diff --git a/.gitattributes b/.gitattributes
index a6344aac8c09253b3b630fb776ae94478aa0275b..3a746aa7e20f614885dd6a28d478d51e135f7d30 100644
--- a/.gitattributes
+++ b/.gitattributes
@@ -33,3 +33,27 @@ saved_model/**/* filter=lfs diff=lfs merge=lfs -text
 *.zip filter=lfs diff=lfs merge=lfs -text
 *.zst filter=lfs diff=lfs merge=lfs -text
 *tfevents* filter=lfs diff=lfs merge=lfs -text
+downstream-shadow-removal/samples/step000999.png filter=lfs diff=lfs merge=lfs -text
+downstream-shadow-removal/samples/step001999.png filter=lfs diff=lfs merge=lfs -text
+downstream-shadow-removal/samples/step002999.png filter=lfs diff=lfs merge=lfs -text
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+downstream-shadow-removal/samples/step007999.png filter=lfs diff=lfs merge=lfs -text
+downstream-shadow-removal/samples/step008999.png filter=lfs diff=lfs merge=lfs -text
+downstream-shadow-removal/samples/step009999.png filter=lfs diff=lfs merge=lfs -text
+downstream-watermark-removal/samples/step009999.png filter=lfs diff=lfs merge=lfs -text
+downstream-watermark-removal/samples/step099999.png filter=lfs diff=lfs merge=lfs -text
+joint_ffhq_brush_realnoise/samples/step149999.png filter=lfs diff=lfs merge=lfs -text
+joint_ffhq_maskdir_realnoise/samples/step149999.png filter=lfs diff=lfs merge=lfs -text
+joint_imagenet_brush_realnoise/samples/step149999.png filter=lfs diff=lfs merge=lfs -text
+joint_imagenet_maskdir_realnoise/samples/step149999.png filter=lfs diff=lfs merge=lfs -text
+joint_places_brush_realnoise/samples/step149999.png filter=lfs diff=lfs merge=lfs -text
+joint_places_maskdir_realnoise/samples/step149999.png filter=lfs diff=lfs merge=lfs -text
+separate_ffhq_brush_realnoise/samples/step079999.png filter=lfs diff=lfs merge=lfs -text
+separate_ffhq_maskdir_realnoise/samples/step079999.png filter=lfs diff=lfs merge=lfs -text
+separate_imagenet_brush_realnoise/samples/step149999.png filter=lfs diff=lfs merge=lfs -text
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+separate_places_maskdir_realnoise/samples/step149999.png filter=lfs diff=lfs merge=lfs -text
diff --git a/downstream-shadow-removal/ckpt/step039999.pt b/downstream-shadow-removal/ckpt/step039999.pt
new file mode 100644
index 0000000000000000000000000000000000000000..55a92791a629e6ef29ed064f38919f030b1685cb
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+++ b/downstream-shadow-removal/ckpt/step039999.pt
@@ -0,0 +1,3 @@
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+size 160487047
diff --git a/downstream-shadow-removal/config-2023-02-12-13-23-18.yaml b/downstream-shadow-removal/config-2023-02-12-13-23-18.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..63d52af922d2d8de08ad11dada9acd9bfbea2516
--- /dev/null
+++ b/downstream-shadow-removal/config-2023-02-12-13-23-18.yaml
@@ -0,0 +1,70 @@
+DATA:
+  DATAROOT: /data/ISTD/
+  IMG_SIZE: 256
+  NAME: ISTD
+DATALOADER:
+  BATCH_SIZE: 4
+  MICRO_BATCH: 0
+  NUM_WORKERS: 4
+  PIN_MEMORY: true
+  PREFETCH_FACTOR: 2
+EVALUATE:
+  N_EVAL: 10000
+MASK:
+  BRUSH_LENGTH_RATIO:
+  - 0.1
+  - 0.25
+  BRUSH_NUM: &id001
+  - 0
+  - 0
+  BRUSH_TURNS:
+  - 4
+  - 18
+  BRUSH_WIDTH_RATIO:
+  - 0.02
+  - 0.1
+  MASK_DIR: null
+  NOISE_DATASETS: []
+  RECT_LENGTH_RATIO:
+  - 0.2
+  - 0.8
+  RECT_NUM: *id001
+  SMOOTH_ITERS: 4
+  SMOOTH_KERNEL_SIZE: 15
+  SMOOTH_SIGMA: 4
+MODEL:
+  MPN:
+    BASE_N_CHANNELS: 64
+    NECK_N_CHANNELS: 128
+  RIN:
+    BASE_N_CHANNELS: 32
+    NECK_N_CHANNELS: 128
+  WEIGHTS: ./runs/places-joint/ckpt/step149999.pt
+SAMPLE:
+  N_SAMPLES: 100
+  RANDOM: false
+  SAVE_DIR: ./samples/
+SEED: 1234
+TRAIN:
+  COEF_ADV: 0.001
+  COEF_IDMRF: 0.001
+  COEF_MPN: 2.0
+  COEF_REC: 1.4
+  COEF_SEMANTIC: 0.0001
+  EVAL_FREQ: 1000
+  OPTIM_DISC:
+    BETAS: &id002
+    - 0.5
+    - 0.9
+    LR: 1.0e-05
+  OPTIM_MPN:
+    BETAS: *id002
+    LR: 1.0e-05
+  OPTIM_RIN:
+    BETAS: *id002
+    LR: 1.0e-05
+  PRINT_FREQ: 100
+  RESUME: null
+  SAMPLE_FREQ: 1000
+  SAVE_FREQ: 5000
+  TRAIN_STEPS: 10000
diff --git a/downstream-shadow-removal/config-2023-02-13-02-44-14.yaml b/downstream-shadow-removal/config-2023-02-13-02-44-14.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..1ba3de573f4cbd4c7dfb9dc4aa360fc57aace3cd
--- /dev/null
+++ b/downstream-shadow-removal/config-2023-02-13-02-44-14.yaml
@@ -0,0 +1,70 @@
+DATA:
+  DATAROOT: /data/ISTD/
+  IMG_SIZE: 256
+  NAME: ISTD
+DATALOADER:
+  BATCH_SIZE: 4
+  MICRO_BATCH: 0
+  NUM_WORKERS: 4
+  PIN_MEMORY: true
+  PREFETCH_FACTOR: 2
+EVALUATE:
+  N_EVAL: 10000
+MASK:
+  BRUSH_LENGTH_RATIO:
+  - 0.1
+  - 0.25
+  BRUSH_NUM: &id001
+  - 0
+  - 0
+  BRUSH_TURNS:
+  - 4
+  - 18
+  BRUSH_WIDTH_RATIO:
+  - 0.02
+  - 0.1
+  MASK_DIR: null
+  NOISE_DATASETS: []
+  RECT_LENGTH_RATIO:
+  - 0.2
+  - 0.8
+  RECT_NUM: *id001
+  SMOOTH_ITERS: 4
+  SMOOTH_KERNEL_SIZE: 15
+  SMOOTH_SIGMA: 4
+MODEL:
+  MPN:
+    BASE_N_CHANNELS: 64
+    NECK_N_CHANNELS: 128
+  RIN:
+    BASE_N_CHANNELS: 32
+    NECK_N_CHANNELS: 128
+  WEIGHTS: ./runs/places-joint/ckpt/step149999.pt
+SAMPLE:
+  N_SAMPLES: 100
+  RANDOM: false
+  SAVE_DIR: ./samples/
+SEED: 1234
+TRAIN:
+  COEF_ADV: 0.001
+  COEF_IDMRF: 0.001
+  COEF_MPN: 2.0
+  COEF_REC: 1.4
+  COEF_SEMANTIC: 0.0001
+  EVAL_FREQ: 1000
+  OPTIM_DISC:
+    BETAS: &id002
+    - 0.5
+    - 0.9
+    LR: 1.0e-05
+  OPTIM_MPN:
+    BETAS: *id002
+    LR: 1.0e-05
+  OPTIM_RIN:
+    BETAS: *id002
+    LR: 1.0e-05
+  PRINT_FREQ: 100
+  RESUME: latest
+  SAMPLE_FREQ: 1000
+  SAVE_FREQ: 5000
+  TRAIN_STEPS: 100000
diff --git a/downstream-shadow-removal/output-2023-02-12-13-23-18.log b/downstream-shadow-removal/output-2023-02-12-13-23-18.log
new file mode 100644
index 0000000000000000000000000000000000000000..45d20c288fd46f042ca5646374e8097981ce1b22
--- /dev/null
+++ b/downstream-shadow-removal/output-2023-02-12-13-23-18.log
@@ -0,0 +1,224 @@
+2023-02-12 13:23:21,129 - INFO - Experiment directory: runs/downstream-shadow-removal
+2023-02-12 13:23:21,129 - INFO - Device: cuda
+2023-02-12 13:23:21,129 - INFO - Number of devices: 1
+2023-02-12 13:23:21,135 - WARNING - Replace split `valid` with split `test`
+2023-02-12 13:23:21,137 - INFO - Size of training set: 1330
+2023-02-12 13:23:21,137 - INFO - Size of validation set: 540
+2023-02-12 13:23:21,137 - INFO - Batch size per device: 4
+2023-02-12 13:23:21,137 - INFO - Effective batch size: 4
+2023-02-12 13:23:22,639 - INFO - Successfully load mpn from ./runs/places-joint/ckpt/step149999.pt
+2023-02-12 13:23:22,643 - INFO - Successfully load rin from ./runs/places-joint/ckpt/step149999.pt
+2023-02-12 13:23:22,645 - INFO - Successfully load disc from ./runs/places-joint/ckpt/step149999.pt
+2023-02-12 13:23:22,647 - INFO - Successfully load pdisc from ./runs/places-joint/ckpt/step149999.pt
+2023-02-12 13:23:22,650 - INFO - Start training...
+2023-02-12 13:23:54,134 - INFO - [Train] step: 99, loss_adv_disc: -1.281875
+2023-02-12 13:23:54,342 - INFO - [Train] step: 99, loss_mpn: 0.162302, loss_rec: 0.088649, loss_semantic: 0.554951, loss_idmrf: 7.990071, loss_adv_gen: -119.046860
+2023-02-12 13:24:23,357 - INFO - [Train] step: 199, loss_adv_disc: -4.481179
+2023-02-12 13:24:23,565 - INFO - [Train] step: 199, loss_mpn: 0.074521, loss_rec: 0.074638, loss_semantic: 0.563851, loss_idmrf: 7.788015, loss_adv_gen: -152.929199
+2023-02-12 13:24:52,586 - INFO - [Train] step: 299, loss_adv_disc: 10.212236
+2023-02-12 13:24:52,793 - INFO - [Train] step: 299, loss_mpn: 0.058758, loss_rec: 0.090663, loss_semantic: 0.657425, loss_idmrf: 8.309335, loss_adv_gen: -154.783676
+2023-02-12 13:25:21,980 - INFO - [Train] step: 399, loss_adv_disc: -1.535188
+2023-02-12 13:25:22,187 - INFO - [Train] step: 399, loss_mpn: 0.035261, loss_rec: 0.079162, loss_semantic: 0.496730, loss_idmrf: 4.807649, loss_adv_gen: -116.015060
+2023-02-12 13:25:51,186 - INFO - [Train] step: 499, loss_adv_disc: -12.597924
+2023-02-12 13:25:51,393 - INFO - [Train] step: 499, loss_mpn: 0.090085, loss_rec: 0.132387, loss_semantic: 0.493011, loss_idmrf: 6.727902, loss_adv_gen: -152.829514
+2023-02-12 13:26:20,392 - INFO - [Train] step: 599, loss_adv_disc: -1.783383
+2023-02-12 13:26:20,599 - INFO - [Train] step: 599, loss_mpn: 0.072984, loss_rec: 0.063185, loss_semantic: 0.514825, loss_idmrf: 5.854929, loss_adv_gen: -98.764038
+2023-02-12 13:26:49,784 - INFO - [Train] step: 699, loss_adv_disc: -0.208335
+2023-02-12 13:26:49,991 - INFO - [Train] step: 699, loss_mpn: 0.039042, loss_rec: 0.099020, loss_semantic: 0.674136, loss_idmrf: 6.369217, loss_adv_gen: -154.383133
+2023-02-12 13:27:18,971 - INFO - [Train] step: 799, loss_adv_disc: 0.360612
+2023-02-12 13:27:19,179 - INFO - [Train] step: 799, loss_mpn: 0.025015, loss_rec: 0.058072, loss_semantic: 0.417860, loss_idmrf: 3.865017, loss_adv_gen: -109.052032
+2023-02-12 13:27:48,162 - INFO - [Train] step: 899, loss_adv_disc: -1.592671
+2023-02-12 13:27:48,370 - INFO - [Train] step: 899, loss_mpn: 0.020442, loss_rec: 0.082523, loss_semantic: 0.448917, loss_idmrf: 5.112060, loss_adv_gen: -113.044441
+2023-02-12 13:28:17,555 - INFO - [Train] step: 999, loss_adv_disc: -3.951293
+2023-02-12 13:28:17,763 - INFO - [Train] step: 999, loss_mpn: 0.089411, loss_rec: 0.061914, loss_semantic: 0.476440, loss_idmrf: 5.286564, loss_adv_gen: -118.216484
+2023-02-12 13:28:22,927 - INFO - [Eval] step: 999, bce: 0.387083, psnr: 22.987576, ssim: 0.910526
+2023-02-12 13:28:53,546 - INFO - [Train] step: 1099, loss_adv_disc: -1.074106
+2023-02-12 13:28:53,753 - INFO - [Train] step: 1099, loss_mpn: 0.014869, loss_rec: 0.055306, loss_semantic: 0.405501, loss_idmrf: 3.033794, loss_adv_gen: -105.430122
+2023-02-12 13:29:22,756 - INFO - [Train] step: 1199, loss_adv_disc: -9.270275
+2023-02-12 13:29:22,963 - INFO - [Train] step: 1199, loss_mpn: 0.025306, loss_rec: 0.071859, loss_semantic: 0.442767, loss_idmrf: 8.446411, loss_adv_gen: -92.132133
+2023-02-12 13:29:51,972 - INFO - [Train] step: 1299, loss_adv_disc: -14.562277
+2023-02-12 13:29:52,179 - INFO - [Train] step: 1299, loss_mpn: 0.049613, loss_rec: 0.083995, loss_semantic: 0.550962, loss_idmrf: 12.367452, loss_adv_gen: -142.591858
+2023-02-12 13:30:21,389 - INFO - [Train] step: 1399, loss_adv_disc: 1.822066
+2023-02-12 13:30:21,596 - INFO - [Train] step: 1399, loss_mpn: 0.029735, loss_rec: 0.060577, loss_semantic: 0.492058, loss_idmrf: 9.837570, loss_adv_gen: -199.041153
+2023-02-12 13:30:50,607 - INFO - [Train] step: 1499, loss_adv_disc: -6.002779
+2023-02-12 13:30:50,814 - INFO - [Train] step: 1499, loss_mpn: 0.030221, loss_rec: 0.072016, loss_semantic: 0.597045, loss_idmrf: 4.388852, loss_adv_gen: -157.418549
+2023-02-12 13:31:19,828 - INFO - [Train] step: 1599, loss_adv_disc: -7.131116
+2023-02-12 13:31:20,035 - INFO - [Train] step: 1599, loss_mpn: 0.026604, loss_rec: 0.073666, loss_semantic: 0.473443, loss_idmrf: 6.644470, loss_adv_gen: -159.523529
+2023-02-12 13:31:49,247 - INFO - [Train] step: 1699, loss_adv_disc: 6.895418
+2023-02-12 13:31:49,455 - INFO - [Train] step: 1699, loss_mpn: 0.018450, loss_rec: 0.074060, loss_semantic: 0.419208, loss_idmrf: 5.020046, loss_adv_gen: -115.342003
+2023-02-12 13:32:18,483 - INFO - [Train] step: 1799, loss_adv_disc: -5.128633
+2023-02-12 13:32:18,690 - INFO - [Train] step: 1799, loss_mpn: 0.025845, loss_rec: 0.077207, loss_semantic: 0.518926, loss_idmrf: 7.905535, loss_adv_gen: -180.514923
+2023-02-12 13:32:47,721 - INFO - [Train] step: 1899, loss_adv_disc: -7.722089
+2023-02-12 13:32:47,928 - INFO - [Train] step: 1899, loss_mpn: 0.019188, loss_rec: 0.056849, loss_semantic: 0.458317, loss_idmrf: 2.534275, loss_adv_gen: -159.524200
+2023-02-12 13:33:17,162 - INFO - [Train] step: 1999, loss_adv_disc: -13.602573
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+2023-02-12 13:33:22,523 - INFO - [Eval] step: 1999, bce: 0.361587, psnr: 23.048809, ssim: 0.913292
+2023-02-12 13:33:52,822 - INFO - [Train] step: 2099, loss_adv_disc: 4.722687
+2023-02-12 13:33:53,029 - INFO - [Train] step: 2099, loss_mpn: 0.020883, loss_rec: 0.064225, loss_semantic: 0.439803, loss_idmrf: 5.173006, loss_adv_gen: -127.306946
+2023-02-12 13:34:22,033 - INFO - [Train] step: 2199, loss_adv_disc: -7.286263
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+2023-02-12 13:34:51,247 - INFO - [Train] step: 2299, loss_adv_disc: -0.899125
+2023-02-12 13:34:51,454 - INFO - [Train] step: 2299, loss_mpn: 0.015718, loss_rec: 0.044088, loss_semantic: 0.435449, loss_idmrf: 6.796015, loss_adv_gen: -150.392487
+2023-02-12 13:35:20,660 - INFO - [Train] step: 2399, loss_adv_disc: 1.281568
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+2023-02-12 13:35:49,875 - INFO - [Train] step: 2499, loss_adv_disc: -0.852216
+2023-02-12 13:35:50,082 - INFO - [Train] step: 2499, loss_mpn: 0.025623, loss_rec: 0.052791, loss_semantic: 0.480111, loss_idmrf: 6.043885, loss_adv_gen: -119.099579
+2023-02-12 13:36:19,086 - INFO - [Train] step: 2599, loss_adv_disc: 0.180318
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+2023-02-12 13:36:48,498 - INFO - [Train] step: 2699, loss_adv_disc: 1.399606
+2023-02-12 13:36:48,705 - INFO - [Train] step: 2699, loss_mpn: 0.009911, loss_rec: 0.038589, loss_semantic: 0.336942, loss_idmrf: 2.168548, loss_adv_gen: -112.174011
+2023-02-12 13:37:17,709 - INFO - [Train] step: 2799, loss_adv_disc: -2.826076
+2023-02-12 13:37:17,916 - INFO - [Train] step: 2799, loss_mpn: 0.019236, loss_rec: 0.056004, loss_semantic: 0.425428, loss_idmrf: 4.864495, loss_adv_gen: -128.027161
+2023-02-12 13:37:46,925 - INFO - [Train] step: 2899, loss_adv_disc: -8.600943
+2023-02-12 13:37:47,133 - INFO - [Train] step: 2899, loss_mpn: 0.035397, loss_rec: 0.070796, loss_semantic: 0.379691, loss_idmrf: 3.269684, loss_adv_gen: -134.056183
+2023-02-12 13:38:16,347 - INFO - [Train] step: 2999, loss_adv_disc: -4.140905
+2023-02-12 13:38:16,555 - INFO - [Train] step: 2999, loss_mpn: 0.015209, loss_rec: 0.055310, loss_semantic: 0.407628, loss_idmrf: 9.434046, loss_adv_gen: -126.835373
+2023-02-12 13:38:21,704 - INFO - [Eval] step: 2999, bce: 0.289332, psnr: 23.335571, ssim: 0.917456
+2023-02-12 13:38:51,972 - INFO - [Train] step: 3099, loss_adv_disc: 0.191693
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+2023-02-12 13:39:21,195 - INFO - [Train] step: 3199, loss_adv_disc: 0.658779
+2023-02-12 13:39:21,402 - INFO - [Train] step: 3199, loss_mpn: 0.014635, loss_rec: 0.053971, loss_semantic: 0.422246, loss_idmrf: 3.753058, loss_adv_gen: -134.257843
+2023-02-12 13:39:50,413 - INFO - [Train] step: 3299, loss_adv_disc: 3.345398
+2023-02-12 13:39:50,621 - INFO - [Train] step: 3299, loss_mpn: 0.011842, loss_rec: 0.055801, loss_semantic: 0.412139, loss_idmrf: 3.589517, loss_adv_gen: -142.031662
+2023-02-12 13:40:19,828 - INFO - [Train] step: 3399, loss_adv_disc: 0.072930
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+2023-02-12 13:40:49,051 - INFO - [Train] step: 3499, loss_adv_disc: -2.746962
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+2023-02-12 13:41:18,282 - INFO - [Train] step: 3599, loss_adv_disc: -5.855626
+2023-02-12 13:41:18,489 - INFO - [Train] step: 3599, loss_mpn: 0.036952, loss_rec: 0.063538, loss_semantic: 0.474658, loss_idmrf: 6.167106, loss_adv_gen: -145.618546
+2023-02-12 13:41:47,702 - INFO - [Train] step: 3699, loss_adv_disc: -1.438740
+2023-02-12 13:41:47,910 - INFO - [Train] step: 3699, loss_mpn: 0.021134, loss_rec: 0.054315, loss_semantic: 0.490676, loss_idmrf: 3.553780, loss_adv_gen: -86.800690
+2023-02-12 13:42:16,919 - INFO - [Train] step: 3799, loss_adv_disc: -6.214058
+2023-02-12 13:42:17,126 - INFO - [Train] step: 3799, loss_mpn: 0.073864, loss_rec: 0.111120, loss_semantic: 0.516712, loss_idmrf: 7.677469, loss_adv_gen: -118.615211
+2023-02-12 13:42:46,136 - INFO - [Train] step: 3899, loss_adv_disc: 0.043025
+2023-02-12 13:42:46,343 - INFO - [Train] step: 3899, loss_mpn: 0.018508, loss_rec: 0.053039, loss_semantic: 0.664957, loss_idmrf: 3.672100, loss_adv_gen: -142.985031
+2023-02-12 13:43:15,559 - INFO - [Train] step: 3999, loss_adv_disc: 0.784531
+2023-02-12 13:43:15,767 - INFO - [Train] step: 3999, loss_mpn: 0.012252, loss_rec: 0.043319, loss_semantic: 0.343232, loss_idmrf: 3.316679, loss_adv_gen: -110.461723
+2023-02-12 13:43:20,880 - INFO - [Eval] step: 3999, bce: 0.354661, psnr: 22.951654, ssim: 0.917451
+2023-02-12 13:43:50,951 - INFO - [Train] step: 4099, loss_adv_disc: -0.960966
+2023-02-12 13:43:51,157 - INFO - [Train] step: 4099, loss_mpn: 0.031528, loss_rec: 0.049657, loss_semantic: 0.404885, loss_idmrf: 4.565471, loss_adv_gen: -120.507851
+2023-02-12 13:44:20,173 - INFO - [Train] step: 4199, loss_adv_disc: 2.489911
+2023-02-12 13:44:20,381 - INFO - [Train] step: 4199, loss_mpn: 0.011535, loss_rec: 0.054218, loss_semantic: 0.445787, loss_idmrf: 3.776466, loss_adv_gen: -103.148987
+2023-02-12 13:44:49,396 - INFO - [Train] step: 4299, loss_adv_disc: -9.166822
+2023-02-12 13:44:49,603 - INFO - [Train] step: 4299, loss_mpn: 0.024727, loss_rec: 0.083794, loss_semantic: 0.552959, loss_idmrf: 8.386415, loss_adv_gen: -101.256668
+2023-02-12 13:45:18,813 - INFO - [Train] step: 4399, loss_adv_disc: -9.202044
+2023-02-12 13:45:19,022 - INFO - [Train] step: 4399, loss_mpn: 0.011078, loss_rec: 0.059956, loss_semantic: 0.367525, loss_idmrf: 4.487533, loss_adv_gen: -93.162827
+2023-02-12 13:45:48,031 - INFO - [Train] step: 4499, loss_adv_disc: -2.651873
+2023-02-12 13:45:48,239 - INFO - [Train] step: 4499, loss_mpn: 0.017707, loss_rec: 0.047575, loss_semantic: 0.423964, loss_idmrf: 7.904148, loss_adv_gen: -92.877556
+2023-02-12 13:46:17,249 - INFO - [Train] step: 4599, loss_adv_disc: -1.531205
+2023-02-12 13:46:17,456 - INFO - [Train] step: 4599, loss_mpn: 0.020947, loss_rec: 0.068436, loss_semantic: 0.545828, loss_idmrf: 4.993389, loss_adv_gen: -90.154297
+2023-02-12 13:46:46,710 - INFO - [Train] step: 4699, loss_adv_disc: 4.040330
+2023-02-12 13:46:46,918 - INFO - [Train] step: 4699, loss_mpn: 0.014810, loss_rec: 0.070468, loss_semantic: 0.525938, loss_idmrf: 5.143922, loss_adv_gen: -120.824249
+2023-02-12 13:47:15,956 - INFO - [Train] step: 4799, loss_adv_disc: -1.453163
+2023-02-12 13:47:16,164 - INFO - [Train] step: 4799, loss_mpn: 0.015021, loss_rec: 0.053999, loss_semantic: 0.496558, loss_idmrf: 3.925681, loss_adv_gen: -118.246658
+2023-02-12 13:47:45,201 - INFO - [Train] step: 4899, loss_adv_disc: -0.842131
+2023-02-12 13:47:45,408 - INFO - [Train] step: 4899, loss_mpn: 0.013811, loss_rec: 0.038493, loss_semantic: 0.386875, loss_idmrf: 6.477338, loss_adv_gen: -102.733505
+2023-02-12 13:48:14,643 - INFO - [Train] step: 4999, loss_adv_disc: 1.860435
+2023-02-12 13:48:14,851 - INFO - [Train] step: 4999, loss_mpn: 0.026306, loss_rec: 0.045528, loss_semantic: 0.423802, loss_idmrf: 4.491714, loss_adv_gen: -81.664734
+2023-02-12 13:48:20,010 - INFO - [Eval] step: 4999, bce: 0.390663, psnr: 23.292404, ssim: 0.920074
+2023-02-12 13:48:50,229 - INFO - [Train] step: 5099, loss_adv_disc: 4.181933
+2023-02-12 13:48:50,436 - INFO - [Train] step: 5099, loss_mpn: 0.018531, loss_rec: 0.056876, loss_semantic: 0.372196, loss_idmrf: 5.690077, loss_adv_gen: -91.499268
+2023-02-12 13:49:19,440 - INFO - [Train] step: 5199, loss_adv_disc: 3.452145
+2023-02-12 13:49:19,648 - INFO - [Train] step: 5199, loss_mpn: 0.012540, loss_rec: 0.050392, loss_semantic: 0.367254, loss_idmrf: 5.612234, loss_adv_gen: -104.571259
+2023-02-12 13:49:48,664 - INFO - [Train] step: 5299, loss_adv_disc: 0.072335
+2023-02-12 13:49:48,871 - INFO - [Train] step: 5299, loss_mpn: 0.009281, loss_rec: 0.034018, loss_semantic: 0.373055, loss_idmrf: 9.307406, loss_adv_gen: -86.459152
+2023-02-12 13:50:18,082 - INFO - [Train] step: 5399, loss_adv_disc: -1.546246
+2023-02-12 13:50:18,289 - INFO - [Train] step: 5399, loss_mpn: 0.015896, loss_rec: 0.049707, loss_semantic: 0.560504, loss_idmrf: 4.826586, loss_adv_gen: -86.684578
+2023-02-12 13:50:47,301 - INFO - [Train] step: 5499, loss_adv_disc: -3.722799
+2023-02-12 13:50:47,508 - INFO - [Train] step: 5499, loss_mpn: 0.012618, loss_rec: 0.040985, loss_semantic: 0.321694, loss_idmrf: 3.553346, loss_adv_gen: -95.202797
+2023-02-12 13:51:16,520 - INFO - [Train] step: 5599, loss_adv_disc: -1.551634
+2023-02-12 13:51:16,727 - INFO - [Train] step: 5599, loss_mpn: 0.010603, loss_rec: 0.041937, loss_semantic: 0.368314, loss_idmrf: 6.840730, loss_adv_gen: -122.285248
+2023-02-12 13:51:45,929 - INFO - [Train] step: 5699, loss_adv_disc: 1.480345
+2023-02-12 13:51:46,137 - INFO - [Train] step: 5699, loss_mpn: 0.022207, loss_rec: 0.033643, loss_semantic: 0.418103, loss_idmrf: 3.735212, loss_adv_gen: -70.136971
+2023-02-12 13:52:15,152 - INFO - [Train] step: 5799, loss_adv_disc: -5.609029
+2023-02-12 13:52:15,358 - INFO - [Train] step: 5799, loss_mpn: 0.018745, loss_rec: 0.051710, loss_semantic: 0.431293, loss_idmrf: 6.607909, loss_adv_gen: -109.463600
+2023-02-12 13:52:44,366 - INFO - [Train] step: 5899, loss_adv_disc: 1.087741
+2023-02-12 13:52:44,574 - INFO - [Train] step: 5899, loss_mpn: 0.019051, loss_rec: 0.037814, loss_semantic: 0.404567, loss_idmrf: 2.744005, loss_adv_gen: -85.043411
+2023-02-12 13:53:13,796 - INFO - [Train] step: 5999, loss_adv_disc: 1.313997
+2023-02-12 13:53:14,004 - INFO - [Train] step: 5999, loss_mpn: 0.007717, loss_rec: 0.039593, loss_semantic: 0.355299, loss_idmrf: 3.153148, loss_adv_gen: -92.488480
+2023-02-12 13:53:19,152 - INFO - [Eval] step: 5999, bce: 0.360973, psnr: 23.440897, ssim: 0.921864
+2023-02-12 13:53:49,448 - INFO - [Train] step: 6099, loss_adv_disc: -6.527198
+2023-02-12 13:53:49,655 - INFO - [Train] step: 6099, loss_mpn: 0.012591, loss_rec: 0.060579, loss_semantic: 0.470930, loss_idmrf: 5.310204, loss_adv_gen: -102.355423
+2023-02-12 13:54:18,664 - INFO - [Train] step: 6199, loss_adv_disc: -1.580616
+2023-02-12 13:54:18,872 - INFO - [Train] step: 6199, loss_mpn: 0.014308, loss_rec: 0.048241, loss_semantic: 0.396192, loss_idmrf: 6.307591, loss_adv_gen: -101.506081
+2023-02-12 13:54:47,889 - INFO - [Train] step: 6299, loss_adv_disc: -0.838180
+2023-02-12 13:54:48,096 - INFO - [Train] step: 6299, loss_mpn: 0.014393, loss_rec: 0.046224, loss_semantic: 0.443932, loss_idmrf: 4.024370, loss_adv_gen: -59.003387
+2023-02-12 13:55:17,334 - INFO - [Train] step: 6399, loss_adv_disc: -1.536690
+2023-02-12 13:55:17,541 - INFO - [Train] step: 6399, loss_mpn: 0.017005, loss_rec: 0.041010, loss_semantic: 0.443276, loss_idmrf: 5.697750, loss_adv_gen: -82.131157
+2023-02-12 13:55:46,587 - INFO - [Train] step: 6499, loss_adv_disc: -2.835433
+2023-02-12 13:55:46,795 - INFO - [Train] step: 6499, loss_mpn: 0.008315, loss_rec: 0.038857, loss_semantic: 0.353050, loss_idmrf: 3.457996, loss_adv_gen: -78.603981
+2023-02-12 13:56:15,842 - INFO - [Train] step: 6599, loss_adv_disc: -2.492158
+2023-02-12 13:56:16,049 - INFO - [Train] step: 6599, loss_mpn: 0.008221, loss_rec: 0.046404, loss_semantic: 0.431954, loss_idmrf: 4.713380, loss_adv_gen: -86.217865
+2023-02-12 13:56:45,275 - INFO - [Train] step: 6699, loss_adv_disc: -0.614049
+2023-02-12 13:56:45,482 - INFO - [Train] step: 6699, loss_mpn: 0.010530, loss_rec: 0.046490, loss_semantic: 0.398438, loss_idmrf: 2.225234, loss_adv_gen: -66.221626
+2023-02-12 13:57:14,500 - INFO - [Train] step: 6799, loss_adv_disc: -2.154045
+2023-02-12 13:57:14,707 - INFO - [Train] step: 6799, loss_mpn: 0.014369, loss_rec: 0.050858, loss_semantic: 0.448220, loss_idmrf: 3.556105, loss_adv_gen: -105.186676
+2023-02-12 13:57:43,719 - INFO - [Train] step: 6899, loss_adv_disc: -1.190847
+2023-02-12 13:57:43,927 - INFO - [Train] step: 6899, loss_mpn: 0.028931, loss_rec: 0.051065, loss_semantic: 0.450494, loss_idmrf: 6.116441, loss_adv_gen: -104.228516
+2023-02-12 13:58:13,150 - INFO - [Train] step: 6999, loss_adv_disc: -4.266356
+2023-02-12 13:58:13,357 - INFO - [Train] step: 6999, loss_mpn: 0.013678, loss_rec: 0.041581, loss_semantic: 0.424674, loss_idmrf: 4.031384, loss_adv_gen: -84.939545
+2023-02-12 13:58:18,504 - INFO - [Eval] step: 6999, bce: 0.392871, psnr: 23.324829, ssim: 0.921624
+2023-02-12 13:58:48,580 - INFO - [Train] step: 7099, loss_adv_disc: -4.838001
+2023-02-12 13:58:48,788 - INFO - [Train] step: 7099, loss_mpn: 0.006589, loss_rec: 0.039819, loss_semantic: 0.366608, loss_idmrf: 3.555822, loss_adv_gen: -76.142303
+2023-02-12 13:59:17,801 - INFO - [Train] step: 7199, loss_adv_disc: -1.795486
+2023-02-12 13:59:18,008 - INFO - [Train] step: 7199, loss_mpn: 0.007781, loss_rec: 0.037948, loss_semantic: 0.380204, loss_idmrf: 3.421008, loss_adv_gen: -98.430969
+2023-02-12 13:59:47,024 - INFO - [Train] step: 7299, loss_adv_disc: -5.008701
+2023-02-12 13:59:47,231 - INFO - [Train] step: 7299, loss_mpn: 0.006212, loss_rec: 0.050326, loss_semantic: 0.343246, loss_idmrf: 3.782480, loss_adv_gen: -89.840332
+2023-02-12 14:00:16,439 - INFO - [Train] step: 7399, loss_adv_disc: 0.952745
+2023-02-12 14:00:16,647 - INFO - [Train] step: 7399, loss_mpn: 0.011856, loss_rec: 0.037551, loss_semantic: 0.361128, loss_idmrf: 4.399923, loss_adv_gen: -75.590004
+2023-02-12 14:00:45,662 - INFO - [Train] step: 7499, loss_adv_disc: -0.309092
+2023-02-12 14:00:45,869 - INFO - [Train] step: 7499, loss_mpn: 0.032277, loss_rec: 0.040263, loss_semantic: 0.608975, loss_idmrf: 3.067678, loss_adv_gen: -71.062065
+2023-02-12 14:01:14,880 - INFO - [Train] step: 7599, loss_adv_disc: -3.749333
+2023-02-12 14:01:15,087 - INFO - [Train] step: 7599, loss_mpn: 0.025242, loss_rec: 0.047163, loss_semantic: 0.448062, loss_idmrf: 3.615059, loss_adv_gen: -102.538254
+2023-02-12 14:01:44,291 - INFO - [Train] step: 7699, loss_adv_disc: -1.246231
+2023-02-12 14:01:44,499 - INFO - [Train] step: 7699, loss_mpn: 0.011135, loss_rec: 0.053402, loss_semantic: 0.458806, loss_idmrf: 2.834428, loss_adv_gen: -89.317276
+2023-02-12 14:02:13,491 - INFO - [Train] step: 7799, loss_adv_disc: -0.799770
+2023-02-12 14:02:13,698 - INFO - [Train] step: 7799, loss_mpn: 0.024141, loss_rec: 0.038572, loss_semantic: 0.450097, loss_idmrf: 4.533717, loss_adv_gen: -91.607513
+2023-02-12 14:02:42,691 - INFO - [Train] step: 7899, loss_adv_disc: -1.562794
+2023-02-12 14:02:42,898 - INFO - [Train] step: 7899, loss_mpn: 0.014830, loss_rec: 0.039014, loss_semantic: 0.443213, loss_idmrf: 7.125534, loss_adv_gen: -99.803688
+2023-02-12 14:03:12,101 - INFO - [Train] step: 7999, loss_adv_disc: -1.292525
+2023-02-12 14:03:12,308 - INFO - [Train] step: 7999, loss_mpn: 0.009162, loss_rec: 0.035810, loss_semantic: 0.339180, loss_idmrf: 4.937554, loss_adv_gen: -66.376938
+2023-02-12 14:03:17,463 - INFO - [Eval] step: 7999, bce: 0.410713, psnr: 23.380175, ssim: 0.922875
+2023-02-12 14:03:47,540 - INFO - [Train] step: 8099, loss_adv_disc: -1.598471
+2023-02-12 14:03:47,747 - INFO - [Train] step: 8099, loss_mpn: 0.008017, loss_rec: 0.038835, loss_semantic: 0.342724, loss_idmrf: 3.858693, loss_adv_gen: -72.846497
+2023-02-12 14:04:16,766 - INFO - [Train] step: 8199, loss_adv_disc: -1.526141
+2023-02-12 14:04:16,974 - INFO - [Train] step: 8199, loss_mpn: 0.007769, loss_rec: 0.048700, loss_semantic: 0.370412, loss_idmrf: 4.246994, loss_adv_gen: -87.642441
+2023-02-12 14:04:45,993 - INFO - [Train] step: 8299, loss_adv_disc: -4.967025
+2023-02-12 14:04:46,200 - INFO - [Train] step: 8299, loss_mpn: 0.017493, loss_rec: 0.051434, loss_semantic: 0.451939, loss_idmrf: 4.851607, loss_adv_gen: -92.471909
+2023-02-12 14:05:15,432 - INFO - [Train] step: 8399, loss_adv_disc: -0.423972
+2023-02-12 14:05:15,639 - INFO - [Train] step: 8399, loss_mpn: 0.009851, loss_rec: 0.035539, loss_semantic: 0.387267, loss_idmrf: 4.063365, loss_adv_gen: -88.120407
+2023-02-12 14:05:44,657 - INFO - [Train] step: 8499, loss_adv_disc: 0.920736
+2023-02-12 14:05:44,864 - INFO - [Train] step: 8499, loss_mpn: 0.008419, loss_rec: 0.030417, loss_semantic: 0.338675, loss_idmrf: 3.181174, loss_adv_gen: -59.173306
+2023-02-12 14:06:13,877 - INFO - [Train] step: 8599, loss_adv_disc: -0.524680
+2023-02-12 14:06:14,084 - INFO - [Train] step: 8599, loss_mpn: 0.009725, loss_rec: 0.048215, loss_semantic: 0.435598, loss_idmrf: 2.502195, loss_adv_gen: -71.777512
+2023-02-12 14:06:43,310 - INFO - [Train] step: 8699, loss_adv_disc: -1.867347
+2023-02-12 14:06:43,517 - INFO - [Train] step: 8699, loss_mpn: 0.005162, loss_rec: 0.028492, loss_semantic: 0.312991, loss_idmrf: 4.448667, loss_adv_gen: -58.639214
+2023-02-12 14:07:12,536 - INFO - [Train] step: 8799, loss_adv_disc: 0.215890
+2023-02-12 14:07:12,743 - INFO - [Train] step: 8799, loss_mpn: 0.007085, loss_rec: 0.027526, loss_semantic: 0.321581, loss_idmrf: 2.571146, loss_adv_gen: -79.483131
+2023-02-12 14:07:41,757 - INFO - [Train] step: 8899, loss_adv_disc: -5.541975
+2023-02-12 14:07:41,964 - INFO - [Train] step: 8899, loss_mpn: 0.014692, loss_rec: 0.058386, loss_semantic: 0.391197, loss_idmrf: 6.332783, loss_adv_gen: -77.094063
+2023-02-12 14:08:11,177 - INFO - [Train] step: 8999, loss_adv_disc: -4.298098
+2023-02-12 14:08:11,385 - INFO - [Train] step: 8999, loss_mpn: 0.009263, loss_rec: 0.041659, loss_semantic: 0.368018, loss_idmrf: 3.096043, loss_adv_gen: -94.624344
+2023-02-12 14:08:16,542 - INFO - [Eval] step: 8999, bce: 0.350487, psnr: 23.695768, ssim: 0.925011
+2023-02-12 14:08:46,831 - INFO - [Train] step: 9099, loss_adv_disc: -0.096787
+2023-02-12 14:08:47,038 - INFO - [Train] step: 9099, loss_mpn: 0.007456, loss_rec: 0.050012, loss_semantic: 0.391861, loss_idmrf: 4.834039, loss_adv_gen: -34.803146
+2023-02-12 14:09:16,052 - INFO - [Train] step: 9199, loss_adv_disc: -2.421654
+2023-02-12 14:09:16,260 - INFO - [Train] step: 9199, loss_mpn: 0.010739, loss_rec: 0.043619, loss_semantic: 0.375820, loss_idmrf: 2.879037, loss_adv_gen: -95.356018
+2023-02-12 14:09:45,468 - INFO - [Train] step: 9299, loss_adv_disc: -0.639228
+2023-02-12 14:09:45,675 - INFO - [Train] step: 9299, loss_mpn: 0.009492, loss_rec: 0.041271, loss_semantic: 0.385236, loss_idmrf: 3.942233, loss_adv_gen: -81.359604
+2023-02-12 14:10:14,686 - INFO - [Train] step: 9399, loss_adv_disc: -0.824157
+2023-02-12 14:10:14,893 - INFO - [Train] step: 9399, loss_mpn: 0.007119, loss_rec: 0.035177, loss_semantic: 0.354077, loss_idmrf: 4.972061, loss_adv_gen: -74.898308
+2023-02-12 14:10:43,902 - INFO - [Train] step: 9499, loss_adv_disc: -2.232660
+2023-02-12 14:10:44,110 - INFO - [Train] step: 9499, loss_mpn: 0.014257, loss_rec: 0.035584, loss_semantic: 0.429310, loss_idmrf: 5.182566, loss_adv_gen: -64.690308
+2023-02-12 14:11:13,120 - INFO - [Train] step: 9599, loss_adv_disc: -1.639446
+2023-02-12 14:11:13,327 - INFO - [Train] step: 9599, loss_mpn: 0.019186, loss_rec: 0.041353, loss_semantic: 0.504692, loss_idmrf: 3.800310, loss_adv_gen: -68.249176
+2023-02-12 14:11:42,542 - INFO - [Train] step: 9699, loss_adv_disc: -3.789857
+2023-02-12 14:11:42,750 - INFO - [Train] step: 9699, loss_mpn: 0.021227, loss_rec: 0.046244, loss_semantic: 0.464764, loss_idmrf: 4.286100, loss_adv_gen: -80.508911
+2023-02-12 14:12:11,774 - INFO - [Train] step: 9799, loss_adv_disc: -1.276845
+2023-02-12 14:12:11,981 - INFO - [Train] step: 9799, loss_mpn: 0.008188, loss_rec: 0.036653, loss_semantic: 0.358453, loss_idmrf: 2.212314, loss_adv_gen: -55.353634
+2023-02-12 14:12:41,001 - INFO - [Train] step: 9899, loss_adv_disc: -1.013932
+2023-02-12 14:12:41,209 - INFO - [Train] step: 9899, loss_mpn: 0.008457, loss_rec: 0.037062, loss_semantic: 0.404350, loss_idmrf: 2.998356, loss_adv_gen: -77.622223
+2023-02-12 14:13:10,420 - INFO - [Train] step: 9999, loss_adv_disc: -2.420930
+2023-02-12 14:13:10,628 - INFO - [Train] step: 9999, loss_mpn: 0.009475, loss_rec: 0.047726, loss_semantic: 0.396993, loss_idmrf: 5.336214, loss_adv_gen: -73.804047
+2023-02-12 14:13:15,773 - INFO - [Eval] step: 9999, bce: 0.441264, psnr: 23.645063, ssim: 0.924997
+2023-02-12 14:13:16,954 - INFO - End of training
diff --git a/downstream-shadow-removal/output-2023-02-13-02-44-14.log b/downstream-shadow-removal/output-2023-02-13-02-44-14.log
new file mode 100644
index 0000000000000000000000000000000000000000..d5313478e5f13f78172057b91a412bb68e870872
--- /dev/null
+++ b/downstream-shadow-removal/output-2023-02-13-02-44-14.log
@@ -0,0 +1,680 @@
+2023-02-13 02:44:14,898 - INFO - Experiment directory: runs/downstream-shadow-removal
+2023-02-13 02:44:14,898 - INFO - Device: cuda
+2023-02-13 02:44:14,898 - INFO - Number of devices: 1
+2023-02-13 02:44:14,904 - WARNING - Replace split `valid` with split `test`
+2023-02-13 02:44:14,907 - INFO - Size of training set: 1330
+2023-02-13 02:44:14,907 - INFO - Size of validation set: 540
+2023-02-13 02:44:14,907 - INFO - Batch size per device: 4
+2023-02-13 02:44:14,907 - INFO - Effective batch size: 4
+2023-02-13 02:44:16,374 - INFO - Successfully load mpn from ./runs/places-joint/ckpt/step149999.pt
+2023-02-13 02:44:16,378 - INFO - Successfully load rin from ./runs/places-joint/ckpt/step149999.pt
+2023-02-13 02:44:16,384 - INFO - Successfully load disc from ./runs/places-joint/ckpt/step149999.pt
+2023-02-13 02:44:16,385 - INFO - Successfully load pdisc from ./runs/places-joint/ckpt/step149999.pt
+2023-02-13 02:44:16,388 - INFO - Resume from runs/downstream-shadow-removal/ckpt/step009999.pt
+2023-02-13 02:44:16,472 - INFO - Successfully load mpn from runs/downstream-shadow-removal/ckpt/step009999.pt
+2023-02-13 02:44:16,476 - INFO - Successfully load rin from runs/downstream-shadow-removal/ckpt/step009999.pt
+2023-02-13 02:44:16,478 - INFO - Successfully load disc from runs/downstream-shadow-removal/ckpt/step009999.pt
+2023-02-13 02:44:16,480 - INFO - Successfully load pdisc from runs/downstream-shadow-removal/ckpt/step009999.pt
+2023-02-13 02:44:16,515 - INFO - Successfully load optimizers from runs/downstream-shadow-removal/ckpt/step009999.pt
+2023-02-13 02:44:16,515 - INFO - Restart training at step 10000
+2023-02-13 02:44:16,515 - INFO - Best psnr so far: 23.695768356323242
+2023-02-13 02:44:16,518 - INFO - Start training...
+2023-02-13 02:44:48,197 - INFO - [Train] step: 10099, loss_adv_disc: 0.078588
+2023-02-13 02:44:48,404 - INFO - [Train] step: 10099, loss_mpn: 0.011509, loss_rec: 0.039201, loss_semantic: 0.377556, loss_idmrf: 3.615375, loss_adv_gen: -48.026169
+2023-02-13 02:45:17,488 - INFO - [Train] step: 10199, loss_adv_disc: -1.947309
+2023-02-13 02:45:17,697 - INFO - [Train] step: 10199, loss_mpn: 0.012715, loss_rec: 0.030864, loss_semantic: 0.360930, loss_idmrf: 2.600466, loss_adv_gen: -85.842705
+2023-02-13 02:45:46,859 - INFO - [Train] step: 10299, loss_adv_disc: -0.551243
+2023-02-13 02:45:47,067 - INFO - [Train] step: 10299, loss_mpn: 0.014206, loss_rec: 0.043966, loss_semantic: 0.523468, loss_idmrf: 5.591407, loss_adv_gen: -92.931442
+2023-02-13 02:46:16,444 - INFO - [Train] step: 10399, loss_adv_disc: -4.300162
+2023-02-13 02:46:16,652 - INFO - [Train] step: 10399, loss_mpn: 0.008325, loss_rec: 0.037018, loss_semantic: 0.390521, loss_idmrf: 2.957632, loss_adv_gen: -63.995998
+2023-02-13 02:46:45,872 - INFO - [Train] step: 10499, loss_adv_disc: -0.984805
+2023-02-13 02:46:46,081 - INFO - [Train] step: 10499, loss_mpn: 0.025511, loss_rec: 0.042500, loss_semantic: 0.398691, loss_idmrf: 4.002370, loss_adv_gen: -72.055634
+2023-02-13 02:47:15,306 - INFO - [Train] step: 10599, loss_adv_disc: -0.168864
+2023-02-13 02:47:15,514 - INFO - [Train] step: 10599, loss_mpn: 0.010539, loss_rec: 0.032968, loss_semantic: 0.400717, loss_idmrf: 3.446010, loss_adv_gen: -75.776711
+2023-02-13 02:47:44,915 - INFO - [Train] step: 10699, loss_adv_disc: -0.191629
+2023-02-13 02:47:45,123 - INFO - [Train] step: 10699, loss_mpn: 0.010557, loss_rec: 0.038703, loss_semantic: 0.471336, loss_idmrf: 2.717856, loss_adv_gen: -81.432404
+2023-02-13 02:48:14,342 - INFO - [Train] step: 10799, loss_adv_disc: 1.988065
+2023-02-13 02:48:14,551 - INFO - [Train] step: 10799, loss_mpn: 0.008534, loss_rec: 0.033567, loss_semantic: 0.337367, loss_idmrf: 2.358154, loss_adv_gen: -62.045174
+2023-02-13 02:48:43,779 - INFO - [Train] step: 10899, loss_adv_disc: -0.890945
+2023-02-13 02:48:43,988 - INFO - [Train] step: 10899, loss_mpn: 0.009466, loss_rec: 0.031909, loss_semantic: 0.363756, loss_idmrf: 2.512322, loss_adv_gen: -55.988701
+2023-02-13 02:49:13,412 - INFO - [Train] step: 10999, loss_adv_disc: -0.436340
+2023-02-13 02:49:13,620 - INFO - [Train] step: 10999, loss_mpn: 0.013038, loss_rec: 0.034377, loss_semantic: 0.406465, loss_idmrf: 3.428352, loss_adv_gen: -76.155876
+2023-02-13 02:49:18,810 - INFO - [Eval] step: 10999, bce: 0.356415, psnr: 23.687820, ssim: 0.926956
+2023-02-13 02:49:49,575 - INFO - [Train] step: 11099, loss_adv_disc: -1.143975
+2023-02-13 02:49:49,784 - INFO - [Train] step: 11099, loss_mpn: 0.006747, loss_rec: 0.029099, loss_semantic: 0.350319, loss_idmrf: 2.055681, loss_adv_gen: -41.675575
+2023-02-13 02:50:19,039 - INFO - [Train] step: 11199, loss_adv_disc: -2.175141
+2023-02-13 02:50:19,248 - INFO - [Train] step: 11199, loss_mpn: 0.014661, loss_rec: 0.030048, loss_semantic: 0.366945, loss_idmrf: 5.886166, loss_adv_gen: -57.670628
+2023-02-13 02:50:48,495 - INFO - [Train] step: 11299, loss_adv_disc: -2.454169
+2023-02-13 02:50:48,704 - INFO - [Train] step: 11299, loss_mpn: 0.011991, loss_rec: 0.038149, loss_semantic: 0.407933, loss_idmrf: 8.903237, loss_adv_gen: -93.871811
+2023-02-13 02:51:18,146 - INFO - [Train] step: 11399, loss_adv_disc: -2.127088
+2023-02-13 02:51:18,355 - INFO - [Train] step: 11399, loss_mpn: 0.012583, loss_rec: 0.028059, loss_semantic: 0.370067, loss_idmrf: 5.352232, loss_adv_gen: -75.710938
+2023-02-13 02:51:47,616 - INFO - [Train] step: 11499, loss_adv_disc: -3.866915
+2023-02-13 02:51:47,825 - INFO - [Train] step: 11499, loss_mpn: 0.010172, loss_rec: 0.039636, loss_semantic: 0.481377, loss_idmrf: 2.577618, loss_adv_gen: -50.608372
+2023-02-13 02:52:17,063 - INFO - [Train] step: 11599, loss_adv_disc: -0.510452
+2023-02-13 02:52:17,272 - INFO - [Train] step: 11599, loss_mpn: 0.012594, loss_rec: 0.036184, loss_semantic: 0.380372, loss_idmrf: 4.289717, loss_adv_gen: -74.201294
+2023-02-13 02:52:46,702 - INFO - [Train] step: 11699, loss_adv_disc: -3.221022
+2023-02-13 02:52:46,911 - INFO - [Train] step: 11699, loss_mpn: 0.007079, loss_rec: 0.033923, loss_semantic: 0.347901, loss_idmrf: 3.232406, loss_adv_gen: -49.549866
+2023-02-13 02:53:16,156 - INFO - [Train] step: 11799, loss_adv_disc: -2.184320
+2023-02-13 02:53:16,365 - INFO - [Train] step: 11799, loss_mpn: 0.009117, loss_rec: 0.041747, loss_semantic: 0.414465, loss_idmrf: 4.049892, loss_adv_gen: -93.858597
+2023-02-13 02:53:45,611 - INFO - [Train] step: 11899, loss_adv_disc: -0.988897
+2023-02-13 02:53:45,819 - INFO - [Train] step: 11899, loss_mpn: 0.005853, loss_rec: 0.026617, loss_semantic: 0.351113, loss_idmrf: 1.215564, loss_adv_gen: -80.830864
+2023-02-13 02:54:15,241 - INFO - [Train] step: 11999, loss_adv_disc: 0.980708
+2023-02-13 02:54:15,449 - INFO - [Train] step: 11999, loss_mpn: 0.021106, loss_rec: 0.040558, loss_semantic: 0.430699, loss_idmrf: 4.337394, loss_adv_gen: -98.472916
+2023-02-13 02:54:20,591 - INFO - [Eval] step: 11999, bce: 0.448820, psnr: 23.549391, ssim: 0.926096
+2023-02-13 02:54:50,910 - INFO - [Train] step: 12099, loss_adv_disc: -0.077401
+2023-02-13 02:54:51,118 - INFO - [Train] step: 12099, loss_mpn: 0.010991, loss_rec: 0.039699, loss_semantic: 0.377598, loss_idmrf: 3.547094, loss_adv_gen: -59.509033
+2023-02-13 02:55:20,352 - INFO - [Train] step: 12199, loss_adv_disc: -1.588708
+2023-02-13 02:55:20,561 - INFO - [Train] step: 12199, loss_mpn: 0.012134, loss_rec: 0.032258, loss_semantic: 0.373746, loss_idmrf: 2.459065, loss_adv_gen: -80.642197
+2023-02-13 02:55:49,796 - INFO - [Train] step: 12299, loss_adv_disc: -0.440839
+2023-02-13 02:55:50,005 - INFO - [Train] step: 12299, loss_mpn: 0.007193, loss_rec: 0.028371, loss_semantic: 0.365545, loss_idmrf: 4.296700, loss_adv_gen: -86.054810
+2023-02-13 02:56:19,442 - INFO - [Train] step: 12399, loss_adv_disc: -1.179346
+2023-02-13 02:56:19,651 - INFO - [Train] step: 12399, loss_mpn: 0.014047, loss_rec: 0.025998, loss_semantic: 0.354992, loss_idmrf: 3.493587, loss_adv_gen: -57.490608
+2023-02-13 02:56:48,891 - INFO - [Train] step: 12499, loss_adv_disc: -1.112655
+2023-02-13 02:56:49,099 - INFO - [Train] step: 12499, loss_mpn: 0.013486, loss_rec: 0.032641, loss_semantic: 0.408824, loss_idmrf: 4.551135, loss_adv_gen: -69.951340
+2023-02-13 02:57:18,345 - INFO - [Train] step: 12599, loss_adv_disc: 0.841728
+2023-02-13 02:57:18,554 - INFO - [Train] step: 12599, loss_mpn: 0.008797, loss_rec: 0.028766, loss_semantic: 0.358703, loss_idmrf: 6.030992, loss_adv_gen: -90.953262
+2023-02-13 02:57:47,993 - INFO - [Train] step: 12699, loss_adv_disc: 0.809182
+2023-02-13 02:57:48,201 - INFO - [Train] step: 12699, loss_mpn: 0.004429, loss_rec: 0.026492, loss_semantic: 0.300694, loss_idmrf: 1.625929, loss_adv_gen: -77.897903
+2023-02-13 02:58:17,440 - INFO - [Train] step: 12799, loss_adv_disc: -0.801807
+2023-02-13 02:58:17,649 - INFO - [Train] step: 12799, loss_mpn: 0.014015, loss_rec: 0.034848, loss_semantic: 0.370866, loss_idmrf: 2.979873, loss_adv_gen: -68.310692
+2023-02-13 02:58:46,886 - INFO - [Train] step: 12899, loss_adv_disc: -5.047458
+2023-02-13 02:58:47,095 - INFO - [Train] step: 12899, loss_mpn: 0.010504, loss_rec: 0.033995, loss_semantic: 0.352904, loss_idmrf: 2.596021, loss_adv_gen: -68.085014
+2023-02-13 02:59:16,521 - INFO - [Train] step: 12999, loss_adv_disc: -6.217038
+2023-02-13 02:59:16,729 - INFO - [Train] step: 12999, loss_mpn: 0.009560, loss_rec: 0.042248, loss_semantic: 0.351271, loss_idmrf: 7.592016, loss_adv_gen: -72.404373
+2023-02-13 02:59:21,915 - INFO - [Eval] step: 12999, bce: 0.403072, psnr: 23.723335, ssim: 0.927467
+2023-02-13 02:59:52,416 - INFO - [Train] step: 13099, loss_adv_disc: -0.344683
+2023-02-13 02:59:52,625 - INFO - [Train] step: 13099, loss_mpn: 0.008536, loss_rec: 0.027696, loss_semantic: 0.320824, loss_idmrf: 4.384482, loss_adv_gen: -36.807159
+2023-02-13 03:00:21,858 - INFO - [Train] step: 13199, loss_adv_disc: -0.633883
+2023-02-13 03:00:22,067 - INFO - [Train] step: 13199, loss_mpn: 0.011513, loss_rec: 0.032611, loss_semantic: 0.386401, loss_idmrf: 3.015574, loss_adv_gen: -84.160339
+2023-02-13 03:00:51,326 - INFO - [Train] step: 13299, loss_adv_disc: -1.454661
+2023-02-13 03:00:51,535 - INFO - [Train] step: 13299, loss_mpn: 0.010252, loss_rec: 0.031422, loss_semantic: 0.363536, loss_idmrf: 2.590449, loss_adv_gen: -77.080185
+2023-02-13 03:01:20,963 - INFO - [Train] step: 13399, loss_adv_disc: -1.952087
+2023-02-13 03:01:21,172 - INFO - [Train] step: 13399, loss_mpn: 0.006985, loss_rec: 0.028874, loss_semantic: 0.363051, loss_idmrf: 4.615744, loss_adv_gen: -86.813782
+2023-02-13 03:01:50,420 - INFO - [Train] step: 13499, loss_adv_disc: -2.931163
+2023-02-13 03:01:50,629 - INFO - [Train] step: 13499, loss_mpn: 0.007509, loss_rec: 0.041209, loss_semantic: 0.391465, loss_idmrf: 2.554505, loss_adv_gen: -65.555023
+2023-02-13 03:02:19,886 - INFO - [Train] step: 13599, loss_adv_disc: -1.157901
+2023-02-13 03:02:20,095 - INFO - [Train] step: 13599, loss_mpn: 0.024059, loss_rec: 0.033903, loss_semantic: 0.395873, loss_idmrf: 3.517569, loss_adv_gen: -80.516960
+2023-02-13 03:02:49,519 - INFO - [Train] step: 13699, loss_adv_disc: -0.466357
+2023-02-13 03:02:49,728 - INFO - [Train] step: 13699, loss_mpn: 0.009441, loss_rec: 0.038954, loss_semantic: 0.422468, loss_idmrf: 2.220746, loss_adv_gen: -57.919315
+2023-02-13 03:03:18,965 - INFO - [Train] step: 13799, loss_adv_disc: -1.499573
+2023-02-13 03:03:19,174 - INFO - [Train] step: 13799, loss_mpn: 0.021366, loss_rec: 0.046169, loss_semantic: 0.447270, loss_idmrf: 5.458885, loss_adv_gen: -85.748489
+2023-02-13 03:03:48,422 - INFO - [Train] step: 13899, loss_adv_disc: -1.536951
+2023-02-13 03:03:48,630 - INFO - [Train] step: 13899, loss_mpn: 0.009894, loss_rec: 0.037270, loss_semantic: 0.543508, loss_idmrf: 1.969022, loss_adv_gen: -76.695808
+2023-02-13 03:04:18,050 - INFO - [Train] step: 13999, loss_adv_disc: -4.334954
+2023-02-13 03:04:18,258 - INFO - [Train] step: 13999, loss_mpn: 0.008074, loss_rec: 0.032596, loss_semantic: 0.314528, loss_idmrf: 2.552278, loss_adv_gen: -43.856140
+2023-02-13 03:04:23,391 - INFO - [Eval] step: 13999, bce: 0.459337, psnr: 23.695547, ssim: 0.927995
+2023-02-13 03:04:53,694 - INFO - [Train] step: 14099, loss_adv_disc: -1.992434
+2023-02-13 03:04:53,903 - INFO - [Train] step: 14099, loss_mpn: 0.022011, loss_rec: 0.037382, loss_semantic: 0.366072, loss_idmrf: 3.695474, loss_adv_gen: -59.897938
+2023-02-13 03:05:23,137 - INFO - [Train] step: 14199, loss_adv_disc: -1.008330
+2023-02-13 03:05:23,346 - INFO - [Train] step: 14199, loss_mpn: 0.006269, loss_rec: 0.036688, loss_semantic: 0.391129, loss_idmrf: 2.103096, loss_adv_gen: -51.805092
+2023-02-13 03:05:52,601 - INFO - [Train] step: 14299, loss_adv_disc: -4.214204
+2023-02-13 03:05:52,809 - INFO - [Train] step: 14299, loss_mpn: 0.014387, loss_rec: 0.059094, loss_semantic: 0.497419, loss_idmrf: 6.891026, loss_adv_gen: -68.543396
+2023-02-13 03:06:22,244 - INFO - [Train] step: 14399, loss_adv_disc: -2.768673
+2023-02-13 03:06:22,453 - INFO - [Train] step: 14399, loss_mpn: 0.006042, loss_rec: 0.028931, loss_semantic: 0.317719, loss_idmrf: 2.839618, loss_adv_gen: -49.560658
+2023-02-13 03:06:51,708 - INFO - [Train] step: 14499, loss_adv_disc: -1.587522
+2023-02-13 03:06:51,916 - INFO - [Train] step: 14499, loss_mpn: 0.013344, loss_rec: 0.031495, loss_semantic: 0.366431, loss_idmrf: 5.531614, loss_adv_gen: -43.433792
+2023-02-13 03:07:21,159 - INFO - [Train] step: 14599, loss_adv_disc: -3.142626
+2023-02-13 03:07:21,368 - INFO - [Train] step: 14599, loss_mpn: 0.015624, loss_rec: 0.041417, loss_semantic: 0.470021, loss_idmrf: 3.430955, loss_adv_gen: -44.935692
+2023-02-13 03:07:50,822 - INFO - [Train] step: 14699, loss_adv_disc: -2.612098
+2023-02-13 03:07:51,031 - INFO - [Train] step: 14699, loss_mpn: 0.011433, loss_rec: 0.045211, loss_semantic: 0.458431, loss_idmrf: 3.423684, loss_adv_gen: -78.737206
+2023-02-13 03:08:20,280 - INFO - [Train] step: 14799, loss_adv_disc: -1.572463
+2023-02-13 03:08:20,489 - INFO - [Train] step: 14799, loss_mpn: 0.010487, loss_rec: 0.042552, loss_semantic: 0.449359, loss_idmrf: 2.908170, loss_adv_gen: -67.777924
+2023-02-13 03:08:49,729 - INFO - [Train] step: 14899, loss_adv_disc: -0.717800
+2023-02-13 03:08:49,938 - INFO - [Train] step: 14899, loss_mpn: 0.010333, loss_rec: 0.027488, loss_semantic: 0.339489, loss_idmrf: 5.085710, loss_adv_gen: -69.917725
+2023-02-13 03:09:19,376 - INFO - [Train] step: 14999, loss_adv_disc: -1.933161
+2023-02-13 03:09:19,585 - INFO - [Train] step: 14999, loss_mpn: 0.018537, loss_rec: 0.033588, loss_semantic: 0.374348, loss_idmrf: 3.241080, loss_adv_gen: -35.936356
+2023-02-13 03:09:24,728 - INFO - [Eval] step: 14999, bce: 0.398218, psnr: 23.808777, ssim: 0.929202
+2023-02-13 03:09:55,338 - INFO - [Train] step: 15099, loss_adv_disc: -1.123843
+2023-02-13 03:09:55,547 - INFO - [Train] step: 15099, loss_mpn: 0.010467, loss_rec: 0.036722, loss_semantic: 0.335451, loss_idmrf: 3.921709, loss_adv_gen: -65.612755
+2023-02-13 03:10:24,781 - INFO - [Train] step: 15199, loss_adv_disc: -0.055525
+2023-02-13 03:10:24,989 - INFO - [Train] step: 15199, loss_mpn: 0.008737, loss_rec: 0.030392, loss_semantic: 0.323074, loss_idmrf: 4.016256, loss_adv_gen: -63.581787
+2023-02-13 03:10:54,249 - INFO - [Train] step: 15299, loss_adv_disc: -0.904782
+2023-02-13 03:10:54,457 - INFO - [Train] step: 15299, loss_mpn: 0.007227, loss_rec: 0.025108, loss_semantic: 0.326624, loss_idmrf: 7.887135, loss_adv_gen: -52.554401
+2023-02-13 03:11:23,871 - INFO - [Train] step: 15399, loss_adv_disc: -2.399804
+2023-02-13 03:11:24,080 - INFO - [Train] step: 15399, loss_mpn: 0.011453, loss_rec: 0.036506, loss_semantic: 0.499180, loss_idmrf: 3.387949, loss_adv_gen: -48.605957
+2023-02-13 03:11:53,310 - INFO - [Train] step: 15499, loss_adv_disc: -1.687280
+2023-02-13 03:11:53,519 - INFO - [Train] step: 15499, loss_mpn: 0.006589, loss_rec: 0.029240, loss_semantic: 0.297095, loss_idmrf: 2.843406, loss_adv_gen: -62.710510
+2023-02-13 03:12:22,762 - INFO - [Train] step: 15599, loss_adv_disc: -0.255836
+2023-02-13 03:12:22,970 - INFO - [Train] step: 15599, loss_mpn: 0.005989, loss_rec: 0.031084, loss_semantic: 0.322900, loss_idmrf: 5.402665, loss_adv_gen: -63.991249
+2023-02-13 03:12:52,388 - INFO - [Train] step: 15699, loss_adv_disc: -0.566187
+2023-02-13 03:12:52,597 - INFO - [Train] step: 15699, loss_mpn: 0.013880, loss_rec: 0.024043, loss_semantic: 0.370826, loss_idmrf: 2.768170, loss_adv_gen: -44.828705
+2023-02-13 03:13:21,837 - INFO - [Train] step: 15799, loss_adv_disc: -3.458609
+2023-02-13 03:13:22,046 - INFO - [Train] step: 15799, loss_mpn: 0.011703, loss_rec: 0.035102, loss_semantic: 0.382987, loss_idmrf: 4.488460, loss_adv_gen: -65.005875
+2023-02-13 03:13:51,286 - INFO - [Train] step: 15899, loss_adv_disc: -0.599114
+2023-02-13 03:13:51,495 - INFO - [Train] step: 15899, loss_mpn: 0.012524, loss_rec: 0.025607, loss_semantic: 0.360270, loss_idmrf: 1.651819, loss_adv_gen: -54.153267
+2023-02-13 03:14:20,919 - INFO - [Train] step: 15999, loss_adv_disc: -0.632309
+2023-02-13 03:14:21,128 - INFO - [Train] step: 15999, loss_mpn: 0.005059, loss_rec: 0.024989, loss_semantic: 0.313581, loss_idmrf: 2.090605, loss_adv_gen: -50.700420
+2023-02-13 03:14:26,263 - INFO - [Eval] step: 15999, bce: 0.407530, psnr: 23.910851, ssim: 0.929588
+2023-02-13 03:14:56,787 - INFO - [Train] step: 16099, loss_adv_disc: -2.858291
+2023-02-13 03:14:56,996 - INFO - [Train] step: 16099, loss_mpn: 0.009401, loss_rec: 0.040451, loss_semantic: 0.429576, loss_idmrf: 3.903901, loss_adv_gen: -67.689865
+2023-02-13 03:15:26,239 - INFO - [Train] step: 16199, loss_adv_disc: -4.446222
+2023-02-13 03:15:26,448 - INFO - [Train] step: 16199, loss_mpn: 0.010294, loss_rec: 0.029341, loss_semantic: 0.350636, loss_idmrf: 4.611250, loss_adv_gen: -58.366482
+2023-02-13 03:15:55,697 - INFO - [Train] step: 16299, loss_adv_disc: -1.042235
+2023-02-13 03:15:55,905 - INFO - [Train] step: 16299, loss_mpn: 0.008295, loss_rec: 0.034843, loss_semantic: 0.395846, loss_idmrf: 2.474969, loss_adv_gen: -40.464108
+2023-02-13 03:16:25,337 - INFO - [Train] step: 16399, loss_adv_disc: -0.666275
+2023-02-13 03:16:25,546 - INFO - [Train] step: 16399, loss_mpn: 0.008661, loss_rec: 0.032371, loss_semantic: 0.398836, loss_idmrf: 4.959391, loss_adv_gen: -58.231514
+2023-02-13 03:16:54,787 - INFO - [Train] step: 16499, loss_adv_disc: -3.111873
+2023-02-13 03:16:54,996 - INFO - [Train] step: 16499, loss_mpn: 0.006355, loss_rec: 0.030116, loss_semantic: 0.322977, loss_idmrf: 2.656320, loss_adv_gen: -59.407661
+2023-02-13 03:17:24,246 - INFO - [Train] step: 16599, loss_adv_disc: -0.969188
+2023-02-13 03:17:24,454 - INFO - [Train] step: 16599, loss_mpn: 0.006812, loss_rec: 0.030045, loss_semantic: 0.388530, loss_idmrf: 3.429312, loss_adv_gen: -55.191212
+2023-02-13 03:17:53,885 - INFO - [Train] step: 16699, loss_adv_disc: -1.384235
+2023-02-13 03:17:54,094 - INFO - [Train] step: 16699, loss_mpn: 0.007724, loss_rec: 0.036217, loss_semantic: 0.368885, loss_idmrf: 1.676530, loss_adv_gen: -57.781860
+2023-02-13 03:18:23,332 - INFO - [Train] step: 16799, loss_adv_disc: -1.833328
+2023-02-13 03:18:23,541 - INFO - [Train] step: 16799, loss_mpn: 0.011292, loss_rec: 0.038726, loss_semantic: 0.407536, loss_idmrf: 2.409158, loss_adv_gen: -69.407043
+2023-02-13 03:18:52,791 - INFO - [Train] step: 16899, loss_adv_disc: -2.642775
+2023-02-13 03:18:53,000 - INFO - [Train] step: 16899, loss_mpn: 0.017453, loss_rec: 0.039096, loss_semantic: 0.409500, loss_idmrf: 4.307015, loss_adv_gen: -69.141121
+2023-02-13 03:19:22,424 - INFO - [Train] step: 16999, loss_adv_disc: -2.500937
+2023-02-13 03:19:22,633 - INFO - [Train] step: 16999, loss_mpn: 0.011810, loss_rec: 0.031087, loss_semantic: 0.387880, loss_idmrf: 3.024927, loss_adv_gen: -49.219688
+2023-02-13 03:19:27,776 - INFO - [Eval] step: 16999, bce: 0.381526, psnr: 23.834940, ssim: 0.929512
+2023-02-13 03:19:58,077 - INFO - [Train] step: 17099, loss_adv_disc: -4.640062
+2023-02-13 03:19:58,286 - INFO - [Train] step: 17099, loss_mpn: 0.005222, loss_rec: 0.031922, loss_semantic: 0.341579, loss_idmrf: 2.995645, loss_adv_gen: -48.879826
+2023-02-13 03:20:27,517 - INFO - [Train] step: 17199, loss_adv_disc: -1.268022
+2023-02-13 03:20:27,726 - INFO - [Train] step: 17199, loss_mpn: 0.006362, loss_rec: 0.028963, loss_semantic: 0.348143, loss_idmrf: 2.592186, loss_adv_gen: -58.502922
+2023-02-13 03:20:56,971 - INFO - [Train] step: 17299, loss_adv_disc: -3.076265
+2023-02-13 03:20:57,179 - INFO - [Train] step: 17299, loss_mpn: 0.005794, loss_rec: 0.032290, loss_semantic: 0.320258, loss_idmrf: 3.073877, loss_adv_gen: -75.206711
+2023-02-13 03:21:26,600 - INFO - [Train] step: 17399, loss_adv_disc: -0.722616
+2023-02-13 03:21:26,809 - INFO - [Train] step: 17399, loss_mpn: 0.008862, loss_rec: 0.027422, loss_semantic: 0.329777, loss_idmrf: 3.391365, loss_adv_gen: -45.755348
+2023-02-13 03:21:56,062 - INFO - [Train] step: 17499, loss_adv_disc: -1.951949
+2023-02-13 03:21:56,271 - INFO - [Train] step: 17499, loss_mpn: 0.022730, loss_rec: 0.036895, loss_semantic: 0.536559, loss_idmrf: 2.266129, loss_adv_gen: -33.774021
+2023-02-13 03:22:25,513 - INFO - [Train] step: 17599, loss_adv_disc: -2.635029
+2023-02-13 03:22:25,721 - INFO - [Train] step: 17599, loss_mpn: 0.020863, loss_rec: 0.034489, loss_semantic: 0.406302, loss_idmrf: 2.749728, loss_adv_gen: -68.144875
+2023-02-13 03:22:55,157 - INFO - [Train] step: 17699, loss_adv_disc: -1.602936
+2023-02-13 03:22:55,366 - INFO - [Train] step: 17699, loss_mpn: 0.009050, loss_rec: 0.035981, loss_semantic: 0.420545, loss_idmrf: 2.019552, loss_adv_gen: -59.465828
+2023-02-13 03:23:24,609 - INFO - [Train] step: 17799, loss_adv_disc: -1.937828
+2023-02-13 03:23:24,817 - INFO - [Train] step: 17799, loss_mpn: 0.016830, loss_rec: 0.032039, loss_semantic: 0.409238, loss_idmrf: 3.658442, loss_adv_gen: -62.794762
+2023-02-13 03:23:54,047 - INFO - [Train] step: 17899, loss_adv_disc: -1.917367
+2023-02-13 03:23:54,256 - INFO - [Train] step: 17899, loss_mpn: 0.011632, loss_rec: 0.032111, loss_semantic: 0.397115, loss_idmrf: 5.596826, loss_adv_gen: -54.250221
+2023-02-13 03:24:23,692 - INFO - [Train] step: 17999, loss_adv_disc: -1.522330
+2023-02-13 03:24:23,900 - INFO - [Train] step: 17999, loss_mpn: 0.008025, loss_rec: 0.027907, loss_semantic: 0.317568, loss_idmrf: 4.100923, loss_adv_gen: -41.896065
+2023-02-13 03:24:29,031 - INFO - [Eval] step: 17999, bce: 0.442065, psnr: 23.760124, ssim: 0.929170
+2023-02-13 03:24:59,321 - INFO - [Train] step: 18099, loss_adv_disc: -0.926828
+2023-02-13 03:24:59,530 - INFO - [Train] step: 18099, loss_mpn: 0.005604, loss_rec: 0.026934, loss_semantic: 0.317587, loss_idmrf: 3.018780, loss_adv_gen: -43.219757
+2023-02-13 03:25:28,761 - INFO - [Train] step: 18199, loss_adv_disc: -1.252304
+2023-02-13 03:25:28,970 - INFO - [Train] step: 18199, loss_mpn: 0.006583, loss_rec: 0.036220, loss_semantic: 0.343108, loss_idmrf: 3.407384, loss_adv_gen: -59.127075
+2023-02-13 03:25:58,215 - INFO - [Train] step: 18299, loss_adv_disc: -4.361234
+2023-02-13 03:25:58,423 - INFO - [Train] step: 18299, loss_mpn: 0.015157, loss_rec: 0.037108, loss_semantic: 0.418717, loss_idmrf: 3.749311, loss_adv_gen: -60.900532
+2023-02-13 03:26:27,850 - INFO - [Train] step: 18399, loss_adv_disc: -2.134433
+2023-02-13 03:26:28,059 - INFO - [Train] step: 18399, loss_mpn: 0.008116, loss_rec: 0.027292, loss_semantic: 0.342987, loss_idmrf: 2.560256, loss_adv_gen: -48.888443
+2023-02-13 03:26:57,292 - INFO - [Train] step: 18499, loss_adv_disc: 0.527846
+2023-02-13 03:26:57,501 - INFO - [Train] step: 18499, loss_mpn: 0.006677, loss_rec: 0.026621, loss_semantic: 0.318599, loss_idmrf: 2.754797, loss_adv_gen: -46.165695
+2023-02-13 03:27:26,725 - INFO - [Train] step: 18599, loss_adv_disc: -1.308938
+2023-02-13 03:27:26,934 - INFO - [Train] step: 18599, loss_mpn: 0.007462, loss_rec: 0.039733, loss_semantic: 0.407243, loss_idmrf: 1.858337, loss_adv_gen: -37.666771
+2023-02-13 03:27:56,360 - INFO - [Train] step: 18699, loss_adv_disc: -2.993707
+2023-02-13 03:27:56,569 - INFO - [Train] step: 18699, loss_mpn: 0.004185, loss_rec: 0.024976, loss_semantic: 0.292228, loss_idmrf: 3.635601, loss_adv_gen: -41.624527
+2023-02-13 03:28:25,807 - INFO - [Train] step: 18799, loss_adv_disc: -0.925315
+2023-02-13 03:28:26,016 - INFO - [Train] step: 18799, loss_mpn: 0.005924, loss_rec: 0.023125, loss_semantic: 0.296790, loss_idmrf: 2.006775, loss_adv_gen: -57.868706
+2023-02-13 03:28:55,264 - INFO - [Train] step: 18899, loss_adv_disc: -4.718306
+2023-02-13 03:28:55,472 - INFO - [Train] step: 18899, loss_mpn: 0.010640, loss_rec: 0.041306, loss_semantic: 0.368742, loss_idmrf: 5.275894, loss_adv_gen: -66.048042
+2023-02-13 03:29:24,901 - INFO - [Train] step: 18999, loss_adv_disc: -3.436166
+2023-02-13 03:29:25,109 - INFO - [Train] step: 18999, loss_mpn: 0.008324, loss_rec: 0.031876, loss_semantic: 0.347499, loss_idmrf: 2.720975, loss_adv_gen: -78.016502
+2023-02-13 03:29:30,252 - INFO - [Eval] step: 18999, bce: 0.449807, psnr: 23.802105, ssim: 0.928289
+2023-02-13 03:30:00,570 - INFO - [Train] step: 19099, loss_adv_disc: -1.636162
+2023-02-13 03:30:00,779 - INFO - [Train] step: 19099, loss_mpn: 0.006203, loss_rec: 0.037541, loss_semantic: 0.359517, loss_idmrf: 3.860636, loss_adv_gen: -16.672791
+2023-02-13 03:30:30,016 - INFO - [Train] step: 19199, loss_adv_disc: -3.129387
+2023-02-13 03:30:30,225 - INFO - [Train] step: 19199, loss_mpn: 0.007494, loss_rec: 0.033616, loss_semantic: 0.351235, loss_idmrf: 2.313427, loss_adv_gen: -65.895172
+2023-02-13 03:30:59,645 - INFO - [Train] step: 19299, loss_adv_disc: -1.372097
+2023-02-13 03:30:59,853 - INFO - [Train] step: 19299, loss_mpn: 0.007141, loss_rec: 0.030316, loss_semantic: 0.351007, loss_idmrf: 2.720200, loss_adv_gen: -61.847340
+2023-02-13 03:31:29,092 - INFO - [Train] step: 19399, loss_adv_disc: -1.721190
+2023-02-13 03:31:29,301 - INFO - [Train] step: 19399, loss_mpn: 0.006103, loss_rec: 0.029222, loss_semantic: 0.334996, loss_idmrf: 4.253203, loss_adv_gen: -60.822281
+2023-02-13 03:31:58,551 - INFO - [Train] step: 19499, loss_adv_disc: -1.837099
+2023-02-13 03:31:58,760 - INFO - [Train] step: 19499, loss_mpn: 0.010932, loss_rec: 0.026487, loss_semantic: 0.384942, loss_idmrf: 3.565819, loss_adv_gen: -45.608253
+2023-02-13 03:32:28,006 - INFO - [Train] step: 19599, loss_adv_disc: -2.718598
+2023-02-13 03:32:28,214 - INFO - [Train] step: 19599, loss_mpn: 0.015166, loss_rec: 0.035973, loss_semantic: 0.467589, loss_idmrf: 2.883530, loss_adv_gen: -50.148312
+2023-02-13 03:32:57,640 - INFO - [Train] step: 19699, loss_adv_disc: -2.816616
+2023-02-13 03:32:57,848 - INFO - [Train] step: 19699, loss_mpn: 0.016170, loss_rec: 0.035296, loss_semantic: 0.428836, loss_idmrf: 3.616713, loss_adv_gen: -58.801323
+2023-02-13 03:33:27,079 - INFO - [Train] step: 19799, loss_adv_disc: -0.808167
+2023-02-13 03:33:27,288 - INFO - [Train] step: 19799, loss_mpn: 0.006861, loss_rec: 0.030523, loss_semantic: 0.333927, loss_idmrf: 1.760766, loss_adv_gen: -48.423855
+2023-02-13 03:33:56,540 - INFO - [Train] step: 19899, loss_adv_disc: -1.257056
+2023-02-13 03:33:56,748 - INFO - [Train] step: 19899, loss_mpn: 0.007679, loss_rec: 0.029557, loss_semantic: 0.375780, loss_idmrf: 2.455881, loss_adv_gen: -60.748562
+2023-02-13 03:34:26,168 - INFO - [Train] step: 19999, loss_adv_disc: -2.131047
+2023-02-13 03:34:26,376 - INFO - [Train] step: 19999, loss_mpn: 0.007155, loss_rec: 0.033969, loss_semantic: 0.365665, loss_idmrf: 4.215178, loss_adv_gen: -42.286987
+2023-02-13 03:34:31,535 - INFO - [Eval] step: 19999, bce: 0.532807, psnr: 23.844255, ssim: 0.928977
+2023-02-13 03:35:01,994 - INFO - [Train] step: 20099, loss_adv_disc: -0.821020
+2023-02-13 03:35:02,203 - INFO - [Train] step: 20099, loss_mpn: 0.002918, loss_rec: 0.019707, loss_semantic: 0.295061, loss_idmrf: 1.051597, loss_adv_gen: -54.710880
+2023-02-13 03:35:31,436 - INFO - [Train] step: 20199, loss_adv_disc: -1.382209
+2023-02-13 03:35:31,645 - INFO - [Train] step: 20199, loss_mpn: 0.008895, loss_rec: 0.024759, loss_semantic: 0.342038, loss_idmrf: 4.306022, loss_adv_gen: -59.216305
+2023-02-13 03:36:01,086 - INFO - [Train] step: 20299, loss_adv_disc: -1.843528
+2023-02-13 03:36:01,295 - INFO - [Train] step: 20299, loss_mpn: 0.021462, loss_rec: 0.036182, loss_semantic: 0.377382, loss_idmrf: 4.597513, loss_adv_gen: -64.265610
+2023-02-13 03:36:30,533 - INFO - [Train] step: 20399, loss_adv_disc: -1.680128
+2023-02-13 03:36:30,741 - INFO - [Train] step: 20399, loss_mpn: 0.006874, loss_rec: 0.026922, loss_semantic: 0.314610, loss_idmrf: 2.805595, loss_adv_gen: -47.953209
+2023-02-13 03:36:59,988 - INFO - [Train] step: 20499, loss_adv_disc: -0.908575
+2023-02-13 03:37:00,197 - INFO - [Train] step: 20499, loss_mpn: 0.012316, loss_rec: 0.027403, loss_semantic: 0.369375, loss_idmrf: 2.440661, loss_adv_gen: -50.821514
+2023-02-13 03:37:29,441 - INFO - [Train] step: 20599, loss_adv_disc: -0.791389
+2023-02-13 03:37:29,650 - INFO - [Train] step: 20599, loss_mpn: 0.005344, loss_rec: 0.021288, loss_semantic: 0.310707, loss_idmrf: 5.183637, loss_adv_gen: -62.245640
+2023-02-13 03:37:59,069 - INFO - [Train] step: 20699, loss_adv_disc: -1.344117
+2023-02-13 03:37:59,278 - INFO - [Train] step: 20699, loss_mpn: 0.007965, loss_rec: 0.025558, loss_semantic: 0.339915, loss_idmrf: 1.723730, loss_adv_gen: -37.892769
+2023-02-13 03:38:28,512 - INFO - [Train] step: 20799, loss_adv_disc: -4.988375
+2023-02-13 03:38:28,720 - INFO - [Train] step: 20799, loss_mpn: 0.012833, loss_rec: 0.037847, loss_semantic: 0.357962, loss_idmrf: 3.132791, loss_adv_gen: -62.692024
+2023-02-13 03:38:57,955 - INFO - [Train] step: 20899, loss_adv_disc: -1.214686
+2023-02-13 03:38:58,164 - INFO - [Train] step: 20899, loss_mpn: 0.010181, loss_rec: 0.043168, loss_semantic: 0.396244, loss_idmrf: 3.857690, loss_adv_gen: -67.181183
+2023-02-13 03:39:27,591 - INFO - [Train] step: 20999, loss_adv_disc: -1.825191
+2023-02-13 03:39:27,800 - INFO - [Train] step: 20999, loss_mpn: 0.010744, loss_rec: 0.033796, loss_semantic: 0.396960, loss_idmrf: 3.169326, loss_adv_gen: -53.664833
+2023-02-13 03:39:32,938 - INFO - [Eval] step: 20999, bce: 0.412189, psnr: 23.995857, ssim: 0.931168
+2023-02-13 03:40:03,449 - INFO - [Train] step: 21099, loss_adv_disc: -2.373983
+2023-02-13 03:40:03,657 - INFO - [Train] step: 21099, loss_mpn: 0.016065, loss_rec: 0.031946, loss_semantic: 0.375466, loss_idmrf: 3.098600, loss_adv_gen: -42.354683
+2023-02-13 03:40:32,892 - INFO - [Train] step: 21199, loss_adv_disc: -4.281846
+2023-02-13 03:40:33,101 - INFO - [Train] step: 21199, loss_mpn: 0.008469, loss_rec: 0.030433, loss_semantic: 0.343839, loss_idmrf: 2.670589, loss_adv_gen: -42.038010
+2023-02-13 03:41:02,534 - INFO - [Train] step: 21299, loss_adv_disc: -2.047416
+2023-02-13 03:41:02,743 - INFO - [Train] step: 21299, loss_mpn: 0.007427, loss_rec: 0.032674, loss_semantic: 0.365108, loss_idmrf: 2.909791, loss_adv_gen: -58.266251
+2023-02-13 03:41:31,982 - INFO - [Train] step: 21399, loss_adv_disc: -0.787121
+2023-02-13 03:41:32,191 - INFO - [Train] step: 21399, loss_mpn: 0.007601, loss_rec: 0.032305, loss_semantic: 0.341065, loss_idmrf: 1.518853, loss_adv_gen: -49.361404
+2023-02-13 03:42:01,440 - INFO - [Train] step: 21499, loss_adv_disc: -2.960994
+2023-02-13 03:42:01,649 - INFO - [Train] step: 21499, loss_mpn: 0.010133, loss_rec: 0.033218, loss_semantic: 0.454507, loss_idmrf: 3.152321, loss_adv_gen: -43.761852
+2023-02-13 03:42:30,902 - INFO - [Train] step: 21599, loss_adv_disc: -0.531810
+2023-02-13 03:42:31,111 - INFO - [Train] step: 21599, loss_mpn: 0.006240, loss_rec: 0.026150, loss_semantic: 0.333196, loss_idmrf: 3.342569, loss_adv_gen: -49.895046
+2023-02-13 03:43:00,552 - INFO - [Train] step: 21699, loss_adv_disc: -0.934840
+2023-02-13 03:43:00,760 - INFO - [Train] step: 21699, loss_mpn: 0.006143, loss_rec: 0.025827, loss_semantic: 0.347423, loss_idmrf: 5.185640, loss_adv_gen: -61.407597
+2023-02-13 03:43:30,007 - INFO - [Train] step: 21799, loss_adv_disc: -1.708362
+2023-02-13 03:43:30,215 - INFO - [Train] step: 21799, loss_mpn: 0.007157, loss_rec: 0.033153, loss_semantic: 0.366003, loss_idmrf: 2.537788, loss_adv_gen: -56.243927
+2023-02-13 03:43:59,453 - INFO - [Train] step: 21899, loss_adv_disc: -2.662016
+2023-02-13 03:43:59,662 - INFO - [Train] step: 21899, loss_mpn: 0.011560, loss_rec: 0.034256, loss_semantic: 0.414814, loss_idmrf: 2.540663, loss_adv_gen: -47.157578
+2023-02-13 03:44:29,088 - INFO - [Train] step: 21999, loss_adv_disc: -1.665895
+2023-02-13 03:44:29,297 - INFO - [Train] step: 21999, loss_mpn: 0.012481, loss_rec: 0.041681, loss_semantic: 0.410288, loss_idmrf: 1.742691, loss_adv_gen: -62.708092
+2023-02-13 03:44:34,479 - INFO - [Eval] step: 21999, bce: 0.464714, psnr: 23.809441, ssim: 0.930178
+2023-02-13 03:45:04,803 - INFO - [Train] step: 22099, loss_adv_disc: -2.987253
+2023-02-13 03:45:05,012 - INFO - [Train] step: 22099, loss_mpn: 0.007824, loss_rec: 0.031368, loss_semantic: 0.363590, loss_idmrf: 2.717836, loss_adv_gen: -58.619572
+2023-02-13 03:45:34,241 - INFO - [Train] step: 22199, loss_adv_disc: -0.920993
+2023-02-13 03:45:34,449 - INFO - [Train] step: 22199, loss_mpn: 0.009114, loss_rec: 0.032073, loss_semantic: 0.363013, loss_idmrf: 3.228037, loss_adv_gen: -51.014500
+2023-02-13 03:46:03,893 - INFO - [Train] step: 22299, loss_adv_disc: -1.332216
+2023-02-13 03:46:04,102 - INFO - [Train] step: 22299, loss_mpn: 0.005149, loss_rec: 0.023768, loss_semantic: 0.309608, loss_idmrf: 3.535915, loss_adv_gen: -58.052727
+2023-02-13 03:46:33,337 - INFO - [Train] step: 22399, loss_adv_disc: -2.954251
+2023-02-13 03:46:33,546 - INFO - [Train] step: 22399, loss_mpn: 0.008305, loss_rec: 0.042678, loss_semantic: 0.423436, loss_idmrf: 3.085995, loss_adv_gen: -57.386398
+2023-02-13 03:47:02,796 - INFO - [Train] step: 22499, loss_adv_disc: -2.537665
+2023-02-13 03:47:03,005 - INFO - [Train] step: 22499, loss_mpn: 0.010203, loss_rec: 0.033067, loss_semantic: 0.427873, loss_idmrf: 3.364084, loss_adv_gen: -31.977356
+2023-02-13 03:47:32,266 - INFO - [Train] step: 22599, loss_adv_disc: -2.119593
+2023-02-13 03:47:32,475 - INFO - [Train] step: 22599, loss_mpn: 0.009034, loss_rec: 0.026896, loss_semantic: 0.351944, loss_idmrf: 2.590875, loss_adv_gen: -39.202179
+2023-02-13 03:48:01,904 - INFO - [Train] step: 22699, loss_adv_disc: -2.218577
+2023-02-13 03:48:02,113 - INFO - [Train] step: 22699, loss_mpn: 0.005697, loss_rec: 0.031317, loss_semantic: 0.377514, loss_idmrf: 1.533009, loss_adv_gen: -43.550716
+2023-02-13 03:48:31,363 - INFO - [Train] step: 22799, loss_adv_disc: -3.975915
+2023-02-13 03:48:31,571 - INFO - [Train] step: 22799, loss_mpn: 0.004963, loss_rec: 0.030778, loss_semantic: 0.357679, loss_idmrf: 1.428168, loss_adv_gen: -64.493042
+2023-02-13 03:49:00,815 - INFO - [Train] step: 22899, loss_adv_disc: -2.386568
+2023-02-13 03:49:01,024 - INFO - [Train] step: 22899, loss_mpn: 0.008505, loss_rec: 0.033951, loss_semantic: 0.400746, loss_idmrf: 2.240148, loss_adv_gen: -60.405560
+2023-02-13 03:49:30,445 - INFO - [Train] step: 22999, loss_adv_disc: -1.425534
+2023-02-13 03:49:30,654 - INFO - [Train] step: 22999, loss_mpn: 0.004612, loss_rec: 0.022062, loss_semantic: 0.292219, loss_idmrf: 2.723917, loss_adv_gen: -54.489628
+2023-02-13 03:49:35,816 - INFO - [Eval] step: 22999, bce: 0.496233, psnr: 23.705549, ssim: 0.930028
+2023-02-13 03:50:06,130 - INFO - [Train] step: 23099, loss_adv_disc: -3.629030
+2023-02-13 03:50:06,339 - INFO - [Train] step: 23099, loss_mpn: 0.017113, loss_rec: 0.039963, loss_semantic: 0.420710, loss_idmrf: 3.228497, loss_adv_gen: -66.667511
+2023-02-13 03:50:35,579 - INFO - [Train] step: 23199, loss_adv_disc: -2.341859
+2023-02-13 03:50:35,787 - INFO - [Train] step: 23199, loss_mpn: 0.007523, loss_rec: 0.030686, loss_semantic: 0.342419, loss_idmrf: 2.144747, loss_adv_gen: -73.500671
+2023-02-13 03:51:05,245 - INFO - [Train] step: 23299, loss_adv_disc: -1.051663
+2023-02-13 03:51:05,454 - INFO - [Train] step: 23299, loss_mpn: 0.005567, loss_rec: 0.023323, loss_semantic: 0.330779, loss_idmrf: 2.536284, loss_adv_gen: -54.168274
+2023-02-13 03:51:34,704 - INFO - [Train] step: 23399, loss_adv_disc: -2.064084
+2023-02-13 03:51:34,914 - INFO - [Train] step: 23399, loss_mpn: 0.005655, loss_rec: 0.025069, loss_semantic: 0.338070, loss_idmrf: 2.127142, loss_adv_gen: -64.372055
+2023-02-13 03:52:04,164 - INFO - [Train] step: 23499, loss_adv_disc: -2.628796
+2023-02-13 03:52:04,373 - INFO - [Train] step: 23499, loss_mpn: 0.007882, loss_rec: 0.035950, loss_semantic: 0.411128, loss_idmrf: 1.505162, loss_adv_gen: -54.485676
+2023-02-13 03:52:33,627 - INFO - [Train] step: 23599, loss_adv_disc: -2.026811
+2023-02-13 03:52:33,836 - INFO - [Train] step: 23599, loss_mpn: 0.008700, loss_rec: 0.021994, loss_semantic: 0.314727, loss_idmrf: 2.674738, loss_adv_gen: -50.828640
+2023-02-13 03:53:03,268 - INFO - [Train] step: 23699, loss_adv_disc: -2.408108
+2023-02-13 03:53:03,477 - INFO - [Train] step: 23699, loss_mpn: 0.007119, loss_rec: 0.029397, loss_semantic: 0.370820, loss_idmrf: 2.113973, loss_adv_gen: -64.023994
+2023-02-13 03:53:32,736 - INFO - [Train] step: 23799, loss_adv_disc: -2.448371
+2023-02-13 03:53:32,945 - INFO - [Train] step: 23799, loss_mpn: 0.009236, loss_rec: 0.038028, loss_semantic: 0.389971, loss_idmrf: 2.496542, loss_adv_gen: -68.355583
+2023-02-13 03:54:02,191 - INFO - [Train] step: 23899, loss_adv_disc: -2.646384
+2023-02-13 03:54:02,400 - INFO - [Train] step: 23899, loss_mpn: 0.005686, loss_rec: 0.026619, loss_semantic: 0.305794, loss_idmrf: 2.764585, loss_adv_gen: -58.164246
+2023-02-13 03:54:31,844 - INFO - [Train] step: 23999, loss_adv_disc: -2.244050
+2023-02-13 03:54:32,053 - INFO - [Train] step: 23999, loss_mpn: 0.019072, loss_rec: 0.036695, loss_semantic: 0.419800, loss_idmrf: 4.794349, loss_adv_gen: -56.691669
+2023-02-13 03:54:37,188 - INFO - [Eval] step: 23999, bce: 0.423072, psnr: 23.929384, ssim: 0.931687
+2023-02-13 03:55:07,474 - INFO - [Train] step: 24099, loss_adv_disc: -1.824091
+2023-02-13 03:55:07,682 - INFO - [Train] step: 24099, loss_mpn: 0.007323, loss_rec: 0.025409, loss_semantic: 0.367337, loss_idmrf: 1.783256, loss_adv_gen: -41.997749
+2023-02-13 03:55:36,922 - INFO - [Train] step: 24199, loss_adv_disc: -1.705926
+2023-02-13 03:55:37,131 - INFO - [Train] step: 24199, loss_mpn: 0.006608, loss_rec: 0.024922, loss_semantic: 0.325300, loss_idmrf: 1.772946, loss_adv_gen: -55.280464
+2023-02-13 03:56:06,571 - INFO - [Train] step: 24299, loss_adv_disc: -1.387813
+2023-02-13 03:56:06,780 - INFO - [Train] step: 24299, loss_mpn: 0.008532, loss_rec: 0.024819, loss_semantic: 0.333036, loss_idmrf: 3.660525, loss_adv_gen: -42.061749
+2023-02-13 03:56:36,009 - INFO - [Train] step: 24399, loss_adv_disc: -3.398212
+2023-02-13 03:56:36,218 - INFO - [Train] step: 24399, loss_mpn: 0.004310, loss_rec: 0.025555, loss_semantic: 0.320220, loss_idmrf: 0.711168, loss_adv_gen: -52.639893
+2023-02-13 03:57:05,452 - INFO - [Train] step: 24499, loss_adv_disc: -1.182582
+2023-02-13 03:57:05,661 - INFO - [Train] step: 24499, loss_mpn: 0.004868, loss_rec: 0.026463, loss_semantic: 0.320026, loss_idmrf: 2.703800, loss_adv_gen: -44.305458
+2023-02-13 03:57:34,890 - INFO - [Train] step: 24599, loss_adv_disc: -2.179983
+2023-02-13 03:57:35,098 - INFO - [Train] step: 24599, loss_mpn: 0.008763, loss_rec: 0.021728, loss_semantic: 0.337773, loss_idmrf: 2.351331, loss_adv_gen: -39.223248
+2023-02-13 03:58:04,537 - INFO - [Train] step: 24699, loss_adv_disc: -1.959560
+2023-02-13 03:58:04,745 - INFO - [Train] step: 24699, loss_mpn: 0.007004, loss_rec: 0.029935, loss_semantic: 0.346946, loss_idmrf: 2.790915, loss_adv_gen: -56.569611
+2023-02-13 03:58:33,993 - INFO - [Train] step: 24799, loss_adv_disc: -1.558927
+2023-02-13 03:58:34,202 - INFO - [Train] step: 24799, loss_mpn: 0.013352, loss_rec: 0.030124, loss_semantic: 0.413617, loss_idmrf: 2.552111, loss_adv_gen: -56.299240
+2023-02-13 03:59:03,447 - INFO - [Train] step: 24899, loss_adv_disc: -2.618589
+2023-02-13 03:59:03,656 - INFO - [Train] step: 24899, loss_mpn: 0.012856, loss_rec: 0.033626, loss_semantic: 0.396584, loss_idmrf: 5.144225, loss_adv_gen: -46.024830
+2023-02-13 03:59:33,088 - INFO - [Train] step: 24999, loss_adv_disc: -2.875488
+2023-02-13 03:59:33,296 - INFO - [Train] step: 24999, loss_mpn: 0.006294, loss_rec: 0.032758, loss_semantic: 0.382921, loss_idmrf: 4.101409, loss_adv_gen: -38.091202
+2023-02-13 03:59:38,456 - INFO - [Eval] step: 24999, bce: 0.494293, psnr: 23.910641, ssim: 0.931275
+2023-02-13 04:00:08,901 - INFO - [Train] step: 25099, loss_adv_disc: -3.002494
+2023-02-13 04:00:09,110 - INFO - [Train] step: 25099, loss_mpn: 0.012923, loss_rec: 0.042998, loss_semantic: 0.389094, loss_idmrf: 3.376410, loss_adv_gen: -64.067093
+2023-02-13 04:00:38,346 - INFO - [Train] step: 25199, loss_adv_disc: -5.016815
+2023-02-13 04:00:38,555 - INFO - [Train] step: 25199, loss_mpn: 0.014368, loss_rec: 0.053279, loss_semantic: 0.451728, loss_idmrf: 3.427337, loss_adv_gen: -61.353497
+2023-02-13 04:01:07,993 - INFO - [Train] step: 25299, loss_adv_disc: -2.128964
+2023-02-13 04:01:08,202 - INFO - [Train] step: 25299, loss_mpn: 0.007653, loss_rec: 0.031010, loss_semantic: 0.372408, loss_idmrf: 3.696013, loss_adv_gen: -37.674156
+2023-02-13 04:01:37,446 - INFO - [Train] step: 25399, loss_adv_disc: -1.170438
+2023-02-13 04:01:37,655 - INFO - [Train] step: 25399, loss_mpn: 0.007121, loss_rec: 0.023605, loss_semantic: 0.337867, loss_idmrf: 2.371561, loss_adv_gen: -44.922745
+2023-02-13 04:02:06,886 - INFO - [Train] step: 25499, loss_adv_disc: -2.289455
+2023-02-13 04:02:07,095 - INFO - [Train] step: 25499, loss_mpn: 0.009439, loss_rec: 0.030207, loss_semantic: 0.341227, loss_idmrf: 3.571287, loss_adv_gen: -52.630623
+2023-02-13 04:02:36,331 - INFO - [Train] step: 25599, loss_adv_disc: -2.275971
+2023-02-13 04:02:36,540 - INFO - [Train] step: 25599, loss_mpn: 0.010324, loss_rec: 0.033716, loss_semantic: 0.369033, loss_idmrf: 2.983631, loss_adv_gen: -56.771912
+2023-02-13 04:03:05,956 - INFO - [Train] step: 25699, loss_adv_disc: -3.929438
+2023-02-13 04:03:06,165 - INFO - [Train] step: 25699, loss_mpn: 0.005107, loss_rec: 0.023621, loss_semantic: 0.317293, loss_idmrf: 1.977758, loss_adv_gen: -38.194695
+2023-02-13 04:03:35,407 - INFO - [Train] step: 25799, loss_adv_disc: -2.947953
+2023-02-13 04:03:35,616 - INFO - [Train] step: 25799, loss_mpn: 0.007025, loss_rec: 0.026580, loss_semantic: 0.322663, loss_idmrf: 1.570272, loss_adv_gen: -59.964291
+2023-02-13 04:04:04,848 - INFO - [Train] step: 25899, loss_adv_disc: -1.598645
+2023-02-13 04:04:05,057 - INFO - [Train] step: 25899, loss_mpn: 0.005981, loss_rec: 0.039875, loss_semantic: 0.387087, loss_idmrf: 2.259921, loss_adv_gen: -31.552460
+2023-02-13 04:04:34,480 - INFO - [Train] step: 25999, loss_adv_disc: -1.000123
+2023-02-13 04:04:34,688 - INFO - [Train] step: 25999, loss_mpn: 0.011854, loss_rec: 0.030783, loss_semantic: 0.366924, loss_idmrf: 2.419249, loss_adv_gen: -42.398209
+2023-02-13 04:04:39,819 - INFO - [Eval] step: 25999, bce: 0.379053, psnr: 23.972345, ssim: 0.932233
+2023-02-13 04:05:10,126 - INFO - [Train] step: 26099, loss_adv_disc: -1.131559
+2023-02-13 04:05:10,335 - INFO - [Train] step: 26099, loss_mpn: 0.007134, loss_rec: 0.021641, loss_semantic: 0.318042, loss_idmrf: 3.112147, loss_adv_gen: -53.450821
+2023-02-13 04:05:39,581 - INFO - [Train] step: 26199, loss_adv_disc: -1.814842
+2023-02-13 04:05:39,789 - INFO - [Train] step: 26199, loss_mpn: 0.006957, loss_rec: 0.031351, loss_semantic: 0.359431, loss_idmrf: 3.939166, loss_adv_gen: -49.258316
+2023-02-13 04:06:09,217 - INFO - [Train] step: 26299, loss_adv_disc: -1.674930
+2023-02-13 04:06:09,426 - INFO - [Train] step: 26299, loss_mpn: 0.005781, loss_rec: 0.029166, loss_semantic: 0.291324, loss_idmrf: 3.769212, loss_adv_gen: -36.555950
+2023-02-13 04:06:38,659 - INFO - [Train] step: 26399, loss_adv_disc: -1.669163
+2023-02-13 04:06:38,867 - INFO - [Train] step: 26399, loss_mpn: 0.009312, loss_rec: 0.021297, loss_semantic: 0.302380, loss_idmrf: 3.968942, loss_adv_gen: -35.490517
+2023-02-13 04:07:08,106 - INFO - [Train] step: 26499, loss_adv_disc: -3.611588
+2023-02-13 04:07:08,314 - INFO - [Train] step: 26499, loss_mpn: 0.012238, loss_rec: 0.030930, loss_semantic: 0.397214, loss_idmrf: 4.898618, loss_adv_gen: -69.384735
+2023-02-13 04:07:37,547 - INFO - [Train] step: 26599, loss_adv_disc: -4.188798
+2023-02-13 04:07:37,755 - INFO - [Train] step: 26599, loss_mpn: 0.014178, loss_rec: 0.041108, loss_semantic: 0.457722, loss_idmrf: 3.513246, loss_adv_gen: -88.662796
+2023-02-13 04:08:07,192 - INFO - [Train] step: 26699, loss_adv_disc: -2.032719
+2023-02-13 04:08:07,400 - INFO - [Train] step: 26699, loss_mpn: 0.005614, loss_rec: 0.028942, loss_semantic: 0.317826, loss_idmrf: 2.767789, loss_adv_gen: -53.963402
+2023-02-13 04:08:36,641 - INFO - [Train] step: 26799, loss_adv_disc: -1.779737
+2023-02-13 04:08:36,850 - INFO - [Train] step: 26799, loss_mpn: 0.005052, loss_rec: 0.023449, loss_semantic: 0.296901, loss_idmrf: 1.286634, loss_adv_gen: -62.788879
+2023-02-13 04:09:06,077 - INFO - [Train] step: 26899, loss_adv_disc: -3.180129
+2023-02-13 04:09:06,286 - INFO - [Train] step: 26899, loss_mpn: 0.010187, loss_rec: 0.027996, loss_semantic: 0.343080, loss_idmrf: 2.296761, loss_adv_gen: -52.778481
+2023-02-13 04:09:35,690 - INFO - [Train] step: 26999, loss_adv_disc: -0.776358
+2023-02-13 04:09:35,903 - INFO - [Train] step: 26999, loss_mpn: 0.003122, loss_rec: 0.022430, loss_semantic: 0.296052, loss_idmrf: 1.410728, loss_adv_gen: -56.631275
+2023-02-13 04:09:41,048 - INFO - [Eval] step: 26999, bce: 0.467820, psnr: 23.892040, ssim: 0.931154
+2023-02-13 04:10:11,354 - INFO - [Train] step: 27099, loss_adv_disc: -3.549163
+2023-02-13 04:10:11,563 - INFO - [Train] step: 27099, loss_mpn: 0.012723, loss_rec: 0.045948, loss_semantic: 0.476646, loss_idmrf: 3.937117, loss_adv_gen: -45.297981
+2023-02-13 04:10:40,799 - INFO - [Train] step: 27199, loss_adv_disc: -1.461819
+2023-02-13 04:10:41,008 - INFO - [Train] step: 27199, loss_mpn: 0.006455, loss_rec: 0.025119, loss_semantic: 0.319218, loss_idmrf: 1.629803, loss_adv_gen: -49.119114
+2023-02-13 04:11:10,427 - INFO - [Train] step: 27299, loss_adv_disc: -1.982147
+2023-02-13 04:11:10,636 - INFO - [Train] step: 27299, loss_mpn: 0.007175, loss_rec: 0.028984, loss_semantic: 0.362375, loss_idmrf: 1.994591, loss_adv_gen: -35.928234
+2023-02-13 04:11:39,875 - INFO - [Train] step: 27399, loss_adv_disc: -1.590581
+2023-02-13 04:11:40,084 - INFO - [Train] step: 27399, loss_mpn: 0.008258, loss_rec: 0.030676, loss_semantic: 0.359340, loss_idmrf: 5.009028, loss_adv_gen: -66.535286
+2023-02-13 04:12:09,315 - INFO - [Train] step: 27499, loss_adv_disc: -0.402845
+2023-02-13 04:12:09,524 - INFO - [Train] step: 27499, loss_mpn: 0.005017, loss_rec: 0.018790, loss_semantic: 0.267146, loss_idmrf: 3.032572, loss_adv_gen: -31.063499
+2023-02-13 04:12:38,945 - INFO - [Train] step: 27599, loss_adv_disc: -2.334307
+2023-02-13 04:12:39,153 - INFO - [Train] step: 27599, loss_mpn: 0.009680, loss_rec: 0.031130, loss_semantic: 0.403578, loss_idmrf: 2.780985, loss_adv_gen: -43.041565
+2023-02-13 04:13:08,383 - INFO - [Train] step: 27699, loss_adv_disc: -3.015743
+2023-02-13 04:13:08,591 - INFO - [Train] step: 27699, loss_mpn: 0.018975, loss_rec: 0.047783, loss_semantic: 0.425497, loss_idmrf: 3.275642, loss_adv_gen: -46.561310
+2023-02-13 04:13:37,834 - INFO - [Train] step: 27799, loss_adv_disc: -2.397944
+2023-02-13 04:13:38,042 - INFO - [Train] step: 27799, loss_mpn: 0.008875, loss_rec: 0.022515, loss_semantic: 0.318298, loss_idmrf: 3.172273, loss_adv_gen: -50.527237
+2023-02-13 04:14:07,284 - INFO - [Train] step: 27899, loss_adv_disc: -3.253990
+2023-02-13 04:14:07,492 - INFO - [Train] step: 27899, loss_mpn: 0.008475, loss_rec: 0.030102, loss_semantic: 0.385625, loss_idmrf: 3.359437, loss_adv_gen: -54.444069
+2023-02-13 04:14:36,918 - INFO - [Train] step: 27999, loss_adv_disc: -1.056982
+2023-02-13 04:14:37,126 - INFO - [Train] step: 27999, loss_mpn: 0.007983, loss_rec: 0.024990, loss_semantic: 0.312865, loss_idmrf: 1.289099, loss_adv_gen: -40.702690
+2023-02-13 04:14:42,289 - INFO - [Eval] step: 27999, bce: 0.407889, psnr: 24.050518, ssim: 0.932894
+2023-02-13 04:15:12,757 - INFO - [Train] step: 28099, loss_adv_disc: -3.248437
+2023-02-13 04:15:12,965 - INFO - [Train] step: 28099, loss_mpn: 0.006869, loss_rec: 0.028881, loss_semantic: 0.362487, loss_idmrf: 1.182486, loss_adv_gen: -54.308258
+2023-02-13 04:15:42,196 - INFO - [Train] step: 28199, loss_adv_disc: -2.695652
+2023-02-13 04:15:42,405 - INFO - [Train] step: 28199, loss_mpn: 0.006013, loss_rec: 0.027336, loss_semantic: 0.359971, loss_idmrf: 1.179807, loss_adv_gen: -31.996471
+2023-02-13 04:16:11,831 - INFO - [Train] step: 28299, loss_adv_disc: -2.555561
+2023-02-13 04:16:12,040 - INFO - [Train] step: 28299, loss_mpn: 0.006889, loss_rec: 0.026413, loss_semantic: 0.323360, loss_idmrf: 2.315033, loss_adv_gen: -45.354450
+2023-02-13 04:16:41,278 - INFO - [Train] step: 28399, loss_adv_disc: -0.930417
+2023-02-13 04:16:41,486 - INFO - [Train] step: 28399, loss_mpn: 0.003901, loss_rec: 0.020817, loss_semantic: 0.298452, loss_idmrf: 2.879560, loss_adv_gen: -52.044228
+2023-02-13 04:17:10,724 - INFO - [Train] step: 28499, loss_adv_disc: -1.263307
+2023-02-13 04:17:10,933 - INFO - [Train] step: 28499, loss_mpn: 0.008175, loss_rec: 0.027284, loss_semantic: 0.342604, loss_idmrf: 1.002726, loss_adv_gen: -47.339424
+2023-02-13 04:17:40,360 - INFO - [Train] step: 28599, loss_adv_disc: -3.608934
+2023-02-13 04:17:40,568 - INFO - [Train] step: 28599, loss_mpn: 0.009251, loss_rec: 0.031929, loss_semantic: 0.374587, loss_idmrf: 1.810358, loss_adv_gen: -42.233673
+2023-02-13 04:18:09,808 - INFO - [Train] step: 28699, loss_adv_disc: -1.356530
+2023-02-13 04:18:10,017 - INFO - [Train] step: 28699, loss_mpn: 0.006944, loss_rec: 0.023396, loss_semantic: 0.342738, loss_idmrf: 1.533525, loss_adv_gen: -38.768314
+2023-02-13 04:18:39,252 - INFO - [Train] step: 28799, loss_adv_disc: -1.913511
+2023-02-13 04:18:39,461 - INFO - [Train] step: 28799, loss_mpn: 0.005483, loss_rec: 0.022142, loss_semantic: 0.296328, loss_idmrf: 1.239522, loss_adv_gen: -41.124989
+2023-02-13 04:19:08,710 - INFO - [Train] step: 28899, loss_adv_disc: -1.888143
+2023-02-13 04:19:08,918 - INFO - [Train] step: 28899, loss_mpn: 0.006542, loss_rec: 0.025403, loss_semantic: 0.326764, loss_idmrf: 4.936932, loss_adv_gen: -59.378212
+2023-02-13 04:19:38,344 - INFO - [Train] step: 28999, loss_adv_disc: -1.588324
+2023-02-13 04:19:38,553 - INFO - [Train] step: 28999, loss_mpn: 0.006560, loss_rec: 0.025576, loss_semantic: 0.327476, loss_idmrf: 3.260027, loss_adv_gen: -48.005432
+2023-02-13 04:19:43,698 - INFO - [Eval] step: 28999, bce: 0.465755, psnr: 23.979197, ssim: 0.932822
+2023-02-13 04:20:13,994 - INFO - [Train] step: 29099, loss_adv_disc: -2.685792
+2023-02-13 04:20:14,203 - INFO - [Train] step: 29099, loss_mpn: 0.012146, loss_rec: 0.029994, loss_semantic: 0.365296, loss_idmrf: 2.682022, loss_adv_gen: -36.540726
+2023-02-13 04:20:43,452 - INFO - [Train] step: 29199, loss_adv_disc: -1.354690
+2023-02-13 04:20:43,661 - INFO - [Train] step: 29199, loss_mpn: 0.007733, loss_rec: 0.025824, loss_semantic: 0.352530, loss_idmrf: 1.492018, loss_adv_gen: -59.247963
+2023-02-13 04:21:13,086 - INFO - [Train] step: 29299, loss_adv_disc: -0.308071
+2023-02-13 04:21:13,295 - INFO - [Train] step: 29299, loss_mpn: 0.005732, loss_rec: 0.027066, loss_semantic: 0.429230, loss_idmrf: 5.198031, loss_adv_gen: -36.152596
+2023-02-13 04:21:42,523 - INFO - [Train] step: 29399, loss_adv_disc: -5.704453
+2023-02-13 04:21:42,733 - INFO - [Train] step: 29399, loss_mpn: 0.009742, loss_rec: 0.036058, loss_semantic: 0.422115, loss_idmrf: 3.425453, loss_adv_gen: -64.740868
+2023-02-13 04:22:11,979 - INFO - [Train] step: 29499, loss_adv_disc: -3.116785
+2023-02-13 04:22:12,187 - INFO - [Train] step: 29499, loss_mpn: 0.009215, loss_rec: 0.025835, loss_semantic: 0.381380, loss_idmrf: 4.609172, loss_adv_gen: -35.275311
+2023-02-13 04:22:41,608 - INFO - [Train] step: 29599, loss_adv_disc: -3.281649
+2023-02-13 04:22:41,817 - INFO - [Train] step: 29599, loss_mpn: 0.008651, loss_rec: 0.032746, loss_semantic: 0.376462, loss_idmrf: 1.623248, loss_adv_gen: -55.076706
+2023-02-13 04:23:11,065 - INFO - [Train] step: 29699, loss_adv_disc: -1.218207
+2023-02-13 04:23:11,274 - INFO - [Train] step: 29699, loss_mpn: 0.003264, loss_rec: 0.019132, loss_semantic: 0.286781, loss_idmrf: 2.779821, loss_adv_gen: -47.997040
+2023-02-13 04:23:40,521 - INFO - [Train] step: 29799, loss_adv_disc: -4.113495
+2023-02-13 04:23:40,730 - INFO - [Train] step: 29799, loss_mpn: 0.014174, loss_rec: 0.033425, loss_semantic: 0.392298, loss_idmrf: 2.298213, loss_adv_gen: -53.244530
+2023-02-13 04:24:09,972 - INFO - [Train] step: 29899, loss_adv_disc: -2.777640
+2023-02-13 04:24:10,181 - INFO - [Train] step: 29899, loss_mpn: 0.010283, loss_rec: 0.027365, loss_semantic: 0.370754, loss_idmrf: 2.673162, loss_adv_gen: -44.858421
+2023-02-13 04:24:39,617 - INFO - [Train] step: 29999, loss_adv_disc: -1.686746
+2023-02-13 04:24:39,826 - INFO - [Train] step: 29999, loss_mpn: 0.006264, loss_rec: 0.021137, loss_semantic: 0.292509, loss_idmrf: 2.118923, loss_adv_gen: -39.865761
+2023-02-13 04:24:44,947 - INFO - [Eval] step: 29999, bce: 0.492185, psnr: 23.945683, ssim: 0.932370
+2023-02-13 04:25:15,393 - INFO - [Train] step: 30099, loss_adv_disc: -2.197589
+2023-02-13 04:25:15,602 - INFO - [Train] step: 30099, loss_mpn: 0.014454, loss_rec: 0.025383, loss_semantic: 0.374786, loss_idmrf: 2.624727, loss_adv_gen: -40.343857
+2023-02-13 04:25:44,882 - INFO - [Train] step: 30199, loss_adv_disc: -1.674134
+2023-02-13 04:25:45,091 - INFO - [Train] step: 30199, loss_mpn: 0.006576, loss_rec: 0.023323, loss_semantic: 0.302643, loss_idmrf: 1.844227, loss_adv_gen: -39.347649
+2023-02-13 04:26:14,522 - INFO - [Train] step: 30299, loss_adv_disc: -2.467939
+2023-02-13 04:26:14,730 - INFO - [Train] step: 30299, loss_mpn: 0.004610, loss_rec: 0.019071, loss_semantic: 0.272741, loss_idmrf: 2.557956, loss_adv_gen: -35.477177
+2023-02-13 04:26:43,963 - INFO - [Train] step: 30399, loss_adv_disc: -3.106873
+2023-02-13 04:26:44,171 - INFO - [Train] step: 30399, loss_mpn: 0.011434, loss_rec: 0.034334, loss_semantic: 0.442513, loss_idmrf: 2.949084, loss_adv_gen: -48.490547
+2023-02-13 04:27:13,406 - INFO - [Train] step: 30499, loss_adv_disc: -3.356421
+2023-02-13 04:27:13,614 - INFO - [Train] step: 30499, loss_mpn: 0.006068, loss_rec: 0.027413, loss_semantic: 0.352242, loss_idmrf: 2.848948, loss_adv_gen: -59.479187
+2023-02-13 04:27:43,044 - INFO - [Train] step: 30599, loss_adv_disc: -1.141179
+2023-02-13 04:27:43,253 - INFO - [Train] step: 30599, loss_mpn: 0.004855, loss_rec: 0.017252, loss_semantic: 0.252036, loss_idmrf: 1.422145, loss_adv_gen: -30.667336
+2023-02-13 04:28:12,498 - INFO - [Train] step: 30699, loss_adv_disc: -2.391990
+2023-02-13 04:28:12,707 - INFO - [Train] step: 30699, loss_mpn: 0.008719, loss_rec: 0.027900, loss_semantic: 0.338170, loss_idmrf: 3.741982, loss_adv_gen: -48.991299
+2023-02-13 04:28:41,943 - INFO - [Train] step: 30799, loss_adv_disc: -2.743029
+2023-02-13 04:28:42,152 - INFO - [Train] step: 30799, loss_mpn: 0.007150, loss_rec: 0.029743, loss_semantic: 0.353363, loss_idmrf: 1.883271, loss_adv_gen: -57.676750
+2023-02-13 04:29:11,394 - INFO - [Train] step: 30899, loss_adv_disc: -1.434591
+2023-02-13 04:29:11,603 - INFO - [Train] step: 30899, loss_mpn: 0.004940, loss_rec: 0.021217, loss_semantic: 0.291477, loss_idmrf: 1.621642, loss_adv_gen: -61.386360
+2023-02-13 04:29:41,027 - INFO - [Train] step: 30999, loss_adv_disc: -3.122560
+2023-02-13 04:29:41,235 - INFO - [Train] step: 30999, loss_mpn: 0.007449, loss_rec: 0.035113, loss_semantic: 0.435334, loss_idmrf: 3.818401, loss_adv_gen: -52.961311
+2023-02-13 04:29:46,393 - INFO - [Eval] step: 30999, bce: 0.490164, psnr: 23.965448, ssim: 0.932622
+2023-02-13 04:30:16,716 - INFO - [Train] step: 31099, loss_adv_disc: -2.185221
+2023-02-13 04:30:16,924 - INFO - [Train] step: 31099, loss_mpn: 0.004554, loss_rec: 0.020886, loss_semantic: 0.288429, loss_idmrf: 1.497186, loss_adv_gen: -52.509830
+2023-02-13 04:30:46,170 - INFO - [Train] step: 31199, loss_adv_disc: -4.675382
+2023-02-13 04:30:46,378 - INFO - [Train] step: 31199, loss_mpn: 0.011436, loss_rec: 0.037177, loss_semantic: 0.422422, loss_idmrf: 3.885715, loss_adv_gen: -55.271225
+2023-02-13 04:31:15,811 - INFO - [Train] step: 31299, loss_adv_disc: -1.755943
+2023-02-13 04:31:16,020 - INFO - [Train] step: 31299, loss_mpn: 0.009999, loss_rec: 0.023714, loss_semantic: 0.357692, loss_idmrf: 2.204484, loss_adv_gen: -36.626755
+2023-02-13 04:31:45,265 - INFO - [Train] step: 31399, loss_adv_disc: -1.392416
+2023-02-13 04:31:45,474 - INFO - [Train] step: 31399, loss_mpn: 0.007405, loss_rec: 0.023420, loss_semantic: 0.318830, loss_idmrf: 2.317692, loss_adv_gen: -43.350834
+2023-02-13 04:32:14,705 - INFO - [Train] step: 31499, loss_adv_disc: -2.211383
+2023-02-13 04:32:14,914 - INFO - [Train] step: 31499, loss_mpn: 0.006516, loss_rec: 0.028322, loss_semantic: 0.381882, loss_idmrf: 1.678529, loss_adv_gen: -37.920712
+2023-02-13 04:32:44,356 - INFO - [Train] step: 31599, loss_adv_disc: -1.601540
+2023-02-13 04:32:44,564 - INFO - [Train] step: 31599, loss_mpn: 0.009201, loss_rec: 0.031845, loss_semantic: 0.375913, loss_idmrf: 1.841415, loss_adv_gen: -47.110973
+2023-02-13 04:33:13,811 - INFO - [Train] step: 31699, loss_adv_disc: -1.545524
+2023-02-13 04:33:14,019 - INFO - [Train] step: 31699, loss_mpn: 0.008448, loss_rec: 0.037653, loss_semantic: 0.368679, loss_idmrf: 2.739496, loss_adv_gen: -25.949142
+2023-02-13 04:33:43,266 - INFO - [Train] step: 31799, loss_adv_disc: -3.020606
+2023-02-13 04:33:43,475 - INFO - [Train] step: 31799, loss_mpn: 0.015079, loss_rec: 0.038613, loss_semantic: 0.437632, loss_idmrf: 2.923442, loss_adv_gen: -38.652390
+2023-02-13 04:34:12,732 - INFO - [Train] step: 31899, loss_adv_disc: -2.436349
+2023-02-13 04:34:12,940 - INFO - [Train] step: 31899, loss_mpn: 0.007766, loss_rec: 0.024789, loss_semantic: 0.337582, loss_idmrf: 2.340315, loss_adv_gen: -43.865879
+2023-02-13 04:34:42,373 - INFO - [Train] step: 31999, loss_adv_disc: -2.298278
+2023-02-13 04:34:42,582 - INFO - [Train] step: 31999, loss_mpn: 0.008034, loss_rec: 0.031308, loss_semantic: 0.375757, loss_idmrf: 2.158618, loss_adv_gen: -53.958466
+2023-02-13 04:34:47,725 - INFO - [Eval] step: 31999, bce: 0.511144, psnr: 23.987217, ssim: 0.932225
+2023-02-13 04:35:18,021 - INFO - [Train] step: 32099, loss_adv_disc: -2.084677
+2023-02-13 04:35:18,229 - INFO - [Train] step: 32099, loss_mpn: 0.009502, loss_rec: 0.025188, loss_semantic: 0.323963, loss_idmrf: 3.507452, loss_adv_gen: -46.396492
+2023-02-13 04:35:47,464 - INFO - [Train] step: 32199, loss_adv_disc: -4.015974
+2023-02-13 04:35:47,673 - INFO - [Train] step: 32199, loss_mpn: 0.009766, loss_rec: 0.030390, loss_semantic: 0.407730, loss_idmrf: 5.195652, loss_adv_gen: -59.783085
+2023-02-13 04:36:17,108 - INFO - [Train] step: 32299, loss_adv_disc: -3.174493
+2023-02-13 04:36:17,317 - INFO - [Train] step: 32299, loss_mpn: 0.009587, loss_rec: 0.022740, loss_semantic: 0.340636, loss_idmrf: 1.810525, loss_adv_gen: -43.734375
+2023-02-13 04:36:46,557 - INFO - [Train] step: 32399, loss_adv_disc: -2.961869
+2023-02-13 04:36:46,766 - INFO - [Train] step: 32399, loss_mpn: 0.006834, loss_rec: 0.026820, loss_semantic: 0.367303, loss_idmrf: 3.318485, loss_adv_gen: -48.750732
+2023-02-13 04:37:16,014 - INFO - [Train] step: 32499, loss_adv_disc: -1.361956
+2023-02-13 04:37:16,223 - INFO - [Train] step: 32499, loss_mpn: 0.003526, loss_rec: 0.021565, loss_semantic: 0.330520, loss_idmrf: 0.975429, loss_adv_gen: -30.753990
+2023-02-13 04:37:45,659 - INFO - [Train] step: 32599, loss_adv_disc: 0.066008
+2023-02-13 04:37:45,868 - INFO - [Train] step: 32599, loss_mpn: 0.011720, loss_rec: 0.032479, loss_semantic: 0.369994, loss_idmrf: 3.079811, loss_adv_gen: -62.844032
+2023-02-13 04:38:15,115 - INFO - [Train] step: 32699, loss_adv_disc: -2.147907
+2023-02-13 04:38:15,323 - INFO - [Train] step: 32699, loss_mpn: 0.010529, loss_rec: 0.030653, loss_semantic: 0.365616, loss_idmrf: 2.815894, loss_adv_gen: -38.179665
+2023-02-13 04:38:44,576 - INFO - [Train] step: 32799, loss_adv_disc: -3.022984
+2023-02-13 04:38:44,784 - INFO - [Train] step: 32799, loss_mpn: 0.007264, loss_rec: 0.024473, loss_semantic: 0.354572, loss_idmrf: 2.879258, loss_adv_gen: -47.123955
+2023-02-13 04:39:14,018 - INFO - [Train] step: 32899, loss_adv_disc: -2.134367
+2023-02-13 04:39:14,226 - INFO - [Train] step: 32899, loss_mpn: 0.010902, loss_rec: 0.024346, loss_semantic: 0.349439, loss_idmrf: 2.405934, loss_adv_gen: -49.264977
+2023-02-13 04:39:43,683 - INFO - [Train] step: 32999, loss_adv_disc: -1.867232
+2023-02-13 04:39:43,891 - INFO - [Train] step: 32999, loss_mpn: 0.007945, loss_rec: 0.030071, loss_semantic: 0.401522, loss_idmrf: 1.317394, loss_adv_gen: -43.877331
+2023-02-13 04:39:49,055 - INFO - [Eval] step: 32999, bce: 0.449431, psnr: 23.902346, ssim: 0.932984
+2023-02-13 04:40:19,349 - INFO - [Train] step: 33099, loss_adv_disc: -2.116894
+2023-02-13 04:40:19,558 - INFO - [Train] step: 33099, loss_mpn: 0.010758, loss_rec: 0.024110, loss_semantic: 0.369346, loss_idmrf: 1.759542, loss_adv_gen: -47.994667
+2023-02-13 04:40:48,792 - INFO - [Train] step: 33199, loss_adv_disc: -1.882688
+2023-02-13 04:40:49,001 - INFO - [Train] step: 33199, loss_mpn: 0.008150, loss_rec: 0.024921, loss_semantic: 0.324246, loss_idmrf: 3.030573, loss_adv_gen: -52.880379
+2023-02-13 04:41:18,442 - INFO - [Train] step: 33299, loss_adv_disc: -1.602988
+2023-02-13 04:41:18,651 - INFO - [Train] step: 33299, loss_mpn: 0.005471, loss_rec: 0.018395, loss_semantic: 0.298615, loss_idmrf: 5.933259, loss_adv_gen: -33.227077
+2023-02-13 04:41:47,905 - INFO - [Train] step: 33399, loss_adv_disc: -1.262914
+2023-02-13 04:41:48,113 - INFO - [Train] step: 33399, loss_mpn: 0.004389, loss_rec: 0.023651, loss_semantic: 0.292535, loss_idmrf: 1.633751, loss_adv_gen: -47.819061
+2023-02-13 04:42:17,374 - INFO - [Train] step: 33499, loss_adv_disc: -4.915746
+2023-02-13 04:42:17,583 - INFO - [Train] step: 33499, loss_mpn: 0.006723, loss_rec: 0.039050, loss_semantic: 0.405457, loss_idmrf: 2.034822, loss_adv_gen: -73.422531
+2023-02-13 04:42:47,032 - INFO - [Train] step: 33599, loss_adv_disc: -3.144320
+2023-02-13 04:42:47,241 - INFO - [Train] step: 33599, loss_mpn: 0.009663, loss_rec: 0.031112, loss_semantic: 0.353883, loss_idmrf: 2.664726, loss_adv_gen: -30.228935
+2023-02-13 04:43:16,501 - INFO - [Train] step: 33699, loss_adv_disc: -4.212373
+2023-02-13 04:43:16,710 - INFO - [Train] step: 33699, loss_mpn: 0.015043, loss_rec: 0.039189, loss_semantic: 0.461344, loss_idmrf: 2.188730, loss_adv_gen: -57.981586
+2023-02-13 04:43:45,968 - INFO - [Train] step: 33799, loss_adv_disc: -2.260951
+2023-02-13 04:43:46,177 - INFO - [Train] step: 33799, loss_mpn: 0.012627, loss_rec: 0.029967, loss_semantic: 0.422946, loss_idmrf: 1.669225, loss_adv_gen: -42.562790
+2023-02-13 04:44:15,423 - INFO - [Train] step: 33899, loss_adv_disc: -2.908595
+2023-02-13 04:44:15,631 - INFO - [Train] step: 33899, loss_mpn: 0.009963, loss_rec: 0.026809, loss_semantic: 0.331871, loss_idmrf: 4.898873, loss_adv_gen: -28.988209
+2023-02-13 04:44:45,067 - INFO - [Train] step: 33999, loss_adv_disc: -3.627460
+2023-02-13 04:44:45,276 - INFO - [Train] step: 33999, loss_mpn: 0.011132, loss_rec: 0.029245, loss_semantic: 0.385511, loss_idmrf: 2.419443, loss_adv_gen: -38.314835
+2023-02-13 04:44:50,427 - INFO - [Eval] step: 33999, bce: 0.493806, psnr: 24.006083, ssim: 0.933177
+2023-02-13 04:45:20,720 - INFO - [Train] step: 34099, loss_adv_disc: -2.766464
+2023-02-13 04:45:20,929 - INFO - [Train] step: 34099, loss_mpn: 0.012229, loss_rec: 0.027476, loss_semantic: 0.361568, loss_idmrf: 1.908972, loss_adv_gen: -34.426533
+2023-02-13 04:45:50,178 - INFO - [Train] step: 34199, loss_adv_disc: -1.794028
+2023-02-13 04:45:50,387 - INFO - [Train] step: 34199, loss_mpn: 0.011440, loss_rec: 0.023251, loss_semantic: 0.366893, loss_idmrf: 2.413965, loss_adv_gen: -36.843105
+2023-02-13 04:46:19,819 - INFO - [Train] step: 34299, loss_adv_disc: -3.664385
+2023-02-13 04:46:20,028 - INFO - [Train] step: 34299, loss_mpn: 0.005965, loss_rec: 0.025664, loss_semantic: 0.328096, loss_idmrf: 1.862936, loss_adv_gen: -62.822632
+2023-02-13 04:46:49,273 - INFO - [Train] step: 34399, loss_adv_disc: -4.225115
+2023-02-13 04:46:49,481 - INFO - [Train] step: 34399, loss_mpn: 0.005665, loss_rec: 0.026986, loss_semantic: 0.313127, loss_idmrf: 1.985018, loss_adv_gen: -42.136913
+2023-02-13 04:47:18,742 - INFO - [Train] step: 34499, loss_adv_disc: -2.175828
+2023-02-13 04:47:18,951 - INFO - [Train] step: 34499, loss_mpn: 0.009428, loss_rec: 0.028373, loss_semantic: 0.334881, loss_idmrf: 2.210392, loss_adv_gen: -56.427872
+2023-02-13 04:47:48,390 - INFO - [Train] step: 34599, loss_adv_disc: -2.655634
+2023-02-13 04:47:48,599 - INFO - [Train] step: 34599, loss_mpn: 0.007422, loss_rec: 0.026994, loss_semantic: 0.377276, loss_idmrf: 2.321023, loss_adv_gen: -45.277206
+2023-02-13 04:48:17,863 - INFO - [Train] step: 34699, loss_adv_disc: -2.667136
+2023-02-13 04:48:18,071 - INFO - [Train] step: 34699, loss_mpn: 0.012077, loss_rec: 0.026902, loss_semantic: 0.367508, loss_idmrf: 1.815201, loss_adv_gen: -30.165154
+2023-02-13 04:48:47,339 - INFO - [Train] step: 34799, loss_adv_disc: -0.941228
+2023-02-13 04:48:47,547 - INFO - [Train] step: 34799, loss_mpn: 0.008583, loss_rec: 0.029322, loss_semantic: 0.366778, loss_idmrf: 1.744337, loss_adv_gen: -32.191875
+2023-02-13 04:49:16,808 - INFO - [Train] step: 34899, loss_adv_disc: -2.496438
+2023-02-13 04:49:17,016 - INFO - [Train] step: 34899, loss_mpn: 0.008992, loss_rec: 0.033850, loss_semantic: 0.455653, loss_idmrf: 2.395776, loss_adv_gen: -40.789753
+2023-02-13 04:49:46,483 - INFO - [Train] step: 34999, loss_adv_disc: -3.898407
+2023-02-13 04:49:46,691 - INFO - [Train] step: 34999, loss_mpn: 0.007672, loss_rec: 0.029516, loss_semantic: 0.391788, loss_idmrf: 3.343580, loss_adv_gen: -49.658260
+2023-02-13 04:49:51,834 - INFO - [Eval] step: 34999, bce: 0.492687, psnr: 23.920872, ssim: 0.932854
+2023-02-13 04:50:22,250 - INFO - [Train] step: 35099, loss_adv_disc: -3.315386
+2023-02-13 04:50:22,458 - INFO - [Train] step: 35099, loss_mpn: 0.007049, loss_rec: 0.026398, loss_semantic: 0.327736, loss_idmrf: 2.569352, loss_adv_gen: -44.722576
+2023-02-13 04:50:51,704 - INFO - [Train] step: 35199, loss_adv_disc: -1.372233
+2023-02-13 04:50:51,912 - INFO - [Train] step: 35199, loss_mpn: 0.005760, loss_rec: 0.020659, loss_semantic: 0.290627, loss_idmrf: 1.633903, loss_adv_gen: -40.939323
+2023-02-13 04:51:21,346 - INFO - [Train] step: 35299, loss_adv_disc: -2.340883
+2023-02-13 04:51:21,555 - INFO - [Train] step: 35299, loss_mpn: 0.005978, loss_rec: 0.021761, loss_semantic: 0.300960, loss_idmrf: 2.090793, loss_adv_gen: -32.323677
+2023-02-13 04:51:50,793 - INFO - [Train] step: 35399, loss_adv_disc: -2.734210
+2023-02-13 04:51:51,001 - INFO - [Train] step: 35399, loss_mpn: 0.009728, loss_rec: 0.029348, loss_semantic: 0.389291, loss_idmrf: 3.652727, loss_adv_gen: -43.234627
+2023-02-13 04:52:20,240 - INFO - [Train] step: 35499, loss_adv_disc: -1.138059
+2023-02-13 04:52:20,449 - INFO - [Train] step: 35499, loss_mpn: 0.005424, loss_rec: 0.022387, loss_semantic: 0.280479, loss_idmrf: 4.068128, loss_adv_gen: -42.517578
+2023-02-13 04:52:49,873 - INFO - [Train] step: 35599, loss_adv_disc: -2.349144
+2023-02-13 04:52:50,082 - INFO - [Train] step: 35599, loss_mpn: 0.004034, loss_rec: 0.023441, loss_semantic: 0.325334, loss_idmrf: 1.199162, loss_adv_gen: -37.645535
+2023-02-13 04:53:19,322 - INFO - [Train] step: 35699, loss_adv_disc: -3.336832
+2023-02-13 04:53:19,531 - INFO - [Train] step: 35699, loss_mpn: 0.009035, loss_rec: 0.032002, loss_semantic: 0.351620, loss_idmrf: 2.143802, loss_adv_gen: -48.266075
+2023-02-13 04:53:48,771 - INFO - [Train] step: 35799, loss_adv_disc: -5.475993
+2023-02-13 04:53:48,981 - INFO - [Train] step: 35799, loss_mpn: 0.015121, loss_rec: 0.043468, loss_semantic: 0.448060, loss_idmrf: 4.249763, loss_adv_gen: -59.551453
+2023-02-13 04:54:18,420 - INFO - [Train] step: 35899, loss_adv_disc: -1.503309
+2023-02-13 04:54:18,629 - INFO - [Train] step: 35899, loss_mpn: 0.005271, loss_rec: 0.021715, loss_semantic: 0.305199, loss_idmrf: 3.841014, loss_adv_gen: -56.835781
+2023-02-13 04:54:47,871 - INFO - [Train] step: 35999, loss_adv_disc: -1.925685
+2023-02-13 04:54:48,079 - INFO - [Train] step: 35999, loss_mpn: 0.007125, loss_rec: 0.024240, loss_semantic: 0.358235, loss_idmrf: 2.990580, loss_adv_gen: -49.677704
+2023-02-13 04:54:53,246 - INFO - [Eval] step: 35999, bce: 0.451248, psnr: 24.089697, ssim: 0.933519
+2023-02-13 04:55:23,765 - INFO - [Train] step: 36099, loss_adv_disc: -2.582094
+2023-02-13 04:55:23,974 - INFO - [Train] step: 36099, loss_mpn: 0.010654, loss_rec: 0.032407, loss_semantic: 0.359470, loss_idmrf: 4.383611, loss_adv_gen: -51.658825
+2023-02-13 04:55:53,217 - INFO - [Train] step: 36199, loss_adv_disc: -1.860945
+2023-02-13 04:55:53,426 - INFO - [Train] step: 36199, loss_mpn: 0.005998, loss_rec: 0.023951, loss_semantic: 0.332017, loss_idmrf: 2.729879, loss_adv_gen: -52.860546
+2023-02-13 04:56:22,869 - INFO - [Train] step: 36299, loss_adv_disc: -3.733282
+2023-02-13 04:56:23,077 - INFO - [Train] step: 36299, loss_mpn: 0.005556, loss_rec: 0.029372, loss_semantic: 0.412161, loss_idmrf: 4.497084, loss_adv_gen: -80.765701
+2023-02-13 04:56:52,330 - INFO - [Train] step: 36399, loss_adv_disc: -1.141786
+2023-02-13 04:56:52,539 - INFO - [Train] step: 36399, loss_mpn: 0.005013, loss_rec: 0.021536, loss_semantic: 0.305248, loss_idmrf: 1.969661, loss_adv_gen: -45.550240
+2023-02-13 04:57:21,785 - INFO - [Train] step: 36499, loss_adv_disc: -1.790366
+2023-02-13 04:57:21,994 - INFO - [Train] step: 36499, loss_mpn: 0.005966, loss_rec: 0.025548, loss_semantic: 0.332869, loss_idmrf: 2.200314, loss_adv_gen: -37.936630
+2023-02-13 04:57:51,440 - INFO - [Train] step: 36599, loss_adv_disc: -3.809116
+2023-02-13 04:57:51,649 - INFO - [Train] step: 36599, loss_mpn: 0.005486, loss_rec: 0.024083, loss_semantic: 0.316460, loss_idmrf: 2.768273, loss_adv_gen: -49.244308
+2023-02-13 04:58:20,920 - INFO - [Train] step: 36699, loss_adv_disc: -2.374944
+2023-02-13 04:58:21,129 - INFO - [Train] step: 36699, loss_mpn: 0.005127, loss_rec: 0.021198, loss_semantic: 0.294804, loss_idmrf: 1.192759, loss_adv_gen: -24.119633
+2023-02-13 04:58:50,378 - INFO - [Train] step: 36799, loss_adv_disc: -3.080187
+2023-02-13 04:58:50,587 - INFO - [Train] step: 36799, loss_mpn: 0.009575, loss_rec: 0.025953, loss_semantic: 0.377960, loss_idmrf: 1.418940, loss_adv_gen: -53.199898
+2023-02-13 04:59:20,041 - INFO - [Train] step: 36899, loss_adv_disc: -1.956524
+2023-02-13 04:59:20,250 - INFO - [Train] step: 36899, loss_mpn: 0.004222, loss_rec: 0.018766, loss_semantic: 0.279596, loss_idmrf: 3.066632, loss_adv_gen: -43.155220
+2023-02-13 04:59:49,499 - INFO - [Train] step: 36999, loss_adv_disc: -2.218104
+2023-02-13 04:59:49,709 - INFO - [Train] step: 36999, loss_mpn: 0.006558, loss_rec: 0.021726, loss_semantic: 0.322024, loss_idmrf: 3.109234, loss_adv_gen: -44.358009
+2023-02-13 04:59:54,854 - INFO - [Eval] step: 36999, bce: 0.511608, psnr: 24.066105, ssim: 0.933602
+2023-02-13 05:00:25,154 - INFO - [Train] step: 37099, loss_adv_disc: -3.587424
+2023-02-13 05:00:25,363 - INFO - [Train] step: 37099, loss_mpn: 0.008115, loss_rec: 0.029436, loss_semantic: 0.385246, loss_idmrf: 1.943526, loss_adv_gen: -34.469177
+2023-02-13 05:00:54,625 - INFO - [Train] step: 37199, loss_adv_disc: -2.477960
+2023-02-13 05:00:54,833 - INFO - [Train] step: 37199, loss_mpn: 0.007001, loss_rec: 0.030382, loss_semantic: 0.373161, loss_idmrf: 7.979999, loss_adv_gen: -34.278618
+2023-02-13 05:01:24,262 - INFO - [Train] step: 37299, loss_adv_disc: -1.760101
+2023-02-13 05:01:24,471 - INFO - [Train] step: 37299, loss_mpn: 0.006662, loss_rec: 0.020768, loss_semantic: 0.294572, loss_idmrf: 2.288859, loss_adv_gen: -34.755966
+2023-02-13 05:01:53,723 - INFO - [Train] step: 37399, loss_adv_disc: -4.853773
+2023-02-13 05:01:53,932 - INFO - [Train] step: 37399, loss_mpn: 0.010881, loss_rec: 0.037399, loss_semantic: 0.408028, loss_idmrf: 5.442630, loss_adv_gen: -53.623989
+2023-02-13 05:02:23,179 - INFO - [Train] step: 37499, loss_adv_disc: -2.969615
+2023-02-13 05:02:23,387 - INFO - [Train] step: 37499, loss_mpn: 0.006965, loss_rec: 0.025584, loss_semantic: 0.342903, loss_idmrf: 2.896766, loss_adv_gen: -56.246437
+2023-02-13 05:02:52,832 - INFO - [Train] step: 37599, loss_adv_disc: -1.794725
+2023-02-13 05:02:53,041 - INFO - [Train] step: 37599, loss_mpn: 0.008978, loss_rec: 0.024542, loss_semantic: 0.356401, loss_idmrf: 1.502892, loss_adv_gen: -49.551048
+2023-02-13 05:03:22,289 - INFO - [Train] step: 37699, loss_adv_disc: -2.146141
+2023-02-13 05:03:22,497 - INFO - [Train] step: 37699, loss_mpn: 0.007144, loss_rec: 0.028536, loss_semantic: 0.323880, loss_idmrf: 2.761802, loss_adv_gen: -54.818451
+2023-02-13 05:03:51,758 - INFO - [Train] step: 37799, loss_adv_disc: -3.474980
+2023-02-13 05:03:51,966 - INFO - [Train] step: 37799, loss_mpn: 0.006934, loss_rec: 0.036860, loss_semantic: 0.379891, loss_idmrf: 2.068331, loss_adv_gen: -32.999737
+2023-02-13 05:04:21,416 - INFO - [Train] step: 37899, loss_adv_disc: -3.225597
+2023-02-13 05:04:21,625 - INFO - [Train] step: 37899, loss_mpn: 0.010186, loss_rec: 0.033910, loss_semantic: 0.345942, loss_idmrf: 3.703231, loss_adv_gen: -37.339417
+2023-02-13 05:04:50,873 - INFO - [Train] step: 37999, loss_adv_disc: -1.842927
+2023-02-13 05:04:51,082 - INFO - [Train] step: 37999, loss_mpn: 0.004289, loss_rec: 0.022910, loss_semantic: 0.307499, loss_idmrf: 0.953175, loss_adv_gen: -35.079369
+2023-02-13 05:04:56,221 - INFO - [Eval] step: 37999, bce: 0.550441, psnr: 23.929970, ssim: 0.932575
+2023-02-13 05:05:26,524 - INFO - [Train] step: 38099, loss_adv_disc: -3.334216
+2023-02-13 05:05:26,732 - INFO - [Train] step: 38099, loss_mpn: 0.010205, loss_rec: 0.032689, loss_semantic: 0.379243, loss_idmrf: 2.807850, loss_adv_gen: -46.448601
+2023-02-13 05:05:55,991 - INFO - [Train] step: 38199, loss_adv_disc: -4.326716
+2023-02-13 05:05:56,199 - INFO - [Train] step: 38199, loss_mpn: 0.009495, loss_rec: 0.031506, loss_semantic: 0.367149, loss_idmrf: 7.712746, loss_adv_gen: -44.628571
+2023-02-13 05:06:25,633 - INFO - [Train] step: 38299, loss_adv_disc: -4.521143
+2023-02-13 05:06:25,841 - INFO - [Train] step: 38299, loss_mpn: 0.010475, loss_rec: 0.033682, loss_semantic: 0.389523, loss_idmrf: 2.941085, loss_adv_gen: -46.803600
+2023-02-13 05:06:55,090 - INFO - [Train] step: 38399, loss_adv_disc: -3.862583
+2023-02-13 05:06:55,299 - INFO - [Train] step: 38399, loss_mpn: 0.008165, loss_rec: 0.033486, loss_semantic: 0.434651, loss_idmrf: 1.601594, loss_adv_gen: -46.221794
+2023-02-13 05:07:24,538 - INFO - [Train] step: 38499, loss_adv_disc: -2.403943
+2023-02-13 05:07:24,747 - INFO - [Train] step: 38499, loss_mpn: 0.007161, loss_rec: 0.027608, loss_semantic: 0.396924, loss_idmrf: 1.407646, loss_adv_gen: -39.244766
+2023-02-13 05:07:54,217 - INFO - [Train] step: 38599, loss_adv_disc: -3.030591
+2023-02-13 05:07:54,425 - INFO - [Train] step: 38599, loss_mpn: 0.005753, loss_rec: 0.027395, loss_semantic: 0.364165, loss_idmrf: 1.339588, loss_adv_gen: -38.628998
+2023-02-13 05:08:23,670 - INFO - [Train] step: 38699, loss_adv_disc: -3.780364
+2023-02-13 05:08:23,879 - INFO - [Train] step: 38699, loss_mpn: 0.009336, loss_rec: 0.031163, loss_semantic: 0.372193, loss_idmrf: 3.190570, loss_adv_gen: -35.400978
+2023-02-13 05:08:53,137 - INFO - [Train] step: 38799, loss_adv_disc: -3.990635
+2023-02-13 05:08:53,346 - INFO - [Train] step: 38799, loss_mpn: 0.011644, loss_rec: 0.034559, loss_semantic: 0.392621, loss_idmrf: 2.479134, loss_adv_gen: -49.558567
+2023-02-13 05:09:22,789 - INFO - [Train] step: 38899, loss_adv_disc: -1.296090
+2023-02-13 05:09:22,998 - INFO - [Train] step: 38899, loss_mpn: 0.002924, loss_rec: 0.020468, loss_semantic: 0.320249, loss_idmrf: 2.698936, loss_adv_gen: -34.255341
+2023-02-13 05:09:52,241 - INFO - [Train] step: 38999, loss_adv_disc: -1.709500
+2023-02-13 05:09:52,450 - INFO - [Train] step: 38999, loss_mpn: 0.007364, loss_rec: 0.024880, loss_semantic: 0.339524, loss_idmrf: 2.538348, loss_adv_gen: -32.774738
+2023-02-13 05:09:57,599 - INFO - [Eval] step: 38999, bce: 0.543258, psnr: 23.938129, ssim: 0.933121
+2023-02-13 05:10:27,906 - INFO - [Train] step: 39099, loss_adv_disc: -4.103148
+2023-02-13 05:10:28,115 - INFO - [Train] step: 39099, loss_mpn: 0.011113, loss_rec: 0.030247, loss_semantic: 0.417251, loss_idmrf: 1.839109, loss_adv_gen: -40.379929
+2023-02-13 05:10:57,376 - INFO - [Train] step: 39199, loss_adv_disc: -2.376977
+2023-02-13 05:10:57,585 - INFO - [Train] step: 39199, loss_mpn: 0.006472, loss_rec: 0.027119, loss_semantic: 0.307704, loss_idmrf: 2.029118, loss_adv_gen: -41.603371
+2023-02-13 05:11:27,026 - INFO - [Train] step: 39299, loss_adv_disc: -2.299066
+2023-02-13 05:11:27,236 - INFO - [Train] step: 39299, loss_mpn: 0.008503, loss_rec: 0.022436, loss_semantic: 0.329789, loss_idmrf: 1.689665, loss_adv_gen: -55.237625
+2023-02-13 05:11:56,492 - INFO - [Train] step: 39399, loss_adv_disc: -1.676680
+2023-02-13 05:11:56,701 - INFO - [Train] step: 39399, loss_mpn: 0.007318, loss_rec: 0.025969, loss_semantic: 0.338832, loss_idmrf: 2.227033, loss_adv_gen: -35.137005
+2023-02-13 05:12:25,968 - INFO - [Train] step: 39499, loss_adv_disc: -3.850043
+2023-02-13 05:12:26,177 - INFO - [Train] step: 39499, loss_mpn: 0.007011, loss_rec: 0.025364, loss_semantic: 0.338889, loss_idmrf: 2.077760, loss_adv_gen: -42.100559
+2023-02-13 05:12:55,617 - INFO - [Train] step: 39599, loss_adv_disc: -2.115081
+2023-02-13 05:12:55,827 - INFO - [Train] step: 39599, loss_mpn: 0.005659, loss_rec: 0.023901, loss_semantic: 0.306843, loss_idmrf: 1.831819, loss_adv_gen: -40.354424
+2023-02-13 05:13:25,069 - INFO - [Train] step: 39699, loss_adv_disc: -1.994590
+2023-02-13 05:13:25,278 - INFO - [Train] step: 39699, loss_mpn: 0.012201, loss_rec: 0.024626, loss_semantic: 0.370962, loss_idmrf: 1.804987, loss_adv_gen: -38.031910
+2023-02-13 05:13:54,538 - INFO - [Train] step: 39799, loss_adv_disc: -1.271324
+2023-02-13 05:13:54,747 - INFO - [Train] step: 39799, loss_mpn: 0.007453, loss_rec: 0.022167, loss_semantic: 0.320188, loss_idmrf: 2.214860, loss_adv_gen: -37.319176
+2023-02-13 05:14:24,190 - INFO - [Train] step: 39899, loss_adv_disc: -1.676649
+2023-02-13 05:14:24,399 - INFO - [Train] step: 39899, loss_mpn: 0.004491, loss_rec: 0.022268, loss_semantic: 0.293991, loss_idmrf: 2.233423, loss_adv_gen: -52.407726
+2023-02-13 05:14:53,659 - INFO - [Train] step: 39999, loss_adv_disc: -2.623639
+2023-02-13 05:14:53,867 - INFO - [Train] step: 39999, loss_mpn: 0.005937, loss_rec: 0.026519, loss_semantic: 0.336726, loss_idmrf: 1.825681, loss_adv_gen: -35.927650
+2023-02-13 05:14:59,026 - INFO - [Eval] step: 39999, bce: 0.525641, psnr: 23.983196, ssim: 0.932836
+2023-02-13 05:15:29,452 - INFO - [Train] step: 40099, loss_adv_disc: -2.439545
+2023-02-13 05:15:29,661 - INFO - [Train] step: 40099, loss_mpn: 0.003933, loss_rec: 0.025905, loss_semantic: 0.298822, loss_idmrf: 1.251885, loss_adv_gen: -25.356033
+2023-02-13 05:15:58,913 - INFO - [Train] step: 40199, loss_adv_disc: -2.549628
+2023-02-13 05:15:59,122 - INFO - [Train] step: 40199, loss_mpn: 0.003956, loss_rec: 0.025239, loss_semantic: 0.325746, loss_idmrf: 2.043177, loss_adv_gen: -53.137932
+2023-02-13 05:16:28,584 - INFO - [Train] step: 40299, loss_adv_disc: -2.381817
+2023-02-13 05:16:28,792 - INFO - [Train] step: 40299, loss_mpn: 0.005729, loss_rec: 0.019757, loss_semantic: 0.314869, loss_idmrf: 1.337579, loss_adv_gen: -36.087315
+2023-02-13 05:16:58,059 - INFO - [Train] step: 40399, loss_adv_disc: -1.973938
+2023-02-13 05:16:58,267 - INFO - [Train] step: 40399, loss_mpn: 0.005751, loss_rec: 0.021610, loss_semantic: 0.290376, loss_idmrf: 1.547544, loss_adv_gen: -47.893143
+2023-02-13 05:17:27,521 - INFO - [Train] step: 40499, loss_adv_disc: -1.127224
+2023-02-13 05:17:27,730 - INFO - [Train] step: 40499, loss_mpn: 0.008527, loss_rec: 0.023455, loss_semantic: 0.340019, loss_idmrf: 4.099547, loss_adv_gen: -28.373253
+2023-02-13 05:17:57,179 - INFO - [Train] step: 40599, loss_adv_disc: -1.630693
+2023-02-13 05:17:57,388 - INFO - [Train] step: 40599, loss_mpn: 0.004528, loss_rec: 0.022425, loss_semantic: 0.311950, loss_idmrf: 2.045025, loss_adv_gen: -42.663849
+2023-02-13 05:18:26,648 - INFO - [Train] step: 40699, loss_adv_disc: -4.531513
+2023-02-13 05:18:26,856 - INFO - [Train] step: 40699, loss_mpn: 0.006523, loss_rec: 0.032161, loss_semantic: 0.387854, loss_idmrf: 2.429147, loss_adv_gen: -54.620087
+2023-02-13 05:18:56,106 - INFO - [Train] step: 40799, loss_adv_disc: -1.792886
+2023-02-13 05:18:56,316 - INFO - [Train] step: 40799, loss_mpn: 0.004772, loss_rec: 0.020073, loss_semantic: 0.275349, loss_idmrf: 2.377422, loss_adv_gen: -30.988853
+2023-02-13 05:19:25,749 - INFO - [Train] step: 40899, loss_adv_disc: -2.539077
+2023-02-13 05:19:25,958 - INFO - [Train] step: 40899, loss_mpn: 0.006153, loss_rec: 0.024839, loss_semantic: 0.301111, loss_idmrf: 1.659654, loss_adv_gen: -32.603027
+2023-02-13 05:19:55,216 - INFO - [Train] step: 40999, loss_adv_disc: -2.101744
+2023-02-13 05:19:55,425 - INFO - [Train] step: 40999, loss_mpn: 0.006380, loss_rec: 0.018790, loss_semantic: 0.273095, loss_idmrf: 0.847124, loss_adv_gen: -29.596489
+2023-02-13 05:20:00,565 - INFO - [Eval] step: 40999, bce: 0.468785, psnr: 23.891504, ssim: 0.933626
+2023-02-13 05:20:30,853 - INFO - [Train] step: 41099, loss_adv_disc: -1.681476
+2023-02-13 05:20:31,061 - INFO - [Train] step: 41099, loss_mpn: 0.007705, loss_rec: 0.024250, loss_semantic: 0.294493, loss_idmrf: 2.501994, loss_adv_gen: -23.292068
+2023-02-13 05:21:00,315 - INFO - [Train] step: 41199, loss_adv_disc: -2.958653
+2023-02-13 05:21:00,523 - INFO - [Train] step: 41199, loss_mpn: 0.006746, loss_rec: 0.025472, loss_semantic: 0.317826, loss_idmrf: 1.403564, loss_adv_gen: -49.742279
+2023-02-13 05:21:29,965 - INFO - [Train] step: 41299, loss_adv_disc: -4.011607
+2023-02-13 05:21:30,174 - INFO - [Train] step: 41299, loss_mpn: 0.004297, loss_rec: 0.028533, loss_semantic: 0.317103, loss_idmrf: 2.485311, loss_adv_gen: -38.421883
+2023-02-13 05:21:59,436 - INFO - [Train] step: 41399, loss_adv_disc: -2.888487
+2023-02-13 05:21:59,645 - INFO - [Train] step: 41399, loss_mpn: 0.003805, loss_rec: 0.019754, loss_semantic: 0.258992, loss_idmrf: 1.701972, loss_adv_gen: -30.434830
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diff --git a/downstream-watermark-removal/config-2023-02-12-14-28-38.yaml b/downstream-watermark-removal/config-2023-02-12-14-28-38.yaml
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+DATA:
+  DATAROOT: /data/LOGO/
+  IMG_SIZE: 256
+  NAME: LOGO_30K
+DATALOADER:
+  BATCH_SIZE: 4
+  MICRO_BATCH: 0
+  NUM_WORKERS: 4
+  PIN_MEMORY: true
+  PREFETCH_FACTOR: 2
+EVALUATE:
+  N_EVAL: 10000
+MASK:
+  BRUSH_LENGTH_RATIO:
+  - 0.1
+  - 0.25
+  BRUSH_NUM: &id001
+  - 0
+  - 0
+  BRUSH_TURNS:
+  - 4
+  - 18
+  BRUSH_WIDTH_RATIO:
+  - 0.02
+  - 0.1
+  MASK_DIR: null
+  NOISE_DATASETS: []
+  RECT_LENGTH_RATIO:
+  - 0.2
+  - 0.8
+  RECT_NUM: *id001
+  SMOOTH_ITERS: 4
+  SMOOTH_KERNEL_SIZE: 15
+  SMOOTH_SIGMA: 4
+MODEL:
+  MPN:
+    BASE_N_CHANNELS: 64
+    NECK_N_CHANNELS: 128
+  RIN:
+    BASE_N_CHANNELS: 32
+    NECK_N_CHANNELS: 128
+  WEIGHTS: ./runs/places-joint/ckpt/step149999.pt
+SAMPLE:
+  N_SAMPLES: 100
+  RANDOM: false
+  SAVE_DIR: ./samples/
+SEED: 1234
+TRAIN:
+  COEF_ADV: 0.001
+  COEF_IDMRF: 0.001
+  COEF_MPN: 2.0
+  COEF_REC: 1.4
+  COEF_SEMANTIC: 0.0001
+  EVAL_FREQ: 1000
+  OPTIM_DISC:
+    BETAS: &id002
+    - 0.5
+    - 0.9
+    LR: 1.0e-05
+  OPTIM_MPN:
+    BETAS: *id002
+    LR: 1.0e-05
+  OPTIM_RIN:
+    BETAS: *id002
+    LR: 1.0e-05
+  PRINT_FREQ: 100
+  RESUME: null
+  SAMPLE_FREQ: 1000
+  SAVE_FREQ: 5000
+  TRAIN_STEPS: 10000
diff --git a/downstream-watermark-removal/config-2023-02-12-15-41-28.yaml b/downstream-watermark-removal/config-2023-02-12-15-41-28.yaml
new file mode 100644
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--- /dev/null
+++ b/downstream-watermark-removal/config-2023-02-12-15-41-28.yaml
@@ -0,0 +1,70 @@
+DATA:
+  DATAROOT: /data/LOGO/
+  IMG_SIZE: 256
+  NAME: LOGO_30K
+DATALOADER:
+  BATCH_SIZE: 4
+  MICRO_BATCH: 0
+  NUM_WORKERS: 4
+  PIN_MEMORY: true
+  PREFETCH_FACTOR: 2
+EVALUATE:
+  N_EVAL: 10000
+MASK:
+  BRUSH_LENGTH_RATIO:
+  - 0.1
+  - 0.25
+  BRUSH_NUM: &id001
+  - 0
+  - 0
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+  - 4
+  - 18
+  BRUSH_WIDTH_RATIO:
+  - 0.02
+  - 0.1
+  MASK_DIR: null
+  NOISE_DATASETS: []
+  RECT_LENGTH_RATIO:
+  - 0.2
+  - 0.8
+  RECT_NUM: *id001
+  SMOOTH_ITERS: 4
+  SMOOTH_KERNEL_SIZE: 15
+  SMOOTH_SIGMA: 4
+MODEL:
+  MPN:
+    BASE_N_CHANNELS: 64
+    NECK_N_CHANNELS: 128
+  RIN:
+    BASE_N_CHANNELS: 32
+    NECK_N_CHANNELS: 128
+  WEIGHTS: ./runs/places-joint/ckpt/step149999.pt
+SAMPLE:
+  N_SAMPLES: 100
+  RANDOM: false
+  SAVE_DIR: ./samples/
+SEED: 1234
+TRAIN:
+  COEF_ADV: 0.001
+  COEF_IDMRF: 0.001
+  COEF_MPN: 2.0
+  COEF_REC: 1.4
+  COEF_SEMANTIC: 0.0001
+  EVAL_FREQ: 1000
+  OPTIM_DISC:
+    BETAS: &id002
+    - 0.5
+    - 0.9
+    LR: 1.0e-05
+  OPTIM_MPN:
+    BETAS: *id002
+    LR: 1.0e-05
+  OPTIM_RIN:
+    BETAS: *id002
+    LR: 1.0e-05
+  PRINT_FREQ: 100
+  RESUME: latest
+  SAMPLE_FREQ: 1000
+  SAVE_FREQ: 5000
+  TRAIN_STEPS: 100000
diff --git a/downstream-watermark-removal/output-2023-02-12-14-28-38.log b/downstream-watermark-removal/output-2023-02-12-14-28-38.log
new file mode 100644
index 0000000000000000000000000000000000000000..00a67750aae702651551e22634dc6e41476f9138
--- /dev/null
+++ b/downstream-watermark-removal/output-2023-02-12-14-28-38.log
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+2023-02-12 14:28:40,985 - INFO - Experiment directory: runs/downstream-watermark-removal
+2023-02-12 14:28:40,985 - INFO - Device: cuda
+2023-02-12 14:28:40,985 - INFO - Number of devices: 1
+2023-02-12 14:28:41,349 - INFO - Size of training set: 28352
+2023-02-12 14:28:41,349 - INFO - Size of validation set: 4051
+2023-02-12 14:28:41,349 - INFO - Batch size per device: 4
+2023-02-12 14:28:41,349 - INFO - Effective batch size: 4
+2023-02-12 14:28:42,908 - INFO - Successfully load mpn from ./runs/places-joint/ckpt/step149999.pt
+2023-02-12 14:28:42,913 - INFO - Successfully load rin from ./runs/places-joint/ckpt/step149999.pt
+2023-02-12 14:28:42,914 - INFO - Successfully load disc from ./runs/places-joint/ckpt/step149999.pt
+2023-02-12 14:28:42,916 - INFO - Successfully load pdisc from ./runs/places-joint/ckpt/step149999.pt
+2023-02-12 14:28:42,918 - INFO - Start training...
+2023-02-12 14:29:14,414 - INFO - [Train] step: 99, loss_adv_disc: 1.299828
+2023-02-12 14:29:14,621 - INFO - [Train] step: 99, loss_mpn: 0.037874, loss_rec: 0.041837, loss_semantic: 0.520840, loss_idmrf: 1.336823, loss_adv_gen: -128.098953
+2023-02-12 14:29:43,591 - INFO - [Train] step: 199, loss_adv_disc: -1.303024
+2023-02-12 14:29:43,800 - INFO - [Train] step: 199, loss_mpn: 0.036802, loss_rec: 0.040308, loss_semantic: 0.500949, loss_idmrf: 1.170398, loss_adv_gen: -188.719955
+2023-02-12 14:30:12,854 - INFO - [Train] step: 299, loss_adv_disc: 0.880611
+2023-02-12 14:30:13,062 - INFO - [Train] step: 299, loss_mpn: 0.022952, loss_rec: 0.032488, loss_semantic: 0.472941, loss_idmrf: 0.716021, loss_adv_gen: -164.942017
+2023-02-12 14:30:42,137 - INFO - [Train] step: 399, loss_adv_disc: 1.241273
+2023-02-12 14:30:42,346 - INFO - [Train] step: 399, loss_mpn: 0.020866, loss_rec: 0.041395, loss_semantic: 0.461653, loss_idmrf: 1.742797, loss_adv_gen: -94.545654
+2023-02-12 14:31:11,414 - INFO - [Train] step: 499, loss_adv_disc: -4.018159
+2023-02-12 14:31:11,624 - INFO - [Train] step: 499, loss_mpn: 0.042017, loss_rec: 0.038558, loss_semantic: 0.466815, loss_idmrf: 1.169562, loss_adv_gen: -143.637222
+2023-02-12 14:31:40,708 - INFO - [Train] step: 599, loss_adv_disc: 0.942124
+2023-02-12 14:31:40,916 - INFO - [Train] step: 599, loss_mpn: 0.012776, loss_rec: 0.029491, loss_semantic: 0.450419, loss_idmrf: 0.787979, loss_adv_gen: -97.693977
+2023-02-12 14:32:10,001 - INFO - [Train] step: 699, loss_adv_disc: 3.814938
+2023-02-12 14:32:10,211 - INFO - [Train] step: 699, loss_mpn: 0.028852, loss_rec: 0.043598, loss_semantic: 0.497849, loss_idmrf: 1.739692, loss_adv_gen: -155.648834
+2023-02-12 14:32:39,303 - INFO - [Train] step: 799, loss_adv_disc: -1.610433
+2023-02-12 14:32:39,512 - INFO - [Train] step: 799, loss_mpn: 0.029309, loss_rec: 0.045206, loss_semantic: 0.510565, loss_idmrf: 3.046881, loss_adv_gen: -96.266266
+2023-02-12 14:33:08,610 - INFO - [Train] step: 899, loss_adv_disc: 1.118233
+2023-02-12 14:33:08,819 - INFO - [Train] step: 899, loss_mpn: 0.012930, loss_rec: 0.022580, loss_semantic: 0.349494, loss_idmrf: 0.902996, loss_adv_gen: -88.348045
+2023-02-12 14:33:37,905 - INFO - [Train] step: 999, loss_adv_disc: 0.263744
+2023-02-12 14:33:38,114 - INFO - [Train] step: 999, loss_mpn: 0.023001, loss_rec: 0.043346, loss_semantic: 0.504102, loss_idmrf: 2.317935, loss_adv_gen: -102.413116
+2023-02-12 14:34:15,528 - INFO - [Eval] step: 999, bce: 0.338886, psnr: 26.837254, ssim: 0.944074
+2023-02-12 14:34:46,223 - INFO - [Train] step: 1099, loss_adv_disc: -2.614538
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+2023-02-12 14:35:15,523 - INFO - [Train] step: 1199, loss_adv_disc: -3.433872
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+2023-02-12 14:36:14,286 - INFO - [Train] step: 1399, loss_mpn: 0.040863, loss_rec: 0.052102, loss_semantic: 0.532582, loss_idmrf: 1.521286, loss_adv_gen: -111.052315
+2023-02-12 14:36:43,350 - INFO - [Train] step: 1499, loss_adv_disc: -1.698674
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+2023-02-12 14:37:12,635 - INFO - [Train] step: 1599, loss_adv_disc: 0.078364
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+2023-02-12 14:37:41,908 - INFO - [Train] step: 1699, loss_adv_disc: 3.190553
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+2023-02-12 14:38:40,450 - INFO - [Train] step: 1899, loss_adv_disc: -2.992178
+2023-02-12 14:38:40,658 - INFO - [Train] step: 1899, loss_mpn: 0.044249, loss_rec: 0.053050, loss_semantic: 0.493338, loss_idmrf: 1.900263, loss_adv_gen: -102.013123
+2023-02-12 14:39:09,716 - INFO - [Train] step: 1999, loss_adv_disc: 1.107126
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+2023-02-12 14:39:47,107 - INFO - [Eval] step: 1999, bce: 0.373344, psnr: 27.043365, ssim: 0.946821
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+2023-02-12 14:45:48,502 - INFO - [Train] step: 3099, loss_adv_disc: 0.043045
+2023-02-12 14:45:48,711 - INFO - [Train] step: 3099, loss_mpn: 0.016258, loss_rec: 0.021658, loss_semantic: 0.378096, loss_idmrf: 1.504422, loss_adv_gen: -198.545273
+2023-02-12 14:46:17,756 - INFO - [Train] step: 3199, loss_adv_disc: -1.038017
+2023-02-12 14:46:17,965 - INFO - [Train] step: 3199, loss_mpn: 0.012933, loss_rec: 0.026565, loss_semantic: 0.426411, loss_idmrf: 1.404650, loss_adv_gen: -96.168388
+2023-02-12 14:46:47,018 - INFO - [Train] step: 3299, loss_adv_disc: 0.046620
+2023-02-12 14:46:47,226 - INFO - [Train] step: 3299, loss_mpn: 0.011906, loss_rec: 0.014265, loss_semantic: 0.269762, loss_idmrf: 0.559204, loss_adv_gen: -99.662216
+2023-02-12 14:47:16,291 - INFO - [Train] step: 3399, loss_adv_disc: -0.021643
+2023-02-12 14:47:16,499 - INFO - [Train] step: 3399, loss_mpn: 0.017540, loss_rec: 0.029993, loss_semantic: 0.392757, loss_idmrf: 1.623783, loss_adv_gen: -72.550812
+2023-02-12 14:47:45,556 - INFO - [Train] step: 3499, loss_adv_disc: 0.026034
+2023-02-12 14:47:45,764 - INFO - [Train] step: 3499, loss_mpn: 0.024654, loss_rec: 0.025382, loss_semantic: 0.367133, loss_idmrf: 1.421693, loss_adv_gen: -106.288788
+2023-02-12 14:48:14,815 - INFO - [Train] step: 3599, loss_adv_disc: -0.349758
+2023-02-12 14:48:15,023 - INFO - [Train] step: 3599, loss_mpn: 0.032561, loss_rec: 0.033780, loss_semantic: 0.448922, loss_idmrf: 1.408511, loss_adv_gen: -133.010773
+2023-02-12 14:48:44,080 - INFO - [Train] step: 3699, loss_adv_disc: -3.845224
+2023-02-12 14:48:44,288 - INFO - [Train] step: 3699, loss_mpn: 0.046263, loss_rec: 0.035030, loss_semantic: 0.449073, loss_idmrf: 1.693964, loss_adv_gen: -101.824783
+2023-02-12 14:49:13,351 - INFO - [Train] step: 3799, loss_adv_disc: 0.691240
+2023-02-12 14:49:13,559 - INFO - [Train] step: 3799, loss_mpn: 0.033147, loss_rec: 0.032454, loss_semantic: 0.412963, loss_idmrf: 1.078437, loss_adv_gen: -133.369232
+2023-02-12 14:49:42,612 - INFO - [Train] step: 3899, loss_adv_disc: -1.092527
+2023-02-12 14:49:42,820 - INFO - [Train] step: 3899, loss_mpn: 0.030574, loss_rec: 0.035086, loss_semantic: 0.450594, loss_idmrf: 1.633320, loss_adv_gen: -157.005127
+2023-02-12 14:50:11,886 - INFO - [Train] step: 3999, loss_adv_disc: 0.675812
+2023-02-12 14:50:12,095 - INFO - [Train] step: 3999, loss_mpn: 0.021050, loss_rec: 0.033965, loss_semantic: 0.449186, loss_idmrf: 1.248645, loss_adv_gen: -97.598892
+2023-02-12 14:50:49,252 - INFO - [Eval] step: 3999, bce: 0.346579, psnr: 27.542393, ssim: 0.949793
+2023-02-12 14:51:19,568 - INFO - [Train] step: 4099, loss_adv_disc: 0.768379
+2023-02-12 14:51:19,777 - INFO - [Train] step: 4099, loss_mpn: 0.013409, loss_rec: 0.029262, loss_semantic: 0.393055, loss_idmrf: 1.478358, loss_adv_gen: -109.265968
+2023-02-12 14:51:48,839 - INFO - [Train] step: 4199, loss_adv_disc: -0.045594
+2023-02-12 14:51:49,047 - INFO - [Train] step: 4199, loss_mpn: 0.024171, loss_rec: 0.017396, loss_semantic: 0.286983, loss_idmrf: 0.789566, loss_adv_gen: -148.535095
+2023-02-12 14:52:18,101 - INFO - [Train] step: 4299, loss_adv_disc: -0.430947
+2023-02-12 14:52:18,310 - INFO - [Train] step: 4299, loss_mpn: 0.014691, loss_rec: 0.021662, loss_semantic: 0.326292, loss_idmrf: 0.946436, loss_adv_gen: -91.638748
+2023-02-12 14:52:47,360 - INFO - [Train] step: 4399, loss_adv_disc: -0.410857
+2023-02-12 14:52:47,568 - INFO - [Train] step: 4399, loss_mpn: 0.011707, loss_rec: 0.021423, loss_semantic: 0.334674, loss_idmrf: 0.605388, loss_adv_gen: -137.055222
+2023-02-12 14:53:16,621 - INFO - [Train] step: 4499, loss_adv_disc: -0.533930
+2023-02-12 14:53:16,829 - INFO - [Train] step: 4499, loss_mpn: 0.012462, loss_rec: 0.036778, loss_semantic: 0.428064, loss_idmrf: 1.709253, loss_adv_gen: -201.091476
+2023-02-12 14:53:45,873 - INFO - [Train] step: 4599, loss_adv_disc: -1.762612
+2023-02-12 14:53:46,082 - INFO - [Train] step: 4599, loss_mpn: 0.026616, loss_rec: 0.052115, loss_semantic: 0.480837, loss_idmrf: 1.606442, loss_adv_gen: -97.646194
+2023-02-12 14:54:15,132 - INFO - [Train] step: 4699, loss_adv_disc: -0.790706
+2023-02-12 14:54:15,340 - INFO - [Train] step: 4699, loss_mpn: 0.018837, loss_rec: 0.028844, loss_semantic: 0.392761, loss_idmrf: 1.836121, loss_adv_gen: -98.939705
+2023-02-12 14:54:44,391 - INFO - [Train] step: 4799, loss_adv_disc: -0.965508
+2023-02-12 14:54:44,601 - INFO - [Train] step: 4799, loss_mpn: 0.032487, loss_rec: 0.035681, loss_semantic: 0.437911, loss_idmrf: 1.694472, loss_adv_gen: -81.396034
+2023-02-12 14:55:13,651 - INFO - [Train] step: 4899, loss_adv_disc: -1.041402
+2023-02-12 14:55:13,860 - INFO - [Train] step: 4899, loss_mpn: 0.028312, loss_rec: 0.028561, loss_semantic: 0.396117, loss_idmrf: 1.250476, loss_adv_gen: -97.100685
+2023-02-12 14:55:42,913 - INFO - [Train] step: 4999, loss_adv_disc: 0.711361
+2023-02-12 14:55:43,122 - INFO - [Train] step: 4999, loss_mpn: 0.021475, loss_rec: 0.026028, loss_semantic: 0.379468, loss_idmrf: 1.322870, loss_adv_gen: -115.331512
+2023-02-12 14:56:20,330 - INFO - [Eval] step: 4999, bce: 0.351477, psnr: 27.780710, ssim: 0.950434
+2023-02-12 14:56:50,783 - INFO - [Train] step: 5099, loss_adv_disc: -2.985783
+2023-02-12 14:56:50,991 - INFO - [Train] step: 5099, loss_mpn: 0.019004, loss_rec: 0.041138, loss_semantic: 0.508738, loss_idmrf: 0.819962, loss_adv_gen: -182.782623
+2023-02-12 14:57:20,046 - INFO - [Train] step: 5199, loss_adv_disc: -1.645151
+2023-02-12 14:57:20,256 - INFO - [Train] step: 5199, loss_mpn: 0.016225, loss_rec: 0.025021, loss_semantic: 0.370635, loss_idmrf: 0.914956, loss_adv_gen: -103.670837
+2023-02-12 14:57:49,304 - INFO - [Train] step: 5299, loss_adv_disc: -0.446883
+2023-02-12 14:57:49,512 - INFO - [Train] step: 5299, loss_mpn: 0.025473, loss_rec: 0.035687, loss_semantic: 0.464093, loss_idmrf: 1.667971, loss_adv_gen: -153.179428
+2023-02-12 14:58:18,560 - INFO - [Train] step: 5399, loss_adv_disc: 0.041118
+2023-02-12 14:58:18,767 - INFO - [Train] step: 5399, loss_mpn: 0.022868, loss_rec: 0.027386, loss_semantic: 0.379084, loss_idmrf: 1.039361, loss_adv_gen: -118.277161
+2023-02-12 14:58:47,819 - INFO - [Train] step: 5499, loss_adv_disc: -0.695383
+2023-02-12 14:58:48,028 - INFO - [Train] step: 5499, loss_mpn: 0.017166, loss_rec: 0.023030, loss_semantic: 0.343284, loss_idmrf: 1.867031, loss_adv_gen: -132.320648
+2023-02-12 14:59:17,075 - INFO - [Train] step: 5599, loss_adv_disc: -0.396028
+2023-02-12 14:59:17,283 - INFO - [Train] step: 5599, loss_mpn: 0.016136, loss_rec: 0.024782, loss_semantic: 0.387950, loss_idmrf: 1.010486, loss_adv_gen: -124.445305
+2023-02-12 14:59:46,331 - INFO - [Train] step: 5699, loss_adv_disc: -2.364127
+2023-02-12 14:59:46,539 - INFO - [Train] step: 5699, loss_mpn: 0.022420, loss_rec: 0.027926, loss_semantic: 0.412665, loss_idmrf: 1.334894, loss_adv_gen: -62.740250
+2023-02-12 15:00:15,585 - INFO - [Train] step: 5799, loss_adv_disc: -0.426686
+2023-02-12 15:00:15,793 - INFO - [Train] step: 5799, loss_mpn: 0.020284, loss_rec: 0.029912, loss_semantic: 0.416979, loss_idmrf: 2.073402, loss_adv_gen: -149.003220
+2023-02-12 15:00:44,848 - INFO - [Train] step: 5899, loss_adv_disc: -0.774378
+2023-02-12 15:00:45,057 - INFO - [Train] step: 5899, loss_mpn: 0.013465, loss_rec: 0.031138, loss_semantic: 0.415459, loss_idmrf: 0.909214, loss_adv_gen: -113.032188
+2023-02-12 15:01:14,101 - INFO - [Train] step: 5999, loss_adv_disc: -0.389311
+2023-02-12 15:01:14,312 - INFO - [Train] step: 5999, loss_mpn: 0.039259, loss_rec: 0.035546, loss_semantic: 0.422057, loss_idmrf: 1.271151, loss_adv_gen: -117.240402
+2023-02-12 15:01:51,501 - INFO - [Eval] step: 5999, bce: 0.340868, psnr: 27.871330, ssim: 0.950925
+2023-02-12 15:02:21,828 - INFO - [Train] step: 6099, loss_adv_disc: -0.167378
+2023-02-12 15:02:22,037 - INFO - [Train] step: 6099, loss_mpn: 0.016576, loss_rec: 0.036952, loss_semantic: 0.467681, loss_idmrf: 1.342181, loss_adv_gen: -104.226501
+2023-02-12 15:02:51,091 - INFO - [Train] step: 6199, loss_adv_disc: -0.683909
+2023-02-12 15:02:51,300 - INFO - [Train] step: 6199, loss_mpn: 0.018274, loss_rec: 0.032154, loss_semantic: 0.425463, loss_idmrf: 0.816652, loss_adv_gen: -86.657425
+2023-02-12 15:03:20,351 - INFO - [Train] step: 6299, loss_adv_disc: -1.493726
+2023-02-12 15:03:20,560 - INFO - [Train] step: 6299, loss_mpn: 0.023145, loss_rec: 0.033411, loss_semantic: 0.432057, loss_idmrf: 0.897825, loss_adv_gen: -139.223816
+2023-02-12 15:03:49,616 - INFO - [Train] step: 6399, loss_adv_disc: -0.277531
+2023-02-12 15:03:49,824 - INFO - [Train] step: 6399, loss_mpn: 0.017375, loss_rec: 0.029168, loss_semantic: 0.402245, loss_idmrf: 0.622658, loss_adv_gen: -142.869843
+2023-02-12 15:04:18,892 - INFO - [Train] step: 6499, loss_adv_disc: -0.235311
+2023-02-12 15:04:19,101 - INFO - [Train] step: 6499, loss_mpn: 0.012269, loss_rec: 0.022133, loss_semantic: 0.319729, loss_idmrf: 1.260930, loss_adv_gen: -171.630920
+2023-02-12 15:04:48,160 - INFO - [Train] step: 6599, loss_adv_disc: -0.469994
+2023-02-12 15:04:48,370 - INFO - [Train] step: 6599, loss_mpn: 0.008784, loss_rec: 0.019133, loss_semantic: 0.306887, loss_idmrf: 0.801923, loss_adv_gen: -64.075722
+2023-02-12 15:05:17,426 - INFO - [Train] step: 6699, loss_adv_disc: -1.466449
+2023-02-12 15:05:17,634 - INFO - [Train] step: 6699, loss_mpn: 0.021287, loss_rec: 0.035671, loss_semantic: 0.454560, loss_idmrf: 1.030252, loss_adv_gen: -120.588272
+2023-02-12 15:05:46,695 - INFO - [Train] step: 6799, loss_adv_disc: 0.515251
+2023-02-12 15:05:46,904 - INFO - [Train] step: 6799, loss_mpn: 0.013280, loss_rec: 0.027942, loss_semantic: 0.360047, loss_idmrf: 1.654778, loss_adv_gen: -180.273392
+2023-02-12 15:06:15,963 - INFO - [Train] step: 6899, loss_adv_disc: -0.489713
+2023-02-12 15:06:16,171 - INFO - [Train] step: 6899, loss_mpn: 0.018902, loss_rec: 0.038339, loss_semantic: 0.442717, loss_idmrf: 2.431321, loss_adv_gen: -115.624718
+2023-02-12 15:06:45,239 - INFO - [Train] step: 6999, loss_adv_disc: -1.769455
+2023-02-12 15:06:45,447 - INFO - [Train] step: 6999, loss_mpn: 0.019381, loss_rec: 0.028560, loss_semantic: 0.383751, loss_idmrf: 1.163507, loss_adv_gen: -153.030273
+2023-02-12 15:07:22,635 - INFO - [Eval] step: 6999, bce: 0.306903, psnr: 28.013441, ssim: 0.951795
+2023-02-12 15:07:53,174 - INFO - [Train] step: 7099, loss_adv_disc: 1.659884
+2023-02-12 15:07:53,383 - INFO - [Train] step: 7099, loss_mpn: 0.028287, loss_rec: 0.037931, loss_semantic: 0.468431, loss_idmrf: 1.497301, loss_adv_gen: -132.254868
+2023-02-12 15:08:22,426 - INFO - [Train] step: 7199, loss_adv_disc: 0.472226
+2023-02-12 15:08:22,636 - INFO - [Train] step: 7199, loss_mpn: 0.013172, loss_rec: 0.024137, loss_semantic: 0.364234, loss_idmrf: 1.162045, loss_adv_gen: -132.014572
+2023-02-12 15:08:51,699 - INFO - [Train] step: 7299, loss_adv_disc: -0.581740
+2023-02-12 15:08:51,908 - INFO - [Train] step: 7299, loss_mpn: 0.012158, loss_rec: 0.031973, loss_semantic: 0.362457, loss_idmrf: 1.268194, loss_adv_gen: -137.127380
+2023-02-12 15:09:20,969 - INFO - [Train] step: 7399, loss_adv_disc: -0.978511
+2023-02-12 15:09:21,178 - INFO - [Train] step: 7399, loss_mpn: 0.022330, loss_rec: 0.024040, loss_semantic: 0.309038, loss_idmrf: 0.792379, loss_adv_gen: -106.908493
+2023-02-12 15:09:50,228 - INFO - [Train] step: 7499, loss_adv_disc: -0.073679
+2023-02-12 15:09:50,436 - INFO - [Train] step: 7499, loss_mpn: 0.018063, loss_rec: 0.022740, loss_semantic: 0.319768, loss_idmrf: 1.349909, loss_adv_gen: -165.113327
+2023-02-12 15:10:19,481 - INFO - [Train] step: 7599, loss_adv_disc: 0.049674
+2023-02-12 15:10:19,689 - INFO - [Train] step: 7599, loss_mpn: 0.010805, loss_rec: 0.025964, loss_semantic: 0.350963, loss_idmrf: 0.961297, loss_adv_gen: -113.559540
+2023-02-12 15:10:48,747 - INFO - [Train] step: 7699, loss_adv_disc: -0.608275
+2023-02-12 15:10:48,955 - INFO - [Train] step: 7699, loss_mpn: 0.016553, loss_rec: 0.027370, loss_semantic: 0.380454, loss_idmrf: 1.702928, loss_adv_gen: -108.241295
+2023-02-12 15:11:18,013 - INFO - [Train] step: 7799, loss_adv_disc: 1.413847
+2023-02-12 15:11:18,221 - INFO - [Train] step: 7799, loss_mpn: 0.021216, loss_rec: 0.033353, loss_semantic: 0.390046, loss_idmrf: 1.304851, loss_adv_gen: -118.235794
+2023-02-12 15:11:47,280 - INFO - [Train] step: 7899, loss_adv_disc: -0.615377
+2023-02-12 15:11:47,489 - INFO - [Train] step: 7899, loss_mpn: 0.016149, loss_rec: 0.024272, loss_semantic: 0.358250, loss_idmrf: 0.852178, loss_adv_gen: -133.236221
+2023-02-12 15:12:16,555 - INFO - [Train] step: 7999, loss_adv_disc: -0.062408
+2023-02-12 15:12:16,764 - INFO - [Train] step: 7999, loss_mpn: 0.013659, loss_rec: 0.026106, loss_semantic: 0.386249, loss_idmrf: 1.021867, loss_adv_gen: -147.716049
+2023-02-12 15:12:53,951 - INFO - [Eval] step: 7999, bce: 0.288697, psnr: 28.163181, ssim: 0.952470
+2023-02-12 15:13:24,273 - INFO - [Train] step: 8099, loss_adv_disc: -1.120922
+2023-02-12 15:13:24,481 - INFO - [Train] step: 8099, loss_mpn: 0.004955, loss_rec: 0.020915, loss_semantic: 0.322940, loss_idmrf: 1.106715, loss_adv_gen: -151.821106
+2023-02-12 15:13:53,543 - INFO - [Train] step: 8199, loss_adv_disc: 0.029411
+2023-02-12 15:13:53,753 - INFO - [Train] step: 8199, loss_mpn: 0.026964, loss_rec: 0.028958, loss_semantic: 0.445343, loss_idmrf: 1.209411, loss_adv_gen: -102.843552
+2023-02-12 15:14:22,805 - INFO - [Train] step: 8299, loss_adv_disc: -4.315375
+2023-02-12 15:14:23,012 - INFO - [Train] step: 8299, loss_mpn: 0.019549, loss_rec: 0.034941, loss_semantic: 0.462220, loss_idmrf: 0.890771, loss_adv_gen: -154.584610
+2023-02-12 15:14:52,068 - INFO - [Train] step: 8399, loss_adv_disc: -1.995814
+2023-02-12 15:14:52,276 - INFO - [Train] step: 8399, loss_mpn: 0.012006, loss_rec: 0.034098, loss_semantic: 0.396413, loss_idmrf: 0.811635, loss_adv_gen: -96.562088
+2023-02-12 15:15:21,323 - INFO - [Train] step: 8499, loss_adv_disc: 0.820693
+2023-02-12 15:15:21,532 - INFO - [Train] step: 8499, loss_mpn: 0.013124, loss_rec: 0.029301, loss_semantic: 0.393588, loss_idmrf: 1.013259, loss_adv_gen: -89.326385
+2023-02-12 15:15:50,592 - INFO - [Train] step: 8599, loss_adv_disc: 0.393147
+2023-02-12 15:15:50,800 - INFO - [Train] step: 8599, loss_mpn: 0.011680, loss_rec: 0.017792, loss_semantic: 0.300831, loss_idmrf: 0.998240, loss_adv_gen: -184.119385
+2023-02-12 15:16:19,842 - INFO - [Train] step: 8699, loss_adv_disc: -0.531485
+2023-02-12 15:16:20,051 - INFO - [Train] step: 8699, loss_mpn: 0.015221, loss_rec: 0.025195, loss_semantic: 0.341359, loss_idmrf: 1.062933, loss_adv_gen: -110.207268
+2023-02-12 15:16:49,123 - INFO - [Train] step: 8799, loss_adv_disc: -0.491042
+2023-02-12 15:16:49,332 - INFO - [Train] step: 8799, loss_mpn: 0.010106, loss_rec: 0.024656, loss_semantic: 0.360912, loss_idmrf: 0.767988, loss_adv_gen: -151.354294
+2023-02-12 15:17:18,385 - INFO - [Train] step: 8899, loss_adv_disc: -0.419860
+2023-02-12 15:17:18,594 - INFO - [Train] step: 8899, loss_mpn: 0.013824, loss_rec: 0.030028, loss_semantic: 0.417085, loss_idmrf: 1.085957, loss_adv_gen: -207.431549
+2023-02-12 15:17:47,642 - INFO - [Train] step: 8999, loss_adv_disc: -0.628583
+2023-02-12 15:17:47,850 - INFO - [Train] step: 8999, loss_mpn: 0.024702, loss_rec: 0.037819, loss_semantic: 0.416768, loss_idmrf: 2.331512, loss_adv_gen: -108.836723
+2023-02-12 15:18:25,047 - INFO - [Eval] step: 8999, bce: 0.302010, psnr: 28.254166, ssim: 0.952631
+2023-02-12 15:18:55,405 - INFO - [Train] step: 9099, loss_adv_disc: 0.632391
+2023-02-12 15:18:55,616 - INFO - [Train] step: 9099, loss_mpn: 0.014931, loss_rec: 0.024709, loss_semantic: 0.325625, loss_idmrf: 1.853235, loss_adv_gen: -115.922569
+2023-02-12 15:19:24,673 - INFO - [Train] step: 9199, loss_adv_disc: -1.815902
+2023-02-12 15:19:24,881 - INFO - [Train] step: 9199, loss_mpn: 0.016712, loss_rec: 0.022784, loss_semantic: 0.345748, loss_idmrf: 1.113174, loss_adv_gen: -51.955341
+2023-02-12 15:19:53,938 - INFO - [Train] step: 9299, loss_adv_disc: -0.156092
+2023-02-12 15:19:54,147 - INFO - [Train] step: 9299, loss_mpn: 0.011803, loss_rec: 0.023657, loss_semantic: 0.339971, loss_idmrf: 1.318946, loss_adv_gen: -127.398438
+2023-02-12 15:20:23,205 - INFO - [Train] step: 9399, loss_adv_disc: -0.345600
+2023-02-12 15:20:23,415 - INFO - [Train] step: 9399, loss_mpn: 0.036090, loss_rec: 0.027977, loss_semantic: 0.409671, loss_idmrf: 1.271996, loss_adv_gen: -96.280853
+2023-02-12 15:20:52,463 - INFO - [Train] step: 9499, loss_adv_disc: -0.154040
+2023-02-12 15:20:52,671 - INFO - [Train] step: 9499, loss_mpn: 0.008822, loss_rec: 0.023087, loss_semantic: 0.333166, loss_idmrf: 1.134625, loss_adv_gen: -172.469971
+2023-02-12 15:21:21,728 - INFO - [Train] step: 9599, loss_adv_disc: -2.609488
+2023-02-12 15:21:21,937 - INFO - [Train] step: 9599, loss_mpn: 0.018622, loss_rec: 0.031683, loss_semantic: 0.426192, loss_idmrf: 0.870782, loss_adv_gen: -63.231483
+2023-02-12 15:21:50,997 - INFO - [Train] step: 9699, loss_adv_disc: -1.726371
+2023-02-12 15:21:51,205 - INFO - [Train] step: 9699, loss_mpn: 0.016741, loss_rec: 0.030167, loss_semantic: 0.398618, loss_idmrf: 1.257529, loss_adv_gen: -196.563248
+2023-02-12 15:22:20,258 - INFO - [Train] step: 9799, loss_adv_disc: -2.347822
+2023-02-12 15:22:20,466 - INFO - [Train] step: 9799, loss_mpn: 0.021154, loss_rec: 0.028975, loss_semantic: 0.403203, loss_idmrf: 0.936794, loss_adv_gen: -92.555832
+2023-02-12 15:22:49,519 - INFO - [Train] step: 9899, loss_adv_disc: -0.370060
+2023-02-12 15:22:49,728 - INFO - [Train] step: 9899, loss_mpn: 0.013475, loss_rec: 0.026137, loss_semantic: 0.385814, loss_idmrf: 0.893062, loss_adv_gen: -135.118530
+2023-02-12 15:23:18,785 - INFO - [Train] step: 9999, loss_adv_disc: -1.345161
+2023-02-12 15:23:18,993 - INFO - [Train] step: 9999, loss_mpn: 0.022469, loss_rec: 0.028983, loss_semantic: 0.421686, loss_idmrf: 1.735447, loss_adv_gen: -143.855499
+2023-02-12 15:23:56,181 - INFO - [Eval] step: 9999, bce: 0.237329, psnr: 28.375944, ssim: 0.953470
+2023-02-12 15:23:57,541 - INFO - End of training
diff --git a/downstream-watermark-removal/output-2023-02-12-15-41-28.log b/downstream-watermark-removal/output-2023-02-12-15-41-28.log
new file mode 100644
index 0000000000000000000000000000000000000000..1a526a142217b554a1c0013c0b51aa85553114d0
--- /dev/null
+++ b/downstream-watermark-removal/output-2023-02-12-15-41-28.log
@@ -0,0 +1,1911 @@
+2023-02-12 15:41:29,581 - INFO - Experiment directory: runs/downstream-watermark-removal
+2023-02-12 15:41:29,581 - INFO - Device: cuda
+2023-02-12 15:41:29,581 - INFO - Number of devices: 1
+2023-02-12 15:41:29,944 - INFO - Size of training set: 28352
+2023-02-12 15:41:29,944 - INFO - Size of validation set: 4051
+2023-02-12 15:41:29,944 - INFO - Batch size per device: 4
+2023-02-12 15:41:29,944 - INFO - Effective batch size: 4
+2023-02-12 15:41:31,526 - INFO - Successfully load mpn from ./runs/places-joint/ckpt/step149999.pt
+2023-02-12 15:41:31,531 - INFO - Successfully load rin from ./runs/places-joint/ckpt/step149999.pt
+2023-02-12 15:41:31,532 - INFO - Successfully load disc from ./runs/places-joint/ckpt/step149999.pt
+2023-02-12 15:41:31,534 - INFO - Successfully load pdisc from ./runs/places-joint/ckpt/step149999.pt
+2023-02-12 15:41:31,534 - INFO - Resume from runs/downstream-watermark-removal/ckpt/step009999.pt
+2023-02-12 15:41:31,627 - INFO - Successfully load mpn from runs/downstream-watermark-removal/ckpt/step009999.pt
+2023-02-12 15:41:31,632 - INFO - Successfully load rin from runs/downstream-watermark-removal/ckpt/step009999.pt
+2023-02-12 15:41:31,634 - INFO - Successfully load disc from runs/downstream-watermark-removal/ckpt/step009999.pt
+2023-02-12 15:41:31,636 - INFO - Successfully load pdisc from runs/downstream-watermark-removal/ckpt/step009999.pt
+2023-02-12 15:41:31,669 - INFO - Successfully load optimizers from runs/downstream-watermark-removal/ckpt/step009999.pt
+2023-02-12 15:41:31,669 - INFO - Restart training at step 10000
+2023-02-12 15:41:31,669 - INFO - Best psnr so far: 28.375944137573242
+2023-02-12 15:41:31,671 - INFO - Start training...
+2023-02-12 15:42:03,389 - INFO - [Train] step: 10099, loss_adv_disc: -0.573632
+2023-02-12 15:42:03,596 - INFO - [Train] step: 10099, loss_mpn: 0.010319, loss_rec: 0.027359, loss_semantic: 0.370544, loss_idmrf: 0.774260, loss_adv_gen: -122.804909
+2023-02-12 15:42:32,762 - INFO - [Train] step: 10199, loss_adv_disc: -0.752703
+2023-02-12 15:42:32,971 - INFO - [Train] step: 10199, loss_mpn: 0.021178, loss_rec: 0.029023, loss_semantic: 0.415801, loss_idmrf: 1.008709, loss_adv_gen: -128.898590
+2023-02-12 15:43:02,229 - INFO - [Train] step: 10299, loss_adv_disc: -0.624492
+2023-02-12 15:43:02,439 - INFO - [Train] step: 10299, loss_mpn: 0.015903, loss_rec: 0.024953, loss_semantic: 0.390218, loss_idmrf: 0.604853, loss_adv_gen: -81.564667
+2023-02-12 15:43:31,721 - INFO - [Train] step: 10399, loss_adv_disc: -0.534651
+2023-02-12 15:43:31,930 - INFO - [Train] step: 10399, loss_mpn: 0.009860, loss_rec: 0.031842, loss_semantic: 0.361394, loss_idmrf: 1.416407, loss_adv_gen: -81.499672
+2023-02-12 15:44:01,214 - INFO - [Train] step: 10499, loss_adv_disc: 0.128698
+2023-02-12 15:44:01,424 - INFO - [Train] step: 10499, loss_mpn: 0.022621, loss_rec: 0.026604, loss_semantic: 0.383198, loss_idmrf: 0.996032, loss_adv_gen: -173.462540
+2023-02-12 15:44:30,713 - INFO - [Train] step: 10599, loss_adv_disc: -0.762986
+2023-02-12 15:44:30,923 - INFO - [Train] step: 10599, loss_mpn: 0.010371, loss_rec: 0.021601, loss_semantic: 0.355843, loss_idmrf: 0.626368, loss_adv_gen: -87.495544
+2023-02-12 15:45:00,220 - INFO - [Train] step: 10699, loss_adv_disc: -0.799230
+2023-02-12 15:45:00,431 - INFO - [Train] step: 10699, loss_mpn: 0.022823, loss_rec: 0.034656, loss_semantic: 0.432447, loss_idmrf: 1.455905, loss_adv_gen: -148.209473
+2023-02-12 15:45:29,723 - INFO - [Train] step: 10799, loss_adv_disc: -1.669115
+2023-02-12 15:45:29,933 - INFO - [Train] step: 10799, loss_mpn: 0.019033, loss_rec: 0.032545, loss_semantic: 0.419988, loss_idmrf: 2.659751, loss_adv_gen: -113.579796
+2023-02-12 15:45:59,232 - INFO - [Train] step: 10899, loss_adv_disc: -0.240895
+2023-02-12 15:45:59,442 - INFO - [Train] step: 10899, loss_mpn: 0.008078, loss_rec: 0.018564, loss_semantic: 0.299887, loss_idmrf: 0.776784, loss_adv_gen: -110.333099
+2023-02-12 15:46:28,732 - INFO - [Train] step: 10999, loss_adv_disc: -1.609084
+2023-02-12 15:46:28,941 - INFO - [Train] step: 10999, loss_mpn: 0.015474, loss_rec: 0.032228, loss_semantic: 0.409391, loss_idmrf: 1.527376, loss_adv_gen: -152.766113
+2023-02-12 15:47:06,356 - INFO - [Eval] step: 10999, bce: 0.257489, psnr: 28.320116, ssim: 0.953730
+2023-02-12 15:47:37,093 - INFO - [Train] step: 11099, loss_adv_disc: -1.827085
+2023-02-12 15:47:37,302 - INFO - [Train] step: 11099, loss_mpn: 0.046034, loss_rec: 0.034839, loss_semantic: 0.449751, loss_idmrf: 1.792729, loss_adv_gen: -104.510086
+2023-02-12 15:48:06,631 - INFO - [Train] step: 11199, loss_adv_disc: -1.588022
+2023-02-12 15:48:06,841 - INFO - [Train] step: 11199, loss_mpn: 0.023192, loss_rec: 0.030508, loss_semantic: 0.357541, loss_idmrf: 1.278599, loss_adv_gen: -167.189331
+2023-02-12 15:48:36,166 - INFO - [Train] step: 11299, loss_adv_disc: 0.126817
+2023-02-12 15:48:36,376 - INFO - [Train] step: 11299, loss_mpn: 0.010594, loss_rec: 0.029868, loss_semantic: 0.403277, loss_idmrf: 0.817758, loss_adv_gen: -148.307251
+2023-02-12 15:49:05,695 - INFO - [Train] step: 11399, loss_adv_disc: -5.733956
+2023-02-12 15:49:05,905 - INFO - [Train] step: 11399, loss_mpn: 0.025480, loss_rec: 0.046885, loss_semantic: 0.485265, loss_idmrf: 1.430085, loss_adv_gen: -135.652435
+2023-02-12 15:49:35,210 - INFO - [Train] step: 11499, loss_adv_disc: -0.405542
+2023-02-12 15:49:35,419 - INFO - [Train] step: 11499, loss_mpn: 0.017168, loss_rec: 0.014043, loss_semantic: 0.287016, loss_idmrf: 1.553092, loss_adv_gen: -151.363632
+2023-02-12 15:50:04,729 - INFO - [Train] step: 11599, loss_adv_disc: -0.672015
+2023-02-12 15:50:04,938 - INFO - [Train] step: 11599, loss_mpn: 0.031546, loss_rec: 0.028756, loss_semantic: 0.401363, loss_idmrf: 1.752889, loss_adv_gen: -101.953789
+2023-02-12 15:50:34,248 - INFO - [Train] step: 11699, loss_adv_disc: -0.624735
+2023-02-12 15:50:34,457 - INFO - [Train] step: 11699, loss_mpn: 0.018015, loss_rec: 0.027845, loss_semantic: 0.394872, loss_idmrf: 1.055130, loss_adv_gen: -150.515442
+2023-02-12 15:51:03,766 - INFO - [Train] step: 11799, loss_adv_disc: 1.819307
+2023-02-12 15:51:03,975 - INFO - [Train] step: 11799, loss_mpn: 0.015464, loss_rec: 0.035582, loss_semantic: 0.379069, loss_idmrf: 2.861618, loss_adv_gen: -122.459030
+2023-02-12 15:51:33,272 - INFO - [Train] step: 11899, loss_adv_disc: -1.051750
+2023-02-12 15:51:33,481 - INFO - [Train] step: 11899, loss_mpn: 0.035472, loss_rec: 0.042832, loss_semantic: 0.438833, loss_idmrf: 1.802002, loss_adv_gen: -112.499496
+2023-02-12 15:52:02,783 - INFO - [Train] step: 11999, loss_adv_disc: -1.834618
+2023-02-12 15:52:02,992 - INFO - [Train] step: 11999, loss_mpn: 0.046120, loss_rec: 0.038236, loss_semantic: 0.390554, loss_idmrf: 1.070025, loss_adv_gen: -160.587997
+2023-02-12 15:52:40,183 - INFO - [Eval] step: 11999, bce: 0.294210, psnr: 28.423737, ssim: 0.953786
+2023-02-12 15:53:10,757 - INFO - [Train] step: 12099, loss_adv_disc: -0.467648
+2023-02-12 15:53:10,967 - INFO - [Train] step: 12099, loss_mpn: 0.018973, loss_rec: 0.018282, loss_semantic: 0.319116, loss_idmrf: 0.968704, loss_adv_gen: -130.123260
+2023-02-12 15:53:40,280 - INFO - [Train] step: 12199, loss_adv_disc: -1.703174
+2023-02-12 15:53:40,489 - INFO - [Train] step: 12199, loss_mpn: 0.013166, loss_rec: 0.025926, loss_semantic: 0.310816, loss_idmrf: 1.490854, loss_adv_gen: -87.041710
+2023-02-12 15:54:09,788 - INFO - [Train] step: 12299, loss_adv_disc: -2.071906
+2023-02-12 15:54:09,997 - INFO - [Train] step: 12299, loss_mpn: 0.011900, loss_rec: 0.023009, loss_semantic: 0.361497, loss_idmrf: 1.356379, loss_adv_gen: -97.818542
+2023-02-12 15:54:39,307 - INFO - [Train] step: 12399, loss_adv_disc: -1.547906
+2023-02-12 15:54:39,517 - INFO - [Train] step: 12399, loss_mpn: 0.031430, loss_rec: 0.039016, loss_semantic: 0.466467, loss_idmrf: 1.551023, loss_adv_gen: -124.634491
+2023-02-12 15:55:08,815 - INFO - [Train] step: 12499, loss_adv_disc: -2.076171
+2023-02-12 15:55:09,024 - INFO - [Train] step: 12499, loss_mpn: 0.025787, loss_rec: 0.031508, loss_semantic: 0.419648, loss_idmrf: 1.477141, loss_adv_gen: -92.370377
+2023-02-12 15:55:38,328 - INFO - [Train] step: 12599, loss_adv_disc: -1.768132
+2023-02-12 15:55:38,538 - INFO - [Train] step: 12599, loss_mpn: 0.010386, loss_rec: 0.034599, loss_semantic: 0.419125, loss_idmrf: 1.166921, loss_adv_gen: -133.431656
+2023-02-12 15:56:07,831 - INFO - [Train] step: 12699, loss_adv_disc: -2.694801
+2023-02-12 15:56:08,040 - INFO - [Train] step: 12699, loss_mpn: 0.033597, loss_rec: 0.041970, loss_semantic: 0.457011, loss_idmrf: 1.751136, loss_adv_gen: -126.347549
+2023-02-12 15:56:37,340 - INFO - [Train] step: 12799, loss_adv_disc: 0.018329
+2023-02-12 15:56:37,551 - INFO - [Train] step: 12799, loss_mpn: 0.024124, loss_rec: 0.032403, loss_semantic: 0.401399, loss_idmrf: 1.235319, loss_adv_gen: -91.264397
+2023-02-12 15:57:06,860 - INFO - [Train] step: 12899, loss_adv_disc: -1.688953
+2023-02-12 15:57:07,069 - INFO - [Train] step: 12899, loss_mpn: 0.024907, loss_rec: 0.032172, loss_semantic: 0.405167, loss_idmrf: 1.241795, loss_adv_gen: -99.125114
+2023-02-12 15:57:36,378 - INFO - [Train] step: 12999, loss_adv_disc: -1.207177
+2023-02-12 15:57:36,587 - INFO - [Train] step: 12999, loss_mpn: 0.016857, loss_rec: 0.023081, loss_semantic: 0.333206, loss_idmrf: 1.260828, loss_adv_gen: -170.703522
+2023-02-12 15:58:13,782 - INFO - [Eval] step: 12999, bce: 0.266584, psnr: 28.522163, ssim: 0.954158
+2023-02-12 15:58:44,344 - INFO - [Train] step: 13099, loss_adv_disc: 0.384707
+2023-02-12 15:58:44,554 - INFO - [Train] step: 13099, loss_mpn: 0.011170, loss_rec: 0.019468, loss_semantic: 0.341580, loss_idmrf: 1.395938, loss_adv_gen: -162.299805
+2023-02-12 15:59:13,857 - INFO - [Train] step: 13199, loss_adv_disc: -0.637955
+2023-02-12 15:59:14,066 - INFO - [Train] step: 13199, loss_mpn: 0.010275, loss_rec: 0.022119, loss_semantic: 0.369303, loss_idmrf: 1.168316, loss_adv_gen: -97.904114
+2023-02-12 15:59:43,376 - INFO - [Train] step: 13299, loss_adv_disc: -0.400550
+2023-02-12 15:59:43,585 - INFO - [Train] step: 13299, loss_mpn: 0.011687, loss_rec: 0.012240, loss_semantic: 0.243617, loss_idmrf: 0.481851, loss_adv_gen: -106.272179
+2023-02-12 16:00:12,885 - INFO - [Train] step: 13399, loss_adv_disc: -1.855669
+2023-02-12 16:00:13,096 - INFO - [Train] step: 13399, loss_mpn: 0.014073, loss_rec: 0.027463, loss_semantic: 0.361384, loss_idmrf: 1.515916, loss_adv_gen: -106.083847
+2023-02-12 16:00:42,394 - INFO - [Train] step: 13499, loss_adv_disc: -1.340236
+2023-02-12 16:00:42,603 - INFO - [Train] step: 13499, loss_mpn: 0.016790, loss_rec: 0.020464, loss_semantic: 0.314939, loss_idmrf: 1.105718, loss_adv_gen: -119.364258
+2023-02-12 16:01:11,909 - INFO - [Train] step: 13599, loss_adv_disc: -1.605150
+2023-02-12 16:01:12,119 - INFO - [Train] step: 13599, loss_mpn: 0.036913, loss_rec: 0.031908, loss_semantic: 0.419063, loss_idmrf: 1.360922, loss_adv_gen: -161.308777
+2023-02-12 16:01:41,423 - INFO - [Train] step: 13699, loss_adv_disc: -2.649448
+2023-02-12 16:01:41,634 - INFO - [Train] step: 13699, loss_mpn: 0.044100, loss_rec: 0.030275, loss_semantic: 0.416397, loss_idmrf: 1.658602, loss_adv_gen: -116.658020
+2023-02-12 16:02:10,936 - INFO - [Train] step: 13799, loss_adv_disc: -0.988471
+2023-02-12 16:02:11,145 - INFO - [Train] step: 13799, loss_mpn: 0.034739, loss_rec: 0.029279, loss_semantic: 0.382340, loss_idmrf: 0.971351, loss_adv_gen: -150.975433
+2023-02-12 16:02:40,442 - INFO - [Train] step: 13899, loss_adv_disc: -2.611970
+2023-02-12 16:02:40,651 - INFO - [Train] step: 13899, loss_mpn: 0.023674, loss_rec: 0.028898, loss_semantic: 0.407663, loss_idmrf: 1.427401, loss_adv_gen: -159.901657
+2023-02-12 16:03:09,949 - INFO - [Train] step: 13999, loss_adv_disc: -0.316513
+2023-02-12 16:03:10,159 - INFO - [Train] step: 13999, loss_mpn: 0.017420, loss_rec: 0.029493, loss_semantic: 0.419786, loss_idmrf: 1.184973, loss_adv_gen: -136.433777
+2023-02-12 16:03:47,344 - INFO - [Eval] step: 13999, bce: 0.303972, psnr: 28.459097, ssim: 0.954072
+2023-02-12 16:04:17,701 - INFO - [Train] step: 14099, loss_adv_disc: 0.521385
+2023-02-12 16:04:17,911 - INFO - [Train] step: 14099, loss_mpn: 0.010085, loss_rec: 0.025302, loss_semantic: 0.358362, loss_idmrf: 1.194657, loss_adv_gen: -136.419891
+2023-02-12 16:04:47,224 - INFO - [Train] step: 14199, loss_adv_disc: -0.374627
+2023-02-12 16:04:47,434 - INFO - [Train] step: 14199, loss_mpn: 0.025627, loss_rec: 0.015940, loss_semantic: 0.260977, loss_idmrf: 0.729602, loss_adv_gen: -205.061829
+2023-02-12 16:05:16,739 - INFO - [Train] step: 14299, loss_adv_disc: -0.613578
+2023-02-12 16:05:16,949 - INFO - [Train] step: 14299, loss_mpn: 0.012513, loss_rec: 0.018452, loss_semantic: 0.297812, loss_idmrf: 0.867024, loss_adv_gen: -117.039078
+2023-02-12 16:05:46,257 - INFO - [Train] step: 14399, loss_adv_disc: -0.752550
+2023-02-12 16:05:46,467 - INFO - [Train] step: 14399, loss_mpn: 0.010786, loss_rec: 0.020313, loss_semantic: 0.317454, loss_idmrf: 0.587289, loss_adv_gen: -146.788406
+2023-02-12 16:06:15,774 - INFO - [Train] step: 14499, loss_adv_disc: -2.348324
+2023-02-12 16:06:15,983 - INFO - [Train] step: 14499, loss_mpn: 0.009751, loss_rec: 0.029186, loss_semantic: 0.382273, loss_idmrf: 1.368526, loss_adv_gen: -186.162994
+2023-02-12 16:06:45,289 - INFO - [Train] step: 14599, loss_adv_disc: -4.208821
+2023-02-12 16:06:45,498 - INFO - [Train] step: 14599, loss_mpn: 0.020542, loss_rec: 0.047389, loss_semantic: 0.453684, loss_idmrf: 1.460051, loss_adv_gen: -124.967163
+2023-02-12 16:07:14,806 - INFO - [Train] step: 14699, loss_adv_disc: -1.152210
+2023-02-12 16:07:15,017 - INFO - [Train] step: 14699, loss_mpn: 0.016993, loss_rec: 0.025116, loss_semantic: 0.355742, loss_idmrf: 1.580167, loss_adv_gen: -120.020020
+2023-02-12 16:07:44,332 - INFO - [Train] step: 14799, loss_adv_disc: -0.867544
+2023-02-12 16:07:44,543 - INFO - [Train] step: 14799, loss_mpn: 0.026516, loss_rec: 0.026188, loss_semantic: 0.376111, loss_idmrf: 1.591483, loss_adv_gen: -132.943726
+2023-02-12 16:08:13,848 - INFO - [Train] step: 14899, loss_adv_disc: -1.832621
+2023-02-12 16:08:14,057 - INFO - [Train] step: 14899, loss_mpn: 0.024598, loss_rec: 0.026206, loss_semantic: 0.376802, loss_idmrf: 1.258729, loss_adv_gen: -103.054977
+2023-02-12 16:08:43,362 - INFO - [Train] step: 14999, loss_adv_disc: -0.470228
+2023-02-12 16:08:43,573 - INFO - [Train] step: 14999, loss_mpn: 0.016009, loss_rec: 0.023309, loss_semantic: 0.347093, loss_idmrf: 1.167062, loss_adv_gen: -129.543365
+2023-02-12 16:09:20,763 - INFO - [Eval] step: 14999, bce: 0.308236, psnr: 28.478035, ssim: 0.954528
+2023-02-12 16:09:51,239 - INFO - [Train] step: 15099, loss_adv_disc: -3.643587
+2023-02-12 16:09:51,448 - INFO - [Train] step: 15099, loss_mpn: 0.017914, loss_rec: 0.037130, loss_semantic: 0.469375, loss_idmrf: 0.786234, loss_adv_gen: -152.553009
+2023-02-12 16:10:20,756 - INFO - [Train] step: 15199, loss_adv_disc: -1.558701
+2023-02-12 16:10:20,966 - INFO - [Train] step: 15199, loss_mpn: 0.013246, loss_rec: 0.020152, loss_semantic: 0.340950, loss_idmrf: 0.891224, loss_adv_gen: -135.107086
+2023-02-12 16:10:50,262 - INFO - [Train] step: 15299, loss_adv_disc: -0.838546
+2023-02-12 16:10:50,472 - INFO - [Train] step: 15299, loss_mpn: 0.021482, loss_rec: 0.033843, loss_semantic: 0.446977, loss_idmrf: 1.599546, loss_adv_gen: -160.477463
+2023-02-12 16:11:19,776 - INFO - [Train] step: 15399, loss_adv_disc: -1.011172
+2023-02-12 16:11:19,985 - INFO - [Train] step: 15399, loss_mpn: 0.021991, loss_rec: 0.026417, loss_semantic: 0.354353, loss_idmrf: 0.977984, loss_adv_gen: -126.219818
+2023-02-12 16:11:49,291 - INFO - [Train] step: 15499, loss_adv_disc: -0.555625
+2023-02-12 16:11:49,500 - INFO - [Train] step: 15499, loss_mpn: 0.013487, loss_rec: 0.020957, loss_semantic: 0.318727, loss_idmrf: 1.733619, loss_adv_gen: -151.311798
+2023-02-12 16:12:18,806 - INFO - [Train] step: 15599, loss_adv_disc: -1.035817
+2023-02-12 16:12:19,015 - INFO - [Train] step: 15599, loss_mpn: 0.013551, loss_rec: 0.021167, loss_semantic: 0.354886, loss_idmrf: 0.928748, loss_adv_gen: -122.134354
+2023-02-12 16:12:48,326 - INFO - [Train] step: 15699, loss_adv_disc: -2.363843
+2023-02-12 16:12:48,536 - INFO - [Train] step: 15699, loss_mpn: 0.019518, loss_rec: 0.024358, loss_semantic: 0.379131, loss_idmrf: 1.181651, loss_adv_gen: -103.208733
+2023-02-12 16:13:17,837 - INFO - [Train] step: 15799, loss_adv_disc: -0.818816
+2023-02-12 16:13:18,046 - INFO - [Train] step: 15799, loss_mpn: 0.017659, loss_rec: 0.026649, loss_semantic: 0.391756, loss_idmrf: 1.939934, loss_adv_gen: -135.258698
+2023-02-12 16:13:47,349 - INFO - [Train] step: 15899, loss_adv_disc: -1.612358
+2023-02-12 16:13:47,558 - INFO - [Train] step: 15899, loss_mpn: 0.011624, loss_rec: 0.027462, loss_semantic: 0.385324, loss_idmrf: 0.910483, loss_adv_gen: -129.717789
+2023-02-12 16:14:16,865 - INFO - [Train] step: 15999, loss_adv_disc: -1.801970
+2023-02-12 16:14:17,076 - INFO - [Train] step: 15999, loss_mpn: 0.034720, loss_rec: 0.032492, loss_semantic: 0.394786, loss_idmrf: 1.137444, loss_adv_gen: -132.660370
+2023-02-12 16:14:54,265 - INFO - [Eval] step: 15999, bce: 0.306298, psnr: 28.455198, ssim: 0.954385
+2023-02-12 16:15:24,618 - INFO - [Train] step: 16099, loss_adv_disc: -0.523683
+2023-02-12 16:15:24,828 - INFO - [Train] step: 16099, loss_mpn: 0.013928, loss_rec: 0.034034, loss_semantic: 0.433492, loss_idmrf: 1.327242, loss_adv_gen: -82.181107
+2023-02-12 16:15:54,132 - INFO - [Train] step: 16199, loss_adv_disc: -1.345654
+2023-02-12 16:15:54,341 - INFO - [Train] step: 16199, loss_mpn: 0.016082, loss_rec: 0.028009, loss_semantic: 0.397227, loss_idmrf: 0.816519, loss_adv_gen: -131.595657
+2023-02-12 16:16:23,646 - INFO - [Train] step: 16299, loss_adv_disc: -2.553635
+2023-02-12 16:16:23,855 - INFO - [Train] step: 16299, loss_mpn: 0.020678, loss_rec: 0.027889, loss_semantic: 0.396791, loss_idmrf: 0.867642, loss_adv_gen: -144.310089
+2023-02-12 16:16:53,149 - INFO - [Train] step: 16399, loss_adv_disc: -1.215216
+2023-02-12 16:16:53,359 - INFO - [Train] step: 16399, loss_mpn: 0.015651, loss_rec: 0.026465, loss_semantic: 0.372941, loss_idmrf: 0.596170, loss_adv_gen: -141.296097
+2023-02-12 16:17:22,658 - INFO - [Train] step: 16499, loss_adv_disc: -1.153915
+2023-02-12 16:17:22,869 - INFO - [Train] step: 16499, loss_mpn: 0.011120, loss_rec: 0.020798, loss_semantic: 0.302271, loss_idmrf: 1.135478, loss_adv_gen: -156.829041
+2023-02-12 16:17:52,172 - INFO - [Train] step: 16599, loss_adv_disc: -0.912775
+2023-02-12 16:17:52,383 - INFO - [Train] step: 16599, loss_mpn: 0.008206, loss_rec: 0.018265, loss_semantic: 0.288056, loss_idmrf: 0.732165, loss_adv_gen: -106.054985
+2023-02-12 16:18:21,672 - INFO - [Train] step: 16699, loss_adv_disc: -2.081031
+2023-02-12 16:18:21,881 - INFO - [Train] step: 16699, loss_mpn: 0.018193, loss_rec: 0.031450, loss_semantic: 0.419401, loss_idmrf: 0.929888, loss_adv_gen: -111.711731
+2023-02-12 16:18:51,180 - INFO - [Train] step: 16799, loss_adv_disc: -1.307692
+2023-02-12 16:18:51,389 - INFO - [Train] step: 16799, loss_mpn: 0.012063, loss_rec: 0.024626, loss_semantic: 0.336043, loss_idmrf: 1.499988, loss_adv_gen: -175.205460
+2023-02-12 16:19:20,703 - INFO - [Train] step: 16899, loss_adv_disc: -1.324519
+2023-02-12 16:19:20,912 - INFO - [Train] step: 16899, loss_mpn: 0.016227, loss_rec: 0.031347, loss_semantic: 0.402643, loss_idmrf: 2.323829, loss_adv_gen: -120.771484
+2023-02-12 16:19:50,217 - INFO - [Train] step: 16999, loss_adv_disc: -2.507675
+2023-02-12 16:19:50,426 - INFO - [Train] step: 16999, loss_mpn: 0.016803, loss_rec: 0.025666, loss_semantic: 0.354471, loss_idmrf: 1.031530, loss_adv_gen: -143.293396
+2023-02-12 16:20:27,604 - INFO - [Eval] step: 16999, bce: 0.273737, psnr: 28.555843, ssim: 0.955114
+2023-02-12 16:20:58,416 - INFO - [Train] step: 17099, loss_adv_disc: 0.443840
+2023-02-12 16:20:58,626 - INFO - [Train] step: 17099, loss_mpn: 0.023819, loss_rec: 0.035763, loss_semantic: 0.446109, loss_idmrf: 1.448572, loss_adv_gen: -135.764587
+2023-02-12 16:21:27,925 - INFO - [Train] step: 17199, loss_adv_disc: -1.347090
+2023-02-12 16:21:28,137 - INFO - [Train] step: 17199, loss_mpn: 0.012972, loss_rec: 0.021817, loss_semantic: 0.339731, loss_idmrf: 1.089608, loss_adv_gen: -148.485229
+2023-02-12 16:21:57,450 - INFO - [Train] step: 17299, loss_adv_disc: -1.612137
+2023-02-12 16:21:57,660 - INFO - [Train] step: 17299, loss_mpn: 0.011751, loss_rec: 0.028418, loss_semantic: 0.330752, loss_idmrf: 1.093765, loss_adv_gen: -128.659851
+2023-02-12 16:22:26,975 - INFO - [Train] step: 17399, loss_adv_disc: -1.544677
+2023-02-12 16:22:27,184 - INFO - [Train] step: 17399, loss_mpn: 0.020075, loss_rec: 0.023185, loss_semantic: 0.295154, loss_idmrf: 0.754979, loss_adv_gen: -121.820137
+2023-02-12 16:22:56,493 - INFO - [Train] step: 17499, loss_adv_disc: -0.432313
+2023-02-12 16:22:56,702 - INFO - [Train] step: 17499, loss_mpn: 0.014809, loss_rec: 0.022634, loss_semantic: 0.313536, loss_idmrf: 1.329498, loss_adv_gen: -147.561279
+2023-02-12 16:23:26,003 - INFO - [Train] step: 17599, loss_adv_disc: -1.115981
+2023-02-12 16:23:26,212 - INFO - [Train] step: 17599, loss_mpn: 0.009049, loss_rec: 0.025591, loss_semantic: 0.337981, loss_idmrf: 0.947413, loss_adv_gen: -143.247269
+2023-02-12 16:23:55,511 - INFO - [Train] step: 17699, loss_adv_disc: -2.487102
+2023-02-12 16:23:55,720 - INFO - [Train] step: 17699, loss_mpn: 0.013790, loss_rec: 0.025868, loss_semantic: 0.363133, loss_idmrf: 1.507466, loss_adv_gen: -111.246292
+2023-02-12 16:24:25,024 - INFO - [Train] step: 17799, loss_adv_disc: -0.998510
+2023-02-12 16:24:25,233 - INFO - [Train] step: 17799, loss_mpn: 0.019137, loss_rec: 0.031876, loss_semantic: 0.361409, loss_idmrf: 1.181487, loss_adv_gen: -124.277679
+2023-02-12 16:24:54,528 - INFO - [Train] step: 17899, loss_adv_disc: -1.453950
+2023-02-12 16:24:54,738 - INFO - [Train] step: 17899, loss_mpn: 0.014552, loss_rec: 0.023205, loss_semantic: 0.341911, loss_idmrf: 0.837011, loss_adv_gen: -134.504120
+2023-02-12 16:25:24,050 - INFO - [Train] step: 17999, loss_adv_disc: -0.939511
+2023-02-12 16:25:24,259 - INFO - [Train] step: 17999, loss_mpn: 0.012760, loss_rec: 0.025366, loss_semantic: 0.373259, loss_idmrf: 0.979126, loss_adv_gen: -151.648438
+2023-02-12 16:26:01,440 - INFO - [Eval] step: 17999, bce: 0.251774, psnr: 28.777643, ssim: 0.955392
+2023-02-12 16:26:32,027 - INFO - [Train] step: 18099, loss_adv_disc: -2.070312
+2023-02-12 16:26:32,236 - INFO - [Train] step: 18099, loss_mpn: 0.004872, loss_rec: 0.020001, loss_semantic: 0.310476, loss_idmrf: 1.048967, loss_adv_gen: -150.932953
+2023-02-12 16:27:01,538 - INFO - [Train] step: 18199, loss_adv_disc: -1.143127
+2023-02-12 16:27:01,747 - INFO - [Train] step: 18199, loss_mpn: 0.025022, loss_rec: 0.028321, loss_semantic: 0.423840, loss_idmrf: 1.156174, loss_adv_gen: -102.148407
+2023-02-12 16:27:31,063 - INFO - [Train] step: 18299, loss_adv_disc: -4.435246
+2023-02-12 16:27:31,273 - INFO - [Train] step: 18299, loss_mpn: 0.018011, loss_rec: 0.030718, loss_semantic: 0.427602, loss_idmrf: 0.809859, loss_adv_gen: -186.041138
+2023-02-12 16:28:00,568 - INFO - [Train] step: 18399, loss_adv_disc: -3.066000
+2023-02-12 16:28:00,778 - INFO - [Train] step: 18399, loss_mpn: 0.011016, loss_rec: 0.030814, loss_semantic: 0.371703, loss_idmrf: 0.757866, loss_adv_gen: -105.622498
+2023-02-12 16:28:30,073 - INFO - [Train] step: 18499, loss_adv_disc: -1.114918
+2023-02-12 16:28:30,282 - INFO - [Train] step: 18499, loss_mpn: 0.010394, loss_rec: 0.026084, loss_semantic: 0.364294, loss_idmrf: 0.909241, loss_adv_gen: -115.210663
+2023-02-12 16:28:59,592 - INFO - [Train] step: 18599, loss_adv_disc: -1.054129
+2023-02-12 16:28:59,802 - INFO - [Train] step: 18599, loss_mpn: 0.009915, loss_rec: 0.017679, loss_semantic: 0.280701, loss_idmrf: 0.945293, loss_adv_gen: -198.327484
+2023-02-12 16:29:29,101 - INFO - [Train] step: 18699, loss_adv_disc: -1.622249
+2023-02-12 16:29:29,311 - INFO - [Train] step: 18699, loss_mpn: 0.014588, loss_rec: 0.022627, loss_semantic: 0.315072, loss_idmrf: 0.948333, loss_adv_gen: -130.181458
+2023-02-12 16:29:58,623 - INFO - [Train] step: 18799, loss_adv_disc: -1.277717
+2023-02-12 16:29:58,832 - INFO - [Train] step: 18799, loss_mpn: 0.008285, loss_rec: 0.023155, loss_semantic: 0.342413, loss_idmrf: 0.691079, loss_adv_gen: -154.404709
+2023-02-12 16:30:28,135 - INFO - [Train] step: 18899, loss_adv_disc: -0.820742
+2023-02-12 16:30:28,345 - INFO - [Train] step: 18899, loss_mpn: 0.012449, loss_rec: 0.027330, loss_semantic: 0.399460, loss_idmrf: 0.998687, loss_adv_gen: -198.893234
+2023-02-12 16:30:57,650 - INFO - [Train] step: 18999, loss_adv_disc: -1.660756
+2023-02-12 16:30:57,859 - INFO - [Train] step: 18999, loss_mpn: 0.023072, loss_rec: 0.028610, loss_semantic: 0.388851, loss_idmrf: 2.183407, loss_adv_gen: -116.730270
+2023-02-12 16:31:35,047 - INFO - [Eval] step: 18999, bce: 0.249404, psnr: 28.782251, ssim: 0.955003
+2023-02-12 16:32:05,584 - INFO - [Train] step: 19099, loss_adv_disc: -0.901823
+2023-02-12 16:32:05,793 - INFO - [Train] step: 19099, loss_mpn: 0.013171, loss_rec: 0.022117, loss_semantic: 0.309392, loss_idmrf: 1.791707, loss_adv_gen: -120.883339
+2023-02-12 16:32:35,096 - INFO - [Train] step: 19199, loss_adv_disc: -2.141203
+2023-02-12 16:32:35,305 - INFO - [Train] step: 19199, loss_mpn: 0.015092, loss_rec: 0.021426, loss_semantic: 0.324317, loss_idmrf: 0.992624, loss_adv_gen: -87.088943
+2023-02-12 16:33:04,621 - INFO - [Train] step: 19299, loss_adv_disc: -0.994007
+2023-02-12 16:33:04,831 - INFO - [Train] step: 19299, loss_mpn: 0.010342, loss_rec: 0.022274, loss_semantic: 0.321889, loss_idmrf: 1.285398, loss_adv_gen: -134.916077
+2023-02-12 16:33:34,141 - INFO - [Train] step: 19399, loss_adv_disc: -1.172217
+2023-02-12 16:33:34,350 - INFO - [Train] step: 19399, loss_mpn: 0.031772, loss_rec: 0.026156, loss_semantic: 0.393020, loss_idmrf: 1.249870, loss_adv_gen: -119.829636
+2023-02-12 16:34:03,654 - INFO - [Train] step: 19499, loss_adv_disc: -1.592698
+2023-02-12 16:34:03,864 - INFO - [Train] step: 19499, loss_mpn: 0.008814, loss_rec: 0.021568, loss_semantic: 0.314776, loss_idmrf: 1.079767, loss_adv_gen: -189.912231
+2023-02-12 16:34:33,164 - INFO - [Train] step: 19599, loss_adv_disc: -2.335361
+2023-02-12 16:34:33,373 - INFO - [Train] step: 19599, loss_mpn: 0.015828, loss_rec: 0.028755, loss_semantic: 0.400870, loss_idmrf: 0.821946, loss_adv_gen: -116.378441
+2023-02-12 16:35:02,679 - INFO - [Train] step: 19699, loss_adv_disc: -3.652874
+2023-02-12 16:35:02,889 - INFO - [Train] step: 19699, loss_mpn: 0.013268, loss_rec: 0.028320, loss_semantic: 0.378278, loss_idmrf: 1.227645, loss_adv_gen: -189.740234
+2023-02-12 16:35:32,194 - INFO - [Train] step: 19799, loss_adv_disc: -3.464795
+2023-02-12 16:35:32,403 - INFO - [Train] step: 19799, loss_mpn: 0.019603, loss_rec: 0.027852, loss_semantic: 0.389158, loss_idmrf: 1.068079, loss_adv_gen: -110.916656
+2023-02-12 16:36:01,720 - INFO - [Train] step: 19899, loss_adv_disc: -1.928282
+2023-02-12 16:36:01,931 - INFO - [Train] step: 19899, loss_mpn: 0.012590, loss_rec: 0.024261, loss_semantic: 0.363997, loss_idmrf: 0.816192, loss_adv_gen: -141.078857
+2023-02-12 16:36:31,241 - INFO - [Train] step: 19999, loss_adv_disc: -2.433385
+2023-02-12 16:36:31,451 - INFO - [Train] step: 19999, loss_mpn: 0.020244, loss_rec: 0.027704, loss_semantic: 0.405578, loss_idmrf: 1.701902, loss_adv_gen: -145.730759
+2023-02-12 16:37:08,618 - INFO - [Eval] step: 19999, bce: 0.209174, psnr: 28.818005, ssim: 0.956007
+2023-02-12 16:37:39,295 - INFO - [Train] step: 20099, loss_adv_disc: -1.841959
+2023-02-12 16:37:39,504 - INFO - [Train] step: 20099, loss_mpn: 0.013280, loss_rec: 0.023714, loss_semantic: 0.338448, loss_idmrf: 0.850038, loss_adv_gen: -134.805756
+2023-02-12 16:38:08,805 - INFO - [Train] step: 20199, loss_adv_disc: 1.855919
+2023-02-12 16:38:09,014 - INFO - [Train] step: 20199, loss_mpn: 0.026404, loss_rec: 0.031911, loss_semantic: 0.355084, loss_idmrf: 1.424328, loss_adv_gen: -146.292511
+2023-02-12 16:38:38,323 - INFO - [Train] step: 20299, loss_adv_disc: -2.067120
+2023-02-12 16:38:38,534 - INFO - [Train] step: 20299, loss_mpn: 0.019413, loss_rec: 0.023018, loss_semantic: 0.353827, loss_idmrf: 1.648720, loss_adv_gen: -185.932465
+2023-02-12 16:39:07,843 - INFO - [Train] step: 20399, loss_adv_disc: -0.934464
+2023-02-12 16:39:08,053 - INFO - [Train] step: 20399, loss_mpn: 0.006587, loss_rec: 0.017788, loss_semantic: 0.290594, loss_idmrf: 0.537718, loss_adv_gen: -150.597672
+2023-02-12 16:39:37,357 - INFO - [Train] step: 20499, loss_adv_disc: -1.260324
+2023-02-12 16:39:37,567 - INFO - [Train] step: 20499, loss_mpn: 0.016781, loss_rec: 0.030744, loss_semantic: 0.392980, loss_idmrf: 1.363693, loss_adv_gen: -115.129227
+2023-02-12 16:40:06,877 - INFO - [Train] step: 20599, loss_adv_disc: -2.582953
+2023-02-12 16:40:07,086 - INFO - [Train] step: 20599, loss_mpn: 0.024953, loss_rec: 0.027939, loss_semantic: 0.394067, loss_idmrf: 0.777221, loss_adv_gen: -77.646194
+2023-02-12 16:40:36,383 - INFO - [Train] step: 20699, loss_adv_disc: -3.089488
+2023-02-12 16:40:36,593 - INFO - [Train] step: 20699, loss_mpn: 0.029470, loss_rec: 0.025282, loss_semantic: 0.334554, loss_idmrf: 1.474221, loss_adv_gen: -127.277504
+2023-02-12 16:41:05,889 - INFO - [Train] step: 20799, loss_adv_disc: -0.876586
+2023-02-12 16:41:06,098 - INFO - [Train] step: 20799, loss_mpn: 0.009639, loss_rec: 0.017377, loss_semantic: 0.285358, loss_idmrf: 0.991840, loss_adv_gen: -159.339050
+2023-02-12 16:41:35,407 - INFO - [Train] step: 20899, loss_adv_disc: -1.457209
+2023-02-12 16:41:35,616 - INFO - [Train] step: 20899, loss_mpn: 0.008650, loss_rec: 0.017830, loss_semantic: 0.283788, loss_idmrf: 0.417758, loss_adv_gen: -157.442688
+2023-02-12 16:42:04,910 - INFO - [Train] step: 20999, loss_adv_disc: -1.419061
+2023-02-12 16:42:05,120 - INFO - [Train] step: 20999, loss_mpn: 0.012357, loss_rec: 0.018674, loss_semantic: 0.279355, loss_idmrf: 0.810399, loss_adv_gen: -120.525650
+2023-02-12 16:42:42,298 - INFO - [Eval] step: 20999, bce: 0.252244, psnr: 28.920322, ssim: 0.956192
+2023-02-12 16:43:12,884 - INFO - [Train] step: 21099, loss_adv_disc: -3.656307
+2023-02-12 16:43:13,093 - INFO - [Train] step: 21099, loss_mpn: 0.036810, loss_rec: 0.028897, loss_semantic: 0.422848, loss_idmrf: 1.096376, loss_adv_gen: -134.792084
+2023-02-12 16:43:42,399 - INFO - [Train] step: 21199, loss_adv_disc: -1.268478
+2023-02-12 16:43:42,608 - INFO - [Train] step: 21199, loss_mpn: 0.011635, loss_rec: 0.021036, loss_semantic: 0.336162, loss_idmrf: 1.261765, loss_adv_gen: -150.898529
+2023-02-12 16:44:11,927 - INFO - [Train] step: 21299, loss_adv_disc: -2.235332
+2023-02-12 16:44:12,137 - INFO - [Train] step: 21299, loss_mpn: 0.016775, loss_rec: 0.025687, loss_semantic: 0.365133, loss_idmrf: 0.836298, loss_adv_gen: -120.975540
+2023-02-12 16:44:41,436 - INFO - [Train] step: 21399, loss_adv_disc: -1.310328
+2023-02-12 16:44:41,645 - INFO - [Train] step: 21399, loss_mpn: 0.015091, loss_rec: 0.018726, loss_semantic: 0.313983, loss_idmrf: 1.089233, loss_adv_gen: -122.337807
+2023-02-12 16:45:10,949 - INFO - [Train] step: 21499, loss_adv_disc: -1.005040
+2023-02-12 16:45:11,160 - INFO - [Train] step: 21499, loss_mpn: 0.006984, loss_rec: 0.018068, loss_semantic: 0.275090, loss_idmrf: 1.075845, loss_adv_gen: -125.419098
+2023-02-12 16:45:40,463 - INFO - [Train] step: 21599, loss_adv_disc: -3.571425
+2023-02-12 16:45:40,674 - INFO - [Train] step: 21599, loss_mpn: 0.037772, loss_rec: 0.044806, loss_semantic: 0.504730, loss_idmrf: 2.309431, loss_adv_gen: -139.435516
+2023-02-12 16:46:09,968 - INFO - [Train] step: 21699, loss_adv_disc: -2.916445
+2023-02-12 16:46:10,177 - INFO - [Train] step: 21699, loss_mpn: 0.013587, loss_rec: 0.024536, loss_semantic: 0.374580, loss_idmrf: 0.640778, loss_adv_gen: -175.977646
+2023-02-12 16:46:39,484 - INFO - [Train] step: 21799, loss_adv_disc: -2.589717
+2023-02-12 16:46:39,694 - INFO - [Train] step: 21799, loss_mpn: 0.020012, loss_rec: 0.031750, loss_semantic: 0.408765, loss_idmrf: 1.518515, loss_adv_gen: -157.491180
+2023-02-12 16:47:09,001 - INFO - [Train] step: 21899, loss_adv_disc: -1.635605
+2023-02-12 16:47:09,210 - INFO - [Train] step: 21899, loss_mpn: 0.015952, loss_rec: 0.027732, loss_semantic: 0.386680, loss_idmrf: 1.042697, loss_adv_gen: -186.985092
+2023-02-12 16:47:38,497 - INFO - [Train] step: 21999, loss_adv_disc: -8.392606
+2023-02-12 16:47:38,706 - INFO - [Train] step: 21999, loss_mpn: 0.107939, loss_rec: 0.044124, loss_semantic: 0.426951, loss_idmrf: 1.802685, loss_adv_gen: -192.524048
+2023-02-12 16:48:15,882 - INFO - [Eval] step: 21999, bce: 0.284210, psnr: 28.904793, ssim: 0.955964
+2023-02-12 16:48:46,222 - INFO - [Train] step: 22099, loss_adv_disc: -1.746154
+2023-02-12 16:48:46,432 - INFO - [Train] step: 22099, loss_mpn: 0.019285, loss_rec: 0.036723, loss_semantic: 0.427170, loss_idmrf: 1.650035, loss_adv_gen: -164.901230
+2023-02-12 16:49:15,747 - INFO - [Train] step: 22199, loss_adv_disc: -1.306040
+2023-02-12 16:49:15,956 - INFO - [Train] step: 22199, loss_mpn: 0.025310, loss_rec: 0.022228, loss_semantic: 0.356517, loss_idmrf: 1.232680, loss_adv_gen: -159.752747
+2023-02-12 16:49:45,259 - INFO - [Train] step: 22299, loss_adv_disc: -2.872841
+2023-02-12 16:49:45,467 - INFO - [Train] step: 22299, loss_mpn: 0.010491, loss_rec: 0.028485, loss_semantic: 0.366613, loss_idmrf: 1.538266, loss_adv_gen: -118.306511
+2023-02-12 16:50:14,769 - INFO - [Train] step: 22399, loss_adv_disc: -1.093340
+2023-02-12 16:50:14,979 - INFO - [Train] step: 22399, loss_mpn: 0.014559, loss_rec: 0.027062, loss_semantic: 0.412688, loss_idmrf: 1.395007, loss_adv_gen: -133.619751
+2023-02-12 16:50:44,277 - INFO - [Train] step: 22499, loss_adv_disc: -2.594123
+2023-02-12 16:50:44,486 - INFO - [Train] step: 22499, loss_mpn: 0.013136, loss_rec: 0.034545, loss_semantic: 0.410396, loss_idmrf: 1.819280, loss_adv_gen: -176.939453
+2023-02-12 16:51:13,787 - INFO - [Train] step: 22599, loss_adv_disc: -0.594784
+2023-02-12 16:51:13,996 - INFO - [Train] step: 22599, loss_mpn: 0.014466, loss_rec: 0.016839, loss_semantic: 0.266022, loss_idmrf: 1.078344, loss_adv_gen: -150.209732
+2023-02-12 16:51:43,297 - INFO - [Train] step: 22699, loss_adv_disc: -1.318361
+2023-02-12 16:51:43,506 - INFO - [Train] step: 22699, loss_mpn: 0.010150, loss_rec: 0.020194, loss_semantic: 0.302510, loss_idmrf: 1.550588, loss_adv_gen: -143.478241
+2023-02-12 16:52:12,797 - INFO - [Train] step: 22799, loss_adv_disc: -0.774170
+2023-02-12 16:52:13,007 - INFO - [Train] step: 22799, loss_mpn: 0.007393, loss_rec: 0.013815, loss_semantic: 0.271783, loss_idmrf: 0.527916, loss_adv_gen: -135.298737
+2023-02-12 16:52:42,315 - INFO - [Train] step: 22899, loss_adv_disc: -1.783115
+2023-02-12 16:52:42,526 - INFO - [Train] step: 22899, loss_mpn: 0.016110, loss_rec: 0.019332, loss_semantic: 0.317586, loss_idmrf: 0.727104, loss_adv_gen: -146.352356
+2023-02-12 16:53:11,839 - INFO - [Train] step: 22999, loss_adv_disc: -2.031198
+2023-02-12 16:53:12,049 - INFO - [Train] step: 22999, loss_mpn: 0.006879, loss_rec: 0.022278, loss_semantic: 0.279931, loss_idmrf: 0.680530, loss_adv_gen: -140.565704
+2023-02-12 16:53:49,269 - INFO - [Eval] step: 22999, bce: 0.233620, psnr: 28.940762, ssim: 0.956207
+2023-02-12 16:54:19,812 - INFO - [Train] step: 23099, loss_adv_disc: -1.811294
+2023-02-12 16:54:20,023 - INFO - [Train] step: 23099, loss_mpn: 0.022722, loss_rec: 0.032051, loss_semantic: 0.389429, loss_idmrf: 1.227663, loss_adv_gen: -113.256638
+2023-02-12 16:54:49,328 - INFO - [Train] step: 23199, loss_adv_disc: -1.308440
+2023-02-12 16:54:49,537 - INFO - [Train] step: 23199, loss_mpn: 0.011498, loss_rec: 0.019091, loss_semantic: 0.329096, loss_idmrf: 0.807683, loss_adv_gen: -167.257248
+2023-02-12 16:55:18,840 - INFO - [Train] step: 23299, loss_adv_disc: -3.865481
+2023-02-12 16:55:19,049 - INFO - [Train] step: 23299, loss_mpn: 0.021598, loss_rec: 0.025840, loss_semantic: 0.344968, loss_idmrf: 1.217728, loss_adv_gen: -150.691925
+2023-02-12 16:55:48,345 - INFO - [Train] step: 23399, loss_adv_disc: -2.390714
+2023-02-12 16:55:48,554 - INFO - [Train] step: 23399, loss_mpn: 0.018954, loss_rec: 0.026836, loss_semantic: 0.372773, loss_idmrf: 1.250325, loss_adv_gen: -141.416229
+2023-02-12 16:56:17,853 - INFO - [Train] step: 23499, loss_adv_disc: -3.273348
+2023-02-12 16:56:18,063 - INFO - [Train] step: 23499, loss_mpn: 0.018282, loss_rec: 0.028839, loss_semantic: 0.362737, loss_idmrf: 1.505737, loss_adv_gen: -162.818954
+2023-02-12 16:56:47,366 - INFO - [Train] step: 23599, loss_adv_disc: -2.462272
+2023-02-12 16:56:47,575 - INFO - [Train] step: 23599, loss_mpn: 0.024494, loss_rec: 0.026901, loss_semantic: 0.354137, loss_idmrf: 1.104522, loss_adv_gen: -141.302185
+2023-02-12 16:57:16,873 - INFO - [Train] step: 23699, loss_adv_disc: -0.763700
+2023-02-12 16:57:17,082 - INFO - [Train] step: 23699, loss_mpn: 0.015099, loss_rec: 0.020825, loss_semantic: 0.319443, loss_idmrf: 0.718052, loss_adv_gen: -161.518600
+2023-02-12 16:57:46,376 - INFO - [Train] step: 23799, loss_adv_disc: -2.089024
+2023-02-12 16:57:46,584 - INFO - [Train] step: 23799, loss_mpn: 0.017112, loss_rec: 0.028866, loss_semantic: 0.389991, loss_idmrf: 1.943102, loss_adv_gen: -167.856949
+2023-02-12 16:58:15,885 - INFO - [Train] step: 23899, loss_adv_disc: -2.228132
+2023-02-12 16:58:16,093 - INFO - [Train] step: 23899, loss_mpn: 0.013112, loss_rec: 0.023315, loss_semantic: 0.341805, loss_idmrf: 0.952730, loss_adv_gen: -161.645691
+2023-02-12 16:58:45,399 - INFO - [Train] step: 23999, loss_adv_disc: -2.955951
+2023-02-12 16:58:45,608 - INFO - [Train] step: 23999, loss_mpn: 0.023215, loss_rec: 0.024262, loss_semantic: 0.338789, loss_idmrf: 0.893917, loss_adv_gen: -151.165527
+2023-02-12 16:59:22,806 - INFO - [Eval] step: 23999, bce: 0.227693, psnr: 28.873348, ssim: 0.956545
+2023-02-12 16:59:53,146 - INFO - [Train] step: 24099, loss_adv_disc: 0.729901
+2023-02-12 16:59:53,355 - INFO - [Train] step: 24099, loss_mpn: 0.011586, loss_rec: 0.028419, loss_semantic: 0.348516, loss_idmrf: 0.913226, loss_adv_gen: -73.398590
+2023-02-12 17:00:22,863 - INFO - [Train] step: 24199, loss_adv_disc: -1.865173
+2023-02-12 17:00:23,072 - INFO - [Train] step: 24199, loss_mpn: 0.005211, loss_rec: 0.016962, loss_semantic: 0.275092, loss_idmrf: 0.944809, loss_adv_gen: -170.304947
+2023-02-12 17:00:52,390 - INFO - [Train] step: 24299, loss_adv_disc: -2.595350
+2023-02-12 17:00:52,599 - INFO - [Train] step: 24299, loss_mpn: 0.017710, loss_rec: 0.027222, loss_semantic: 0.361134, loss_idmrf: 1.021314, loss_adv_gen: -127.347702
+2023-02-12 17:01:21,901 - INFO - [Train] step: 24399, loss_adv_disc: -1.910214
+2023-02-12 17:01:22,110 - INFO - [Train] step: 24399, loss_mpn: 0.005701, loss_rec: 0.019258, loss_semantic: 0.314592, loss_idmrf: 0.992199, loss_adv_gen: -133.050537
+2023-02-12 17:01:51,440 - INFO - [Train] step: 24499, loss_adv_disc: -1.782067
+2023-02-12 17:01:51,649 - INFO - [Train] step: 24499, loss_mpn: 0.014929, loss_rec: 0.026913, loss_semantic: 0.362223, loss_idmrf: 2.032750, loss_adv_gen: -174.313446
+2023-02-12 17:02:20,949 - INFO - [Train] step: 24599, loss_adv_disc: -2.633541
+2023-02-12 17:02:21,158 - INFO - [Train] step: 24599, loss_mpn: 0.016451, loss_rec: 0.029286, loss_semantic: 0.428398, loss_idmrf: 1.132536, loss_adv_gen: -180.112793
+2023-02-12 17:02:50,472 - INFO - [Train] step: 24699, loss_adv_disc: -1.979819
+2023-02-12 17:02:50,681 - INFO - [Train] step: 24699, loss_mpn: 0.015001, loss_rec: 0.025143, loss_semantic: 0.349735, loss_idmrf: 1.616082, loss_adv_gen: -172.063812
+2023-02-12 17:03:20,001 - INFO - [Train] step: 24799, loss_adv_disc: -2.323519
+2023-02-12 17:03:20,210 - INFO - [Train] step: 24799, loss_mpn: 0.014403, loss_rec: 0.024294, loss_semantic: 0.321397, loss_idmrf: 1.131323, loss_adv_gen: -120.714363
+2023-02-12 17:03:49,517 - INFO - [Train] step: 24899, loss_adv_disc: -1.233411
+2023-02-12 17:03:49,727 - INFO - [Train] step: 24899, loss_mpn: 0.024732, loss_rec: 0.041411, loss_semantic: 0.437810, loss_idmrf: 2.088786, loss_adv_gen: -137.012451
+2023-02-12 17:04:19,026 - INFO - [Train] step: 24999, loss_adv_disc: -2.287255
+2023-02-12 17:04:19,235 - INFO - [Train] step: 24999, loss_mpn: 0.012211, loss_rec: 0.016496, loss_semantic: 0.273215, loss_idmrf: 0.798228, loss_adv_gen: -187.349533
+2023-02-12 17:04:56,407 - INFO - [Eval] step: 24999, bce: 0.217434, psnr: 28.747816, ssim: 0.956415
+2023-02-12 17:05:26,876 - INFO - [Train] step: 25099, loss_adv_disc: -1.498417
+2023-02-12 17:05:27,084 - INFO - [Train] step: 25099, loss_mpn: 0.008912, loss_rec: 0.024698, loss_semantic: 0.377229, loss_idmrf: 1.032481, loss_adv_gen: -147.471710
+2023-02-12 17:05:56,391 - INFO - [Train] step: 25199, loss_adv_disc: -2.891723
+2023-02-12 17:05:56,601 - INFO - [Train] step: 25199, loss_mpn: 0.016737, loss_rec: 0.028748, loss_semantic: 0.384448, loss_idmrf: 1.425442, loss_adv_gen: -110.839966
+2023-02-12 17:06:25,909 - INFO - [Train] step: 25299, loss_adv_disc: -0.386247
+2023-02-12 17:06:26,119 - INFO - [Train] step: 25299, loss_mpn: 0.008405, loss_rec: 0.023324, loss_semantic: 0.325677, loss_idmrf: 1.598768, loss_adv_gen: -164.717896
+2023-02-12 17:06:55,427 - INFO - [Train] step: 25399, loss_adv_disc: -2.591228
+2023-02-12 17:06:55,636 - INFO - [Train] step: 25399, loss_mpn: 0.020380, loss_rec: 0.028707, loss_semantic: 0.367617, loss_idmrf: 1.145007, loss_adv_gen: -150.130249
+2023-02-12 17:07:24,943 - INFO - [Train] step: 25499, loss_adv_disc: -2.601324
+2023-02-12 17:07:25,153 - INFO - [Train] step: 25499, loss_mpn: 0.016160, loss_rec: 0.028725, loss_semantic: 0.408707, loss_idmrf: 1.307903, loss_adv_gen: -150.284836
+2023-02-12 17:07:54,461 - INFO - [Train] step: 25599, loss_adv_disc: -3.960473
+2023-02-12 17:07:54,670 - INFO - [Train] step: 25599, loss_mpn: 0.042515, loss_rec: 0.038495, loss_semantic: 0.474609, loss_idmrf: 2.141218, loss_adv_gen: -146.856583
+2023-02-12 17:08:23,980 - INFO - [Train] step: 25699, loss_adv_disc: -1.731003
+2023-02-12 17:08:24,190 - INFO - [Train] step: 25699, loss_mpn: 0.015890, loss_rec: 0.027864, loss_semantic: 0.372621, loss_idmrf: 1.385496, loss_adv_gen: -167.668106
+2023-02-12 17:08:53,496 - INFO - [Train] step: 25799, loss_adv_disc: -3.080600
+2023-02-12 17:08:53,707 - INFO - [Train] step: 25799, loss_mpn: 0.011337, loss_rec: 0.024306, loss_semantic: 0.335416, loss_idmrf: 0.799093, loss_adv_gen: -145.205933
+2023-02-12 17:09:23,015 - INFO - [Train] step: 25899, loss_adv_disc: -3.237796
+2023-02-12 17:09:23,224 - INFO - [Train] step: 25899, loss_mpn: 0.022188, loss_rec: 0.026139, loss_semantic: 0.354102, loss_idmrf: 1.123192, loss_adv_gen: -202.245911
+2023-02-12 17:09:52,552 - INFO - [Train] step: 25999, loss_adv_disc: -1.719940
+2023-02-12 17:09:52,760 - INFO - [Train] step: 25999, loss_mpn: 0.013568, loss_rec: 0.021621, loss_semantic: 0.338723, loss_idmrf: 0.946962, loss_adv_gen: -166.338562
+2023-02-12 17:10:29,917 - INFO - [Eval] step: 25999, bce: 0.217176, psnr: 28.862385, ssim: 0.956445
+2023-02-12 17:11:00,280 - INFO - [Train] step: 26099, loss_adv_disc: -2.482706
+2023-02-12 17:11:00,489 - INFO - [Train] step: 26099, loss_mpn: 0.011296, loss_rec: 0.023331, loss_semantic: 0.338147, loss_idmrf: 1.110683, loss_adv_gen: -163.306931
+2023-02-12 17:11:29,795 - INFO - [Train] step: 26199, loss_adv_disc: -0.978846
+2023-02-12 17:11:30,004 - INFO - [Train] step: 26199, loss_mpn: 0.008555, loss_rec: 0.015771, loss_semantic: 0.300213, loss_idmrf: 0.859133, loss_adv_gen: -133.072189
+2023-02-12 17:11:59,315 - INFO - [Train] step: 26299, loss_adv_disc: -2.406770
+2023-02-12 17:11:59,525 - INFO - [Train] step: 26299, loss_mpn: 0.039417, loss_rec: 0.023581, loss_semantic: 0.308855, loss_idmrf: 0.960897, loss_adv_gen: -176.477188
+2023-02-12 17:12:28,826 - INFO - [Train] step: 26399, loss_adv_disc: -2.433149
+2023-02-12 17:12:29,036 - INFO - [Train] step: 26399, loss_mpn: 0.007664, loss_rec: 0.025552, loss_semantic: 0.329118, loss_idmrf: 1.333155, loss_adv_gen: -160.530304
+2023-02-12 17:12:58,351 - INFO - [Train] step: 26499, loss_adv_disc: -1.197546
+2023-02-12 17:12:58,559 - INFO - [Train] step: 26499, loss_mpn: 0.020631, loss_rec: 0.025007, loss_semantic: 0.386383, loss_idmrf: 1.628488, loss_adv_gen: -188.927597
+2023-02-12 17:13:27,861 - INFO - [Train] step: 26599, loss_adv_disc: -5.886103
+2023-02-12 17:13:28,072 - INFO - [Train] step: 26599, loss_mpn: 0.026936, loss_rec: 0.045931, loss_semantic: 0.476970, loss_idmrf: 1.890998, loss_adv_gen: -153.358917
+2023-02-12 17:13:57,376 - INFO - [Train] step: 26699, loss_adv_disc: -1.288116
+2023-02-12 17:13:57,585 - INFO - [Train] step: 26699, loss_mpn: 0.020642, loss_rec: 0.025228, loss_semantic: 0.360734, loss_idmrf: 1.322896, loss_adv_gen: -154.646317
+2023-02-12 17:14:26,886 - INFO - [Train] step: 26799, loss_adv_disc: -3.372795
+2023-02-12 17:14:27,095 - INFO - [Train] step: 26799, loss_mpn: 0.034300, loss_rec: 0.028037, loss_semantic: 0.404747, loss_idmrf: 1.278778, loss_adv_gen: -156.918350
+2023-02-12 17:14:56,417 - INFO - [Train] step: 26899, loss_adv_disc: -1.826304
+2023-02-12 17:14:56,626 - INFO - [Train] step: 26899, loss_mpn: 0.021970, loss_rec: 0.030406, loss_semantic: 0.371994, loss_idmrf: 1.689493, loss_adv_gen: -144.927139
+2023-02-12 17:15:25,923 - INFO - [Train] step: 26999, loss_adv_disc: -2.447597
+2023-02-12 17:15:26,132 - INFO - [Train] step: 26999, loss_mpn: 0.018844, loss_rec: 0.027386, loss_semantic: 0.355592, loss_idmrf: 0.811143, loss_adv_gen: -177.419571
+2023-02-12 17:16:03,343 - INFO - [Eval] step: 26999, bce: 0.235807, psnr: 28.637211, ssim: 0.956397
+2023-02-12 17:16:33,707 - INFO - [Train] step: 27099, loss_adv_disc: -1.882026
+2023-02-12 17:16:33,917 - INFO - [Train] step: 27099, loss_mpn: 0.023662, loss_rec: 0.042340, loss_semantic: 0.459490, loss_idmrf: 1.902304, loss_adv_gen: -148.617722
+2023-02-12 17:17:03,231 - INFO - [Train] step: 27199, loss_adv_disc: 0.313122
+2023-02-12 17:17:03,441 - INFO - [Train] step: 27199, loss_mpn: 0.018258, loss_rec: 0.022931, loss_semantic: 0.334520, loss_idmrf: 2.197278, loss_adv_gen: -167.865952
+2023-02-12 17:17:32,753 - INFO - [Train] step: 27299, loss_adv_disc: -3.068515
+2023-02-12 17:17:32,964 - INFO - [Train] step: 27299, loss_mpn: 0.011543, loss_rec: 0.027794, loss_semantic: 0.316708, loss_idmrf: 2.313043, loss_adv_gen: -170.539856
+2023-02-12 17:18:02,275 - INFO - [Train] step: 27399, loss_adv_disc: -1.599291
+2023-02-12 17:18:02,484 - INFO - [Train] step: 27399, loss_mpn: 0.016099, loss_rec: 0.025766, loss_semantic: 0.386845, loss_idmrf: 1.257993, loss_adv_gen: -175.805573
+2023-02-12 17:18:31,789 - INFO - [Train] step: 27499, loss_adv_disc: -2.258552
+2023-02-12 17:18:31,998 - INFO - [Train] step: 27499, loss_mpn: 0.007269, loss_rec: 0.021754, loss_semantic: 0.314972, loss_idmrf: 0.773397, loss_adv_gen: -148.134369
+2023-02-12 17:19:01,311 - INFO - [Train] step: 27599, loss_adv_disc: -3.566375
+2023-02-12 17:19:01,520 - INFO - [Train] step: 27599, loss_mpn: 0.022415, loss_rec: 0.032542, loss_semantic: 0.447897, loss_idmrf: 1.548123, loss_adv_gen: -141.587982
+2023-02-12 17:19:30,832 - INFO - [Train] step: 27699, loss_adv_disc: -2.320062
+2023-02-12 17:19:31,041 - INFO - [Train] step: 27699, loss_mpn: 0.013773, loss_rec: 0.026881, loss_semantic: 0.395102, loss_idmrf: 1.057364, loss_adv_gen: -169.374649
+2023-02-12 17:20:00,348 - INFO - [Train] step: 27799, loss_adv_disc: -1.803896
+2023-02-12 17:20:00,557 - INFO - [Train] step: 27799, loss_mpn: 0.008567, loss_rec: 0.023302, loss_semantic: 0.317890, loss_idmrf: 1.018495, loss_adv_gen: -194.033859
+2023-02-12 17:20:29,867 - INFO - [Train] step: 27899, loss_adv_disc: -0.175231
+2023-02-12 17:20:30,076 - INFO - [Train] step: 27899, loss_mpn: 0.018249, loss_rec: 0.031407, loss_semantic: 0.447779, loss_idmrf: 1.503504, loss_adv_gen: -144.521729
+2023-02-12 17:20:59,379 - INFO - [Train] step: 27999, loss_adv_disc: -1.153788
+2023-02-12 17:20:59,588 - INFO - [Train] step: 27999, loss_mpn: 0.018410, loss_rec: 0.029667, loss_semantic: 0.356129, loss_idmrf: 1.001561, loss_adv_gen: -149.088348
+2023-02-12 17:21:36,769 - INFO - [Eval] step: 27999, bce: 0.245350, psnr: 28.910185, ssim: 0.956662
+2023-02-12 17:22:07,114 - INFO - [Train] step: 28099, loss_adv_disc: -2.552972
+2023-02-12 17:22:07,323 - INFO - [Train] step: 28099, loss_mpn: 0.032058, loss_rec: 0.027175, loss_semantic: 0.427047, loss_idmrf: 1.808927, loss_adv_gen: -197.024048
+2023-02-12 17:22:36,642 - INFO - [Train] step: 28199, loss_adv_disc: -2.774353
+2023-02-12 17:22:36,851 - INFO - [Train] step: 28199, loss_mpn: 0.015617, loss_rec: 0.023739, loss_semantic: 0.370789, loss_idmrf: 1.317662, loss_adv_gen: -158.977325
+2023-02-12 17:23:06,150 - INFO - [Train] step: 28299, loss_adv_disc: -3.636169
+2023-02-12 17:23:06,359 - INFO - [Train] step: 28299, loss_mpn: 0.078334, loss_rec: 0.024055, loss_semantic: 0.319711, loss_idmrf: 2.335714, loss_adv_gen: -113.333748
+2023-02-12 17:23:35,670 - INFO - [Train] step: 28399, loss_adv_disc: -1.829424
+2023-02-12 17:23:35,879 - INFO - [Train] step: 28399, loss_mpn: 0.012427, loss_rec: 0.022979, loss_semantic: 0.341002, loss_idmrf: 2.427568, loss_adv_gen: -196.448471
+2023-02-12 17:24:05,197 - INFO - [Train] step: 28499, loss_adv_disc: -1.946328
+2023-02-12 17:24:05,406 - INFO - [Train] step: 28499, loss_mpn: 0.003964, loss_rec: 0.021108, loss_semantic: 0.305945, loss_idmrf: 0.565797, loss_adv_gen: -209.550598
+2023-02-12 17:24:34,717 - INFO - [Train] step: 28599, loss_adv_disc: -2.240687
+2023-02-12 17:24:34,928 - INFO - [Train] step: 28599, loss_mpn: 0.010957, loss_rec: 0.023754, loss_semantic: 0.336603, loss_idmrf: 0.863460, loss_adv_gen: -123.758453
+2023-02-12 17:25:04,235 - INFO - [Train] step: 28699, loss_adv_disc: -3.230961
+2023-02-12 17:25:04,445 - INFO - [Train] step: 28699, loss_mpn: 0.021533, loss_rec: 0.029686, loss_semantic: 0.391708, loss_idmrf: 1.315190, loss_adv_gen: -146.300156
+2023-02-12 17:25:33,768 - INFO - [Train] step: 28799, loss_adv_disc: -2.195852
+2023-02-12 17:25:33,977 - INFO - [Train] step: 28799, loss_mpn: 0.007490, loss_rec: 0.018340, loss_semantic: 0.257990, loss_idmrf: 0.833679, loss_adv_gen: -166.157791
+2023-02-12 17:26:03,279 - INFO - [Train] step: 28899, loss_adv_disc: -0.680066
+2023-02-12 17:26:03,488 - INFO - [Train] step: 28899, loss_mpn: 0.012889, loss_rec: 0.021147, loss_semantic: 0.326759, loss_idmrf: 1.329344, loss_adv_gen: -174.175812
+2023-02-12 17:26:32,794 - INFO - [Train] step: 28999, loss_adv_disc: -1.741491
+2023-02-12 17:26:33,003 - INFO - [Train] step: 28999, loss_mpn: 0.011110, loss_rec: 0.023960, loss_semantic: 0.379533, loss_idmrf: 0.734622, loss_adv_gen: -172.853516
+2023-02-12 17:27:10,183 - INFO - [Eval] step: 28999, bce: 0.326479, psnr: 29.054596, ssim: 0.956231
+2023-02-12 17:27:40,815 - INFO - [Train] step: 29099, loss_adv_disc: -2.452001
+2023-02-12 17:27:41,024 - INFO - [Train] step: 29099, loss_mpn: 0.008640, loss_rec: 0.021803, loss_semantic: 0.286660, loss_idmrf: 0.494146, loss_adv_gen: -167.526169
+2023-02-12 17:28:10,334 - INFO - [Train] step: 29199, loss_adv_disc: -2.613540
+2023-02-12 17:28:10,544 - INFO - [Train] step: 29199, loss_mpn: 0.010937, loss_rec: 0.023518, loss_semantic: 0.338009, loss_idmrf: 1.724309, loss_adv_gen: -155.009048
+2023-02-12 17:28:39,865 - INFO - [Train] step: 29299, loss_adv_disc: -2.793272
+2023-02-12 17:28:40,075 - INFO - [Train] step: 29299, loss_mpn: 0.017880, loss_rec: 0.023838, loss_semantic: 0.310715, loss_idmrf: 0.966292, loss_adv_gen: -93.657944
+2023-02-12 17:29:09,386 - INFO - [Train] step: 29399, loss_adv_disc: -3.374887
+2023-02-12 17:29:09,595 - INFO - [Train] step: 29399, loss_mpn: 0.005188, loss_rec: 0.030336, loss_semantic: 0.389112, loss_idmrf: 1.143252, loss_adv_gen: -150.846100
+2023-02-12 17:29:38,903 - INFO - [Train] step: 29499, loss_adv_disc: -1.504680
+2023-02-12 17:29:39,112 - INFO - [Train] step: 29499, loss_mpn: 0.008265, loss_rec: 0.021538, loss_semantic: 0.322539, loss_idmrf: 0.847658, loss_adv_gen: -152.164841
+2023-02-12 17:30:08,427 - INFO - [Train] step: 29599, loss_adv_disc: -1.419346
+2023-02-12 17:30:08,636 - INFO - [Train] step: 29599, loss_mpn: 0.005204, loss_rec: 0.015426, loss_semantic: 0.252596, loss_idmrf: 0.561830, loss_adv_gen: -174.995392
+2023-02-12 17:30:37,937 - INFO - [Train] step: 29699, loss_adv_disc: -1.781726
+2023-02-12 17:30:38,147 - INFO - [Train] step: 29699, loss_mpn: 0.007239, loss_rec: 0.019059, loss_semantic: 0.293832, loss_idmrf: 1.135729, loss_adv_gen: -149.783600
+2023-02-12 17:31:07,453 - INFO - [Train] step: 29799, loss_adv_disc: -1.680035
+2023-02-12 17:31:07,661 - INFO - [Train] step: 29799, loss_mpn: 0.010340, loss_rec: 0.023492, loss_semantic: 0.340636, loss_idmrf: 0.845601, loss_adv_gen: -165.822464
+2023-02-12 17:31:36,974 - INFO - [Train] step: 29899, loss_adv_disc: -0.897828
+2023-02-12 17:31:37,183 - INFO - [Train] step: 29899, loss_mpn: 0.012099, loss_rec: 0.019235, loss_semantic: 0.316152, loss_idmrf: 0.806648, loss_adv_gen: -159.392731
+2023-02-12 17:32:06,484 - INFO - [Train] step: 29999, loss_adv_disc: -2.476839
+2023-02-12 17:32:06,693 - INFO - [Train] step: 29999, loss_mpn: 0.007322, loss_rec: 0.021646, loss_semantic: 0.299142, loss_idmrf: 0.653534, loss_adv_gen: -143.732330
+2023-02-12 17:32:43,878 - INFO - [Eval] step: 29999, bce: 0.293404, psnr: 29.084879, ssim: 0.956233
+2023-02-12 17:33:14,553 - INFO - [Train] step: 30099, loss_adv_disc: -2.295209
+2023-02-12 17:33:14,762 - INFO - [Train] step: 30099, loss_mpn: 0.012230, loss_rec: 0.023526, loss_semantic: 0.338702, loss_idmrf: 0.758642, loss_adv_gen: -181.508331
+2023-02-12 17:33:44,073 - INFO - [Train] step: 30199, loss_adv_disc: -0.826948
+2023-02-12 17:33:44,284 - INFO - [Train] step: 30199, loss_mpn: 0.010710, loss_rec: 0.021615, loss_semantic: 0.373864, loss_idmrf: 1.576367, loss_adv_gen: -187.674469
+2023-02-12 17:34:13,606 - INFO - [Train] step: 30299, loss_adv_disc: -2.133293
+2023-02-12 17:34:13,815 - INFO - [Train] step: 30299, loss_mpn: 0.016979, loss_rec: 0.027435, loss_semantic: 0.385272, loss_idmrf: 1.185734, loss_adv_gen: -164.756134
+2023-02-12 17:34:43,115 - INFO - [Train] step: 30399, loss_adv_disc: -2.732825
+2023-02-12 17:34:43,324 - INFO - [Train] step: 30399, loss_mpn: 0.016938, loss_rec: 0.023776, loss_semantic: 0.372872, loss_idmrf: 0.756852, loss_adv_gen: -199.103821
+2023-02-12 17:35:12,630 - INFO - [Train] step: 30499, loss_adv_disc: -1.756166
+2023-02-12 17:35:12,840 - INFO - [Train] step: 30499, loss_mpn: 0.012822, loss_rec: 0.021439, loss_semantic: 0.336182, loss_idmrf: 1.944498, loss_adv_gen: -125.164902
+2023-02-12 17:35:42,155 - INFO - [Train] step: 30599, loss_adv_disc: -3.763085
+2023-02-12 17:35:42,364 - INFO - [Train] step: 30599, loss_mpn: 0.030022, loss_rec: 0.035324, loss_semantic: 0.348464, loss_idmrf: 0.999722, loss_adv_gen: -205.326401
+2023-02-12 17:36:11,668 - INFO - [Train] step: 30699, loss_adv_disc: -2.120890
+2023-02-12 17:36:11,878 - INFO - [Train] step: 30699, loss_mpn: 0.012736, loss_rec: 0.023642, loss_semantic: 0.339662, loss_idmrf: 1.113874, loss_adv_gen: -167.260910
+2023-02-12 17:36:41,185 - INFO - [Train] step: 30799, loss_adv_disc: -1.686772
+2023-02-12 17:36:41,395 - INFO - [Train] step: 30799, loss_mpn: 0.007747, loss_rec: 0.017307, loss_semantic: 0.288114, loss_idmrf: 1.101601, loss_adv_gen: -156.756332
+2023-02-12 17:37:10,708 - INFO - [Train] step: 30899, loss_adv_disc: -1.261269
+2023-02-12 17:37:10,917 - INFO - [Train] step: 30899, loss_mpn: 0.027333, loss_rec: 0.028359, loss_semantic: 0.366937, loss_idmrf: 1.513100, loss_adv_gen: -153.674728
+2023-02-12 17:37:40,232 - INFO - [Train] step: 30999, loss_adv_disc: -3.315798
+2023-02-12 17:37:40,440 - INFO - [Train] step: 30999, loss_mpn: 0.024642, loss_rec: 0.026408, loss_semantic: 0.354345, loss_idmrf: 1.203915, loss_adv_gen: -181.382324
+2023-02-12 17:38:17,636 - INFO - [Eval] step: 30999, bce: 0.303419, psnr: 28.905222, ssim: 0.955708
+2023-02-12 17:38:47,980 - INFO - [Train] step: 31099, loss_adv_disc: -0.007547
+2023-02-12 17:38:48,190 - INFO - [Train] step: 31099, loss_mpn: 0.019936, loss_rec: 0.016585, loss_semantic: 0.308037, loss_idmrf: 1.196816, loss_adv_gen: -165.474762
+2023-02-12 17:39:17,511 - INFO - [Train] step: 31199, loss_adv_disc: -3.100771
+2023-02-12 17:39:17,721 - INFO - [Train] step: 31199, loss_mpn: 0.047903, loss_rec: 0.033918, loss_semantic: 0.394242, loss_idmrf: 1.596047, loss_adv_gen: -174.689697
+2023-02-12 17:39:47,253 - INFO - [Train] step: 31299, loss_adv_disc: -2.970794
+2023-02-12 17:39:47,463 - INFO - [Train] step: 31299, loss_mpn: 0.010504, loss_rec: 0.019647, loss_semantic: 0.303357, loss_idmrf: 0.783023, loss_adv_gen: -180.590225
+2023-02-12 17:40:16,760 - INFO - [Train] step: 31399, loss_adv_disc: -6.078952
+2023-02-12 17:40:16,971 - INFO - [Train] step: 31399, loss_mpn: 0.038989, loss_rec: 0.050333, loss_semantic: 0.449593, loss_idmrf: 2.652514, loss_adv_gen: -125.236641
+2023-02-12 17:40:46,260 - INFO - [Train] step: 31499, loss_adv_disc: -1.884539
+2023-02-12 17:40:46,470 - INFO - [Train] step: 31499, loss_mpn: 0.010681, loss_rec: 0.023947, loss_semantic: 0.360296, loss_idmrf: 0.808058, loss_adv_gen: -170.917923
+2023-02-12 17:41:15,768 - INFO - [Train] step: 31599, loss_adv_disc: -2.956500
+2023-02-12 17:41:15,977 - INFO - [Train] step: 31599, loss_mpn: 0.030799, loss_rec: 0.023938, loss_semantic: 0.370240, loss_idmrf: 1.183903, loss_adv_gen: -164.906891
+2023-02-12 17:41:45,272 - INFO - [Train] step: 31699, loss_adv_disc: -3.153804
+2023-02-12 17:41:45,481 - INFO - [Train] step: 31699, loss_mpn: 0.021414, loss_rec: 0.019947, loss_semantic: 0.322531, loss_idmrf: 0.674489, loss_adv_gen: -93.386604
+2023-02-12 17:42:14,774 - INFO - [Train] step: 31799, loss_adv_disc: -1.710007
+2023-02-12 17:42:14,984 - INFO - [Train] step: 31799, loss_mpn: 0.036256, loss_rec: 0.028560, loss_semantic: 0.415102, loss_idmrf: 2.383774, loss_adv_gen: -175.761688
+2023-02-12 17:42:44,289 - INFO - [Train] step: 31899, loss_adv_disc: -3.047843
+2023-02-12 17:42:44,499 - INFO - [Train] step: 31899, loss_mpn: 0.027713, loss_rec: 0.026380, loss_semantic: 0.332514, loss_idmrf: 1.533957, loss_adv_gen: -149.624115
+2023-02-12 17:43:13,812 - INFO - [Train] step: 31999, loss_adv_disc: -1.858572
+2023-02-12 17:43:14,020 - INFO - [Train] step: 31999, loss_mpn: 0.010280, loss_rec: 0.020402, loss_semantic: 0.322862, loss_idmrf: 1.281962, loss_adv_gen: -147.178192
+2023-02-12 17:43:51,209 - INFO - [Eval] step: 31999, bce: 0.244124, psnr: 29.033735, ssim: 0.957002
+2023-02-12 17:44:21,556 - INFO - [Train] step: 32099, loss_adv_disc: -1.773243
+2023-02-12 17:44:21,766 - INFO - [Train] step: 32099, loss_mpn: 0.010236, loss_rec: 0.019495, loss_semantic: 0.324063, loss_idmrf: 0.927464, loss_adv_gen: -157.694138
+2023-02-12 17:44:51,072 - INFO - [Train] step: 32199, loss_adv_disc: -2.132874
+2023-02-12 17:44:51,281 - INFO - [Train] step: 32199, loss_mpn: 0.011885, loss_rec: 0.022537, loss_semantic: 0.375585, loss_idmrf: 0.882232, loss_adv_gen: -135.762253
+2023-02-12 17:45:20,593 - INFO - [Train] step: 32299, loss_adv_disc: -1.886452
+2023-02-12 17:45:20,803 - INFO - [Train] step: 32299, loss_mpn: 0.010089, loss_rec: 0.020109, loss_semantic: 0.370543, loss_idmrf: 1.304058, loss_adv_gen: -199.865463
+2023-02-12 17:45:50,102 - INFO - [Train] step: 32399, loss_adv_disc: -2.067355
+2023-02-12 17:45:50,314 - INFO - [Train] step: 32399, loss_mpn: 0.013049, loss_rec: 0.019836, loss_semantic: 0.319731, loss_idmrf: 0.880733, loss_adv_gen: -159.825104
+2023-02-12 17:46:19,619 - INFO - [Train] step: 32499, loss_adv_disc: -0.600443
+2023-02-12 17:46:19,828 - INFO - [Train] step: 32499, loss_mpn: 0.006746, loss_rec: 0.021167, loss_semantic: 0.321014, loss_idmrf: 0.948911, loss_adv_gen: -181.750092
+2023-02-12 17:46:49,139 - INFO - [Train] step: 32599, loss_adv_disc: -3.762564
+2023-02-12 17:46:49,348 - INFO - [Train] step: 32599, loss_mpn: 0.018765, loss_rec: 0.027648, loss_semantic: 0.382336, loss_idmrf: 1.474476, loss_adv_gen: -159.072769
+2023-02-12 17:47:18,650 - INFO - [Train] step: 32699, loss_adv_disc: -3.938961
+2023-02-12 17:47:18,858 - INFO - [Train] step: 32699, loss_mpn: 0.018220, loss_rec: 0.037988, loss_semantic: 0.426480, loss_idmrf: 1.077446, loss_adv_gen: -218.430145
+2023-02-12 17:47:48,167 - INFO - [Train] step: 32799, loss_adv_disc: -1.820462
+2023-02-12 17:47:48,376 - INFO - [Train] step: 32799, loss_mpn: 0.015794, loss_rec: 0.023826, loss_semantic: 0.344492, loss_idmrf: 1.018291, loss_adv_gen: -192.202225
+2023-02-12 17:48:17,682 - INFO - [Train] step: 32899, loss_adv_disc: -0.630190
+2023-02-12 17:48:17,892 - INFO - [Train] step: 32899, loss_mpn: 0.009499, loss_rec: 0.015845, loss_semantic: 0.258353, loss_idmrf: 0.815678, loss_adv_gen: -181.675018
+2023-02-12 17:48:47,199 - INFO - [Train] step: 32999, loss_adv_disc: -2.690881
+2023-02-12 17:48:47,408 - INFO - [Train] step: 32999, loss_mpn: 0.029729, loss_rec: 0.040808, loss_semantic: 0.434876, loss_idmrf: 1.766638, loss_adv_gen: -157.622253
+2023-02-12 17:49:24,574 - INFO - [Eval] step: 32999, bce: 0.236952, psnr: 29.123842, ssim: 0.957203
+2023-02-12 17:49:55,154 - INFO - [Train] step: 33099, loss_adv_disc: -2.034162
+2023-02-12 17:49:55,363 - INFO - [Train] step: 33099, loss_mpn: 0.008753, loss_rec: 0.019981, loss_semantic: 0.295725, loss_idmrf: 1.098127, loss_adv_gen: -152.226898
+2023-02-12 17:50:24,659 - INFO - [Train] step: 33199, loss_adv_disc: -1.958740
+2023-02-12 17:50:24,870 - INFO - [Train] step: 33199, loss_mpn: 0.011206, loss_rec: 0.016534, loss_semantic: 0.280637, loss_idmrf: 0.633732, loss_adv_gen: -159.003998
+2023-02-12 17:50:54,176 - INFO - [Train] step: 33299, loss_adv_disc: -1.830784
+2023-02-12 17:50:54,386 - INFO - [Train] step: 33299, loss_mpn: 0.010057, loss_rec: 0.023243, loss_semantic: 0.324185, loss_idmrf: 1.492048, loss_adv_gen: -154.222672
+2023-02-12 17:51:23,681 - INFO - [Train] step: 33399, loss_adv_disc: -1.288402
+2023-02-12 17:51:23,891 - INFO - [Train] step: 33399, loss_mpn: 0.014923, loss_rec: 0.023018, loss_semantic: 0.327985, loss_idmrf: 1.027667, loss_adv_gen: -159.042847
+2023-02-12 17:51:53,188 - INFO - [Train] step: 33499, loss_adv_disc: -6.701092
+2023-02-12 17:51:53,397 - INFO - [Train] step: 33499, loss_mpn: 0.019534, loss_rec: 0.044890, loss_semantic: 0.475802, loss_idmrf: 1.395057, loss_adv_gen: -158.572418
+2023-02-12 17:52:22,688 - INFO - [Train] step: 33599, loss_adv_disc: -1.702268
+2023-02-12 17:52:22,897 - INFO - [Train] step: 33599, loss_mpn: 0.015045, loss_rec: 0.017588, loss_semantic: 0.291119, loss_idmrf: 0.805030, loss_adv_gen: -145.972595
+2023-02-12 17:52:52,192 - INFO - [Train] step: 33699, loss_adv_disc: -2.639381
+2023-02-12 17:52:52,402 - INFO - [Train] step: 33699, loss_mpn: 0.016541, loss_rec: 0.020158, loss_semantic: 0.286486, loss_idmrf: 1.200664, loss_adv_gen: -180.444855
+2023-02-12 17:53:21,695 - INFO - [Train] step: 33799, loss_adv_disc: -1.218509
+2023-02-12 17:53:21,904 - INFO - [Train] step: 33799, loss_mpn: 0.005585, loss_rec: 0.017871, loss_semantic: 0.283142, loss_idmrf: 0.790761, loss_adv_gen: -151.421829
+2023-02-12 17:53:51,212 - INFO - [Train] step: 33899, loss_adv_disc: -2.619796
+2023-02-12 17:53:51,421 - INFO - [Train] step: 33899, loss_mpn: 0.018898, loss_rec: 0.028334, loss_semantic: 0.404334, loss_idmrf: 1.572336, loss_adv_gen: -183.246170
+2023-02-12 17:54:20,713 - INFO - [Train] step: 33999, loss_adv_disc: -2.281010
+2023-02-12 17:54:20,922 - INFO - [Train] step: 33999, loss_mpn: 0.012565, loss_rec: 0.024612, loss_semantic: 0.344790, loss_idmrf: 1.011440, loss_adv_gen: -167.908554
+2023-02-12 17:54:58,091 - INFO - [Eval] step: 33999, bce: 0.205579, psnr: 29.251085, ssim: 0.957331
+2023-02-12 17:55:28,606 - INFO - [Train] step: 34099, loss_adv_disc: -1.240660
+2023-02-12 17:55:28,815 - INFO - [Train] step: 34099, loss_mpn: 0.015477, loss_rec: 0.020481, loss_semantic: 0.339956, loss_idmrf: 0.873007, loss_adv_gen: -145.012589
+2023-02-12 17:55:58,116 - INFO - [Train] step: 34199, loss_adv_disc: -1.539145
+2023-02-12 17:55:58,326 - INFO - [Train] step: 34199, loss_mpn: 0.023260, loss_rec: 0.016593, loss_semantic: 0.298659, loss_idmrf: 0.785321, loss_adv_gen: -176.368118
+2023-02-12 17:56:27,621 - INFO - [Train] step: 34299, loss_adv_disc: -2.760028
+2023-02-12 17:56:27,830 - INFO - [Train] step: 34299, loss_mpn: 0.008323, loss_rec: 0.020988, loss_semantic: 0.324639, loss_idmrf: 0.616013, loss_adv_gen: -157.422699
+2023-02-12 17:56:57,126 - INFO - [Train] step: 34399, loss_adv_disc: -2.553612
+2023-02-12 17:56:57,335 - INFO - [Train] step: 34399, loss_mpn: 0.024272, loss_rec: 0.023415, loss_semantic: 0.346571, loss_idmrf: 2.065329, loss_adv_gen: -172.307251
+2023-02-12 17:57:26,633 - INFO - [Train] step: 34499, loss_adv_disc: -1.682182
+2023-02-12 17:57:26,844 - INFO - [Train] step: 34499, loss_mpn: 0.017541, loss_rec: 0.029529, loss_semantic: 0.391527, loss_idmrf: 0.985749, loss_adv_gen: -136.285248
+2023-02-12 17:57:56,153 - INFO - [Train] step: 34599, loss_adv_disc: -2.231610
+2023-02-12 17:57:56,362 - INFO - [Train] step: 34599, loss_mpn: 0.009918, loss_rec: 0.022532, loss_semantic: 0.311467, loss_idmrf: 1.222375, loss_adv_gen: -146.531326
+2023-02-12 17:58:25,655 - INFO - [Train] step: 34699, loss_adv_disc: -1.929838
+2023-02-12 17:58:25,864 - INFO - [Train] step: 34699, loss_mpn: 0.011590, loss_rec: 0.023047, loss_semantic: 0.360442, loss_idmrf: 0.897688, loss_adv_gen: -142.923645
+2023-02-12 17:58:55,158 - INFO - [Train] step: 34799, loss_adv_disc: -3.194428
+2023-02-12 17:58:55,368 - INFO - [Train] step: 34799, loss_mpn: 0.016799, loss_rec: 0.023705, loss_semantic: 0.371475, loss_idmrf: 1.045437, loss_adv_gen: -139.159607
+2023-02-12 17:59:24,662 - INFO - [Train] step: 34899, loss_adv_disc: -2.469903
+2023-02-12 17:59:24,871 - INFO - [Train] step: 34899, loss_mpn: 0.033517, loss_rec: 0.024883, loss_semantic: 0.361412, loss_idmrf: 1.065504, loss_adv_gen: -139.059204
+2023-02-12 17:59:54,175 - INFO - [Train] step: 34999, loss_adv_disc: -2.247408
+2023-02-12 17:59:54,385 - INFO - [Train] step: 34999, loss_mpn: 0.023007, loss_rec: 0.030979, loss_semantic: 0.374123, loss_idmrf: 1.299219, loss_adv_gen: -162.767334
+2023-02-12 18:00:31,576 - INFO - [Eval] step: 34999, bce: 0.320766, psnr: 28.822138, ssim: 0.956486
+2023-02-12 18:01:02,068 - INFO - [Train] step: 35099, loss_adv_disc: -1.925705
+2023-02-12 18:01:02,276 - INFO - [Train] step: 35099, loss_mpn: 0.008340, loss_rec: 0.019603, loss_semantic: 0.292233, loss_idmrf: 0.722772, loss_adv_gen: -150.566864
+2023-02-12 18:01:31,578 - INFO - [Train] step: 35199, loss_adv_disc: -2.216438
+2023-02-12 18:01:31,787 - INFO - [Train] step: 35199, loss_mpn: 0.010101, loss_rec: 0.018999, loss_semantic: 0.296512, loss_idmrf: 0.717818, loss_adv_gen: -157.691696
+2023-02-12 18:02:01,085 - INFO - [Train] step: 35299, loss_adv_disc: -2.085813
+2023-02-12 18:02:01,295 - INFO - [Train] step: 35299, loss_mpn: 0.012465, loss_rec: 0.021619, loss_semantic: 0.302058, loss_idmrf: 0.736243, loss_adv_gen: -164.773544
+2023-02-12 18:02:30,581 - INFO - [Train] step: 35399, loss_adv_disc: -1.152507
+2023-02-12 18:02:30,791 - INFO - [Train] step: 35399, loss_mpn: 0.008907, loss_rec: 0.017051, loss_semantic: 0.305792, loss_idmrf: 1.240918, loss_adv_gen: -183.348083
+2023-02-12 18:03:00,082 - INFO - [Train] step: 35499, loss_adv_disc: -3.182268
+2023-02-12 18:03:00,292 - INFO - [Train] step: 35499, loss_mpn: 0.021173, loss_rec: 0.028958, loss_semantic: 0.340135, loss_idmrf: 0.814898, loss_adv_gen: -145.432465
+2023-02-12 18:03:29,576 - INFO - [Train] step: 35599, loss_adv_disc: -2.632684
+2023-02-12 18:03:29,786 - INFO - [Train] step: 35599, loss_mpn: 0.010914, loss_rec: 0.021396, loss_semantic: 0.322619, loss_idmrf: 0.804622, loss_adv_gen: -155.417786
+2023-02-12 18:03:59,077 - INFO - [Train] step: 35699, loss_adv_disc: -0.674989
+2023-02-12 18:03:59,287 - INFO - [Train] step: 35699, loss_mpn: 0.012684, loss_rec: 0.018897, loss_semantic: 0.314094, loss_idmrf: 0.802836, loss_adv_gen: -122.680061
+2023-02-12 18:04:28,588 - INFO - [Train] step: 35799, loss_adv_disc: -1.077418
+2023-02-12 18:04:28,798 - INFO - [Train] step: 35799, loss_mpn: 0.010844, loss_rec: 0.017388, loss_semantic: 0.293481, loss_idmrf: 0.978365, loss_adv_gen: -150.090057
+2023-02-12 18:04:58,105 - INFO - [Train] step: 35899, loss_adv_disc: -1.272169
+2023-02-12 18:04:58,314 - INFO - [Train] step: 35899, loss_mpn: 0.005835, loss_rec: 0.015025, loss_semantic: 0.235116, loss_idmrf: 0.707628, loss_adv_gen: -178.820572
+2023-02-12 18:05:27,613 - INFO - [Train] step: 35999, loss_adv_disc: -1.505566
+2023-02-12 18:05:27,822 - INFO - [Train] step: 35999, loss_mpn: 0.014298, loss_rec: 0.022206, loss_semantic: 0.337595, loss_idmrf: 1.241463, loss_adv_gen: -119.724541
+2023-02-12 18:06:05,009 - INFO - [Eval] step: 35999, bce: 0.215667, psnr: 29.208504, ssim: 0.957480
+2023-02-12 18:06:35,351 - INFO - [Train] step: 36099, loss_adv_disc: -2.579553
+2023-02-12 18:06:35,561 - INFO - [Train] step: 36099, loss_mpn: 0.012997, loss_rec: 0.028975, loss_semantic: 0.367534, loss_idmrf: 0.619056, loss_adv_gen: -132.626465
+2023-02-12 18:07:04,872 - INFO - [Train] step: 36199, loss_adv_disc: -2.344000
+2023-02-12 18:07:05,081 - INFO - [Train] step: 36199, loss_mpn: 0.019409, loss_rec: 0.026721, loss_semantic: 0.397292, loss_idmrf: 1.140161, loss_adv_gen: -135.823578
+2023-02-12 18:07:34,382 - INFO - [Train] step: 36299, loss_adv_disc: -1.334474
+2023-02-12 18:07:34,591 - INFO - [Train] step: 36299, loss_mpn: 0.009234, loss_rec: 0.019641, loss_semantic: 0.298558, loss_idmrf: 1.226933, loss_adv_gen: -120.522873
+2023-02-12 18:08:03,885 - INFO - [Train] step: 36399, loss_adv_disc: -1.131894
+2023-02-12 18:08:04,094 - INFO - [Train] step: 36399, loss_mpn: 0.012937, loss_rec: 0.020012, loss_semantic: 0.315967, loss_idmrf: 1.429564, loss_adv_gen: -130.471527
+2023-02-12 18:08:33,388 - INFO - [Train] step: 36499, loss_adv_disc: -2.588792
+2023-02-12 18:08:33,598 - INFO - [Train] step: 36499, loss_mpn: 0.007716, loss_rec: 0.021406, loss_semantic: 0.337165, loss_idmrf: 0.819726, loss_adv_gen: -192.262817
+2023-02-12 18:09:02,896 - INFO - [Train] step: 36599, loss_adv_disc: -2.801477
+2023-02-12 18:09:03,105 - INFO - [Train] step: 36599, loss_mpn: 0.013779, loss_rec: 0.028437, loss_semantic: 0.358279, loss_idmrf: 1.790163, loss_adv_gen: -182.666779
+2023-02-12 18:09:32,399 - INFO - [Train] step: 36699, loss_adv_disc: -1.444665
+2023-02-12 18:09:32,609 - INFO - [Train] step: 36699, loss_mpn: 0.005687, loss_rec: 0.016171, loss_semantic: 0.265918, loss_idmrf: 0.778973, loss_adv_gen: -177.270248
+2023-02-12 18:10:01,904 - INFO - [Train] step: 36799, loss_adv_disc: -0.598214
+2023-02-12 18:10:02,112 - INFO - [Train] step: 36799, loss_mpn: 0.019448, loss_rec: 0.033833, loss_semantic: 0.386135, loss_idmrf: 2.627398, loss_adv_gen: -121.002739
+2023-02-12 18:10:31,403 - INFO - [Train] step: 36899, loss_adv_disc: -1.689862
+2023-02-12 18:10:31,614 - INFO - [Train] step: 36899, loss_mpn: 0.036045, loss_rec: 0.051232, loss_semantic: 0.521603, loss_idmrf: 2.444339, loss_adv_gen: -155.355438
+2023-02-12 18:11:00,897 - INFO - [Train] step: 36999, loss_adv_disc: -1.665134
+2023-02-12 18:11:01,107 - INFO - [Train] step: 36999, loss_mpn: 0.011023, loss_rec: 0.017451, loss_semantic: 0.291547, loss_idmrf: 0.723715, loss_adv_gen: -128.404785
+2023-02-12 18:11:38,307 - INFO - [Eval] step: 36999, bce: 0.238638, psnr: 28.968206, ssim: 0.957086
+2023-02-12 18:12:08,657 - INFO - [Train] step: 37099, loss_adv_disc: -2.624739
+2023-02-12 18:12:08,866 - INFO - [Train] step: 37099, loss_mpn: 0.075043, loss_rec: 0.041531, loss_semantic: 0.354840, loss_idmrf: 2.027423, loss_adv_gen: -165.253250
+2023-02-12 18:12:38,163 - INFO - [Train] step: 37199, loss_adv_disc: -0.411377
+2023-02-12 18:12:38,372 - INFO - [Train] step: 37199, loss_mpn: 0.024229, loss_rec: 0.034768, loss_semantic: 0.432866, loss_idmrf: 1.988033, loss_adv_gen: -111.484383
+2023-02-12 18:13:07,658 - INFO - [Train] step: 37299, loss_adv_disc: -7.693477
+2023-02-12 18:13:07,868 - INFO - [Train] step: 37299, loss_mpn: 0.010649, loss_rec: 0.034489, loss_semantic: 0.423346, loss_idmrf: 0.647329, loss_adv_gen: -174.697113
+2023-02-12 18:13:37,150 - INFO - [Train] step: 37399, loss_adv_disc: -1.210416
+2023-02-12 18:13:37,362 - INFO - [Train] step: 37399, loss_mpn: 0.013813, loss_rec: 0.021487, loss_semantic: 0.342859, loss_idmrf: 0.876422, loss_adv_gen: -150.490631
+2023-02-12 18:14:06,656 - INFO - [Train] step: 37499, loss_adv_disc: -0.195121
+2023-02-12 18:14:06,865 - INFO - [Train] step: 37499, loss_mpn: 0.087205, loss_rec: 0.045215, loss_semantic: 0.474774, loss_idmrf: 2.398547, loss_adv_gen: -115.655479
+2023-02-12 18:14:36,162 - INFO - [Train] step: 37599, loss_adv_disc: -0.905542
+2023-02-12 18:14:36,371 - INFO - [Train] step: 37599, loss_mpn: 0.005782, loss_rec: 0.019019, loss_semantic: 0.291359, loss_idmrf: 1.198322, loss_adv_gen: -167.739548
+2023-02-12 18:15:05,659 - INFO - [Train] step: 37699, loss_adv_disc: -2.423355
+2023-02-12 18:15:05,868 - INFO - [Train] step: 37699, loss_mpn: 0.007076, loss_rec: 0.018368, loss_semantic: 0.290402, loss_idmrf: 0.577030, loss_adv_gen: -134.585464
+2023-02-12 18:15:35,156 - INFO - [Train] step: 37799, loss_adv_disc: -1.321113
+2023-02-12 18:15:35,366 - INFO - [Train] step: 37799, loss_mpn: 0.014285, loss_rec: 0.023402, loss_semantic: 0.329866, loss_idmrf: 1.099209, loss_adv_gen: -153.450317
+2023-02-12 18:16:04,665 - INFO - [Train] step: 37899, loss_adv_disc: -0.865566
+2023-02-12 18:16:04,875 - INFO - [Train] step: 37899, loss_mpn: 0.010119, loss_rec: 0.016443, loss_semantic: 0.298884, loss_idmrf: 3.041412, loss_adv_gen: -177.334885
+2023-02-12 18:16:34,165 - INFO - [Train] step: 37999, loss_adv_disc: -2.521109
+2023-02-12 18:16:34,374 - INFO - [Train] step: 37999, loss_mpn: 0.021668, loss_rec: 0.039516, loss_semantic: 0.449243, loss_idmrf: 2.472616, loss_adv_gen: -136.542038
+2023-02-12 18:17:11,537 - INFO - [Eval] step: 37999, bce: 0.225955, psnr: 29.120995, ssim: 0.957187
+2023-02-12 18:17:41,874 - INFO - [Train] step: 38099, loss_adv_disc: -2.744044
+2023-02-12 18:17:42,082 - INFO - [Train] step: 38099, loss_mpn: 0.021230, loss_rec: 0.031108, loss_semantic: 0.408870, loss_idmrf: 1.305857, loss_adv_gen: -161.483597
+2023-02-12 18:18:11,377 - INFO - [Train] step: 38199, loss_adv_disc: -0.561423
+2023-02-12 18:18:11,586 - INFO - [Train] step: 38199, loss_mpn: 0.025529, loss_rec: 0.017625, loss_semantic: 0.310408, loss_idmrf: 0.933706, loss_adv_gen: -161.700989
+2023-02-12 18:18:40,869 - INFO - [Train] step: 38299, loss_adv_disc: -2.385153
+2023-02-12 18:18:41,078 - INFO - [Train] step: 38299, loss_mpn: 0.014295, loss_rec: 0.025686, loss_semantic: 0.367414, loss_idmrf: 1.355175, loss_adv_gen: -152.060501
+2023-02-12 18:19:10,574 - INFO - [Train] step: 38399, loss_adv_disc: -2.426915
+2023-02-12 18:19:10,783 - INFO - [Train] step: 38399, loss_mpn: 0.013024, loss_rec: 0.030852, loss_semantic: 0.391074, loss_idmrf: 1.009728, loss_adv_gen: -165.416992
+2023-02-12 18:19:40,078 - INFO - [Train] step: 38499, loss_adv_disc: -4.689393
+2023-02-12 18:19:40,287 - INFO - [Train] step: 38499, loss_mpn: 0.019696, loss_rec: 0.027881, loss_semantic: 0.391156, loss_idmrf: 1.031767, loss_adv_gen: -138.605347
+2023-02-12 18:20:09,594 - INFO - [Train] step: 38599, loss_adv_disc: -2.699141
+2023-02-12 18:20:09,804 - INFO - [Train] step: 38599, loss_mpn: 0.021303, loss_rec: 0.021669, loss_semantic: 0.310449, loss_idmrf: 1.450065, loss_adv_gen: -141.766159
+2023-02-12 18:20:39,092 - INFO - [Train] step: 38699, loss_adv_disc: -1.293295
+2023-02-12 18:20:39,301 - INFO - [Train] step: 38699, loss_mpn: 0.019939, loss_rec: 0.023198, loss_semantic: 0.342722, loss_idmrf: 0.967522, loss_adv_gen: -141.349274
+2023-02-12 18:21:08,592 - INFO - [Train] step: 38799, loss_adv_disc: -2.370568
+2023-02-12 18:21:08,802 - INFO - [Train] step: 38799, loss_mpn: 0.013691, loss_rec: 0.027043, loss_semantic: 0.394423, loss_idmrf: 1.014322, loss_adv_gen: -128.361740
+2023-02-12 18:21:38,086 - INFO - [Train] step: 38899, loss_adv_disc: -3.034408
+2023-02-12 18:21:38,296 - INFO - [Train] step: 38899, loss_mpn: 0.015817, loss_rec: 0.029135, loss_semantic: 0.386312, loss_idmrf: 1.342609, loss_adv_gen: -126.475113
+2023-02-12 18:22:07,591 - INFO - [Train] step: 38999, loss_adv_disc: -1.397598
+2023-02-12 18:22:07,800 - INFO - [Train] step: 38999, loss_mpn: 0.010588, loss_rec: 0.020827, loss_semantic: 0.331730, loss_idmrf: 1.256760, loss_adv_gen: -153.721786
+2023-02-12 18:22:44,966 - INFO - [Eval] step: 38999, bce: 0.246073, psnr: 29.178984, ssim: 0.956290
+2023-02-12 18:23:15,321 - INFO - [Train] step: 39099, loss_adv_disc: -2.853390
+2023-02-12 18:23:15,532 - INFO - [Train] step: 39099, loss_mpn: 0.010844, loss_rec: 0.024636, loss_semantic: 0.313481, loss_idmrf: 0.797807, loss_adv_gen: -159.673004
+2023-02-12 18:23:44,838 - INFO - [Train] step: 39199, loss_adv_disc: -1.216084
+2023-02-12 18:23:45,047 - INFO - [Train] step: 39199, loss_mpn: 0.012530, loss_rec: 0.024071, loss_semantic: 0.364845, loss_idmrf: 1.248156, loss_adv_gen: -176.617432
+2023-02-12 18:24:14,345 - INFO - [Train] step: 39299, loss_adv_disc: -2.530161
+2023-02-12 18:24:14,555 - INFO - [Train] step: 39299, loss_mpn: 0.013298, loss_rec: 0.026537, loss_semantic: 0.358308, loss_idmrf: 1.608152, loss_adv_gen: -135.134796
+2023-02-12 18:24:43,842 - INFO - [Train] step: 39399, loss_adv_disc: -4.221055
+2023-02-12 18:24:44,053 - INFO - [Train] step: 39399, loss_mpn: 0.016926, loss_rec: 0.029155, loss_semantic: 0.384890, loss_idmrf: 1.177253, loss_adv_gen: -143.907532
+2023-02-12 18:25:13,352 - INFO - [Train] step: 39499, loss_adv_disc: -1.787352
+2023-02-12 18:25:13,561 - INFO - [Train] step: 39499, loss_mpn: 0.009887, loss_rec: 0.021772, loss_semantic: 0.318555, loss_idmrf: 0.491218, loss_adv_gen: -110.921028
+2023-02-12 18:25:42,854 - INFO - [Train] step: 39599, loss_adv_disc: -2.442396
+2023-02-12 18:25:43,063 - INFO - [Train] step: 39599, loss_mpn: 0.020922, loss_rec: 0.027451, loss_semantic: 0.385381, loss_idmrf: 1.085233, loss_adv_gen: -173.586121
+2023-02-12 18:26:12,357 - INFO - [Train] step: 39699, loss_adv_disc: -1.176004
+2023-02-12 18:26:12,567 - INFO - [Train] step: 39699, loss_mpn: 0.006752, loss_rec: 0.015613, loss_semantic: 0.262376, loss_idmrf: 0.885146, loss_adv_gen: -142.798950
+2023-02-12 18:26:41,860 - INFO - [Train] step: 39799, loss_adv_disc: -2.509575
+2023-02-12 18:26:42,069 - INFO - [Train] step: 39799, loss_mpn: 0.011692, loss_rec: 0.021853, loss_semantic: 0.347759, loss_idmrf: 0.978138, loss_adv_gen: -140.471588
+2023-02-12 18:27:11,371 - INFO - [Train] step: 39899, loss_adv_disc: -1.222441
+2023-02-12 18:27:11,580 - INFO - [Train] step: 39899, loss_mpn: 0.018954, loss_rec: 0.041342, loss_semantic: 0.367312, loss_idmrf: 1.244858, loss_adv_gen: -126.972168
+2023-02-12 18:27:40,884 - INFO - [Train] step: 39999, loss_adv_disc: -2.574458
+2023-02-12 18:27:41,094 - INFO - [Train] step: 39999, loss_mpn: 0.011977, loss_rec: 0.024579, loss_semantic: 0.352384, loss_idmrf: 0.950865, loss_adv_gen: -172.960602
+2023-02-12 18:28:18,270 - INFO - [Eval] step: 39999, bce: 0.194767, psnr: 29.095812, ssim: 0.957131
+2023-02-12 18:28:48,719 - INFO - [Train] step: 40099, loss_adv_disc: -4.535568
+2023-02-12 18:28:48,928 - INFO - [Train] step: 40099, loss_mpn: 0.015236, loss_rec: 0.036578, loss_semantic: 0.443424, loss_idmrf: 0.898106, loss_adv_gen: -125.037216
+2023-02-12 18:29:18,226 - INFO - [Train] step: 40199, loss_adv_disc: -1.275886
+2023-02-12 18:29:18,435 - INFO - [Train] step: 40199, loss_mpn: 0.028273, loss_rec: 0.028285, loss_semantic: 0.420791, loss_idmrf: 2.383886, loss_adv_gen: -127.612259
+2023-02-12 18:29:47,744 - INFO - [Train] step: 40299, loss_adv_disc: -1.292017
+2023-02-12 18:29:47,955 - INFO - [Train] step: 40299, loss_mpn: 0.020296, loss_rec: 0.032139, loss_semantic: 0.412999, loss_idmrf: 1.599472, loss_adv_gen: -150.880920
+2023-02-12 18:30:17,244 - INFO - [Train] step: 40399, loss_adv_disc: -1.286506
+2023-02-12 18:30:17,455 - INFO - [Train] step: 40399, loss_mpn: 0.015423, loss_rec: 0.019935, loss_semantic: 0.316125, loss_idmrf: 1.459979, loss_adv_gen: -133.933685
+2023-02-12 18:30:46,761 - INFO - [Train] step: 40499, loss_adv_disc: -2.546759
+2023-02-12 18:30:46,970 - INFO - [Train] step: 40499, loss_mpn: 0.016017, loss_rec: 0.026256, loss_semantic: 0.377436, loss_idmrf: 1.676869, loss_adv_gen: -147.588593
+2023-02-12 18:31:16,276 - INFO - [Train] step: 40599, loss_adv_disc: -1.326667
+2023-02-12 18:31:16,486 - INFO - [Train] step: 40599, loss_mpn: 0.039922, loss_rec: 0.027237, loss_semantic: 0.383460, loss_idmrf: 1.472036, loss_adv_gen: -87.110321
+2023-02-12 18:31:45,795 - INFO - [Train] step: 40699, loss_adv_disc: -3.702699
+2023-02-12 18:31:46,004 - INFO - [Train] step: 40699, loss_mpn: 0.015969, loss_rec: 0.034648, loss_semantic: 0.411500, loss_idmrf: 0.839379, loss_adv_gen: -139.590637
+2023-02-12 18:32:15,306 - INFO - [Train] step: 40799, loss_adv_disc: -2.090775
+2023-02-12 18:32:15,516 - INFO - [Train] step: 40799, loss_mpn: 0.011456, loss_rec: 0.026507, loss_semantic: 0.346328, loss_idmrf: 0.941839, loss_adv_gen: -127.098099
+2023-02-12 18:32:44,814 - INFO - [Train] step: 40899, loss_adv_disc: -2.884137
+2023-02-12 18:32:45,023 - INFO - [Train] step: 40899, loss_mpn: 0.010164, loss_rec: 0.025798, loss_semantic: 0.337456, loss_idmrf: 0.968100, loss_adv_gen: -124.397766
+2023-02-12 18:33:14,316 - INFO - [Train] step: 40999, loss_adv_disc: -1.325020
+2023-02-12 18:33:14,526 - INFO - [Train] step: 40999, loss_mpn: 0.013489, loss_rec: 0.023419, loss_semantic: 0.336951, loss_idmrf: 1.080487, loss_adv_gen: -154.497879
+2023-02-12 18:33:51,701 - INFO - [Eval] step: 40999, bce: 0.211028, psnr: 29.067577, ssim: 0.957131
+2023-02-12 18:34:22,028 - INFO - [Train] step: 41099, loss_adv_disc: -1.966713
+2023-02-12 18:34:22,237 - INFO - [Train] step: 41099, loss_mpn: 0.012680, loss_rec: 0.019835, loss_semantic: 0.304152, loss_idmrf: 1.108077, loss_adv_gen: -132.496246
+2023-02-12 18:34:51,550 - INFO - [Train] step: 41199, loss_adv_disc: -2.591340
+2023-02-12 18:34:51,759 - INFO - [Train] step: 41199, loss_mpn: 0.015032, loss_rec: 0.021413, loss_semantic: 0.314138, loss_idmrf: 0.918010, loss_adv_gen: -132.101868
+2023-02-12 18:35:21,064 - INFO - [Train] step: 41299, loss_adv_disc: -0.449496
+2023-02-12 18:35:21,273 - INFO - [Train] step: 41299, loss_mpn: 0.006305, loss_rec: 0.017464, loss_semantic: 0.290435, loss_idmrf: 0.675877, loss_adv_gen: -189.131271
+2023-02-12 18:35:50,583 - INFO - [Train] step: 41399, loss_adv_disc: -1.811503
+2023-02-12 18:35:50,794 - INFO - [Train] step: 41399, loss_mpn: 0.006530, loss_rec: 0.020799, loss_semantic: 0.320156, loss_idmrf: 0.618132, loss_adv_gen: -147.685303
+2023-02-12 18:36:20,096 - INFO - [Train] step: 41499, loss_adv_disc: -3.698590
+2023-02-12 18:36:20,305 - INFO - [Train] step: 41499, loss_mpn: 0.009602, loss_rec: 0.027312, loss_semantic: 0.368191, loss_idmrf: 0.554497, loss_adv_gen: -130.560028
+2023-02-12 18:36:49,596 - INFO - [Train] step: 41599, loss_adv_disc: -3.010313
+2023-02-12 18:36:49,806 - INFO - [Train] step: 41599, loss_mpn: 0.011292, loss_rec: 0.026035, loss_semantic: 0.367295, loss_idmrf: 1.293433, loss_adv_gen: -129.985779
+2023-02-12 18:37:19,104 - INFO - [Train] step: 41699, loss_adv_disc: -2.650678
+2023-02-12 18:37:19,313 - INFO - [Train] step: 41699, loss_mpn: 0.011438, loss_rec: 0.019516, loss_semantic: 0.311721, loss_idmrf: 0.767802, loss_adv_gen: -102.489609
+2023-02-12 18:37:48,604 - INFO - [Train] step: 41799, loss_adv_disc: -0.760895
+2023-02-12 18:37:48,813 - INFO - [Train] step: 41799, loss_mpn: 0.004543, loss_rec: 0.014450, loss_semantic: 0.250473, loss_idmrf: 1.218911, loss_adv_gen: -155.222519
+2023-02-12 18:38:18,117 - INFO - [Train] step: 41899, loss_adv_disc: -3.305377
+2023-02-12 18:38:18,326 - INFO - [Train] step: 41899, loss_mpn: 0.010997, loss_rec: 0.024039, loss_semantic: 0.347023, loss_idmrf: 0.889829, loss_adv_gen: -143.904968
+2023-02-12 18:38:47,628 - INFO - [Train] step: 41999, loss_adv_disc: -1.330894
+2023-02-12 18:38:47,837 - INFO - [Train] step: 41999, loss_mpn: 0.022094, loss_rec: 0.032639, loss_semantic: 0.408295, loss_idmrf: 1.409587, loss_adv_gen: -113.762909
+2023-02-12 18:39:25,019 - INFO - [Eval] step: 41999, bce: 0.210949, psnr: 29.142321, ssim: 0.957402
+2023-02-12 18:39:55,367 - INFO - [Train] step: 42099, loss_adv_disc: -2.665808
+2023-02-12 18:39:55,576 - INFO - [Train] step: 42099, loss_mpn: 0.010887, loss_rec: 0.026553, loss_semantic: 0.385582, loss_idmrf: 1.571114, loss_adv_gen: -151.907104
+2023-02-12 18:40:24,878 - INFO - [Train] step: 42199, loss_adv_disc: -3.195778
+2023-02-12 18:40:25,087 - INFO - [Train] step: 42199, loss_mpn: 0.008814, loss_rec: 0.023642, loss_semantic: 0.342627, loss_idmrf: 1.361953, loss_adv_gen: -130.199127
+2023-02-12 18:40:54,380 - INFO - [Train] step: 42299, loss_adv_disc: -2.699011
+2023-02-12 18:40:54,589 - INFO - [Train] step: 42299, loss_mpn: 0.025111, loss_rec: 0.029612, loss_semantic: 0.388090, loss_idmrf: 1.680518, loss_adv_gen: -138.131500
+2023-02-12 18:41:23,885 - INFO - [Train] step: 42399, loss_adv_disc: -2.940691
+2023-02-12 18:41:24,094 - INFO - [Train] step: 42399, loss_mpn: 0.012269, loss_rec: 0.023819, loss_semantic: 0.333529, loss_idmrf: 0.686632, loss_adv_gen: -134.680328
+2023-02-12 18:41:53,393 - INFO - [Train] step: 42499, loss_adv_disc: -2.314073
+2023-02-12 18:41:53,602 - INFO - [Train] step: 42499, loss_mpn: 0.017753, loss_rec: 0.024255, loss_semantic: 0.323019, loss_idmrf: 1.560460, loss_adv_gen: -154.048370
+2023-02-12 18:42:22,899 - INFO - [Train] step: 42599, loss_adv_disc: -2.526686
+2023-02-12 18:42:23,108 - INFO - [Train] step: 42599, loss_mpn: 0.020656, loss_rec: 0.029482, loss_semantic: 0.376596, loss_idmrf: 0.992542, loss_adv_gen: -112.163139
+2023-02-12 18:42:52,398 - INFO - [Train] step: 42699, loss_adv_disc: -2.068728
+2023-02-12 18:42:52,608 - INFO - [Train] step: 42699, loss_mpn: 0.011803, loss_rec: 0.020583, loss_semantic: 0.322981, loss_idmrf: 0.903103, loss_adv_gen: -116.537788
+2023-02-12 18:43:21,896 - INFO - [Train] step: 42799, loss_adv_disc: -0.543986
+2023-02-12 18:43:22,105 - INFO - [Train] step: 42799, loss_mpn: 0.017163, loss_rec: 0.030206, loss_semantic: 0.389116, loss_idmrf: 1.321068, loss_adv_gen: -129.887299
+2023-02-12 18:43:51,405 - INFO - [Train] step: 42899, loss_adv_disc: -2.033113
+2023-02-12 18:43:51,614 - INFO - [Train] step: 42899, loss_mpn: 0.010556, loss_rec: 0.021970, loss_semantic: 0.322701, loss_idmrf: 0.919145, loss_adv_gen: -100.012039
+2023-02-12 18:44:20,907 - INFO - [Train] step: 42999, loss_adv_disc: -1.097463
+2023-02-12 18:44:21,116 - INFO - [Train] step: 42999, loss_mpn: 0.005941, loss_rec: 0.017077, loss_semantic: 0.283843, loss_idmrf: 1.092433, loss_adv_gen: -97.320061
+2023-02-12 18:44:58,317 - INFO - [Eval] step: 42999, bce: 0.261437, psnr: 29.182854, ssim: 0.956990
+2023-02-12 18:45:28,644 - INFO - [Train] step: 43099, loss_adv_disc: -1.896635
+2023-02-12 18:45:28,853 - INFO - [Train] step: 43099, loss_mpn: 0.018344, loss_rec: 0.030292, loss_semantic: 0.421648, loss_idmrf: 1.093099, loss_adv_gen: -128.265961
+2023-02-12 18:45:58,148 - INFO - [Train] step: 43199, loss_adv_disc: -2.803107
+2023-02-12 18:45:58,357 - INFO - [Train] step: 43199, loss_mpn: 0.021354, loss_rec: 0.031753, loss_semantic: 0.368565, loss_idmrf: 1.554116, loss_adv_gen: -113.412605
+2023-02-12 18:46:27,661 - INFO - [Train] step: 43299, loss_adv_disc: -4.239297
+2023-02-12 18:46:27,870 - INFO - [Train] step: 43299, loss_mpn: 0.020429, loss_rec: 0.031146, loss_semantic: 0.382425, loss_idmrf: 0.766201, loss_adv_gen: -107.834732
+2023-02-12 18:46:57,163 - INFO - [Train] step: 43399, loss_adv_disc: -1.784337
+2023-02-12 18:46:57,373 - INFO - [Train] step: 43399, loss_mpn: 0.015985, loss_rec: 0.017654, loss_semantic: 0.290674, loss_idmrf: 0.919770, loss_adv_gen: -128.457977
+2023-02-12 18:47:26,664 - INFO - [Train] step: 43499, loss_adv_disc: -1.516450
+2023-02-12 18:47:26,873 - INFO - [Train] step: 43499, loss_mpn: 0.011174, loss_rec: 0.017259, loss_semantic: 0.292501, loss_idmrf: 1.144227, loss_adv_gen: -127.167282
+2023-02-12 18:47:56,174 - INFO - [Train] step: 43599, loss_adv_disc: -1.608698
+2023-02-12 18:47:56,384 - INFO - [Train] step: 43599, loss_mpn: 0.014227, loss_rec: 0.017216, loss_semantic: 0.297073, loss_idmrf: 1.059537, loss_adv_gen: -102.701126
+2023-02-12 18:48:25,677 - INFO - [Train] step: 43699, loss_adv_disc: -2.064444
+2023-02-12 18:48:25,887 - INFO - [Train] step: 43699, loss_mpn: 0.009232, loss_rec: 0.020965, loss_semantic: 0.321229, loss_idmrf: 1.114394, loss_adv_gen: -134.445740
+2023-02-12 18:48:55,186 - INFO - [Train] step: 43799, loss_adv_disc: -2.908204
+2023-02-12 18:48:55,395 - INFO - [Train] step: 43799, loss_mpn: 0.032256, loss_rec: 0.026111, loss_semantic: 0.312473, loss_idmrf: 1.004970, loss_adv_gen: -113.739731
+2023-02-12 18:49:24,698 - INFO - [Train] step: 43899, loss_adv_disc: -2.565762
+2023-02-12 18:49:24,907 - INFO - [Train] step: 43899, loss_mpn: 0.019131, loss_rec: 0.023535, loss_semantic: 0.355505, loss_idmrf: 1.083641, loss_adv_gen: -131.373352
+2023-02-12 18:49:54,202 - INFO - [Train] step: 43999, loss_adv_disc: -0.886762
+2023-02-12 18:49:54,412 - INFO - [Train] step: 43999, loss_mpn: 0.008522, loss_rec: 0.015679, loss_semantic: 0.284922, loss_idmrf: 0.487373, loss_adv_gen: -118.949120
+2023-02-12 18:50:31,584 - INFO - [Eval] step: 43999, bce: 0.194368, psnr: 28.917126, ssim: 0.957285
+2023-02-12 18:51:01,924 - INFO - [Train] step: 44099, loss_adv_disc: -2.109013
+2023-02-12 18:51:02,135 - INFO - [Train] step: 44099, loss_mpn: 0.007931, loss_rec: 0.020231, loss_semantic: 0.312674, loss_idmrf: 0.736357, loss_adv_gen: -163.130508
+2023-02-12 18:51:31,426 - INFO - [Train] step: 44199, loss_adv_disc: -1.809198
+2023-02-12 18:51:31,635 - INFO - [Train] step: 44199, loss_mpn: 0.011999, loss_rec: 0.024499, loss_semantic: 0.337322, loss_idmrf: 0.754612, loss_adv_gen: -122.636627
+2023-02-12 18:52:00,926 - INFO - [Train] step: 44299, loss_adv_disc: -2.669969
+2023-02-12 18:52:01,136 - INFO - [Train] step: 44299, loss_mpn: 0.011659, loss_rec: 0.021793, loss_semantic: 0.313015, loss_idmrf: 1.180753, loss_adv_gen: -71.234894
+2023-02-12 18:52:30,430 - INFO - [Train] step: 44399, loss_adv_disc: -2.069655
+2023-02-12 18:52:30,639 - INFO - [Train] step: 44399, loss_mpn: 0.021003, loss_rec: 0.031595, loss_semantic: 0.433131, loss_idmrf: 2.114752, loss_adv_gen: -104.753006
+2023-02-12 18:52:59,924 - INFO - [Train] step: 44499, loss_adv_disc: -1.210405
+2023-02-12 18:53:00,134 - INFO - [Train] step: 44499, loss_mpn: 0.010182, loss_rec: 0.016950, loss_semantic: 0.325993, loss_idmrf: 0.896369, loss_adv_gen: -140.877686
+2023-02-12 18:53:29,416 - INFO - [Train] step: 44599, loss_adv_disc: -0.991096
+2023-02-12 18:53:29,626 - INFO - [Train] step: 44599, loss_mpn: 0.009903, loss_rec: 0.023898, loss_semantic: 0.345652, loss_idmrf: 0.870231, loss_adv_gen: -141.430023
+2023-02-12 18:53:58,913 - INFO - [Train] step: 44699, loss_adv_disc: -2.421599
+2023-02-12 18:53:59,122 - INFO - [Train] step: 44699, loss_mpn: 0.027594, loss_rec: 0.021111, loss_semantic: 0.296740, loss_idmrf: 2.191382, loss_adv_gen: -141.897797
+2023-02-12 18:54:28,420 - INFO - [Train] step: 44799, loss_adv_disc: -2.393608
+2023-02-12 18:54:28,630 - INFO - [Train] step: 44799, loss_mpn: 0.026077, loss_rec: 0.026524, loss_semantic: 0.399981, loss_idmrf: 1.215351, loss_adv_gen: -141.662292
+2023-02-12 18:54:57,916 - INFO - [Train] step: 44899, loss_adv_disc: -1.943000
+2023-02-12 18:54:58,127 - INFO - [Train] step: 44899, loss_mpn: 0.005789, loss_rec: 0.018024, loss_semantic: 0.282490, loss_idmrf: 1.155201, loss_adv_gen: -131.278305
+2023-02-12 18:55:27,406 - INFO - [Train] step: 44999, loss_adv_disc: -3.287998
+2023-02-12 18:55:27,617 - INFO - [Train] step: 44999, loss_mpn: 0.018217, loss_rec: 0.029792, loss_semantic: 0.371263, loss_idmrf: 0.902070, loss_adv_gen: -107.782036
+2023-02-12 18:56:04,791 - INFO - [Eval] step: 44999, bce: 0.283522, psnr: 29.104111, ssim: 0.957416
+2023-02-12 18:56:35,241 - INFO - [Train] step: 45099, loss_adv_disc: -1.618816
+2023-02-12 18:56:35,451 - INFO - [Train] step: 45099, loss_mpn: 0.019453, loss_rec: 0.023029, loss_semantic: 0.332724, loss_idmrf: 0.997722, loss_adv_gen: -134.765015
+2023-02-12 18:57:04,737 - INFO - [Train] step: 45199, loss_adv_disc: -2.166257
+2023-02-12 18:57:04,946 - INFO - [Train] step: 45199, loss_mpn: 0.016220, loss_rec: 0.029939, loss_semantic: 0.354338, loss_idmrf: 1.164202, loss_adv_gen: -138.789719
+2023-02-12 18:57:34,232 - INFO - [Train] step: 45299, loss_adv_disc: -2.744868
+2023-02-12 18:57:34,442 - INFO - [Train] step: 45299, loss_mpn: 0.006668, loss_rec: 0.023699, loss_semantic: 0.351245, loss_idmrf: 0.852077, loss_adv_gen: -125.358887
+2023-02-12 18:58:03,744 - INFO - [Train] step: 45399, loss_adv_disc: -4.544851
+2023-02-12 18:58:03,954 - INFO - [Train] step: 45399, loss_mpn: 0.017645, loss_rec: 0.031923, loss_semantic: 0.421283, loss_idmrf: 0.882782, loss_adv_gen: -123.332794
+2023-02-12 18:58:33,435 - INFO - [Train] step: 45499, loss_adv_disc: -0.926121
+2023-02-12 18:58:33,644 - INFO - [Train] step: 45499, loss_mpn: 0.005050, loss_rec: 0.012667, loss_semantic: 0.232011, loss_idmrf: 0.686866, loss_adv_gen: -119.117294
+2023-02-12 18:59:02,936 - INFO - [Train] step: 45599, loss_adv_disc: -0.831104
+2023-02-12 18:59:03,146 - INFO - [Train] step: 45599, loss_mpn: 0.006611, loss_rec: 0.014783, loss_semantic: 0.229055, loss_idmrf: 0.813169, loss_adv_gen: -114.963379
+2023-02-12 18:59:32,427 - INFO - [Train] step: 45699, loss_adv_disc: -1.295311
+2023-02-12 18:59:32,637 - INFO - [Train] step: 45699, loss_mpn: 0.010169, loss_rec: 0.018375, loss_semantic: 0.284788, loss_idmrf: 0.765621, loss_adv_gen: -141.038055
+2023-02-12 19:00:01,918 - INFO - [Train] step: 45799, loss_adv_disc: -0.814036
+2023-02-12 19:00:02,128 - INFO - [Train] step: 45799, loss_mpn: 0.016879, loss_rec: 0.020380, loss_semantic: 0.335941, loss_idmrf: 1.194481, loss_adv_gen: -140.793274
+2023-02-12 19:00:31,412 - INFO - [Train] step: 45899, loss_adv_disc: -3.289245
+2023-02-12 19:00:31,622 - INFO - [Train] step: 45899, loss_mpn: 0.008814, loss_rec: 0.030724, loss_semantic: 0.459330, loss_idmrf: 1.103817, loss_adv_gen: -113.740219
+2023-02-12 19:01:00,904 - INFO - [Train] step: 45999, loss_adv_disc: -1.644310
+2023-02-12 19:01:01,113 - INFO - [Train] step: 45999, loss_mpn: 0.005488, loss_rec: 0.015050, loss_semantic: 0.270024, loss_idmrf: 0.989204, loss_adv_gen: -163.489929
+2023-02-12 19:01:38,279 - INFO - [Eval] step: 45999, bce: 0.204107, psnr: 29.267492, ssim: 0.957987
+2023-02-12 19:02:08,867 - INFO - [Train] step: 46099, loss_adv_disc: -0.558196
+2023-02-12 19:02:09,076 - INFO - [Train] step: 46099, loss_mpn: 0.013652, loss_rec: 0.014307, loss_semantic: 0.259496, loss_idmrf: 1.009143, loss_adv_gen: -142.300995
+2023-02-12 19:02:38,367 - INFO - [Train] step: 46199, loss_adv_disc: -1.836662
+2023-02-12 19:02:38,576 - INFO - [Train] step: 46199, loss_mpn: 0.035741, loss_rec: 0.030679, loss_semantic: 0.402914, loss_idmrf: 2.525560, loss_adv_gen: -145.601227
+2023-02-12 19:03:07,868 - INFO - [Train] step: 46299, loss_adv_disc: -1.580151
+2023-02-12 19:03:08,077 - INFO - [Train] step: 46299, loss_mpn: 0.012537, loss_rec: 0.022228, loss_semantic: 0.345051, loss_idmrf: 1.168077, loss_adv_gen: -135.664185
+2023-02-12 19:03:37,372 - INFO - [Train] step: 46399, loss_adv_disc: -3.798640
+2023-02-12 19:03:37,582 - INFO - [Train] step: 46399, loss_mpn: 0.015971, loss_rec: 0.025560, loss_semantic: 0.390543, loss_idmrf: 1.180987, loss_adv_gen: -116.080765
+2023-02-12 19:04:06,863 - INFO - [Train] step: 46499, loss_adv_disc: -0.481576
+2023-02-12 19:04:07,072 - INFO - [Train] step: 46499, loss_mpn: 0.017854, loss_rec: 0.022975, loss_semantic: 0.327492, loss_idmrf: 0.714899, loss_adv_gen: -92.058472
+2023-02-12 19:04:36,368 - INFO - [Train] step: 46599, loss_adv_disc: -2.327599
+2023-02-12 19:04:36,577 - INFO - [Train] step: 46599, loss_mpn: 0.017849, loss_rec: 0.027398, loss_semantic: 0.341538, loss_idmrf: 1.298172, loss_adv_gen: -123.930206
+2023-02-12 19:05:05,872 - INFO - [Train] step: 46699, loss_adv_disc: -1.269926
+2023-02-12 19:05:06,082 - INFO - [Train] step: 46699, loss_mpn: 0.007905, loss_rec: 0.021437, loss_semantic: 0.347730, loss_idmrf: 0.968422, loss_adv_gen: -144.929443
+2023-02-12 19:05:35,367 - INFO - [Train] step: 46799, loss_adv_disc: -1.179983
+2023-02-12 19:05:35,576 - INFO - [Train] step: 46799, loss_mpn: 0.022142, loss_rec: 0.024995, loss_semantic: 0.379776, loss_idmrf: 0.902723, loss_adv_gen: -120.207382
+2023-02-12 19:06:04,863 - INFO - [Train] step: 46899, loss_adv_disc: -1.672582
+2023-02-12 19:06:05,074 - INFO - [Train] step: 46899, loss_mpn: 0.014565, loss_rec: 0.020272, loss_semantic: 0.275730, loss_idmrf: 0.887907, loss_adv_gen: -115.798790
+2023-02-12 19:06:34,363 - INFO - [Train] step: 46999, loss_adv_disc: -2.298712
+2023-02-12 19:06:34,572 - INFO - [Train] step: 46999, loss_mpn: 0.008810, loss_rec: 0.017283, loss_semantic: 0.278155, loss_idmrf: 1.025754, loss_adv_gen: -139.295609
+2023-02-12 19:07:11,744 - INFO - [Eval] step: 46999, bce: 0.253672, psnr: 29.105146, ssim: 0.957524
+2023-02-12 19:07:42,080 - INFO - [Train] step: 47099, loss_adv_disc: -5.473932
+2023-02-12 19:07:42,289 - INFO - [Train] step: 47099, loss_mpn: 0.015122, loss_rec: 0.030526, loss_semantic: 0.391356, loss_idmrf: 0.526956, loss_adv_gen: -96.352524
+2023-02-12 19:08:11,580 - INFO - [Train] step: 47199, loss_adv_disc: -1.417862
+2023-02-12 19:08:11,790 - INFO - [Train] step: 47199, loss_mpn: 0.019835, loss_rec: 0.023406, loss_semantic: 0.341328, loss_idmrf: 1.376464, loss_adv_gen: -96.881989
+2023-02-12 19:08:41,104 - INFO - [Train] step: 47299, loss_adv_disc: -0.450608
+2023-02-12 19:08:41,314 - INFO - [Train] step: 47299, loss_mpn: 0.018413, loss_rec: 0.027004, loss_semantic: 0.369791, loss_idmrf: 1.283139, loss_adv_gen: -139.897705
+2023-02-12 19:09:10,604 - INFO - [Train] step: 47399, loss_adv_disc: -1.247165
+2023-02-12 19:09:10,812 - INFO - [Train] step: 47399, loss_mpn: 0.011965, loss_rec: 0.018894, loss_semantic: 0.317268, loss_idmrf: 0.687348, loss_adv_gen: -118.171921
+2023-02-12 19:09:40,107 - INFO - [Train] step: 47499, loss_adv_disc: -3.375033
+2023-02-12 19:09:40,316 - INFO - [Train] step: 47499, loss_mpn: 0.017998, loss_rec: 0.026264, loss_semantic: 0.379550, loss_idmrf: 1.541121, loss_adv_gen: -126.075363
+2023-02-12 19:10:09,608 - INFO - [Train] step: 47599, loss_adv_disc: -1.910500
+2023-02-12 19:10:09,817 - INFO - [Train] step: 47599, loss_mpn: 0.022538, loss_rec: 0.033266, loss_semantic: 0.416789, loss_idmrf: 1.432770, loss_adv_gen: -122.585632
+2023-02-12 19:10:39,115 - INFO - [Train] step: 47699, loss_adv_disc: -0.333590
+2023-02-12 19:10:39,324 - INFO - [Train] step: 47699, loss_mpn: 0.010669, loss_rec: 0.018622, loss_semantic: 0.310768, loss_idmrf: 0.798342, loss_adv_gen: -142.267029
+2023-02-12 19:11:08,616 - INFO - [Train] step: 47799, loss_adv_disc: -0.506515
+2023-02-12 19:11:08,826 - INFO - [Train] step: 47799, loss_mpn: 0.006181, loss_rec: 0.021344, loss_semantic: 0.335353, loss_idmrf: 1.068593, loss_adv_gen: -124.897713
+2023-02-12 19:11:38,129 - INFO - [Train] step: 47899, loss_adv_disc: -2.321455
+2023-02-12 19:11:38,339 - INFO - [Train] step: 47899, loss_mpn: 0.014455, loss_rec: 0.025240, loss_semantic: 0.383677, loss_idmrf: 1.107193, loss_adv_gen: -122.216599
+2023-02-12 19:12:07,626 - INFO - [Train] step: 47999, loss_adv_disc: -2.556845
+2023-02-12 19:12:07,835 - INFO - [Train] step: 47999, loss_mpn: 0.017551, loss_rec: 0.026453, loss_semantic: 0.356316, loss_idmrf: 1.417825, loss_adv_gen: -117.186768
+2023-02-12 19:12:45,009 - INFO - [Eval] step: 47999, bce: 0.261834, psnr: 29.265079, ssim: 0.957508
+2023-02-12 19:13:15,346 - INFO - [Train] step: 48099, loss_adv_disc: -2.110548
+2023-02-12 19:13:15,555 - INFO - [Train] step: 48099, loss_mpn: 0.010889, loss_rec: 0.020481, loss_semantic: 0.303065, loss_idmrf: 0.466718, loss_adv_gen: -138.180313
+2023-02-12 19:13:44,854 - INFO - [Train] step: 48199, loss_adv_disc: -2.376373
+2023-02-12 19:13:45,063 - INFO - [Train] step: 48199, loss_mpn: 0.007582, loss_rec: 0.020205, loss_semantic: 0.285513, loss_idmrf: 1.043513, loss_adv_gen: -85.389282
+2023-02-12 19:14:14,347 - INFO - [Train] step: 48299, loss_adv_disc: -1.374611
+2023-02-12 19:14:14,556 - INFO - [Train] step: 48299, loss_mpn: 0.007759, loss_rec: 0.021047, loss_semantic: 0.310344, loss_idmrf: 0.933076, loss_adv_gen: -116.241653
+2023-02-12 19:14:43,839 - INFO - [Train] step: 48399, loss_adv_disc: -2.311736
+2023-02-12 19:14:44,049 - INFO - [Train] step: 48399, loss_mpn: 0.022186, loss_rec: 0.029154, loss_semantic: 0.425822, loss_idmrf: 0.881801, loss_adv_gen: -165.661377
+2023-02-12 19:15:13,342 - INFO - [Train] step: 48499, loss_adv_disc: -2.580103
+2023-02-12 19:15:13,552 - INFO - [Train] step: 48499, loss_mpn: 0.010942, loss_rec: 0.028834, loss_semantic: 0.405597, loss_idmrf: 2.301194, loss_adv_gen: -107.330780
+2023-02-12 19:15:42,841 - INFO - [Train] step: 48599, loss_adv_disc: -0.824483
+2023-02-12 19:15:43,051 - INFO - [Train] step: 48599, loss_mpn: 0.012223, loss_rec: 0.019150, loss_semantic: 0.251760, loss_idmrf: 0.694223, loss_adv_gen: -119.733002
+2023-02-12 19:16:12,337 - INFO - [Train] step: 48699, loss_adv_disc: -1.411452
+2023-02-12 19:16:12,545 - INFO - [Train] step: 48699, loss_mpn: 0.012398, loss_rec: 0.017025, loss_semantic: 0.270724, loss_idmrf: 1.923099, loss_adv_gen: -113.915161
+2023-02-12 19:16:41,841 - INFO - [Train] step: 48799, loss_adv_disc: -2.102562
+2023-02-12 19:16:42,051 - INFO - [Train] step: 48799, loss_mpn: 0.015094, loss_rec: 0.024003, loss_semantic: 0.344523, loss_idmrf: 0.995992, loss_adv_gen: -118.247231
+2023-02-12 19:17:11,336 - INFO - [Train] step: 48899, loss_adv_disc: -1.027884
+2023-02-12 19:17:11,545 - INFO - [Train] step: 48899, loss_mpn: 0.014677, loss_rec: 0.025183, loss_semantic: 0.313247, loss_idmrf: 1.630916, loss_adv_gen: -122.107155
+2023-02-12 19:17:40,833 - INFO - [Train] step: 48999, loss_adv_disc: -4.285762
+2023-02-12 19:17:41,042 - INFO - [Train] step: 48999, loss_mpn: 0.011410, loss_rec: 0.032390, loss_semantic: 0.352806, loss_idmrf: 1.384062, loss_adv_gen: -139.882111
+2023-02-12 19:18:18,229 - INFO - [Eval] step: 48999, bce: 0.185750, psnr: 29.401178, ssim: 0.958386
+2023-02-12 19:18:48,796 - INFO - [Train] step: 49099, loss_adv_disc: -1.905670
+2023-02-12 19:18:49,006 - INFO - [Train] step: 49099, loss_mpn: 0.016775, loss_rec: 0.023903, loss_semantic: 0.322507, loss_idmrf: 0.649161, loss_adv_gen: -112.841377
+2023-02-12 19:19:18,304 - INFO - [Train] step: 49199, loss_adv_disc: -2.163928
+2023-02-12 19:19:18,513 - INFO - [Train] step: 49199, loss_mpn: 0.004486, loss_rec: 0.019721, loss_semantic: 0.276752, loss_idmrf: 0.822750, loss_adv_gen: -86.521355
+2023-02-12 19:19:47,805 - INFO - [Train] step: 49299, loss_adv_disc: -1.868410
+2023-02-12 19:19:48,014 - INFO - [Train] step: 49299, loss_mpn: 0.010737, loss_rec: 0.023041, loss_semantic: 0.314100, loss_idmrf: 1.001878, loss_adv_gen: -136.910538
+2023-02-12 19:20:17,306 - INFO - [Train] step: 49399, loss_adv_disc: -3.417485
+2023-02-12 19:20:17,516 - INFO - [Train] step: 49399, loss_mpn: 0.009672, loss_rec: 0.026141, loss_semantic: 0.342358, loss_idmrf: 0.887028, loss_adv_gen: -97.948143
+2023-02-12 19:20:46,808 - INFO - [Train] step: 49499, loss_adv_disc: -1.244874
+2023-02-12 19:20:47,017 - INFO - [Train] step: 49499, loss_mpn: 0.022682, loss_rec: 0.024240, loss_semantic: 0.383033, loss_idmrf: 1.708354, loss_adv_gen: -114.859314
+2023-02-12 19:21:16,296 - INFO - [Train] step: 49599, loss_adv_disc: -2.553038
+2023-02-12 19:21:16,505 - INFO - [Train] step: 49599, loss_mpn: 0.010474, loss_rec: 0.022079, loss_semantic: 0.364744, loss_idmrf: 1.096736, loss_adv_gen: -115.203125
+2023-02-12 19:21:45,792 - INFO - [Train] step: 49699, loss_adv_disc: -0.838546
+2023-02-12 19:21:46,001 - INFO - [Train] step: 49699, loss_mpn: 0.018769, loss_rec: 0.028353, loss_semantic: 0.408246, loss_idmrf: 1.088397, loss_adv_gen: -131.107605
+2023-02-12 19:22:15,283 - INFO - [Train] step: 49799, loss_adv_disc: -2.405115
+2023-02-12 19:22:15,493 - INFO - [Train] step: 49799, loss_mpn: 0.024528, loss_rec: 0.025170, loss_semantic: 0.337759, loss_idmrf: 0.678765, loss_adv_gen: -118.921303
+2023-02-12 19:22:44,776 - INFO - [Train] step: 49899, loss_adv_disc: -1.891388
+2023-02-12 19:22:44,986 - INFO - [Train] step: 49899, loss_mpn: 0.008405, loss_rec: 0.020370, loss_semantic: 0.320439, loss_idmrf: 0.848666, loss_adv_gen: -105.076233
+2023-02-12 19:23:14,271 - INFO - [Train] step: 49999, loss_adv_disc: -2.304527
+2023-02-12 19:23:14,481 - INFO - [Train] step: 49999, loss_mpn: 0.009999, loss_rec: 0.018110, loss_semantic: 0.288790, loss_idmrf: 1.133276, loss_adv_gen: -90.463264
+2023-02-12 19:23:51,646 - INFO - [Eval] step: 49999, bce: 0.237574, psnr: 29.165964, ssim: 0.958170
+2023-02-12 19:24:22,091 - INFO - [Train] step: 50099, loss_adv_disc: -2.001171
+2023-02-12 19:24:22,302 - INFO - [Train] step: 50099, loss_mpn: 0.047635, loss_rec: 0.026544, loss_semantic: 0.338304, loss_idmrf: 1.879916, loss_adv_gen: -121.646629
+2023-02-12 19:24:51,592 - INFO - [Train] step: 50199, loss_adv_disc: -2.856881
+2023-02-12 19:24:51,802 - INFO - [Train] step: 50199, loss_mpn: 0.021989, loss_rec: 0.027053, loss_semantic: 0.340269, loss_idmrf: 1.022191, loss_adv_gen: -93.539017
+2023-02-12 19:25:21,096 - INFO - [Train] step: 50299, loss_adv_disc: -2.231465
+2023-02-12 19:25:21,305 - INFO - [Train] step: 50299, loss_mpn: 0.019300, loss_rec: 0.026914, loss_semantic: 0.345281, loss_idmrf: 0.733344, loss_adv_gen: -95.962479
+2023-02-12 19:25:50,594 - INFO - [Train] step: 50399, loss_adv_disc: -0.926012
+2023-02-12 19:25:50,803 - INFO - [Train] step: 50399, loss_mpn: 0.031686, loss_rec: 0.033401, loss_semantic: 0.429037, loss_idmrf: 2.494897, loss_adv_gen: -103.491386
+2023-02-12 19:26:20,097 - INFO - [Train] step: 50499, loss_adv_disc: -1.408277
+2023-02-12 19:26:20,307 - INFO - [Train] step: 50499, loss_mpn: 0.009078, loss_rec: 0.022229, loss_semantic: 0.294701, loss_idmrf: 1.018939, loss_adv_gen: -119.406174
+2023-02-12 19:26:49,598 - INFO - [Train] step: 50599, loss_adv_disc: -1.290804
+2023-02-12 19:26:49,807 - INFO - [Train] step: 50599, loss_mpn: 0.007198, loss_rec: 0.021514, loss_semantic: 0.311719, loss_idmrf: 0.734038, loss_adv_gen: -108.808784
+2023-02-12 19:27:19,101 - INFO - [Train] step: 50699, loss_adv_disc: -1.856999
+2023-02-12 19:27:19,312 - INFO - [Train] step: 50699, loss_mpn: 0.017984, loss_rec: 0.028954, loss_semantic: 0.364044, loss_idmrf: 1.311383, loss_adv_gen: -106.070358
+2023-02-12 19:27:48,608 - INFO - [Train] step: 50799, loss_adv_disc: -2.041158
+2023-02-12 19:27:48,817 - INFO - [Train] step: 50799, loss_mpn: 0.014557, loss_rec: 0.026508, loss_semantic: 0.320085, loss_idmrf: 1.399252, loss_adv_gen: -89.975098
+2023-02-12 19:28:18,102 - INFO - [Train] step: 50899, loss_adv_disc: -1.249380
+2023-02-12 19:28:18,312 - INFO - [Train] step: 50899, loss_mpn: 0.009905, loss_rec: 0.017467, loss_semantic: 0.313422, loss_idmrf: 1.073002, loss_adv_gen: -92.294327
+2023-02-12 19:28:47,613 - INFO - [Train] step: 50999, loss_adv_disc: -2.591040
+2023-02-12 19:28:47,823 - INFO - [Train] step: 50999, loss_mpn: 0.005041, loss_rec: 0.020469, loss_semantic: 0.315484, loss_idmrf: 1.245167, loss_adv_gen: -141.676514
+2023-02-12 19:29:25,017 - INFO - [Eval] step: 50999, bce: 0.290225, psnr: 29.225630, ssim: 0.958155
+2023-02-12 19:29:55,373 - INFO - [Train] step: 51099, loss_adv_disc: -0.296963
+2023-02-12 19:29:55,581 - INFO - [Train] step: 51099, loss_mpn: 0.002948, loss_rec: 0.013134, loss_semantic: 0.234765, loss_idmrf: 0.667699, loss_adv_gen: -110.895996
+2023-02-12 19:30:24,889 - INFO - [Train] step: 51199, loss_adv_disc: -1.859794
+2023-02-12 19:30:25,099 - INFO - [Train] step: 51199, loss_mpn: 0.015886, loss_rec: 0.019499, loss_semantic: 0.322512, loss_idmrf: 0.820203, loss_adv_gen: -51.577698
+2023-02-12 19:30:54,391 - INFO - [Train] step: 51299, loss_adv_disc: -0.914640
+2023-02-12 19:30:54,602 - INFO - [Train] step: 51299, loss_mpn: 0.008771, loss_rec: 0.018173, loss_semantic: 0.292171, loss_idmrf: 1.109373, loss_adv_gen: -108.367790
+2023-02-12 19:31:23,892 - INFO - [Train] step: 51399, loss_adv_disc: -1.505065
+2023-02-12 19:31:24,102 - INFO - [Train] step: 51399, loss_mpn: 0.024423, loss_rec: 0.029507, loss_semantic: 0.416032, loss_idmrf: 1.132402, loss_adv_gen: -97.583214
+2023-02-12 19:31:53,393 - INFO - [Train] step: 51499, loss_adv_disc: -1.740486
+2023-02-12 19:31:53,602 - INFO - [Train] step: 51499, loss_mpn: 0.013225, loss_rec: 0.024096, loss_semantic: 0.355078, loss_idmrf: 0.755905, loss_adv_gen: -78.277763
+2023-02-12 19:32:22,874 - INFO - [Train] step: 51599, loss_adv_disc: -2.212143
+2023-02-12 19:32:23,083 - INFO - [Train] step: 51599, loss_mpn: 0.006431, loss_rec: 0.021055, loss_semantic: 0.318535, loss_idmrf: 1.391105, loss_adv_gen: -83.720169
+2023-02-12 19:32:52,373 - INFO - [Train] step: 51699, loss_adv_disc: -2.427145
+2023-02-12 19:32:52,583 - INFO - [Train] step: 51699, loss_mpn: 0.031171, loss_rec: 0.044173, loss_semantic: 0.473553, loss_idmrf: 1.950138, loss_adv_gen: -101.120438
+2023-02-12 19:33:21,862 - INFO - [Train] step: 51799, loss_adv_disc: -2.071866
+2023-02-12 19:33:22,071 - INFO - [Train] step: 51799, loss_mpn: 0.017028, loss_rec: 0.018801, loss_semantic: 0.314657, loss_idmrf: 1.090089, loss_adv_gen: -139.193634
+2023-02-12 19:33:51,364 - INFO - [Train] step: 51899, loss_adv_disc: -1.078505
+2023-02-12 19:33:51,573 - INFO - [Train] step: 51899, loss_mpn: 0.009584, loss_rec: 0.022450, loss_semantic: 0.314745, loss_idmrf: 1.011526, loss_adv_gen: -94.887955
+2023-02-12 19:34:20,861 - INFO - [Train] step: 51999, loss_adv_disc: -2.614354
+2023-02-12 19:34:21,070 - INFO - [Train] step: 51999, loss_mpn: 0.015752, loss_rec: 0.025212, loss_semantic: 0.369025, loss_idmrf: 1.345729, loss_adv_gen: -77.325150
+2023-02-12 19:34:58,222 - INFO - [Eval] step: 51999, bce: 0.237634, psnr: 29.204573, ssim: 0.957058
+2023-02-12 19:35:28,550 - INFO - [Train] step: 52099, loss_adv_disc: -3.470388
+2023-02-12 19:35:28,759 - INFO - [Train] step: 52099, loss_mpn: 0.014506, loss_rec: 0.025014, loss_semantic: 0.380965, loss_idmrf: 1.132447, loss_adv_gen: -103.448784
+2023-02-12 19:35:58,055 - INFO - [Train] step: 52199, loss_adv_disc: -2.390130
+2023-02-12 19:35:58,264 - INFO - [Train] step: 52199, loss_mpn: 0.005173, loss_rec: 0.020688, loss_semantic: 0.271054, loss_idmrf: 0.777588, loss_adv_gen: -76.866959
+2023-02-12 19:36:27,558 - INFO - [Train] step: 52299, loss_adv_disc: -2.220291
+2023-02-12 19:36:27,768 - INFO - [Train] step: 52299, loss_mpn: 0.010095, loss_rec: 0.021063, loss_semantic: 0.316981, loss_idmrf: 0.713110, loss_adv_gen: -93.158508
+2023-02-12 19:36:57,052 - INFO - [Train] step: 52399, loss_adv_disc: -4.567639
+2023-02-12 19:36:57,262 - INFO - [Train] step: 52399, loss_mpn: 0.016775, loss_rec: 0.034063, loss_semantic: 0.413122, loss_idmrf: 1.014567, loss_adv_gen: -69.823128
+2023-02-12 19:37:26,553 - INFO - [Train] step: 52499, loss_adv_disc: -1.524404
+2023-02-12 19:37:26,762 - INFO - [Train] step: 52499, loss_mpn: 0.009501, loss_rec: 0.020885, loss_semantic: 0.314040, loss_idmrf: 1.669734, loss_adv_gen: -123.930260
+2023-02-12 19:37:56,244 - INFO - [Train] step: 52599, loss_adv_disc: -1.203200
+2023-02-12 19:37:56,453 - INFO - [Train] step: 52599, loss_mpn: 0.010196, loss_rec: 0.021607, loss_semantic: 0.328519, loss_idmrf: 1.239409, loss_adv_gen: -79.519554
+2023-02-12 19:38:25,754 - INFO - [Train] step: 52699, loss_adv_disc: -1.388450
+2023-02-12 19:38:25,963 - INFO - [Train] step: 52699, loss_mpn: 0.009088, loss_rec: 0.015277, loss_semantic: 0.258647, loss_idmrf: 0.871864, loss_adv_gen: -112.233932
+2023-02-12 19:38:55,242 - INFO - [Train] step: 52799, loss_adv_disc: -1.926094
+2023-02-12 19:38:55,451 - INFO - [Train] step: 52799, loss_mpn: 0.012140, loss_rec: 0.021482, loss_semantic: 0.336949, loss_idmrf: 0.705970, loss_adv_gen: -87.094269
+2023-02-12 19:39:24,752 - INFO - [Train] step: 52899, loss_adv_disc: -2.244455
+2023-02-12 19:39:24,961 - INFO - [Train] step: 52899, loss_mpn: 0.010007, loss_rec: 0.027126, loss_semantic: 0.362129, loss_idmrf: 2.374722, loss_adv_gen: -64.410789
+2023-02-12 19:39:54,268 - INFO - [Train] step: 52999, loss_adv_disc: -1.290132
+2023-02-12 19:39:54,477 - INFO - [Train] step: 52999, loss_mpn: 0.008291, loss_rec: 0.018043, loss_semantic: 0.305350, loss_idmrf: 0.957197, loss_adv_gen: -88.424088
+2023-02-12 19:40:31,670 - INFO - [Eval] step: 52999, bce: 0.212212, psnr: 29.239985, ssim: 0.958323
+2023-02-12 19:41:02,008 - INFO - [Train] step: 53099, loss_adv_disc: -2.975368
+2023-02-12 19:41:02,217 - INFO - [Train] step: 53099, loss_mpn: 0.012638, loss_rec: 0.032605, loss_semantic: 0.442783, loss_idmrf: 2.058745, loss_adv_gen: -102.036270
+2023-02-12 19:41:31,515 - INFO - [Train] step: 53199, loss_adv_disc: -2.679386
+2023-02-12 19:41:31,724 - INFO - [Train] step: 53199, loss_mpn: 0.011432, loss_rec: 0.023636, loss_semantic: 0.318617, loss_idmrf: 0.829440, loss_adv_gen: -65.284554
+2023-02-12 19:42:01,006 - INFO - [Train] step: 53299, loss_adv_disc: -2.855863
+2023-02-12 19:42:01,215 - INFO - [Train] step: 53299, loss_mpn: 0.011267, loss_rec: 0.023803, loss_semantic: 0.361230, loss_idmrf: 1.187395, loss_adv_gen: -120.994247
+2023-02-12 19:42:30,529 - INFO - [Train] step: 53399, loss_adv_disc: -3.007375
+2023-02-12 19:42:30,740 - INFO - [Train] step: 53399, loss_mpn: 0.009373, loss_rec: 0.023529, loss_semantic: 0.312531, loss_idmrf: 1.221707, loss_adv_gen: -103.945496
+2023-02-12 19:43:00,034 - INFO - [Train] step: 53499, loss_adv_disc: -3.264826
+2023-02-12 19:43:00,243 - INFO - [Train] step: 53499, loss_mpn: 0.008781, loss_rec: 0.026541, loss_semantic: 0.360730, loss_idmrf: 0.365465, loss_adv_gen: -82.115341
+2023-02-12 19:43:29,541 - INFO - [Train] step: 53599, loss_adv_disc: -1.153496
+2023-02-12 19:43:29,749 - INFO - [Train] step: 53599, loss_mpn: 0.008889, loss_rec: 0.021301, loss_semantic: 0.296351, loss_idmrf: 1.179010, loss_adv_gen: -67.186821
+2023-02-12 19:43:59,034 - INFO - [Train] step: 53699, loss_adv_disc: -0.712955
+2023-02-12 19:43:59,244 - INFO - [Train] step: 53699, loss_mpn: 0.010560, loss_rec: 0.015322, loss_semantic: 0.270433, loss_idmrf: 0.775553, loss_adv_gen: -95.843857
+2023-02-12 19:44:28,532 - INFO - [Train] step: 53799, loss_adv_disc: -2.854035
+2023-02-12 19:44:28,742 - INFO - [Train] step: 53799, loss_mpn: 0.015267, loss_rec: 0.025011, loss_semantic: 0.360371, loss_idmrf: 1.003648, loss_adv_gen: -79.051071
+2023-02-12 19:44:58,036 - INFO - [Train] step: 53899, loss_adv_disc: -2.448479
+2023-02-12 19:44:58,245 - INFO - [Train] step: 53899, loss_mpn: 0.025840, loss_rec: 0.030666, loss_semantic: 0.446619, loss_idmrf: 1.302438, loss_adv_gen: -74.798492
+2023-02-12 19:45:27,539 - INFO - [Train] step: 53999, loss_adv_disc: -4.222551
+2023-02-12 19:45:27,748 - INFO - [Train] step: 53999, loss_mpn: 0.027270, loss_rec: 0.026375, loss_semantic: 0.343316, loss_idmrf: 0.869948, loss_adv_gen: -65.655663
+2023-02-12 19:46:04,911 - INFO - [Eval] step: 53999, bce: 0.214767, psnr: 29.448793, ssim: 0.958135
+2023-02-12 19:46:35,436 - INFO - [Train] step: 54099, loss_adv_disc: -1.364628
+2023-02-12 19:46:35,646 - INFO - [Train] step: 54099, loss_mpn: 0.020148, loss_rec: 0.023998, loss_semantic: 0.384975, loss_idmrf: 1.673068, loss_adv_gen: -66.475525
+2023-02-12 19:47:04,954 - INFO - [Train] step: 54199, loss_adv_disc: -0.994695
+2023-02-12 19:47:05,163 - INFO - [Train] step: 54199, loss_mpn: 0.011587, loss_rec: 0.017862, loss_semantic: 0.283356, loss_idmrf: 0.850865, loss_adv_gen: -74.708221
+2023-02-12 19:47:34,461 - INFO - [Train] step: 54299, loss_adv_disc: -1.910192
+2023-02-12 19:47:34,670 - INFO - [Train] step: 54299, loss_mpn: 0.013402, loss_rec: 0.019706, loss_semantic: 0.299295, loss_idmrf: 1.083163, loss_adv_gen: -114.929352
+2023-02-12 19:48:03,972 - INFO - [Train] step: 54399, loss_adv_disc: -3.115757
+2023-02-12 19:48:04,181 - INFO - [Train] step: 54399, loss_mpn: 0.012010, loss_rec: 0.023797, loss_semantic: 0.354180, loss_idmrf: 0.678295, loss_adv_gen: -91.600525
+2023-02-12 19:48:33,477 - INFO - [Train] step: 54499, loss_adv_disc: -1.065683
+2023-02-12 19:48:33,687 - INFO - [Train] step: 54499, loss_mpn: 0.008158, loss_rec: 0.012532, loss_semantic: 0.237641, loss_idmrf: 0.742880, loss_adv_gen: -98.203590
+2023-02-12 19:49:02,982 - INFO - [Train] step: 54599, loss_adv_disc: -1.416939
+2023-02-12 19:49:03,192 - INFO - [Train] step: 54599, loss_mpn: 0.007111, loss_rec: 0.020124, loss_semantic: 0.318212, loss_idmrf: 1.238653, loss_adv_gen: -92.879845
+2023-02-12 19:49:32,489 - INFO - [Train] step: 54699, loss_adv_disc: -3.411561
+2023-02-12 19:49:32,698 - INFO - [Train] step: 54699, loss_mpn: 0.018246, loss_rec: 0.030389, loss_semantic: 0.409694, loss_idmrf: 2.028714, loss_adv_gen: -104.348022
+2023-02-12 19:50:01,985 - INFO - [Train] step: 54799, loss_adv_disc: -3.946653
+2023-02-12 19:50:02,194 - INFO - [Train] step: 54799, loss_mpn: 0.040976, loss_rec: 0.048790, loss_semantic: 0.528529, loss_idmrf: 1.803460, loss_adv_gen: -111.905914
+2023-02-12 19:50:31,479 - INFO - [Train] step: 54899, loss_adv_disc: -1.838722
+2023-02-12 19:50:31,688 - INFO - [Train] step: 54899, loss_mpn: 0.016595, loss_rec: 0.014711, loss_semantic: 0.248383, loss_idmrf: 0.660278, loss_adv_gen: -105.343994
+2023-02-12 19:51:00,976 - INFO - [Train] step: 54999, loss_adv_disc: -2.886314
+2023-02-12 19:51:01,185 - INFO - [Train] step: 54999, loss_mpn: 0.016061, loss_rec: 0.029713, loss_semantic: 0.351803, loss_idmrf: 0.655793, loss_adv_gen: -57.752594
+2023-02-12 19:51:38,372 - INFO - [Eval] step: 54999, bce: 0.187451, psnr: 29.354498, ssim: 0.958257
+2023-02-12 19:52:08,833 - INFO - [Train] step: 55099, loss_adv_disc: -1.533258
+2023-02-12 19:52:09,042 - INFO - [Train] step: 55099, loss_mpn: 0.015485, loss_rec: 0.016981, loss_semantic: 0.301325, loss_idmrf: 0.751906, loss_adv_gen: -105.179306
+2023-02-12 19:52:38,349 - INFO - [Train] step: 55199, loss_adv_disc: -3.465842
+2023-02-12 19:52:38,558 - INFO - [Train] step: 55199, loss_mpn: 0.012754, loss_rec: 0.030780, loss_semantic: 0.383153, loss_idmrf: 1.355478, loss_adv_gen: -78.447098
+2023-02-12 19:53:07,845 - INFO - [Train] step: 55299, loss_adv_disc: -3.589386
+2023-02-12 19:53:08,054 - INFO - [Train] step: 55299, loss_mpn: 0.011801, loss_rec: 0.021169, loss_semantic: 0.301335, loss_idmrf: 0.648533, loss_adv_gen: -66.107346
+2023-02-12 19:53:37,359 - INFO - [Train] step: 55399, loss_adv_disc: -0.444913
+2023-02-12 19:53:37,568 - INFO - [Train] step: 55399, loss_mpn: 0.006815, loss_rec: 0.016888, loss_semantic: 0.291594, loss_idmrf: 1.143174, loss_adv_gen: -57.573685
+2023-02-12 19:54:06,861 - INFO - [Train] step: 55499, loss_adv_disc: -0.849530
+2023-02-12 19:54:07,070 - INFO - [Train] step: 55499, loss_mpn: 0.035110, loss_rec: 0.023963, loss_semantic: 0.329210, loss_idmrf: 0.966587, loss_adv_gen: -90.655457
+2023-02-12 19:54:36,375 - INFO - [Train] step: 55599, loss_adv_disc: -2.464707
+2023-02-12 19:54:36,585 - INFO - [Train] step: 55599, loss_mpn: 0.016308, loss_rec: 0.018391, loss_semantic: 0.288575, loss_idmrf: 0.786954, loss_adv_gen: -88.950851
+2023-02-12 19:55:05,881 - INFO - [Train] step: 55699, loss_adv_disc: -4.033987
+2023-02-12 19:55:06,090 - INFO - [Train] step: 55699, loss_mpn: 0.017409, loss_rec: 0.033368, loss_semantic: 0.404971, loss_idmrf: 1.066720, loss_adv_gen: -98.599152
+2023-02-12 19:55:35,399 - INFO - [Train] step: 55799, loss_adv_disc: -3.560221
+2023-02-12 19:55:35,607 - INFO - [Train] step: 55799, loss_mpn: 0.020592, loss_rec: 0.027303, loss_semantic: 0.327827, loss_idmrf: 0.871356, loss_adv_gen: -105.081360
+2023-02-12 19:56:04,907 - INFO - [Train] step: 55899, loss_adv_disc: -3.305433
+2023-02-12 19:56:05,116 - INFO - [Train] step: 55899, loss_mpn: 0.020567, loss_rec: 0.027804, loss_semantic: 0.367570, loss_idmrf: 0.845386, loss_adv_gen: -88.347977
+2023-02-12 19:56:34,417 - INFO - [Train] step: 55999, loss_adv_disc: -1.323038
+2023-02-12 19:56:34,626 - INFO - [Train] step: 55999, loss_mpn: 0.013041, loss_rec: 0.018861, loss_semantic: 0.312818, loss_idmrf: 1.000875, loss_adv_gen: -57.947937
+2023-02-12 19:57:11,790 - INFO - [Eval] step: 55999, bce: 0.187632, psnr: 29.502460, ssim: 0.958651
+2023-02-12 19:57:42,338 - INFO - [Train] step: 56099, loss_adv_disc: -2.082334
+2023-02-12 19:57:42,547 - INFO - [Train] step: 56099, loss_mpn: 0.007763, loss_rec: 0.019574, loss_semantic: 0.290304, loss_idmrf: 0.708374, loss_adv_gen: -78.708603
+2023-02-12 19:58:11,856 - INFO - [Train] step: 56199, loss_adv_disc: -4.655578
+2023-02-12 19:58:12,067 - INFO - [Train] step: 56199, loss_mpn: 0.016059, loss_rec: 0.034596, loss_semantic: 0.377282, loss_idmrf: 1.203077, loss_adv_gen: -90.103912
+2023-02-12 19:58:41,382 - INFO - [Train] step: 56299, loss_adv_disc: -1.711516
+2023-02-12 19:58:41,591 - INFO - [Train] step: 56299, loss_mpn: 0.014362, loss_rec: 0.029764, loss_semantic: 0.339368, loss_idmrf: 1.080772, loss_adv_gen: -73.854462
+2023-02-12 19:59:10,899 - INFO - [Train] step: 56399, loss_adv_disc: -0.968657
+2023-02-12 19:59:11,107 - INFO - [Train] step: 56399, loss_mpn: 0.003675, loss_rec: 0.014704, loss_semantic: 0.254786, loss_idmrf: 0.513764, loss_adv_gen: -110.156570
+2023-02-12 19:59:40,413 - INFO - [Train] step: 56499, loss_adv_disc: -1.634028
+2023-02-12 19:59:40,623 - INFO - [Train] step: 56499, loss_mpn: 0.008245, loss_rec: 0.021549, loss_semantic: 0.328980, loss_idmrf: 1.381191, loss_adv_gen: -83.735260
+2023-02-12 20:00:09,916 - INFO - [Train] step: 56599, loss_adv_disc: -2.758683
+2023-02-12 20:00:10,126 - INFO - [Train] step: 56599, loss_mpn: 0.011223, loss_rec: 0.024394, loss_semantic: 0.345085, loss_idmrf: 1.576615, loss_adv_gen: -81.840546
+2023-02-12 20:00:39,413 - INFO - [Train] step: 56699, loss_adv_disc: -2.262849
+2023-02-12 20:00:39,623 - INFO - [Train] step: 56699, loss_mpn: 0.015749, loss_rec: 0.021547, loss_semantic: 0.336734, loss_idmrf: 0.806564, loss_adv_gen: -68.612915
+2023-02-12 20:01:08,918 - INFO - [Train] step: 56799, loss_adv_disc: -2.795112
+2023-02-12 20:01:09,129 - INFO - [Train] step: 56799, loss_mpn: 0.021247, loss_rec: 0.028694, loss_semantic: 0.380349, loss_idmrf: 1.434934, loss_adv_gen: -71.875458
+2023-02-12 20:01:38,425 - INFO - [Train] step: 56899, loss_adv_disc: -0.868286
+2023-02-12 20:01:38,636 - INFO - [Train] step: 56899, loss_mpn: 0.015993, loss_rec: 0.020003, loss_semantic: 0.331811, loss_idmrf: 1.457388, loss_adv_gen: -58.831833
+2023-02-12 20:02:07,926 - INFO - [Train] step: 56999, loss_adv_disc: -0.789754
+2023-02-12 20:02:08,134 - INFO - [Train] step: 56999, loss_mpn: 0.016638, loss_rec: 0.021772, loss_semantic: 0.344716, loss_idmrf: 1.508822, loss_adv_gen: -74.623550
+2023-02-12 20:02:45,290 - INFO - [Eval] step: 56999, bce: 0.227397, psnr: 29.391455, ssim: 0.958339
+2023-02-12 20:03:15,626 - INFO - [Train] step: 57099, loss_adv_disc: -2.761654
+2023-02-12 20:03:15,835 - INFO - [Train] step: 57099, loss_mpn: 0.009793, loss_rec: 0.024114, loss_semantic: 0.355766, loss_idmrf: 0.817144, loss_adv_gen: -116.768173
+2023-02-12 20:03:45,138 - INFO - [Train] step: 57199, loss_adv_disc: -2.712404
+2023-02-12 20:03:45,347 - INFO - [Train] step: 57199, loss_mpn: 0.018073, loss_rec: 0.029034, loss_semantic: 0.364290, loss_idmrf: 1.789201, loss_adv_gen: -60.002716
+2023-02-12 20:04:14,656 - INFO - [Train] step: 57299, loss_adv_disc: -1.350332
+2023-02-12 20:04:14,866 - INFO - [Train] step: 57299, loss_mpn: 0.010033, loss_rec: 0.023826, loss_semantic: 0.356732, loss_idmrf: 1.198814, loss_adv_gen: -67.250397
+2023-02-12 20:04:44,155 - INFO - [Train] step: 57399, loss_adv_disc: -2.416155
+2023-02-12 20:04:44,364 - INFO - [Train] step: 57399, loss_mpn: 0.013665, loss_rec: 0.020868, loss_semantic: 0.367269, loss_idmrf: 2.106461, loss_adv_gen: -95.285416
+2023-02-12 20:05:13,663 - INFO - [Train] step: 57499, loss_adv_disc: -1.196605
+2023-02-12 20:05:13,872 - INFO - [Train] step: 57499, loss_mpn: 0.012793, loss_rec: 0.016853, loss_semantic: 0.280076, loss_idmrf: 0.626047, loss_adv_gen: -40.531693
+2023-02-12 20:05:43,172 - INFO - [Train] step: 57599, loss_adv_disc: -2.223887
+2023-02-12 20:05:43,382 - INFO - [Train] step: 57599, loss_mpn: 0.014655, loss_rec: 0.022555, loss_semantic: 0.316974, loss_idmrf: 1.277864, loss_adv_gen: -100.258362
+2023-02-12 20:06:12,684 - INFO - [Train] step: 57699, loss_adv_disc: -2.962488
+2023-02-12 20:06:12,894 - INFO - [Train] step: 57699, loss_mpn: 0.010846, loss_rec: 0.023274, loss_semantic: 0.341277, loss_idmrf: 1.869294, loss_adv_gen: -127.701057
+2023-02-12 20:06:42,188 - INFO - [Train] step: 57799, loss_adv_disc: -0.885595
+2023-02-12 20:06:42,397 - INFO - [Train] step: 57799, loss_mpn: 0.018584, loss_rec: 0.022804, loss_semantic: 0.375528, loss_idmrf: 1.218095, loss_adv_gen: -93.293213
+2023-02-12 20:07:11,693 - INFO - [Train] step: 57899, loss_adv_disc: -1.538133
+2023-02-12 20:07:11,902 - INFO - [Train] step: 57899, loss_mpn: 0.013996, loss_rec: 0.020593, loss_semantic: 0.328018, loss_idmrf: 1.170421, loss_adv_gen: -106.219528
+2023-02-12 20:07:41,206 - INFO - [Train] step: 57999, loss_adv_disc: -2.256503
+2023-02-12 20:07:41,416 - INFO - [Train] step: 57999, loss_mpn: 0.032725, loss_rec: 0.031700, loss_semantic: 0.431627, loss_idmrf: 1.417008, loss_adv_gen: -79.556915
+2023-02-12 20:08:18,583 - INFO - [Eval] step: 57999, bce: 0.227314, psnr: 29.398300, ssim: 0.958094
+2023-02-12 20:08:48,927 - INFO - [Train] step: 58099, loss_adv_disc: -2.380032
+2023-02-12 20:08:49,136 - INFO - [Train] step: 58099, loss_mpn: 0.012436, loss_rec: 0.018568, loss_semantic: 0.307035, loss_idmrf: 1.102854, loss_adv_gen: -77.851387
+2023-02-12 20:09:18,435 - INFO - [Train] step: 58199, loss_adv_disc: -1.628753
+2023-02-12 20:09:18,646 - INFO - [Train] step: 58199, loss_mpn: 0.014636, loss_rec: 0.018766, loss_semantic: 0.292987, loss_idmrf: 0.811472, loss_adv_gen: -89.222725
+2023-02-12 20:09:47,946 - INFO - [Train] step: 58299, loss_adv_disc: -2.451613
+2023-02-12 20:09:48,155 - INFO - [Train] step: 58299, loss_mpn: 0.011714, loss_rec: 0.023199, loss_semantic: 0.337949, loss_idmrf: 0.987955, loss_adv_gen: -87.135071
+2023-02-12 20:10:17,452 - INFO - [Train] step: 58399, loss_adv_disc: -1.320832
+2023-02-12 20:10:17,661 - INFO - [Train] step: 58399, loss_mpn: 0.015208, loss_rec: 0.021054, loss_semantic: 0.318262, loss_idmrf: 0.818400, loss_adv_gen: -93.065689
+2023-02-12 20:10:46,942 - INFO - [Train] step: 58499, loss_adv_disc: -2.424925
+2023-02-12 20:10:47,152 - INFO - [Train] step: 58499, loss_mpn: 0.019880, loss_rec: 0.020395, loss_semantic: 0.326860, loss_idmrf: 0.725335, loss_adv_gen: -132.200989
+2023-02-12 20:11:16,444 - INFO - [Train] step: 58599, loss_adv_disc: -2.163678
+2023-02-12 20:11:16,653 - INFO - [Train] step: 58599, loss_mpn: 0.007345, loss_rec: 0.019984, loss_semantic: 0.308711, loss_idmrf: 0.656295, loss_adv_gen: -97.064125
+2023-02-12 20:11:45,942 - INFO - [Train] step: 58699, loss_adv_disc: -2.172320
+2023-02-12 20:11:46,151 - INFO - [Train] step: 58699, loss_mpn: 0.019341, loss_rec: 0.020081, loss_semantic: 0.301307, loss_idmrf: 1.147762, loss_adv_gen: -69.637413
+2023-02-12 20:12:15,450 - INFO - [Train] step: 58799, loss_adv_disc: -2.398038
+2023-02-12 20:12:15,659 - INFO - [Train] step: 58799, loss_mpn: 0.012404, loss_rec: 0.024142, loss_semantic: 0.366488, loss_idmrf: 0.639623, loss_adv_gen: -93.978035
+2023-02-12 20:12:44,958 - INFO - [Train] step: 58899, loss_adv_disc: -1.669145
+2023-02-12 20:12:45,167 - INFO - [Train] step: 58899, loss_mpn: 0.011152, loss_rec: 0.024529, loss_semantic: 0.352448, loss_idmrf: 1.038370, loss_adv_gen: -97.385864
+2023-02-12 20:13:14,457 - INFO - [Train] step: 58999, loss_adv_disc: -0.343768
+2023-02-12 20:13:14,667 - INFO - [Train] step: 58999, loss_mpn: 0.005202, loss_rec: 0.014032, loss_semantic: 0.272366, loss_idmrf: 1.193827, loss_adv_gen: -81.807922
+2023-02-12 20:13:51,847 - INFO - [Eval] step: 58999, bce: 0.222707, psnr: 29.370173, ssim: 0.958634
+2023-02-12 20:14:22,187 - INFO - [Train] step: 59099, loss_adv_disc: -2.458357
+2023-02-12 20:14:22,396 - INFO - [Train] step: 59099, loss_mpn: 0.014192, loss_rec: 0.023307, loss_semantic: 0.347817, loss_idmrf: 1.364341, loss_adv_gen: -74.272797
+2023-02-12 20:14:51,691 - INFO - [Train] step: 59199, loss_adv_disc: -0.302998
+2023-02-12 20:14:51,902 - INFO - [Train] step: 59199, loss_mpn: 0.016307, loss_rec: 0.024369, loss_semantic: 0.373546, loss_idmrf: 1.060199, loss_adv_gen: -120.296944
+2023-02-12 20:15:21,206 - INFO - [Train] step: 59299, loss_adv_disc: -1.755460
+2023-02-12 20:15:21,416 - INFO - [Train] step: 59299, loss_mpn: 0.008886, loss_rec: 0.016614, loss_semantic: 0.262822, loss_idmrf: 0.669115, loss_adv_gen: -53.649994
+2023-02-12 20:15:50,712 - INFO - [Train] step: 59399, loss_adv_disc: -1.033675
+2023-02-12 20:15:50,922 - INFO - [Train] step: 59399, loss_mpn: 0.010227, loss_rec: 0.024849, loss_semantic: 0.318690, loss_idmrf: 1.509957, loss_adv_gen: -112.534660
+2023-02-12 20:16:20,217 - INFO - [Train] step: 59499, loss_adv_disc: -2.955933
+2023-02-12 20:16:20,427 - INFO - [Train] step: 59499, loss_mpn: 0.017206, loss_rec: 0.028843, loss_semantic: 0.376678, loss_idmrf: 1.224646, loss_adv_gen: -116.756096
+2023-02-12 20:16:49,716 - INFO - [Train] step: 59599, loss_adv_disc: -2.778207
+2023-02-12 20:16:49,925 - INFO - [Train] step: 59599, loss_mpn: 0.008924, loss_rec: 0.026379, loss_semantic: 0.347794, loss_idmrf: 1.999091, loss_adv_gen: -94.547531
+2023-02-12 20:17:19,425 - INFO - [Train] step: 59699, loss_adv_disc: -1.696153
+2023-02-12 20:17:19,635 - INFO - [Train] step: 59699, loss_mpn: 0.006386, loss_rec: 0.014135, loss_semantic: 0.236222, loss_idmrf: 0.958720, loss_adv_gen: -41.851273
+2023-02-12 20:17:48,922 - INFO - [Train] step: 59799, loss_adv_disc: -1.955612
+2023-02-12 20:17:49,132 - INFO - [Train] step: 59799, loss_mpn: 0.018486, loss_rec: 0.024579, loss_semantic: 0.362311, loss_idmrf: 1.577052, loss_adv_gen: -99.243805
+2023-02-12 20:18:18,434 - INFO - [Train] step: 59899, loss_adv_disc: -2.187907
+2023-02-12 20:18:18,643 - INFO - [Train] step: 59899, loss_mpn: 0.020480, loss_rec: 0.023331, loss_semantic: 0.372383, loss_idmrf: 1.526654, loss_adv_gen: -81.266197
+2023-02-12 20:18:47,942 - INFO - [Train] step: 59999, loss_adv_disc: -1.475896
+2023-02-12 20:18:48,151 - INFO - [Train] step: 59999, loss_mpn: 0.019685, loss_rec: 0.020596, loss_semantic: 0.289600, loss_idmrf: 1.476321, loss_adv_gen: -94.476212
+2023-02-12 20:19:25,315 - INFO - [Eval] step: 59999, bce: 0.294605, psnr: 29.210405, ssim: 0.958446
+2023-02-12 20:19:55,771 - INFO - [Train] step: 60099, loss_adv_disc: -4.445138
+2023-02-12 20:19:55,981 - INFO - [Train] step: 60099, loss_mpn: 0.009855, loss_rec: 0.023556, loss_semantic: 0.333127, loss_idmrf: 1.284974, loss_adv_gen: -47.594528
+2023-02-12 20:20:25,275 - INFO - [Train] step: 60199, loss_adv_disc: -1.911898
+2023-02-12 20:20:25,484 - INFO - [Train] step: 60199, loss_mpn: 0.012971, loss_rec: 0.019928, loss_semantic: 0.312153, loss_idmrf: 1.257880, loss_adv_gen: -66.287033
+2023-02-12 20:20:54,776 - INFO - [Train] step: 60299, loss_adv_disc: -2.587398
+2023-02-12 20:20:54,985 - INFO - [Train] step: 60299, loss_mpn: 0.018533, loss_rec: 0.025809, loss_semantic: 0.364575, loss_idmrf: 1.504420, loss_adv_gen: -70.975052
+2023-02-12 20:21:24,277 - INFO - [Train] step: 60399, loss_adv_disc: -1.135465
+2023-02-12 20:21:24,486 - INFO - [Train] step: 60399, loss_mpn: 0.011203, loss_rec: 0.017365, loss_semantic: 0.291439, loss_idmrf: 1.237777, loss_adv_gen: -84.856743
+2023-02-12 20:21:53,783 - INFO - [Train] step: 60499, loss_adv_disc: -1.112794
+2023-02-12 20:21:53,993 - INFO - [Train] step: 60499, loss_mpn: 0.004172, loss_rec: 0.012766, loss_semantic: 0.237006, loss_idmrf: 0.853736, loss_adv_gen: -101.836243
+2023-02-12 20:22:23,302 - INFO - [Train] step: 60599, loss_adv_disc: -0.455096
+2023-02-12 20:22:23,512 - INFO - [Train] step: 60599, loss_mpn: 0.014553, loss_rec: 0.020710, loss_semantic: 0.289077, loss_idmrf: 1.196774, loss_adv_gen: -83.260567
+2023-02-12 20:22:52,795 - INFO - [Train] step: 60699, loss_adv_disc: -1.318252
+2023-02-12 20:22:53,006 - INFO - [Train] step: 60699, loss_mpn: 0.003901, loss_rec: 0.015229, loss_semantic: 0.227469, loss_idmrf: 1.332391, loss_adv_gen: -94.741196
+2023-02-12 20:23:22,309 - INFO - [Train] step: 60799, loss_adv_disc: -2.564342
+2023-02-12 20:23:22,518 - INFO - [Train] step: 60799, loss_mpn: 0.021271, loss_rec: 0.023038, loss_semantic: 0.343042, loss_idmrf: 2.344107, loss_adv_gen: -55.702553
+2023-02-12 20:23:51,813 - INFO - [Train] step: 60899, loss_adv_disc: -1.988332
+2023-02-12 20:23:52,022 - INFO - [Train] step: 60899, loss_mpn: 0.011553, loss_rec: 0.022858, loss_semantic: 0.323586, loss_idmrf: 2.686563, loss_adv_gen: -55.407013
+2023-02-12 20:24:21,309 - INFO - [Train] step: 60999, loss_adv_disc: -1.780610
+2023-02-12 20:24:21,519 - INFO - [Train] step: 60999, loss_mpn: 0.011205, loss_rec: 0.021297, loss_semantic: 0.299008, loss_idmrf: 0.900403, loss_adv_gen: -75.799774
+2023-02-12 20:24:58,718 - INFO - [Eval] step: 60999, bce: 0.227459, psnr: 29.360298, ssim: 0.957763
+2023-02-12 20:25:29,055 - INFO - [Train] step: 61099, loss_adv_disc: -1.933060
+2023-02-12 20:25:29,266 - INFO - [Train] step: 61099, loss_mpn: 0.021871, loss_rec: 0.024718, loss_semantic: 0.355495, loss_idmrf: 1.837337, loss_adv_gen: -35.882965
+2023-02-12 20:25:58,559 - INFO - [Train] step: 61199, loss_adv_disc: -1.892022
+2023-02-12 20:25:58,768 - INFO - [Train] step: 61199, loss_mpn: 0.027481, loss_rec: 0.028273, loss_semantic: 0.373819, loss_idmrf: 1.440577, loss_adv_gen: -97.507858
+2023-02-12 20:26:28,062 - INFO - [Train] step: 61299, loss_adv_disc: -3.394790
+2023-02-12 20:26:28,271 - INFO - [Train] step: 61299, loss_mpn: 0.006460, loss_rec: 0.021970, loss_semantic: 0.311478, loss_idmrf: 0.702727, loss_adv_gen: -84.326775
+2023-02-12 20:26:57,554 - INFO - [Train] step: 61399, loss_adv_disc: -3.564257
+2023-02-12 20:26:57,763 - INFO - [Train] step: 61399, loss_mpn: 0.008657, loss_rec: 0.023075, loss_semantic: 0.300943, loss_idmrf: 0.893494, loss_adv_gen: -86.416351
+2023-02-12 20:27:27,055 - INFO - [Train] step: 61499, loss_adv_disc: -1.294622
+2023-02-12 20:27:27,266 - INFO - [Train] step: 61499, loss_mpn: 0.014906, loss_rec: 0.026015, loss_semantic: 0.385390, loss_idmrf: 1.396772, loss_adv_gen: -67.483665
+2023-02-12 20:27:56,552 - INFO - [Train] step: 61599, loss_adv_disc: -3.446497
+2023-02-12 20:27:56,763 - INFO - [Train] step: 61599, loss_mpn: 0.012878, loss_rec: 0.024672, loss_semantic: 0.351953, loss_idmrf: 0.955452, loss_adv_gen: -75.795654
+2023-02-12 20:28:26,060 - INFO - [Train] step: 61699, loss_adv_disc: -1.949156
+2023-02-12 20:28:26,269 - INFO - [Train] step: 61699, loss_mpn: 0.022376, loss_rec: 0.025792, loss_semantic: 0.399170, loss_idmrf: 2.766810, loss_adv_gen: -55.261978
+2023-02-12 20:28:55,559 - INFO - [Train] step: 61799, loss_adv_disc: -1.695251
+2023-02-12 20:28:55,768 - INFO - [Train] step: 61799, loss_mpn: 0.007467, loss_rec: 0.017843, loss_semantic: 0.298160, loss_idmrf: 0.966411, loss_adv_gen: -67.085068
+2023-02-12 20:29:25,071 - INFO - [Train] step: 61899, loss_adv_disc: -2.691393
+2023-02-12 20:29:25,280 - INFO - [Train] step: 61899, loss_mpn: 0.010678, loss_rec: 0.019842, loss_semantic: 0.310016, loss_idmrf: 1.737013, loss_adv_gen: -87.385956
+2023-02-12 20:29:54,577 - INFO - [Train] step: 61999, loss_adv_disc: -6.525076
+2023-02-12 20:29:54,788 - INFO - [Train] step: 61999, loss_mpn: 0.018335, loss_rec: 0.038500, loss_semantic: 0.458143, loss_idmrf: 1.262014, loss_adv_gen: -86.927711
+2023-02-12 20:30:31,954 - INFO - [Eval] step: 61999, bce: 0.207327, psnr: 29.306715, ssim: 0.958894
+2023-02-12 20:31:02,284 - INFO - [Train] step: 62099, loss_adv_disc: -2.654778
+2023-02-12 20:31:02,494 - INFO - [Train] step: 62099, loss_mpn: 0.012052, loss_rec: 0.022301, loss_semantic: 0.314478, loss_idmrf: 1.095222, loss_adv_gen: -46.431961
+2023-02-12 20:31:31,815 - INFO - [Train] step: 62199, loss_adv_disc: -1.044177
+2023-02-12 20:31:32,024 - INFO - [Train] step: 62199, loss_mpn: 0.010944, loss_rec: 0.020925, loss_semantic: 0.326426, loss_idmrf: 1.198376, loss_adv_gen: -23.568802
+2023-02-12 20:32:01,324 - INFO - [Train] step: 62299, loss_adv_disc: -2.465047
+2023-02-12 20:32:01,535 - INFO - [Train] step: 62299, loss_mpn: 0.007034, loss_rec: 0.019141, loss_semantic: 0.278972, loss_idmrf: 0.931390, loss_adv_gen: -71.468369
+2023-02-12 20:32:30,836 - INFO - [Train] step: 62399, loss_adv_disc: -2.557241
+2023-02-12 20:32:31,045 - INFO - [Train] step: 62399, loss_mpn: 0.021502, loss_rec: 0.024414, loss_semantic: 0.333618, loss_idmrf: 1.053975, loss_adv_gen: -72.943253
+2023-02-12 20:33:00,347 - INFO - [Train] step: 62499, loss_adv_disc: -1.476736
+2023-02-12 20:33:00,557 - INFO - [Train] step: 62499, loss_mpn: 0.013999, loss_rec: 0.025088, loss_semantic: 0.348540, loss_idmrf: 1.119727, loss_adv_gen: -62.634567
+2023-02-12 20:33:29,857 - INFO - [Train] step: 62599, loss_adv_disc: -1.633311
+2023-02-12 20:33:30,066 - INFO - [Train] step: 62599, loss_mpn: 0.011216, loss_rec: 0.016783, loss_semantic: 0.287028, loss_idmrf: 0.913877, loss_adv_gen: -67.804581
+2023-02-12 20:33:59,367 - INFO - [Train] step: 62699, loss_adv_disc: -0.799928
+2023-02-12 20:33:59,577 - INFO - [Train] step: 62699, loss_mpn: 0.015715, loss_rec: 0.020131, loss_semantic: 0.327887, loss_idmrf: 1.319197, loss_adv_gen: -63.491653
+2023-02-12 20:34:28,879 - INFO - [Train] step: 62799, loss_adv_disc: -1.870113
+2023-02-12 20:34:29,088 - INFO - [Train] step: 62799, loss_mpn: 0.008999, loss_rec: 0.023888, loss_semantic: 0.346071, loss_idmrf: 0.875023, loss_adv_gen: -34.726059
+2023-02-12 20:34:58,380 - INFO - [Train] step: 62899, loss_adv_disc: -3.187500
+2023-02-12 20:34:58,590 - INFO - [Train] step: 62899, loss_mpn: 0.011187, loss_rec: 0.022208, loss_semantic: 0.338415, loss_idmrf: 1.048016, loss_adv_gen: -57.468338
+2023-02-12 20:35:27,888 - INFO - [Train] step: 62999, loss_adv_disc: -2.497921
+2023-02-12 20:35:28,098 - INFO - [Train] step: 62999, loss_mpn: 0.008737, loss_rec: 0.018970, loss_semantic: 0.272150, loss_idmrf: 0.492711, loss_adv_gen: -65.404938
+2023-02-12 20:36:05,290 - INFO - [Eval] step: 62999, bce: 0.188681, psnr: 29.341843, ssim: 0.958179
+2023-02-12 20:36:35,600 - INFO - [Train] step: 63099, loss_adv_disc: -2.439116
+2023-02-12 20:36:35,809 - INFO - [Train] step: 63099, loss_mpn: 0.018291, loss_rec: 0.029292, loss_semantic: 0.380904, loss_idmrf: 1.097306, loss_adv_gen: -74.730591
+2023-02-12 20:37:05,112 - INFO - [Train] step: 63199, loss_adv_disc: -0.907376
+2023-02-12 20:37:05,321 - INFO - [Train] step: 63199, loss_mpn: 0.022502, loss_rec: 0.018327, loss_semantic: 0.347268, loss_idmrf: 1.358313, loss_adv_gen: -84.198227
+2023-02-12 20:37:34,622 - INFO - [Train] step: 63299, loss_adv_disc: -2.138724
+2023-02-12 20:37:34,831 - INFO - [Train] step: 63299, loss_mpn: 0.008526, loss_rec: 0.023349, loss_semantic: 0.338574, loss_idmrf: 1.171306, loss_adv_gen: -91.489304
+2023-02-12 20:38:04,110 - INFO - [Train] step: 63399, loss_adv_disc: -1.983230
+2023-02-12 20:38:04,319 - INFO - [Train] step: 63399, loss_mpn: 0.013409, loss_rec: 0.023461, loss_semantic: 0.325338, loss_idmrf: 1.292459, loss_adv_gen: -75.881638
+2023-02-12 20:38:33,613 - INFO - [Train] step: 63499, loss_adv_disc: -2.312161
+2023-02-12 20:38:33,823 - INFO - [Train] step: 63499, loss_mpn: 0.008897, loss_rec: 0.016473, loss_semantic: 0.281240, loss_idmrf: 0.840100, loss_adv_gen: -93.070404
+2023-02-12 20:39:03,123 - INFO - [Train] step: 63599, loss_adv_disc: -1.800785
+2023-02-12 20:39:03,335 - INFO - [Train] step: 63599, loss_mpn: 0.012079, loss_rec: 0.024364, loss_semantic: 0.325525, loss_idmrf: 1.194067, loss_adv_gen: -70.242859
+2023-02-12 20:39:32,639 - INFO - [Train] step: 63699, loss_adv_disc: -3.595148
+2023-02-12 20:39:32,848 - INFO - [Train] step: 63699, loss_mpn: 0.046786, loss_rec: 0.029651, loss_semantic: 0.346434, loss_idmrf: 1.699037, loss_adv_gen: -57.286613
+2023-02-12 20:40:02,154 - INFO - [Train] step: 63799, loss_adv_disc: -1.404692
+2023-02-12 20:40:02,364 - INFO - [Train] step: 63799, loss_mpn: 0.012211, loss_rec: 0.018689, loss_semantic: 0.266198, loss_idmrf: 1.230947, loss_adv_gen: -57.965668
+2023-02-12 20:40:31,670 - INFO - [Train] step: 63899, loss_adv_disc: -3.482700
+2023-02-12 20:40:31,879 - INFO - [Train] step: 63899, loss_mpn: 0.006405, loss_rec: 0.023345, loss_semantic: 0.310388, loss_idmrf: 0.734679, loss_adv_gen: -100.490631
+2023-02-12 20:41:01,167 - INFO - [Train] step: 63999, loss_adv_disc: -2.204623
+2023-02-12 20:41:01,377 - INFO - [Train] step: 63999, loss_mpn: 0.011057, loss_rec: 0.020058, loss_semantic: 0.327534, loss_idmrf: 0.686581, loss_adv_gen: -82.438423
+2023-02-12 20:41:38,545 - INFO - [Eval] step: 63999, bce: 0.240235, psnr: 29.201040, ssim: 0.958906
+2023-02-12 20:42:08,866 - INFO - [Train] step: 64099, loss_adv_disc: -4.937222
+2023-02-12 20:42:09,076 - INFO - [Train] step: 64099, loss_mpn: 0.030754, loss_rec: 0.038048, loss_semantic: 0.441849, loss_idmrf: 1.286017, loss_adv_gen: -92.748474
+2023-02-12 20:42:38,373 - INFO - [Train] step: 64199, loss_adv_disc: -1.606140
+2023-02-12 20:42:38,582 - INFO - [Train] step: 64199, loss_mpn: 0.015441, loss_rec: 0.026746, loss_semantic: 0.355930, loss_idmrf: 1.659739, loss_adv_gen: -116.125427
+2023-02-12 20:43:07,882 - INFO - [Train] step: 64299, loss_adv_disc: -3.056216
+2023-02-12 20:43:08,090 - INFO - [Train] step: 64299, loss_mpn: 0.015795, loss_rec: 0.026726, loss_semantic: 0.356020, loss_idmrf: 1.468450, loss_adv_gen: -83.122009
+2023-02-12 20:43:37,382 - INFO - [Train] step: 64399, loss_adv_disc: -0.639578
+2023-02-12 20:43:37,593 - INFO - [Train] step: 64399, loss_mpn: 0.011440, loss_rec: 0.019658, loss_semantic: 0.321466, loss_idmrf: 1.209082, loss_adv_gen: -71.584457
+2023-02-12 20:44:06,876 - INFO - [Train] step: 64499, loss_adv_disc: -1.749318
+2023-02-12 20:44:07,087 - INFO - [Train] step: 64499, loss_mpn: 0.007354, loss_rec: 0.018056, loss_semantic: 0.275412, loss_idmrf: 0.661474, loss_adv_gen: -55.107780
+2023-02-12 20:44:36,389 - INFO - [Train] step: 64599, loss_adv_disc: -1.844682
+2023-02-12 20:44:36,599 - INFO - [Train] step: 64599, loss_mpn: 0.017200, loss_rec: 0.024419, loss_semantic: 0.373415, loss_idmrf: 1.009859, loss_adv_gen: -32.814606
+2023-02-12 20:45:05,887 - INFO - [Train] step: 64699, loss_adv_disc: -2.140878
+2023-02-12 20:45:06,096 - INFO - [Train] step: 64699, loss_mpn: 0.015438, loss_rec: 0.019848, loss_semantic: 0.326161, loss_idmrf: 1.006193, loss_adv_gen: -51.328781
+2023-02-12 20:45:35,391 - INFO - [Train] step: 64799, loss_adv_disc: -4.264380
+2023-02-12 20:45:35,600 - INFO - [Train] step: 64799, loss_mpn: 0.042679, loss_rec: 0.057170, loss_semantic: 0.525425, loss_idmrf: 2.598725, loss_adv_gen: -64.887894
+2023-02-12 20:46:04,895 - INFO - [Train] step: 64899, loss_adv_disc: -0.744364
+2023-02-12 20:46:05,104 - INFO - [Train] step: 64899, loss_mpn: 0.007976, loss_rec: 0.018023, loss_semantic: 0.293331, loss_idmrf: 1.301613, loss_adv_gen: -83.579178
+2023-02-12 20:46:34,396 - INFO - [Train] step: 64999, loss_adv_disc: -0.893059
+2023-02-12 20:46:34,605 - INFO - [Train] step: 64999, loss_mpn: 0.015532, loss_rec: 0.023543, loss_semantic: 0.347162, loss_idmrf: 1.187006, loss_adv_gen: -95.316208
+2023-02-12 20:47:11,786 - INFO - [Eval] step: 64999, bce: 0.177505, psnr: 29.413471, ssim: 0.958802
+2023-02-12 20:47:42,232 - INFO - [Train] step: 65099, loss_adv_disc: -4.053308
+2023-02-12 20:47:42,441 - INFO - [Train] step: 65099, loss_mpn: 0.008651, loss_rec: 0.024212, loss_semantic: 0.344539, loss_idmrf: 1.976563, loss_adv_gen: -42.739151
+2023-02-12 20:48:11,735 - INFO - [Train] step: 65199, loss_adv_disc: -1.908587
+2023-02-12 20:48:11,944 - INFO - [Train] step: 65199, loss_mpn: 0.009674, loss_rec: 0.014929, loss_semantic: 0.235875, loss_idmrf: 1.736368, loss_adv_gen: -57.469742
+2023-02-12 20:48:41,236 - INFO - [Train] step: 65299, loss_adv_disc: -3.278842
+2023-02-12 20:48:41,446 - INFO - [Train] step: 65299, loss_mpn: 0.010772, loss_rec: 0.029426, loss_semantic: 0.330994, loss_idmrf: 1.105828, loss_adv_gen: -60.095535
+2023-02-12 20:49:10,743 - INFO - [Train] step: 65399, loss_adv_disc: -2.760396
+2023-02-12 20:49:10,952 - INFO - [Train] step: 65399, loss_mpn: 0.037739, loss_rec: 0.019543, loss_semantic: 0.292189, loss_idmrf: 0.612481, loss_adv_gen: -33.662857
+2023-02-12 20:49:40,256 - INFO - [Train] step: 65499, loss_adv_disc: -1.081099
+2023-02-12 20:49:40,465 - INFO - [Train] step: 65499, loss_mpn: 0.010962, loss_rec: 0.016273, loss_semantic: 0.293681, loss_idmrf: 0.625786, loss_adv_gen: -50.430061
+2023-02-12 20:50:09,769 - INFO - [Train] step: 65599, loss_adv_disc: -2.100213
+2023-02-12 20:50:09,980 - INFO - [Train] step: 65599, loss_mpn: 0.035477, loss_rec: 0.031705, loss_semantic: 0.419631, loss_idmrf: 1.971213, loss_adv_gen: -80.661575
+2023-02-12 20:50:39,268 - INFO - [Train] step: 65699, loss_adv_disc: -1.228416
+2023-02-12 20:50:39,476 - INFO - [Train] step: 65699, loss_mpn: 0.016865, loss_rec: 0.023437, loss_semantic: 0.316175, loss_idmrf: 1.099643, loss_adv_gen: -89.519188
+2023-02-12 20:51:08,775 - INFO - [Train] step: 65799, loss_adv_disc: -2.335534
+2023-02-12 20:51:08,984 - INFO - [Train] step: 65799, loss_mpn: 0.011851, loss_rec: 0.023671, loss_semantic: 0.318379, loss_idmrf: 1.109860, loss_adv_gen: -80.973808
+2023-02-12 20:51:38,281 - INFO - [Train] step: 65899, loss_adv_disc: -0.550847
+2023-02-12 20:51:38,490 - INFO - [Train] step: 65899, loss_mpn: 0.007074, loss_rec: 0.016539, loss_semantic: 0.280873, loss_idmrf: 1.305851, loss_adv_gen: -62.654442
+2023-02-12 20:52:07,803 - INFO - [Train] step: 65999, loss_adv_disc: -2.268604
+2023-02-12 20:52:08,012 - INFO - [Train] step: 65999, loss_mpn: 0.009726, loss_rec: 0.023943, loss_semantic: 0.368609, loss_idmrf: 0.926895, loss_adv_gen: -62.659943
+2023-02-12 20:52:45,196 - INFO - [Eval] step: 65999, bce: 0.283951, psnr: 29.513866, ssim: 0.958909
+2023-02-12 20:53:15,750 - INFO - [Train] step: 66099, loss_adv_disc: -2.179287
+2023-02-12 20:53:15,959 - INFO - [Train] step: 66099, loss_mpn: 0.018736, loss_rec: 0.028687, loss_semantic: 0.374382, loss_idmrf: 1.091718, loss_adv_gen: -46.342430
+2023-02-12 20:53:45,257 - INFO - [Train] step: 66199, loss_adv_disc: -2.184360
+2023-02-12 20:53:45,468 - INFO - [Train] step: 66199, loss_mpn: 0.011857, loss_rec: 0.019088, loss_semantic: 0.283679, loss_idmrf: 0.918297, loss_adv_gen: -55.028732
+2023-02-12 20:54:14,775 - INFO - [Train] step: 66299, loss_adv_disc: -0.632387
+2023-02-12 20:54:14,984 - INFO - [Train] step: 66299, loss_mpn: 0.014909, loss_rec: 0.026348, loss_semantic: 0.358586, loss_idmrf: 1.339422, loss_adv_gen: -43.674500
+2023-02-12 20:54:44,290 - INFO - [Train] step: 66399, loss_adv_disc: -1.317910
+2023-02-12 20:54:44,499 - INFO - [Train] step: 66399, loss_mpn: 0.013551, loss_rec: 0.018873, loss_semantic: 0.287108, loss_idmrf: 0.941970, loss_adv_gen: -53.561958
+2023-02-12 20:55:13,798 - INFO - [Train] step: 66499, loss_adv_disc: -2.272582
+2023-02-12 20:55:14,009 - INFO - [Train] step: 66499, loss_mpn: 0.020320, loss_rec: 0.027766, loss_semantic: 0.355462, loss_idmrf: 1.563582, loss_adv_gen: -63.542458
+2023-02-12 20:55:43,303 - INFO - [Train] step: 66599, loss_adv_disc: -3.030508
+2023-02-12 20:55:43,513 - INFO - [Train] step: 66599, loss_mpn: 0.012065, loss_rec: 0.027303, loss_semantic: 0.392820, loss_idmrf: 0.783151, loss_adv_gen: -59.651962
+2023-02-12 20:56:12,814 - INFO - [Train] step: 66699, loss_adv_disc: -1.808617
+2023-02-12 20:56:13,023 - INFO - [Train] step: 66699, loss_mpn: 0.011521, loss_rec: 0.021795, loss_semantic: 0.341325, loss_idmrf: 1.025125, loss_adv_gen: -43.372421
+2023-02-12 20:56:42,531 - INFO - [Train] step: 66799, loss_adv_disc: -4.923433
+2023-02-12 20:56:42,740 - INFO - [Train] step: 66799, loss_mpn: 0.015149, loss_rec: 0.033825, loss_semantic: 0.429327, loss_idmrf: 1.629720, loss_adv_gen: -90.743362
+2023-02-12 20:57:12,034 - INFO - [Train] step: 66899, loss_adv_disc: -1.276895
+2023-02-12 20:57:12,244 - INFO - [Train] step: 66899, loss_mpn: 0.019933, loss_rec: 0.023618, loss_semantic: 0.315569, loss_idmrf: 1.226826, loss_adv_gen: -66.616226
+2023-02-12 20:57:41,548 - INFO - [Train] step: 66999, loss_adv_disc: -3.050347
+2023-02-12 20:57:41,758 - INFO - [Train] step: 66999, loss_mpn: 0.011057, loss_rec: 0.024034, loss_semantic: 0.328491, loss_idmrf: 0.848529, loss_adv_gen: -35.957558
+2023-02-12 20:58:18,902 - INFO - [Eval] step: 66999, bce: 0.234289, psnr: 29.570223, ssim: 0.958701
+2023-02-12 20:58:49,470 - INFO - [Train] step: 67099, loss_adv_disc: -3.032548
+2023-02-12 20:58:49,679 - INFO - [Train] step: 67099, loss_mpn: 0.008453, loss_rec: 0.022154, loss_semantic: 0.289923, loss_idmrf: 0.767523, loss_adv_gen: -53.847633
+2023-02-12 20:59:18,985 - INFO - [Train] step: 67199, loss_adv_disc: -1.827188
+2023-02-12 20:59:19,194 - INFO - [Train] step: 67199, loss_mpn: 0.004711, loss_rec: 0.013690, loss_semantic: 0.224299, loss_idmrf: 0.941844, loss_adv_gen: -27.291245
+2023-02-12 20:59:48,491 - INFO - [Train] step: 67299, loss_adv_disc: -1.544516
+2023-02-12 20:59:48,700 - INFO - [Train] step: 67299, loss_mpn: 0.010019, loss_rec: 0.026462, loss_semantic: 0.368966, loss_idmrf: 0.971092, loss_adv_gen: -61.662125
+2023-02-12 21:00:17,992 - INFO - [Train] step: 67399, loss_adv_disc: -1.758093
+2023-02-12 21:00:18,201 - INFO - [Train] step: 67399, loss_mpn: 0.012807, loss_rec: 0.021194, loss_semantic: 0.355774, loss_idmrf: 1.602686, loss_adv_gen: -63.539848
+2023-02-12 21:00:47,503 - INFO - [Train] step: 67499, loss_adv_disc: -4.292874
+2023-02-12 21:00:47,712 - INFO - [Train] step: 67499, loss_mpn: 0.025968, loss_rec: 0.040109, loss_semantic: 0.423033, loss_idmrf: 1.333880, loss_adv_gen: -74.659836
+2023-02-12 21:01:17,009 - INFO - [Train] step: 67599, loss_adv_disc: -2.562881
+2023-02-12 21:01:17,219 - INFO - [Train] step: 67599, loss_mpn: 0.008786, loss_rec: 0.022146, loss_semantic: 0.312632, loss_idmrf: 0.865675, loss_adv_gen: -76.487762
+2023-02-12 21:01:46,512 - INFO - [Train] step: 67699, loss_adv_disc: -2.483669
+2023-02-12 21:01:46,721 - INFO - [Train] step: 67699, loss_mpn: 0.012997, loss_rec: 0.018542, loss_semantic: 0.326704, loss_idmrf: 2.078700, loss_adv_gen: -77.548706
+2023-02-12 21:02:16,006 - INFO - [Train] step: 67799, loss_adv_disc: -2.507890
+2023-02-12 21:02:16,215 - INFO - [Train] step: 67799, loss_mpn: 0.020710, loss_rec: 0.025503, loss_semantic: 0.376440, loss_idmrf: 1.426388, loss_adv_gen: -60.328278
+2023-02-12 21:02:45,509 - INFO - [Train] step: 67899, loss_adv_disc: -1.448907
+2023-02-12 21:02:45,718 - INFO - [Train] step: 67899, loss_mpn: 0.010392, loss_rec: 0.019801, loss_semantic: 0.311277, loss_idmrf: 1.061103, loss_adv_gen: -50.874504
+2023-02-12 21:03:15,031 - INFO - [Train] step: 67999, loss_adv_disc: -1.468448
+2023-02-12 21:03:15,241 - INFO - [Train] step: 67999, loss_mpn: 0.010515, loss_rec: 0.017678, loss_semantic: 0.276809, loss_idmrf: 0.644167, loss_adv_gen: -69.350494
+2023-02-12 21:03:52,396 - INFO - [Eval] step: 67999, bce: 0.182142, psnr: 29.353348, ssim: 0.959181
+2023-02-12 21:04:22,709 - INFO - [Train] step: 68099, loss_adv_disc: -1.470368
+2023-02-12 21:04:22,918 - INFO - [Train] step: 68099, loss_mpn: 0.012970, loss_rec: 0.020651, loss_semantic: 0.324430, loss_idmrf: 0.735479, loss_adv_gen: -71.755272
+2023-02-12 21:04:52,213 - INFO - [Train] step: 68199, loss_adv_disc: -1.750768
+2023-02-12 21:04:52,422 - INFO - [Train] step: 68199, loss_mpn: 0.009509, loss_rec: 0.021411, loss_semantic: 0.307829, loss_idmrf: 1.556021, loss_adv_gen: -30.091141
+2023-02-12 21:05:21,720 - INFO - [Train] step: 68299, loss_adv_disc: -1.866131
+2023-02-12 21:05:21,931 - INFO - [Train] step: 68299, loss_mpn: 0.005745, loss_rec: 0.018067, loss_semantic: 0.292236, loss_idmrf: 0.666921, loss_adv_gen: -70.810120
+2023-02-12 21:05:51,220 - INFO - [Train] step: 68399, loss_adv_disc: -3.098092
+2023-02-12 21:05:51,430 - INFO - [Train] step: 68399, loss_mpn: 0.033626, loss_rec: 0.030624, loss_semantic: 0.380430, loss_idmrf: 1.165794, loss_adv_gen: -28.666557
+2023-02-12 21:06:20,723 - INFO - [Train] step: 68499, loss_adv_disc: -4.046457
+2023-02-12 21:06:20,932 - INFO - [Train] step: 68499, loss_mpn: 0.024197, loss_rec: 0.026714, loss_semantic: 0.420435, loss_idmrf: 1.499463, loss_adv_gen: -86.407547
+2023-02-12 21:06:50,237 - INFO - [Train] step: 68599, loss_adv_disc: -3.949851
+2023-02-12 21:06:50,447 - INFO - [Train] step: 68599, loss_mpn: 0.020998, loss_rec: 0.028578, loss_semantic: 0.401368, loss_idmrf: 1.862396, loss_adv_gen: -29.817764
+2023-02-12 21:07:19,735 - INFO - [Train] step: 68699, loss_adv_disc: -1.697625
+2023-02-12 21:07:19,944 - INFO - [Train] step: 68699, loss_mpn: 0.006644, loss_rec: 0.018489, loss_semantic: 0.303649, loss_idmrf: 2.108049, loss_adv_gen: -87.633308
+2023-02-12 21:07:49,234 - INFO - [Train] step: 68799, loss_adv_disc: -1.151481
+2023-02-12 21:07:49,443 - INFO - [Train] step: 68799, loss_mpn: 0.016718, loss_rec: 0.030499, loss_semantic: 0.412661, loss_idmrf: 1.504141, loss_adv_gen: -44.044556
+2023-02-12 21:08:18,741 - INFO - [Train] step: 68899, loss_adv_disc: -0.867682
+2023-02-12 21:08:18,951 - INFO - [Train] step: 68899, loss_mpn: 0.012179, loss_rec: 0.017132, loss_semantic: 0.311864, loss_idmrf: 1.889711, loss_adv_gen: -46.858635
+2023-02-12 21:08:48,238 - INFO - [Train] step: 68999, loss_adv_disc: -1.545669
+2023-02-12 21:08:48,449 - INFO - [Train] step: 68999, loss_mpn: 0.018208, loss_rec: 0.018937, loss_semantic: 0.307857, loss_idmrf: 1.285715, loss_adv_gen: -78.601456
+2023-02-12 21:09:25,617 - INFO - [Eval] step: 68999, bce: 0.313845, psnr: 29.494946, ssim: 0.958817
+2023-02-12 21:09:55,947 - INFO - [Train] step: 69099, loss_adv_disc: -3.332678
+2023-02-12 21:09:56,156 - INFO - [Train] step: 69099, loss_mpn: 0.008385, loss_rec: 0.024329, loss_semantic: 0.344229, loss_idmrf: 0.733199, loss_adv_gen: -41.880615
+2023-02-12 21:10:25,447 - INFO - [Train] step: 69199, loss_adv_disc: -1.373078
+2023-02-12 21:10:25,656 - INFO - [Train] step: 69199, loss_mpn: 0.007194, loss_rec: 0.018641, loss_semantic: 0.274255, loss_idmrf: 0.676193, loss_adv_gen: -28.123978
+2023-02-12 21:10:54,941 - INFO - [Train] step: 69299, loss_adv_disc: -2.440302
+2023-02-12 21:10:55,151 - INFO - [Train] step: 69299, loss_mpn: 0.019131, loss_rec: 0.018331, loss_semantic: 0.268842, loss_idmrf: 0.582062, loss_adv_gen: -63.471359
+2023-02-12 21:11:24,445 - INFO - [Train] step: 69399, loss_adv_disc: -0.605531
+2023-02-12 21:11:24,654 - INFO - [Train] step: 69399, loss_mpn: 0.020446, loss_rec: 0.022491, loss_semantic: 0.330231, loss_idmrf: 1.099785, loss_adv_gen: -48.208572
+2023-02-12 21:11:53,938 - INFO - [Train] step: 69499, loss_adv_disc: -4.079074
+2023-02-12 21:11:54,147 - INFO - [Train] step: 69499, loss_mpn: 0.020885, loss_rec: 0.029750, loss_semantic: 0.375879, loss_idmrf: 1.673370, loss_adv_gen: -89.729515
+2023-02-12 21:12:23,446 - INFO - [Train] step: 69599, loss_adv_disc: -4.225589
+2023-02-12 21:12:23,655 - INFO - [Train] step: 69599, loss_mpn: 0.019185, loss_rec: 0.033425, loss_semantic: 0.415669, loss_idmrf: 1.640262, loss_adv_gen: -53.592377
+2023-02-12 21:12:52,941 - INFO - [Train] step: 69699, loss_adv_disc: -2.427955
+2023-02-12 21:12:53,151 - INFO - [Train] step: 69699, loss_mpn: 0.021050, loss_rec: 0.028781, loss_semantic: 0.426637, loss_idmrf: 1.447016, loss_adv_gen: -29.481674
+2023-02-12 21:13:22,445 - INFO - [Train] step: 69799, loss_adv_disc: -2.755979
+2023-02-12 21:13:22,654 - INFO - [Train] step: 69799, loss_mpn: 0.006923, loss_rec: 0.021537, loss_semantic: 0.312878, loss_idmrf: 1.160190, loss_adv_gen: -52.102264
+2023-02-12 21:13:51,951 - INFO - [Train] step: 69899, loss_adv_disc: -3.879722
+2023-02-12 21:13:52,160 - INFO - [Train] step: 69899, loss_mpn: 0.021926, loss_rec: 0.031677, loss_semantic: 0.360229, loss_idmrf: 1.563713, loss_adv_gen: -49.856552
+2023-02-12 21:14:21,450 - INFO - [Train] step: 69999, loss_adv_disc: -1.000557
+2023-02-12 21:14:21,661 - INFO - [Train] step: 69999, loss_mpn: 0.015333, loss_rec: 0.019876, loss_semantic: 0.321901, loss_idmrf: 0.780718, loss_adv_gen: -22.526367
+2023-02-12 21:14:58,854 - INFO - [Eval] step: 69999, bce: 0.201087, psnr: 29.440516, ssim: 0.959623
+2023-02-12 21:15:29,297 - INFO - [Train] step: 70099, loss_adv_disc: -0.431820
+2023-02-12 21:15:29,506 - INFO - [Train] step: 70099, loss_mpn: 0.022419, loss_rec: 0.023142, loss_semantic: 0.360328, loss_idmrf: 1.072268, loss_adv_gen: -61.172371
+2023-02-12 21:15:58,796 - INFO - [Train] step: 70199, loss_adv_disc: -1.414873
+2023-02-12 21:15:59,006 - INFO - [Train] step: 70199, loss_mpn: 0.004839, loss_rec: 0.015951, loss_semantic: 0.289024, loss_idmrf: 0.848902, loss_adv_gen: -34.415863
+2023-02-12 21:16:28,293 - INFO - [Train] step: 70299, loss_adv_disc: -3.029736
+2023-02-12 21:16:28,502 - INFO - [Train] step: 70299, loss_mpn: 0.019330, loss_rec: 0.030450, loss_semantic: 0.379830, loss_idmrf: 1.073340, loss_adv_gen: -66.002075
+2023-02-12 21:16:57,796 - INFO - [Train] step: 70399, loss_adv_disc: -0.315073
+2023-02-12 21:16:58,006 - INFO - [Train] step: 70399, loss_mpn: 0.013614, loss_rec: 0.022816, loss_semantic: 0.336758, loss_idmrf: 1.382591, loss_adv_gen: -36.869049
+2023-02-12 21:17:27,294 - INFO - [Train] step: 70499, loss_adv_disc: -1.273747
+2023-02-12 21:17:27,503 - INFO - [Train] step: 70499, loss_mpn: 0.013135, loss_rec: 0.020346, loss_semantic: 0.303443, loss_idmrf: 0.821364, loss_adv_gen: -42.114380
+2023-02-12 21:17:56,788 - INFO - [Train] step: 70599, loss_adv_disc: -2.124272
+2023-02-12 21:17:56,998 - INFO - [Train] step: 70599, loss_mpn: 0.009214, loss_rec: 0.020623, loss_semantic: 0.293132, loss_idmrf: 0.719492, loss_adv_gen: -86.270523
+2023-02-12 21:18:26,284 - INFO - [Train] step: 70699, loss_adv_disc: -1.098114
+2023-02-12 21:18:26,493 - INFO - [Train] step: 70699, loss_mpn: 0.006741, loss_rec: 0.014492, loss_semantic: 0.261432, loss_idmrf: 1.125136, loss_adv_gen: -34.520340
+2023-02-12 21:18:55,801 - INFO - [Train] step: 70799, loss_adv_disc: -1.633057
+2023-02-12 21:18:56,011 - INFO - [Train] step: 70799, loss_mpn: 0.018513, loss_rec: 0.029835, loss_semantic: 0.431680, loss_idmrf: 1.353910, loss_adv_gen: -79.816216
+2023-02-12 21:19:25,295 - INFO - [Train] step: 70899, loss_adv_disc: -1.403503
+2023-02-12 21:19:25,504 - INFO - [Train] step: 70899, loss_mpn: 0.027041, loss_rec: 0.025739, loss_semantic: 0.405577, loss_idmrf: 1.415896, loss_adv_gen: 5.157623
+2023-02-12 21:19:54,799 - INFO - [Train] step: 70999, loss_adv_disc: -1.944867
+2023-02-12 21:19:55,008 - INFO - [Train] step: 70999, loss_mpn: 0.014358, loss_rec: 0.020800, loss_semantic: 0.336411, loss_idmrf: 0.971768, loss_adv_gen: -85.264381
+2023-02-12 21:20:32,199 - INFO - [Eval] step: 70999, bce: 0.220269, psnr: 29.473652, ssim: 0.959555
+2023-02-12 21:21:02,527 - INFO - [Train] step: 71099, loss_adv_disc: -3.456838
+2023-02-12 21:21:02,736 - INFO - [Train] step: 71099, loss_mpn: 0.012788, loss_rec: 0.027743, loss_semantic: 0.396344, loss_idmrf: 1.527968, loss_adv_gen: -53.587585
+2023-02-12 21:21:32,020 - INFO - [Train] step: 71199, loss_adv_disc: -2.780605
+2023-02-12 21:21:32,229 - INFO - [Train] step: 71199, loss_mpn: 0.010308, loss_rec: 0.021733, loss_semantic: 0.302761, loss_idmrf: 0.973229, loss_adv_gen: -32.839844
+2023-02-12 21:22:01,531 - INFO - [Train] step: 71299, loss_adv_disc: -3.013721
+2023-02-12 21:22:01,740 - INFO - [Train] step: 71299, loss_mpn: 0.022005, loss_rec: 0.025937, loss_semantic: 0.316281, loss_idmrf: 1.636544, loss_adv_gen: -56.161957
+2023-02-12 21:22:31,038 - INFO - [Train] step: 71399, loss_adv_disc: -1.012286
+2023-02-12 21:22:31,247 - INFO - [Train] step: 71399, loss_mpn: 0.011092, loss_rec: 0.029167, loss_semantic: 0.431375, loss_idmrf: 1.083081, loss_adv_gen: -37.305878
+2023-02-12 21:23:00,534 - INFO - [Train] step: 71499, loss_adv_disc: -2.524217
+2023-02-12 21:23:00,743 - INFO - [Train] step: 71499, loss_mpn: 0.015642, loss_rec: 0.027775, loss_semantic: 0.360311, loss_idmrf: 1.292624, loss_adv_gen: -64.429649
+2023-02-12 21:23:30,027 - INFO - [Train] step: 71599, loss_adv_disc: -2.349478
+2023-02-12 21:23:30,236 - INFO - [Train] step: 71599, loss_mpn: 0.013973, loss_rec: 0.024379, loss_semantic: 0.368885, loss_idmrf: 1.162121, loss_adv_gen: -91.415802
+2023-02-12 21:23:59,536 - INFO - [Train] step: 71699, loss_adv_disc: -1.028637
+2023-02-12 21:23:59,746 - INFO - [Train] step: 71699, loss_mpn: 0.008475, loss_rec: 0.020064, loss_semantic: 0.334370, loss_idmrf: 0.990030, loss_adv_gen: -34.212799
+2023-02-12 21:24:29,032 - INFO - [Train] step: 71799, loss_adv_disc: -1.429072
+2023-02-12 21:24:29,242 - INFO - [Train] step: 71799, loss_mpn: 0.013389, loss_rec: 0.024276, loss_semantic: 0.321409, loss_idmrf: 1.020213, loss_adv_gen: -13.550598
+2023-02-12 21:24:58,530 - INFO - [Train] step: 71899, loss_adv_disc: -1.691852
+2023-02-12 21:24:58,739 - INFO - [Train] step: 71899, loss_mpn: 0.014452, loss_rec: 0.026050, loss_semantic: 0.384248, loss_idmrf: 1.716169, loss_adv_gen: -40.509186
+2023-02-12 21:25:28,029 - INFO - [Train] step: 71999, loss_adv_disc: -1.373135
+2023-02-12 21:25:28,237 - INFO - [Train] step: 71999, loss_mpn: 0.018275, loss_rec: 0.027552, loss_semantic: 0.376156, loss_idmrf: 0.930697, loss_adv_gen: -25.627899
+2023-02-12 21:26:05,420 - INFO - [Eval] step: 71999, bce: 0.213143, psnr: 29.476858, ssim: 0.959560
+2023-02-12 21:26:35,749 - INFO - [Train] step: 72099, loss_adv_disc: -1.884004
+2023-02-12 21:26:35,958 - INFO - [Train] step: 72099, loss_mpn: 0.007285, loss_rec: 0.016476, loss_semantic: 0.292408, loss_idmrf: 0.660436, loss_adv_gen: -43.202438
+2023-02-12 21:27:05,250 - INFO - [Train] step: 72199, loss_adv_disc: -0.523182
+2023-02-12 21:27:05,459 - INFO - [Train] step: 72199, loss_mpn: 0.005790, loss_rec: 0.016915, loss_semantic: 0.286560, loss_idmrf: 0.431293, loss_adv_gen: -51.906189
+2023-02-12 21:27:34,750 - INFO - [Train] step: 72299, loss_adv_disc: -1.657384
+2023-02-12 21:27:34,959 - INFO - [Train] step: 72299, loss_mpn: 0.026309, loss_rec: 0.024100, loss_semantic: 0.391826, loss_idmrf: 1.664013, loss_adv_gen: -60.109779
+2023-02-12 21:28:04,252 - INFO - [Train] step: 72399, loss_adv_disc: -1.076741
+2023-02-12 21:28:04,460 - INFO - [Train] step: 72399, loss_mpn: 0.010305, loss_rec: 0.017147, loss_semantic: 0.321734, loss_idmrf: 2.702593, loss_adv_gen: -69.227234
+2023-02-12 21:28:33,738 - INFO - [Train] step: 72499, loss_adv_disc: -2.465907
+2023-02-12 21:28:33,949 - INFO - [Train] step: 72499, loss_mpn: 0.014154, loss_rec: 0.025708, loss_semantic: 0.370025, loss_idmrf: 1.467248, loss_adv_gen: -65.247864
+2023-02-12 21:29:03,238 - INFO - [Train] step: 72599, loss_adv_disc: -1.269054
+2023-02-12 21:29:03,447 - INFO - [Train] step: 72599, loss_mpn: 0.015361, loss_rec: 0.027228, loss_semantic: 0.345680, loss_idmrf: 1.226199, loss_adv_gen: -48.038681
+2023-02-12 21:29:32,737 - INFO - [Train] step: 72699, loss_adv_disc: -0.979583
+2023-02-12 21:29:32,948 - INFO - [Train] step: 72699, loss_mpn: 0.005480, loss_rec: 0.014308, loss_semantic: 0.221794, loss_idmrf: 0.883848, loss_adv_gen: -77.211136
+2023-02-12 21:30:02,242 - INFO - [Train] step: 72799, loss_adv_disc: -1.368594
+2023-02-12 21:30:02,451 - INFO - [Train] step: 72799, loss_mpn: 0.044310, loss_rec: 0.026370, loss_semantic: 0.327070, loss_idmrf: 1.310525, loss_adv_gen: -49.803001
+2023-02-12 21:30:31,741 - INFO - [Train] step: 72899, loss_adv_disc: -1.385313
+2023-02-12 21:30:31,951 - INFO - [Train] step: 72899, loss_mpn: 0.005758, loss_rec: 0.016514, loss_semantic: 0.252293, loss_idmrf: 0.562531, loss_adv_gen: -31.607414
+2023-02-12 21:31:01,237 - INFO - [Train] step: 72999, loss_adv_disc: -2.134885
+2023-02-12 21:31:01,446 - INFO - [Train] step: 72999, loss_mpn: 0.012255, loss_rec: 0.018623, loss_semantic: 0.293801, loss_idmrf: 1.523090, loss_adv_gen: -59.181847
+2023-02-12 21:31:38,628 - INFO - [Eval] step: 72999, bce: 0.169464, psnr: 29.525417, ssim: 0.959316
+2023-02-12 21:32:08,947 - INFO - [Train] step: 73099, loss_adv_disc: -0.635405
+2023-02-12 21:32:09,156 - INFO - [Train] step: 73099, loss_mpn: 0.014173, loss_rec: 0.028390, loss_semantic: 0.343728, loss_idmrf: 1.590183, loss_adv_gen: -70.256905
+2023-02-12 21:32:38,458 - INFO - [Train] step: 73199, loss_adv_disc: -0.898788
+2023-02-12 21:32:38,667 - INFO - [Train] step: 73199, loss_mpn: 0.006542, loss_rec: 0.016354, loss_semantic: 0.273708, loss_idmrf: 1.951222, loss_adv_gen: -29.730362
+2023-02-12 21:33:07,950 - INFO - [Train] step: 73299, loss_adv_disc: -2.857425
+2023-02-12 21:33:08,161 - INFO - [Train] step: 73299, loss_mpn: 0.010121, loss_rec: 0.023318, loss_semantic: 0.348987, loss_idmrf: 0.866920, loss_adv_gen: -31.506058
+2023-02-12 21:33:37,452 - INFO - [Train] step: 73399, loss_adv_disc: -2.670118
+2023-02-12 21:33:37,661 - INFO - [Train] step: 73399, loss_mpn: 0.014232, loss_rec: 0.029233, loss_semantic: 0.378379, loss_idmrf: 0.993713, loss_adv_gen: -1.311707
+2023-02-12 21:34:06,944 - INFO - [Train] step: 73499, loss_adv_disc: -1.707668
+2023-02-12 21:34:07,153 - INFO - [Train] step: 73499, loss_mpn: 0.006130, loss_rec: 0.015694, loss_semantic: 0.284229, loss_idmrf: 1.003670, loss_adv_gen: -64.978516
+2023-02-12 21:34:36,437 - INFO - [Train] step: 73599, loss_adv_disc: -1.060075
+2023-02-12 21:34:36,646 - INFO - [Train] step: 73599, loss_mpn: 0.006543, loss_rec: 0.014794, loss_semantic: 0.250263, loss_idmrf: 0.843417, loss_adv_gen: -62.592773
+2023-02-12 21:35:05,938 - INFO - [Train] step: 73699, loss_adv_disc: -1.434207
+2023-02-12 21:35:06,148 - INFO - [Train] step: 73699, loss_mpn: 0.008778, loss_rec: 0.019124, loss_semantic: 0.298285, loss_idmrf: 0.573199, loss_adv_gen: 10.554688
+2023-02-12 21:35:35,651 - INFO - [Train] step: 73799, loss_adv_disc: -3.271966
+2023-02-12 21:35:35,861 - INFO - [Train] step: 73799, loss_mpn: 0.007811, loss_rec: 0.025069, loss_semantic: 0.331823, loss_idmrf: 0.988223, loss_adv_gen: -91.417877
+2023-02-12 21:36:05,144 - INFO - [Train] step: 73899, loss_adv_disc: -0.887449
+2023-02-12 21:36:05,353 - INFO - [Train] step: 73899, loss_mpn: 0.009228, loss_rec: 0.014328, loss_semantic: 0.237118, loss_idmrf: 0.973336, loss_adv_gen: -25.054962
+2023-02-12 21:36:34,652 - INFO - [Train] step: 73999, loss_adv_disc: -1.849455
+2023-02-12 21:36:34,861 - INFO - [Train] step: 73999, loss_mpn: 0.013257, loss_rec: 0.023812, loss_semantic: 0.353456, loss_idmrf: 1.186634, loss_adv_gen: -39.017883
+2023-02-12 21:37:12,033 - INFO - [Eval] step: 73999, bce: 0.175106, psnr: 29.583344, ssim: 0.959993
+2023-02-12 21:37:42,516 - INFO - [Train] step: 74099, loss_adv_disc: -1.602568
+2023-02-12 21:37:42,726 - INFO - [Train] step: 74099, loss_mpn: 0.011670, loss_rec: 0.021626, loss_semantic: 0.379507, loss_idmrf: 2.440815, loss_adv_gen: -46.151924
+2023-02-12 21:38:12,000 - INFO - [Train] step: 74199, loss_adv_disc: -1.562775
+2023-02-12 21:38:12,211 - INFO - [Train] step: 74199, loss_mpn: 0.015140, loss_rec: 0.027729, loss_semantic: 0.340237, loss_idmrf: 1.321341, loss_adv_gen: -45.090591
+2023-02-12 21:38:41,483 - INFO - [Train] step: 74299, loss_adv_disc: -1.466455
+2023-02-12 21:38:41,692 - INFO - [Train] step: 74299, loss_mpn: 0.009573, loss_rec: 0.016208, loss_semantic: 0.243085, loss_idmrf: 0.831500, loss_adv_gen: -59.343719
+2023-02-12 21:39:10,957 - INFO - [Train] step: 74399, loss_adv_disc: -1.799070
+2023-02-12 21:39:11,165 - INFO - [Train] step: 74399, loss_mpn: 0.010457, loss_rec: 0.018303, loss_semantic: 0.279585, loss_idmrf: 0.637411, loss_adv_gen: -36.124840
+2023-02-12 21:39:40,433 - INFO - [Train] step: 74499, loss_adv_disc: -0.891940
+2023-02-12 21:39:40,642 - INFO - [Train] step: 74499, loss_mpn: 0.006888, loss_rec: 0.014591, loss_semantic: 0.239977, loss_idmrf: 2.974409, loss_adv_gen: -30.407242
+2023-02-12 21:40:09,910 - INFO - [Train] step: 74599, loss_adv_disc: -4.381166
+2023-02-12 21:40:10,120 - INFO - [Train] step: 74599, loss_mpn: 0.013713, loss_rec: 0.031638, loss_semantic: 0.402833, loss_idmrf: 1.152858, loss_adv_gen: -34.066513
+2023-02-12 21:40:39,383 - INFO - [Train] step: 74699, loss_adv_disc: -2.144645
+2023-02-12 21:40:39,591 - INFO - [Train] step: 74699, loss_mpn: 0.011164, loss_rec: 0.021494, loss_semantic: 0.313223, loss_idmrf: 1.001765, loss_adv_gen: -27.607224
+2023-02-12 21:41:08,840 - INFO - [Train] step: 74799, loss_adv_disc: -1.335196
+2023-02-12 21:41:09,049 - INFO - [Train] step: 74799, loss_mpn: 0.012281, loss_rec: 0.022507, loss_semantic: 0.325198, loss_idmrf: 1.320781, loss_adv_gen: -44.054108
+2023-02-12 21:41:38,310 - INFO - [Train] step: 74899, loss_adv_disc: -0.737202
+2023-02-12 21:41:38,520 - INFO - [Train] step: 74899, loss_mpn: 0.010384, loss_rec: 0.020744, loss_semantic: 0.313617, loss_idmrf: 0.852506, loss_adv_gen: -20.351273
+2023-02-12 21:42:07,783 - INFO - [Train] step: 74999, loss_adv_disc: -1.912043
+2023-02-12 21:42:07,992 - INFO - [Train] step: 74999, loss_mpn: 0.010021, loss_rec: 0.019042, loss_semantic: 0.338162, loss_idmrf: 1.209713, loss_adv_gen: -24.191650
+2023-02-12 21:42:45,162 - INFO - [Eval] step: 74999, bce: 0.226098, psnr: 29.478821, ssim: 0.959512
+2023-02-12 21:43:15,630 - INFO - [Train] step: 75099, loss_adv_disc: -0.847669
+2023-02-12 21:43:15,839 - INFO - [Train] step: 75099, loss_mpn: 0.006445, loss_rec: 0.015781, loss_semantic: 0.253824, loss_idmrf: 1.406732, loss_adv_gen: -46.673225
+2023-02-12 21:43:45,141 - INFO - [Train] step: 75199, loss_adv_disc: -2.541757
+2023-02-12 21:43:45,351 - INFO - [Train] step: 75199, loss_mpn: 0.018399, loss_rec: 0.025520, loss_semantic: 0.378720, loss_idmrf: 1.095098, loss_adv_gen: -61.844482
+2023-02-12 21:44:14,669 - INFO - [Train] step: 75299, loss_adv_disc: -1.807647
+2023-02-12 21:44:14,878 - INFO - [Train] step: 75299, loss_mpn: 0.023424, loss_rec: 0.022936, loss_semantic: 0.355386, loss_idmrf: 1.373829, loss_adv_gen: -11.285446
+2023-02-12 21:44:44,180 - INFO - [Train] step: 75399, loss_adv_disc: -1.380262
+2023-02-12 21:44:44,389 - INFO - [Train] step: 75399, loss_mpn: 0.019337, loss_rec: 0.018448, loss_semantic: 0.287480, loss_idmrf: 1.747099, loss_adv_gen: -32.879578
+2023-02-12 21:45:13,690 - INFO - [Train] step: 75499, loss_adv_disc: -2.464078
+2023-02-12 21:45:13,899 - INFO - [Train] step: 75499, loss_mpn: 0.015781, loss_rec: 0.020887, loss_semantic: 0.320113, loss_idmrf: 0.969004, loss_adv_gen: -8.547363
+2023-02-12 21:45:43,177 - INFO - [Train] step: 75599, loss_adv_disc: -1.252559
+2023-02-12 21:45:43,386 - INFO - [Train] step: 75599, loss_mpn: 0.004754, loss_rec: 0.015670, loss_semantic: 0.249595, loss_idmrf: 0.506315, loss_adv_gen: -30.307831
+2023-02-12 21:46:12,676 - INFO - [Train] step: 75699, loss_adv_disc: -2.356029
+2023-02-12 21:46:12,887 - INFO - [Train] step: 75699, loss_mpn: 0.015313, loss_rec: 0.023763, loss_semantic: 0.348951, loss_idmrf: 1.131225, loss_adv_gen: -11.490738
+2023-02-12 21:46:42,195 - INFO - [Train] step: 75799, loss_adv_disc: -2.358633
+2023-02-12 21:46:42,404 - INFO - [Train] step: 75799, loss_mpn: 0.019427, loss_rec: 0.028120, loss_semantic: 0.392224, loss_idmrf: 1.284557, loss_adv_gen: -43.659256
+2023-02-12 21:47:11,706 - INFO - [Train] step: 75899, loss_adv_disc: -2.161181
+2023-02-12 21:47:11,915 - INFO - [Train] step: 75899, loss_mpn: 0.008757, loss_rec: 0.019659, loss_semantic: 0.298303, loss_idmrf: 0.463418, loss_adv_gen: -44.445801
+2023-02-12 21:47:41,205 - INFO - [Train] step: 75999, loss_adv_disc: -0.898391
+2023-02-12 21:47:41,415 - INFO - [Train] step: 75999, loss_mpn: 0.005460, loss_rec: 0.019044, loss_semantic: 0.295422, loss_idmrf: 1.227332, loss_adv_gen: -31.178757
+2023-02-12 21:48:18,567 - INFO - [Eval] step: 75999, bce: 0.211443, psnr: 29.422033, ssim: 0.959761
+2023-02-12 21:48:48,887 - INFO - [Train] step: 76099, loss_adv_disc: -1.762845
+2023-02-12 21:48:49,097 - INFO - [Train] step: 76099, loss_mpn: 0.006320, loss_rec: 0.015622, loss_semantic: 0.278861, loss_idmrf: 1.189617, loss_adv_gen: -58.597244
+2023-02-12 21:49:18,390 - INFO - [Train] step: 76199, loss_adv_disc: -0.732783
+2023-02-12 21:49:18,598 - INFO - [Train] step: 76199, loss_mpn: 0.025986, loss_rec: 0.031872, loss_semantic: 0.368722, loss_idmrf: 1.491676, loss_adv_gen: -36.562378
+2023-02-12 21:49:47,885 - INFO - [Train] step: 76299, loss_adv_disc: -2.303626
+2023-02-12 21:49:48,094 - INFO - [Train] step: 76299, loss_mpn: 0.014670, loss_rec: 0.020314, loss_semantic: 0.301468, loss_idmrf: 1.681816, loss_adv_gen: -57.371552
+2023-02-12 21:50:17,391 - INFO - [Train] step: 76399, loss_adv_disc: 0.055652
+2023-02-12 21:50:17,599 - INFO - [Train] step: 76399, loss_mpn: 0.007622, loss_rec: 0.018077, loss_semantic: 0.326310, loss_idmrf: 1.206865, loss_adv_gen: -26.842865
+2023-02-12 21:50:46,887 - INFO - [Train] step: 76499, loss_adv_disc: -2.323917
+2023-02-12 21:50:47,097 - INFO - [Train] step: 76499, loss_mpn: 0.007266, loss_rec: 0.020839, loss_semantic: 0.322761, loss_idmrf: 0.880452, loss_adv_gen: 15.684189
+2023-02-12 21:51:16,380 - INFO - [Train] step: 76599, loss_adv_disc: -1.293300
+2023-02-12 21:51:16,590 - INFO - [Train] step: 76599, loss_mpn: 0.014782, loss_rec: 0.016837, loss_semantic: 0.281380, loss_idmrf: 0.900026, loss_adv_gen: -67.974487
+2023-02-12 21:51:45,883 - INFO - [Train] step: 76699, loss_adv_disc: -2.672648
+2023-02-12 21:51:46,092 - INFO - [Train] step: 76699, loss_mpn: 0.011081, loss_rec: 0.024339, loss_semantic: 0.327133, loss_idmrf: 1.383722, loss_adv_gen: -56.354614
+2023-02-12 21:52:15,381 - INFO - [Train] step: 76799, loss_adv_disc: -1.891977
+2023-02-12 21:52:15,590 - INFO - [Train] step: 76799, loss_mpn: 0.032545, loss_rec: 0.028276, loss_semantic: 0.432388, loss_idmrf: 2.386503, loss_adv_gen: -12.806229
+2023-02-12 21:52:44,880 - INFO - [Train] step: 76899, loss_adv_disc: 0.180206
+2023-02-12 21:52:45,089 - INFO - [Train] step: 76899, loss_mpn: 0.016219, loss_rec: 0.027141, loss_semantic: 0.384469, loss_idmrf: 1.119208, loss_adv_gen: -59.837967
+2023-02-12 21:53:14,375 - INFO - [Train] step: 76999, loss_adv_disc: -2.186698
+2023-02-12 21:53:14,585 - INFO - [Train] step: 76999, loss_mpn: 0.008247, loss_rec: 0.022318, loss_semantic: 0.325164, loss_idmrf: 0.515373, loss_adv_gen: 13.725266
+2023-02-12 21:53:51,762 - INFO - [Eval] step: 76999, bce: 0.269488, psnr: 29.308018, ssim: 0.959410
+2023-02-12 21:54:22,091 - INFO - [Train] step: 77099, loss_adv_disc: -0.841599
+2023-02-12 21:54:22,300 - INFO - [Train] step: 77099, loss_mpn: 0.013934, loss_rec: 0.024167, loss_semantic: 0.363232, loss_idmrf: 3.929152, loss_adv_gen: -22.377533
+2023-02-12 21:54:51,600 - INFO - [Train] step: 77199, loss_adv_disc: -4.953798
+2023-02-12 21:54:51,809 - INFO - [Train] step: 77199, loss_mpn: 0.020467, loss_rec: 0.034309, loss_semantic: 0.388925, loss_idmrf: 1.297982, loss_adv_gen: 4.049469
+2023-02-12 21:55:21,116 - INFO - [Train] step: 77299, loss_adv_disc: -3.314212
+2023-02-12 21:55:21,326 - INFO - [Train] step: 77299, loss_mpn: 0.011570, loss_rec: 0.026237, loss_semantic: 0.365827, loss_idmrf: 1.731829, loss_adv_gen: -19.944855
+2023-02-12 21:55:50,620 - INFO - [Train] step: 77399, loss_adv_disc: -2.846416
+2023-02-12 21:55:50,829 - INFO - [Train] step: 77399, loss_mpn: 0.022157, loss_rec: 0.027341, loss_semantic: 0.365681, loss_idmrf: 1.296392, loss_adv_gen: -25.670532
+2023-02-12 21:56:20,120 - INFO - [Train] step: 77499, loss_adv_disc: -0.969175
+2023-02-12 21:56:20,329 - INFO - [Train] step: 77499, loss_mpn: 0.012870, loss_rec: 0.023140, loss_semantic: 0.361856, loss_idmrf: 0.727183, loss_adv_gen: -14.977386
+2023-02-12 21:56:49,627 - INFO - [Train] step: 77599, loss_adv_disc: -2.120253
+2023-02-12 21:56:49,838 - INFO - [Train] step: 77599, loss_mpn: 0.016091, loss_rec: 0.024959, loss_semantic: 0.360970, loss_idmrf: 1.354609, loss_adv_gen: -2.078445
+2023-02-12 21:57:19,138 - INFO - [Train] step: 77699, loss_adv_disc: -1.710395
+2023-02-12 21:57:19,347 - INFO - [Train] step: 77699, loss_mpn: 0.021035, loss_rec: 0.027014, loss_semantic: 0.417861, loss_idmrf: 1.550774, loss_adv_gen: -30.157867
+2023-02-12 21:57:48,637 - INFO - [Train] step: 77799, loss_adv_disc: -2.706655
+2023-02-12 21:57:48,845 - INFO - [Train] step: 77799, loss_mpn: 0.010614, loss_rec: 0.020136, loss_semantic: 0.311300, loss_idmrf: 0.693098, loss_adv_gen: -35.336044
+2023-02-12 21:58:18,142 - INFO - [Train] step: 77899, loss_adv_disc: -2.042899
+2023-02-12 21:58:18,353 - INFO - [Train] step: 77899, loss_mpn: 0.026713, loss_rec: 0.030419, loss_semantic: 0.401147, loss_idmrf: 1.447123, loss_adv_gen: -29.810501
+2023-02-12 21:58:47,634 - INFO - [Train] step: 77999, loss_adv_disc: -0.846563
+2023-02-12 21:58:47,843 - INFO - [Train] step: 77999, loss_mpn: 0.010993, loss_rec: 0.011758, loss_semantic: 0.203056, loss_idmrf: 2.170007, loss_adv_gen: -24.297211
+2023-02-12 21:59:25,001 - INFO - [Eval] step: 77999, bce: 0.244966, psnr: 29.355749, ssim: 0.959745
+2023-02-12 21:59:55,337 - INFO - [Train] step: 78099, loss_adv_disc: -1.869050
+2023-02-12 21:59:55,548 - INFO - [Train] step: 78099, loss_mpn: 0.013706, loss_rec: 0.017059, loss_semantic: 0.271400, loss_idmrf: 1.106075, loss_adv_gen: -32.159592
+2023-02-12 22:00:24,853 - INFO - [Train] step: 78199, loss_adv_disc: -0.694928
+2023-02-12 22:00:25,064 - INFO - [Train] step: 78199, loss_mpn: 0.010231, loss_rec: 0.018603, loss_semantic: 0.303646, loss_idmrf: 1.553169, loss_adv_gen: -10.599823
+2023-02-12 22:00:54,365 - INFO - [Train] step: 78299, loss_adv_disc: -1.492590
+2023-02-12 22:00:54,574 - INFO - [Train] step: 78299, loss_mpn: 0.029208, loss_rec: 0.043565, loss_semantic: 0.531334, loss_idmrf: 3.110640, loss_adv_gen: 6.624603
+2023-02-12 22:01:23,861 - INFO - [Train] step: 78399, loss_adv_disc: -5.917741
+2023-02-12 22:01:24,070 - INFO - [Train] step: 78399, loss_mpn: 0.014746, loss_rec: 0.030828, loss_semantic: 0.370716, loss_idmrf: 0.641258, loss_adv_gen: -30.985611
+2023-02-12 22:01:53,374 - INFO - [Train] step: 78499, loss_adv_disc: -2.458356
+2023-02-12 22:01:53,584 - INFO - [Train] step: 78499, loss_mpn: 0.008769, loss_rec: 0.019324, loss_semantic: 0.308658, loss_idmrf: 1.052042, loss_adv_gen: -12.480179
+2023-02-12 22:02:22,867 - INFO - [Train] step: 78599, loss_adv_disc: -3.685525
+2023-02-12 22:02:23,076 - INFO - [Train] step: 78599, loss_mpn: 0.039421, loss_rec: 0.031946, loss_semantic: 0.342704, loss_idmrf: 1.548755, loss_adv_gen: -7.087158
+2023-02-12 22:02:52,383 - INFO - [Train] step: 78699, loss_adv_disc: -0.522042
+2023-02-12 22:02:52,592 - INFO - [Train] step: 78699, loss_mpn: 0.009137, loss_rec: 0.023709, loss_semantic: 0.276450, loss_idmrf: 0.697814, loss_adv_gen: -23.835068
+2023-02-12 22:03:21,897 - INFO - [Train] step: 78799, loss_adv_disc: -2.328640
+2023-02-12 22:03:22,106 - INFO - [Train] step: 78799, loss_mpn: 0.026196, loss_rec: 0.029264, loss_semantic: 0.370760, loss_idmrf: 1.673305, loss_adv_gen: 4.738907
+2023-02-12 22:03:51,410 - INFO - [Train] step: 78899, loss_adv_disc: -2.983714
+2023-02-12 22:03:51,621 - INFO - [Train] step: 78899, loss_mpn: 0.012416, loss_rec: 0.025609, loss_semantic: 0.381932, loss_idmrf: 1.316743, loss_adv_gen: -22.635071
+2023-02-12 22:04:20,936 - INFO - [Train] step: 78999, loss_adv_disc: -1.434405
+2023-02-12 22:04:21,146 - INFO - [Train] step: 78999, loss_mpn: 0.005963, loss_rec: 0.016383, loss_semantic: 0.260136, loss_idmrf: 0.628291, loss_adv_gen: -24.092926
+2023-02-12 22:04:58,316 - INFO - [Eval] step: 78999, bce: 0.180264, psnr: 29.433878, ssim: 0.959858
+2023-02-12 22:05:28,637 - INFO - [Train] step: 79099, loss_adv_disc: -0.945140
+2023-02-12 22:05:28,846 - INFO - [Train] step: 79099, loss_mpn: 0.014133, loss_rec: 0.015775, loss_semantic: 0.278595, loss_idmrf: 1.339719, loss_adv_gen: -10.491653
+2023-02-12 22:05:58,131 - INFO - [Train] step: 79199, loss_adv_disc: -0.996181
+2023-02-12 22:05:58,340 - INFO - [Train] step: 79199, loss_mpn: 0.005289, loss_rec: 0.018869, loss_semantic: 0.287186, loss_idmrf: 1.125021, loss_adv_gen: -11.777649
+2023-02-12 22:06:27,633 - INFO - [Train] step: 79299, loss_adv_disc: -5.420825
+2023-02-12 22:06:27,842 - INFO - [Train] step: 79299, loss_mpn: 0.043465, loss_rec: 0.035519, loss_semantic: 0.402694, loss_idmrf: 1.329745, loss_adv_gen: -10.706894
+2023-02-12 22:06:57,140 - INFO - [Train] step: 79399, loss_adv_disc: -2.673816
+2023-02-12 22:06:57,349 - INFO - [Train] step: 79399, loss_mpn: 0.008349, loss_rec: 0.019968, loss_semantic: 0.313932, loss_idmrf: 0.868498, loss_adv_gen: 3.465012
+2023-02-12 22:07:26,647 - INFO - [Train] step: 79499, loss_adv_disc: -1.943445
+2023-02-12 22:07:26,856 - INFO - [Train] step: 79499, loss_mpn: 0.009392, loss_rec: 0.016650, loss_semantic: 0.268713, loss_idmrf: 1.130947, loss_adv_gen: -45.081940
+2023-02-12 22:07:56,155 - INFO - [Train] step: 79599, loss_adv_disc: -3.704866
+2023-02-12 22:07:56,364 - INFO - [Train] step: 79599, loss_mpn: 0.016093, loss_rec: 0.029642, loss_semantic: 0.399155, loss_idmrf: 1.332579, loss_adv_gen: -18.639648
+2023-02-12 22:08:25,660 - INFO - [Train] step: 79699, loss_adv_disc: -1.880555
+2023-02-12 22:08:25,869 - INFO - [Train] step: 79699, loss_mpn: 0.009652, loss_rec: 0.020044, loss_semantic: 0.331316, loss_idmrf: 0.837624, loss_adv_gen: 2.887909
+2023-02-12 22:08:55,168 - INFO - [Train] step: 79799, loss_adv_disc: -2.015677
+2023-02-12 22:08:55,378 - INFO - [Train] step: 79799, loss_mpn: 0.017161, loss_rec: 0.023390, loss_semantic: 0.339819, loss_idmrf: 1.030102, loss_adv_gen: -21.604004
+2023-02-12 22:09:24,665 - INFO - [Train] step: 79899, loss_adv_disc: -1.833834
+2023-02-12 22:09:24,873 - INFO - [Train] step: 79899, loss_mpn: 0.010883, loss_rec: 0.019006, loss_semantic: 0.313928, loss_idmrf: 1.036283, loss_adv_gen: -47.980209
+2023-02-12 22:09:54,170 - INFO - [Train] step: 79999, loss_adv_disc: -3.740714
+2023-02-12 22:09:54,380 - INFO - [Train] step: 79999, loss_mpn: 0.013000, loss_rec: 0.025038, loss_semantic: 0.373298, loss_idmrf: 0.936110, loss_adv_gen: 0.577438
+2023-02-12 22:10:31,564 - INFO - [Eval] step: 79999, bce: 0.205440, psnr: 29.614763, ssim: 0.959764
+2023-02-12 22:11:02,256 - INFO - [Train] step: 80099, loss_adv_disc: -1.954846
+2023-02-12 22:11:02,465 - INFO - [Train] step: 80099, loss_mpn: 0.013018, loss_rec: 0.024143, loss_semantic: 0.317573, loss_idmrf: 0.981092, loss_adv_gen: -5.573532
+2023-02-12 22:11:31,756 - INFO - [Train] step: 80199, loss_adv_disc: -1.932872
+2023-02-12 22:11:31,966 - INFO - [Train] step: 80199, loss_mpn: 0.013036, loss_rec: 0.023987, loss_semantic: 0.385737, loss_idmrf: 1.310633, loss_adv_gen: -27.336014
+2023-02-12 22:12:01,272 - INFO - [Train] step: 80299, loss_adv_disc: -1.728409
+2023-02-12 22:12:01,483 - INFO - [Train] step: 80299, loss_mpn: 0.003626, loss_rec: 0.014644, loss_semantic: 0.259559, loss_idmrf: 0.893902, loss_adv_gen: -13.748108
+2023-02-12 22:12:30,760 - INFO - [Train] step: 80399, loss_adv_disc: -1.229165
+2023-02-12 22:12:30,969 - INFO - [Train] step: 80399, loss_mpn: 0.010315, loss_rec: 0.020912, loss_semantic: 0.332469, loss_idmrf: 0.912975, loss_adv_gen: -10.223984
+2023-02-12 22:13:00,268 - INFO - [Train] step: 80499, loss_adv_disc: -2.142443
+2023-02-12 22:13:00,477 - INFO - [Train] step: 80499, loss_mpn: 0.011445, loss_rec: 0.024147, loss_semantic: 0.333957, loss_idmrf: 1.182527, loss_adv_gen: -33.646790
+2023-02-12 22:13:29,767 - INFO - [Train] step: 80599, loss_adv_disc: -1.524771
+2023-02-12 22:13:29,977 - INFO - [Train] step: 80599, loss_mpn: 0.011521, loss_rec: 0.018568, loss_semantic: 0.312590, loss_idmrf: 1.109116, loss_adv_gen: -6.599350
+2023-02-12 22:13:59,262 - INFO - [Train] step: 80699, loss_adv_disc: -3.415359
+2023-02-12 22:13:59,471 - INFO - [Train] step: 80699, loss_mpn: 0.017199, loss_rec: 0.022234, loss_semantic: 0.306993, loss_idmrf: 0.666777, loss_adv_gen: 16.524124
+2023-02-12 22:14:28,767 - INFO - [Train] step: 80799, loss_adv_disc: -2.240194
+2023-02-12 22:14:28,975 - INFO - [Train] step: 80799, loss_mpn: 0.007608, loss_rec: 0.018088, loss_semantic: 0.267332, loss_idmrf: 0.492199, loss_adv_gen: -21.447037
+2023-02-12 22:14:58,488 - INFO - [Train] step: 80899, loss_adv_disc: -0.793497
+2023-02-12 22:14:58,697 - INFO - [Train] step: 80899, loss_mpn: 0.013266, loss_rec: 0.024574, loss_semantic: 0.347341, loss_idmrf: 1.034722, loss_adv_gen: -3.172165
+2023-02-12 22:15:27,986 - INFO - [Train] step: 80999, loss_adv_disc: -1.906720
+2023-02-12 22:15:28,195 - INFO - [Train] step: 80999, loss_mpn: 0.017004, loss_rec: 0.023209, loss_semantic: 0.368184, loss_idmrf: 1.295650, loss_adv_gen: -14.581955
+2023-02-12 22:16:05,347 - INFO - [Eval] step: 80999, bce: 0.195160, psnr: 29.480499, ssim: 0.960152
+2023-02-12 22:16:35,688 - INFO - [Train] step: 81099, loss_adv_disc: -1.384778
+2023-02-12 22:16:35,896 - INFO - [Train] step: 81099, loss_mpn: 0.005045, loss_rec: 0.014305, loss_semantic: 0.243195, loss_idmrf: 0.527773, loss_adv_gen: 18.854034
+2023-02-12 22:17:05,193 - INFO - [Train] step: 81199, loss_adv_disc: -2.199818
+2023-02-12 22:17:05,402 - INFO - [Train] step: 81199, loss_mpn: 0.040804, loss_rec: 0.029125, loss_semantic: 0.384294, loss_idmrf: 1.915502, loss_adv_gen: -1.895004
+2023-02-12 22:17:34,696 - INFO - [Train] step: 81299, loss_adv_disc: -2.393034
+2023-02-12 22:17:34,907 - INFO - [Train] step: 81299, loss_mpn: 0.016880, loss_rec: 0.021008, loss_semantic: 0.359613, loss_idmrf: 1.491770, loss_adv_gen: 12.128220
+2023-02-12 22:18:04,194 - INFO - [Train] step: 81399, loss_adv_disc: -3.299304
+2023-02-12 22:18:04,403 - INFO - [Train] step: 81399, loss_mpn: 0.014245, loss_rec: 0.032467, loss_semantic: 0.391594, loss_idmrf: 1.105607, loss_adv_gen: -4.272964
+2023-02-12 22:18:33,683 - INFO - [Train] step: 81499, loss_adv_disc: -0.786523
+2023-02-12 22:18:33,894 - INFO - [Train] step: 81499, loss_mpn: 0.012494, loss_rec: 0.022089, loss_semantic: 0.316979, loss_idmrf: 1.499170, loss_adv_gen: -4.324432
+2023-02-12 22:19:03,180 - INFO - [Train] step: 81599, loss_adv_disc: -1.239787
+2023-02-12 22:19:03,391 - INFO - [Train] step: 81599, loss_mpn: 0.011870, loss_rec: 0.021669, loss_semantic: 0.316628, loss_idmrf: 1.241662, loss_adv_gen: -23.222687
+2023-02-12 22:19:32,682 - INFO - [Train] step: 81699, loss_adv_disc: -3.129382
+2023-02-12 22:19:32,892 - INFO - [Train] step: 81699, loss_mpn: 0.025611, loss_rec: 0.033635, loss_semantic: 0.420178, loss_idmrf: 1.507029, loss_adv_gen: 26.161728
+2023-02-12 22:20:02,171 - INFO - [Train] step: 81799, loss_adv_disc: -1.751543
+2023-02-12 22:20:02,382 - INFO - [Train] step: 81799, loss_mpn: 0.006118, loss_rec: 0.022196, loss_semantic: 0.301933, loss_idmrf: 0.890265, loss_adv_gen: -1.251083
+2023-02-12 22:20:31,660 - INFO - [Train] step: 81899, loss_adv_disc: -2.294317
+2023-02-12 22:20:31,868 - INFO - [Train] step: 81899, loss_mpn: 0.010397, loss_rec: 0.023446, loss_semantic: 0.324697, loss_idmrf: 0.527594, loss_adv_gen: 11.055801
+2023-02-12 22:21:01,154 - INFO - [Train] step: 81999, loss_adv_disc: -1.653113
+2023-02-12 22:21:01,364 - INFO - [Train] step: 81999, loss_mpn: 0.007606, loss_rec: 0.016752, loss_semantic: 0.263431, loss_idmrf: 2.341574, loss_adv_gen: -20.123428
+2023-02-12 22:21:38,553 - INFO - [Eval] step: 81999, bce: 0.212853, psnr: 29.343424, ssim: 0.959769
+2023-02-12 22:22:08,875 - INFO - [Train] step: 82099, loss_adv_disc: -2.685766
+2023-02-12 22:22:09,084 - INFO - [Train] step: 82099, loss_mpn: 0.014007, loss_rec: 0.019701, loss_semantic: 0.310383, loss_idmrf: 1.262186, loss_adv_gen: -1.794891
+2023-02-12 22:22:38,372 - INFO - [Train] step: 82199, loss_adv_disc: -1.113030
+2023-02-12 22:22:38,582 - INFO - [Train] step: 82199, loss_mpn: 0.021257, loss_rec: 0.026576, loss_semantic: 0.393461, loss_idmrf: 1.336469, loss_adv_gen: -5.483688
+2023-02-12 22:23:07,873 - INFO - [Train] step: 82299, loss_adv_disc: -1.548123
+2023-02-12 22:23:08,081 - INFO - [Train] step: 82299, loss_mpn: 0.012246, loss_rec: 0.020468, loss_semantic: 0.292406, loss_idmrf: 1.356920, loss_adv_gen: -10.126953
+2023-02-12 22:23:37,363 - INFO - [Train] step: 82399, loss_adv_disc: -3.318037
+2023-02-12 22:23:37,572 - INFO - [Train] step: 82399, loss_mpn: 0.011543, loss_rec: 0.022613, loss_semantic: 0.352956, loss_idmrf: 1.257604, loss_adv_gen: 10.006912
+2023-02-12 22:24:06,857 - INFO - [Train] step: 82499, loss_adv_disc: -2.064742
+2023-02-12 22:24:07,067 - INFO - [Train] step: 82499, loss_mpn: 0.012422, loss_rec: 0.021517, loss_semantic: 0.315286, loss_idmrf: 1.129812, loss_adv_gen: -5.061310
+2023-02-12 22:24:36,344 - INFO - [Train] step: 82599, loss_adv_disc: 0.172682
+2023-02-12 22:24:36,554 - INFO - [Train] step: 82599, loss_mpn: 0.012576, loss_rec: 0.023421, loss_semantic: 0.334479, loss_idmrf: 1.477735, loss_adv_gen: -9.905151
+2023-02-12 22:25:05,841 - INFO - [Train] step: 82699, loss_adv_disc: -1.891251
+2023-02-12 22:25:06,051 - INFO - [Train] step: 82699, loss_mpn: 0.011026, loss_rec: 0.021462, loss_semantic: 0.314751, loss_idmrf: 0.609500, loss_adv_gen: -25.305420
+2023-02-12 22:25:35,332 - INFO - [Train] step: 82799, loss_adv_disc: -1.756757
+2023-02-12 22:25:35,542 - INFO - [Train] step: 82799, loss_mpn: 0.009673, loss_rec: 0.022299, loss_semantic: 0.296469, loss_idmrf: 0.604528, loss_adv_gen: 9.052139
+2023-02-12 22:26:04,821 - INFO - [Train] step: 82899, loss_adv_disc: -3.912753
+2023-02-12 22:26:05,031 - INFO - [Train] step: 82899, loss_mpn: 0.014304, loss_rec: 0.026747, loss_semantic: 0.336144, loss_idmrf: 1.128212, loss_adv_gen: 10.291565
+2023-02-12 22:26:34,314 - INFO - [Train] step: 82999, loss_adv_disc: -2.641112
+2023-02-12 22:26:34,523 - INFO - [Train] step: 82999, loss_mpn: 0.018135, loss_rec: 0.021465, loss_semantic: 0.326331, loss_idmrf: 1.163360, loss_adv_gen: 12.538666
+2023-02-12 22:27:11,691 - INFO - [Eval] step: 82999, bce: 0.259439, psnr: 29.434824, ssim: 0.959572
+2023-02-12 22:27:42,020 - INFO - [Train] step: 83099, loss_adv_disc: -1.854239
+2023-02-12 22:27:42,229 - INFO - [Train] step: 83099, loss_mpn: 0.013305, loss_rec: 0.024816, loss_semantic: 0.354490, loss_idmrf: 1.155751, loss_adv_gen: -35.695221
+2023-02-12 22:28:11,509 - INFO - [Train] step: 83199, loss_adv_disc: -5.303917
+2023-02-12 22:28:11,718 - INFO - [Train] step: 83199, loss_mpn: 0.036127, loss_rec: 0.044794, loss_semantic: 0.407443, loss_idmrf: 1.683210, loss_adv_gen: 15.574738
+2023-02-12 22:28:41,010 - INFO - [Train] step: 83299, loss_adv_disc: -3.863278
+2023-02-12 22:28:41,221 - INFO - [Train] step: 83299, loss_mpn: 0.019194, loss_rec: 0.028987, loss_semantic: 0.355459, loss_idmrf: 2.104625, loss_adv_gen: -29.801331
+2023-02-12 22:29:10,497 - INFO - [Train] step: 83399, loss_adv_disc: -0.666235
+2023-02-12 22:29:10,706 - INFO - [Train] step: 83399, loss_mpn: 0.031817, loss_rec: 0.032100, loss_semantic: 0.418056, loss_idmrf: 2.055821, loss_adv_gen: -25.406769
+2023-02-12 22:29:39,998 - INFO - [Train] step: 83499, loss_adv_disc: -1.871648
+2023-02-12 22:29:40,207 - INFO - [Train] step: 83499, loss_mpn: 0.009200, loss_rec: 0.018592, loss_semantic: 0.266195, loss_idmrf: 0.715677, loss_adv_gen: -2.813675
+2023-02-12 22:30:09,488 - INFO - [Train] step: 83599, loss_adv_disc: -2.040806
+2023-02-12 22:30:09,697 - INFO - [Train] step: 83599, loss_mpn: 0.017686, loss_rec: 0.021136, loss_semantic: 0.316977, loss_idmrf: 1.369921, loss_adv_gen: -5.230347
+2023-02-12 22:30:38,994 - INFO - [Train] step: 83699, loss_adv_disc: -2.911713
+2023-02-12 22:30:39,203 - INFO - [Train] step: 83699, loss_mpn: 0.013632, loss_rec: 0.026632, loss_semantic: 0.368659, loss_idmrf: 1.713869, loss_adv_gen: -12.311432
+2023-02-12 22:31:08,490 - INFO - [Train] step: 83799, loss_adv_disc: -1.573983
+2023-02-12 22:31:08,699 - INFO - [Train] step: 83799, loss_mpn: 0.008004, loss_rec: 0.019203, loss_semantic: 0.292114, loss_idmrf: 0.802957, loss_adv_gen: -21.593292
+2023-02-12 22:31:37,975 - INFO - [Train] step: 83899, loss_adv_disc: -1.295604
+2023-02-12 22:31:38,183 - INFO - [Train] step: 83899, loss_mpn: 0.035844, loss_rec: 0.025547, loss_semantic: 0.303224, loss_idmrf: 1.509167, loss_adv_gen: 8.185944
+2023-02-12 22:32:07,474 - INFO - [Train] step: 83999, loss_adv_disc: -1.305321
+2023-02-12 22:32:07,683 - INFO - [Train] step: 83999, loss_mpn: 0.014502, loss_rec: 0.028332, loss_semantic: 0.392771, loss_idmrf: 1.674671, loss_adv_gen: -22.083939
+2023-02-12 22:32:44,854 - INFO - [Eval] step: 83999, bce: 0.227091, psnr: 29.698452, ssim: 0.960404
+2023-02-12 22:33:15,394 - INFO - [Train] step: 84099, loss_adv_disc: -2.061622
+2023-02-12 22:33:15,603 - INFO - [Train] step: 84099, loss_mpn: 0.026596, loss_rec: 0.030299, loss_semantic: 0.365827, loss_idmrf: 0.752204, loss_adv_gen: 9.087082
+2023-02-12 22:33:44,895 - INFO - [Train] step: 84199, loss_adv_disc: -1.424239
+2023-02-12 22:33:45,104 - INFO - [Train] step: 84199, loss_mpn: 0.007965, loss_rec: 0.018912, loss_semantic: 0.292395, loss_idmrf: 1.015371, loss_adv_gen: 16.790253
+2023-02-12 22:34:14,397 - INFO - [Train] step: 84299, loss_adv_disc: -2.842542
+2023-02-12 22:34:14,607 - INFO - [Train] step: 84299, loss_mpn: 0.012008, loss_rec: 0.021443, loss_semantic: 0.333010, loss_idmrf: 0.797953, loss_adv_gen: 4.505051
+2023-02-12 22:34:43,889 - INFO - [Train] step: 84399, loss_adv_disc: -3.406497
+2023-02-12 22:34:44,098 - INFO - [Train] step: 84399, loss_mpn: 0.020828, loss_rec: 0.026032, loss_semantic: 0.406164, loss_idmrf: 1.752105, loss_adv_gen: -1.479828
+2023-02-12 22:35:13,388 - INFO - [Train] step: 84499, loss_adv_disc: -0.875422
+2023-02-12 22:35:13,597 - INFO - [Train] step: 84499, loss_mpn: 0.007535, loss_rec: 0.017292, loss_semantic: 0.278894, loss_idmrf: 0.618171, loss_adv_gen: 26.819199
+2023-02-12 22:35:42,889 - INFO - [Train] step: 84599, loss_adv_disc: -1.599960
+2023-02-12 22:35:43,099 - INFO - [Train] step: 84599, loss_mpn: 0.016189, loss_rec: 0.021389, loss_semantic: 0.316380, loss_idmrf: 0.945099, loss_adv_gen: 16.799698
+2023-02-12 22:36:12,383 - INFO - [Train] step: 84699, loss_adv_disc: -1.210018
+2023-02-12 22:36:12,592 - INFO - [Train] step: 84699, loss_mpn: 0.040770, loss_rec: 0.029183, loss_semantic: 0.359197, loss_idmrf: 1.570401, loss_adv_gen: -5.110779
+2023-02-12 22:36:41,872 - INFO - [Train] step: 84799, loss_adv_disc: -2.146945
+2023-02-12 22:36:42,083 - INFO - [Train] step: 84799, loss_mpn: 0.011774, loss_rec: 0.025158, loss_semantic: 0.351535, loss_idmrf: 0.748179, loss_adv_gen: -36.865891
+2023-02-12 22:37:11,367 - INFO - [Train] step: 84899, loss_adv_disc: -2.920732
+2023-02-12 22:37:11,576 - INFO - [Train] step: 84899, loss_mpn: 0.017043, loss_rec: 0.020808, loss_semantic: 0.309455, loss_idmrf: 0.685178, loss_adv_gen: 2.887573
+2023-02-12 22:37:40,857 - INFO - [Train] step: 84999, loss_adv_disc: -2.183505
+2023-02-12 22:37:41,066 - INFO - [Train] step: 84999, loss_mpn: 0.015849, loss_rec: 0.022237, loss_semantic: 0.347815, loss_idmrf: 1.528895, loss_adv_gen: 16.759644
+2023-02-12 22:38:18,220 - INFO - [Eval] step: 84999, bce: 0.188199, psnr: 29.375647, ssim: 0.960063
+2023-02-12 22:38:48,681 - INFO - [Train] step: 85099, loss_adv_disc: -2.599847
+2023-02-12 22:38:48,890 - INFO - [Train] step: 85099, loss_mpn: 0.014380, loss_rec: 0.029810, loss_semantic: 0.415858, loss_idmrf: 1.149213, loss_adv_gen: 7.259567
+2023-02-12 22:39:18,173 - INFO - [Train] step: 85199, loss_adv_disc: -3.062160
+2023-02-12 22:39:18,383 - INFO - [Train] step: 85199, loss_mpn: 0.011563, loss_rec: 0.023880, loss_semantic: 0.355982, loss_idmrf: 1.135275, loss_adv_gen: 11.056839
+2023-02-12 22:39:47,680 - INFO - [Train] step: 85299, loss_adv_disc: -2.362738
+2023-02-12 22:39:47,889 - INFO - [Train] step: 85299, loss_mpn: 0.010951, loss_rec: 0.019874, loss_semantic: 0.297069, loss_idmrf: 1.274630, loss_adv_gen: 20.899750
+2023-02-12 22:40:17,173 - INFO - [Train] step: 85399, loss_adv_disc: -2.133623
+2023-02-12 22:40:17,381 - INFO - [Train] step: 85399, loss_mpn: 0.008740, loss_rec: 0.017253, loss_semantic: 0.286146, loss_idmrf: 0.948331, loss_adv_gen: -36.660095
+2023-02-12 22:40:46,666 - INFO - [Train] step: 85499, loss_adv_disc: -2.122717
+2023-02-12 22:40:46,874 - INFO - [Train] step: 85499, loss_mpn: 0.014356, loss_rec: 0.022839, loss_semantic: 0.359607, loss_idmrf: 1.582760, loss_adv_gen: 35.417862
+2023-02-12 22:41:16,165 - INFO - [Train] step: 85599, loss_adv_disc: -0.524845
+2023-02-12 22:41:16,375 - INFO - [Train] step: 85599, loss_mpn: 0.016080, loss_rec: 0.020722, loss_semantic: 0.308988, loss_idmrf: 0.970930, loss_adv_gen: 19.111923
+2023-02-12 22:41:45,663 - INFO - [Train] step: 85699, loss_adv_disc: -4.337905
+2023-02-12 22:41:45,872 - INFO - [Train] step: 85699, loss_mpn: 0.024659, loss_rec: 0.031992, loss_semantic: 0.417738, loss_idmrf: 0.840500, loss_adv_gen: 4.708832
+2023-02-12 22:42:15,164 - INFO - [Train] step: 85799, loss_adv_disc: -1.247869
+2023-02-12 22:42:15,374 - INFO - [Train] step: 85799, loss_mpn: 0.010486, loss_rec: 0.014143, loss_semantic: 0.250406, loss_idmrf: 1.057371, loss_adv_gen: 6.306793
+2023-02-12 22:42:44,648 - INFO - [Train] step: 85899, loss_adv_disc: -1.866068
+2023-02-12 22:42:44,857 - INFO - [Train] step: 85899, loss_mpn: 0.020127, loss_rec: 0.030857, loss_semantic: 0.398664, loss_idmrf: 1.461052, loss_adv_gen: 10.438232
+2023-02-12 22:43:14,143 - INFO - [Train] step: 85999, loss_adv_disc: -4.702723
+2023-02-12 22:43:14,352 - INFO - [Train] step: 85999, loss_mpn: 0.022697, loss_rec: 0.019282, loss_semantic: 0.315688, loss_idmrf: 2.003258, loss_adv_gen: -1.060745
+2023-02-12 22:43:51,506 - INFO - [Eval] step: 85999, bce: 0.226485, psnr: 29.559956, ssim: 0.960104
+2023-02-12 22:44:21,834 - INFO - [Train] step: 86099, loss_adv_disc: -0.295491
+2023-02-12 22:44:22,043 - INFO - [Train] step: 86099, loss_mpn: 0.007900, loss_rec: 0.012733, loss_semantic: 0.225708, loss_idmrf: 0.745022, loss_adv_gen: -1.513489
+2023-02-12 22:44:51,327 - INFO - [Train] step: 86199, loss_adv_disc: -3.232905
+2023-02-12 22:44:51,537 - INFO - [Train] step: 86199, loss_mpn: 0.019590, loss_rec: 0.026331, loss_semantic: 0.354718, loss_idmrf: 1.331614, loss_adv_gen: -7.958313
+2023-02-12 22:45:20,827 - INFO - [Train] step: 86299, loss_adv_disc: -1.881432
+2023-02-12 22:45:21,038 - INFO - [Train] step: 86299, loss_mpn: 0.006868, loss_rec: 0.019031, loss_semantic: 0.274666, loss_idmrf: 0.705134, loss_adv_gen: 18.449005
+2023-02-12 22:45:50,321 - INFO - [Train] step: 86399, loss_adv_disc: -1.145922
+2023-02-12 22:45:50,531 - INFO - [Train] step: 86399, loss_mpn: 0.006508, loss_rec: 0.016233, loss_semantic: 0.256258, loss_idmrf: 1.016549, loss_adv_gen: 15.945740
+2023-02-12 22:46:19,809 - INFO - [Train] step: 86499, loss_adv_disc: -1.173688
+2023-02-12 22:46:20,018 - INFO - [Train] step: 86499, loss_mpn: 0.004875, loss_rec: 0.015839, loss_semantic: 0.263512, loss_idmrf: 1.266933, loss_adv_gen: -41.751892
+2023-02-12 22:46:49,313 - INFO - [Train] step: 86599, loss_adv_disc: -0.974515
+2023-02-12 22:46:49,522 - INFO - [Train] step: 86599, loss_mpn: 0.015530, loss_rec: 0.023802, loss_semantic: 0.346080, loss_idmrf: 1.574933, loss_adv_gen: 23.652710
+2023-02-12 22:47:18,799 - INFO - [Train] step: 86699, loss_adv_disc: -2.270790
+2023-02-12 22:47:19,008 - INFO - [Train] step: 86699, loss_mpn: 0.017282, loss_rec: 0.032561, loss_semantic: 0.438176, loss_idmrf: 1.683188, loss_adv_gen: 21.022522
+2023-02-12 22:47:48,288 - INFO - [Train] step: 86799, loss_adv_disc: -2.770969
+2023-02-12 22:47:48,497 - INFO - [Train] step: 86799, loss_mpn: 0.009989, loss_rec: 0.027629, loss_semantic: 0.372735, loss_idmrf: 0.779297, loss_adv_gen: 15.239899
+2023-02-12 22:48:17,771 - INFO - [Train] step: 86899, loss_adv_disc: -2.491087
+2023-02-12 22:48:17,980 - INFO - [Train] step: 86899, loss_mpn: 0.030613, loss_rec: 0.042206, loss_semantic: 0.423085, loss_idmrf: 1.926254, loss_adv_gen: 0.479675
+2023-02-12 22:48:47,268 - INFO - [Train] step: 86999, loss_adv_disc: -2.636595
+2023-02-12 22:48:47,477 - INFO - [Train] step: 86999, loss_mpn: 0.010910, loss_rec: 0.025540, loss_semantic: 0.355855, loss_idmrf: 1.191296, loss_adv_gen: 4.286392
+2023-02-12 22:49:24,654 - INFO - [Eval] step: 86999, bce: 0.238724, psnr: 29.569613, ssim: 0.959560
+2023-02-12 22:49:54,975 - INFO - [Train] step: 87099, loss_adv_disc: -2.033104
+2023-02-12 22:49:55,183 - INFO - [Train] step: 87099, loss_mpn: 0.008914, loss_rec: 0.019173, loss_semantic: 0.304040, loss_idmrf: 1.048409, loss_adv_gen: 41.686340
+2023-02-12 22:50:24,469 - INFO - [Train] step: 87199, loss_adv_disc: -4.576338
+2023-02-12 22:50:24,678 - INFO - [Train] step: 87199, loss_mpn: 0.010562, loss_rec: 0.035617, loss_semantic: 0.402997, loss_idmrf: 1.742866, loss_adv_gen: 27.384201
+2023-02-12 22:50:53,959 - INFO - [Train] step: 87299, loss_adv_disc: -1.377123
+2023-02-12 22:50:54,167 - INFO - [Train] step: 87299, loss_mpn: 0.021754, loss_rec: 0.030215, loss_semantic: 0.383458, loss_idmrf: 1.370546, loss_adv_gen: -4.719833
+2023-02-12 22:51:23,451 - INFO - [Train] step: 87399, loss_adv_disc: -2.165551
+2023-02-12 22:51:23,660 - INFO - [Train] step: 87399, loss_mpn: 0.019520, loss_rec: 0.026305, loss_semantic: 0.362676, loss_idmrf: 1.113311, loss_adv_gen: 25.606369
+2023-02-12 22:51:52,933 - INFO - [Train] step: 87499, loss_adv_disc: -2.167655
+2023-02-12 22:51:53,142 - INFO - [Train] step: 87499, loss_mpn: 0.012374, loss_rec: 0.019891, loss_semantic: 0.301857, loss_idmrf: 0.761809, loss_adv_gen: 15.091827
+2023-02-12 22:52:22,416 - INFO - [Train] step: 87599, loss_adv_disc: -1.530239
+2023-02-12 22:52:22,626 - INFO - [Train] step: 87599, loss_mpn: 0.008741, loss_rec: 0.017174, loss_semantic: 0.286846, loss_idmrf: 0.562895, loss_adv_gen: -10.686615
+2023-02-12 22:52:51,921 - INFO - [Train] step: 87699, loss_adv_disc: -4.102802
+2023-02-12 22:52:52,130 - INFO - [Train] step: 87699, loss_mpn: 0.010287, loss_rec: 0.024522, loss_semantic: 0.321317, loss_idmrf: 1.411938, loss_adv_gen: -5.934036
+2023-02-12 22:53:21,415 - INFO - [Train] step: 87799, loss_adv_disc: -0.882149
+2023-02-12 22:53:21,625 - INFO - [Train] step: 87799, loss_mpn: 0.014064, loss_rec: 0.018791, loss_semantic: 0.277237, loss_idmrf: 0.792930, loss_adv_gen: -16.969391
+2023-02-12 22:53:50,912 - INFO - [Train] step: 87899, loss_adv_disc: -3.930111
+2023-02-12 22:53:51,122 - INFO - [Train] step: 87899, loss_mpn: 0.026538, loss_rec: 0.028247, loss_semantic: 0.347056, loss_idmrf: 1.235671, loss_adv_gen: 7.555023
+2023-02-12 22:54:20,596 - INFO - [Train] step: 87999, loss_adv_disc: -1.799998
+2023-02-12 22:54:20,804 - INFO - [Train] step: 87999, loss_mpn: 0.016673, loss_rec: 0.027757, loss_semantic: 0.384795, loss_idmrf: 1.311292, loss_adv_gen: -15.984299
+2023-02-12 22:54:57,985 - INFO - [Eval] step: 87999, bce: 0.208852, psnr: 29.609364, ssim: 0.960170
+2023-02-12 22:55:28,298 - INFO - [Train] step: 88099, loss_adv_disc: -0.694711
+2023-02-12 22:55:28,507 - INFO - [Train] step: 88099, loss_mpn: 0.009299, loss_rec: 0.018521, loss_semantic: 0.271008, loss_idmrf: 1.289457, loss_adv_gen: 8.517593
+2023-02-12 22:55:57,789 - INFO - [Train] step: 88199, loss_adv_disc: -1.654199
+2023-02-12 22:55:57,997 - INFO - [Train] step: 88199, loss_mpn: 0.011853, loss_rec: 0.018622, loss_semantic: 0.297453, loss_idmrf: 0.845039, loss_adv_gen: 10.536713
+2023-02-12 22:56:27,288 - INFO - [Train] step: 88299, loss_adv_disc: -2.048277
+2023-02-12 22:56:27,497 - INFO - [Train] step: 88299, loss_mpn: 0.006203, loss_rec: 0.016460, loss_semantic: 0.264777, loss_idmrf: 0.459634, loss_adv_gen: 30.065536
+2023-02-12 22:56:56,783 - INFO - [Train] step: 88399, loss_adv_disc: -1.170121
+2023-02-12 22:56:56,992 - INFO - [Train] step: 88399, loss_mpn: 0.004985, loss_rec: 0.015100, loss_semantic: 0.253353, loss_idmrf: 0.923472, loss_adv_gen: 32.590820
+2023-02-12 22:57:26,273 - INFO - [Train] step: 88499, loss_adv_disc: -0.676622
+2023-02-12 22:57:26,482 - INFO - [Train] step: 88499, loss_mpn: 0.009017, loss_rec: 0.015637, loss_semantic: 0.261410, loss_idmrf: 1.039613, loss_adv_gen: 37.004135
+2023-02-12 22:57:55,771 - INFO - [Train] step: 88599, loss_adv_disc: -3.199141
+2023-02-12 22:57:55,981 - INFO - [Train] step: 88599, loss_mpn: 0.011977, loss_rec: 0.025262, loss_semantic: 0.348552, loss_idmrf: 1.373847, loss_adv_gen: 7.484833
+2023-02-12 22:58:25,259 - INFO - [Train] step: 88699, loss_adv_disc: -2.282774
+2023-02-12 22:58:25,468 - INFO - [Train] step: 88699, loss_mpn: 0.004897, loss_rec: 0.017821, loss_semantic: 0.285942, loss_idmrf: 0.951750, loss_adv_gen: -16.504700
+2023-02-12 22:58:54,739 - INFO - [Train] step: 88799, loss_adv_disc: -1.006118
+2023-02-12 22:58:54,949 - INFO - [Train] step: 88799, loss_mpn: 0.013463, loss_rec: 0.026622, loss_semantic: 0.328155, loss_idmrf: 1.289775, loss_adv_gen: 8.089172
+2023-02-12 22:59:24,225 - INFO - [Train] step: 88899, loss_adv_disc: -0.012936
+2023-02-12 22:59:24,434 - INFO - [Train] step: 88899, loss_mpn: 0.011258, loss_rec: 0.023178, loss_semantic: 0.330777, loss_idmrf: 1.395392, loss_adv_gen: -8.399399
+2023-02-12 22:59:53,727 - INFO - [Train] step: 88999, loss_adv_disc: -1.760600
+2023-02-12 22:59:53,935 - INFO - [Train] step: 88999, loss_mpn: 0.011513, loss_rec: 0.021993, loss_semantic: 0.317674, loss_idmrf: 0.893112, loss_adv_gen: -12.760788
+2023-02-12 23:00:31,110 - INFO - [Eval] step: 88999, bce: 0.192495, psnr: 29.364573, ssim: 0.960369
+2023-02-12 23:01:01,433 - INFO - [Train] step: 89099, loss_adv_disc: -2.534625
+2023-02-12 23:01:01,642 - INFO - [Train] step: 89099, loss_mpn: 0.009743, loss_rec: 0.024122, loss_semantic: 0.378278, loss_idmrf: 0.856037, loss_adv_gen: 26.906036
+2023-02-12 23:01:30,925 - INFO - [Train] step: 89199, loss_adv_disc: -1.590876
+2023-02-12 23:01:31,134 - INFO - [Train] step: 89199, loss_mpn: 0.010254, loss_rec: 0.021274, loss_semantic: 0.311404, loss_idmrf: 0.765905, loss_adv_gen: 10.778320
+2023-02-12 23:02:00,411 - INFO - [Train] step: 89299, loss_adv_disc: -3.242207
+2023-02-12 23:02:00,620 - INFO - [Train] step: 89299, loss_mpn: 0.009426, loss_rec: 0.023970, loss_semantic: 0.346735, loss_idmrf: 0.909902, loss_adv_gen: 37.161652
+2023-02-12 23:02:29,901 - INFO - [Train] step: 89399, loss_adv_disc: -1.214535
+2023-02-12 23:02:30,109 - INFO - [Train] step: 89399, loss_mpn: 0.012563, loss_rec: 0.020839, loss_semantic: 0.346860, loss_idmrf: 0.786266, loss_adv_gen: 18.001709
+2023-02-12 23:02:59,402 - INFO - [Train] step: 89499, loss_adv_disc: -1.577059
+2023-02-12 23:02:59,612 - INFO - [Train] step: 89499, loss_mpn: 0.010237, loss_rec: 0.023017, loss_semantic: 0.290351, loss_idmrf: 0.716984, loss_adv_gen: 8.327850
+2023-02-12 23:03:28,885 - INFO - [Train] step: 89599, loss_adv_disc: -1.172501
+2023-02-12 23:03:29,093 - INFO - [Train] step: 89599, loss_mpn: 0.005797, loss_rec: 0.014376, loss_semantic: 0.236088, loss_idmrf: 1.051965, loss_adv_gen: 5.179504
+2023-02-12 23:03:58,380 - INFO - [Train] step: 89699, loss_adv_disc: -1.264019
+2023-02-12 23:03:58,589 - INFO - [Train] step: 89699, loss_mpn: 0.006720, loss_rec: 0.019182, loss_semantic: 0.278959, loss_idmrf: 1.156227, loss_adv_gen: 22.859497
+2023-02-12 23:04:27,870 - INFO - [Train] step: 89799, loss_adv_disc: -1.543325
+2023-02-12 23:04:28,079 - INFO - [Train] step: 89799, loss_mpn: 0.037993, loss_rec: 0.024059, loss_semantic: 0.300190, loss_idmrf: 1.335723, loss_adv_gen: 6.400848
+2023-02-12 23:04:57,351 - INFO - [Train] step: 89899, loss_adv_disc: -1.700919
+2023-02-12 23:04:57,560 - INFO - [Train] step: 89899, loss_mpn: 0.015497, loss_rec: 0.026579, loss_semantic: 0.353798, loss_idmrf: 1.827608, loss_adv_gen: 45.832916
+2023-02-12 23:05:26,830 - INFO - [Train] step: 89999, loss_adv_disc: -2.272173
+2023-02-12 23:05:27,038 - INFO - [Train] step: 89999, loss_mpn: 0.015357, loss_rec: 0.024759, loss_semantic: 0.378283, loss_idmrf: 1.403883, loss_adv_gen: 3.761703
+2023-02-12 23:06:04,230 - INFO - [Eval] step: 89999, bce: 0.245090, psnr: 29.742336, ssim: 0.959814
+2023-02-12 23:06:34,878 - INFO - [Train] step: 90099, loss_adv_disc: -1.275551
+2023-02-12 23:06:35,089 - INFO - [Train] step: 90099, loss_mpn: 0.010013, loss_rec: 0.018038, loss_semantic: 0.273438, loss_idmrf: 0.680710, loss_adv_gen: -9.509262
+2023-02-12 23:07:04,370 - INFO - [Train] step: 90199, loss_adv_disc: -2.897920
+2023-02-12 23:07:04,581 - INFO - [Train] step: 90199, loss_mpn: 0.007949, loss_rec: 0.024239, loss_semantic: 0.335838, loss_idmrf: 0.733817, loss_adv_gen: 16.263672
+2023-02-12 23:07:33,870 - INFO - [Train] step: 90299, loss_adv_disc: -3.344249
+2023-02-12 23:07:34,079 - INFO - [Train] step: 90299, loss_mpn: 0.019946, loss_rec: 0.023859, loss_semantic: 0.321477, loss_idmrf: 1.387035, loss_adv_gen: 0.904022
+2023-02-12 23:08:03,355 - INFO - [Train] step: 90399, loss_adv_disc: -2.814696
+2023-02-12 23:08:03,564 - INFO - [Train] step: 90399, loss_mpn: 0.043506, loss_rec: 0.026508, loss_semantic: 0.356641, loss_idmrf: 0.775598, loss_adv_gen: 37.660751
+2023-02-12 23:08:32,842 - INFO - [Train] step: 90499, loss_adv_disc: -2.244023
+2023-02-12 23:08:33,051 - INFO - [Train] step: 90499, loss_mpn: 0.007977, loss_rec: 0.015630, loss_semantic: 0.257737, loss_idmrf: 1.307551, loss_adv_gen: 27.113403
+2023-02-12 23:09:02,328 - INFO - [Train] step: 90599, loss_adv_disc: -2.370589
+2023-02-12 23:09:02,536 - INFO - [Train] step: 90599, loss_mpn: 0.008889, loss_rec: 0.020706, loss_semantic: 0.338355, loss_idmrf: 1.680592, loss_adv_gen: 37.242081
+2023-02-12 23:09:31,828 - INFO - [Train] step: 90699, loss_adv_disc: -1.682405
+2023-02-12 23:09:32,038 - INFO - [Train] step: 90699, loss_mpn: 0.018369, loss_rec: 0.024092, loss_semantic: 0.349372, loss_idmrf: 0.982044, loss_adv_gen: 9.344421
+2023-02-12 23:10:01,330 - INFO - [Train] step: 90799, loss_adv_disc: -2.335721
+2023-02-12 23:10:01,539 - INFO - [Train] step: 90799, loss_mpn: 0.028429, loss_rec: 0.028547, loss_semantic: 0.398257, loss_idmrf: 1.688701, loss_adv_gen: 6.936996
+2023-02-12 23:10:30,827 - INFO - [Train] step: 90899, loss_adv_disc: -1.315806
+2023-02-12 23:10:31,037 - INFO - [Train] step: 90899, loss_mpn: 0.014587, loss_rec: 0.019561, loss_semantic: 0.302764, loss_idmrf: 1.179077, loss_adv_gen: 45.661163
+2023-02-12 23:11:00,321 - INFO - [Train] step: 90999, loss_adv_disc: -2.068295
+2023-02-12 23:11:00,530 - INFO - [Train] step: 90999, loss_mpn: 0.013626, loss_rec: 0.025153, loss_semantic: 0.347251, loss_idmrf: 0.962201, loss_adv_gen: 7.953857
+2023-02-12 23:11:37,705 - INFO - [Eval] step: 90999, bce: 0.187079, psnr: 29.633524, ssim: 0.959863
+2023-02-12 23:12:08,016 - INFO - [Train] step: 91099, loss_adv_disc: -2.071609
+2023-02-12 23:12:08,226 - INFO - [Train] step: 91099, loss_mpn: 0.011025, loss_rec: 0.019732, loss_semantic: 0.304933, loss_idmrf: 0.783460, loss_adv_gen: 32.428528
+2023-02-12 23:12:37,519 - INFO - [Train] step: 91199, loss_adv_disc: -2.290299
+2023-02-12 23:12:37,727 - INFO - [Train] step: 91199, loss_mpn: 0.012277, loss_rec: 0.021695, loss_semantic: 0.298362, loss_idmrf: 1.158478, loss_adv_gen: 12.822037
+2023-02-12 23:13:07,006 - INFO - [Train] step: 91299, loss_adv_disc: -3.255817
+2023-02-12 23:13:07,215 - INFO - [Train] step: 91299, loss_mpn: 0.009954, loss_rec: 0.022992, loss_semantic: 0.323687, loss_idmrf: 0.946588, loss_adv_gen: 52.449493
+2023-02-12 23:13:36,508 - INFO - [Train] step: 91399, loss_adv_disc: -2.859841
+2023-02-12 23:13:36,717 - INFO - [Train] step: 91399, loss_mpn: 0.018513, loss_rec: 0.021798, loss_semantic: 0.342798, loss_idmrf: 1.019126, loss_adv_gen: 13.479965
+2023-02-12 23:14:05,994 - INFO - [Train] step: 91499, loss_adv_disc: -2.015166
+2023-02-12 23:14:06,203 - INFO - [Train] step: 91499, loss_mpn: 0.003618, loss_rec: 0.017131, loss_semantic: 0.263530, loss_idmrf: 0.533798, loss_adv_gen: 5.799530
+2023-02-12 23:14:35,479 - INFO - [Train] step: 91599, loss_adv_disc: -2.162205
+2023-02-12 23:14:35,689 - INFO - [Train] step: 91599, loss_mpn: 0.013652, loss_rec: 0.019602, loss_semantic: 0.305864, loss_idmrf: 0.934743, loss_adv_gen: 2.177551
+2023-02-12 23:15:04,978 - INFO - [Train] step: 91699, loss_adv_disc: -3.595319
+2023-02-12 23:15:05,188 - INFO - [Train] step: 91699, loss_mpn: 0.011767, loss_rec: 0.027846, loss_semantic: 0.380262, loss_idmrf: 1.386422, loss_adv_gen: 20.448700
+2023-02-12 23:15:34,468 - INFO - [Train] step: 91799, loss_adv_disc: -2.258083
+2023-02-12 23:15:34,678 - INFO - [Train] step: 91799, loss_mpn: 0.015338, loss_rec: 0.023363, loss_semantic: 0.345113, loss_idmrf: 1.197403, loss_adv_gen: 18.718170
+2023-02-12 23:16:03,964 - INFO - [Train] step: 91899, loss_adv_disc: -1.904118
+2023-02-12 23:16:04,175 - INFO - [Train] step: 91899, loss_mpn: 0.011975, loss_rec: 0.019686, loss_semantic: 0.296047, loss_idmrf: 0.774503, loss_adv_gen: 7.820847
+2023-02-12 23:16:33,450 - INFO - [Train] step: 91999, loss_adv_disc: -3.374937
+2023-02-12 23:16:33,659 - INFO - [Train] step: 91999, loss_mpn: 0.011986, loss_rec: 0.024965, loss_semantic: 0.309911, loss_idmrf: 0.861377, loss_adv_gen: 49.800323
+2023-02-12 23:17:10,825 - INFO - [Eval] step: 91999, bce: 0.293027, psnr: 29.445091, ssim: 0.959714
+2023-02-12 23:17:41,151 - INFO - [Train] step: 92099, loss_adv_disc: -2.540604
+2023-02-12 23:17:41,360 - INFO - [Train] step: 92099, loss_mpn: 0.010452, loss_rec: 0.021151, loss_semantic: 0.299822, loss_idmrf: 0.832366, loss_adv_gen: 3.457794
+2023-02-12 23:18:10,655 - INFO - [Train] step: 92199, loss_adv_disc: -1.015079
+2023-02-12 23:18:10,864 - INFO - [Train] step: 92199, loss_mpn: 0.003949, loss_rec: 0.015347, loss_semantic: 0.272474, loss_idmrf: 0.733950, loss_adv_gen: 19.874664
+2023-02-12 23:18:40,140 - INFO - [Train] step: 92299, loss_adv_disc: -1.289920
+2023-02-12 23:18:40,351 - INFO - [Train] step: 92299, loss_mpn: 0.004928, loss_rec: 0.014189, loss_semantic: 0.250844, loss_idmrf: 0.847363, loss_adv_gen: 42.136841
+2023-02-12 23:19:09,634 - INFO - [Train] step: 92399, loss_adv_disc: -1.404711
+2023-02-12 23:19:09,843 - INFO - [Train] step: 92399, loss_mpn: 0.005561, loss_rec: 0.020467, loss_semantic: 0.313894, loss_idmrf: 0.621334, loss_adv_gen: 32.155670
+2023-02-12 23:19:39,146 - INFO - [Train] step: 92499, loss_adv_disc: -0.500072
+2023-02-12 23:19:39,355 - INFO - [Train] step: 92499, loss_mpn: 0.007052, loss_rec: 0.015991, loss_semantic: 0.269340, loss_idmrf: 1.065239, loss_adv_gen: -4.498840
+2023-02-12 23:20:08,632 - INFO - [Train] step: 92599, loss_adv_disc: -2.582837
+2023-02-12 23:20:08,843 - INFO - [Train] step: 92599, loss_mpn: 0.015176, loss_rec: 0.021575, loss_semantic: 0.331674, loss_idmrf: 0.629503, loss_adv_gen: 31.273178
+2023-02-12 23:20:38,130 - INFO - [Train] step: 92699, loss_adv_disc: -1.053490
+2023-02-12 23:20:38,339 - INFO - [Train] step: 92699, loss_mpn: 0.009916, loss_rec: 0.019254, loss_semantic: 0.301340, loss_idmrf: 1.163476, loss_adv_gen: 11.960846
+2023-02-12 23:21:07,619 - INFO - [Train] step: 92799, loss_adv_disc: -1.211599
+2023-02-12 23:21:07,829 - INFO - [Train] step: 92799, loss_mpn: 0.009589, loss_rec: 0.021135, loss_semantic: 0.326048, loss_idmrf: 0.745327, loss_adv_gen: 39.651550
+2023-02-12 23:21:37,131 - INFO - [Train] step: 92899, loss_adv_disc: -2.725896
+2023-02-12 23:21:37,340 - INFO - [Train] step: 92899, loss_mpn: 0.004661, loss_rec: 0.016006, loss_semantic: 0.283285, loss_idmrf: 0.879264, loss_adv_gen: -2.264526
+2023-02-12 23:22:06,635 - INFO - [Train] step: 92999, loss_adv_disc: -2.347195
+2023-02-12 23:22:06,845 - INFO - [Train] step: 92999, loss_mpn: 0.009404, loss_rec: 0.020496, loss_semantic: 0.312576, loss_idmrf: 0.992978, loss_adv_gen: 15.451508
+2023-02-12 23:22:44,016 - INFO - [Eval] step: 92999, bce: 0.183046, psnr: 29.671326, ssim: 0.960319
+2023-02-12 23:23:14,327 - INFO - [Train] step: 93099, loss_adv_disc: -1.041051
+2023-02-12 23:23:14,538 - INFO - [Train] step: 93099, loss_mpn: 0.003127, loss_rec: 0.014626, loss_semantic: 0.253543, loss_idmrf: 1.043261, loss_adv_gen: 49.892822
+2023-02-12 23:23:43,818 - INFO - [Train] step: 93199, loss_adv_disc: -2.792303
+2023-02-12 23:23:44,028 - INFO - [Train] step: 93199, loss_mpn: 0.018102, loss_rec: 0.030405, loss_semantic: 0.380928, loss_idmrf: 1.279510, loss_adv_gen: 38.999084
+2023-02-12 23:24:13,302 - INFO - [Train] step: 93299, loss_adv_disc: -2.303699
+2023-02-12 23:24:13,512 - INFO - [Train] step: 93299, loss_mpn: 0.016762, loss_rec: 0.025169, loss_semantic: 0.375074, loss_idmrf: 1.377540, loss_adv_gen: 9.224335
+2023-02-12 23:24:42,787 - INFO - [Train] step: 93399, loss_adv_disc: -2.755570
+2023-02-12 23:24:42,997 - INFO - [Train] step: 93399, loss_mpn: 0.020091, loss_rec: 0.028410, loss_semantic: 0.337910, loss_idmrf: 0.907781, loss_adv_gen: 56.145569
+2023-02-12 23:25:12,274 - INFO - [Train] step: 93499, loss_adv_disc: -4.863779
+2023-02-12 23:25:12,485 - INFO - [Train] step: 93499, loss_mpn: 0.022395, loss_rec: 0.035894, loss_semantic: 0.416698, loss_idmrf: 1.332159, loss_adv_gen: 10.050552
+2023-02-12 23:25:41,758 - INFO - [Train] step: 93599, loss_adv_disc: -2.136067
+2023-02-12 23:25:41,967 - INFO - [Train] step: 93599, loss_mpn: 0.014663, loss_rec: 0.027929, loss_semantic: 0.349520, loss_idmrf: 1.206887, loss_adv_gen: 39.666718
+2023-02-12 23:26:11,249 - INFO - [Train] step: 93699, loss_adv_disc: -2.398403
+2023-02-12 23:26:11,458 - INFO - [Train] step: 93699, loss_mpn: 0.014720, loss_rec: 0.020589, loss_semantic: 0.307399, loss_idmrf: 0.981645, loss_adv_gen: 23.273087
+2023-02-12 23:26:40,725 - INFO - [Train] step: 93799, loss_adv_disc: -0.060402
+2023-02-12 23:26:40,934 - INFO - [Train] step: 93799, loss_mpn: 0.007159, loss_rec: 0.016991, loss_semantic: 0.264517, loss_idmrf: 1.329045, loss_adv_gen: 46.528992
+2023-02-12 23:27:10,211 - INFO - [Train] step: 93899, loss_adv_disc: -1.703609
+2023-02-12 23:27:10,420 - INFO - [Train] step: 93899, loss_mpn: 0.013430, loss_rec: 0.017522, loss_semantic: 0.304942, loss_idmrf: 1.066471, loss_adv_gen: 22.988846
+2023-02-12 23:27:39,696 - INFO - [Train] step: 93999, loss_adv_disc: -0.001142
+2023-02-12 23:27:39,905 - INFO - [Train] step: 93999, loss_mpn: 0.015176, loss_rec: 0.029856, loss_semantic: 0.418469, loss_idmrf: 1.498970, loss_adv_gen: 9.566925
+2023-02-12 23:28:17,083 - INFO - [Eval] step: 93999, bce: 0.198958, psnr: 29.756004, ssim: 0.960832
+2023-02-12 23:28:47,627 - INFO - [Train] step: 94099, loss_adv_disc: -2.128485
+2023-02-12 23:28:47,836 - INFO - [Train] step: 94099, loss_mpn: 0.010245, loss_rec: 0.020525, loss_semantic: 0.280251, loss_idmrf: 0.884868, loss_adv_gen: 6.847519
+2023-02-12 23:29:17,133 - INFO - [Train] step: 94199, loss_adv_disc: -1.752343
+2023-02-12 23:29:17,343 - INFO - [Train] step: 94199, loss_mpn: 0.013359, loss_rec: 0.022166, loss_semantic: 0.340163, loss_idmrf: 1.277305, loss_adv_gen: 27.151093
+2023-02-12 23:29:46,639 - INFO - [Train] step: 94299, loss_adv_disc: -1.992763
+2023-02-12 23:29:46,848 - INFO - [Train] step: 94299, loss_mpn: 0.008553, loss_rec: 0.023161, loss_semantic: 0.326350, loss_idmrf: 0.914571, loss_adv_gen: 67.853439
+2023-02-12 23:30:16,118 - INFO - [Train] step: 94399, loss_adv_disc: -3.146342
+2023-02-12 23:30:16,328 - INFO - [Train] step: 94399, loss_mpn: 0.007586, loss_rec: 0.020714, loss_semantic: 0.313589, loss_idmrf: 1.265472, loss_adv_gen: 36.949203
+2023-02-12 23:30:45,602 - INFO - [Train] step: 94499, loss_adv_disc: -2.821059
+2023-02-12 23:30:45,812 - INFO - [Train] step: 94499, loss_mpn: 0.008638, loss_rec: 0.016544, loss_semantic: 0.256347, loss_idmrf: 1.024493, loss_adv_gen: 48.086670
+2023-02-12 23:31:15,092 - INFO - [Train] step: 94599, loss_adv_disc: -1.117393
+2023-02-12 23:31:15,301 - INFO - [Train] step: 94599, loss_mpn: 0.015639, loss_rec: 0.020268, loss_semantic: 0.296542, loss_idmrf: 1.169383, loss_adv_gen: 53.799759
+2023-02-12 23:31:44,577 - INFO - [Train] step: 94699, loss_adv_disc: -1.854741
+2023-02-12 23:31:44,787 - INFO - [Train] step: 94699, loss_mpn: 0.013080, loss_rec: 0.024560, loss_semantic: 0.361756, loss_idmrf: 1.244203, loss_adv_gen: 6.881836
+2023-02-12 23:32:14,063 - INFO - [Train] step: 94799, loss_adv_disc: -0.960469
+2023-02-12 23:32:14,273 - INFO - [Train] step: 94799, loss_mpn: 0.011669, loss_rec: 0.022967, loss_semantic: 0.343228, loss_idmrf: 1.325891, loss_adv_gen: 49.212692
+2023-02-12 23:32:43,560 - INFO - [Train] step: 94899, loss_adv_disc: -1.292549
+2023-02-12 23:32:43,769 - INFO - [Train] step: 94899, loss_mpn: 0.030642, loss_rec: 0.014361, loss_semantic: 0.269855, loss_idmrf: 0.920401, loss_adv_gen: 52.103577
+2023-02-12 23:33:13,038 - INFO - [Train] step: 94999, loss_adv_disc: -2.231826
+2023-02-12 23:33:13,248 - INFO - [Train] step: 94999, loss_mpn: 0.007714, loss_rec: 0.022869, loss_semantic: 0.357592, loss_idmrf: 1.268089, loss_adv_gen: 11.504364
+2023-02-12 23:33:50,411 - INFO - [Eval] step: 94999, bce: 0.179405, psnr: 29.463772, ssim: 0.960485
+2023-02-12 23:34:21,035 - INFO - [Train] step: 95099, loss_adv_disc: -2.048538
+2023-02-12 23:34:21,245 - INFO - [Train] step: 95099, loss_mpn: 0.014624, loss_rec: 0.029005, loss_semantic: 0.365496, loss_idmrf: 1.110644, loss_adv_gen: 27.007690
+2023-02-12 23:34:50,535 - INFO - [Train] step: 95199, loss_adv_disc: -0.602155
+2023-02-12 23:34:50,744 - INFO - [Train] step: 95199, loss_mpn: 0.010544, loss_rec: 0.020278, loss_semantic: 0.292497, loss_idmrf: 0.856112, loss_adv_gen: 47.462204
+2023-02-12 23:35:20,039 - INFO - [Train] step: 95299, loss_adv_disc: -2.774182
+2023-02-12 23:35:20,248 - INFO - [Train] step: 95299, loss_mpn: 0.017154, loss_rec: 0.025260, loss_semantic: 0.343450, loss_idmrf: 1.040106, loss_adv_gen: 38.529861
+2023-02-12 23:35:49,529 - INFO - [Train] step: 95399, loss_adv_disc: -2.171955
+2023-02-12 23:35:49,738 - INFO - [Train] step: 95399, loss_mpn: 0.023766, loss_rec: 0.021156, loss_semantic: 0.312862, loss_idmrf: 1.226270, loss_adv_gen: 37.191589
+2023-02-12 23:36:19,033 - INFO - [Train] step: 95499, loss_adv_disc: -2.719986
+2023-02-12 23:36:19,243 - INFO - [Train] step: 95499, loss_mpn: 0.008340, loss_rec: 0.024732, loss_semantic: 0.331353, loss_idmrf: 0.789878, loss_adv_gen: 18.675430
+2023-02-12 23:36:48,526 - INFO - [Train] step: 95599, loss_adv_disc: -1.329358
+2023-02-12 23:36:48,737 - INFO - [Train] step: 95599, loss_mpn: 0.015731, loss_rec: 0.029795, loss_semantic: 0.408388, loss_idmrf: 2.050893, loss_adv_gen: 8.380768
+2023-02-12 23:37:18,021 - INFO - [Train] step: 95699, loss_adv_disc: -3.208468
+2023-02-12 23:37:18,231 - INFO - [Train] step: 95699, loss_mpn: 0.010558, loss_rec: 0.020732, loss_semantic: 0.259257, loss_idmrf: 1.036332, loss_adv_gen: 45.046356
+2023-02-12 23:37:47,530 - INFO - [Train] step: 95799, loss_adv_disc: -0.442210
+2023-02-12 23:37:47,739 - INFO - [Train] step: 95799, loss_mpn: 0.017449, loss_rec: 0.026095, loss_semantic: 0.385863, loss_idmrf: 1.690787, loss_adv_gen: 53.987885
+2023-02-12 23:38:17,035 - INFO - [Train] step: 95899, loss_adv_disc: -0.186369
+2023-02-12 23:38:17,245 - INFO - [Train] step: 95899, loss_mpn: 0.009149, loss_rec: 0.016653, loss_semantic: 0.272815, loss_idmrf: 0.807927, loss_adv_gen: 6.424866
+2023-02-12 23:38:46,532 - INFO - [Train] step: 95999, loss_adv_disc: -1.563838
+2023-02-12 23:38:46,741 - INFO - [Train] step: 95999, loss_mpn: 0.013820, loss_rec: 0.022911, loss_semantic: 0.352683, loss_idmrf: 1.374703, loss_adv_gen: 38.104218
+2023-02-12 23:39:23,921 - INFO - [Eval] step: 95999, bce: 0.228350, psnr: 29.458632, ssim: 0.960102
+2023-02-12 23:39:54,232 - INFO - [Train] step: 96099, loss_adv_disc: -1.585813
+2023-02-12 23:39:54,441 - INFO - [Train] step: 96099, loss_mpn: 0.027471, loss_rec: 0.033706, loss_semantic: 0.418054, loss_idmrf: 1.540161, loss_adv_gen: 37.535004
+2023-02-12 23:40:23,720 - INFO - [Train] step: 96199, loss_adv_disc: -1.669062
+2023-02-12 23:40:23,930 - INFO - [Train] step: 96199, loss_mpn: 0.004917, loss_rec: 0.017337, loss_semantic: 0.277722, loss_idmrf: 0.619569, loss_adv_gen: 35.490295
+2023-02-12 23:40:53,197 - INFO - [Train] step: 96299, loss_adv_disc: -2.517097
+2023-02-12 23:40:53,406 - INFO - [Train] step: 96299, loss_mpn: 0.017094, loss_rec: 0.025608, loss_semantic: 0.363232, loss_idmrf: 1.506509, loss_adv_gen: 29.749695
+2023-02-12 23:41:22,676 - INFO - [Train] step: 96399, loss_adv_disc: -2.641939
+2023-02-12 23:41:22,886 - INFO - [Train] step: 96399, loss_mpn: 0.005378, loss_rec: 0.021124, loss_semantic: 0.294077, loss_idmrf: 0.771866, loss_adv_gen: 65.291779
+2023-02-12 23:41:52,154 - INFO - [Train] step: 96499, loss_adv_disc: -2.651909
+2023-02-12 23:41:52,363 - INFO - [Train] step: 96499, loss_mpn: 0.015055, loss_rec: 0.025713, loss_semantic: 0.299258, loss_idmrf: 1.297437, loss_adv_gen: 44.744171
+2023-02-12 23:42:21,640 - INFO - [Train] step: 96599, loss_adv_disc: -1.599800
+2023-02-12 23:42:21,850 - INFO - [Train] step: 96599, loss_mpn: 0.010056, loss_rec: 0.021373, loss_semantic: 0.310605, loss_idmrf: 0.768300, loss_adv_gen: 23.980850
+2023-02-12 23:42:51,140 - INFO - [Train] step: 96699, loss_adv_disc: -1.547398
+2023-02-12 23:42:51,349 - INFO - [Train] step: 96699, loss_mpn: 0.012895, loss_rec: 0.027761, loss_semantic: 0.381098, loss_idmrf: 1.310478, loss_adv_gen: 67.316452
+2023-02-12 23:43:20,634 - INFO - [Train] step: 96799, loss_adv_disc: -3.116447
+2023-02-12 23:43:20,842 - INFO - [Train] step: 96799, loss_mpn: 0.017303, loss_rec: 0.025813, loss_semantic: 0.318578, loss_idmrf: 0.601287, loss_adv_gen: 55.097473
+2023-02-12 23:43:50,132 - INFO - [Train] step: 96899, loss_adv_disc: -1.961031
+2023-02-12 23:43:50,342 - INFO - [Train] step: 96899, loss_mpn: 0.012569, loss_rec: 0.021533, loss_semantic: 0.322357, loss_idmrf: 0.964167, loss_adv_gen: 28.988785
+2023-02-12 23:44:19,627 - INFO - [Train] step: 96999, loss_adv_disc: -4.282440
+2023-02-12 23:44:19,837 - INFO - [Train] step: 96999, loss_mpn: 0.016039, loss_rec: 0.035718, loss_semantic: 0.403399, loss_idmrf: 0.914110, loss_adv_gen: 61.213837
+2023-02-12 23:44:57,028 - INFO - [Eval] step: 96999, bce: 0.215446, psnr: 29.699530, ssim: 0.960522
+2023-02-12 23:45:27,344 - INFO - [Train] step: 97099, loss_adv_disc: -0.691589
+2023-02-12 23:45:27,553 - INFO - [Train] step: 97099, loss_mpn: 0.007498, loss_rec: 0.016572, loss_semantic: 0.287448, loss_idmrf: 0.622034, loss_adv_gen: 53.815521
+2023-02-12 23:45:56,839 - INFO - [Train] step: 97199, loss_adv_disc: -1.668211
+2023-02-12 23:45:57,048 - INFO - [Train] step: 97199, loss_mpn: 0.019504, loss_rec: 0.026513, loss_semantic: 0.368916, loss_idmrf: 1.089405, loss_adv_gen: 48.248535
+2023-02-12 23:46:26,327 - INFO - [Train] step: 97299, loss_adv_disc: -3.880022
+2023-02-12 23:46:26,538 - INFO - [Train] step: 97299, loss_mpn: 0.017803, loss_rec: 0.022062, loss_semantic: 0.318014, loss_idmrf: 1.070219, loss_adv_gen: 12.505768
+2023-02-12 23:46:55,830 - INFO - [Train] step: 97399, loss_adv_disc: -1.811782
+2023-02-12 23:46:56,040 - INFO - [Train] step: 97399, loss_mpn: 0.022062, loss_rec: 0.019412, loss_semantic: 0.327529, loss_idmrf: 1.836595, loss_adv_gen: 28.556015
+2023-02-12 23:47:25,323 - INFO - [Train] step: 97499, loss_adv_disc: -0.547901
+2023-02-12 23:47:25,531 - INFO - [Train] step: 97499, loss_mpn: 0.023745, loss_rec: 0.018963, loss_semantic: 0.329990, loss_idmrf: 0.897504, loss_adv_gen: 54.324600
+2023-02-12 23:47:54,812 - INFO - [Train] step: 97599, loss_adv_disc: -2.867587
+2023-02-12 23:47:55,020 - INFO - [Train] step: 97599, loss_mpn: 0.010858, loss_rec: 0.027676, loss_semantic: 0.385914, loss_idmrf: 1.295514, loss_adv_gen: 29.263199
+2023-02-12 23:48:24,305 - INFO - [Train] step: 97699, loss_adv_disc: -0.488182
+2023-02-12 23:48:24,513 - INFO - [Train] step: 97699, loss_mpn: 0.020038, loss_rec: 0.026957, loss_semantic: 0.339315, loss_idmrf: 1.419404, loss_adv_gen: 63.036064
+2023-02-12 23:48:53,800 - INFO - [Train] step: 97799, loss_adv_disc: -1.449921
+2023-02-12 23:48:54,010 - INFO - [Train] step: 97799, loss_mpn: 0.023232, loss_rec: 0.025346, loss_semantic: 0.351984, loss_idmrf: 0.879842, loss_adv_gen: 26.288635
+2023-02-12 23:49:23,293 - INFO - [Train] step: 97899, loss_adv_disc: -3.485407
+2023-02-12 23:49:23,503 - INFO - [Train] step: 97899, loss_mpn: 0.017024, loss_rec: 0.027141, loss_semantic: 0.357046, loss_idmrf: 1.321779, loss_adv_gen: 57.368179
+2023-02-12 23:49:52,797 - INFO - [Train] step: 97999, loss_adv_disc: -1.654136
+2023-02-12 23:49:53,006 - INFO - [Train] step: 97999, loss_mpn: 0.010536, loss_rec: 0.022336, loss_semantic: 0.299986, loss_idmrf: 1.231412, loss_adv_gen: 69.623734
+2023-02-12 23:50:30,184 - INFO - [Eval] step: 97999, bce: 0.237629, psnr: 29.505785, ssim: 0.960687
+2023-02-12 23:51:00,512 - INFO - [Train] step: 98099, loss_adv_disc: -1.442266
+2023-02-12 23:51:00,721 - INFO - [Train] step: 98099, loss_mpn: 0.014729, loss_rec: 0.018707, loss_semantic: 0.285661, loss_idmrf: 1.413507, loss_adv_gen: 27.607925
+2023-02-12 23:51:30,007 - INFO - [Train] step: 98199, loss_adv_disc: -0.699554
+2023-02-12 23:51:30,216 - INFO - [Train] step: 98199, loss_mpn: 0.008678, loss_rec: 0.019201, loss_semantic: 0.313276, loss_idmrf: 1.220963, loss_adv_gen: 12.763428
+2023-02-12 23:51:59,498 - INFO - [Train] step: 98299, loss_adv_disc: -2.186783
+2023-02-12 23:51:59,706 - INFO - [Train] step: 98299, loss_mpn: 0.015549, loss_rec: 0.019932, loss_semantic: 0.279974, loss_idmrf: 1.000920, loss_adv_gen: 25.407150
+2023-02-12 23:52:28,984 - INFO - [Train] step: 98399, loss_adv_disc: -1.185582
+2023-02-12 23:52:29,194 - INFO - [Train] step: 98399, loss_mpn: 0.006607, loss_rec: 0.020756, loss_semantic: 0.326948, loss_idmrf: 0.992291, loss_adv_gen: 49.981812
+2023-02-12 23:52:58,476 - INFO - [Train] step: 98499, loss_adv_disc: -4.890911
+2023-02-12 23:52:58,685 - INFO - [Train] step: 98499, loss_mpn: 0.041936, loss_rec: 0.041513, loss_semantic: 0.418352, loss_idmrf: 2.071633, loss_adv_gen: 50.534378
+2023-02-12 23:53:27,962 - INFO - [Train] step: 98599, loss_adv_disc: -0.982718
+2023-02-12 23:53:28,171 - INFO - [Train] step: 98599, loss_mpn: 0.011519, loss_rec: 0.021339, loss_semantic: 0.340193, loss_idmrf: 0.802767, loss_adv_gen: 49.656952
+2023-02-12 23:53:57,442 - INFO - [Train] step: 98699, loss_adv_disc: -2.470068
+2023-02-12 23:53:57,653 - INFO - [Train] step: 98699, loss_mpn: 0.009266, loss_rec: 0.022244, loss_semantic: 0.307537, loss_idmrf: 0.550980, loss_adv_gen: 56.911133
+2023-02-12 23:54:26,939 - INFO - [Train] step: 98799, loss_adv_disc: -2.472844
+2023-02-12 23:54:27,148 - INFO - [Train] step: 98799, loss_mpn: 0.010700, loss_rec: 0.022809, loss_semantic: 0.320249, loss_idmrf: 0.558384, loss_adv_gen: 30.458893
+2023-02-12 23:54:56,434 - INFO - [Train] step: 98899, loss_adv_disc: -0.323264
+2023-02-12 23:54:56,643 - INFO - [Train] step: 98899, loss_mpn: 0.022181, loss_rec: 0.030286, loss_semantic: 0.400485, loss_idmrf: 1.537602, loss_adv_gen: 25.057892
+2023-02-12 23:55:25,903 - INFO - [Train] step: 98999, loss_adv_disc: -2.423753
+2023-02-12 23:55:26,112 - INFO - [Train] step: 98999, loss_mpn: 0.016031, loss_rec: 0.024652, loss_semantic: 0.332759, loss_idmrf: 1.044863, loss_adv_gen: 74.834183
+2023-02-12 23:56:03,278 - INFO - [Eval] step: 98999, bce: 0.197481, psnr: 29.744192, ssim: 0.960677
+2023-02-12 23:56:33,591 - INFO - [Train] step: 99099, loss_adv_disc: -2.563568
+2023-02-12 23:56:33,800 - INFO - [Train] step: 99099, loss_mpn: 0.012097, loss_rec: 0.024356, loss_semantic: 0.324642, loss_idmrf: 0.618830, loss_adv_gen: 43.534302
+2023-02-12 23:57:03,094 - INFO - [Train] step: 99199, loss_adv_disc: -1.088324
+2023-02-12 23:57:03,304 - INFO - [Train] step: 99199, loss_mpn: 0.008971, loss_rec: 0.016285, loss_semantic: 0.268190, loss_idmrf: 0.798352, loss_adv_gen: 41.851166
+2023-02-12 23:57:32,578 - INFO - [Train] step: 99299, loss_adv_disc: -2.281595
+2023-02-12 23:57:32,786 - INFO - [Train] step: 99299, loss_mpn: 0.023757, loss_rec: 0.039521, loss_semantic: 0.458058, loss_idmrf: 2.212524, loss_adv_gen: 47.994659
+2023-02-12 23:58:02,067 - INFO - [Train] step: 99399, loss_adv_disc: -1.648328
+2023-02-12 23:58:02,276 - INFO - [Train] step: 99399, loss_mpn: 0.011929, loss_rec: 0.025152, loss_semantic: 0.366852, loss_idmrf: 1.709585, loss_adv_gen: 52.345490
+2023-02-12 23:58:31,564 - INFO - [Train] step: 99499, loss_adv_disc: -1.694670
+2023-02-12 23:58:31,773 - INFO - [Train] step: 99499, loss_mpn: 0.013792, loss_rec: 0.017483, loss_semantic: 0.298034, loss_idmrf: 0.985321, loss_adv_gen: 42.897842
+2023-02-12 23:59:01,058 - INFO - [Train] step: 99599, loss_adv_disc: -2.640099
+2023-02-12 23:59:01,267 - INFO - [Train] step: 99599, loss_mpn: 0.005901, loss_rec: 0.016573, loss_semantic: 0.254065, loss_idmrf: 1.657698, loss_adv_gen: 47.017471
+2023-02-12 23:59:30,547 - INFO - [Train] step: 99699, loss_adv_disc: -1.975363
+2023-02-12 23:59:30,756 - INFO - [Train] step: 99699, loss_mpn: 0.010214, loss_rec: 0.017157, loss_semantic: 0.284289, loss_idmrf: 0.652470, loss_adv_gen: 76.310410
+2023-02-13 00:00:00,036 - INFO - [Train] step: 99799, loss_adv_disc: -2.733145
+2023-02-13 00:00:00,245 - INFO - [Train] step: 99799, loss_mpn: 0.029892, loss_rec: 0.022588, loss_semantic: 0.315824, loss_idmrf: 0.843975, loss_adv_gen: 57.948166
+2023-02-13 00:00:29,527 - INFO - [Train] step: 99899, loss_adv_disc: -1.716365
+2023-02-13 00:00:29,737 - INFO - [Train] step: 99899, loss_mpn: 0.023169, loss_rec: 0.030597, loss_semantic: 0.413842, loss_idmrf: 1.465317, loss_adv_gen: 49.350250
+2023-02-13 00:00:59,018 - INFO - [Train] step: 99999, loss_adv_disc: -1.994717
+2023-02-13 00:00:59,227 - INFO - [Train] step: 99999, loss_mpn: 0.011920, loss_rec: 0.018178, loss_semantic: 0.280914, loss_idmrf: 0.890173, loss_adv_gen: 48.812149
+2023-02-13 00:01:36,378 - INFO - [Eval] step: 99999, bce: 0.235990, psnr: 29.709747, ssim: 0.960834
+2023-02-13 00:01:37,545 - INFO - End of training
diff --git a/downstream-watermark-removal/samples/step009999.png b/downstream-watermark-removal/samples/step009999.png
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diff --git a/joint_ffhq_brush_realnoise/ckpt/step149999/meta.pt b/joint_ffhq_brush_realnoise/ckpt/step149999/meta.pt
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diff --git a/joint_ffhq_brush_realnoise/ckpt/step149999/model.pt b/joint_ffhq_brush_realnoise/ckpt/step149999/model.pt
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diff --git a/joint_ffhq_brush_realnoise/ckpt/step149999/optimizer.pt b/joint_ffhq_brush_realnoise/ckpt/step149999/optimizer.pt
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diff --git a/joint_ffhq_brush_realnoise/config-2023-03-20-11-52-44.yaml b/joint_ffhq_brush_realnoise/config-2023-03-20-11-52-44.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..68ef3ae3a0762a5ff004ad4ad0e96a71e73e983e
--- /dev/null
+++ b/joint_ffhq_brush_realnoise/config-2023-03-20-11-52-44.yaml
@@ -0,0 +1,57 @@
+data:
+  dataroot: /amax/xyf/data/FFHQ/
+  img_size: 256
+  name: FFHQ
+dataloader:
+  micro_batch: 0
+  num_workers: 4
+  pin_memory: true
+  prefetch_factor: 2
+mask:
+  mask_type: brush
+  noise_type: real
+  real_dataset:
+  - dataroot: /amax/xyf/data/CelebA-HQ/
+    img_size: 256
+    name: CelebA-HQ
+  - dataroot: /amax/xyf/data/ImageNet/
+    img_size: 256
+    name: ImageNet
+  smooth_type: iterative_gaussian
+model:
+  mpn:
+    base_n_channels: 64
+    neck_n_channels: 128
+  rin:
+    base_n_channels: 32
+    neck_n_channels: 128
+seed: 1234
+train:
+  batch_size: 4
+  coef_adv: 0.001
+  coef_idmrf: 0.001
+  coef_mpn: 2.0
+  coef_rec: 1.4
+  coef_semantic: 0.0001
+  eval_freq: 1000
+  n_steps: 150000
+  optim_disc:
+    betas:
+    - 0.5
+    - 0.9
+    lr: 1.0e-05
+  optim_mpn:
+    betas:
+    - 0.5
+    - 0.9
+    lr: 1.0e-05
+  optim_rin:
+    betas:
+    - 0.5
+    - 0.9
+    lr: 1.0e-05
+  pretrained: ./runs/separate_ffhq_brush_realnoise/ckpt/step079999/model.pt
+  print_freq: 100
+  resume: null
+  sample_freq: 1000
+  save_freq: 5000
diff --git a/joint_ffhq_brush_realnoise/output-2023-03-20-11-52-44.log b/joint_ffhq_brush_realnoise/output-2023-03-20-11-52-44.log
new file mode 100644
index 0000000000000000000000000000000000000000..b1af2999ab65be28903d6c45d05e0647e4e1a253
--- /dev/null
+++ b/joint_ffhq_brush_realnoise/output-2023-03-20-11-52-44.log
@@ -0,0 +1,3162 @@
+2023-03-20 11:52:50,799 - INFO - Experiment directory: ./runs/joint_ffhq_brush_realnoise
+2023-03-20 11:52:50,802 - INFO - Number of processes: 2
+2023-03-20 11:52:50,802 - INFO - Distributed type: MULTI_GPU
+2023-03-20 11:52:50,802 - INFO - Mixed precision: no
+2023-03-20 11:52:51,116 - WARNING - Replace split `valid` with split `test` for dataset FFHQ
+2023-03-20 11:52:56,244 - INFO - Size of training set: 60000
+2023-03-20 11:52:56,245 - INFO - Size of validation set: 5000
+2023-03-20 11:52:56,245 - INFO - Batch size per process: 2
+2023-03-20 11:52:56,245 - INFO - Total batch size: 4
+2023-03-20 11:52:58,219 - INFO - Successfully load mpn and rin from ./runs/separate_ffhq_brush_realnoise/ckpt/step079999/model.pt
+2023-03-20 11:52:58,329 - INFO - Start training...
+2023-03-20 11:53:28,613 - INFO - [Train] step: 99, loss_adv_disc: 5.194440, lr_disc: 0.000010
+2023-03-20 11:53:28,803 - INFO - [Train] step: 99, loss_mpn: 0.014923, loss_rec: 0.051842, loss_semantic: 0.661781, loss_idmrf: 2.928686, loss_adv_gen: -60.690857, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 11:53:57,021 - INFO - [Train] step: 199, loss_adv_disc: 2.747650, lr_disc: 0.000010
+2023-03-20 11:53:57,207 - INFO - [Train] step: 199, loss_mpn: 0.045510, loss_rec: 0.098575, loss_semantic: 0.844350, loss_idmrf: 7.231384, loss_adv_gen: -88.235443, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 11:54:25,849 - INFO - [Train] step: 299, loss_adv_disc: -6.007892, lr_disc: 0.000010
+2023-03-20 11:54:26,034 - INFO - [Train] step: 299, loss_mpn: 0.059147, loss_rec: 0.122126, loss_semantic: 1.024662, loss_idmrf: 6.741573, loss_adv_gen: -79.615814, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 11:54:54,122 - INFO - [Train] step: 399, loss_adv_disc: -1.355336, lr_disc: 0.000010
+2023-03-20 11:54:54,315 - INFO - [Train] step: 399, loss_mpn: 0.055570, loss_rec: 0.091703, loss_semantic: 0.910553, loss_idmrf: 7.825259, loss_adv_gen: -87.363853, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 11:55:23,482 - INFO - [Train] step: 499, loss_adv_disc: -6.564349, lr_disc: 0.000010
+2023-03-20 11:55:23,671 - INFO - [Train] step: 499, loss_mpn: 0.024247, loss_rec: 0.086205, loss_semantic: 0.929149, loss_idmrf: 6.788651, loss_adv_gen: -68.507080, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 11:55:52,653 - INFO - [Train] step: 599, loss_adv_disc: 1.624946, lr_disc: 0.000010
+2023-03-20 11:55:52,851 - INFO - [Train] step: 599, loss_mpn: 0.036531, loss_rec: 0.074438, loss_semantic: 0.785951, loss_idmrf: 3.898692, loss_adv_gen: -86.058350, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 11:56:22,939 - INFO - [Train] step: 699, loss_adv_disc: -2.442787, lr_disc: 0.000010
+2023-03-20 11:56:23,146 - INFO - [Train] step: 699, loss_mpn: 0.030552, loss_rec: 0.076965, loss_semantic: 0.749736, loss_idmrf: 3.061604, loss_adv_gen: -97.008659, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 11:56:53,697 - INFO - [Train] step: 799, loss_adv_disc: 0.625661, lr_disc: 0.000010
+2023-03-20 11:56:53,900 - INFO - [Train] step: 799, loss_mpn: 0.044649, loss_rec: 0.057477, loss_semantic: 0.732659, loss_idmrf: 4.668650, loss_adv_gen: -81.312378, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 11:57:24,275 - INFO - [Train] step: 899, loss_adv_disc: -0.438194, lr_disc: 0.000010
+2023-03-20 11:57:24,479 - INFO - [Train] step: 899, loss_mpn: 0.022809, loss_rec: 0.082754, loss_semantic: 0.861316, loss_idmrf: 4.727015, loss_adv_gen: -103.931839, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 11:57:54,756 - INFO - [Train] step: 999, loss_adv_disc: -4.224967, lr_disc: 0.000010
+2023-03-20 11:57:54,957 - INFO - [Train] step: 999, loss_mpn: 0.023933, loss_rec: 0.064532, loss_semantic: 0.968704, loss_idmrf: 5.105613, loss_adv_gen: -80.690460, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 11:59:05,808 - INFO - [Eval] step: 999, bce: 0.085441, psnr: 23.434160, ssim: 0.822457
+2023-03-20 11:59:42,518 - INFO - [Train] step: 1099, loss_adv_disc: -0.856039, lr_disc: 0.000010
+2023-03-20 11:59:42,718 - INFO - [Train] step: 1099, loss_mpn: 0.025539, loss_rec: 0.066003, loss_semantic: 0.732090, loss_idmrf: 4.361756, loss_adv_gen: -86.062172, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:00:12,951 - INFO - [Train] step: 1199, loss_adv_disc: -9.013321, lr_disc: 0.000010
+2023-03-20 12:00:13,155 - INFO - [Train] step: 1199, loss_mpn: 0.066845, loss_rec: 0.136779, loss_semantic: 0.974451, loss_idmrf: 6.998580, loss_adv_gen: -76.877678, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:00:43,354 - INFO - [Train] step: 1299, loss_adv_disc: 0.277254, lr_disc: 0.000010
+2023-03-20 12:00:43,557 - INFO - [Train] step: 1299, loss_mpn: 0.019634, loss_rec: 0.056500, loss_semantic: 0.726493, loss_idmrf: 4.370313, loss_adv_gen: -106.804260, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:01:14,964 - INFO - [Train] step: 1399, loss_adv_disc: -13.798330, lr_disc: 0.000010
+2023-03-20 12:01:15,176 - INFO - [Train] step: 1399, loss_mpn: 0.079187, loss_rec: 0.115024, loss_semantic: 1.109773, loss_idmrf: 8.980516, loss_adv_gen: -74.164665, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:01:46,349 - INFO - [Train] step: 1499, loss_adv_disc: -0.763810, lr_disc: 0.000010
+2023-03-20 12:01:46,547 - INFO - [Train] step: 1499, loss_mpn: 0.025522, loss_rec: 0.075722, loss_semantic: 0.847268, loss_idmrf: 5.144405, loss_adv_gen: -100.737549, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:02:16,620 - INFO - [Train] step: 1599, loss_adv_disc: -0.388913, lr_disc: 0.000010
+2023-03-20 12:02:16,827 - INFO - [Train] step: 1599, loss_mpn: 0.015564, loss_rec: 0.058590, loss_semantic: 0.710564, loss_idmrf: 3.570964, loss_adv_gen: -115.046402, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:02:48,218 - INFO - [Train] step: 1699, loss_adv_disc: -6.377387, lr_disc: 0.000010
+2023-03-20 12:02:48,428 - INFO - [Train] step: 1699, loss_mpn: 0.036862, loss_rec: 0.092943, loss_semantic: 0.888898, loss_idmrf: 6.706198, loss_adv_gen: -107.395912, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:03:18,942 - INFO - [Train] step: 1799, loss_adv_disc: -1.340136, lr_disc: 0.000010
+2023-03-20 12:03:19,140 - INFO - [Train] step: 1799, loss_mpn: 0.013994, loss_rec: 0.053784, loss_semantic: 0.639181, loss_idmrf: 3.277215, loss_adv_gen: -102.263382, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:03:49,567 - INFO - [Train] step: 1899, loss_adv_disc: 0.207143, lr_disc: 0.000010
+2023-03-20 12:03:49,770 - INFO - [Train] step: 1899, loss_mpn: 0.009021, loss_rec: 0.038501, loss_semantic: 0.554970, loss_idmrf: 1.955430, loss_adv_gen: -117.316818, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:04:19,974 - INFO - [Train] step: 1999, loss_adv_disc: 3.428967, lr_disc: 0.000010
+2023-03-20 12:04:20,172 - INFO - [Train] step: 1999, loss_mpn: 0.029032, loss_rec: 0.097269, loss_semantic: 0.912200, loss_idmrf: 4.714857, loss_adv_gen: -147.375351, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:05:29,052 - INFO - [Eval] step: 1999, bce: 0.083744, psnr: 23.329674, ssim: 0.816603
+2023-03-20 12:06:05,138 - INFO - [Train] step: 2099, loss_adv_disc: -4.669747, lr_disc: 0.000010
+2023-03-20 12:06:05,332 - INFO - [Train] step: 2099, loss_mpn: 0.032931, loss_rec: 0.061392, loss_semantic: 0.791787, loss_idmrf: 5.587578, loss_adv_gen: -103.758423, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:06:35,659 - INFO - [Train] step: 2199, loss_adv_disc: -2.052489, lr_disc: 0.000010
+2023-03-20 12:06:35,854 - INFO - [Train] step: 2199, loss_mpn: 0.043087, loss_rec: 0.108408, loss_semantic: 1.105128, loss_idmrf: 7.354224, loss_adv_gen: -116.559021, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:07:06,928 - INFO - [Train] step: 2299, loss_adv_disc: -1.039230, lr_disc: 0.000010
+2023-03-20 12:07:07,130 - INFO - [Train] step: 2299, loss_mpn: 0.027260, loss_rec: 0.061375, loss_semantic: 0.774415, loss_idmrf: 4.443631, loss_adv_gen: -81.855148, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:07:38,162 - INFO - [Train] step: 2399, loss_adv_disc: -3.195724, lr_disc: 0.000010
+2023-03-20 12:07:38,366 - INFO - [Train] step: 2399, loss_mpn: 0.048397, loss_rec: 0.090340, loss_semantic: 0.877055, loss_idmrf: 6.109702, loss_adv_gen: -127.008125, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:08:09,166 - INFO - [Train] step: 2499, loss_adv_disc: -1.677011, lr_disc: 0.000010
+2023-03-20 12:08:09,367 - INFO - [Train] step: 2499, loss_mpn: 0.029246, loss_rec: 0.075708, loss_semantic: 0.815410, loss_idmrf: 4.606182, loss_adv_gen: -104.417511, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:08:39,358 - INFO - [Train] step: 2599, loss_adv_disc: 0.547330, lr_disc: 0.000010
+2023-03-20 12:08:39,553 - INFO - [Train] step: 2599, loss_mpn: 0.006507, loss_rec: 0.039321, loss_semantic: 0.584190, loss_idmrf: 1.987666, loss_adv_gen: -123.989464, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:09:10,264 - INFO - [Train] step: 2699, loss_adv_disc: -0.165327, lr_disc: 0.000010
+2023-03-20 12:09:10,466 - INFO - [Train] step: 2699, loss_mpn: 0.039402, loss_rec: 0.078447, loss_semantic: 0.833411, loss_idmrf: 5.432834, loss_adv_gen: -126.803566, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:09:40,645 - INFO - [Train] step: 2799, loss_adv_disc: -8.732283, lr_disc: 0.000010
+2023-03-20 12:09:40,846 - INFO - [Train] step: 2799, loss_mpn: 0.038279, loss_rec: 0.096245, loss_semantic: 0.967510, loss_idmrf: 4.760781, loss_adv_gen: -137.811920, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:10:10,850 - INFO - [Train] step: 2899, loss_adv_disc: 0.008639, lr_disc: 0.000010
+2023-03-20 12:10:11,050 - INFO - [Train] step: 2899, loss_mpn: 0.036027, loss_rec: 0.062918, loss_semantic: 0.756786, loss_idmrf: 3.276537, loss_adv_gen: -100.329597, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:10:40,755 - INFO - [Train] step: 2999, loss_adv_disc: 2.111676, lr_disc: 0.000010
+2023-03-20 12:10:40,969 - INFO - [Train] step: 2999, loss_mpn: 0.014238, loss_rec: 0.050368, loss_semantic: 0.753360, loss_idmrf: 3.326367, loss_adv_gen: -130.423218, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:11:49,591 - INFO - [Eval] step: 2999, bce: 0.083324, psnr: 23.299627, ssim: 0.811678
+2023-03-20 12:12:25,463 - INFO - [Train] step: 3099, loss_adv_disc: 0.430464, lr_disc: 0.000010
+2023-03-20 12:12:25,663 - INFO - [Train] step: 3099, loss_mpn: 0.012860, loss_rec: 0.056922, loss_semantic: 0.798304, loss_idmrf: 4.171570, loss_adv_gen: -150.148300, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:12:56,308 - INFO - [Train] step: 3199, loss_adv_disc: -2.777408, lr_disc: 0.000010
+2023-03-20 12:12:56,510 - INFO - [Train] step: 3199, loss_mpn: 0.027312, loss_rec: 0.092544, loss_semantic: 0.894236, loss_idmrf: 5.366470, loss_adv_gen: -113.199738, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:13:27,917 - INFO - [Train] step: 3299, loss_adv_disc: -3.328325, lr_disc: 0.000010
+2023-03-20 12:13:28,120 - INFO - [Train] step: 3299, loss_mpn: 0.025436, loss_rec: 0.068994, loss_semantic: 0.732125, loss_idmrf: 3.953454, loss_adv_gen: -110.824432, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:13:58,472 - INFO - [Train] step: 3399, loss_adv_disc: -7.774425, lr_disc: 0.000010
+2023-03-20 12:13:58,672 - INFO - [Train] step: 3399, loss_mpn: 0.044556, loss_rec: 0.113824, loss_semantic: 1.063269, loss_idmrf: 6.883585, loss_adv_gen: -117.260818, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:14:29,704 - INFO - [Train] step: 3499, loss_adv_disc: 0.638743, lr_disc: 0.000010
+2023-03-20 12:14:29,904 - INFO - [Train] step: 3499, loss_mpn: 0.003935, loss_rec: 0.038455, loss_semantic: 0.529532, loss_idmrf: 2.058767, loss_adv_gen: -118.556671, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:15:00,352 - INFO - [Train] step: 3599, loss_adv_disc: -6.905350, lr_disc: 0.000010
+2023-03-20 12:15:00,557 - INFO - [Train] step: 3599, loss_mpn: 0.054598, loss_rec: 0.089837, loss_semantic: 0.911271, loss_idmrf: 5.994577, loss_adv_gen: -133.967316, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:15:30,737 - INFO - [Train] step: 3699, loss_adv_disc: -5.021114, lr_disc: 0.000010
+2023-03-20 12:15:30,944 - INFO - [Train] step: 3699, loss_mpn: 0.077890, loss_rec: 0.148596, loss_semantic: 1.235462, loss_idmrf: 10.323279, loss_adv_gen: -138.177277, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:16:01,325 - INFO - [Train] step: 3799, loss_adv_disc: 8.283148, lr_disc: 0.000010
+2023-03-20 12:16:01,530 - INFO - [Train] step: 3799, loss_mpn: 0.086381, loss_rec: 0.139173, loss_semantic: 1.157731, loss_idmrf: 8.287453, loss_adv_gen: -132.909637, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:16:32,384 - INFO - [Train] step: 3899, loss_adv_disc: -3.813713, lr_disc: 0.000010
+2023-03-20 12:16:32,589 - INFO - [Train] step: 3899, loss_mpn: 0.031440, loss_rec: 0.081354, loss_semantic: 0.837797, loss_idmrf: 5.639529, loss_adv_gen: -116.131378, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:17:03,355 - INFO - [Train] step: 3999, loss_adv_disc: -1.484282, lr_disc: 0.000010
+2023-03-20 12:17:03,557 - INFO - [Train] step: 3999, loss_mpn: 0.065380, loss_rec: 0.090341, loss_semantic: 0.979415, loss_idmrf: 5.291093, loss_adv_gen: -138.161407, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:18:13,419 - INFO - [Eval] step: 3999, bce: 0.082498, psnr: 23.264290, ssim: 0.809819
+2023-03-20 12:18:50,294 - INFO - [Train] step: 4099, loss_adv_disc: 2.821133, lr_disc: 0.000010
+2023-03-20 12:18:50,498 - INFO - [Train] step: 4099, loss_mpn: 0.053685, loss_rec: 0.097518, loss_semantic: 1.017640, loss_idmrf: 8.881122, loss_adv_gen: -107.958397, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:19:21,577 - INFO - [Train] step: 4199, loss_adv_disc: -1.682325, lr_disc: 0.000010
+2023-03-20 12:19:21,781 - INFO - [Train] step: 4199, loss_mpn: 0.071512, loss_rec: 0.077233, loss_semantic: 0.784233, loss_idmrf: 3.528187, loss_adv_gen: -125.052414, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:19:51,960 - INFO - [Train] step: 4299, loss_adv_disc: 3.143516, lr_disc: 0.000010
+2023-03-20 12:19:52,160 - INFO - [Train] step: 4299, loss_mpn: 0.038465, loss_rec: 0.079383, loss_semantic: 0.852936, loss_idmrf: 4.392882, loss_adv_gen: -153.663849, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:20:22,811 - INFO - [Train] step: 4399, loss_adv_disc: -0.929807, lr_disc: 0.000010
+2023-03-20 12:20:23,013 - INFO - [Train] step: 4399, loss_mpn: 0.037272, loss_rec: 0.063579, loss_semantic: 0.889486, loss_idmrf: 4.687553, loss_adv_gen: -154.790192, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:20:53,802 - INFO - [Train] step: 4499, loss_adv_disc: -0.219915, lr_disc: 0.000010
+2023-03-20 12:20:54,007 - INFO - [Train] step: 4499, loss_mpn: 0.031119, loss_rec: 0.059647, loss_semantic: 0.673107, loss_idmrf: 3.637304, loss_adv_gen: -121.779617, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:21:24,225 - INFO - [Train] step: 4599, loss_adv_disc: -2.968609, lr_disc: 0.000010
+2023-03-20 12:21:24,433 - INFO - [Train] step: 4599, loss_mpn: 0.053861, loss_rec: 0.144174, loss_semantic: 1.166800, loss_idmrf: 9.108008, loss_adv_gen: -151.319565, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:21:55,451 - INFO - [Train] step: 4699, loss_adv_disc: 3.471302, lr_disc: 0.000010
+2023-03-20 12:21:55,656 - INFO - [Train] step: 4699, loss_mpn: 0.008532, loss_rec: 0.043294, loss_semantic: 0.619878, loss_idmrf: 2.184818, loss_adv_gen: -114.022797, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:22:25,721 - INFO - [Train] step: 4799, loss_adv_disc: 3.174575, lr_disc: 0.000010
+2023-03-20 12:22:25,922 - INFO - [Train] step: 4799, loss_mpn: 0.003627, loss_rec: 0.020830, loss_semantic: 0.431016, loss_idmrf: 0.976659, loss_adv_gen: -118.903419, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:22:56,037 - INFO - [Train] step: 4899, loss_adv_disc: -2.276689, lr_disc: 0.000010
+2023-03-20 12:22:56,241 - INFO - [Train] step: 4899, loss_mpn: 0.030879, loss_rec: 0.056050, loss_semantic: 0.672983, loss_idmrf: 3.379907, loss_adv_gen: -134.527893, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:23:26,715 - INFO - [Train] step: 4999, loss_adv_disc: -0.846139, lr_disc: 0.000010
+2023-03-20 12:23:26,920 - INFO - [Train] step: 4999, loss_mpn: 0.011740, loss_rec: 0.052841, loss_semantic: 0.664312, loss_idmrf: 2.711837, loss_adv_gen: -133.990570, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:24:37,423 - INFO - [Eval] step: 4999, bce: 0.082720, psnr: 23.319372, ssim: 0.810549
+2023-03-20 12:25:15,068 - INFO - [Train] step: 5099, loss_adv_disc: 1.447402, lr_disc: 0.000010
+2023-03-20 12:25:15,271 - INFO - [Train] step: 5099, loss_mpn: 0.020411, loss_rec: 0.058131, loss_semantic: 0.734658, loss_idmrf: 2.463387, loss_adv_gen: -159.213394, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:25:45,351 - INFO - [Train] step: 5199, loss_adv_disc: -1.149083, lr_disc: 0.000010
+2023-03-20 12:25:45,556 - INFO - [Train] step: 5199, loss_mpn: 0.052508, loss_rec: 0.060060, loss_semantic: 0.669441, loss_idmrf: 2.379252, loss_adv_gen: -130.907532, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:26:15,382 - INFO - [Train] step: 5299, loss_adv_disc: 0.658640, lr_disc: 0.000010
+2023-03-20 12:26:15,587 - INFO - [Train] step: 5299, loss_mpn: 0.023471, loss_rec: 0.045461, loss_semantic: 0.679807, loss_idmrf: 3.953919, loss_adv_gen: -104.253677, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:26:45,551 - INFO - [Train] step: 5399, loss_adv_disc: -2.340374, lr_disc: 0.000010
+2023-03-20 12:26:45,757 - INFO - [Train] step: 5399, loss_mpn: 0.053219, loss_rec: 0.089507, loss_semantic: 0.959064, loss_idmrf: 6.138074, loss_adv_gen: -165.370605, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:27:16,625 - INFO - [Train] step: 5499, loss_adv_disc: -0.361732, lr_disc: 0.000010
+2023-03-20 12:27:16,822 - INFO - [Train] step: 5499, loss_mpn: 0.014667, loss_rec: 0.034335, loss_semantic: 0.541131, loss_idmrf: 3.505535, loss_adv_gen: -103.896873, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:27:46,974 - INFO - [Train] step: 5599, loss_adv_disc: -2.096702, lr_disc: 0.000010
+2023-03-20 12:27:47,176 - INFO - [Train] step: 5599, loss_mpn: 0.030547, loss_rec: 0.074597, loss_semantic: 0.920598, loss_idmrf: 5.973942, loss_adv_gen: -111.976616, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:28:17,400 - INFO - [Train] step: 5699, loss_adv_disc: -3.812642, lr_disc: 0.000010
+2023-03-20 12:28:17,602 - INFO - [Train] step: 5699, loss_mpn: 0.050813, loss_rec: 0.096021, loss_semantic: 1.076685, loss_idmrf: 7.551361, loss_adv_gen: -148.130432, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:28:47,670 - INFO - [Train] step: 5799, loss_adv_disc: -13.826918, lr_disc: 0.000010
+2023-03-20 12:28:47,874 - INFO - [Train] step: 5799, loss_mpn: 0.050297, loss_rec: 0.120196, loss_semantic: 1.110595, loss_idmrf: 8.403223, loss_adv_gen: -136.119125, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:29:18,030 - INFO - [Train] step: 5899, loss_adv_disc: 2.257970, lr_disc: 0.000010
+2023-03-20 12:29:18,233 - INFO - [Train] step: 5899, loss_mpn: 0.063911, loss_rec: 0.110286, loss_semantic: 0.791540, loss_idmrf: 4.525063, loss_adv_gen: -153.625519, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:29:48,927 - INFO - [Train] step: 5999, loss_adv_disc: -1.494616, lr_disc: 0.000010
+2023-03-20 12:29:49,132 - INFO - [Train] step: 5999, loss_mpn: 0.021454, loss_rec: 0.069788, loss_semantic: 0.889806, loss_idmrf: 3.865932, loss_adv_gen: -162.449097, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:31:01,880 - INFO - [Eval] step: 5999, bce: 0.084324, psnr: 23.261717, ssim: 0.808352
+2023-03-20 12:31:38,719 - INFO - [Train] step: 6099, loss_adv_disc: 2.818231, lr_disc: 0.000010
+2023-03-20 12:31:38,918 - INFO - [Train] step: 6099, loss_mpn: 0.027541, loss_rec: 0.061406, loss_semantic: 0.750355, loss_idmrf: 3.215659, loss_adv_gen: -126.861679, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:32:08,997 - INFO - [Train] step: 6199, loss_adv_disc: 0.543592, lr_disc: 0.000010
+2023-03-20 12:32:09,198 - INFO - [Train] step: 6199, loss_mpn: 0.027095, loss_rec: 0.065518, loss_semantic: 0.805947, loss_idmrf: 5.549541, loss_adv_gen: -128.231110, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:32:39,248 - INFO - [Train] step: 6299, loss_adv_disc: -2.869164, lr_disc: 0.000010
+2023-03-20 12:32:39,453 - INFO - [Train] step: 6299, loss_mpn: 0.047080, loss_rec: 0.085367, loss_semantic: 0.846359, loss_idmrf: 5.574678, loss_adv_gen: -120.939072, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:33:09,699 - INFO - [Train] step: 6399, loss_adv_disc: 5.216460, lr_disc: 0.000010
+2023-03-20 12:33:09,901 - INFO - [Train] step: 6399, loss_mpn: 0.019478, loss_rec: 0.046236, loss_semantic: 0.680615, loss_idmrf: 2.665999, loss_adv_gen: -172.325653, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:33:40,613 - INFO - [Train] step: 6499, loss_adv_disc: 3.946888, lr_disc: 0.000010
+2023-03-20 12:33:40,814 - INFO - [Train] step: 6499, loss_mpn: 0.053159, loss_rec: 0.058183, loss_semantic: 0.624412, loss_idmrf: 2.557221, loss_adv_gen: -124.235291, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:34:10,932 - INFO - [Train] step: 6599, loss_adv_disc: -12.473608, lr_disc: 0.000010
+2023-03-20 12:34:11,132 - INFO - [Train] step: 6599, loss_mpn: 0.052109, loss_rec: 0.122698, loss_semantic: 1.134371, loss_idmrf: 7.884824, loss_adv_gen: -140.143494, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:34:41,472 - INFO - [Train] step: 6699, loss_adv_disc: -9.663803, lr_disc: 0.000010
+2023-03-20 12:34:41,676 - INFO - [Train] step: 6699, loss_mpn: 0.030145, loss_rec: 0.090930, loss_semantic: 0.816902, loss_idmrf: 4.528545, loss_adv_gen: -134.738693, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:35:11,774 - INFO - [Train] step: 6799, loss_adv_disc: -4.799811, lr_disc: 0.000010
+2023-03-20 12:35:11,975 - INFO - [Train] step: 6799, loss_mpn: 0.026379, loss_rec: 0.071950, loss_semantic: 0.814775, loss_idmrf: 4.121293, loss_adv_gen: -130.956528, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:35:42,280 - INFO - [Train] step: 6899, loss_adv_disc: -9.678532, lr_disc: 0.000010
+2023-03-20 12:35:42,480 - INFO - [Train] step: 6899, loss_mpn: 0.049471, loss_rec: 0.076322, loss_semantic: 0.907971, loss_idmrf: 7.396008, loss_adv_gen: -114.314079, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:36:12,405 - INFO - [Train] step: 6999, loss_adv_disc: -9.260513, lr_disc: 0.000010
+2023-03-20 12:36:12,610 - INFO - [Train] step: 6999, loss_mpn: 0.026421, loss_rec: 0.074085, loss_semantic: 0.955710, loss_idmrf: 5.070229, loss_adv_gen: -110.454224, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:37:27,997 - INFO - [Eval] step: 6999, bce: 0.083207, psnr: 23.259668, ssim: 0.805727
+2023-03-20 12:38:03,843 - INFO - [Train] step: 7099, loss_adv_disc: 2.168648, lr_disc: 0.000010
+2023-03-20 12:38:04,044 - INFO - [Train] step: 7099, loss_mpn: 0.013810, loss_rec: 0.053679, loss_semantic: 0.657421, loss_idmrf: 2.733738, loss_adv_gen: -148.776031, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:38:33,989 - INFO - [Train] step: 7199, loss_adv_disc: -0.861943, lr_disc: 0.000010
+2023-03-20 12:38:34,192 - INFO - [Train] step: 7199, loss_mpn: 0.037872, loss_rec: 0.098632, loss_semantic: 1.014214, loss_idmrf: 6.444392, loss_adv_gen: -162.789963, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:39:04,189 - INFO - [Train] step: 7299, loss_adv_disc: 2.500475, lr_disc: 0.000010
+2023-03-20 12:39:04,385 - INFO - [Train] step: 7299, loss_mpn: 0.011118, loss_rec: 0.035182, loss_semantic: 0.527395, loss_idmrf: 2.957332, loss_adv_gen: -135.892212, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:39:34,529 - INFO - [Train] step: 7399, loss_adv_disc: -0.275123, lr_disc: 0.000010
+2023-03-20 12:39:34,730 - INFO - [Train] step: 7399, loss_mpn: 0.010922, loss_rec: 0.049575, loss_semantic: 0.558529, loss_idmrf: 2.013868, loss_adv_gen: -161.252014, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:40:04,738 - INFO - [Train] step: 7499, loss_adv_disc: -7.451130, lr_disc: 0.000010
+2023-03-20 12:40:04,939 - INFO - [Train] step: 7499, loss_mpn: 0.058406, loss_rec: 0.121137, loss_semantic: 1.167521, loss_idmrf: 8.733366, loss_adv_gen: -131.451752, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:40:34,942 - INFO - [Train] step: 7599, loss_adv_disc: -1.389264, lr_disc: 0.000010
+2023-03-20 12:40:35,147 - INFO - [Train] step: 7599, loss_mpn: 0.022453, loss_rec: 0.064529, loss_semantic: 0.829440, loss_idmrf: 5.757000, loss_adv_gen: -143.821823, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:41:05,300 - INFO - [Train] step: 7699, loss_adv_disc: -2.141513, lr_disc: 0.000010
+2023-03-20 12:41:05,499 - INFO - [Train] step: 7699, loss_mpn: 0.088459, loss_rec: 0.125678, loss_semantic: 1.128969, loss_idmrf: 6.529510, loss_adv_gen: -149.181763, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:41:35,914 - INFO - [Train] step: 7799, loss_adv_disc: -1.440269, lr_disc: 0.000010
+2023-03-20 12:41:36,114 - INFO - [Train] step: 7799, loss_mpn: 0.039705, loss_rec: 0.116867, loss_semantic: 1.004740, loss_idmrf: 6.362462, loss_adv_gen: -146.921478, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:42:06,401 - INFO - [Train] step: 7899, loss_adv_disc: -3.021843, lr_disc: 0.000010
+2023-03-20 12:42:06,598 - INFO - [Train] step: 7899, loss_mpn: 0.012647, loss_rec: 0.052919, loss_semantic: 0.654870, loss_idmrf: 2.927709, loss_adv_gen: -157.680573, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:42:36,904 - INFO - [Train] step: 7999, loss_adv_disc: 0.823200, lr_disc: 0.000010
+2023-03-20 12:42:37,113 - INFO - [Train] step: 7999, loss_mpn: 0.025645, loss_rec: 0.056641, loss_semantic: 0.760647, loss_idmrf: 5.080203, loss_adv_gen: -158.497375, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:43:51,837 - INFO - [Eval] step: 7999, bce: 0.082655, psnr: 23.239910, ssim: 0.808488
+2023-03-20 12:44:27,814 - INFO - [Train] step: 8099, loss_adv_disc: -0.884169, lr_disc: 0.000010
+2023-03-20 12:44:28,016 - INFO - [Train] step: 8099, loss_mpn: 0.052458, loss_rec: 0.124592, loss_semantic: 1.155231, loss_idmrf: 7.863037, loss_adv_gen: -149.284241, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:44:57,788 - INFO - [Train] step: 8199, loss_adv_disc: 7.954895, lr_disc: 0.000010
+2023-03-20 12:44:57,993 - INFO - [Train] step: 8199, loss_mpn: 0.099807, loss_rec: 0.109911, loss_semantic: 1.000494, loss_idmrf: 6.083389, loss_adv_gen: -155.586914, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:45:28,513 - INFO - [Train] step: 8299, loss_adv_disc: -2.069352, lr_disc: 0.000010
+2023-03-20 12:45:28,715 - INFO - [Train] step: 8299, loss_mpn: 0.016485, loss_rec: 0.065137, loss_semantic: 0.702005, loss_idmrf: 3.110864, loss_adv_gen: -143.125702, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:45:59,079 - INFO - [Train] step: 8399, loss_adv_disc: 1.415523, lr_disc: 0.000010
+2023-03-20 12:45:59,282 - INFO - [Train] step: 8399, loss_mpn: 0.030559, loss_rec: 0.094712, loss_semantic: 0.864566, loss_idmrf: 4.935606, loss_adv_gen: -156.280212, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:46:29,488 - INFO - [Train] step: 8499, loss_adv_disc: -2.992680, lr_disc: 0.000010
+2023-03-20 12:46:29,698 - INFO - [Train] step: 8499, loss_mpn: 0.015887, loss_rec: 0.078738, loss_semantic: 0.850914, loss_idmrf: 3.782474, loss_adv_gen: -161.033813, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:46:59,733 - INFO - [Train] step: 8599, loss_adv_disc: 2.990229, lr_disc: 0.000010
+2023-03-20 12:46:59,930 - INFO - [Train] step: 8599, loss_mpn: 0.018541, loss_rec: 0.032880, loss_semantic: 0.502629, loss_idmrf: 2.818644, loss_adv_gen: -149.106735, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:47:30,389 - INFO - [Train] step: 8699, loss_adv_disc: 3.105669, lr_disc: 0.000010
+2023-03-20 12:47:30,592 - INFO - [Train] step: 8699, loss_mpn: 0.023774, loss_rec: 0.066066, loss_semantic: 0.772078, loss_idmrf: 4.125551, loss_adv_gen: -161.625076, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:48:00,918 - INFO - [Train] step: 8799, loss_adv_disc: 1.884692, lr_disc: 0.000010
+2023-03-20 12:48:01,119 - INFO - [Train] step: 8799, loss_mpn: 0.017501, loss_rec: 0.050141, loss_semantic: 0.708440, loss_idmrf: 3.192533, loss_adv_gen: -139.062744, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:48:31,231 - INFO - [Train] step: 8899, loss_adv_disc: -1.584096, lr_disc: 0.000010
+2023-03-20 12:48:31,434 - INFO - [Train] step: 8899, loss_mpn: 0.027744, loss_rec: 0.079034, loss_semantic: 0.913972, loss_idmrf: 5.281707, loss_adv_gen: -147.640839, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:49:02,656 - INFO - [Train] step: 8999, loss_adv_disc: 1.640397, lr_disc: 0.000010
+2023-03-20 12:49:02,868 - INFO - [Train] step: 8999, loss_mpn: 0.016499, loss_rec: 0.036583, loss_semantic: 0.577062, loss_idmrf: 2.935966, loss_adv_gen: -133.050446, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:50:14,640 - INFO - [Eval] step: 8999, bce: 0.082410, psnr: 23.277199, ssim: 0.808088
+2023-03-20 12:50:50,861 - INFO - [Train] step: 9099, loss_adv_disc: 0.325382, lr_disc: 0.000010
+2023-03-20 12:50:51,069 - INFO - [Train] step: 9099, loss_mpn: 0.011859, loss_rec: 0.046916, loss_semantic: 0.586659, loss_idmrf: 2.872102, loss_adv_gen: -160.326630, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:51:21,397 - INFO - [Train] step: 9199, loss_adv_disc: 3.441834, lr_disc: 0.000010
+2023-03-20 12:51:21,592 - INFO - [Train] step: 9199, loss_mpn: 0.030495, loss_rec: 0.074235, loss_semantic: 0.686867, loss_idmrf: 4.439368, loss_adv_gen: -129.473221, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:51:51,519 - INFO - [Train] step: 9299, loss_adv_disc: 0.177033, lr_disc: 0.000010
+2023-03-20 12:51:51,721 - INFO - [Train] step: 9299, loss_mpn: 0.034196, loss_rec: 0.091708, loss_semantic: 1.045284, loss_idmrf: 7.748998, loss_adv_gen: -129.878204, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:52:22,028 - INFO - [Train] step: 9399, loss_adv_disc: 2.104591, lr_disc: 0.000010
+2023-03-20 12:52:22,225 - INFO - [Train] step: 9399, loss_mpn: 0.012820, loss_rec: 0.045934, loss_semantic: 0.644117, loss_idmrf: 2.391286, loss_adv_gen: -156.914322, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:52:52,735 - INFO - [Train] step: 9499, loss_adv_disc: -1.758622, lr_disc: 0.000010
+2023-03-20 12:52:52,936 - INFO - [Train] step: 9499, loss_mpn: 0.081350, loss_rec: 0.136031, loss_semantic: 1.146308, loss_idmrf: 7.351453, loss_adv_gen: -139.284729, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:53:23,470 - INFO - [Train] step: 9599, loss_adv_disc: -0.172504, lr_disc: 0.000010
+2023-03-20 12:53:23,673 - INFO - [Train] step: 9599, loss_mpn: 0.021979, loss_rec: 0.045631, loss_semantic: 0.694606, loss_idmrf: 3.765946, loss_adv_gen: -134.836060, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:53:54,108 - INFO - [Train] step: 9699, loss_adv_disc: -0.045934, lr_disc: 0.000010
+2023-03-20 12:53:54,315 - INFO - [Train] step: 9699, loss_mpn: 0.015718, loss_rec: 0.061110, loss_semantic: 0.712140, loss_idmrf: 2.474975, loss_adv_gen: -185.174774, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:54:24,733 - INFO - [Train] step: 9799, loss_adv_disc: -1.837832, lr_disc: 0.000010
+2023-03-20 12:54:24,936 - INFO - [Train] step: 9799, loss_mpn: 0.010533, loss_rec: 0.052853, loss_semantic: 0.619925, loss_idmrf: 2.591247, loss_adv_gen: -156.976028, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:54:55,997 - INFO - [Train] step: 9899, loss_adv_disc: -2.851524, lr_disc: 0.000010
+2023-03-20 12:54:56,201 - INFO - [Train] step: 9899, loss_mpn: 0.041639, loss_rec: 0.081811, loss_semantic: 0.839504, loss_idmrf: 4.528997, loss_adv_gen: -165.715057, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:55:27,129 - INFO - [Train] step: 9999, loss_adv_disc: -3.658784, lr_disc: 0.000010
+2023-03-20 12:55:27,335 - INFO - [Train] step: 9999, loss_mpn: 0.049764, loss_rec: 0.077041, loss_semantic: 0.817622, loss_idmrf: 4.713096, loss_adv_gen: -147.494431, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:56:37,657 - INFO - [Eval] step: 9999, bce: 0.084047, psnr: 23.305172, ssim: 0.809562
+2023-03-20 12:57:13,775 - INFO - [Train] step: 10099, loss_adv_disc: -2.587047, lr_disc: 0.000010
+2023-03-20 12:57:13,977 - INFO - [Train] step: 10099, loss_mpn: 0.038457, loss_rec: 0.070928, loss_semantic: 0.859839, loss_idmrf: 4.487031, loss_adv_gen: -136.846436, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:57:44,245 - INFO - [Train] step: 10199, loss_adv_disc: 0.692521, lr_disc: 0.000010
+2023-03-20 12:57:44,446 - INFO - [Train] step: 10199, loss_mpn: 0.017037, loss_rec: 0.041544, loss_semantic: 0.521090, loss_idmrf: 2.043005, loss_adv_gen: -148.281097, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:58:14,600 - INFO - [Train] step: 10299, loss_adv_disc: -0.490076, lr_disc: 0.000010
+2023-03-20 12:58:14,802 - INFO - [Train] step: 10299, loss_mpn: 0.017883, loss_rec: 0.048749, loss_semantic: 0.611837, loss_idmrf: 3.475424, loss_adv_gen: -138.165085, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:58:44,979 - INFO - [Train] step: 10399, loss_adv_disc: -0.549374, lr_disc: 0.000010
+2023-03-20 12:58:45,183 - INFO - [Train] step: 10399, loss_mpn: 0.035872, loss_rec: 0.063062, loss_semantic: 0.785028, loss_idmrf: 4.236868, loss_adv_gen: -142.524033, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:59:15,482 - INFO - [Train] step: 10499, loss_adv_disc: -1.056149, lr_disc: 0.000010
+2023-03-20 12:59:15,685 - INFO - [Train] step: 10499, loss_mpn: 0.048126, loss_rec: 0.092159, loss_semantic: 0.927260, loss_idmrf: 4.895081, loss_adv_gen: -108.768906, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:59:45,546 - INFO - [Train] step: 10599, loss_adv_disc: 1.909690, lr_disc: 0.000010
+2023-03-20 12:59:45,745 - INFO - [Train] step: 10599, loss_mpn: 0.010944, loss_rec: 0.055554, loss_semantic: 0.783823, loss_idmrf: 2.980483, loss_adv_gen: -155.323486, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:00:15,939 - INFO - [Train] step: 10699, loss_adv_disc: 1.116364, lr_disc: 0.000010
+2023-03-20 13:00:16,139 - INFO - [Train] step: 10699, loss_mpn: 0.022472, loss_rec: 0.058811, loss_semantic: 0.798541, loss_idmrf: 4.948222, loss_adv_gen: -169.997482, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:00:46,946 - INFO - [Train] step: 10799, loss_adv_disc: 0.014307, lr_disc: 0.000010
+2023-03-20 13:00:47,151 - INFO - [Train] step: 10799, loss_mpn: 0.021423, loss_rec: 0.040240, loss_semantic: 0.595522, loss_idmrf: 2.763943, loss_adv_gen: -117.532654, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:01:18,119 - INFO - [Train] step: 10899, loss_adv_disc: 1.843730, lr_disc: 0.000010
+2023-03-20 13:01:18,323 - INFO - [Train] step: 10899, loss_mpn: 0.018541, loss_rec: 0.065871, loss_semantic: 0.626960, loss_idmrf: 4.878932, loss_adv_gen: -120.333862, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:01:48,340 - INFO - [Train] step: 10999, loss_adv_disc: -5.656361, lr_disc: 0.000010
+2023-03-20 13:01:48,540 - INFO - [Train] step: 10999, loss_mpn: 0.049427, loss_rec: 0.106245, loss_semantic: 1.082085, loss_idmrf: 7.714236, loss_adv_gen: -135.985291, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:02:58,767 - INFO - [Eval] step: 10999, bce: 0.083576, psnr: 23.332216, ssim: 0.809278
+2023-03-20 13:03:34,944 - INFO - [Train] step: 11099, loss_adv_disc: 4.662939, lr_disc: 0.000010
+2023-03-20 13:03:35,146 - INFO - [Train] step: 11099, loss_mpn: 0.026266, loss_rec: 0.078948, loss_semantic: 0.829483, loss_idmrf: 2.745843, loss_adv_gen: -180.739548, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:04:05,233 - INFO - [Train] step: 11199, loss_adv_disc: -6.400949, lr_disc: 0.000010
+2023-03-20 13:04:05,436 - INFO - [Train] step: 11199, loss_mpn: 0.070870, loss_rec: 0.117743, loss_semantic: 1.065515, loss_idmrf: 5.458337, loss_adv_gen: -183.181488, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:04:36,011 - INFO - [Train] step: 11299, loss_adv_disc: -3.388055, lr_disc: 0.000010
+2023-03-20 13:04:36,218 - INFO - [Train] step: 11299, loss_mpn: 0.032577, loss_rec: 0.087547, loss_semantic: 0.934093, loss_idmrf: 5.610169, loss_adv_gen: -146.747055, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:05:06,446 - INFO - [Train] step: 11399, loss_adv_disc: 2.774137, lr_disc: 0.000010
+2023-03-20 13:05:06,651 - INFO - [Train] step: 11399, loss_mpn: 0.012583, loss_rec: 0.052523, loss_semantic: 0.598006, loss_idmrf: 2.643813, loss_adv_gen: -171.690460, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:05:36,820 - INFO - [Train] step: 11499, loss_adv_disc: 2.082184, lr_disc: 0.000010
+2023-03-20 13:05:37,026 - INFO - [Train] step: 11499, loss_mpn: 0.013919, loss_rec: 0.059860, loss_semantic: 0.747271, loss_idmrf: 3.289966, loss_adv_gen: -150.590103, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:06:07,851 - INFO - [Train] step: 11599, loss_adv_disc: -3.079672, lr_disc: 0.000010
+2023-03-20 13:06:08,053 - INFO - [Train] step: 11599, loss_mpn: 0.043109, loss_rec: 0.091261, loss_semantic: 0.892615, loss_idmrf: 6.038335, loss_adv_gen: -153.947937, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:06:39,369 - INFO - [Train] step: 11699, loss_adv_disc: -1.641471, lr_disc: 0.000010
+2023-03-20 13:06:39,571 - INFO - [Train] step: 11699, loss_mpn: 0.041268, loss_rec: 0.104120, loss_semantic: 1.079622, loss_idmrf: 5.577471, loss_adv_gen: -164.087677, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:07:10,770 - INFO - [Train] step: 11799, loss_adv_disc: -8.502933, lr_disc: 0.000010
+2023-03-20 13:07:10,979 - INFO - [Train] step: 11799, loss_mpn: 0.055636, loss_rec: 0.133308, loss_semantic: 1.228330, loss_idmrf: 7.727178, loss_adv_gen: -166.348953, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:07:41,240 - INFO - [Train] step: 11899, loss_adv_disc: -0.994594, lr_disc: 0.000010
+2023-03-20 13:07:41,439 - INFO - [Train] step: 11899, loss_mpn: 0.024068, loss_rec: 0.059453, loss_semantic: 0.714495, loss_idmrf: 4.205750, loss_adv_gen: -135.569611, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:08:11,896 - INFO - [Train] step: 11999, loss_adv_disc: -5.548012, lr_disc: 0.000010
+2023-03-20 13:08:12,100 - INFO - [Train] step: 11999, loss_mpn: 0.072952, loss_rec: 0.137312, loss_semantic: 1.112465, loss_idmrf: 8.000980, loss_adv_gen: -121.678238, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:09:22,459 - INFO - [Eval] step: 11999, bce: 0.083552, psnr: 23.342913, ssim: 0.808009
+2023-03-20 13:09:58,850 - INFO - [Train] step: 12099, loss_adv_disc: -5.545941, lr_disc: 0.000010
+2023-03-20 13:09:59,054 - INFO - [Train] step: 12099, loss_mpn: 0.063390, loss_rec: 0.112751, loss_semantic: 1.091220, loss_idmrf: 6.959165, loss_adv_gen: -149.132050, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:10:28,932 - INFO - [Train] step: 12199, loss_adv_disc: 0.221623, lr_disc: 0.000010
+2023-03-20 13:10:29,133 - INFO - [Train] step: 12199, loss_mpn: 0.012363, loss_rec: 0.044502, loss_semantic: 0.628084, loss_idmrf: 3.572843, loss_adv_gen: -120.338203, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:10:59,751 - INFO - [Train] step: 12299, loss_adv_disc: -0.715283, lr_disc: 0.000010
+2023-03-20 13:10:59,963 - INFO - [Train] step: 12299, loss_mpn: 0.014241, loss_rec: 0.029606, loss_semantic: 0.530503, loss_idmrf: 2.153306, loss_adv_gen: -138.306900, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:11:30,261 - INFO - [Train] step: 12399, loss_adv_disc: 2.443543, lr_disc: 0.000010
+2023-03-20 13:11:30,465 - INFO - [Train] step: 12399, loss_mpn: 0.042185, loss_rec: 0.078319, loss_semantic: 0.821956, loss_idmrf: 5.060066, loss_adv_gen: -174.719208, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:12:00,850 - INFO - [Train] step: 12499, loss_adv_disc: -8.890469, lr_disc: 0.000010
+2023-03-20 13:12:01,058 - INFO - [Train] step: 12499, loss_mpn: 0.068230, loss_rec: 0.122964, loss_semantic: 1.171776, loss_idmrf: 7.979405, loss_adv_gen: -149.222137, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:12:31,601 - INFO - [Train] step: 12599, loss_adv_disc: -2.350100, lr_disc: 0.000010
+2023-03-20 13:12:31,795 - INFO - [Train] step: 12599, loss_mpn: 0.023360, loss_rec: 0.066246, loss_semantic: 0.912938, loss_idmrf: 4.478529, loss_adv_gen: -127.586220, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:13:03,010 - INFO - [Train] step: 12699, loss_adv_disc: 3.521571, lr_disc: 0.000010
+2023-03-20 13:13:03,213 - INFO - [Train] step: 12699, loss_mpn: 0.017603, loss_rec: 0.039956, loss_semantic: 0.595510, loss_idmrf: 2.690396, loss_adv_gen: -151.138885, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:13:33,548 - INFO - [Train] step: 12799, loss_adv_disc: 0.718560, lr_disc: 0.000010
+2023-03-20 13:13:33,755 - INFO - [Train] step: 12799, loss_mpn: 0.019196, loss_rec: 0.066260, loss_semantic: 0.816304, loss_idmrf: 4.871271, loss_adv_gen: -143.170105, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:14:03,819 - INFO - [Train] step: 12899, loss_adv_disc: -0.298011, lr_disc: 0.000010
+2023-03-20 13:14:04,017 - INFO - [Train] step: 12899, loss_mpn: 0.029070, loss_rec: 0.061620, loss_semantic: 0.806390, loss_idmrf: 4.568834, loss_adv_gen: -158.536621, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:14:34,085 - INFO - [Train] step: 12999, loss_adv_disc: 3.402848, lr_disc: 0.000010
+2023-03-20 13:14:34,285 - INFO - [Train] step: 12999, loss_mpn: 0.048967, loss_rec: 0.065313, loss_semantic: 0.759267, loss_idmrf: 3.354701, loss_adv_gen: -171.677231, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:15:45,100 - INFO - [Eval] step: 12999, bce: 0.082437, psnr: 23.374819, ssim: 0.810469
+2023-03-20 13:16:21,677 - INFO - [Train] step: 13099, loss_adv_disc: -1.394083, lr_disc: 0.000010
+2023-03-20 13:16:21,882 - INFO - [Train] step: 13099, loss_mpn: 0.028765, loss_rec: 0.086332, loss_semantic: 1.038406, loss_idmrf: 6.063892, loss_adv_gen: -156.795670, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:16:51,942 - INFO - [Train] step: 13199, loss_adv_disc: -0.762478, lr_disc: 0.000010
+2023-03-20 13:16:52,144 - INFO - [Train] step: 13199, loss_mpn: 0.023045, loss_rec: 0.059257, loss_semantic: 0.822903, loss_idmrf: 3.983598, loss_adv_gen: -176.178543, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:17:22,742 - INFO - [Train] step: 13299, loss_adv_disc: -1.941460, lr_disc: 0.000010
+2023-03-20 13:17:22,948 - INFO - [Train] step: 13299, loss_mpn: 0.024598, loss_rec: 0.056854, loss_semantic: 0.741672, loss_idmrf: 4.169547, loss_adv_gen: -129.829529, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:17:53,585 - INFO - [Train] step: 13399, loss_adv_disc: 2.630817, lr_disc: 0.000010
+2023-03-20 13:17:53,788 - INFO - [Train] step: 13399, loss_mpn: 0.023101, loss_rec: 0.075198, loss_semantic: 0.867060, loss_idmrf: 5.001868, loss_adv_gen: -174.259064, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:18:24,467 - INFO - [Train] step: 13499, loss_adv_disc: -1.857614, lr_disc: 0.000010
+2023-03-20 13:18:24,674 - INFO - [Train] step: 13499, loss_mpn: 0.061615, loss_rec: 0.129775, loss_semantic: 1.156635, loss_idmrf: 6.334258, loss_adv_gen: -192.711258, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:18:56,023 - INFO - [Train] step: 13599, loss_adv_disc: -3.694257, lr_disc: 0.000010
+2023-03-20 13:18:56,233 - INFO - [Train] step: 13599, loss_mpn: 0.018830, loss_rec: 0.087144, loss_semantic: 0.897489, loss_idmrf: 4.329005, loss_adv_gen: -163.678055, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:19:27,131 - INFO - [Train] step: 13699, loss_adv_disc: 2.219505, lr_disc: 0.000010
+2023-03-20 13:19:27,339 - INFO - [Train] step: 13699, loss_mpn: 0.019113, loss_rec: 0.058736, loss_semantic: 0.730653, loss_idmrf: 4.469920, loss_adv_gen: -127.058815, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:19:57,696 - INFO - [Train] step: 13799, loss_adv_disc: -5.848975, lr_disc: 0.000010
+2023-03-20 13:19:57,903 - INFO - [Train] step: 13799, loss_mpn: 0.049678, loss_rec: 0.109582, loss_semantic: 1.091032, loss_idmrf: 9.771797, loss_adv_gen: -156.632050, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:20:28,168 - INFO - [Train] step: 13899, loss_adv_disc: -0.544637, lr_disc: 0.000010
+2023-03-20 13:20:28,377 - INFO - [Train] step: 13899, loss_mpn: 0.015806, loss_rec: 0.053502, loss_semantic: 0.671676, loss_idmrf: 2.771705, loss_adv_gen: -161.018707, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:20:58,663 - INFO - [Train] step: 13999, loss_adv_disc: -10.645775, lr_disc: 0.000010
+2023-03-20 13:20:58,870 - INFO - [Train] step: 13999, loss_mpn: 0.060175, loss_rec: 0.160643, loss_semantic: 1.214725, loss_idmrf: 7.206909, loss_adv_gen: -171.242844, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:22:09,230 - INFO - [Eval] step: 13999, bce: 0.081918, psnr: 23.353840, ssim: 0.808223
+2023-03-20 13:22:45,320 - INFO - [Train] step: 14099, loss_adv_disc: -8.281146, lr_disc: 0.000010
+2023-03-20 13:22:45,525 - INFO - [Train] step: 14099, loss_mpn: 0.105297, loss_rec: 0.103544, loss_semantic: 1.118141, loss_idmrf: 8.784072, loss_adv_gen: -134.940063, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:23:15,648 - INFO - [Train] step: 14199, loss_adv_disc: 2.096939, lr_disc: 0.000010
+2023-03-20 13:23:15,851 - INFO - [Train] step: 14199, loss_mpn: 0.021602, loss_rec: 0.050438, loss_semantic: 0.632652, loss_idmrf: 2.989243, loss_adv_gen: -149.438965, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:23:46,374 - INFO - [Train] step: 14299, loss_adv_disc: -1.973230, lr_disc: 0.000010
+2023-03-20 13:23:46,578 - INFO - [Train] step: 14299, loss_mpn: 0.045550, loss_rec: 0.077217, loss_semantic: 0.870957, loss_idmrf: 5.059178, loss_adv_gen: -155.766602, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:24:16,819 - INFO - [Train] step: 14399, loss_adv_disc: 1.245876, lr_disc: 0.000010
+2023-03-20 13:24:17,025 - INFO - [Train] step: 14399, loss_mpn: 0.010294, loss_rec: 0.045637, loss_semantic: 0.589770, loss_idmrf: 2.221195, loss_adv_gen: -148.825546, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:24:48,724 - INFO - [Train] step: 14499, loss_adv_disc: -2.034892, lr_disc: 0.000010
+2023-03-20 13:24:48,927 - INFO - [Train] step: 14499, loss_mpn: 0.041863, loss_rec: 0.084444, loss_semantic: 0.811512, loss_idmrf: 7.345359, loss_adv_gen: -142.729523, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:25:20,029 - INFO - [Train] step: 14599, loss_adv_disc: -5.439744, lr_disc: 0.000010
+2023-03-20 13:25:20,231 - INFO - [Train] step: 14599, loss_mpn: 0.025276, loss_rec: 0.090960, loss_semantic: 0.935468, loss_idmrf: 4.917268, loss_adv_gen: -135.808441, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:25:50,289 - INFO - [Train] step: 14699, loss_adv_disc: 0.596728, lr_disc: 0.000010
+2023-03-20 13:25:50,494 - INFO - [Train] step: 14699, loss_mpn: 0.016715, loss_rec: 0.057768, loss_semantic: 0.656960, loss_idmrf: 2.389911, loss_adv_gen: -164.151215, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:26:20,410 - INFO - [Train] step: 14799, loss_adv_disc: -1.475589, lr_disc: 0.000010
+2023-03-20 13:26:20,618 - INFO - [Train] step: 14799, loss_mpn: 0.041207, loss_rec: 0.077431, loss_semantic: 0.746279, loss_idmrf: 3.026473, loss_adv_gen: -158.816635, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:26:50,954 - INFO - [Train] step: 14899, loss_adv_disc: -6.836974, lr_disc: 0.000010
+2023-03-20 13:26:51,152 - INFO - [Train] step: 14899, loss_mpn: 0.048848, loss_rec: 0.094467, loss_semantic: 0.909843, loss_idmrf: 6.321984, loss_adv_gen: -135.592148, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:27:21,513 - INFO - [Train] step: 14999, loss_adv_disc: -5.572433, lr_disc: 0.000010
+2023-03-20 13:27:21,733 - INFO - [Train] step: 14999, loss_mpn: 0.029952, loss_rec: 0.073380, loss_semantic: 0.828359, loss_idmrf: 4.368939, loss_adv_gen: -149.377335, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:28:31,104 - INFO - [Eval] step: 14999, bce: 0.083443, psnr: 23.388895, ssim: 0.810563
+2023-03-20 13:29:07,584 - INFO - [Train] step: 15099, loss_adv_disc: -1.109652, lr_disc: 0.000010
+2023-03-20 13:29:07,785 - INFO - [Train] step: 15099, loss_mpn: 0.008885, loss_rec: 0.042577, loss_semantic: 0.615900, loss_idmrf: 2.386455, loss_adv_gen: -156.904587, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:29:37,870 - INFO - [Train] step: 15199, loss_adv_disc: 3.925779, lr_disc: 0.000010
+2023-03-20 13:29:38,074 - INFO - [Train] step: 15199, loss_mpn: 0.006478, loss_rec: 0.037955, loss_semantic: 0.543763, loss_idmrf: 1.762362, loss_adv_gen: -161.795441, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:30:09,002 - INFO - [Train] step: 15299, loss_adv_disc: 0.922370, lr_disc: 0.000010
+2023-03-20 13:30:09,206 - INFO - [Train] step: 15299, loss_mpn: 0.011140, loss_rec: 0.047061, loss_semantic: 0.636917, loss_idmrf: 3.358123, loss_adv_gen: -155.120789, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:30:40,643 - INFO - [Train] step: 15399, loss_adv_disc: -3.668609, lr_disc: 0.000010
+2023-03-20 13:30:40,850 - INFO - [Train] step: 15399, loss_mpn: 0.026654, loss_rec: 0.076294, loss_semantic: 0.757990, loss_idmrf: 3.271235, loss_adv_gen: -174.765137, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:31:11,779 - INFO - [Train] step: 15499, loss_adv_disc: 2.488491, lr_disc: 0.000010
+2023-03-20 13:31:11,981 - INFO - [Train] step: 15499, loss_mpn: 0.009419, loss_rec: 0.040278, loss_semantic: 0.591955, loss_idmrf: 2.234483, loss_adv_gen: -177.989410, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:31:42,071 - INFO - [Train] step: 15599, loss_adv_disc: -13.834581, lr_disc: 0.000010
+2023-03-20 13:31:42,280 - INFO - [Train] step: 15599, loss_mpn: 0.049114, loss_rec: 0.123709, loss_semantic: 1.079068, loss_idmrf: 6.783398, loss_adv_gen: -144.047882, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:32:12,548 - INFO - [Train] step: 15699, loss_adv_disc: 0.594150, lr_disc: 0.000010
+2023-03-20 13:32:12,753 - INFO - [Train] step: 15699, loss_mpn: 0.030643, loss_rec: 0.065502, loss_semantic: 0.813760, loss_idmrf: 5.046532, loss_adv_gen: -146.634460, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:32:42,831 - INFO - [Train] step: 15799, loss_adv_disc: -9.868536, lr_disc: 0.000010
+2023-03-20 13:32:43,033 - INFO - [Train] step: 15799, loss_mpn: 0.042354, loss_rec: 0.109725, loss_semantic: 1.089829, loss_idmrf: 6.084833, loss_adv_gen: -166.124634, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:33:13,281 - INFO - [Train] step: 15899, loss_adv_disc: -8.347009, lr_disc: 0.000010
+2023-03-20 13:33:13,489 - INFO - [Train] step: 15899, loss_mpn: 0.095073, loss_rec: 0.122223, loss_semantic: 1.175009, loss_idmrf: 9.667062, loss_adv_gen: -147.930573, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:33:44,108 - INFO - [Train] step: 15999, loss_adv_disc: -6.667233, lr_disc: 0.000010
+2023-03-20 13:33:44,309 - INFO - [Train] step: 15999, loss_mpn: 0.049430, loss_rec: 0.084132, loss_semantic: 0.990977, loss_idmrf: 6.468148, loss_adv_gen: -146.316223, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:34:54,290 - INFO - [Eval] step: 15999, bce: 0.083473, psnr: 23.463947, ssim: 0.809165
+2023-03-20 13:35:29,937 - INFO - [Train] step: 16099, loss_adv_disc: -2.623605, lr_disc: 0.000010
+2023-03-20 13:35:30,138 - INFO - [Train] step: 16099, loss_mpn: 0.013603, loss_rec: 0.057735, loss_semantic: 0.726712, loss_idmrf: 3.454574, loss_adv_gen: -178.704193, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:36:00,740 - INFO - [Train] step: 16199, loss_adv_disc: 1.685544, lr_disc: 0.000010
+2023-03-20 13:36:00,945 - INFO - [Train] step: 16199, loss_mpn: 0.015449, loss_rec: 0.049134, loss_semantic: 0.661166, loss_idmrf: 2.648594, loss_adv_gen: -181.549911, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:36:31,842 - INFO - [Train] step: 16299, loss_adv_disc: -3.200727, lr_disc: 0.000010
+2023-03-20 13:36:32,046 - INFO - [Train] step: 16299, loss_mpn: 0.050416, loss_rec: 0.072550, loss_semantic: 0.870683, loss_idmrf: 5.860542, loss_adv_gen: -145.148026, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:37:03,540 - INFO - [Train] step: 16399, loss_adv_disc: 0.277810, lr_disc: 0.000010
+2023-03-20 13:37:03,745 - INFO - [Train] step: 16399, loss_mpn: 0.014349, loss_rec: 0.050098, loss_semantic: 0.675251, loss_idmrf: 2.804797, loss_adv_gen: -153.945709, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:37:34,545 - INFO - [Train] step: 16499, loss_adv_disc: -5.223623, lr_disc: 0.000010
+2023-03-20 13:37:34,752 - INFO - [Train] step: 16499, loss_mpn: 0.032757, loss_rec: 0.083439, loss_semantic: 0.969619, loss_idmrf: 6.517669, loss_adv_gen: -111.801262, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:38:05,040 - INFO - [Train] step: 16599, loss_adv_disc: -3.212542, lr_disc: 0.000010
+2023-03-20 13:38:05,249 - INFO - [Train] step: 16599, loss_mpn: 0.047025, loss_rec: 0.087498, loss_semantic: 0.862262, loss_idmrf: 4.766568, loss_adv_gen: -167.981125, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:38:35,405 - INFO - [Train] step: 16699, loss_adv_disc: -1.364039, lr_disc: 0.000010
+2023-03-20 13:38:35,610 - INFO - [Train] step: 16699, loss_mpn: 0.057109, loss_rec: 0.112555, loss_semantic: 1.081263, loss_idmrf: 7.038993, loss_adv_gen: -155.768677, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:39:05,990 - INFO - [Train] step: 16799, loss_adv_disc: 2.057896, lr_disc: 0.000010
+2023-03-20 13:39:06,189 - INFO - [Train] step: 16799, loss_mpn: 0.061201, loss_rec: 0.085571, loss_semantic: 0.939336, loss_idmrf: 5.649541, loss_adv_gen: -162.249878, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:39:36,553 - INFO - [Train] step: 16899, loss_adv_disc: -10.239831, lr_disc: 0.000010
+2023-03-20 13:39:36,758 - INFO - [Train] step: 16899, loss_mpn: 0.051955, loss_rec: 0.103983, loss_semantic: 1.053857, loss_idmrf: 6.418532, loss_adv_gen: -160.754608, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:40:06,974 - INFO - [Train] step: 16999, loss_adv_disc: -5.919904, lr_disc: 0.000010
+2023-03-20 13:40:07,181 - INFO - [Train] step: 16999, loss_mpn: 0.060881, loss_rec: 0.140567, loss_semantic: 1.217929, loss_idmrf: 7.068602, loss_adv_gen: -198.882141, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:41:17,450 - INFO - [Eval] step: 16999, bce: 0.081053, psnr: 23.355654, ssim: 0.809186
+2023-03-20 13:41:53,738 - INFO - [Train] step: 17099, loss_adv_disc: -5.622169, lr_disc: 0.000010
+2023-03-20 13:41:53,938 - INFO - [Train] step: 17099, loss_mpn: 0.036844, loss_rec: 0.098923, loss_semantic: 1.015743, loss_idmrf: 6.267791, loss_adv_gen: -164.782730, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:42:24,897 - INFO - [Train] step: 17199, loss_adv_disc: 1.476910, lr_disc: 0.000010
+2023-03-20 13:42:25,107 - INFO - [Train] step: 17199, loss_mpn: 0.018830, loss_rec: 0.061428, loss_semantic: 0.788036, loss_idmrf: 3.218836, loss_adv_gen: -177.588745, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:42:56,517 - INFO - [Train] step: 17299, loss_adv_disc: -5.415850, lr_disc: 0.000010
+2023-03-20 13:42:56,725 - INFO - [Train] step: 17299, loss_mpn: 0.052815, loss_rec: 0.083951, loss_semantic: 0.888811, loss_idmrf: 5.597065, loss_adv_gen: -108.715042, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:43:28,030 - INFO - [Train] step: 17399, loss_adv_disc: -3.912579, lr_disc: 0.000010
+2023-03-20 13:43:28,233 - INFO - [Train] step: 17399, loss_mpn: 0.016504, loss_rec: 0.056672, loss_semantic: 0.688366, loss_idmrf: 3.025193, loss_adv_gen: -155.321106, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:43:58,766 - INFO - [Train] step: 17499, loss_adv_disc: 0.283835, lr_disc: 0.000010
+2023-03-20 13:43:58,973 - INFO - [Train] step: 17499, loss_mpn: 0.032622, loss_rec: 0.071948, loss_semantic: 0.830606, loss_idmrf: 4.216130, loss_adv_gen: -161.913330, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:44:29,795 - INFO - [Train] step: 17599, loss_adv_disc: -0.492829, lr_disc: 0.000010
+2023-03-20 13:44:30,001 - INFO - [Train] step: 17599, loss_mpn: 0.047500, loss_rec: 0.063443, loss_semantic: 0.835270, loss_idmrf: 5.573291, loss_adv_gen: -166.122391, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:45:00,407 - INFO - [Train] step: 17699, loss_adv_disc: 2.625255, lr_disc: 0.000010
+2023-03-20 13:45:00,613 - INFO - [Train] step: 17699, loss_mpn: 0.005911, loss_rec: 0.031082, loss_semantic: 0.490995, loss_idmrf: 2.172575, loss_adv_gen: -137.721039, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:45:30,847 - INFO - [Train] step: 17799, loss_adv_disc: 0.348316, lr_disc: 0.000010
+2023-03-20 13:45:31,051 - INFO - [Train] step: 17799, loss_mpn: 0.038930, loss_rec: 0.059590, loss_semantic: 0.824636, loss_idmrf: 4.620932, loss_adv_gen: -139.775970, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:46:01,436 - INFO - [Train] step: 17899, loss_adv_disc: -0.681924, lr_disc: 0.000010
+2023-03-20 13:46:01,640 - INFO - [Train] step: 17899, loss_mpn: 0.051962, loss_rec: 0.067883, loss_semantic: 0.757728, loss_idmrf: 5.455392, loss_adv_gen: -135.074646, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:46:31,747 - INFO - [Train] step: 17999, loss_adv_disc: -2.593736, lr_disc: 0.000010
+2023-03-20 13:46:31,953 - INFO - [Train] step: 17999, loss_mpn: 0.051181, loss_rec: 0.074925, loss_semantic: 0.883898, loss_idmrf: 7.982761, loss_adv_gen: -151.541870, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:47:41,980 - INFO - [Eval] step: 17999, bce: 0.080925, psnr: 23.408810, ssim: 0.809524
+2023-03-20 13:48:18,436 - INFO - [Train] step: 18099, loss_adv_disc: -0.692703, lr_disc: 0.000010
+2023-03-20 13:48:18,646 - INFO - [Train] step: 18099, loss_mpn: 0.037226, loss_rec: 0.057224, loss_semantic: 0.797101, loss_idmrf: 5.253398, loss_adv_gen: -138.494858, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:48:49,717 - INFO - [Train] step: 18199, loss_adv_disc: -2.727246, lr_disc: 0.000010
+2023-03-20 13:48:49,925 - INFO - [Train] step: 18199, loss_mpn: 0.048843, loss_rec: 0.105589, loss_semantic: 0.950149, loss_idmrf: 6.890115, loss_adv_gen: -155.951019, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:49:20,547 - INFO - [Train] step: 18299, loss_adv_disc: -3.758893, lr_disc: 0.000010
+2023-03-20 13:49:20,764 - INFO - [Train] step: 18299, loss_mpn: 0.069755, loss_rec: 0.087429, loss_semantic: 0.854629, loss_idmrf: 5.247335, loss_adv_gen: -180.000046, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:49:50,687 - INFO - [Train] step: 18399, loss_adv_disc: 3.908115, lr_disc: 0.000010
+2023-03-20 13:49:50,890 - INFO - [Train] step: 18399, loss_mpn: 0.008989, loss_rec: 0.046454, loss_semantic: 0.675451, loss_idmrf: 1.813615, loss_adv_gen: -157.813507, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:50:20,869 - INFO - [Train] step: 18499, loss_adv_disc: -0.195621, lr_disc: 0.000010
+2023-03-20 13:50:21,074 - INFO - [Train] step: 18499, loss_mpn: 0.040132, loss_rec: 0.085483, loss_semantic: 0.919982, loss_idmrf: 5.618558, loss_adv_gen: -158.321274, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:50:51,559 - INFO - [Train] step: 18599, loss_adv_disc: -2.305106, lr_disc: 0.000010
+2023-03-20 13:50:51,769 - INFO - [Train] step: 18599, loss_mpn: 0.028995, loss_rec: 0.080012, loss_semantic: 0.993522, loss_idmrf: 6.228826, loss_adv_gen: -168.530411, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:51:21,971 - INFO - [Train] step: 18699, loss_adv_disc: -2.148272, lr_disc: 0.000010
+2023-03-20 13:51:22,175 - INFO - [Train] step: 18699, loss_mpn: 0.026425, loss_rec: 0.060312, loss_semantic: 0.774346, loss_idmrf: 4.253829, loss_adv_gen: -160.826874, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:51:52,168 - INFO - [Train] step: 18799, loss_adv_disc: -6.486742, lr_disc: 0.000010
+2023-03-20 13:51:52,370 - INFO - [Train] step: 18799, loss_mpn: 0.056003, loss_rec: 0.111789, loss_semantic: 1.116401, loss_idmrf: 7.533145, loss_adv_gen: -140.259872, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:52:22,455 - INFO - [Train] step: 18899, loss_adv_disc: -3.117641, lr_disc: 0.000010
+2023-03-20 13:52:22,657 - INFO - [Train] step: 18899, loss_mpn: 0.030161, loss_rec: 0.087582, loss_semantic: 0.924189, loss_idmrf: 5.160542, loss_adv_gen: -172.481247, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:52:52,830 - INFO - [Train] step: 18999, loss_adv_disc: -5.286426, lr_disc: 0.000010
+2023-03-20 13:52:53,032 - INFO - [Train] step: 18999, loss_mpn: 0.036623, loss_rec: 0.057587, loss_semantic: 0.745784, loss_idmrf: 4.621290, loss_adv_gen: -132.205719, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:54:03,263 - INFO - [Eval] step: 18999, bce: 0.083049, psnr: 23.295418, ssim: 0.806646
+2023-03-20 13:54:40,769 - INFO - [Train] step: 19099, loss_adv_disc: -1.366345, lr_disc: 0.000010
+2023-03-20 13:54:40,972 - INFO - [Train] step: 19099, loss_mpn: 0.044862, loss_rec: 0.071422, loss_semantic: 0.881060, loss_idmrf: 6.161754, loss_adv_gen: -144.292938, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:55:11,801 - INFO - [Train] step: 19199, loss_adv_disc: 0.671597, lr_disc: 0.000010
+2023-03-20 13:55:12,001 - INFO - [Train] step: 19199, loss_mpn: 0.018086, loss_rec: 0.058329, loss_semantic: 0.680022, loss_idmrf: 2.951612, loss_adv_gen: -156.176239, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:55:42,273 - INFO - [Train] step: 19299, loss_adv_disc: -6.042625, lr_disc: 0.000010
+2023-03-20 13:55:42,475 - INFO - [Train] step: 19299, loss_mpn: 0.061823, loss_rec: 0.095853, loss_semantic: 1.026781, loss_idmrf: 6.440289, loss_adv_gen: -148.282730, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:56:12,905 - INFO - [Train] step: 19399, loss_adv_disc: -5.150728, lr_disc: 0.000010
+2023-03-20 13:56:13,114 - INFO - [Train] step: 19399, loss_mpn: 0.101527, loss_rec: 0.142805, loss_semantic: 1.375854, loss_idmrf: 8.213382, loss_adv_gen: -153.512512, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:56:43,455 - INFO - [Train] step: 19499, loss_adv_disc: 1.288075, lr_disc: 0.000010
+2023-03-20 13:56:43,656 - INFO - [Train] step: 19499, loss_mpn: 0.007816, loss_rec: 0.041861, loss_semantic: 0.564826, loss_idmrf: 3.206203, loss_adv_gen: -153.983215, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:57:13,698 - INFO - [Train] step: 19599, loss_adv_disc: -3.078801, lr_disc: 0.000010
+2023-03-20 13:57:13,907 - INFO - [Train] step: 19599, loss_mpn: 0.024251, loss_rec: 0.074406, loss_semantic: 0.827455, loss_idmrf: 5.530307, loss_adv_gen: -180.273224, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:57:44,193 - INFO - [Train] step: 19699, loss_adv_disc: 4.014541, lr_disc: 0.000010
+2023-03-20 13:57:44,392 - INFO - [Train] step: 19699, loss_mpn: 0.010624, loss_rec: 0.045760, loss_semantic: 0.729277, loss_idmrf: 3.266323, loss_adv_gen: -185.648026, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:58:14,522 - INFO - [Train] step: 19799, loss_adv_disc: -1.051376, lr_disc: 0.000010
+2023-03-20 13:58:14,724 - INFO - [Train] step: 19799, loss_mpn: 0.040151, loss_rec: 0.115286, loss_semantic: 1.142291, loss_idmrf: 6.431389, loss_adv_gen: -217.570602, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:58:44,661 - INFO - [Train] step: 19899, loss_adv_disc: -4.971894, lr_disc: 0.000010
+2023-03-20 13:58:44,865 - INFO - [Train] step: 19899, loss_mpn: 0.038181, loss_rec: 0.083062, loss_semantic: 0.917707, loss_idmrf: 6.418877, loss_adv_gen: -117.097290, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:59:15,036 - INFO - [Train] step: 19999, loss_adv_disc: -9.518909, lr_disc: 0.000010
+2023-03-20 13:59:15,243 - INFO - [Train] step: 19999, loss_mpn: 0.033805, loss_rec: 0.118242, loss_semantic: 1.172724, loss_idmrf: 9.240289, loss_adv_gen: -149.117737, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:00:26,994 - INFO - [Eval] step: 19999, bce: 0.080785, psnr: 23.328371, ssim: 0.809188
+2023-03-20 14:01:04,935 - INFO - [Train] step: 20099, loss_adv_disc: -2.561594, lr_disc: 0.000010
+2023-03-20 14:01:05,143 - INFO - [Train] step: 20099, loss_mpn: 0.057640, loss_rec: 0.075519, loss_semantic: 0.927995, loss_idmrf: 5.613240, loss_adv_gen: -178.046219, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:01:35,016 - INFO - [Train] step: 20199, loss_adv_disc: -5.665619, lr_disc: 0.000010
+2023-03-20 14:01:35,216 - INFO - [Train] step: 20199, loss_mpn: 0.048263, loss_rec: 0.116393, loss_semantic: 0.957450, loss_idmrf: 5.780874, loss_adv_gen: -186.137848, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:02:05,341 - INFO - [Train] step: 20299, loss_adv_disc: 0.036902, lr_disc: 0.000010
+2023-03-20 14:02:05,546 - INFO - [Train] step: 20299, loss_mpn: 0.056240, loss_rec: 0.095192, loss_semantic: 0.951135, loss_idmrf: 7.056877, loss_adv_gen: -158.106461, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:02:35,983 - INFO - [Train] step: 20399, loss_adv_disc: -0.563433, lr_disc: 0.000010
+2023-03-20 14:02:36,198 - INFO - [Train] step: 20399, loss_mpn: 0.021716, loss_rec: 0.060001, loss_semantic: 0.717695, loss_idmrf: 3.587145, loss_adv_gen: -156.243271, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:03:06,147 - INFO - [Train] step: 20499, loss_adv_disc: 0.276309, lr_disc: 0.000010
+2023-03-20 14:03:06,347 - INFO - [Train] step: 20499, loss_mpn: 0.030303, loss_rec: 0.085112, loss_semantic: 0.814099, loss_idmrf: 4.098883, loss_adv_gen: -181.955017, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:03:36,760 - INFO - [Train] step: 20599, loss_adv_disc: -5.661321, lr_disc: 0.000010
+2023-03-20 14:03:36,967 - INFO - [Train] step: 20599, loss_mpn: 0.052773, loss_rec: 0.090979, loss_semantic: 0.975057, loss_idmrf: 7.273055, loss_adv_gen: -173.721390, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:04:07,415 - INFO - [Train] step: 20699, loss_adv_disc: -0.468223, lr_disc: 0.000010
+2023-03-20 14:04:07,621 - INFO - [Train] step: 20699, loss_mpn: 0.022467, loss_rec: 0.055802, loss_semantic: 0.699304, loss_idmrf: 3.477151, loss_adv_gen: -181.602859, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:04:37,517 - INFO - [Train] step: 20799, loss_adv_disc: -0.175377, lr_disc: 0.000010
+2023-03-20 14:04:37,725 - INFO - [Train] step: 20799, loss_mpn: 0.009504, loss_rec: 0.050095, loss_semantic: 0.643302, loss_idmrf: 2.123060, loss_adv_gen: -203.461472, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:05:08,012 - INFO - [Train] step: 20899, loss_adv_disc: 0.699590, lr_disc: 0.000010
+2023-03-20 14:05:08,217 - INFO - [Train] step: 20899, loss_mpn: 0.028588, loss_rec: 0.067495, loss_semantic: 0.780092, loss_idmrf: 5.469429, loss_adv_gen: -170.039047, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:05:38,666 - INFO - [Train] step: 20999, loss_adv_disc: -5.263735, lr_disc: 0.000010
+2023-03-20 14:05:38,871 - INFO - [Train] step: 20999, loss_mpn: 0.019761, loss_rec: 0.065049, loss_semantic: 0.770947, loss_idmrf: 4.075493, loss_adv_gen: -159.116135, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:06:56,370 - INFO - [Eval] step: 20999, bce: 0.082928, psnr: 23.421801, ssim: 0.810832
+2023-03-20 14:07:32,322 - INFO - [Train] step: 21099, loss_adv_disc: 2.101663, lr_disc: 0.000010
+2023-03-20 14:07:32,524 - INFO - [Train] step: 21099, loss_mpn: 0.009484, loss_rec: 0.037200, loss_semantic: 0.525289, loss_idmrf: 2.063771, loss_adv_gen: -157.794296, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:08:02,454 - INFO - [Train] step: 21199, loss_adv_disc: -1.538959, lr_disc: 0.000010
+2023-03-20 14:08:02,663 - INFO - [Train] step: 21199, loss_mpn: 0.020520, loss_rec: 0.058251, loss_semantic: 0.780446, loss_idmrf: 4.127841, loss_adv_gen: -167.695129, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:08:32,469 - INFO - [Train] step: 21299, loss_adv_disc: -2.173221, lr_disc: 0.000010
+2023-03-20 14:08:32,675 - INFO - [Train] step: 21299, loss_mpn: 0.032105, loss_rec: 0.085129, loss_semantic: 0.902639, loss_idmrf: 7.874046, loss_adv_gen: -173.940308, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:09:02,811 - INFO - [Train] step: 21399, loss_adv_disc: -5.104778, lr_disc: 0.000010
+2023-03-20 14:09:03,014 - INFO - [Train] step: 21399, loss_mpn: 0.079511, loss_rec: 0.114884, loss_semantic: 1.018250, loss_idmrf: 8.440847, loss_adv_gen: -163.143036, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:09:33,033 - INFO - [Train] step: 21499, loss_adv_disc: 3.879833, lr_disc: 0.000010
+2023-03-20 14:09:33,238 - INFO - [Train] step: 21499, loss_mpn: 0.046931, loss_rec: 0.100830, loss_semantic: 1.091512, loss_idmrf: 9.532179, loss_adv_gen: -141.529541, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:10:03,265 - INFO - [Train] step: 21599, loss_adv_disc: -11.930805, lr_disc: 0.000010
+2023-03-20 14:10:03,467 - INFO - [Train] step: 21599, loss_mpn: 0.039368, loss_rec: 0.093396, loss_semantic: 0.948527, loss_idmrf: 5.824865, loss_adv_gen: -172.395203, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:10:33,440 - INFO - [Train] step: 21699, loss_adv_disc: -5.342330, lr_disc: 0.000010
+2023-03-20 14:10:33,640 - INFO - [Train] step: 21699, loss_mpn: 0.032997, loss_rec: 0.092303, loss_semantic: 1.119236, loss_idmrf: 6.460577, loss_adv_gen: -187.475311, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:11:03,928 - INFO - [Train] step: 21799, loss_adv_disc: 2.055841, lr_disc: 0.000010
+2023-03-20 14:11:04,131 - INFO - [Train] step: 21799, loss_mpn: 0.031634, loss_rec: 0.085289, loss_semantic: 0.937530, loss_idmrf: 5.106329, loss_adv_gen: -188.279358, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:11:34,146 - INFO - [Train] step: 21899, loss_adv_disc: 2.542208, lr_disc: 0.000010
+2023-03-20 14:11:34,348 - INFO - [Train] step: 21899, loss_mpn: 0.026062, loss_rec: 0.085324, loss_semantic: 0.936112, loss_idmrf: 5.472210, loss_adv_gen: -164.695145, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:12:04,584 - INFO - [Train] step: 21999, loss_adv_disc: -4.808126, lr_disc: 0.000010
+2023-03-20 14:12:04,785 - INFO - [Train] step: 21999, loss_mpn: 0.044106, loss_rec: 0.072315, loss_semantic: 0.835642, loss_idmrf: 4.911877, loss_adv_gen: -154.526947, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:13:22,241 - INFO - [Eval] step: 21999, bce: 0.081186, psnr: 23.288536, ssim: 0.808409
+2023-03-20 14:13:57,878 - INFO - [Train] step: 22099, loss_adv_disc: -1.505122, lr_disc: 0.000010
+2023-03-20 14:13:58,084 - INFO - [Train] step: 22099, loss_mpn: 0.015194, loss_rec: 0.032316, loss_semantic: 0.493734, loss_idmrf: 2.714834, loss_adv_gen: -142.569366, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:14:28,436 - INFO - [Train] step: 22199, loss_adv_disc: -4.188796, lr_disc: 0.000010
+2023-03-20 14:14:28,643 - INFO - [Train] step: 22199, loss_mpn: 0.051223, loss_rec: 0.070289, loss_semantic: 0.958722, loss_idmrf: 6.879287, loss_adv_gen: -149.043915, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:14:58,484 - INFO - [Train] step: 22299, loss_adv_disc: -6.745936, lr_disc: 0.000010
+2023-03-20 14:14:58,688 - INFO - [Train] step: 22299, loss_mpn: 0.044954, loss_rec: 0.071164, loss_semantic: 0.850937, loss_idmrf: 4.785026, loss_adv_gen: -134.559265, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:15:28,764 - INFO - [Train] step: 22399, loss_adv_disc: -1.176383, lr_disc: 0.000010
+2023-03-20 14:15:28,968 - INFO - [Train] step: 22399, loss_mpn: 0.044952, loss_rec: 0.078236, loss_semantic: 0.853760, loss_idmrf: 4.022434, loss_adv_gen: -203.403961, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:15:59,120 - INFO - [Train] step: 22499, loss_adv_disc: 0.893576, lr_disc: 0.000010
+2023-03-20 14:15:59,324 - INFO - [Train] step: 22499, loss_mpn: 0.015990, loss_rec: 0.070349, loss_semantic: 0.826793, loss_idmrf: 2.567626, loss_adv_gen: -212.800903, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:16:29,551 - INFO - [Train] step: 22599, loss_adv_disc: -0.082115, lr_disc: 0.000010
+2023-03-20 14:16:29,755 - INFO - [Train] step: 22599, loss_mpn: 0.020090, loss_rec: 0.052172, loss_semantic: 0.631797, loss_idmrf: 2.736532, loss_adv_gen: -178.251480, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:16:59,763 - INFO - [Train] step: 22699, loss_adv_disc: 2.111227, lr_disc: 0.000010
+2023-03-20 14:16:59,962 - INFO - [Train] step: 22699, loss_mpn: 0.020327, loss_rec: 0.064947, loss_semantic: 0.817493, loss_idmrf: 3.931493, loss_adv_gen: -169.615051, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:17:30,109 - INFO - [Train] step: 22799, loss_adv_disc: 0.404302, lr_disc: 0.000010
+2023-03-20 14:17:30,316 - INFO - [Train] step: 22799, loss_mpn: 0.022239, loss_rec: 0.077533, loss_semantic: 0.799935, loss_idmrf: 3.436818, loss_adv_gen: -204.275391, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:18:00,503 - INFO - [Train] step: 22899, loss_adv_disc: -2.416403, lr_disc: 0.000010
+2023-03-20 14:18:00,706 - INFO - [Train] step: 22899, loss_mpn: 0.020411, loss_rec: 0.055397, loss_semantic: 0.689166, loss_idmrf: 4.259142, loss_adv_gen: -151.944122, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:18:31,301 - INFO - [Train] step: 22999, loss_adv_disc: -2.659064, lr_disc: 0.000010
+2023-03-20 14:18:31,515 - INFO - [Train] step: 22999, loss_mpn: 0.016891, loss_rec: 0.056077, loss_semantic: 0.684145, loss_idmrf: 3.765983, loss_adv_gen: -140.828995, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:19:43,850 - INFO - [Eval] step: 22999, bce: 0.083225, psnr: 23.405813, ssim: 0.809399
+2023-03-20 14:20:20,261 - INFO - [Train] step: 23099, loss_adv_disc: -1.251047, lr_disc: 0.000010
+2023-03-20 14:20:20,466 - INFO - [Train] step: 23099, loss_mpn: 0.011402, loss_rec: 0.056786, loss_semantic: 0.655292, loss_idmrf: 2.231159, loss_adv_gen: -201.434052, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:20:50,400 - INFO - [Train] step: 23199, loss_adv_disc: 8.872251, lr_disc: 0.000010
+2023-03-20 14:20:50,603 - INFO - [Train] step: 23199, loss_mpn: 0.189536, loss_rec: 0.166360, loss_semantic: 1.357641, loss_idmrf: 10.167583, loss_adv_gen: -146.954407, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:21:21,079 - INFO - [Train] step: 23299, loss_adv_disc: 2.506487, lr_disc: 0.000010
+2023-03-20 14:21:21,289 - INFO - [Train] step: 23299, loss_mpn: 0.007900, loss_rec: 0.034538, loss_semantic: 0.566725, loss_idmrf: 2.197428, loss_adv_gen: -178.166077, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:21:51,787 - INFO - [Train] step: 23399, loss_adv_disc: -12.685617, lr_disc: 0.000010
+2023-03-20 14:21:51,991 - INFO - [Train] step: 23399, loss_mpn: 0.060774, loss_rec: 0.125665, loss_semantic: 1.134529, loss_idmrf: 8.202314, loss_adv_gen: -153.798035, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:22:22,129 - INFO - [Train] step: 23499, loss_adv_disc: -3.787724, lr_disc: 0.000010
+2023-03-20 14:22:22,336 - INFO - [Train] step: 23499, loss_mpn: 0.052109, loss_rec: 0.108230, loss_semantic: 1.087458, loss_idmrf: 7.275826, loss_adv_gen: -169.542816, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:22:52,680 - INFO - [Train] step: 23599, loss_adv_disc: -15.659901, lr_disc: 0.000010
+2023-03-20 14:22:52,880 - INFO - [Train] step: 23599, loss_mpn: 0.033048, loss_rec: 0.097318, loss_semantic: 1.018466, loss_idmrf: 5.214865, loss_adv_gen: -163.889038, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:23:23,087 - INFO - [Train] step: 23699, loss_adv_disc: -0.938841, lr_disc: 0.000010
+2023-03-20 14:23:23,293 - INFO - [Train] step: 23699, loss_mpn: 0.025244, loss_rec: 0.060547, loss_semantic: 0.761942, loss_idmrf: 4.320188, loss_adv_gen: -196.614639, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:23:53,210 - INFO - [Train] step: 23799, loss_adv_disc: 1.821605, lr_disc: 0.000010
+2023-03-20 14:23:53,413 - INFO - [Train] step: 23799, loss_mpn: 0.026099, loss_rec: 0.068146, loss_semantic: 0.791812, loss_idmrf: 3.246611, loss_adv_gen: -167.569138, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:24:24,062 - INFO - [Train] step: 23899, loss_adv_disc: 1.693788, lr_disc: 0.000010
+2023-03-20 14:24:24,267 - INFO - [Train] step: 23899, loss_mpn: 0.036977, loss_rec: 0.062724, loss_semantic: 0.847642, loss_idmrf: 4.701345, loss_adv_gen: -156.182587, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:24:55,222 - INFO - [Train] step: 23999, loss_adv_disc: -8.430592, lr_disc: 0.000010
+2023-03-20 14:24:55,420 - INFO - [Train] step: 23999, loss_mpn: 0.039120, loss_rec: 0.084832, loss_semantic: 0.868163, loss_idmrf: 5.649202, loss_adv_gen: -168.259781, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:26:05,966 - INFO - [Eval] step: 23999, bce: 0.081163, psnr: 23.343204, ssim: 0.806496
+2023-03-20 14:26:41,914 - INFO - [Train] step: 24099, loss_adv_disc: 2.906813, lr_disc: 0.000010
+2023-03-20 14:26:42,114 - INFO - [Train] step: 24099, loss_mpn: 0.002407, loss_rec: 0.022091, loss_semantic: 0.382650, loss_idmrf: 1.399603, loss_adv_gen: -155.971405, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:27:12,208 - INFO - [Train] step: 24199, loss_adv_disc: -6.844897, lr_disc: 0.000010
+2023-03-20 14:27:12,408 - INFO - [Train] step: 24199, loss_mpn: 0.022408, loss_rec: 0.072819, loss_semantic: 0.759242, loss_idmrf: 3.797196, loss_adv_gen: -167.353027, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:27:42,607 - INFO - [Train] step: 24299, loss_adv_disc: -8.417961, lr_disc: 0.000010
+2023-03-20 14:27:42,812 - INFO - [Train] step: 24299, loss_mpn: 0.045747, loss_rec: 0.103322, loss_semantic: 0.968041, loss_idmrf: 7.447582, loss_adv_gen: -173.638733, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:28:12,587 - INFO - [Train] step: 24399, loss_adv_disc: -1.296120, lr_disc: 0.000010
+2023-03-20 14:28:12,789 - INFO - [Train] step: 24399, loss_mpn: 0.019301, loss_rec: 0.077365, loss_semantic: 0.976669, loss_idmrf: 5.365899, loss_adv_gen: -181.932022, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:28:42,821 - INFO - [Train] step: 24499, loss_adv_disc: -8.215408, lr_disc: 0.000010
+2023-03-20 14:28:43,028 - INFO - [Train] step: 24499, loss_mpn: 0.066623, loss_rec: 0.100704, loss_semantic: 1.111757, loss_idmrf: 7.228899, loss_adv_gen: -182.981537, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:29:13,220 - INFO - [Train] step: 24599, loss_adv_disc: 2.470433, lr_disc: 0.000010
+2023-03-20 14:29:13,419 - INFO - [Train] step: 24599, loss_mpn: 0.007687, loss_rec: 0.031829, loss_semantic: 0.498564, loss_idmrf: 1.862148, loss_adv_gen: -175.324188, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:29:43,483 - INFO - [Train] step: 24699, loss_adv_disc: -0.909558, lr_disc: 0.000010
+2023-03-20 14:29:43,685 - INFO - [Train] step: 24699, loss_mpn: 0.025350, loss_rec: 0.074321, loss_semantic: 0.901014, loss_idmrf: 5.156802, loss_adv_gen: -195.987640, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:30:14,063 - INFO - [Train] step: 24799, loss_adv_disc: -2.647596, lr_disc: 0.000010
+2023-03-20 14:30:14,265 - INFO - [Train] step: 24799, loss_mpn: 0.040020, loss_rec: 0.099019, loss_semantic: 0.987733, loss_idmrf: 6.269302, loss_adv_gen: -143.359467, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:30:45,641 - INFO - [Train] step: 24899, loss_adv_disc: -5.074741, lr_disc: 0.000010
+2023-03-20 14:30:45,840 - INFO - [Train] step: 24899, loss_mpn: 0.023526, loss_rec: 0.096073, loss_semantic: 1.030362, loss_idmrf: 7.239862, loss_adv_gen: -169.121521, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:31:16,145 - INFO - [Train] step: 24999, loss_adv_disc: -2.789336, lr_disc: 0.000010
+2023-03-20 14:31:16,348 - INFO - [Train] step: 24999, loss_mpn: 0.020280, loss_rec: 0.055912, loss_semantic: 0.712713, loss_idmrf: 3.306762, loss_adv_gen: -144.404816, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:32:24,463 - INFO - [Eval] step: 24999, bce: 0.081383, psnr: 23.369665, ssim: 0.807898
+2023-03-20 14:33:00,198 - INFO - [Train] step: 25099, loss_adv_disc: -3.380917, lr_disc: 0.000010
+2023-03-20 14:33:00,397 - INFO - [Train] step: 25099, loss_mpn: 0.048967, loss_rec: 0.127270, loss_semantic: 1.351815, loss_idmrf: 6.003954, loss_adv_gen: -204.161713, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:33:30,159 - INFO - [Train] step: 25199, loss_adv_disc: -0.142484, lr_disc: 0.000010
+2023-03-20 14:33:30,364 - INFO - [Train] step: 25199, loss_mpn: 0.026415, loss_rec: 0.065852, loss_semantic: 0.792382, loss_idmrf: 4.523022, loss_adv_gen: -143.869659, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:34:00,404 - INFO - [Train] step: 25299, loss_adv_disc: 1.176822, lr_disc: 0.000010
+2023-03-20 14:34:00,606 - INFO - [Train] step: 25299, loss_mpn: 0.009795, loss_rec: 0.048066, loss_semantic: 0.631611, loss_idmrf: 2.187019, loss_adv_gen: -168.309723, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:34:30,801 - INFO - [Train] step: 25399, loss_adv_disc: -8.633831, lr_disc: 0.000010
+2023-03-20 14:34:31,005 - INFO - [Train] step: 25399, loss_mpn: 0.019133, loss_rec: 0.090183, loss_semantic: 0.964345, loss_idmrf: 4.510354, loss_adv_gen: -186.288910, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:35:01,057 - INFO - [Train] step: 25499, loss_adv_disc: 2.201262, lr_disc: 0.000010
+2023-03-20 14:35:01,261 - INFO - [Train] step: 25499, loss_mpn: 0.022384, loss_rec: 0.037965, loss_semantic: 0.466861, loss_idmrf: 2.159552, loss_adv_gen: -165.395355, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:35:31,270 - INFO - [Train] step: 25599, loss_adv_disc: -1.387811, lr_disc: 0.000010
+2023-03-20 14:35:31,473 - INFO - [Train] step: 25599, loss_mpn: 0.051738, loss_rec: 0.113462, loss_semantic: 1.100395, loss_idmrf: 6.862077, loss_adv_gen: -166.188980, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:36:01,577 - INFO - [Train] step: 25699, loss_adv_disc: -5.570292, lr_disc: 0.000010
+2023-03-20 14:36:01,789 - INFO - [Train] step: 25699, loss_mpn: 0.058485, loss_rec: 0.152763, loss_semantic: 1.145907, loss_idmrf: 6.098128, loss_adv_gen: -194.048904, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:36:32,555 - INFO - [Train] step: 25799, loss_adv_disc: -3.521846, lr_disc: 0.000010
+2023-03-20 14:36:32,755 - INFO - [Train] step: 25799, loss_mpn: 0.042302, loss_rec: 0.100798, loss_semantic: 1.023896, loss_idmrf: 6.526871, loss_adv_gen: -185.038620, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:37:03,442 - INFO - [Train] step: 25899, loss_adv_disc: -1.297660, lr_disc: 0.000010
+2023-03-20 14:37:03,647 - INFO - [Train] step: 25899, loss_mpn: 0.032277, loss_rec: 0.063202, loss_semantic: 0.805116, loss_idmrf: 4.958026, loss_adv_gen: -148.574066, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:37:33,309 - INFO - [Train] step: 25999, loss_adv_disc: -0.171181, lr_disc: 0.000010
+2023-03-20 14:37:33,512 - INFO - [Train] step: 25999, loss_mpn: 0.017015, loss_rec: 0.047803, loss_semantic: 0.621363, loss_idmrf: 2.897297, loss_adv_gen: -140.159576, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:38:44,695 - INFO - [Eval] step: 25999, bce: 0.083042, psnr: 23.408245, ssim: 0.808199
+2023-03-20 14:39:20,689 - INFO - [Train] step: 26099, loss_adv_disc: 0.276021, lr_disc: 0.000010
+2023-03-20 14:39:20,888 - INFO - [Train] step: 26099, loss_mpn: 0.006567, loss_rec: 0.046539, loss_semantic: 0.643191, loss_idmrf: 1.891399, loss_adv_gen: -172.005783, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:39:50,680 - INFO - [Train] step: 26199, loss_adv_disc: -6.909616, lr_disc: 0.000010
+2023-03-20 14:39:50,883 - INFO - [Train] step: 26199, loss_mpn: 0.021690, loss_rec: 0.090005, loss_semantic: 0.859165, loss_idmrf: 4.649050, loss_adv_gen: -171.894287, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:40:21,176 - INFO - [Train] step: 26299, loss_adv_disc: 2.851209, lr_disc: 0.000010
+2023-03-20 14:40:21,378 - INFO - [Train] step: 26299, loss_mpn: 0.011186, loss_rec: 0.049233, loss_semantic: 0.694668, loss_idmrf: 3.172178, loss_adv_gen: -193.702728, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:40:51,652 - INFO - [Train] step: 26399, loss_adv_disc: -4.199202, lr_disc: 0.000010
+2023-03-20 14:40:51,858 - INFO - [Train] step: 26399, loss_mpn: 0.029124, loss_rec: 0.098727, loss_semantic: 0.975345, loss_idmrf: 4.832902, loss_adv_gen: -179.414276, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:41:22,051 - INFO - [Train] step: 26499, loss_adv_disc: -2.674288, lr_disc: 0.000010
+2023-03-20 14:41:22,255 - INFO - [Train] step: 26499, loss_mpn: 0.033539, loss_rec: 0.066978, loss_semantic: 0.762793, loss_idmrf: 7.646566, loss_adv_gen: -148.458389, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:41:52,035 - INFO - [Train] step: 26599, loss_adv_disc: -0.242989, lr_disc: 0.000010
+2023-03-20 14:41:52,236 - INFO - [Train] step: 26599, loss_mpn: 0.012669, loss_rec: 0.035823, loss_semantic: 0.621599, loss_idmrf: 3.076434, loss_adv_gen: -124.595428, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:42:23,239 - INFO - [Train] step: 26699, loss_adv_disc: -12.107821, lr_disc: 0.000010
+2023-03-20 14:42:23,441 - INFO - [Train] step: 26699, loss_mpn: 0.043026, loss_rec: 0.109951, loss_semantic: 1.152226, loss_idmrf: 8.385431, loss_adv_gen: -180.239792, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:42:53,980 - INFO - [Train] step: 26799, loss_adv_disc: -4.302112, lr_disc: 0.000010
+2023-03-20 14:42:54,178 - INFO - [Train] step: 26799, loss_mpn: 0.081608, loss_rec: 0.123601, loss_semantic: 1.253036, loss_idmrf: 8.453708, loss_adv_gen: -159.688812, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:43:24,428 - INFO - [Train] step: 26899, loss_adv_disc: 1.998162, lr_disc: 0.000010
+2023-03-20 14:43:24,628 - INFO - [Train] step: 26899, loss_mpn: 0.039124, loss_rec: 0.075655, loss_semantic: 0.859969, loss_idmrf: 5.064808, loss_adv_gen: -170.053497, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:43:54,822 - INFO - [Train] step: 26999, loss_adv_disc: -0.084788, lr_disc: 0.000010
+2023-03-20 14:43:55,028 - INFO - [Train] step: 26999, loss_mpn: 0.007439, loss_rec: 0.035789, loss_semantic: 0.500988, loss_idmrf: 1.726799, loss_adv_gen: -194.484711, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:45:05,522 - INFO - [Eval] step: 26999, bce: 0.081780, psnr: 23.289318, ssim: 0.805384
+2023-03-20 14:45:42,015 - INFO - [Train] step: 27099, loss_adv_disc: -1.036296, lr_disc: 0.000010
+2023-03-20 14:45:42,216 - INFO - [Train] step: 27099, loss_mpn: 0.034288, loss_rec: 0.075762, loss_semantic: 0.862328, loss_idmrf: 4.409984, loss_adv_gen: -196.828888, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:46:12,127 - INFO - [Train] step: 27199, loss_adv_disc: -10.414179, lr_disc: 0.000010
+2023-03-20 14:46:12,329 - INFO - [Train] step: 27199, loss_mpn: 0.051389, loss_rec: 0.108300, loss_semantic: 0.986719, loss_idmrf: 7.086335, loss_adv_gen: -154.267990, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:46:42,387 - INFO - [Train] step: 27299, loss_adv_disc: 2.584088, lr_disc: 0.000010
+2023-03-20 14:46:42,589 - INFO - [Train] step: 27299, loss_mpn: 0.043117, loss_rec: 0.082917, loss_semantic: 0.973095, loss_idmrf: 4.954542, loss_adv_gen: -192.601685, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:47:12,644 - INFO - [Train] step: 27399, loss_adv_disc: 1.744703, lr_disc: 0.000010
+2023-03-20 14:47:12,850 - INFO - [Train] step: 27399, loss_mpn: 0.037926, loss_rec: 0.077547, loss_semantic: 0.798211, loss_idmrf: 4.528487, loss_adv_gen: -156.247650, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:47:42,881 - INFO - [Train] step: 27499, loss_adv_disc: 1.541689, lr_disc: 0.000010
+2023-03-20 14:47:43,083 - INFO - [Train] step: 27499, loss_mpn: 0.019805, loss_rec: 0.057318, loss_semantic: 0.666925, loss_idmrf: 3.615234, loss_adv_gen: -171.926331, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:48:14,069 - INFO - [Train] step: 27599, loss_adv_disc: 4.369372, lr_disc: 0.000010
+2023-03-20 14:48:14,272 - INFO - [Train] step: 27599, loss_mpn: 0.047466, loss_rec: 0.100619, loss_semantic: 0.948636, loss_idmrf: 5.935175, loss_adv_gen: -160.102020, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:48:44,927 - INFO - [Train] step: 27699, loss_adv_disc: -1.210261, lr_disc: 0.000010
+2023-03-20 14:48:45,127 - INFO - [Train] step: 27699, loss_mpn: 0.045533, loss_rec: 0.082849, loss_semantic: 0.897165, loss_idmrf: 5.133192, loss_adv_gen: -148.579758, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:49:15,336 - INFO - [Train] step: 27799, loss_adv_disc: 2.726820, lr_disc: 0.000010
+2023-03-20 14:49:15,546 - INFO - [Train] step: 27799, loss_mpn: 0.043917, loss_rec: 0.080052, loss_semantic: 0.891541, loss_idmrf: 4.959364, loss_adv_gen: -188.571808, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:49:45,851 - INFO - [Train] step: 27899, loss_adv_disc: 3.494374, lr_disc: 0.000010
+2023-03-20 14:49:46,058 - INFO - [Train] step: 27899, loss_mpn: 0.005494, loss_rec: 0.030750, loss_semantic: 0.454787, loss_idmrf: 0.941360, loss_adv_gen: -203.250824, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:50:16,044 - INFO - [Train] step: 27999, loss_adv_disc: -0.442267, lr_disc: 0.000010
+2023-03-20 14:50:16,252 - INFO - [Train] step: 27999, loss_mpn: 0.038064, loss_rec: 0.083224, loss_semantic: 0.940758, loss_idmrf: 5.237394, loss_adv_gen: -181.114212, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:51:25,399 - INFO - [Eval] step: 27999, bce: 0.081875, psnr: 23.370628, ssim: 0.808734
+2023-03-20 14:52:01,582 - INFO - [Train] step: 28099, loss_adv_disc: 1.626825, lr_disc: 0.000010
+2023-03-20 14:52:01,784 - INFO - [Train] step: 28099, loss_mpn: 0.032392, loss_rec: 0.052696, loss_semantic: 0.640331, loss_idmrf: 3.328746, loss_adv_gen: -175.783737, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:52:31,711 - INFO - [Train] step: 28199, loss_adv_disc: -4.105524, lr_disc: 0.000010
+2023-03-20 14:52:31,916 - INFO - [Train] step: 28199, loss_mpn: 0.037666, loss_rec: 0.087888, loss_semantic: 0.904691, loss_idmrf: 6.009295, loss_adv_gen: -154.582184, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:53:02,340 - INFO - [Train] step: 28299, loss_adv_disc: 1.774201, lr_disc: 0.000010
+2023-03-20 14:53:02,542 - INFO - [Train] step: 28299, loss_mpn: 0.006083, loss_rec: 0.031746, loss_semantic: 0.477387, loss_idmrf: 1.658433, loss_adv_gen: -165.313629, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:53:32,543 - INFO - [Train] step: 28399, loss_adv_disc: 0.253174, lr_disc: 0.000010
+2023-03-20 14:53:32,748 - INFO - [Train] step: 28399, loss_mpn: 0.011210, loss_rec: 0.037248, loss_semantic: 0.556312, loss_idmrf: 1.866585, loss_adv_gen: -167.035355, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:54:02,942 - INFO - [Train] step: 28499, loss_adv_disc: -1.534692, lr_disc: 0.000010
+2023-03-20 14:54:03,145 - INFO - [Train] step: 28499, loss_mpn: 0.031378, loss_rec: 0.064384, loss_semantic: 0.779966, loss_idmrf: 4.593541, loss_adv_gen: -159.193878, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:54:34,012 - INFO - [Train] step: 28599, loss_adv_disc: -3.872920, lr_disc: 0.000010
+2023-03-20 14:54:34,215 - INFO - [Train] step: 28599, loss_mpn: 0.033910, loss_rec: 0.075645, loss_semantic: 0.930386, loss_idmrf: 5.957210, loss_adv_gen: -166.244720, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:55:04,480 - INFO - [Train] step: 28699, loss_adv_disc: -7.698308, lr_disc: 0.000010
+2023-03-20 14:55:04,681 - INFO - [Train] step: 28699, loss_mpn: 0.076472, loss_rec: 0.110874, loss_semantic: 1.057849, loss_idmrf: 7.510483, loss_adv_gen: -168.270889, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:55:34,920 - INFO - [Train] step: 28799, loss_adv_disc: -0.741516, lr_disc: 0.000010
+2023-03-20 14:55:35,124 - INFO - [Train] step: 28799, loss_mpn: 0.023767, loss_rec: 0.055429, loss_semantic: 0.708659, loss_idmrf: 3.296547, loss_adv_gen: -154.478134, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:56:05,154 - INFO - [Train] step: 28899, loss_adv_disc: 1.017731, lr_disc: 0.000010
+2023-03-20 14:56:05,367 - INFO - [Train] step: 28899, loss_mpn: 0.007914, loss_rec: 0.042412, loss_semantic: 0.618722, loss_idmrf: 2.098807, loss_adv_gen: -173.667526, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:56:35,311 - INFO - [Train] step: 28999, loss_adv_disc: -3.288674, lr_disc: 0.000010
+2023-03-20 14:56:35,520 - INFO - [Train] step: 28999, loss_mpn: 0.055258, loss_rec: 0.097083, loss_semantic: 1.049794, loss_idmrf: 6.375772, loss_adv_gen: -184.903946, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:57:46,439 - INFO - [Eval] step: 28999, bce: 0.083513, psnr: 23.355452, ssim: 0.807702
+2023-03-20 14:58:22,614 - INFO - [Train] step: 29099, loss_adv_disc: 1.348537, lr_disc: 0.000010
+2023-03-20 14:58:22,818 - INFO - [Train] step: 29099, loss_mpn: 0.017588, loss_rec: 0.054166, loss_semantic: 0.698937, loss_idmrf: 2.734640, loss_adv_gen: -183.549927, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:58:52,706 - INFO - [Train] step: 29199, loss_adv_disc: 4.378883, lr_disc: 0.000010
+2023-03-20 14:58:52,899 - INFO - [Train] step: 29199, loss_mpn: 0.064390, loss_rec: 0.078052, loss_semantic: 0.861108, loss_idmrf: 6.230230, loss_adv_gen: -186.187958, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:59:22,888 - INFO - [Train] step: 29299, loss_adv_disc: -5.142559, lr_disc: 0.000010
+2023-03-20 14:59:23,088 - INFO - [Train] step: 29299, loss_mpn: 0.019961, loss_rec: 0.061230, loss_semantic: 0.810592, loss_idmrf: 3.913641, loss_adv_gen: -153.477051, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:59:53,456 - INFO - [Train] step: 29399, loss_adv_disc: 1.169051, lr_disc: 0.000010
+2023-03-20 14:59:53,668 - INFO - [Train] step: 29399, loss_mpn: 0.016394, loss_rec: 0.052204, loss_semantic: 0.643353, loss_idmrf: 2.991877, loss_adv_gen: -170.362839, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:00:24,489 - INFO - [Train] step: 29499, loss_adv_disc: -7.601530, lr_disc: 0.000010
+2023-03-20 15:00:24,687 - INFO - [Train] step: 29499, loss_mpn: 0.031164, loss_rec: 0.070330, loss_semantic: 0.819032, loss_idmrf: 4.973109, loss_adv_gen: -173.734344, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:00:54,761 - INFO - [Train] step: 29599, loss_adv_disc: -5.683184, lr_disc: 0.000010
+2023-03-20 15:00:54,961 - INFO - [Train] step: 29599, loss_mpn: 0.051680, loss_rec: 0.098971, loss_semantic: 0.962584, loss_idmrf: 6.723845, loss_adv_gen: -142.626617, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:01:25,119 - INFO - [Train] step: 29699, loss_adv_disc: 5.459174, lr_disc: 0.000010
+2023-03-20 15:01:25,321 - INFO - [Train] step: 29699, loss_mpn: 0.022574, loss_rec: 0.044876, loss_semantic: 0.549882, loss_idmrf: 2.975139, loss_adv_gen: -156.904816, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:01:55,308 - INFO - [Train] step: 29799, loss_adv_disc: -3.448920, lr_disc: 0.000010
+2023-03-20 15:01:55,512 - INFO - [Train] step: 29799, loss_mpn: 0.024068, loss_rec: 0.076693, loss_semantic: 0.967897, loss_idmrf: 5.096537, loss_adv_gen: -196.006149, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:02:25,365 - INFO - [Train] step: 29899, loss_adv_disc: -1.183746, lr_disc: 0.000010
+2023-03-20 15:02:25,566 - INFO - [Train] step: 29899, loss_mpn: 0.015361, loss_rec: 0.048054, loss_semantic: 0.586115, loss_idmrf: 2.109796, loss_adv_gen: -186.950165, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:02:55,856 - INFO - [Train] step: 29999, loss_adv_disc: -2.969188, lr_disc: 0.000010
+2023-03-20 15:02:56,057 - INFO - [Train] step: 29999, loss_mpn: 0.041977, loss_rec: 0.066524, loss_semantic: 0.713153, loss_idmrf: 3.585865, loss_adv_gen: -158.734802, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:04:05,583 - INFO - [Eval] step: 29999, bce: 0.081112, psnr: 23.326181, ssim: 0.807006
+2023-03-20 15:04:42,651 - INFO - [Train] step: 30099, loss_adv_disc: -5.598039, lr_disc: 0.000010
+2023-03-20 15:04:42,852 - INFO - [Train] step: 30099, loss_mpn: 0.050631, loss_rec: 0.082889, loss_semantic: 0.821518, loss_idmrf: 4.906867, loss_adv_gen: -163.445160, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:05:12,676 - INFO - [Train] step: 30199, loss_adv_disc: -4.499522, lr_disc: 0.000010
+2023-03-20 15:05:12,883 - INFO - [Train] step: 30199, loss_mpn: 0.023088, loss_rec: 0.081041, loss_semantic: 0.804235, loss_idmrf: 4.709765, loss_adv_gen: -202.753418, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:05:43,087 - INFO - [Train] step: 30299, loss_adv_disc: -5.763331, lr_disc: 0.000010
+2023-03-20 15:05:43,294 - INFO - [Train] step: 30299, loss_mpn: 0.023516, loss_rec: 0.074270, loss_semantic: 0.860461, loss_idmrf: 4.342775, loss_adv_gen: -189.000977, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:06:13,861 - INFO - [Train] step: 30399, loss_adv_disc: -6.671404, lr_disc: 0.000010
+2023-03-20 15:06:14,062 - INFO - [Train] step: 30399, loss_mpn: 0.052199, loss_rec: 0.099939, loss_semantic: 0.847269, loss_idmrf: 4.519685, loss_adv_gen: -188.805481, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:06:44,694 - INFO - [Train] step: 30499, loss_adv_disc: -2.538759, lr_disc: 0.000010
+2023-03-20 15:06:44,896 - INFO - [Train] step: 30499, loss_mpn: 0.019655, loss_rec: 0.044108, loss_semantic: 0.517154, loss_idmrf: 3.275976, loss_adv_gen: -139.488678, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:07:14,825 - INFO - [Train] step: 30599, loss_adv_disc: 0.255177, lr_disc: 0.000010
+2023-03-20 15:07:15,028 - INFO - [Train] step: 30599, loss_mpn: 0.047131, loss_rec: 0.123027, loss_semantic: 1.254495, loss_idmrf: 6.878264, loss_adv_gen: -241.177124, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:07:44,996 - INFO - [Train] step: 30699, loss_adv_disc: 0.340234, lr_disc: 0.000010
+2023-03-20 15:07:45,202 - INFO - [Train] step: 30699, loss_mpn: 0.020763, loss_rec: 0.040649, loss_semantic: 0.621349, loss_idmrf: 3.580060, loss_adv_gen: -135.924957, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:08:15,332 - INFO - [Train] step: 30799, loss_adv_disc: 3.759768, lr_disc: 0.000010
+2023-03-20 15:08:15,534 - INFO - [Train] step: 30799, loss_mpn: 0.069082, loss_rec: 0.118890, loss_semantic: 1.121534, loss_idmrf: 8.196200, loss_adv_gen: -168.450134, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:08:45,959 - INFO - [Train] step: 30899, loss_adv_disc: -2.074027, lr_disc: 0.000010
+2023-03-20 15:08:46,165 - INFO - [Train] step: 30899, loss_mpn: 0.051729, loss_rec: 0.078183, loss_semantic: 0.891341, loss_idmrf: 5.804841, loss_adv_gen: -182.020004, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:09:16,168 - INFO - [Train] step: 30999, loss_adv_disc: 2.186940, lr_disc: 0.000010
+2023-03-20 15:09:16,369 - INFO - [Train] step: 30999, loss_mpn: 0.050829, loss_rec: 0.061176, loss_semantic: 0.762004, loss_idmrf: 2.062829, loss_adv_gen: -196.313049, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:10:24,703 - INFO - [Eval] step: 30999, bce: 0.082010, psnr: 23.337580, ssim: 0.807201
+2023-03-20 15:11:00,396 - INFO - [Train] step: 31099, loss_adv_disc: -2.269913, lr_disc: 0.000010
+2023-03-20 15:11:00,598 - INFO - [Train] step: 31099, loss_mpn: 0.027111, loss_rec: 0.064153, loss_semantic: 0.761962, loss_idmrf: 4.296041, loss_adv_gen: -158.384537, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:11:30,481 - INFO - [Train] step: 31199, loss_adv_disc: -6.277401, lr_disc: 0.000010
+2023-03-20 15:11:30,685 - INFO - [Train] step: 31199, loss_mpn: 0.019403, loss_rec: 0.070984, loss_semantic: 0.851833, loss_idmrf: 4.661319, loss_adv_gen: -169.530701, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:12:01,570 - INFO - [Train] step: 31299, loss_adv_disc: 3.177610, lr_disc: 0.000010
+2023-03-20 15:12:01,779 - INFO - [Train] step: 31299, loss_mpn: 0.006161, loss_rec: 0.027811, loss_semantic: 0.454310, loss_idmrf: 1.233625, loss_adv_gen: -160.101929, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:12:32,200 - INFO - [Train] step: 31399, loss_adv_disc: -5.392148, lr_disc: 0.000010
+2023-03-20 15:12:32,403 - INFO - [Train] step: 31399, loss_mpn: 0.061569, loss_rec: 0.123611, loss_semantic: 1.002565, loss_idmrf: 5.962985, loss_adv_gen: -177.867630, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:13:02,374 - INFO - [Train] step: 31499, loss_adv_disc: -11.186699, lr_disc: 0.000010
+2023-03-20 15:13:02,574 - INFO - [Train] step: 31499, loss_mpn: 0.052240, loss_rec: 0.125295, loss_semantic: 1.090767, loss_idmrf: 6.710383, loss_adv_gen: -214.794281, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:13:32,314 - INFO - [Train] step: 31599, loss_adv_disc: 2.802074, lr_disc: 0.000010
+2023-03-20 15:13:32,531 - INFO - [Train] step: 31599, loss_mpn: 0.029117, loss_rec: 0.068389, loss_semantic: 0.855675, loss_idmrf: 4.392719, loss_adv_gen: -188.143890, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:14:02,561 - INFO - [Train] step: 31699, loss_adv_disc: -0.465633, lr_disc: 0.000010
+2023-03-20 15:14:02,762 - INFO - [Train] step: 31699, loss_mpn: 0.018685, loss_rec: 0.054195, loss_semantic: 0.669135, loss_idmrf: 3.338367, loss_adv_gen: -159.308929, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:14:32,922 - INFO - [Train] step: 31799, loss_adv_disc: 0.080866, lr_disc: 0.000010
+2023-03-20 15:14:33,125 - INFO - [Train] step: 31799, loss_mpn: 0.013362, loss_rec: 0.046154, loss_semantic: 0.547453, loss_idmrf: 2.440381, loss_adv_gen: -193.678253, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:15:03,476 - INFO - [Train] step: 31899, loss_adv_disc: -0.648243, lr_disc: 0.000010
+2023-03-20 15:15:03,679 - INFO - [Train] step: 31899, loss_mpn: 0.018142, loss_rec: 0.074337, loss_semantic: 0.819730, loss_idmrf: 3.603390, loss_adv_gen: -208.087158, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:15:33,954 - INFO - [Train] step: 31999, loss_adv_disc: -2.003749, lr_disc: 0.000010
+2023-03-20 15:15:34,162 - INFO - [Train] step: 31999, loss_mpn: 0.041867, loss_rec: 0.090158, loss_semantic: 0.996459, loss_idmrf: 5.580348, loss_adv_gen: -186.733276, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:16:44,894 - INFO - [Eval] step: 31999, bce: 0.083053, psnr: 23.267107, ssim: 0.803348
+2023-03-20 15:17:20,917 - INFO - [Train] step: 32099, loss_adv_disc: -10.036171, lr_disc: 0.000010
+2023-03-20 15:17:21,116 - INFO - [Train] step: 32099, loss_mpn: 0.040325, loss_rec: 0.083445, loss_semantic: 0.844403, loss_idmrf: 4.825122, loss_adv_gen: -167.629242, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:17:51,903 - INFO - [Train] step: 32199, loss_adv_disc: -2.180960, lr_disc: 0.000010
+2023-03-20 15:17:52,114 - INFO - [Train] step: 32199, loss_mpn: 0.017223, loss_rec: 0.046404, loss_semantic: 0.689322, loss_idmrf: 4.945642, loss_adv_gen: -135.707092, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:18:22,961 - INFO - [Train] step: 32299, loss_adv_disc: -5.981798, lr_disc: 0.000010
+2023-03-20 15:18:23,164 - INFO - [Train] step: 32299, loss_mpn: 0.024655, loss_rec: 0.060771, loss_semantic: 0.755715, loss_idmrf: 5.141085, loss_adv_gen: -147.930634, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:18:53,434 - INFO - [Train] step: 32399, loss_adv_disc: -3.436427, lr_disc: 0.000010
+2023-03-20 15:18:53,639 - INFO - [Train] step: 32399, loss_mpn: 0.040353, loss_rec: 0.080312, loss_semantic: 0.925402, loss_idmrf: 6.441548, loss_adv_gen: -165.803253, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:19:23,552 - INFO - [Train] step: 32499, loss_adv_disc: 1.425417, lr_disc: 0.000010
+2023-03-20 15:19:23,748 - INFO - [Train] step: 32499, loss_mpn: 0.017805, loss_rec: 0.069734, loss_semantic: 0.859757, loss_idmrf: 3.942204, loss_adv_gen: -198.099640, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:19:53,694 - INFO - [Train] step: 32599, loss_adv_disc: -4.803502, lr_disc: 0.000010
+2023-03-20 15:19:53,897 - INFO - [Train] step: 32599, loss_mpn: 0.053953, loss_rec: 0.131874, loss_semantic: 1.147971, loss_idmrf: 6.484384, loss_adv_gen: -194.763977, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:20:23,755 - INFO - [Train] step: 32699, loss_adv_disc: -4.507721, lr_disc: 0.000010
+2023-03-20 15:20:23,959 - INFO - [Train] step: 32699, loss_mpn: 0.045044, loss_rec: 0.083950, loss_semantic: 0.845588, loss_idmrf: 5.368101, loss_adv_gen: -205.139008, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:20:53,975 - INFO - [Train] step: 32799, loss_adv_disc: -5.219395, lr_disc: 0.000010
+2023-03-20 15:20:54,181 - INFO - [Train] step: 32799, loss_mpn: 0.056602, loss_rec: 0.111777, loss_semantic: 1.144631, loss_idmrf: 8.027018, loss_adv_gen: -164.662109, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:21:24,255 - INFO - [Train] step: 32899, loss_adv_disc: -9.187282, lr_disc: 0.000010
+2023-03-20 15:21:24,455 - INFO - [Train] step: 32899, loss_mpn: 0.030481, loss_rec: 0.097368, loss_semantic: 0.894570, loss_idmrf: 5.238814, loss_adv_gen: -146.668640, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:21:54,340 - INFO - [Train] step: 32999, loss_adv_disc: -2.062890, lr_disc: 0.000010
+2023-03-20 15:21:54,541 - INFO - [Train] step: 32999, loss_mpn: 0.040305, loss_rec: 0.083216, loss_semantic: 0.938000, loss_idmrf: 6.437469, loss_adv_gen: -180.484497, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:23:02,736 - INFO - [Eval] step: 32999, bce: 0.081599, psnr: 23.397329, ssim: 0.808444
+2023-03-20 15:23:39,495 - INFO - [Train] step: 33099, loss_adv_disc: 5.936258, lr_disc: 0.000010
+2023-03-20 15:23:39,696 - INFO - [Train] step: 33099, loss_mpn: 0.079417, loss_rec: 0.142379, loss_semantic: 1.183888, loss_idmrf: 7.168273, loss_adv_gen: -202.321198, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:24:10,347 - INFO - [Train] step: 33199, loss_adv_disc: 0.555356, lr_disc: 0.000010
+2023-03-20 15:24:10,543 - INFO - [Train] step: 33199, loss_mpn: 0.033773, loss_rec: 0.108295, loss_semantic: 0.945184, loss_idmrf: 6.023796, loss_adv_gen: -187.436096, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:24:40,751 - INFO - [Train] step: 33299, loss_adv_disc: 2.193419, lr_disc: 0.000010
+2023-03-20 15:24:40,956 - INFO - [Train] step: 33299, loss_mpn: 0.030089, loss_rec: 0.073242, loss_semantic: 0.898627, loss_idmrf: 4.491219, loss_adv_gen: -183.080933, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:25:10,879 - INFO - [Train] step: 33399, loss_adv_disc: 2.625110, lr_disc: 0.000010
+2023-03-20 15:25:11,082 - INFO - [Train] step: 33399, loss_mpn: 0.005618, loss_rec: 0.023278, loss_semantic: 0.443659, loss_idmrf: 1.802725, loss_adv_gen: -169.466309, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:25:40,894 - INFO - [Train] step: 33499, loss_adv_disc: -1.282901, lr_disc: 0.000010
+2023-03-20 15:25:41,096 - INFO - [Train] step: 33499, loss_mpn: 0.019497, loss_rec: 0.060650, loss_semantic: 0.691681, loss_idmrf: 3.006693, loss_adv_gen: -193.747681, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:26:11,304 - INFO - [Train] step: 33599, loss_adv_disc: 1.257404, lr_disc: 0.000010
+2023-03-20 15:26:11,500 - INFO - [Train] step: 33599, loss_mpn: 0.006377, loss_rec: 0.041836, loss_semantic: 0.555145, loss_idmrf: 1.583230, loss_adv_gen: -179.865952, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:26:41,911 - INFO - [Train] step: 33699, loss_adv_disc: 0.811525, lr_disc: 0.000010
+2023-03-20 15:26:42,110 - INFO - [Train] step: 33699, loss_mpn: 0.007878, loss_rec: 0.037387, loss_semantic: 0.639682, loss_idmrf: 3.147782, loss_adv_gen: -172.179565, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:27:12,332 - INFO - [Train] step: 33799, loss_adv_disc: -3.074732, lr_disc: 0.000010
+2023-03-20 15:27:12,535 - INFO - [Train] step: 33799, loss_mpn: 0.022739, loss_rec: 0.070604, loss_semantic: 0.828414, loss_idmrf: 2.810388, loss_adv_gen: -211.377563, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:27:42,770 - INFO - [Train] step: 33899, loss_adv_disc: 0.110750, lr_disc: 0.000010
+2023-03-20 15:27:42,972 - INFO - [Train] step: 33899, loss_mpn: 0.035340, loss_rec: 0.061864, loss_semantic: 0.762447, loss_idmrf: 5.399994, loss_adv_gen: -164.011566, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:28:13,022 - INFO - [Train] step: 33999, loss_adv_disc: -2.119835, lr_disc: 0.000010
+2023-03-20 15:28:13,219 - INFO - [Train] step: 33999, loss_mpn: 0.045763, loss_rec: 0.100539, loss_semantic: 0.920129, loss_idmrf: 4.888638, loss_adv_gen: -189.401169, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:29:23,002 - INFO - [Eval] step: 33999, bce: 0.082431, psnr: 23.293699, ssim: 0.805620
+2023-03-20 15:30:00,550 - INFO - [Train] step: 34099, loss_adv_disc: -3.524011, lr_disc: 0.000010
+2023-03-20 15:30:00,744 - INFO - [Train] step: 34099, loss_mpn: 0.045095, loss_rec: 0.101266, loss_semantic: 0.985755, loss_idmrf: 6.383709, loss_adv_gen: -196.615402, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:30:31,209 - INFO - [Train] step: 34199, loss_adv_disc: 1.499906, lr_disc: 0.000010
+2023-03-20 15:30:31,416 - INFO - [Train] step: 34199, loss_mpn: 0.044718, loss_rec: 0.092068, loss_semantic: 0.913589, loss_idmrf: 6.436555, loss_adv_gen: -201.502716, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:31:01,531 - INFO - [Train] step: 34299, loss_adv_disc: -0.201858, lr_disc: 0.000010
+2023-03-20 15:31:01,733 - INFO - [Train] step: 34299, loss_mpn: 0.006658, loss_rec: 0.031570, loss_semantic: 0.476233, loss_idmrf: 1.878563, loss_adv_gen: -162.975418, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:31:31,928 - INFO - [Train] step: 34399, loss_adv_disc: 2.149212, lr_disc: 0.000010
+2023-03-20 15:31:32,127 - INFO - [Train] step: 34399, loss_mpn: 0.015763, loss_rec: 0.036641, loss_semantic: 0.515624, loss_idmrf: 2.091424, loss_adv_gen: -183.309509, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:32:02,396 - INFO - [Train] step: 34499, loss_adv_disc: 3.943190, lr_disc: 0.000010
+2023-03-20 15:32:02,597 - INFO - [Train] step: 34499, loss_mpn: 0.043115, loss_rec: 0.067952, loss_semantic: 0.753150, loss_idmrf: 3.363683, loss_adv_gen: -203.996902, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:32:32,992 - INFO - [Train] step: 34599, loss_adv_disc: 3.275822, lr_disc: 0.000010
+2023-03-20 15:32:33,193 - INFO - [Train] step: 34599, loss_mpn: 0.007465, loss_rec: 0.039894, loss_semantic: 0.584101, loss_idmrf: 1.811415, loss_adv_gen: -196.824203, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:33:03,631 - INFO - [Train] step: 34699, loss_adv_disc: 0.830050, lr_disc: 0.000010
+2023-03-20 15:33:03,830 - INFO - [Train] step: 34699, loss_mpn: 0.023710, loss_rec: 0.068836, loss_semantic: 0.837461, loss_idmrf: 4.557971, loss_adv_gen: -153.586548, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:33:33,871 - INFO - [Train] step: 34799, loss_adv_disc: 4.267963, lr_disc: 0.000010
+2023-03-20 15:33:34,073 - INFO - [Train] step: 34799, loss_mpn: 0.066258, loss_rec: 0.084114, loss_semantic: 0.928586, loss_idmrf: 5.808820, loss_adv_gen: -191.137955, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:34:04,296 - INFO - [Train] step: 34899, loss_adv_disc: 3.655009, lr_disc: 0.000010
+2023-03-20 15:34:04,506 - INFO - [Train] step: 34899, loss_mpn: 0.029346, loss_rec: 0.095862, loss_semantic: 0.946615, loss_idmrf: 4.640307, loss_adv_gen: -215.864014, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:34:34,871 - INFO - [Train] step: 34999, loss_adv_disc: 0.533617, lr_disc: 0.000010
+2023-03-20 15:34:35,076 - INFO - [Train] step: 34999, loss_mpn: 0.035749, loss_rec: 0.087895, loss_semantic: 0.966259, loss_idmrf: 7.710935, loss_adv_gen: -169.560806, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:35:44,674 - INFO - [Eval] step: 34999, bce: 0.082124, psnr: 23.387568, ssim: 0.808902
+2023-03-20 15:36:21,490 - INFO - [Train] step: 35099, loss_adv_disc: -12.332050, lr_disc: 0.000010
+2023-03-20 15:36:21,689 - INFO - [Train] step: 35099, loss_mpn: 0.030708, loss_rec: 0.096142, loss_semantic: 0.873164, loss_idmrf: 4.900112, loss_adv_gen: -175.728363, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:36:51,543 - INFO - [Train] step: 35199, loss_adv_disc: -7.091991, lr_disc: 0.000010
+2023-03-20 15:36:51,744 - INFO - [Train] step: 35199, loss_mpn: 0.029848, loss_rec: 0.098851, loss_semantic: 0.972519, loss_idmrf: 6.582447, loss_adv_gen: -179.119873, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:37:21,712 - INFO - [Train] step: 35299, loss_adv_disc: -0.861398, lr_disc: 0.000010
+2023-03-20 15:37:21,918 - INFO - [Train] step: 35299, loss_mpn: 0.043278, loss_rec: 0.100717, loss_semantic: 1.034778, loss_idmrf: 7.089839, loss_adv_gen: -173.442444, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:37:51,712 - INFO - [Train] step: 35399, loss_adv_disc: -13.315199, lr_disc: 0.000010
+2023-03-20 15:37:51,908 - INFO - [Train] step: 35399, loss_mpn: 0.047221, loss_rec: 0.111512, loss_semantic: 0.953852, loss_idmrf: 5.256886, loss_adv_gen: -179.818039, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:38:22,060 - INFO - [Train] step: 35499, loss_adv_disc: -5.542883, lr_disc: 0.000010
+2023-03-20 15:38:22,263 - INFO - [Train] step: 35499, loss_mpn: 0.023518, loss_rec: 0.068253, loss_semantic: 0.769333, loss_idmrf: 3.742922, loss_adv_gen: -169.067627, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:38:52,449 - INFO - [Train] step: 35599, loss_adv_disc: 1.489913, lr_disc: 0.000010
+2023-03-20 15:38:52,652 - INFO - [Train] step: 35599, loss_mpn: 0.023794, loss_rec: 0.043957, loss_semantic: 0.594350, loss_idmrf: 3.060266, loss_adv_gen: -148.419067, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:39:22,706 - INFO - [Train] step: 35699, loss_adv_disc: 4.178200, lr_disc: 0.000010
+2023-03-20 15:39:22,909 - INFO - [Train] step: 35699, loss_mpn: 0.031618, loss_rec: 0.057906, loss_semantic: 0.795735, loss_idmrf: 4.187046, loss_adv_gen: -201.713654, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:39:53,003 - INFO - [Train] step: 35799, loss_adv_disc: -5.388798, lr_disc: 0.000010
+2023-03-20 15:39:53,203 - INFO - [Train] step: 35799, loss_mpn: 0.037319, loss_rec: 0.099609, loss_semantic: 0.902940, loss_idmrf: 6.033987, loss_adv_gen: -202.075470, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:40:23,568 - INFO - [Train] step: 35899, loss_adv_disc: -3.159930, lr_disc: 0.000010
+2023-03-20 15:40:23,771 - INFO - [Train] step: 35899, loss_mpn: 0.012111, loss_rec: 0.049911, loss_semantic: 0.683240, loss_idmrf: 2.177295, loss_adv_gen: -197.945526, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:40:53,946 - INFO - [Train] step: 35999, loss_adv_disc: -6.740708, lr_disc: 0.000010
+2023-03-20 15:40:54,155 - INFO - [Train] step: 35999, loss_mpn: 0.042432, loss_rec: 0.121502, loss_semantic: 1.091217, loss_idmrf: 7.189346, loss_adv_gen: -198.561035, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:42:06,296 - INFO - [Eval] step: 35999, bce: 0.080831, psnr: 23.440857, ssim: 0.811566
+2023-03-20 15:42:41,681 - INFO - [Train] step: 36099, loss_adv_disc: -0.674325, lr_disc: 0.000010
+2023-03-20 15:42:41,883 - INFO - [Train] step: 36099, loss_mpn: 0.044767, loss_rec: 0.072756, loss_semantic: 0.761555, loss_idmrf: 4.350939, loss_adv_gen: -187.079498, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:43:11,698 - INFO - [Train] step: 36199, loss_adv_disc: -8.814892, lr_disc: 0.000010
+2023-03-20 15:43:11,901 - INFO - [Train] step: 36199, loss_mpn: 0.040363, loss_rec: 0.082997, loss_semantic: 0.945279, loss_idmrf: 4.818881, loss_adv_gen: -187.000961, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:43:42,243 - INFO - [Train] step: 36299, loss_adv_disc: -27.252335, lr_disc: 0.000010
+2023-03-20 15:43:42,449 - INFO - [Train] step: 36299, loss_mpn: 0.059550, loss_rec: 0.135265, loss_semantic: 1.056253, loss_idmrf: 5.183909, loss_adv_gen: -178.923401, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:44:12,523 - INFO - [Train] step: 36399, loss_adv_disc: 0.760305, lr_disc: 0.000010
+2023-03-20 15:44:12,728 - INFO - [Train] step: 36399, loss_mpn: 0.014158, loss_rec: 0.060412, loss_semantic: 0.749372, loss_idmrf: 2.539910, loss_adv_gen: -191.093475, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:44:42,609 - INFO - [Train] step: 36499, loss_adv_disc: -6.237343, lr_disc: 0.000010
+2023-03-20 15:44:42,813 - INFO - [Train] step: 36499, loss_mpn: 0.083026, loss_rec: 0.179001, loss_semantic: 1.292923, loss_idmrf: 8.652822, loss_adv_gen: -182.196121, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:45:12,969 - INFO - [Train] step: 36599, loss_adv_disc: -0.835579, lr_disc: 0.000010
+2023-03-20 15:45:13,169 - INFO - [Train] step: 36599, loss_mpn: 0.049039, loss_rec: 0.065889, loss_semantic: 0.799105, loss_idmrf: 2.687574, loss_adv_gen: -194.615540, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:45:43,301 - INFO - [Train] step: 36699, loss_adv_disc: -2.683288, lr_disc: 0.000010
+2023-03-20 15:45:43,511 - INFO - [Train] step: 36699, loss_mpn: 0.033597, loss_rec: 0.074350, loss_semantic: 0.918287, loss_idmrf: 5.928630, loss_adv_gen: -193.470276, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:46:13,989 - INFO - [Train] step: 36799, loss_adv_disc: -3.825478, lr_disc: 0.000010
+2023-03-20 15:46:14,198 - INFO - [Train] step: 36799, loss_mpn: 0.037673, loss_rec: 0.075860, loss_semantic: 0.916751, loss_idmrf: 6.641165, loss_adv_gen: -175.838867, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:46:44,603 - INFO - [Train] step: 36899, loss_adv_disc: 1.926564, lr_disc: 0.000010
+2023-03-20 15:46:44,799 - INFO - [Train] step: 36899, loss_mpn: 0.021151, loss_rec: 0.072237, loss_semantic: 0.750981, loss_idmrf: 2.649743, loss_adv_gen: -199.934692, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:47:14,903 - INFO - [Train] step: 36999, loss_adv_disc: -3.460017, lr_disc: 0.000010
+2023-03-20 15:47:15,109 - INFO - [Train] step: 36999, loss_mpn: 0.049189, loss_rec: 0.080245, loss_semantic: 0.910233, loss_idmrf: 8.720623, loss_adv_gen: -162.963928, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:48:28,639 - INFO - [Eval] step: 36999, bce: 0.080509, psnr: 23.394051, ssim: 0.808651
+2023-03-20 15:49:04,349 - INFO - [Train] step: 37099, loss_adv_disc: -0.694320, lr_disc: 0.000010
+2023-03-20 15:49:04,545 - INFO - [Train] step: 37099, loss_mpn: 0.043422, loss_rec: 0.052582, loss_semantic: 0.735329, loss_idmrf: 3.087498, loss_adv_gen: -144.918274, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:49:34,457 - INFO - [Train] step: 37199, loss_adv_disc: 0.122421, lr_disc: 0.000010
+2023-03-20 15:49:34,657 - INFO - [Train] step: 37199, loss_mpn: 0.045144, loss_rec: 0.107571, loss_semantic: 0.961270, loss_idmrf: 4.919845, loss_adv_gen: -234.603119, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:50:04,770 - INFO - [Train] step: 37299, loss_adv_disc: 3.419588, lr_disc: 0.000010
+2023-03-20 15:50:04,966 - INFO - [Train] step: 37299, loss_mpn: 0.024305, loss_rec: 0.056963, loss_semantic: 0.745303, loss_idmrf: 3.565001, loss_adv_gen: -205.512512, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:50:35,153 - INFO - [Train] step: 37399, loss_adv_disc: -6.578928, lr_disc: 0.000010
+2023-03-20 15:50:35,358 - INFO - [Train] step: 37399, loss_mpn: 0.036550, loss_rec: 0.083535, loss_semantic: 0.909073, loss_idmrf: 5.816257, loss_adv_gen: -153.392914, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:51:05,693 - INFO - [Train] step: 37499, loss_adv_disc: 0.510480, lr_disc: 0.000010
+2023-03-20 15:51:05,897 - INFO - [Train] step: 37499, loss_mpn: 0.006253, loss_rec: 0.046254, loss_semantic: 0.661079, loss_idmrf: 2.299768, loss_adv_gen: -196.528290, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:51:35,846 - INFO - [Train] step: 37599, loss_adv_disc: 2.295360, lr_disc: 0.000010
+2023-03-20 15:51:36,048 - INFO - [Train] step: 37599, loss_mpn: 0.043590, loss_rec: 0.092342, loss_semantic: 0.991271, loss_idmrf: 5.714358, loss_adv_gen: -179.309235, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:52:06,100 - INFO - [Train] step: 37699, loss_adv_disc: -0.613749, lr_disc: 0.000010
+2023-03-20 15:52:06,308 - INFO - [Train] step: 37699, loss_mpn: 0.050208, loss_rec: 0.080606, loss_semantic: 0.866737, loss_idmrf: 6.180957, loss_adv_gen: -196.172272, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:52:36,615 - INFO - [Train] step: 37799, loss_adv_disc: 0.410064, lr_disc: 0.000010
+2023-03-20 15:52:36,820 - INFO - [Train] step: 37799, loss_mpn: 0.029611, loss_rec: 0.049882, loss_semantic: 0.711836, loss_idmrf: 5.670465, loss_adv_gen: -150.132050, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:53:06,993 - INFO - [Train] step: 37899, loss_adv_disc: 1.128501, lr_disc: 0.000010
+2023-03-20 15:53:07,199 - INFO - [Train] step: 37899, loss_mpn: 0.059599, loss_rec: 0.120693, loss_semantic: 1.163669, loss_idmrf: 7.155059, loss_adv_gen: -204.601715, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:53:38,211 - INFO - [Train] step: 37999, loss_adv_disc: 1.975708, lr_disc: 0.000010
+2023-03-20 15:53:38,420 - INFO - [Train] step: 37999, loss_mpn: 0.013263, loss_rec: 0.030321, loss_semantic: 0.479942, loss_idmrf: 2.852124, loss_adv_gen: -173.911804, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:54:51,238 - INFO - [Eval] step: 37999, bce: 0.080895, psnr: 23.373215, ssim: 0.808851
+2023-03-20 15:55:27,261 - INFO - [Train] step: 38099, loss_adv_disc: -10.058844, lr_disc: 0.000010
+2023-03-20 15:55:27,460 - INFO - [Train] step: 38099, loss_mpn: 0.037321, loss_rec: 0.100801, loss_semantic: 0.966886, loss_idmrf: 6.063800, loss_adv_gen: -184.485764, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:55:57,599 - INFO - [Train] step: 38199, loss_adv_disc: -2.841246, lr_disc: 0.000010
+2023-03-20 15:55:57,801 - INFO - [Train] step: 38199, loss_mpn: 0.030867, loss_rec: 0.062917, loss_semantic: 0.650497, loss_idmrf: 3.292227, loss_adv_gen: -196.171753, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:56:27,802 - INFO - [Train] step: 38299, loss_adv_disc: 1.392480, lr_disc: 0.000010
+2023-03-20 15:56:28,004 - INFO - [Train] step: 38299, loss_mpn: 0.016336, loss_rec: 0.055915, loss_semantic: 0.735031, loss_idmrf: 4.373902, loss_adv_gen: -202.228424, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:56:58,094 - INFO - [Train] step: 38399, loss_adv_disc: 3.106755, lr_disc: 0.000010
+2023-03-20 15:56:58,301 - INFO - [Train] step: 38399, loss_mpn: 0.013564, loss_rec: 0.061073, loss_semantic: 0.745632, loss_idmrf: 3.058632, loss_adv_gen: -197.080780, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:57:28,533 - INFO - [Train] step: 38499, loss_adv_disc: -4.064595, lr_disc: 0.000010
+2023-03-20 15:57:28,735 - INFO - [Train] step: 38499, loss_mpn: 0.015971, loss_rec: 0.058592, loss_semantic: 0.764605, loss_idmrf: 4.618155, loss_adv_gen: -190.897888, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:57:59,089 - INFO - [Train] step: 38599, loss_adv_disc: -1.612880, lr_disc: 0.000010
+2023-03-20 15:57:59,294 - INFO - [Train] step: 38599, loss_mpn: 0.025113, loss_rec: 0.064745, loss_semantic: 0.928781, loss_idmrf: 4.656566, loss_adv_gen: -183.724197, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:58:29,337 - INFO - [Train] step: 38699, loss_adv_disc: -7.095782, lr_disc: 0.000010
+2023-03-20 15:58:29,542 - INFO - [Train] step: 38699, loss_mpn: 0.036961, loss_rec: 0.120482, loss_semantic: 1.105047, loss_idmrf: 6.574647, loss_adv_gen: -217.485214, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:58:59,998 - INFO - [Train] step: 38799, loss_adv_disc: 2.518689, lr_disc: 0.000010
+2023-03-20 15:59:00,211 - INFO - [Train] step: 38799, loss_mpn: 0.016196, loss_rec: 0.064909, loss_semantic: 0.694991, loss_idmrf: 2.095048, loss_adv_gen: -189.798264, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:59:30,869 - INFO - [Train] step: 38899, loss_adv_disc: -2.290114, lr_disc: 0.000010
+2023-03-20 15:59:31,079 - INFO - [Train] step: 38899, loss_mpn: 0.021929, loss_rec: 0.060408, loss_semantic: 0.819529, loss_idmrf: 3.807728, loss_adv_gen: -187.770920, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:00:01,690 - INFO - [Train] step: 38999, loss_adv_disc: 1.704051, lr_disc: 0.000010
+2023-03-20 16:00:01,894 - INFO - [Train] step: 38999, loss_mpn: 0.018054, loss_rec: 0.056435, loss_semantic: 0.737078, loss_idmrf: 3.676565, loss_adv_gen: -182.526917, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:01:11,930 - INFO - [Eval] step: 38999, bce: 0.080068, psnr: 23.359764, ssim: 0.809012
+2023-03-20 16:01:48,229 - INFO - [Train] step: 39099, loss_adv_disc: -0.008231, lr_disc: 0.000010
+2023-03-20 16:01:48,427 - INFO - [Train] step: 39099, loss_mpn: 0.020495, loss_rec: 0.056836, loss_semantic: 0.754990, loss_idmrf: 3.370817, loss_adv_gen: -196.484009, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:02:18,595 - INFO - [Train] step: 39199, loss_adv_disc: -1.392787, lr_disc: 0.000010
+2023-03-20 16:02:18,802 - INFO - [Train] step: 39199, loss_mpn: 0.040067, loss_rec: 0.079172, loss_semantic: 0.999988, loss_idmrf: 5.917418, loss_adv_gen: -178.186340, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:02:48,913 - INFO - [Train] step: 39299, loss_adv_disc: -4.966387, lr_disc: 0.000010
+2023-03-20 16:02:49,118 - INFO - [Train] step: 39299, loss_mpn: 0.037296, loss_rec: 0.061333, loss_semantic: 0.760002, loss_idmrf: 5.919577, loss_adv_gen: -157.971512, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:03:19,629 - INFO - [Train] step: 39399, loss_adv_disc: -2.053658, lr_disc: 0.000010
+2023-03-20 16:03:19,835 - INFO - [Train] step: 39399, loss_mpn: 0.029021, loss_rec: 0.091185, loss_semantic: 0.862260, loss_idmrf: 4.497128, loss_adv_gen: -198.696045, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:03:50,044 - INFO - [Train] step: 39499, loss_adv_disc: -1.595159, lr_disc: 0.000010
+2023-03-20 16:03:50,248 - INFO - [Train] step: 39499, loss_mpn: 0.060424, loss_rec: 0.082709, loss_semantic: 0.896749, loss_idmrf: 6.248940, loss_adv_gen: -170.410919, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:04:20,693 - INFO - [Train] step: 39599, loss_adv_disc: -14.058830, lr_disc: 0.000010
+2023-03-20 16:04:20,901 - INFO - [Train] step: 39599, loss_mpn: 0.080149, loss_rec: 0.150003, loss_semantic: 1.226582, loss_idmrf: 9.102921, loss_adv_gen: -181.012802, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:04:51,259 - INFO - [Train] step: 39699, loss_adv_disc: -10.322076, lr_disc: 0.000010
+2023-03-20 16:04:51,463 - INFO - [Train] step: 39699, loss_mpn: 0.072894, loss_rec: 0.116660, loss_semantic: 1.087086, loss_idmrf: 7.211470, loss_adv_gen: -186.868286, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:05:22,107 - INFO - [Train] step: 39799, loss_adv_disc: -3.732316, lr_disc: 0.000010
+2023-03-20 16:05:22,313 - INFO - [Train] step: 39799, loss_mpn: 0.028689, loss_rec: 0.078380, loss_semantic: 0.876472, loss_idmrf: 4.889602, loss_adv_gen: -183.421448, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:05:53,324 - INFO - [Train] step: 39899, loss_adv_disc: -3.889891, lr_disc: 0.000010
+2023-03-20 16:05:53,527 - INFO - [Train] step: 39899, loss_mpn: 0.027630, loss_rec: 0.065822, loss_semantic: 0.874713, loss_idmrf: 4.846458, loss_adv_gen: -189.991119, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:06:23,793 - INFO - [Train] step: 39999, loss_adv_disc: 0.088637, lr_disc: 0.000010
+2023-03-20 16:06:24,001 - INFO - [Train] step: 39999, loss_mpn: 0.051828, loss_rec: 0.057206, loss_semantic: 0.601672, loss_idmrf: 3.070129, loss_adv_gen: -168.309906, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:07:33,305 - INFO - [Eval] step: 39999, bce: 0.081438, psnr: 23.353313, ssim: 0.808589
+2023-03-20 16:08:09,562 - INFO - [Train] step: 40099, loss_adv_disc: 6.948675, lr_disc: 0.000010
+2023-03-20 16:08:09,764 - INFO - [Train] step: 40099, loss_mpn: 0.066079, loss_rec: 0.098744, loss_semantic: 0.876293, loss_idmrf: 4.322846, loss_adv_gen: -169.675766, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:08:39,714 - INFO - [Train] step: 40199, loss_adv_disc: -0.042013, lr_disc: 0.000010
+2023-03-20 16:08:39,923 - INFO - [Train] step: 40199, loss_mpn: 0.055603, loss_rec: 0.092827, loss_semantic: 1.055630, loss_idmrf: 9.721610, loss_adv_gen: -174.551666, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:09:10,348 - INFO - [Train] step: 40299, loss_adv_disc: 1.089361, lr_disc: 0.000010
+2023-03-20 16:09:10,551 - INFO - [Train] step: 40299, loss_mpn: 0.016292, loss_rec: 0.041456, loss_semantic: 0.722502, loss_idmrf: 2.665163, loss_adv_gen: -171.991913, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:09:40,902 - INFO - [Train] step: 40399, loss_adv_disc: -7.117106, lr_disc: 0.000010
+2023-03-20 16:09:41,103 - INFO - [Train] step: 40399, loss_mpn: 0.026187, loss_rec: 0.076162, loss_semantic: 0.797744, loss_idmrf: 3.945856, loss_adv_gen: -193.882263, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:10:11,285 - INFO - [Train] step: 40499, loss_adv_disc: -8.764474, lr_disc: 0.000010
+2023-03-20 16:10:11,489 - INFO - [Train] step: 40499, loss_mpn: 0.062998, loss_rec: 0.113524, loss_semantic: 1.074124, loss_idmrf: 8.974094, loss_adv_gen: -163.912720, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:10:41,634 - INFO - [Train] step: 40599, loss_adv_disc: -2.388533, lr_disc: 0.000010
+2023-03-20 16:10:41,841 - INFO - [Train] step: 40599, loss_mpn: 0.041515, loss_rec: 0.090830, loss_semantic: 0.869452, loss_idmrf: 4.538672, loss_adv_gen: -188.956039, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:11:12,562 - INFO - [Train] step: 40699, loss_adv_disc: -0.117221, lr_disc: 0.000010
+2023-03-20 16:11:12,767 - INFO - [Train] step: 40699, loss_mpn: 0.016401, loss_rec: 0.057184, loss_semantic: 0.667207, loss_idmrf: 2.580920, loss_adv_gen: -172.342102, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:11:43,625 - INFO - [Train] step: 40799, loss_adv_disc: 2.169767, lr_disc: 0.000010
+2023-03-20 16:11:43,961 - INFO - [Train] step: 40799, loss_mpn: 0.011544, loss_rec: 0.040046, loss_semantic: 0.581282, loss_idmrf: 2.619156, loss_adv_gen: -169.185272, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:12:14,469 - INFO - [Train] step: 40899, loss_adv_disc: -11.947731, lr_disc: 0.000010
+2023-03-20 16:12:14,676 - INFO - [Train] step: 40899, loss_mpn: 0.026566, loss_rec: 0.091989, loss_semantic: 1.145860, loss_idmrf: 5.816401, loss_adv_gen: -136.153992, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:12:44,960 - INFO - [Train] step: 40999, loss_adv_disc: -3.985790, lr_disc: 0.000010
+2023-03-20 16:12:45,164 - INFO - [Train] step: 40999, loss_mpn: 0.046003, loss_rec: 0.105949, loss_semantic: 1.055866, loss_idmrf: 8.393650, loss_adv_gen: -180.338120, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:13:55,394 - INFO - [Eval] step: 40999, bce: 0.081952, psnr: 23.358551, ssim: 0.808554
+2023-03-20 16:14:31,644 - INFO - [Train] step: 41099, loss_adv_disc: -7.388961, lr_disc: 0.000010
+2023-03-20 16:14:31,850 - INFO - [Train] step: 41099, loss_mpn: 0.051159, loss_rec: 0.086563, loss_semantic: 0.906990, loss_idmrf: 5.213986, loss_adv_gen: -195.946945, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:15:01,918 - INFO - [Train] step: 41199, loss_adv_disc: -5.940549, lr_disc: 0.000010
+2023-03-20 16:15:02,125 - INFO - [Train] step: 41199, loss_mpn: 0.036115, loss_rec: 0.070956, loss_semantic: 0.755063, loss_idmrf: 3.400582, loss_adv_gen: -221.712784, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:15:32,640 - INFO - [Train] step: 41299, loss_adv_disc: 4.833216, lr_disc: 0.000010
+2023-03-20 16:15:32,847 - INFO - [Train] step: 41299, loss_mpn: 0.097313, loss_rec: 0.151452, loss_semantic: 1.270303, loss_idmrf: 8.656143, loss_adv_gen: -199.432190, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:16:03,102 - INFO - [Train] step: 41399, loss_adv_disc: 1.370809, lr_disc: 0.000010
+2023-03-20 16:16:03,310 - INFO - [Train] step: 41399, loss_mpn: 0.036033, loss_rec: 0.087195, loss_semantic: 0.936279, loss_idmrf: 6.863919, loss_adv_gen: -176.900818, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:16:33,714 - INFO - [Train] step: 41499, loss_adv_disc: -8.353441, lr_disc: 0.000010
+2023-03-20 16:16:33,919 - INFO - [Train] step: 41499, loss_mpn: 0.069436, loss_rec: 0.135812, loss_semantic: 1.193452, loss_idmrf: 7.808539, loss_adv_gen: -206.153244, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:17:04,353 - INFO - [Train] step: 41599, loss_adv_disc: 1.079208, lr_disc: 0.000010
+2023-03-20 16:17:04,573 - INFO - [Train] step: 41599, loss_mpn: 0.007994, loss_rec: 0.028918, loss_semantic: 0.522970, loss_idmrf: 2.922846, loss_adv_gen: -170.062668, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:17:35,527 - INFO - [Train] step: 41699, loss_adv_disc: 0.317508, lr_disc: 0.000010
+2023-03-20 16:17:35,734 - INFO - [Train] step: 41699, loss_mpn: 0.047760, loss_rec: 0.122379, loss_semantic: 0.844274, loss_idmrf: 6.207875, loss_adv_gen: -166.639191, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:18:06,294 - INFO - [Train] step: 41799, loss_adv_disc: -1.642792, lr_disc: 0.000010
+2023-03-20 16:18:06,499 - INFO - [Train] step: 41799, loss_mpn: 0.023269, loss_rec: 0.072724, loss_semantic: 0.684855, loss_idmrf: 2.989105, loss_adv_gen: -180.644257, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:18:37,141 - INFO - [Train] step: 41899, loss_adv_disc: -5.267318, lr_disc: 0.000010
+2023-03-20 16:18:37,344 - INFO - [Train] step: 41899, loss_mpn: 0.045805, loss_rec: 0.076452, loss_semantic: 0.838646, loss_idmrf: 7.598435, loss_adv_gen: -163.836105, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:19:07,608 - INFO - [Train] step: 41999, loss_adv_disc: -0.897488, lr_disc: 0.000010
+2023-03-20 16:19:07,804 - INFO - [Train] step: 41999, loss_mpn: 0.027363, loss_rec: 0.093027, loss_semantic: 0.823908, loss_idmrf: 4.622122, loss_adv_gen: -193.594208, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:20:17,867 - INFO - [Eval] step: 41999, bce: 0.081889, psnr: 23.490963, ssim: 0.812281
+2023-03-20 16:20:53,901 - INFO - [Train] step: 42099, loss_adv_disc: 2.132019, lr_disc: 0.000010
+2023-03-20 16:20:54,113 - INFO - [Train] step: 42099, loss_mpn: 0.016786, loss_rec: 0.054059, loss_semantic: 0.700278, loss_idmrf: 3.464563, loss_adv_gen: -181.772369, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:21:24,197 - INFO - [Train] step: 42199, loss_adv_disc: -1.538729, lr_disc: 0.000010
+2023-03-20 16:21:24,399 - INFO - [Train] step: 42199, loss_mpn: 0.028305, loss_rec: 0.059274, loss_semantic: 0.759091, loss_idmrf: 4.802171, loss_adv_gen: -184.504654, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:21:54,672 - INFO - [Train] step: 42299, loss_adv_disc: -2.049216, lr_disc: 0.000010
+2023-03-20 16:21:54,875 - INFO - [Train] step: 42299, loss_mpn: 0.013667, loss_rec: 0.060205, loss_semantic: 0.716629, loss_idmrf: 3.363255, loss_adv_gen: -189.408371, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:22:25,721 - INFO - [Train] step: 42399, loss_adv_disc: -2.657355, lr_disc: 0.000010
+2023-03-20 16:22:25,926 - INFO - [Train] step: 42399, loss_mpn: 0.024821, loss_rec: 0.069355, loss_semantic: 0.829041, loss_idmrf: 3.139182, loss_adv_gen: -184.412048, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:22:56,608 - INFO - [Train] step: 42499, loss_adv_disc: -1.978616, lr_disc: 0.000010
+2023-03-20 16:22:56,814 - INFO - [Train] step: 42499, loss_mpn: 0.030922, loss_rec: 0.076990, loss_semantic: 0.849481, loss_idmrf: 3.952677, loss_adv_gen: -195.766418, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:23:27,747 - INFO - [Train] step: 42599, loss_adv_disc: 2.944324, lr_disc: 0.000010
+2023-03-20 16:23:27,958 - INFO - [Train] step: 42599, loss_mpn: 0.003042, loss_rec: 0.025020, loss_semantic: 0.424463, loss_idmrf: 0.980333, loss_adv_gen: -183.087830, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:23:58,590 - INFO - [Train] step: 42699, loss_adv_disc: -10.016756, lr_disc: 0.000010
+2023-03-20 16:23:58,792 - INFO - [Train] step: 42699, loss_mpn: 0.059729, loss_rec: 0.124654, loss_semantic: 1.149483, loss_idmrf: 8.082828, loss_adv_gen: -193.457245, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:24:28,776 - INFO - [Train] step: 42799, loss_adv_disc: -6.059225, lr_disc: 0.000010
+2023-03-20 16:24:28,982 - INFO - [Train] step: 42799, loss_mpn: 0.037402, loss_rec: 0.069473, loss_semantic: 0.793006, loss_idmrf: 5.073290, loss_adv_gen: -191.042999, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:24:59,190 - INFO - [Train] step: 42899, loss_adv_disc: 0.025661, lr_disc: 0.000010
+2023-03-20 16:24:59,393 - INFO - [Train] step: 42899, loss_mpn: 0.015857, loss_rec: 0.050895, loss_semantic: 0.673306, loss_idmrf: 2.934716, loss_adv_gen: -213.338135, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:25:29,642 - INFO - [Train] step: 42999, loss_adv_disc: -7.516787, lr_disc: 0.000010
+2023-03-20 16:25:29,845 - INFO - [Train] step: 42999, loss_mpn: 0.043167, loss_rec: 0.077952, loss_semantic: 0.818295, loss_idmrf: 5.103538, loss_adv_gen: -192.319778, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:26:40,752 - INFO - [Eval] step: 42999, bce: 0.084471, psnr: 23.345997, ssim: 0.807052
+2023-03-20 16:27:16,757 - INFO - [Train] step: 43099, loss_adv_disc: -0.642313, lr_disc: 0.000010
+2023-03-20 16:27:16,962 - INFO - [Train] step: 43099, loss_mpn: 0.008129, loss_rec: 0.043289, loss_semantic: 0.560956, loss_idmrf: 2.427517, loss_adv_gen: -185.780273, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:27:46,901 - INFO - [Train] step: 43199, loss_adv_disc: -3.876386, lr_disc: 0.000010
+2023-03-20 16:27:47,104 - INFO - [Train] step: 43199, loss_mpn: 0.016225, loss_rec: 0.051782, loss_semantic: 0.617334, loss_idmrf: 2.605537, loss_adv_gen: -178.321182, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:28:17,301 - INFO - [Train] step: 43299, loss_adv_disc: -7.944153, lr_disc: 0.000010
+2023-03-20 16:28:17,508 - INFO - [Train] step: 43299, loss_mpn: 0.041818, loss_rec: 0.089773, loss_semantic: 1.055731, loss_idmrf: 8.264193, loss_adv_gen: -169.788757, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:28:47,887 - INFO - [Train] step: 43399, loss_adv_disc: 3.768244, lr_disc: 0.000010
+2023-03-20 16:28:48,093 - INFO - [Train] step: 43399, loss_mpn: 0.011596, loss_rec: 0.034091, loss_semantic: 0.492091, loss_idmrf: 1.901290, loss_adv_gen: -226.677460, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:29:18,836 - INFO - [Train] step: 43499, loss_adv_disc: -1.019466, lr_disc: 0.000010
+2023-03-20 16:29:19,040 - INFO - [Train] step: 43499, loss_mpn: 0.011740, loss_rec: 0.045704, loss_semantic: 0.578611, loss_idmrf: 1.770031, loss_adv_gen: -200.422318, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:29:49,886 - INFO - [Train] step: 43599, loss_adv_disc: -11.784706, lr_disc: 0.000010
+2023-03-20 16:29:50,091 - INFO - [Train] step: 43599, loss_mpn: 0.042629, loss_rec: 0.083572, loss_semantic: 0.948820, loss_idmrf: 6.326735, loss_adv_gen: -166.794052, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:30:20,233 - INFO - [Train] step: 43699, loss_adv_disc: 0.696708, lr_disc: 0.000010
+2023-03-20 16:30:20,439 - INFO - [Train] step: 43699, loss_mpn: 0.017231, loss_rec: 0.060590, loss_semantic: 0.788532, loss_idmrf: 3.325547, loss_adv_gen: -189.434952, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:30:50,461 - INFO - [Train] step: 43799, loss_adv_disc: -0.608145, lr_disc: 0.000010
+2023-03-20 16:30:50,662 - INFO - [Train] step: 43799, loss_mpn: 0.017718, loss_rec: 0.070749, loss_semantic: 0.812290, loss_idmrf: 3.934026, loss_adv_gen: -173.984192, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:31:20,752 - INFO - [Train] step: 43899, loss_adv_disc: -6.010180, lr_disc: 0.000010
+2023-03-20 16:31:20,954 - INFO - [Train] step: 43899, loss_mpn: 0.083488, loss_rec: 0.151975, loss_semantic: 1.048766, loss_idmrf: 7.366099, loss_adv_gen: -200.308594, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:31:50,995 - INFO - [Train] step: 43999, loss_adv_disc: -9.908060, lr_disc: 0.000010
+2023-03-20 16:31:51,199 - INFO - [Train] step: 43999, loss_mpn: 0.041575, loss_rec: 0.088600, loss_semantic: 0.903190, loss_idmrf: 7.474632, loss_adv_gen: -160.978302, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:33:00,380 - INFO - [Eval] step: 43999, bce: 0.083425, psnr: 23.339386, ssim: 0.807674
+2023-03-20 16:33:36,338 - INFO - [Train] step: 44099, loss_adv_disc: -0.086006, lr_disc: 0.000010
+2023-03-20 16:33:36,541 - INFO - [Train] step: 44099, loss_mpn: 0.005931, loss_rec: 0.030419, loss_semantic: 0.498980, loss_idmrf: 1.996548, loss_adv_gen: -167.529449, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:34:06,646 - INFO - [Train] step: 44199, loss_adv_disc: -7.415222, lr_disc: 0.000010
+2023-03-20 16:34:06,849 - INFO - [Train] step: 44199, loss_mpn: 0.038174, loss_rec: 0.102779, loss_semantic: 0.979847, loss_idmrf: 5.682759, loss_adv_gen: -174.362976, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:34:37,199 - INFO - [Train] step: 44299, loss_adv_disc: -1.638414, lr_disc: 0.000010
+2023-03-20 16:34:37,399 - INFO - [Train] step: 44299, loss_mpn: 0.040339, loss_rec: 0.095320, loss_semantic: 0.942476, loss_idmrf: 5.457961, loss_adv_gen: -172.669205, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:35:08,023 - INFO - [Train] step: 44399, loss_adv_disc: -0.862780, lr_disc: 0.000010
+2023-03-20 16:35:08,229 - INFO - [Train] step: 44399, loss_mpn: 0.026099, loss_rec: 0.075142, loss_semantic: 0.891357, loss_idmrf: 5.554163, loss_adv_gen: -193.097595, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:35:39,131 - INFO - [Train] step: 44499, loss_adv_disc: -6.480671, lr_disc: 0.000010
+2023-03-20 16:35:39,338 - INFO - [Train] step: 44499, loss_mpn: 0.040598, loss_rec: 0.124460, loss_semantic: 0.966152, loss_idmrf: 7.006271, loss_adv_gen: -162.200592, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:36:09,789 - INFO - [Train] step: 44599, loss_adv_disc: 7.512383, lr_disc: 0.000010
+2023-03-20 16:36:09,996 - INFO - [Train] step: 44599, loss_mpn: 0.011660, loss_rec: 0.051770, loss_semantic: 0.639942, loss_idmrf: 1.744018, loss_adv_gen: -203.589905, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:36:40,680 - INFO - [Train] step: 44699, loss_adv_disc: 0.164877, lr_disc: 0.000010
+2023-03-20 16:36:40,882 - INFO - [Train] step: 44699, loss_mpn: 0.042121, loss_rec: 0.072712, loss_semantic: 0.824868, loss_idmrf: 4.402067, loss_adv_gen: -202.789429, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:37:11,394 - INFO - [Train] step: 44799, loss_adv_disc: -3.262850, lr_disc: 0.000010
+2023-03-20 16:37:11,597 - INFO - [Train] step: 44799, loss_mpn: 0.012607, loss_rec: 0.066181, loss_semantic: 0.811835, loss_idmrf: 2.337852, loss_adv_gen: -203.500626, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:37:42,077 - INFO - [Train] step: 44899, loss_adv_disc: 0.180076, lr_disc: 0.000010
+2023-03-20 16:37:42,278 - INFO - [Train] step: 44899, loss_mpn: 0.013005, loss_rec: 0.038844, loss_semantic: 0.585393, loss_idmrf: 3.245425, loss_adv_gen: -160.578979, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:38:12,608 - INFO - [Train] step: 44999, loss_adv_disc: -7.931658, lr_disc: 0.000010
+2023-03-20 16:38:12,809 - INFO - [Train] step: 44999, loss_mpn: 0.043578, loss_rec: 0.087247, loss_semantic: 0.919929, loss_idmrf: 6.733651, loss_adv_gen: -175.646973, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:39:23,881 - INFO - [Eval] step: 44999, bce: 0.084197, psnr: 23.251617, ssim: 0.809223
+2023-03-20 16:40:00,417 - INFO - [Train] step: 45099, loss_adv_disc: 3.717772, lr_disc: 0.000010
+2023-03-20 16:40:00,617 - INFO - [Train] step: 45099, loss_mpn: 0.002787, loss_rec: 0.027054, loss_semantic: 0.456484, loss_idmrf: 1.006692, loss_adv_gen: -178.949631, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:40:30,442 - INFO - [Train] step: 45199, loss_adv_disc: 0.960232, lr_disc: 0.000010
+2023-03-20 16:40:30,644 - INFO - [Train] step: 45199, loss_mpn: 0.010740, loss_rec: 0.052561, loss_semantic: 0.775047, loss_idmrf: 3.525252, loss_adv_gen: -202.402405, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:41:01,005 - INFO - [Train] step: 45299, loss_adv_disc: -9.265879, lr_disc: 0.000010
+2023-03-20 16:41:01,207 - INFO - [Train] step: 45299, loss_mpn: 0.035906, loss_rec: 0.093718, loss_semantic: 0.980635, loss_idmrf: 6.396954, loss_adv_gen: -195.710770, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:41:32,005 - INFO - [Train] step: 45399, loss_adv_disc: -6.337239, lr_disc: 0.000010
+2023-03-20 16:41:32,209 - INFO - [Train] step: 45399, loss_mpn: 0.017705, loss_rec: 0.055478, loss_semantic: 0.605450, loss_idmrf: 2.339795, loss_adv_gen: -202.748169, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:42:02,582 - INFO - [Train] step: 45499, loss_adv_disc: 0.744427, lr_disc: 0.000010
+2023-03-20 16:42:02,788 - INFO - [Train] step: 45499, loss_mpn: 0.005517, loss_rec: 0.042132, loss_semantic: 0.481733, loss_idmrf: 1.495535, loss_adv_gen: -221.920197, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:42:32,676 - INFO - [Train] step: 45599, loss_adv_disc: 0.759833, lr_disc: 0.000010
+2023-03-20 16:42:32,876 - INFO - [Train] step: 45599, loss_mpn: 0.008012, loss_rec: 0.045598, loss_semantic: 0.617886, loss_idmrf: 1.779347, loss_adv_gen: -207.646225, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:43:03,187 - INFO - [Train] step: 45699, loss_adv_disc: 2.812132, lr_disc: 0.000010
+2023-03-20 16:43:03,386 - INFO - [Train] step: 45699, loss_mpn: 0.023414, loss_rec: 0.056289, loss_semantic: 0.661690, loss_idmrf: 2.358165, loss_adv_gen: -208.259247, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:43:33,629 - INFO - [Train] step: 45799, loss_adv_disc: -1.340578, lr_disc: 0.000010
+2023-03-20 16:43:33,836 - INFO - [Train] step: 45799, loss_mpn: 0.024955, loss_rec: 0.050486, loss_semantic: 0.695383, loss_idmrf: 5.580034, loss_adv_gen: -170.384399, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:44:04,253 - INFO - [Train] step: 45899, loss_adv_disc: -6.077475, lr_disc: 0.000010
+2023-03-20 16:44:04,455 - INFO - [Train] step: 45899, loss_mpn: 0.044239, loss_rec: 0.081606, loss_semantic: 0.927156, loss_idmrf: 6.763191, loss_adv_gen: -189.676254, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:44:34,670 - INFO - [Train] step: 45999, loss_adv_disc: 2.218326, lr_disc: 0.000010
+2023-03-20 16:44:34,877 - INFO - [Train] step: 45999, loss_mpn: 0.051018, loss_rec: 0.098466, loss_semantic: 1.008350, loss_idmrf: 4.818904, loss_adv_gen: -196.109283, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:45:45,722 - INFO - [Eval] step: 45999, bce: 0.080247, psnr: 23.315611, ssim: 0.808635
+2023-03-20 16:46:22,016 - INFO - [Train] step: 46099, loss_adv_disc: -1.940507, lr_disc: 0.000010
+2023-03-20 16:46:22,220 - INFO - [Train] step: 46099, loss_mpn: 0.027631, loss_rec: 0.068513, loss_semantic: 0.792462, loss_idmrf: 4.378742, loss_adv_gen: -170.951172, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:46:52,481 - INFO - [Train] step: 46199, loss_adv_disc: -8.380865, lr_disc: 0.000010
+2023-03-20 16:46:52,685 - INFO - [Train] step: 46199, loss_mpn: 0.027552, loss_rec: 0.085593, loss_semantic: 0.933680, loss_idmrf: 4.880011, loss_adv_gen: -199.276123, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:47:23,348 - INFO - [Train] step: 46299, loss_adv_disc: -13.654909, lr_disc: 0.000010
+2023-03-20 16:47:23,553 - INFO - [Train] step: 46299, loss_mpn: 0.063972, loss_rec: 0.161656, loss_semantic: 1.264226, loss_idmrf: 6.461015, loss_adv_gen: -222.492676, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:47:54,091 - INFO - [Train] step: 46399, loss_adv_disc: 3.896060, lr_disc: 0.000010
+2023-03-20 16:47:54,298 - INFO - [Train] step: 46399, loss_mpn: 0.037010, loss_rec: 0.140123, loss_semantic: 1.046063, loss_idmrf: 5.613162, loss_adv_gen: -236.517670, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:48:24,588 - INFO - [Train] step: 46499, loss_adv_disc: 2.480140, lr_disc: 0.000010
+2023-03-20 16:48:24,798 - INFO - [Train] step: 46499, loss_mpn: 0.009347, loss_rec: 0.035522, loss_semantic: 0.575118, loss_idmrf: 2.462658, loss_adv_gen: -189.221237, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:48:54,709 - INFO - [Train] step: 46599, loss_adv_disc: -3.301291, lr_disc: 0.000010
+2023-03-20 16:48:54,913 - INFO - [Train] step: 46599, loss_mpn: 0.039255, loss_rec: 0.098173, loss_semantic: 0.956696, loss_idmrf: 6.211549, loss_adv_gen: -202.427338, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:49:25,253 - INFO - [Train] step: 46699, loss_adv_disc: -1.067690, lr_disc: 0.000010
+2023-03-20 16:49:25,457 - INFO - [Train] step: 46699, loss_mpn: 0.007840, loss_rec: 0.038888, loss_semantic: 0.575746, loss_idmrf: 2.001545, loss_adv_gen: -175.104919, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:49:56,012 - INFO - [Train] step: 46799, loss_adv_disc: -2.580094, lr_disc: 0.000010
+2023-03-20 16:49:56,205 - INFO - [Train] step: 46799, loss_mpn: 0.040264, loss_rec: 0.071263, loss_semantic: 0.801694, loss_idmrf: 4.161174, loss_adv_gen: -165.928680, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:50:26,199 - INFO - [Train] step: 46899, loss_adv_disc: -6.058977, lr_disc: 0.000010
+2023-03-20 16:50:26,406 - INFO - [Train] step: 46899, loss_mpn: 0.020167, loss_rec: 0.073935, loss_semantic: 0.769404, loss_idmrf: 5.190318, loss_adv_gen: -179.246964, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:50:56,686 - INFO - [Train] step: 46999, loss_adv_disc: -10.650939, lr_disc: 0.000010
+2023-03-20 16:50:56,891 - INFO - [Train] step: 46999, loss_mpn: 0.037004, loss_rec: 0.069283, loss_semantic: 0.836357, loss_idmrf: 4.515478, loss_adv_gen: -172.328003, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:52:08,067 - INFO - [Eval] step: 46999, bce: 0.080577, psnr: 23.439772, ssim: 0.809752
+2023-03-20 16:52:44,040 - INFO - [Train] step: 47099, loss_adv_disc: -1.267372, lr_disc: 0.000010
+2023-03-20 16:52:44,240 - INFO - [Train] step: 47099, loss_mpn: 0.009736, loss_rec: 0.034934, loss_semantic: 0.460833, loss_idmrf: 1.307513, loss_adv_gen: -170.635468, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:53:14,730 - INFO - [Train] step: 47199, loss_adv_disc: 0.377649, lr_disc: 0.000010
+2023-03-20 16:53:14,939 - INFO - [Train] step: 47199, loss_mpn: 0.008383, loss_rec: 0.038704, loss_semantic: 0.594898, loss_idmrf: 2.375891, loss_adv_gen: -169.839386, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:53:45,725 - INFO - [Train] step: 47299, loss_adv_disc: -0.555954, lr_disc: 0.000010
+2023-03-20 16:53:45,922 - INFO - [Train] step: 47299, loss_mpn: 0.021188, loss_rec: 0.065009, loss_semantic: 0.768734, loss_idmrf: 3.791244, loss_adv_gen: -195.703125, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:54:15,823 - INFO - [Train] step: 47399, loss_adv_disc: -1.631233, lr_disc: 0.000010
+2023-03-20 16:54:16,027 - INFO - [Train] step: 47399, loss_mpn: 0.038297, loss_rec: 0.080796, loss_semantic: 0.773139, loss_idmrf: 4.426033, loss_adv_gen: -177.284271, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:54:46,148 - INFO - [Train] step: 47499, loss_adv_disc: -1.537424, lr_disc: 0.000010
+2023-03-20 16:54:46,356 - INFO - [Train] step: 47499, loss_mpn: 0.035298, loss_rec: 0.111263, loss_semantic: 1.117334, loss_idmrf: 7.823877, loss_adv_gen: -202.106964, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:55:16,483 - INFO - [Train] step: 47599, loss_adv_disc: -5.577072, lr_disc: 0.000010
+2023-03-20 16:55:16,688 - INFO - [Train] step: 47599, loss_mpn: 0.057111, loss_rec: 0.101977, loss_semantic: 1.106951, loss_idmrf: 9.248191, loss_adv_gen: -164.559265, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:55:46,529 - INFO - [Train] step: 47699, loss_adv_disc: -13.610363, lr_disc: 0.000010
+2023-03-20 16:55:46,729 - INFO - [Train] step: 47699, loss_mpn: 0.061520, loss_rec: 0.158276, loss_semantic: 1.412828, loss_idmrf: 11.110324, loss_adv_gen: -193.606628, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:56:16,880 - INFO - [Train] step: 47799, loss_adv_disc: 0.551697, lr_disc: 0.000010
+2023-03-20 16:56:17,092 - INFO - [Train] step: 47799, loss_mpn: 0.011969, loss_rec: 0.040171, loss_semantic: 0.518285, loss_idmrf: 2.418011, loss_adv_gen: -190.397430, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:56:47,519 - INFO - [Train] step: 47899, loss_adv_disc: -0.198668, lr_disc: 0.000010
+2023-03-20 16:56:47,724 - INFO - [Train] step: 47899, loss_mpn: 0.071749, loss_rec: 0.086123, loss_semantic: 0.871178, loss_idmrf: 5.492908, loss_adv_gen: -147.055359, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:57:17,461 - INFO - [Train] step: 47999, loss_adv_disc: 4.964421, lr_disc: 0.000010
+2023-03-20 16:57:17,663 - INFO - [Train] step: 47999, loss_mpn: 0.040638, loss_rec: 0.063635, loss_semantic: 0.687747, loss_idmrf: 2.693424, loss_adv_gen: -171.695786, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:58:28,587 - INFO - [Eval] step: 47999, bce: 0.079815, psnr: 23.329065, ssim: 0.809960
+2023-03-20 16:59:04,930 - INFO - [Train] step: 48099, loss_adv_disc: -2.633689, lr_disc: 0.000010
+2023-03-20 16:59:05,150 - INFO - [Train] step: 48099, loss_mpn: 0.032432, loss_rec: 0.078557, loss_semantic: 0.839785, loss_idmrf: 4.738052, loss_adv_gen: -176.109970, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:59:35,521 - INFO - [Train] step: 48199, loss_adv_disc: -5.826289, lr_disc: 0.000010
+2023-03-20 16:59:35,718 - INFO - [Train] step: 48199, loss_mpn: 0.021616, loss_rec: 0.071862, loss_semantic: 0.832698, loss_idmrf: 5.035496, loss_adv_gen: -190.208710, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:00:05,586 - INFO - [Train] step: 48299, loss_adv_disc: 2.340265, lr_disc: 0.000010
+2023-03-20 17:00:05,790 - INFO - [Train] step: 48299, loss_mpn: 0.044503, loss_rec: 0.083533, loss_semantic: 0.930046, loss_idmrf: 5.557766, loss_adv_gen: -176.885712, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:00:35,828 - INFO - [Train] step: 48399, loss_adv_disc: -1.026715, lr_disc: 0.000010
+2023-03-20 17:00:36,036 - INFO - [Train] step: 48399, loss_mpn: 0.015643, loss_rec: 0.040470, loss_semantic: 0.535161, loss_idmrf: 2.553791, loss_adv_gen: -209.533752, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:01:06,004 - INFO - [Train] step: 48499, loss_adv_disc: -9.722527, lr_disc: 0.000010
+2023-03-20 17:01:06,206 - INFO - [Train] step: 48499, loss_mpn: 0.059308, loss_rec: 0.131610, loss_semantic: 1.207226, loss_idmrf: 7.971463, loss_adv_gen: -216.872559, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:01:36,428 - INFO - [Train] step: 48599, loss_adv_disc: -0.246074, lr_disc: 0.000010
+2023-03-20 17:01:36,633 - INFO - [Train] step: 48599, loss_mpn: 0.022473, loss_rec: 0.049839, loss_semantic: 0.612575, loss_idmrf: 2.576976, loss_adv_gen: -193.747009, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:02:06,950 - INFO - [Train] step: 48699, loss_adv_disc: -5.255928, lr_disc: 0.000010
+2023-03-20 17:02:07,154 - INFO - [Train] step: 48699, loss_mpn: 0.044803, loss_rec: 0.078925, loss_semantic: 0.811570, loss_idmrf: 4.194383, loss_adv_gen: -176.822556, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:02:37,415 - INFO - [Train] step: 48799, loss_adv_disc: 1.226485, lr_disc: 0.000010
+2023-03-20 17:02:37,620 - INFO - [Train] step: 48799, loss_mpn: 0.032173, loss_rec: 0.077732, loss_semantic: 0.895649, loss_idmrf: 4.911421, loss_adv_gen: -201.922272, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:03:07,607 - INFO - [Train] step: 48899, loss_adv_disc: -1.733309, lr_disc: 0.000010
+2023-03-20 17:03:07,804 - INFO - [Train] step: 48899, loss_mpn: 0.031146, loss_rec: 0.063951, loss_semantic: 0.799328, loss_idmrf: 4.464244, loss_adv_gen: -181.481873, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:03:38,072 - INFO - [Train] step: 48999, loss_adv_disc: 3.383293, lr_disc: 0.000010
+2023-03-20 17:03:38,272 - INFO - [Train] step: 48999, loss_mpn: 0.021847, loss_rec: 0.046680, loss_semantic: 0.581761, loss_idmrf: 3.828404, loss_adv_gen: -191.519196, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:04:50,462 - INFO - [Eval] step: 48999, bce: 0.081516, psnr: 23.398777, ssim: 0.810605
+2023-03-20 17:05:27,646 - INFO - [Train] step: 49099, loss_adv_disc: -0.102306, lr_disc: 0.000010
+2023-03-20 17:05:27,853 - INFO - [Train] step: 49099, loss_mpn: 0.034411, loss_rec: 0.091012, loss_semantic: 0.929139, loss_idmrf: 4.724167, loss_adv_gen: -216.611923, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:05:57,989 - INFO - [Train] step: 49199, loss_adv_disc: 1.322636, lr_disc: 0.000010
+2023-03-20 17:05:58,193 - INFO - [Train] step: 49199, loss_mpn: 0.018620, loss_rec: 0.046986, loss_semantic: 0.692437, loss_idmrf: 3.327492, loss_adv_gen: -171.715408, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:06:28,115 - INFO - [Train] step: 49299, loss_adv_disc: -7.138564, lr_disc: 0.000010
+2023-03-20 17:06:28,317 - INFO - [Train] step: 49299, loss_mpn: 0.054053, loss_rec: 0.098443, loss_semantic: 1.029243, loss_idmrf: 7.351273, loss_adv_gen: -193.460876, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:06:58,596 - INFO - [Train] step: 49399, loss_adv_disc: -1.560106, lr_disc: 0.000010
+2023-03-20 17:06:58,808 - INFO - [Train] step: 49399, loss_mpn: 0.024482, loss_rec: 0.062036, loss_semantic: 0.758389, loss_idmrf: 4.015272, loss_adv_gen: -188.797012, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:07:29,077 - INFO - [Train] step: 49499, loss_adv_disc: -3.903921, lr_disc: 0.000010
+2023-03-20 17:07:29,285 - INFO - [Train] step: 49499, loss_mpn: 0.026920, loss_rec: 0.076128, loss_semantic: 0.886559, loss_idmrf: 6.040913, loss_adv_gen: -216.099945, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:07:59,589 - INFO - [Train] step: 49599, loss_adv_disc: 0.698736, lr_disc: 0.000010
+2023-03-20 17:07:59,798 - INFO - [Train] step: 49599, loss_mpn: 0.033322, loss_rec: 0.087681, loss_semantic: 0.830788, loss_idmrf: 3.506589, loss_adv_gen: -222.526657, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:08:29,921 - INFO - [Train] step: 49699, loss_adv_disc: 1.691144, lr_disc: 0.000010
+2023-03-20 17:08:30,128 - INFO - [Train] step: 49699, loss_mpn: 0.015894, loss_rec: 0.056732, loss_semantic: 0.697512, loss_idmrf: 3.179408, loss_adv_gen: -183.908951, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:08:59,947 - INFO - [Train] step: 49799, loss_adv_disc: -7.942483, lr_disc: 0.000010
+2023-03-20 17:09:00,151 - INFO - [Train] step: 49799, loss_mpn: 0.030391, loss_rec: 0.068687, loss_semantic: 0.661219, loss_idmrf: 4.637836, loss_adv_gen: -190.347336, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:09:30,688 - INFO - [Train] step: 49899, loss_adv_disc: 2.310621, lr_disc: 0.000010
+2023-03-20 17:09:30,891 - INFO - [Train] step: 49899, loss_mpn: 0.032632, loss_rec: 0.067087, loss_semantic: 0.742421, loss_idmrf: 3.183336, loss_adv_gen: -207.884064, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:10:01,006 - INFO - [Train] step: 49999, loss_adv_disc: -4.144428, lr_disc: 0.000010
+2023-03-20 17:10:01,209 - INFO - [Train] step: 49999, loss_mpn: 0.031545, loss_rec: 0.096579, loss_semantic: 0.954292, loss_idmrf: 6.108113, loss_adv_gen: -222.818115, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:11:11,383 - INFO - [Eval] step: 49999, bce: 0.081606, psnr: 23.326622, ssim: 0.808415
+2023-03-20 17:11:48,279 - INFO - [Train] step: 50099, loss_adv_disc: -4.974498, lr_disc: 0.000010
+2023-03-20 17:11:48,480 - INFO - [Train] step: 50099, loss_mpn: 0.033700, loss_rec: 0.087463, loss_semantic: 0.853803, loss_idmrf: 3.718889, loss_adv_gen: -203.226013, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:12:18,606 - INFO - [Train] step: 50199, loss_adv_disc: -0.919627, lr_disc: 0.000010
+2023-03-20 17:12:18,811 - INFO - [Train] step: 50199, loss_mpn: 0.042169, loss_rec: 0.053387, loss_semantic: 0.646739, loss_idmrf: 3.994822, loss_adv_gen: -173.370422, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:12:48,864 - INFO - [Train] step: 50299, loss_adv_disc: -3.308494, lr_disc: 0.000010
+2023-03-20 17:12:49,071 - INFO - [Train] step: 50299, loss_mpn: 0.050743, loss_rec: 0.110909, loss_semantic: 1.026697, loss_idmrf: 7.130055, loss_adv_gen: -203.078979, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:13:18,981 - INFO - [Train] step: 50399, loss_adv_disc: -7.346889, lr_disc: 0.000010
+2023-03-20 17:13:19,185 - INFO - [Train] step: 50399, loss_mpn: 0.038046, loss_rec: 0.103853, loss_semantic: 1.070918, loss_idmrf: 5.975310, loss_adv_gen: -202.834915, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:13:49,507 - INFO - [Train] step: 50499, loss_adv_disc: 0.040201, lr_disc: 0.000010
+2023-03-20 17:13:49,711 - INFO - [Train] step: 50499, loss_mpn: 0.007449, loss_rec: 0.036302, loss_semantic: 0.575594, loss_idmrf: 2.158069, loss_adv_gen: -163.408920, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:14:19,852 - INFO - [Train] step: 50599, loss_adv_disc: -1.056948, lr_disc: 0.000010
+2023-03-20 17:14:20,053 - INFO - [Train] step: 50599, loss_mpn: 0.036179, loss_rec: 0.065627, loss_semantic: 0.756557, loss_idmrf: 4.571542, loss_adv_gen: -195.523102, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:14:50,121 - INFO - [Train] step: 50699, loss_adv_disc: -3.368345, lr_disc: 0.000010
+2023-03-20 17:14:50,326 - INFO - [Train] step: 50699, loss_mpn: 0.024492, loss_rec: 0.095611, loss_semantic: 0.990023, loss_idmrf: 5.418488, loss_adv_gen: -206.208771, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:15:20,647 - INFO - [Train] step: 50799, loss_adv_disc: -3.176725, lr_disc: 0.000010
+2023-03-20 17:15:20,850 - INFO - [Train] step: 50799, loss_mpn: 0.063814, loss_rec: 0.086625, loss_semantic: 0.861660, loss_idmrf: 4.063174, loss_adv_gen: -206.250427, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:15:50,679 - INFO - [Train] step: 50899, loss_adv_disc: -2.646324, lr_disc: 0.000010
+2023-03-20 17:15:50,881 - INFO - [Train] step: 50899, loss_mpn: 0.019941, loss_rec: 0.055968, loss_semantic: 0.778518, loss_idmrf: 3.791289, loss_adv_gen: -205.814911, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:16:21,232 - INFO - [Train] step: 50999, loss_adv_disc: -4.618765, lr_disc: 0.000010
+2023-03-20 17:16:21,437 - INFO - [Train] step: 50999, loss_mpn: 0.019098, loss_rec: 0.079664, loss_semantic: 0.843118, loss_idmrf: 4.267192, loss_adv_gen: -206.463745, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:17:33,540 - INFO - [Eval] step: 50999, bce: 0.079502, psnr: 23.444748, ssim: 0.811869
+2023-03-20 17:18:09,916 - INFO - [Train] step: 51099, loss_adv_disc: -3.921714, lr_disc: 0.000010
+2023-03-20 17:18:10,121 - INFO - [Train] step: 51099, loss_mpn: 0.032423, loss_rec: 0.083676, loss_semantic: 0.936408, loss_idmrf: 5.074884, loss_adv_gen: -219.830414, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:18:40,179 - INFO - [Train] step: 51199, loss_adv_disc: -0.986888, lr_disc: 0.000010
+2023-03-20 17:18:40,382 - INFO - [Train] step: 51199, loss_mpn: 0.016525, loss_rec: 0.044509, loss_semantic: 0.636117, loss_idmrf: 2.350563, loss_adv_gen: -199.117737, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:19:10,443 - INFO - [Train] step: 51299, loss_adv_disc: -2.698447, lr_disc: 0.000010
+2023-03-20 17:19:10,643 - INFO - [Train] step: 51299, loss_mpn: 0.019982, loss_rec: 0.057574, loss_semantic: 0.700388, loss_idmrf: 4.273008, loss_adv_gen: -202.170258, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:19:40,709 - INFO - [Train] step: 51399, loss_adv_disc: 0.559154, lr_disc: 0.000010
+2023-03-20 17:19:40,911 - INFO - [Train] step: 51399, loss_mpn: 0.014477, loss_rec: 0.047941, loss_semantic: 0.752255, loss_idmrf: 3.603823, loss_adv_gen: -197.467255, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:20:11,138 - INFO - [Train] step: 51499, loss_adv_disc: 3.948144, lr_disc: 0.000010
+2023-03-20 17:20:11,347 - INFO - [Train] step: 51499, loss_mpn: 0.024412, loss_rec: 0.062215, loss_semantic: 0.648272, loss_idmrf: 2.568272, loss_adv_gen: -206.571869, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:20:41,500 - INFO - [Train] step: 51599, loss_adv_disc: 0.155455, lr_disc: 0.000010
+2023-03-20 17:20:41,704 - INFO - [Train] step: 51599, loss_mpn: 0.041672, loss_rec: 0.095312, loss_semantic: 0.786316, loss_idmrf: 5.915112, loss_adv_gen: -157.311249, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:21:12,045 - INFO - [Train] step: 51699, loss_adv_disc: -5.820699, lr_disc: 0.000010
+2023-03-20 17:21:12,250 - INFO - [Train] step: 51699, loss_mpn: 0.042455, loss_rec: 0.107379, loss_semantic: 1.058549, loss_idmrf: 6.145173, loss_adv_gen: -184.136688, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:21:42,546 - INFO - [Train] step: 51799, loss_adv_disc: -2.777838, lr_disc: 0.000010
+2023-03-20 17:21:42,750 - INFO - [Train] step: 51799, loss_mpn: 0.031837, loss_rec: 0.083879, loss_semantic: 0.650749, loss_idmrf: 3.737563, loss_adv_gen: -156.385742, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:22:13,060 - INFO - [Train] step: 51899, loss_adv_disc: -1.569391, lr_disc: 0.000010
+2023-03-20 17:22:13,258 - INFO - [Train] step: 51899, loss_mpn: 0.034662, loss_rec: 0.071825, loss_semantic: 0.855001, loss_idmrf: 5.670478, loss_adv_gen: -170.902313, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:22:43,655 - INFO - [Train] step: 51999, loss_adv_disc: -2.231070, lr_disc: 0.000010
+2023-03-20 17:22:43,860 - INFO - [Train] step: 51999, loss_mpn: 0.024870, loss_rec: 0.068200, loss_semantic: 0.882598, loss_idmrf: 6.303560, loss_adv_gen: -157.853348, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:24:00,204 - INFO - [Eval] step: 51999, bce: 0.080931, psnr: 23.356421, ssim: 0.809507
+2023-03-20 17:24:36,171 - INFO - [Train] step: 52099, loss_adv_disc: -13.494658, lr_disc: 0.000010
+2023-03-20 17:24:36,373 - INFO - [Train] step: 52099, loss_mpn: 0.057959, loss_rec: 0.151905, loss_semantic: 1.287076, loss_idmrf: 7.402964, loss_adv_gen: -198.744232, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:25:06,294 - INFO - [Train] step: 52199, loss_adv_disc: 1.247925, lr_disc: 0.000010
+2023-03-20 17:25:06,501 - INFO - [Train] step: 52199, loss_mpn: 0.054135, loss_rec: 0.077601, loss_semantic: 0.930689, loss_idmrf: 6.283711, loss_adv_gen: -178.734726, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:25:36,328 - INFO - [Train] step: 52299, loss_adv_disc: 1.659859, lr_disc: 0.000010
+2023-03-20 17:25:36,533 - INFO - [Train] step: 52299, loss_mpn: 0.030401, loss_rec: 0.065927, loss_semantic: 0.778957, loss_idmrf: 5.482997, loss_adv_gen: -197.263596, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:26:06,572 - INFO - [Train] step: 52399, loss_adv_disc: -5.020619, lr_disc: 0.000010
+2023-03-20 17:26:06,773 - INFO - [Train] step: 52399, loss_mpn: 0.032910, loss_rec: 0.078551, loss_semantic: 0.875819, loss_idmrf: 5.088191, loss_adv_gen: -196.174149, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:26:36,803 - INFO - [Train] step: 52499, loss_adv_disc: -0.787936, lr_disc: 0.000010
+2023-03-20 17:26:37,007 - INFO - [Train] step: 52499, loss_mpn: 0.050253, loss_rec: 0.135992, loss_semantic: 1.229371, loss_idmrf: 7.896965, loss_adv_gen: -216.517639, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:27:07,130 - INFO - [Train] step: 52599, loss_adv_disc: -11.709534, lr_disc: 0.000010
+2023-03-20 17:27:07,336 - INFO - [Train] step: 52599, loss_mpn: 0.040536, loss_rec: 0.117972, loss_semantic: 1.111330, loss_idmrf: 6.142457, loss_adv_gen: -184.602631, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:27:37,634 - INFO - [Train] step: 52699, loss_adv_disc: -0.570572, lr_disc: 0.000010
+2023-03-20 17:27:37,840 - INFO - [Train] step: 52699, loss_mpn: 0.061450, loss_rec: 0.098580, loss_semantic: 1.114146, loss_idmrf: 7.277818, loss_adv_gen: -201.530548, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:28:08,019 - INFO - [Train] step: 52799, loss_adv_disc: -5.419767, lr_disc: 0.000010
+2023-03-20 17:28:08,221 - INFO - [Train] step: 52799, loss_mpn: 0.033184, loss_rec: 0.134110, loss_semantic: 1.109606, loss_idmrf: 6.847773, loss_adv_gen: -194.085770, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:28:38,103 - INFO - [Train] step: 52899, loss_adv_disc: 2.094360, lr_disc: 0.000010
+2023-03-20 17:28:38,307 - INFO - [Train] step: 52899, loss_mpn: 0.014147, loss_rec: 0.049445, loss_semantic: 0.632098, loss_idmrf: 2.451193, loss_adv_gen: -205.073257, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:29:09,354 - INFO - [Train] step: 52999, loss_adv_disc: -4.360417, lr_disc: 0.000010
+2023-03-20 17:29:09,564 - INFO - [Train] step: 52999, loss_mpn: 0.028662, loss_rec: 0.087566, loss_semantic: 0.912634, loss_idmrf: 5.436388, loss_adv_gen: -172.708664, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:30:19,709 - INFO - [Eval] step: 52999, bce: 0.081762, psnr: 23.341175, ssim: 0.807959
+2023-03-20 17:30:55,393 - INFO - [Train] step: 53099, loss_adv_disc: 2.345969, lr_disc: 0.000010
+2023-03-20 17:30:55,597 - INFO - [Train] step: 53099, loss_mpn: 0.013496, loss_rec: 0.040219, loss_semantic: 0.582680, loss_idmrf: 3.346900, loss_adv_gen: -173.805267, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:31:25,681 - INFO - [Train] step: 53199, loss_adv_disc: -5.432948, lr_disc: 0.000010
+2023-03-20 17:31:25,881 - INFO - [Train] step: 53199, loss_mpn: 0.048295, loss_rec: 0.122429, loss_semantic: 0.961881, loss_idmrf: 5.196868, loss_adv_gen: -202.499634, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:31:55,714 - INFO - [Train] step: 53299, loss_adv_disc: 0.615217, lr_disc: 0.000010
+2023-03-20 17:31:55,916 - INFO - [Train] step: 53299, loss_mpn: 0.019737, loss_rec: 0.046078, loss_semantic: 0.667113, loss_idmrf: 2.991102, loss_adv_gen: -204.999939, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:32:26,235 - INFO - [Train] step: 53399, loss_adv_disc: -9.938450, lr_disc: 0.000010
+2023-03-20 17:32:26,434 - INFO - [Train] step: 53399, loss_mpn: 0.028668, loss_rec: 0.095428, loss_semantic: 0.871861, loss_idmrf: 4.949427, loss_adv_gen: -202.961731, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:32:56,547 - INFO - [Train] step: 53499, loss_adv_disc: -11.882099, lr_disc: 0.000010
+2023-03-20 17:32:56,749 - INFO - [Train] step: 53499, loss_mpn: 0.060428, loss_rec: 0.114229, loss_semantic: 0.998983, loss_idmrf: 8.350883, loss_adv_gen: -171.253815, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:33:27,282 - INFO - [Train] step: 53599, loss_adv_disc: -5.736050, lr_disc: 0.000010
+2023-03-20 17:33:27,483 - INFO - [Train] step: 53599, loss_mpn: 0.034207, loss_rec: 0.094747, loss_semantic: 0.992151, loss_idmrf: 6.118733, loss_adv_gen: -192.988602, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:33:57,570 - INFO - [Train] step: 53699, loss_adv_disc: 0.032261, lr_disc: 0.000010
+2023-03-20 17:33:57,788 - INFO - [Train] step: 53699, loss_mpn: 0.004051, loss_rec: 0.025203, loss_semantic: 0.439045, loss_idmrf: 1.352114, loss_adv_gen: -154.246643, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:34:27,804 - INFO - [Train] step: 53799, loss_adv_disc: -2.250602, lr_disc: 0.000010
+2023-03-20 17:34:28,013 - INFO - [Train] step: 53799, loss_mpn: 0.006901, loss_rec: 0.045196, loss_semantic: 0.503101, loss_idmrf: 1.313550, loss_adv_gen: -202.972076, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:34:58,585 - INFO - [Train] step: 53899, loss_adv_disc: 1.633577, lr_disc: 0.000010
+2023-03-20 17:34:58,791 - INFO - [Train] step: 53899, loss_mpn: 0.016005, loss_rec: 0.043609, loss_semantic: 0.567376, loss_idmrf: 1.753737, loss_adv_gen: -193.304871, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:35:29,406 - INFO - [Train] step: 53999, loss_adv_disc: -6.014713, lr_disc: 0.000010
+2023-03-20 17:35:29,606 - INFO - [Train] step: 53999, loss_mpn: 0.032797, loss_rec: 0.098045, loss_semantic: 0.959118, loss_idmrf: 5.193791, loss_adv_gen: -216.135925, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:36:38,292 - INFO - [Eval] step: 53999, bce: 0.083563, psnr: 23.510288, ssim: 0.812269
+2023-03-20 17:37:14,336 - INFO - [Train] step: 54099, loss_adv_disc: 4.532769, lr_disc: 0.000010
+2023-03-20 17:37:14,542 - INFO - [Train] step: 54099, loss_mpn: 0.035842, loss_rec: 0.071732, loss_semantic: 0.744183, loss_idmrf: 5.210697, loss_adv_gen: -187.961517, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:37:44,393 - INFO - [Train] step: 54199, loss_adv_disc: -3.228064, lr_disc: 0.000010
+2023-03-20 17:37:44,597 - INFO - [Train] step: 54199, loss_mpn: 0.033450, loss_rec: 0.075604, loss_semantic: 0.826529, loss_idmrf: 4.806749, loss_adv_gen: -187.181915, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:38:15,082 - INFO - [Train] step: 54299, loss_adv_disc: -1.523920, lr_disc: 0.000010
+2023-03-20 17:38:15,282 - INFO - [Train] step: 54299, loss_mpn: 0.011408, loss_rec: 0.050785, loss_semantic: 0.625704, loss_idmrf: 2.844777, loss_adv_gen: -211.366974, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:38:45,768 - INFO - [Train] step: 54399, loss_adv_disc: -0.846792, lr_disc: 0.000010
+2023-03-20 17:38:45,974 - INFO - [Train] step: 54399, loss_mpn: 0.031954, loss_rec: 0.100606, loss_semantic: 0.958462, loss_idmrf: 4.141424, loss_adv_gen: -219.758942, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:39:16,048 - INFO - [Train] step: 54499, loss_adv_disc: -10.532383, lr_disc: 0.000010
+2023-03-20 17:39:16,252 - INFO - [Train] step: 54499, loss_mpn: 0.038071, loss_rec: 0.085633, loss_semantic: 0.972247, loss_idmrf: 7.290721, loss_adv_gen: -160.405853, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:39:46,462 - INFO - [Train] step: 54599, loss_adv_disc: -6.131187, lr_disc: 0.000010
+2023-03-20 17:39:46,665 - INFO - [Train] step: 54599, loss_mpn: 0.022136, loss_rec: 0.083914, loss_semantic: 0.860704, loss_idmrf: 3.872773, loss_adv_gen: -218.839966, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:40:16,820 - INFO - [Train] step: 54699, loss_adv_disc: 0.010120, lr_disc: 0.000010
+2023-03-20 17:40:17,024 - INFO - [Train] step: 54699, loss_mpn: 0.032137, loss_rec: 0.082568, loss_semantic: 0.885695, loss_idmrf: 4.717017, loss_adv_gen: -209.467377, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:40:47,415 - INFO - [Train] step: 54799, loss_adv_disc: -0.476220, lr_disc: 0.000010
+2023-03-20 17:40:47,619 - INFO - [Train] step: 54799, loss_mpn: 0.031056, loss_rec: 0.098475, loss_semantic: 1.051996, loss_idmrf: 4.201730, loss_adv_gen: -257.753021, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:41:18,272 - INFO - [Train] step: 54899, loss_adv_disc: -4.812495, lr_disc: 0.000010
+2023-03-20 17:41:18,477 - INFO - [Train] step: 54899, loss_mpn: 0.023701, loss_rec: 0.077737, loss_semantic: 0.868592, loss_idmrf: 6.825442, loss_adv_gen: -185.979416, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:41:48,531 - INFO - [Train] step: 54999, loss_adv_disc: -4.782649, lr_disc: 0.000010
+2023-03-20 17:41:48,733 - INFO - [Train] step: 54999, loss_mpn: 0.032913, loss_rec: 0.075833, loss_semantic: 0.794965, loss_idmrf: 5.654000, loss_adv_gen: -175.087448, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:42:59,278 - INFO - [Eval] step: 54999, bce: 0.079718, psnr: 23.436569, ssim: 0.811504
+2023-03-20 17:43:35,268 - INFO - [Train] step: 55099, loss_adv_disc: -19.106459, lr_disc: 0.000010
+2023-03-20 17:43:35,481 - INFO - [Train] step: 55099, loss_mpn: 0.037351, loss_rec: 0.135341, loss_semantic: 1.205779, loss_idmrf: 7.317163, loss_adv_gen: -208.687683, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:44:05,352 - INFO - [Train] step: 55199, loss_adv_disc: -1.816353, lr_disc: 0.000010
+2023-03-20 17:44:05,556 - INFO - [Train] step: 55199, loss_mpn: 0.028786, loss_rec: 0.070822, loss_semantic: 0.900629, loss_idmrf: 5.748200, loss_adv_gen: -190.144516, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:44:35,658 - INFO - [Train] step: 55299, loss_adv_disc: 2.522450, lr_disc: 0.000010
+2023-03-20 17:44:35,864 - INFO - [Train] step: 55299, loss_mpn: 0.004301, loss_rec: 0.029454, loss_semantic: 0.513633, loss_idmrf: 1.407679, loss_adv_gen: -184.749359, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:45:05,936 - INFO - [Train] step: 55399, loss_adv_disc: -0.971248, lr_disc: 0.000010
+2023-03-20 17:45:06,136 - INFO - [Train] step: 55399, loss_mpn: 0.031350, loss_rec: 0.075230, loss_semantic: 0.857597, loss_idmrf: 5.394562, loss_adv_gen: -202.771606, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:45:36,737 - INFO - [Train] step: 55499, loss_adv_disc: -2.396901, lr_disc: 0.000010
+2023-03-20 17:45:36,945 - INFO - [Train] step: 55499, loss_mpn: 0.074637, loss_rec: 0.098154, loss_semantic: 0.844680, loss_idmrf: 4.282013, loss_adv_gen: -219.976318, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:46:07,074 - INFO - [Train] step: 55599, loss_adv_disc: -5.953845, lr_disc: 0.000010
+2023-03-20 17:46:07,278 - INFO - [Train] step: 55599, loss_mpn: 0.032328, loss_rec: 0.073829, loss_semantic: 0.876798, loss_idmrf: 6.289851, loss_adv_gen: -168.271652, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:46:37,410 - INFO - [Train] step: 55699, loss_adv_disc: -1.839825, lr_disc: 0.000010
+2023-03-20 17:46:37,612 - INFO - [Train] step: 55699, loss_mpn: 0.031586, loss_rec: 0.078761, loss_semantic: 0.885923, loss_idmrf: 4.755752, loss_adv_gen: -193.112946, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:47:08,422 - INFO - [Train] step: 55799, loss_adv_disc: 0.857846, lr_disc: 0.000010
+2023-03-20 17:47:08,628 - INFO - [Train] step: 55799, loss_mpn: 0.038062, loss_rec: 0.077940, loss_semantic: 0.847107, loss_idmrf: 5.261903, loss_adv_gen: -212.852814, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:47:38,812 - INFO - [Train] step: 55899, loss_adv_disc: -7.840126, lr_disc: 0.000010
+2023-03-20 17:47:39,017 - INFO - [Train] step: 55899, loss_mpn: 0.033879, loss_rec: 0.113864, loss_semantic: 0.963324, loss_idmrf: 5.614633, loss_adv_gen: -236.139984, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:48:09,038 - INFO - [Train] step: 55999, loss_adv_disc: 2.909426, lr_disc: 0.000010
+2023-03-20 17:48:09,243 - INFO - [Train] step: 55999, loss_mpn: 0.021059, loss_rec: 0.055386, loss_semantic: 0.677717, loss_idmrf: 3.596491, loss_adv_gen: -207.769989, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:49:17,986 - INFO - [Eval] step: 55999, bce: 0.079857, psnr: 23.427671, ssim: 0.810096
+2023-03-20 17:49:53,947 - INFO - [Train] step: 56099, loss_adv_disc: 0.281857, lr_disc: 0.000010
+2023-03-20 17:49:54,151 - INFO - [Train] step: 56099, loss_mpn: 0.007093, loss_rec: 0.042019, loss_semantic: 0.549521, loss_idmrf: 1.666223, loss_adv_gen: -221.983536, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:50:24,076 - INFO - [Train] step: 56199, loss_adv_disc: -7.720835, lr_disc: 0.000010
+2023-03-20 17:50:24,283 - INFO - [Train] step: 56199, loss_mpn: 0.021759, loss_rec: 0.067107, loss_semantic: 0.784587, loss_idmrf: 4.088623, loss_adv_gen: -194.183701, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:50:54,317 - INFO - [Train] step: 56299, loss_adv_disc: -2.139264, lr_disc: 0.000010
+2023-03-20 17:50:54,521 - INFO - [Train] step: 56299, loss_mpn: 0.085423, loss_rec: 0.144875, loss_semantic: 1.222683, loss_idmrf: 7.730004, loss_adv_gen: -193.142899, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:51:24,561 - INFO - [Train] step: 56399, loss_adv_disc: 1.498172, lr_disc: 0.000010
+2023-03-20 17:51:24,764 - INFO - [Train] step: 56399, loss_mpn: 0.076689, loss_rec: 0.124779, loss_semantic: 1.004095, loss_idmrf: 5.632922, loss_adv_gen: -191.395416, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:51:54,996 - INFO - [Train] step: 56499, loss_adv_disc: -0.212972, lr_disc: 0.000010
+2023-03-20 17:51:55,197 - INFO - [Train] step: 56499, loss_mpn: 0.006601, loss_rec: 0.045343, loss_semantic: 0.629640, loss_idmrf: 1.686874, loss_adv_gen: -244.233978, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:52:25,438 - INFO - [Train] step: 56599, loss_adv_disc: -0.942338, lr_disc: 0.000010
+2023-03-20 17:52:25,641 - INFO - [Train] step: 56599, loss_mpn: 0.083657, loss_rec: 0.129540, loss_semantic: 1.221218, loss_idmrf: 8.794462, loss_adv_gen: -185.914001, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:52:56,293 - INFO - [Train] step: 56699, loss_adv_disc: -3.912855, lr_disc: 0.000010
+2023-03-20 17:52:56,491 - INFO - [Train] step: 56699, loss_mpn: 0.029551, loss_rec: 0.050244, loss_semantic: 0.653120, loss_idmrf: 3.327122, loss_adv_gen: -176.916168, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:53:27,066 - INFO - [Train] step: 56799, loss_adv_disc: -1.530423, lr_disc: 0.000010
+2023-03-20 17:53:27,273 - INFO - [Train] step: 56799, loss_mpn: 0.026213, loss_rec: 0.053104, loss_semantic: 0.766414, loss_idmrf: 4.728853, loss_adv_gen: -194.788528, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:53:57,149 - INFO - [Train] step: 56899, loss_adv_disc: -16.345615, lr_disc: 0.000010
+2023-03-20 17:53:57,356 - INFO - [Train] step: 56899, loss_mpn: 0.056310, loss_rec: 0.129724, loss_semantic: 1.220284, loss_idmrf: 7.210225, loss_adv_gen: -184.122162, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:54:27,757 - INFO - [Train] step: 56999, loss_adv_disc: -3.918766, lr_disc: 0.000010
+2023-03-20 17:54:27,957 - INFO - [Train] step: 56999, loss_mpn: 0.016003, loss_rec: 0.084313, loss_semantic: 0.861540, loss_idmrf: 5.700202, loss_adv_gen: -154.151535, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:55:36,534 - INFO - [Eval] step: 56999, bce: 0.080399, psnr: 23.475906, ssim: 0.811289
+2023-03-20 17:56:12,892 - INFO - [Train] step: 57099, loss_adv_disc: -6.102575, lr_disc: 0.000010
+2023-03-20 17:56:13,095 - INFO - [Train] step: 57099, loss_mpn: 0.044723, loss_rec: 0.105759, loss_semantic: 1.065546, loss_idmrf: 6.491215, loss_adv_gen: -184.025055, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:56:43,224 - INFO - [Train] step: 57199, loss_adv_disc: -0.035993, lr_disc: 0.000010
+2023-03-20 17:56:43,424 - INFO - [Train] step: 57199, loss_mpn: 0.023416, loss_rec: 0.048074, loss_semantic: 0.732611, loss_idmrf: 3.198952, loss_adv_gen: -173.055908, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:57:13,696 - INFO - [Train] step: 57299, loss_adv_disc: -3.386499, lr_disc: 0.000010
+2023-03-20 17:57:13,900 - INFO - [Train] step: 57299, loss_mpn: 0.068489, loss_rec: 0.120545, loss_semantic: 1.136935, loss_idmrf: 6.388769, loss_adv_gen: -178.627609, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:57:44,423 - INFO - [Train] step: 57399, loss_adv_disc: -5.780744, lr_disc: 0.000010
+2023-03-20 17:57:44,629 - INFO - [Train] step: 57399, loss_mpn: 0.052790, loss_rec: 0.109266, loss_semantic: 1.068306, loss_idmrf: 9.773226, loss_adv_gen: -174.810913, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:58:14,881 - INFO - [Train] step: 57499, loss_adv_disc: -5.218298, lr_disc: 0.000010
+2023-03-20 17:58:15,083 - INFO - [Train] step: 57499, loss_mpn: 0.056435, loss_rec: 0.082438, loss_semantic: 0.918608, loss_idmrf: 6.523166, loss_adv_gen: -176.111160, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:58:45,747 - INFO - [Train] step: 57599, loss_adv_disc: -0.902950, lr_disc: 0.000010
+2023-03-20 17:58:45,946 - INFO - [Train] step: 57599, loss_mpn: 0.008937, loss_rec: 0.042137, loss_semantic: 0.538133, loss_idmrf: 1.513357, loss_adv_gen: -187.642639, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:59:16,943 - INFO - [Train] step: 57699, loss_adv_disc: 2.066659, lr_disc: 0.000010
+2023-03-20 17:59:17,146 - INFO - [Train] step: 57699, loss_mpn: 0.002175, loss_rec: 0.030892, loss_semantic: 0.473304, loss_idmrf: 0.778442, loss_adv_gen: -205.656067, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:59:47,319 - INFO - [Train] step: 57799, loss_adv_disc: -2.861006, lr_disc: 0.000010
+2023-03-20 17:59:47,524 - INFO - [Train] step: 57799, loss_mpn: 0.044882, loss_rec: 0.103212, loss_semantic: 0.909994, loss_idmrf: 5.460228, loss_adv_gen: -180.130005, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:00:17,687 - INFO - [Train] step: 57899, loss_adv_disc: -1.320251, lr_disc: 0.000010
+2023-03-20 18:00:17,888 - INFO - [Train] step: 57899, loss_mpn: 0.026926, loss_rec: 0.063907, loss_semantic: 0.782583, loss_idmrf: 4.800903, loss_adv_gen: -184.917984, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:00:48,224 - INFO - [Train] step: 57999, loss_adv_disc: 2.579104, lr_disc: 0.000010
+2023-03-20 18:00:48,426 - INFO - [Train] step: 57999, loss_mpn: 0.010343, loss_rec: 0.033245, loss_semantic: 0.583634, loss_idmrf: 1.775807, loss_adv_gen: -182.112183, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:01:57,947 - INFO - [Eval] step: 57999, bce: 0.082028, psnr: 23.410728, ssim: 0.809441
+2023-03-20 18:02:33,854 - INFO - [Train] step: 58099, loss_adv_disc: 0.482648, lr_disc: 0.000010
+2023-03-20 18:02:34,062 - INFO - [Train] step: 58099, loss_mpn: 0.018909, loss_rec: 0.050161, loss_semantic: 0.612599, loss_idmrf: 2.660325, loss_adv_gen: -190.873718, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:03:03,960 - INFO - [Train] step: 58199, loss_adv_disc: -1.498149, lr_disc: 0.000010
+2023-03-20 18:03:04,162 - INFO - [Train] step: 58199, loss_mpn: 0.023870, loss_rec: 0.044436, loss_semantic: 0.673697, loss_idmrf: 4.160387, loss_adv_gen: -159.142731, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:03:34,205 - INFO - [Train] step: 58299, loss_adv_disc: -4.785685, lr_disc: 0.000010
+2023-03-20 18:03:34,410 - INFO - [Train] step: 58299, loss_mpn: 0.030439, loss_rec: 0.087707, loss_semantic: 0.936095, loss_idmrf: 4.556674, loss_adv_gen: -182.639252, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:04:04,376 - INFO - [Train] step: 58399, loss_adv_disc: -1.791231, lr_disc: 0.000010
+2023-03-20 18:04:04,580 - INFO - [Train] step: 58399, loss_mpn: 0.016070, loss_rec: 0.054985, loss_semantic: 0.761966, loss_idmrf: 3.635350, loss_adv_gen: -184.913055, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:04:35,141 - INFO - [Train] step: 58499, loss_adv_disc: -4.878489, lr_disc: 0.000010
+2023-03-20 18:04:35,346 - INFO - [Train] step: 58499, loss_mpn: 0.042665, loss_rec: 0.089930, loss_semantic: 1.017138, loss_idmrf: 7.400183, loss_adv_gen: -171.125580, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:05:06,237 - INFO - [Train] step: 58599, loss_adv_disc: -0.569534, lr_disc: 0.000010
+2023-03-20 18:05:06,446 - INFO - [Train] step: 58599, loss_mpn: 0.027456, loss_rec: 0.042331, loss_semantic: 0.666121, loss_idmrf: 4.276961, loss_adv_gen: -171.569641, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:05:36,637 - INFO - [Train] step: 58699, loss_adv_disc: 1.297153, lr_disc: 0.000010
+2023-03-20 18:05:36,841 - INFO - [Train] step: 58699, loss_mpn: 0.025975, loss_rec: 0.073231, loss_semantic: 0.946586, loss_idmrf: 5.375506, loss_adv_gen: -210.989883, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:06:06,927 - INFO - [Train] step: 58799, loss_adv_disc: -9.184419, lr_disc: 0.000010
+2023-03-20 18:06:07,127 - INFO - [Train] step: 58799, loss_mpn: 0.019645, loss_rec: 0.056568, loss_semantic: 0.712882, loss_idmrf: 3.837117, loss_adv_gen: -166.418152, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:06:37,158 - INFO - [Train] step: 58899, loss_adv_disc: -6.558846, lr_disc: 0.000010
+2023-03-20 18:06:37,364 - INFO - [Train] step: 58899, loss_mpn: 0.043104, loss_rec: 0.092402, loss_semantic: 0.997530, loss_idmrf: 5.856977, loss_adv_gen: -183.969482, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:07:07,651 - INFO - [Train] step: 58999, loss_adv_disc: -11.700852, lr_disc: 0.000010
+2023-03-20 18:07:07,859 - INFO - [Train] step: 58999, loss_mpn: 0.022595, loss_rec: 0.073040, loss_semantic: 0.825393, loss_idmrf: 5.929873, loss_adv_gen: -186.681641, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:08:19,663 - INFO - [Eval] step: 58999, bce: 0.080663, psnr: 23.378925, ssim: 0.810186
+2023-03-20 18:08:55,598 - INFO - [Train] step: 59099, loss_adv_disc: -2.058652, lr_disc: 0.000010
+2023-03-20 18:08:55,798 - INFO - [Train] step: 59099, loss_mpn: 0.010570, loss_rec: 0.051179, loss_semantic: 0.668222, loss_idmrf: 4.218672, loss_adv_gen: -165.483841, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:09:25,365 - INFO - [Train] step: 59199, loss_adv_disc: -2.631412, lr_disc: 0.000010
+2023-03-20 18:09:25,566 - INFO - [Train] step: 59199, loss_mpn: 0.061818, loss_rec: 0.121467, loss_semantic: 1.236032, loss_idmrf: 9.260100, loss_adv_gen: -200.157379, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:09:55,680 - INFO - [Train] step: 59299, loss_adv_disc: 0.421898, lr_disc: 0.000010
+2023-03-20 18:09:55,886 - INFO - [Train] step: 59299, loss_mpn: 0.015374, loss_rec: 0.037509, loss_semantic: 0.550456, loss_idmrf: 2.594764, loss_adv_gen: -166.884293, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:10:26,290 - INFO - [Train] step: 59399, loss_adv_disc: -0.046449, lr_disc: 0.000010
+2023-03-20 18:10:26,500 - INFO - [Train] step: 59399, loss_mpn: 0.017089, loss_rec: 0.083264, loss_semantic: 0.873902, loss_idmrf: 3.922002, loss_adv_gen: -214.612213, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:10:57,660 - INFO - [Train] step: 59499, loss_adv_disc: -1.627551, lr_disc: 0.000010
+2023-03-20 18:10:57,863 - INFO - [Train] step: 59499, loss_mpn: 0.106202, loss_rec: 0.079600, loss_semantic: 0.797202, loss_idmrf: 3.633268, loss_adv_gen: -187.609924, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:11:28,339 - INFO - [Train] step: 59599, loss_adv_disc: -2.171373, lr_disc: 0.000010
+2023-03-20 18:11:28,547 - INFO - [Train] step: 59599, loss_mpn: 0.047634, loss_rec: 0.126446, loss_semantic: 1.329629, loss_idmrf: 7.800974, loss_adv_gen: -212.064468, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:11:58,804 - INFO - [Train] step: 59699, loss_adv_disc: -2.799605, lr_disc: 0.000010
+2023-03-20 18:11:59,007 - INFO - [Train] step: 59699, loss_mpn: 0.074268, loss_rec: 0.176942, loss_semantic: 1.242503, loss_idmrf: 6.784387, loss_adv_gen: -186.123291, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:12:28,999 - INFO - [Train] step: 59799, loss_adv_disc: -7.539078, lr_disc: 0.000010
+2023-03-20 18:12:29,202 - INFO - [Train] step: 59799, loss_mpn: 0.042962, loss_rec: 0.121086, loss_semantic: 1.129470, loss_idmrf: 6.237324, loss_adv_gen: -190.420685, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:12:59,136 - INFO - [Train] step: 59899, loss_adv_disc: -0.911779, lr_disc: 0.000010
+2023-03-20 18:12:59,336 - INFO - [Train] step: 59899, loss_mpn: 0.028842, loss_rec: 0.067519, loss_semantic: 0.751693, loss_idmrf: 5.709314, loss_adv_gen: -217.497711, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:13:29,532 - INFO - [Train] step: 59999, loss_adv_disc: -7.435514, lr_disc: 0.000010
+2023-03-20 18:13:29,738 - INFO - [Train] step: 59999, loss_mpn: 0.019458, loss_rec: 0.094174, loss_semantic: 0.980877, loss_idmrf: 4.909144, loss_adv_gen: -209.603989, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:14:40,812 - INFO - [Eval] step: 59999, bce: 0.080343, psnr: 23.416496, ssim: 0.810770
+2023-03-20 18:15:17,789 - INFO - [Train] step: 60099, loss_adv_disc: -8.622551, lr_disc: 0.000010
+2023-03-20 18:15:17,988 - INFO - [Train] step: 60099, loss_mpn: 0.033264, loss_rec: 0.069055, loss_semantic: 0.828473, loss_idmrf: 6.394611, loss_adv_gen: -177.848679, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:15:48,155 - INFO - [Train] step: 60199, loss_adv_disc: 1.972115, lr_disc: 0.000010
+2023-03-20 18:15:48,362 - INFO - [Train] step: 60199, loss_mpn: 0.110800, loss_rec: 0.096187, loss_semantic: 0.894351, loss_idmrf: 6.298809, loss_adv_gen: -182.601227, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:16:18,565 - INFO - [Train] step: 60299, loss_adv_disc: -11.584443, lr_disc: 0.000010
+2023-03-20 18:16:18,770 - INFO - [Train] step: 60299, loss_mpn: 0.047358, loss_rec: 0.120066, loss_semantic: 1.113140, loss_idmrf: 5.992273, loss_adv_gen: -213.576447, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:16:49,695 - INFO - [Train] step: 60399, loss_adv_disc: 3.879540, lr_disc: 0.000010
+2023-03-20 18:16:49,899 - INFO - [Train] step: 60399, loss_mpn: 0.009984, loss_rec: 0.041541, loss_semantic: 0.561319, loss_idmrf: 2.068441, loss_adv_gen: -202.547424, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:17:20,634 - INFO - [Train] step: 60499, loss_adv_disc: 1.050590, lr_disc: 0.000010
+2023-03-20 18:17:20,837 - INFO - [Train] step: 60499, loss_mpn: 0.020718, loss_rec: 0.046167, loss_semantic: 0.612636, loss_idmrf: 4.212848, loss_adv_gen: -176.560516, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:17:50,579 - INFO - [Train] step: 60599, loss_adv_disc: -1.246631, lr_disc: 0.000010
+2023-03-20 18:17:50,782 - INFO - [Train] step: 60599, loss_mpn: 0.033064, loss_rec: 0.074631, loss_semantic: 0.831229, loss_idmrf: 4.867013, loss_adv_gen: -182.739075, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:18:20,735 - INFO - [Train] step: 60699, loss_adv_disc: -19.618782, lr_disc: 0.000010
+2023-03-20 18:18:20,942 - INFO - [Train] step: 60699, loss_mpn: 0.075267, loss_rec: 0.140292, loss_semantic: 1.351408, loss_idmrf: 8.379938, loss_adv_gen: -175.235901, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:18:51,476 - INFO - [Train] step: 60799, loss_adv_disc: -0.641394, lr_disc: 0.000010
+2023-03-20 18:18:51,682 - INFO - [Train] step: 60799, loss_mpn: 0.006609, loss_rec: 0.036060, loss_semantic: 0.535837, loss_idmrf: 1.772018, loss_adv_gen: -195.131073, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:19:21,722 - INFO - [Train] step: 60899, loss_adv_disc: -4.853901, lr_disc: 0.000010
+2023-03-20 18:19:21,929 - INFO - [Train] step: 60899, loss_mpn: 0.047861, loss_rec: 0.096982, loss_semantic: 0.983339, loss_idmrf: 8.526216, loss_adv_gen: -177.967316, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:19:52,018 - INFO - [Train] step: 60999, loss_adv_disc: -10.765313, lr_disc: 0.000010
+2023-03-20 18:19:52,224 - INFO - [Train] step: 60999, loss_mpn: 0.034897, loss_rec: 0.083872, loss_semantic: 0.826388, loss_idmrf: 4.426822, loss_adv_gen: -181.722260, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:21:03,852 - INFO - [Eval] step: 60999, bce: 0.082450, psnr: 23.452885, ssim: 0.810433
+2023-03-20 18:21:39,669 - INFO - [Train] step: 61099, loss_adv_disc: -6.647386, lr_disc: 0.000010
+2023-03-20 18:21:39,874 - INFO - [Train] step: 61099, loss_mpn: 0.045213, loss_rec: 0.114596, loss_semantic: 1.092956, loss_idmrf: 7.311567, loss_adv_gen: -196.980255, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:22:10,082 - INFO - [Train] step: 61199, loss_adv_disc: -1.631384, lr_disc: 0.000010
+2023-03-20 18:22:10,287 - INFO - [Train] step: 61199, loss_mpn: 0.015538, loss_rec: 0.051611, loss_semantic: 0.725253, loss_idmrf: 4.079392, loss_adv_gen: -188.877243, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:22:41,042 - INFO - [Train] step: 61299, loss_adv_disc: -0.031724, lr_disc: 0.000010
+2023-03-20 18:22:41,253 - INFO - [Train] step: 61299, loss_mpn: 0.025249, loss_rec: 0.064371, loss_semantic: 0.844826, loss_idmrf: 5.962155, loss_adv_gen: -168.915833, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:23:12,125 - INFO - [Train] step: 61399, loss_adv_disc: -0.384564, lr_disc: 0.000010
+2023-03-20 18:23:12,329 - INFO - [Train] step: 61399, loss_mpn: 0.017032, loss_rec: 0.044288, loss_semantic: 0.707909, loss_idmrf: 2.765483, loss_adv_gen: -186.589813, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:23:42,728 - INFO - [Train] step: 61499, loss_adv_disc: -4.290774, lr_disc: 0.000010
+2023-03-20 18:23:42,933 - INFO - [Train] step: 61499, loss_mpn: 0.043241, loss_rec: 0.074323, loss_semantic: 0.805808, loss_idmrf: 3.648417, loss_adv_gen: -206.955704, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:24:13,048 - INFO - [Train] step: 61599, loss_adv_disc: 1.644130, lr_disc: 0.000010
+2023-03-20 18:24:13,252 - INFO - [Train] step: 61599, loss_mpn: 0.038198, loss_rec: 0.098813, loss_semantic: 0.907637, loss_idmrf: 5.486580, loss_adv_gen: -205.972946, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:24:43,296 - INFO - [Train] step: 61699, loss_adv_disc: 2.962895, lr_disc: 0.000010
+2023-03-20 18:24:43,496 - INFO - [Train] step: 61699, loss_mpn: 0.008252, loss_rec: 0.052987, loss_semantic: 0.688256, loss_idmrf: 2.493912, loss_adv_gen: -233.464096, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:25:13,682 - INFO - [Train] step: 61799, loss_adv_disc: -0.677978, lr_disc: 0.000010
+2023-03-20 18:25:13,890 - INFO - [Train] step: 61799, loss_mpn: 0.024464, loss_rec: 0.066508, loss_semantic: 0.831651, loss_idmrf: 5.597703, loss_adv_gen: -175.798889, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:25:43,921 - INFO - [Train] step: 61899, loss_adv_disc: -1.900625, lr_disc: 0.000010
+2023-03-20 18:25:44,128 - INFO - [Train] step: 61899, loss_mpn: 0.018679, loss_rec: 0.053487, loss_semantic: 0.722381, loss_idmrf: 3.581870, loss_adv_gen: -203.394592, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:26:13,920 - INFO - [Train] step: 61999, loss_adv_disc: -1.224978, lr_disc: 0.000010
+2023-03-20 18:26:14,121 - INFO - [Train] step: 61999, loss_mpn: 0.019190, loss_rec: 0.050932, loss_semantic: 0.683499, loss_idmrf: 3.100960, loss_adv_gen: -208.247116, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:27:25,496 - INFO - [Eval] step: 61999, bce: 0.081927, psnr: 23.401104, ssim: 0.810453
+2023-03-20 18:28:01,464 - INFO - [Train] step: 62099, loss_adv_disc: -4.698168, lr_disc: 0.000010
+2023-03-20 18:28:01,664 - INFO - [Train] step: 62099, loss_mpn: 0.025756, loss_rec: 0.088498, loss_semantic: 0.923632, loss_idmrf: 6.817111, loss_adv_gen: -157.272675, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:28:32,619 - INFO - [Train] step: 62199, loss_adv_disc: 3.257241, lr_disc: 0.000010
+2023-03-20 18:28:32,839 - INFO - [Train] step: 62199, loss_mpn: 0.025219, loss_rec: 0.048920, loss_semantic: 0.584487, loss_idmrf: 2.747792, loss_adv_gen: -194.502304, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:29:04,746 - INFO - [Train] step: 62299, loss_adv_disc: 1.350488, lr_disc: 0.000010
+2023-03-20 18:29:04,945 - INFO - [Train] step: 62299, loss_mpn: 0.037127, loss_rec: 0.039613, loss_semantic: 0.575289, loss_idmrf: 2.401835, loss_adv_gen: -197.603775, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:29:35,136 - INFO - [Train] step: 62399, loss_adv_disc: 0.265275, lr_disc: 0.000010
+2023-03-20 18:29:35,341 - INFO - [Train] step: 62399, loss_mpn: 0.036541, loss_rec: 0.068492, loss_semantic: 0.840679, loss_idmrf: 5.033001, loss_adv_gen: -200.580109, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:30:05,679 - INFO - [Train] step: 62499, loss_adv_disc: -8.924188, lr_disc: 0.000010
+2023-03-20 18:30:05,886 - INFO - [Train] step: 62499, loss_mpn: 0.042473, loss_rec: 0.074523, loss_semantic: 0.833138, loss_idmrf: 5.095896, loss_adv_gen: -149.736267, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:30:36,210 - INFO - [Train] step: 62599, loss_adv_disc: 4.551363, lr_disc: 0.000010
+2023-03-20 18:30:36,410 - INFO - [Train] step: 62599, loss_mpn: 0.037882, loss_rec: 0.058801, loss_semantic: 0.749439, loss_idmrf: 4.002755, loss_adv_gen: -183.363968, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:31:06,426 - INFO - [Train] step: 62699, loss_adv_disc: -3.804719, lr_disc: 0.000010
+2023-03-20 18:31:06,636 - INFO - [Train] step: 62699, loss_mpn: 0.011542, loss_rec: 0.053514, loss_semantic: 0.644227, loss_idmrf: 4.216742, loss_adv_gen: -163.760330, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:31:36,704 - INFO - [Train] step: 62799, loss_adv_disc: -0.874308, lr_disc: 0.000010
+2023-03-20 18:31:36,908 - INFO - [Train] step: 62799, loss_mpn: 0.059345, loss_rec: 0.082034, loss_semantic: 0.878102, loss_idmrf: 6.660732, loss_adv_gen: -180.386932, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:32:07,108 - INFO - [Train] step: 62899, loss_adv_disc: -2.347794, lr_disc: 0.000010
+2023-03-20 18:32:07,315 - INFO - [Train] step: 62899, loss_mpn: 0.036816, loss_rec: 0.083900, loss_semantic: 0.918036, loss_idmrf: 7.314620, loss_adv_gen: -183.009064, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:32:37,290 - INFO - [Train] step: 62999, loss_adv_disc: 1.408355, lr_disc: 0.000010
+2023-03-20 18:32:37,493 - INFO - [Train] step: 62999, loss_mpn: 0.054867, loss_rec: 0.097854, loss_semantic: 0.947053, loss_idmrf: 5.602778, loss_adv_gen: -199.126740, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:33:47,862 - INFO - [Eval] step: 62999, bce: 0.081415, psnr: 23.347639, ssim: 0.809742
+2023-03-20 18:34:23,964 - INFO - [Train] step: 63099, loss_adv_disc: -0.826505, lr_disc: 0.000010
+2023-03-20 18:34:24,173 - INFO - [Train] step: 63099, loss_mpn: 0.049460, loss_rec: 0.074456, loss_semantic: 0.888899, loss_idmrf: 6.150849, loss_adv_gen: -168.858185, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:34:56,033 - INFO - [Train] step: 63199, loss_adv_disc: -5.567476, lr_disc: 0.000010
+2023-03-20 18:34:56,242 - INFO - [Train] step: 63199, loss_mpn: 0.020936, loss_rec: 0.062730, loss_semantic: 0.707538, loss_idmrf: 3.189549, loss_adv_gen: -196.848679, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:35:27,313 - INFO - [Train] step: 63299, loss_adv_disc: 3.996775, lr_disc: 0.000010
+2023-03-20 18:35:27,513 - INFO - [Train] step: 63299, loss_mpn: 0.013364, loss_rec: 0.036601, loss_semantic: 0.564327, loss_idmrf: 1.878073, loss_adv_gen: -219.475677, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:35:57,937 - INFO - [Train] step: 63399, loss_adv_disc: 0.377540, lr_disc: 0.000010
+2023-03-20 18:35:58,145 - INFO - [Train] step: 63399, loss_mpn: 0.038400, loss_rec: 0.083456, loss_semantic: 0.908305, loss_idmrf: 4.904274, loss_adv_gen: -173.878174, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:36:28,347 - INFO - [Train] step: 63499, loss_adv_disc: -3.263671, lr_disc: 0.000010
+2023-03-20 18:36:28,550 - INFO - [Train] step: 63499, loss_mpn: 0.020533, loss_rec: 0.063067, loss_semantic: 0.845793, loss_idmrf: 4.668883, loss_adv_gen: -163.205566, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:36:58,866 - INFO - [Train] step: 63599, loss_adv_disc: -2.058170, lr_disc: 0.000010
+2023-03-20 18:36:59,070 - INFO - [Train] step: 63599, loss_mpn: 0.040840, loss_rec: 0.093793, loss_semantic: 0.881596, loss_idmrf: 4.570233, loss_adv_gen: -212.928818, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:37:29,273 - INFO - [Train] step: 63699, loss_adv_disc: -1.014796, lr_disc: 0.000010
+2023-03-20 18:37:29,480 - INFO - [Train] step: 63699, loss_mpn: 0.011582, loss_rec: 0.044916, loss_semantic: 0.633513, loss_idmrf: 2.397869, loss_adv_gen: -192.200623, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:37:59,663 - INFO - [Train] step: 63799, loss_adv_disc: -0.683356, lr_disc: 0.000010
+2023-03-20 18:37:59,868 - INFO - [Train] step: 63799, loss_mpn: 0.008627, loss_rec: 0.047030, loss_semantic: 0.639441, loss_idmrf: 2.767360, loss_adv_gen: -163.896317, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:38:30,314 - INFO - [Train] step: 63899, loss_adv_disc: -6.980753, lr_disc: 0.000010
+2023-03-20 18:38:30,515 - INFO - [Train] step: 63899, loss_mpn: 0.056398, loss_rec: 0.134641, loss_semantic: 1.248900, loss_idmrf: 6.887854, loss_adv_gen: -230.835632, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:39:00,748 - INFO - [Train] step: 63999, loss_adv_disc: -8.642193, lr_disc: 0.000010
+2023-03-20 18:39:00,952 - INFO - [Train] step: 63999, loss_mpn: 0.020089, loss_rec: 0.069039, loss_semantic: 0.805867, loss_idmrf: 4.459010, loss_adv_gen: -187.143158, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:40:12,500 - INFO - [Eval] step: 63999, bce: 0.079763, psnr: 23.477768, ssim: 0.809389
+2023-03-20 18:40:49,862 - INFO - [Train] step: 64099, loss_adv_disc: -1.036700, lr_disc: 0.000010
+2023-03-20 18:40:50,066 - INFO - [Train] step: 64099, loss_mpn: 0.010254, loss_rec: 0.050773, loss_semantic: 0.668371, loss_idmrf: 3.028447, loss_adv_gen: -185.813354, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:41:20,776 - INFO - [Train] step: 64199, loss_adv_disc: 0.798670, lr_disc: 0.000010
+2023-03-20 18:41:20,980 - INFO - [Train] step: 64199, loss_mpn: 0.034485, loss_rec: 0.057781, loss_semantic: 0.638194, loss_idmrf: 4.554552, loss_adv_gen: -177.289627, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:41:51,047 - INFO - [Train] step: 64299, loss_adv_disc: -5.164190, lr_disc: 0.000010
+2023-03-20 18:41:51,249 - INFO - [Train] step: 64299, loss_mpn: 0.061704, loss_rec: 0.097470, loss_semantic: 1.008116, loss_idmrf: 7.178382, loss_adv_gen: -183.386887, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:42:21,149 - INFO - [Train] step: 64399, loss_adv_disc: -6.030027, lr_disc: 0.000010
+2023-03-20 18:42:21,356 - INFO - [Train] step: 64399, loss_mpn: 0.033609, loss_rec: 0.082604, loss_semantic: 0.906358, loss_idmrf: 5.662547, loss_adv_gen: -177.757751, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:42:51,485 - INFO - [Train] step: 64499, loss_adv_disc: 1.234991, lr_disc: 0.000010
+2023-03-20 18:42:51,689 - INFO - [Train] step: 64499, loss_mpn: 0.011004, loss_rec: 0.032268, loss_semantic: 0.532774, loss_idmrf: 1.790397, loss_adv_gen: -212.468842, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:43:21,841 - INFO - [Train] step: 64599, loss_adv_disc: -6.792526, lr_disc: 0.000010
+2023-03-20 18:43:22,043 - INFO - [Train] step: 64599, loss_mpn: 0.024149, loss_rec: 0.084154, loss_semantic: 0.893912, loss_idmrf: 3.440636, loss_adv_gen: -205.040985, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:43:51,846 - INFO - [Train] step: 64699, loss_adv_disc: 1.596412, lr_disc: 0.000010
+2023-03-20 18:43:52,051 - INFO - [Train] step: 64699, loss_mpn: 0.024511, loss_rec: 0.088752, loss_semantic: 0.899736, loss_idmrf: 6.460336, loss_adv_gen: -198.844803, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:44:22,190 - INFO - [Train] step: 64799, loss_adv_disc: -8.470135, lr_disc: 0.000010
+2023-03-20 18:44:22,394 - INFO - [Train] step: 64799, loss_mpn: 0.020948, loss_rec: 0.085958, loss_semantic: 0.862070, loss_idmrf: 3.818016, loss_adv_gen: -222.905273, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:44:52,679 - INFO - [Train] step: 64899, loss_adv_disc: 2.755540, lr_disc: 0.000010
+2023-03-20 18:44:52,877 - INFO - [Train] step: 64899, loss_mpn: 0.003765, loss_rec: 0.031360, loss_semantic: 0.508551, loss_idmrf: 1.178813, loss_adv_gen: -206.685074, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:45:22,885 - INFO - [Train] step: 64999, loss_adv_disc: -8.025859, lr_disc: 0.000010
+2023-03-20 18:45:23,096 - INFO - [Train] step: 64999, loss_mpn: 0.038153, loss_rec: 0.086616, loss_semantic: 1.078043, loss_idmrf: 7.056621, loss_adv_gen: -180.367020, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:46:34,364 - INFO - [Eval] step: 64999, bce: 0.080012, psnr: 23.410582, ssim: 0.809577
+2023-03-20 18:47:12,830 - INFO - [Train] step: 65099, loss_adv_disc: -0.134330, lr_disc: 0.000010
+2023-03-20 18:47:13,032 - INFO - [Train] step: 65099, loss_mpn: 0.023244, loss_rec: 0.077105, loss_semantic: 0.884015, loss_idmrf: 4.750745, loss_adv_gen: -220.463379, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:47:42,997 - INFO - [Train] step: 65199, loss_adv_disc: 1.770980, lr_disc: 0.000010
+2023-03-20 18:47:43,201 - INFO - [Train] step: 65199, loss_mpn: 0.014660, loss_rec: 0.050335, loss_semantic: 0.588647, loss_idmrf: 3.375913, loss_adv_gen: -177.713562, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:48:13,943 - INFO - [Train] step: 65299, loss_adv_disc: -0.848276, lr_disc: 0.000010
+2023-03-20 18:48:14,150 - INFO - [Train] step: 65299, loss_mpn: 0.022186, loss_rec: 0.051786, loss_semantic: 0.685889, loss_idmrf: 3.336959, loss_adv_gen: -195.202026, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:48:44,469 - INFO - [Train] step: 65399, loss_adv_disc: 3.007010, lr_disc: 0.000010
+2023-03-20 18:48:44,676 - INFO - [Train] step: 65399, loss_mpn: 0.035585, loss_rec: 0.043219, loss_semantic: 0.649392, loss_idmrf: 3.040101, loss_adv_gen: -171.293762, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:49:15,027 - INFO - [Train] step: 65499, loss_adv_disc: -10.939060, lr_disc: 0.000010
+2023-03-20 18:49:15,229 - INFO - [Train] step: 65499, loss_mpn: 0.096368, loss_rec: 0.143232, loss_semantic: 1.384727, loss_idmrf: 9.837173, loss_adv_gen: -185.677338, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:49:45,523 - INFO - [Train] step: 65599, loss_adv_disc: -0.734205, lr_disc: 0.000010
+2023-03-20 18:49:45,723 - INFO - [Train] step: 65599, loss_mpn: 0.025681, loss_rec: 0.071809, loss_semantic: 0.806203, loss_idmrf: 4.516713, loss_adv_gen: -193.936401, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:50:16,282 - INFO - [Train] step: 65699, loss_adv_disc: -7.062758, lr_disc: 0.000010
+2023-03-20 18:50:16,486 - INFO - [Train] step: 65699, loss_mpn: 0.064952, loss_rec: 0.114488, loss_semantic: 1.257807, loss_idmrf: 9.317228, loss_adv_gen: -159.222717, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:50:46,599 - INFO - [Train] step: 65799, loss_adv_disc: 0.131069, lr_disc: 0.000010
+2023-03-20 18:50:46,806 - INFO - [Train] step: 65799, loss_mpn: 0.025429, loss_rec: 0.065135, loss_semantic: 0.785485, loss_idmrf: 3.461882, loss_adv_gen: -186.290436, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:51:17,411 - INFO - [Train] step: 65899, loss_adv_disc: -7.677283, lr_disc: 0.000010
+2023-03-20 18:51:17,614 - INFO - [Train] step: 65899, loss_mpn: 0.034385, loss_rec: 0.095998, loss_semantic: 0.994957, loss_idmrf: 5.174411, loss_adv_gen: -191.930756, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:51:47,495 - INFO - [Train] step: 65999, loss_adv_disc: -7.898869, lr_disc: 0.000010
+2023-03-20 18:51:47,696 - INFO - [Train] step: 65999, loss_mpn: 0.012239, loss_rec: 0.060850, loss_semantic: 0.661217, loss_idmrf: 2.549588, loss_adv_gen: -191.018936, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:53:02,591 - INFO - [Eval] step: 65999, bce: 0.080288, psnr: 23.437237, ssim: 0.808260
+2023-03-20 18:53:38,944 - INFO - [Train] step: 66099, loss_adv_disc: -6.472442, lr_disc: 0.000010
+2023-03-20 18:53:39,147 - INFO - [Train] step: 66099, loss_mpn: 0.040790, loss_rec: 0.097166, loss_semantic: 1.032826, loss_idmrf: 5.696755, loss_adv_gen: -185.739471, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:54:09,472 - INFO - [Train] step: 66199, loss_adv_disc: 1.163358, lr_disc: 0.000010
+2023-03-20 18:54:09,679 - INFO - [Train] step: 66199, loss_mpn: 0.007639, loss_rec: 0.050641, loss_semantic: 0.688063, loss_idmrf: 2.384590, loss_adv_gen: -196.106384, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:54:39,816 - INFO - [Train] step: 66299, loss_adv_disc: -0.885067, lr_disc: 0.000010
+2023-03-20 18:54:40,022 - INFO - [Train] step: 66299, loss_mpn: 0.056645, loss_rec: 0.082283, loss_semantic: 1.092280, loss_idmrf: 5.226404, loss_adv_gen: -200.711792, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:55:10,328 - INFO - [Train] step: 66399, loss_adv_disc: -2.679329, lr_disc: 0.000010
+2023-03-20 18:55:10,534 - INFO - [Train] step: 66399, loss_mpn: 0.020565, loss_rec: 0.073794, loss_semantic: 0.871282, loss_idmrf: 6.940287, loss_adv_gen: -184.604156, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:55:40,679 - INFO - [Train] step: 66499, loss_adv_disc: -4.778393, lr_disc: 0.000010
+2023-03-20 18:55:40,884 - INFO - [Train] step: 66499, loss_mpn: 0.068465, loss_rec: 0.122098, loss_semantic: 1.202985, loss_idmrf: 7.815847, loss_adv_gen: -206.501953, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:56:11,094 - INFO - [Train] step: 66599, loss_adv_disc: 0.766855, lr_disc: 0.000010
+2023-03-20 18:56:11,301 - INFO - [Train] step: 66599, loss_mpn: 0.021986, loss_rec: 0.051604, loss_semantic: 0.649747, loss_idmrf: 3.147396, loss_adv_gen: -195.979645, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:56:41,410 - INFO - [Train] step: 66699, loss_adv_disc: -0.961631, lr_disc: 0.000010
+2023-03-20 18:56:41,613 - INFO - [Train] step: 66699, loss_mpn: 0.007956, loss_rec: 0.052756, loss_semantic: 0.622028, loss_idmrf: 2.065935, loss_adv_gen: -198.673035, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:57:11,802 - INFO - [Train] step: 66799, loss_adv_disc: -3.635304, lr_disc: 0.000010
+2023-03-20 18:57:12,008 - INFO - [Train] step: 66799, loss_mpn: 0.045144, loss_rec: 0.067295, loss_semantic: 0.987017, loss_idmrf: 7.069441, loss_adv_gen: -163.511383, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:57:42,210 - INFO - [Train] step: 66899, loss_adv_disc: -0.290234, lr_disc: 0.000010
+2023-03-20 18:57:42,415 - INFO - [Train] step: 66899, loss_mpn: 0.045397, loss_rec: 0.070413, loss_semantic: 0.790941, loss_idmrf: 4.123821, loss_adv_gen: -200.896057, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:58:12,580 - INFO - [Train] step: 66999, loss_adv_disc: -11.944852, lr_disc: 0.000010
+2023-03-20 18:58:12,786 - INFO - [Train] step: 66999, loss_mpn: 0.047107, loss_rec: 0.098196, loss_semantic: 1.034353, loss_idmrf: 6.905602, loss_adv_gen: -184.886215, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:59:29,142 - INFO - [Eval] step: 66999, bce: 0.083669, psnr: 23.377272, ssim: 0.809385
+2023-03-20 19:00:04,820 - INFO - [Train] step: 67099, loss_adv_disc: -4.000802, lr_disc: 0.000010
+2023-03-20 19:00:05,025 - INFO - [Train] step: 67099, loss_mpn: 0.030135, loss_rec: 0.086634, loss_semantic: 0.979764, loss_idmrf: 5.713416, loss_adv_gen: -208.752197, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:00:35,101 - INFO - [Train] step: 67199, loss_adv_disc: -7.414480, lr_disc: 0.000010
+2023-03-20 19:00:35,308 - INFO - [Train] step: 67199, loss_mpn: 0.031953, loss_rec: 0.086009, loss_semantic: 0.872400, loss_idmrf: 4.590529, loss_adv_gen: -188.492386, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:01:05,563 - INFO - [Train] step: 67299, loss_adv_disc: 5.559686, lr_disc: 0.000010
+2023-03-20 19:01:05,767 - INFO - [Train] step: 67299, loss_mpn: 0.011524, loss_rec: 0.055785, loss_semantic: 0.598127, loss_idmrf: 1.671853, loss_adv_gen: -207.939667, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:01:36,083 - INFO - [Train] step: 67399, loss_adv_disc: 4.351682, lr_disc: 0.000010
+2023-03-20 19:01:36,286 - INFO - [Train] step: 67399, loss_mpn: 0.017398, loss_rec: 0.038539, loss_semantic: 0.626127, loss_idmrf: 2.546858, loss_adv_gen: -200.814453, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:02:06,174 - INFO - [Train] step: 67499, loss_adv_disc: 2.435711, lr_disc: 0.000010
+2023-03-20 19:02:06,374 - INFO - [Train] step: 67499, loss_mpn: 0.009995, loss_rec: 0.026109, loss_semantic: 0.411954, loss_idmrf: 0.774875, loss_adv_gen: -183.624420, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:02:36,537 - INFO - [Train] step: 67599, loss_adv_disc: 1.971859, lr_disc: 0.000010
+2023-03-20 19:02:36,745 - INFO - [Train] step: 67599, loss_mpn: 0.003696, loss_rec: 0.028088, loss_semantic: 0.409448, loss_idmrf: 1.364006, loss_adv_gen: -212.128510, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:03:06,552 - INFO - [Train] step: 67699, loss_adv_disc: 1.478266, lr_disc: 0.000010
+2023-03-20 19:03:06,756 - INFO - [Train] step: 67699, loss_mpn: 0.023394, loss_rec: 0.062599, loss_semantic: 0.779661, loss_idmrf: 4.134460, loss_adv_gen: -176.113358, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:03:36,914 - INFO - [Train] step: 67799, loss_adv_disc: -1.429809, lr_disc: 0.000010
+2023-03-20 19:03:37,120 - INFO - [Train] step: 67799, loss_mpn: 0.007790, loss_rec: 0.048835, loss_semantic: 0.663278, loss_idmrf: 2.658626, loss_adv_gen: -206.244278, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:04:07,535 - INFO - [Train] step: 67899, loss_adv_disc: -14.450491, lr_disc: 0.000010
+2023-03-20 19:04:07,738 - INFO - [Train] step: 67899, loss_mpn: 0.036731, loss_rec: 0.123027, loss_semantic: 1.049200, loss_idmrf: 6.315413, loss_adv_gen: -180.723465, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:04:38,652 - INFO - [Train] step: 67999, loss_adv_disc: -3.115988, lr_disc: 0.000010
+2023-03-20 19:04:38,871 - INFO - [Train] step: 67999, loss_mpn: 0.055206, loss_rec: 0.096598, loss_semantic: 1.104308, loss_idmrf: 8.369443, loss_adv_gen: -188.100388, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:05:53,161 - INFO - [Eval] step: 67999, bce: 0.081719, psnr: 23.502007, ssim: 0.812441
+2023-03-20 19:06:29,127 - INFO - [Train] step: 68099, loss_adv_disc: -0.778262, lr_disc: 0.000010
+2023-03-20 19:06:29,325 - INFO - [Train] step: 68099, loss_mpn: 0.020014, loss_rec: 0.075940, loss_semantic: 0.945780, loss_idmrf: 5.363222, loss_adv_gen: -170.742035, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:06:59,520 - INFO - [Train] step: 68199, loss_adv_disc: 1.643350, lr_disc: 0.000010
+2023-03-20 19:06:59,728 - INFO - [Train] step: 68199, loss_mpn: 0.015540, loss_rec: 0.046051, loss_semantic: 0.646679, loss_idmrf: 3.481208, loss_adv_gen: -206.860992, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:07:29,597 - INFO - [Train] step: 68299, loss_adv_disc: -5.928596, lr_disc: 0.000010
+2023-03-20 19:07:29,801 - INFO - [Train] step: 68299, loss_mpn: 0.059350, loss_rec: 0.087415, loss_semantic: 0.970427, loss_idmrf: 6.245040, loss_adv_gen: -173.942795, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:07:59,978 - INFO - [Train] step: 68399, loss_adv_disc: 3.514119, lr_disc: 0.000010
+2023-03-20 19:08:00,182 - INFO - [Train] step: 68399, loss_mpn: 0.011364, loss_rec: 0.047498, loss_semantic: 0.592608, loss_idmrf: 1.804443, loss_adv_gen: -206.959656, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:08:30,237 - INFO - [Train] step: 68499, loss_adv_disc: -3.264679, lr_disc: 0.000010
+2023-03-20 19:08:30,444 - INFO - [Train] step: 68499, loss_mpn: 0.030171, loss_rec: 0.059072, loss_semantic: 0.659652, loss_idmrf: 3.630920, loss_adv_gen: -189.291962, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:09:00,459 - INFO - [Train] step: 68599, loss_adv_disc: -1.710269, lr_disc: 0.000010
+2023-03-20 19:09:00,660 - INFO - [Train] step: 68599, loss_mpn: 0.020979, loss_rec: 0.071012, loss_semantic: 0.791468, loss_idmrf: 4.986073, loss_adv_gen: -176.877884, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:09:31,282 - INFO - [Train] step: 68699, loss_adv_disc: -2.409875, lr_disc: 0.000010
+2023-03-20 19:09:31,489 - INFO - [Train] step: 68699, loss_mpn: 0.077042, loss_rec: 0.146567, loss_semantic: 1.210016, loss_idmrf: 8.854406, loss_adv_gen: -186.813049, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:10:01,783 - INFO - [Train] step: 68799, loss_adv_disc: -3.533567, lr_disc: 0.000010
+2023-03-20 19:10:01,990 - INFO - [Train] step: 68799, loss_mpn: 0.014691, loss_rec: 0.053840, loss_semantic: 0.620350, loss_idmrf: 3.014348, loss_adv_gen: -190.462296, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:10:32,252 - INFO - [Train] step: 68899, loss_adv_disc: 3.885378, lr_disc: 0.000010
+2023-03-20 19:10:32,473 - INFO - [Train] step: 68899, loss_mpn: 0.033585, loss_rec: 0.070051, loss_semantic: 0.811903, loss_idmrf: 3.958989, loss_adv_gen: -208.412354, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:11:04,605 - INFO - [Train] step: 68999, loss_adv_disc: -6.466600, lr_disc: 0.000010
+2023-03-20 19:11:04,820 - INFO - [Train] step: 68999, loss_mpn: 0.039721, loss_rec: 0.074277, loss_semantic: 0.889233, loss_idmrf: 6.043141, loss_adv_gen: -150.729507, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:12:17,295 - INFO - [Eval] step: 68999, bce: 0.080364, psnr: 23.514303, ssim: 0.810612
+2023-03-20 19:12:52,972 - INFO - [Train] step: 69099, loss_adv_disc: -3.980314, lr_disc: 0.000010
+2023-03-20 19:12:53,179 - INFO - [Train] step: 69099, loss_mpn: 0.048017, loss_rec: 0.107597, loss_semantic: 1.064983, loss_idmrf: 6.193434, loss_adv_gen: -188.421478, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:13:23,176 - INFO - [Train] step: 69199, loss_adv_disc: -8.170076, lr_disc: 0.000010
+2023-03-20 19:13:23,381 - INFO - [Train] step: 69199, loss_mpn: 0.055765, loss_rec: 0.094659, loss_semantic: 1.043930, loss_idmrf: 8.137227, loss_adv_gen: -193.312195, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:13:53,301 - INFO - [Train] step: 69299, loss_adv_disc: -2.102247, lr_disc: 0.000010
+2023-03-20 19:13:53,504 - INFO - [Train] step: 69299, loss_mpn: 0.031241, loss_rec: 0.056152, loss_semantic: 0.740001, loss_idmrf: 4.812043, loss_adv_gen: -181.685547, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:14:23,758 - INFO - [Train] step: 69399, loss_adv_disc: -9.953194, lr_disc: 0.000010
+2023-03-20 19:14:23,963 - INFO - [Train] step: 69399, loss_mpn: 0.033210, loss_rec: 0.095357, loss_semantic: 0.891342, loss_idmrf: 6.541953, loss_adv_gen: -186.206299, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:14:54,320 - INFO - [Train] step: 69499, loss_adv_disc: 4.519801, lr_disc: 0.000010
+2023-03-20 19:14:54,527 - INFO - [Train] step: 69499, loss_mpn: 0.047925, loss_rec: 0.061407, loss_semantic: 0.782795, loss_idmrf: 5.572553, loss_adv_gen: -164.243652, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:15:25,397 - INFO - [Train] step: 69599, loss_adv_disc: -6.072401, lr_disc: 0.000010
+2023-03-20 19:15:25,602 - INFO - [Train] step: 69599, loss_mpn: 0.027492, loss_rec: 0.076100, loss_semantic: 0.937384, loss_idmrf: 6.658787, loss_adv_gen: -175.144684, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:15:55,841 - INFO - [Train] step: 69699, loss_adv_disc: -3.724646, lr_disc: 0.000010
+2023-03-20 19:15:56,046 - INFO - [Train] step: 69699, loss_mpn: 0.016967, loss_rec: 0.055549, loss_semantic: 0.741574, loss_idmrf: 3.551925, loss_adv_gen: -197.202728, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:16:26,059 - INFO - [Train] step: 69799, loss_adv_disc: -1.111897, lr_disc: 0.000010
+2023-03-20 19:16:26,265 - INFO - [Train] step: 69799, loss_mpn: 0.022409, loss_rec: 0.072876, loss_semantic: 0.750760, loss_idmrf: 3.727715, loss_adv_gen: -206.681458, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:16:58,121 - INFO - [Train] step: 69899, loss_adv_disc: -3.510943, lr_disc: 0.000010
+2023-03-20 19:16:58,332 - INFO - [Train] step: 69899, loss_mpn: 0.040142, loss_rec: 0.075933, loss_semantic: 0.812404, loss_idmrf: 4.787624, loss_adv_gen: -185.002563, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:17:29,906 - INFO - [Train] step: 69999, loss_adv_disc: -0.468901, lr_disc: 0.000010
+2023-03-20 19:17:30,114 - INFO - [Train] step: 69999, loss_mpn: 0.004734, loss_rec: 0.031065, loss_semantic: 0.538935, loss_idmrf: 1.636025, loss_adv_gen: -203.430817, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:18:40,775 - INFO - [Eval] step: 69999, bce: 0.080313, psnr: 23.460041, ssim: 0.810369
+2023-03-20 19:19:16,709 - INFO - [Train] step: 70099, loss_adv_disc: -2.546324, lr_disc: 0.000010
+2023-03-20 19:19:16,907 - INFO - [Train] step: 70099, loss_mpn: 0.024154, loss_rec: 0.075295, loss_semantic: 0.795490, loss_idmrf: 4.824136, loss_adv_gen: -190.469833, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:19:46,767 - INFO - [Train] step: 70199, loss_adv_disc: -2.451246, lr_disc: 0.000010
+2023-03-20 19:19:46,972 - INFO - [Train] step: 70199, loss_mpn: 0.032612, loss_rec: 0.092227, loss_semantic: 0.941129, loss_idmrf: 4.785968, loss_adv_gen: -197.591461, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:20:17,103 - INFO - [Train] step: 70299, loss_adv_disc: -6.447824, lr_disc: 0.000010
+2023-03-20 19:20:17,305 - INFO - [Train] step: 70299, loss_mpn: 0.054154, loss_rec: 0.075866, loss_semantic: 0.859820, loss_idmrf: 4.790360, loss_adv_gen: -200.076553, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:20:48,013 - INFO - [Train] step: 70399, loss_adv_disc: -8.516741, lr_disc: 0.000010
+2023-03-20 19:20:48,217 - INFO - [Train] step: 70399, loss_mpn: 0.015998, loss_rec: 0.073498, loss_semantic: 0.823108, loss_idmrf: 4.678867, loss_adv_gen: -175.795441, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:21:18,247 - INFO - [Train] step: 70499, loss_adv_disc: -1.503122, lr_disc: 0.000010
+2023-03-20 19:21:18,455 - INFO - [Train] step: 70499, loss_mpn: 0.048420, loss_rec: 0.082418, loss_semantic: 1.028375, loss_idmrf: 7.433118, loss_adv_gen: -187.555161, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:21:48,657 - INFO - [Train] step: 70599, loss_adv_disc: 1.651141, lr_disc: 0.000010
+2023-03-20 19:21:48,863 - INFO - [Train] step: 70599, loss_mpn: 0.020130, loss_rec: 0.060162, loss_semantic: 0.651697, loss_idmrf: 3.767245, loss_adv_gen: -199.423203, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:22:18,990 - INFO - [Train] step: 70699, loss_adv_disc: -6.806202, lr_disc: 0.000010
+2023-03-20 19:22:19,191 - INFO - [Train] step: 70699, loss_mpn: 0.021554, loss_rec: 0.081113, loss_semantic: 0.888032, loss_idmrf: 3.793216, loss_adv_gen: -218.246216, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:22:49,636 - INFO - [Train] step: 70799, loss_adv_disc: -10.130190, lr_disc: 0.000010
+2023-03-20 19:22:49,834 - INFO - [Train] step: 70799, loss_mpn: 0.025738, loss_rec: 0.097625, loss_semantic: 0.868790, loss_idmrf: 4.081075, loss_adv_gen: -203.388916, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:23:21,035 - INFO - [Train] step: 70899, loss_adv_disc: 3.962252, lr_disc: 0.000010
+2023-03-20 19:23:21,235 - INFO - [Train] step: 70899, loss_mpn: 0.003574, loss_rec: 0.030568, loss_semantic: 0.487600, loss_idmrf: 0.866277, loss_adv_gen: -199.751801, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:23:51,823 - INFO - [Train] step: 70999, loss_adv_disc: -5.992877, lr_disc: 0.000010
+2023-03-20 19:23:52,026 - INFO - [Train] step: 70999, loss_mpn: 0.031665, loss_rec: 0.074754, loss_semantic: 0.785469, loss_idmrf: 8.335861, loss_adv_gen: -166.450699, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:25:02,051 - INFO - [Eval] step: 70999, bce: 0.082684, psnr: 23.536615, ssim: 0.813524
+2023-03-20 19:25:38,077 - INFO - [Train] step: 71099, loss_adv_disc: 1.290727, lr_disc: 0.000010
+2023-03-20 19:25:38,286 - INFO - [Train] step: 71099, loss_mpn: 0.023494, loss_rec: 0.076404, loss_semantic: 0.910470, loss_idmrf: 4.502770, loss_adv_gen: -203.232407, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:26:08,376 - INFO - [Train] step: 71199, loss_adv_disc: -10.500763, lr_disc: 0.000010
+2023-03-20 19:26:08,580 - INFO - [Train] step: 71199, loss_mpn: 0.074177, loss_rec: 0.136446, loss_semantic: 1.272591, loss_idmrf: 9.598082, loss_adv_gen: -186.671844, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:26:39,096 - INFO - [Train] step: 71299, loss_adv_disc: -7.056862, lr_disc: 0.000010
+2023-03-20 19:26:39,296 - INFO - [Train] step: 71299, loss_mpn: 0.043356, loss_rec: 0.076254, loss_semantic: 0.811707, loss_idmrf: 6.332749, loss_adv_gen: -146.856705, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:27:09,779 - INFO - [Train] step: 71399, loss_adv_disc: -9.460880, lr_disc: 0.000010
+2023-03-20 19:27:09,983 - INFO - [Train] step: 71399, loss_mpn: 0.035214, loss_rec: 0.089887, loss_semantic: 0.875308, loss_idmrf: 5.732393, loss_adv_gen: -166.856140, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:27:40,183 - INFO - [Train] step: 71499, loss_adv_disc: 2.247801, lr_disc: 0.000010
+2023-03-20 19:27:40,391 - INFO - [Train] step: 71499, loss_mpn: 0.023459, loss_rec: 0.073605, loss_semantic: 0.948130, loss_idmrf: 5.118484, loss_adv_gen: -191.840393, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:28:10,606 - INFO - [Train] step: 71599, loss_adv_disc: -9.023203, lr_disc: 0.000010
+2023-03-20 19:28:10,807 - INFO - [Train] step: 71599, loss_mpn: 0.049960, loss_rec: 0.095646, loss_semantic: 1.045492, loss_idmrf: 5.444182, loss_adv_gen: -213.606964, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:28:41,271 - INFO - [Train] step: 71699, loss_adv_disc: -4.578372, lr_disc: 0.000010
+2023-03-20 19:28:41,468 - INFO - [Train] step: 71699, loss_mpn: 0.042751, loss_rec: 0.062801, loss_semantic: 0.828540, loss_idmrf: 6.049159, loss_adv_gen: -190.154510, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:29:13,405 - INFO - [Train] step: 71799, loss_adv_disc: 3.259441, lr_disc: 0.000010
+2023-03-20 19:29:13,623 - INFO - [Train] step: 71799, loss_mpn: 0.013183, loss_rec: 0.041397, loss_semantic: 0.647769, loss_idmrf: 2.436845, loss_adv_gen: -220.080795, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:29:44,376 - INFO - [Train] step: 71899, loss_adv_disc: -1.882494, lr_disc: 0.000010
+2023-03-20 19:29:44,581 - INFO - [Train] step: 71899, loss_mpn: 0.053603, loss_rec: 0.108976, loss_semantic: 1.069543, loss_idmrf: 6.834036, loss_adv_gen: -206.532867, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:30:14,702 - INFO - [Train] step: 71999, loss_adv_disc: -3.782881, lr_disc: 0.000010
+2023-03-20 19:30:14,904 - INFO - [Train] step: 71999, loss_mpn: 0.037349, loss_rec: 0.079687, loss_semantic: 0.891856, loss_idmrf: 8.463306, loss_adv_gen: -157.997589, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:31:26,114 - INFO - [Eval] step: 71999, bce: 0.084322, psnr: 23.498808, ssim: 0.811855
+2023-03-20 19:32:01,859 - INFO - [Train] step: 72099, loss_adv_disc: -4.384337, lr_disc: 0.000010
+2023-03-20 19:32:02,064 - INFO - [Train] step: 72099, loss_mpn: 0.030143, loss_rec: 0.056245, loss_semantic: 0.665134, loss_idmrf: 5.120279, loss_adv_gen: -163.808258, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:32:32,234 - INFO - [Train] step: 72199, loss_adv_disc: -2.999990, lr_disc: 0.000010
+2023-03-20 19:32:32,436 - INFO - [Train] step: 72199, loss_mpn: 0.022326, loss_rec: 0.045309, loss_semantic: 0.718202, loss_idmrf: 4.205285, loss_adv_gen: -164.814789, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:33:03,050 - INFO - [Train] step: 72299, loss_adv_disc: -9.602275, lr_disc: 0.000010
+2023-03-20 19:33:03,258 - INFO - [Train] step: 72299, loss_mpn: 0.042139, loss_rec: 0.106059, loss_semantic: 1.140420, loss_idmrf: 6.318302, loss_adv_gen: -211.393250, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:33:33,655 - INFO - [Train] step: 72399, loss_adv_disc: -12.345152, lr_disc: 0.000010
+2023-03-20 19:33:33,863 - INFO - [Train] step: 72399, loss_mpn: 0.048744, loss_rec: 0.126613, loss_semantic: 1.179042, loss_idmrf: 7.378152, loss_adv_gen: -224.412659, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:34:04,299 - INFO - [Train] step: 72499, loss_adv_disc: 3.169217, lr_disc: 0.000010
+2023-03-20 19:34:04,500 - INFO - [Train] step: 72499, loss_mpn: 0.011944, loss_rec: 0.036047, loss_semantic: 0.595524, loss_idmrf: 3.152212, loss_adv_gen: -189.970184, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:34:34,858 - INFO - [Train] step: 72599, loss_adv_disc: -1.934381, lr_disc: 0.000010
+2023-03-20 19:34:35,066 - INFO - [Train] step: 72599, loss_mpn: 0.013685, loss_rec: 0.047399, loss_semantic: 0.655115, loss_idmrf: 2.552854, loss_adv_gen: -211.657471, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:35:06,554 - INFO - [Train] step: 72699, loss_adv_disc: 2.480247, lr_disc: 0.000010
+2023-03-20 19:35:06,767 - INFO - [Train] step: 72699, loss_mpn: 0.010186, loss_rec: 0.036039, loss_semantic: 0.512018, loss_idmrf: 1.269871, loss_adv_gen: -191.661057, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:35:38,174 - INFO - [Train] step: 72799, loss_adv_disc: 1.893664, lr_disc: 0.000010
+2023-03-20 19:35:38,378 - INFO - [Train] step: 72799, loss_mpn: 0.014169, loss_rec: 0.044226, loss_semantic: 0.573187, loss_idmrf: 3.887724, loss_adv_gen: -198.117706, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:36:08,479 - INFO - [Train] step: 72899, loss_adv_disc: 0.256940, lr_disc: 0.000010
+2023-03-20 19:36:08,682 - INFO - [Train] step: 72899, loss_mpn: 0.020760, loss_rec: 0.045919, loss_semantic: 0.625179, loss_idmrf: 3.221570, loss_adv_gen: -185.965622, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:36:38,752 - INFO - [Train] step: 72999, loss_adv_disc: 0.592673, lr_disc: 0.000010
+2023-03-20 19:36:38,955 - INFO - [Train] step: 72999, loss_mpn: 0.026874, loss_rec: 0.071678, loss_semantic: 0.838525, loss_idmrf: 4.460581, loss_adv_gen: -204.018066, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:37:49,504 - INFO - [Eval] step: 72999, bce: 0.080120, psnr: 23.456249, ssim: 0.811560
+2023-03-20 19:38:25,314 - INFO - [Train] step: 73099, loss_adv_disc: -1.685275, lr_disc: 0.000010
+2023-03-20 19:38:25,518 - INFO - [Train] step: 73099, loss_mpn: 0.021912, loss_rec: 0.057667, loss_semantic: 0.766110, loss_idmrf: 3.997753, loss_adv_gen: -176.894287, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:38:56,115 - INFO - [Train] step: 73199, loss_adv_disc: -10.892377, lr_disc: 0.000010
+2023-03-20 19:38:56,321 - INFO - [Train] step: 73199, loss_mpn: 0.024273, loss_rec: 0.066123, loss_semantic: 0.784549, loss_idmrf: 5.197507, loss_adv_gen: -162.536530, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:39:26,401 - INFO - [Train] step: 73299, loss_adv_disc: -7.165623, lr_disc: 0.000010
+2023-03-20 19:39:26,608 - INFO - [Train] step: 73299, loss_mpn: 0.084975, loss_rec: 0.154888, loss_semantic: 1.209582, loss_idmrf: 9.864048, loss_adv_gen: -182.457062, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:39:56,822 - INFO - [Train] step: 73399, loss_adv_disc: 0.427975, lr_disc: 0.000010
+2023-03-20 19:39:57,027 - INFO - [Train] step: 73399, loss_mpn: 0.017839, loss_rec: 0.047517, loss_semantic: 0.706277, loss_idmrf: 2.722208, loss_adv_gen: -188.552536, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:40:27,293 - INFO - [Train] step: 73499, loss_adv_disc: -4.547357, lr_disc: 0.000010
+2023-03-20 19:40:27,498 - INFO - [Train] step: 73499, loss_mpn: 0.026327, loss_rec: 0.070170, loss_semantic: 0.779064, loss_idmrf: 2.709116, loss_adv_gen: -233.569275, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:40:58,764 - INFO - [Train] step: 73599, loss_adv_disc: -6.596079, lr_disc: 0.000010
+2023-03-20 19:40:58,969 - INFO - [Train] step: 73599, loss_mpn: 0.033172, loss_rec: 0.087963, loss_semantic: 0.861440, loss_idmrf: 5.290946, loss_adv_gen: -182.619904, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:41:30,541 - INFO - [Train] step: 73699, loss_adv_disc: -0.986505, lr_disc: 0.000010
+2023-03-20 19:41:30,745 - INFO - [Train] step: 73699, loss_mpn: 0.012276, loss_rec: 0.056360, loss_semantic: 0.679838, loss_idmrf: 3.004724, loss_adv_gen: -189.635040, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:42:01,194 - INFO - [Train] step: 73799, loss_adv_disc: 1.791150, lr_disc: 0.000010
+2023-03-20 19:42:01,400 - INFO - [Train] step: 73799, loss_mpn: 0.013196, loss_rec: 0.043259, loss_semantic: 0.613335, loss_idmrf: 2.495971, loss_adv_gen: -213.017487, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:42:31,659 - INFO - [Train] step: 73899, loss_adv_disc: -3.967126, lr_disc: 0.000010
+2023-03-20 19:42:31,863 - INFO - [Train] step: 73899, loss_mpn: 0.028727, loss_rec: 0.056472, loss_semantic: 0.673621, loss_idmrf: 3.831865, loss_adv_gen: -170.178879, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:43:01,922 - INFO - [Train] step: 73999, loss_adv_disc: -3.171320, lr_disc: 0.000010
+2023-03-20 19:43:02,127 - INFO - [Train] step: 73999, loss_mpn: 0.044317, loss_rec: 0.096712, loss_semantic: 0.833846, loss_idmrf: 4.783800, loss_adv_gen: -202.804855, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:44:13,436 - INFO - [Eval] step: 73999, bce: 0.080460, psnr: 23.538717, ssim: 0.812366
+2023-03-20 19:44:49,504 - INFO - [Train] step: 74099, loss_adv_disc: -3.234621, lr_disc: 0.000010
+2023-03-20 19:44:49,710 - INFO - [Train] step: 74099, loss_mpn: 0.032777, loss_rec: 0.093996, loss_semantic: 1.045848, loss_idmrf: 5.727589, loss_adv_gen: -195.550858, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:45:19,721 - INFO - [Train] step: 74199, loss_adv_disc: 1.096486, lr_disc: 0.000010
+2023-03-20 19:45:19,923 - INFO - [Train] step: 74199, loss_mpn: 0.016368, loss_rec: 0.052418, loss_semantic: 0.632096, loss_idmrf: 3.380332, loss_adv_gen: -177.720383, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:45:50,195 - INFO - [Train] step: 74299, loss_adv_disc: -7.655675, lr_disc: 0.000010
+2023-03-20 19:45:50,394 - INFO - [Train] step: 74299, loss_mpn: 0.059976, loss_rec: 0.113238, loss_semantic: 1.123413, loss_idmrf: 8.558754, loss_adv_gen: -171.892456, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:46:20,657 - INFO - [Train] step: 74399, loss_adv_disc: -3.926814, lr_disc: 0.000010
+2023-03-20 19:46:20,863 - INFO - [Train] step: 74399, loss_mpn: 0.029726, loss_rec: 0.067949, loss_semantic: 0.766991, loss_idmrf: 3.957470, loss_adv_gen: -174.676910, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:46:51,857 - INFO - [Train] step: 74499, loss_adv_disc: -6.146582, lr_disc: 0.000010
+2023-03-20 19:46:52,065 - INFO - [Train] step: 74499, loss_mpn: 0.031297, loss_rec: 0.103905, loss_semantic: 0.979626, loss_idmrf: 5.735020, loss_adv_gen: -179.732697, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:47:23,577 - INFO - [Train] step: 74599, loss_adv_disc: -0.243129, lr_disc: 0.000010
+2023-03-20 19:47:23,788 - INFO - [Train] step: 74599, loss_mpn: 0.040536, loss_rec: 0.062126, loss_semantic: 0.811336, loss_idmrf: 4.695784, loss_adv_gen: -164.688461, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:47:54,295 - INFO - [Train] step: 74699, loss_adv_disc: -0.258994, lr_disc: 0.000010
+2023-03-20 19:47:54,503 - INFO - [Train] step: 74699, loss_mpn: 0.010036, loss_rec: 0.048586, loss_semantic: 0.666327, loss_idmrf: 2.543538, loss_adv_gen: -188.969513, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:48:24,851 - INFO - [Train] step: 74799, loss_adv_disc: -5.427014, lr_disc: 0.000010
+2023-03-20 19:48:25,057 - INFO - [Train] step: 74799, loss_mpn: 0.051989, loss_rec: 0.088008, loss_semantic: 0.947716, loss_idmrf: 6.900490, loss_adv_gen: -175.797470, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:48:55,704 - INFO - [Train] step: 74899, loss_adv_disc: -5.543232, lr_disc: 0.000010
+2023-03-20 19:48:55,911 - INFO - [Train] step: 74899, loss_mpn: 0.032593, loss_rec: 0.072735, loss_semantic: 0.862022, loss_idmrf: 4.777607, loss_adv_gen: -190.029388, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:49:26,050 - INFO - [Train] step: 74999, loss_adv_disc: -1.507545, lr_disc: 0.000010
+2023-03-20 19:49:26,245 - INFO - [Train] step: 74999, loss_mpn: 0.015637, loss_rec: 0.061061, loss_semantic: 0.713588, loss_idmrf: 2.135566, loss_adv_gen: -201.391693, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:50:37,120 - INFO - [Eval] step: 74999, bce: 0.080599, psnr: 23.559986, ssim: 0.810693
+2023-03-20 19:51:14,279 - INFO - [Train] step: 75099, loss_adv_disc: 2.201659, lr_disc: 0.000010
+2023-03-20 19:51:14,496 - INFO - [Train] step: 75099, loss_mpn: 0.011466, loss_rec: 0.057357, loss_semantic: 0.753912, loss_idmrf: 2.915135, loss_adv_gen: -200.335876, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:51:44,532 - INFO - [Train] step: 75199, loss_adv_disc: -4.390210, lr_disc: 0.000010
+2023-03-20 19:51:44,739 - INFO - [Train] step: 75199, loss_mpn: 0.022013, loss_rec: 0.061333, loss_semantic: 0.812725, loss_idmrf: 4.622349, loss_adv_gen: -174.345276, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:52:15,325 - INFO - [Train] step: 75299, loss_adv_disc: -0.730149, lr_disc: 0.000010
+2023-03-20 19:52:15,531 - INFO - [Train] step: 75299, loss_mpn: 0.038151, loss_rec: 0.060337, loss_semantic: 0.655832, loss_idmrf: 3.472112, loss_adv_gen: -192.983459, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:52:46,320 - INFO - [Train] step: 75399, loss_adv_disc: -3.290545, lr_disc: 0.000010
+2023-03-20 19:52:46,528 - INFO - [Train] step: 75399, loss_mpn: 0.012590, loss_rec: 0.050614, loss_semantic: 0.614172, loss_idmrf: 2.090447, loss_adv_gen: -199.088013, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:53:18,031 - INFO - [Train] step: 75499, loss_adv_disc: -3.673363, lr_disc: 0.000010
+2023-03-20 19:53:18,239 - INFO - [Train] step: 75499, loss_mpn: 0.071670, loss_rec: 0.102935, loss_semantic: 1.013052, loss_idmrf: 6.511532, loss_adv_gen: -174.478485, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:53:48,801 - INFO - [Train] step: 75599, loss_adv_disc: -9.161346, lr_disc: 0.000010
+2023-03-20 19:53:49,005 - INFO - [Train] step: 75599, loss_mpn: 0.027836, loss_rec: 0.074773, loss_semantic: 0.892744, loss_idmrf: 3.997831, loss_adv_gen: -210.379761, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:54:19,313 - INFO - [Train] step: 75699, loss_adv_disc: -1.860897, lr_disc: 0.000010
+2023-03-20 19:54:19,517 - INFO - [Train] step: 75699, loss_mpn: 0.010538, loss_rec: 0.057028, loss_semantic: 0.680880, loss_idmrf: 2.126678, loss_adv_gen: -225.563766, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:54:49,833 - INFO - [Train] step: 75799, loss_adv_disc: -2.569066, lr_disc: 0.000010
+2023-03-20 19:54:50,032 - INFO - [Train] step: 75799, loss_mpn: 0.019993, loss_rec: 0.045241, loss_semantic: 0.731313, loss_idmrf: 5.272288, loss_adv_gen: -172.371826, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:55:20,303 - INFO - [Train] step: 75899, loss_adv_disc: 1.916200, lr_disc: 0.000010
+2023-03-20 19:55:20,509 - INFO - [Train] step: 75899, loss_mpn: 0.009631, loss_rec: 0.043761, loss_semantic: 0.576983, loss_idmrf: 2.350162, loss_adv_gen: -196.233551, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:55:50,717 - INFO - [Train] step: 75999, loss_adv_disc: -3.129222, lr_disc: 0.000010
+2023-03-20 19:55:50,920 - INFO - [Train] step: 75999, loss_mpn: 0.026310, loss_rec: 0.069702, loss_semantic: 0.792685, loss_idmrf: 5.464058, loss_adv_gen: -168.856445, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:57:01,898 - INFO - [Eval] step: 75999, bce: 0.082638, psnr: 23.458467, ssim: 0.811833
+2023-03-20 19:57:38,042 - INFO - [Train] step: 76099, loss_adv_disc: 1.050652, lr_disc: 0.000010
+2023-03-20 19:57:38,240 - INFO - [Train] step: 76099, loss_mpn: 0.045312, loss_rec: 0.097632, loss_semantic: 0.884054, loss_idmrf: 7.084404, loss_adv_gen: -182.511414, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:58:08,562 - INFO - [Train] step: 76199, loss_adv_disc: -10.823881, lr_disc: 0.000010
+2023-03-20 19:58:08,765 - INFO - [Train] step: 76199, loss_mpn: 0.070364, loss_rec: 0.122081, loss_semantic: 1.177028, loss_idmrf: 8.156443, loss_adv_gen: -212.073257, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:58:39,144 - INFO - [Train] step: 76299, loss_adv_disc: -2.843919, lr_disc: 0.000010
+2023-03-20 19:58:39,357 - INFO - [Train] step: 76299, loss_mpn: 0.028704, loss_rec: 0.107570, loss_semantic: 1.041062, loss_idmrf: 6.654989, loss_adv_gen: -182.953033, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:59:10,731 - INFO - [Train] step: 76399, loss_adv_disc: -1.598449, lr_disc: 0.000010
+2023-03-20 19:59:10,934 - INFO - [Train] step: 76399, loss_mpn: 0.034925, loss_rec: 0.074837, loss_semantic: 0.796867, loss_idmrf: 3.656363, loss_adv_gen: -205.327301, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:59:41,776 - INFO - [Train] step: 76499, loss_adv_disc: -1.435759, lr_disc: 0.000010
+2023-03-20 19:59:41,982 - INFO - [Train] step: 76499, loss_mpn: 0.019920, loss_rec: 0.061761, loss_semantic: 0.796914, loss_idmrf: 3.758353, loss_adv_gen: -196.001938, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:00:12,243 - INFO - [Train] step: 76599, loss_adv_disc: -1.670832, lr_disc: 0.000010
+2023-03-20 20:00:12,444 - INFO - [Train] step: 76599, loss_mpn: 0.006789, loss_rec: 0.034321, loss_semantic: 0.505024, loss_idmrf: 1.988600, loss_adv_gen: -157.152527, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:00:42,989 - INFO - [Train] step: 76699, loss_adv_disc: -5.755422, lr_disc: 0.000010
+2023-03-20 20:00:43,195 - INFO - [Train] step: 76699, loss_mpn: 0.008172, loss_rec: 0.053564, loss_semantic: 0.608017, loss_idmrf: 1.514366, loss_adv_gen: -189.267242, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:01:13,495 - INFO - [Train] step: 76799, loss_adv_disc: -1.274068, lr_disc: 0.000010
+2023-03-20 20:01:13,700 - INFO - [Train] step: 76799, loss_mpn: 0.038038, loss_rec: 0.066976, loss_semantic: 0.843994, loss_idmrf: 4.834955, loss_adv_gen: -165.121033, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:01:44,089 - INFO - [Train] step: 76899, loss_adv_disc: -6.828160, lr_disc: 0.000010
+2023-03-20 20:01:44,297 - INFO - [Train] step: 76899, loss_mpn: 0.031736, loss_rec: 0.110890, loss_semantic: 1.007004, loss_idmrf: 5.330909, loss_adv_gen: -227.364426, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:02:14,644 - INFO - [Train] step: 76999, loss_adv_disc: 2.221178, lr_disc: 0.000010
+2023-03-20 20:02:14,855 - INFO - [Train] step: 76999, loss_mpn: 0.030455, loss_rec: 0.078555, loss_semantic: 1.074053, loss_idmrf: 5.616801, loss_adv_gen: -166.053650, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:03:25,589 - INFO - [Eval] step: 76999, bce: 0.081417, psnr: 23.465372, ssim: 0.811651
+2023-03-20 20:04:01,752 - INFO - [Train] step: 77099, loss_adv_disc: -7.951739, lr_disc: 0.000010
+2023-03-20 20:04:01,959 - INFO - [Train] step: 77099, loss_mpn: 0.026794, loss_rec: 0.088031, loss_semantic: 0.968922, loss_idmrf: 6.183996, loss_adv_gen: -196.435883, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:04:32,498 - INFO - [Train] step: 77199, loss_adv_disc: 0.814583, lr_disc: 0.000010
+2023-03-20 20:04:32,701 - INFO - [Train] step: 77199, loss_mpn: 0.026041, loss_rec: 0.084751, loss_semantic: 0.922316, loss_idmrf: 5.295572, loss_adv_gen: -199.920685, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:05:03,511 - INFO - [Train] step: 77299, loss_adv_disc: 1.823388, lr_disc: 0.000010
+2023-03-20 20:05:03,721 - INFO - [Train] step: 77299, loss_mpn: 0.023203, loss_rec: 0.064389, loss_semantic: 0.815670, loss_idmrf: 3.936208, loss_adv_gen: -190.650116, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:05:35,060 - INFO - [Train] step: 77399, loss_adv_disc: -9.539459, lr_disc: 0.000010
+2023-03-20 20:05:35,263 - INFO - [Train] step: 77399, loss_mpn: 0.054289, loss_rec: 0.145526, loss_semantic: 1.041273, loss_idmrf: 7.455557, loss_adv_gen: -197.418152, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:06:05,752 - INFO - [Train] step: 77499, loss_adv_disc: -0.825853, lr_disc: 0.000010
+2023-03-20 20:06:05,960 - INFO - [Train] step: 77499, loss_mpn: 0.015667, loss_rec: 0.056587, loss_semantic: 0.739536, loss_idmrf: 3.365309, loss_adv_gen: -193.321548, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:06:36,319 - INFO - [Train] step: 77599, loss_adv_disc: -2.843982, lr_disc: 0.000010
+2023-03-20 20:06:36,525 - INFO - [Train] step: 77599, loss_mpn: 0.063465, loss_rec: 0.108265, loss_semantic: 1.188915, loss_idmrf: 5.874493, loss_adv_gen: -221.181381, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:07:06,816 - INFO - [Train] step: 77699, loss_adv_disc: -3.051512, lr_disc: 0.000010
+2023-03-20 20:07:07,024 - INFO - [Train] step: 77699, loss_mpn: 0.049531, loss_rec: 0.102354, loss_semantic: 0.906250, loss_idmrf: 5.394946, loss_adv_gen: -170.165344, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:07:37,716 - INFO - [Train] step: 77799, loss_adv_disc: -6.239360, lr_disc: 0.000010
+2023-03-20 20:07:37,923 - INFO - [Train] step: 77799, loss_mpn: 0.039324, loss_rec: 0.098913, loss_semantic: 1.028192, loss_idmrf: 5.985255, loss_adv_gen: -178.356613, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:08:08,250 - INFO - [Train] step: 77899, loss_adv_disc: -3.913689, lr_disc: 0.000010
+2023-03-20 20:08:08,451 - INFO - [Train] step: 77899, loss_mpn: 0.036923, loss_rec: 0.077833, loss_semantic: 0.937087, loss_idmrf: 5.576770, loss_adv_gen: -181.318649, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:08:38,746 - INFO - [Train] step: 77999, loss_adv_disc: -2.633560, lr_disc: 0.000010
+2023-03-20 20:08:38,956 - INFO - [Train] step: 77999, loss_mpn: 0.029433, loss_rec: 0.067913, loss_semantic: 0.818549, loss_idmrf: 5.365996, loss_adv_gen: -187.202484, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:09:49,455 - INFO - [Eval] step: 77999, bce: 0.079549, psnr: 23.504745, ssim: 0.811761
+2023-03-20 20:10:25,621 - INFO - [Train] step: 78099, loss_adv_disc: -1.656676, lr_disc: 0.000010
+2023-03-20 20:10:25,826 - INFO - [Train] step: 78099, loss_mpn: 0.037870, loss_rec: 0.106226, loss_semantic: 0.874415, loss_idmrf: 4.025835, loss_adv_gen: -202.932663, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:10:56,723 - INFO - [Train] step: 78199, loss_adv_disc: -6.535857, lr_disc: 0.000010
+2023-03-20 20:10:56,925 - INFO - [Train] step: 78199, loss_mpn: 0.027914, loss_rec: 0.073474, loss_semantic: 0.803011, loss_idmrf: 3.910192, loss_adv_gen: -204.854034, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:11:28,486 - INFO - [Train] step: 78299, loss_adv_disc: -0.283337, lr_disc: 0.000010
+2023-03-20 20:11:28,688 - INFO - [Train] step: 78299, loss_mpn: 0.023205, loss_rec: 0.075077, loss_semantic: 0.891877, loss_idmrf: 4.295199, loss_adv_gen: -194.519577, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:11:59,013 - INFO - [Train] step: 78399, loss_adv_disc: -5.366385, lr_disc: 0.000010
+2023-03-20 20:11:59,219 - INFO - [Train] step: 78399, loss_mpn: 0.043398, loss_rec: 0.077026, loss_semantic: 0.944014, loss_idmrf: 5.367468, loss_adv_gen: -185.380768, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:12:29,646 - INFO - [Train] step: 78499, loss_adv_disc: -5.175466, lr_disc: 0.000010
+2023-03-20 20:12:29,855 - INFO - [Train] step: 78499, loss_mpn: 0.026496, loss_rec: 0.066240, loss_semantic: 0.782488, loss_idmrf: 6.368861, loss_adv_gen: -149.974060, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:13:00,356 - INFO - [Train] step: 78599, loss_adv_disc: -3.540664, lr_disc: 0.000010
+2023-03-20 20:13:00,563 - INFO - [Train] step: 78599, loss_mpn: 0.076819, loss_rec: 0.058201, loss_semantic: 0.763943, loss_idmrf: 4.229728, loss_adv_gen: -182.103821, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:13:30,937 - INFO - [Train] step: 78699, loss_adv_disc: -2.537949, lr_disc: 0.000010
+2023-03-20 20:13:31,141 - INFO - [Train] step: 78699, loss_mpn: 0.014485, loss_rec: 0.046133, loss_semantic: 0.650194, loss_idmrf: 2.464276, loss_adv_gen: -187.757187, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:14:01,281 - INFO - [Train] step: 78799, loss_adv_disc: -3.205338, lr_disc: 0.000010
+2023-03-20 20:14:01,482 - INFO - [Train] step: 78799, loss_mpn: 0.038043, loss_rec: 0.094823, loss_semantic: 0.942851, loss_idmrf: 5.720886, loss_adv_gen: -180.140671, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:14:31,896 - INFO - [Train] step: 78899, loss_adv_disc: -5.301357, lr_disc: 0.000010
+2023-03-20 20:14:32,105 - INFO - [Train] step: 78899, loss_mpn: 0.058367, loss_rec: 0.075729, loss_semantic: 0.956730, loss_idmrf: 7.760347, loss_adv_gen: -181.878632, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:15:02,508 - INFO - [Train] step: 78999, loss_adv_disc: 0.672474, lr_disc: 0.000010
+2023-03-20 20:15:02,706 - INFO - [Train] step: 78999, loss_mpn: 0.022636, loss_rec: 0.063392, loss_semantic: 0.772624, loss_idmrf: 4.251888, loss_adv_gen: -184.072266, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:16:13,331 - INFO - [Eval] step: 78999, bce: 0.079843, psnr: 23.470604, ssim: 0.811212
+2023-03-20 20:16:49,621 - INFO - [Train] step: 79099, loss_adv_disc: -4.333226, lr_disc: 0.000010
+2023-03-20 20:16:49,824 - INFO - [Train] step: 79099, loss_mpn: 0.028779, loss_rec: 0.048915, loss_semantic: 0.775507, loss_idmrf: 4.392105, loss_adv_gen: -182.828766, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:17:21,469 - INFO - [Train] step: 79199, loss_adv_disc: -1.084210, lr_disc: 0.000010
+2023-03-20 20:17:21,683 - INFO - [Train] step: 79199, loss_mpn: 0.011325, loss_rec: 0.031296, loss_semantic: 0.503921, loss_idmrf: 1.741031, loss_adv_gen: -178.147339, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:17:52,481 - INFO - [Train] step: 79299, loss_adv_disc: -5.775684, lr_disc: 0.000010
+2023-03-20 20:17:52,684 - INFO - [Train] step: 79299, loss_mpn: 0.021051, loss_rec: 0.055672, loss_semantic: 0.840832, loss_idmrf: 5.414828, loss_adv_gen: -161.644180, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:18:23,105 - INFO - [Train] step: 79399, loss_adv_disc: -1.264214, lr_disc: 0.000010
+2023-03-20 20:18:23,309 - INFO - [Train] step: 79399, loss_mpn: 0.030848, loss_rec: 0.088908, loss_semantic: 0.990571, loss_idmrf: 7.117349, loss_adv_gen: -188.788269, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:18:53,435 - INFO - [Train] step: 79499, loss_adv_disc: 1.877206, lr_disc: 0.000010
+2023-03-20 20:18:53,640 - INFO - [Train] step: 79499, loss_mpn: 0.002651, loss_rec: 0.028627, loss_semantic: 0.434300, loss_idmrf: 0.799715, loss_adv_gen: -219.255753, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:19:24,126 - INFO - [Train] step: 79599, loss_adv_disc: -0.202033, lr_disc: 0.000010
+2023-03-20 20:19:24,333 - INFO - [Train] step: 79599, loss_mpn: 0.009746, loss_rec: 0.041048, loss_semantic: 0.600121, loss_idmrf: 2.532420, loss_adv_gen: -211.059570, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:19:54,395 - INFO - [Train] step: 79699, loss_adv_disc: -2.447621, lr_disc: 0.000010
+2023-03-20 20:19:54,599 - INFO - [Train] step: 79699, loss_mpn: 0.012900, loss_rec: 0.039452, loss_semantic: 0.520215, loss_idmrf: 2.841101, loss_adv_gen: -165.597260, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:20:24,746 - INFO - [Train] step: 79799, loss_adv_disc: -0.708226, lr_disc: 0.000010
+2023-03-20 20:20:24,955 - INFO - [Train] step: 79799, loss_mpn: 0.020643, loss_rec: 0.081084, loss_semantic: 0.858679, loss_idmrf: 3.447085, loss_adv_gen: -213.648468, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:20:55,453 - INFO - [Train] step: 79899, loss_adv_disc: -7.088245, lr_disc: 0.000010
+2023-03-20 20:20:55,659 - INFO - [Train] step: 79899, loss_mpn: 0.038636, loss_rec: 0.089815, loss_semantic: 0.952362, loss_idmrf: 5.547971, loss_adv_gen: -198.099838, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:21:25,898 - INFO - [Train] step: 79999, loss_adv_disc: 2.053852, lr_disc: 0.000010
+2023-03-20 20:21:26,101 - INFO - [Train] step: 79999, loss_mpn: 0.009096, loss_rec: 0.041884, loss_semantic: 0.594629, loss_idmrf: 3.299947, loss_adv_gen: -181.315475, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:22:35,850 - INFO - [Eval] step: 79999, bce: 0.081533, psnr: 23.517479, ssim: 0.812293
+2023-03-20 20:23:13,097 - INFO - [Train] step: 80099, loss_adv_disc: -3.522721, lr_disc: 0.000010
+2023-03-20 20:23:13,301 - INFO - [Train] step: 80099, loss_mpn: 0.048315, loss_rec: 0.076541, loss_semantic: 0.855853, loss_idmrf: 5.302763, loss_adv_gen: -181.994812, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:23:44,342 - INFO - [Train] step: 80199, loss_adv_disc: -2.699369, lr_disc: 0.000010
+2023-03-20 20:23:44,547 - INFO - [Train] step: 80199, loss_mpn: 0.025759, loss_rec: 0.074738, loss_semantic: 1.009297, loss_idmrf: 5.214671, loss_adv_gen: -175.847412, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:24:15,278 - INFO - [Train] step: 80299, loss_adv_disc: -11.374344, lr_disc: 0.000010
+2023-03-20 20:24:15,481 - INFO - [Train] step: 80299, loss_mpn: 0.027865, loss_rec: 0.089642, loss_semantic: 0.885836, loss_idmrf: 4.074879, loss_adv_gen: -194.369293, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:24:46,090 - INFO - [Train] step: 80399, loss_adv_disc: 1.514436, lr_disc: 0.000010
+2023-03-20 20:24:46,295 - INFO - [Train] step: 80399, loss_mpn: 0.028146, loss_rec: 0.057190, loss_semantic: 0.682247, loss_idmrf: 2.579946, loss_adv_gen: -196.791412, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:25:16,692 - INFO - [Train] step: 80499, loss_adv_disc: -0.978667, lr_disc: 0.000010
+2023-03-20 20:25:16,894 - INFO - [Train] step: 80499, loss_mpn: 0.028869, loss_rec: 0.075167, loss_semantic: 0.877163, loss_idmrf: 4.015620, loss_adv_gen: -189.745361, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:25:47,187 - INFO - [Train] step: 80599, loss_adv_disc: -3.418082, lr_disc: 0.000010
+2023-03-20 20:25:47,499 - INFO - [Train] step: 80599, loss_mpn: 0.055149, loss_rec: 0.116182, loss_semantic: 1.063067, loss_idmrf: 6.716884, loss_adv_gen: -194.267914, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:26:17,590 - INFO - [Train] step: 80699, loss_adv_disc: 3.165724, lr_disc: 0.000010
+2023-03-20 20:26:17,796 - INFO - [Train] step: 80699, loss_mpn: 0.004643, loss_rec: 0.037099, loss_semantic: 0.588240, loss_idmrf: 1.602699, loss_adv_gen: -190.876389, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:26:47,921 - INFO - [Train] step: 80799, loss_adv_disc: -9.194382, lr_disc: 0.000010
+2023-03-20 20:26:48,129 - INFO - [Train] step: 80799, loss_mpn: 0.032461, loss_rec: 0.090665, loss_semantic: 0.875061, loss_idmrf: 5.483862, loss_adv_gen: -152.420013, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:27:18,168 - INFO - [Train] step: 80899, loss_adv_disc: 5.259533, lr_disc: 0.000010
+2023-03-20 20:27:18,370 - INFO - [Train] step: 80899, loss_mpn: 0.011409, loss_rec: 0.049831, loss_semantic: 0.588523, loss_idmrf: 2.201965, loss_adv_gen: -180.344604, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:27:49,092 - INFO - [Train] step: 80999, loss_adv_disc: -3.354292, lr_disc: 0.000010
+2023-03-20 20:27:49,294 - INFO - [Train] step: 80999, loss_mpn: 0.057962, loss_rec: 0.095145, loss_semantic: 1.022645, loss_idmrf: 7.204931, loss_adv_gen: -156.870392, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:29:01,478 - INFO - [Eval] step: 80999, bce: 0.080531, psnr: 23.501307, ssim: 0.812143
+2023-03-20 20:29:39,175 - INFO - [Train] step: 81099, loss_adv_disc: -1.359957, lr_disc: 0.000010
+2023-03-20 20:29:39,382 - INFO - [Train] step: 81099, loss_mpn: 0.017996, loss_rec: 0.048069, loss_semantic: 0.696187, loss_idmrf: 3.463192, loss_adv_gen: -168.224533, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:30:09,632 - INFO - [Train] step: 81199, loss_adv_disc: 2.842673, lr_disc: 0.000010
+2023-03-20 20:30:09,840 - INFO - [Train] step: 81199, loss_mpn: 0.087968, loss_rec: 0.107296, loss_semantic: 1.024237, loss_idmrf: 8.530638, loss_adv_gen: -174.021210, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:30:40,172 - INFO - [Train] step: 81299, loss_adv_disc: -11.678005, lr_disc: 0.000010
+2023-03-20 20:30:40,382 - INFO - [Train] step: 81299, loss_mpn: 0.029581, loss_rec: 0.120122, loss_semantic: 0.998916, loss_idmrf: 6.650202, loss_adv_gen: -201.298645, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:31:10,558 - INFO - [Train] step: 81399, loss_adv_disc: 2.039498, lr_disc: 0.000010
+2023-03-20 20:31:10,764 - INFO - [Train] step: 81399, loss_mpn: 0.012706, loss_rec: 0.040987, loss_semantic: 0.580137, loss_idmrf: 2.431711, loss_adv_gen: -188.802429, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:31:41,136 - INFO - [Train] step: 81499, loss_adv_disc: -3.205688, lr_disc: 0.000010
+2023-03-20 20:31:41,338 - INFO - [Train] step: 81499, loss_mpn: 0.015841, loss_rec: 0.048353, loss_semantic: 0.615806, loss_idmrf: 3.218792, loss_adv_gen: -179.850769, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:32:11,963 - INFO - [Train] step: 81599, loss_adv_disc: 2.313504, lr_disc: 0.000010
+2023-03-20 20:32:12,168 - INFO - [Train] step: 81599, loss_mpn: 0.014554, loss_rec: 0.044830, loss_semantic: 0.621952, loss_idmrf: 2.771219, loss_adv_gen: -198.702179, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:32:42,333 - INFO - [Train] step: 81699, loss_adv_disc: -0.581312, lr_disc: 0.000010
+2023-03-20 20:32:42,537 - INFO - [Train] step: 81699, loss_mpn: 0.050733, loss_rec: 0.061417, loss_semantic: 0.681307, loss_idmrf: 3.303095, loss_adv_gen: -194.374695, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:33:13,026 - INFO - [Train] step: 81799, loss_adv_disc: -3.721410, lr_disc: 0.000010
+2023-03-20 20:33:13,230 - INFO - [Train] step: 81799, loss_mpn: 0.036960, loss_rec: 0.067164, loss_semantic: 0.881037, loss_idmrf: 6.329306, loss_adv_gen: -170.571198, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:33:43,600 - INFO - [Train] step: 81899, loss_adv_disc: -4.857336, lr_disc: 0.000010
+2023-03-20 20:33:43,802 - INFO - [Train] step: 81899, loss_mpn: 0.021037, loss_rec: 0.071730, loss_semantic: 0.774587, loss_idmrf: 4.257014, loss_adv_gen: -192.462646, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:34:14,128 - INFO - [Train] step: 81999, loss_adv_disc: -0.094416, lr_disc: 0.000010
+2023-03-20 20:34:14,331 - INFO - [Train] step: 81999, loss_mpn: 0.009499, loss_rec: 0.061304, loss_semantic: 0.740515, loss_idmrf: 2.935104, loss_adv_gen: -195.633301, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:35:28,884 - INFO - [Eval] step: 81999, bce: 0.085370, psnr: 23.535362, ssim: 0.809200
+2023-03-20 20:36:05,981 - INFO - [Train] step: 82099, loss_adv_disc: -0.494840, lr_disc: 0.000010
+2023-03-20 20:36:06,186 - INFO - [Train] step: 82099, loss_mpn: 0.034944, loss_rec: 0.085801, loss_semantic: 0.867895, loss_idmrf: 6.995787, loss_adv_gen: -178.417480, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:36:36,457 - INFO - [Train] step: 82199, loss_adv_disc: -7.340533, lr_disc: 0.000010
+2023-03-20 20:36:36,658 - INFO - [Train] step: 82199, loss_mpn: 0.062960, loss_rec: 0.109179, loss_semantic: 1.077535, loss_idmrf: 6.972171, loss_adv_gen: -171.031448, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:37:06,904 - INFO - [Train] step: 82299, loss_adv_disc: -1.230078, lr_disc: 0.000010
+2023-03-20 20:37:07,111 - INFO - [Train] step: 82299, loss_mpn: 0.021875, loss_rec: 0.044685, loss_semantic: 0.627024, loss_idmrf: 3.861074, loss_adv_gen: -165.631058, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:37:37,495 - INFO - [Train] step: 82399, loss_adv_disc: -8.831830, lr_disc: 0.000010
+2023-03-20 20:37:37,698 - INFO - [Train] step: 82399, loss_mpn: 0.047690, loss_rec: 0.114297, loss_semantic: 0.914409, loss_idmrf: 5.041032, loss_adv_gen: -174.522675, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:38:08,003 - INFO - [Train] step: 82499, loss_adv_disc: -8.458115, lr_disc: 0.000010
+2023-03-20 20:38:08,207 - INFO - [Train] step: 82499, loss_mpn: 0.045288, loss_rec: 0.099395, loss_semantic: 0.973477, loss_idmrf: 5.654589, loss_adv_gen: -195.076981, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:38:38,466 - INFO - [Train] step: 82599, loss_adv_disc: 0.158139, lr_disc: 0.000010
+2023-03-20 20:38:38,670 - INFO - [Train] step: 82599, loss_mpn: 0.007018, loss_rec: 0.046146, loss_semantic: 0.607397, loss_idmrf: 1.494678, loss_adv_gen: -210.680847, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:39:08,966 - INFO - [Train] step: 82699, loss_adv_disc: 3.325527, lr_disc: 0.000010
+2023-03-20 20:39:09,172 - INFO - [Train] step: 82699, loss_mpn: 0.027155, loss_rec: 0.043145, loss_semantic: 0.599373, loss_idmrf: 3.443632, loss_adv_gen: -171.087479, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:39:39,330 - INFO - [Train] step: 82799, loss_adv_disc: -6.296351, lr_disc: 0.000010
+2023-03-20 20:39:39,536 - INFO - [Train] step: 82799, loss_mpn: 0.049393, loss_rec: 0.095522, loss_semantic: 0.990804, loss_idmrf: 7.173004, loss_adv_gen: -173.115448, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:40:09,972 - INFO - [Train] step: 82899, loss_adv_disc: -0.694766, lr_disc: 0.000010
+2023-03-20 20:40:10,177 - INFO - [Train] step: 82899, loss_mpn: 0.010335, loss_rec: 0.049408, loss_semantic: 0.631056, loss_idmrf: 2.406824, loss_adv_gen: -194.747757, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:40:40,578 - INFO - [Train] step: 82999, loss_adv_disc: -0.339352, lr_disc: 0.000010
+2023-03-20 20:40:40,782 - INFO - [Train] step: 82999, loss_mpn: 0.010035, loss_rec: 0.041030, loss_semantic: 0.520559, loss_idmrf: 1.761652, loss_adv_gen: -189.712875, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:41:55,570 - INFO - [Eval] step: 82999, bce: 0.080381, psnr: 23.525333, ssim: 0.810658
+2023-03-20 20:42:31,625 - INFO - [Train] step: 83099, loss_adv_disc: -5.829327, lr_disc: 0.000010
+2023-03-20 20:42:31,829 - INFO - [Train] step: 83099, loss_mpn: 0.017226, loss_rec: 0.071578, loss_semantic: 0.757818, loss_idmrf: 3.958888, loss_adv_gen: -181.826385, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:43:01,821 - INFO - [Train] step: 83199, loss_adv_disc: -4.288669, lr_disc: 0.000010
+2023-03-20 20:43:02,025 - INFO - [Train] step: 83199, loss_mpn: 0.047403, loss_rec: 0.097330, loss_semantic: 0.893307, loss_idmrf: 5.295987, loss_adv_gen: -215.603180, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:43:32,222 - INFO - [Train] step: 83299, loss_adv_disc: 17.678011, lr_disc: 0.000010
+2023-03-20 20:43:32,428 - INFO - [Train] step: 83299, loss_mpn: 0.163410, loss_rec: 0.329089, loss_semantic: 1.572109, loss_idmrf: 9.130282, loss_adv_gen: -241.025848, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:44:02,983 - INFO - [Train] step: 83399, loss_adv_disc: 1.691180, lr_disc: 0.000010
+2023-03-20 20:44:03,195 - INFO - [Train] step: 83399, loss_mpn: 0.131131, loss_rec: 0.057154, loss_semantic: 0.750732, loss_idmrf: 3.192922, loss_adv_gen: -173.076416, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:44:33,686 - INFO - [Train] step: 83499, loss_adv_disc: -6.244853, lr_disc: 0.000010
+2023-03-20 20:44:33,892 - INFO - [Train] step: 83499, loss_mpn: 0.049008, loss_rec: 0.067589, loss_semantic: 0.855637, loss_idmrf: 4.740529, loss_adv_gen: -155.137009, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:45:04,085 - INFO - [Train] step: 83599, loss_adv_disc: -2.774821, lr_disc: 0.000010
+2023-03-20 20:45:04,291 - INFO - [Train] step: 83599, loss_mpn: 0.021346, loss_rec: 0.064124, loss_semantic: 0.755794, loss_idmrf: 3.510876, loss_adv_gen: -182.748810, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:45:34,840 - INFO - [Train] step: 83699, loss_adv_disc: 0.819700, lr_disc: 0.000010
+2023-03-20 20:45:35,042 - INFO - [Train] step: 83699, loss_mpn: 0.026266, loss_rec: 0.072547, loss_semantic: 0.779379, loss_idmrf: 3.126310, loss_adv_gen: -220.529175, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:46:05,376 - INFO - [Train] step: 83799, loss_adv_disc: 3.466420, lr_disc: 0.000010
+2023-03-20 20:46:05,579 - INFO - [Train] step: 83799, loss_mpn: 0.023911, loss_rec: 0.047891, loss_semantic: 0.647689, loss_idmrf: 2.989996, loss_adv_gen: -192.526413, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:46:35,719 - INFO - [Train] step: 83899, loss_adv_disc: -5.525520, lr_disc: 0.000010
+2023-03-20 20:46:35,927 - INFO - [Train] step: 83899, loss_mpn: 0.021297, loss_rec: 0.066736, loss_semantic: 0.750559, loss_idmrf: 4.057087, loss_adv_gen: -192.521698, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:47:06,774 - INFO - [Train] step: 83999, loss_adv_disc: -1.237816, lr_disc: 0.000010
+2023-03-20 20:47:06,982 - INFO - [Train] step: 83999, loss_mpn: 0.013525, loss_rec: 0.047288, loss_semantic: 0.660320, loss_idmrf: 2.919156, loss_adv_gen: -191.482666, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:48:21,024 - INFO - [Eval] step: 83999, bce: 0.080517, psnr: 23.538477, ssim: 0.813097
+2023-03-20 20:48:56,997 - INFO - [Train] step: 84099, loss_adv_disc: 1.874287, lr_disc: 0.000010
+2023-03-20 20:48:57,201 - INFO - [Train] step: 84099, loss_mpn: 0.024864, loss_rec: 0.051974, loss_semantic: 0.699215, loss_idmrf: 4.977370, loss_adv_gen: -172.811066, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:49:27,387 - INFO - [Train] step: 84199, loss_adv_disc: -2.001520, lr_disc: 0.000010
+2023-03-20 20:49:27,595 - INFO - [Train] step: 84199, loss_mpn: 0.014743, loss_rec: 0.059456, loss_semantic: 0.773564, loss_idmrf: 3.266033, loss_adv_gen: -215.164673, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:49:57,805 - INFO - [Train] step: 84299, loss_adv_disc: -5.296272, lr_disc: 0.000010
+2023-03-20 20:49:58,008 - INFO - [Train] step: 84299, loss_mpn: 0.016086, loss_rec: 0.069819, loss_semantic: 0.829622, loss_idmrf: 3.438877, loss_adv_gen: -183.477463, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:50:28,285 - INFO - [Train] step: 84399, loss_adv_disc: 6.409023, lr_disc: 0.000010
+2023-03-20 20:50:28,492 - INFO - [Train] step: 84399, loss_mpn: 0.057977, loss_rec: 0.106882, loss_semantic: 0.917450, loss_idmrf: 4.763440, loss_adv_gen: -199.097046, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:50:58,748 - INFO - [Train] step: 84499, loss_adv_disc: -2.591545, lr_disc: 0.000010
+2023-03-20 20:50:58,954 - INFO - [Train] step: 84499, loss_mpn: 0.019424, loss_rec: 0.055422, loss_semantic: 0.632332, loss_idmrf: 2.513534, loss_adv_gen: -194.048904, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:51:29,570 - INFO - [Train] step: 84599, loss_adv_disc: -5.398026, lr_disc: 0.000010
+2023-03-20 20:51:29,770 - INFO - [Train] step: 84599, loss_mpn: 0.028913, loss_rec: 0.083864, loss_semantic: 0.925661, loss_idmrf: 6.232893, loss_adv_gen: -163.418930, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:51:59,783 - INFO - [Train] step: 84699, loss_adv_disc: 2.520832, lr_disc: 0.000010
+2023-03-20 20:51:59,990 - INFO - [Train] step: 84699, loss_mpn: 0.019993, loss_rec: 0.049805, loss_semantic: 0.638816, loss_idmrf: 2.599427, loss_adv_gen: -195.479401, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:52:30,067 - INFO - [Train] step: 84799, loss_adv_disc: -0.165642, lr_disc: 0.000010
+2023-03-20 20:52:30,272 - INFO - [Train] step: 84799, loss_mpn: 0.097419, loss_rec: 0.107586, loss_semantic: 1.040721, loss_idmrf: 8.216439, loss_adv_gen: -143.036255, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:53:01,060 - INFO - [Train] step: 84899, loss_adv_disc: -10.320250, lr_disc: 0.000010
+2023-03-20 20:53:01,265 - INFO - [Train] step: 84899, loss_mpn: 0.080300, loss_rec: 0.107804, loss_semantic: 1.012505, loss_idmrf: 9.284334, loss_adv_gen: -164.080322, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:53:32,288 - INFO - [Train] step: 84999, loss_adv_disc: -0.702044, lr_disc: 0.000010
+2023-03-20 20:53:32,497 - INFO - [Train] step: 84999, loss_mpn: 0.031095, loss_rec: 0.068184, loss_semantic: 0.757167, loss_idmrf: 3.862631, loss_adv_gen: -176.552963, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:54:43,697 - INFO - [Eval] step: 84999, bce: 0.079934, psnr: 23.510223, ssim: 0.811373
+2023-03-20 20:55:20,633 - INFO - [Train] step: 85099, loss_adv_disc: 0.792110, lr_disc: 0.000010
+2023-03-20 20:55:20,832 - INFO - [Train] step: 85099, loss_mpn: 0.006031, loss_rec: 0.027302, loss_semantic: 0.436566, loss_idmrf: 1.332287, loss_adv_gen: -192.148468, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:55:51,081 - INFO - [Train] step: 85199, loss_adv_disc: 1.013939, lr_disc: 0.000010
+2023-03-20 20:55:51,286 - INFO - [Train] step: 85199, loss_mpn: 0.007695, loss_rec: 0.038582, loss_semantic: 0.585286, loss_idmrf: 1.575258, loss_adv_gen: -177.115997, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:56:22,018 - INFO - [Train] step: 85299, loss_adv_disc: -23.491188, lr_disc: 0.000010
+2023-03-20 20:56:22,222 - INFO - [Train] step: 85299, loss_mpn: 0.044935, loss_rec: 0.108189, loss_semantic: 0.973037, loss_idmrf: 5.539580, loss_adv_gen: -173.807953, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:56:53,107 - INFO - [Train] step: 85399, loss_adv_disc: 1.783323, lr_disc: 0.000010
+2023-03-20 20:56:53,313 - INFO - [Train] step: 85399, loss_mpn: 0.027740, loss_rec: 0.073124, loss_semantic: 0.830902, loss_idmrf: 3.537098, loss_adv_gen: -211.530838, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:57:23,817 - INFO - [Train] step: 85499, loss_adv_disc: -1.486129, lr_disc: 0.000010
+2023-03-20 20:57:24,027 - INFO - [Train] step: 85499, loss_mpn: 0.047204, loss_rec: 0.090675, loss_semantic: 0.949098, loss_idmrf: 5.875760, loss_adv_gen: -179.071503, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:57:54,818 - INFO - [Train] step: 85599, loss_adv_disc: 2.131943, lr_disc: 0.000010
+2023-03-20 20:57:55,019 - INFO - [Train] step: 85599, loss_mpn: 0.045589, loss_rec: 0.081201, loss_semantic: 0.739932, loss_idmrf: 3.252026, loss_adv_gen: -218.155350, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:58:25,630 - INFO - [Train] step: 85699, loss_adv_disc: 1.699116, lr_disc: 0.000010
+2023-03-20 20:58:25,840 - INFO - [Train] step: 85699, loss_mpn: 0.020746, loss_rec: 0.074044, loss_semantic: 0.842273, loss_idmrf: 4.517109, loss_adv_gen: -210.303162, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:58:56,537 - INFO - [Train] step: 85799, loss_adv_disc: -1.586068, lr_disc: 0.000010
+2023-03-20 20:58:56,747 - INFO - [Train] step: 85799, loss_mpn: 0.022603, loss_rec: 0.066045, loss_semantic: 0.759315, loss_idmrf: 3.072012, loss_adv_gen: -201.293060, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:59:27,835 - INFO - [Train] step: 85899, loss_adv_disc: -0.675886, lr_disc: 0.000010
+2023-03-20 20:59:28,046 - INFO - [Train] step: 85899, loss_mpn: 0.040718, loss_rec: 0.088566, loss_semantic: 0.906504, loss_idmrf: 4.565170, loss_adv_gen: -216.127869, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:59:59,212 - INFO - [Train] step: 85999, loss_adv_disc: 0.194146, lr_disc: 0.000010
+2023-03-20 20:59:59,418 - INFO - [Train] step: 85999, loss_mpn: 0.007315, loss_rec: 0.037195, loss_semantic: 0.529293, loss_idmrf: 1.423123, loss_adv_gen: -179.906418, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:01:09,251 - INFO - [Eval] step: 85999, bce: 0.081692, psnr: 23.488153, ssim: 0.811799
+2023-03-20 21:01:45,543 - INFO - [Train] step: 86099, loss_adv_disc: 0.481738, lr_disc: 0.000010
+2023-03-20 21:01:45,744 - INFO - [Train] step: 86099, loss_mpn: 0.055309, loss_rec: 0.084289, loss_semantic: 0.802636, loss_idmrf: 5.766551, loss_adv_gen: -163.485687, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:02:16,107 - INFO - [Train] step: 86199, loss_adv_disc: -0.859676, lr_disc: 0.000010
+2023-03-20 21:02:16,310 - INFO - [Train] step: 86199, loss_mpn: 0.014134, loss_rec: 0.045708, loss_semantic: 0.628168, loss_idmrf: 3.766727, loss_adv_gen: -163.343307, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:02:46,763 - INFO - [Train] step: 86299, loss_adv_disc: 1.320729, lr_disc: 0.000010
+2023-03-20 21:02:46,976 - INFO - [Train] step: 86299, loss_mpn: 0.023661, loss_rec: 0.051652, loss_semantic: 0.645669, loss_idmrf: 4.070298, loss_adv_gen: -182.009521, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:03:18,620 - INFO - [Train] step: 86399, loss_adv_disc: 0.949737, lr_disc: 0.000010
+2023-03-20 21:03:18,828 - INFO - [Train] step: 86399, loss_mpn: 0.032969, loss_rec: 0.066994, loss_semantic: 0.883669, loss_idmrf: 5.360068, loss_adv_gen: -178.132538, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:03:49,675 - INFO - [Train] step: 86499, loss_adv_disc: -6.689464, lr_disc: 0.000010
+2023-03-20 21:03:49,877 - INFO - [Train] step: 86499, loss_mpn: 0.019292, loss_rec: 0.060085, loss_semantic: 0.764964, loss_idmrf: 3.905717, loss_adv_gen: -173.523209, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:04:20,794 - INFO - [Train] step: 86599, loss_adv_disc: -0.654309, lr_disc: 0.000010
+2023-03-20 21:04:21,009 - INFO - [Train] step: 86599, loss_mpn: 0.020560, loss_rec: 0.061823, loss_semantic: 0.749863, loss_idmrf: 3.292812, loss_adv_gen: -210.528412, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:04:51,769 - INFO - [Train] step: 86699, loss_adv_disc: 4.545452, lr_disc: 0.000010
+2023-03-20 21:04:51,974 - INFO - [Train] step: 86699, loss_mpn: 0.044823, loss_rec: 0.085341, loss_semantic: 1.013609, loss_idmrf: 6.481207, loss_adv_gen: -191.966827, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:05:22,939 - INFO - [Train] step: 86799, loss_adv_disc: 0.954927, lr_disc: 0.000010
+2023-03-20 21:05:23,148 - INFO - [Train] step: 86799, loss_mpn: 0.016330, loss_rec: 0.055085, loss_semantic: 0.662881, loss_idmrf: 2.707740, loss_adv_gen: -203.949738, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:05:54,789 - INFO - [Train] step: 86899, loss_adv_disc: 0.511170, lr_disc: 0.000010
+2023-03-20 21:05:54,995 - INFO - [Train] step: 86899, loss_mpn: 0.017176, loss_rec: 0.055146, loss_semantic: 0.678908, loss_idmrf: 2.225103, loss_adv_gen: -209.137909, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:06:25,677 - INFO - [Train] step: 86999, loss_adv_disc: -10.000812, lr_disc: 0.000010
+2023-03-20 21:06:25,885 - INFO - [Train] step: 86999, loss_mpn: 0.030599, loss_rec: 0.086381, loss_semantic: 0.876631, loss_idmrf: 4.745459, loss_adv_gen: -184.064728, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:07:35,899 - INFO - [Eval] step: 86999, bce: 0.082036, psnr: 23.533024, ssim: 0.811108
+2023-03-20 21:08:12,475 - INFO - [Train] step: 87099, loss_adv_disc: 1.710930, lr_disc: 0.000010
+2023-03-20 21:08:12,682 - INFO - [Train] step: 87099, loss_mpn: 0.027362, loss_rec: 0.052490, loss_semantic: 0.628050, loss_idmrf: 3.395337, loss_adv_gen: -220.101807, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:08:43,304 - INFO - [Train] step: 87199, loss_adv_disc: -2.721885, lr_disc: 0.000010
+2023-03-20 21:08:43,511 - INFO - [Train] step: 87199, loss_mpn: 0.009384, loss_rec: 0.050326, loss_semantic: 0.616944, loss_idmrf: 3.426383, loss_adv_gen: -179.036224, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:09:13,934 - INFO - [Train] step: 87299, loss_adv_disc: -0.889511, lr_disc: 0.000010
+2023-03-20 21:09:14,144 - INFO - [Train] step: 87299, loss_mpn: 0.030691, loss_rec: 0.079406, loss_semantic: 0.838791, loss_idmrf: 4.292551, loss_adv_gen: -203.064911, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:09:45,148 - INFO - [Train] step: 87399, loss_adv_disc: -2.079078, lr_disc: 0.000010
+2023-03-20 21:09:45,364 - INFO - [Train] step: 87399, loss_mpn: 0.035009, loss_rec: 0.070089, loss_semantic: 0.843912, loss_idmrf: 5.424971, loss_adv_gen: -201.326111, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:10:15,523 - INFO - [Train] step: 87499, loss_adv_disc: -1.924266, lr_disc: 0.000010
+2023-03-20 21:10:15,730 - INFO - [Train] step: 87499, loss_mpn: 0.064184, loss_rec: 0.056190, loss_semantic: 0.698505, loss_idmrf: 2.343331, loss_adv_gen: -182.845337, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:10:46,177 - INFO - [Train] step: 87599, loss_adv_disc: -6.569811, lr_disc: 0.000010
+2023-03-20 21:10:46,385 - INFO - [Train] step: 87599, loss_mpn: 0.038807, loss_rec: 0.081947, loss_semantic: 1.020773, loss_idmrf: 6.829527, loss_adv_gen: -191.271683, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:11:17,150 - INFO - [Train] step: 87699, loss_adv_disc: -3.183892, lr_disc: 0.000010
+2023-03-20 21:11:17,355 - INFO - [Train] step: 87699, loss_mpn: 0.025976, loss_rec: 0.082289, loss_semantic: 1.000996, loss_idmrf: 6.561131, loss_adv_gen: -197.483215, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:11:48,730 - INFO - [Train] step: 87799, loss_adv_disc: -3.619133, lr_disc: 0.000010
+2023-03-20 21:11:48,931 - INFO - [Train] step: 87799, loss_mpn: 0.072827, loss_rec: 0.108617, loss_semantic: 1.115877, loss_idmrf: 5.264190, loss_adv_gen: -197.754745, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:12:19,696 - INFO - [Train] step: 87899, loss_adv_disc: -9.693111, lr_disc: 0.000010
+2023-03-20 21:12:19,907 - INFO - [Train] step: 87899, loss_mpn: 0.034461, loss_rec: 0.114028, loss_semantic: 1.078334, loss_idmrf: 5.571026, loss_adv_gen: -188.735947, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:12:50,755 - INFO - [Train] step: 87999, loss_adv_disc: -14.565006, lr_disc: 0.000010
+2023-03-20 21:12:50,963 - INFO - [Train] step: 87999, loss_mpn: 0.030985, loss_rec: 0.092228, loss_semantic: 1.016906, loss_idmrf: 6.250574, loss_adv_gen: -192.661545, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:14:01,227 - INFO - [Eval] step: 87999, bce: 0.081178, psnr: 23.512289, ssim: 0.811073
+2023-03-20 21:14:38,063 - INFO - [Train] step: 88099, loss_adv_disc: 0.460266, lr_disc: 0.000010
+2023-03-20 21:14:38,270 - INFO - [Train] step: 88099, loss_mpn: 0.072732, loss_rec: 0.072855, loss_semantic: 0.805524, loss_idmrf: 3.264643, loss_adv_gen: -196.951126, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:15:09,097 - INFO - [Train] step: 88199, loss_adv_disc: -2.367534, lr_disc: 0.000010
+2023-03-20 21:15:09,302 - INFO - [Train] step: 88199, loss_mpn: 0.045966, loss_rec: 0.113624, loss_semantic: 1.050390, loss_idmrf: 6.787424, loss_adv_gen: -189.521088, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:15:40,162 - INFO - [Train] step: 88299, loss_adv_disc: -7.088518, lr_disc: 0.000010
+2023-03-20 21:15:40,362 - INFO - [Train] step: 88299, loss_mpn: 0.022272, loss_rec: 0.055551, loss_semantic: 0.742631, loss_idmrf: 5.243023, loss_adv_gen: -138.929443, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:16:11,086 - INFO - [Train] step: 88399, loss_adv_disc: -3.349061, lr_disc: 0.000010
+2023-03-20 21:16:11,292 - INFO - [Train] step: 88399, loss_mpn: 0.032168, loss_rec: 0.086461, loss_semantic: 1.006976, loss_idmrf: 6.161310, loss_adv_gen: -163.117828, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:16:41,896 - INFO - [Train] step: 88499, loss_adv_disc: 2.155609, lr_disc: 0.000010
+2023-03-20 21:16:42,103 - INFO - [Train] step: 88499, loss_mpn: 0.006299, loss_rec: 0.027105, loss_semantic: 0.450504, loss_idmrf: 1.487438, loss_adv_gen: -188.598145, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:17:13,438 - INFO - [Train] step: 88599, loss_adv_disc: -1.008698, lr_disc: 0.000010
+2023-03-20 21:17:13,650 - INFO - [Train] step: 88599, loss_mpn: 0.025390, loss_rec: 0.051873, loss_semantic: 0.690583, loss_idmrf: 4.256780, loss_adv_gen: -186.093979, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:17:45,270 - INFO - [Train] step: 88699, loss_adv_disc: -3.939116, lr_disc: 0.000010
+2023-03-20 21:17:45,469 - INFO - [Train] step: 88699, loss_mpn: 0.048192, loss_rec: 0.084087, loss_semantic: 0.908472, loss_idmrf: 6.023990, loss_adv_gen: -165.534882, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:18:16,374 - INFO - [Train] step: 88799, loss_adv_disc: -1.432970, lr_disc: 0.000010
+2023-03-20 21:18:16,578 - INFO - [Train] step: 88799, loss_mpn: 0.035361, loss_rec: 0.072316, loss_semantic: 0.867114, loss_idmrf: 5.610455, loss_adv_gen: -187.251129, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:18:47,575 - INFO - [Train] step: 88899, loss_adv_disc: 1.462822, lr_disc: 0.000010
+2023-03-20 21:18:47,781 - INFO - [Train] step: 88899, loss_mpn: 0.017632, loss_rec: 0.059323, loss_semantic: 0.773525, loss_idmrf: 2.760102, loss_adv_gen: -209.365616, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:19:18,532 - INFO - [Train] step: 88999, loss_adv_disc: 2.266160, lr_disc: 0.000010
+2023-03-20 21:19:18,741 - INFO - [Train] step: 88999, loss_mpn: 0.005494, loss_rec: 0.038776, loss_semantic: 0.635236, loss_idmrf: 1.826772, loss_adv_gen: -192.726715, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:20:28,386 - INFO - [Eval] step: 88999, bce: 0.079717, psnr: 23.492414, ssim: 0.811944
+2023-03-20 21:21:04,747 - INFO - [Train] step: 89099, loss_adv_disc: -5.327261, lr_disc: 0.000010
+2023-03-20 21:21:04,952 - INFO - [Train] step: 89099, loss_mpn: 0.062485, loss_rec: 0.137148, loss_semantic: 1.231860, loss_idmrf: 8.275571, loss_adv_gen: -169.983185, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:21:35,653 - INFO - [Train] step: 89199, loss_adv_disc: -3.186248, lr_disc: 0.000010
+2023-03-20 21:21:35,865 - INFO - [Train] step: 89199, loss_mpn: 0.042320, loss_rec: 0.083829, loss_semantic: 0.956874, loss_idmrf: 5.530326, loss_adv_gen: -170.616470, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:22:06,530 - INFO - [Train] step: 89299, loss_adv_disc: -1.428093, lr_disc: 0.000010
+2023-03-20 21:22:06,734 - INFO - [Train] step: 89299, loss_mpn: 0.036345, loss_rec: 0.078069, loss_semantic: 0.814448, loss_idmrf: 5.752320, loss_adv_gen: -175.936264, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:22:37,652 - INFO - [Train] step: 89399, loss_adv_disc: -2.407111, lr_disc: 0.000010
+2023-03-20 21:22:37,858 - INFO - [Train] step: 89399, loss_mpn: 0.023823, loss_rec: 0.066111, loss_semantic: 0.760139, loss_idmrf: 4.772336, loss_adv_gen: -172.993118, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:23:08,407 - INFO - [Train] step: 89499, loss_adv_disc: -3.290356, lr_disc: 0.000010
+2023-03-20 21:23:08,612 - INFO - [Train] step: 89499, loss_mpn: 0.066939, loss_rec: 0.087525, loss_semantic: 0.838310, loss_idmrf: 5.487146, loss_adv_gen: -170.046600, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:23:39,822 - INFO - [Train] step: 89599, loss_adv_disc: 0.392736, lr_disc: 0.000010
+2023-03-20 21:23:40,029 - INFO - [Train] step: 89599, loss_mpn: 0.010828, loss_rec: 0.052111, loss_semantic: 0.702726, loss_idmrf: 3.157904, loss_adv_gen: -188.786621, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:24:11,130 - INFO - [Train] step: 89699, loss_adv_disc: -10.034352, lr_disc: 0.000010
+2023-03-20 21:24:11,334 - INFO - [Train] step: 89699, loss_mpn: 0.042132, loss_rec: 0.099631, loss_semantic: 0.977986, loss_idmrf: 7.692211, loss_adv_gen: -192.720734, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:24:41,817 - INFO - [Train] step: 89799, loss_adv_disc: -7.304898, lr_disc: 0.000010
+2023-03-20 21:24:42,022 - INFO - [Train] step: 89799, loss_mpn: 0.051718, loss_rec: 0.098401, loss_semantic: 1.036628, loss_idmrf: 6.541732, loss_adv_gen: -192.952423, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:25:12,281 - INFO - [Train] step: 89899, loss_adv_disc: -12.213530, lr_disc: 0.000010
+2023-03-20 21:25:12,487 - INFO - [Train] step: 89899, loss_mpn: 0.048610, loss_rec: 0.090468, loss_semantic: 0.878388, loss_idmrf: 4.715748, loss_adv_gen: -191.690842, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:25:43,571 - INFO - [Train] step: 89999, loss_adv_disc: 4.045100, lr_disc: 0.000010
+2023-03-20 21:25:43,768 - INFO - [Train] step: 89999, loss_mpn: 0.010656, loss_rec: 0.042951, loss_semantic: 0.618820, loss_idmrf: 2.406479, loss_adv_gen: -186.693268, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:26:53,839 - INFO - [Eval] step: 89999, bce: 0.079160, psnr: 23.499260, ssim: 0.810858
+2023-03-20 21:27:31,391 - INFO - [Train] step: 90099, loss_adv_disc: -1.487689, lr_disc: 0.000010
+2023-03-20 21:27:31,597 - INFO - [Train] step: 90099, loss_mpn: 0.027641, loss_rec: 0.072904, loss_semantic: 0.941249, loss_idmrf: 7.492405, loss_adv_gen: -158.070068, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:28:01,904 - INFO - [Train] step: 90199, loss_adv_disc: -1.117174, lr_disc: 0.000010
+2023-03-20 21:28:02,110 - INFO - [Train] step: 90199, loss_mpn: 0.015530, loss_rec: 0.044123, loss_semantic: 0.640281, loss_idmrf: 3.956182, loss_adv_gen: -165.940277, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:28:33,594 - INFO - [Train] step: 90299, loss_adv_disc: -7.583300, lr_disc: 0.000010
+2023-03-20 21:28:33,805 - INFO - [Train] step: 90299, loss_mpn: 0.044542, loss_rec: 0.078260, loss_semantic: 0.815308, loss_idmrf: 3.965466, loss_adv_gen: -188.965622, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:29:04,536 - INFO - [Train] step: 90399, loss_adv_disc: 0.241444, lr_disc: 0.000010
+2023-03-20 21:29:04,734 - INFO - [Train] step: 90399, loss_mpn: 0.038994, loss_rec: 0.055250, loss_semantic: 0.719656, loss_idmrf: 2.687265, loss_adv_gen: -193.881714, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:29:35,893 - INFO - [Train] step: 90499, loss_adv_disc: -10.286191, lr_disc: 0.000010
+2023-03-20 21:29:36,108 - INFO - [Train] step: 90499, loss_mpn: 0.059444, loss_rec: 0.108027, loss_semantic: 0.968807, loss_idmrf: 7.159569, loss_adv_gen: -166.936188, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:30:07,497 - INFO - [Train] step: 90599, loss_adv_disc: -1.082749, lr_disc: 0.000010
+2023-03-20 21:30:07,703 - INFO - [Train] step: 90599, loss_mpn: 0.034820, loss_rec: 0.090400, loss_semantic: 0.976748, loss_idmrf: 5.692020, loss_adv_gen: -208.108673, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:30:38,182 - INFO - [Train] step: 90699, loss_adv_disc: 3.178125, lr_disc: 0.000010
+2023-03-20 21:30:38,384 - INFO - [Train] step: 90699, loss_mpn: 0.016953, loss_rec: 0.055870, loss_semantic: 0.688625, loss_idmrf: 3.220443, loss_adv_gen: -194.993042, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:31:09,075 - INFO - [Train] step: 90799, loss_adv_disc: 0.617445, lr_disc: 0.000010
+2023-03-20 21:31:09,284 - INFO - [Train] step: 90799, loss_mpn: 0.007416, loss_rec: 0.050246, loss_semantic: 0.601125, loss_idmrf: 1.930392, loss_adv_gen: -214.629791, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:31:40,048 - INFO - [Train] step: 90899, loss_adv_disc: -6.571518, lr_disc: 0.000010
+2023-03-20 21:31:40,253 - INFO - [Train] step: 90899, loss_mpn: 0.040119, loss_rec: 0.101714, loss_semantic: 1.000520, loss_idmrf: 4.951119, loss_adv_gen: -202.671844, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:32:10,725 - INFO - [Train] step: 90999, loss_adv_disc: 0.407543, lr_disc: 0.000010
+2023-03-20 21:32:10,931 - INFO - [Train] step: 90999, loss_mpn: 0.015241, loss_rec: 0.047836, loss_semantic: 0.612539, loss_idmrf: 3.046340, loss_adv_gen: -189.243530, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:33:20,678 - INFO - [Eval] step: 90999, bce: 0.083203, psnr: 23.515516, ssim: 0.810678
+2023-03-20 21:33:57,256 - INFO - [Train] step: 91099, loss_adv_disc: -7.884126, lr_disc: 0.000010
+2023-03-20 21:33:57,460 - INFO - [Train] step: 91099, loss_mpn: 0.034236, loss_rec: 0.075918, loss_semantic: 0.908508, loss_idmrf: 6.141949, loss_adv_gen: -191.731735, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:34:28,201 - INFO - [Train] step: 91199, loss_adv_disc: 0.662728, lr_disc: 0.000010
+2023-03-20 21:34:28,404 - INFO - [Train] step: 91199, loss_mpn: 0.042509, loss_rec: 0.081212, loss_semantic: 0.805390, loss_idmrf: 5.809081, loss_adv_gen: -190.313797, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:34:58,850 - INFO - [Train] step: 91299, loss_adv_disc: -6.673541, lr_disc: 0.000010
+2023-03-20 21:34:59,050 - INFO - [Train] step: 91299, loss_mpn: 0.053674, loss_rec: 0.118578, loss_semantic: 0.989450, loss_idmrf: 6.770818, loss_adv_gen: -189.006912, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:35:30,269 - INFO - [Train] step: 91399, loss_adv_disc: 4.565256, lr_disc: 0.000010
+2023-03-20 21:35:30,476 - INFO - [Train] step: 91399, loss_mpn: 0.042855, loss_rec: 0.072018, loss_semantic: 0.740220, loss_idmrf: 4.900238, loss_adv_gen: -158.190186, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:36:01,644 - INFO - [Train] step: 91499, loss_adv_disc: -0.889779, lr_disc: 0.000010
+2023-03-20 21:36:01,848 - INFO - [Train] step: 91499, loss_mpn: 0.065491, loss_rec: 0.097976, loss_semantic: 0.967101, loss_idmrf: 7.015156, loss_adv_gen: -173.378113, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:36:32,462 - INFO - [Train] step: 91599, loss_adv_disc: -1.812336, lr_disc: 0.000010
+2023-03-20 21:36:32,667 - INFO - [Train] step: 91599, loss_mpn: 0.026456, loss_rec: 0.070490, loss_semantic: 0.821877, loss_idmrf: 3.411687, loss_adv_gen: -207.190628, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:37:03,787 - INFO - [Train] step: 91699, loss_adv_disc: 4.269455, lr_disc: 0.000010
+2023-03-20 21:37:03,992 - INFO - [Train] step: 91699, loss_mpn: 0.021999, loss_rec: 0.064058, loss_semantic: 0.726200, loss_idmrf: 3.155589, loss_adv_gen: -199.417038, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:37:34,336 - INFO - [Train] step: 91799, loss_adv_disc: -0.226135, lr_disc: 0.000010
+2023-03-20 21:37:34,540 - INFO - [Train] step: 91799, loss_mpn: 0.048712, loss_rec: 0.099049, loss_semantic: 0.959384, loss_idmrf: 5.044635, loss_adv_gen: -206.437439, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:38:05,330 - INFO - [Train] step: 91899, loss_adv_disc: -7.052717, lr_disc: 0.000010
+2023-03-20 21:38:05,547 - INFO - [Train] step: 91899, loss_mpn: 0.048881, loss_rec: 0.108675, loss_semantic: 0.974719, loss_idmrf: 9.084011, loss_adv_gen: -186.791397, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:38:36,540 - INFO - [Train] step: 91999, loss_adv_disc: 0.047617, lr_disc: 0.000010
+2023-03-20 21:38:36,730 - INFO - [Train] step: 91999, loss_mpn: 0.011608, loss_rec: 0.042239, loss_semantic: 0.613223, loss_idmrf: 3.325178, loss_adv_gen: -177.300217, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:39:46,733 - INFO - [Eval] step: 91999, bce: 0.085603, psnr: 23.500378, ssim: 0.809602
+2023-03-20 21:40:23,325 - INFO - [Train] step: 92099, loss_adv_disc: 6.737698, lr_disc: 0.000010
+2023-03-20 21:40:23,533 - INFO - [Train] step: 92099, loss_mpn: 0.028186, loss_rec: 0.050557, loss_semantic: 0.614200, loss_idmrf: 2.855312, loss_adv_gen: -171.884186, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:40:54,139 - INFO - [Train] step: 92199, loss_adv_disc: -0.911216, lr_disc: 0.000010
+2023-03-20 21:40:54,347 - INFO - [Train] step: 92199, loss_mpn: 0.038527, loss_rec: 0.076913, loss_semantic: 0.891967, loss_idmrf: 6.132782, loss_adv_gen: -179.432922, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:41:25,217 - INFO - [Train] step: 92299, loss_adv_disc: -0.926392, lr_disc: 0.000010
+2023-03-20 21:41:25,428 - INFO - [Train] step: 92299, loss_mpn: 0.026116, loss_rec: 0.049608, loss_semantic: 0.735763, loss_idmrf: 4.091963, loss_adv_gen: -165.375153, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:41:56,744 - INFO - [Train] step: 92399, loss_adv_disc: 0.557504, lr_disc: 0.000010
+2023-03-20 21:41:56,953 - INFO - [Train] step: 92399, loss_mpn: 0.023476, loss_rec: 0.049893, loss_semantic: 0.626605, loss_idmrf: 3.550946, loss_adv_gen: -153.098206, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:42:27,861 - INFO - [Train] step: 92499, loss_adv_disc: -2.715798, lr_disc: 0.000010
+2023-03-20 21:42:28,072 - INFO - [Train] step: 92499, loss_mpn: 0.028245, loss_rec: 0.088931, loss_semantic: 0.821055, loss_idmrf: 3.338433, loss_adv_gen: -211.774933, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:42:59,033 - INFO - [Train] step: 92599, loss_adv_disc: -5.446101, lr_disc: 0.000010
+2023-03-20 21:42:59,238 - INFO - [Train] step: 92599, loss_mpn: 0.048958, loss_rec: 0.087875, loss_semantic: 1.067119, loss_idmrf: 7.730393, loss_adv_gen: -169.523682, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:43:30,107 - INFO - [Train] step: 92699, loss_adv_disc: -3.899556, lr_disc: 0.000010
+2023-03-20 21:43:30,308 - INFO - [Train] step: 92699, loss_mpn: 0.018493, loss_rec: 0.046013, loss_semantic: 0.641805, loss_idmrf: 3.635828, loss_adv_gen: -179.720154, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:44:00,837 - INFO - [Train] step: 92799, loss_adv_disc: 5.167350, lr_disc: 0.000010
+2023-03-20 21:44:01,044 - INFO - [Train] step: 92799, loss_mpn: 0.054101, loss_rec: 0.090078, loss_semantic: 0.845108, loss_idmrf: 4.884677, loss_adv_gen: -168.354782, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:44:31,501 - INFO - [Train] step: 92899, loss_adv_disc: -2.034505, lr_disc: 0.000010
+2023-03-20 21:44:31,704 - INFO - [Train] step: 92899, loss_mpn: 0.032451, loss_rec: 0.084648, loss_semantic: 0.970957, loss_idmrf: 4.901094, loss_adv_gen: -184.884125, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:45:02,260 - INFO - [Train] step: 92999, loss_adv_disc: -3.416317, lr_disc: 0.000010
+2023-03-20 21:45:02,465 - INFO - [Train] step: 92999, loss_mpn: 0.021483, loss_rec: 0.049038, loss_semantic: 0.705680, loss_idmrf: 3.807278, loss_adv_gen: -180.826172, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:46:12,471 - INFO - [Eval] step: 92999, bce: 0.080294, psnr: 23.487843, ssim: 0.811357
+2023-03-20 21:46:48,941 - INFO - [Train] step: 93099, loss_adv_disc: -6.697294, lr_disc: 0.000010
+2023-03-20 21:46:49,143 - INFO - [Train] step: 93099, loss_mpn: 0.058969, loss_rec: 0.133651, loss_semantic: 1.237804, loss_idmrf: 7.385859, loss_adv_gen: -202.202240, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:47:19,659 - INFO - [Train] step: 93199, loss_adv_disc: -3.833035, lr_disc: 0.000010
+2023-03-20 21:47:19,861 - INFO - [Train] step: 93199, loss_mpn: 0.028887, loss_rec: 0.076028, loss_semantic: 0.938951, loss_idmrf: 5.730183, loss_adv_gen: -167.334763, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:47:51,225 - INFO - [Train] step: 93299, loss_adv_disc: -8.994214, lr_disc: 0.000010
+2023-03-20 21:47:51,430 - INFO - [Train] step: 93299, loss_mpn: 0.032139, loss_rec: 0.084529, loss_semantic: 0.960638, loss_idmrf: 7.212818, loss_adv_gen: -155.883438, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:48:22,535 - INFO - [Train] step: 93399, loss_adv_disc: -1.042259, lr_disc: 0.000010
+2023-03-20 21:48:22,740 - INFO - [Train] step: 93399, loss_mpn: 0.043534, loss_rec: 0.071056, loss_semantic: 0.904408, loss_idmrf: 4.289001, loss_adv_gen: -171.397858, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:48:53,970 - INFO - [Train] step: 93499, loss_adv_disc: -1.552920, lr_disc: 0.000010
+2023-03-20 21:48:54,178 - INFO - [Train] step: 93499, loss_mpn: 0.027536, loss_rec: 0.077400, loss_semantic: 0.922754, loss_idmrf: 5.134584, loss_adv_gen: -199.412918, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:49:24,658 - INFO - [Train] step: 93599, loss_adv_disc: -0.181207, lr_disc: 0.000010
+2023-03-20 21:49:24,870 - INFO - [Train] step: 93599, loss_mpn: 0.032003, loss_rec: 0.103689, loss_semantic: 1.033756, loss_idmrf: 4.558135, loss_adv_gen: -209.702271, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:49:55,357 - INFO - [Train] step: 93699, loss_adv_disc: 1.095124, lr_disc: 0.000010
+2023-03-20 21:49:55,566 - INFO - [Train] step: 93699, loss_mpn: 0.016199, loss_rec: 0.037574, loss_semantic: 0.557374, loss_idmrf: 1.993456, loss_adv_gen: -156.798981, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:50:26,761 - INFO - [Train] step: 93799, loss_adv_disc: 3.330251, lr_disc: 0.000010
+2023-03-20 21:50:26,971 - INFO - [Train] step: 93799, loss_mpn: 0.014551, loss_rec: 0.031840, loss_semantic: 0.520542, loss_idmrf: 1.946022, loss_adv_gen: -177.107269, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:50:57,636 - INFO - [Train] step: 93899, loss_adv_disc: 2.885515, lr_disc: 0.000010
+2023-03-20 21:50:57,841 - INFO - [Train] step: 93899, loss_mpn: 0.048687, loss_rec: 0.096573, loss_semantic: 0.993990, loss_idmrf: 5.422049, loss_adv_gen: -204.641418, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:51:28,440 - INFO - [Train] step: 93999, loss_adv_disc: 0.774256, lr_disc: 0.000010
+2023-03-20 21:51:28,642 - INFO - [Train] step: 93999, loss_mpn: 0.042941, loss_rec: 0.073880, loss_semantic: 0.833810, loss_idmrf: 3.414439, loss_adv_gen: -205.391144, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:52:38,439 - INFO - [Eval] step: 93999, bce: 0.081159, psnr: 23.485588, ssim: 0.811827
+2023-03-20 21:53:15,417 - INFO - [Train] step: 94099, loss_adv_disc: 3.056620, lr_disc: 0.000010
+2023-03-20 21:53:15,618 - INFO - [Train] step: 94099, loss_mpn: 0.009115, loss_rec: 0.038529, loss_semantic: 0.523705, loss_idmrf: 1.829355, loss_adv_gen: -183.872940, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:53:46,998 - INFO - [Train] step: 94199, loss_adv_disc: -6.413976, lr_disc: 0.000010
+2023-03-20 21:53:47,212 - INFO - [Train] step: 94199, loss_mpn: 0.028779, loss_rec: 0.110000, loss_semantic: 1.092924, loss_idmrf: 5.948761, loss_adv_gen: -209.765244, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:54:18,218 - INFO - [Train] step: 94299, loss_adv_disc: -5.249896, lr_disc: 0.000010
+2023-03-20 21:54:18,416 - INFO - [Train] step: 94299, loss_mpn: 0.039375, loss_rec: 0.109833, loss_semantic: 1.016056, loss_idmrf: 5.241575, loss_adv_gen: -177.066635, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:54:48,751 - INFO - [Train] step: 94399, loss_adv_disc: 1.887655, lr_disc: 0.000010
+2023-03-20 21:54:48,955 - INFO - [Train] step: 94399, loss_mpn: 0.014960, loss_rec: 0.035281, loss_semantic: 0.533382, loss_idmrf: 2.660280, loss_adv_gen: -161.662674, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:55:19,215 - INFO - [Train] step: 94499, loss_adv_disc: 2.497626, lr_disc: 0.000010
+2023-03-20 21:55:19,422 - INFO - [Train] step: 94499, loss_mpn: 0.044546, loss_rec: 0.081621, loss_semantic: 0.938706, loss_idmrf: 5.410066, loss_adv_gen: -190.367676, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:55:49,867 - INFO - [Train] step: 94599, loss_adv_disc: -8.650572, lr_disc: 0.000010
+2023-03-20 21:55:50,076 - INFO - [Train] step: 94599, loss_mpn: 0.042686, loss_rec: 0.084634, loss_semantic: 0.953342, loss_idmrf: 5.442671, loss_adv_gen: -172.191299, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:56:21,011 - INFO - [Train] step: 94699, loss_adv_disc: 1.839026, lr_disc: 0.000010
+2023-03-20 21:56:21,218 - INFO - [Train] step: 94699, loss_mpn: 0.029189, loss_rec: 0.061354, loss_semantic: 0.845428, loss_idmrf: 3.542906, loss_adv_gen: -183.041046, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:56:51,996 - INFO - [Train] step: 94799, loss_adv_disc: -2.481532, lr_disc: 0.000010
+2023-03-20 21:56:52,203 - INFO - [Train] step: 94799, loss_mpn: 0.029232, loss_rec: 0.077676, loss_semantic: 0.782525, loss_idmrf: 4.497211, loss_adv_gen: -177.872192, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:57:22,526 - INFO - [Train] step: 94899, loss_adv_disc: -4.366809, lr_disc: 0.000010
+2023-03-20 21:57:22,733 - INFO - [Train] step: 94899, loss_mpn: 0.045110, loss_rec: 0.098902, loss_semantic: 0.960276, loss_idmrf: 7.029384, loss_adv_gen: -163.101761, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:57:53,211 - INFO - [Train] step: 94999, loss_adv_disc: -3.860627, lr_disc: 0.000010
+2023-03-20 21:57:53,418 - INFO - [Train] step: 94999, loss_mpn: 0.040558, loss_rec: 0.087608, loss_semantic: 0.907258, loss_idmrf: 5.648895, loss_adv_gen: -184.648010, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:59:03,214 - INFO - [Eval] step: 94999, bce: 0.081838, psnr: 23.546633, ssim: 0.813665
+2023-03-20 21:59:40,466 - INFO - [Train] step: 95099, loss_adv_disc: -0.320025, lr_disc: 0.000010
+2023-03-20 21:59:40,681 - INFO - [Train] step: 95099, loss_mpn: 0.017889, loss_rec: 0.057029, loss_semantic: 0.687219, loss_idmrf: 2.374995, loss_adv_gen: -193.183578, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:00:12,154 - INFO - [Train] step: 95199, loss_adv_disc: -1.324276, lr_disc: 0.000010
+2023-03-20 22:00:12,370 - INFO - [Train] step: 95199, loss_mpn: 0.066284, loss_rec: 0.082693, loss_semantic: 0.897017, loss_idmrf: 5.150715, loss_adv_gen: -162.819489, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:00:42,881 - INFO - [Train] step: 95299, loss_adv_disc: -9.186932, lr_disc: 0.000010
+2023-03-20 22:00:43,088 - INFO - [Train] step: 95299, loss_mpn: 0.027297, loss_rec: 0.090093, loss_semantic: 0.950450, loss_idmrf: 6.067500, loss_adv_gen: -181.264618, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:01:13,721 - INFO - [Train] step: 95399, loss_adv_disc: -1.901895, lr_disc: 0.000010
+2023-03-20 22:01:13,930 - INFO - [Train] step: 95399, loss_mpn: 0.049328, loss_rec: 0.082987, loss_semantic: 0.967816, loss_idmrf: 4.450160, loss_adv_gen: -189.608612, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:01:44,746 - INFO - [Train] step: 95499, loss_adv_disc: -9.476302, lr_disc: 0.000010
+2023-03-20 22:01:44,949 - INFO - [Train] step: 95499, loss_mpn: 0.051113, loss_rec: 0.128884, loss_semantic: 1.183405, loss_idmrf: 6.092736, loss_adv_gen: -190.052704, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:02:15,674 - INFO - [Train] step: 95599, loss_adv_disc: 2.639710, lr_disc: 0.000010
+2023-03-20 22:02:15,880 - INFO - [Train] step: 95599, loss_mpn: 0.019945, loss_rec: 0.045252, loss_semantic: 0.651526, loss_idmrf: 3.267560, loss_adv_gen: -186.122757, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:02:46,716 - INFO - [Train] step: 95699, loss_adv_disc: -3.388679, lr_disc: 0.000010
+2023-03-20 22:02:46,929 - INFO - [Train] step: 95699, loss_mpn: 0.052024, loss_rec: 0.071948, loss_semantic: 0.947148, loss_idmrf: 8.473309, loss_adv_gen: -163.251419, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:03:18,033 - INFO - [Train] step: 95799, loss_adv_disc: -3.684827, lr_disc: 0.000010
+2023-03-20 22:03:18,245 - INFO - [Train] step: 95799, loss_mpn: 0.047280, loss_rec: 0.072939, loss_semantic: 0.949331, loss_idmrf: 5.277102, loss_adv_gen: -155.792542, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:03:49,107 - INFO - [Train] step: 95899, loss_adv_disc: -10.068867, lr_disc: 0.000010
+2023-03-20 22:03:49,312 - INFO - [Train] step: 95899, loss_mpn: 0.054266, loss_rec: 0.121634, loss_semantic: 1.111920, loss_idmrf: 7.766663, loss_adv_gen: -181.172455, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:04:19,639 - INFO - [Train] step: 95999, loss_adv_disc: -0.846897, lr_disc: 0.000010
+2023-03-20 22:04:19,847 - INFO - [Train] step: 95999, loss_mpn: 0.015874, loss_rec: 0.062158, loss_semantic: 0.762079, loss_idmrf: 3.415199, loss_adv_gen: -191.406097, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:05:30,104 - INFO - [Eval] step: 95999, bce: 0.081325, psnr: 23.430424, ssim: 0.808561
+2023-03-20 22:06:07,814 - INFO - [Train] step: 96099, loss_adv_disc: -5.564196, lr_disc: 0.000010
+2023-03-20 22:06:08,022 - INFO - [Train] step: 96099, loss_mpn: 0.027904, loss_rec: 0.051425, loss_semantic: 0.634400, loss_idmrf: 5.318408, loss_adv_gen: -140.563354, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:06:39,087 - INFO - [Train] step: 96199, loss_adv_disc: -8.491365, lr_disc: 0.000010
+2023-03-20 22:06:39,299 - INFO - [Train] step: 96199, loss_mpn: 0.039488, loss_rec: 0.099139, loss_semantic: 1.050524, loss_idmrf: 7.090673, loss_adv_gen: -178.847946, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:07:09,678 - INFO - [Train] step: 96299, loss_adv_disc: -6.131068, lr_disc: 0.000010
+2023-03-20 22:07:09,886 - INFO - [Train] step: 96299, loss_mpn: 0.029367, loss_rec: 0.068812, loss_semantic: 0.837339, loss_idmrf: 5.425882, loss_adv_gen: -181.971252, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:07:40,624 - INFO - [Train] step: 96399, loss_adv_disc: -2.288558, lr_disc: 0.000010
+2023-03-20 22:07:40,826 - INFO - [Train] step: 96399, loss_mpn: 0.024218, loss_rec: 0.059339, loss_semantic: 0.792641, loss_idmrf: 6.737857, loss_adv_gen: -164.899017, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:08:11,280 - INFO - [Train] step: 96499, loss_adv_disc: 3.180148, lr_disc: 0.000010
+2023-03-20 22:08:11,488 - INFO - [Train] step: 96499, loss_mpn: 0.005533, loss_rec: 0.024543, loss_semantic: 0.464309, loss_idmrf: 1.412999, loss_adv_gen: -179.498810, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:08:42,204 - INFO - [Train] step: 96599, loss_adv_disc: 0.270817, lr_disc: 0.000010
+2023-03-20 22:08:42,409 - INFO - [Train] step: 96599, loss_mpn: 0.014731, loss_rec: 0.040414, loss_semantic: 0.625751, loss_idmrf: 2.161250, loss_adv_gen: -140.537918, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:09:12,822 - INFO - [Train] step: 96699, loss_adv_disc: -4.543587, lr_disc: 0.000010
+2023-03-20 22:09:13,027 - INFO - [Train] step: 96699, loss_mpn: 0.016543, loss_rec: 0.052572, loss_semantic: 0.591155, loss_idmrf: 4.164221, loss_adv_gen: -158.332794, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:09:43,861 - INFO - [Train] step: 96799, loss_adv_disc: -0.771102, lr_disc: 0.000010
+2023-03-20 22:09:44,079 - INFO - [Train] step: 96799, loss_mpn: 0.051903, loss_rec: 0.067942, loss_semantic: 0.766097, loss_idmrf: 3.755190, loss_adv_gen: -178.592621, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:10:14,742 - INFO - [Train] step: 96899, loss_adv_disc: 2.823412, lr_disc: 0.000010
+2023-03-20 22:10:14,955 - INFO - [Train] step: 96899, loss_mpn: 0.048374, loss_rec: 0.090154, loss_semantic: 0.854100, loss_idmrf: 4.775316, loss_adv_gen: -195.350967, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:10:45,893 - INFO - [Train] step: 96999, loss_adv_disc: -5.167634, lr_disc: 0.000010
+2023-03-20 22:10:46,099 - INFO - [Train] step: 96999, loss_mpn: 0.030643, loss_rec: 0.082783, loss_semantic: 0.927475, loss_idmrf: 7.481603, loss_adv_gen: -163.488541, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:11:58,710 - INFO - [Eval] step: 96999, bce: 0.080534, psnr: 23.566555, ssim: 0.814142
+2023-03-20 22:12:36,022 - INFO - [Train] step: 97099, loss_adv_disc: -3.502653, lr_disc: 0.000010
+2023-03-20 22:12:36,224 - INFO - [Train] step: 97099, loss_mpn: 0.025855, loss_rec: 0.059725, loss_semantic: 0.811522, loss_idmrf: 4.595533, loss_adv_gen: -156.787979, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:13:07,579 - INFO - [Train] step: 97199, loss_adv_disc: -1.246731, lr_disc: 0.000010
+2023-03-20 22:13:07,787 - INFO - [Train] step: 97199, loss_mpn: 0.032499, loss_rec: 0.087337, loss_semantic: 0.887815, loss_idmrf: 6.941389, loss_adv_gen: -186.733322, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:13:38,479 - INFO - [Train] step: 97299, loss_adv_disc: -3.977970, lr_disc: 0.000010
+2023-03-20 22:13:38,679 - INFO - [Train] step: 97299, loss_mpn: 0.019144, loss_rec: 0.076412, loss_semantic: 0.943899, loss_idmrf: 5.431377, loss_adv_gen: -178.939102, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:14:09,564 - INFO - [Train] step: 97399, loss_adv_disc: -0.987834, lr_disc: 0.000010
+2023-03-20 22:14:09,769 - INFO - [Train] step: 97399, loss_mpn: 0.020285, loss_rec: 0.060193, loss_semantic: 0.760139, loss_idmrf: 4.519313, loss_adv_gen: -172.080551, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:14:40,785 - INFO - [Train] step: 97499, loss_adv_disc: 3.649724, lr_disc: 0.000010
+2023-03-20 22:14:40,991 - INFO - [Train] step: 97499, loss_mpn: 0.005102, loss_rec: 0.031480, loss_semantic: 0.521914, loss_idmrf: 1.044291, loss_adv_gen: -185.250397, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:15:11,460 - INFO - [Train] step: 97599, loss_adv_disc: -2.812378, lr_disc: 0.000010
+2023-03-20 22:15:11,666 - INFO - [Train] step: 97599, loss_mpn: 0.047399, loss_rec: 0.065742, loss_semantic: 0.741521, loss_idmrf: 5.761702, loss_adv_gen: -142.314651, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:15:42,259 - INFO - [Train] step: 97699, loss_adv_disc: -10.281719, lr_disc: 0.000010
+2023-03-20 22:15:42,465 - INFO - [Train] step: 97699, loss_mpn: 0.052624, loss_rec: 0.116750, loss_semantic: 1.064755, loss_idmrf: 7.546759, loss_adv_gen: -157.542908, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:16:13,181 - INFO - [Train] step: 97799, loss_adv_disc: -9.451056, lr_disc: 0.000010
+2023-03-20 22:16:13,391 - INFO - [Train] step: 97799, loss_mpn: 0.026707, loss_rec: 0.076835, loss_semantic: 0.865421, loss_idmrf: 5.218252, loss_adv_gen: -162.793091, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:16:43,918 - INFO - [Train] step: 97899, loss_adv_disc: 1.869274, lr_disc: 0.000010
+2023-03-20 22:16:44,125 - INFO - [Train] step: 97899, loss_mpn: 0.011001, loss_rec: 0.043426, loss_semantic: 0.608295, loss_idmrf: 2.494141, loss_adv_gen: -201.648621, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:17:14,543 - INFO - [Train] step: 97999, loss_adv_disc: -5.555447, lr_disc: 0.000010
+2023-03-20 22:17:14,745 - INFO - [Train] step: 97999, loss_mpn: 0.017435, loss_rec: 0.065859, loss_semantic: 0.718890, loss_idmrf: 3.068944, loss_adv_gen: -183.050491, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:18:29,605 - INFO - [Eval] step: 97999, bce: 0.080110, psnr: 23.516756, ssim: 0.811160
+2023-03-20 22:19:06,264 - INFO - [Train] step: 98099, loss_adv_disc: -3.603480, lr_disc: 0.000010
+2023-03-20 22:19:06,468 - INFO - [Train] step: 98099, loss_mpn: 0.017762, loss_rec: 0.039456, loss_semantic: 0.592378, loss_idmrf: 3.896907, loss_adv_gen: -152.402420, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:19:37,168 - INFO - [Train] step: 98199, loss_adv_disc: 1.237532, lr_disc: 0.000010
+2023-03-20 22:19:37,378 - INFO - [Train] step: 98199, loss_mpn: 0.032650, loss_rec: 0.074949, loss_semantic: 0.822257, loss_idmrf: 5.010300, loss_adv_gen: -180.772156, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:20:08,280 - INFO - [Train] step: 98299, loss_adv_disc: 3.744580, lr_disc: 0.000010
+2023-03-20 22:20:08,496 - INFO - [Train] step: 98299, loss_mpn: 0.043588, loss_rec: 0.074676, loss_semantic: 0.826019, loss_idmrf: 6.529215, loss_adv_gen: -177.410019, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:20:39,022 - INFO - [Train] step: 98399, loss_adv_disc: -0.994160, lr_disc: 0.000010
+2023-03-20 22:20:39,227 - INFO - [Train] step: 98399, loss_mpn: 0.053288, loss_rec: 0.111866, loss_semantic: 1.065081, loss_idmrf: 6.383270, loss_adv_gen: -190.244766, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:21:09,838 - INFO - [Train] step: 98499, loss_adv_disc: -8.459541, lr_disc: 0.000010
+2023-03-20 22:21:10,041 - INFO - [Train] step: 98499, loss_mpn: 0.038054, loss_rec: 0.097874, loss_semantic: 0.862046, loss_idmrf: 4.859517, loss_adv_gen: -182.113876, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:21:40,675 - INFO - [Train] step: 98599, loss_adv_disc: -13.971102, lr_disc: 0.000010
+2023-03-20 22:21:40,882 - INFO - [Train] step: 98599, loss_mpn: 0.044435, loss_rec: 0.119693, loss_semantic: 1.187429, loss_idmrf: 5.077003, loss_adv_gen: -179.056839, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:22:11,678 - INFO - [Train] step: 98699, loss_adv_disc: -0.601982, lr_disc: 0.000010
+2023-03-20 22:22:11,892 - INFO - [Train] step: 98699, loss_mpn: 0.014549, loss_rec: 0.049433, loss_semantic: 0.595679, loss_idmrf: 3.396158, loss_adv_gen: -166.988861, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:22:43,062 - INFO - [Train] step: 98799, loss_adv_disc: -7.209782, lr_disc: 0.000010
+2023-03-20 22:22:43,273 - INFO - [Train] step: 98799, loss_mpn: 0.035823, loss_rec: 0.107151, loss_semantic: 1.051230, loss_idmrf: 6.297525, loss_adv_gen: -193.615356, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:23:13,880 - INFO - [Train] step: 98899, loss_adv_disc: -0.914646, lr_disc: 0.000010
+2023-03-20 22:23:14,082 - INFO - [Train] step: 98899, loss_mpn: 0.014314, loss_rec: 0.051678, loss_semantic: 0.639821, loss_idmrf: 2.001452, loss_adv_gen: -164.897827, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:23:44,756 - INFO - [Train] step: 98999, loss_adv_disc: -4.259089, lr_disc: 0.000010
+2023-03-20 22:23:44,961 - INFO - [Train] step: 98999, loss_mpn: 0.017316, loss_rec: 0.060246, loss_semantic: 0.825764, loss_idmrf: 5.542582, loss_adv_gen: -170.833450, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:24:59,685 - INFO - [Eval] step: 98999, bce: 0.085585, psnr: 23.547253, ssim: 0.813062
+2023-03-20 22:25:36,223 - INFO - [Train] step: 99099, loss_adv_disc: -10.750023, lr_disc: 0.000010
+2023-03-20 22:25:36,427 - INFO - [Train] step: 99099, loss_mpn: 0.042245, loss_rec: 0.073310, loss_semantic: 0.820106, loss_idmrf: 6.199418, loss_adv_gen: -122.155647, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:26:07,008 - INFO - [Train] step: 99199, loss_adv_disc: 2.197119, lr_disc: 0.000010
+2023-03-20 22:26:07,212 - INFO - [Train] step: 99199, loss_mpn: 0.002679, loss_rec: 0.028679, loss_semantic: 0.504507, loss_idmrf: 0.701949, loss_adv_gen: -209.504974, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:26:38,118 - INFO - [Train] step: 99299, loss_adv_disc: -14.335385, lr_disc: 0.000010
+2023-03-20 22:26:38,332 - INFO - [Train] step: 99299, loss_mpn: 0.066716, loss_rec: 0.135986, loss_semantic: 1.218632, loss_idmrf: 8.934162, loss_adv_gen: -164.702515, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:27:09,076 - INFO - [Train] step: 99399, loss_adv_disc: 3.059838, lr_disc: 0.000010
+2023-03-20 22:27:09,279 - INFO - [Train] step: 99399, loss_mpn: 0.006536, loss_rec: 0.036860, loss_semantic: 0.579188, loss_idmrf: 2.476940, loss_adv_gen: -176.174820, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:27:39,932 - INFO - [Train] step: 99499, loss_adv_disc: -2.988108, lr_disc: 0.000010
+2023-03-20 22:27:40,144 - INFO - [Train] step: 99499, loss_mpn: 0.035506, loss_rec: 0.068039, loss_semantic: 0.802486, loss_idmrf: 5.303604, loss_adv_gen: -151.284302, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:28:10,822 - INFO - [Train] step: 99599, loss_adv_disc: -1.297359, lr_disc: 0.000010
+2023-03-20 22:28:11,029 - INFO - [Train] step: 99599, loss_mpn: 0.013389, loss_rec: 0.038528, loss_semantic: 0.628159, loss_idmrf: 3.335092, loss_adv_gen: -142.328964, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:28:41,564 - INFO - [Train] step: 99699, loss_adv_disc: 0.761422, lr_disc: 0.000010
+2023-03-20 22:28:41,764 - INFO - [Train] step: 99699, loss_mpn: 0.072368, loss_rec: 0.095879, loss_semantic: 0.997735, loss_idmrf: 6.124905, loss_adv_gen: -191.220306, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:29:12,300 - INFO - [Train] step: 99799, loss_adv_disc: 0.081520, lr_disc: 0.000010
+2023-03-20 22:29:12,506 - INFO - [Train] step: 99799, loss_mpn: 0.028798, loss_rec: 0.076123, loss_semantic: 0.805111, loss_idmrf: 4.646855, loss_adv_gen: -171.853470, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:29:42,733 - INFO - [Train] step: 99899, loss_adv_disc: -0.141091, lr_disc: 0.000010
+2023-03-20 22:29:42,934 - INFO - [Train] step: 99899, loss_mpn: 0.021713, loss_rec: 0.062998, loss_semantic: 0.797226, loss_idmrf: 4.040154, loss_adv_gen: -170.731750, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:30:14,269 - INFO - [Train] step: 99999, loss_adv_disc: -2.271250, lr_disc: 0.000010
+2023-03-20 22:30:14,474 - INFO - [Train] step: 99999, loss_mpn: 0.034866, loss_rec: 0.072897, loss_semantic: 0.867621, loss_idmrf: 5.377234, loss_adv_gen: -150.387451, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:31:27,578 - INFO - [Eval] step: 99999, bce: 0.082195, psnr: 23.423851, ssim: 0.809059
+2023-03-20 22:32:03,905 - INFO - [Train] step: 100099, loss_adv_disc: -3.637751, lr_disc: 0.000010
+2023-03-20 22:32:04,103 - INFO - [Train] step: 100099, loss_mpn: 0.027765, loss_rec: 0.091393, loss_semantic: 1.012512, loss_idmrf: 4.215070, loss_adv_gen: -214.221756, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:32:34,440 - INFO - [Train] step: 100199, loss_adv_disc: -11.193745, lr_disc: 0.000010
+2023-03-20 22:32:34,644 - INFO - [Train] step: 100199, loss_mpn: 0.031157, loss_rec: 0.085207, loss_semantic: 0.899544, loss_idmrf: 5.722503, loss_adv_gen: -150.071198, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:33:05,297 - INFO - [Train] step: 100299, loss_adv_disc: -2.134957, lr_disc: 0.000010
+2023-03-20 22:33:05,506 - INFO - [Train] step: 100299, loss_mpn: 0.016388, loss_rec: 0.069823, loss_semantic: 0.898220, loss_idmrf: 4.480431, loss_adv_gen: -166.021362, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:33:35,728 - INFO - [Train] step: 100399, loss_adv_disc: 3.785861, lr_disc: 0.000010
+2023-03-20 22:33:35,929 - INFO - [Train] step: 100399, loss_mpn: 0.057202, loss_rec: 0.139528, loss_semantic: 1.258437, loss_idmrf: 4.243913, loss_adv_gen: -206.148773, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:34:06,766 - INFO - [Train] step: 100499, loss_adv_disc: -5.495051, lr_disc: 0.000010
+2023-03-20 22:34:06,973 - INFO - [Train] step: 100499, loss_mpn: 0.042671, loss_rec: 0.095042, loss_semantic: 1.014315, loss_idmrf: 5.337321, loss_adv_gen: -191.463150, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:34:37,479 - INFO - [Train] step: 100599, loss_adv_disc: 0.948012, lr_disc: 0.000010
+2023-03-20 22:34:37,687 - INFO - [Train] step: 100599, loss_mpn: 0.021230, loss_rec: 0.061077, loss_semantic: 0.824635, loss_idmrf: 4.832674, loss_adv_gen: -171.485336, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:35:08,322 - INFO - [Train] step: 100699, loss_adv_disc: -4.870422, lr_disc: 0.000010
+2023-03-20 22:35:08,532 - INFO - [Train] step: 100699, loss_mpn: 0.046010, loss_rec: 0.061308, loss_semantic: 0.690768, loss_idmrf: 3.383624, loss_adv_gen: -175.515533, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:35:39,168 - INFO - [Train] step: 100799, loss_adv_disc: 1.039558, lr_disc: 0.000010
+2023-03-20 22:35:39,373 - INFO - [Train] step: 100799, loss_mpn: 0.021934, loss_rec: 0.046680, loss_semantic: 0.622032, loss_idmrf: 2.753309, loss_adv_gen: -161.244598, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:36:09,980 - INFO - [Train] step: 100899, loss_adv_disc: -0.193443, lr_disc: 0.000010
+2023-03-20 22:36:10,191 - INFO - [Train] step: 100899, loss_mpn: 0.019331, loss_rec: 0.049972, loss_semantic: 0.636831, loss_idmrf: 2.739553, loss_adv_gen: -163.451416, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:36:41,048 - INFO - [Train] step: 100999, loss_adv_disc: -3.973326, lr_disc: 0.000010
+2023-03-20 22:36:41,250 - INFO - [Train] step: 100999, loss_mpn: 0.046634, loss_rec: 0.099784, loss_semantic: 1.048088, loss_idmrf: 7.789370, loss_adv_gen: -168.500427, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:37:51,321 - INFO - [Eval] step: 100999, bce: 0.082746, psnr: 23.580690, ssim: 0.812894
+2023-03-20 22:38:27,742 - INFO - [Train] step: 101099, loss_adv_disc: 1.719240, lr_disc: 0.000010
+2023-03-20 22:38:27,944 - INFO - [Train] step: 101099, loss_mpn: 0.014559, loss_rec: 0.057365, loss_semantic: 0.761707, loss_idmrf: 3.472485, loss_adv_gen: -180.258453, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:38:58,796 - INFO - [Train] step: 101199, loss_adv_disc: -2.160465, lr_disc: 0.000010
+2023-03-20 22:38:59,003 - INFO - [Train] step: 101199, loss_mpn: 0.028963, loss_rec: 0.059533, loss_semantic: 0.858160, loss_idmrf: 4.944510, loss_adv_gen: -147.885803, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:39:29,582 - INFO - [Train] step: 101299, loss_adv_disc: -3.287755, lr_disc: 0.000010
+2023-03-20 22:39:29,795 - INFO - [Train] step: 101299, loss_mpn: 0.016178, loss_rec: 0.046966, loss_semantic: 0.618233, loss_idmrf: 3.425692, loss_adv_gen: -136.750824, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:40:00,205 - INFO - [Train] step: 101399, loss_adv_disc: 2.425190, lr_disc: 0.000010
+2023-03-20 22:40:00,413 - INFO - [Train] step: 101399, loss_mpn: 0.050109, loss_rec: 0.091277, loss_semantic: 0.880290, loss_idmrf: 5.263642, loss_adv_gen: -151.117462, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:40:31,422 - INFO - [Train] step: 101499, loss_adv_disc: -2.047194, lr_disc: 0.000010
+2023-03-20 22:40:31,625 - INFO - [Train] step: 101499, loss_mpn: 0.013914, loss_rec: 0.050246, loss_semantic: 0.629350, loss_idmrf: 3.249988, loss_adv_gen: -173.806946, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:41:02,090 - INFO - [Train] step: 101599, loss_adv_disc: 1.910780, lr_disc: 0.000010
+2023-03-20 22:41:02,302 - INFO - [Train] step: 101599, loss_mpn: 0.024319, loss_rec: 0.046938, loss_semantic: 0.638604, loss_idmrf: 3.684005, loss_adv_gen: -154.624817, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:41:32,735 - INFO - [Train] step: 101699, loss_adv_disc: -9.021355, lr_disc: 0.000010
+2023-03-20 22:41:32,940 - INFO - [Train] step: 101699, loss_mpn: 0.038104, loss_rec: 0.099117, loss_semantic: 1.023737, loss_idmrf: 5.847313, loss_adv_gen: -159.225861, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:42:03,847 - INFO - [Train] step: 101799, loss_adv_disc: 0.712093, lr_disc: 0.000010
+2023-03-20 22:42:04,050 - INFO - [Train] step: 101799, loss_mpn: 0.011017, loss_rec: 0.042658, loss_semantic: 0.586479, loss_idmrf: 2.794109, loss_adv_gen: -156.081650, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:42:35,288 - INFO - [Train] step: 101899, loss_adv_disc: -3.314014, lr_disc: 0.000010
+2023-03-20 22:42:35,494 - INFO - [Train] step: 101899, loss_mpn: 0.043120, loss_rec: 0.071285, loss_semantic: 0.852825, loss_idmrf: 4.635353, loss_adv_gen: -162.417297, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:43:05,834 - INFO - [Train] step: 101999, loss_adv_disc: -2.489528, lr_disc: 0.000010
+2023-03-20 22:43:06,032 - INFO - [Train] step: 101999, loss_mpn: 0.021306, loss_rec: 0.052061, loss_semantic: 0.668206, loss_idmrf: 4.211677, loss_adv_gen: -159.573105, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:44:16,191 - INFO - [Eval] step: 101999, bce: 0.082831, psnr: 23.506985, ssim: 0.812499
+2023-03-20 22:44:52,938 - INFO - [Train] step: 102099, loss_adv_disc: -16.258631, lr_disc: 0.000010
+2023-03-20 22:44:53,148 - INFO - [Train] step: 102099, loss_mpn: 0.042921, loss_rec: 0.152783, loss_semantic: 1.147081, loss_idmrf: 6.637289, loss_adv_gen: -186.268921, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:45:23,900 - INFO - [Train] step: 102199, loss_adv_disc: 2.815403, lr_disc: 0.000010
+2023-03-20 22:45:24,109 - INFO - [Train] step: 102199, loss_mpn: 0.013446, loss_rec: 0.044734, loss_semantic: 0.628179, loss_idmrf: 2.868701, loss_adv_gen: -157.629807, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:45:54,876 - INFO - [Train] step: 102299, loss_adv_disc: -1.832585, lr_disc: 0.000010
+2023-03-20 22:45:55,082 - INFO - [Train] step: 102299, loss_mpn: 0.018624, loss_rec: 0.068939, loss_semantic: 0.840578, loss_idmrf: 4.331347, loss_adv_gen: -159.196487, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:46:25,809 - INFO - [Train] step: 102399, loss_adv_disc: -5.865274, lr_disc: 0.000010
+2023-03-20 22:46:26,016 - INFO - [Train] step: 102399, loss_mpn: 0.040499, loss_rec: 0.099405, loss_semantic: 1.005902, loss_idmrf: 6.018147, loss_adv_gen: -191.083557, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:46:56,822 - INFO - [Train] step: 102499, loss_adv_disc: -5.816360, lr_disc: 0.000010
+2023-03-20 22:46:57,030 - INFO - [Train] step: 102499, loss_mpn: 0.025444, loss_rec: 0.058649, loss_semantic: 0.728365, loss_idmrf: 3.714589, loss_adv_gen: -171.403885, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:47:27,736 - INFO - [Train] step: 102599, loss_adv_disc: -5.963082, lr_disc: 0.000010
+2023-03-20 22:47:27,945 - INFO - [Train] step: 102599, loss_mpn: 0.037122, loss_rec: 0.083216, loss_semantic: 0.882234, loss_idmrf: 5.598497, loss_adv_gen: -161.727478, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:47:59,117 - INFO - [Train] step: 102699, loss_adv_disc: -4.107326, lr_disc: 0.000010
+2023-03-20 22:47:59,323 - INFO - [Train] step: 102699, loss_mpn: 0.067822, loss_rec: 0.130569, loss_semantic: 1.180105, loss_idmrf: 10.126096, loss_adv_gen: -197.810852, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:48:30,528 - INFO - [Train] step: 102799, loss_adv_disc: 1.986210, lr_disc: 0.000010
+2023-03-20 22:48:30,733 - INFO - [Train] step: 102799, loss_mpn: 0.025052, loss_rec: 0.050434, loss_semantic: 0.700010, loss_idmrf: 4.594419, loss_adv_gen: -163.268753, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:49:01,843 - INFO - [Train] step: 102899, loss_adv_disc: -1.623262, lr_disc: 0.000010
+2023-03-20 22:49:02,043 - INFO - [Train] step: 102899, loss_mpn: 0.036069, loss_rec: 0.095105, loss_semantic: 0.899445, loss_idmrf: 3.598339, loss_adv_gen: -214.796875, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:49:32,583 - INFO - [Train] step: 102999, loss_adv_disc: -8.089317, lr_disc: 0.000010
+2023-03-20 22:49:32,786 - INFO - [Train] step: 102999, loss_mpn: 0.022748, loss_rec: 0.080234, loss_semantic: 0.936039, loss_idmrf: 6.057700, loss_adv_gen: -157.858276, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:50:42,602 - INFO - [Eval] step: 102999, bce: 0.080956, psnr: 23.569391, ssim: 0.813892
+2023-03-20 22:51:19,197 - INFO - [Train] step: 103099, loss_adv_disc: -1.822312, lr_disc: 0.000010
+2023-03-20 22:51:19,404 - INFO - [Train] step: 103099, loss_mpn: 0.033929, loss_rec: 0.087718, loss_semantic: 1.026980, loss_idmrf: 6.598032, loss_adv_gen: -181.295959, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:51:50,356 - INFO - [Train] step: 103199, loss_adv_disc: 0.650429, lr_disc: 0.000010
+2023-03-20 22:51:50,567 - INFO - [Train] step: 103199, loss_mpn: 0.026850, loss_rec: 0.089280, loss_semantic: 0.808183, loss_idmrf: 4.869290, loss_adv_gen: -154.486038, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:52:21,439 - INFO - [Train] step: 103299, loss_adv_disc: -7.207455, lr_disc: 0.000010
+2023-03-20 22:52:21,647 - INFO - [Train] step: 103299, loss_mpn: 0.030698, loss_rec: 0.072551, loss_semantic: 0.873838, loss_idmrf: 4.061146, loss_adv_gen: -169.604111, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:52:52,343 - INFO - [Train] step: 103399, loss_adv_disc: -5.397888, lr_disc: 0.000010
+2023-03-20 22:52:52,558 - INFO - [Train] step: 103399, loss_mpn: 0.020008, loss_rec: 0.059419, loss_semantic: 0.719939, loss_idmrf: 3.678612, loss_adv_gen: -172.291656, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:53:23,011 - INFO - [Train] step: 103499, loss_adv_disc: -3.683033, lr_disc: 0.000010
+2023-03-20 22:53:23,222 - INFO - [Train] step: 103499, loss_mpn: 0.018678, loss_rec: 0.061062, loss_semantic: 0.797315, loss_idmrf: 3.823175, loss_adv_gen: -199.224075, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:53:53,766 - INFO - [Train] step: 103599, loss_adv_disc: 1.396405, lr_disc: 0.000010
+2023-03-20 22:53:53,973 - INFO - [Train] step: 103599, loss_mpn: 0.016815, loss_rec: 0.047673, loss_semantic: 0.593796, loss_idmrf: 2.443261, loss_adv_gen: -168.856140, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:54:25,462 - INFO - [Train] step: 103699, loss_adv_disc: -1.660444, lr_disc: 0.000010
+2023-03-20 22:54:25,664 - INFO - [Train] step: 103699, loss_mpn: 0.081518, loss_rec: 0.141218, loss_semantic: 1.389733, loss_idmrf: 6.129773, loss_adv_gen: -198.836884, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:54:56,593 - INFO - [Train] step: 103799, loss_adv_disc: -2.104901, lr_disc: 0.000010
+2023-03-20 22:54:56,796 - INFO - [Train] step: 103799, loss_mpn: 0.024540, loss_rec: 0.074118, loss_semantic: 0.861145, loss_idmrf: 4.265722, loss_adv_gen: -176.887054, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:55:27,675 - INFO - [Train] step: 103899, loss_adv_disc: -2.300684, lr_disc: 0.000010
+2023-03-20 22:55:27,881 - INFO - [Train] step: 103899, loss_mpn: 0.008805, loss_rec: 0.037299, loss_semantic: 0.485617, loss_idmrf: 1.740752, loss_adv_gen: -165.343887, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:55:58,323 - INFO - [Train] step: 103999, loss_adv_disc: 3.424657, lr_disc: 0.000010
+2023-03-20 22:55:58,528 - INFO - [Train] step: 103999, loss_mpn: 0.044773, loss_rec: 0.084501, loss_semantic: 0.945080, loss_idmrf: 4.602225, loss_adv_gen: -194.254166, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:57:07,822 - INFO - [Eval] step: 103999, bce: 0.080693, psnr: 23.462894, ssim: 0.811590
+2023-03-20 22:57:44,853 - INFO - [Train] step: 104099, loss_adv_disc: -9.175310, lr_disc: 0.000010
+2023-03-20 22:57:45,057 - INFO - [Train] step: 104099, loss_mpn: 0.033016, loss_rec: 0.080294, loss_semantic: 0.791957, loss_idmrf: 4.284343, loss_adv_gen: -156.861618, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:58:15,396 - INFO - [Train] step: 104199, loss_adv_disc: -2.192053, lr_disc: 0.000010
+2023-03-20 22:58:15,606 - INFO - [Train] step: 104199, loss_mpn: 0.023874, loss_rec: 0.085671, loss_semantic: 0.853903, loss_idmrf: 4.229075, loss_adv_gen: -168.725647, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:58:46,341 - INFO - [Train] step: 104299, loss_adv_disc: -5.576654, lr_disc: 0.000010
+2023-03-20 22:58:46,551 - INFO - [Train] step: 104299, loss_mpn: 0.095629, loss_rec: 0.153077, loss_semantic: 1.387675, loss_idmrf: 9.582321, loss_adv_gen: -191.894165, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:59:17,229 - INFO - [Train] step: 104399, loss_adv_disc: 4.149126, lr_disc: 0.000010
+2023-03-20 22:59:17,432 - INFO - [Train] step: 104399, loss_mpn: 0.045559, loss_rec: 0.080110, loss_semantic: 0.810967, loss_idmrf: 3.849970, loss_adv_gen: -183.305908, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:59:47,919 - INFO - [Train] step: 104499, loss_adv_disc: -2.808196, lr_disc: 0.000010
+2023-03-20 22:59:48,125 - INFO - [Train] step: 104499, loss_mpn: 0.019572, loss_rec: 0.067436, loss_semantic: 0.766043, loss_idmrf: 3.159522, loss_adv_gen: -173.300354, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:00:19,253 - INFO - [Train] step: 104599, loss_adv_disc: 3.061223, lr_disc: 0.000010
+2023-03-20 23:00:19,465 - INFO - [Train] step: 104599, loss_mpn: 0.029097, loss_rec: 0.088479, loss_semantic: 0.965744, loss_idmrf: 3.312565, loss_adv_gen: -236.357132, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:00:50,789 - INFO - [Train] step: 104699, loss_adv_disc: 2.216708, lr_disc: 0.000010
+2023-03-20 23:00:50,998 - INFO - [Train] step: 104699, loss_mpn: 0.019066, loss_rec: 0.048071, loss_semantic: 0.604297, loss_idmrf: 2.486872, loss_adv_gen: -187.814316, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:01:21,712 - INFO - [Train] step: 104799, loss_adv_disc: -7.379881, lr_disc: 0.000010
+2023-03-20 23:01:21,919 - INFO - [Train] step: 104799, loss_mpn: 0.033838, loss_rec: 0.114427, loss_semantic: 1.199301, loss_idmrf: 7.161905, loss_adv_gen: -181.754547, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:01:52,239 - INFO - [Train] step: 104899, loss_adv_disc: -0.540187, lr_disc: 0.000010
+2023-03-20 23:01:52,452 - INFO - [Train] step: 104899, loss_mpn: 0.023981, loss_rec: 0.057119, loss_semantic: 0.758490, loss_idmrf: 4.275474, loss_adv_gen: -160.934082, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:02:23,145 - INFO - [Train] step: 104999, loss_adv_disc: -2.015293, lr_disc: 0.000010
+2023-03-20 23:02:23,351 - INFO - [Train] step: 104999, loss_mpn: 0.056074, loss_rec: 0.111429, loss_semantic: 1.096600, loss_idmrf: 5.144357, loss_adv_gen: -223.309814, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:03:33,810 - INFO - [Eval] step: 104999, bce: 0.084843, psnr: 23.490126, ssim: 0.810058
+2023-03-20 23:04:10,993 - INFO - [Train] step: 105099, loss_adv_disc: -1.124675, lr_disc: 0.000010
+2023-03-20 23:04:11,200 - INFO - [Train] step: 105099, loss_mpn: 0.021758, loss_rec: 0.049759, loss_semantic: 0.693537, loss_idmrf: 4.068792, loss_adv_gen: -145.852753, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:04:42,202 - INFO - [Train] step: 105199, loss_adv_disc: -6.565509, lr_disc: 0.000010
+2023-03-20 23:04:42,410 - INFO - [Train] step: 105199, loss_mpn: 0.064912, loss_rec: 0.106589, loss_semantic: 1.170479, loss_idmrf: 6.906984, loss_adv_gen: -181.980057, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:05:13,328 - INFO - [Train] step: 105299, loss_adv_disc: -7.429995, lr_disc: 0.000010
+2023-03-20 23:05:13,533 - INFO - [Train] step: 105299, loss_mpn: 0.060454, loss_rec: 0.111494, loss_semantic: 1.196416, loss_idmrf: 8.710012, loss_adv_gen: -163.436386, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:05:44,410 - INFO - [Train] step: 105399, loss_adv_disc: 1.271039, lr_disc: 0.000010
+2023-03-20 23:05:44,615 - INFO - [Train] step: 105399, loss_mpn: 0.020134, loss_rec: 0.046367, loss_semantic: 0.602437, loss_idmrf: 1.685458, loss_adv_gen: -212.051727, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:06:15,856 - INFO - [Train] step: 105499, loss_adv_disc: 2.259870, lr_disc: 0.000010
+2023-03-20 23:06:16,060 - INFO - [Train] step: 105499, loss_mpn: 0.014886, loss_rec: 0.041499, loss_semantic: 0.629946, loss_idmrf: 2.632883, loss_adv_gen: -158.046783, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:06:47,509 - INFO - [Train] step: 105599, loss_adv_disc: -14.894135, lr_disc: 0.000010
+2023-03-20 23:06:47,713 - INFO - [Train] step: 105599, loss_mpn: 0.040854, loss_rec: 0.109210, loss_semantic: 1.145240, loss_idmrf: 8.499815, loss_adv_gen: -164.273926, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:07:18,187 - INFO - [Train] step: 105699, loss_adv_disc: -2.894844, lr_disc: 0.000010
+2023-03-20 23:07:18,391 - INFO - [Train] step: 105699, loss_mpn: 0.033168, loss_rec: 0.086516, loss_semantic: 0.964459, loss_idmrf: 7.076174, loss_adv_gen: -171.717407, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:07:49,136 - INFO - [Train] step: 105799, loss_adv_disc: -13.035315, lr_disc: 0.000010
+2023-03-20 23:07:49,348 - INFO - [Train] step: 105799, loss_mpn: 0.035557, loss_rec: 0.141597, loss_semantic: 1.477966, loss_idmrf: 8.343807, loss_adv_gen: -166.076218, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:08:20,129 - INFO - [Train] step: 105899, loss_adv_disc: -6.518184, lr_disc: 0.000010
+2023-03-20 23:08:20,337 - INFO - [Train] step: 105899, loss_mpn: 0.066658, loss_rec: 0.138670, loss_semantic: 1.190748, loss_idmrf: 5.748434, loss_adv_gen: -179.400452, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:08:51,054 - INFO - [Train] step: 105999, loss_adv_disc: -3.497036, lr_disc: 0.000010
+2023-03-20 23:08:51,260 - INFO - [Train] step: 105999, loss_mpn: 0.026960, loss_rec: 0.084729, loss_semantic: 0.968627, loss_idmrf: 4.256442, loss_adv_gen: -191.863297, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:10:00,675 - INFO - [Eval] step: 105999, bce: 0.084489, psnr: 23.459986, ssim: 0.814032
+2023-03-20 23:10:37,853 - INFO - [Train] step: 106099, loss_adv_disc: 7.816670, lr_disc: 0.000010
+2023-03-20 23:10:38,054 - INFO - [Train] step: 106099, loss_mpn: 0.012385, loss_rec: 0.051602, loss_semantic: 0.703418, loss_idmrf: 2.619330, loss_adv_gen: -192.656158, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:11:08,960 - INFO - [Train] step: 106199, loss_adv_disc: -4.088614, lr_disc: 0.000010
+2023-03-20 23:11:09,166 - INFO - [Train] step: 106199, loss_mpn: 0.021561, loss_rec: 0.053018, loss_semantic: 0.816016, loss_idmrf: 4.578774, loss_adv_gen: -127.662758, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:11:40,204 - INFO - [Train] step: 106299, loss_adv_disc: -1.213697, lr_disc: 0.000010
+2023-03-20 23:11:40,407 - INFO - [Train] step: 106299, loss_mpn: 0.020587, loss_rec: 0.071221, loss_semantic: 0.838160, loss_idmrf: 5.818178, loss_adv_gen: -158.446274, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:12:11,225 - INFO - [Train] step: 106399, loss_adv_disc: -8.856699, lr_disc: 0.000010
+2023-03-20 23:12:11,430 - INFO - [Train] step: 106399, loss_mpn: 0.042048, loss_rec: 0.096683, loss_semantic: 0.868137, loss_idmrf: 2.960747, loss_adv_gen: -191.102402, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:12:42,653 - INFO - [Train] step: 106499, loss_adv_disc: -0.117024, lr_disc: 0.000010
+2023-03-20 23:12:42,863 - INFO - [Train] step: 106499, loss_mpn: 0.025245, loss_rec: 0.054588, loss_semantic: 0.744276, loss_idmrf: 4.431449, loss_adv_gen: -165.498352, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:13:13,678 - INFO - [Train] step: 106599, loss_adv_disc: -9.538019, lr_disc: 0.000010
+2023-03-20 23:13:13,886 - INFO - [Train] step: 106599, loss_mpn: 0.043539, loss_rec: 0.087393, loss_semantic: 0.939957, loss_idmrf: 6.230610, loss_adv_gen: -166.703720, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:13:44,061 - INFO - [Train] step: 106699, loss_adv_disc: 1.594396, lr_disc: 0.000010
+2023-03-20 23:13:44,266 - INFO - [Train] step: 106699, loss_mpn: 0.044560, loss_rec: 0.076044, loss_semantic: 0.909465, loss_idmrf: 5.686590, loss_adv_gen: -170.283020, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:14:14,928 - INFO - [Train] step: 106799, loss_adv_disc: -0.785405, lr_disc: 0.000010
+2023-03-20 23:14:15,135 - INFO - [Train] step: 106799, loss_mpn: 0.010409, loss_rec: 0.043175, loss_semantic: 0.635801, loss_idmrf: 2.442876, loss_adv_gen: -153.982086, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:14:46,142 - INFO - [Train] step: 106899, loss_adv_disc: -4.511787, lr_disc: 0.000010
+2023-03-20 23:14:46,349 - INFO - [Train] step: 106899, loss_mpn: 0.025497, loss_rec: 0.057111, loss_semantic: 0.739469, loss_idmrf: 3.775828, loss_adv_gen: -173.241730, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:15:17,081 - INFO - [Train] step: 106999, loss_adv_disc: -15.118990, lr_disc: 0.000010
+2023-03-20 23:15:17,284 - INFO - [Train] step: 106999, loss_mpn: 0.042469, loss_rec: 0.091888, loss_semantic: 0.953440, loss_idmrf: 6.486294, loss_adv_gen: -159.057404, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:16:26,778 - INFO - [Eval] step: 106999, bce: 0.081836, psnr: 23.539806, ssim: 0.814338
+2023-03-20 23:17:03,619 - INFO - [Train] step: 107099, loss_adv_disc: -8.182801, lr_disc: 0.000010
+2023-03-20 23:17:03,826 - INFO - [Train] step: 107099, loss_mpn: 0.039183, loss_rec: 0.107776, loss_semantic: 0.975936, loss_idmrf: 4.577142, loss_adv_gen: -190.828201, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:17:34,296 - INFO - [Train] step: 107199, loss_adv_disc: -1.342779, lr_disc: 0.000010
+2023-03-20 23:17:34,503 - INFO - [Train] step: 107199, loss_mpn: 0.026992, loss_rec: 0.060189, loss_semantic: 0.747372, loss_idmrf: 4.204654, loss_adv_gen: -145.119446, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:18:05,353 - INFO - [Train] step: 107299, loss_adv_disc: -10.111900, lr_disc: 0.000010
+2023-03-20 23:18:05,558 - INFO - [Train] step: 107299, loss_mpn: 0.043656, loss_rec: 0.116580, loss_semantic: 1.234315, loss_idmrf: 5.370522, loss_adv_gen: -196.766357, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:18:37,145 - INFO - [Train] step: 107399, loss_adv_disc: 1.790935, lr_disc: 0.000010
+2023-03-20 23:18:37,356 - INFO - [Train] step: 107399, loss_mpn: 0.022026, loss_rec: 0.060278, loss_semantic: 0.725638, loss_idmrf: 4.076365, loss_adv_gen: -164.483566, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:19:08,576 - INFO - [Train] step: 107499, loss_adv_disc: -12.782536, lr_disc: 0.000010
+2023-03-20 23:19:08,790 - INFO - [Train] step: 107499, loss_mpn: 0.041246, loss_rec: 0.104255, loss_semantic: 0.965895, loss_idmrf: 5.025750, loss_adv_gen: -176.508072, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:19:39,416 - INFO - [Train] step: 107599, loss_adv_disc: -8.372333, lr_disc: 0.000010
+2023-03-20 23:19:39,624 - INFO - [Train] step: 107599, loss_mpn: 0.034239, loss_rec: 0.074579, loss_semantic: 0.815760, loss_idmrf: 5.330055, loss_adv_gen: -150.105530, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:20:10,256 - INFO - [Train] step: 107699, loss_adv_disc: 0.225150, lr_disc: 0.000010
+2023-03-20 23:20:10,469 - INFO - [Train] step: 107699, loss_mpn: 0.009380, loss_rec: 0.029763, loss_semantic: 0.524635, loss_idmrf: 2.171179, loss_adv_gen: -174.671341, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:20:41,440 - INFO - [Train] step: 107799, loss_adv_disc: -5.233853, lr_disc: 0.000010
+2023-03-20 23:20:41,638 - INFO - [Train] step: 107799, loss_mpn: 0.036371, loss_rec: 0.068994, loss_semantic: 0.821244, loss_idmrf: 4.250022, loss_adv_gen: -165.905212, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:21:12,473 - INFO - [Train] step: 107899, loss_adv_disc: 0.206415, lr_disc: 0.000010
+2023-03-20 23:21:12,679 - INFO - [Train] step: 107899, loss_mpn: 0.056693, loss_rec: 0.095270, loss_semantic: 0.912644, loss_idmrf: 6.056433, loss_adv_gen: -175.821030, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:21:43,362 - INFO - [Train] step: 107999, loss_adv_disc: -0.346187, lr_disc: 0.000010
+2023-03-20 23:21:43,566 - INFO - [Train] step: 107999, loss_mpn: 0.009648, loss_rec: 0.042747, loss_semantic: 0.600977, loss_idmrf: 2.467438, loss_adv_gen: -155.618317, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:22:52,958 - INFO - [Eval] step: 107999, bce: 0.081900, psnr: 23.558905, ssim: 0.810755
+2023-03-20 23:23:29,827 - INFO - [Train] step: 108099, loss_adv_disc: -4.683737, lr_disc: 0.000010
+2023-03-20 23:23:30,032 - INFO - [Train] step: 108099, loss_mpn: 0.068767, loss_rec: 0.086955, loss_semantic: 0.908955, loss_idmrf: 6.621459, loss_adv_gen: -151.122055, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:24:00,869 - INFO - [Train] step: 108199, loss_adv_disc: -5.769937, lr_disc: 0.000010
+2023-03-20 23:24:01,074 - INFO - [Train] step: 108199, loss_mpn: 0.035490, loss_rec: 0.066153, loss_semantic: 0.943877, loss_idmrf: 5.084152, loss_adv_gen: -161.604752, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:24:31,931 - INFO - [Train] step: 108299, loss_adv_disc: -1.215015, lr_disc: 0.000010
+2023-03-20 23:24:32,138 - INFO - [Train] step: 108299, loss_mpn: 0.046477, loss_rec: 0.067932, loss_semantic: 0.796552, loss_idmrf: 5.078920, loss_adv_gen: -139.597580, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:25:03,674 - INFO - [Train] step: 108399, loss_adv_disc: -10.865734, lr_disc: 0.000010
+2023-03-20 23:25:03,879 - INFO - [Train] step: 108399, loss_mpn: 0.042469, loss_rec: 0.085375, loss_semantic: 0.984630, loss_idmrf: 7.608917, loss_adv_gen: -153.227509, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:25:34,704 - INFO - [Train] step: 108499, loss_adv_disc: 1.732363, lr_disc: 0.000010
+2023-03-20 23:25:34,908 - INFO - [Train] step: 108499, loss_mpn: 0.030793, loss_rec: 0.098809, loss_semantic: 0.914820, loss_idmrf: 3.606188, loss_adv_gen: -204.695816, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:26:05,716 - INFO - [Train] step: 108599, loss_adv_disc: -1.764391, lr_disc: 0.000010
+2023-03-20 23:26:05,920 - INFO - [Train] step: 108599, loss_mpn: 0.035487, loss_rec: 0.066342, loss_semantic: 0.839807, loss_idmrf: 6.111897, loss_adv_gen: -138.861206, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:26:36,866 - INFO - [Train] step: 108699, loss_adv_disc: 0.602683, lr_disc: 0.000010
+2023-03-20 23:26:37,071 - INFO - [Train] step: 108699, loss_mpn: 0.016257, loss_rec: 0.061624, loss_semantic: 0.856116, loss_idmrf: 4.205912, loss_adv_gen: -164.710373, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:27:07,715 - INFO - [Train] step: 108799, loss_adv_disc: -4.015544, lr_disc: 0.000010
+2023-03-20 23:27:07,924 - INFO - [Train] step: 108799, loss_mpn: 0.019727, loss_rec: 0.089037, loss_semantic: 0.781646, loss_idmrf: 4.083633, loss_adv_gen: -182.638062, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:27:38,458 - INFO - [Train] step: 108899, loss_adv_disc: 1.156136, lr_disc: 0.000010
+2023-03-20 23:27:38,662 - INFO - [Train] step: 108899, loss_mpn: 0.010351, loss_rec: 0.047583, loss_semantic: 0.619023, loss_idmrf: 1.765512, loss_adv_gen: -181.161224, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:28:09,516 - INFO - [Train] step: 108999, loss_adv_disc: -1.627535, lr_disc: 0.000010
+2023-03-20 23:28:09,720 - INFO - [Train] step: 108999, loss_mpn: 0.033988, loss_rec: 0.078605, loss_semantic: 0.847806, loss_idmrf: 5.049601, loss_adv_gen: -167.938431, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:29:19,502 - INFO - [Eval] step: 108999, bce: 0.081590, psnr: 23.593525, ssim: 0.812494
+2023-03-20 23:29:56,157 - INFO - [Train] step: 109099, loss_adv_disc: -1.333524, lr_disc: 0.000010
+2023-03-20 23:29:56,359 - INFO - [Train] step: 109099, loss_mpn: 0.010722, loss_rec: 0.038525, loss_semantic: 0.512799, loss_idmrf: 2.766857, loss_adv_gen: -145.152924, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:30:27,563 - INFO - [Train] step: 109199, loss_adv_disc: 2.182861, lr_disc: 0.000010
+2023-03-20 23:30:27,770 - INFO - [Train] step: 109199, loss_mpn: 0.042702, loss_rec: 0.072128, loss_semantic: 0.852533, loss_idmrf: 5.523906, loss_adv_gen: -166.133636, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:30:59,288 - INFO - [Train] step: 109299, loss_adv_disc: -8.298128, lr_disc: 0.000010
+2023-03-20 23:30:59,514 - INFO - [Train] step: 109299, loss_mpn: 0.030506, loss_rec: 0.072856, loss_semantic: 0.831051, loss_idmrf: 4.767552, loss_adv_gen: -175.033539, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:31:30,370 - INFO - [Train] step: 109399, loss_adv_disc: 1.125610, lr_disc: 0.000010
+2023-03-20 23:31:30,573 - INFO - [Train] step: 109399, loss_mpn: 0.018801, loss_rec: 0.049662, loss_semantic: 0.621896, loss_idmrf: 1.977124, loss_adv_gen: -173.760666, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:32:01,507 - INFO - [Train] step: 109499, loss_adv_disc: 2.518036, lr_disc: 0.000010
+2023-03-20 23:32:01,712 - INFO - [Train] step: 109499, loss_mpn: 0.012096, loss_rec: 0.040728, loss_semantic: 0.617385, loss_idmrf: 2.230016, loss_adv_gen: -165.747833, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:32:33,279 - INFO - [Train] step: 109599, loss_adv_disc: -8.392029, lr_disc: 0.000010
+2023-03-20 23:32:33,487 - INFO - [Train] step: 109599, loss_mpn: 0.025325, loss_rec: 0.057502, loss_semantic: 0.667906, loss_idmrf: 3.765084, loss_adv_gen: -150.136993, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:33:04,105 - INFO - [Train] step: 109699, loss_adv_disc: -0.264635, lr_disc: 0.000010
+2023-03-20 23:33:04,313 - INFO - [Train] step: 109699, loss_mpn: 0.121574, loss_rec: 0.087304, loss_semantic: 0.908995, loss_idmrf: 4.723598, loss_adv_gen: -178.947754, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:33:34,977 - INFO - [Train] step: 109799, loss_adv_disc: -4.077801, lr_disc: 0.000010
+2023-03-20 23:33:35,186 - INFO - [Train] step: 109799, loss_mpn: 0.061755, loss_rec: 0.094985, loss_semantic: 1.000086, loss_idmrf: 6.856565, loss_adv_gen: -137.488861, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:34:06,203 - INFO - [Train] step: 109899, loss_adv_disc: -8.174695, lr_disc: 0.000010
+2023-03-20 23:34:06,409 - INFO - [Train] step: 109899, loss_mpn: 0.024436, loss_rec: 0.073792, loss_semantic: 0.847995, loss_idmrf: 6.285787, loss_adv_gen: -147.050186, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:34:36,822 - INFO - [Train] step: 109999, loss_adv_disc: 1.700115, lr_disc: 0.000010
+2023-03-20 23:34:37,028 - INFO - [Train] step: 109999, loss_mpn: 0.019059, loss_rec: 0.045690, loss_semantic: 0.676866, loss_idmrf: 2.636366, loss_adv_gen: -163.614578, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:35:46,380 - INFO - [Eval] step: 109999, bce: 0.081133, psnr: 23.443701, ssim: 0.810422
+2023-03-20 23:36:23,192 - INFO - [Train] step: 110099, loss_adv_disc: -3.929337, lr_disc: 0.000010
+2023-03-20 23:36:23,396 - INFO - [Train] step: 110099, loss_mpn: 0.017001, loss_rec: 0.055961, loss_semantic: 0.695599, loss_idmrf: 4.731132, loss_adv_gen: -127.993134, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:36:54,631 - INFO - [Train] step: 110199, loss_adv_disc: -8.661232, lr_disc: 0.000010
+2023-03-20 23:36:54,847 - INFO - [Train] step: 110199, loss_mpn: 0.029444, loss_rec: 0.057696, loss_semantic: 0.727495, loss_idmrf: 6.986282, loss_adv_gen: -157.655304, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:37:26,187 - INFO - [Train] step: 110299, loss_adv_disc: -7.905890, lr_disc: 0.000010
+2023-03-20 23:37:26,393 - INFO - [Train] step: 110299, loss_mpn: 0.035769, loss_rec: 0.097603, loss_semantic: 0.976664, loss_idmrf: 5.534160, loss_adv_gen: -178.630234, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:37:57,238 - INFO - [Train] step: 110399, loss_adv_disc: 3.238625, lr_disc: 0.000010
+2023-03-20 23:37:57,446 - INFO - [Train] step: 110399, loss_mpn: 0.033388, loss_rec: 0.057552, loss_semantic: 0.742453, loss_idmrf: 4.353932, loss_adv_gen: -123.927277, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:38:28,239 - INFO - [Train] step: 110499, loss_adv_disc: -7.024537, lr_disc: 0.000010
+2023-03-20 23:38:28,447 - INFO - [Train] step: 110499, loss_mpn: 0.069662, loss_rec: 0.096112, loss_semantic: 0.966442, loss_idmrf: 7.615706, loss_adv_gen: -145.891602, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:38:59,079 - INFO - [Train] step: 110599, loss_adv_disc: 0.178420, lr_disc: 0.000010
+2023-03-20 23:38:59,284 - INFO - [Train] step: 110599, loss_mpn: 0.010226, loss_rec: 0.047411, loss_semantic: 0.628095, loss_idmrf: 2.008427, loss_adv_gen: -183.319366, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:39:30,062 - INFO - [Train] step: 110699, loss_adv_disc: -2.615850, lr_disc: 0.000010
+2023-03-20 23:39:30,277 - INFO - [Train] step: 110699, loss_mpn: 0.039661, loss_rec: 0.100907, loss_semantic: 1.096910, loss_idmrf: 4.167845, loss_adv_gen: -223.092758, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:40:01,045 - INFO - [Train] step: 110799, loss_adv_disc: -1.719156, lr_disc: 0.000010
+2023-03-20 23:40:01,247 - INFO - [Train] step: 110799, loss_mpn: 0.055162, loss_rec: 0.098630, loss_semantic: 1.068932, loss_idmrf: 5.862243, loss_adv_gen: -191.881989, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:40:32,156 - INFO - [Train] step: 110899, loss_adv_disc: -3.818421, lr_disc: 0.000010
+2023-03-20 23:40:32,362 - INFO - [Train] step: 110899, loss_mpn: 0.057422, loss_rec: 0.096264, loss_semantic: 1.050440, loss_idmrf: 7.221717, loss_adv_gen: -153.897247, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:41:03,339 - INFO - [Train] step: 110999, loss_adv_disc: -10.237557, lr_disc: 0.000010
+2023-03-20 23:41:03,547 - INFO - [Train] step: 110999, loss_mpn: 0.017686, loss_rec: 0.053767, loss_semantic: 0.702840, loss_idmrf: 4.320864, loss_adv_gen: -149.331039, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:42:12,729 - INFO - [Eval] step: 110999, bce: 0.083868, psnr: 23.570391, ssim: 0.813584
+2023-03-20 23:42:50,106 - INFO - [Train] step: 111099, loss_adv_disc: -4.617001, lr_disc: 0.000010
+2023-03-20 23:42:50,312 - INFO - [Train] step: 111099, loss_mpn: 0.022746, loss_rec: 0.059748, loss_semantic: 0.767465, loss_idmrf: 4.829647, loss_adv_gen: -177.417343, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:43:21,802 - INFO - [Train] step: 111199, loss_adv_disc: -7.875836, lr_disc: 0.000010
+2023-03-20 23:43:22,003 - INFO - [Train] step: 111199, loss_mpn: 0.043586, loss_rec: 0.085634, loss_semantic: 1.150321, loss_idmrf: 7.769354, loss_adv_gen: -157.296738, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:43:52,754 - INFO - [Train] step: 111299, loss_adv_disc: 1.161035, lr_disc: 0.000010
+2023-03-20 23:43:52,959 - INFO - [Train] step: 111299, loss_mpn: 0.007043, loss_rec: 0.023426, loss_semantic: 0.445503, loss_idmrf: 1.752177, loss_adv_gen: -144.957260, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:44:23,652 - INFO - [Train] step: 111399, loss_adv_disc: -0.005826, lr_disc: 0.000010
+2023-03-20 23:44:23,853 - INFO - [Train] step: 111399, loss_mpn: 0.019185, loss_rec: 0.056906, loss_semantic: 0.748714, loss_idmrf: 2.778302, loss_adv_gen: -184.726074, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:44:54,285 - INFO - [Train] step: 111499, loss_adv_disc: -9.913777, lr_disc: 0.000010
+2023-03-20 23:44:54,493 - INFO - [Train] step: 111499, loss_mpn: 0.029377, loss_rec: 0.074248, loss_semantic: 0.763909, loss_idmrf: 3.957810, loss_adv_gen: -154.599426, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:45:25,301 - INFO - [Train] step: 111599, loss_adv_disc: -1.410153, lr_disc: 0.000010
+2023-03-20 23:45:25,506 - INFO - [Train] step: 111599, loss_mpn: 0.013662, loss_rec: 0.064961, loss_semantic: 0.776747, loss_idmrf: 2.920196, loss_adv_gen: -206.925247, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:45:55,782 - INFO - [Train] step: 111699, loss_adv_disc: -1.614710, lr_disc: 0.000010
+2023-03-20 23:45:55,993 - INFO - [Train] step: 111699, loss_mpn: 0.059327, loss_rec: 0.150419, loss_semantic: 1.319792, loss_idmrf: 7.266839, loss_adv_gen: -192.154877, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:46:26,993 - INFO - [Train] step: 111799, loss_adv_disc: -8.238399, lr_disc: 0.000010
+2023-03-20 23:46:27,200 - INFO - [Train] step: 111799, loss_mpn: 0.058649, loss_rec: 0.112769, loss_semantic: 1.126949, loss_idmrf: 9.534393, loss_adv_gen: -147.928101, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:46:58,478 - INFO - [Train] step: 111899, loss_adv_disc: -12.312037, lr_disc: 0.000010
+2023-03-20 23:46:58,684 - INFO - [Train] step: 111899, loss_mpn: 0.040034, loss_rec: 0.094137, loss_semantic: 0.989080, loss_idmrf: 4.693862, loss_adv_gen: -175.031784, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:47:29,261 - INFO - [Train] step: 111999, loss_adv_disc: 2.300070, lr_disc: 0.000010
+2023-03-20 23:47:29,473 - INFO - [Train] step: 111999, loss_mpn: 0.013276, loss_rec: 0.048079, loss_semantic: 0.630207, loss_idmrf: 2.149399, loss_adv_gen: -189.281647, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:48:39,511 - INFO - [Eval] step: 111999, bce: 0.080156, psnr: 23.514175, ssim: 0.812431
+2023-03-20 23:49:17,031 - INFO - [Train] step: 112099, loss_adv_disc: -10.741657, lr_disc: 0.000010
+2023-03-20 23:49:17,249 - INFO - [Train] step: 112099, loss_mpn: 0.021944, loss_rec: 0.078144, loss_semantic: 0.909149, loss_idmrf: 5.172184, loss_adv_gen: -142.186813, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:49:47,690 - INFO - [Train] step: 112199, loss_adv_disc: -5.553954, lr_disc: 0.000010
+2023-03-20 23:49:47,902 - INFO - [Train] step: 112199, loss_mpn: 0.021476, loss_rec: 0.070764, loss_semantic: 0.834610, loss_idmrf: 3.424013, loss_adv_gen: -186.809174, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:50:18,260 - INFO - [Train] step: 112299, loss_adv_disc: -7.311554, lr_disc: 0.000010
+2023-03-20 23:50:18,468 - INFO - [Train] step: 112299, loss_mpn: 0.040925, loss_rec: 0.081033, loss_semantic: 0.905917, loss_idmrf: 5.977425, loss_adv_gen: -162.925262, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:50:48,942 - INFO - [Train] step: 112399, loss_adv_disc: -1.888362, lr_disc: 0.000010
+2023-03-20 23:50:49,153 - INFO - [Train] step: 112399, loss_mpn: 0.045238, loss_rec: 0.095403, loss_semantic: 1.052832, loss_idmrf: 5.354904, loss_adv_gen: -172.438782, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:51:19,885 - INFO - [Train] step: 112499, loss_adv_disc: -0.706029, lr_disc: 0.000010
+2023-03-20 23:51:20,093 - INFO - [Train] step: 112499, loss_mpn: 0.021810, loss_rec: 0.093927, loss_semantic: 0.833935, loss_idmrf: 4.405546, loss_adv_gen: -165.484512, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:51:50,808 - INFO - [Train] step: 112599, loss_adv_disc: 1.739058, lr_disc: 0.000010
+2023-03-20 23:51:51,017 - INFO - [Train] step: 112599, loss_mpn: 0.021633, loss_rec: 0.061482, loss_semantic: 0.712608, loss_idmrf: 2.889973, loss_adv_gen: -170.347336, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:52:21,505 - INFO - [Train] step: 112699, loss_adv_disc: -1.332664, lr_disc: 0.000010
+2023-03-20 23:52:21,710 - INFO - [Train] step: 112699, loss_mpn: 0.012145, loss_rec: 0.042720, loss_semantic: 0.629654, loss_idmrf: 4.646765, loss_adv_gen: -127.088348, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:52:51,815 - INFO - [Train] step: 112799, loss_adv_disc: 3.586956, lr_disc: 0.000010
+2023-03-20 23:52:52,019 - INFO - [Train] step: 112799, loss_mpn: 0.051305, loss_rec: 0.077019, loss_semantic: 0.891437, loss_idmrf: 5.984065, loss_adv_gen: -160.958313, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:53:22,192 - INFO - [Train] step: 112899, loss_adv_disc: -3.573829, lr_disc: 0.000010
+2023-03-20 23:53:22,398 - INFO - [Train] step: 112899, loss_mpn: 0.030434, loss_rec: 0.068272, loss_semantic: 0.771609, loss_idmrf: 4.901780, loss_adv_gen: -146.252777, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:53:52,834 - INFO - [Train] step: 112999, loss_adv_disc: -9.443235, lr_disc: 0.000010
+2023-03-20 23:53:53,045 - INFO - [Train] step: 112999, loss_mpn: 0.062114, loss_rec: 0.127463, loss_semantic: 1.011783, loss_idmrf: 6.912169, loss_adv_gen: -162.084427, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:55:06,230 - INFO - [Eval] step: 112999, bce: 0.085348, psnr: 23.562408, ssim: 0.812414
+2023-03-20 23:55:43,353 - INFO - [Train] step: 113099, loss_adv_disc: 1.008679, lr_disc: 0.000010
+2023-03-20 23:55:43,555 - INFO - [Train] step: 113099, loss_mpn: 0.042440, loss_rec: 0.089613, loss_semantic: 0.867109, loss_idmrf: 3.163858, loss_adv_gen: -189.313232, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:56:14,074 - INFO - [Train] step: 113199, loss_adv_disc: -6.042376, lr_disc: 0.000010
+2023-03-20 23:56:14,278 - INFO - [Train] step: 113199, loss_mpn: 0.025082, loss_rec: 0.072285, loss_semantic: 0.811685, loss_idmrf: 5.438441, loss_adv_gen: -168.998184, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:56:44,695 - INFO - [Train] step: 113299, loss_adv_disc: -5.074685, lr_disc: 0.000010
+2023-03-20 23:56:44,922 - INFO - [Train] step: 113299, loss_mpn: 0.037261, loss_rec: 0.071263, loss_semantic: 0.845987, loss_idmrf: 7.347834, loss_adv_gen: -146.557495, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:57:15,592 - INFO - [Train] step: 113399, loss_adv_disc: -10.292025, lr_disc: 0.000010
+2023-03-20 23:57:15,799 - INFO - [Train] step: 113399, loss_mpn: 0.067881, loss_rec: 0.121252, loss_semantic: 1.149317, loss_idmrf: 8.218218, loss_adv_gen: -155.946335, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:57:46,449 - INFO - [Train] step: 113499, loss_adv_disc: 1.851169, lr_disc: 0.000010
+2023-03-20 23:57:46,652 - INFO - [Train] step: 113499, loss_mpn: 0.026895, loss_rec: 0.049462, loss_semantic: 0.671763, loss_idmrf: 4.130934, loss_adv_gen: -130.770676, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:58:17,499 - INFO - [Train] step: 113599, loss_adv_disc: 0.083004, lr_disc: 0.000010
+2023-03-20 23:58:17,707 - INFO - [Train] step: 113599, loss_mpn: 0.022757, loss_rec: 0.060554, loss_semantic: 0.777720, loss_idmrf: 3.088029, loss_adv_gen: -178.533325, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:58:48,241 - INFO - [Train] step: 113699, loss_adv_disc: 1.130725, lr_disc: 0.000010
+2023-03-20 23:58:48,438 - INFO - [Train] step: 113699, loss_mpn: 0.006336, loss_rec: 0.029342, loss_semantic: 0.497832, loss_idmrf: 1.382815, loss_adv_gen: -148.111221, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:59:18,671 - INFO - [Train] step: 113799, loss_adv_disc: -0.434305, lr_disc: 0.000010
+2023-03-20 23:59:18,875 - INFO - [Train] step: 113799, loss_mpn: 0.031751, loss_rec: 0.099831, loss_semantic: 0.745060, loss_idmrf: 2.817847, loss_adv_gen: -194.549530, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:59:49,267 - INFO - [Train] step: 113899, loss_adv_disc: 2.335837, lr_disc: 0.000010
+2023-03-20 23:59:49,472 - INFO - [Train] step: 113899, loss_mpn: 0.011381, loss_rec: 0.044962, loss_semantic: 0.635898, loss_idmrf: 2.272819, loss_adv_gen: -168.597153, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:00:19,732 - INFO - [Train] step: 113999, loss_adv_disc: -0.002651, lr_disc: 0.000010
+2023-03-21 00:00:19,940 - INFO - [Train] step: 113999, loss_mpn: 0.033274, loss_rec: 0.093509, loss_semantic: 0.960115, loss_idmrf: 5.663209, loss_adv_gen: -180.173843, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:01:32,911 - INFO - [Eval] step: 113999, bce: 0.081912, psnr: 23.568850, ssim: 0.812156
+2023-03-21 00:02:08,631 - INFO - [Train] step: 114099, loss_adv_disc: 0.291969, lr_disc: 0.000010
+2023-03-21 00:02:08,827 - INFO - [Train] step: 114099, loss_mpn: 0.008234, loss_rec: 0.023918, loss_semantic: 0.437696, loss_idmrf: 1.257740, loss_adv_gen: -143.729736, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:02:39,025 - INFO - [Train] step: 114199, loss_adv_disc: 0.505341, lr_disc: 0.000010
+2023-03-21 00:02:39,233 - INFO - [Train] step: 114199, loss_mpn: 0.029365, loss_rec: 0.053196, loss_semantic: 0.655600, loss_idmrf: 3.125708, loss_adv_gen: -143.597565, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:03:09,638 - INFO - [Train] step: 114299, loss_adv_disc: -1.083398, lr_disc: 0.000010
+2023-03-21 00:03:09,840 - INFO - [Train] step: 114299, loss_mpn: 0.021899, loss_rec: 0.044926, loss_semantic: 0.673069, loss_idmrf: 4.514710, loss_adv_gen: -128.787521, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:03:40,260 - INFO - [Train] step: 114399, loss_adv_disc: -8.628332, lr_disc: 0.000010
+2023-03-21 00:03:40,467 - INFO - [Train] step: 114399, loss_mpn: 0.138406, loss_rec: 0.097695, loss_semantic: 0.929053, loss_idmrf: 6.778232, loss_adv_gen: -152.455444, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:04:10,828 - INFO - [Train] step: 114499, loss_adv_disc: -8.253820, lr_disc: 0.000010
+2023-03-21 00:04:11,032 - INFO - [Train] step: 114499, loss_mpn: 0.032114, loss_rec: 0.068836, loss_semantic: 0.822484, loss_idmrf: 4.299559, loss_adv_gen: -152.463760, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:04:41,367 - INFO - [Train] step: 114599, loss_adv_disc: -2.372829, lr_disc: 0.000010
+2023-03-21 00:04:41,571 - INFO - [Train] step: 114599, loss_mpn: 0.036814, loss_rec: 0.060458, loss_semantic: 0.794966, loss_idmrf: 4.349613, loss_adv_gen: -156.482239, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:05:11,820 - INFO - [Train] step: 114699, loss_adv_disc: -5.376135, lr_disc: 0.000010
+2023-03-21 00:05:12,025 - INFO - [Train] step: 114699, loss_mpn: 0.039153, loss_rec: 0.079054, loss_semantic: 0.863589, loss_idmrf: 4.069678, loss_adv_gen: -142.099762, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:05:42,166 - INFO - [Train] step: 114799, loss_adv_disc: 2.502071, lr_disc: 0.000010
+2023-03-21 00:05:42,373 - INFO - [Train] step: 114799, loss_mpn: 0.011988, loss_rec: 0.046993, loss_semantic: 0.690186, loss_idmrf: 2.698136, loss_adv_gen: -173.006958, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:06:12,835 - INFO - [Train] step: 114899, loss_adv_disc: -5.495244, lr_disc: 0.000010
+2023-03-21 00:06:13,042 - INFO - [Train] step: 114899, loss_mpn: 0.031498, loss_rec: 0.074546, loss_semantic: 0.708628, loss_idmrf: 4.420334, loss_adv_gen: -156.132828, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:06:43,188 - INFO - [Train] step: 114999, loss_adv_disc: -2.994036, lr_disc: 0.000010
+2023-03-21 00:06:43,399 - INFO - [Train] step: 114999, loss_mpn: 0.048681, loss_rec: 0.095572, loss_semantic: 1.070572, loss_idmrf: 7.443274, loss_adv_gen: -142.656342, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:07:56,596 - INFO - [Eval] step: 114999, bce: 0.081292, psnr: 23.630299, ssim: 0.815136
+2023-03-21 00:08:32,566 - INFO - [Train] step: 115099, loss_adv_disc: 2.168646, lr_disc: 0.000010
+2023-03-21 00:08:32,772 - INFO - [Train] step: 115099, loss_mpn: 0.007987, loss_rec: 0.037837, loss_semantic: 0.497611, loss_idmrf: 1.415231, loss_adv_gen: -171.237198, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:09:02,662 - INFO - [Train] step: 115199, loss_adv_disc: 1.361100, lr_disc: 0.000010
+2023-03-21 00:09:02,869 - INFO - [Train] step: 115199, loss_mpn: 0.015393, loss_rec: 0.055433, loss_semantic: 0.738109, loss_idmrf: 3.088890, loss_adv_gen: -178.435471, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:09:33,368 - INFO - [Train] step: 115299, loss_adv_disc: 2.513698, lr_disc: 0.000010
+2023-03-21 00:09:33,575 - INFO - [Train] step: 115299, loss_mpn: 0.002339, loss_rec: 0.020550, loss_semantic: 0.426775, loss_idmrf: 1.072475, loss_adv_gen: -175.602448, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:10:03,889 - INFO - [Train] step: 115399, loss_adv_disc: 2.393847, lr_disc: 0.000010
+2023-03-21 00:10:04,094 - INFO - [Train] step: 115399, loss_mpn: 0.009161, loss_rec: 0.030556, loss_semantic: 0.469275, loss_idmrf: 1.680886, loss_adv_gen: -167.105682, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:10:34,664 - INFO - [Train] step: 115499, loss_adv_disc: 1.481244, lr_disc: 0.000010
+2023-03-21 00:10:34,866 - INFO - [Train] step: 115499, loss_mpn: 0.007430, loss_rec: 0.030393, loss_semantic: 0.571858, loss_idmrf: 2.241661, loss_adv_gen: -131.955719, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:11:05,602 - INFO - [Train] step: 115599, loss_adv_disc: -7.136469, lr_disc: 0.000010
+2023-03-21 00:11:05,817 - INFO - [Train] step: 115599, loss_mpn: 0.017398, loss_rec: 0.043801, loss_semantic: 0.581120, loss_idmrf: 3.586158, loss_adv_gen: -152.235306, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:11:35,985 - INFO - [Train] step: 115699, loss_adv_disc: -8.256592, lr_disc: 0.000010
+2023-03-21 00:11:36,193 - INFO - [Train] step: 115699, loss_mpn: 0.040804, loss_rec: 0.090822, loss_semantic: 0.895709, loss_idmrf: 6.698647, loss_adv_gen: -148.158508, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:12:06,434 - INFO - [Train] step: 115799, loss_adv_disc: -1.808936, lr_disc: 0.000010
+2023-03-21 00:12:06,634 - INFO - [Train] step: 115799, loss_mpn: 0.010979, loss_rec: 0.048280, loss_semantic: 0.615258, loss_idmrf: 2.910089, loss_adv_gen: -136.249420, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:12:37,290 - INFO - [Train] step: 115899, loss_adv_disc: -0.028061, lr_disc: 0.000010
+2023-03-21 00:12:37,498 - INFO - [Train] step: 115899, loss_mpn: 0.015566, loss_rec: 0.037340, loss_semantic: 0.615909, loss_idmrf: 4.733149, loss_adv_gen: -137.846771, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:13:08,154 - INFO - [Train] step: 115999, loss_adv_disc: -0.376994, lr_disc: 0.000010
+2023-03-21 00:13:08,363 - INFO - [Train] step: 115999, loss_mpn: 0.032815, loss_rec: 0.056094, loss_semantic: 0.748593, loss_idmrf: 2.970943, loss_adv_gen: -151.496063, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:14:20,251 - INFO - [Eval] step: 115999, bce: 0.082198, psnr: 23.533691, ssim: 0.811751
+2023-03-21 00:14:56,037 - INFO - [Train] step: 116099, loss_adv_disc: -10.291462, lr_disc: 0.000010
+2023-03-21 00:14:56,239 - INFO - [Train] step: 116099, loss_mpn: 0.051425, loss_rec: 0.094014, loss_semantic: 0.963522, loss_idmrf: 5.580814, loss_adv_gen: -147.282104, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:15:26,345 - INFO - [Train] step: 116199, loss_adv_disc: -3.776608, lr_disc: 0.000010
+2023-03-21 00:15:26,551 - INFO - [Train] step: 116199, loss_mpn: 0.032363, loss_rec: 0.066666, loss_semantic: 0.868693, loss_idmrf: 4.102397, loss_adv_gen: -164.882385, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:15:56,561 - INFO - [Train] step: 116299, loss_adv_disc: -1.142884, lr_disc: 0.000010
+2023-03-21 00:15:56,767 - INFO - [Train] step: 116299, loss_mpn: 0.021496, loss_rec: 0.050608, loss_semantic: 0.588141, loss_idmrf: 3.336784, loss_adv_gen: -167.198425, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:16:27,149 - INFO - [Train] step: 116399, loss_adv_disc: -1.300828, lr_disc: 0.000010
+2023-03-21 00:16:27,355 - INFO - [Train] step: 116399, loss_mpn: 0.022520, loss_rec: 0.038604, loss_semantic: 0.585667, loss_idmrf: 2.540939, loss_adv_gen: -145.981079, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:16:57,721 - INFO - [Train] step: 116499, loss_adv_disc: -5.207035, lr_disc: 0.000010
+2023-03-21 00:16:57,928 - INFO - [Train] step: 116499, loss_mpn: 0.055295, loss_rec: 0.110662, loss_semantic: 0.962049, loss_idmrf: 4.579085, loss_adv_gen: -166.342697, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:17:28,009 - INFO - [Train] step: 116599, loss_adv_disc: -10.726931, lr_disc: 0.000010
+2023-03-21 00:17:28,213 - INFO - [Train] step: 116599, loss_mpn: 0.046379, loss_rec: 0.091083, loss_semantic: 0.979986, loss_idmrf: 7.885179, loss_adv_gen: -133.575043, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:17:58,145 - INFO - [Train] step: 116699, loss_adv_disc: 2.498827, lr_disc: 0.000010
+2023-03-21 00:17:58,354 - INFO - [Train] step: 116699, loss_mpn: 0.005512, loss_rec: 0.031755, loss_semantic: 0.466112, loss_idmrf: 1.203003, loss_adv_gen: -172.191071, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:18:28,436 - INFO - [Train] step: 116799, loss_adv_disc: -2.092954, lr_disc: 0.000010
+2023-03-21 00:18:28,641 - INFO - [Train] step: 116799, loss_mpn: 0.032017, loss_rec: 0.067125, loss_semantic: 0.772584, loss_idmrf: 4.925846, loss_adv_gen: -136.014771, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:18:58,841 - INFO - [Train] step: 116899, loss_adv_disc: 2.189145, lr_disc: 0.000010
+2023-03-21 00:18:59,047 - INFO - [Train] step: 116899, loss_mpn: 0.078709, loss_rec: 0.093395, loss_semantic: 0.815855, loss_idmrf: 4.200006, loss_adv_gen: -180.956055, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:19:29,978 - INFO - [Train] step: 116999, loss_adv_disc: -6.156533, lr_disc: 0.000010
+2023-03-21 00:19:30,183 - INFO - [Train] step: 116999, loss_mpn: 0.035462, loss_rec: 0.063501, loss_semantic: 0.717831, loss_idmrf: 6.128241, loss_adv_gen: -127.894020, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:20:41,291 - INFO - [Eval] step: 116999, bce: 0.081404, psnr: 23.663183, ssim: 0.816099
+2023-03-21 00:21:17,017 - INFO - [Train] step: 117099, loss_adv_disc: 2.553685, lr_disc: 0.000010
+2023-03-21 00:21:17,223 - INFO - [Train] step: 117099, loss_mpn: 0.024981, loss_rec: 0.066349, loss_semantic: 0.879478, loss_idmrf: 3.479756, loss_adv_gen: -191.909836, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:21:47,250 - INFO - [Train] step: 117199, loss_adv_disc: -2.051917, lr_disc: 0.000010
+2023-03-21 00:21:47,456 - INFO - [Train] step: 117199, loss_mpn: 0.023587, loss_rec: 0.054185, loss_semantic: 0.686403, loss_idmrf: 3.654541, loss_adv_gen: -168.350174, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:22:17,826 - INFO - [Train] step: 117299, loss_adv_disc: -1.008458, lr_disc: 0.000010
+2023-03-21 00:22:18,034 - INFO - [Train] step: 117299, loss_mpn: 0.018755, loss_rec: 0.049659, loss_semantic: 0.634027, loss_idmrf: 2.068827, loss_adv_gen: -152.323090, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:22:48,280 - INFO - [Train] step: 117399, loss_adv_disc: -11.379150, lr_disc: 0.000010
+2023-03-21 00:22:48,478 - INFO - [Train] step: 117399, loss_mpn: 0.048991, loss_rec: 0.102542, loss_semantic: 0.971033, loss_idmrf: 5.306164, loss_adv_gen: -170.685760, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:23:18,865 - INFO - [Train] step: 117499, loss_adv_disc: -2.563019, lr_disc: 0.000010
+2023-03-21 00:23:19,072 - INFO - [Train] step: 117499, loss_mpn: 0.036293, loss_rec: 0.086387, loss_semantic: 0.982576, loss_idmrf: 4.745119, loss_adv_gen: -172.030502, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:23:49,096 - INFO - [Train] step: 117599, loss_adv_disc: -1.410105, lr_disc: 0.000010
+2023-03-21 00:23:49,293 - INFO - [Train] step: 117599, loss_mpn: 0.043427, loss_rec: 0.064727, loss_semantic: 0.730846, loss_idmrf: 3.648422, loss_adv_gen: -127.891060, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:24:19,485 - INFO - [Train] step: 117699, loss_adv_disc: -6.628683, lr_disc: 0.000010
+2023-03-21 00:24:19,691 - INFO - [Train] step: 117699, loss_mpn: 0.040859, loss_rec: 0.094911, loss_semantic: 0.998108, loss_idmrf: 5.681416, loss_adv_gen: -175.693466, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:24:50,205 - INFO - [Train] step: 117799, loss_adv_disc: -4.975276, lr_disc: 0.000010
+2023-03-21 00:24:50,413 - INFO - [Train] step: 117799, loss_mpn: 0.034844, loss_rec: 0.065060, loss_semantic: 0.773625, loss_idmrf: 4.992085, loss_adv_gen: -140.410706, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:25:21,525 - INFO - [Train] step: 117899, loss_adv_disc: 0.075781, lr_disc: 0.000010
+2023-03-21 00:25:21,735 - INFO - [Train] step: 117899, loss_mpn: 0.005993, loss_rec: 0.035441, loss_semantic: 0.478108, loss_idmrf: 1.802686, loss_adv_gen: -162.070801, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:25:52,335 - INFO - [Train] step: 117999, loss_adv_disc: -6.007544, lr_disc: 0.000010
+2023-03-21 00:25:52,542 - INFO - [Train] step: 117999, loss_mpn: 0.029730, loss_rec: 0.078259, loss_semantic: 0.979836, loss_idmrf: 6.579874, loss_adv_gen: -141.770996, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:27:02,567 - INFO - [Eval] step: 117999, bce: 0.080740, psnr: 23.453468, ssim: 0.810985
+2023-03-21 00:27:38,663 - INFO - [Train] step: 118099, loss_adv_disc: 3.635777, lr_disc: 0.000010
+2023-03-21 00:27:38,864 - INFO - [Train] step: 118099, loss_mpn: 0.041093, loss_rec: 0.073143, loss_semantic: 0.784732, loss_idmrf: 4.219280, loss_adv_gen: -161.310623, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:28:08,769 - INFO - [Train] step: 118199, loss_adv_disc: -1.586074, lr_disc: 0.000010
+2023-03-21 00:28:08,972 - INFO - [Train] step: 118199, loss_mpn: 0.029506, loss_rec: 0.074317, loss_semantic: 0.779693, loss_idmrf: 3.311747, loss_adv_gen: -188.926239, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:28:39,506 - INFO - [Train] step: 118299, loss_adv_disc: -3.775564, lr_disc: 0.000010
+2023-03-21 00:28:39,708 - INFO - [Train] step: 118299, loss_mpn: 0.039124, loss_rec: 0.096159, loss_semantic: 1.040304, loss_idmrf: 5.189220, loss_adv_gen: -189.154404, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:29:09,809 - INFO - [Train] step: 118399, loss_adv_disc: 0.009224, lr_disc: 0.000010
+2023-03-21 00:29:10,014 - INFO - [Train] step: 118399, loss_mpn: 0.042775, loss_rec: 0.081301, loss_semantic: 0.987083, loss_idmrf: 6.894756, loss_adv_gen: -146.566742, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:29:40,573 - INFO - [Train] step: 118499, loss_adv_disc: -3.817944, lr_disc: 0.000010
+2023-03-21 00:29:40,771 - INFO - [Train] step: 118499, loss_mpn: 0.047232, loss_rec: 0.102292, loss_semantic: 0.886911, loss_idmrf: 5.401733, loss_adv_gen: -158.751663, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:30:10,957 - INFO - [Train] step: 118599, loss_adv_disc: -2.595137, lr_disc: 0.000010
+2023-03-21 00:30:11,165 - INFO - [Train] step: 118599, loss_mpn: 0.025883, loss_rec: 0.051140, loss_semantic: 0.706014, loss_idmrf: 3.702259, loss_adv_gen: -149.164291, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:30:41,624 - INFO - [Train] step: 118699, loss_adv_disc: -1.154059, lr_disc: 0.000010
+2023-03-21 00:30:41,830 - INFO - [Train] step: 118699, loss_mpn: 0.038917, loss_rec: 0.089994, loss_semantic: 0.977367, loss_idmrf: 5.624046, loss_adv_gen: -163.745819, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:31:12,676 - INFO - [Train] step: 118799, loss_adv_disc: 1.224633, lr_disc: 0.000010
+2023-03-21 00:31:12,880 - INFO - [Train] step: 118799, loss_mpn: 0.001712, loss_rec: 0.020288, loss_semantic: 0.369522, loss_idmrf: 0.761843, loss_adv_gen: -148.074951, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:31:43,512 - INFO - [Train] step: 118899, loss_adv_disc: -4.844231, lr_disc: 0.000010
+2023-03-21 00:31:43,713 - INFO - [Train] step: 118899, loss_mpn: 0.034282, loss_rec: 0.079314, loss_semantic: 0.765065, loss_idmrf: 4.150795, loss_adv_gen: -137.067856, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:32:13,642 - INFO - [Train] step: 118999, loss_adv_disc: -1.821441, lr_disc: 0.000010
+2023-03-21 00:32:13,849 - INFO - [Train] step: 118999, loss_mpn: 0.014261, loss_rec: 0.038493, loss_semantic: 0.559019, loss_idmrf: 2.198976, loss_adv_gen: -122.764687, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:33:23,009 - INFO - [Eval] step: 118999, bce: 0.080577, psnr: 23.609785, ssim: 0.814374
+2023-03-21 00:33:59,033 - INFO - [Train] step: 119099, loss_adv_disc: -6.981925, lr_disc: 0.000010
+2023-03-21 00:33:59,236 - INFO - [Train] step: 119099, loss_mpn: 0.046317, loss_rec: 0.079379, loss_semantic: 0.887780, loss_idmrf: 9.341650, loss_adv_gen: -127.724472, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:34:29,287 - INFO - [Train] step: 119199, loss_adv_disc: -3.509149, lr_disc: 0.000010
+2023-03-21 00:34:29,491 - INFO - [Train] step: 119199, loss_mpn: 0.012850, loss_rec: 0.053092, loss_semantic: 0.728651, loss_idmrf: 2.800833, loss_adv_gen: -197.993744, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:34:59,305 - INFO - [Train] step: 119299, loss_adv_disc: -3.739284, lr_disc: 0.000010
+2023-03-21 00:34:59,524 - INFO - [Train] step: 119299, loss_mpn: 0.087087, loss_rec: 0.158585, loss_semantic: 1.183136, loss_idmrf: 6.402717, loss_adv_gen: -157.384857, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:35:29,831 - INFO - [Train] step: 119399, loss_adv_disc: 1.182769, lr_disc: 0.000010
+2023-03-21 00:35:30,042 - INFO - [Train] step: 119399, loss_mpn: 0.047045, loss_rec: 0.057167, loss_semantic: 0.848008, loss_idmrf: 6.314791, loss_adv_gen: -131.867950, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:36:00,211 - INFO - [Train] step: 119499, loss_adv_disc: -8.373634, lr_disc: 0.000010
+2023-03-21 00:36:00,415 - INFO - [Train] step: 119499, loss_mpn: 0.051813, loss_rec: 0.095611, loss_semantic: 0.998250, loss_idmrf: 5.612343, loss_adv_gen: -137.891479, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:36:30,395 - INFO - [Train] step: 119599, loss_adv_disc: -7.496827, lr_disc: 0.000010
+2023-03-21 00:36:30,599 - INFO - [Train] step: 119599, loss_mpn: 0.046078, loss_rec: 0.094259, loss_semantic: 0.960427, loss_idmrf: 5.145669, loss_adv_gen: -155.610779, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:37:01,194 - INFO - [Train] step: 119699, loss_adv_disc: 2.316850, lr_disc: 0.000010
+2023-03-21 00:37:01,406 - INFO - [Train] step: 119699, loss_mpn: 0.021600, loss_rec: 0.067925, loss_semantic: 0.818927, loss_idmrf: 5.012021, loss_adv_gen: -156.666122, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:37:32,264 - INFO - [Train] step: 119799, loss_adv_disc: 2.135061, lr_disc: 0.000010
+2023-03-21 00:37:32,470 - INFO - [Train] step: 119799, loss_mpn: 0.009426, loss_rec: 0.034949, loss_semantic: 0.539920, loss_idmrf: 2.123915, loss_adv_gen: -130.008240, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:38:02,641 - INFO - [Train] step: 119899, loss_adv_disc: -0.837378, lr_disc: 0.000010
+2023-03-21 00:38:02,849 - INFO - [Train] step: 119899, loss_mpn: 0.017174, loss_rec: 0.070068, loss_semantic: 0.748691, loss_idmrf: 2.957403, loss_adv_gen: -177.956390, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:38:33,348 - INFO - [Train] step: 119999, loss_adv_disc: -1.352575, lr_disc: 0.000010
+2023-03-21 00:38:33,551 - INFO - [Train] step: 119999, loss_mpn: 0.037245, loss_rec: 0.059197, loss_semantic: 0.756225, loss_idmrf: 5.009389, loss_adv_gen: -133.526947, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:39:43,677 - INFO - [Eval] step: 119999, bce: 0.080195, psnr: 23.584230, ssim: 0.814138
+2023-03-21 00:40:19,938 - INFO - [Train] step: 120099, loss_adv_disc: -4.833177, lr_disc: 0.000010
+2023-03-21 00:40:20,139 - INFO - [Train] step: 120099, loss_mpn: 0.035087, loss_rec: 0.071703, loss_semantic: 0.852546, loss_idmrf: 6.285294, loss_adv_gen: -117.865654, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:40:50,179 - INFO - [Train] step: 120199, loss_adv_disc: -0.623760, lr_disc: 0.000010
+2023-03-21 00:40:50,385 - INFO - [Train] step: 120199, loss_mpn: 0.018123, loss_rec: 0.064703, loss_semantic: 0.743567, loss_idmrf: 3.282044, loss_adv_gen: -174.276108, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:41:20,548 - INFO - [Train] step: 120299, loss_adv_disc: -9.062959, lr_disc: 0.000010
+2023-03-21 00:41:20,752 - INFO - [Train] step: 120299, loss_mpn: 0.023551, loss_rec: 0.076679, loss_semantic: 0.865769, loss_idmrf: 4.600039, loss_adv_gen: -154.858948, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:41:50,944 - INFO - [Train] step: 120399, loss_adv_disc: -2.668021, lr_disc: 0.000010
+2023-03-21 00:41:51,153 - INFO - [Train] step: 120399, loss_mpn: 0.042469, loss_rec: 0.093857, loss_semantic: 1.008833, loss_idmrf: 7.435113, loss_adv_gen: -153.013428, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:42:21,362 - INFO - [Train] step: 120499, loss_adv_disc: -2.757441, lr_disc: 0.000010
+2023-03-21 00:42:21,569 - INFO - [Train] step: 120499, loss_mpn: 0.020188, loss_rec: 0.037703, loss_semantic: 0.512804, loss_idmrf: 2.723078, loss_adv_gen: -139.582535, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:42:51,915 - INFO - [Train] step: 120599, loss_adv_disc: 1.719107, lr_disc: 0.000010
+2023-03-21 00:42:52,115 - INFO - [Train] step: 120599, loss_mpn: 0.008590, loss_rec: 0.032164, loss_semantic: 0.431554, loss_idmrf: 1.413838, loss_adv_gen: -134.294983, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:43:23,014 - INFO - [Train] step: 120699, loss_adv_disc: -9.907827, lr_disc: 0.000010
+2023-03-21 00:43:23,220 - INFO - [Train] step: 120699, loss_mpn: 0.084426, loss_rec: 0.153299, loss_semantic: 1.160373, loss_idmrf: 7.681181, loss_adv_gen: -171.090515, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:43:53,868 - INFO - [Train] step: 120799, loss_adv_disc: 3.401812, lr_disc: 0.000010
+2023-03-21 00:43:54,072 - INFO - [Train] step: 120799, loss_mpn: 0.015582, loss_rec: 0.040739, loss_semantic: 0.615732, loss_idmrf: 2.162095, loss_adv_gen: -145.091904, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:44:24,121 - INFO - [Train] step: 120899, loss_adv_disc: -3.488941, lr_disc: 0.000010
+2023-03-21 00:44:24,327 - INFO - [Train] step: 120899, loss_mpn: 0.026316, loss_rec: 0.052925, loss_semantic: 0.603612, loss_idmrf: 2.923136, loss_adv_gen: -132.046890, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:44:54,473 - INFO - [Train] step: 120999, loss_adv_disc: -0.650679, lr_disc: 0.000010
+2023-03-21 00:44:54,681 - INFO - [Train] step: 120999, loss_mpn: 0.007683, loss_rec: 0.041012, loss_semantic: 0.552935, loss_idmrf: 1.706173, loss_adv_gen: -159.100967, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:46:04,927 - INFO - [Eval] step: 120999, bce: 0.081975, psnr: 23.519592, ssim: 0.811678
+2023-03-21 00:46:40,675 - INFO - [Train] step: 121099, loss_adv_disc: -6.130550, lr_disc: 0.000010
+2023-03-21 00:46:40,875 - INFO - [Train] step: 121099, loss_mpn: 0.049872, loss_rec: 0.156334, loss_semantic: 1.224792, loss_idmrf: 7.417166, loss_adv_gen: -159.089569, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:47:11,028 - INFO - [Train] step: 121199, loss_adv_disc: 2.305112, lr_disc: 0.000010
+2023-03-21 00:47:11,232 - INFO - [Train] step: 121199, loss_mpn: 0.025822, loss_rec: 0.080069, loss_semantic: 0.907951, loss_idmrf: 4.146364, loss_adv_gen: -168.789780, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:47:41,213 - INFO - [Train] step: 121299, loss_adv_disc: 1.489969, lr_disc: 0.000010
+2023-03-21 00:47:41,421 - INFO - [Train] step: 121299, loss_mpn: 0.011683, loss_rec: 0.026235, loss_semantic: 0.410493, loss_idmrf: 1.942876, loss_adv_gen: -119.262711, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:48:11,461 - INFO - [Train] step: 121399, loss_adv_disc: 0.343432, lr_disc: 0.000010
+2023-03-21 00:48:11,665 - INFO - [Train] step: 121399, loss_mpn: 0.011840, loss_rec: 0.039914, loss_semantic: 0.549516, loss_idmrf: 2.237922, loss_adv_gen: -124.630608, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:48:41,768 - INFO - [Train] step: 121499, loss_adv_disc: -3.873474, lr_disc: 0.000010
+2023-03-21 00:48:41,973 - INFO - [Train] step: 121499, loss_mpn: 0.021541, loss_rec: 0.055411, loss_semantic: 0.699184, loss_idmrf: 3.012819, loss_adv_gen: -130.344879, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:49:12,734 - INFO - [Train] step: 121599, loss_adv_disc: -1.890564, lr_disc: 0.000010
+2023-03-21 00:49:12,942 - INFO - [Train] step: 121599, loss_mpn: 0.011289, loss_rec: 0.061462, loss_semantic: 0.733308, loss_idmrf: 3.402996, loss_adv_gen: -137.512939, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:49:43,747 - INFO - [Train] step: 121699, loss_adv_disc: -1.118402, lr_disc: 0.000010
+2023-03-21 00:49:43,953 - INFO - [Train] step: 121699, loss_mpn: 0.039947, loss_rec: 0.080261, loss_semantic: 0.911831, loss_idmrf: 6.740536, loss_adv_gen: -147.559113, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:50:14,590 - INFO - [Train] step: 121799, loss_adv_disc: -3.193840, lr_disc: 0.000010
+2023-03-21 00:50:14,798 - INFO - [Train] step: 121799, loss_mpn: 0.025840, loss_rec: 0.073597, loss_semantic: 0.735049, loss_idmrf: 3.910007, loss_adv_gen: -143.121140, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:50:45,277 - INFO - [Train] step: 121899, loss_adv_disc: -0.769191, lr_disc: 0.000010
+2023-03-21 00:50:45,481 - INFO - [Train] step: 121899, loss_mpn: 0.014535, loss_rec: 0.029962, loss_semantic: 0.510562, loss_idmrf: 1.439696, loss_adv_gen: -149.608337, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:51:15,484 - INFO - [Train] step: 121999, loss_adv_disc: -3.722996, lr_disc: 0.000010
+2023-03-21 00:51:15,685 - INFO - [Train] step: 121999, loss_mpn: 0.008976, loss_rec: 0.045748, loss_semantic: 0.615233, loss_idmrf: 2.573399, loss_adv_gen: -145.233002, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:52:24,831 - INFO - [Eval] step: 121999, bce: 0.082584, psnr: 23.625021, ssim: 0.814786
+2023-03-21 00:53:00,577 - INFO - [Train] step: 122099, loss_adv_disc: -6.292962, lr_disc: 0.000010
+2023-03-21 00:53:00,783 - INFO - [Train] step: 122099, loss_mpn: 0.049730, loss_rec: 0.080749, loss_semantic: 0.992811, loss_idmrf: 6.409513, loss_adv_gen: -128.533997, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:53:31,050 - INFO - [Train] step: 122199, loss_adv_disc: -4.497097, lr_disc: 0.000010
+2023-03-21 00:53:31,253 - INFO - [Train] step: 122199, loss_mpn: 0.044180, loss_rec: 0.067920, loss_semantic: 0.877766, loss_idmrf: 5.516947, loss_adv_gen: -124.202629, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:54:01,375 - INFO - [Train] step: 122299, loss_adv_disc: -1.040944, lr_disc: 0.000010
+2023-03-21 00:54:01,583 - INFO - [Train] step: 122299, loss_mpn: 0.026420, loss_rec: 0.065898, loss_semantic: 0.850106, loss_idmrf: 4.659503, loss_adv_gen: -143.751678, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:54:31,942 - INFO - [Train] step: 122399, loss_adv_disc: 0.241486, lr_disc: 0.000010
+2023-03-21 00:54:32,147 - INFO - [Train] step: 122399, loss_mpn: 0.009652, loss_rec: 0.042483, loss_semantic: 0.616391, loss_idmrf: 3.527806, loss_adv_gen: -129.624435, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:55:02,722 - INFO - [Train] step: 122499, loss_adv_disc: -4.715259, lr_disc: 0.000010
+2023-03-21 00:55:02,932 - INFO - [Train] step: 122499, loss_mpn: 0.043333, loss_rec: 0.071074, loss_semantic: 0.993612, loss_idmrf: 7.335001, loss_adv_gen: -86.112267, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:55:33,967 - INFO - [Train] step: 122599, loss_adv_disc: -12.700936, lr_disc: 0.000010
+2023-03-21 00:55:34,171 - INFO - [Train] step: 122599, loss_mpn: 0.017904, loss_rec: 0.078844, loss_semantic: 0.754276, loss_idmrf: 3.815333, loss_adv_gen: -100.368729, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:56:04,528 - INFO - [Train] step: 122699, loss_adv_disc: 0.884380, lr_disc: 0.000010
+2023-03-21 00:56:04,739 - INFO - [Train] step: 122699, loss_mpn: 0.021973, loss_rec: 0.071885, loss_semantic: 0.811004, loss_idmrf: 3.463911, loss_adv_gen: -160.040588, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:56:35,213 - INFO - [Train] step: 122799, loss_adv_disc: -8.905654, lr_disc: 0.000010
+2023-03-21 00:56:35,418 - INFO - [Train] step: 122799, loss_mpn: 0.050377, loss_rec: 0.097691, loss_semantic: 1.076510, loss_idmrf: 7.809834, loss_adv_gen: -136.041733, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:57:05,778 - INFO - [Train] step: 122899, loss_adv_disc: -8.055774, lr_disc: 0.000010
+2023-03-21 00:57:05,984 - INFO - [Train] step: 122899, loss_mpn: 0.034843, loss_rec: 0.073129, loss_semantic: 0.907419, loss_idmrf: 7.177596, loss_adv_gen: -115.674927, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:57:36,438 - INFO - [Train] step: 122999, loss_adv_disc: 0.168597, lr_disc: 0.000010
+2023-03-21 00:57:36,641 - INFO - [Train] step: 122999, loss_mpn: 0.003068, loss_rec: 0.033393, loss_semantic: 0.447735, loss_idmrf: 1.266750, loss_adv_gen: -146.931808, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:58:45,876 - INFO - [Eval] step: 122999, bce: 0.080686, psnr: 23.490824, ssim: 0.811670
+2023-03-21 00:59:21,375 - INFO - [Train] step: 123099, loss_adv_disc: -1.085661, lr_disc: 0.000010
+2023-03-21 00:59:21,582 - INFO - [Train] step: 123099, loss_mpn: 0.023639, loss_rec: 0.065072, loss_semantic: 0.725870, loss_idmrf: 4.112921, loss_adv_gen: -162.991226, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:59:51,576 - INFO - [Train] step: 123199, loss_adv_disc: -10.162259, lr_disc: 0.000010
+2023-03-21 00:59:51,779 - INFO - [Train] step: 123199, loss_mpn: 0.036232, loss_rec: 0.098681, loss_semantic: 1.022980, loss_idmrf: 4.942624, loss_adv_gen: -153.842957, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:00:22,075 - INFO - [Train] step: 123299, loss_adv_disc: 5.254546, lr_disc: 0.000010
+2023-03-21 01:00:22,274 - INFO - [Train] step: 123299, loss_mpn: 0.018660, loss_rec: 0.049502, loss_semantic: 0.676768, loss_idmrf: 2.835958, loss_adv_gen: -167.138062, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:00:52,837 - INFO - [Train] step: 123399, loss_adv_disc: -10.460702, lr_disc: 0.000010
+2023-03-21 01:00:53,041 - INFO - [Train] step: 123399, loss_mpn: 0.028616, loss_rec: 0.083209, loss_semantic: 0.919787, loss_idmrf: 4.536197, loss_adv_gen: -154.885483, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:01:23,932 - INFO - [Train] step: 123499, loss_adv_disc: -6.391247, lr_disc: 0.000010
+2023-03-21 01:01:24,136 - INFO - [Train] step: 123499, loss_mpn: 0.026087, loss_rec: 0.073152, loss_semantic: 0.777420, loss_idmrf: 5.389540, loss_adv_gen: -105.092896, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:01:54,410 - INFO - [Train] step: 123599, loss_adv_disc: -2.484998, lr_disc: 0.000010
+2023-03-21 01:01:54,618 - INFO - [Train] step: 123599, loss_mpn: 0.086024, loss_rec: 0.093474, loss_semantic: 0.967956, loss_idmrf: 5.555325, loss_adv_gen: -152.486588, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:02:24,801 - INFO - [Train] step: 123699, loss_adv_disc: -3.414807, lr_disc: 0.000010
+2023-03-21 01:02:25,009 - INFO - [Train] step: 123699, loss_mpn: 0.025025, loss_rec: 0.063411, loss_semantic: 0.761991, loss_idmrf: 4.283407, loss_adv_gen: -126.137581, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:02:55,175 - INFO - [Train] step: 123799, loss_adv_disc: -3.749326, lr_disc: 0.000010
+2023-03-21 01:02:55,381 - INFO - [Train] step: 123799, loss_mpn: 0.028211, loss_rec: 0.080198, loss_semantic: 0.913691, loss_idmrf: 5.963636, loss_adv_gen: -139.943878, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:03:25,405 - INFO - [Train] step: 123899, loss_adv_disc: -5.123155, lr_disc: 0.000010
+2023-03-21 01:03:25,612 - INFO - [Train] step: 123899, loss_mpn: 0.041827, loss_rec: 0.089937, loss_semantic: 0.853603, loss_idmrf: 3.263415, loss_adv_gen: -172.150543, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:03:56,089 - INFO - [Train] step: 123999, loss_adv_disc: -1.091851, lr_disc: 0.000010
+2023-03-21 01:03:56,295 - INFO - [Train] step: 123999, loss_mpn: 0.033187, loss_rec: 0.065664, loss_semantic: 0.771068, loss_idmrf: 4.255615, loss_adv_gen: -146.670441, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:05:06,126 - INFO - [Eval] step: 123999, bce: 0.079852, psnr: 23.524813, ssim: 0.812118
+2023-03-21 01:05:41,804 - INFO - [Train] step: 124099, loss_adv_disc: 2.699315, lr_disc: 0.000010
+2023-03-21 01:05:42,010 - INFO - [Train] step: 124099, loss_mpn: 0.002779, loss_rec: 0.019623, loss_semantic: 0.403255, loss_idmrf: 1.379378, loss_adv_gen: -163.352509, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:06:12,141 - INFO - [Train] step: 124199, loss_adv_disc: -2.129289, lr_disc: 0.000010
+2023-03-21 01:06:12,344 - INFO - [Train] step: 124199, loss_mpn: 0.031334, loss_rec: 0.071553, loss_semantic: 0.829962, loss_idmrf: 4.241137, loss_adv_gen: -154.910263, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:06:42,446 - INFO - [Train] step: 124299, loss_adv_disc: -8.222457, lr_disc: 0.000010
+2023-03-21 01:06:42,650 - INFO - [Train] step: 124299, loss_mpn: 0.053368, loss_rec: 0.116440, loss_semantic: 1.058751, loss_idmrf: 8.026024, loss_adv_gen: -159.118698, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:07:13,750 - INFO - [Train] step: 124399, loss_adv_disc: -6.609854, lr_disc: 0.000010
+2023-03-21 01:07:13,957 - INFO - [Train] step: 124399, loss_mpn: 0.050578, loss_rec: 0.098231, loss_semantic: 1.075669, loss_idmrf: 7.555811, loss_adv_gen: -161.241852, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:07:45,225 - INFO - [Train] step: 124499, loss_adv_disc: 0.694248, lr_disc: 0.000010
+2023-03-21 01:07:45,433 - INFO - [Train] step: 124499, loss_mpn: 0.022933, loss_rec: 0.052052, loss_semantic: 0.640679, loss_idmrf: 3.157329, loss_adv_gen: -153.966187, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:08:15,518 - INFO - [Train] step: 124599, loss_adv_disc: -4.086261, lr_disc: 0.000010
+2023-03-21 01:08:15,724 - INFO - [Train] step: 124599, loss_mpn: 0.069621, loss_rec: 0.115139, loss_semantic: 1.088686, loss_idmrf: 6.578969, loss_adv_gen: -159.313446, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:08:46,025 - INFO - [Train] step: 124699, loss_adv_disc: -6.540696, lr_disc: 0.000010
+2023-03-21 01:08:46,231 - INFO - [Train] step: 124699, loss_mpn: 0.032734, loss_rec: 0.088135, loss_semantic: 1.080049, loss_idmrf: 7.454762, loss_adv_gen: -114.235931, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:09:16,333 - INFO - [Train] step: 124799, loss_adv_disc: -4.357986, lr_disc: 0.000010
+2023-03-21 01:09:16,540 - INFO - [Train] step: 124799, loss_mpn: 0.096784, loss_rec: 0.099014, loss_semantic: 1.014738, loss_idmrf: 5.433515, loss_adv_gen: -143.747269, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:09:46,679 - INFO - [Train] step: 124899, loss_adv_disc: -2.322751, lr_disc: 0.000010
+2023-03-21 01:09:46,886 - INFO - [Train] step: 124899, loss_mpn: 0.025103, loss_rec: 0.070064, loss_semantic: 0.807237, loss_idmrf: 4.856400, loss_adv_gen: -134.598694, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:10:17,162 - INFO - [Train] step: 124999, loss_adv_disc: -0.676972, lr_disc: 0.000010
+2023-03-21 01:10:17,370 - INFO - [Train] step: 124999, loss_mpn: 0.015410, loss_rec: 0.051310, loss_semantic: 0.734485, loss_idmrf: 5.075966, loss_adv_gen: -127.387436, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:11:27,873 - INFO - [Eval] step: 124999, bce: 0.080857, psnr: 23.537611, ssim: 0.812999
+2023-03-21 01:12:03,448 - INFO - [Train] step: 125099, loss_adv_disc: -2.242727, lr_disc: 0.000010
+2023-03-21 01:12:03,650 - INFO - [Train] step: 125099, loss_mpn: 0.029065, loss_rec: 0.064363, loss_semantic: 0.781598, loss_idmrf: 3.848854, loss_adv_gen: -141.343323, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:12:33,568 - INFO - [Train] step: 125199, loss_adv_disc: -1.740225, lr_disc: 0.000010
+2023-03-21 01:12:33,777 - INFO - [Train] step: 125199, loss_mpn: 0.024353, loss_rec: 0.086689, loss_semantic: 0.977789, loss_idmrf: 5.012429, loss_adv_gen: -139.326080, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:13:04,720 - INFO - [Train] step: 125299, loss_adv_disc: -8.400824, lr_disc: 0.000010
+2023-03-21 01:13:04,929 - INFO - [Train] step: 125299, loss_mpn: 0.039197, loss_rec: 0.070572, loss_semantic: 0.816204, loss_idmrf: 6.595544, loss_adv_gen: -98.461510, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:13:36,206 - INFO - [Train] step: 125399, loss_adv_disc: 1.245652, lr_disc: 0.000010
+2023-03-21 01:13:36,413 - INFO - [Train] step: 125399, loss_mpn: 0.018153, loss_rec: 0.049754, loss_semantic: 0.701640, loss_idmrf: 3.724590, loss_adv_gen: -127.357773, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:14:07,005 - INFO - [Train] step: 125499, loss_adv_disc: 0.946324, lr_disc: 0.000010
+2023-03-21 01:14:07,212 - INFO - [Train] step: 125499, loss_mpn: 0.020784, loss_rec: 0.039817, loss_semantic: 0.641817, loss_idmrf: 3.092501, loss_adv_gen: -144.321487, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:14:37,262 - INFO - [Train] step: 125599, loss_adv_disc: 0.603261, lr_disc: 0.000010
+2023-03-21 01:14:37,468 - INFO - [Train] step: 125599, loss_mpn: 0.015459, loss_rec: 0.051725, loss_semantic: 0.728890, loss_idmrf: 3.863312, loss_adv_gen: -150.342606, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:15:07,661 - INFO - [Train] step: 125699, loss_adv_disc: -4.219096, lr_disc: 0.000010
+2023-03-21 01:15:07,869 - INFO - [Train] step: 125699, loss_mpn: 0.024435, loss_rec: 0.075911, loss_semantic: 0.819284, loss_idmrf: 5.101260, loss_adv_gen: -135.620071, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:15:37,957 - INFO - [Train] step: 125799, loss_adv_disc: -6.683834, lr_disc: 0.000010
+2023-03-21 01:15:38,156 - INFO - [Train] step: 125799, loss_mpn: 0.052814, loss_rec: 0.080973, loss_semantic: 0.830853, loss_idmrf: 4.571006, loss_adv_gen: -130.936325, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:16:08,358 - INFO - [Train] step: 125899, loss_adv_disc: -6.951619, lr_disc: 0.000010
+2023-03-21 01:16:08,563 - INFO - [Train] step: 125899, loss_mpn: 0.043466, loss_rec: 0.092676, loss_semantic: 0.983955, loss_idmrf: 5.734288, loss_adv_gen: -153.302704, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:16:39,143 - INFO - [Train] step: 125999, loss_adv_disc: 1.926636, lr_disc: 0.000010
+2023-03-21 01:16:39,344 - INFO - [Train] step: 125999, loss_mpn: 0.044237, loss_rec: 0.068995, loss_semantic: 0.737000, loss_idmrf: 3.378104, loss_adv_gen: -139.753967, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:17:49,338 - INFO - [Eval] step: 125999, bce: 0.081767, psnr: 23.638456, ssim: 0.815450
+2023-03-21 01:18:25,079 - INFO - [Train] step: 126099, loss_adv_disc: 0.985223, lr_disc: 0.000010
+2023-03-21 01:18:25,282 - INFO - [Train] step: 126099, loss_mpn: 0.031009, loss_rec: 0.089258, loss_semantic: 0.854919, loss_idmrf: 3.484148, loss_adv_gen: -153.726288, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:18:55,227 - INFO - [Train] step: 126199, loss_adv_disc: -4.456642, lr_disc: 0.000010
+2023-03-21 01:18:55,433 - INFO - [Train] step: 126199, loss_mpn: 0.030020, loss_rec: 0.077753, loss_semantic: 0.814655, loss_idmrf: 4.603364, loss_adv_gen: -151.612167, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:19:26,590 - INFO - [Train] step: 126299, loss_adv_disc: -2.807202, lr_disc: 0.000010
+2023-03-21 01:19:26,794 - INFO - [Train] step: 126299, loss_mpn: 0.033678, loss_rec: 0.061295, loss_semantic: 0.759679, loss_idmrf: 3.434593, loss_adv_gen: -143.038254, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:19:57,658 - INFO - [Train] step: 126399, loss_adv_disc: 1.946507, lr_disc: 0.000010
+2023-03-21 01:19:57,865 - INFO - [Train] step: 126399, loss_mpn: 0.018066, loss_rec: 0.054965, loss_semantic: 0.688832, loss_idmrf: 4.331573, loss_adv_gen: -143.394592, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:20:28,198 - INFO - [Train] step: 126499, loss_adv_disc: -0.777040, lr_disc: 0.000010
+2023-03-21 01:20:28,403 - INFO - [Train] step: 126499, loss_mpn: 0.011458, loss_rec: 0.044193, loss_semantic: 0.667591, loss_idmrf: 4.130742, loss_adv_gen: -142.625549, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:20:58,917 - INFO - [Train] step: 126599, loss_adv_disc: -0.406262, lr_disc: 0.000010
+2023-03-21 01:20:59,127 - INFO - [Train] step: 126599, loss_mpn: 0.021597, loss_rec: 0.054798, loss_semantic: 0.735230, loss_idmrf: 4.533546, loss_adv_gen: -154.652451, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:21:29,288 - INFO - [Train] step: 126699, loss_adv_disc: -2.740094, lr_disc: 0.000010
+2023-03-21 01:21:29,498 - INFO - [Train] step: 126699, loss_mpn: 0.021710, loss_rec: 0.067781, loss_semantic: 0.735336, loss_idmrf: 4.490553, loss_adv_gen: -144.443741, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:21:59,688 - INFO - [Train] step: 126799, loss_adv_disc: -1.529806, lr_disc: 0.000010
+2023-03-21 01:21:59,894 - INFO - [Train] step: 126799, loss_mpn: 0.018855, loss_rec: 0.065074, loss_semantic: 0.826858, loss_idmrf: 3.789202, loss_adv_gen: -162.413696, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:22:29,912 - INFO - [Train] step: 126899, loss_adv_disc: -7.511509, lr_disc: 0.000010
+2023-03-21 01:22:30,120 - INFO - [Train] step: 126899, loss_mpn: 0.033169, loss_rec: 0.073019, loss_semantic: 0.898399, loss_idmrf: 4.514723, loss_adv_gen: -163.143906, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:22:59,946 - INFO - [Train] step: 126999, loss_adv_disc: -5.012773, lr_disc: 0.000010
+2023-03-21 01:23:00,151 - INFO - [Train] step: 126999, loss_mpn: 0.024028, loss_rec: 0.070450, loss_semantic: 0.796546, loss_idmrf: 4.522851, loss_adv_gen: -140.211365, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:24:09,276 - INFO - [Eval] step: 126999, bce: 0.080917, psnr: 23.540327, ssim: 0.811977
+2023-03-21 01:24:45,015 - INFO - [Train] step: 127099, loss_adv_disc: -3.005311, lr_disc: 0.000010
+2023-03-21 01:24:45,219 - INFO - [Train] step: 127099, loss_mpn: 0.030316, loss_rec: 0.075428, loss_semantic: 0.859775, loss_idmrf: 4.792677, loss_adv_gen: -196.443878, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:25:16,039 - INFO - [Train] step: 127199, loss_adv_disc: 0.615358, lr_disc: 0.000010
+2023-03-21 01:25:16,246 - INFO - [Train] step: 127199, loss_mpn: 0.026266, loss_rec: 0.057702, loss_semantic: 0.802232, loss_idmrf: 5.824523, loss_adv_gen: -120.560875, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:25:47,347 - INFO - [Train] step: 127299, loss_adv_disc: 1.547324, lr_disc: 0.000010
+2023-03-21 01:25:47,557 - INFO - [Train] step: 127299, loss_mpn: 0.016263, loss_rec: 0.060783, loss_semantic: 0.765853, loss_idmrf: 2.877610, loss_adv_gen: -176.412827, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:26:18,084 - INFO - [Train] step: 127399, loss_adv_disc: 0.243875, lr_disc: 0.000010
+2023-03-21 01:26:18,291 - INFO - [Train] step: 127399, loss_mpn: 0.014497, loss_rec: 0.062026, loss_semantic: 0.737339, loss_idmrf: 3.840730, loss_adv_gen: -152.042618, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:26:48,770 - INFO - [Train] step: 127499, loss_adv_disc: -3.797008, lr_disc: 0.000010
+2023-03-21 01:26:48,972 - INFO - [Train] step: 127499, loss_mpn: 0.059226, loss_rec: 0.085462, loss_semantic: 0.892858, loss_idmrf: 6.425303, loss_adv_gen: -115.686470, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:27:19,690 - INFO - [Train] step: 127599, loss_adv_disc: -2.292080, lr_disc: 0.000010
+2023-03-21 01:27:19,895 - INFO - [Train] step: 127599, loss_mpn: 0.020828, loss_rec: 0.058811, loss_semantic: 0.777936, loss_idmrf: 4.804149, loss_adv_gen: -141.358582, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:27:50,256 - INFO - [Train] step: 127699, loss_adv_disc: -0.254823, lr_disc: 0.000010
+2023-03-21 01:27:50,465 - INFO - [Train] step: 127699, loss_mpn: 0.023583, loss_rec: 0.073498, loss_semantic: 0.928481, loss_idmrf: 5.630980, loss_adv_gen: -149.295166, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:28:20,872 - INFO - [Train] step: 127799, loss_adv_disc: -8.992474, lr_disc: 0.000010
+2023-03-21 01:28:21,078 - INFO - [Train] step: 127799, loss_mpn: 0.025580, loss_rec: 0.077493, loss_semantic: 0.907123, loss_idmrf: 4.496171, loss_adv_gen: -138.093506, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:28:51,440 - INFO - [Train] step: 127899, loss_adv_disc: 2.394442, lr_disc: 0.000010
+2023-03-21 01:28:51,647 - INFO - [Train] step: 127899, loss_mpn: 0.029071, loss_rec: 0.071297, loss_semantic: 0.702468, loss_idmrf: 3.001904, loss_adv_gen: -152.443451, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:29:22,333 - INFO - [Train] step: 127999, loss_adv_disc: -5.844321, lr_disc: 0.000010
+2023-03-21 01:29:22,538 - INFO - [Train] step: 127999, loss_mpn: 0.025029, loss_rec: 0.101217, loss_semantic: 0.996959, loss_idmrf: 5.095343, loss_adv_gen: -170.946503, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:30:31,515 - INFO - [Eval] step: 127999, bce: 0.079633, psnr: 23.575285, ssim: 0.813485
+2023-03-21 01:31:07,394 - INFO - [Train] step: 128099, loss_adv_disc: -3.105968, lr_disc: 0.000010
+2023-03-21 01:31:07,595 - INFO - [Train] step: 128099, loss_mpn: 0.047847, loss_rec: 0.083993, loss_semantic: 0.832704, loss_idmrf: 6.050265, loss_adv_gen: -118.260406, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:31:38,764 - INFO - [Train] step: 128199, loss_adv_disc: -6.712598, lr_disc: 0.000010
+2023-03-21 01:31:38,969 - INFO - [Train] step: 128199, loss_mpn: 0.051023, loss_rec: 0.096943, loss_semantic: 0.946778, loss_idmrf: 6.910775, loss_adv_gen: -144.916626, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:32:09,584 - INFO - [Train] step: 128299, loss_adv_disc: -7.347275, lr_disc: 0.000010
+2023-03-21 01:32:09,791 - INFO - [Train] step: 128299, loss_mpn: 0.041725, loss_rec: 0.068623, loss_semantic: 0.834550, loss_idmrf: 5.482323, loss_adv_gen: -123.709076, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:32:39,979 - INFO - [Train] step: 128399, loss_adv_disc: -4.955862, lr_disc: 0.000010
+2023-03-21 01:32:40,180 - INFO - [Train] step: 128399, loss_mpn: 0.030745, loss_rec: 0.079763, loss_semantic: 0.859563, loss_idmrf: 5.581994, loss_adv_gen: -130.303619, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:33:10,273 - INFO - [Train] step: 128499, loss_adv_disc: -2.140992, lr_disc: 0.000010
+2023-03-21 01:33:10,477 - INFO - [Train] step: 128499, loss_mpn: 0.050524, loss_rec: 0.067357, loss_semantic: 0.783294, loss_idmrf: 7.407446, loss_adv_gen: -106.344772, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:33:40,508 - INFO - [Train] step: 128599, loss_adv_disc: -7.173479, lr_disc: 0.000010
+2023-03-21 01:33:40,712 - INFO - [Train] step: 128599, loss_mpn: 0.029996, loss_rec: 0.093018, loss_semantic: 0.954086, loss_idmrf: 5.391565, loss_adv_gen: -163.292404, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:34:10,954 - INFO - [Train] step: 128699, loss_adv_disc: -9.012744, lr_disc: 0.000010
+2023-03-21 01:34:11,162 - INFO - [Train] step: 128699, loss_mpn: 0.032043, loss_rec: 0.069543, loss_semantic: 0.790039, loss_idmrf: 6.844182, loss_adv_gen: -126.405617, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:34:41,398 - INFO - [Train] step: 128799, loss_adv_disc: 1.627233, lr_disc: 0.000010
+2023-03-21 01:34:41,602 - INFO - [Train] step: 128799, loss_mpn: 0.034660, loss_rec: 0.044394, loss_semantic: 0.622672, loss_idmrf: 3.887832, loss_adv_gen: -122.093346, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:35:11,628 - INFO - [Train] step: 128899, loss_adv_disc: -8.663733, lr_disc: 0.000010
+2023-03-21 01:35:11,835 - INFO - [Train] step: 128899, loss_mpn: 0.076544, loss_rec: 0.171714, loss_semantic: 1.262874, loss_idmrf: 8.356825, loss_adv_gen: -149.927994, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:35:42,113 - INFO - [Train] step: 128999, loss_adv_disc: 0.360205, lr_disc: 0.000010
+2023-03-21 01:35:42,321 - INFO - [Train] step: 128999, loss_mpn: 0.013641, loss_rec: 0.045884, loss_semantic: 0.602058, loss_idmrf: 3.038822, loss_adv_gen: -145.268188, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:36:52,220 - INFO - [Eval] step: 128999, bce: 0.081813, psnr: 23.533888, ssim: 0.813412
+2023-03-21 01:37:28,996 - INFO - [Train] step: 129099, loss_adv_disc: -6.374900, lr_disc: 0.000010
+2023-03-21 01:37:29,226 - INFO - [Train] step: 129099, loss_mpn: 0.064244, loss_rec: 0.082821, loss_semantic: 0.976676, loss_idmrf: 9.018641, loss_adv_gen: -94.822815, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:38:00,486 - INFO - [Train] step: 129199, loss_adv_disc: -1.740400, lr_disc: 0.000010
+2023-03-21 01:38:00,697 - INFO - [Train] step: 129199, loss_mpn: 0.017753, loss_rec: 0.060713, loss_semantic: 0.750114, loss_idmrf: 2.481698, loss_adv_gen: -150.698364, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:38:30,870 - INFO - [Train] step: 129299, loss_adv_disc: -0.020298, lr_disc: 0.000010
+2023-03-21 01:38:31,077 - INFO - [Train] step: 129299, loss_mpn: 0.003459, loss_rec: 0.022032, loss_semantic: 0.395607, loss_idmrf: 1.095799, loss_adv_gen: -107.640427, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:39:01,767 - INFO - [Train] step: 129399, loss_adv_disc: -1.217395, lr_disc: 0.000010
+2023-03-21 01:39:01,973 - INFO - [Train] step: 129399, loss_mpn: 0.040275, loss_rec: 0.090626, loss_semantic: 1.064746, loss_idmrf: 6.358392, loss_adv_gen: -142.201126, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:39:32,498 - INFO - [Train] step: 129499, loss_adv_disc: -19.100410, lr_disc: 0.000010
+2023-03-21 01:39:32,705 - INFO - [Train] step: 129499, loss_mpn: 0.098941, loss_rec: 0.148366, loss_semantic: 1.285306, loss_idmrf: 9.210667, loss_adv_gen: -149.794235, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:40:03,433 - INFO - [Train] step: 129599, loss_adv_disc: -5.825916, lr_disc: 0.000010
+2023-03-21 01:40:03,639 - INFO - [Train] step: 129599, loss_mpn: 0.025412, loss_rec: 0.070836, loss_semantic: 0.889406, loss_idmrf: 4.844510, loss_adv_gen: -150.210815, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:40:33,837 - INFO - [Train] step: 129699, loss_adv_disc: 1.338506, lr_disc: 0.000010
+2023-03-21 01:40:34,045 - INFO - [Train] step: 129699, loss_mpn: 0.017567, loss_rec: 0.058761, loss_semantic: 0.808720, loss_idmrf: 3.338154, loss_adv_gen: -126.501740, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:41:04,548 - INFO - [Train] step: 129799, loss_adv_disc: -3.352401, lr_disc: 0.000010
+2023-03-21 01:41:04,752 - INFO - [Train] step: 129799, loss_mpn: 0.038687, loss_rec: 0.094802, loss_semantic: 0.801025, loss_idmrf: 5.498329, loss_adv_gen: -135.298706, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:41:35,025 - INFO - [Train] step: 129899, loss_adv_disc: 0.425183, lr_disc: 0.000010
+2023-03-21 01:41:35,233 - INFO - [Train] step: 129899, loss_mpn: 0.011830, loss_rec: 0.043305, loss_semantic: 0.675945, loss_idmrf: 3.210032, loss_adv_gen: -134.872391, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:42:05,428 - INFO - [Train] step: 129999, loss_adv_disc: -0.777951, lr_disc: 0.000010
+2023-03-21 01:42:05,636 - INFO - [Train] step: 129999, loss_mpn: 0.008331, loss_rec: 0.047766, loss_semantic: 0.588421, loss_idmrf: 2.223094, loss_adv_gen: -138.200256, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:43:15,371 - INFO - [Eval] step: 129999, bce: 0.082375, psnr: 23.581705, ssim: 0.812989
+2023-03-21 01:43:53,231 - INFO - [Train] step: 130099, loss_adv_disc: -3.376124, lr_disc: 0.000010
+2023-03-21 01:43:53,435 - INFO - [Train] step: 130099, loss_mpn: 0.051836, loss_rec: 0.093039, loss_semantic: 0.919338, loss_idmrf: 5.959761, loss_adv_gen: -137.692764, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:44:23,832 - INFO - [Train] step: 130199, loss_adv_disc: 4.342348, lr_disc: 0.000010
+2023-03-21 01:44:24,036 - INFO - [Train] step: 130199, loss_mpn: 0.034957, loss_rec: 0.073801, loss_semantic: 0.883623, loss_idmrf: 3.915159, loss_adv_gen: -165.853638, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:44:54,226 - INFO - [Train] step: 130299, loss_adv_disc: -0.346648, lr_disc: 0.000010
+2023-03-21 01:44:54,433 - INFO - [Train] step: 130299, loss_mpn: 0.017760, loss_rec: 0.052033, loss_semantic: 0.685505, loss_idmrf: 2.545941, loss_adv_gen: -172.243759, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:45:24,566 - INFO - [Train] step: 130399, loss_adv_disc: -7.991793, lr_disc: 0.000010
+2023-03-21 01:45:24,767 - INFO - [Train] step: 130399, loss_mpn: 0.028286, loss_rec: 0.083426, loss_semantic: 0.916055, loss_idmrf: 4.869284, loss_adv_gen: -147.482147, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:45:55,131 - INFO - [Train] step: 130499, loss_adv_disc: -1.809897, lr_disc: 0.000010
+2023-03-21 01:45:55,335 - INFO - [Train] step: 130499, loss_mpn: 0.023585, loss_rec: 0.062967, loss_semantic: 0.688507, loss_idmrf: 4.430444, loss_adv_gen: -117.447449, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:46:25,744 - INFO - [Train] step: 130599, loss_adv_disc: 1.707257, lr_disc: 0.000010
+2023-03-21 01:46:25,953 - INFO - [Train] step: 130599, loss_mpn: 0.003854, loss_rec: 0.025977, loss_semantic: 0.429329, loss_idmrf: 1.028409, loss_adv_gen: -123.049644, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:46:56,168 - INFO - [Train] step: 130699, loss_adv_disc: -8.903823, lr_disc: 0.000010
+2023-03-21 01:46:56,370 - INFO - [Train] step: 130699, loss_mpn: 0.023638, loss_rec: 0.060798, loss_semantic: 0.769223, loss_idmrf: 3.309457, loss_adv_gen: -135.314209, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:47:26,737 - INFO - [Train] step: 130799, loss_adv_disc: -0.130112, lr_disc: 0.000010
+2023-03-21 01:47:26,944 - INFO - [Train] step: 130799, loss_mpn: 0.020212, loss_rec: 0.044877, loss_semantic: 0.643153, loss_idmrf: 4.921607, loss_adv_gen: -138.953186, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:47:57,525 - INFO - [Train] step: 130899, loss_adv_disc: -4.949197, lr_disc: 0.000010
+2023-03-21 01:47:57,734 - INFO - [Train] step: 130899, loss_mpn: 0.048465, loss_rec: 0.092222, loss_semantic: 0.955226, loss_idmrf: 6.158338, loss_adv_gen: -143.096436, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:48:28,404 - INFO - [Train] step: 130999, loss_adv_disc: -10.626085, lr_disc: 0.000010
+2023-03-21 01:48:28,615 - INFO - [Train] step: 130999, loss_mpn: 0.056512, loss_rec: 0.129736, loss_semantic: 1.169033, loss_idmrf: 6.743679, loss_adv_gen: -156.559875, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:49:40,917 - INFO - [Eval] step: 130999, bce: 0.080900, psnr: 23.537062, ssim: 0.812180
+2023-03-21 01:50:18,148 - INFO - [Train] step: 131099, loss_adv_disc: 0.520474, lr_disc: 0.000010
+2023-03-21 01:50:18,352 - INFO - [Train] step: 131099, loss_mpn: 0.080407, loss_rec: 0.117178, loss_semantic: 1.181486, loss_idmrf: 7.462326, loss_adv_gen: -132.692245, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:50:48,466 - INFO - [Train] step: 131199, loss_adv_disc: 3.562707, lr_disc: 0.000010
+2023-03-21 01:50:48,670 - INFO - [Train] step: 131199, loss_mpn: 0.061272, loss_rec: 0.077140, loss_semantic: 0.791299, loss_idmrf: 4.743817, loss_adv_gen: -121.528000, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:51:19,156 - INFO - [Train] step: 131299, loss_adv_disc: -13.638781, lr_disc: 0.000010
+2023-03-21 01:51:19,361 - INFO - [Train] step: 131299, loss_mpn: 0.036101, loss_rec: 0.090173, loss_semantic: 0.948557, loss_idmrf: 5.691307, loss_adv_gen: -129.395828, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:51:49,637 - INFO - [Train] step: 131399, loss_adv_disc: 0.076573, lr_disc: 0.000010
+2023-03-21 01:51:49,842 - INFO - [Train] step: 131399, loss_mpn: 0.026807, loss_rec: 0.061532, loss_semantic: 0.748418, loss_idmrf: 4.028218, loss_adv_gen: -121.859993, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:52:20,286 - INFO - [Train] step: 131499, loss_adv_disc: -1.562613, lr_disc: 0.000010
+2023-03-21 01:52:20,500 - INFO - [Train] step: 131499, loss_mpn: 0.032835, loss_rec: 0.056102, loss_semantic: 0.670703, loss_idmrf: 3.996799, loss_adv_gen: -126.373299, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:52:51,165 - INFO - [Train] step: 131599, loss_adv_disc: -3.456340, lr_disc: 0.000010
+2023-03-21 01:52:51,375 - INFO - [Train] step: 131599, loss_mpn: 0.015383, loss_rec: 0.065252, loss_semantic: 0.793256, loss_idmrf: 3.358418, loss_adv_gen: -147.846313, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:53:21,750 - INFO - [Train] step: 131699, loss_adv_disc: -2.392973, lr_disc: 0.000010
+2023-03-21 01:53:21,958 - INFO - [Train] step: 131699, loss_mpn: 0.035249, loss_rec: 0.065259, loss_semantic: 0.815859, loss_idmrf: 5.686192, loss_adv_gen: -128.785034, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:53:52,493 - INFO - [Train] step: 131799, loss_adv_disc: -14.813295, lr_disc: 0.000010
+2023-03-21 01:53:52,700 - INFO - [Train] step: 131799, loss_mpn: 0.054341, loss_rec: 0.117142, loss_semantic: 1.121297, loss_idmrf: 7.090918, loss_adv_gen: -140.584579, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:54:23,156 - INFO - [Train] step: 131899, loss_adv_disc: -4.375731, lr_disc: 0.000010
+2023-03-21 01:54:23,361 - INFO - [Train] step: 131899, loss_mpn: 0.048480, loss_rec: 0.093148, loss_semantic: 0.978976, loss_idmrf: 6.920887, loss_adv_gen: -116.280632, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:54:53,927 - INFO - [Train] step: 131999, loss_adv_disc: -0.347529, lr_disc: 0.000010
+2023-03-21 01:54:54,134 - INFO - [Train] step: 131999, loss_mpn: 0.031432, loss_rec: 0.091739, loss_semantic: 0.942876, loss_idmrf: 6.209850, loss_adv_gen: -144.384995, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:56:10,534 - INFO - [Eval] step: 131999, bce: 0.084091, psnr: 23.605469, ssim: 0.814031
+2023-03-21 01:56:46,642 - INFO - [Train] step: 132099, loss_adv_disc: -3.904134, lr_disc: 0.000010
+2023-03-21 01:56:46,847 - INFO - [Train] step: 132099, loss_mpn: 0.060866, loss_rec: 0.083634, loss_semantic: 0.970360, loss_idmrf: 4.721982, loss_adv_gen: -163.672577, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:57:17,120 - INFO - [Train] step: 132199, loss_adv_disc: 0.729437, lr_disc: 0.000010
+2023-03-21 01:57:17,324 - INFO - [Train] step: 132199, loss_mpn: 0.008394, loss_rec: 0.045910, loss_semantic: 0.589070, loss_idmrf: 2.225930, loss_adv_gen: -135.638214, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:57:47,901 - INFO - [Train] step: 132299, loss_adv_disc: -13.155386, lr_disc: 0.000010
+2023-03-21 01:57:48,108 - INFO - [Train] step: 132299, loss_mpn: 0.028305, loss_rec: 0.087286, loss_semantic: 0.888886, loss_idmrf: 5.266841, loss_adv_gen: -137.389954, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:58:18,387 - INFO - [Train] step: 132399, loss_adv_disc: -2.381929, lr_disc: 0.000010
+2023-03-21 01:58:18,597 - INFO - [Train] step: 132399, loss_mpn: 0.013356, loss_rec: 0.044332, loss_semantic: 0.623772, loss_idmrf: 4.420824, loss_adv_gen: -109.705757, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:58:49,232 - INFO - [Train] step: 132499, loss_adv_disc: -10.403283, lr_disc: 0.000010
+2023-03-21 01:58:49,442 - INFO - [Train] step: 132499, loss_mpn: 0.028335, loss_rec: 0.095596, loss_semantic: 0.854909, loss_idmrf: 3.593027, loss_adv_gen: -135.464523, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:59:19,842 - INFO - [Train] step: 132599, loss_adv_disc: -3.413984, lr_disc: 0.000010
+2023-03-21 01:59:20,049 - INFO - [Train] step: 132599, loss_mpn: 0.018480, loss_rec: 0.065443, loss_semantic: 0.892697, loss_idmrf: 5.859014, loss_adv_gen: -142.005646, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:59:50,609 - INFO - [Train] step: 132699, loss_adv_disc: 0.512867, lr_disc: 0.000010
+2023-03-21 01:59:50,818 - INFO - [Train] step: 132699, loss_mpn: 0.022336, loss_rec: 0.052294, loss_semantic: 0.662488, loss_idmrf: 1.650918, loss_adv_gen: -168.829025, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:00:21,602 - INFO - [Train] step: 132799, loss_adv_disc: -5.136183, lr_disc: 0.000010
+2023-03-21 02:00:21,808 - INFO - [Train] step: 132799, loss_mpn: 0.015751, loss_rec: 0.077097, loss_semantic: 0.877589, loss_idmrf: 4.771447, loss_adv_gen: -142.935974, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:00:52,086 - INFO - [Train] step: 132899, loss_adv_disc: 0.957182, lr_disc: 0.000010
+2023-03-21 02:00:52,289 - INFO - [Train] step: 132899, loss_mpn: 0.024981, loss_rec: 0.049062, loss_semantic: 0.704292, loss_idmrf: 3.533434, loss_adv_gen: -126.532303, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:01:22,705 - INFO - [Train] step: 132999, loss_adv_disc: -2.199296, lr_disc: 0.000010
+2023-03-21 02:01:22,916 - INFO - [Train] step: 132999, loss_mpn: 0.015310, loss_rec: 0.044544, loss_semantic: 0.648865, loss_idmrf: 5.863744, loss_adv_gen: -112.726036, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:02:38,460 - INFO - [Eval] step: 132999, bce: 0.081593, psnr: 23.677290, ssim: 0.814432
+2023-03-21 02:03:14,717 - INFO - [Train] step: 133099, loss_adv_disc: -1.347449, lr_disc: 0.000010
+2023-03-21 02:03:14,918 - INFO - [Train] step: 133099, loss_mpn: 0.015284, loss_rec: 0.049526, loss_semantic: 0.669143, loss_idmrf: 2.606469, loss_adv_gen: -173.968155, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:03:45,238 - INFO - [Train] step: 133199, loss_adv_disc: -18.083336, lr_disc: 0.000010
+2023-03-21 02:03:45,447 - INFO - [Train] step: 133199, loss_mpn: 0.045683, loss_rec: 0.114064, loss_semantic: 1.095762, loss_idmrf: 7.267154, loss_adv_gen: -143.830292, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:04:15,942 - INFO - [Train] step: 133299, loss_adv_disc: -3.739341, lr_disc: 0.000010
+2023-03-21 02:04:16,143 - INFO - [Train] step: 133299, loss_mpn: 0.058878, loss_rec: 0.096545, loss_semantic: 1.041619, loss_idmrf: 8.096814, loss_adv_gen: -103.888336, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:04:46,540 - INFO - [Train] step: 133399, loss_adv_disc: -4.941078, lr_disc: 0.000010
+2023-03-21 02:04:46,748 - INFO - [Train] step: 133399, loss_mpn: 0.018530, loss_rec: 0.064673, loss_semantic: 0.738469, loss_idmrf: 4.735906, loss_adv_gen: -116.167618, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:05:17,505 - INFO - [Train] step: 133499, loss_adv_disc: -7.074182, lr_disc: 0.000010
+2023-03-21 02:05:17,714 - INFO - [Train] step: 133499, loss_mpn: 0.038330, loss_rec: 0.080719, loss_semantic: 0.805981, loss_idmrf: 6.431931, loss_adv_gen: -147.680511, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:05:48,093 - INFO - [Train] step: 133599, loss_adv_disc: -18.812931, lr_disc: 0.000010
+2023-03-21 02:05:48,295 - INFO - [Train] step: 133599, loss_mpn: 0.064600, loss_rec: 0.125607, loss_semantic: 1.124792, loss_idmrf: 9.171797, loss_adv_gen: -107.984070, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:06:19,001 - INFO - [Train] step: 133699, loss_adv_disc: -2.285381, lr_disc: 0.000010
+2023-03-21 02:06:19,203 - INFO - [Train] step: 133699, loss_mpn: 0.019108, loss_rec: 0.068095, loss_semantic: 0.632201, loss_idmrf: 2.382026, loss_adv_gen: -139.004654, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:06:49,589 - INFO - [Train] step: 133799, loss_adv_disc: -6.334919, lr_disc: 0.000010
+2023-03-21 02:06:49,796 - INFO - [Train] step: 133799, loss_mpn: 0.038387, loss_rec: 0.114544, loss_semantic: 1.028624, loss_idmrf: 5.553060, loss_adv_gen: -161.823425, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:07:20,184 - INFO - [Train] step: 133899, loss_adv_disc: -0.216891, lr_disc: 0.000010
+2023-03-21 02:07:20,386 - INFO - [Train] step: 133899, loss_mpn: 0.004336, loss_rec: 0.033844, loss_semantic: 0.514808, loss_idmrf: 1.319066, loss_adv_gen: -123.213898, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:07:51,721 - INFO - [Train] step: 133999, loss_adv_disc: -8.729503, lr_disc: 0.000010
+2023-03-21 02:07:51,924 - INFO - [Train] step: 133999, loss_mpn: 0.021408, loss_rec: 0.086923, loss_semantic: 0.932691, loss_idmrf: 5.257112, loss_adv_gen: -149.753143, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:09:05,894 - INFO - [Eval] step: 133999, bce: 0.081561, psnr: 23.547489, ssim: 0.811062
+2023-03-21 02:09:41,761 - INFO - [Train] step: 134099, loss_adv_disc: -7.891098, lr_disc: 0.000010
+2023-03-21 02:09:41,965 - INFO - [Train] step: 134099, loss_mpn: 0.027257, loss_rec: 0.084718, loss_semantic: 0.911665, loss_idmrf: 7.025949, loss_adv_gen: -115.082458, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:10:12,194 - INFO - [Train] step: 134199, loss_adv_disc: -4.555337, lr_disc: 0.000010
+2023-03-21 02:10:12,402 - INFO - [Train] step: 134199, loss_mpn: 0.055583, loss_rec: 0.069530, loss_semantic: 0.763039, loss_idmrf: 4.316525, loss_adv_gen: -121.648285, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:10:43,228 - INFO - [Train] step: 134299, loss_adv_disc: -1.779832, lr_disc: 0.000010
+2023-03-21 02:10:43,432 - INFO - [Train] step: 134299, loss_mpn: 0.035417, loss_rec: 0.088430, loss_semantic: 1.069015, loss_idmrf: 6.654842, loss_adv_gen: -122.705795, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:11:13,823 - INFO - [Train] step: 134399, loss_adv_disc: -21.204773, lr_disc: 0.000010
+2023-03-21 02:11:14,031 - INFO - [Train] step: 134399, loss_mpn: 0.056197, loss_rec: 0.142720, loss_semantic: 1.340784, loss_idmrf: 9.580394, loss_adv_gen: -141.828491, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:11:44,561 - INFO - [Train] step: 134499, loss_adv_disc: -4.492704, lr_disc: 0.000010
+2023-03-21 02:11:44,768 - INFO - [Train] step: 134499, loss_mpn: 0.034362, loss_rec: 0.084858, loss_semantic: 0.881752, loss_idmrf: 3.364039, loss_adv_gen: -146.141602, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:12:15,428 - INFO - [Train] step: 134599, loss_adv_disc: -7.313789, lr_disc: 0.000010
+2023-03-21 02:12:15,652 - INFO - [Train] step: 134599, loss_mpn: 0.015432, loss_rec: 0.050281, loss_semantic: 0.643261, loss_idmrf: 3.493857, loss_adv_gen: -130.231323, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:12:46,326 - INFO - [Train] step: 134699, loss_adv_disc: -4.656692, lr_disc: 0.000010
+2023-03-21 02:12:46,537 - INFO - [Train] step: 134699, loss_mpn: 0.016007, loss_rec: 0.063213, loss_semantic: 0.844636, loss_idmrf: 4.065738, loss_adv_gen: -130.399017, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:13:16,898 - INFO - [Train] step: 134799, loss_adv_disc: -3.011713, lr_disc: 0.000010
+2023-03-21 02:13:17,107 - INFO - [Train] step: 134799, loss_mpn: 0.039032, loss_rec: 0.092192, loss_semantic: 0.945828, loss_idmrf: 4.258431, loss_adv_gen: -178.816803, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:13:47,766 - INFO - [Train] step: 134899, loss_adv_disc: 2.895450, lr_disc: 0.000010
+2023-03-21 02:13:47,976 - INFO - [Train] step: 134899, loss_mpn: 0.010551, loss_rec: 0.040140, loss_semantic: 0.569086, loss_idmrf: 2.518473, loss_adv_gen: -140.167725, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:14:19,497 - INFO - [Train] step: 134999, loss_adv_disc: 2.968183, lr_disc: 0.000010
+2023-03-21 02:14:19,717 - INFO - [Train] step: 134999, loss_mpn: 0.015791, loss_rec: 0.038401, loss_semantic: 0.501630, loss_idmrf: 2.650953, loss_adv_gen: -121.130226, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:15:31,650 - INFO - [Eval] step: 134999, bce: 0.081804, psnr: 23.479950, ssim: 0.811296
+2023-03-21 02:16:08,627 - INFO - [Train] step: 135099, loss_adv_disc: -1.968853, lr_disc: 0.000010
+2023-03-21 02:16:08,829 - INFO - [Train] step: 135099, loss_mpn: 0.019553, loss_rec: 0.064719, loss_semantic: 0.702138, loss_idmrf: 4.386333, loss_adv_gen: -125.700180, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:16:39,085 - INFO - [Train] step: 135199, loss_adv_disc: -0.492814, lr_disc: 0.000010
+2023-03-21 02:16:39,289 - INFO - [Train] step: 135199, loss_mpn: 0.026281, loss_rec: 0.084433, loss_semantic: 0.921154, loss_idmrf: 4.217791, loss_adv_gen: -147.911209, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:17:09,698 - INFO - [Train] step: 135299, loss_adv_disc: 0.305780, lr_disc: 0.000010
+2023-03-21 02:17:09,906 - INFO - [Train] step: 135299, loss_mpn: 0.013340, loss_rec: 0.037232, loss_semantic: 0.525447, loss_idmrf: 2.651049, loss_adv_gen: -126.301041, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:17:40,610 - INFO - [Train] step: 135399, loss_adv_disc: 2.942230, lr_disc: 0.000010
+2023-03-21 02:17:40,822 - INFO - [Train] step: 135399, loss_mpn: 0.052487, loss_rec: 0.091486, loss_semantic: 0.858830, loss_idmrf: 5.957949, loss_adv_gen: -123.476685, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:18:11,202 - INFO - [Train] step: 135499, loss_adv_disc: -6.822773, lr_disc: 0.000010
+2023-03-21 02:18:11,410 - INFO - [Train] step: 135499, loss_mpn: 0.030826, loss_rec: 0.066797, loss_semantic: 0.766224, loss_idmrf: 4.559020, loss_adv_gen: -133.392487, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:18:41,936 - INFO - [Train] step: 135599, loss_adv_disc: -4.040982, lr_disc: 0.000010
+2023-03-21 02:18:42,146 - INFO - [Train] step: 135599, loss_mpn: 0.052864, loss_rec: 0.129358, loss_semantic: 0.977766, loss_idmrf: 8.098915, loss_adv_gen: -137.067245, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:19:12,485 - INFO - [Train] step: 135699, loss_adv_disc: -2.721846, lr_disc: 0.000010
+2023-03-21 02:19:12,690 - INFO - [Train] step: 135699, loss_mpn: 0.018219, loss_rec: 0.051562, loss_semantic: 0.703629, loss_idmrf: 3.300404, loss_adv_gen: -112.199432, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:19:43,138 - INFO - [Train] step: 135799, loss_adv_disc: -8.546131, lr_disc: 0.000010
+2023-03-21 02:19:43,346 - INFO - [Train] step: 135799, loss_mpn: 0.020316, loss_rec: 0.062567, loss_semantic: 0.669895, loss_idmrf: 3.441933, loss_adv_gen: -109.442436, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:20:14,610 - INFO - [Train] step: 135899, loss_adv_disc: -7.406629, lr_disc: 0.000010
+2023-03-21 02:20:14,819 - INFO - [Train] step: 135899, loss_mpn: 0.026657, loss_rec: 0.067703, loss_semantic: 0.774190, loss_idmrf: 3.478403, loss_adv_gen: -129.929810, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:20:45,997 - INFO - [Train] step: 135999, loss_adv_disc: -6.061504, lr_disc: 0.000010
+2023-03-21 02:20:46,204 - INFO - [Train] step: 135999, loss_mpn: 0.033694, loss_rec: 0.058075, loss_semantic: 0.816830, loss_idmrf: 7.104916, loss_adv_gen: -109.974098, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:21:56,674 - INFO - [Eval] step: 135999, bce: 0.079836, psnr: 23.573130, ssim: 0.812701
+2023-03-21 02:22:33,219 - INFO - [Train] step: 136099, loss_adv_disc: -8.029780, lr_disc: 0.000010
+2023-03-21 02:22:33,419 - INFO - [Train] step: 136099, loss_mpn: 0.032190, loss_rec: 0.067898, loss_semantic: 0.708093, loss_idmrf: 3.650610, loss_adv_gen: -116.091721, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:23:03,818 - INFO - [Train] step: 136199, loss_adv_disc: -7.506903, lr_disc: 0.000010
+2023-03-21 02:23:04,023 - INFO - [Train] step: 136199, loss_mpn: 0.047423, loss_rec: 0.084619, loss_semantic: 0.905266, loss_idmrf: 4.939579, loss_adv_gen: -135.391129, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:23:34,633 - INFO - [Train] step: 136299, loss_adv_disc: -8.050349, lr_disc: 0.000010
+2023-03-21 02:23:34,833 - INFO - [Train] step: 136299, loss_mpn: 0.049021, loss_rec: 0.087592, loss_semantic: 0.809813, loss_idmrf: 6.871789, loss_adv_gen: -97.653839, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:24:05,320 - INFO - [Train] step: 136399, loss_adv_disc: 2.526355, lr_disc: 0.000010
+2023-03-21 02:24:05,526 - INFO - [Train] step: 136399, loss_mpn: 0.024615, loss_rec: 0.077817, loss_semantic: 0.767402, loss_idmrf: 3.480702, loss_adv_gen: -144.713028, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:24:35,949 - INFO - [Train] step: 136499, loss_adv_disc: -4.599765, lr_disc: 0.000010
+2023-03-21 02:24:36,156 - INFO - [Train] step: 136499, loss_mpn: 0.026714, loss_rec: 0.070401, loss_semantic: 0.747866, loss_idmrf: 4.108233, loss_adv_gen: -134.907120, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:25:06,615 - INFO - [Train] step: 136599, loss_adv_disc: -6.378364, lr_disc: 0.000010
+2023-03-21 02:25:06,820 - INFO - [Train] step: 136599, loss_mpn: 0.037819, loss_rec: 0.080543, loss_semantic: 1.018855, loss_idmrf: 7.460586, loss_adv_gen: -99.446625, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:25:37,388 - INFO - [Train] step: 136699, loss_adv_disc: 0.235583, lr_disc: 0.000010
+2023-03-21 02:25:37,595 - INFO - [Train] step: 136699, loss_mpn: 0.023175, loss_rec: 0.072292, loss_semantic: 0.879285, loss_idmrf: 3.331581, loss_adv_gen: -154.177658, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:26:08,614 - INFO - [Train] step: 136799, loss_adv_disc: -4.807864, lr_disc: 0.000010
+2023-03-21 02:26:08,833 - INFO - [Train] step: 136799, loss_mpn: 0.020833, loss_rec: 0.051172, loss_semantic: 0.665831, loss_idmrf: 3.378879, loss_adv_gen: -109.439682, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:26:40,013 - INFO - [Train] step: 136899, loss_adv_disc: -5.398553, lr_disc: 0.000010
+2023-03-21 02:26:40,216 - INFO - [Train] step: 136899, loss_mpn: 0.015661, loss_rec: 0.088966, loss_semantic: 0.986270, loss_idmrf: 3.746271, loss_adv_gen: -160.940842, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:27:10,517 - INFO - [Train] step: 136999, loss_adv_disc: -9.383960, lr_disc: 0.000010
+2023-03-21 02:27:10,720 - INFO - [Train] step: 136999, loss_mpn: 0.036143, loss_rec: 0.094009, loss_semantic: 1.058071, loss_idmrf: 4.323166, loss_adv_gen: -155.418060, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:28:20,946 - INFO - [Eval] step: 136999, bce: 0.082678, psnr: 23.592012, ssim: 0.813675
+2023-03-21 02:28:57,132 - INFO - [Train] step: 137099, loss_adv_disc: -5.852400, lr_disc: 0.000010
+2023-03-21 02:28:57,342 - INFO - [Train] step: 137099, loss_mpn: 0.012728, loss_rec: 0.067892, loss_semantic: 0.781966, loss_idmrf: 2.768332, loss_adv_gen: -134.147461, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:29:27,843 - INFO - [Train] step: 137199, loss_adv_disc: -6.070104, lr_disc: 0.000010
+2023-03-21 02:29:28,057 - INFO - [Train] step: 137199, loss_mpn: 0.043910, loss_rec: 0.082569, loss_semantic: 0.913860, loss_idmrf: 8.893951, loss_adv_gen: -152.916794, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:29:58,527 - INFO - [Train] step: 137299, loss_adv_disc: -2.446576, lr_disc: 0.000010
+2023-03-21 02:29:58,737 - INFO - [Train] step: 137299, loss_mpn: 0.043799, loss_rec: 0.069321, loss_semantic: 0.834029, loss_idmrf: 5.187294, loss_adv_gen: -127.085625, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:30:29,755 - INFO - [Train] step: 137399, loss_adv_disc: 0.588823, lr_disc: 0.000010
+2023-03-21 02:30:29,968 - INFO - [Train] step: 137399, loss_mpn: 0.015796, loss_rec: 0.042252, loss_semantic: 0.536279, loss_idmrf: 2.402738, loss_adv_gen: -128.322876, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:31:00,492 - INFO - [Train] step: 137499, loss_adv_disc: -1.426267, lr_disc: 0.000010
+2023-03-21 02:31:00,700 - INFO - [Train] step: 137499, loss_mpn: 0.013659, loss_rec: 0.052264, loss_semantic: 0.722959, loss_idmrf: 3.068180, loss_adv_gen: -165.452835, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:31:31,263 - INFO - [Train] step: 137599, loss_adv_disc: -5.623562, lr_disc: 0.000010
+2023-03-21 02:31:31,468 - INFO - [Train] step: 137599, loss_mpn: 0.068517, loss_rec: 0.083152, loss_semantic: 0.959945, loss_idmrf: 5.943066, loss_adv_gen: -98.036125, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:32:02,378 - INFO - [Train] step: 137699, loss_adv_disc: -1.734590, lr_disc: 0.000010
+2023-03-21 02:32:02,581 - INFO - [Train] step: 137699, loss_mpn: 0.018149, loss_rec: 0.091316, loss_semantic: 0.936950, loss_idmrf: 4.142331, loss_adv_gen: -175.861893, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:32:33,755 - INFO - [Train] step: 137799, loss_adv_disc: -3.801800, lr_disc: 0.000010
+2023-03-21 02:32:33,974 - INFO - [Train] step: 137799, loss_mpn: 0.022672, loss_rec: 0.056943, loss_semantic: 0.684018, loss_idmrf: 3.070652, loss_adv_gen: -129.069305, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:33:04,473 - INFO - [Train] step: 137899, loss_adv_disc: -5.549478, lr_disc: 0.000010
+2023-03-21 02:33:04,681 - INFO - [Train] step: 137899, loss_mpn: 0.051417, loss_rec: 0.097647, loss_semantic: 1.012073, loss_idmrf: 7.471908, loss_adv_gen: -124.690491, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:33:35,360 - INFO - [Train] step: 137999, loss_adv_disc: 4.757672, lr_disc: 0.000010
+2023-03-21 02:33:35,560 - INFO - [Train] step: 137999, loss_mpn: 0.036844, loss_rec: 0.065669, loss_semantic: 0.762871, loss_idmrf: 6.639705, loss_adv_gen: -117.560333, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:34:46,309 - INFO - [Eval] step: 137999, bce: 0.079399, psnr: 23.637192, ssim: 0.816628
+2023-03-21 02:35:22,820 - INFO - [Train] step: 138099, loss_adv_disc: -3.518661, lr_disc: 0.000010
+2023-03-21 02:35:23,026 - INFO - [Train] step: 138099, loss_mpn: 0.017157, loss_rec: 0.060110, loss_semantic: 0.741075, loss_idmrf: 4.282987, loss_adv_gen: -122.947678, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:35:53,420 - INFO - [Train] step: 138199, loss_adv_disc: 1.123831, lr_disc: 0.000010
+2023-03-21 02:35:53,627 - INFO - [Train] step: 138199, loss_mpn: 0.026863, loss_rec: 0.060123, loss_semantic: 0.654555, loss_idmrf: 4.546797, loss_adv_gen: -98.477783, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:36:24,312 - INFO - [Train] step: 138299, loss_adv_disc: -5.900609, lr_disc: 0.000010
+2023-03-21 02:36:24,516 - INFO - [Train] step: 138299, loss_mpn: 0.015592, loss_rec: 0.055395, loss_semantic: 0.661613, loss_idmrf: 3.707451, loss_adv_gen: -110.244370, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:36:54,781 - INFO - [Train] step: 138399, loss_adv_disc: -4.293380, lr_disc: 0.000010
+2023-03-21 02:36:54,986 - INFO - [Train] step: 138399, loss_mpn: 0.027327, loss_rec: 0.076758, loss_semantic: 0.964720, loss_idmrf: 6.609217, loss_adv_gen: -108.205063, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:37:25,400 - INFO - [Train] step: 138499, loss_adv_disc: -0.906928, lr_disc: 0.000010
+2023-03-21 02:37:25,608 - INFO - [Train] step: 138499, loss_mpn: 0.008618, loss_rec: 0.031277, loss_semantic: 0.505924, loss_idmrf: 1.981829, loss_adv_gen: -99.706413, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:37:56,606 - INFO - [Train] step: 138599, loss_adv_disc: -0.092073, lr_disc: 0.000010
+2023-03-21 02:37:56,813 - INFO - [Train] step: 138599, loss_mpn: 0.023354, loss_rec: 0.069099, loss_semantic: 0.826588, loss_idmrf: 4.552152, loss_adv_gen: -112.069550, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:38:28,159 - INFO - [Train] step: 138699, loss_adv_disc: -9.166803, lr_disc: 0.000010
+2023-03-21 02:38:28,376 - INFO - [Train] step: 138699, loss_mpn: 0.020868, loss_rec: 0.074602, loss_semantic: 0.915526, loss_idmrf: 6.076757, loss_adv_gen: -102.771927, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:38:59,263 - INFO - [Train] step: 138799, loss_adv_disc: -11.742476, lr_disc: 0.000010
+2023-03-21 02:38:59,479 - INFO - [Train] step: 138799, loss_mpn: 0.051205, loss_rec: 0.117426, loss_semantic: 1.051493, loss_idmrf: 7.740394, loss_adv_gen: -103.099274, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:39:30,081 - INFO - [Train] step: 138899, loss_adv_disc: -1.578072, lr_disc: 0.000010
+2023-03-21 02:39:30,286 - INFO - [Train] step: 138899, loss_mpn: 0.016412, loss_rec: 0.058272, loss_semantic: 0.726449, loss_idmrf: 3.040340, loss_adv_gen: -109.555260, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:40:00,608 - INFO - [Train] step: 138999, loss_adv_disc: -4.170949, lr_disc: 0.000010
+2023-03-21 02:40:00,820 - INFO - [Train] step: 138999, loss_mpn: 0.015598, loss_rec: 0.042688, loss_semantic: 0.622418, loss_idmrf: 2.889737, loss_adv_gen: -108.079498, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:41:11,351 - INFO - [Eval] step: 138999, bce: 0.080454, psnr: 23.606218, ssim: 0.812844
+2023-03-21 02:41:48,010 - INFO - [Train] step: 139099, loss_adv_disc: 0.159055, lr_disc: 0.000010
+2023-03-21 02:41:48,219 - INFO - [Train] step: 139099, loss_mpn: 0.052739, loss_rec: 0.059500, loss_semantic: 0.722399, loss_idmrf: 3.500252, loss_adv_gen: -155.744141, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:42:18,319 - INFO - [Train] step: 139199, loss_adv_disc: -2.851168, lr_disc: 0.000010
+2023-03-21 02:42:18,532 - INFO - [Train] step: 139199, loss_mpn: 0.017709, loss_rec: 0.071622, loss_semantic: 0.843015, loss_idmrf: 4.377785, loss_adv_gen: -137.763031, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:42:49,011 - INFO - [Train] step: 139299, loss_adv_disc: -3.423805, lr_disc: 0.000010
+2023-03-21 02:42:49,221 - INFO - [Train] step: 139299, loss_mpn: 0.064051, loss_rec: 0.108378, loss_semantic: 1.084171, loss_idmrf: 9.766818, loss_adv_gen: -137.113739, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:43:19,891 - INFO - [Train] step: 139399, loss_adv_disc: -2.897354, lr_disc: 0.000010
+2023-03-21 02:43:20,096 - INFO - [Train] step: 139399, loss_mpn: 0.066646, loss_rec: 0.170697, loss_semantic: 1.496679, loss_idmrf: 9.096446, loss_adv_gen: -152.618896, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:43:50,656 - INFO - [Train] step: 139499, loss_adv_disc: -6.199116, lr_disc: 0.000010
+2023-03-21 02:43:50,861 - INFO - [Train] step: 139499, loss_mpn: 0.017875, loss_rec: 0.062316, loss_semantic: 0.721720, loss_idmrf: 3.480442, loss_adv_gen: -112.010445, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:44:22,400 - INFO - [Train] step: 139599, loss_adv_disc: 3.268158, lr_disc: 0.000010
+2023-03-21 02:44:22,611 - INFO - [Train] step: 139599, loss_mpn: 0.018269, loss_rec: 0.044541, loss_semantic: 0.590936, loss_idmrf: 2.486981, loss_adv_gen: -106.472656, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:44:53,704 - INFO - [Train] step: 139699, loss_adv_disc: -6.265233, lr_disc: 0.000010
+2023-03-21 02:44:53,910 - INFO - [Train] step: 139699, loss_mpn: 0.024071, loss_rec: 0.068956, loss_semantic: 0.848966, loss_idmrf: 5.295424, loss_adv_gen: -102.973404, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:45:24,547 - INFO - [Train] step: 139799, loss_adv_disc: -6.822114, lr_disc: 0.000010
+2023-03-21 02:45:24,754 - INFO - [Train] step: 139799, loss_mpn: 0.032205, loss_rec: 0.091616, loss_semantic: 0.920800, loss_idmrf: 3.749042, loss_adv_gen: -160.375580, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:45:54,994 - INFO - [Train] step: 139899, loss_adv_disc: 1.137344, lr_disc: 0.000010
+2023-03-21 02:45:55,204 - INFO - [Train] step: 139899, loss_mpn: 0.044731, loss_rec: 0.039654, loss_semantic: 0.545763, loss_idmrf: 2.448020, loss_adv_gen: -92.063316, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:46:25,827 - INFO - [Train] step: 139999, loss_adv_disc: -5.286781, lr_disc: 0.000010
+2023-03-21 02:46:26,035 - INFO - [Train] step: 139999, loss_mpn: 0.039199, loss_rec: 0.089371, loss_semantic: 0.914249, loss_idmrf: 5.621921, loss_adv_gen: -128.361053, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:47:36,161 - INFO - [Eval] step: 139999, bce: 0.081557, psnr: 23.581528, ssim: 0.812264
+2023-03-21 02:48:12,523 - INFO - [Train] step: 140099, loss_adv_disc: -3.298882, lr_disc: 0.000010
+2023-03-21 02:48:12,729 - INFO - [Train] step: 140099, loss_mpn: 0.029650, loss_rec: 0.053284, loss_semantic: 0.684611, loss_idmrf: 3.893436, loss_adv_gen: -127.951218, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:48:43,048 - INFO - [Train] step: 140199, loss_adv_disc: 1.748579, lr_disc: 0.000010
+2023-03-21 02:48:43,259 - INFO - [Train] step: 140199, loss_mpn: 0.097935, loss_rec: 0.165504, loss_semantic: 1.386136, loss_idmrf: 10.955185, loss_adv_gen: -153.120605, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:49:13,813 - INFO - [Train] step: 140299, loss_adv_disc: -15.642493, lr_disc: 0.000010
+2023-03-21 02:49:14,021 - INFO - [Train] step: 140299, loss_mpn: 0.030254, loss_rec: 0.099948, loss_semantic: 0.920283, loss_idmrf: 6.855282, loss_adv_gen: -139.451233, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:49:44,448 - INFO - [Train] step: 140399, loss_adv_disc: 1.898842, lr_disc: 0.000010
+2023-03-21 02:49:44,657 - INFO - [Train] step: 140399, loss_mpn: 0.020840, loss_rec: 0.059637, loss_semantic: 0.715578, loss_idmrf: 5.205272, loss_adv_gen: -104.951233, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:50:15,761 - INFO - [Train] step: 140499, loss_adv_disc: -5.714873, lr_disc: 0.000010
+2023-03-21 02:50:15,975 - INFO - [Train] step: 140499, loss_mpn: 0.061571, loss_rec: 0.091332, loss_semantic: 1.000716, loss_idmrf: 6.286299, loss_adv_gen: -156.919312, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:50:47,353 - INFO - [Train] step: 140599, loss_adv_disc: -4.389510, lr_disc: 0.000010
+2023-03-21 02:50:47,568 - INFO - [Train] step: 140599, loss_mpn: 0.024307, loss_rec: 0.059966, loss_semantic: 0.717177, loss_idmrf: 4.927936, loss_adv_gen: -103.321472, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:51:18,042 - INFO - [Train] step: 140699, loss_adv_disc: -5.485306, lr_disc: 0.000010
+2023-03-21 02:51:18,248 - INFO - [Train] step: 140699, loss_mpn: 0.028558, loss_rec: 0.071405, loss_semantic: 0.752453, loss_idmrf: 4.638616, loss_adv_gen: -101.828743, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:51:48,919 - INFO - [Train] step: 140799, loss_adv_disc: -2.075459, lr_disc: 0.000010
+2023-03-21 02:51:49,126 - INFO - [Train] step: 140799, loss_mpn: 0.026569, loss_rec: 0.057595, loss_semantic: 0.732634, loss_idmrf: 4.377766, loss_adv_gen: -90.315475, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:52:19,572 - INFO - [Train] step: 140899, loss_adv_disc: -14.242414, lr_disc: 0.000010
+2023-03-21 02:52:19,773 - INFO - [Train] step: 140899, loss_mpn: 0.045380, loss_rec: 0.108598, loss_semantic: 1.029325, loss_idmrf: 7.439472, loss_adv_gen: -102.149460, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:52:50,149 - INFO - [Train] step: 140999, loss_adv_disc: -6.880135, lr_disc: 0.000010
+2023-03-21 02:52:50,355 - INFO - [Train] step: 140999, loss_mpn: 0.044287, loss_rec: 0.094663, loss_semantic: 1.024396, loss_idmrf: 5.625030, loss_adv_gen: -126.391937, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:54:01,922 - INFO - [Eval] step: 140999, bce: 0.082534, psnr: 23.629503, ssim: 0.813828
+2023-03-21 02:54:38,014 - INFO - [Train] step: 141099, loss_adv_disc: 3.969351, lr_disc: 0.000010
+2023-03-21 02:54:38,219 - INFO - [Train] step: 141099, loss_mpn: 0.028634, loss_rec: 0.087395, loss_semantic: 0.902496, loss_idmrf: 5.347326, loss_adv_gen: -142.916702, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:55:08,300 - INFO - [Train] step: 141199, loss_adv_disc: -1.473357, lr_disc: 0.000010
+2023-03-21 02:55:08,508 - INFO - [Train] step: 141199, loss_mpn: 0.013107, loss_rec: 0.053160, loss_semantic: 0.638338, loss_idmrf: 3.339592, loss_adv_gen: -116.413330, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:55:38,820 - INFO - [Train] step: 141299, loss_adv_disc: -15.758734, lr_disc: 0.000010
+2023-03-21 02:55:39,028 - INFO - [Train] step: 141299, loss_mpn: 0.041668, loss_rec: 0.119336, loss_semantic: 1.055798, loss_idmrf: 5.902409, loss_adv_gen: -117.840988, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:56:09,874 - INFO - [Train] step: 141399, loss_adv_disc: -0.094363, lr_disc: 0.000010
+2023-03-21 02:56:10,085 - INFO - [Train] step: 141399, loss_mpn: 0.054096, loss_rec: 0.087337, loss_semantic: 0.874753, loss_idmrf: 5.994501, loss_adv_gen: -143.819122, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:56:41,368 - INFO - [Train] step: 141499, loss_adv_disc: 1.154136, lr_disc: 0.000010
+2023-03-21 02:56:41,570 - INFO - [Train] step: 141499, loss_mpn: 0.007120, loss_rec: 0.029314, loss_semantic: 0.466279, loss_idmrf: 1.916768, loss_adv_gen: -95.258247, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:57:12,176 - INFO - [Train] step: 141599, loss_adv_disc: -5.820957, lr_disc: 0.000010
+2023-03-21 02:57:12,380 - INFO - [Train] step: 141599, loss_mpn: 0.047036, loss_rec: 0.068874, loss_semantic: 0.829841, loss_idmrf: 4.640928, loss_adv_gen: -99.786812, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:57:42,608 - INFO - [Train] step: 141699, loss_adv_disc: -3.137843, lr_disc: 0.000010
+2023-03-21 02:57:42,814 - INFO - [Train] step: 141699, loss_mpn: 0.033900, loss_rec: 0.102174, loss_semantic: 1.024373, loss_idmrf: 6.531122, loss_adv_gen: -123.399902, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:58:13,454 - INFO - [Train] step: 141799, loss_adv_disc: 0.826303, lr_disc: 0.000010
+2023-03-21 02:58:13,661 - INFO - [Train] step: 141799, loss_mpn: 0.016403, loss_rec: 0.048626, loss_semantic: 0.634613, loss_idmrf: 2.989836, loss_adv_gen: -113.991928, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:58:43,758 - INFO - [Train] step: 141899, loss_adv_disc: -6.749734, lr_disc: 0.000010
+2023-03-21 02:58:43,967 - INFO - [Train] step: 141899, loss_mpn: 0.034489, loss_rec: 0.094476, loss_semantic: 1.062922, loss_idmrf: 6.497217, loss_adv_gen: -127.294418, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:59:14,535 - INFO - [Train] step: 141999, loss_adv_disc: -0.956559, lr_disc: 0.000010
+2023-03-21 02:59:14,742 - INFO - [Train] step: 141999, loss_mpn: 0.035055, loss_rec: 0.057442, loss_semantic: 0.783351, loss_idmrf: 5.657363, loss_adv_gen: -88.550797, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:00:22,853 - INFO - [Eval] step: 141999, bce: 0.083815, psnr: 23.763884, ssim: 0.816717
+2023-03-21 03:00:58,557 - INFO - [Train] step: 142099, loss_adv_disc: -7.259943, lr_disc: 0.000010
+2023-03-21 03:00:58,760 - INFO - [Train] step: 142099, loss_mpn: 0.051289, loss_rec: 0.098769, loss_semantic: 0.948926, loss_idmrf: 5.188344, loss_adv_gen: -118.100182, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:01:29,014 - INFO - [Train] step: 142199, loss_adv_disc: -8.704162, lr_disc: 0.000010
+2023-03-21 03:01:29,217 - INFO - [Train] step: 142199, loss_mpn: 0.048637, loss_rec: 0.135597, loss_semantic: 1.216971, loss_idmrf: 7.369468, loss_adv_gen: -144.999420, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:01:59,006 - INFO - [Train] step: 142299, loss_adv_disc: -3.488536, lr_disc: 0.000010
+2023-03-21 03:01:59,211 - INFO - [Train] step: 142299, loss_mpn: 0.028644, loss_rec: 0.084039, loss_semantic: 0.871074, loss_idmrf: 3.105950, loss_adv_gen: -141.715683, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:02:29,134 - INFO - [Train] step: 142399, loss_adv_disc: 0.306925, lr_disc: 0.000010
+2023-03-21 03:02:29,337 - INFO - [Train] step: 142399, loss_mpn: 0.055412, loss_rec: 0.071579, loss_semantic: 0.801925, loss_idmrf: 4.688672, loss_adv_gen: -110.078522, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:02:59,408 - INFO - [Train] step: 142499, loss_adv_disc: -6.145839, lr_disc: 0.000010
+2023-03-21 03:02:59,610 - INFO - [Train] step: 142499, loss_mpn: 0.072815, loss_rec: 0.090831, loss_semantic: 0.863207, loss_idmrf: 5.302219, loss_adv_gen: -129.473572, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:03:29,956 - INFO - [Train] step: 142599, loss_adv_disc: -6.276119, lr_disc: 0.000010
+2023-03-21 03:03:30,163 - INFO - [Train] step: 142599, loss_mpn: 0.031936, loss_rec: 0.074015, loss_semantic: 0.865600, loss_idmrf: 5.456793, loss_adv_gen: -132.472366, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:04:00,446 - INFO - [Train] step: 142699, loss_adv_disc: -3.668107, lr_disc: 0.000010
+2023-03-21 03:04:00,643 - INFO - [Train] step: 142699, loss_mpn: 0.017818, loss_rec: 0.050466, loss_semantic: 0.710271, loss_idmrf: 4.191426, loss_adv_gen: -102.972061, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:04:30,553 - INFO - [Train] step: 142799, loss_adv_disc: 0.407611, lr_disc: 0.000010
+2023-03-21 03:04:30,754 - INFO - [Train] step: 142799, loss_mpn: 0.030042, loss_rec: 0.053493, loss_semantic: 0.702948, loss_idmrf: 3.203016, loss_adv_gen: -146.318344, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:05:01,288 - INFO - [Train] step: 142899, loss_adv_disc: -4.141116, lr_disc: 0.000010
+2023-03-21 03:05:01,492 - INFO - [Train] step: 142899, loss_mpn: 0.016646, loss_rec: 0.045988, loss_semantic: 0.602069, loss_idmrf: 4.235754, loss_adv_gen: -92.469818, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:05:31,771 - INFO - [Train] step: 142999, loss_adv_disc: -1.048466, lr_disc: 0.000010
+2023-03-21 03:05:31,977 - INFO - [Train] step: 142999, loss_mpn: 0.032899, loss_rec: 0.101746, loss_semantic: 0.968433, loss_idmrf: 3.918935, loss_adv_gen: -129.818497, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:06:41,343 - INFO - [Eval] step: 142999, bce: 0.079824, psnr: 23.612495, ssim: 0.814983
+2023-03-21 03:07:17,566 - INFO - [Train] step: 143099, loss_adv_disc: -6.674694, lr_disc: 0.000010
+2023-03-21 03:07:17,765 - INFO - [Train] step: 143099, loss_mpn: 0.059992, loss_rec: 0.093896, loss_semantic: 1.021502, loss_idmrf: 8.457091, loss_adv_gen: -105.229553, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:07:47,439 - INFO - [Train] step: 143199, loss_adv_disc: -13.049301, lr_disc: 0.000010
+2023-03-21 03:07:47,641 - INFO - [Train] step: 143199, loss_mpn: 0.024955, loss_rec: 0.111431, loss_semantic: 0.986490, loss_idmrf: 4.985268, loss_adv_gen: -147.738647, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:08:17,861 - INFO - [Train] step: 143299, loss_adv_disc: -1.185300, lr_disc: 0.000010
+2023-03-21 03:08:18,068 - INFO - [Train] step: 143299, loss_mpn: 0.006513, loss_rec: 0.040639, loss_semantic: 0.588318, loss_idmrf: 1.743052, loss_adv_gen: -110.641914, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:08:48,202 - INFO - [Train] step: 143399, loss_adv_disc: 1.612793, lr_disc: 0.000010
+2023-03-21 03:08:48,403 - INFO - [Train] step: 143399, loss_mpn: 0.031543, loss_rec: 0.063717, loss_semantic: 0.795477, loss_idmrf: 3.992647, loss_adv_gen: -117.612778, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:09:18,450 - INFO - [Train] step: 143499, loss_adv_disc: -1.860285, lr_disc: 0.000010
+2023-03-21 03:09:18,656 - INFO - [Train] step: 143499, loss_mpn: 0.027173, loss_rec: 0.072383, loss_semantic: 0.819078, loss_idmrf: 5.912639, loss_adv_gen: -113.333450, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:09:48,845 - INFO - [Train] step: 143599, loss_adv_disc: -0.406248, lr_disc: 0.000010
+2023-03-21 03:09:49,050 - INFO - [Train] step: 143599, loss_mpn: 0.031337, loss_rec: 0.075658, loss_semantic: 0.888580, loss_idmrf: 5.287005, loss_adv_gen: -114.958305, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:10:19,133 - INFO - [Train] step: 143699, loss_adv_disc: -0.797028, lr_disc: 0.000010
+2023-03-21 03:10:19,327 - INFO - [Train] step: 143699, loss_mpn: 0.007254, loss_rec: 0.039295, loss_semantic: 0.540888, loss_idmrf: 1.451831, loss_adv_gen: -122.269867, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:10:49,160 - INFO - [Train] step: 143799, loss_adv_disc: -2.170066, lr_disc: 0.000010
+2023-03-21 03:10:49,364 - INFO - [Train] step: 143799, loss_mpn: 0.013025, loss_rec: 0.049636, loss_semantic: 0.592715, loss_idmrf: 3.696215, loss_adv_gen: -101.274399, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:11:19,452 - INFO - [Train] step: 143899, loss_adv_disc: 1.139824, lr_disc: 0.000010
+2023-03-21 03:11:19,661 - INFO - [Train] step: 143899, loss_mpn: 0.036042, loss_rec: 0.071483, loss_semantic: 0.796723, loss_idmrf: 4.514218, loss_adv_gen: -113.139542, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:11:49,738 - INFO - [Train] step: 143999, loss_adv_disc: -2.989232, lr_disc: 0.000010
+2023-03-21 03:11:49,940 - INFO - [Train] step: 143999, loss_mpn: 0.013817, loss_rec: 0.062349, loss_semantic: 0.675951, loss_idmrf: 3.974879, loss_adv_gen: -122.568260, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:12:59,234 - INFO - [Eval] step: 143999, bce: 0.079864, psnr: 23.564791, ssim: 0.813565
+2023-03-21 03:13:34,854 - INFO - [Train] step: 144099, loss_adv_disc: -6.613909, lr_disc: 0.000010
+2023-03-21 03:13:35,054 - INFO - [Train] step: 144099, loss_mpn: 0.031250, loss_rec: 0.065706, loss_semantic: 0.786952, loss_idmrf: 6.363192, loss_adv_gen: -114.795822, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:14:04,633 - INFO - [Train] step: 144199, loss_adv_disc: -4.662600, lr_disc: 0.000010
+2023-03-21 03:14:04,837 - INFO - [Train] step: 144199, loss_mpn: 0.035779, loss_rec: 0.069781, loss_semantic: 0.847003, loss_idmrf: 4.703748, loss_adv_gen: -80.115562, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:14:34,542 - INFO - [Train] step: 144299, loss_adv_disc: 0.885857, lr_disc: 0.000010
+2023-03-21 03:14:34,745 - INFO - [Train] step: 144299, loss_mpn: 0.031579, loss_rec: 0.055759, loss_semantic: 0.746135, loss_idmrf: 4.990908, loss_adv_gen: -89.844978, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:15:04,742 - INFO - [Train] step: 144399, loss_adv_disc: 0.032859, lr_disc: 0.000010
+2023-03-21 03:15:04,947 - INFO - [Train] step: 144399, loss_mpn: 0.030099, loss_rec: 0.075802, loss_semantic: 0.912360, loss_idmrf: 4.625956, loss_adv_gen: -130.996033, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:15:35,071 - INFO - [Train] step: 144499, loss_adv_disc: -9.918510, lr_disc: 0.000010
+2023-03-21 03:15:35,276 - INFO - [Train] step: 144499, loss_mpn: 0.041837, loss_rec: 0.114751, loss_semantic: 1.039801, loss_idmrf: 3.828343, loss_adv_gen: -166.182739, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:16:05,112 - INFO - [Train] step: 144599, loss_adv_disc: -2.226074, lr_disc: 0.000010
+2023-03-21 03:16:05,312 - INFO - [Train] step: 144599, loss_mpn: 0.043303, loss_rec: 0.081626, loss_semantic: 0.915179, loss_idmrf: 6.160113, loss_adv_gen: -116.684746, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:16:35,635 - INFO - [Train] step: 144699, loss_adv_disc: -11.391569, lr_disc: 0.000010
+2023-03-21 03:16:35,836 - INFO - [Train] step: 144699, loss_mpn: 0.029998, loss_rec: 0.069777, loss_semantic: 0.777209, loss_idmrf: 4.176300, loss_adv_gen: -103.647919, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:17:05,756 - INFO - [Train] step: 144799, loss_adv_disc: -14.247969, lr_disc: 0.000010
+2023-03-21 03:17:05,963 - INFO - [Train] step: 144799, loss_mpn: 0.049147, loss_rec: 0.127640, loss_semantic: 1.209857, loss_idmrf: 8.870387, loss_adv_gen: -103.545097, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:17:35,761 - INFO - [Train] step: 144899, loss_adv_disc: -1.928905, lr_disc: 0.000010
+2023-03-21 03:17:35,965 - INFO - [Train] step: 144899, loss_mpn: 0.041414, loss_rec: 0.096326, loss_semantic: 0.869174, loss_idmrf: 5.251486, loss_adv_gen: -114.491333, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:18:06,427 - INFO - [Train] step: 144999, loss_adv_disc: -3.235641, lr_disc: 0.000010
+2023-03-21 03:18:06,627 - INFO - [Train] step: 144999, loss_mpn: 0.015660, loss_rec: 0.055405, loss_semantic: 0.685931, loss_idmrf: 3.277629, loss_adv_gen: -96.872208, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:19:14,732 - INFO - [Eval] step: 144999, bce: 0.079875, psnr: 23.661509, ssim: 0.815916
+2023-03-21 03:19:50,315 - INFO - [Train] step: 145099, loss_adv_disc: 4.107242, lr_disc: 0.000010
+2023-03-21 03:19:50,513 - INFO - [Train] step: 145099, loss_mpn: 0.025457, loss_rec: 0.066530, loss_semantic: 0.686263, loss_idmrf: 2.944099, loss_adv_gen: -119.698662, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:20:20,313 - INFO - [Train] step: 145199, loss_adv_disc: -4.641999, lr_disc: 0.000010
+2023-03-21 03:20:20,522 - INFO - [Train] step: 145199, loss_mpn: 0.020192, loss_rec: 0.058632, loss_semantic: 0.732318, loss_idmrf: 4.484224, loss_adv_gen: -108.675133, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:20:50,747 - INFO - [Train] step: 145299, loss_adv_disc: 2.991557, lr_disc: 0.000010
+2023-03-21 03:20:50,952 - INFO - [Train] step: 145299, loss_mpn: 0.007335, loss_rec: 0.039069, loss_semantic: 0.486021, loss_idmrf: 1.605823, loss_adv_gen: -175.352829, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:21:20,807 - INFO - [Train] step: 145399, loss_adv_disc: -4.720971, lr_disc: 0.000010
+2023-03-21 03:21:21,011 - INFO - [Train] step: 145399, loss_mpn: 0.017944, loss_rec: 0.080749, loss_semantic: 0.855655, loss_idmrf: 5.234599, loss_adv_gen: -135.003494, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:21:51,717 - INFO - [Train] step: 145499, loss_adv_disc: 1.130495, lr_disc: 0.000010
+2023-03-21 03:21:51,922 - INFO - [Train] step: 145499, loss_mpn: 0.003076, loss_rec: 0.022702, loss_semantic: 0.390973, loss_idmrf: 1.253444, loss_adv_gen: -122.237320, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:22:21,556 - INFO - [Train] step: 145599, loss_adv_disc: -5.204051, lr_disc: 0.000010
+2023-03-21 03:22:21,759 - INFO - [Train] step: 145599, loss_mpn: 0.022200, loss_rec: 0.078933, loss_semantic: 0.857932, loss_idmrf: 3.360576, loss_adv_gen: -152.864502, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:22:51,481 - INFO - [Train] step: 145699, loss_adv_disc: -5.884339, lr_disc: 0.000010
+2023-03-21 03:22:51,680 - INFO - [Train] step: 145699, loss_mpn: 0.028489, loss_rec: 0.075645, loss_semantic: 0.841480, loss_idmrf: 4.326832, loss_adv_gen: -133.395142, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:23:21,675 - INFO - [Train] step: 145799, loss_adv_disc: -2.892459, lr_disc: 0.000010
+2023-03-21 03:23:21,879 - INFO - [Train] step: 145799, loss_mpn: 0.030722, loss_rec: 0.053619, loss_semantic: 0.712630, loss_idmrf: 3.796368, loss_adv_gen: -127.063614, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:23:52,338 - INFO - [Train] step: 145899, loss_adv_disc: -9.459974, lr_disc: 0.000010
+2023-03-21 03:23:52,543 - INFO - [Train] step: 145899, loss_mpn: 0.039010, loss_rec: 0.090862, loss_semantic: 0.928348, loss_idmrf: 4.459369, loss_adv_gen: -112.984161, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:24:22,484 - INFO - [Train] step: 145999, loss_adv_disc: -3.405521, lr_disc: 0.000010
+2023-03-21 03:24:22,688 - INFO - [Train] step: 145999, loss_mpn: 0.018749, loss_rec: 0.062827, loss_semantic: 0.777450, loss_idmrf: 3.677587, loss_adv_gen: -115.177765, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:25:31,159 - INFO - [Eval] step: 145999, bce: 0.081530, psnr: 23.643841, ssim: 0.814891
+2023-03-21 03:26:06,600 - INFO - [Train] step: 146099, loss_adv_disc: -6.727365, lr_disc: 0.000010
+2023-03-21 03:26:06,803 - INFO - [Train] step: 146099, loss_mpn: 0.029127, loss_rec: 0.070722, loss_semantic: 0.883893, loss_idmrf: 3.858552, loss_adv_gen: -132.727982, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:26:36,337 - INFO - [Train] step: 146199, loss_adv_disc: -0.665673, lr_disc: 0.000010
+2023-03-21 03:26:36,541 - INFO - [Train] step: 146199, loss_mpn: 0.019165, loss_rec: 0.045041, loss_semantic: 0.653235, loss_idmrf: 2.483147, loss_adv_gen: -120.632271, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:27:07,111 - INFO - [Train] step: 146299, loss_adv_disc: -11.760153, lr_disc: 0.000010
+2023-03-21 03:27:07,317 - INFO - [Train] step: 146299, loss_mpn: 0.036222, loss_rec: 0.104319, loss_semantic: 0.915978, loss_idmrf: 4.759812, loss_adv_gen: -130.326050, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:27:37,292 - INFO - [Train] step: 146399, loss_adv_disc: -12.463841, lr_disc: 0.000010
+2023-03-21 03:27:37,494 - INFO - [Train] step: 146399, loss_mpn: 0.038848, loss_rec: 0.086524, loss_semantic: 0.939276, loss_idmrf: 7.974588, loss_adv_gen: -108.871674, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:28:07,415 - INFO - [Train] step: 146499, loss_adv_disc: -1.021354, lr_disc: 0.000010
+2023-03-21 03:28:07,614 - INFO - [Train] step: 146499, loss_mpn: 0.022239, loss_rec: 0.056048, loss_semantic: 0.711072, loss_idmrf: 3.336822, loss_adv_gen: -103.795151, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:28:37,655 - INFO - [Train] step: 146599, loss_adv_disc: -1.693747, lr_disc: 0.000010
+2023-03-21 03:28:37,860 - INFO - [Train] step: 146599, loss_mpn: 0.039420, loss_rec: 0.065811, loss_semantic: 0.795958, loss_idmrf: 5.220130, loss_adv_gen: -117.704681, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:29:07,771 - INFO - [Train] step: 146699, loss_adv_disc: -14.730731, lr_disc: 0.000010
+2023-03-21 03:29:07,972 - INFO - [Train] step: 146699, loss_mpn: 0.065598, loss_rec: 0.120242, loss_semantic: 1.016157, loss_idmrf: 6.231461, loss_adv_gen: -121.204773, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:29:37,890 - INFO - [Train] step: 146799, loss_adv_disc: 0.812414, lr_disc: 0.000010
+2023-03-21 03:29:38,093 - INFO - [Train] step: 146799, loss_mpn: 0.014640, loss_rec: 0.065712, loss_semantic: 0.718442, loss_idmrf: 2.816000, loss_adv_gen: -132.768097, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:30:08,283 - INFO - [Train] step: 146899, loss_adv_disc: -2.457372, lr_disc: 0.000010
+2023-03-21 03:30:08,485 - INFO - [Train] step: 146899, loss_mpn: 0.033261, loss_rec: 0.049561, loss_semantic: 0.685199, loss_idmrf: 2.723068, loss_adv_gen: -102.000275, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:30:38,441 - INFO - [Train] step: 146999, loss_adv_disc: -9.684932, lr_disc: 0.000010
+2023-03-21 03:30:38,645 - INFO - [Train] step: 146999, loss_mpn: 0.034114, loss_rec: 0.109210, loss_semantic: 1.085428, loss_idmrf: 6.970729, loss_adv_gen: -103.644623, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:31:46,859 - INFO - [Eval] step: 146999, bce: 0.080353, psnr: 23.665768, ssim: 0.815241
+2023-03-21 03:32:22,015 - INFO - [Train] step: 147099, loss_adv_disc: -6.502635, lr_disc: 0.000010
+2023-03-21 03:32:22,217 - INFO - [Train] step: 147099, loss_mpn: 0.038215, loss_rec: 0.082715, loss_semantic: 0.846633, loss_idmrf: 3.663976, loss_adv_gen: -105.278969, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:32:51,996 - INFO - [Train] step: 147199, loss_adv_disc: -9.229372, lr_disc: 0.000010
+2023-03-21 03:32:52,197 - INFO - [Train] step: 147199, loss_mpn: 0.052043, loss_rec: 0.103557, loss_semantic: 1.019542, loss_idmrf: 4.749701, loss_adv_gen: -130.963364, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:33:22,193 - INFO - [Train] step: 147299, loss_adv_disc: -3.118603, lr_disc: 0.000010
+2023-03-21 03:33:22,397 - INFO - [Train] step: 147299, loss_mpn: 0.133251, loss_rec: 0.097996, loss_semantic: 1.005275, loss_idmrf: 6.172791, loss_adv_gen: -102.531219, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:33:52,303 - INFO - [Train] step: 147399, loss_adv_disc: -0.038935, lr_disc: 0.000010
+2023-03-21 03:33:52,504 - INFO - [Train] step: 147399, loss_mpn: 0.028193, loss_rec: 0.101922, loss_semantic: 1.117311, loss_idmrf: 5.706305, loss_adv_gen: -139.112030, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:34:22,864 - INFO - [Train] step: 147499, loss_adv_disc: -5.404555, lr_disc: 0.000010
+2023-03-21 03:34:23,067 - INFO - [Train] step: 147499, loss_mpn: 0.027364, loss_rec: 0.070383, loss_semantic: 0.850170, loss_idmrf: 3.202165, loss_adv_gen: -107.833420, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:34:53,219 - INFO - [Train] step: 147599, loss_adv_disc: -8.965251, lr_disc: 0.000010
+2023-03-21 03:34:53,423 - INFO - [Train] step: 147599, loss_mpn: 0.064994, loss_rec: 0.112017, loss_semantic: 1.096362, loss_idmrf: 7.748762, loss_adv_gen: -95.176834, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:35:23,436 - INFO - [Train] step: 147699, loss_adv_disc: -0.899665, lr_disc: 0.000010
+2023-03-21 03:35:23,638 - INFO - [Train] step: 147699, loss_mpn: 0.015166, loss_rec: 0.048131, loss_semantic: 0.724377, loss_idmrf: 3.439734, loss_adv_gen: -117.854187, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:35:53,796 - INFO - [Train] step: 147799, loss_adv_disc: -6.422713, lr_disc: 0.000010
+2023-03-21 03:35:54,000 - INFO - [Train] step: 147799, loss_mpn: 0.032384, loss_rec: 0.072911, loss_semantic: 0.806261, loss_idmrf: 4.320862, loss_adv_gen: -128.965927, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:36:24,012 - INFO - [Train] step: 147899, loss_adv_disc: -10.709483, lr_disc: 0.000010
+2023-03-21 03:36:24,211 - INFO - [Train] step: 147899, loss_mpn: 0.030441, loss_rec: 0.082116, loss_semantic: 0.869779, loss_idmrf: 5.065754, loss_adv_gen: -99.806107, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:36:54,878 - INFO - [Train] step: 147999, loss_adv_disc: -6.179714, lr_disc: 0.000010
+2023-03-21 03:36:55,083 - INFO - [Train] step: 147999, loss_mpn: 0.080348, loss_rec: 0.084450, loss_semantic: 1.023056, loss_idmrf: 8.975588, loss_adv_gen: -102.233582, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:38:01,862 - INFO - [Eval] step: 147999, bce: 0.079402, psnr: 23.587383, ssim: 0.813103
+2023-03-21 03:38:37,241 - INFO - [Train] step: 148099, loss_adv_disc: -0.834915, lr_disc: 0.000010
+2023-03-21 03:38:37,444 - INFO - [Train] step: 148099, loss_mpn: 0.033011, loss_rec: 0.049587, loss_semantic: 0.745362, loss_idmrf: 3.351363, loss_adv_gen: -91.497337, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:39:07,175 - INFO - [Train] step: 148199, loss_adv_disc: -2.202974, lr_disc: 0.000010
+2023-03-21 03:39:07,376 - INFO - [Train] step: 148199, loss_mpn: 0.034751, loss_rec: 0.068497, loss_semantic: 0.789053, loss_idmrf: 2.688422, loss_adv_gen: -130.869843, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:39:37,093 - INFO - [Train] step: 148299, loss_adv_disc: 0.943883, lr_disc: 0.000010
+2023-03-21 03:39:37,290 - INFO - [Train] step: 148299, loss_mpn: 0.008624, loss_rec: 0.041202, loss_semantic: 0.579545, loss_idmrf: 1.552991, loss_adv_gen: -122.891586, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:40:07,051 - INFO - [Train] step: 148399, loss_adv_disc: 1.654010, lr_disc: 0.000010
+2023-03-21 03:40:07,251 - INFO - [Train] step: 148399, loss_mpn: 0.014928, loss_rec: 0.039674, loss_semantic: 0.589161, loss_idmrf: 2.405019, loss_adv_gen: -134.329361, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:40:37,113 - INFO - [Train] step: 148499, loss_adv_disc: -6.027107, lr_disc: 0.000010
+2023-03-21 03:40:37,314 - INFO - [Train] step: 148499, loss_mpn: 0.059319, loss_rec: 0.105841, loss_semantic: 1.188601, loss_idmrf: 8.006695, loss_adv_gen: -92.976891, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:41:07,063 - INFO - [Train] step: 148599, loss_adv_disc: 0.978681, lr_disc: 0.000010
+2023-03-21 03:41:07,263 - INFO - [Train] step: 148599, loss_mpn: 0.020839, loss_rec: 0.040777, loss_semantic: 0.565046, loss_idmrf: 2.567142, loss_adv_gen: -103.718246, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:41:36,899 - INFO - [Train] step: 148699, loss_adv_disc: -1.164596, lr_disc: 0.000010
+2023-03-21 03:41:37,103 - INFO - [Train] step: 148699, loss_mpn: 0.012891, loss_rec: 0.055197, loss_semantic: 0.672130, loss_idmrf: 3.751879, loss_adv_gen: -113.888168, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:42:06,984 - INFO - [Train] step: 148799, loss_adv_disc: -4.601480, lr_disc: 0.000010
+2023-03-21 03:42:07,189 - INFO - [Train] step: 148799, loss_mpn: 0.028221, loss_rec: 0.084220, loss_semantic: 0.754576, loss_idmrf: 3.626810, loss_adv_gen: -104.589096, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:42:36,815 - INFO - [Train] step: 148899, loss_adv_disc: -1.507566, lr_disc: 0.000010
+2023-03-21 03:42:37,021 - INFO - [Train] step: 148899, loss_mpn: 0.008684, loss_rec: 0.039943, loss_semantic: 0.592823, loss_idmrf: 3.062792, loss_adv_gen: -84.822365, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:43:06,638 - INFO - [Train] step: 148999, loss_adv_disc: -5.367762, lr_disc: 0.000010
+2023-03-21 03:43:06,841 - INFO - [Train] step: 148999, loss_mpn: 0.072274, loss_rec: 0.140344, loss_semantic: 1.262180, loss_idmrf: 9.294133, loss_adv_gen: -98.724014, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:44:14,748 - INFO - [Eval] step: 148999, bce: 0.080395, psnr: 23.682394, ssim: 0.813280
+2023-03-21 03:44:49,956 - INFO - [Train] step: 149099, loss_adv_disc: -7.544542, lr_disc: 0.000010
+2023-03-21 03:44:50,157 - INFO - [Train] step: 149099, loss_mpn: 0.040263, loss_rec: 0.082893, loss_semantic: 0.849494, loss_idmrf: 4.582109, loss_adv_gen: -113.079903, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:45:19,825 - INFO - [Train] step: 149199, loss_adv_disc: -11.118177, lr_disc: 0.000010
+2023-03-21 03:45:20,024 - INFO - [Train] step: 149199, loss_mpn: 0.067452, loss_rec: 0.111724, loss_semantic: 1.174764, loss_idmrf: 6.406519, loss_adv_gen: -114.238861, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:45:49,970 - INFO - [Train] step: 149299, loss_adv_disc: -3.805310, lr_disc: 0.000010
+2023-03-21 03:45:50,175 - INFO - [Train] step: 149299, loss_mpn: 0.014729, loss_rec: 0.037571, loss_semantic: 0.598425, loss_idmrf: 3.208019, loss_adv_gen: -82.275299, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:46:19,889 - INFO - [Train] step: 149399, loss_adv_disc: -6.933417, lr_disc: 0.000010
+2023-03-21 03:46:20,089 - INFO - [Train] step: 149399, loss_mpn: 0.028591, loss_rec: 0.091034, loss_semantic: 0.934387, loss_idmrf: 5.936790, loss_adv_gen: -95.453979, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:46:49,791 - INFO - [Train] step: 149499, loss_adv_disc: 3.312139, lr_disc: 0.000010
+2023-03-21 03:46:49,993 - INFO - [Train] step: 149499, loss_mpn: 0.020809, loss_rec: 0.032679, loss_semantic: 0.498913, loss_idmrf: 2.568412, loss_adv_gen: -107.528046, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:47:19,744 - INFO - [Train] step: 149599, loss_adv_disc: -4.350649, lr_disc: 0.000010
+2023-03-21 03:47:19,943 - INFO - [Train] step: 149599, loss_mpn: 0.021083, loss_rec: 0.059885, loss_semantic: 0.757326, loss_idmrf: 2.883770, loss_adv_gen: -117.136093, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:47:49,650 - INFO - [Train] step: 149699, loss_adv_disc: 2.023626, lr_disc: 0.000010
+2023-03-21 03:47:49,851 - INFO - [Train] step: 149699, loss_mpn: 0.007660, loss_rec: 0.030020, loss_semantic: 0.479509, loss_idmrf: 1.565759, loss_adv_gen: -129.406570, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:48:19,732 - INFO - [Train] step: 149799, loss_adv_disc: -3.858016, lr_disc: 0.000010
+2023-03-21 03:48:19,936 - INFO - [Train] step: 149799, loss_mpn: 0.025703, loss_rec: 0.075355, loss_semantic: 0.900097, loss_idmrf: 5.611253, loss_adv_gen: -117.962158, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:48:49,637 - INFO - [Train] step: 149899, loss_adv_disc: -5.579510, lr_disc: 0.000010
+2023-03-21 03:48:49,838 - INFO - [Train] step: 149899, loss_mpn: 0.084377, loss_rec: 0.132818, loss_semantic: 1.057710, loss_idmrf: 7.135716, loss_adv_gen: -108.388931, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:49:20,055 - INFO - [Train] step: 149999, loss_adv_disc: -0.479581, lr_disc: 0.000010
+2023-03-21 03:49:20,267 - INFO - [Train] step: 149999, loss_mpn: 0.032003, loss_rec: 0.088776, loss_semantic: 0.853429, loss_idmrf: 5.870392, loss_adv_gen: -92.875717, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 03:50:28,870 - INFO - [Eval] step: 149999, bce: 0.082198, psnr: 23.660965, ssim: 0.814328
+2023-03-21 03:50:34,899 - INFO - End of training
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diff --git a/joint_ffhq_maskdir_realnoise/config-2023-03-20-11-55-31.yaml b/joint_ffhq_maskdir_realnoise/config-2023-03-20-11-55-31.yaml
new file mode 100644
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@@ -0,0 +1,61 @@
+data:
+  dataroot: /amax/xyf/data/FFHQ/
+  img_size: 256
+  name: FFHQ
+dataloader:
+  micro_batch: 0
+  num_workers: 4
+  pin_memory: true
+  prefetch_factor: 2
+mask:
+  dir_invert_color: true
+  dir_path: /amax/xyf/data/NVIDIAIrregularMaskDataset/train/
+  mask_type: dir
+  noise_type: real
+  real_dataset:
+  - dataroot: /amax/xyf/data/CelebA-HQ/
+    img_size: 256
+    name: CelebA-HQ
+  - dataroot: /amax/xyf/data/ImageNet/
+    img_size: 256
+    name: ImageNet
+  smooth_kernel_size: 13
+  smooth_sigma: 3
+  smooth_type: gaussian
+model:
+  mpn:
+    base_n_channels: 64
+    neck_n_channels: 128
+  rin:
+    base_n_channels: 32
+    neck_n_channels: 128
+seed: 1234
+train:
+  batch_size: 4
+  coef_adv: 0.001
+  coef_idmrf: 0.001
+  coef_mpn: 2.0
+  coef_rec: 1.4
+  coef_semantic: 0.0001
+  eval_freq: 1000
+  n_steps: 150000
+  optim_disc:
+    betas:
+    - 0.5
+    - 0.9
+    lr: 1.0e-05
+  optim_mpn:
+    betas:
+    - 0.5
+    - 0.9
+    lr: 1.0e-05
+  optim_rin:
+    betas:
+    - 0.5
+    - 0.9
+    lr: 1.0e-05
+  pretrained: ./runs/separate_ffhq_maskdir_realnoise/ckpt/step079999/model.pt
+  print_freq: 100
+  resume: null
+  sample_freq: 1000
+  save_freq: 5000
diff --git a/joint_ffhq_maskdir_realnoise/output-2023-03-20-11-55-31.log b/joint_ffhq_maskdir_realnoise/output-2023-03-20-11-55-31.log
new file mode 100644
index 0000000000000000000000000000000000000000..132e35ee793006db601f77700a1788f8b06d4165
--- /dev/null
+++ b/joint_ffhq_maskdir_realnoise/output-2023-03-20-11-55-31.log
@@ -0,0 +1,3162 @@
+2023-03-20 11:55:33,771 - INFO - Experiment directory: ./runs/joint_ffhq_maskdir_realnoise/
+2023-03-20 11:55:33,772 - INFO - Number of processes: 2
+2023-03-20 11:55:33,772 - INFO - Distributed type: MULTI_GPU
+2023-03-20 11:55:33,772 - INFO - Mixed precision: no
+2023-03-20 11:55:34,105 - WARNING - Replace split `valid` with split `test` for dataset FFHQ
+2023-03-20 11:55:40,710 - INFO - Size of training set: 60000
+2023-03-20 11:55:40,710 - INFO - Size of validation set: 5000
+2023-03-20 11:55:40,710 - INFO - Batch size per process: 2
+2023-03-20 11:55:40,710 - INFO - Total batch size: 4
+2023-03-20 11:55:42,974 - INFO - Successfully load mpn and rin from ./runs/separate_ffhq_maskdir_realnoise/ckpt/step079999/model.pt
+2023-03-20 11:55:43,027 - INFO - Start training...
+2023-03-20 11:56:14,414 - INFO - [Train] step: 99, loss_adv_disc: 3.500405, lr_disc: 0.000010
+2023-03-20 11:56:14,598 - INFO - [Train] step: 99, loss_mpn: 0.034316, loss_rec: 0.096299, loss_semantic: 0.902024, loss_idmrf: 5.628809, loss_adv_gen: -62.475536, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 11:56:43,624 - INFO - [Train] step: 199, loss_adv_disc: 5.838379, lr_disc: 0.000010
+2023-03-20 11:56:43,811 - INFO - [Train] step: 199, loss_mpn: 0.030009, loss_rec: 0.044121, loss_semantic: 0.562821, loss_idmrf: 3.578670, loss_adv_gen: -72.526611, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 11:57:12,873 - INFO - [Train] step: 299, loss_adv_disc: -0.054561, lr_disc: 0.000010
+2023-03-20 11:57:13,058 - INFO - [Train] step: 299, loss_mpn: 0.034671, loss_rec: 0.064613, loss_semantic: 0.776281, loss_idmrf: 4.729549, loss_adv_gen: -78.499069, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 11:57:41,994 - INFO - [Train] step: 399, loss_adv_disc: -0.975057, lr_disc: 0.000010
+2023-03-20 11:57:42,179 - INFO - [Train] step: 399, loss_mpn: 0.048302, loss_rec: 0.047924, loss_semantic: 0.623588, loss_idmrf: 3.463377, loss_adv_gen: -77.207939, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 11:58:12,188 - INFO - [Train] step: 499, loss_adv_disc: -1.813149, lr_disc: 0.000010
+2023-03-20 11:58:12,379 - INFO - [Train] step: 499, loss_mpn: 0.136619, loss_rec: 0.089968, loss_semantic: 0.820695, loss_idmrf: 5.333613, loss_adv_gen: -80.737999, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 11:58:42,698 - INFO - [Train] step: 599, loss_adv_disc: -2.444658, lr_disc: 0.000010
+2023-03-20 11:58:42,896 - INFO - [Train] step: 599, loss_mpn: 0.036996, loss_rec: 0.099698, loss_semantic: 0.916075, loss_idmrf: 5.729829, loss_adv_gen: -66.400505, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 11:59:13,010 - INFO - [Train] step: 699, loss_adv_disc: -6.545309, lr_disc: 0.000010
+2023-03-20 11:59:13,203 - INFO - [Train] step: 699, loss_mpn: 0.042861, loss_rec: 0.098196, loss_semantic: 0.812281, loss_idmrf: 4.206031, loss_adv_gen: -87.940674, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 11:59:42,963 - INFO - [Train] step: 799, loss_adv_disc: -3.993594, lr_disc: 0.000010
+2023-03-20 11:59:43,165 - INFO - [Train] step: 799, loss_mpn: 0.032627, loss_rec: 0.077714, loss_semantic: 0.729374, loss_idmrf: 4.086560, loss_adv_gen: -79.528816, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:00:13,146 - INFO - [Train] step: 899, loss_adv_disc: 0.199761, lr_disc: 0.000010
+2023-03-20 12:00:13,348 - INFO - [Train] step: 899, loss_mpn: 0.047113, loss_rec: 0.087584, loss_semantic: 0.819675, loss_idmrf: 4.157570, loss_adv_gen: -96.946449, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:00:43,798 - INFO - [Train] step: 999, loss_adv_disc: 4.851953, lr_disc: 0.000010
+2023-03-20 12:00:44,006 - INFO - [Train] step: 999, loss_mpn: 0.159866, loss_rec: 0.112989, loss_semantic: 1.038628, loss_idmrf: 5.806741, loss_adv_gen: -68.682266, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:01:33,992 - INFO - [Eval] step: 999, bce: 0.138701, psnr: 24.072798, ssim: 0.831656
+2023-03-20 12:02:09,128 - INFO - [Train] step: 1099, loss_adv_disc: 5.429507, lr_disc: 0.000010
+2023-03-20 12:02:09,324 - INFO - [Train] step: 1099, loss_mpn: 0.153151, loss_rec: 0.168535, loss_semantic: 0.991711, loss_idmrf: 6.866245, loss_adv_gen: -82.551216, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:02:39,359 - INFO - [Train] step: 1199, loss_adv_disc: -0.625438, lr_disc: 0.000010
+2023-03-20 12:02:39,558 - INFO - [Train] step: 1199, loss_mpn: 0.038840, loss_rec: 0.045378, loss_semantic: 0.609391, loss_idmrf: 3.222503, loss_adv_gen: -74.881248, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:03:09,283 - INFO - [Train] step: 1299, loss_adv_disc: -4.460970, lr_disc: 0.000010
+2023-03-20 12:03:09,482 - INFO - [Train] step: 1299, loss_mpn: 0.028774, loss_rec: 0.058128, loss_semantic: 0.731227, loss_idmrf: 4.638230, loss_adv_gen: -83.412956, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:03:39,483 - INFO - [Train] step: 1399, loss_adv_disc: 1.108178, lr_disc: 0.000010
+2023-03-20 12:03:39,681 - INFO - [Train] step: 1399, loss_mpn: 0.065917, loss_rec: 0.065344, loss_semantic: 0.720473, loss_idmrf: 3.859665, loss_adv_gen: -71.901253, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:04:09,719 - INFO - [Train] step: 1499, loss_adv_disc: 0.542012, lr_disc: 0.000010
+2023-03-20 12:04:09,922 - INFO - [Train] step: 1499, loss_mpn: 0.088629, loss_rec: 0.109215, loss_semantic: 0.845792, loss_idmrf: 5.089343, loss_adv_gen: -94.606941, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:04:40,592 - INFO - [Train] step: 1599, loss_adv_disc: -2.649432, lr_disc: 0.000010
+2023-03-20 12:04:40,791 - INFO - [Train] step: 1599, loss_mpn: 0.074198, loss_rec: 0.104204, loss_semantic: 0.966002, loss_idmrf: 6.552315, loss_adv_gen: -105.133209, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:05:11,582 - INFO - [Train] step: 1699, loss_adv_disc: 0.972521, lr_disc: 0.000010
+2023-03-20 12:05:11,787 - INFO - [Train] step: 1699, loss_mpn: 0.138214, loss_rec: 0.145862, loss_semantic: 0.870127, loss_idmrf: 4.622288, loss_adv_gen: -95.292740, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:05:42,532 - INFO - [Train] step: 1799, loss_adv_disc: -4.523612, lr_disc: 0.000010
+2023-03-20 12:05:42,736 - INFO - [Train] step: 1799, loss_mpn: 0.044346, loss_rec: 0.098505, loss_semantic: 0.854339, loss_idmrf: 5.965574, loss_adv_gen: -93.080734, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:06:12,499 - INFO - [Train] step: 1899, loss_adv_disc: -6.279447, lr_disc: 0.000010
+2023-03-20 12:06:12,697 - INFO - [Train] step: 1899, loss_mpn: 0.060951, loss_rec: 0.092954, loss_semantic: 0.953316, loss_idmrf: 7.269709, loss_adv_gen: -105.389503, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:06:42,919 - INFO - [Train] step: 1999, loss_adv_disc: -1.033450, lr_disc: 0.000010
+2023-03-20 12:06:43,119 - INFO - [Train] step: 1999, loss_mpn: 0.074670, loss_rec: 0.080289, loss_semantic: 0.777291, loss_idmrf: 4.404805, loss_adv_gen: -107.053429, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:07:31,807 - INFO - [Eval] step: 1999, bce: 0.137069, psnr: 24.087822, ssim: 0.829738
+2023-03-20 12:08:05,873 - INFO - [Train] step: 2099, loss_adv_disc: -1.234549, lr_disc: 0.000010
+2023-03-20 12:08:06,073 - INFO - [Train] step: 2099, loss_mpn: 0.021350, loss_rec: 0.046893, loss_semantic: 0.679517, loss_idmrf: 4.220707, loss_adv_gen: -82.105293, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:08:35,739 - INFO - [Train] step: 2199, loss_adv_disc: 2.294337, lr_disc: 0.000010
+2023-03-20 12:08:35,937 - INFO - [Train] step: 2199, loss_mpn: 0.061309, loss_rec: 0.053267, loss_semantic: 0.807671, loss_idmrf: 4.145059, loss_adv_gen: -102.488632, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:09:05,613 - INFO - [Train] step: 2299, loss_adv_disc: -6.059015, lr_disc: 0.000010
+2023-03-20 12:09:05,817 - INFO - [Train] step: 2299, loss_mpn: 0.040496, loss_rec: 0.097943, loss_semantic: 0.954233, loss_idmrf: 6.577518, loss_adv_gen: -96.371346, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:09:35,990 - INFO - [Train] step: 2399, loss_adv_disc: 1.212667, lr_disc: 0.000010
+2023-03-20 12:09:36,194 - INFO - [Train] step: 2399, loss_mpn: 0.029393, loss_rec: 0.042592, loss_semantic: 0.549174, loss_idmrf: 2.686492, loss_adv_gen: -94.921921, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:10:05,968 - INFO - [Train] step: 2499, loss_adv_disc: -2.582342, lr_disc: 0.000010
+2023-03-20 12:10:06,166 - INFO - [Train] step: 2499, loss_mpn: 0.025791, loss_rec: 0.057585, loss_semantic: 0.794103, loss_idmrf: 5.231163, loss_adv_gen: -114.562706, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:10:36,041 - INFO - [Train] step: 2599, loss_adv_disc: -0.360943, lr_disc: 0.000010
+2023-03-20 12:10:36,238 - INFO - [Train] step: 2599, loss_mpn: 0.080782, loss_rec: 0.119905, loss_semantic: 0.886721, loss_idmrf: 5.485199, loss_adv_gen: -131.893158, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:11:06,782 - INFO - [Train] step: 2699, loss_adv_disc: -7.469327, lr_disc: 0.000010
+2023-03-20 12:11:06,987 - INFO - [Train] step: 2699, loss_mpn: 0.045239, loss_rec: 0.131796, loss_semantic: 0.974535, loss_idmrf: 6.818647, loss_adv_gen: -102.207512, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:11:38,069 - INFO - [Train] step: 2799, loss_adv_disc: -0.694590, lr_disc: 0.000010
+2023-03-20 12:11:38,273 - INFO - [Train] step: 2799, loss_mpn: 0.053287, loss_rec: 0.069945, loss_semantic: 0.763747, loss_idmrf: 3.707700, loss_adv_gen: -107.897079, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:12:08,717 - INFO - [Train] step: 2899, loss_adv_disc: 2.777453, lr_disc: 0.000010
+2023-03-20 12:12:08,923 - INFO - [Train] step: 2899, loss_mpn: 0.066264, loss_rec: 0.056308, loss_semantic: 0.721071, loss_idmrf: 3.663862, loss_adv_gen: -101.339340, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:12:38,612 - INFO - [Train] step: 2999, loss_adv_disc: -5.099443, lr_disc: 0.000010
+2023-03-20 12:12:38,810 - INFO - [Train] step: 2999, loss_mpn: 0.037443, loss_rec: 0.094875, loss_semantic: 1.025766, loss_idmrf: 6.757545, loss_adv_gen: -90.019211, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:13:27,038 - INFO - [Eval] step: 2999, bce: 0.136413, psnr: 24.120251, ssim: 0.828390
+2023-03-20 12:14:01,291 - INFO - [Train] step: 3099, loss_adv_disc: 2.518100, lr_disc: 0.000010
+2023-03-20 12:14:01,486 - INFO - [Train] step: 3099, loss_mpn: 0.030190, loss_rec: 0.044481, loss_semantic: 0.586136, loss_idmrf: 2.444484, loss_adv_gen: -136.113876, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:14:31,754 - INFO - [Train] step: 3199, loss_adv_disc: 0.475766, lr_disc: 0.000010
+2023-03-20 12:14:31,954 - INFO - [Train] step: 3199, loss_mpn: 0.048731, loss_rec: 0.079994, loss_semantic: 0.886417, loss_idmrf: 4.550002, loss_adv_gen: -108.130295, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:15:01,999 - INFO - [Train] step: 3299, loss_adv_disc: -4.326777, lr_disc: 0.000010
+2023-03-20 12:15:02,197 - INFO - [Train] step: 3299, loss_mpn: 0.088118, loss_rec: 0.116912, loss_semantic: 1.041368, loss_idmrf: 7.777513, loss_adv_gen: -95.544037, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:15:32,655 - INFO - [Train] step: 3399, loss_adv_disc: 4.684310, lr_disc: 0.000010
+2023-03-20 12:15:32,854 - INFO - [Train] step: 3399, loss_mpn: 0.024641, loss_rec: 0.071858, loss_semantic: 0.780897, loss_idmrf: 3.852310, loss_adv_gen: -126.495377, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:16:03,865 - INFO - [Train] step: 3499, loss_adv_disc: -6.859900, lr_disc: 0.000010
+2023-03-20 12:16:04,067 - INFO - [Train] step: 3499, loss_mpn: 0.026238, loss_rec: 0.092472, loss_semantic: 0.926073, loss_idmrf: 6.454784, loss_adv_gen: -110.493652, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:16:34,362 - INFO - [Train] step: 3599, loss_adv_disc: 3.605985, lr_disc: 0.000010
+2023-03-20 12:16:34,562 - INFO - [Train] step: 3599, loss_mpn: 0.155888, loss_rec: 0.090783, loss_semantic: 0.764120, loss_idmrf: 4.183936, loss_adv_gen: -152.934631, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:17:04,157 - INFO - [Train] step: 3699, loss_adv_disc: -7.103797, lr_disc: 0.000010
+2023-03-20 12:17:04,369 - INFO - [Train] step: 3699, loss_mpn: 0.038315, loss_rec: 0.092296, loss_semantic: 0.975929, loss_idmrf: 5.274127, loss_adv_gen: -109.040100, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:17:35,480 - INFO - [Train] step: 3799, loss_adv_disc: -2.941746, lr_disc: 0.000010
+2023-03-20 12:17:35,681 - INFO - [Train] step: 3799, loss_mpn: 0.084403, loss_rec: 0.088657, loss_semantic: 0.934290, loss_idmrf: 6.140675, loss_adv_gen: -103.759628, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:18:06,488 - INFO - [Train] step: 3899, loss_adv_disc: 5.840326, lr_disc: 0.000010
+2023-03-20 12:18:06,688 - INFO - [Train] step: 3899, loss_mpn: 0.188502, loss_rec: 0.117012, loss_semantic: 0.768749, loss_idmrf: 4.800817, loss_adv_gen: -122.867996, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:18:37,037 - INFO - [Train] step: 3999, loss_adv_disc: 2.437295, lr_disc: 0.000010
+2023-03-20 12:18:37,242 - INFO - [Train] step: 3999, loss_mpn: 0.108007, loss_rec: 0.103116, loss_semantic: 0.906376, loss_idmrf: 4.749047, loss_adv_gen: -114.479660, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:19:26,470 - INFO - [Eval] step: 3999, bce: 0.137772, psnr: 24.170376, ssim: 0.829119
+2023-03-20 12:20:01,168 - INFO - [Train] step: 4099, loss_adv_disc: -3.092215, lr_disc: 0.000010
+2023-03-20 12:20:01,368 - INFO - [Train] step: 4099, loss_mpn: 0.070092, loss_rec: 0.075878, loss_semantic: 0.753331, loss_idmrf: 4.915359, loss_adv_gen: -105.249001, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:20:30,935 - INFO - [Train] step: 4199, loss_adv_disc: -8.098754, lr_disc: 0.000010
+2023-03-20 12:20:31,134 - INFO - [Train] step: 4199, loss_mpn: 0.075268, loss_rec: 0.112675, loss_semantic: 0.980121, loss_idmrf: 6.117057, loss_adv_gen: -112.924828, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:21:00,855 - INFO - [Train] step: 4299, loss_adv_disc: 1.820568, lr_disc: 0.000010
+2023-03-20 12:21:01,055 - INFO - [Train] step: 4299, loss_mpn: 0.042882, loss_rec: 0.048150, loss_semantic: 0.689305, loss_idmrf: 3.247569, loss_adv_gen: -129.326172, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:21:31,082 - INFO - [Train] step: 4399, loss_adv_disc: -0.500899, lr_disc: 0.000010
+2023-03-20 12:21:31,282 - INFO - [Train] step: 4399, loss_mpn: 0.053368, loss_rec: 0.084262, loss_semantic: 0.917962, loss_idmrf: 4.898369, loss_adv_gen: -121.789055, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:22:01,170 - INFO - [Train] step: 4499, loss_adv_disc: -5.489133, lr_disc: 0.000010
+2023-03-20 12:22:01,376 - INFO - [Train] step: 4499, loss_mpn: 0.032133, loss_rec: 0.088625, loss_semantic: 0.766649, loss_idmrf: 5.052724, loss_adv_gen: -87.821533, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:22:31,005 - INFO - [Train] step: 4599, loss_adv_disc: 3.706974, lr_disc: 0.000010
+2023-03-20 12:22:31,200 - INFO - [Train] step: 4599, loss_mpn: 0.097516, loss_rec: 0.113911, loss_semantic: 0.925615, loss_idmrf: 5.948856, loss_adv_gen: -138.106506, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:23:00,967 - INFO - [Train] step: 4699, loss_adv_disc: 0.469024, lr_disc: 0.000010
+2023-03-20 12:23:01,167 - INFO - [Train] step: 4699, loss_mpn: 0.045030, loss_rec: 0.045254, loss_semantic: 0.681882, loss_idmrf: 2.975682, loss_adv_gen: -112.058090, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:23:31,260 - INFO - [Train] step: 4799, loss_adv_disc: -2.949385, lr_disc: 0.000010
+2023-03-20 12:23:31,462 - INFO - [Train] step: 4799, loss_mpn: 0.042323, loss_rec: 0.074167, loss_semantic: 0.766742, loss_idmrf: 3.957856, loss_adv_gen: -99.505112, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:24:02,067 - INFO - [Train] step: 4899, loss_adv_disc: 1.312752, lr_disc: 0.000010
+2023-03-20 12:24:02,266 - INFO - [Train] step: 4899, loss_mpn: 0.050615, loss_rec: 0.052333, loss_semantic: 0.645491, loss_idmrf: 4.120600, loss_adv_gen: -161.038223, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:24:32,783 - INFO - [Train] step: 4999, loss_adv_disc: -0.761361, lr_disc: 0.000010
+2023-03-20 12:24:32,984 - INFO - [Train] step: 4999, loss_mpn: 0.048711, loss_rec: 0.066869, loss_semantic: 0.823744, loss_idmrf: 4.412558, loss_adv_gen: -118.207451, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:25:23,097 - INFO - [Eval] step: 4999, bce: 0.138192, psnr: 24.193224, ssim: 0.829150
+2023-03-20 12:25:58,012 - INFO - [Train] step: 5099, loss_adv_disc: -0.413172, lr_disc: 0.000010
+2023-03-20 12:25:58,212 - INFO - [Train] step: 5099, loss_mpn: 0.035043, loss_rec: 0.063758, loss_semantic: 0.843679, loss_idmrf: 4.888781, loss_adv_gen: -128.189987, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:26:27,714 - INFO - [Train] step: 5199, loss_adv_disc: 1.231283, lr_disc: 0.000010
+2023-03-20 12:26:27,913 - INFO - [Train] step: 5199, loss_mpn: 0.056638, loss_rec: 0.054177, loss_semantic: 0.720836, loss_idmrf: 3.357104, loss_adv_gen: -125.086121, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:26:57,302 - INFO - [Train] step: 5299, loss_adv_disc: -7.638540, lr_disc: 0.000010
+2023-03-20 12:26:57,509 - INFO - [Train] step: 5299, loss_mpn: 0.019422, loss_rec: 0.067136, loss_semantic: 0.839340, loss_idmrf: 5.168588, loss_adv_gen: -102.799812, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:27:27,584 - INFO - [Train] step: 5399, loss_adv_disc: -2.134661, lr_disc: 0.000010
+2023-03-20 12:27:27,781 - INFO - [Train] step: 5399, loss_mpn: 0.108047, loss_rec: 0.117966, loss_semantic: 0.958499, loss_idmrf: 5.318864, loss_adv_gen: -154.204666, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:27:57,349 - INFO - [Train] step: 5499, loss_adv_disc: 0.792084, lr_disc: 0.000010
+2023-03-20 12:27:57,558 - INFO - [Train] step: 5499, loss_mpn: 0.036165, loss_rec: 0.028198, loss_semantic: 0.518951, loss_idmrf: 3.843987, loss_adv_gen: -110.828720, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:28:27,391 - INFO - [Train] step: 5599, loss_adv_disc: 0.596997, lr_disc: 0.000010
+2023-03-20 12:28:27,591 - INFO - [Train] step: 5599, loss_mpn: 0.036988, loss_rec: 0.053855, loss_semantic: 0.694390, loss_idmrf: 3.899130, loss_adv_gen: -106.634354, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:28:58,069 - INFO - [Train] step: 5699, loss_adv_disc: -0.079260, lr_disc: 0.000010
+2023-03-20 12:28:58,270 - INFO - [Train] step: 5699, loss_mpn: 0.035230, loss_rec: 0.059203, loss_semantic: 0.717525, loss_idmrf: 2.945498, loss_adv_gen: -138.262482, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:29:28,149 - INFO - [Train] step: 5799, loss_adv_disc: -10.839453, lr_disc: 0.000010
+2023-03-20 12:29:28,353 - INFO - [Train] step: 5799, loss_mpn: 0.036896, loss_rec: 0.101055, loss_semantic: 0.957046, loss_idmrf: 5.850548, loss_adv_gen: -101.339355, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:29:58,508 - INFO - [Train] step: 5899, loss_adv_disc: -0.783690, lr_disc: 0.000010
+2023-03-20 12:29:58,714 - INFO - [Train] step: 5899, loss_mpn: 0.030841, loss_rec: 0.044954, loss_semantic: 0.587070, loss_idmrf: 3.328387, loss_adv_gen: -140.152161, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:30:29,583 - INFO - [Train] step: 5999, loss_adv_disc: -1.506591, lr_disc: 0.000010
+2023-03-20 12:30:29,783 - INFO - [Train] step: 5999, loss_mpn: 0.041360, loss_rec: 0.056216, loss_semantic: 0.773254, loss_idmrf: 3.284342, loss_adv_gen: -132.275146, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:31:23,231 - INFO - [Eval] step: 5999, bce: 0.138169, psnr: 24.194773, ssim: 0.826287
+2023-03-20 12:31:57,677 - INFO - [Train] step: 6099, loss_adv_disc: -4.229569, lr_disc: 0.000010
+2023-03-20 12:31:57,875 - INFO - [Train] step: 6099, loss_mpn: 0.063810, loss_rec: 0.102881, loss_semantic: 1.025810, loss_idmrf: 6.192345, loss_adv_gen: -100.552383, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:32:27,642 - INFO - [Train] step: 6199, loss_adv_disc: -1.709961, lr_disc: 0.000010
+2023-03-20 12:32:27,839 - INFO - [Train] step: 6199, loss_mpn: 0.052966, loss_rec: 0.077585, loss_semantic: 0.776578, loss_idmrf: 5.208476, loss_adv_gen: -121.856232, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:32:57,918 - INFO - [Train] step: 6299, loss_adv_disc: 0.259981, lr_disc: 0.000010
+2023-03-20 12:32:58,118 - INFO - [Train] step: 6299, loss_mpn: 0.029267, loss_rec: 0.040338, loss_semantic: 0.553167, loss_idmrf: 1.942034, loss_adv_gen: -121.743958, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:33:27,942 - INFO - [Train] step: 6399, loss_adv_disc: 0.756478, lr_disc: 0.000010
+2023-03-20 12:33:28,159 - INFO - [Train] step: 6399, loss_mpn: 0.067000, loss_rec: 0.078709, loss_semantic: 0.908954, loss_idmrf: 4.858590, loss_adv_gen: -150.232422, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:33:58,129 - INFO - [Train] step: 6499, loss_adv_disc: 1.923192, lr_disc: 0.000010
+2023-03-20 12:33:58,326 - INFO - [Train] step: 6499, loss_mpn: 0.018356, loss_rec: 0.061611, loss_semantic: 0.746438, loss_idmrf: 5.142097, loss_adv_gen: -129.249313, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:34:27,995 - INFO - [Train] step: 6599, loss_adv_disc: -1.194983, lr_disc: 0.000010
+2023-03-20 12:34:28,195 - INFO - [Train] step: 6599, loss_mpn: 0.030510, loss_rec: 0.052899, loss_semantic: 0.731890, loss_idmrf: 3.563891, loss_adv_gen: -130.918365, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:34:58,115 - INFO - [Train] step: 6699, loss_adv_disc: -2.239664, lr_disc: 0.000010
+2023-03-20 12:34:58,318 - INFO - [Train] step: 6699, loss_mpn: 0.017572, loss_rec: 0.055131, loss_semantic: 0.677279, loss_idmrf: 4.015393, loss_adv_gen: -126.925873, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:35:28,063 - INFO - [Train] step: 6799, loss_adv_disc: -0.463229, lr_disc: 0.000010
+2023-03-20 12:35:28,267 - INFO - [Train] step: 6799, loss_mpn: 0.020949, loss_rec: 0.043789, loss_semantic: 0.618201, loss_idmrf: 2.814785, loss_adv_gen: -112.322006, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:35:58,316 - INFO - [Train] step: 6899, loss_adv_disc: -0.008996, lr_disc: 0.000010
+2023-03-20 12:35:58,514 - INFO - [Train] step: 6899, loss_mpn: 0.076541, loss_rec: 0.051561, loss_semantic: 0.552991, loss_idmrf: 3.297186, loss_adv_gen: -119.992393, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:36:28,714 - INFO - [Train] step: 6999, loss_adv_disc: -3.598291, lr_disc: 0.000010
+2023-03-20 12:36:28,914 - INFO - [Train] step: 6999, loss_mpn: 0.020023, loss_rec: 0.100124, loss_semantic: 1.134463, loss_idmrf: 6.910495, loss_adv_gen: -141.043579, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:37:25,249 - INFO - [Eval] step: 6999, bce: 0.139307, psnr: 24.183254, ssim: 0.828042
+2023-03-20 12:37:59,580 - INFO - [Train] step: 7099, loss_adv_disc: -4.469276, lr_disc: 0.000010
+2023-03-20 12:37:59,781 - INFO - [Train] step: 7099, loss_mpn: 0.021671, loss_rec: 0.055843, loss_semantic: 0.724569, loss_idmrf: 3.283165, loss_adv_gen: -115.864967, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:38:30,159 - INFO - [Train] step: 7199, loss_adv_disc: -3.736181, lr_disc: 0.000010
+2023-03-20 12:38:30,359 - INFO - [Train] step: 7199, loss_mpn: 0.161778, loss_rec: 0.097047, loss_semantic: 0.935440, loss_idmrf: 5.340371, loss_adv_gen: -142.176025, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:39:00,088 - INFO - [Train] step: 7299, loss_adv_disc: -6.396689, lr_disc: 0.000010
+2023-03-20 12:39:00,289 - INFO - [Train] step: 7299, loss_mpn: 0.040313, loss_rec: 0.079803, loss_semantic: 0.797932, loss_idmrf: 5.725813, loss_adv_gen: -125.119804, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:39:29,886 - INFO - [Train] step: 7399, loss_adv_disc: -6.236271, lr_disc: 0.000010
+2023-03-20 12:39:30,086 - INFO - [Train] step: 7399, loss_mpn: 0.059080, loss_rec: 0.077942, loss_semantic: 0.857122, loss_idmrf: 5.364853, loss_adv_gen: -182.085312, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:39:59,972 - INFO - [Train] step: 7499, loss_adv_disc: -0.017694, lr_disc: 0.000010
+2023-03-20 12:40:00,173 - INFO - [Train] step: 7499, loss_mpn: 0.047243, loss_rec: 0.074672, loss_semantic: 0.814241, loss_idmrf: 4.669602, loss_adv_gen: -125.737106, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:40:29,615 - INFO - [Train] step: 7599, loss_adv_disc: 0.341443, lr_disc: 0.000010
+2023-03-20 12:40:29,814 - INFO - [Train] step: 7599, loss_mpn: 0.086955, loss_rec: 0.065979, loss_semantic: 0.762908, loss_idmrf: 4.464860, loss_adv_gen: -131.359756, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:40:59,368 - INFO - [Train] step: 7699, loss_adv_disc: 0.390886, lr_disc: 0.000010
+2023-03-20 12:40:59,565 - INFO - [Train] step: 7699, loss_mpn: 0.013497, loss_rec: 0.033939, loss_semantic: 0.536802, loss_idmrf: 1.433996, loss_adv_gen: -133.851074, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:41:29,739 - INFO - [Train] step: 7799, loss_adv_disc: -1.173227, lr_disc: 0.000010
+2023-03-20 12:41:29,938 - INFO - [Train] step: 7799, loss_mpn: 0.040354, loss_rec: 0.043110, loss_semantic: 0.550797, loss_idmrf: 2.325566, loss_adv_gen: -134.191803, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:41:59,583 - INFO - [Train] step: 7899, loss_adv_disc: -7.631467, lr_disc: 0.000010
+2023-03-20 12:41:59,786 - INFO - [Train] step: 7899, loss_mpn: 0.025466, loss_rec: 0.061347, loss_semantic: 0.721468, loss_idmrf: 4.154043, loss_adv_gen: -136.029480, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:42:29,709 - INFO - [Train] step: 7999, loss_adv_disc: 1.184700, lr_disc: 0.000010
+2023-03-20 12:42:29,907 - INFO - [Train] step: 7999, loss_mpn: 0.034669, loss_rec: 0.041087, loss_semantic: 0.581594, loss_idmrf: 2.834506, loss_adv_gen: -163.453217, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:43:25,575 - INFO - [Eval] step: 7999, bce: 0.137964, psnr: 24.055429, ssim: 0.824130
+2023-03-20 12:44:00,818 - INFO - [Train] step: 8099, loss_adv_disc: -4.169680, lr_disc: 0.000010
+2023-03-20 12:44:01,012 - INFO - [Train] step: 8099, loss_mpn: 0.025934, loss_rec: 0.065307, loss_semantic: 0.734836, loss_idmrf: 3.289346, loss_adv_gen: -147.206604, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:44:30,630 - INFO - [Train] step: 8199, loss_adv_disc: 4.920084, lr_disc: 0.000010
+2023-03-20 12:44:30,834 - INFO - [Train] step: 8199, loss_mpn: 0.090111, loss_rec: 0.080579, loss_semantic: 0.810985, loss_idmrf: 4.305569, loss_adv_gen: -154.302399, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:45:00,611 - INFO - [Train] step: 8299, loss_adv_disc: 1.344737, lr_disc: 0.000010
+2023-03-20 12:45:00,811 - INFO - [Train] step: 8299, loss_mpn: 0.016027, loss_rec: 0.024199, loss_semantic: 0.396143, loss_idmrf: 0.877008, loss_adv_gen: -134.590210, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:45:30,789 - INFO - [Train] step: 8399, loss_adv_disc: -0.204807, lr_disc: 0.000010
+2023-03-20 12:45:30,991 - INFO - [Train] step: 8399, loss_mpn: 0.018904, loss_rec: 0.049372, loss_semantic: 0.624988, loss_idmrf: 2.435237, loss_adv_gen: -138.314087, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:46:00,807 - INFO - [Train] step: 8499, loss_adv_disc: 4.308064, lr_disc: 0.000010
+2023-03-20 12:46:01,010 - INFO - [Train] step: 8499, loss_mpn: 0.028400, loss_rec: 0.052745, loss_semantic: 0.645132, loss_idmrf: 2.454340, loss_adv_gen: -161.446442, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:46:30,727 - INFO - [Train] step: 8599, loss_adv_disc: 5.277380, lr_disc: 0.000010
+2023-03-20 12:46:30,926 - INFO - [Train] step: 8599, loss_mpn: 0.377416, loss_rec: 0.248334, loss_semantic: 0.952592, loss_idmrf: 6.648235, loss_adv_gen: -118.875008, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:47:00,588 - INFO - [Train] step: 8699, loss_adv_disc: -0.118454, lr_disc: 0.000010
+2023-03-20 12:47:00,788 - INFO - [Train] step: 8699, loss_mpn: 0.151250, loss_rec: 0.139151, loss_semantic: 1.168689, loss_idmrf: 8.012100, loss_adv_gen: -139.839890, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:47:30,744 - INFO - [Train] step: 8799, loss_adv_disc: -3.023984, lr_disc: 0.000010
+2023-03-20 12:47:30,945 - INFO - [Train] step: 8799, loss_mpn: 0.130017, loss_rec: 0.113402, loss_semantic: 0.966028, loss_idmrf: 5.332528, loss_adv_gen: -132.101654, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:48:00,594 - INFO - [Train] step: 8899, loss_adv_disc: -3.714181, lr_disc: 0.000010
+2023-03-20 12:48:00,793 - INFO - [Train] step: 8899, loss_mpn: 0.121787, loss_rec: 0.094269, loss_semantic: 0.922828, loss_idmrf: 6.158444, loss_adv_gen: -141.767029, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:48:30,867 - INFO - [Train] step: 8999, loss_adv_disc: -4.420640, lr_disc: 0.000010
+2023-03-20 12:48:31,065 - INFO - [Train] step: 8999, loss_mpn: 0.049103, loss_rec: 0.048591, loss_semantic: 0.703561, loss_idmrf: 4.030594, loss_adv_gen: -119.959930, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:49:22,265 - INFO - [Eval] step: 8999, bce: 0.137598, psnr: 24.249235, ssim: 0.827597
+2023-03-20 12:49:57,666 - INFO - [Train] step: 9099, loss_adv_disc: -0.517452, lr_disc: 0.000010
+2023-03-20 12:49:57,879 - INFO - [Train] step: 9099, loss_mpn: 0.052903, loss_rec: 0.087136, loss_semantic: 0.863800, loss_idmrf: 6.442307, loss_adv_gen: -157.350540, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:50:28,257 - INFO - [Train] step: 9199, loss_adv_disc: 1.489337, lr_disc: 0.000010
+2023-03-20 12:50:28,455 - INFO - [Train] step: 9199, loss_mpn: 0.020700, loss_rec: 0.038737, loss_semantic: 0.514417, loss_idmrf: 2.825752, loss_adv_gen: -125.663055, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:50:58,312 - INFO - [Train] step: 9299, loss_adv_disc: -0.221885, lr_disc: 0.000010
+2023-03-20 12:50:58,515 - INFO - [Train] step: 9299, loss_mpn: 0.013680, loss_rec: 0.073867, loss_semantic: 0.803786, loss_idmrf: 4.793736, loss_adv_gen: -105.480637, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:51:28,508 - INFO - [Train] step: 9399, loss_adv_disc: 0.728131, lr_disc: 0.000010
+2023-03-20 12:51:28,708 - INFO - [Train] step: 9399, loss_mpn: 0.020417, loss_rec: 0.031703, loss_semantic: 0.527445, loss_idmrf: 1.537109, loss_adv_gen: -128.348938, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:51:58,408 - INFO - [Train] step: 9499, loss_adv_disc: -8.262795, lr_disc: 0.000010
+2023-03-20 12:51:58,609 - INFO - [Train] step: 9499, loss_mpn: 0.120567, loss_rec: 0.101453, loss_semantic: 0.946912, loss_idmrf: 5.462368, loss_adv_gen: -133.861130, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:52:28,516 - INFO - [Train] step: 9599, loss_adv_disc: -6.454658, lr_disc: 0.000010
+2023-03-20 12:52:28,715 - INFO - [Train] step: 9599, loss_mpn: 0.013963, loss_rec: 0.076431, loss_semantic: 0.710792, loss_idmrf: 4.332376, loss_adv_gen: -147.140015, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:52:58,613 - INFO - [Train] step: 9699, loss_adv_disc: 2.318004, lr_disc: 0.000010
+2023-03-20 12:52:58,822 - INFO - [Train] step: 9699, loss_mpn: 0.053239, loss_rec: 0.063165, loss_semantic: 0.757768, loss_idmrf: 3.437821, loss_adv_gen: -171.548569, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:53:28,937 - INFO - [Train] step: 9799, loss_adv_disc: 3.309561, lr_disc: 0.000010
+2023-03-20 12:53:29,137 - INFO - [Train] step: 9799, loss_mpn: 0.097077, loss_rec: 0.088874, loss_semantic: 0.919493, loss_idmrf: 6.009711, loss_adv_gen: -164.811630, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:53:59,529 - INFO - [Train] step: 9899, loss_adv_disc: -9.911011, lr_disc: 0.000010
+2023-03-20 12:53:59,729 - INFO - [Train] step: 9899, loss_mpn: 0.031792, loss_rec: 0.102186, loss_semantic: 0.892938, loss_idmrf: 5.997618, loss_adv_gen: -137.650940, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:54:29,495 - INFO - [Train] step: 9999, loss_adv_disc: -0.717387, lr_disc: 0.000010
+2023-03-20 12:54:29,699 - INFO - [Train] step: 9999, loss_mpn: 0.047498, loss_rec: 0.071622, loss_semantic: 0.850536, loss_idmrf: 6.207948, loss_adv_gen: -141.396271, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:55:19,747 - INFO - [Eval] step: 9999, bce: 0.138567, psnr: 24.247784, ssim: 0.827921
+2023-03-20 12:55:55,198 - INFO - [Train] step: 10099, loss_adv_disc: 1.062785, lr_disc: 0.000010
+2023-03-20 12:55:55,399 - INFO - [Train] step: 10099, loss_mpn: 0.075264, loss_rec: 0.043170, loss_semantic: 0.655257, loss_idmrf: 3.218060, loss_adv_gen: -148.257889, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:56:26,149 - INFO - [Train] step: 10199, loss_adv_disc: -3.380946, lr_disc: 0.000010
+2023-03-20 12:56:26,351 - INFO - [Train] step: 10199, loss_mpn: 0.023151, loss_rec: 0.079426, loss_semantic: 0.878330, loss_idmrf: 5.460982, loss_adv_gen: -160.597321, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:56:56,582 - INFO - [Train] step: 10299, loss_adv_disc: -2.958380, lr_disc: 0.000010
+2023-03-20 12:56:56,785 - INFO - [Train] step: 10299, loss_mpn: 0.100963, loss_rec: 0.083499, loss_semantic: 0.823182, loss_idmrf: 6.564661, loss_adv_gen: -117.990814, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:57:26,807 - INFO - [Train] step: 10399, loss_adv_disc: -7.311517, lr_disc: 0.000010
+2023-03-20 12:57:27,005 - INFO - [Train] step: 10399, loss_mpn: 0.060934, loss_rec: 0.105731, loss_semantic: 0.863452, loss_idmrf: 4.666309, loss_adv_gen: -152.065781, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:57:56,782 - INFO - [Train] step: 10499, loss_adv_disc: -1.992285, lr_disc: 0.000010
+2023-03-20 12:57:56,985 - INFO - [Train] step: 10499, loss_mpn: 0.016712, loss_rec: 0.038382, loss_semantic: 0.553799, loss_idmrf: 2.302701, loss_adv_gen: -152.785294, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:58:26,920 - INFO - [Train] step: 10599, loss_adv_disc: -7.082118, lr_disc: 0.000010
+2023-03-20 12:58:27,120 - INFO - [Train] step: 10599, loss_mpn: 0.065666, loss_rec: 0.076268, loss_semantic: 0.978052, loss_idmrf: 5.149192, loss_adv_gen: -171.406433, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:58:56,697 - INFO - [Train] step: 10699, loss_adv_disc: 2.101370, lr_disc: 0.000010
+2023-03-20 12:58:56,899 - INFO - [Train] step: 10699, loss_mpn: 0.019058, loss_rec: 0.040731, loss_semantic: 0.649575, loss_idmrf: 3.046089, loss_adv_gen: -153.176788, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:59:26,776 - INFO - [Train] step: 10799, loss_adv_disc: 0.502005, lr_disc: 0.000010
+2023-03-20 12:59:26,978 - INFO - [Train] step: 10799, loss_mpn: 0.060253, loss_rec: 0.065140, loss_semantic: 0.761240, loss_idmrf: 5.677554, loss_adv_gen: -126.175148, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 12:59:56,941 - INFO - [Train] step: 10899, loss_adv_disc: -0.017788, lr_disc: 0.000010
+2023-03-20 12:59:57,151 - INFO - [Train] step: 10899, loss_mpn: 0.022729, loss_rec: 0.044917, loss_semantic: 0.596285, loss_idmrf: 4.443778, loss_adv_gen: -133.531555, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:00:26,773 - INFO - [Train] step: 10999, loss_adv_disc: 5.499762, lr_disc: 0.000010
+2023-03-20 13:00:26,971 - INFO - [Train] step: 10999, loss_mpn: 0.121487, loss_rec: 0.130237, loss_semantic: 1.097381, loss_idmrf: 6.422182, loss_adv_gen: -160.999924, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:01:16,635 - INFO - [Eval] step: 10999, bce: 0.134166, psnr: 24.199627, ssim: 0.826438
+2023-03-20 13:01:51,170 - INFO - [Train] step: 11099, loss_adv_disc: -0.293554, lr_disc: 0.000010
+2023-03-20 13:01:51,374 - INFO - [Train] step: 11099, loss_mpn: 0.039508, loss_rec: 0.071564, loss_semantic: 0.877385, loss_idmrf: 3.793185, loss_adv_gen: -155.547653, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:02:21,788 - INFO - [Train] step: 11199, loss_adv_disc: -8.742909, lr_disc: 0.000010
+2023-03-20 13:02:21,996 - INFO - [Train] step: 11199, loss_mpn: 0.061882, loss_rec: 0.123380, loss_semantic: 1.053381, loss_idmrf: 5.147650, loss_adv_gen: -202.495209, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:02:52,652 - INFO - [Train] step: 11299, loss_adv_disc: -3.077117, lr_disc: 0.000010
+2023-03-20 13:02:52,850 - INFO - [Train] step: 11299, loss_mpn: 0.013842, loss_rec: 0.063523, loss_semantic: 0.754130, loss_idmrf: 4.287706, loss_adv_gen: -153.088882, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:03:22,844 - INFO - [Train] step: 11399, loss_adv_disc: -7.804514, lr_disc: 0.000010
+2023-03-20 13:03:23,046 - INFO - [Train] step: 11399, loss_mpn: 0.016726, loss_rec: 0.068957, loss_semantic: 0.673541, loss_idmrf: 3.874486, loss_adv_gen: -153.590912, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:03:52,992 - INFO - [Train] step: 11499, loss_adv_disc: -1.212200, lr_disc: 0.000010
+2023-03-20 13:03:53,194 - INFO - [Train] step: 11499, loss_mpn: 0.039613, loss_rec: 0.044748, loss_semantic: 0.675593, loss_idmrf: 3.640907, loss_adv_gen: -138.684677, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:04:23,217 - INFO - [Train] step: 11599, loss_adv_disc: -3.290026, lr_disc: 0.000010
+2023-03-20 13:04:23,421 - INFO - [Train] step: 11599, loss_mpn: 0.032716, loss_rec: 0.071193, loss_semantic: 0.749141, loss_idmrf: 4.040818, loss_adv_gen: -181.743713, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:04:53,505 - INFO - [Train] step: 11699, loss_adv_disc: 0.979001, lr_disc: 0.000010
+2023-03-20 13:04:53,706 - INFO - [Train] step: 11699, loss_mpn: 0.044717, loss_rec: 0.054058, loss_semantic: 0.729079, loss_idmrf: 2.910277, loss_adv_gen: -131.977509, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:05:23,443 - INFO - [Train] step: 11799, loss_adv_disc: -10.452676, lr_disc: 0.000010
+2023-03-20 13:05:23,641 - INFO - [Train] step: 11799, loss_mpn: 0.058645, loss_rec: 0.148286, loss_semantic: 1.245682, loss_idmrf: 7.078366, loss_adv_gen: -178.258835, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:05:53,276 - INFO - [Train] step: 11899, loss_adv_disc: 1.934714, lr_disc: 0.000010
+2023-03-20 13:05:53,479 - INFO - [Train] step: 11899, loss_mpn: 0.043118, loss_rec: 0.036395, loss_semantic: 0.464220, loss_idmrf: 2.322839, loss_adv_gen: -145.712250, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:06:23,885 - INFO - [Train] step: 11999, loss_adv_disc: -13.018790, lr_disc: 0.000010
+2023-03-20 13:06:24,081 - INFO - [Train] step: 11999, loss_mpn: 0.066770, loss_rec: 0.091416, loss_semantic: 0.959939, loss_idmrf: 6.692510, loss_adv_gen: -150.550537, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:07:13,702 - INFO - [Eval] step: 11999, bce: 0.138550, psnr: 24.202702, ssim: 0.824983
+2023-03-20 13:07:48,462 - INFO - [Train] step: 12099, loss_adv_disc: 1.302176, lr_disc: 0.000010
+2023-03-20 13:07:48,660 - INFO - [Train] step: 12099, loss_mpn: 0.015806, loss_rec: 0.066973, loss_semantic: 0.788900, loss_idmrf: 4.377551, loss_adv_gen: -128.146149, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:08:18,761 - INFO - [Train] step: 12199, loss_adv_disc: 0.144152, lr_disc: 0.000010
+2023-03-20 13:08:18,968 - INFO - [Train] step: 12199, loss_mpn: 0.018717, loss_rec: 0.056393, loss_semantic: 0.638215, loss_idmrf: 3.789894, loss_adv_gen: -129.617722, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:08:49,833 - INFO - [Train] step: 12299, loss_adv_disc: -3.704883, lr_disc: 0.000010
+2023-03-20 13:08:50,035 - INFO - [Train] step: 12299, loss_mpn: 0.074784, loss_rec: 0.102541, loss_semantic: 0.985115, loss_idmrf: 6.813977, loss_adv_gen: -121.052734, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:09:20,728 - INFO - [Train] step: 12399, loss_adv_disc: -1.332174, lr_disc: 0.000010
+2023-03-20 13:09:20,929 - INFO - [Train] step: 12399, loss_mpn: 0.039960, loss_rec: 0.058721, loss_semantic: 0.729685, loss_idmrf: 4.749826, loss_adv_gen: -136.887573, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:09:51,032 - INFO - [Train] step: 12499, loss_adv_disc: -4.343041, lr_disc: 0.000010
+2023-03-20 13:09:51,228 - INFO - [Train] step: 12499, loss_mpn: 0.065065, loss_rec: 0.114620, loss_semantic: 1.020766, loss_idmrf: 6.634852, loss_adv_gen: -146.105438, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:10:20,880 - INFO - [Train] step: 12599, loss_adv_disc: -2.184829, lr_disc: 0.000010
+2023-03-20 13:10:21,078 - INFO - [Train] step: 12599, loss_mpn: 0.025295, loss_rec: 0.075336, loss_semantic: 0.941375, loss_idmrf: 5.432631, loss_adv_gen: -122.032547, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:10:51,001 - INFO - [Train] step: 12699, loss_adv_disc: -0.143775, lr_disc: 0.000010
+2023-03-20 13:10:51,206 - INFO - [Train] step: 12699, loss_mpn: 0.031789, loss_rec: 0.042646, loss_semantic: 0.617768, loss_idmrf: 3.018580, loss_adv_gen: -159.101379, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:11:21,208 - INFO - [Train] step: 12799, loss_adv_disc: 1.886379, lr_disc: 0.000010
+2023-03-20 13:11:21,406 - INFO - [Train] step: 12799, loss_mpn: 0.020273, loss_rec: 0.034701, loss_semantic: 0.585339, loss_idmrf: 2.666523, loss_adv_gen: -155.267105, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:11:50,919 - INFO - [Train] step: 12899, loss_adv_disc: 2.279255, lr_disc: 0.000010
+2023-03-20 13:11:51,120 - INFO - [Train] step: 12899, loss_mpn: 0.031813, loss_rec: 0.037414, loss_semantic: 0.610223, loss_idmrf: 3.008942, loss_adv_gen: -136.684113, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:12:20,821 - INFO - [Train] step: 12999, loss_adv_disc: 1.241383, lr_disc: 0.000010
+2023-03-20 13:12:21,024 - INFO - [Train] step: 12999, loss_mpn: 0.008676, loss_rec: 0.044032, loss_semantic: 0.594787, loss_idmrf: 2.387249, loss_adv_gen: -171.514709, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:13:10,621 - INFO - [Eval] step: 12999, bce: 0.138142, psnr: 24.197283, ssim: 0.825246
+2023-03-20 13:13:45,322 - INFO - [Train] step: 13099, loss_adv_disc: 2.307959, lr_disc: 0.000010
+2023-03-20 13:13:45,523 - INFO - [Train] step: 13099, loss_mpn: 0.025732, loss_rec: 0.044186, loss_semantic: 0.649143, loss_idmrf: 2.310101, loss_adv_gen: -175.353287, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:14:15,584 - INFO - [Train] step: 13199, loss_adv_disc: -6.787200, lr_disc: 0.000010
+2023-03-20 13:14:15,783 - INFO - [Train] step: 13199, loss_mpn: 0.077769, loss_rec: 0.115173, loss_semantic: 1.019431, loss_idmrf: 6.148400, loss_adv_gen: -164.796722, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:14:45,691 - INFO - [Train] step: 13299, loss_adv_disc: -5.303403, lr_disc: 0.000010
+2023-03-20 13:14:45,894 - INFO - [Train] step: 13299, loss_mpn: 0.018884, loss_rec: 0.060309, loss_semantic: 0.636417, loss_idmrf: 3.949119, loss_adv_gen: -115.716583, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:15:17,160 - INFO - [Train] step: 13399, loss_adv_disc: 2.631973, lr_disc: 0.000010
+2023-03-20 13:15:17,361 - INFO - [Train] step: 13399, loss_mpn: 0.096538, loss_rec: 0.165114, loss_semantic: 0.904101, loss_idmrf: 4.939692, loss_adv_gen: -158.712738, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:15:48,068 - INFO - [Train] step: 13499, loss_adv_disc: -2.471527, lr_disc: 0.000010
+2023-03-20 13:15:48,271 - INFO - [Train] step: 13499, loss_mpn: 0.008797, loss_rec: 0.087945, loss_semantic: 0.880360, loss_idmrf: 3.832492, loss_adv_gen: -186.846542, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:16:18,341 - INFO - [Train] step: 13599, loss_adv_disc: -2.906945, lr_disc: 0.000010
+2023-03-20 13:16:18,539 - INFO - [Train] step: 13599, loss_mpn: 0.010817, loss_rec: 0.081166, loss_semantic: 0.847411, loss_idmrf: 3.946325, loss_adv_gen: -170.128632, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:16:48,351 - INFO - [Train] step: 13699, loss_adv_disc: 1.907280, lr_disc: 0.000010
+2023-03-20 13:16:48,551 - INFO - [Train] step: 13699, loss_mpn: 0.022424, loss_rec: 0.040782, loss_semantic: 0.585207, loss_idmrf: 3.204335, loss_adv_gen: -154.866364, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:17:18,475 - INFO - [Train] step: 13799, loss_adv_disc: -8.410152, lr_disc: 0.000010
+2023-03-20 13:17:18,680 - INFO - [Train] step: 13799, loss_mpn: 0.018745, loss_rec: 0.079191, loss_semantic: 0.776228, loss_idmrf: 4.994748, loss_adv_gen: -138.428680, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:17:48,658 - INFO - [Train] step: 13899, loss_adv_disc: -3.828250, lr_disc: 0.000010
+2023-03-20 13:17:48,857 - INFO - [Train] step: 13899, loss_mpn: 0.028560, loss_rec: 0.060498, loss_semantic: 0.731641, loss_idmrf: 3.685354, loss_adv_gen: -185.755676, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:18:19,022 - INFO - [Train] step: 13999, loss_adv_disc: 3.773109, lr_disc: 0.000010
+2023-03-20 13:18:19,229 - INFO - [Train] step: 13999, loss_mpn: 0.270492, loss_rec: 0.146858, loss_semantic: 1.150928, loss_idmrf: 6.438123, loss_adv_gen: -172.574829, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:19:08,626 - INFO - [Eval] step: 13999, bce: 0.136831, psnr: 24.254589, ssim: 0.826226
+2023-03-20 13:19:43,423 - INFO - [Train] step: 14099, loss_adv_disc: -1.854612, lr_disc: 0.000010
+2023-03-20 13:19:43,631 - INFO - [Train] step: 14099, loss_mpn: 0.027469, loss_rec: 0.051154, loss_semantic: 0.698738, loss_idmrf: 3.112689, loss_adv_gen: -162.448486, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:20:13,377 - INFO - [Train] step: 14199, loss_adv_disc: -5.392584, lr_disc: 0.000010
+2023-03-20 13:20:13,576 - INFO - [Train] step: 14199, loss_mpn: 0.050187, loss_rec: 0.117226, loss_semantic: 1.123025, loss_idmrf: 7.702658, loss_adv_gen: -152.067841, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:20:43,845 - INFO - [Train] step: 14299, loss_adv_disc: -2.055040, lr_disc: 0.000010
+2023-03-20 13:20:44,043 - INFO - [Train] step: 14299, loss_mpn: 0.023252, loss_rec: 0.057451, loss_semantic: 0.751585, loss_idmrf: 3.802098, loss_adv_gen: -182.655350, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:21:14,355 - INFO - [Train] step: 14399, loss_adv_disc: 2.588059, lr_disc: 0.000010
+2023-03-20 13:21:14,566 - INFO - [Train] step: 14399, loss_mpn: 0.028303, loss_rec: 0.043893, loss_semantic: 0.594788, loss_idmrf: 2.525007, loss_adv_gen: -148.359970, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:21:45,386 - INFO - [Train] step: 14499, loss_adv_disc: 2.329367, lr_disc: 0.000010
+2023-03-20 13:21:45,584 - INFO - [Train] step: 14499, loss_mpn: 0.023042, loss_rec: 0.029154, loss_semantic: 0.430912, loss_idmrf: 2.557048, loss_adv_gen: -162.759796, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:22:15,891 - INFO - [Train] step: 14599, loss_adv_disc: -2.435849, lr_disc: 0.000010
+2023-03-20 13:22:16,090 - INFO - [Train] step: 14599, loss_mpn: 0.018132, loss_rec: 0.074924, loss_semantic: 0.833029, loss_idmrf: 4.514909, loss_adv_gen: -139.278992, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:22:46,200 - INFO - [Train] step: 14699, loss_adv_disc: -0.255628, lr_disc: 0.000010
+2023-03-20 13:22:46,396 - INFO - [Train] step: 14699, loss_mpn: 0.071132, loss_rec: 0.060427, loss_semantic: 0.634388, loss_idmrf: 2.295014, loss_adv_gen: -155.578491, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:23:16,292 - INFO - [Train] step: 14799, loss_adv_disc: -5.474058, lr_disc: 0.000010
+2023-03-20 13:23:16,493 - INFO - [Train] step: 14799, loss_mpn: 0.053491, loss_rec: 0.087025, loss_semantic: 0.899569, loss_idmrf: 5.401166, loss_adv_gen: -171.214478, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:23:46,246 - INFO - [Train] step: 14899, loss_adv_disc: -11.864038, lr_disc: 0.000010
+2023-03-20 13:23:46,448 - INFO - [Train] step: 14899, loss_mpn: 0.028031, loss_rec: 0.080887, loss_semantic: 0.826915, loss_idmrf: 5.357371, loss_adv_gen: -160.539764, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:24:16,398 - INFO - [Train] step: 14999, loss_adv_disc: 1.839395, lr_disc: 0.000010
+2023-03-20 13:24:16,594 - INFO - [Train] step: 14999, loss_mpn: 0.039674, loss_rec: 0.065805, loss_semantic: 0.773549, loss_idmrf: 4.275985, loss_adv_gen: -157.084869, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:25:05,553 - INFO - [Eval] step: 14999, bce: 0.139696, psnr: 24.315090, ssim: 0.826491
+2023-03-20 13:25:40,526 - INFO - [Train] step: 15099, loss_adv_disc: -0.519561, lr_disc: 0.000010
+2023-03-20 13:25:40,725 - INFO - [Train] step: 15099, loss_mpn: 0.127545, loss_rec: 0.120389, loss_semantic: 1.034216, loss_idmrf: 6.705966, loss_adv_gen: -168.721344, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:26:10,822 - INFO - [Train] step: 15199, loss_adv_disc: -2.656016, lr_disc: 0.000010
+2023-03-20 13:26:11,026 - INFO - [Train] step: 15199, loss_mpn: 0.012676, loss_rec: 0.048681, loss_semantic: 0.620178, loss_idmrf: 2.573292, loss_adv_gen: -154.468994, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:26:41,140 - INFO - [Train] step: 15299, loss_adv_disc: 1.191947, lr_disc: 0.000010
+2023-03-20 13:26:41,348 - INFO - [Train] step: 15299, loss_mpn: 0.027342, loss_rec: 0.090472, loss_semantic: 0.819317, loss_idmrf: 4.488824, loss_adv_gen: -157.071228, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:27:11,566 - INFO - [Train] step: 15399, loss_adv_disc: -10.578154, lr_disc: 0.000010
+2023-03-20 13:27:11,764 - INFO - [Train] step: 15399, loss_mpn: 0.023047, loss_rec: 0.118783, loss_semantic: 0.999670, loss_idmrf: 6.185433, loss_adv_gen: -161.836945, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:27:41,885 - INFO - [Train] step: 15499, loss_adv_disc: 2.894903, lr_disc: 0.000010
+2023-03-20 13:27:42,087 - INFO - [Train] step: 15499, loss_mpn: 0.066411, loss_rec: 0.074955, loss_semantic: 0.805514, loss_idmrf: 3.912246, loss_adv_gen: -176.678650, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:28:12,989 - INFO - [Train] step: 15599, loss_adv_disc: 2.638271, lr_disc: 0.000010
+2023-03-20 13:28:13,191 - INFO - [Train] step: 15599, loss_mpn: 0.033545, loss_rec: 0.042981, loss_semantic: 0.582895, loss_idmrf: 2.275017, loss_adv_gen: -179.303864, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:28:43,249 - INFO - [Train] step: 15699, loss_adv_disc: -4.085700, lr_disc: 0.000010
+2023-03-20 13:28:43,452 - INFO - [Train] step: 15699, loss_mpn: 0.043671, loss_rec: 0.053582, loss_semantic: 0.769205, loss_idmrf: 5.127607, loss_adv_gen: -162.581024, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:29:13,669 - INFO - [Train] step: 15799, loss_adv_disc: -3.183426, lr_disc: 0.000010
+2023-03-20 13:29:13,868 - INFO - [Train] step: 15799, loss_mpn: 0.089061, loss_rec: 0.104878, loss_semantic: 1.069795, loss_idmrf: 7.407496, loss_adv_gen: -173.914154, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:29:44,412 - INFO - [Train] step: 15899, loss_adv_disc: 0.111017, lr_disc: 0.000010
+2023-03-20 13:29:44,613 - INFO - [Train] step: 15899, loss_mpn: 0.083858, loss_rec: 0.077134, loss_semantic: 0.879941, loss_idmrf: 6.193638, loss_adv_gen: -158.258041, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:30:14,689 - INFO - [Train] step: 15999, loss_adv_disc: -1.226748, lr_disc: 0.000010
+2023-03-20 13:30:14,893 - INFO - [Train] step: 15999, loss_mpn: 0.061885, loss_rec: 0.076511, loss_semantic: 0.929305, loss_idmrf: 5.416407, loss_adv_gen: -168.004120, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:31:04,024 - INFO - [Eval] step: 15999, bce: 0.135809, psnr: 24.330231, ssim: 0.826451
+2023-03-20 13:31:38,902 - INFO - [Train] step: 16099, loss_adv_disc: -5.493443, lr_disc: 0.000010
+2023-03-20 13:31:39,102 - INFO - [Train] step: 16099, loss_mpn: 0.029682, loss_rec: 0.095353, loss_semantic: 0.930286, loss_idmrf: 5.273102, loss_adv_gen: -175.694702, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:32:09,103 - INFO - [Train] step: 16199, loss_adv_disc: -13.771019, lr_disc: 0.000010
+2023-03-20 13:32:09,304 - INFO - [Train] step: 16199, loss_mpn: 0.063457, loss_rec: 0.097309, loss_semantic: 0.993224, loss_idmrf: 6.286330, loss_adv_gen: -165.240295, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:32:39,224 - INFO - [Train] step: 16299, loss_adv_disc: -0.498475, lr_disc: 0.000010
+2023-03-20 13:32:39,429 - INFO - [Train] step: 16299, loss_mpn: 0.063125, loss_rec: 0.041431, loss_semantic: 0.639526, loss_idmrf: 3.270250, loss_adv_gen: -167.686325, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:33:09,458 - INFO - [Train] step: 16399, loss_adv_disc: -4.104560, lr_disc: 0.000010
+2023-03-20 13:33:09,660 - INFO - [Train] step: 16399, loss_mpn: 0.106500, loss_rec: 0.091102, loss_semantic: 0.972941, loss_idmrf: 6.386126, loss_adv_gen: -143.567932, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:33:39,895 - INFO - [Train] step: 16499, loss_adv_disc: -1.079669, lr_disc: 0.000010
+2023-03-20 13:33:40,095 - INFO - [Train] step: 16499, loss_mpn: 0.036521, loss_rec: 0.056067, loss_semantic: 0.919142, loss_idmrf: 6.176964, loss_adv_gen: -166.818726, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:34:11,045 - INFO - [Train] step: 16599, loss_adv_disc: -7.071097, lr_disc: 0.000010
+2023-03-20 13:34:11,253 - INFO - [Train] step: 16599, loss_mpn: 0.095964, loss_rec: 0.092686, loss_semantic: 0.959565, loss_idmrf: 7.642426, loss_adv_gen: -148.500244, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:34:41,886 - INFO - [Train] step: 16699, loss_adv_disc: 3.113915, lr_disc: 0.000010
+2023-03-20 13:34:42,091 - INFO - [Train] step: 16699, loss_mpn: 0.014332, loss_rec: 0.031689, loss_semantic: 0.480744, loss_idmrf: 1.092709, loss_adv_gen: -178.540207, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:35:12,448 - INFO - [Train] step: 16799, loss_adv_disc: -2.068813, lr_disc: 0.000010
+2023-03-20 13:35:12,648 - INFO - [Train] step: 16799, loss_mpn: 0.034068, loss_rec: 0.068775, loss_semantic: 0.694661, loss_idmrf: 3.724946, loss_adv_gen: -161.484818, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:35:42,984 - INFO - [Train] step: 16899, loss_adv_disc: 2.790439, lr_disc: 0.000010
+2023-03-20 13:35:43,184 - INFO - [Train] step: 16899, loss_mpn: 0.012233, loss_rec: 0.027969, loss_semantic: 0.466093, loss_idmrf: 0.879425, loss_adv_gen: -192.065918, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:36:13,522 - INFO - [Train] step: 16999, loss_adv_disc: -4.083241, lr_disc: 0.000010
+2023-03-20 13:36:13,720 - INFO - [Train] step: 16999, loss_mpn: 0.034018, loss_rec: 0.091734, loss_semantic: 0.982976, loss_idmrf: 4.847054, loss_adv_gen: -195.165817, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:37:03,181 - INFO - [Eval] step: 16999, bce: 0.135259, psnr: 24.335020, ssim: 0.826725
+2023-03-20 13:37:37,745 - INFO - [Train] step: 17099, loss_adv_disc: 4.236114, lr_disc: 0.000010
+2023-03-20 13:37:37,944 - INFO - [Train] step: 17099, loss_mpn: 0.057548, loss_rec: 0.048640, loss_semantic: 0.732108, loss_idmrf: 3.618266, loss_adv_gen: -203.012909, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:38:07,711 - INFO - [Train] step: 17199, loss_adv_disc: -14.802738, lr_disc: 0.000010
+2023-03-20 13:38:07,911 - INFO - [Train] step: 17199, loss_mpn: 0.010785, loss_rec: 0.097345, loss_semantic: 0.997952, loss_idmrf: 4.796174, loss_adv_gen: -156.668610, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:38:37,765 - INFO - [Train] step: 17299, loss_adv_disc: -1.195860, lr_disc: 0.000010
+2023-03-20 13:38:37,968 - INFO - [Train] step: 17299, loss_mpn: 0.047708, loss_rec: 0.054135, loss_semantic: 0.718836, loss_idmrf: 4.087097, loss_adv_gen: -151.739914, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:39:08,065 - INFO - [Train] step: 17399, loss_adv_disc: -13.779453, lr_disc: 0.000010
+2023-03-20 13:39:08,269 - INFO - [Train] step: 17399, loss_mpn: 0.028015, loss_rec: 0.098407, loss_semantic: 1.002296, loss_idmrf: 5.787766, loss_adv_gen: -136.864471, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:39:38,365 - INFO - [Train] step: 17499, loss_adv_disc: -0.468495, lr_disc: 0.000010
+2023-03-20 13:39:38,566 - INFO - [Train] step: 17499, loss_mpn: 0.039946, loss_rec: 0.047859, loss_semantic: 0.657582, loss_idmrf: 2.945122, loss_adv_gen: -188.402588, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:40:08,525 - INFO - [Train] step: 17599, loss_adv_disc: -0.361098, lr_disc: 0.000010
+2023-03-20 13:40:08,730 - INFO - [Train] step: 17599, loss_mpn: 0.022101, loss_rec: 0.039973, loss_semantic: 0.611025, loss_idmrf: 3.389991, loss_adv_gen: -153.962738, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:40:39,747 - INFO - [Train] step: 17699, loss_adv_disc: -0.742952, lr_disc: 0.000010
+2023-03-20 13:40:39,960 - INFO - [Train] step: 17699, loss_mpn: 0.043867, loss_rec: 0.058546, loss_semantic: 0.719758, loss_idmrf: 4.787358, loss_adv_gen: -170.436096, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:41:10,737 - INFO - [Train] step: 17799, loss_adv_disc: -4.767441, lr_disc: 0.000010
+2023-03-20 13:41:10,936 - INFO - [Train] step: 17799, loss_mpn: 0.064461, loss_rec: 0.088509, loss_semantic: 0.961809, loss_idmrf: 6.160480, loss_adv_gen: -141.464691, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:41:41,021 - INFO - [Train] step: 17899, loss_adv_disc: 1.555445, lr_disc: 0.000010
+2023-03-20 13:41:41,220 - INFO - [Train] step: 17899, loss_mpn: 0.046315, loss_rec: 0.066793, loss_semantic: 0.793095, loss_idmrf: 6.557072, loss_adv_gen: -135.669403, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:42:11,176 - INFO - [Train] step: 17999, loss_adv_disc: 1.029532, lr_disc: 0.000010
+2023-03-20 13:42:11,381 - INFO - [Train] step: 17999, loss_mpn: 0.013835, loss_rec: 0.031553, loss_semantic: 0.486685, loss_idmrf: 2.619902, loss_adv_gen: -203.646774, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:43:00,881 - INFO - [Eval] step: 17999, bce: 0.137971, psnr: 24.262886, ssim: 0.827939
+2023-03-20 13:43:35,448 - INFO - [Train] step: 18099, loss_adv_disc: -2.951159, lr_disc: 0.000010
+2023-03-20 13:43:35,649 - INFO - [Train] step: 18099, loss_mpn: 0.044749, loss_rec: 0.048924, loss_semantic: 0.703304, loss_idmrf: 4.642399, loss_adv_gen: -155.868271, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:44:05,710 - INFO - [Train] step: 18199, loss_adv_disc: -1.185161, lr_disc: 0.000010
+2023-03-20 13:44:05,910 - INFO - [Train] step: 18199, loss_mpn: 0.023392, loss_rec: 0.043132, loss_semantic: 0.559835, loss_idmrf: 3.126357, loss_adv_gen: -180.398743, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:44:35,763 - INFO - [Train] step: 18299, loss_adv_disc: 1.439390, lr_disc: 0.000010
+2023-03-20 13:44:35,964 - INFO - [Train] step: 18299, loss_mpn: 0.035047, loss_rec: 0.025344, loss_semantic: 0.440004, loss_idmrf: 1.491899, loss_adv_gen: -182.587051, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:45:06,266 - INFO - [Train] step: 18399, loss_adv_disc: -2.784327, lr_disc: 0.000010
+2023-03-20 13:45:06,470 - INFO - [Train] step: 18399, loss_mpn: 0.032376, loss_rec: 0.060312, loss_semantic: 0.798058, loss_idmrf: 3.195291, loss_adv_gen: -141.176163, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:45:36,438 - INFO - [Train] step: 18499, loss_adv_disc: 1.050618, lr_disc: 0.000010
+2023-03-20 13:45:36,640 - INFO - [Train] step: 18499, loss_mpn: 0.020146, loss_rec: 0.035036, loss_semantic: 0.541805, loss_idmrf: 2.019864, loss_adv_gen: -173.445374, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:46:06,372 - INFO - [Train] step: 18599, loss_adv_disc: 2.885215, lr_disc: 0.000010
+2023-03-20 13:46:06,574 - INFO - [Train] step: 18599, loss_mpn: 0.045457, loss_rec: 0.052023, loss_semantic: 0.631460, loss_idmrf: 2.281241, loss_adv_gen: -142.620148, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:46:36,761 - INFO - [Train] step: 18699, loss_adv_disc: -6.200313, lr_disc: 0.000010
+2023-03-20 13:46:36,965 - INFO - [Train] step: 18699, loss_mpn: 0.029138, loss_rec: 0.052188, loss_semantic: 0.738837, loss_idmrf: 4.198425, loss_adv_gen: -165.271973, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:47:07,701 - INFO - [Train] step: 18799, loss_adv_disc: -2.585515, lr_disc: 0.000010
+2023-03-20 13:47:07,908 - INFO - [Train] step: 18799, loss_mpn: 0.060493, loss_rec: 0.061914, loss_semantic: 0.830437, loss_idmrf: 4.855729, loss_adv_gen: -147.192902, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:47:38,181 - INFO - [Train] step: 18899, loss_adv_disc: -8.935585, lr_disc: 0.000010
+2023-03-20 13:47:38,381 - INFO - [Train] step: 18899, loss_mpn: 0.052466, loss_rec: 0.113401, loss_semantic: 1.012862, loss_idmrf: 6.587019, loss_adv_gen: -169.519440, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:48:08,493 - INFO - [Train] step: 18999, loss_adv_disc: -1.690206, lr_disc: 0.000010
+2023-03-20 13:48:08,701 - INFO - [Train] step: 18999, loss_mpn: 0.029472, loss_rec: 0.054876, loss_semantic: 0.700084, loss_idmrf: 4.034048, loss_adv_gen: -127.886505, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:48:59,161 - INFO - [Eval] step: 18999, bce: 0.135588, psnr: 24.362211, ssim: 0.827841
+2023-03-20 13:49:33,340 - INFO - [Train] step: 19099, loss_adv_disc: 1.469735, lr_disc: 0.000010
+2023-03-20 13:49:33,536 - INFO - [Train] step: 19099, loss_mpn: 0.048789, loss_rec: 0.034151, loss_semantic: 0.557414, loss_idmrf: 2.883400, loss_adv_gen: -168.598572, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:50:03,322 - INFO - [Train] step: 19199, loss_adv_disc: 0.199752, lr_disc: 0.000010
+2023-03-20 13:50:03,525 - INFO - [Train] step: 19199, loss_mpn: 0.052661, loss_rec: 0.044393, loss_semantic: 0.674786, loss_idmrf: 3.745882, loss_adv_gen: -176.448853, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:50:33,451 - INFO - [Train] step: 19299, loss_adv_disc: -12.817369, lr_disc: 0.000010
+2023-03-20 13:50:33,654 - INFO - [Train] step: 19299, loss_mpn: 0.017928, loss_rec: 0.084734, loss_semantic: 0.805471, loss_idmrf: 3.758296, loss_adv_gen: -191.497223, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:51:03,484 - INFO - [Train] step: 19399, loss_adv_disc: -4.144381, lr_disc: 0.000010
+2023-03-20 13:51:03,683 - INFO - [Train] step: 19399, loss_mpn: 0.058265, loss_rec: 0.066905, loss_semantic: 0.938870, loss_idmrf: 4.347013, loss_adv_gen: -184.519424, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:51:33,659 - INFO - [Train] step: 19499, loss_adv_disc: 8.152971, lr_disc: 0.000010
+2023-03-20 13:51:33,860 - INFO - [Train] step: 19499, loss_mpn: 0.135148, loss_rec: 0.096280, loss_semantic: 0.949607, loss_idmrf: 8.350881, loss_adv_gen: -208.881287, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:52:03,522 - INFO - [Train] step: 19599, loss_adv_disc: -1.763525, lr_disc: 0.000010
+2023-03-20 13:52:03,723 - INFO - [Train] step: 19599, loss_mpn: 0.036312, loss_rec: 0.066510, loss_semantic: 0.873352, loss_idmrf: 5.695041, loss_adv_gen: -165.581543, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:52:33,811 - INFO - [Train] step: 19699, loss_adv_disc: 1.036394, lr_disc: 0.000010
+2023-03-20 13:52:34,012 - INFO - [Train] step: 19699, loss_mpn: 0.016481, loss_rec: 0.025294, loss_semantic: 0.461158, loss_idmrf: 1.192266, loss_adv_gen: -207.664291, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:53:04,025 - INFO - [Train] step: 19799, loss_adv_disc: 1.764771, lr_disc: 0.000010
+2023-03-20 13:53:04,225 - INFO - [Train] step: 19799, loss_mpn: 0.052404, loss_rec: 0.056417, loss_semantic: 0.851726, loss_idmrf: 4.124633, loss_adv_gen: -173.470779, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:53:34,966 - INFO - [Train] step: 19899, loss_adv_disc: -1.773532, lr_disc: 0.000010
+2023-03-20 13:53:35,173 - INFO - [Train] step: 19899, loss_mpn: 0.034973, loss_rec: 0.040647, loss_semantic: 0.601770, loss_idmrf: 2.956199, loss_adv_gen: -146.104309, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:54:05,584 - INFO - [Train] step: 19999, loss_adv_disc: 2.940281, lr_disc: 0.000010
+2023-03-20 13:54:05,795 - INFO - [Train] step: 19999, loss_mpn: 0.042526, loss_rec: 0.051631, loss_semantic: 0.676672, loss_idmrf: 2.898030, loss_adv_gen: -193.006851, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:54:57,218 - INFO - [Eval] step: 19999, bce: 0.135172, psnr: 24.200848, ssim: 0.824656
+2023-03-20 13:55:32,140 - INFO - [Train] step: 20099, loss_adv_disc: -0.269291, lr_disc: 0.000010
+2023-03-20 13:55:32,343 - INFO - [Train] step: 20099, loss_mpn: 0.030832, loss_rec: 0.036212, loss_semantic: 0.588639, loss_idmrf: 1.720791, loss_adv_gen: -162.061127, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:56:02,187 - INFO - [Train] step: 20199, loss_adv_disc: -4.980373, lr_disc: 0.000010
+2023-03-20 13:56:02,388 - INFO - [Train] step: 20199, loss_mpn: 0.037144, loss_rec: 0.087754, loss_semantic: 0.833559, loss_idmrf: 4.783594, loss_adv_gen: -174.337952, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:56:32,053 - INFO - [Train] step: 20299, loss_adv_disc: -0.857680, lr_disc: 0.000010
+2023-03-20 13:56:32,255 - INFO - [Train] step: 20299, loss_mpn: 0.035539, loss_rec: 0.045931, loss_semantic: 0.603297, loss_idmrf: 2.889251, loss_adv_gen: -179.524200, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:57:01,890 - INFO - [Train] step: 20399, loss_adv_disc: -5.301072, lr_disc: 0.000010
+2023-03-20 13:57:02,093 - INFO - [Train] step: 20399, loss_mpn: 0.035243, loss_rec: 0.058818, loss_semantic: 0.794906, loss_idmrf: 4.655227, loss_adv_gen: -174.288818, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:57:31,890 - INFO - [Train] step: 20499, loss_adv_disc: -5.475183, lr_disc: 0.000010
+2023-03-20 13:57:32,090 - INFO - [Train] step: 20499, loss_mpn: 0.054830, loss_rec: 0.089980, loss_semantic: 0.849875, loss_idmrf: 5.111412, loss_adv_gen: -150.901047, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:58:01,844 - INFO - [Train] step: 20599, loss_adv_disc: -0.394076, lr_disc: 0.000010
+2023-03-20 13:58:02,049 - INFO - [Train] step: 20599, loss_mpn: 0.026048, loss_rec: 0.050635, loss_semantic: 0.740441, loss_idmrf: 4.275663, loss_adv_gen: -196.923080, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:58:32,110 - INFO - [Train] step: 20699, loss_adv_disc: -10.891937, lr_disc: 0.000010
+2023-03-20 13:58:32,317 - INFO - [Train] step: 20699, loss_mpn: 0.026477, loss_rec: 0.092069, loss_semantic: 0.985499, loss_idmrf: 7.006462, loss_adv_gen: -153.766953, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:59:02,349 - INFO - [Train] step: 20799, loss_adv_disc: 2.922859, lr_disc: 0.000010
+2023-03-20 13:59:02,545 - INFO - [Train] step: 20799, loss_mpn: 0.027594, loss_rec: 0.051107, loss_semantic: 0.651399, loss_idmrf: 2.274093, loss_adv_gen: -201.595154, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 13:59:32,851 - INFO - [Train] step: 20899, loss_adv_disc: 0.890015, lr_disc: 0.000010
+2023-03-20 13:59:33,052 - INFO - [Train] step: 20899, loss_mpn: 0.020105, loss_rec: 0.030972, loss_semantic: 0.536393, loss_idmrf: 2.337832, loss_adv_gen: -152.623688, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:00:04,214 - INFO - [Train] step: 20999, loss_adv_disc: -6.969546, lr_disc: 0.000010
+2023-03-20 14:00:04,421 - INFO - [Train] step: 20999, loss_mpn: 0.056223, loss_rec: 0.087144, loss_semantic: 0.897157, loss_idmrf: 5.343010, loss_adv_gen: -188.372208, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:00:56,356 - INFO - [Eval] step: 20999, bce: 0.137851, psnr: 24.331860, ssim: 0.826505
+2023-03-20 14:01:30,969 - INFO - [Train] step: 21099, loss_adv_disc: -3.137872, lr_disc: 0.000010
+2023-03-20 14:01:31,169 - INFO - [Train] step: 21099, loss_mpn: 0.020686, loss_rec: 0.054699, loss_semantic: 0.672820, loss_idmrf: 3.661009, loss_adv_gen: -165.559067, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:02:01,260 - INFO - [Train] step: 21199, loss_adv_disc: 0.195423, lr_disc: 0.000010
+2023-03-20 14:02:01,462 - INFO - [Train] step: 21199, loss_mpn: 0.059815, loss_rec: 0.064963, loss_semantic: 0.833605, loss_idmrf: 4.513529, loss_adv_gen: -211.734207, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:02:31,389 - INFO - [Train] step: 21299, loss_adv_disc: -6.065640, lr_disc: 0.000010
+2023-03-20 14:02:31,593 - INFO - [Train] step: 21299, loss_mpn: 0.020431, loss_rec: 0.062519, loss_semantic: 0.737089, loss_idmrf: 5.965292, loss_adv_gen: -174.058212, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:03:01,664 - INFO - [Train] step: 21399, loss_adv_disc: 0.806611, lr_disc: 0.000010
+2023-03-20 14:03:01,867 - INFO - [Train] step: 21399, loss_mpn: 0.085632, loss_rec: 0.048838, loss_semantic: 0.713850, loss_idmrf: 5.043508, loss_adv_gen: -147.288239, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:03:32,047 - INFO - [Train] step: 21499, loss_adv_disc: -18.364714, lr_disc: 0.000010
+2023-03-20 14:03:32,247 - INFO - [Train] step: 21499, loss_mpn: 0.025316, loss_rec: 0.092925, loss_semantic: 0.912862, loss_idmrf: 8.248693, loss_adv_gen: -145.202820, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:04:02,404 - INFO - [Train] step: 21599, loss_adv_disc: 2.066712, lr_disc: 0.000010
+2023-03-20 14:04:02,607 - INFO - [Train] step: 21599, loss_mpn: 0.063409, loss_rec: 0.058877, loss_semantic: 0.672181, loss_idmrf: 2.912458, loss_adv_gen: -177.352844, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:04:32,607 - INFO - [Train] step: 21699, loss_adv_disc: 3.169044, lr_disc: 0.000010
+2023-03-20 14:04:32,806 - INFO - [Train] step: 21699, loss_mpn: 0.030977, loss_rec: 0.040234, loss_semantic: 0.608044, loss_idmrf: 2.012818, loss_adv_gen: -201.409973, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:05:02,932 - INFO - [Train] step: 21799, loss_adv_disc: 5.677771, lr_disc: 0.000010
+2023-03-20 14:05:03,134 - INFO - [Train] step: 21799, loss_mpn: 0.059271, loss_rec: 0.065936, loss_semantic: 0.684787, loss_idmrf: 2.685133, loss_adv_gen: -180.112061, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:05:32,770 - INFO - [Train] step: 21899, loss_adv_disc: -11.587669, lr_disc: 0.000010
+2023-03-20 14:05:32,977 - INFO - [Train] step: 21899, loss_mpn: 0.029631, loss_rec: 0.091301, loss_semantic: 0.945678, loss_idmrf: 5.391239, loss_adv_gen: -153.303284, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:06:03,595 - INFO - [Train] step: 21999, loss_adv_disc: -3.612287, lr_disc: 0.000010
+2023-03-20 14:06:03,794 - INFO - [Train] step: 21999, loss_mpn: 0.019854, loss_rec: 0.044866, loss_semantic: 0.624637, loss_idmrf: 2.764325, loss_adv_gen: -172.944122, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:06:59,429 - INFO - [Eval] step: 21999, bce: 0.136703, psnr: 24.319916, ssim: 0.828005
+2023-03-20 14:07:33,755 - INFO - [Train] step: 22099, loss_adv_disc: 0.438588, lr_disc: 0.000010
+2023-03-20 14:07:33,954 - INFO - [Train] step: 22099, loss_mpn: 0.032239, loss_rec: 0.033508, loss_semantic: 0.598108, loss_idmrf: 4.269136, loss_adv_gen: -176.810898, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:08:03,676 - INFO - [Train] step: 22199, loss_adv_disc: -4.495211, lr_disc: 0.000010
+2023-03-20 14:08:03,874 - INFO - [Train] step: 22199, loss_mpn: 0.025643, loss_rec: 0.052379, loss_semantic: 0.713892, loss_idmrf: 4.679430, loss_adv_gen: -171.658920, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:08:33,519 - INFO - [Train] step: 22299, loss_adv_disc: -1.888625, lr_disc: 0.000010
+2023-03-20 14:08:33,716 - INFO - [Train] step: 22299, loss_mpn: 0.019605, loss_rec: 0.038723, loss_semantic: 0.570418, loss_idmrf: 2.911284, loss_adv_gen: -174.663528, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:09:03,342 - INFO - [Train] step: 22399, loss_adv_disc: 1.086254, lr_disc: 0.000010
+2023-03-20 14:09:03,542 - INFO - [Train] step: 22399, loss_mpn: 0.023087, loss_rec: 0.043603, loss_semantic: 0.642266, loss_idmrf: 2.783820, loss_adv_gen: -215.517456, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:09:33,277 - INFO - [Train] step: 22499, loss_adv_disc: -3.894327, lr_disc: 0.000010
+2023-03-20 14:09:33,477 - INFO - [Train] step: 22499, loss_mpn: 0.053366, loss_rec: 0.090875, loss_semantic: 1.021022, loss_idmrf: 4.917019, loss_adv_gen: -214.677017, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:10:03,266 - INFO - [Train] step: 22599, loss_adv_disc: -0.147905, lr_disc: 0.000010
+2023-03-20 14:10:03,465 - INFO - [Train] step: 22599, loss_mpn: 0.064845, loss_rec: 0.082414, loss_semantic: 0.889082, loss_idmrf: 5.402806, loss_adv_gen: -185.319061, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:10:33,327 - INFO - [Train] step: 22699, loss_adv_disc: -4.576269, lr_disc: 0.000010
+2023-03-20 14:10:33,526 - INFO - [Train] step: 22699, loss_mpn: 0.050756, loss_rec: 0.077326, loss_semantic: 0.888144, loss_idmrf: 5.322883, loss_adv_gen: -171.878845, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:11:03,662 - INFO - [Train] step: 22799, loss_adv_disc: 2.991929, lr_disc: 0.000010
+2023-03-20 14:11:03,859 - INFO - [Train] step: 22799, loss_mpn: 0.031530, loss_rec: 0.042183, loss_semantic: 0.635936, loss_idmrf: 2.719264, loss_adv_gen: -201.064362, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:11:33,715 - INFO - [Train] step: 22899, loss_adv_disc: 1.382324, lr_disc: 0.000010
+2023-03-20 14:11:33,920 - INFO - [Train] step: 22899, loss_mpn: 0.024883, loss_rec: 0.025415, loss_semantic: 0.460149, loss_idmrf: 1.615258, loss_adv_gen: -149.505157, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:12:03,832 - INFO - [Train] step: 22999, loss_adv_disc: 0.353721, lr_disc: 0.000010
+2023-03-20 14:12:04,033 - INFO - [Train] step: 22999, loss_mpn: 0.026687, loss_rec: 0.036233, loss_semantic: 0.530243, loss_idmrf: 2.277386, loss_adv_gen: -145.391052, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:13:01,746 - INFO - [Eval] step: 22999, bce: 0.136428, psnr: 24.371237, ssim: 0.827553
+2023-03-20 14:13:36,817 - INFO - [Train] step: 23099, loss_adv_disc: 3.468761, lr_disc: 0.000010
+2023-03-20 14:13:37,016 - INFO - [Train] step: 23099, loss_mpn: 0.020058, loss_rec: 0.073159, loss_semantic: 0.777267, loss_idmrf: 3.571501, loss_adv_gen: -218.730408, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:14:07,037 - INFO - [Train] step: 23199, loss_adv_disc: 0.025758, lr_disc: 0.000010
+2023-03-20 14:14:07,238 - INFO - [Train] step: 23199, loss_mpn: 0.105083, loss_rec: 0.106219, loss_semantic: 0.811434, loss_idmrf: 3.108571, loss_adv_gen: -160.704330, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:14:36,969 - INFO - [Train] step: 23299, loss_adv_disc: -3.101144, lr_disc: 0.000010
+2023-03-20 14:14:37,169 - INFO - [Train] step: 23299, loss_mpn: 0.045524, loss_rec: 0.055551, loss_semantic: 0.728183, loss_idmrf: 4.443556, loss_adv_gen: -186.294220, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:15:07,023 - INFO - [Train] step: 23399, loss_adv_disc: -12.647685, lr_disc: 0.000010
+2023-03-20 14:15:07,222 - INFO - [Train] step: 23399, loss_mpn: 0.068069, loss_rec: 0.097682, loss_semantic: 0.842088, loss_idmrf: 3.891354, loss_adv_gen: -168.713379, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:15:37,032 - INFO - [Train] step: 23499, loss_adv_disc: 0.844384, lr_disc: 0.000010
+2023-03-20 14:15:37,233 - INFO - [Train] step: 23499, loss_mpn: 0.057269, loss_rec: 0.049172, loss_semantic: 0.628904, loss_idmrf: 2.950382, loss_adv_gen: -163.468689, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:16:07,520 - INFO - [Train] step: 23599, loss_adv_disc: -1.097920, lr_disc: 0.000010
+2023-03-20 14:16:07,724 - INFO - [Train] step: 23599, loss_mpn: 0.057478, loss_rec: 0.073302, loss_semantic: 0.935876, loss_idmrf: 4.166143, loss_adv_gen: -186.414337, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:16:37,673 - INFO - [Train] step: 23699, loss_adv_disc: 5.723504, lr_disc: 0.000010
+2023-03-20 14:16:37,869 - INFO - [Train] step: 23699, loss_mpn: 0.069073, loss_rec: 0.071092, loss_semantic: 0.835352, loss_idmrf: 4.200813, loss_adv_gen: -190.729431, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:17:07,963 - INFO - [Train] step: 23799, loss_adv_disc: -4.269430, lr_disc: 0.000010
+2023-03-20 14:17:08,164 - INFO - [Train] step: 23799, loss_mpn: 0.031777, loss_rec: 0.064702, loss_semantic: 0.852780, loss_idmrf: 4.663129, loss_adv_gen: -187.369675, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:17:37,841 - INFO - [Train] step: 23899, loss_adv_disc: -2.884278, lr_disc: 0.000010
+2023-03-20 14:17:38,044 - INFO - [Train] step: 23899, loss_mpn: 0.068699, loss_rec: 0.071458, loss_semantic: 0.830829, loss_idmrf: 4.844793, loss_adv_gen: -179.416519, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:18:07,744 - INFO - [Train] step: 23999, loss_adv_disc: 2.538766, lr_disc: 0.000010
+2023-03-20 14:18:07,948 - INFO - [Train] step: 23999, loss_mpn: 0.048630, loss_rec: 0.050859, loss_semantic: 0.707295, loss_idmrf: 3.892425, loss_adv_gen: -189.572922, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:18:59,724 - INFO - [Eval] step: 23999, bce: 0.140291, psnr: 24.275036, ssim: 0.826609
+2023-03-20 14:19:35,320 - INFO - [Train] step: 24099, loss_adv_disc: -0.559709, lr_disc: 0.000010
+2023-03-20 14:19:35,523 - INFO - [Train] step: 24099, loss_mpn: 0.103930, loss_rec: 0.084618, loss_semantic: 0.734717, loss_idmrf: 5.012321, loss_adv_gen: -184.792252, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:20:05,895 - INFO - [Train] step: 24199, loss_adv_disc: -6.775555, lr_disc: 0.000010
+2023-03-20 14:20:06,097 - INFO - [Train] step: 24199, loss_mpn: 0.075167, loss_rec: 0.105184, loss_semantic: 0.936765, loss_idmrf: 6.092191, loss_adv_gen: -182.656097, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:20:35,860 - INFO - [Train] step: 24299, loss_adv_disc: 1.304873, lr_disc: 0.000010
+2023-03-20 14:20:36,056 - INFO - [Train] step: 24299, loss_mpn: 0.134452, loss_rec: 0.133409, loss_semantic: 1.088142, loss_idmrf: 8.925602, loss_adv_gen: -173.334076, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:21:05,717 - INFO - [Train] step: 24399, loss_adv_disc: -5.581679, lr_disc: 0.000010
+2023-03-20 14:21:05,917 - INFO - [Train] step: 24399, loss_mpn: 0.188506, loss_rec: 0.159658, loss_semantic: 1.295127, loss_idmrf: 9.021017, loss_adv_gen: -203.678741, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:21:36,033 - INFO - [Train] step: 24499, loss_adv_disc: -5.034449, lr_disc: 0.000010
+2023-03-20 14:21:36,236 - INFO - [Train] step: 24499, loss_mpn: 0.053226, loss_rec: 0.064909, loss_semantic: 0.811309, loss_idmrf: 3.824896, loss_adv_gen: -157.439728, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:22:05,864 - INFO - [Train] step: 24599, loss_adv_disc: -2.800722, lr_disc: 0.000010
+2023-03-20 14:22:06,067 - INFO - [Train] step: 24599, loss_mpn: 0.051101, loss_rec: 0.074751, loss_semantic: 0.886815, loss_idmrf: 6.056345, loss_adv_gen: -179.750763, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:22:36,002 - INFO - [Train] step: 24699, loss_adv_disc: -6.374726, lr_disc: 0.000010
+2023-03-20 14:22:36,203 - INFO - [Train] step: 24699, loss_mpn: 0.040640, loss_rec: 0.112861, loss_semantic: 1.078688, loss_idmrf: 6.057364, loss_adv_gen: -198.256744, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:23:06,110 - INFO - [Train] step: 24799, loss_adv_disc: 2.579470, lr_disc: 0.000010
+2023-03-20 14:23:06,311 - INFO - [Train] step: 24799, loss_mpn: 0.024179, loss_rec: 0.088033, loss_semantic: 0.905876, loss_idmrf: 6.129033, loss_adv_gen: -187.567307, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:23:36,026 - INFO - [Train] step: 24899, loss_adv_disc: 0.114399, lr_disc: 0.000010
+2023-03-20 14:23:36,229 - INFO - [Train] step: 24899, loss_mpn: 0.029519, loss_rec: 0.039913, loss_semantic: 0.583137, loss_idmrf: 1.959377, loss_adv_gen: -181.224457, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:24:06,005 - INFO - [Train] step: 24999, loss_adv_disc: -2.447306, lr_disc: 0.000010
+2023-03-20 14:24:06,215 - INFO - [Train] step: 24999, loss_mpn: 0.049537, loss_rec: 0.062352, loss_semantic: 0.771293, loss_idmrf: 4.508551, loss_adv_gen: -155.169769, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:24:55,919 - INFO - [Eval] step: 24999, bce: 0.134406, psnr: 24.392920, ssim: 0.828333
+2023-03-20 14:25:32,014 - INFO - [Train] step: 25099, loss_adv_disc: -0.686822, lr_disc: 0.000010
+2023-03-20 14:25:32,214 - INFO - [Train] step: 25099, loss_mpn: 0.016471, loss_rec: 0.061405, loss_semantic: 0.839156, loss_idmrf: 2.973383, loss_adv_gen: -245.161316, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:26:02,755 - INFO - [Train] step: 25199, loss_adv_disc: -2.264544, lr_disc: 0.000010
+2023-03-20 14:26:02,959 - INFO - [Train] step: 25199, loss_mpn: 0.068435, loss_rec: 0.078480, loss_semantic: 0.897901, loss_idmrf: 6.180095, loss_adv_gen: -149.753647, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:26:33,049 - INFO - [Train] step: 25299, loss_adv_disc: 0.722225, lr_disc: 0.000010
+2023-03-20 14:26:33,250 - INFO - [Train] step: 25299, loss_mpn: 0.045229, loss_rec: 0.059532, loss_semantic: 0.648431, loss_idmrf: 2.077391, loss_adv_gen: -196.381042, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:27:03,042 - INFO - [Train] step: 25399, loss_adv_disc: -4.870043, lr_disc: 0.000010
+2023-03-20 14:27:03,245 - INFO - [Train] step: 25399, loss_mpn: 0.085320, loss_rec: 0.131139, loss_semantic: 1.091080, loss_idmrf: 6.410551, loss_adv_gen: -182.370514, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:27:33,217 - INFO - [Train] step: 25499, loss_adv_disc: -2.913870, lr_disc: 0.000010
+2023-03-20 14:27:33,421 - INFO - [Train] step: 25499, loss_mpn: 0.034880, loss_rec: 0.063191, loss_semantic: 0.711419, loss_idmrf: 5.048119, loss_adv_gen: -189.080765, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:28:03,042 - INFO - [Train] step: 25599, loss_adv_disc: -13.243842, lr_disc: 0.000010
+2023-03-20 14:28:03,245 - INFO - [Train] step: 25599, loss_mpn: 0.053614, loss_rec: 0.094079, loss_semantic: 1.019063, loss_idmrf: 5.694398, loss_adv_gen: -176.727005, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:28:32,887 - INFO - [Train] step: 25699, loss_adv_disc: 0.910054, lr_disc: 0.000010
+2023-03-20 14:28:33,090 - INFO - [Train] step: 25699, loss_mpn: 0.029700, loss_rec: 0.042372, loss_semantic: 0.678052, loss_idmrf: 2.376097, loss_adv_gen: -182.520355, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:29:03,345 - INFO - [Train] step: 25799, loss_adv_disc: -0.611598, lr_disc: 0.000010
+2023-03-20 14:29:03,542 - INFO - [Train] step: 25799, loss_mpn: 0.029796, loss_rec: 0.055367, loss_semantic: 0.647163, loss_idmrf: 2.683229, loss_adv_gen: -193.695343, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:29:33,407 - INFO - [Train] step: 25899, loss_adv_disc: -0.858195, lr_disc: 0.000010
+2023-03-20 14:29:33,608 - INFO - [Train] step: 25899, loss_mpn: 0.013243, loss_rec: 0.033212, loss_semantic: 0.522935, loss_idmrf: 1.901341, loss_adv_gen: -153.401184, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:30:03,410 - INFO - [Train] step: 25999, loss_adv_disc: -2.130447, lr_disc: 0.000010
+2023-03-20 14:30:03,610 - INFO - [Train] step: 25999, loss_mpn: 0.032904, loss_rec: 0.089104, loss_semantic: 0.881268, loss_idmrf: 5.959612, loss_adv_gen: -169.568298, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:30:52,616 - INFO - [Eval] step: 25999, bce: 0.136529, psnr: 24.312899, ssim: 0.825778
+2023-03-20 14:31:27,662 - INFO - [Train] step: 26099, loss_adv_disc: -4.485646, lr_disc: 0.000010
+2023-03-20 14:31:27,868 - INFO - [Train] step: 26099, loss_mpn: 0.051698, loss_rec: 0.088023, loss_semantic: 1.044003, loss_idmrf: 5.418759, loss_adv_gen: -200.843658, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:31:58,127 - INFO - [Train] step: 26199, loss_adv_disc: -1.615518, lr_disc: 0.000010
+2023-03-20 14:31:58,329 - INFO - [Train] step: 26199, loss_mpn: 0.033525, loss_rec: 0.064501, loss_semantic: 0.700669, loss_idmrf: 3.386952, loss_adv_gen: -171.983704, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:32:28,922 - INFO - [Train] step: 26299, loss_adv_disc: -3.845972, lr_disc: 0.000010
+2023-03-20 14:32:29,128 - INFO - [Train] step: 26299, loss_mpn: 0.102032, loss_rec: 0.075424, loss_semantic: 0.844071, loss_idmrf: 5.111156, loss_adv_gen: -181.297546, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:32:58,841 - INFO - [Train] step: 26399, loss_adv_disc: 1.168299, lr_disc: 0.000010
+2023-03-20 14:32:59,158 - INFO - [Train] step: 26399, loss_mpn: 0.052951, loss_rec: 0.069412, loss_semantic: 0.850110, loss_idmrf: 4.284304, loss_adv_gen: -201.877411, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:33:29,195 - INFO - [Train] step: 26499, loss_adv_disc: -0.247335, lr_disc: 0.000010
+2023-03-20 14:33:29,396 - INFO - [Train] step: 26499, loss_mpn: 0.020517, loss_rec: 0.052166, loss_semantic: 0.590000, loss_idmrf: 4.001925, loss_adv_gen: -173.693008, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:33:59,357 - INFO - [Train] step: 26599, loss_adv_disc: 1.621909, lr_disc: 0.000010
+2023-03-20 14:33:59,554 - INFO - [Train] step: 26599, loss_mpn: 0.032377, loss_rec: 0.024300, loss_semantic: 0.461056, loss_idmrf: 1.666131, loss_adv_gen: -142.136627, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:34:29,405 - INFO - [Train] step: 26699, loss_adv_disc: 3.627986, lr_disc: 0.000010
+2023-03-20 14:34:29,604 - INFO - [Train] step: 26699, loss_mpn: 0.023822, loss_rec: 0.041584, loss_semantic: 0.578555, loss_idmrf: 1.865530, loss_adv_gen: -220.042847, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:34:59,674 - INFO - [Train] step: 26799, loss_adv_disc: 1.304996, lr_disc: 0.000010
+2023-03-20 14:34:59,876 - INFO - [Train] step: 26799, loss_mpn: 0.073861, loss_rec: 0.076238, loss_semantic: 0.890756, loss_idmrf: 4.577019, loss_adv_gen: -190.698120, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:35:29,579 - INFO - [Train] step: 26899, loss_adv_disc: 0.338604, lr_disc: 0.000010
+2023-03-20 14:35:29,779 - INFO - [Train] step: 26899, loss_mpn: 0.017129, loss_rec: 0.029594, loss_semantic: 0.486830, loss_idmrf: 1.835622, loss_adv_gen: -189.164383, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:35:59,723 - INFO - [Train] step: 26999, loss_adv_disc: -5.265242, lr_disc: 0.000010
+2023-03-20 14:35:59,924 - INFO - [Train] step: 26999, loss_mpn: 0.071720, loss_rec: 0.071459, loss_semantic: 0.800766, loss_idmrf: 4.649439, loss_adv_gen: -175.522217, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:36:47,566 - INFO - [Eval] step: 26999, bce: 0.134554, psnr: 24.460121, ssim: 0.828422
+2023-03-20 14:37:22,104 - INFO - [Train] step: 27099, loss_adv_disc: -2.007171, lr_disc: 0.000010
+2023-03-20 14:37:22,309 - INFO - [Train] step: 27099, loss_mpn: 0.056131, loss_rec: 0.073338, loss_semantic: 0.878452, loss_idmrf: 5.614792, loss_adv_gen: -188.863113, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:37:52,879 - INFO - [Train] step: 27199, loss_adv_disc: -3.134084, lr_disc: 0.000010
+2023-03-20 14:37:53,085 - INFO - [Train] step: 27199, loss_mpn: 0.061978, loss_rec: 0.081097, loss_semantic: 0.879758, loss_idmrf: 6.424217, loss_adv_gen: -176.859726, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:38:23,889 - INFO - [Train] step: 27299, loss_adv_disc: 5.251329, lr_disc: 0.000010
+2023-03-20 14:38:24,088 - INFO - [Train] step: 27299, loss_mpn: 0.066476, loss_rec: 0.071998, loss_semantic: 0.776674, loss_idmrf: 2.453168, loss_adv_gen: -198.902832, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:38:54,646 - INFO - [Train] step: 27399, loss_adv_disc: -0.653298, lr_disc: 0.000010
+2023-03-20 14:38:54,847 - INFO - [Train] step: 27399, loss_mpn: 0.063782, loss_rec: 0.061385, loss_semantic: 0.660522, loss_idmrf: 4.039020, loss_adv_gen: -169.101395, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:39:24,969 - INFO - [Train] step: 27499, loss_adv_disc: -5.059780, lr_disc: 0.000010
+2023-03-20 14:39:25,169 - INFO - [Train] step: 27499, loss_mpn: 0.074829, loss_rec: 0.095202, loss_semantic: 0.937087, loss_idmrf: 6.495811, loss_adv_gen: -183.880157, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:39:54,857 - INFO - [Train] step: 27599, loss_adv_disc: 1.875478, lr_disc: 0.000010
+2023-03-20 14:39:55,053 - INFO - [Train] step: 27599, loss_mpn: 0.067855, loss_rec: 0.053960, loss_semantic: 0.706296, loss_idmrf: 4.172843, loss_adv_gen: -175.079727, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:40:25,282 - INFO - [Train] step: 27699, loss_adv_disc: -5.885379, lr_disc: 0.000010
+2023-03-20 14:40:25,486 - INFO - [Train] step: 27699, loss_mpn: 0.032257, loss_rec: 0.082659, loss_semantic: 0.837957, loss_idmrf: 4.342873, loss_adv_gen: -180.066620, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:40:55,511 - INFO - [Train] step: 27799, loss_adv_disc: -3.368712, lr_disc: 0.000010
+2023-03-20 14:40:55,715 - INFO - [Train] step: 27799, loss_mpn: 0.072928, loss_rec: 0.098247, loss_semantic: 0.927127, loss_idmrf: 6.453196, loss_adv_gen: -177.689209, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:41:25,464 - INFO - [Train] step: 27899, loss_adv_disc: -4.817209, lr_disc: 0.000010
+2023-03-20 14:41:25,661 - INFO - [Train] step: 27899, loss_mpn: 0.050099, loss_rec: 0.072534, loss_semantic: 0.803050, loss_idmrf: 4.574539, loss_adv_gen: -208.697235, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:41:55,555 - INFO - [Train] step: 27999, loss_adv_disc: 0.233805, lr_disc: 0.000010
+2023-03-20 14:41:55,754 - INFO - [Train] step: 27999, loss_mpn: 0.086248, loss_rec: 0.080538, loss_semantic: 0.797896, loss_idmrf: 3.868302, loss_adv_gen: -185.636475, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:42:43,439 - INFO - [Eval] step: 27999, bce: 0.136110, psnr: 24.418941, ssim: 0.826405
+2023-03-20 14:43:18,049 - INFO - [Train] step: 28099, loss_adv_disc: -3.656153, lr_disc: 0.000010
+2023-03-20 14:43:18,252 - INFO - [Train] step: 28099, loss_mpn: 0.067239, loss_rec: 0.072064, loss_semantic: 0.778561, loss_idmrf: 4.438550, loss_adv_gen: -179.567703, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:43:48,323 - INFO - [Train] step: 28199, loss_adv_disc: 1.062657, lr_disc: 0.000010
+2023-03-20 14:43:48,531 - INFO - [Train] step: 28199, loss_mpn: 0.018277, loss_rec: 0.030633, loss_semantic: 0.505130, loss_idmrf: 1.993496, loss_adv_gen: -178.702240, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:44:19,065 - INFO - [Train] step: 28299, loss_adv_disc: -13.011091, lr_disc: 0.000010
+2023-03-20 14:44:19,269 - INFO - [Train] step: 28299, loss_mpn: 0.009067, loss_rec: 0.067967, loss_semantic: 0.696669, loss_idmrf: 4.331929, loss_adv_gen: -161.802887, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:44:49,839 - INFO - [Train] step: 28399, loss_adv_disc: -1.928154, lr_disc: 0.000010
+2023-03-20 14:44:50,043 - INFO - [Train] step: 28399, loss_mpn: 0.032009, loss_rec: 0.089208, loss_semantic: 0.827866, loss_idmrf: 4.694161, loss_adv_gen: -170.076660, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:45:20,655 - INFO - [Train] step: 28499, loss_adv_disc: 1.150281, lr_disc: 0.000010
+2023-03-20 14:45:20,854 - INFO - [Train] step: 28499, loss_mpn: 0.060493, loss_rec: 0.038942, loss_semantic: 0.622073, loss_idmrf: 3.096865, loss_adv_gen: -164.930206, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:45:50,796 - INFO - [Train] step: 28599, loss_adv_disc: 0.479417, lr_disc: 0.000010
+2023-03-20 14:45:50,999 - INFO - [Train] step: 28599, loss_mpn: 0.052139, loss_rec: 0.051516, loss_semantic: 0.651077, loss_idmrf: 2.652774, loss_adv_gen: -202.599884, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:46:21,001 - INFO - [Train] step: 28699, loss_adv_disc: 2.303137, lr_disc: 0.000010
+2023-03-20 14:46:21,200 - INFO - [Train] step: 28699, loss_mpn: 0.065247, loss_rec: 0.048807, loss_semantic: 0.642195, loss_idmrf: 3.284164, loss_adv_gen: -198.550674, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:46:51,033 - INFO - [Train] step: 28799, loss_adv_disc: 0.938324, lr_disc: 0.000010
+2023-03-20 14:46:51,238 - INFO - [Train] step: 28799, loss_mpn: 0.047267, loss_rec: 0.051213, loss_semantic: 0.689520, loss_idmrf: 3.262231, loss_adv_gen: -199.528290, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:47:21,141 - INFO - [Train] step: 28899, loss_adv_disc: -4.653146, lr_disc: 0.000010
+2023-03-20 14:47:21,340 - INFO - [Train] step: 28899, loss_mpn: 0.060000, loss_rec: 0.087260, loss_semantic: 0.989559, loss_idmrf: 6.714032, loss_adv_gen: -179.531509, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:47:51,081 - INFO - [Train] step: 28999, loss_adv_disc: -3.143706, lr_disc: 0.000010
+2023-03-20 14:47:51,282 - INFO - [Train] step: 28999, loss_mpn: 0.028163, loss_rec: 0.063156, loss_semantic: 0.721594, loss_idmrf: 3.010760, loss_adv_gen: -185.361023, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:48:38,934 - INFO - [Eval] step: 28999, bce: 0.138785, psnr: 24.461758, ssim: 0.828659
+2023-03-20 14:49:13,411 - INFO - [Train] step: 29099, loss_adv_disc: -12.866333, lr_disc: 0.000010
+2023-03-20 14:49:13,611 - INFO - [Train] step: 29099, loss_mpn: 0.022215, loss_rec: 0.081321, loss_semantic: 0.900033, loss_idmrf: 4.659144, loss_adv_gen: -170.560959, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:49:43,586 - INFO - [Train] step: 29199, loss_adv_disc: -4.109681, lr_disc: 0.000010
+2023-03-20 14:49:43,788 - INFO - [Train] step: 29199, loss_mpn: 0.040520, loss_rec: 0.063790, loss_semantic: 0.813511, loss_idmrf: 4.787940, loss_adv_gen: -189.724075, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:50:13,743 - INFO - [Train] step: 29299, loss_adv_disc: -4.493600, lr_disc: 0.000010
+2023-03-20 14:50:13,943 - INFO - [Train] step: 29299, loss_mpn: 0.031289, loss_rec: 0.054332, loss_semantic: 0.699364, loss_idmrf: 3.514216, loss_adv_gen: -188.168915, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:50:44,443 - INFO - [Train] step: 29399, loss_adv_disc: -1.277716, lr_disc: 0.000010
+2023-03-20 14:50:44,642 - INFO - [Train] step: 29399, loss_mpn: 0.022525, loss_rec: 0.051791, loss_semantic: 0.677037, loss_idmrf: 2.682546, loss_adv_gen: -181.328384, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:51:15,618 - INFO - [Train] step: 29499, loss_adv_disc: -7.546013, lr_disc: 0.000010
+2023-03-20 14:51:15,824 - INFO - [Train] step: 29499, loss_mpn: 0.033198, loss_rec: 0.081224, loss_semantic: 0.840679, loss_idmrf: 5.437633, loss_adv_gen: -149.837769, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:51:45,844 - INFO - [Train] step: 29599, loss_adv_disc: -1.882242, lr_disc: 0.000010
+2023-03-20 14:51:46,044 - INFO - [Train] step: 29599, loss_mpn: 0.068444, loss_rec: 0.080721, loss_semantic: 0.859451, loss_idmrf: 6.121171, loss_adv_gen: -163.897400, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:52:15,800 - INFO - [Train] step: 29699, loss_adv_disc: -4.194575, lr_disc: 0.000010
+2023-03-20 14:52:16,001 - INFO - [Train] step: 29699, loss_mpn: 0.042766, loss_rec: 0.094137, loss_semantic: 0.836455, loss_idmrf: 7.042737, loss_adv_gen: -176.840729, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:52:45,672 - INFO - [Train] step: 29799, loss_adv_disc: -2.822776, lr_disc: 0.000010
+2023-03-20 14:52:45,874 - INFO - [Train] step: 29799, loss_mpn: 0.017728, loss_rec: 0.064366, loss_semantic: 0.837737, loss_idmrf: 4.493688, loss_adv_gen: -188.940277, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:53:15,364 - INFO - [Train] step: 29899, loss_adv_disc: -1.607815, lr_disc: 0.000010
+2023-03-20 14:53:15,561 - INFO - [Train] step: 29899, loss_mpn: 0.030467, loss_rec: 0.040794, loss_semantic: 0.561874, loss_idmrf: 2.270197, loss_adv_gen: -177.837158, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:53:45,540 - INFO - [Train] step: 29999, loss_adv_disc: -11.410772, lr_disc: 0.000010
+2023-03-20 14:53:45,734 - INFO - [Train] step: 29999, loss_mpn: 0.041686, loss_rec: 0.068241, loss_semantic: 0.728644, loss_idmrf: 3.713159, loss_adv_gen: -157.053711, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:54:33,691 - INFO - [Eval] step: 29999, bce: 0.139608, psnr: 24.434235, ssim: 0.828054
+2023-03-20 14:55:08,732 - INFO - [Train] step: 30099, loss_adv_disc: 0.617219, lr_disc: 0.000010
+2023-03-20 14:55:08,937 - INFO - [Train] step: 30099, loss_mpn: 0.043099, loss_rec: 0.045429, loss_semantic: 0.668484, loss_idmrf: 2.908300, loss_adv_gen: -177.567444, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:55:38,930 - INFO - [Train] step: 30199, loss_adv_disc: -5.075612, lr_disc: 0.000010
+2023-03-20 14:55:39,133 - INFO - [Train] step: 30199, loss_mpn: 0.028421, loss_rec: 0.067298, loss_semantic: 0.810185, loss_idmrf: 4.951939, loss_adv_gen: -189.188644, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:56:09,439 - INFO - [Train] step: 30299, loss_adv_disc: 0.296154, lr_disc: 0.000010
+2023-03-20 14:56:09,641 - INFO - [Train] step: 30299, loss_mpn: 0.057334, loss_rec: 0.050875, loss_semantic: 0.636570, loss_idmrf: 2.660417, loss_adv_gen: -201.552139, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:56:39,436 - INFO - [Train] step: 30399, loss_adv_disc: -7.521044, lr_disc: 0.000010
+2023-03-20 14:56:39,641 - INFO - [Train] step: 30399, loss_mpn: 0.047227, loss_rec: 0.092232, loss_semantic: 0.938697, loss_idmrf: 6.000710, loss_adv_gen: -213.072906, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:57:10,370 - INFO - [Train] step: 30499, loss_adv_disc: -1.018983, lr_disc: 0.000010
+2023-03-20 14:57:10,569 - INFO - [Train] step: 30499, loss_mpn: 0.041790, loss_rec: 0.046135, loss_semantic: 0.575754, loss_idmrf: 4.648186, loss_adv_gen: -162.193573, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:57:41,222 - INFO - [Train] step: 30599, loss_adv_disc: -11.430312, lr_disc: 0.000010
+2023-03-20 14:57:41,425 - INFO - [Train] step: 30599, loss_mpn: 0.043336, loss_rec: 0.115723, loss_semantic: 1.032265, loss_idmrf: 4.335796, loss_adv_gen: -206.890808, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:58:11,301 - INFO - [Train] step: 30699, loss_adv_disc: -2.000817, lr_disc: 0.000010
+2023-03-20 14:58:11,500 - INFO - [Train] step: 30699, loss_mpn: 0.032451, loss_rec: 0.044112, loss_semantic: 0.654026, loss_idmrf: 4.144448, loss_adv_gen: -179.695267, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:58:41,777 - INFO - [Train] step: 30799, loss_adv_disc: -1.671408, lr_disc: 0.000010
+2023-03-20 14:58:41,981 - INFO - [Train] step: 30799, loss_mpn: 0.026834, loss_rec: 0.045604, loss_semantic: 0.653497, loss_idmrf: 3.339659, loss_adv_gen: -193.723160, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:59:11,844 - INFO - [Train] step: 30899, loss_adv_disc: -2.245183, lr_disc: 0.000010
+2023-03-20 14:59:12,044 - INFO - [Train] step: 30899, loss_mpn: 0.038760, loss_rec: 0.045690, loss_semantic: 0.671983, loss_idmrf: 3.894435, loss_adv_gen: -163.401398, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 14:59:41,707 - INFO - [Train] step: 30999, loss_adv_disc: -7.647630, lr_disc: 0.000010
+2023-03-20 14:59:41,907 - INFO - [Train] step: 30999, loss_mpn: 0.034403, loss_rec: 0.094454, loss_semantic: 1.094115, loss_idmrf: 5.125315, loss_adv_gen: -193.869324, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:00:32,424 - INFO - [Eval] step: 30999, bce: 0.136864, psnr: 24.453384, ssim: 0.828505
+2023-03-20 15:01:06,933 - INFO - [Train] step: 31099, loss_adv_disc: 0.596070, lr_disc: 0.000010
+2023-03-20 15:01:07,134 - INFO - [Train] step: 31099, loss_mpn: 0.018511, loss_rec: 0.027220, loss_semantic: 0.457581, loss_idmrf: 1.437343, loss_adv_gen: -181.226166, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:01:36,778 - INFO - [Train] step: 31199, loss_adv_disc: -3.054686, lr_disc: 0.000010
+2023-03-20 15:01:36,978 - INFO - [Train] step: 31199, loss_mpn: 0.031699, loss_rec: 0.069823, loss_semantic: 0.939430, loss_idmrf: 6.320594, loss_adv_gen: -182.502808, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:02:06,819 - INFO - [Train] step: 31299, loss_adv_disc: -3.754502, lr_disc: 0.000010
+2023-03-20 15:02:07,022 - INFO - [Train] step: 31299, loss_mpn: 0.038144, loss_rec: 0.041352, loss_semantic: 0.663261, loss_idmrf: 3.319520, loss_adv_gen: -153.195969, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:02:36,630 - INFO - [Train] step: 31399, loss_adv_disc: -8.027316, lr_disc: 0.000010
+2023-03-20 15:02:36,835 - INFO - [Train] step: 31399, loss_mpn: 0.026562, loss_rec: 0.074279, loss_semantic: 0.739879, loss_idmrf: 3.977905, loss_adv_gen: -170.761658, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:03:06,640 - INFO - [Train] step: 31499, loss_adv_disc: -4.772843, lr_disc: 0.000010
+2023-03-20 15:03:06,837 - INFO - [Train] step: 31499, loss_mpn: 0.098910, loss_rec: 0.143049, loss_semantic: 1.052059, loss_idmrf: 5.805182, loss_adv_gen: -206.211349, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:03:37,522 - INFO - [Train] step: 31599, loss_adv_disc: -10.030894, lr_disc: 0.000010
+2023-03-20 15:03:37,725 - INFO - [Train] step: 31599, loss_mpn: 0.020973, loss_rec: 0.061081, loss_semantic: 0.714165, loss_idmrf: 3.613331, loss_adv_gen: -190.840851, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:04:08,556 - INFO - [Train] step: 31699, loss_adv_disc: -0.806501, lr_disc: 0.000010
+2023-03-20 15:04:08,760 - INFO - [Train] step: 31699, loss_mpn: 0.025249, loss_rec: 0.042440, loss_semantic: 0.626561, loss_idmrf: 3.891871, loss_adv_gen: -184.186890, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:04:38,429 - INFO - [Train] step: 31799, loss_adv_disc: 1.015650, lr_disc: 0.000010
+2023-03-20 15:04:38,632 - INFO - [Train] step: 31799, loss_mpn: 0.042088, loss_rec: 0.047707, loss_semantic: 0.675878, loss_idmrf: 3.509898, loss_adv_gen: -215.247726, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:05:08,315 - INFO - [Train] step: 31899, loss_adv_disc: 2.567614, lr_disc: 0.000010
+2023-03-20 15:05:08,515 - INFO - [Train] step: 31899, loss_mpn: 0.015287, loss_rec: 0.040418, loss_semantic: 0.572430, loss_idmrf: 1.566923, loss_adv_gen: -222.852631, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:05:37,951 - INFO - [Train] step: 31999, loss_adv_disc: -1.831791, lr_disc: 0.000010
+2023-03-20 15:05:38,152 - INFO - [Train] step: 31999, loss_mpn: 0.067890, loss_rec: 0.117148, loss_semantic: 0.907007, loss_idmrf: 4.121489, loss_adv_gen: -195.887543, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:06:27,683 - INFO - [Eval] step: 31999, bce: 0.136981, psnr: 24.329525, ssim: 0.826724
+2023-03-20 15:07:02,211 - INFO - [Train] step: 32099, loss_adv_disc: -4.173564, lr_disc: 0.000010
+2023-03-20 15:07:02,410 - INFO - [Train] step: 32099, loss_mpn: 0.057531, loss_rec: 0.080880, loss_semantic: 0.913404, loss_idmrf: 6.438956, loss_adv_gen: -182.868195, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:07:32,303 - INFO - [Train] step: 32199, loss_adv_disc: 0.493666, lr_disc: 0.000010
+2023-03-20 15:07:32,511 - INFO - [Train] step: 32199, loss_mpn: 0.006622, loss_rec: 0.021760, loss_semantic: 0.409112, loss_idmrf: 1.648818, loss_adv_gen: -176.754044, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:08:02,207 - INFO - [Train] step: 32299, loss_adv_disc: 1.939156, lr_disc: 0.000010
+2023-03-20 15:08:02,404 - INFO - [Train] step: 32299, loss_mpn: 0.015022, loss_rec: 0.023111, loss_semantic: 0.454296, loss_idmrf: 1.773628, loss_adv_gen: -170.975525, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:08:32,253 - INFO - [Train] step: 32399, loss_adv_disc: -2.963499, lr_disc: 0.000010
+2023-03-20 15:08:32,455 - INFO - [Train] step: 32399, loss_mpn: 0.061177, loss_rec: 0.072706, loss_semantic: 0.770006, loss_idmrf: 3.942381, loss_adv_gen: -177.826508, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:09:02,576 - INFO - [Train] step: 32499, loss_adv_disc: 4.117086, lr_disc: 0.000010
+2023-03-20 15:09:02,777 - INFO - [Train] step: 32499, loss_mpn: 0.132588, loss_rec: 0.129862, loss_semantic: 0.916800, loss_idmrf: 4.479139, loss_adv_gen: -218.644318, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:09:33,187 - INFO - [Train] step: 32599, loss_adv_disc: -4.473358, lr_disc: 0.000010
+2023-03-20 15:09:33,391 - INFO - [Train] step: 32599, loss_mpn: 0.075765, loss_rec: 0.154858, loss_semantic: 1.041194, loss_idmrf: 5.361549, loss_adv_gen: -184.127350, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:10:03,744 - INFO - [Train] step: 32699, loss_adv_disc: 2.177584, lr_disc: 0.000010
+2023-03-20 15:10:03,962 - INFO - [Train] step: 32699, loss_mpn: 0.019707, loss_rec: 0.094693, loss_semantic: 0.728515, loss_idmrf: 3.514171, loss_adv_gen: -204.757309, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:10:34,497 - INFO - [Train] step: 32799, loss_adv_disc: 5.795503, lr_disc: 0.000010
+2023-03-20 15:10:34,701 - INFO - [Train] step: 32799, loss_mpn: 0.052479, loss_rec: 0.075172, loss_semantic: 0.788234, loss_idmrf: 3.580310, loss_adv_gen: -210.553925, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:11:04,435 - INFO - [Train] step: 32899, loss_adv_disc: -1.904735, lr_disc: 0.000010
+2023-03-20 15:11:04,633 - INFO - [Train] step: 32899, loss_mpn: 0.071737, loss_rec: 0.056504, loss_semantic: 0.644210, loss_idmrf: 3.373176, loss_adv_gen: -180.473480, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:11:34,139 - INFO - [Train] step: 32999, loss_adv_disc: 2.384859, lr_disc: 0.000010
+2023-03-20 15:11:34,336 - INFO - [Train] step: 32999, loss_mpn: 0.021233, loss_rec: 0.031091, loss_semantic: 0.468847, loss_idmrf: 1.211879, loss_adv_gen: -197.615952, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:12:24,204 - INFO - [Eval] step: 32999, bce: 0.135445, psnr: 24.389194, ssim: 0.828166
+2023-03-20 15:12:58,296 - INFO - [Train] step: 33099, loss_adv_disc: 2.031264, lr_disc: 0.000010
+2023-03-20 15:12:58,496 - INFO - [Train] step: 33099, loss_mpn: 0.025221, loss_rec: 0.049496, loss_semantic: 0.666736, loss_idmrf: 2.441035, loss_adv_gen: -214.811249, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:13:28,502 - INFO - [Train] step: 33199, loss_adv_disc: 2.448552, lr_disc: 0.000010
+2023-03-20 15:13:28,711 - INFO - [Train] step: 33199, loss_mpn: 0.017859, loss_rec: 0.031438, loss_semantic: 0.514585, loss_idmrf: 2.045406, loss_adv_gen: -178.141190, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:13:58,470 - INFO - [Train] step: 33299, loss_adv_disc: -6.482892, lr_disc: 0.000010
+2023-03-20 15:13:58,667 - INFO - [Train] step: 33299, loss_mpn: 0.032679, loss_rec: 0.069699, loss_semantic: 0.851815, loss_idmrf: 4.654121, loss_adv_gen: -168.479462, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:14:28,859 - INFO - [Train] step: 33399, loss_adv_disc: -8.141601, lr_disc: 0.000010
+2023-03-20 15:14:29,060 - INFO - [Train] step: 33399, loss_mpn: 0.040483, loss_rec: 0.076845, loss_semantic: 0.924517, loss_idmrf: 7.488199, loss_adv_gen: -169.353500, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:14:59,103 - INFO - [Train] step: 33499, loss_adv_disc: -3.805114, lr_disc: 0.000010
+2023-03-20 15:14:59,305 - INFO - [Train] step: 33499, loss_mpn: 0.048327, loss_rec: 0.054295, loss_semantic: 0.759516, loss_idmrf: 3.774436, loss_adv_gen: -195.957672, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:15:29,242 - INFO - [Train] step: 33599, loss_adv_disc: -2.321397, lr_disc: 0.000010
+2023-03-20 15:15:29,440 - INFO - [Train] step: 33599, loss_mpn: 0.035365, loss_rec: 0.054544, loss_semantic: 0.653573, loss_idmrf: 3.246354, loss_adv_gen: -174.214813, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:16:00,147 - INFO - [Train] step: 33699, loss_adv_disc: 2.851356, lr_disc: 0.000010
+2023-03-20 15:16:00,349 - INFO - [Train] step: 33699, loss_mpn: 0.017388, loss_rec: 0.036784, loss_semantic: 0.610980, loss_idmrf: 2.165102, loss_adv_gen: -182.502182, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:16:30,815 - INFO - [Train] step: 33799, loss_adv_disc: -8.455351, lr_disc: 0.000010
+2023-03-20 15:16:31,009 - INFO - [Train] step: 33799, loss_mpn: 0.047384, loss_rec: 0.087653, loss_semantic: 0.900845, loss_idmrf: 3.476727, loss_adv_gen: -194.049240, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:17:01,278 - INFO - [Train] step: 33899, loss_adv_disc: -3.869697, lr_disc: 0.000010
+2023-03-20 15:17:01,478 - INFO - [Train] step: 33899, loss_mpn: 0.099652, loss_rec: 0.098088, loss_semantic: 0.885535, loss_idmrf: 6.550620, loss_adv_gen: -154.347717, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:17:31,318 - INFO - [Train] step: 33999, loss_adv_disc: -5.024254, lr_disc: 0.000010
+2023-03-20 15:17:31,515 - INFO - [Train] step: 33999, loss_mpn: 0.103311, loss_rec: 0.101054, loss_semantic: 1.070320, loss_idmrf: 6.888035, loss_adv_gen: -190.671051, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:18:20,337 - INFO - [Eval] step: 33999, bce: 0.135865, psnr: 24.413883, ssim: 0.828918
+2023-03-20 15:18:55,083 - INFO - [Train] step: 34099, loss_adv_disc: -3.875367, lr_disc: 0.000010
+2023-03-20 15:18:55,278 - INFO - [Train] step: 34099, loss_mpn: 0.032573, loss_rec: 0.067896, loss_semantic: 0.810865, loss_idmrf: 4.717405, loss_adv_gen: -211.333557, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:19:24,918 - INFO - [Train] step: 34199, loss_adv_disc: -4.432295, lr_disc: 0.000010
+2023-03-20 15:19:25,118 - INFO - [Train] step: 34199, loss_mpn: 0.012397, loss_rec: 0.055049, loss_semantic: 0.678748, loss_idmrf: 4.541219, loss_adv_gen: -159.610565, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:19:54,775 - INFO - [Train] step: 34299, loss_adv_disc: -4.335776, lr_disc: 0.000010
+2023-03-20 15:19:54,979 - INFO - [Train] step: 34299, loss_mpn: 0.012263, loss_rec: 0.051171, loss_semantic: 0.647054, loss_idmrf: 4.344663, loss_adv_gen: -169.987000, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:20:24,883 - INFO - [Train] step: 34399, loss_adv_disc: 4.801554, lr_disc: 0.000010
+2023-03-20 15:20:25,083 - INFO - [Train] step: 34399, loss_mpn: 0.112506, loss_rec: 0.116755, loss_semantic: 0.965689, loss_idmrf: 5.720706, loss_adv_gen: -182.274780, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:20:54,750 - INFO - [Train] step: 34499, loss_adv_disc: -3.217029, lr_disc: 0.000010
+2023-03-20 15:20:54,953 - INFO - [Train] step: 34499, loss_mpn: 0.106040, loss_rec: 0.091143, loss_semantic: 0.921362, loss_idmrf: 4.765096, loss_adv_gen: -193.916565, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:21:24,701 - INFO - [Train] step: 34599, loss_adv_disc: 0.061364, lr_disc: 0.000010
+2023-03-20 15:21:24,907 - INFO - [Train] step: 34599, loss_mpn: 0.025391, loss_rec: 0.046901, loss_semantic: 0.640663, loss_idmrf: 2.152306, loss_adv_gen: -210.777679, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:21:54,876 - INFO - [Train] step: 34699, loss_adv_disc: -4.887045, lr_disc: 0.000010
+2023-03-20 15:21:55,073 - INFO - [Train] step: 34699, loss_mpn: 0.045286, loss_rec: 0.087879, loss_semantic: 0.963357, loss_idmrf: 6.156342, loss_adv_gen: -172.296432, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:22:25,561 - INFO - [Train] step: 34799, loss_adv_disc: -0.968804, lr_disc: 0.000010
+2023-03-20 15:22:25,766 - INFO - [Train] step: 34799, loss_mpn: 0.026528, loss_rec: 0.038783, loss_semantic: 0.579692, loss_idmrf: 2.398016, loss_adv_gen: -199.686768, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:22:56,131 - INFO - [Train] step: 34899, loss_adv_disc: 1.305377, lr_disc: 0.000010
+2023-03-20 15:22:56,329 - INFO - [Train] step: 34899, loss_mpn: 0.029696, loss_rec: 0.035261, loss_semantic: 0.524563, loss_idmrf: 1.513020, loss_adv_gen: -211.057388, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:23:27,067 - INFO - [Train] step: 34999, loss_adv_disc: -4.300002, lr_disc: 0.000010
+2023-03-20 15:23:27,273 - INFO - [Train] step: 34999, loss_mpn: 0.028984, loss_rec: 0.043132, loss_semantic: 0.621286, loss_idmrf: 3.716540, loss_adv_gen: -165.822479, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:24:16,654 - INFO - [Eval] step: 34999, bce: 0.137117, psnr: 24.362381, ssim: 0.828449
+2023-03-20 15:24:51,269 - INFO - [Train] step: 35099, loss_adv_disc: -5.758570, lr_disc: 0.000010
+2023-03-20 15:24:51,468 - INFO - [Train] step: 35099, loss_mpn: 0.032016, loss_rec: 0.072497, loss_semantic: 0.859917, loss_idmrf: 4.836303, loss_adv_gen: -200.109375, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:25:21,494 - INFO - [Train] step: 35199, loss_adv_disc: -0.051422, lr_disc: 0.000010
+2023-03-20 15:25:21,691 - INFO - [Train] step: 35199, loss_mpn: 0.070220, loss_rec: 0.062507, loss_semantic: 0.756151, loss_idmrf: 4.735928, loss_adv_gen: -207.572876, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:25:51,323 - INFO - [Train] step: 35299, loss_adv_disc: -6.639217, lr_disc: 0.000010
+2023-03-20 15:25:51,525 - INFO - [Train] step: 35299, loss_mpn: 0.027537, loss_rec: 0.110751, loss_semantic: 1.045177, loss_idmrf: 7.134646, loss_adv_gen: -183.852295, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:26:21,383 - INFO - [Train] step: 35399, loss_adv_disc: -2.492414, lr_disc: 0.000010
+2023-03-20 15:26:21,583 - INFO - [Train] step: 35399, loss_mpn: 0.037797, loss_rec: 0.055180, loss_semantic: 0.739504, loss_idmrf: 3.683553, loss_adv_gen: -185.672195, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:26:51,916 - INFO - [Train] step: 35499, loss_adv_disc: -5.423419, lr_disc: 0.000010
+2023-03-20 15:26:52,122 - INFO - [Train] step: 35499, loss_mpn: 0.026926, loss_rec: 0.069185, loss_semantic: 0.756543, loss_idmrf: 3.932108, loss_adv_gen: -153.855072, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:27:21,794 - INFO - [Train] step: 35599, loss_adv_disc: 1.017531, lr_disc: 0.000010
+2023-03-20 15:27:21,992 - INFO - [Train] step: 35599, loss_mpn: 0.012257, loss_rec: 0.035618, loss_semantic: 0.564236, loss_idmrf: 2.903961, loss_adv_gen: -180.262268, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:27:51,845 - INFO - [Train] step: 35699, loss_adv_disc: -1.014303, lr_disc: 0.000010
+2023-03-20 15:27:52,042 - INFO - [Train] step: 35699, loss_mpn: 0.074201, loss_rec: 0.076263, loss_semantic: 0.972740, loss_idmrf: 5.913215, loss_adv_gen: -206.585434, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:28:22,193 - INFO - [Train] step: 35799, loss_adv_disc: 0.449996, lr_disc: 0.000010
+2023-03-20 15:28:22,398 - INFO - [Train] step: 35799, loss_mpn: 0.035256, loss_rec: 0.051724, loss_semantic: 0.711194, loss_idmrf: 3.774428, loss_adv_gen: -230.420151, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:28:52,920 - INFO - [Train] step: 35899, loss_adv_disc: -8.287653, lr_disc: 0.000010
+2023-03-20 15:28:53,140 - INFO - [Train] step: 35899, loss_mpn: 0.030029, loss_rec: 0.131192, loss_semantic: 1.064588, loss_idmrf: 5.613685, loss_adv_gen: -162.364243, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:29:23,779 - INFO - [Train] step: 35999, loss_adv_disc: -1.006852, lr_disc: 0.000010
+2023-03-20 15:29:23,980 - INFO - [Train] step: 35999, loss_mpn: 0.073037, loss_rec: 0.077211, loss_semantic: 0.746126, loss_idmrf: 3.378831, loss_adv_gen: -204.471222, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:30:14,194 - INFO - [Eval] step: 35999, bce: 0.135883, psnr: 24.365625, ssim: 0.827297
+2023-03-20 15:30:48,870 - INFO - [Train] step: 36099, loss_adv_disc: -2.454049, lr_disc: 0.000010
+2023-03-20 15:30:49,073 - INFO - [Train] step: 36099, loss_mpn: 0.056656, loss_rec: 0.066098, loss_semantic: 0.780867, loss_idmrf: 7.279201, loss_adv_gen: -179.229065, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:31:18,881 - INFO - [Train] step: 36199, loss_adv_disc: -5.516542, lr_disc: 0.000010
+2023-03-20 15:31:19,078 - INFO - [Train] step: 36199, loss_mpn: 0.343937, loss_rec: 0.166545, loss_semantic: 1.170864, loss_idmrf: 6.483752, loss_adv_gen: -198.058762, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:31:48,598 - INFO - [Train] step: 36299, loss_adv_disc: -1.538853, lr_disc: 0.000010
+2023-03-20 15:31:48,802 - INFO - [Train] step: 36299, loss_mpn: 0.049774, loss_rec: 0.074092, loss_semantic: 0.852422, loss_idmrf: 4.472749, loss_adv_gen: -178.811646, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:32:19,029 - INFO - [Train] step: 36399, loss_adv_disc: -3.163970, lr_disc: 0.000010
+2023-03-20 15:32:19,231 - INFO - [Train] step: 36399, loss_mpn: 0.043842, loss_rec: 0.065611, loss_semantic: 0.874429, loss_idmrf: 4.372094, loss_adv_gen: -188.454590, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:32:48,958 - INFO - [Train] step: 36499, loss_adv_disc: -0.452088, lr_disc: 0.000010
+2023-03-20 15:32:49,162 - INFO - [Train] step: 36499, loss_mpn: 0.060910, loss_rec: 0.049944, loss_semantic: 0.695831, loss_idmrf: 3.493578, loss_adv_gen: -213.702820, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:33:18,903 - INFO - [Train] step: 36599, loss_adv_disc: -0.247748, lr_disc: 0.000010
+2023-03-20 15:33:19,099 - INFO - [Train] step: 36599, loss_mpn: 0.053380, loss_rec: 0.067209, loss_semantic: 0.757725, loss_idmrf: 3.070096, loss_adv_gen: -208.950317, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:33:48,904 - INFO - [Train] step: 36699, loss_adv_disc: -7.051777, lr_disc: 0.000010
+2023-03-20 15:33:49,108 - INFO - [Train] step: 36699, loss_mpn: 0.106435, loss_rec: 0.098244, loss_semantic: 0.962282, loss_idmrf: 6.169653, loss_adv_gen: -183.884430, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:34:18,837 - INFO - [Train] step: 36799, loss_adv_disc: -0.150374, lr_disc: 0.000010
+2023-03-20 15:34:19,036 - INFO - [Train] step: 36799, loss_mpn: 0.019686, loss_rec: 0.040011, loss_semantic: 0.633395, loss_idmrf: 3.237892, loss_adv_gen: -196.445023, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:34:49,088 - INFO - [Train] step: 36899, loss_adv_disc: -2.009762, lr_disc: 0.000010
+2023-03-20 15:34:49,305 - INFO - [Train] step: 36899, loss_mpn: 0.098446, loss_rec: 0.163246, loss_semantic: 1.080799, loss_idmrf: 5.881819, loss_adv_gen: -194.864807, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:35:20,171 - INFO - [Train] step: 36999, loss_adv_disc: -2.298210, lr_disc: 0.000010
+2023-03-20 15:35:20,383 - INFO - [Train] step: 36999, loss_mpn: 0.044700, loss_rec: 0.049109, loss_semantic: 0.666653, loss_idmrf: 4.546413, loss_adv_gen: -172.708145, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:36:10,323 - INFO - [Eval] step: 36999, bce: 0.134117, psnr: 24.428719, ssim: 0.828962
+2023-03-20 15:36:44,755 - INFO - [Train] step: 37099, loss_adv_disc: -0.836571, lr_disc: 0.000010
+2023-03-20 15:36:44,948 - INFO - [Train] step: 37099, loss_mpn: 0.034702, loss_rec: 0.052948, loss_semantic: 0.789613, loss_idmrf: 4.295371, loss_adv_gen: -155.423843, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:37:14,391 - INFO - [Train] step: 37199, loss_adv_disc: -6.762178, lr_disc: 0.000010
+2023-03-20 15:37:14,594 - INFO - [Train] step: 37199, loss_mpn: 0.069086, loss_rec: 0.096602, loss_semantic: 0.902343, loss_idmrf: 4.779915, loss_adv_gen: -213.936371, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:37:44,241 - INFO - [Train] step: 37299, loss_adv_disc: -2.937926, lr_disc: 0.000010
+2023-03-20 15:37:44,441 - INFO - [Train] step: 37299, loss_mpn: 0.055994, loss_rec: 0.109449, loss_semantic: 0.970329, loss_idmrf: 5.642385, loss_adv_gen: -206.095322, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:38:14,478 - INFO - [Train] step: 37399, loss_adv_disc: 0.870114, lr_disc: 0.000010
+2023-03-20 15:38:14,679 - INFO - [Train] step: 37399, loss_mpn: 0.004880, loss_rec: 0.018502, loss_semantic: 0.366619, loss_idmrf: 0.663905, loss_adv_gen: -178.025833, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:38:44,660 - INFO - [Train] step: 37499, loss_adv_disc: -9.828058, lr_disc: 0.000010
+2023-03-20 15:38:44,859 - INFO - [Train] step: 37499, loss_mpn: 0.088468, loss_rec: 0.150860, loss_semantic: 1.243685, loss_idmrf: 7.529216, loss_adv_gen: -231.304199, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:39:14,643 - INFO - [Train] step: 37599, loss_adv_disc: -3.797477, lr_disc: 0.000010
+2023-03-20 15:39:14,841 - INFO - [Train] step: 37599, loss_mpn: 0.047681, loss_rec: 0.069444, loss_semantic: 0.811180, loss_idmrf: 4.576447, loss_adv_gen: -174.329376, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:39:44,630 - INFO - [Train] step: 37699, loss_adv_disc: 1.555388, lr_disc: 0.000010
+2023-03-20 15:39:44,835 - INFO - [Train] step: 37699, loss_mpn: 0.032883, loss_rec: 0.039764, loss_semantic: 0.546156, loss_idmrf: 2.664009, loss_adv_gen: -205.728424, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:40:14,767 - INFO - [Train] step: 37799, loss_adv_disc: -7.830106, lr_disc: 0.000010
+2023-03-20 15:40:14,968 - INFO - [Train] step: 37799, loss_mpn: 0.033594, loss_rec: 0.076658, loss_semantic: 0.887060, loss_idmrf: 6.879959, loss_adv_gen: -163.479263, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:40:44,932 - INFO - [Train] step: 37899, loss_adv_disc: 1.002337, lr_disc: 0.000010
+2023-03-20 15:40:45,131 - INFO - [Train] step: 37899, loss_mpn: 0.069456, loss_rec: 0.084380, loss_semantic: 0.913149, loss_idmrf: 4.960907, loss_adv_gen: -196.873215, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:41:15,533 - INFO - [Train] step: 37999, loss_adv_disc: -2.182576, lr_disc: 0.000010
+2023-03-20 15:41:15,739 - INFO - [Train] step: 37999, loss_mpn: 0.018420, loss_rec: 0.072883, loss_semantic: 0.782942, loss_idmrf: 6.894656, loss_adv_gen: -158.242218, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:42:06,751 - INFO - [Eval] step: 37999, bce: 0.135700, psnr: 24.379921, ssim: 0.827349
+2023-03-20 15:42:40,827 - INFO - [Train] step: 38099, loss_adv_disc: -2.163214, lr_disc: 0.000010
+2023-03-20 15:42:41,027 - INFO - [Train] step: 38099, loss_mpn: 0.066823, loss_rec: 0.088925, loss_semantic: 0.841712, loss_idmrf: 4.580246, loss_adv_gen: -223.598648, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:43:10,517 - INFO - [Train] step: 38199, loss_adv_disc: -1.964137, lr_disc: 0.000010
+2023-03-20 15:43:10,715 - INFO - [Train] step: 38199, loss_mpn: 0.046566, loss_rec: 0.052208, loss_semantic: 0.718443, loss_idmrf: 4.741996, loss_adv_gen: -187.051361, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:43:40,847 - INFO - [Train] step: 38299, loss_adv_disc: -6.081344, lr_disc: 0.000010
+2023-03-20 15:43:41,048 - INFO - [Train] step: 38299, loss_mpn: 0.039953, loss_rec: 0.088508, loss_semantic: 0.893852, loss_idmrf: 6.642544, loss_adv_gen: -181.030670, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:44:10,759 - INFO - [Train] step: 38399, loss_adv_disc: -20.597191, lr_disc: 0.000010
+2023-03-20 15:44:10,957 - INFO - [Train] step: 38399, loss_mpn: 0.040890, loss_rec: 0.133584, loss_semantic: 1.052756, loss_idmrf: 6.577509, loss_adv_gen: -174.648636, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:44:40,690 - INFO - [Train] step: 38499, loss_adv_disc: -2.990070, lr_disc: 0.000010
+2023-03-20 15:44:40,887 - INFO - [Train] step: 38499, loss_mpn: 0.032286, loss_rec: 0.058896, loss_semantic: 0.713539, loss_idmrf: 4.194704, loss_adv_gen: -186.383240, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:45:10,653 - INFO - [Train] step: 38599, loss_adv_disc: -1.940852, lr_disc: 0.000010
+2023-03-20 15:45:10,852 - INFO - [Train] step: 38599, loss_mpn: 0.077282, loss_rec: 0.103322, loss_semantic: 0.985146, loss_idmrf: 4.949107, loss_adv_gen: -156.019043, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:45:40,411 - INFO - [Train] step: 38699, loss_adv_disc: -9.727827, lr_disc: 0.000010
+2023-03-20 15:45:40,616 - INFO - [Train] step: 38699, loss_mpn: 0.112963, loss_rec: 0.167491, loss_semantic: 1.232703, loss_idmrf: 7.542141, loss_adv_gen: -200.091125, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:46:10,540 - INFO - [Train] step: 38799, loss_adv_disc: -21.874660, lr_disc: 0.000010
+2023-03-20 15:46:10,740 - INFO - [Train] step: 38799, loss_mpn: 0.287985, loss_rec: 0.138287, loss_semantic: 0.950525, loss_idmrf: 6.029851, loss_adv_gen: -184.155426, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:46:40,603 - INFO - [Train] step: 38899, loss_adv_disc: 0.461430, lr_disc: 0.000010
+2023-03-20 15:46:40,803 - INFO - [Train] step: 38899, loss_mpn: 0.055775, loss_rec: 0.053976, loss_semantic: 0.747192, loss_idmrf: 4.032565, loss_adv_gen: -182.941711, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:47:10,483 - INFO - [Train] step: 38999, loss_adv_disc: -7.359669, lr_disc: 0.000010
+2023-03-20 15:47:10,680 - INFO - [Train] step: 38999, loss_mpn: 0.178661, loss_rec: 0.115096, loss_semantic: 1.066801, loss_idmrf: 8.132130, loss_adv_gen: -192.137314, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:48:03,977 - INFO - [Eval] step: 38999, bce: 0.135684, psnr: 24.444437, ssim: 0.828472
+2023-03-20 15:48:39,418 - INFO - [Train] step: 39099, loss_adv_disc: -0.268915, lr_disc: 0.000010
+2023-03-20 15:48:39,619 - INFO - [Train] step: 39099, loss_mpn: 0.062083, loss_rec: 0.086747, loss_semantic: 1.007966, loss_idmrf: 6.276790, loss_adv_gen: -180.766769, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:49:09,171 - INFO - [Train] step: 39199, loss_adv_disc: -9.321383, lr_disc: 0.000010
+2023-03-20 15:49:09,369 - INFO - [Train] step: 39199, loss_mpn: 0.048269, loss_rec: 0.106425, loss_semantic: 1.130373, loss_idmrf: 6.964234, loss_adv_gen: -166.273499, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:49:38,867 - INFO - [Train] step: 39299, loss_adv_disc: -2.615449, lr_disc: 0.000010
+2023-03-20 15:49:39,070 - INFO - [Train] step: 39299, loss_mpn: 0.036291, loss_rec: 0.051958, loss_semantic: 0.692990, loss_idmrf: 5.573142, loss_adv_gen: -164.711365, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:50:08,816 - INFO - [Train] step: 39399, loss_adv_disc: -5.533419, lr_disc: 0.000010
+2023-03-20 15:50:09,022 - INFO - [Train] step: 39399, loss_mpn: 0.068028, loss_rec: 0.135957, loss_semantic: 0.912542, loss_idmrf: 5.107198, loss_adv_gen: -202.615356, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:50:38,882 - INFO - [Train] step: 39499, loss_adv_disc: -2.400008, lr_disc: 0.000010
+2023-03-20 15:50:39,078 - INFO - [Train] step: 39499, loss_mpn: 0.034698, loss_rec: 0.058873, loss_semantic: 0.748839, loss_idmrf: 5.657395, loss_adv_gen: -176.361420, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:51:08,923 - INFO - [Train] step: 39599, loss_adv_disc: 1.313438, lr_disc: 0.000010
+2023-03-20 15:51:09,128 - INFO - [Train] step: 39599, loss_mpn: 0.049910, loss_rec: 0.068096, loss_semantic: 0.733436, loss_idmrf: 3.595098, loss_adv_gen: -205.391357, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:51:38,839 - INFO - [Train] step: 39699, loss_adv_disc: -0.542177, lr_disc: 0.000010
+2023-03-20 15:51:39,037 - INFO - [Train] step: 39699, loss_mpn: 0.036433, loss_rec: 0.053785, loss_semantic: 0.716659, loss_idmrf: 2.991929, loss_adv_gen: -190.481674, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:52:08,704 - INFO - [Train] step: 39799, loss_adv_disc: -2.502640, lr_disc: 0.000010
+2023-03-20 15:52:08,900 - INFO - [Train] step: 39799, loss_mpn: 0.027534, loss_rec: 0.042205, loss_semantic: 0.613904, loss_idmrf: 2.888922, loss_adv_gen: -179.206055, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:52:39,165 - INFO - [Train] step: 39899, loss_adv_disc: -2.414222, lr_disc: 0.000010
+2023-03-20 15:52:39,367 - INFO - [Train] step: 39899, loss_mpn: 0.039285, loss_rec: 0.056553, loss_semantic: 0.690071, loss_idmrf: 3.416569, loss_adv_gen: -190.668365, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:53:09,457 - INFO - [Train] step: 39999, loss_adv_disc: -3.246232, lr_disc: 0.000010
+2023-03-20 15:53:09,663 - INFO - [Train] step: 39999, loss_mpn: 0.023086, loss_rec: 0.044446, loss_semantic: 0.663928, loss_idmrf: 3.910877, loss_adv_gen: -182.873566, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:54:01,438 - INFO - [Eval] step: 39999, bce: 0.133789, psnr: 24.387014, ssim: 0.828383
+2023-03-20 15:54:37,203 - INFO - [Train] step: 40099, loss_adv_disc: -0.441596, lr_disc: 0.000010
+2023-03-20 15:54:37,402 - INFO - [Train] step: 40099, loss_mpn: 0.029687, loss_rec: 0.042157, loss_semantic: 0.633207, loss_idmrf: 2.656739, loss_adv_gen: -171.854828, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:55:07,618 - INFO - [Train] step: 40199, loss_adv_disc: 2.608716, lr_disc: 0.000010
+2023-03-20 15:55:07,816 - INFO - [Train] step: 40199, loss_mpn: 0.039335, loss_rec: 0.033734, loss_semantic: 0.543171, loss_idmrf: 2.553691, loss_adv_gen: -215.394226, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:55:37,606 - INFO - [Train] step: 40299, loss_adv_disc: -5.850671, lr_disc: 0.000010
+2023-03-20 15:55:37,806 - INFO - [Train] step: 40299, loss_mpn: 0.049628, loss_rec: 0.084106, loss_semantic: 0.921713, loss_idmrf: 4.641554, loss_adv_gen: -200.599121, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:56:07,796 - INFO - [Train] step: 40399, loss_adv_disc: -8.076419, lr_disc: 0.000010
+2023-03-20 15:56:07,992 - INFO - [Train] step: 40399, loss_mpn: 0.037616, loss_rec: 0.054548, loss_semantic: 0.653977, loss_idmrf: 3.044419, loss_adv_gen: -189.655029, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:56:37,800 - INFO - [Train] step: 40499, loss_adv_disc: 0.315483, lr_disc: 0.000010
+2023-03-20 15:56:38,000 - INFO - [Train] step: 40499, loss_mpn: 0.038784, loss_rec: 0.035469, loss_semantic: 0.548968, loss_idmrf: 2.831849, loss_adv_gen: -168.438049, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:57:08,144 - INFO - [Train] step: 40599, loss_adv_disc: -11.746016, lr_disc: 0.000010
+2023-03-20 15:57:08,348 - INFO - [Train] step: 40599, loss_mpn: 0.025735, loss_rec: 0.090342, loss_semantic: 0.843849, loss_idmrf: 4.700576, loss_adv_gen: -190.402496, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:57:38,225 - INFO - [Train] step: 40699, loss_adv_disc: -4.266826, lr_disc: 0.000010
+2023-03-20 15:57:38,426 - INFO - [Train] step: 40699, loss_mpn: 0.012538, loss_rec: 0.077164, loss_semantic: 0.785442, loss_idmrf: 3.491196, loss_adv_gen: -177.773849, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:58:08,231 - INFO - [Train] step: 40799, loss_adv_disc: -1.312078, lr_disc: 0.000010
+2023-03-20 15:58:08,428 - INFO - [Train] step: 40799, loss_mpn: 0.035837, loss_rec: 0.072712, loss_semantic: 0.764816, loss_idmrf: 4.463418, loss_adv_gen: -181.892456, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:58:38,419 - INFO - [Train] step: 40899, loss_adv_disc: 1.773243, lr_disc: 0.000010
+2023-03-20 15:58:38,619 - INFO - [Train] step: 40899, loss_mpn: 0.057487, loss_rec: 0.074637, loss_semantic: 0.949235, loss_idmrf: 4.112854, loss_adv_gen: -182.391739, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:59:08,320 - INFO - [Train] step: 40999, loss_adv_disc: -0.514899, lr_disc: 0.000010
+2023-03-20 15:59:08,522 - INFO - [Train] step: 40999, loss_mpn: 0.014564, loss_rec: 0.030507, loss_semantic: 0.482047, loss_idmrf: 2.364295, loss_adv_gen: -173.092819, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 15:59:56,830 - INFO - [Eval] step: 40999, bce: 0.135366, psnr: 24.489681, ssim: 0.828265
+2023-03-20 16:00:32,321 - INFO - [Train] step: 41099, loss_adv_disc: -2.013830, lr_disc: 0.000010
+2023-03-20 16:00:32,518 - INFO - [Train] step: 41099, loss_mpn: 0.045456, loss_rec: 0.057281, loss_semantic: 0.745573, loss_idmrf: 3.677755, loss_adv_gen: -193.549316, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:01:02,981 - INFO - [Train] step: 41199, loss_adv_disc: -4.394248, lr_disc: 0.000010
+2023-03-20 16:01:03,193 - INFO - [Train] step: 41199, loss_mpn: 0.255977, loss_rec: 0.127175, loss_semantic: 0.949256, loss_idmrf: 5.748012, loss_adv_gen: -169.344223, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:01:33,508 - INFO - [Train] step: 41299, loss_adv_disc: -3.801017, lr_disc: 0.000010
+2023-03-20 16:01:33,713 - INFO - [Train] step: 41299, loss_mpn: 0.053415, loss_rec: 0.076180, loss_semantic: 0.927143, loss_idmrf: 5.052809, loss_adv_gen: -184.315094, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:02:03,567 - INFO - [Train] step: 41399, loss_adv_disc: -2.838401, lr_disc: 0.000010
+2023-03-20 16:02:03,767 - INFO - [Train] step: 41399, loss_mpn: 0.031137, loss_rec: 0.072899, loss_semantic: 0.844690, loss_idmrf: 5.615524, loss_adv_gen: -170.340942, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:02:33,785 - INFO - [Train] step: 41499, loss_adv_disc: -5.691446, lr_disc: 0.000010
+2023-03-20 16:02:33,986 - INFO - [Train] step: 41499, loss_mpn: 0.056129, loss_rec: 0.082874, loss_semantic: 0.943767, loss_idmrf: 5.814551, loss_adv_gen: -195.897903, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:03:04,006 - INFO - [Train] step: 41599, loss_adv_disc: 0.609852, lr_disc: 0.000010
+2023-03-20 16:03:04,210 - INFO - [Train] step: 41599, loss_mpn: 0.047072, loss_rec: 0.048370, loss_semantic: 0.681693, loss_idmrf: 5.002410, loss_adv_gen: -183.919067, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:03:34,358 - INFO - [Train] step: 41699, loss_adv_disc: -1.051652, lr_disc: 0.000010
+2023-03-20 16:03:34,561 - INFO - [Train] step: 41699, loss_mpn: 0.084643, loss_rec: 0.046062, loss_semantic: 0.551000, loss_idmrf: 4.194170, loss_adv_gen: -213.801544, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:04:04,167 - INFO - [Train] step: 41799, loss_adv_disc: 0.910203, lr_disc: 0.000010
+2023-03-20 16:04:04,370 - INFO - [Train] step: 41799, loss_mpn: 0.016216, loss_rec: 0.029457, loss_semantic: 0.487905, loss_idmrf: 1.545325, loss_adv_gen: -198.535263, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:04:34,145 - INFO - [Train] step: 41899, loss_adv_disc: -7.620114, lr_disc: 0.000010
+2023-03-20 16:04:34,346 - INFO - [Train] step: 41899, loss_mpn: 0.074292, loss_rec: 0.085705, loss_semantic: 0.863252, loss_idmrf: 7.218132, loss_adv_gen: -173.354782, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:05:04,882 - INFO - [Train] step: 41999, loss_adv_disc: -5.004148, lr_disc: 0.000010
+2023-03-20 16:05:05,088 - INFO - [Train] step: 41999, loss_mpn: 0.021157, loss_rec: 0.051748, loss_semantic: 0.634104, loss_idmrf: 3.094573, loss_adv_gen: -187.299225, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:05:54,925 - INFO - [Eval] step: 41999, bce: 0.133821, psnr: 24.511522, ssim: 0.828751
+2023-03-20 16:06:29,580 - INFO - [Train] step: 42099, loss_adv_disc: -6.916527, lr_disc: 0.000010
+2023-03-20 16:06:29,781 - INFO - [Train] step: 42099, loss_mpn: 0.029016, loss_rec: 0.057823, loss_semantic: 0.717667, loss_idmrf: 3.986248, loss_adv_gen: -198.000000, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:07:00,148 - INFO - [Train] step: 42199, loss_adv_disc: -12.499114, lr_disc: 0.000010
+2023-03-20 16:07:00,352 - INFO - [Train] step: 42199, loss_mpn: 0.060605, loss_rec: 0.088633, loss_semantic: 0.925128, loss_idmrf: 7.148428, loss_adv_gen: -184.745697, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:07:31,159 - INFO - [Train] step: 42299, loss_adv_disc: -3.067725, lr_disc: 0.000010
+2023-03-20 16:07:31,361 - INFO - [Train] step: 42299, loss_mpn: 0.034879, loss_rec: 0.051909, loss_semantic: 0.614873, loss_idmrf: 2.561372, loss_adv_gen: -182.980103, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:08:01,469 - INFO - [Train] step: 42399, loss_adv_disc: -0.838151, lr_disc: 0.000010
+2023-03-20 16:08:01,677 - INFO - [Train] step: 42399, loss_mpn: 0.077197, loss_rec: 0.062300, loss_semantic: 0.806223, loss_idmrf: 4.371752, loss_adv_gen: -181.707687, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:08:31,638 - INFO - [Train] step: 42499, loss_adv_disc: -1.539342, lr_disc: 0.000010
+2023-03-20 16:08:31,838 - INFO - [Train] step: 42499, loss_mpn: 0.051940, loss_rec: 0.045856, loss_semantic: 0.682010, loss_idmrf: 3.108684, loss_adv_gen: -210.827515, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:09:01,346 - INFO - [Train] step: 42599, loss_adv_disc: -7.331907, lr_disc: 0.000010
+2023-03-20 16:09:01,547 - INFO - [Train] step: 42599, loss_mpn: 0.025786, loss_rec: 0.092509, loss_semantic: 0.945912, loss_idmrf: 6.166511, loss_adv_gen: -191.976746, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:09:31,639 - INFO - [Train] step: 42699, loss_adv_disc: 0.128430, lr_disc: 0.000010
+2023-03-20 16:09:31,834 - INFO - [Train] step: 42699, loss_mpn: 0.008142, loss_rec: 0.027757, loss_semantic: 0.483719, loss_idmrf: 1.509198, loss_adv_gen: -188.765884, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:10:01,901 - INFO - [Train] step: 42799, loss_adv_disc: -0.475348, lr_disc: 0.000010
+2023-03-20 16:10:02,109 - INFO - [Train] step: 42799, loss_mpn: 0.022940, loss_rec: 0.044172, loss_semantic: 0.629374, loss_idmrf: 3.906033, loss_adv_gen: -193.118607, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:10:31,977 - INFO - [Train] step: 42899, loss_adv_disc: -6.256655, lr_disc: 0.000010
+2023-03-20 16:10:32,183 - INFO - [Train] step: 42899, loss_mpn: 0.059331, loss_rec: 0.099180, loss_semantic: 0.936782, loss_idmrf: 6.087488, loss_adv_gen: -205.347046, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:11:02,200 - INFO - [Train] step: 42999, loss_adv_disc: -7.660632, lr_disc: 0.000010
+2023-03-20 16:11:02,401 - INFO - [Train] step: 42999, loss_mpn: 0.015220, loss_rec: 0.079538, loss_semantic: 0.707635, loss_idmrf: 3.893704, loss_adv_gen: -187.013184, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:11:50,920 - INFO - [Eval] step: 42999, bce: 0.139747, psnr: 24.396425, ssim: 0.827238
+2023-03-20 16:12:25,627 - INFO - [Train] step: 43099, loss_adv_disc: -5.548696, lr_disc: 0.000010
+2023-03-20 16:12:25,829 - INFO - [Train] step: 43099, loss_mpn: 0.037704, loss_rec: 0.105552, loss_semantic: 0.954673, loss_idmrf: 6.709530, loss_adv_gen: -172.722290, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:12:56,007 - INFO - [Train] step: 43199, loss_adv_disc: 0.738916, lr_disc: 0.000010
+2023-03-20 16:12:56,210 - INFO - [Train] step: 43199, loss_mpn: 0.047801, loss_rec: 0.062558, loss_semantic: 0.752351, loss_idmrf: 4.662565, loss_adv_gen: -194.061768, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:13:26,565 - INFO - [Train] step: 43299, loss_adv_disc: -4.772186, lr_disc: 0.000010
+2023-03-20 16:13:26,770 - INFO - [Train] step: 43299, loss_mpn: 0.027494, loss_rec: 0.060377, loss_semantic: 0.836533, loss_idmrf: 4.977281, loss_adv_gen: -170.974747, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:13:57,362 - INFO - [Train] step: 43399, loss_adv_disc: -5.778029, lr_disc: 0.000010
+2023-03-20 16:13:57,571 - INFO - [Train] step: 43399, loss_mpn: 0.061466, loss_rec: 0.119786, loss_semantic: 0.965418, loss_idmrf: 5.676849, loss_adv_gen: -192.617310, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:14:27,860 - INFO - [Train] step: 43499, loss_adv_disc: 1.992559, lr_disc: 0.000010
+2023-03-20 16:14:28,062 - INFO - [Train] step: 43499, loss_mpn: 0.044714, loss_rec: 0.056806, loss_semantic: 0.705390, loss_idmrf: 3.251641, loss_adv_gen: -209.218994, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:14:57,869 - INFO - [Train] step: 43599, loss_adv_disc: -16.455900, lr_disc: 0.000010
+2023-03-20 16:14:58,067 - INFO - [Train] step: 43599, loss_mpn: 0.012463, loss_rec: 0.085756, loss_semantic: 0.794207, loss_idmrf: 4.451429, loss_adv_gen: -170.371033, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:15:28,060 - INFO - [Train] step: 43699, loss_adv_disc: 1.006292, lr_disc: 0.000010
+2023-03-20 16:15:28,264 - INFO - [Train] step: 43699, loss_mpn: 0.098253, loss_rec: 0.073348, loss_semantic: 0.789336, loss_idmrf: 3.138997, loss_adv_gen: -240.067383, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:15:58,338 - INFO - [Train] step: 43799, loss_adv_disc: -11.606207, lr_disc: 0.000010
+2023-03-20 16:15:58,538 - INFO - [Train] step: 43799, loss_mpn: 0.028977, loss_rec: 0.087398, loss_semantic: 0.864206, loss_idmrf: 4.799387, loss_adv_gen: -156.211456, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:16:28,475 - INFO - [Train] step: 43899, loss_adv_disc: -0.800757, lr_disc: 0.000010
+2023-03-20 16:16:28,678 - INFO - [Train] step: 43899, loss_mpn: 0.087040, loss_rec: 0.056730, loss_semantic: 0.682790, loss_idmrf: 4.181925, loss_adv_gen: -196.541687, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:16:58,581 - INFO - [Train] step: 43999, loss_adv_disc: 21.923046, lr_disc: 0.000010
+2023-03-20 16:16:58,793 - INFO - [Train] step: 43999, loss_mpn: 0.021027, loss_rec: 0.148015, loss_semantic: 0.772953, loss_idmrf: 5.036377, loss_adv_gen: -201.392380, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:17:46,959 - INFO - [Eval] step: 43999, bce: 0.132970, psnr: 24.422472, ssim: 0.828004
+2023-03-20 16:18:21,746 - INFO - [Train] step: 44099, loss_adv_disc: -0.909221, lr_disc: 0.000010
+2023-03-20 16:18:21,955 - INFO - [Train] step: 44099, loss_mpn: 0.018842, loss_rec: 0.037348, loss_semantic: 0.566361, loss_idmrf: 2.962695, loss_adv_gen: -198.034790, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:18:51,902 - INFO - [Train] step: 44199, loss_adv_disc: 3.528119, lr_disc: 0.000010
+2023-03-20 16:18:52,102 - INFO - [Train] step: 44199, loss_mpn: 0.035556, loss_rec: 0.065681, loss_semantic: 0.762201, loss_idmrf: 3.661844, loss_adv_gen: -220.756393, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:19:22,129 - INFO - [Train] step: 44299, loss_adv_disc: -4.392885, lr_disc: 0.000010
+2023-03-20 16:19:22,347 - INFO - [Train] step: 44299, loss_mpn: 0.112198, loss_rec: 0.101902, loss_semantic: 1.033044, loss_idmrf: 6.284934, loss_adv_gen: -190.716431, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:19:52,892 - INFO - [Train] step: 44399, loss_adv_disc: -3.469247, lr_disc: 0.000010
+2023-03-20 16:19:53,092 - INFO - [Train] step: 44399, loss_mpn: 0.025774, loss_rec: 0.058175, loss_semantic: 0.732092, loss_idmrf: 3.377634, loss_adv_gen: -203.058868, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:20:23,610 - INFO - [Train] step: 44499, loss_adv_disc: 0.401913, lr_disc: 0.000010
+2023-03-20 16:20:23,812 - INFO - [Train] step: 44499, loss_mpn: 0.037654, loss_rec: 0.093041, loss_semantic: 0.765474, loss_idmrf: 4.048811, loss_adv_gen: -197.705597, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:20:53,800 - INFO - [Train] step: 44599, loss_adv_disc: -12.838990, lr_disc: 0.000010
+2023-03-20 16:20:53,999 - INFO - [Train] step: 44599, loss_mpn: 0.035270, loss_rec: 0.097501, loss_semantic: 1.036764, loss_idmrf: 5.134279, loss_adv_gen: -179.413513, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:21:23,954 - INFO - [Train] step: 44699, loss_adv_disc: -3.228254, lr_disc: 0.000010
+2023-03-20 16:21:24,159 - INFO - [Train] step: 44699, loss_mpn: 0.040652, loss_rec: 0.077430, loss_semantic: 0.807491, loss_idmrf: 4.897048, loss_adv_gen: -187.460480, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:21:54,303 - INFO - [Train] step: 44799, loss_adv_disc: -7.633480, lr_disc: 0.000010
+2023-03-20 16:21:54,504 - INFO - [Train] step: 44799, loss_mpn: 0.151454, loss_rec: 0.100089, loss_semantic: 0.973887, loss_idmrf: 5.044521, loss_adv_gen: -177.015015, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:22:24,581 - INFO - [Train] step: 44899, loss_adv_disc: -8.450857, lr_disc: 0.000010
+2023-03-20 16:22:24,786 - INFO - [Train] step: 44899, loss_mpn: 0.046442, loss_rec: 0.064804, loss_semantic: 0.779705, loss_idmrf: 6.778904, loss_adv_gen: -184.888306, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:22:55,069 - INFO - [Train] step: 44999, loss_adv_disc: -3.520085, lr_disc: 0.000010
+2023-03-20 16:22:55,271 - INFO - [Train] step: 44999, loss_mpn: 0.019644, loss_rec: 0.040378, loss_semantic: 0.569920, loss_idmrf: 2.846093, loss_adv_gen: -211.716080, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:23:45,058 - INFO - [Eval] step: 44999, bce: 0.134193, psnr: 24.452742, ssim: 0.828407
+2023-03-20 16:24:20,321 - INFO - [Train] step: 45099, loss_adv_disc: -1.232124, lr_disc: 0.000010
+2023-03-20 16:24:20,526 - INFO - [Train] step: 45099, loss_mpn: 0.020022, loss_rec: 0.043205, loss_semantic: 0.694797, loss_idmrf: 3.382210, loss_adv_gen: -174.092377, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:24:50,654 - INFO - [Train] step: 45199, loss_adv_disc: 0.276230, lr_disc: 0.000010
+2023-03-20 16:24:50,855 - INFO - [Train] step: 45199, loss_mpn: 0.018936, loss_rec: 0.037659, loss_semantic: 0.567713, loss_idmrf: 1.637465, loss_adv_gen: -208.661423, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:25:20,707 - INFO - [Train] step: 45299, loss_adv_disc: -6.936453, lr_disc: 0.000010
+2023-03-20 16:25:20,908 - INFO - [Train] step: 45299, loss_mpn: 0.052306, loss_rec: 0.088776, loss_semantic: 0.924054, loss_idmrf: 6.076164, loss_adv_gen: -171.359970, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:25:51,923 - INFO - [Train] step: 45399, loss_adv_disc: -2.388546, lr_disc: 0.000010
+2023-03-20 16:25:52,128 - INFO - [Train] step: 45399, loss_mpn: 0.039086, loss_rec: 0.059585, loss_semantic: 0.739017, loss_idmrf: 4.399354, loss_adv_gen: -206.604675, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:26:23,015 - INFO - [Train] step: 45499, loss_adv_disc: -14.630577, lr_disc: 0.000010
+2023-03-20 16:26:23,235 - INFO - [Train] step: 45499, loss_mpn: 0.015887, loss_rec: 0.107813, loss_semantic: 1.030936, loss_idmrf: 6.319298, loss_adv_gen: -219.350189, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:26:53,527 - INFO - [Train] step: 45599, loss_adv_disc: 1.194679, lr_disc: 0.000010
+2023-03-20 16:26:53,729 - INFO - [Train] step: 45599, loss_mpn: 0.024498, loss_rec: 0.063229, loss_semantic: 0.807514, loss_idmrf: 3.895813, loss_adv_gen: -193.444290, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:27:23,720 - INFO - [Train] step: 45699, loss_adv_disc: 1.850890, lr_disc: 0.000010
+2023-03-20 16:27:23,924 - INFO - [Train] step: 45699, loss_mpn: 0.017353, loss_rec: 0.063127, loss_semantic: 0.652008, loss_idmrf: 2.169180, loss_adv_gen: -218.195663, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:27:54,182 - INFO - [Train] step: 45799, loss_adv_disc: -4.657154, lr_disc: 0.000010
+2023-03-20 16:27:54,384 - INFO - [Train] step: 45799, loss_mpn: 0.074390, loss_rec: 0.059111, loss_semantic: 0.807358, loss_idmrf: 7.904822, loss_adv_gen: -173.855331, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:28:24,449 - INFO - [Train] step: 45899, loss_adv_disc: 4.616466, lr_disc: 0.000010
+2023-03-20 16:28:24,651 - INFO - [Train] step: 45899, loss_mpn: 0.126711, loss_rec: 0.068906, loss_semantic: 0.732611, loss_idmrf: 3.819891, loss_adv_gen: -197.340698, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:28:54,746 - INFO - [Train] step: 45999, loss_adv_disc: -0.365301, lr_disc: 0.000010
+2023-03-20 16:28:54,949 - INFO - [Train] step: 45999, loss_mpn: 0.059896, loss_rec: 0.041003, loss_semantic: 0.669591, loss_idmrf: 3.152006, loss_adv_gen: -202.966278, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:29:42,380 - INFO - [Eval] step: 45999, bce: 0.133285, psnr: 24.377281, ssim: 0.826568
+2023-03-20 16:30:17,111 - INFO - [Train] step: 46099, loss_adv_disc: -0.060806, lr_disc: 0.000010
+2023-03-20 16:30:17,310 - INFO - [Train] step: 46099, loss_mpn: 0.014905, loss_rec: 0.076279, loss_semantic: 0.749557, loss_idmrf: 3.791803, loss_adv_gen: -179.225006, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:30:47,239 - INFO - [Train] step: 46199, loss_adv_disc: -7.442770, lr_disc: 0.000010
+2023-03-20 16:30:47,441 - INFO - [Train] step: 46199, loss_mpn: 0.049516, loss_rec: 0.089276, loss_semantic: 1.024357, loss_idmrf: 5.531418, loss_adv_gen: -210.265350, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:31:17,669 - INFO - [Train] step: 46299, loss_adv_disc: -4.125019, lr_disc: 0.000010
+2023-03-20 16:31:17,878 - INFO - [Train] step: 46299, loss_mpn: 0.045410, loss_rec: 0.063142, loss_semantic: 0.755330, loss_idmrf: 2.559347, loss_adv_gen: -205.548523, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:31:47,902 - INFO - [Train] step: 46399, loss_adv_disc: 2.085563, lr_disc: 0.000010
+2023-03-20 16:31:48,106 - INFO - [Train] step: 46399, loss_mpn: 0.008939, loss_rec: 0.021029, loss_semantic: 0.394978, loss_idmrf: 0.907684, loss_adv_gen: -199.926178, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:32:19,127 - INFO - [Train] step: 46499, loss_adv_disc: -6.888430, lr_disc: 0.000010
+2023-03-20 16:32:19,331 - INFO - [Train] step: 46499, loss_mpn: 0.042146, loss_rec: 0.060732, loss_semantic: 0.780241, loss_idmrf: 4.900529, loss_adv_gen: -210.149078, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:32:50,138 - INFO - [Train] step: 46599, loss_adv_disc: -2.680032, lr_disc: 0.000010
+2023-03-20 16:32:50,347 - INFO - [Train] step: 46599, loss_mpn: 0.042224, loss_rec: 0.051405, loss_semantic: 0.631001, loss_idmrf: 3.065873, loss_adv_gen: -212.600372, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:33:20,737 - INFO - [Train] step: 46699, loss_adv_disc: -3.296951, lr_disc: 0.000010
+2023-03-20 16:33:20,948 - INFO - [Train] step: 46699, loss_mpn: 0.020358, loss_rec: 0.047183, loss_semantic: 0.638317, loss_idmrf: 2.277162, loss_adv_gen: -218.762085, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:33:51,378 - INFO - [Train] step: 46799, loss_adv_disc: -11.395590, lr_disc: 0.000010
+2023-03-20 16:33:51,577 - INFO - [Train] step: 46799, loss_mpn: 0.039589, loss_rec: 0.072482, loss_semantic: 0.838104, loss_idmrf: 5.702765, loss_adv_gen: -171.240311, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:34:21,879 - INFO - [Train] step: 46899, loss_adv_disc: -1.190108, lr_disc: 0.000010
+2023-03-20 16:34:22,083 - INFO - [Train] step: 46899, loss_mpn: 0.026722, loss_rec: 0.050508, loss_semantic: 0.652263, loss_idmrf: 3.417410, loss_adv_gen: -191.518478, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:34:52,265 - INFO - [Train] step: 46999, loss_adv_disc: -5.303121, lr_disc: 0.000010
+2023-03-20 16:34:52,460 - INFO - [Train] step: 46999, loss_mpn: 0.078398, loss_rec: 0.088027, loss_semantic: 1.015526, loss_idmrf: 6.201292, loss_adv_gen: -172.588470, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:35:40,095 - INFO - [Eval] step: 46999, bce: 0.135421, psnr: 24.526308, ssim: 0.830308
+2023-03-20 16:36:15,065 - INFO - [Train] step: 47099, loss_adv_disc: -4.069480, lr_disc: 0.000010
+2023-03-20 16:36:15,265 - INFO - [Train] step: 47099, loss_mpn: 0.040476, loss_rec: 0.084833, loss_semantic: 0.898410, loss_idmrf: 6.229643, loss_adv_gen: -205.874817, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:36:45,178 - INFO - [Train] step: 47199, loss_adv_disc: -0.803826, lr_disc: 0.000010
+2023-03-20 16:36:45,377 - INFO - [Train] step: 47199, loss_mpn: 0.048748, loss_rec: 0.067610, loss_semantic: 0.745909, loss_idmrf: 3.433902, loss_adv_gen: -186.704010, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:37:15,498 - INFO - [Train] step: 47299, loss_adv_disc: -5.321236, lr_disc: 0.000010
+2023-03-20 16:37:15,700 - INFO - [Train] step: 47299, loss_mpn: 0.043626, loss_rec: 0.067920, loss_semantic: 0.798993, loss_idmrf: 4.580904, loss_adv_gen: -228.721100, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:37:45,988 - INFO - [Train] step: 47399, loss_adv_disc: -5.295355, lr_disc: 0.000010
+2023-03-20 16:37:46,190 - INFO - [Train] step: 47399, loss_mpn: 0.249408, loss_rec: 0.110012, loss_semantic: 0.752187, loss_idmrf: 3.962957, loss_adv_gen: -201.707336, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:38:16,315 - INFO - [Train] step: 47499, loss_adv_disc: -3.136987, lr_disc: 0.000010
+2023-03-20 16:38:16,517 - INFO - [Train] step: 47499, loss_mpn: 0.028148, loss_rec: 0.094303, loss_semantic: 0.957909, loss_idmrf: 5.817008, loss_adv_gen: -194.539291, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:38:47,200 - INFO - [Train] step: 47599, loss_adv_disc: -5.676315, lr_disc: 0.000010
+2023-03-20 16:38:47,400 - INFO - [Train] step: 47599, loss_mpn: 0.037100, loss_rec: 0.070377, loss_semantic: 0.809397, loss_idmrf: 4.367383, loss_adv_gen: -203.897934, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:39:18,598 - INFO - [Train] step: 47699, loss_adv_disc: 1.289438, lr_disc: 0.000010
+2023-03-20 16:39:18,801 - INFO - [Train] step: 47699, loss_mpn: 0.057223, loss_rec: 0.047157, loss_semantic: 0.634371, loss_idmrf: 2.097701, loss_adv_gen: -208.815887, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:39:48,662 - INFO - [Train] step: 47799, loss_adv_disc: -0.346254, lr_disc: 0.000010
+2023-03-20 16:39:48,862 - INFO - [Train] step: 47799, loss_mpn: 0.053540, loss_rec: 0.062791, loss_semantic: 0.781676, loss_idmrf: 5.669724, loss_adv_gen: -193.298859, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:40:18,948 - INFO - [Train] step: 47899, loss_adv_disc: 1.057778, lr_disc: 0.000010
+2023-03-20 16:40:19,155 - INFO - [Train] step: 47899, loss_mpn: 0.009098, loss_rec: 0.022019, loss_semantic: 0.422931, loss_idmrf: 1.082052, loss_adv_gen: -173.666641, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:40:49,108 - INFO - [Train] step: 47999, loss_adv_disc: 2.617257, lr_disc: 0.000010
+2023-03-20 16:40:49,316 - INFO - [Train] step: 47999, loss_mpn: 0.052950, loss_rec: 0.049894, loss_semantic: 0.810409, loss_idmrf: 5.514359, loss_adv_gen: -177.287292, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:41:38,744 - INFO - [Eval] step: 47999, bce: 0.134408, psnr: 24.479467, ssim: 0.829042
+2023-03-20 16:42:13,864 - INFO - [Train] step: 48099, loss_adv_disc: -1.739837, lr_disc: 0.000010
+2023-03-20 16:42:14,065 - INFO - [Train] step: 48099, loss_mpn: 0.074080, loss_rec: 0.052448, loss_semantic: 0.674166, loss_idmrf: 3.968760, loss_adv_gen: -196.650696, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:42:44,155 - INFO - [Train] step: 48199, loss_adv_disc: 0.534951, lr_disc: 0.000010
+2023-03-20 16:42:44,356 - INFO - [Train] step: 48199, loss_mpn: 0.032278, loss_rec: 0.065817, loss_semantic: 0.842537, loss_idmrf: 5.417857, loss_adv_gen: -198.963974, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:43:14,169 - INFO - [Train] step: 48299, loss_adv_disc: -4.030836, lr_disc: 0.000010
+2023-03-20 16:43:14,368 - INFO - [Train] step: 48299, loss_mpn: 0.020150, loss_rec: 0.071302, loss_semantic: 0.711170, loss_idmrf: 3.556325, loss_adv_gen: -191.549866, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:43:45,018 - INFO - [Train] step: 48399, loss_adv_disc: 1.430659, lr_disc: 0.000010
+2023-03-20 16:43:45,226 - INFO - [Train] step: 48399, loss_mpn: 0.045193, loss_rec: 0.084787, loss_semantic: 0.886316, loss_idmrf: 6.850362, loss_adv_gen: -220.253693, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:44:15,775 - INFO - [Train] step: 48499, loss_adv_disc: -2.829523, lr_disc: 0.000010
+2023-03-20 16:44:15,982 - INFO - [Train] step: 48499, loss_mpn: 0.035384, loss_rec: 0.071513, loss_semantic: 0.732138, loss_idmrf: 3.523922, loss_adv_gen: -218.169556, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:44:46,547 - INFO - [Train] step: 48599, loss_adv_disc: 2.582987, lr_disc: 0.000010
+2023-03-20 16:44:46,748 - INFO - [Train] step: 48599, loss_mpn: 0.019140, loss_rec: 0.050976, loss_semantic: 0.621503, loss_idmrf: 3.136267, loss_adv_gen: -211.734955, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:45:17,902 - INFO - [Train] step: 48699, loss_adv_disc: -7.788098, lr_disc: 0.000010
+2023-03-20 16:45:18,105 - INFO - [Train] step: 48699, loss_mpn: 0.009698, loss_rec: 0.076883, loss_semantic: 0.747263, loss_idmrf: 4.371834, loss_adv_gen: -180.242844, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:45:49,011 - INFO - [Train] step: 48799, loss_adv_disc: 0.858557, lr_disc: 0.000010
+2023-03-20 16:45:49,217 - INFO - [Train] step: 48799, loss_mpn: 0.023320, loss_rec: 0.041742, loss_semantic: 0.560861, loss_idmrf: 1.859491, loss_adv_gen: -230.467072, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:46:19,073 - INFO - [Train] step: 48899, loss_adv_disc: -3.880276, lr_disc: 0.000010
+2023-03-20 16:46:19,276 - INFO - [Train] step: 48899, loss_mpn: 0.084951, loss_rec: 0.073882, loss_semantic: 0.822181, loss_idmrf: 5.152172, loss_adv_gen: -197.626419, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:46:49,476 - INFO - [Train] step: 48999, loss_adv_disc: -2.360266, lr_disc: 0.000010
+2023-03-20 16:46:49,673 - INFO - [Train] step: 48999, loss_mpn: 0.022431, loss_rec: 0.054896, loss_semantic: 0.684929, loss_idmrf: 4.877339, loss_adv_gen: -183.989426, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:47:37,876 - INFO - [Eval] step: 48999, bce: 0.137764, psnr: 24.560610, ssim: 0.829674
+2023-03-20 16:48:12,860 - INFO - [Train] step: 49099, loss_adv_disc: -4.726920, lr_disc: 0.000010
+2023-03-20 16:48:13,068 - INFO - [Train] step: 49099, loss_mpn: 0.064287, loss_rec: 0.095726, loss_semantic: 0.972908, loss_idmrf: 5.419351, loss_adv_gen: -205.045212, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:48:42,900 - INFO - [Train] step: 49199, loss_adv_disc: 1.747617, lr_disc: 0.000010
+2023-03-20 16:48:43,099 - INFO - [Train] step: 49199, loss_mpn: 0.043863, loss_rec: 0.091823, loss_semantic: 0.914843, loss_idmrf: 5.696605, loss_adv_gen: -185.976501, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:49:12,985 - INFO - [Train] step: 49299, loss_adv_disc: -6.003936, lr_disc: 0.000010
+2023-03-20 16:49:13,186 - INFO - [Train] step: 49299, loss_mpn: 0.122055, loss_rec: 0.125550, loss_semantic: 1.092604, loss_idmrf: 7.695342, loss_adv_gen: -202.431671, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:49:43,910 - INFO - [Train] step: 49399, loss_adv_disc: 1.513507, lr_disc: 0.000010
+2023-03-20 16:49:44,111 - INFO - [Train] step: 49399, loss_mpn: 0.006306, loss_rec: 0.022533, loss_semantic: 0.450236, loss_idmrf: 1.227823, loss_adv_gen: -213.556976, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:50:14,068 - INFO - [Train] step: 49499, loss_adv_disc: -16.382853, lr_disc: 0.000010
+2023-03-20 16:50:14,266 - INFO - [Train] step: 49499, loss_mpn: 0.022022, loss_rec: 0.087280, loss_semantic: 0.791796, loss_idmrf: 4.563657, loss_adv_gen: -213.456085, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:50:44,339 - INFO - [Train] step: 49599, loss_adv_disc: 2.460931, lr_disc: 0.000010
+2023-03-20 16:50:44,540 - INFO - [Train] step: 49599, loss_mpn: 0.069693, loss_rec: 0.071673, loss_semantic: 0.826783, loss_idmrf: 5.632863, loss_adv_gen: -200.438354, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:51:15,092 - INFO - [Train] step: 49699, loss_adv_disc: -3.917645, lr_disc: 0.000010
+2023-03-20 16:51:15,296 - INFO - [Train] step: 49699, loss_mpn: 0.077253, loss_rec: 0.067552, loss_semantic: 0.812129, loss_idmrf: 4.306695, loss_adv_gen: -187.335510, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:51:46,233 - INFO - [Train] step: 49799, loss_adv_disc: 0.373928, lr_disc: 0.000010
+2023-03-20 16:51:46,435 - INFO - [Train] step: 49799, loss_mpn: 0.053061, loss_rec: 0.039093, loss_semantic: 0.564829, loss_idmrf: 3.702941, loss_adv_gen: -185.992767, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:52:16,831 - INFO - [Train] step: 49899, loss_adv_disc: -5.062572, lr_disc: 0.000010
+2023-03-20 16:52:17,034 - INFO - [Train] step: 49899, loss_mpn: 0.110663, loss_rec: 0.132590, loss_semantic: 0.982792, loss_idmrf: 5.672822, loss_adv_gen: -226.689224, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:52:47,472 - INFO - [Train] step: 49999, loss_adv_disc: -3.591115, lr_disc: 0.000010
+2023-03-20 16:52:47,670 - INFO - [Train] step: 49999, loss_mpn: 0.035770, loss_rec: 0.089347, loss_semantic: 0.851450, loss_idmrf: 4.380286, loss_adv_gen: -201.073868, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:53:35,871 - INFO - [Eval] step: 49999, bce: 0.134275, psnr: 24.483843, ssim: 0.827879
+2023-03-20 16:54:10,826 - INFO - [Train] step: 50099, loss_adv_disc: 0.062572, lr_disc: 0.000010
+2023-03-20 16:54:11,032 - INFO - [Train] step: 50099, loss_mpn: 0.039209, loss_rec: 0.086218, loss_semantic: 0.910577, loss_idmrf: 4.825071, loss_adv_gen: -212.315155, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:54:40,598 - INFO - [Train] step: 50199, loss_adv_disc: -0.282122, lr_disc: 0.000010
+2023-03-20 16:54:40,796 - INFO - [Train] step: 50199, loss_mpn: 0.095112, loss_rec: 0.049288, loss_semantic: 0.627047, loss_idmrf: 4.484472, loss_adv_gen: -181.649902, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:55:10,666 - INFO - [Train] step: 50299, loss_adv_disc: -2.458534, lr_disc: 0.000010
+2023-03-20 16:55:10,867 - INFO - [Train] step: 50299, loss_mpn: 0.023752, loss_rec: 0.057280, loss_semantic: 0.748095, loss_idmrf: 3.855776, loss_adv_gen: -205.288574, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:55:41,029 - INFO - [Train] step: 50399, loss_adv_disc: 1.080210, lr_disc: 0.000010
+2023-03-20 16:55:41,231 - INFO - [Train] step: 50399, loss_mpn: 0.058323, loss_rec: 0.093825, loss_semantic: 0.784559, loss_idmrf: 3.150878, loss_adv_gen: -227.595261, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:56:11,347 - INFO - [Train] step: 50499, loss_adv_disc: -1.237895, lr_disc: 0.000010
+2023-03-20 16:56:11,549 - INFO - [Train] step: 50499, loss_mpn: 0.098869, loss_rec: 0.061939, loss_semantic: 0.736565, loss_idmrf: 3.831704, loss_adv_gen: -189.682297, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:56:41,315 - INFO - [Train] step: 50599, loss_adv_disc: -2.830431, lr_disc: 0.000010
+2023-03-20 16:56:41,515 - INFO - [Train] step: 50599, loss_mpn: 0.094104, loss_rec: 0.089801, loss_semantic: 0.985988, loss_idmrf: 7.439588, loss_adv_gen: -186.687042, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:57:11,492 - INFO - [Train] step: 50699, loss_adv_disc: -3.398079, lr_disc: 0.000010
+2023-03-20 16:57:11,690 - INFO - [Train] step: 50699, loss_mpn: 0.018905, loss_rec: 0.068979, loss_semantic: 0.812358, loss_idmrf: 3.550174, loss_adv_gen: -179.154755, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:57:42,391 - INFO - [Train] step: 50799, loss_adv_disc: -1.171361, lr_disc: 0.000010
+2023-03-20 16:57:42,588 - INFO - [Train] step: 50799, loss_mpn: 0.029307, loss_rec: 0.045430, loss_semantic: 0.582955, loss_idmrf: 2.029691, loss_adv_gen: -213.272751, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:58:13,214 - INFO - [Train] step: 50899, loss_adv_disc: -3.541317, lr_disc: 0.000010
+2023-03-20 16:58:13,427 - INFO - [Train] step: 50899, loss_mpn: 0.037475, loss_rec: 0.070223, loss_semantic: 0.914453, loss_idmrf: 5.047678, loss_adv_gen: -218.352997, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:58:43,904 - INFO - [Train] step: 50999, loss_adv_disc: -5.954364, lr_disc: 0.000010
+2023-03-20 16:58:44,104 - INFO - [Train] step: 50999, loss_mpn: 0.036369, loss_rec: 0.067394, loss_semantic: 0.806489, loss_idmrf: 4.621535, loss_adv_gen: -193.944885, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 16:59:32,225 - INFO - [Eval] step: 50999, bce: 0.137712, psnr: 24.447601, ssim: 0.827733
+2023-03-20 17:00:07,666 - INFO - [Train] step: 51099, loss_adv_disc: -5.175982, lr_disc: 0.000010
+2023-03-20 17:00:07,868 - INFO - [Train] step: 51099, loss_mpn: 0.049072, loss_rec: 0.083076, loss_semantic: 0.798090, loss_idmrf: 3.169032, loss_adv_gen: -218.862869, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:00:37,823 - INFO - [Train] step: 51199, loss_adv_disc: -2.431720, lr_disc: 0.000010
+2023-03-20 17:00:38,020 - INFO - [Train] step: 51199, loss_mpn: 0.070371, loss_rec: 0.045209, loss_semantic: 0.664005, loss_idmrf: 3.444539, loss_adv_gen: -195.920929, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:01:08,074 - INFO - [Train] step: 51299, loss_adv_disc: 3.369404, lr_disc: 0.000010
+2023-03-20 17:01:08,274 - INFO - [Train] step: 51299, loss_mpn: 0.086623, loss_rec: 0.060524, loss_semantic: 0.656441, loss_idmrf: 3.459278, loss_adv_gen: -212.881790, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:01:38,356 - INFO - [Train] step: 51399, loss_adv_disc: 1.042489, lr_disc: 0.000010
+2023-03-20 17:01:38,549 - INFO - [Train] step: 51399, loss_mpn: 0.027932, loss_rec: 0.029255, loss_semantic: 0.511201, loss_idmrf: 2.021203, loss_adv_gen: -208.307404, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:02:08,378 - INFO - [Train] step: 51499, loss_adv_disc: -8.103025, lr_disc: 0.000010
+2023-03-20 17:02:08,578 - INFO - [Train] step: 51499, loss_mpn: 0.038993, loss_rec: 0.114723, loss_semantic: 0.963058, loss_idmrf: 5.611632, loss_adv_gen: -181.029541, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:02:38,365 - INFO - [Train] step: 51599, loss_adv_disc: 1.680732, lr_disc: 0.000010
+2023-03-20 17:02:38,574 - INFO - [Train] step: 51599, loss_mpn: 0.041469, loss_rec: 0.032503, loss_semantic: 0.545176, loss_idmrf: 3.322374, loss_adv_gen: -197.007004, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:03:08,492 - INFO - [Train] step: 51699, loss_adv_disc: -0.298495, lr_disc: 0.000010
+2023-03-20 17:03:08,695 - INFO - [Train] step: 51699, loss_mpn: 0.022368, loss_rec: 0.046745, loss_semantic: 0.714284, loss_idmrf: 3.612430, loss_adv_gen: -210.534241, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:03:39,307 - INFO - [Train] step: 51799, loss_adv_disc: -0.170285, lr_disc: 0.000010
+2023-03-20 17:03:39,511 - INFO - [Train] step: 51799, loss_mpn: 0.039168, loss_rec: 0.049118, loss_semantic: 0.623373, loss_idmrf: 4.213124, loss_adv_gen: -211.151642, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:04:10,185 - INFO - [Train] step: 51899, loss_adv_disc: -1.691603, lr_disc: 0.000010
+2023-03-20 17:04:10,389 - INFO - [Train] step: 51899, loss_mpn: 0.035190, loss_rec: 0.081441, loss_semantic: 0.922720, loss_idmrf: 6.025849, loss_adv_gen: -191.160034, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:04:41,162 - INFO - [Train] step: 51999, loss_adv_disc: 3.292154, lr_disc: 0.000010
+2023-03-20 17:04:41,362 - INFO - [Train] step: 51999, loss_mpn: 0.011693, loss_rec: 0.020969, loss_semantic: 0.446363, loss_idmrf: 2.164533, loss_adv_gen: -200.441498, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:05:30,213 - INFO - [Eval] step: 51999, bce: 0.133281, psnr: 24.479584, ssim: 0.829452
+2023-03-20 17:06:04,916 - INFO - [Train] step: 52099, loss_adv_disc: -0.893427, lr_disc: 0.000010
+2023-03-20 17:06:05,116 - INFO - [Train] step: 52099, loss_mpn: 0.041265, loss_rec: 0.049567, loss_semantic: 0.755559, loss_idmrf: 2.867689, loss_adv_gen: -200.154999, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:06:35,065 - INFO - [Train] step: 52199, loss_adv_disc: -1.703240, lr_disc: 0.000010
+2023-03-20 17:06:35,264 - INFO - [Train] step: 52199, loss_mpn: 0.024516, loss_rec: 0.067404, loss_semantic: 0.800099, loss_idmrf: 4.847494, loss_adv_gen: -195.288727, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:07:05,150 - INFO - [Train] step: 52299, loss_adv_disc: -2.135639, lr_disc: 0.000010
+2023-03-20 17:07:05,348 - INFO - [Train] step: 52299, loss_mpn: 0.059591, loss_rec: 0.101823, loss_semantic: 0.847238, loss_idmrf: 5.379567, loss_adv_gen: -216.626083, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:07:35,526 - INFO - [Train] step: 52399, loss_adv_disc: -7.228965, lr_disc: 0.000010
+2023-03-20 17:07:35,732 - INFO - [Train] step: 52399, loss_mpn: 0.024889, loss_rec: 0.063857, loss_semantic: 0.746678, loss_idmrf: 4.166017, loss_adv_gen: -195.865295, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:08:05,446 - INFO - [Train] step: 52499, loss_adv_disc: -6.168855, lr_disc: 0.000010
+2023-03-20 17:08:05,649 - INFO - [Train] step: 52499, loss_mpn: 0.041977, loss_rec: 0.093892, loss_semantic: 1.097142, loss_idmrf: 6.529893, loss_adv_gen: -238.185455, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:08:35,774 - INFO - [Train] step: 52599, loss_adv_disc: -11.241271, lr_disc: 0.000010
+2023-03-20 17:08:35,978 - INFO - [Train] step: 52599, loss_mpn: 0.038379, loss_rec: 0.089514, loss_semantic: 0.943479, loss_idmrf: 5.121076, loss_adv_gen: -184.431396, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:09:05,922 - INFO - [Train] step: 52699, loss_adv_disc: -7.244935, lr_disc: 0.000010
+2023-03-20 17:09:06,120 - INFO - [Train] step: 52699, loss_mpn: 0.021421, loss_rec: 0.061389, loss_semantic: 0.833282, loss_idmrf: 4.496035, loss_adv_gen: -169.903610, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:09:36,297 - INFO - [Train] step: 52799, loss_adv_disc: -5.737911, lr_disc: 0.000010
+2023-03-20 17:09:36,494 - INFO - [Train] step: 52799, loss_mpn: 0.070634, loss_rec: 0.097579, loss_semantic: 0.987972, loss_idmrf: 6.298246, loss_adv_gen: -217.047470, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:10:06,570 - INFO - [Train] step: 52899, loss_adv_disc: -3.489395, lr_disc: 0.000010
+2023-03-20 17:10:06,771 - INFO - [Train] step: 52899, loss_mpn: 0.065584, loss_rec: 0.072497, loss_semantic: 0.813178, loss_idmrf: 4.717280, loss_adv_gen: -208.738373, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:10:37,713 - INFO - [Train] step: 52999, loss_adv_disc: -3.708722, lr_disc: 0.000010
+2023-03-20 17:10:37,920 - INFO - [Train] step: 52999, loss_mpn: 0.027670, loss_rec: 0.057120, loss_semantic: 0.737789, loss_idmrf: 3.704375, loss_adv_gen: -206.879257, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:11:30,049 - INFO - [Eval] step: 52999, bce: 0.135528, psnr: 24.396374, ssim: 0.828282
+2023-03-20 17:12:04,554 - INFO - [Train] step: 53099, loss_adv_disc: -2.923597, lr_disc: 0.000010
+2023-03-20 17:12:04,752 - INFO - [Train] step: 53099, loss_mpn: 0.118088, loss_rec: 0.083792, loss_semantic: 0.824213, loss_idmrf: 5.684680, loss_adv_gen: -165.381912, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:12:34,347 - INFO - [Train] step: 53199, loss_adv_disc: -5.934464, lr_disc: 0.000010
+2023-03-20 17:12:34,546 - INFO - [Train] step: 53199, loss_mpn: 0.063263, loss_rec: 0.067456, loss_semantic: 0.771836, loss_idmrf: 4.054650, loss_adv_gen: -239.623856, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:13:04,410 - INFO - [Train] step: 53299, loss_adv_disc: -20.088905, lr_disc: 0.000010
+2023-03-20 17:13:04,613 - INFO - [Train] step: 53299, loss_mpn: 0.012808, loss_rec: 0.145390, loss_semantic: 1.092647, loss_idmrf: 6.571737, loss_adv_gen: -180.467712, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:13:34,693 - INFO - [Train] step: 53399, loss_adv_disc: -2.024610, lr_disc: 0.000010
+2023-03-20 17:13:34,892 - INFO - [Train] step: 53399, loss_mpn: 0.053824, loss_rec: 0.043231, loss_semantic: 0.602783, loss_idmrf: 3.071599, loss_adv_gen: -228.003021, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:14:04,970 - INFO - [Train] step: 53499, loss_adv_disc: 1.420036, lr_disc: 0.000010
+2023-03-20 17:14:05,170 - INFO - [Train] step: 53499, loss_mpn: 0.024371, loss_rec: 0.028407, loss_semantic: 0.465229, loss_idmrf: 1.951848, loss_adv_gen: -206.981079, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:14:35,094 - INFO - [Train] step: 53599, loss_adv_disc: 0.139478, lr_disc: 0.000010
+2023-03-20 17:14:35,295 - INFO - [Train] step: 53599, loss_mpn: 0.028534, loss_rec: 0.039003, loss_semantic: 0.596160, loss_idmrf: 2.145651, loss_adv_gen: -218.378967, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:15:05,114 - INFO - [Train] step: 53699, loss_adv_disc: 1.439073, lr_disc: 0.000010
+2023-03-20 17:15:05,316 - INFO - [Train] step: 53699, loss_mpn: 0.020290, loss_rec: 0.026803, loss_semantic: 0.457843, loss_idmrf: 1.420226, loss_adv_gen: -194.349030, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:15:35,165 - INFO - [Train] step: 53799, loss_adv_disc: 1.709077, lr_disc: 0.000010
+2023-03-20 17:15:35,371 - INFO - [Train] step: 53799, loss_mpn: 0.037036, loss_rec: 0.027805, loss_semantic: 0.445258, loss_idmrf: 1.448171, loss_adv_gen: -216.170288, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:16:05,447 - INFO - [Train] step: 53899, loss_adv_disc: -1.960345, lr_disc: 0.000010
+2023-03-20 17:16:05,642 - INFO - [Train] step: 53899, loss_mpn: 0.063826, loss_rec: 0.093784, loss_semantic: 0.867299, loss_idmrf: 4.572778, loss_adv_gen: -181.342484, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:16:36,011 - INFO - [Train] step: 53999, loss_adv_disc: -13.862309, lr_disc: 0.000010
+2023-03-20 17:16:36,213 - INFO - [Train] step: 53999, loss_mpn: 0.061719, loss_rec: 0.141292, loss_semantic: 1.181130, loss_idmrf: 7.376251, loss_adv_gen: -194.667175, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:17:27,288 - INFO - [Eval] step: 53999, bce: 0.134933, psnr: 24.627701, ssim: 0.830739
+2023-03-20 17:18:02,798 - INFO - [Train] step: 54099, loss_adv_disc: 0.099444, lr_disc: 0.000010
+2023-03-20 17:18:02,995 - INFO - [Train] step: 54099, loss_mpn: 0.020102, loss_rec: 0.033443, loss_semantic: 0.526634, loss_idmrf: 2.751333, loss_adv_gen: -199.748138, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:18:32,558 - INFO - [Train] step: 54199, loss_adv_disc: -2.576409, lr_disc: 0.000010
+2023-03-20 17:18:32,758 - INFO - [Train] step: 54199, loss_mpn: 0.027453, loss_rec: 0.062419, loss_semantic: 0.756328, loss_idmrf: 4.734279, loss_adv_gen: -199.013641, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:19:02,405 - INFO - [Train] step: 54299, loss_adv_disc: -3.002060, lr_disc: 0.000010
+2023-03-20 17:19:02,605 - INFO - [Train] step: 54299, loss_mpn: 0.029692, loss_rec: 0.039098, loss_semantic: 0.556964, loss_idmrf: 2.537737, loss_adv_gen: -204.199326, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:19:32,528 - INFO - [Train] step: 54399, loss_adv_disc: -5.074027, lr_disc: 0.000010
+2023-03-20 17:19:32,733 - INFO - [Train] step: 54399, loss_mpn: 0.126019, loss_rec: 0.133773, loss_semantic: 1.136747, loss_idmrf: 5.798556, loss_adv_gen: -187.996628, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:20:03,406 - INFO - [Train] step: 54499, loss_adv_disc: -0.240846, lr_disc: 0.000010
+2023-03-20 17:20:03,604 - INFO - [Train] step: 54499, loss_mpn: 0.042183, loss_rec: 0.048439, loss_semantic: 0.658381, loss_idmrf: 4.045873, loss_adv_gen: -193.276886, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:20:33,486 - INFO - [Train] step: 54599, loss_adv_disc: -0.615663, lr_disc: 0.000010
+2023-03-20 17:20:33,686 - INFO - [Train] step: 54599, loss_mpn: 0.038559, loss_rec: 0.045571, loss_semantic: 0.602290, loss_idmrf: 2.386242, loss_adv_gen: -219.750656, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:21:03,442 - INFO - [Train] step: 54699, loss_adv_disc: 0.546442, lr_disc: 0.000010
+2023-03-20 17:21:03,646 - INFO - [Train] step: 54699, loss_mpn: 0.006791, loss_rec: 0.030639, loss_semantic: 0.483072, loss_idmrf: 1.007534, loss_adv_gen: -228.200134, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:21:34,067 - INFO - [Train] step: 54799, loss_adv_disc: 2.085641, lr_disc: 0.000010
+2023-03-20 17:21:34,261 - INFO - [Train] step: 54799, loss_mpn: 0.073412, loss_rec: 0.103343, loss_semantic: 1.023580, loss_idmrf: 3.678610, loss_adv_gen: -243.785187, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:22:04,605 - INFO - [Train] step: 54899, loss_adv_disc: 0.098088, lr_disc: 0.000010
+2023-03-20 17:22:04,810 - INFO - [Train] step: 54899, loss_mpn: 0.044668, loss_rec: 0.038791, loss_semantic: 0.570973, loss_idmrf: 2.777336, loss_adv_gen: -190.920303, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:22:35,120 - INFO - [Train] step: 54999, loss_adv_disc: 1.121297, lr_disc: 0.000010
+2023-03-20 17:22:35,328 - INFO - [Train] step: 54999, loss_mpn: 0.030249, loss_rec: 0.028091, loss_semantic: 0.500134, loss_idmrf: 2.745369, loss_adv_gen: -192.542786, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:23:31,568 - INFO - [Eval] step: 54999, bce: 0.133913, psnr: 24.426035, ssim: 0.827180
+2023-03-20 17:24:07,422 - INFO - [Train] step: 55099, loss_adv_disc: -2.800179, lr_disc: 0.000010
+2023-03-20 17:24:07,626 - INFO - [Train] step: 55099, loss_mpn: 0.045290, loss_rec: 0.062724, loss_semantic: 0.716750, loss_idmrf: 2.474885, loss_adv_gen: -225.813599, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:24:37,801 - INFO - [Train] step: 55199, loss_adv_disc: -6.897596, lr_disc: 0.000010
+2023-03-20 17:24:37,999 - INFO - [Train] step: 55199, loss_mpn: 0.032148, loss_rec: 0.072308, loss_semantic: 0.869811, loss_idmrf: 5.465618, loss_adv_gen: -202.158905, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:25:07,815 - INFO - [Train] step: 55299, loss_adv_disc: 1.146438, lr_disc: 0.000010
+2023-03-20 17:25:08,016 - INFO - [Train] step: 55299, loss_mpn: 0.103564, loss_rec: 0.094973, loss_semantic: 0.920333, loss_idmrf: 4.929767, loss_adv_gen: -188.169296, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:25:38,417 - INFO - [Train] step: 55399, loss_adv_disc: -13.519382, lr_disc: 0.000010
+2023-03-20 17:25:38,625 - INFO - [Train] step: 55399, loss_mpn: 0.045025, loss_rec: 0.090977, loss_semantic: 0.909294, loss_idmrf: 6.019392, loss_adv_gen: -193.089554, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:26:08,757 - INFO - [Train] step: 55499, loss_adv_disc: -1.917603, lr_disc: 0.000010
+2023-03-20 17:26:08,957 - INFO - [Train] step: 55499, loss_mpn: 0.039166, loss_rec: 0.054903, loss_semantic: 0.708559, loss_idmrf: 3.343287, loss_adv_gen: -221.087372, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:26:38,980 - INFO - [Train] step: 55599, loss_adv_disc: 0.938188, lr_disc: 0.000010
+2023-03-20 17:26:39,181 - INFO - [Train] step: 55599, loss_mpn: 0.068272, loss_rec: 0.102203, loss_semantic: 0.832624, loss_idmrf: 4.403486, loss_adv_gen: -194.598419, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:27:09,604 - INFO - [Train] step: 55699, loss_adv_disc: -4.208762, lr_disc: 0.000010
+2023-03-20 17:27:09,804 - INFO - [Train] step: 55699, loss_mpn: 0.057459, loss_rec: 0.103372, loss_semantic: 0.952624, loss_idmrf: 5.490027, loss_adv_gen: -200.746078, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:27:40,260 - INFO - [Train] step: 55799, loss_adv_disc: 1.849288, lr_disc: 0.000010
+2023-03-20 17:27:40,463 - INFO - [Train] step: 55799, loss_mpn: 0.013822, loss_rec: 0.033240, loss_semantic: 0.501200, loss_idmrf: 1.861675, loss_adv_gen: -217.939392, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:28:10,603 - INFO - [Train] step: 55899, loss_adv_disc: -8.177570, lr_disc: 0.000010
+2023-03-20 17:28:10,807 - INFO - [Train] step: 55899, loss_mpn: 0.051348, loss_rec: 0.096112, loss_semantic: 0.995141, loss_idmrf: 5.677928, loss_adv_gen: -206.122772, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:28:41,011 - INFO - [Train] step: 55999, loss_adv_disc: -2.185958, lr_disc: 0.000010
+2023-03-20 17:28:41,214 - INFO - [Train] step: 55999, loss_mpn: 0.014912, loss_rec: 0.045713, loss_semantic: 0.600917, loss_idmrf: 2.984821, loss_adv_gen: -201.749268, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:29:30,374 - INFO - [Eval] step: 55999, bce: 0.136185, psnr: 24.460089, ssim: 0.827452
+2023-03-20 17:30:05,977 - INFO - [Train] step: 56099, loss_adv_disc: -12.016766, lr_disc: 0.000010
+2023-03-20 17:30:06,176 - INFO - [Train] step: 56099, loss_mpn: 0.044057, loss_rec: 0.104865, loss_semantic: 1.029457, loss_idmrf: 6.424455, loss_adv_gen: -218.396378, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:30:36,693 - INFO - [Train] step: 56199, loss_adv_disc: -0.012749, lr_disc: 0.000010
+2023-03-20 17:30:36,897 - INFO - [Train] step: 56199, loss_mpn: 0.024046, loss_rec: 0.069531, loss_semantic: 0.858123, loss_idmrf: 5.093724, loss_adv_gen: -207.836258, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:31:06,802 - INFO - [Train] step: 56299, loss_adv_disc: -3.351962, lr_disc: 0.000010
+2023-03-20 17:31:07,002 - INFO - [Train] step: 56299, loss_mpn: 0.104153, loss_rec: 0.125718, loss_semantic: 1.123023, loss_idmrf: 8.015772, loss_adv_gen: -213.717285, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:31:37,086 - INFO - [Train] step: 56399, loss_adv_disc: -11.443854, lr_disc: 0.000010
+2023-03-20 17:31:37,292 - INFO - [Train] step: 56399, loss_mpn: 0.022649, loss_rec: 0.094996, loss_semantic: 0.878893, loss_idmrf: 5.111395, loss_adv_gen: -226.567047, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:32:07,354 - INFO - [Train] step: 56499, loss_adv_disc: -0.837990, lr_disc: 0.000010
+2023-03-20 17:32:07,553 - INFO - [Train] step: 56499, loss_mpn: 0.014297, loss_rec: 0.049796, loss_semantic: 0.750260, loss_idmrf: 2.943471, loss_adv_gen: -226.575424, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:32:37,553 - INFO - [Train] step: 56599, loss_adv_disc: -5.473665, lr_disc: 0.000010
+2023-03-20 17:32:37,755 - INFO - [Train] step: 56599, loss_mpn: 0.017455, loss_rec: 0.054177, loss_semantic: 0.635280, loss_idmrf: 2.833760, loss_adv_gen: -195.893463, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:33:08,174 - INFO - [Train] step: 56699, loss_adv_disc: -4.091886, lr_disc: 0.000010
+2023-03-20 17:33:08,375 - INFO - [Train] step: 56699, loss_mpn: 0.013252, loss_rec: 0.062625, loss_semantic: 0.582584, loss_idmrf: 3.501969, loss_adv_gen: -177.812561, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:33:38,691 - INFO - [Train] step: 56799, loss_adv_disc: -7.761922, lr_disc: 0.000010
+2023-03-20 17:33:38,893 - INFO - [Train] step: 56799, loss_mpn: 0.064596, loss_rec: 0.085770, loss_semantic: 0.993208, loss_idmrf: 7.094143, loss_adv_gen: -208.990128, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:34:08,598 - INFO - [Train] step: 56899, loss_adv_disc: -0.104551, lr_disc: 0.000010
+2023-03-20 17:34:08,796 - INFO - [Train] step: 56899, loss_mpn: 0.044130, loss_rec: 0.056031, loss_semantic: 0.791327, loss_idmrf: 3.738908, loss_adv_gen: -236.635010, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:34:39,205 - INFO - [Train] step: 56999, loss_adv_disc: -6.047766, lr_disc: 0.000010
+2023-03-20 17:34:39,406 - INFO - [Train] step: 56999, loss_mpn: 0.013013, loss_rec: 0.062528, loss_semantic: 0.760911, loss_idmrf: 4.825657, loss_adv_gen: -186.468124, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:35:27,748 - INFO - [Eval] step: 56999, bce: 0.134941, psnr: 24.585346, ssim: 0.829732
+2023-03-20 17:36:03,265 - INFO - [Train] step: 57099, loss_adv_disc: 0.677924, lr_disc: 0.000010
+2023-03-20 17:36:03,469 - INFO - [Train] step: 57099, loss_mpn: 0.036107, loss_rec: 0.034708, loss_semantic: 0.555691, loss_idmrf: 2.089700, loss_adv_gen: -220.024689, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:36:34,352 - INFO - [Train] step: 57199, loss_adv_disc: -8.075530, lr_disc: 0.000010
+2023-03-20 17:36:34,552 - INFO - [Train] step: 57199, loss_mpn: 0.030900, loss_rec: 0.115935, loss_semantic: 1.116833, loss_idmrf: 7.223968, loss_adv_gen: -178.569824, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:37:04,332 - INFO - [Train] step: 57299, loss_adv_disc: -5.920090, lr_disc: 0.000010
+2023-03-20 17:37:04,535 - INFO - [Train] step: 57299, loss_mpn: 0.021486, loss_rec: 0.048826, loss_semantic: 0.683916, loss_idmrf: 3.099363, loss_adv_gen: -182.526871, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:37:34,694 - INFO - [Train] step: 57399, loss_adv_disc: -3.987924, lr_disc: 0.000010
+2023-03-20 17:37:34,899 - INFO - [Train] step: 57399, loss_mpn: 0.042744, loss_rec: 0.059406, loss_semantic: 0.675217, loss_idmrf: 3.763830, loss_adv_gen: -195.598984, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:38:04,870 - INFO - [Train] step: 57499, loss_adv_disc: 0.642700, lr_disc: 0.000010
+2023-03-20 17:38:05,072 - INFO - [Train] step: 57499, loss_mpn: 0.159446, loss_rec: 0.109871, loss_semantic: 0.953167, loss_idmrf: 5.005863, loss_adv_gen: -192.934418, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:38:35,067 - INFO - [Train] step: 57599, loss_adv_disc: -4.930927, lr_disc: 0.000010
+2023-03-20 17:38:35,272 - INFO - [Train] step: 57599, loss_mpn: 0.082148, loss_rec: 0.084791, loss_semantic: 1.033622, loss_idmrf: 7.150992, loss_adv_gen: -225.164917, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:39:04,685 - INFO - [Train] step: 57699, loss_adv_disc: -5.858501, lr_disc: 0.000010
+2023-03-20 17:39:04,890 - INFO - [Train] step: 57699, loss_mpn: 0.044045, loss_rec: 0.087204, loss_semantic: 0.821340, loss_idmrf: 4.157246, loss_adv_gen: -215.257126, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:39:34,884 - INFO - [Train] step: 57799, loss_adv_disc: -4.883396, lr_disc: 0.000010
+2023-03-20 17:39:35,082 - INFO - [Train] step: 57799, loss_mpn: 0.048555, loss_rec: 0.057690, loss_semantic: 0.628879, loss_idmrf: 3.846291, loss_adv_gen: -209.823227, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:40:04,882 - INFO - [Train] step: 57899, loss_adv_disc: 2.525324, lr_disc: 0.000010
+2023-03-20 17:40:05,085 - INFO - [Train] step: 57899, loss_mpn: 0.037163, loss_rec: 0.049290, loss_semantic: 0.654398, loss_idmrf: 3.189603, loss_adv_gen: -231.025146, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:40:35,046 - INFO - [Train] step: 57999, loss_adv_disc: 0.352154, lr_disc: 0.000010
+2023-03-20 17:40:35,244 - INFO - [Train] step: 57999, loss_mpn: 0.047869, loss_rec: 0.046150, loss_semantic: 0.707350, loss_idmrf: 3.544845, loss_adv_gen: -154.919159, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:41:23,413 - INFO - [Eval] step: 57999, bce: 0.135562, psnr: 24.573042, ssim: 0.831014
+2023-03-20 17:41:58,609 - INFO - [Train] step: 58099, loss_adv_disc: -2.674030, lr_disc: 0.000010
+2023-03-20 17:41:58,813 - INFO - [Train] step: 58099, loss_mpn: 0.011071, loss_rec: 0.028041, loss_semantic: 0.463719, loss_idmrf: 2.431853, loss_adv_gen: -171.190277, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:42:29,444 - INFO - [Train] step: 58199, loss_adv_disc: -0.547171, lr_disc: 0.000010
+2023-03-20 17:42:29,645 - INFO - [Train] step: 58199, loss_mpn: 0.043961, loss_rec: 0.085764, loss_semantic: 0.803149, loss_idmrf: 5.387059, loss_adv_gen: -194.012177, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:43:00,077 - INFO - [Train] step: 58299, loss_adv_disc: -2.774894, lr_disc: 0.000010
+2023-03-20 17:43:00,282 - INFO - [Train] step: 58299, loss_mpn: 0.018545, loss_rec: 0.056292, loss_semantic: 0.722988, loss_idmrf: 2.980437, loss_adv_gen: -214.343307, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:43:30,277 - INFO - [Train] step: 58399, loss_adv_disc: 3.387978, lr_disc: 0.000010
+2023-03-20 17:43:30,481 - INFO - [Train] step: 58399, loss_mpn: 0.016207, loss_rec: 0.032824, loss_semantic: 0.589726, loss_idmrf: 1.887174, loss_adv_gen: -207.770676, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:44:00,419 - INFO - [Train] step: 58499, loss_adv_disc: -2.869566, lr_disc: 0.000010
+2023-03-20 17:44:00,621 - INFO - [Train] step: 58499, loss_mpn: 0.066689, loss_rec: 0.050300, loss_semantic: 0.663495, loss_idmrf: 3.376742, loss_adv_gen: -197.999893, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:44:30,727 - INFO - [Train] step: 58599, loss_adv_disc: -5.521599, lr_disc: 0.000010
+2023-03-20 17:44:30,929 - INFO - [Train] step: 58599, loss_mpn: 0.039797, loss_rec: 0.069239, loss_semantic: 0.809177, loss_idmrf: 6.020627, loss_adv_gen: -196.772644, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:45:00,692 - INFO - [Train] step: 58699, loss_adv_disc: -2.078354, lr_disc: 0.000010
+2023-03-20 17:45:00,895 - INFO - [Train] step: 58699, loss_mpn: 0.026795, loss_rec: 0.061785, loss_semantic: 0.779754, loss_idmrf: 3.830923, loss_adv_gen: -192.423218, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:45:31,205 - INFO - [Train] step: 58799, loss_adv_disc: -6.648911, lr_disc: 0.000010
+2023-03-20 17:45:31,405 - INFO - [Train] step: 58799, loss_mpn: 0.020585, loss_rec: 0.063983, loss_semantic: 0.819244, loss_idmrf: 4.593643, loss_adv_gen: -213.871094, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:46:01,660 - INFO - [Train] step: 58899, loss_adv_disc: -6.699059, lr_disc: 0.000010
+2023-03-20 17:46:01,865 - INFO - [Train] step: 58899, loss_mpn: 0.031236, loss_rec: 0.077676, loss_semantic: 0.957537, loss_idmrf: 6.344351, loss_adv_gen: -203.400131, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:46:31,805 - INFO - [Train] step: 58999, loss_adv_disc: -2.241783, lr_disc: 0.000010
+2023-03-20 17:46:32,017 - INFO - [Train] step: 58999, loss_mpn: 0.021808, loss_rec: 0.037486, loss_semantic: 0.559430, loss_idmrf: 2.733636, loss_adv_gen: -197.239395, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:47:20,673 - INFO - [Eval] step: 58999, bce: 0.135799, psnr: 24.527048, ssim: 0.829606
+2023-03-20 17:47:55,146 - INFO - [Train] step: 59099, loss_adv_disc: -3.620214, lr_disc: 0.000010
+2023-03-20 17:47:55,347 - INFO - [Train] step: 59099, loss_mpn: 0.143939, loss_rec: 0.081400, loss_semantic: 0.779973, loss_idmrf: 4.960688, loss_adv_gen: -176.218948, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:48:25,596 - INFO - [Train] step: 59199, loss_adv_disc: -0.503887, lr_disc: 0.000010
+2023-03-20 17:48:25,795 - INFO - [Train] step: 59199, loss_mpn: 0.048707, loss_rec: 0.061680, loss_semantic: 0.755921, loss_idmrf: 3.503150, loss_adv_gen: -200.414337, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:48:56,481 - INFO - [Train] step: 59299, loss_adv_disc: -2.487580, lr_disc: 0.000010
+2023-03-20 17:48:56,680 - INFO - [Train] step: 59299, loss_mpn: 0.044025, loss_rec: 0.066087, loss_semantic: 0.760825, loss_idmrf: 5.268753, loss_adv_gen: -185.034653, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:49:27,011 - INFO - [Train] step: 59399, loss_adv_disc: -0.660624, lr_disc: 0.000010
+2023-03-20 17:49:27,221 - INFO - [Train] step: 59399, loss_mpn: 0.082563, loss_rec: 0.095045, loss_semantic: 1.037484, loss_idmrf: 6.276117, loss_adv_gen: -216.782410, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:49:57,227 - INFO - [Train] step: 59499, loss_adv_disc: 1.707410, lr_disc: 0.000010
+2023-03-20 17:49:57,429 - INFO - [Train] step: 59499, loss_mpn: 0.015772, loss_rec: 0.029252, loss_semantic: 0.470044, loss_idmrf: 1.484684, loss_adv_gen: -225.258057, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:50:27,157 - INFO - [Train] step: 59599, loss_adv_disc: -1.984758, lr_disc: 0.000010
+2023-03-20 17:50:27,358 - INFO - [Train] step: 59599, loss_mpn: 0.055450, loss_rec: 0.063669, loss_semantic: 0.824934, loss_idmrf: 3.090842, loss_adv_gen: -247.923126, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:50:56,916 - INFO - [Train] step: 59699, loss_adv_disc: 4.432361, lr_disc: 0.000010
+2023-03-20 17:50:57,116 - INFO - [Train] step: 59699, loss_mpn: 0.082681, loss_rec: 0.082358, loss_semantic: 0.930509, loss_idmrf: 5.329870, loss_adv_gen: -211.875198, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:51:27,148 - INFO - [Train] step: 59799, loss_adv_disc: -1.183834, lr_disc: 0.000010
+2023-03-20 17:51:27,470 - INFO - [Train] step: 59799, loss_mpn: 0.037985, loss_rec: 0.178742, loss_semantic: 1.126040, loss_idmrf: 6.211483, loss_adv_gen: -201.248108, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:51:57,325 - INFO - [Train] step: 59899, loss_adv_disc: 0.890317, lr_disc: 0.000010
+2023-03-20 17:51:57,526 - INFO - [Train] step: 59899, loss_mpn: 0.007205, loss_rec: 0.021419, loss_semantic: 0.349288, loss_idmrf: 1.639585, loss_adv_gen: -218.076935, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:52:27,627 - INFO - [Train] step: 59999, loss_adv_disc: -3.319164, lr_disc: 0.000010
+2023-03-20 17:52:27,834 - INFO - [Train] step: 59999, loss_mpn: 0.086781, loss_rec: 0.078537, loss_semantic: 0.929715, loss_idmrf: 5.837780, loss_adv_gen: -221.376038, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:53:16,267 - INFO - [Eval] step: 59999, bce: 0.134226, psnr: 24.555912, ssim: 0.830290
+2023-03-20 17:53:52,131 - INFO - [Train] step: 60099, loss_adv_disc: -11.740188, lr_disc: 0.000010
+2023-03-20 17:53:52,328 - INFO - [Train] step: 60099, loss_mpn: 0.030567, loss_rec: 0.099961, loss_semantic: 0.992537, loss_idmrf: 7.372471, loss_adv_gen: -205.197876, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:54:22,067 - INFO - [Train] step: 60199, loss_adv_disc: -0.039512, lr_disc: 0.000010
+2023-03-20 17:54:22,268 - INFO - [Train] step: 60199, loss_mpn: 0.071600, loss_rec: 0.060363, loss_semantic: 0.784336, loss_idmrf: 4.748922, loss_adv_gen: -192.650360, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:54:52,858 - INFO - [Train] step: 60299, loss_adv_disc: -4.751867, lr_disc: 0.000010
+2023-03-20 17:54:53,063 - INFO - [Train] step: 60299, loss_mpn: 0.047244, loss_rec: 0.075235, loss_semantic: 0.917121, loss_idmrf: 5.317636, loss_adv_gen: -223.797516, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:55:23,766 - INFO - [Train] step: 60399, loss_adv_disc: 2.866032, lr_disc: 0.000010
+2023-03-20 17:55:23,970 - INFO - [Train] step: 60399, loss_mpn: 0.064921, loss_rec: 0.046213, loss_semantic: 0.603986, loss_idmrf: 2.529687, loss_adv_gen: -192.985474, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:55:54,592 - INFO - [Train] step: 60499, loss_adv_disc: 1.460122, lr_disc: 0.000010
+2023-03-20 17:55:54,791 - INFO - [Train] step: 60499, loss_mpn: 0.026716, loss_rec: 0.027118, loss_semantic: 0.460923, loss_idmrf: 2.895136, loss_adv_gen: -193.238266, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:56:24,526 - INFO - [Train] step: 60599, loss_adv_disc: 1.327108, lr_disc: 0.000010
+2023-03-20 17:56:24,729 - INFO - [Train] step: 60599, loss_mpn: 0.042935, loss_rec: 0.036245, loss_semantic: 0.547164, loss_idmrf: 2.175265, loss_adv_gen: -224.291382, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:56:54,632 - INFO - [Train] step: 60699, loss_adv_disc: -2.311312, lr_disc: 0.000010
+2023-03-20 17:56:54,844 - INFO - [Train] step: 60699, loss_mpn: 0.026591, loss_rec: 0.064807, loss_semantic: 0.862844, loss_idmrf: 3.830988, loss_adv_gen: -218.695831, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:57:25,495 - INFO - [Train] step: 60799, loss_adv_disc: -6.037786, lr_disc: 0.000010
+2023-03-20 17:57:25,695 - INFO - [Train] step: 60799, loss_mpn: 0.166719, loss_rec: 0.082502, loss_semantic: 0.714764, loss_idmrf: 3.675124, loss_adv_gen: -199.149918, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:57:55,453 - INFO - [Train] step: 60899, loss_adv_disc: -0.332414, lr_disc: 0.000010
+2023-03-20 17:57:55,652 - INFO - [Train] step: 60899, loss_mpn: 0.008424, loss_rec: 0.022452, loss_semantic: 0.375442, loss_idmrf: 1.188396, loss_adv_gen: -192.544495, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:58:25,513 - INFO - [Train] step: 60999, loss_adv_disc: -3.857803, lr_disc: 0.000010
+2023-03-20 17:58:25,720 - INFO - [Train] step: 60999, loss_mpn: 0.047062, loss_rec: 0.054873, loss_semantic: 0.760283, loss_idmrf: 4.174376, loss_adv_gen: -201.174377, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 17:59:13,815 - INFO - [Eval] step: 60999, bce: 0.134001, psnr: 24.556824, ssim: 0.830134
+2023-03-20 17:59:48,623 - INFO - [Train] step: 61099, loss_adv_disc: -7.819865, lr_disc: 0.000010
+2023-03-20 17:59:48,824 - INFO - [Train] step: 61099, loss_mpn: 0.181069, loss_rec: 0.142356, loss_semantic: 1.105444, loss_idmrf: 7.951147, loss_adv_gen: -217.481750, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:00:18,694 - INFO - [Train] step: 61199, loss_adv_disc: 1.045280, lr_disc: 0.000010
+2023-03-20 18:00:18,908 - INFO - [Train] step: 61199, loss_mpn: 0.020862, loss_rec: 0.030235, loss_semantic: 0.517369, loss_idmrf: 2.395506, loss_adv_gen: -222.012894, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:00:49,444 - INFO - [Train] step: 61299, loss_adv_disc: -9.877632, lr_disc: 0.000010
+2023-03-20 18:00:49,648 - INFO - [Train] step: 61299, loss_mpn: 0.016836, loss_rec: 0.083870, loss_semantic: 0.878612, loss_idmrf: 6.320432, loss_adv_gen: -186.590363, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:01:20,285 - INFO - [Train] step: 61399, loss_adv_disc: -4.184429, lr_disc: 0.000010
+2023-03-20 18:01:20,487 - INFO - [Train] step: 61399, loss_mpn: 0.036639, loss_rec: 0.052998, loss_semantic: 0.745261, loss_idmrf: 4.237740, loss_adv_gen: -185.850174, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:01:51,282 - INFO - [Train] step: 61499, loss_adv_disc: -0.845864, lr_disc: 0.000010
+2023-03-20 18:01:51,487 - INFO - [Train] step: 61499, loss_mpn: 0.020570, loss_rec: 0.039328, loss_semantic: 0.556192, loss_idmrf: 2.003116, loss_adv_gen: -223.541046, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:02:21,613 - INFO - [Train] step: 61599, loss_adv_disc: -3.842657, lr_disc: 0.000010
+2023-03-20 18:02:21,817 - INFO - [Train] step: 61599, loss_mpn: 0.084812, loss_rec: 0.066336, loss_semantic: 0.819878, loss_idmrf: 5.239415, loss_adv_gen: -207.662491, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:02:51,831 - INFO - [Train] step: 61699, loss_adv_disc: -7.201749, lr_disc: 0.000010
+2023-03-20 18:02:52,028 - INFO - [Train] step: 61699, loss_mpn: 0.053924, loss_rec: 0.109881, loss_semantic: 0.951131, loss_idmrf: 4.908270, loss_adv_gen: -230.781769, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:03:22,319 - INFO - [Train] step: 61799, loss_adv_disc: -0.495535, lr_disc: 0.000010
+2023-03-20 18:03:22,519 - INFO - [Train] step: 61799, loss_mpn: 0.017075, loss_rec: 0.033029, loss_semantic: 0.522704, loss_idmrf: 2.040606, loss_adv_gen: -200.066345, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:03:52,474 - INFO - [Train] step: 61899, loss_adv_disc: -2.861995, lr_disc: 0.000010
+2023-03-20 18:03:52,678 - INFO - [Train] step: 61899, loss_mpn: 0.039400, loss_rec: 0.062580, loss_semantic: 0.756544, loss_idmrf: 4.665855, loss_adv_gen: -194.436493, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:04:23,234 - INFO - [Train] step: 61999, loss_adv_disc: -2.455460, lr_disc: 0.000010
+2023-03-20 18:04:23,435 - INFO - [Train] step: 61999, loss_mpn: 0.026300, loss_rec: 0.104001, loss_semantic: 0.895306, loss_idmrf: 5.399744, loss_adv_gen: -226.301086, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:05:11,622 - INFO - [Eval] step: 61999, bce: 0.131646, psnr: 24.537239, ssim: 0.828463
+2023-03-20 18:05:46,185 - INFO - [Train] step: 62099, loss_adv_disc: 0.637357, lr_disc: 0.000010
+2023-03-20 18:05:46,387 - INFO - [Train] step: 62099, loss_mpn: 0.023856, loss_rec: 0.046582, loss_semantic: 0.662621, loss_idmrf: 4.023494, loss_adv_gen: -195.185699, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:06:17,114 - INFO - [Train] step: 62199, loss_adv_disc: -1.814631, lr_disc: 0.000010
+2023-03-20 18:06:17,323 - INFO - [Train] step: 62199, loss_mpn: 0.034171, loss_rec: 0.061320, loss_semantic: 0.747426, loss_idmrf: 4.392785, loss_adv_gen: -213.001785, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:06:47,335 - INFO - [Train] step: 62299, loss_adv_disc: -6.096663, lr_disc: 0.000010
+2023-03-20 18:06:47,534 - INFO - [Train] step: 62299, loss_mpn: 0.028301, loss_rec: 0.084262, loss_semantic: 0.893533, loss_idmrf: 5.465097, loss_adv_gen: -190.518433, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:07:17,949 - INFO - [Train] step: 62399, loss_adv_disc: -6.653770, lr_disc: 0.000010
+2023-03-20 18:07:18,158 - INFO - [Train] step: 62399, loss_mpn: 0.027393, loss_rec: 0.067779, loss_semantic: 0.806153, loss_idmrf: 5.289080, loss_adv_gen: -205.852036, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:07:48,982 - INFO - [Train] step: 62499, loss_adv_disc: -15.574261, lr_disc: 0.000010
+2023-03-20 18:07:49,186 - INFO - [Train] step: 62499, loss_mpn: 0.034736, loss_rec: 0.082364, loss_semantic: 0.823626, loss_idmrf: 5.451757, loss_adv_gen: -195.026733, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:08:19,556 - INFO - [Train] step: 62599, loss_adv_disc: 1.644028, lr_disc: 0.000010
+2023-03-20 18:08:19,766 - INFO - [Train] step: 62599, loss_mpn: 0.028508, loss_rec: 0.048474, loss_semantic: 0.682607, loss_idmrf: 3.188153, loss_adv_gen: -202.670090, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:08:49,823 - INFO - [Train] step: 62699, loss_adv_disc: -4.886094, lr_disc: 0.000010
+2023-03-20 18:08:50,023 - INFO - [Train] step: 62699, loss_mpn: 0.034597, loss_rec: 0.052393, loss_semantic: 0.716702, loss_idmrf: 5.125776, loss_adv_gen: -187.403931, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:09:20,302 - INFO - [Train] step: 62799, loss_adv_disc: -10.680504, lr_disc: 0.000010
+2023-03-20 18:09:20,504 - INFO - [Train] step: 62799, loss_mpn: 0.016094, loss_rec: 0.070662, loss_semantic: 0.769439, loss_idmrf: 4.939334, loss_adv_gen: -210.285461, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:09:50,552 - INFO - [Train] step: 62899, loss_adv_disc: -0.443987, lr_disc: 0.000010
+2023-03-20 18:09:50,756 - INFO - [Train] step: 62899, loss_mpn: 0.004294, loss_rec: 0.019617, loss_semantic: 0.326106, loss_idmrf: 1.090647, loss_adv_gen: -200.452728, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:10:20,766 - INFO - [Train] step: 62999, loss_adv_disc: 1.131839, lr_disc: 0.000010
+2023-03-20 18:10:20,964 - INFO - [Train] step: 62999, loss_mpn: 0.010636, loss_rec: 0.023470, loss_semantic: 0.418318, loss_idmrf: 1.060281, loss_adv_gen: -225.792786, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:11:11,198 - INFO - [Eval] step: 62999, bce: 0.132779, psnr: 24.506189, ssim: 0.829041
+2023-03-20 18:11:45,691 - INFO - [Train] step: 63099, loss_adv_disc: -0.983235, lr_disc: 0.000010
+2023-03-20 18:11:45,887 - INFO - [Train] step: 63099, loss_mpn: 0.039981, loss_rec: 0.034915, loss_semantic: 0.539933, loss_idmrf: 2.882342, loss_adv_gen: -212.925110, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:12:16,398 - INFO - [Train] step: 63199, loss_adv_disc: 0.220748, lr_disc: 0.000010
+2023-03-20 18:12:16,601 - INFO - [Train] step: 63199, loss_mpn: 0.068415, loss_rec: 0.056027, loss_semantic: 0.728021, loss_idmrf: 4.458956, loss_adv_gen: -229.601715, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:12:46,267 - INFO - [Train] step: 63299, loss_adv_disc: -7.283639, lr_disc: 0.000010
+2023-03-20 18:12:46,469 - INFO - [Train] step: 63299, loss_mpn: 0.033007, loss_rec: 0.059769, loss_semantic: 0.725315, loss_idmrf: 4.249988, loss_adv_gen: -210.380264, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:13:16,252 - INFO - [Train] step: 63399, loss_adv_disc: -1.915771, lr_disc: 0.000010
+2023-03-20 18:13:16,458 - INFO - [Train] step: 63399, loss_mpn: 0.094688, loss_rec: 0.073755, loss_semantic: 0.928004, loss_idmrf: 5.720687, loss_adv_gen: -190.327393, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:13:47,541 - INFO - [Train] step: 63499, loss_adv_disc: -7.967551, lr_disc: 0.000010
+2023-03-20 18:13:47,746 - INFO - [Train] step: 63499, loss_mpn: 0.036691, loss_rec: 0.054169, loss_semantic: 0.781902, loss_idmrf: 5.277983, loss_adv_gen: -206.028381, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:14:17,845 - INFO - [Train] step: 63599, loss_adv_disc: 1.412856, lr_disc: 0.000010
+2023-03-20 18:14:18,043 - INFO - [Train] step: 63599, loss_mpn: 0.053909, loss_rec: 0.057553, loss_semantic: 0.668126, loss_idmrf: 2.614969, loss_adv_gen: -209.583679, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:14:48,274 - INFO - [Train] step: 63699, loss_adv_disc: -6.126630, lr_disc: 0.000010
+2023-03-20 18:14:48,472 - INFO - [Train] step: 63699, loss_mpn: 0.031056, loss_rec: 0.085548, loss_semantic: 0.909478, loss_idmrf: 4.925054, loss_adv_gen: -203.509766, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:15:18,676 - INFO - [Train] step: 63799, loss_adv_disc: 1.538687, lr_disc: 0.000010
+2023-03-20 18:15:18,878 - INFO - [Train] step: 63799, loss_mpn: 0.050206, loss_rec: 0.056513, loss_semantic: 0.703721, loss_idmrf: 3.020025, loss_adv_gen: -222.517395, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:15:48,547 - INFO - [Train] step: 63899, loss_adv_disc: 2.518883, lr_disc: 0.000010
+2023-03-20 18:15:48,746 - INFO - [Train] step: 63899, loss_mpn: 0.063622, loss_rec: 0.056117, loss_semantic: 0.782095, loss_idmrf: 2.597375, loss_adv_gen: -212.475082, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:16:18,746 - INFO - [Train] step: 63999, loss_adv_disc: -8.406040, lr_disc: 0.000010
+2023-03-20 18:16:18,946 - INFO - [Train] step: 63999, loss_mpn: 0.080842, loss_rec: 0.112117, loss_semantic: 1.074753, loss_idmrf: 8.122931, loss_adv_gen: -208.229294, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:17:07,530 - INFO - [Eval] step: 63999, bce: 0.134076, psnr: 24.451641, ssim: 0.828797
+2023-03-20 18:17:42,350 - INFO - [Train] step: 64099, loss_adv_disc: -2.622165, lr_disc: 0.000010
+2023-03-20 18:17:42,552 - INFO - [Train] step: 64099, loss_mpn: 0.068866, loss_rec: 0.068401, loss_semantic: 0.832256, loss_idmrf: 4.796805, loss_adv_gen: -221.191559, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:18:12,413 - INFO - [Train] step: 64199, loss_adv_disc: -1.708915, lr_disc: 0.000010
+2023-03-20 18:18:12,621 - INFO - [Train] step: 64199, loss_mpn: 0.047845, loss_rec: 0.044955, loss_semantic: 0.621830, loss_idmrf: 4.240928, loss_adv_gen: -221.602173, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:18:42,498 - INFO - [Train] step: 64299, loss_adv_disc: -2.545154, lr_disc: 0.000010
+2023-03-20 18:18:42,697 - INFO - [Train] step: 64299, loss_mpn: 0.046934, loss_rec: 0.053956, loss_semantic: 0.785318, loss_idmrf: 5.480717, loss_adv_gen: -184.809036, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:19:12,475 - INFO - [Train] step: 64399, loss_adv_disc: -6.433328, lr_disc: 0.000010
+2023-03-20 18:19:12,675 - INFO - [Train] step: 64399, loss_mpn: 0.032822, loss_rec: 0.065886, loss_semantic: 0.816034, loss_idmrf: 4.829936, loss_adv_gen: -192.893600, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:19:42,774 - INFO - [Train] step: 64499, loss_adv_disc: -14.059910, lr_disc: 0.000010
+2023-03-20 18:19:42,979 - INFO - [Train] step: 64499, loss_mpn: 0.027449, loss_rec: 0.088309, loss_semantic: 0.932252, loss_idmrf: 5.322091, loss_adv_gen: -227.700546, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:20:13,757 - INFO - [Train] step: 64599, loss_adv_disc: -6.032355, lr_disc: 0.000010
+2023-03-20 18:20:13,950 - INFO - [Train] step: 64599, loss_mpn: 0.049430, loss_rec: 0.066978, loss_semantic: 0.894569, loss_idmrf: 4.768488, loss_adv_gen: -238.093811, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:20:45,300 - INFO - [Train] step: 64699, loss_adv_disc: 0.465906, lr_disc: 0.000010
+2023-03-20 18:20:45,503 - INFO - [Train] step: 64699, loss_mpn: 0.015202, loss_rec: 0.035632, loss_semantic: 0.526178, loss_idmrf: 1.983351, loss_adv_gen: -226.693649, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:21:16,748 - INFO - [Train] step: 64799, loss_adv_disc: -11.422373, lr_disc: 0.000010
+2023-03-20 18:21:16,957 - INFO - [Train] step: 64799, loss_mpn: 0.099127, loss_rec: 0.135232, loss_semantic: 1.075878, loss_idmrf: 5.130097, loss_adv_gen: -239.216278, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:21:47,065 - INFO - [Train] step: 64899, loss_adv_disc: -8.851776, lr_disc: 0.000010
+2023-03-20 18:21:47,265 - INFO - [Train] step: 64899, loss_mpn: 0.058035, loss_rec: 0.095141, loss_semantic: 0.981872, loss_idmrf: 5.188223, loss_adv_gen: -216.729721, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:22:17,446 - INFO - [Train] step: 64999, loss_adv_disc: -4.285039, lr_disc: 0.000010
+2023-03-20 18:22:17,648 - INFO - [Train] step: 64999, loss_mpn: 0.026517, loss_rec: 0.049655, loss_semantic: 0.711248, loss_idmrf: 3.469212, loss_adv_gen: -208.073669, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:23:06,029 - INFO - [Eval] step: 64999, bce: 0.132169, psnr: 24.506245, ssim: 0.828573
+2023-03-20 18:23:40,878 - INFO - [Train] step: 65099, loss_adv_disc: -1.286677, lr_disc: 0.000010
+2023-03-20 18:23:41,076 - INFO - [Train] step: 65099, loss_mpn: 0.054754, loss_rec: 0.048954, loss_semantic: 0.724433, loss_idmrf: 3.254408, loss_adv_gen: -241.903076, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:24:11,120 - INFO - [Train] step: 65199, loss_adv_disc: -5.824554, lr_disc: 0.000010
+2023-03-20 18:24:11,321 - INFO - [Train] step: 65199, loss_mpn: 0.040989, loss_rec: 0.087731, loss_semantic: 0.750012, loss_idmrf: 5.558911, loss_adv_gen: -211.597153, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:24:41,117 - INFO - [Train] step: 65299, loss_adv_disc: -0.153752, lr_disc: 0.000010
+2023-03-20 18:24:41,323 - INFO - [Train] step: 65299, loss_mpn: 0.040906, loss_rec: 0.041701, loss_semantic: 0.607481, loss_idmrf: 2.860591, loss_adv_gen: -211.761627, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:25:11,411 - INFO - [Train] step: 65399, loss_adv_disc: 2.153822, lr_disc: 0.000010
+2023-03-20 18:25:11,611 - INFO - [Train] step: 65399, loss_mpn: 0.016537, loss_rec: 0.031835, loss_semantic: 0.569455, loss_idmrf: 2.527625, loss_adv_gen: -174.425919, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:25:41,791 - INFO - [Train] step: 65499, loss_adv_disc: 2.208683, lr_disc: 0.000010
+2023-03-20 18:25:41,996 - INFO - [Train] step: 65499, loss_mpn: 0.019630, loss_rec: 0.048623, loss_semantic: 0.744057, loss_idmrf: 3.017649, loss_adv_gen: -216.019394, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:26:11,643 - INFO - [Train] step: 65599, loss_adv_disc: -3.314212, lr_disc: 0.000010
+2023-03-20 18:26:11,847 - INFO - [Train] step: 65599, loss_mpn: 0.065343, loss_rec: 0.075774, loss_semantic: 0.941592, loss_idmrf: 6.559361, loss_adv_gen: -224.972260, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:26:43,025 - INFO - [Train] step: 65699, loss_adv_disc: -4.306190, lr_disc: 0.000010
+2023-03-20 18:26:43,232 - INFO - [Train] step: 65699, loss_mpn: 0.032701, loss_rec: 0.077220, loss_semantic: 0.894707, loss_idmrf: 4.674048, loss_adv_gen: -205.499496, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:27:15,380 - INFO - [Train] step: 65799, loss_adv_disc: -0.746278, lr_disc: 0.000010
+2023-03-20 18:27:15,584 - INFO - [Train] step: 65799, loss_mpn: 0.014837, loss_rec: 0.035583, loss_semantic: 0.529898, loss_idmrf: 1.479201, loss_adv_gen: -251.078644, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:27:45,848 - INFO - [Train] step: 65899, loss_adv_disc: 1.328913, lr_disc: 0.000010
+2023-03-20 18:27:46,055 - INFO - [Train] step: 65899, loss_mpn: 0.023320, loss_rec: 0.054451, loss_semantic: 0.738024, loss_idmrf: 3.143638, loss_adv_gen: -245.602692, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:28:16,085 - INFO - [Train] step: 65999, loss_adv_disc: -2.553779, lr_disc: 0.000010
+2023-03-20 18:28:16,286 - INFO - [Train] step: 65999, loss_mpn: 0.017338, loss_rec: 0.042305, loss_semantic: 0.638012, loss_idmrf: 2.798916, loss_adv_gen: -201.964890, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:29:07,238 - INFO - [Eval] step: 65999, bce: 0.135286, psnr: 24.537222, ssim: 0.829004
+2023-03-20 18:29:41,866 - INFO - [Train] step: 66099, loss_adv_disc: -7.719107, lr_disc: 0.000010
+2023-03-20 18:29:42,070 - INFO - [Train] step: 66099, loss_mpn: 0.108303, loss_rec: 0.107711, loss_semantic: 1.081032, loss_idmrf: 6.877757, loss_adv_gen: -206.355865, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:30:11,843 - INFO - [Train] step: 66199, loss_adv_disc: -0.005772, lr_disc: 0.000010
+2023-03-20 18:30:12,044 - INFO - [Train] step: 66199, loss_mpn: 0.056681, loss_rec: 0.080631, loss_semantic: 0.829876, loss_idmrf: 3.762448, loss_adv_gen: -244.904083, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:30:42,135 - INFO - [Train] step: 66299, loss_adv_disc: 1.155270, lr_disc: 0.000010
+2023-03-20 18:30:42,334 - INFO - [Train] step: 66299, loss_mpn: 0.028640, loss_rec: 0.031798, loss_semantic: 0.602472, loss_idmrf: 1.518894, loss_adv_gen: -216.326904, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:31:12,161 - INFO - [Train] step: 66399, loss_adv_disc: -2.245978, lr_disc: 0.000010
+2023-03-20 18:31:12,366 - INFO - [Train] step: 66399, loss_mpn: 0.039427, loss_rec: 0.042278, loss_semantic: 0.609380, loss_idmrf: 3.445761, loss_adv_gen: -211.015625, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:31:42,493 - INFO - [Train] step: 66499, loss_adv_disc: -2.888048, lr_disc: 0.000010
+2023-03-20 18:31:42,700 - INFO - [Train] step: 66499, loss_mpn: 0.060878, loss_rec: 0.058846, loss_semantic: 0.731193, loss_idmrf: 2.981261, loss_adv_gen: -224.343369, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:32:13,070 - INFO - [Train] step: 66599, loss_adv_disc: 4.203024, lr_disc: 0.000010
+2023-03-20 18:32:13,270 - INFO - [Train] step: 66599, loss_mpn: 0.048512, loss_rec: 0.040516, loss_semantic: 0.595141, loss_idmrf: 2.414961, loss_adv_gen: -209.599548, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:32:43,801 - INFO - [Train] step: 66699, loss_adv_disc: -4.558641, lr_disc: 0.000010
+2023-03-20 18:32:44,010 - INFO - [Train] step: 66699, loss_mpn: 0.050984, loss_rec: 0.084348, loss_semantic: 0.940181, loss_idmrf: 5.904377, loss_adv_gen: -225.025009, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:33:15,449 - INFO - [Train] step: 66799, loss_adv_disc: -6.084606, lr_disc: 0.000010
+2023-03-20 18:33:15,654 - INFO - [Train] step: 66799, loss_mpn: 0.061262, loss_rec: 0.075316, loss_semantic: 0.851473, loss_idmrf: 4.649377, loss_adv_gen: -188.391724, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:33:47,086 - INFO - [Train] step: 66899, loss_adv_disc: 2.903867, lr_disc: 0.000010
+2023-03-20 18:33:47,295 - INFO - [Train] step: 66899, loss_mpn: 0.051100, loss_rec: 0.053217, loss_semantic: 0.714520, loss_idmrf: 3.615312, loss_adv_gen: -219.788330, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:34:17,255 - INFO - [Train] step: 66999, loss_adv_disc: -3.395623, lr_disc: 0.000010
+2023-03-20 18:34:17,455 - INFO - [Train] step: 66999, loss_mpn: 0.029869, loss_rec: 0.079590, loss_semantic: 0.913671, loss_idmrf: 5.563694, loss_adv_gen: -207.746216, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:35:08,208 - INFO - [Eval] step: 66999, bce: 0.137200, psnr: 24.568514, ssim: 0.830661
+2023-03-20 18:35:42,853 - INFO - [Train] step: 67099, loss_adv_disc: -3.859381, lr_disc: 0.000010
+2023-03-20 18:35:43,230 - INFO - [Train] step: 67099, loss_mpn: 0.023344, loss_rec: 0.080452, loss_semantic: 0.941880, loss_idmrf: 5.511210, loss_adv_gen: -224.811584, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:36:13,512 - INFO - [Train] step: 67199, loss_adv_disc: -13.925232, lr_disc: 0.000010
+2023-03-20 18:36:13,716 - INFO - [Train] step: 67199, loss_mpn: 0.067269, loss_rec: 0.114301, loss_semantic: 1.021610, loss_idmrf: 6.460158, loss_adv_gen: -185.587616, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:36:43,928 - INFO - [Train] step: 67299, loss_adv_disc: 0.268706, lr_disc: 0.000010
+2023-03-20 18:36:44,132 - INFO - [Train] step: 67299, loss_mpn: 0.068924, loss_rec: 0.048169, loss_semantic: 0.677698, loss_idmrf: 2.939688, loss_adv_gen: -211.114899, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:37:14,213 - INFO - [Train] step: 67399, loss_adv_disc: -0.928585, lr_disc: 0.000010
+2023-03-20 18:37:14,416 - INFO - [Train] step: 67399, loss_mpn: 0.080537, loss_rec: 0.107188, loss_semantic: 0.876906, loss_idmrf: 4.660473, loss_adv_gen: -224.558334, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:37:44,810 - INFO - [Train] step: 67499, loss_adv_disc: 0.988206, lr_disc: 0.000010
+2023-03-20 18:37:45,012 - INFO - [Train] step: 67499, loss_mpn: 0.030088, loss_rec: 0.043122, loss_semantic: 0.571031, loss_idmrf: 2.287888, loss_adv_gen: -223.911041, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:38:14,979 - INFO - [Train] step: 67599, loss_adv_disc: 3.073054, lr_disc: 0.000010
+2023-03-20 18:38:15,185 - INFO - [Train] step: 67599, loss_mpn: 0.069052, loss_rec: 0.110741, loss_semantic: 0.935344, loss_idmrf: 6.210804, loss_adv_gen: -249.398010, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:38:45,398 - INFO - [Train] step: 67699, loss_adv_disc: -0.851514, lr_disc: 0.000010
+2023-03-20 18:38:45,596 - INFO - [Train] step: 67699, loss_mpn: 0.050133, loss_rec: 0.064301, loss_semantic: 0.858929, loss_idmrf: 5.482206, loss_adv_gen: -210.154938, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:39:16,779 - INFO - [Train] step: 67799, loss_adv_disc: -1.195304, lr_disc: 0.000010
+2023-03-20 18:39:16,989 - INFO - [Train] step: 67799, loss_mpn: 0.033488, loss_rec: 0.064807, loss_semantic: 0.808398, loss_idmrf: 3.875654, loss_adv_gen: -252.059097, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:39:48,677 - INFO - [Train] step: 67899, loss_adv_disc: -4.014678, lr_disc: 0.000010
+2023-03-20 18:39:48,885 - INFO - [Train] step: 67899, loss_mpn: 0.048835, loss_rec: 0.049259, loss_semantic: 0.664326, loss_idmrf: 2.677758, loss_adv_gen: -222.715073, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:40:19,638 - INFO - [Train] step: 67999, loss_adv_disc: 0.668277, lr_disc: 0.000010
+2023-03-20 18:40:19,838 - INFO - [Train] step: 67999, loss_mpn: 0.004332, loss_rec: 0.023130, loss_semantic: 0.410962, loss_idmrf: 0.806347, loss_adv_gen: -224.830627, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:41:10,336 - INFO - [Eval] step: 67999, bce: 0.134241, psnr: 24.524748, ssim: 0.829699
+2023-03-20 18:41:45,051 - INFO - [Train] step: 68099, loss_adv_disc: -3.882119, lr_disc: 0.000010
+2023-03-20 18:41:45,247 - INFO - [Train] step: 68099, loss_mpn: 0.035592, loss_rec: 0.059430, loss_semantic: 0.796573, loss_idmrf: 4.152207, loss_adv_gen: -212.220184, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:42:15,455 - INFO - [Train] step: 68199, loss_adv_disc: -2.370973, lr_disc: 0.000010
+2023-03-20 18:42:15,657 - INFO - [Train] step: 68199, loss_mpn: 0.215764, loss_rec: 0.193124, loss_semantic: 1.209565, loss_idmrf: 7.856663, loss_adv_gen: -219.581009, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:42:45,466 - INFO - [Train] step: 68299, loss_adv_disc: -3.012650, lr_disc: 0.000010
+2023-03-20 18:42:45,668 - INFO - [Train] step: 68299, loss_mpn: 0.040869, loss_rec: 0.067757, loss_semantic: 0.721320, loss_idmrf: 3.733460, loss_adv_gen: -203.087372, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:43:15,580 - INFO - [Train] step: 68399, loss_adv_disc: -0.726117, lr_disc: 0.000010
+2023-03-20 18:43:15,785 - INFO - [Train] step: 68399, loss_mpn: 0.040180, loss_rec: 0.056815, loss_semantic: 0.706591, loss_idmrf: 3.023108, loss_adv_gen: -223.531876, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:43:46,065 - INFO - [Train] step: 68499, loss_adv_disc: 3.519233, lr_disc: 0.000010
+2023-03-20 18:43:46,265 - INFO - [Train] step: 68499, loss_mpn: 0.060472, loss_rec: 0.052967, loss_semantic: 0.723415, loss_idmrf: 4.177540, loss_adv_gen: -217.098343, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:44:16,533 - INFO - [Train] step: 68599, loss_adv_disc: -4.297865, lr_disc: 0.000010
+2023-03-20 18:44:16,735 - INFO - [Train] step: 68599, loss_mpn: 0.031040, loss_rec: 0.075565, loss_semantic: 0.816952, loss_idmrf: 5.269626, loss_adv_gen: -202.919647, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:44:47,156 - INFO - [Train] step: 68699, loss_adv_disc: -0.302878, lr_disc: 0.000010
+2023-03-20 18:44:47,360 - INFO - [Train] step: 68699, loss_mpn: 0.077966, loss_rec: 0.066337, loss_semantic: 0.881435, loss_idmrf: 5.346166, loss_adv_gen: -214.724792, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:45:17,869 - INFO - [Train] step: 68799, loss_adv_disc: 1.400779, lr_disc: 0.000010
+2023-03-20 18:45:18,065 - INFO - [Train] step: 68799, loss_mpn: 0.076526, loss_rec: 0.063562, loss_semantic: 0.710893, loss_idmrf: 5.282073, loss_adv_gen: -210.654907, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:45:49,273 - INFO - [Train] step: 68899, loss_adv_disc: -2.002728, lr_disc: 0.000010
+2023-03-20 18:45:49,477 - INFO - [Train] step: 68899, loss_mpn: 0.018474, loss_rec: 0.040283, loss_semantic: 0.525131, loss_idmrf: 1.898637, loss_adv_gen: -218.908691, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:46:20,807 - INFO - [Train] step: 68999, loss_adv_disc: -7.826825, lr_disc: 0.000010
+2023-03-20 18:46:21,010 - INFO - [Train] step: 68999, loss_mpn: 0.046116, loss_rec: 0.078734, loss_semantic: 0.902372, loss_idmrf: 5.909152, loss_adv_gen: -204.489014, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:47:12,184 - INFO - [Eval] step: 68999, bce: 0.135791, psnr: 24.403885, ssim: 0.826548
+2023-03-20 18:47:46,940 - INFO - [Train] step: 69099, loss_adv_disc: -12.119135, lr_disc: 0.000010
+2023-03-20 18:47:47,137 - INFO - [Train] step: 69099, loss_mpn: 0.016726, loss_rec: 0.068025, loss_semantic: 0.758830, loss_idmrf: 3.868092, loss_adv_gen: -214.456802, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:48:17,147 - INFO - [Train] step: 69199, loss_adv_disc: -5.312594, lr_disc: 0.000010
+2023-03-20 18:48:17,352 - INFO - [Train] step: 69199, loss_mpn: 0.023659, loss_rec: 0.045838, loss_semantic: 0.686142, loss_idmrf: 3.935766, loss_adv_gen: -203.238464, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:48:47,886 - INFO - [Train] step: 69299, loss_adv_disc: -8.889493, lr_disc: 0.000010
+2023-03-20 18:48:48,089 - INFO - [Train] step: 69299, loss_mpn: 0.024060, loss_rec: 0.111681, loss_semantic: 0.993999, loss_idmrf: 7.095517, loss_adv_gen: -213.273575, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:49:18,201 - INFO - [Train] step: 69399, loss_adv_disc: -0.604352, lr_disc: 0.000010
+2023-03-20 18:49:18,405 - INFO - [Train] step: 69399, loss_mpn: 0.033489, loss_rec: 0.038776, loss_semantic: 0.533443, loss_idmrf: 2.257247, loss_adv_gen: -247.133240, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:49:48,755 - INFO - [Train] step: 69499, loss_adv_disc: 2.190514, lr_disc: 0.000010
+2023-03-20 18:49:48,957 - INFO - [Train] step: 69499, loss_mpn: 0.032137, loss_rec: 0.054452, loss_semantic: 0.687340, loss_idmrf: 4.627890, loss_adv_gen: -202.656036, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:50:18,957 - INFO - [Train] step: 69599, loss_adv_disc: -1.301912, lr_disc: 0.000010
+2023-03-20 18:50:19,159 - INFO - [Train] step: 69599, loss_mpn: 0.044385, loss_rec: 0.042852, loss_semantic: 0.591623, loss_idmrf: 3.119948, loss_adv_gen: -217.782211, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:50:49,411 - INFO - [Train] step: 69699, loss_adv_disc: -1.464141, lr_disc: 0.000010
+2023-03-20 18:50:49,608 - INFO - [Train] step: 69699, loss_mpn: 0.025157, loss_rec: 0.043090, loss_semantic: 0.659711, loss_idmrf: 3.614376, loss_adv_gen: -223.546661, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:51:19,887 - INFO - [Train] step: 69799, loss_adv_disc: -9.363596, lr_disc: 0.000010
+2023-03-20 18:51:20,092 - INFO - [Train] step: 69799, loss_mpn: 0.070559, loss_rec: 0.079229, loss_semantic: 0.794397, loss_idmrf: 4.578653, loss_adv_gen: -237.768234, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:51:50,271 - INFO - [Train] step: 69899, loss_adv_disc: -6.818909, lr_disc: 0.000010
+2023-03-20 18:51:50,476 - INFO - [Train] step: 69899, loss_mpn: 0.033670, loss_rec: 0.079711, loss_semantic: 0.768171, loss_idmrf: 4.797510, loss_adv_gen: -225.128891, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:52:21,633 - INFO - [Train] step: 69999, loss_adv_disc: -1.699647, lr_disc: 0.000010
+2023-03-20 18:52:21,835 - INFO - [Train] step: 69999, loss_mpn: 0.047965, loss_rec: 0.041458, loss_semantic: 0.618806, loss_idmrf: 3.287649, loss_adv_gen: -208.585556, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:53:14,560 - INFO - [Eval] step: 69999, bce: 0.137749, psnr: 24.617405, ssim: 0.829038
+2023-03-20 18:53:49,117 - INFO - [Train] step: 70099, loss_adv_disc: -2.494915, lr_disc: 0.000010
+2023-03-20 18:53:49,320 - INFO - [Train] step: 70099, loss_mpn: 0.066275, loss_rec: 0.077980, loss_semantic: 0.832463, loss_idmrf: 4.812735, loss_adv_gen: -207.587524, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:54:19,406 - INFO - [Train] step: 70199, loss_adv_disc: 0.567986, lr_disc: 0.000010
+2023-03-20 18:54:19,607 - INFO - [Train] step: 70199, loss_mpn: 0.058527, loss_rec: 0.063004, loss_semantic: 0.728020, loss_idmrf: 3.295395, loss_adv_gen: -242.522263, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:54:49,725 - INFO - [Train] step: 70299, loss_adv_disc: -1.631659, lr_disc: 0.000010
+2023-03-20 18:54:49,925 - INFO - [Train] step: 70299, loss_mpn: 0.082907, loss_rec: 0.068502, loss_semantic: 0.808230, loss_idmrf: 4.760999, loss_adv_gen: -223.147583, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:55:19,585 - INFO - [Train] step: 70399, loss_adv_disc: -2.095902, lr_disc: 0.000010
+2023-03-20 18:55:19,793 - INFO - [Train] step: 70399, loss_mpn: 0.044987, loss_rec: 0.069296, loss_semantic: 0.822475, loss_idmrf: 4.907265, loss_adv_gen: -211.460327, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:55:49,650 - INFO - [Train] step: 70499, loss_adv_disc: -6.756491, lr_disc: 0.000010
+2023-03-20 18:55:49,847 - INFO - [Train] step: 70499, loss_mpn: 0.097372, loss_rec: 0.073081, loss_semantic: 0.822381, loss_idmrf: 4.088509, loss_adv_gen: -224.781158, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:56:19,816 - INFO - [Train] step: 70599, loss_adv_disc: -11.633773, lr_disc: 0.000010
+2023-03-20 18:56:20,016 - INFO - [Train] step: 70599, loss_mpn: 0.028889, loss_rec: 0.096020, loss_semantic: 0.925997, loss_idmrf: 6.616002, loss_adv_gen: -194.732376, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:56:50,319 - INFO - [Train] step: 70699, loss_adv_disc: -2.100269, lr_disc: 0.000010
+2023-03-20 18:56:50,521 - INFO - [Train] step: 70699, loss_mpn: 0.036183, loss_rec: 0.070215, loss_semantic: 0.779667, loss_idmrf: 3.010106, loss_adv_gen: -241.615555, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:57:20,681 - INFO - [Train] step: 70799, loss_adv_disc: -4.385124, lr_disc: 0.000010
+2023-03-20 18:57:20,885 - INFO - [Train] step: 70799, loss_mpn: 0.040639, loss_rec: 0.057349, loss_semantic: 0.780111, loss_idmrf: 3.890764, loss_adv_gen: -230.552246, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:57:51,181 - INFO - [Train] step: 70899, loss_adv_disc: -1.846988, lr_disc: 0.000010
+2023-03-20 18:57:51,385 - INFO - [Train] step: 70899, loss_mpn: 0.048088, loss_rec: 0.055549, loss_semantic: 0.666657, loss_idmrf: 2.556471, loss_adv_gen: -225.420609, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:58:22,194 - INFO - [Train] step: 70999, loss_adv_disc: -4.987806, lr_disc: 0.000010
+2023-03-20 18:58:22,416 - INFO - [Train] step: 70999, loss_mpn: 0.027209, loss_rec: 0.060016, loss_semantic: 0.589188, loss_idmrf: 4.390007, loss_adv_gen: -188.883865, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 18:59:17,542 - INFO - [Eval] step: 70999, bce: 0.132662, psnr: 24.602669, ssim: 0.829832
+2023-03-20 18:59:53,052 - INFO - [Train] step: 71099, loss_adv_disc: 0.319889, lr_disc: 0.000010
+2023-03-20 18:59:53,244 - INFO - [Train] step: 71099, loss_mpn: 0.094826, loss_rec: 0.083508, loss_semantic: 0.805641, loss_idmrf: 3.868081, loss_adv_gen: -253.349792, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:00:23,173 - INFO - [Train] step: 71199, loss_adv_disc: 1.182367, lr_disc: 0.000010
+2023-03-20 19:00:23,377 - INFO - [Train] step: 71199, loss_mpn: 0.033511, loss_rec: 0.038300, loss_semantic: 0.612454, loss_idmrf: 2.516514, loss_adv_gen: -240.758667, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:00:53,587 - INFO - [Train] step: 71299, loss_adv_disc: 5.712688, lr_disc: 0.000010
+2023-03-20 19:00:53,786 - INFO - [Train] step: 71299, loss_mpn: 0.057836, loss_rec: 0.058815, loss_semantic: 0.681714, loss_idmrf: 6.196727, loss_adv_gen: -200.572845, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:01:23,772 - INFO - [Train] step: 71399, loss_adv_disc: -0.618582, lr_disc: 0.000010
+2023-03-20 19:01:23,976 - INFO - [Train] step: 71399, loss_mpn: 0.048115, loss_rec: 0.041762, loss_semantic: 0.596278, loss_idmrf: 2.876453, loss_adv_gen: -201.978821, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:01:54,516 - INFO - [Train] step: 71499, loss_adv_disc: -4.832206, lr_disc: 0.000010
+2023-03-20 19:01:54,723 - INFO - [Train] step: 71499, loss_mpn: 0.104812, loss_rec: 0.083764, loss_semantic: 1.015300, loss_idmrf: 6.213111, loss_adv_gen: -201.340912, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:02:24,981 - INFO - [Train] step: 71599, loss_adv_disc: -7.241483, lr_disc: 0.000010
+2023-03-20 19:02:25,184 - INFO - [Train] step: 71599, loss_mpn: 0.116554, loss_rec: 0.136337, loss_semantic: 1.224764, loss_idmrf: 7.361951, loss_adv_gen: -258.426453, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:02:55,052 - INFO - [Train] step: 71699, loss_adv_disc: -1.387801, lr_disc: 0.000010
+2023-03-20 19:02:55,252 - INFO - [Train] step: 71699, loss_mpn: 0.019137, loss_rec: 0.042846, loss_semantic: 0.566834, loss_idmrf: 2.588817, loss_adv_gen: -196.753357, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:03:25,484 - INFO - [Train] step: 71799, loss_adv_disc: -0.462013, lr_disc: 0.000010
+2023-03-20 19:03:25,686 - INFO - [Train] step: 71799, loss_mpn: 0.017747, loss_rec: 0.032738, loss_semantic: 0.541004, loss_idmrf: 1.675734, loss_adv_gen: -213.325287, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:03:55,999 - INFO - [Train] step: 71899, loss_adv_disc: 0.551891, lr_disc: 0.000010
+2023-03-20 19:03:56,203 - INFO - [Train] step: 71899, loss_mpn: 0.009622, loss_rec: 0.023409, loss_semantic: 0.451860, loss_idmrf: 0.998697, loss_adv_gen: -220.654861, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:04:26,378 - INFO - [Train] step: 71999, loss_adv_disc: -1.074020, lr_disc: 0.000010
+2023-03-20 19:04:26,585 - INFO - [Train] step: 71999, loss_mpn: 0.090732, loss_rec: 0.078132, loss_semantic: 0.871738, loss_idmrf: 6.715435, loss_adv_gen: -215.388306, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:05:20,884 - INFO - [Eval] step: 71999, bce: 0.135329, psnr: 24.585464, ssim: 0.830194
+2023-03-20 19:05:56,582 - INFO - [Train] step: 72099, loss_adv_disc: -0.082821, lr_disc: 0.000010
+2023-03-20 19:05:56,783 - INFO - [Train] step: 72099, loss_mpn: 0.031219, loss_rec: 0.031728, loss_semantic: 0.526014, loss_idmrf: 3.080516, loss_adv_gen: -199.845352, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:06:27,004 - INFO - [Train] step: 72199, loss_adv_disc: 2.331383, lr_disc: 0.000010
+2023-03-20 19:06:27,208 - INFO - [Train] step: 72199, loss_mpn: 0.094894, loss_rec: 0.079444, loss_semantic: 0.925813, loss_idmrf: 5.002362, loss_adv_gen: -189.748749, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:06:57,196 - INFO - [Train] step: 72299, loss_adv_disc: -2.766947, lr_disc: 0.000010
+2023-03-20 19:06:57,403 - INFO - [Train] step: 72299, loss_mpn: 0.070757, loss_rec: 0.063536, loss_semantic: 0.757683, loss_idmrf: 2.846535, loss_adv_gen: -245.685089, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:07:27,485 - INFO - [Train] step: 72399, loss_adv_disc: -1.188030, lr_disc: 0.000010
+2023-03-20 19:07:27,689 - INFO - [Train] step: 72399, loss_mpn: 0.026021, loss_rec: 0.097275, loss_semantic: 0.877170, loss_idmrf: 4.444788, loss_adv_gen: -236.884079, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:07:57,759 - INFO - [Train] step: 72499, loss_adv_disc: -2.703551, lr_disc: 0.000010
+2023-03-20 19:07:57,962 - INFO - [Train] step: 72499, loss_mpn: 0.035275, loss_rec: 0.047819, loss_semantic: 0.685993, loss_idmrf: 3.701659, loss_adv_gen: -241.927689, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:08:27,737 - INFO - [Train] step: 72599, loss_adv_disc: -24.096600, lr_disc: 0.000010
+2023-03-20 19:08:27,939 - INFO - [Train] step: 72599, loss_mpn: 0.042225, loss_rec: 0.121658, loss_semantic: 1.123118, loss_idmrf: 6.749391, loss_adv_gen: -210.802933, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:08:57,955 - INFO - [Train] step: 72699, loss_adv_disc: -5.734426, lr_disc: 0.000010
+2023-03-20 19:08:58,162 - INFO - [Train] step: 72699, loss_mpn: 0.037254, loss_rec: 0.075216, loss_semantic: 0.795962, loss_idmrf: 4.214784, loss_adv_gen: -216.257416, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:09:28,560 - INFO - [Train] step: 72799, loss_adv_disc: -6.510726, lr_disc: 0.000010
+2023-03-20 19:09:28,763 - INFO - [Train] step: 72799, loss_mpn: 0.058823, loss_rec: 0.073831, loss_semantic: 0.848787, loss_idmrf: 5.834604, loss_adv_gen: -209.071808, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:09:58,975 - INFO - [Train] step: 72899, loss_adv_disc: -1.235388, lr_disc: 0.000010
+2023-03-20 19:09:59,177 - INFO - [Train] step: 72899, loss_mpn: 0.024316, loss_rec: 0.046026, loss_semantic: 0.683927, loss_idmrf: 4.032932, loss_adv_gen: -212.726135, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:10:29,749 - INFO - [Train] step: 72999, loss_adv_disc: -5.593876, lr_disc: 0.000010
+2023-03-20 19:10:29,953 - INFO - [Train] step: 72999, loss_mpn: 0.074542, loss_rec: 0.084063, loss_semantic: 0.919756, loss_idmrf: 6.058766, loss_adv_gen: -209.975723, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:11:22,393 - INFO - [Eval] step: 72999, bce: 0.132987, psnr: 24.597345, ssim: 0.830559
+2023-03-20 19:11:58,059 - INFO - [Train] step: 73099, loss_adv_disc: -1.164979, lr_disc: 0.000010
+2023-03-20 19:11:58,268 - INFO - [Train] step: 73099, loss_mpn: 0.011123, loss_rec: 0.027284, loss_semantic: 0.484698, loss_idmrf: 1.515435, loss_adv_gen: -211.458313, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:12:29,039 - INFO - [Train] step: 73199, loss_adv_disc: -3.439488, lr_disc: 0.000010
+2023-03-20 19:12:29,241 - INFO - [Train] step: 73199, loss_mpn: 0.026580, loss_rec: 0.061843, loss_semantic: 0.708729, loss_idmrf: 4.486611, loss_adv_gen: -220.863129, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:12:59,078 - INFO - [Train] step: 73299, loss_adv_disc: -5.758865, lr_disc: 0.000010
+2023-03-20 19:12:59,280 - INFO - [Train] step: 73299, loss_mpn: 0.052349, loss_rec: 0.086445, loss_semantic: 0.749590, loss_idmrf: 4.550654, loss_adv_gen: -219.811996, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:13:29,507 - INFO - [Train] step: 73399, loss_adv_disc: -1.221289, lr_disc: 0.000010
+2023-03-20 19:13:29,704 - INFO - [Train] step: 73399, loss_mpn: 0.033768, loss_rec: 0.042125, loss_semantic: 0.652557, loss_idmrf: 2.729888, loss_adv_gen: -216.761261, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:13:59,648 - INFO - [Train] step: 73499, loss_adv_disc: -20.373398, lr_disc: 0.000010
+2023-03-20 19:13:59,850 - INFO - [Train] step: 73499, loss_mpn: 0.083747, loss_rec: 0.121901, loss_semantic: 1.077190, loss_idmrf: 5.762483, loss_adv_gen: -258.946960, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:14:29,772 - INFO - [Train] step: 73599, loss_adv_disc: -5.753275, lr_disc: 0.000010
+2023-03-20 19:14:29,978 - INFO - [Train] step: 73599, loss_mpn: 0.039900, loss_rec: 0.075554, loss_semantic: 0.835358, loss_idmrf: 5.058712, loss_adv_gen: -232.950409, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:14:59,887 - INFO - [Train] step: 73699, loss_adv_disc: -0.250913, lr_disc: 0.000010
+2023-03-20 19:15:00,093 - INFO - [Train] step: 73699, loss_mpn: 0.020099, loss_rec: 0.028155, loss_semantic: 0.478511, loss_idmrf: 1.781101, loss_adv_gen: -207.944244, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:15:30,494 - INFO - [Train] step: 73799, loss_adv_disc: -0.304567, lr_disc: 0.000010
+2023-03-20 19:15:30,696 - INFO - [Train] step: 73799, loss_mpn: 0.036278, loss_rec: 0.056297, loss_semantic: 0.679461, loss_idmrf: 3.793793, loss_adv_gen: -228.314575, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:16:00,845 - INFO - [Train] step: 73899, loss_adv_disc: 1.312939, lr_disc: 0.000010
+2023-03-20 19:16:01,058 - INFO - [Train] step: 73899, loss_mpn: 0.041977, loss_rec: 0.033074, loss_semantic: 0.492088, loss_idmrf: 2.308676, loss_adv_gen: -196.663727, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:16:31,169 - INFO - [Train] step: 73999, loss_adv_disc: 1.846383, lr_disc: 0.000010
+2023-03-20 19:16:31,370 - INFO - [Train] step: 73999, loss_mpn: 0.126924, loss_rec: 0.072155, loss_semantic: 0.506068, loss_idmrf: 2.092231, loss_adv_gen: -243.265518, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:17:22,450 - INFO - [Eval] step: 73999, bce: 0.141445, psnr: 24.619844, ssim: 0.832260
+2023-03-20 19:17:58,493 - INFO - [Train] step: 74099, loss_adv_disc: 2.258647, lr_disc: 0.000010
+2023-03-20 19:17:58,713 - INFO - [Train] step: 74099, loss_mpn: 0.019756, loss_rec: 0.047364, loss_semantic: 0.609166, loss_idmrf: 2.047647, loss_adv_gen: -208.143066, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:18:30,392 - INFO - [Train] step: 74199, loss_adv_disc: -8.171679, lr_disc: 0.000010
+2023-03-20 19:18:30,593 - INFO - [Train] step: 74199, loss_mpn: 0.088556, loss_rec: 0.059766, loss_semantic: 0.709142, loss_idmrf: 5.008019, loss_adv_gen: -176.027527, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:19:00,985 - INFO - [Train] step: 74299, loss_adv_disc: 3.744770, lr_disc: 0.000010
+2023-03-20 19:19:01,186 - INFO - [Train] step: 74299, loss_mpn: 0.030382, loss_rec: 0.042410, loss_semantic: 0.469451, loss_idmrf: 1.362525, loss_adv_gen: -208.384430, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:19:31,308 - INFO - [Train] step: 74399, loss_adv_disc: -2.415227, lr_disc: 0.000010
+2023-03-20 19:19:31,510 - INFO - [Train] step: 74399, loss_mpn: 0.057737, loss_rec: 0.047690, loss_semantic: 0.675152, loss_idmrf: 3.512569, loss_adv_gen: -202.029312, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:20:01,874 - INFO - [Train] step: 74499, loss_adv_disc: 0.790512, lr_disc: 0.000010
+2023-03-20 19:20:02,074 - INFO - [Train] step: 74499, loss_mpn: 0.038421, loss_rec: 0.055419, loss_semantic: 0.737738, loss_idmrf: 3.831537, loss_adv_gen: -238.667664, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:20:32,553 - INFO - [Train] step: 74599, loss_adv_disc: -9.838384, lr_disc: 0.000010
+2023-03-20 19:20:32,756 - INFO - [Train] step: 74599, loss_mpn: 0.029686, loss_rec: 0.073679, loss_semantic: 0.884960, loss_idmrf: 5.959409, loss_adv_gen: -202.375305, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:21:03,336 - INFO - [Train] step: 74699, loss_adv_disc: -3.423249, lr_disc: 0.000010
+2023-03-20 19:21:03,537 - INFO - [Train] step: 74699, loss_mpn: 0.034823, loss_rec: 0.077873, loss_semantic: 0.885338, loss_idmrf: 5.017252, loss_adv_gen: -225.614105, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:21:34,205 - INFO - [Train] step: 74799, loss_adv_disc: 1.560797, lr_disc: 0.000010
+2023-03-20 19:21:34,406 - INFO - [Train] step: 74799, loss_mpn: 0.045710, loss_rec: 0.069250, loss_semantic: 0.655995, loss_idmrf: 4.167814, loss_adv_gen: -227.236176, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:22:04,743 - INFO - [Train] step: 74899, loss_adv_disc: 2.144177, lr_disc: 0.000010
+2023-03-20 19:22:04,947 - INFO - [Train] step: 74899, loss_mpn: 0.005812, loss_rec: 0.017130, loss_semantic: 0.351156, loss_idmrf: 0.564495, loss_adv_gen: -225.297546, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:22:34,985 - INFO - [Train] step: 74999, loss_adv_disc: 3.403878, lr_disc: 0.000010
+2023-03-20 19:22:35,181 - INFO - [Train] step: 74999, loss_mpn: 0.036129, loss_rec: 0.034637, loss_semantic: 0.554220, loss_idmrf: 1.253818, loss_adv_gen: -227.307663, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:23:23,098 - INFO - [Eval] step: 74999, bce: 0.137576, psnr: 24.599186, ssim: 0.829006
+2023-03-20 19:23:58,955 - INFO - [Train] step: 75099, loss_adv_disc: -6.607686, lr_disc: 0.000010
+2023-03-20 19:23:59,158 - INFO - [Train] step: 75099, loss_mpn: 0.046683, loss_rec: 0.087940, loss_semantic: 0.883036, loss_idmrf: 4.149683, loss_adv_gen: -202.149384, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:24:30,142 - INFO - [Train] step: 75199, loss_adv_disc: -4.574457, lr_disc: 0.000010
+2023-03-20 19:24:30,345 - INFO - [Train] step: 75199, loss_mpn: 0.026078, loss_rec: 0.059533, loss_semantic: 0.704906, loss_idmrf: 3.196526, loss_adv_gen: -202.754135, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:25:01,373 - INFO - [Train] step: 75299, loss_adv_disc: -9.799786, lr_disc: 0.000010
+2023-03-20 19:25:01,578 - INFO - [Train] step: 75299, loss_mpn: 0.019598, loss_rec: 0.072281, loss_semantic: 0.798295, loss_idmrf: 4.474836, loss_adv_gen: -210.699432, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:25:31,338 - INFO - [Train] step: 75399, loss_adv_disc: 0.560357, lr_disc: 0.000010
+2023-03-20 19:25:31,541 - INFO - [Train] step: 75399, loss_mpn: 0.023130, loss_rec: 0.044054, loss_semantic: 0.651265, loss_idmrf: 2.768345, loss_adv_gen: -227.186615, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:26:01,900 - INFO - [Train] step: 75499, loss_adv_disc: -2.569173, lr_disc: 0.000010
+2023-03-20 19:26:02,100 - INFO - [Train] step: 75499, loss_mpn: 0.058407, loss_rec: 0.086262, loss_semantic: 0.814308, loss_idmrf: 3.891104, loss_adv_gen: -206.981735, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:26:32,433 - INFO - [Train] step: 75599, loss_adv_disc: 1.186207, lr_disc: 0.000010
+2023-03-20 19:26:32,643 - INFO - [Train] step: 75599, loss_mpn: 0.035325, loss_rec: 0.073983, loss_semantic: 0.976894, loss_idmrf: 4.911034, loss_adv_gen: -228.910065, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:27:02,927 - INFO - [Train] step: 75699, loss_adv_disc: -0.573606, lr_disc: 0.000010
+2023-03-20 19:27:03,130 - INFO - [Train] step: 75699, loss_mpn: 0.027804, loss_rec: 0.041266, loss_semantic: 0.619847, loss_idmrf: 2.199402, loss_adv_gen: -229.313385, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:27:33,117 - INFO - [Train] step: 75799, loss_adv_disc: -0.705263, lr_disc: 0.000010
+2023-03-20 19:27:33,319 - INFO - [Train] step: 75799, loss_mpn: 0.078890, loss_rec: 0.066139, loss_semantic: 0.697605, loss_idmrf: 4.768987, loss_adv_gen: -203.985474, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:28:03,403 - INFO - [Train] step: 75899, loss_adv_disc: -3.757986, lr_disc: 0.000010
+2023-03-20 19:28:03,610 - INFO - [Train] step: 75899, loss_mpn: 0.028298, loss_rec: 0.079505, loss_semantic: 0.794998, loss_idmrf: 3.852161, loss_adv_gen: -209.617737, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:28:33,425 - INFO - [Train] step: 75999, loss_adv_disc: 2.415353, lr_disc: 0.000010
+2023-03-20 19:28:33,625 - INFO - [Train] step: 75999, loss_mpn: 0.015434, loss_rec: 0.058618, loss_semantic: 0.691205, loss_idmrf: 3.625282, loss_adv_gen: -214.920135, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:29:24,026 - INFO - [Eval] step: 75999, bce: 0.132323, psnr: 24.563091, ssim: 0.830483
+2023-03-20 19:29:59,080 - INFO - [Train] step: 76099, loss_adv_disc: -4.317622, lr_disc: 0.000010
+2023-03-20 19:29:59,283 - INFO - [Train] step: 76099, loss_mpn: 0.064327, loss_rec: 0.051125, loss_semantic: 0.634290, loss_idmrf: 4.577527, loss_adv_gen: -217.200455, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:30:30,206 - INFO - [Train] step: 76199, loss_adv_disc: -8.021229, lr_disc: 0.000010
+2023-03-20 19:30:30,421 - INFO - [Train] step: 76199, loss_mpn: 0.053960, loss_rec: 0.087501, loss_semantic: 1.022847, loss_idmrf: 6.942145, loss_adv_gen: -232.779572, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:31:01,818 - INFO - [Train] step: 76299, loss_adv_disc: -2.334087, lr_disc: 0.000010
+2023-03-20 19:31:02,025 - INFO - [Train] step: 76299, loss_mpn: 0.029634, loss_rec: 0.050486, loss_semantic: 0.671225, loss_idmrf: 2.703575, loss_adv_gen: -230.472336, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:31:33,310 - INFO - [Train] step: 76399, loss_adv_disc: -2.115528, lr_disc: 0.000010
+2023-03-20 19:31:33,514 - INFO - [Train] step: 76399, loss_mpn: 0.035265, loss_rec: 0.064896, loss_semantic: 0.635030, loss_idmrf: 2.028905, loss_adv_gen: -243.554031, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:32:03,922 - INFO - [Train] step: 76499, loss_adv_disc: -1.348791, lr_disc: 0.000010
+2023-03-20 19:32:04,115 - INFO - [Train] step: 76499, loss_mpn: 0.036093, loss_rec: 0.044694, loss_semantic: 0.649819, loss_idmrf: 2.930099, loss_adv_gen: -227.546158, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:32:34,223 - INFO - [Train] step: 76599, loss_adv_disc: -2.233283, lr_disc: 0.000010
+2023-03-20 19:32:34,427 - INFO - [Train] step: 76599, loss_mpn: 0.046538, loss_rec: 0.033546, loss_semantic: 0.528490, loss_idmrf: 2.034543, loss_adv_gen: -209.978394, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:33:04,506 - INFO - [Train] step: 76699, loss_adv_disc: 0.553802, lr_disc: 0.000010
+2023-03-20 19:33:04,712 - INFO - [Train] step: 76699, loss_mpn: 0.061639, loss_rec: 0.066193, loss_semantic: 0.790667, loss_idmrf: 4.093925, loss_adv_gen: -221.551315, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:33:34,733 - INFO - [Train] step: 76799, loss_adv_disc: 2.865385, lr_disc: 0.000010
+2023-03-20 19:33:34,934 - INFO - [Train] step: 76799, loss_mpn: 0.114658, loss_rec: 0.079278, loss_semantic: 0.799325, loss_idmrf: 3.875677, loss_adv_gen: -196.649857, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:34:05,087 - INFO - [Train] step: 76899, loss_adv_disc: -5.342302, lr_disc: 0.000010
+2023-03-20 19:34:05,295 - INFO - [Train] step: 76899, loss_mpn: 0.081043, loss_rec: 0.082657, loss_semantic: 0.809752, loss_idmrf: 4.247631, loss_adv_gen: -231.458267, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:34:35,288 - INFO - [Train] step: 76999, loss_adv_disc: -3.426872, lr_disc: 0.000010
+2023-03-20 19:34:35,491 - INFO - [Train] step: 76999, loss_mpn: 0.060136, loss_rec: 0.060098, loss_semantic: 0.867982, loss_idmrf: 4.740722, loss_adv_gen: -222.342102, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:35:25,325 - INFO - [Eval] step: 76999, bce: 0.133619, psnr: 24.499752, ssim: 0.829135
+2023-03-20 19:35:59,624 - INFO - [Train] step: 77099, loss_adv_disc: -2.005682, lr_disc: 0.000010
+2023-03-20 19:35:59,828 - INFO - [Train] step: 77099, loss_mpn: 0.063497, loss_rec: 0.067549, loss_semantic: 0.800399, loss_idmrf: 4.102189, loss_adv_gen: -233.626175, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:36:29,866 - INFO - [Train] step: 77199, loss_adv_disc: 2.825185, lr_disc: 0.000010
+2023-03-20 19:36:30,065 - INFO - [Train] step: 77199, loss_mpn: 0.025750, loss_rec: 0.056310, loss_semantic: 0.691604, loss_idmrf: 2.833402, loss_adv_gen: -221.208649, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:37:01,213 - INFO - [Train] step: 77299, loss_adv_disc: -17.202642, lr_disc: 0.000010
+2023-03-20 19:37:01,413 - INFO - [Train] step: 77299, loss_mpn: 0.089285, loss_rec: 0.088362, loss_semantic: 0.952114, loss_idmrf: 5.610601, loss_adv_gen: -230.276657, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:37:32,546 - INFO - [Train] step: 77399, loss_adv_disc: 0.769603, lr_disc: 0.000010
+2023-03-20 19:37:32,768 - INFO - [Train] step: 77399, loss_mpn: 0.046152, loss_rec: 0.076030, loss_semantic: 0.808150, loss_idmrf: 4.101080, loss_adv_gen: -235.070770, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:38:03,473 - INFO - [Train] step: 77499, loss_adv_disc: 0.728747, lr_disc: 0.000010
+2023-03-20 19:38:03,675 - INFO - [Train] step: 77499, loss_mpn: 0.016496, loss_rec: 0.029891, loss_semantic: 0.492559, loss_idmrf: 1.313805, loss_adv_gen: -195.302368, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:38:33,548 - INFO - [Train] step: 77599, loss_adv_disc: -3.625347, lr_disc: 0.000010
+2023-03-20 19:38:33,746 - INFO - [Train] step: 77599, loss_mpn: 0.100016, loss_rec: 0.075147, loss_semantic: 0.884795, loss_idmrf: 2.953540, loss_adv_gen: -242.171555, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:39:03,739 - INFO - [Train] step: 77699, loss_adv_disc: -3.429860, lr_disc: 0.000010
+2023-03-20 19:39:03,942 - INFO - [Train] step: 77699, loss_mpn: 0.050902, loss_rec: 0.054068, loss_semantic: 0.712997, loss_idmrf: 3.876867, loss_adv_gen: -218.830612, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:39:33,987 - INFO - [Train] step: 77799, loss_adv_disc: -3.157526, lr_disc: 0.000010
+2023-03-20 19:39:34,194 - INFO - [Train] step: 77799, loss_mpn: 0.057309, loss_rec: 0.066596, loss_semantic: 0.839630, loss_idmrf: 5.118712, loss_adv_gen: -216.356720, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:40:04,337 - INFO - [Train] step: 77899, loss_adv_disc: -5.298158, lr_disc: 0.000010
+2023-03-20 19:40:04,541 - INFO - [Train] step: 77899, loss_mpn: 0.056415, loss_rec: 0.088193, loss_semantic: 0.805521, loss_idmrf: 4.374886, loss_adv_gen: -232.776947, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:40:34,425 - INFO - [Train] step: 77999, loss_adv_disc: 3.388166, lr_disc: 0.000010
+2023-03-20 19:40:34,626 - INFO - [Train] step: 77999, loss_mpn: 0.025912, loss_rec: 0.053519, loss_semantic: 0.644072, loss_idmrf: 2.429080, loss_adv_gen: -230.429977, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:41:24,695 - INFO - [Eval] step: 77999, bce: 0.133001, psnr: 24.475550, ssim: 0.828223
+2023-03-20 19:41:59,666 - INFO - [Train] step: 78099, loss_adv_disc: -2.557615, lr_disc: 0.000010
+2023-03-20 19:41:59,869 - INFO - [Train] step: 78099, loss_mpn: 0.060684, loss_rec: 0.074558, loss_semantic: 0.859383, loss_idmrf: 5.000554, loss_adv_gen: -222.181244, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:42:29,895 - INFO - [Train] step: 78199, loss_adv_disc: -10.022983, lr_disc: 0.000010
+2023-03-20 19:42:30,097 - INFO - [Train] step: 78199, loss_mpn: 0.032579, loss_rec: 0.102439, loss_semantic: 1.085461, loss_idmrf: 6.661632, loss_adv_gen: -205.697021, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:43:00,407 - INFO - [Train] step: 78299, loss_adv_disc: -8.749992, lr_disc: 0.000010
+2023-03-20 19:43:00,607 - INFO - [Train] step: 78299, loss_mpn: 0.023648, loss_rec: 0.063020, loss_semantic: 0.738235, loss_idmrf: 3.831650, loss_adv_gen: -238.928589, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:43:32,348 - INFO - [Train] step: 78399, loss_adv_disc: -17.182301, lr_disc: 0.000010
+2023-03-20 19:43:32,553 - INFO - [Train] step: 78399, loss_mpn: 0.023904, loss_rec: 0.093678, loss_semantic: 1.001276, loss_idmrf: 5.802005, loss_adv_gen: -181.559265, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:44:04,451 - INFO - [Train] step: 78499, loss_adv_disc: -0.357095, lr_disc: 0.000010
+2023-03-20 19:44:04,657 - INFO - [Train] step: 78499, loss_mpn: 0.026067, loss_rec: 0.022787, loss_semantic: 0.448079, loss_idmrf: 2.385717, loss_adv_gen: -184.718353, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:44:35,163 - INFO - [Train] step: 78599, loss_adv_disc: -7.206770, lr_disc: 0.000010
+2023-03-20 19:44:35,363 - INFO - [Train] step: 78599, loss_mpn: 0.020093, loss_rec: 0.093423, loss_semantic: 0.851729, loss_idmrf: 4.714023, loss_adv_gen: -206.051453, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:45:05,039 - INFO - [Train] step: 78699, loss_adv_disc: -13.769505, lr_disc: 0.000010
+2023-03-20 19:45:05,241 - INFO - [Train] step: 78699, loss_mpn: 0.016854, loss_rec: 0.071042, loss_semantic: 0.860924, loss_idmrf: 4.902317, loss_adv_gen: -217.596344, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:45:35,457 - INFO - [Train] step: 78799, loss_adv_disc: -1.749239, lr_disc: 0.000010
+2023-03-20 19:45:35,656 - INFO - [Train] step: 78799, loss_mpn: 0.033973, loss_rec: 0.055674, loss_semantic: 0.710022, loss_idmrf: 4.120899, loss_adv_gen: -212.750031, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:46:05,642 - INFO - [Train] step: 78899, loss_adv_disc: -2.533936, lr_disc: 0.000010
+2023-03-20 19:46:05,845 - INFO - [Train] step: 78899, loss_mpn: 0.029586, loss_rec: 0.042585, loss_semantic: 0.653320, loss_idmrf: 4.349396, loss_adv_gen: -223.786682, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:46:35,904 - INFO - [Train] step: 78999, loss_adv_disc: -5.788567, lr_disc: 0.000010
+2023-03-20 19:46:36,106 - INFO - [Train] step: 78999, loss_mpn: 0.021289, loss_rec: 0.064612, loss_semantic: 0.719947, loss_idmrf: 4.259349, loss_adv_gen: -203.094269, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:47:26,332 - INFO - [Eval] step: 78999, bce: 0.141543, psnr: 24.614481, ssim: 0.831645
+2023-03-20 19:48:00,843 - INFO - [Train] step: 79099, loss_adv_disc: -4.815951, lr_disc: 0.000010
+2023-03-20 19:48:01,046 - INFO - [Train] step: 79099, loss_mpn: 0.019681, loss_rec: 0.059778, loss_semantic: 0.770735, loss_idmrf: 3.919606, loss_adv_gen: -177.873505, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:48:31,229 - INFO - [Train] step: 79199, loss_adv_disc: 1.873381, lr_disc: 0.000010
+2023-03-20 19:48:31,437 - INFO - [Train] step: 79199, loss_mpn: 0.024311, loss_rec: 0.052262, loss_semantic: 0.648979, loss_idmrf: 3.679752, loss_adv_gen: -227.551941, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:49:01,743 - INFO - [Train] step: 79299, loss_adv_disc: 2.073299, lr_disc: 0.000010
+2023-03-20 19:49:01,950 - INFO - [Train] step: 79299, loss_mpn: 0.013188, loss_rec: 0.029072, loss_semantic: 0.485489, loss_idmrf: 1.751857, loss_adv_gen: -208.980621, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:49:32,552 - INFO - [Train] step: 79399, loss_adv_disc: -0.330057, lr_disc: 0.000010
+2023-03-20 19:49:32,756 - INFO - [Train] step: 79399, loss_mpn: 0.121480, loss_rec: 0.082211, loss_semantic: 0.768750, loss_idmrf: 3.804644, loss_adv_gen: -182.943268, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:50:03,981 - INFO - [Train] step: 79499, loss_adv_disc: 1.878005, lr_disc: 0.000010
+2023-03-20 19:50:04,196 - INFO - [Train] step: 79499, loss_mpn: 0.027446, loss_rec: 0.050853, loss_semantic: 0.587299, loss_idmrf: 1.927938, loss_adv_gen: -255.777802, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:50:35,360 - INFO - [Train] step: 79599, loss_adv_disc: -1.882168, lr_disc: 0.000010
+2023-03-20 19:50:35,563 - INFO - [Train] step: 79599, loss_mpn: 0.090080, loss_rec: 0.050210, loss_semantic: 0.715819, loss_idmrf: 4.220607, loss_adv_gen: -236.583130, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:51:05,542 - INFO - [Train] step: 79699, loss_adv_disc: -3.755378, lr_disc: 0.000010
+2023-03-20 19:51:05,741 - INFO - [Train] step: 79699, loss_mpn: 0.031614, loss_rec: 0.091337, loss_semantic: 0.831163, loss_idmrf: 6.306998, loss_adv_gen: -203.376129, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:51:35,804 - INFO - [Train] step: 79799, loss_adv_disc: -19.117334, lr_disc: 0.000010
+2023-03-20 19:51:36,005 - INFO - [Train] step: 79799, loss_mpn: 0.059828, loss_rec: 0.126362, loss_semantic: 1.218501, loss_idmrf: 6.378494, loss_adv_gen: -233.648468, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:52:05,873 - INFO - [Train] step: 79899, loss_adv_disc: -5.718066, lr_disc: 0.000010
+2023-03-20 19:52:06,079 - INFO - [Train] step: 79899, loss_mpn: 0.097318, loss_rec: 0.097405, loss_semantic: 0.930508, loss_idmrf: 5.347884, loss_adv_gen: -189.782715, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:52:36,386 - INFO - [Train] step: 79999, loss_adv_disc: 2.708351, lr_disc: 0.000010
+2023-03-20 19:52:36,594 - INFO - [Train] step: 79999, loss_mpn: 0.062268, loss_rec: 0.086544, loss_semantic: 0.846815, loss_idmrf: 5.149724, loss_adv_gen: -222.894638, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:53:26,452 - INFO - [Eval] step: 79999, bce: 0.137324, psnr: 24.530415, ssim: 0.828962
+2023-03-20 19:54:01,964 - INFO - [Train] step: 80099, loss_adv_disc: 0.170562, lr_disc: 0.000010
+2023-03-20 19:54:02,165 - INFO - [Train] step: 80099, loss_mpn: 0.028340, loss_rec: 0.033409, loss_semantic: 0.536669, loss_idmrf: 2.614102, loss_adv_gen: -211.291290, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:54:32,185 - INFO - [Train] step: 80199, loss_adv_disc: -7.693248, lr_disc: 0.000010
+2023-03-20 19:54:32,398 - INFO - [Train] step: 80199, loss_mpn: 0.032399, loss_rec: 0.064407, loss_semantic: 0.894836, loss_idmrf: 4.921307, loss_adv_gen: -207.208466, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:55:02,335 - INFO - [Train] step: 80299, loss_adv_disc: -13.766409, lr_disc: 0.000010
+2023-03-20 19:55:02,538 - INFO - [Train] step: 80299, loss_mpn: 0.018997, loss_rec: 0.082342, loss_semantic: 0.920594, loss_idmrf: 4.998946, loss_adv_gen: -202.455353, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:55:32,917 - INFO - [Train] step: 80399, loss_adv_disc: 0.560479, lr_disc: 0.000010
+2023-03-20 19:55:33,121 - INFO - [Train] step: 80399, loss_mpn: 0.156891, loss_rec: 0.092747, loss_semantic: 1.059620, loss_idmrf: 7.126906, loss_adv_gen: -217.693542, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:56:03,536 - INFO - [Train] step: 80499, loss_adv_disc: -3.894362, lr_disc: 0.000010
+2023-03-20 19:56:03,739 - INFO - [Train] step: 80499, loss_mpn: 0.031423, loss_rec: 0.069123, loss_semantic: 0.824455, loss_idmrf: 3.879786, loss_adv_gen: -232.641144, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:56:35,108 - INFO - [Train] step: 80599, loss_adv_disc: -3.813325, lr_disc: 0.000010
+2023-03-20 19:56:35,310 - INFO - [Train] step: 80599, loss_mpn: 0.042533, loss_rec: 0.088721, loss_semantic: 0.975860, loss_idmrf: 6.354821, loss_adv_gen: -200.081818, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:57:06,925 - INFO - [Train] step: 80699, loss_adv_disc: -3.977773, lr_disc: 0.000010
+2023-03-20 19:57:07,134 - INFO - [Train] step: 80699, loss_mpn: 0.025139, loss_rec: 0.073934, loss_semantic: 0.871436, loss_idmrf: 3.802697, loss_adv_gen: -214.546539, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:57:37,356 - INFO - [Train] step: 80799, loss_adv_disc: -18.012749, lr_disc: 0.000010
+2023-03-20 19:57:37,557 - INFO - [Train] step: 80799, loss_mpn: 0.056807, loss_rec: 0.111672, loss_semantic: 0.994180, loss_idmrf: 7.589958, loss_adv_gen: -199.467926, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:58:07,515 - INFO - [Train] step: 80899, loss_adv_disc: -0.450319, lr_disc: 0.000010
+2023-03-20 19:58:07,717 - INFO - [Train] step: 80899, loss_mpn: 0.026007, loss_rec: 0.030476, loss_semantic: 0.511016, loss_idmrf: 2.039361, loss_adv_gen: -235.107040, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:58:38,036 - INFO - [Train] step: 80999, loss_adv_disc: -2.349797, lr_disc: 0.000010
+2023-03-20 19:58:38,245 - INFO - [Train] step: 80999, loss_mpn: 0.058229, loss_rec: 0.042823, loss_semantic: 0.637239, loss_idmrf: 3.493287, loss_adv_gen: -181.244629, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 19:59:28,509 - INFO - [Eval] step: 80999, bce: 0.134093, psnr: 24.722557, ssim: 0.831722
+2023-03-20 20:00:03,932 - INFO - [Train] step: 81099, loss_adv_disc: -4.935513, lr_disc: 0.000010
+2023-03-20 20:00:04,132 - INFO - [Train] step: 81099, loss_mpn: 0.013344, loss_rec: 0.041490, loss_semantic: 0.609840, loss_idmrf: 2.599090, loss_adv_gen: -210.312286, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:00:34,521 - INFO - [Train] step: 81199, loss_adv_disc: -4.746689, lr_disc: 0.000010
+2023-03-20 20:00:34,723 - INFO - [Train] step: 81199, loss_mpn: 0.048529, loss_rec: 0.075910, loss_semantic: 0.744033, loss_idmrf: 6.010841, loss_adv_gen: -208.220200, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:01:05,213 - INFO - [Train] step: 81299, loss_adv_disc: 1.340069, lr_disc: 0.000010
+2023-03-20 20:01:05,415 - INFO - [Train] step: 81299, loss_mpn: 0.017673, loss_rec: 0.039111, loss_semantic: 0.510856, loss_idmrf: 1.855168, loss_adv_gen: -225.850830, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:01:35,419 - INFO - [Train] step: 81399, loss_adv_disc: -1.308944, lr_disc: 0.000010
+2023-03-20 20:01:35,620 - INFO - [Train] step: 81399, loss_mpn: 0.056544, loss_rec: 0.048264, loss_semantic: 0.661596, loss_idmrf: 3.484657, loss_adv_gen: -212.683212, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:02:05,577 - INFO - [Train] step: 81499, loss_adv_disc: -0.826677, lr_disc: 0.000010
+2023-03-20 20:02:05,786 - INFO - [Train] step: 81499, loss_mpn: 0.021746, loss_rec: 0.029986, loss_semantic: 0.477247, loss_idmrf: 1.792114, loss_adv_gen: -204.837006, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:02:36,701 - INFO - [Train] step: 81599, loss_adv_disc: -6.832641, lr_disc: 0.000010
+2023-03-20 20:02:36,909 - INFO - [Train] step: 81599, loss_mpn: 0.016640, loss_rec: 0.049499, loss_semantic: 0.614061, loss_idmrf: 3.080887, loss_adv_gen: -220.436615, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:03:07,611 - INFO - [Train] step: 81699, loss_adv_disc: -4.386307, lr_disc: 0.000010
+2023-03-20 20:03:07,813 - INFO - [Train] step: 81699, loss_mpn: 0.107982, loss_rec: 0.064387, loss_semantic: 0.607801, loss_idmrf: 3.605762, loss_adv_gen: -221.533875, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:03:39,128 - INFO - [Train] step: 81799, loss_adv_disc: -1.656134, lr_disc: 0.000010
+2023-03-20 20:03:39,333 - INFO - [Train] step: 81799, loss_mpn: 0.030307, loss_rec: 0.042361, loss_semantic: 0.687781, loss_idmrf: 3.578735, loss_adv_gen: -213.762054, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:04:09,479 - INFO - [Train] step: 81899, loss_adv_disc: 1.025744, lr_disc: 0.000010
+2023-03-20 20:04:09,681 - INFO - [Train] step: 81899, loss_mpn: 0.046056, loss_rec: 0.057856, loss_semantic: 0.609293, loss_idmrf: 2.460786, loss_adv_gen: -220.214325, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:04:39,633 - INFO - [Train] step: 81999, loss_adv_disc: -4.801018, lr_disc: 0.000010
+2023-03-20 20:04:39,832 - INFO - [Train] step: 81999, loss_mpn: 0.059678, loss_rec: 0.090573, loss_semantic: 0.981762, loss_idmrf: 5.836559, loss_adv_gen: -220.923416, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:05:29,464 - INFO - [Eval] step: 81999, bce: 0.138717, psnr: 24.476915, ssim: 0.828184
+2023-03-20 20:06:04,894 - INFO - [Train] step: 82099, loss_adv_disc: 0.732077, lr_disc: 0.000010
+2023-03-20 20:06:05,096 - INFO - [Train] step: 82099, loss_mpn: 0.091060, loss_rec: 0.163029, loss_semantic: 1.116261, loss_idmrf: 8.735991, loss_adv_gen: -226.871292, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:06:35,408 - INFO - [Train] step: 82199, loss_adv_disc: -2.167664, lr_disc: 0.000010
+2023-03-20 20:06:35,616 - INFO - [Train] step: 82199, loss_mpn: 0.016384, loss_rec: 0.048770, loss_semantic: 0.638880, loss_idmrf: 3.099110, loss_adv_gen: -248.602753, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:07:05,658 - INFO - [Train] step: 82299, loss_adv_disc: -2.519741, lr_disc: 0.000010
+2023-03-20 20:07:05,856 - INFO - [Train] step: 82299, loss_mpn: 0.070773, loss_rec: 0.105433, loss_semantic: 0.999833, loss_idmrf: 8.323608, loss_adv_gen: -198.198898, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:07:36,127 - INFO - [Train] step: 82399, loss_adv_disc: -0.989720, lr_disc: 0.000010
+2023-03-20 20:07:36,330 - INFO - [Train] step: 82399, loss_mpn: 0.118840, loss_rec: 0.089455, loss_semantic: 0.839171, loss_idmrf: 4.712680, loss_adv_gen: -192.518555, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:08:06,595 - INFO - [Train] step: 82499, loss_adv_disc: -4.078722, lr_disc: 0.000010
+2023-03-20 20:08:06,799 - INFO - [Train] step: 82499, loss_mpn: 0.012181, loss_rec: 0.038700, loss_semantic: 0.557441, loss_idmrf: 1.696352, loss_adv_gen: -211.534592, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:08:36,798 - INFO - [Train] step: 82599, loss_adv_disc: -8.259212, lr_disc: 0.000010
+2023-03-20 20:08:37,006 - INFO - [Train] step: 82599, loss_mpn: 0.023023, loss_rec: 0.092258, loss_semantic: 0.977697, loss_idmrf: 5.241440, loss_adv_gen: -209.340210, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:09:08,583 - INFO - [Train] step: 82699, loss_adv_disc: -0.585769, lr_disc: 0.000010
+2023-03-20 20:09:08,787 - INFO - [Train] step: 82699, loss_mpn: 0.033145, loss_rec: 0.046998, loss_semantic: 0.677652, loss_idmrf: 3.855955, loss_adv_gen: -203.488800, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:09:39,658 - INFO - [Train] step: 82799, loss_adv_disc: -1.605686, lr_disc: 0.000010
+2023-03-20 20:09:39,864 - INFO - [Train] step: 82799, loss_mpn: 0.021500, loss_rec: 0.033507, loss_semantic: 0.544270, loss_idmrf: 2.070443, loss_adv_gen: -206.743881, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:10:10,578 - INFO - [Train] step: 82899, loss_adv_disc: -3.244664, lr_disc: 0.000010
+2023-03-20 20:10:10,782 - INFO - [Train] step: 82899, loss_mpn: 0.014887, loss_rec: 0.038325, loss_semantic: 0.513452, loss_idmrf: 1.538798, loss_adv_gen: -208.876663, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:10:40,950 - INFO - [Train] step: 82999, loss_adv_disc: -18.152489, lr_disc: 0.000010
+2023-03-20 20:10:41,153 - INFO - [Train] step: 82999, loss_mpn: 0.024827, loss_rec: 0.121642, loss_semantic: 0.965393, loss_idmrf: 6.705502, loss_adv_gen: -233.906509, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:11:31,012 - INFO - [Eval] step: 82999, bce: 0.142345, psnr: 24.498802, ssim: 0.827104
+2023-03-20 20:12:06,028 - INFO - [Train] step: 83099, loss_adv_disc: -2.752172, lr_disc: 0.000010
+2023-03-20 20:12:06,230 - INFO - [Train] step: 83099, loss_mpn: 0.062444, loss_rec: 0.101831, loss_semantic: 0.983600, loss_idmrf: 6.454772, loss_adv_gen: -193.186279, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:12:36,266 - INFO - [Train] step: 83199, loss_adv_disc: 1.360084, lr_disc: 0.000010
+2023-03-20 20:12:36,470 - INFO - [Train] step: 83199, loss_mpn: 0.033271, loss_rec: 0.042354, loss_semantic: 0.556707, loss_idmrf: 2.431033, loss_adv_gen: -200.751297, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:13:06,354 - INFO - [Train] step: 83299, loss_adv_disc: 0.151228, lr_disc: 0.000010
+2023-03-20 20:13:06,560 - INFO - [Train] step: 83299, loss_mpn: 0.031168, loss_rec: 0.051320, loss_semantic: 0.698450, loss_idmrf: 2.563503, loss_adv_gen: -246.372711, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:13:36,611 - INFO - [Train] step: 83399, loss_adv_disc: 0.465373, lr_disc: 0.000010
+2023-03-20 20:13:36,810 - INFO - [Train] step: 83399, loss_mpn: 0.011143, loss_rec: 0.032394, loss_semantic: 0.553390, loss_idmrf: 1.804730, loss_adv_gen: -230.312805, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:14:07,149 - INFO - [Train] step: 83499, loss_adv_disc: 0.249109, lr_disc: 0.000010
+2023-03-20 20:14:07,352 - INFO - [Train] step: 83499, loss_mpn: 0.053387, loss_rec: 0.084787, loss_semantic: 0.932114, loss_idmrf: 6.836162, loss_adv_gen: -250.914673, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:14:37,805 - INFO - [Train] step: 83599, loss_adv_disc: -2.397597, lr_disc: 0.000010
+2023-03-20 20:14:38,008 - INFO - [Train] step: 83599, loss_mpn: 0.045905, loss_rec: 0.083309, loss_semantic: 0.866331, loss_idmrf: 5.253487, loss_adv_gen: -213.067169, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:15:08,178 - INFO - [Train] step: 83699, loss_adv_disc: 1.540516, lr_disc: 0.000010
+2023-03-20 20:15:08,379 - INFO - [Train] step: 83699, loss_mpn: 0.052222, loss_rec: 0.068832, loss_semantic: 0.768025, loss_idmrf: 3.255177, loss_adv_gen: -251.844254, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:15:39,620 - INFO - [Train] step: 83799, loss_adv_disc: -5.253011, lr_disc: 0.000010
+2023-03-20 20:15:39,825 - INFO - [Train] step: 83799, loss_mpn: 0.043749, loss_rec: 0.053263, loss_semantic: 0.639477, loss_idmrf: 3.123785, loss_adv_gen: -204.177582, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:16:11,204 - INFO - [Train] step: 83899, loss_adv_disc: -4.921263, lr_disc: 0.000010
+2023-03-20 20:16:11,407 - INFO - [Train] step: 83899, loss_mpn: 0.120284, loss_rec: 0.134119, loss_semantic: 1.016785, loss_idmrf: 5.619471, loss_adv_gen: -234.892700, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:16:41,119 - INFO - [Train] step: 83999, loss_adv_disc: -16.365862, lr_disc: 0.000010
+2023-03-20 20:16:41,321 - INFO - [Train] step: 83999, loss_mpn: 0.045819, loss_rec: 0.128421, loss_semantic: 1.116033, loss_idmrf: 7.852501, loss_adv_gen: -232.689240, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:17:31,073 - INFO - [Eval] step: 83999, bce: 0.134297, psnr: 24.448467, ssim: 0.827970
+2023-03-20 20:18:05,725 - INFO - [Train] step: 84099, loss_adv_disc: -5.132516, lr_disc: 0.000010
+2023-03-20 20:18:05,924 - INFO - [Train] step: 84099, loss_mpn: 0.024972, loss_rec: 0.058697, loss_semantic: 0.757329, loss_idmrf: 5.479908, loss_adv_gen: -205.260468, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:18:35,722 - INFO - [Train] step: 84199, loss_adv_disc: 1.543175, lr_disc: 0.000010
+2023-03-20 20:18:35,929 - INFO - [Train] step: 84199, loss_mpn: 0.047807, loss_rec: 0.050896, loss_semantic: 0.579432, loss_idmrf: 1.943713, loss_adv_gen: -240.403473, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:19:06,319 - INFO - [Train] step: 84299, loss_adv_disc: -18.474625, lr_disc: 0.000010
+2023-03-20 20:19:06,520 - INFO - [Train] step: 84299, loss_mpn: 0.036128, loss_rec: 0.131190, loss_semantic: 1.105322, loss_idmrf: 6.425506, loss_adv_gen: -203.050705, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:19:36,674 - INFO - [Train] step: 84399, loss_adv_disc: -5.678300, lr_disc: 0.000010
+2023-03-20 20:19:36,870 - INFO - [Train] step: 84399, loss_mpn: 0.049048, loss_rec: 0.087233, loss_semantic: 0.922174, loss_idmrf: 5.208573, loss_adv_gen: -206.418793, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:20:06,596 - INFO - [Train] step: 84499, loss_adv_disc: -9.333522, lr_disc: 0.000010
+2023-03-20 20:20:06,798 - INFO - [Train] step: 84499, loss_mpn: 0.027363, loss_rec: 0.085164, loss_semantic: 0.761032, loss_idmrf: 4.331528, loss_adv_gen: -205.993912, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:20:37,103 - INFO - [Train] step: 84599, loss_adv_disc: -4.977996, lr_disc: 0.000010
+2023-03-20 20:20:37,304 - INFO - [Train] step: 84599, loss_mpn: 0.037756, loss_rec: 0.045541, loss_semantic: 0.648684, loss_idmrf: 4.104463, loss_adv_gen: -210.266571, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:21:07,651 - INFO - [Train] step: 84699, loss_adv_disc: -2.939683, lr_disc: 0.000010
+2023-03-20 20:21:07,856 - INFO - [Train] step: 84699, loss_mpn: 0.075195, loss_rec: 0.068324, loss_semantic: 0.833391, loss_idmrf: 4.422526, loss_adv_gen: -198.948273, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:21:38,489 - INFO - [Train] step: 84799, loss_adv_disc: 3.386014, lr_disc: 0.000010
+2023-03-20 20:21:38,698 - INFO - [Train] step: 84799, loss_mpn: 0.027031, loss_rec: 0.055804, loss_semantic: 0.680863, loss_idmrf: 4.593086, loss_adv_gen: -192.140366, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:22:10,001 - INFO - [Train] step: 84899, loss_adv_disc: -4.522898, lr_disc: 0.000010
+2023-03-20 20:22:10,229 - INFO - [Train] step: 84899, loss_mpn: 0.103645, loss_rec: 0.086024, loss_semantic: 0.873386, loss_idmrf: 7.426119, loss_adv_gen: -192.030029, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:22:41,379 - INFO - [Train] step: 84999, loss_adv_disc: -0.625596, lr_disc: 0.000010
+2023-03-20 20:22:41,575 - INFO - [Train] step: 84999, loss_mpn: 0.042663, loss_rec: 0.071360, loss_semantic: 0.734592, loss_idmrf: 4.027728, loss_adv_gen: -219.980652, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:23:31,890 - INFO - [Eval] step: 84999, bce: 0.135228, psnr: 24.589870, ssim: 0.830275
+2023-03-20 20:24:07,015 - INFO - [Train] step: 85099, loss_adv_disc: -4.664834, lr_disc: 0.000010
+2023-03-20 20:24:07,218 - INFO - [Train] step: 85099, loss_mpn: 0.047401, loss_rec: 0.105849, loss_semantic: 0.812444, loss_idmrf: 5.723100, loss_adv_gen: -216.895538, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:24:37,378 - INFO - [Train] step: 85199, loss_adv_disc: -6.677981, lr_disc: 0.000010
+2023-03-20 20:24:37,580 - INFO - [Train] step: 85199, loss_mpn: 0.031741, loss_rec: 0.065649, loss_semantic: 0.837436, loss_idmrf: 4.379352, loss_adv_gen: -208.847229, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:25:07,920 - INFO - [Train] step: 85299, loss_adv_disc: -5.051200, lr_disc: 0.000010
+2023-03-20 20:25:08,123 - INFO - [Train] step: 85299, loss_mpn: 0.045469, loss_rec: 0.062701, loss_semantic: 0.710403, loss_idmrf: 3.558770, loss_adv_gen: -218.652557, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:25:38,572 - INFO - [Train] step: 85399, loss_adv_disc: 0.313918, lr_disc: 0.000010
+2023-03-20 20:25:38,777 - INFO - [Train] step: 85399, loss_mpn: 0.045671, loss_rec: 0.039113, loss_semantic: 0.625283, loss_idmrf: 2.237914, loss_adv_gen: -254.121735, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:26:09,256 - INFO - [Train] step: 85499, loss_adv_disc: 0.096649, lr_disc: 0.000010
+2023-03-20 20:26:09,464 - INFO - [Train] step: 85499, loss_mpn: 0.018829, loss_rec: 0.028364, loss_semantic: 0.466355, loss_idmrf: 1.427137, loss_adv_gen: -204.617676, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:26:39,306 - INFO - [Train] step: 85599, loss_adv_disc: -3.379729, lr_disc: 0.000010
+2023-03-20 20:26:39,507 - INFO - [Train] step: 85599, loss_mpn: 0.066376, loss_rec: 0.072549, loss_semantic: 0.831729, loss_idmrf: 5.389235, loss_adv_gen: -214.892654, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:27:09,537 - INFO - [Train] step: 85699, loss_adv_disc: -9.700392, lr_disc: 0.000010
+2023-03-20 20:27:09,738 - INFO - [Train] step: 85699, loss_mpn: 0.066577, loss_rec: 0.080373, loss_semantic: 0.847487, loss_idmrf: 4.716040, loss_adv_gen: -222.783310, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:27:39,892 - INFO - [Train] step: 85799, loss_adv_disc: -3.202426, lr_disc: 0.000010
+2023-03-20 20:27:40,096 - INFO - [Train] step: 85799, loss_mpn: 0.075733, loss_rec: 0.068781, loss_semantic: 0.784137, loss_idmrf: 3.855623, loss_adv_gen: -226.197632, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:28:11,185 - INFO - [Train] step: 85899, loss_adv_disc: -7.043269, lr_disc: 0.000010
+2023-03-20 20:28:11,387 - INFO - [Train] step: 85899, loss_mpn: 0.024390, loss_rec: 0.063983, loss_semantic: 0.704335, loss_idmrf: 2.617625, loss_adv_gen: -223.944611, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:28:42,723 - INFO - [Train] step: 85999, loss_adv_disc: 2.196708, lr_disc: 0.000010
+2023-03-20 20:28:42,924 - INFO - [Train] step: 85999, loss_mpn: 0.029871, loss_rec: 0.110591, loss_semantic: 1.079972, loss_idmrf: 6.805456, loss_adv_gen: -220.682861, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:29:35,344 - INFO - [Eval] step: 85999, bce: 0.135481, psnr: 24.467199, ssim: 0.827295
+2023-03-20 20:30:10,191 - INFO - [Train] step: 86099, loss_adv_disc: -12.247809, lr_disc: 0.000010
+2023-03-20 20:30:10,394 - INFO - [Train] step: 86099, loss_mpn: 0.017943, loss_rec: 0.090305, loss_semantic: 0.830357, loss_idmrf: 7.393193, loss_adv_gen: -176.493256, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:30:40,464 - INFO - [Train] step: 86199, loss_adv_disc: -2.132166, lr_disc: 0.000010
+2023-03-20 20:30:40,666 - INFO - [Train] step: 86199, loss_mpn: 0.035708, loss_rec: 0.050758, loss_semantic: 0.721426, loss_idmrf: 4.744924, loss_adv_gen: -212.009583, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:31:10,807 - INFO - [Train] step: 86299, loss_adv_disc: -1.380914, lr_disc: 0.000010
+2023-03-20 20:31:11,011 - INFO - [Train] step: 86299, loss_mpn: 0.061046, loss_rec: 0.091294, loss_semantic: 0.830943, loss_idmrf: 6.152629, loss_adv_gen: -198.465302, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:31:41,321 - INFO - [Train] step: 86399, loss_adv_disc: -2.538804, lr_disc: 0.000010
+2023-03-20 20:31:41,528 - INFO - [Train] step: 86399, loss_mpn: 0.026779, loss_rec: 0.052101, loss_semantic: 0.751077, loss_idmrf: 4.612224, loss_adv_gen: -198.060150, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:32:11,189 - INFO - [Train] step: 86499, loss_adv_disc: -8.446003, lr_disc: 0.000010
+2023-03-20 20:32:11,396 - INFO - [Train] step: 86499, loss_mpn: 0.047992, loss_rec: 0.069239, loss_semantic: 0.775031, loss_idmrf: 4.211744, loss_adv_gen: -210.893738, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:32:41,575 - INFO - [Train] step: 86599, loss_adv_disc: -4.372433, lr_disc: 0.000010
+2023-03-20 20:32:41,778 - INFO - [Train] step: 86599, loss_mpn: 0.033615, loss_rec: 0.078765, loss_semantic: 0.823075, loss_idmrf: 3.950181, loss_adv_gen: -251.341736, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:33:11,631 - INFO - [Train] step: 86699, loss_adv_disc: 0.465193, lr_disc: 0.000010
+2023-03-20 20:33:11,834 - INFO - [Train] step: 86699, loss_mpn: 0.012950, loss_rec: 0.033568, loss_semantic: 0.517071, loss_idmrf: 1.551050, loss_adv_gen: -215.655899, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:33:42,099 - INFO - [Train] step: 86799, loss_adv_disc: 0.299752, lr_disc: 0.000010
+2023-03-20 20:33:42,302 - INFO - [Train] step: 86799, loss_mpn: 0.061070, loss_rec: 0.082641, loss_semantic: 0.767491, loss_idmrf: 3.868341, loss_adv_gen: -224.210175, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:34:12,524 - INFO - [Train] step: 86899, loss_adv_disc: -10.996140, lr_disc: 0.000010
+2023-03-20 20:34:12,734 - INFO - [Train] step: 86899, loss_mpn: 0.038055, loss_rec: 0.120485, loss_semantic: 1.155777, loss_idmrf: 6.469778, loss_adv_gen: -203.735443, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:34:44,226 - INFO - [Train] step: 86999, loss_adv_disc: -3.572597, lr_disc: 0.000010
+2023-03-20 20:34:44,434 - INFO - [Train] step: 86999, loss_mpn: 0.040418, loss_rec: 0.092474, loss_semantic: 0.959714, loss_idmrf: 5.648013, loss_adv_gen: -201.993622, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:35:39,128 - INFO - [Eval] step: 86999, bce: 0.133264, psnr: 24.685986, ssim: 0.831740
+2023-03-20 20:36:13,913 - INFO - [Train] step: 87099, loss_adv_disc: 1.153164, lr_disc: 0.000010
+2023-03-20 20:36:14,116 - INFO - [Train] step: 87099, loss_mpn: 0.050495, loss_rec: 0.044934, loss_semantic: 0.595452, loss_idmrf: 3.380932, loss_adv_gen: -235.494812, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:36:43,794 - INFO - [Train] step: 87199, loss_adv_disc: -5.309298, lr_disc: 0.000010
+2023-03-20 20:36:43,995 - INFO - [Train] step: 87199, loss_mpn: 0.022124, loss_rec: 0.056320, loss_semantic: 0.721048, loss_idmrf: 4.504969, loss_adv_gen: -203.916092, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:37:14,397 - INFO - [Train] step: 87299, loss_adv_disc: -0.512649, lr_disc: 0.000010
+2023-03-20 20:37:14,596 - INFO - [Train] step: 87299, loss_mpn: 0.041397, loss_rec: 0.056783, loss_semantic: 0.712148, loss_idmrf: 3.433305, loss_adv_gen: -227.116806, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:37:44,779 - INFO - [Train] step: 87399, loss_adv_disc: -9.308450, lr_disc: 0.000010
+2023-03-20 20:37:44,976 - INFO - [Train] step: 87399, loss_mpn: 0.073798, loss_rec: 0.104401, loss_semantic: 1.014711, loss_idmrf: 8.952679, loss_adv_gen: -192.320343, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:38:15,074 - INFO - [Train] step: 87499, loss_adv_disc: -5.306632, lr_disc: 0.000010
+2023-03-20 20:38:15,281 - INFO - [Train] step: 87499, loss_mpn: 0.034032, loss_rec: 0.075646, loss_semantic: 0.857198, loss_idmrf: 4.132312, loss_adv_gen: -204.464478, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:38:45,603 - INFO - [Train] step: 87599, loss_adv_disc: -1.994833, lr_disc: 0.000010
+2023-03-20 20:38:45,801 - INFO - [Train] step: 87599, loss_mpn: 0.021450, loss_rec: 0.044333, loss_semantic: 0.629028, loss_idmrf: 2.537245, loss_adv_gen: -205.908417, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:39:15,771 - INFO - [Train] step: 87699, loss_adv_disc: -0.485747, lr_disc: 0.000010
+2023-03-20 20:39:15,976 - INFO - [Train] step: 87699, loss_mpn: 0.034589, loss_rec: 0.055609, loss_semantic: 0.789750, loss_idmrf: 4.131854, loss_adv_gen: -221.181229, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:39:46,125 - INFO - [Train] step: 87799, loss_adv_disc: -9.577772, lr_disc: 0.000010
+2023-03-20 20:39:46,329 - INFO - [Train] step: 87799, loss_mpn: 0.052678, loss_rec: 0.074688, loss_semantic: 0.931585, loss_idmrf: 4.588232, loss_adv_gen: -241.690353, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:40:16,493 - INFO - [Train] step: 87899, loss_adv_disc: -3.643392, lr_disc: 0.000010
+2023-03-20 20:40:16,695 - INFO - [Train] step: 87899, loss_mpn: 0.059191, loss_rec: 0.092876, loss_semantic: 1.060680, loss_idmrf: 6.322243, loss_adv_gen: -201.120270, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:40:47,090 - INFO - [Train] step: 87999, loss_adv_disc: -11.483910, lr_disc: 0.000010
+2023-03-20 20:40:47,292 - INFO - [Train] step: 87999, loss_mpn: 0.024767, loss_rec: 0.088405, loss_semantic: 0.877622, loss_idmrf: 4.884942, loss_adv_gen: -220.381729, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:41:43,257 - INFO - [Eval] step: 87999, bce: 0.134398, psnr: 24.552593, ssim: 0.830945
+2023-03-20 20:42:18,950 - INFO - [Train] step: 88099, loss_adv_disc: -0.987765, lr_disc: 0.000010
+2023-03-20 20:42:19,151 - INFO - [Train] step: 88099, loss_mpn: 0.059308, loss_rec: 0.080276, loss_semantic: 0.914959, loss_idmrf: 4.603614, loss_adv_gen: -244.992493, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:42:49,543 - INFO - [Train] step: 88199, loss_adv_disc: -6.358991, lr_disc: 0.000010
+2023-03-20 20:42:49,745 - INFO - [Train] step: 88199, loss_mpn: 0.025511, loss_rec: 0.069076, loss_semantic: 0.806932, loss_idmrf: 5.223935, loss_adv_gen: -221.635193, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:43:19,602 - INFO - [Train] step: 88299, loss_adv_disc: -1.886533, lr_disc: 0.000010
+2023-03-20 20:43:19,806 - INFO - [Train] step: 88299, loss_mpn: 0.041430, loss_rec: 0.060221, loss_semantic: 0.748353, loss_idmrf: 5.755863, loss_adv_gen: -213.251801, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:43:50,277 - INFO - [Train] step: 88399, loss_adv_disc: -4.335985, lr_disc: 0.000010
+2023-03-20 20:43:50,479 - INFO - [Train] step: 88399, loss_mpn: 0.050660, loss_rec: 0.071581, loss_semantic: 0.916250, loss_idmrf: 5.529303, loss_adv_gen: -203.714844, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:44:20,294 - INFO - [Train] step: 88499, loss_adv_disc: -4.348455, lr_disc: 0.000010
+2023-03-20 20:44:20,496 - INFO - [Train] step: 88499, loss_mpn: 0.166152, loss_rec: 0.086247, loss_semantic: 0.803477, loss_idmrf: 4.784505, loss_adv_gen: -208.861603, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:44:50,548 - INFO - [Train] step: 88599, loss_adv_disc: 2.152393, lr_disc: 0.000010
+2023-03-20 20:44:50,747 - INFO - [Train] step: 88599, loss_mpn: 0.011075, loss_rec: 0.026169, loss_semantic: 0.413007, loss_idmrf: 1.191071, loss_adv_gen: -229.882141, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:45:20,952 - INFO - [Train] step: 88699, loss_adv_disc: -2.380254, lr_disc: 0.000010
+2023-03-20 20:45:21,157 - INFO - [Train] step: 88699, loss_mpn: 0.088797, loss_rec: 0.084197, loss_semantic: 0.845037, loss_idmrf: 5.293769, loss_adv_gen: -199.419479, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:45:51,168 - INFO - [Train] step: 88799, loss_adv_disc: -0.371280, lr_disc: 0.000010
+2023-03-20 20:45:51,366 - INFO - [Train] step: 88799, loss_mpn: 0.011073, loss_rec: 0.027420, loss_semantic: 0.449283, loss_idmrf: 1.613908, loss_adv_gen: -192.414673, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:46:21,936 - INFO - [Train] step: 88899, loss_adv_disc: -5.397406, lr_disc: 0.000010
+2023-03-20 20:46:22,140 - INFO - [Train] step: 88899, loss_mpn: 0.369343, loss_rec: 0.278257, loss_semantic: 1.270761, loss_idmrf: 7.116352, loss_adv_gen: -243.595612, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:46:52,794 - INFO - [Train] step: 88999, loss_adv_disc: -4.107294, lr_disc: 0.000010
+2023-03-20 20:46:53,000 - INFO - [Train] step: 88999, loss_mpn: 0.041288, loss_rec: 0.077609, loss_semantic: 0.876262, loss_idmrf: 3.651796, loss_adv_gen: -209.831299, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:47:47,003 - INFO - [Eval] step: 88999, bce: 0.133618, psnr: 24.614527, ssim: 0.830062
+2023-03-20 20:48:22,855 - INFO - [Train] step: 89099, loss_adv_disc: -2.595281, lr_disc: 0.000010
+2023-03-20 20:48:23,056 - INFO - [Train] step: 89099, loss_mpn: 0.040644, loss_rec: 0.050378, loss_semantic: 0.820968, loss_idmrf: 4.429395, loss_adv_gen: -241.650833, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:48:53,587 - INFO - [Train] step: 89199, loss_adv_disc: -2.643270, lr_disc: 0.000010
+2023-03-20 20:48:53,794 - INFO - [Train] step: 89199, loss_mpn: 0.040716, loss_rec: 0.047986, loss_semantic: 0.692405, loss_idmrf: 3.605470, loss_adv_gen: -207.222595, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:49:24,034 - INFO - [Train] step: 89299, loss_adv_disc: -5.955595, lr_disc: 0.000010
+2023-03-20 20:49:24,237 - INFO - [Train] step: 89299, loss_mpn: 0.023075, loss_rec: 0.046825, loss_semantic: 0.678957, loss_idmrf: 4.344318, loss_adv_gen: -184.835953, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:49:54,246 - INFO - [Train] step: 89399, loss_adv_disc: -8.371645, lr_disc: 0.000010
+2023-03-20 20:49:54,449 - INFO - [Train] step: 89399, loss_mpn: 0.087722, loss_rec: 0.078089, loss_semantic: 0.770431, loss_idmrf: 5.924827, loss_adv_gen: -207.148483, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:50:24,842 - INFO - [Train] step: 89499, loss_adv_disc: -9.601581, lr_disc: 0.000010
+2023-03-20 20:50:25,044 - INFO - [Train] step: 89499, loss_mpn: 0.033618, loss_rec: 0.087908, loss_semantic: 0.892981, loss_idmrf: 5.219693, loss_adv_gen: -207.649750, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:50:55,322 - INFO - [Train] step: 89599, loss_adv_disc: 0.785188, lr_disc: 0.000010
+2023-03-20 20:50:55,527 - INFO - [Train] step: 89599, loss_mpn: 0.031197, loss_rec: 0.034146, loss_semantic: 0.560392, loss_idmrf: 1.842983, loss_adv_gen: -230.010742, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:51:25,580 - INFO - [Train] step: 89699, loss_adv_disc: -0.377764, lr_disc: 0.000010
+2023-03-20 20:51:25,784 - INFO - [Train] step: 89699, loss_mpn: 0.046495, loss_rec: 0.048485, loss_semantic: 0.574238, loss_idmrf: 2.438352, loss_adv_gen: -232.715042, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:51:55,912 - INFO - [Train] step: 89799, loss_adv_disc: -13.094650, lr_disc: 0.000010
+2023-03-20 20:51:56,112 - INFO - [Train] step: 89799, loss_mpn: 0.050939, loss_rec: 0.124545, loss_semantic: 1.004388, loss_idmrf: 6.291395, loss_adv_gen: -200.751236, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:52:25,964 - INFO - [Train] step: 89899, loss_adv_disc: -6.901045, lr_disc: 0.000010
+2023-03-20 20:52:26,164 - INFO - [Train] step: 89899, loss_mpn: 0.020075, loss_rec: 0.086435, loss_semantic: 0.963447, loss_idmrf: 6.169746, loss_adv_gen: -225.638336, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:52:56,416 - INFO - [Train] step: 89999, loss_adv_disc: 2.124749, lr_disc: 0.000010
+2023-03-20 20:52:56,631 - INFO - [Train] step: 89999, loss_mpn: 0.049352, loss_rec: 0.045117, loss_semantic: 0.621523, loss_idmrf: 2.455743, loss_adv_gen: -226.503906, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:53:48,409 - INFO - [Eval] step: 89999, bce: 0.132223, psnr: 24.601128, ssim: 0.829220
+2023-03-20 20:54:25,213 - INFO - [Train] step: 90099, loss_adv_disc: -6.765256, lr_disc: 0.000010
+2023-03-20 20:54:25,417 - INFO - [Train] step: 90099, loss_mpn: 0.118198, loss_rec: 0.136240, loss_semantic: 1.105269, loss_idmrf: 8.042578, loss_adv_gen: -214.062714, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:54:56,135 - INFO - [Train] step: 90199, loss_adv_disc: -1.104232, lr_disc: 0.000010
+2023-03-20 20:54:56,340 - INFO - [Train] step: 90199, loss_mpn: 0.013532, loss_rec: 0.029013, loss_semantic: 0.454522, loss_idmrf: 1.719241, loss_adv_gen: -222.742737, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:55:26,558 - INFO - [Train] step: 90299, loss_adv_disc: -11.013779, lr_disc: 0.000010
+2023-03-20 20:55:26,765 - INFO - [Train] step: 90299, loss_mpn: 0.031394, loss_rec: 0.098695, loss_semantic: 0.915861, loss_idmrf: 4.684778, loss_adv_gen: -253.630829, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:55:57,376 - INFO - [Train] step: 90399, loss_adv_disc: -13.548280, lr_disc: 0.000010
+2023-03-20 20:55:57,576 - INFO - [Train] step: 90399, loss_mpn: 0.031450, loss_rec: 0.078679, loss_semantic: 0.746596, loss_idmrf: 3.254807, loss_adv_gen: -223.685532, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:56:27,840 - INFO - [Train] step: 90499, loss_adv_disc: 1.175105, lr_disc: 0.000010
+2023-03-20 20:56:28,045 - INFO - [Train] step: 90499, loss_mpn: 0.054230, loss_rec: 0.048242, loss_semantic: 0.658745, loss_idmrf: 2.531280, loss_adv_gen: -221.779297, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:56:58,284 - INFO - [Train] step: 90599, loss_adv_disc: -1.760731, lr_disc: 0.000010
+2023-03-20 20:56:58,490 - INFO - [Train] step: 90599, loss_mpn: 0.059573, loss_rec: 0.071871, loss_semantic: 0.858298, loss_idmrf: 4.506894, loss_adv_gen: -236.516174, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:57:28,782 - INFO - [Train] step: 90699, loss_adv_disc: 1.349131, lr_disc: 0.000010
+2023-03-20 20:57:28,985 - INFO - [Train] step: 90699, loss_mpn: 0.025232, loss_rec: 0.028367, loss_semantic: 0.490970, loss_idmrf: 1.524574, loss_adv_gen: -228.720703, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:57:59,139 - INFO - [Train] step: 90799, loss_adv_disc: -8.178423, lr_disc: 0.000010
+2023-03-20 20:57:59,340 - INFO - [Train] step: 90799, loss_mpn: 0.036573, loss_rec: 0.100546, loss_semantic: 0.959546, loss_idmrf: 5.188849, loss_adv_gen: -250.061218, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:58:29,244 - INFO - [Train] step: 90899, loss_adv_disc: -1.521693, lr_disc: 0.000010
+2023-03-20 20:58:29,455 - INFO - [Train] step: 90899, loss_mpn: 0.072749, loss_rec: 0.078134, loss_semantic: 0.842377, loss_idmrf: 3.774226, loss_adv_gen: -213.723053, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:58:59,954 - INFO - [Train] step: 90999, loss_adv_disc: -4.535263, lr_disc: 0.000010
+2023-03-20 20:59:00,162 - INFO - [Train] step: 90999, loss_mpn: 0.025831, loss_rec: 0.055991, loss_semantic: 0.634570, loss_idmrf: 3.404331, loss_adv_gen: -210.997101, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 20:59:49,839 - INFO - [Eval] step: 90999, bce: 0.137863, psnr: 24.571320, ssim: 0.828892
+2023-03-20 21:00:24,917 - INFO - [Train] step: 91099, loss_adv_disc: 0.397555, lr_disc: 0.000010
+2023-03-20 21:00:25,120 - INFO - [Train] step: 91099, loss_mpn: 0.039772, loss_rec: 0.041276, loss_semantic: 0.587828, loss_idmrf: 2.263340, loss_adv_gen: -218.996902, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:00:55,891 - INFO - [Train] step: 91199, loss_adv_disc: -5.267016, lr_disc: 0.000010
+2023-03-20 21:00:56,094 - INFO - [Train] step: 91199, loss_mpn: 0.059256, loss_rec: 0.074241, loss_semantic: 0.795141, loss_idmrf: 4.453485, loss_adv_gen: -231.740448, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:01:26,825 - INFO - [Train] step: 91299, loss_adv_disc: 0.912139, lr_disc: 0.000010
+2023-03-20 21:01:27,030 - INFO - [Train] step: 91299, loss_mpn: 0.011029, loss_rec: 0.028818, loss_semantic: 0.468554, loss_idmrf: 1.592560, loss_adv_gen: -228.612610, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:01:57,460 - INFO - [Train] step: 91399, loss_adv_disc: -1.030033, lr_disc: 0.000010
+2023-03-20 21:01:57,661 - INFO - [Train] step: 91399, loss_mpn: 0.028077, loss_rec: 0.030104, loss_semantic: 0.520614, loss_idmrf: 2.742355, loss_adv_gen: -182.693710, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:02:28,691 - INFO - [Train] step: 91499, loss_adv_disc: -6.104867, lr_disc: 0.000010
+2023-03-20 21:02:28,894 - INFO - [Train] step: 91499, loss_mpn: 0.038188, loss_rec: 0.061765, loss_semantic: 0.782223, loss_idmrf: 4.620147, loss_adv_gen: -219.807022, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:02:59,197 - INFO - [Train] step: 91599, loss_adv_disc: -7.173801, lr_disc: 0.000010
+2023-03-20 21:02:59,393 - INFO - [Train] step: 91599, loss_mpn: 0.060203, loss_rec: 0.095613, loss_semantic: 0.985455, loss_idmrf: 5.163508, loss_adv_gen: -213.533081, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:03:29,679 - INFO - [Train] step: 91699, loss_adv_disc: -5.337513, lr_disc: 0.000010
+2023-03-20 21:03:29,882 - INFO - [Train] step: 91699, loss_mpn: 0.042413, loss_rec: 0.064092, loss_semantic: 0.705463, loss_idmrf: 3.518761, loss_adv_gen: -231.119751, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:04:00,906 - INFO - [Train] step: 91799, loss_adv_disc: -0.174493, lr_disc: 0.000010
+2023-03-20 21:04:01,107 - INFO - [Train] step: 91799, loss_mpn: 0.049195, loss_rec: 0.051068, loss_semantic: 0.635695, loss_idmrf: 2.379727, loss_adv_gen: -224.605804, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:04:31,803 - INFO - [Train] step: 91899, loss_adv_disc: -4.920119, lr_disc: 0.000010
+2023-03-20 21:04:32,005 - INFO - [Train] step: 91899, loss_mpn: 0.028160, loss_rec: 0.074341, loss_semantic: 0.791802, loss_idmrf: 4.475805, loss_adv_gen: -228.725098, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:05:02,731 - INFO - [Train] step: 91999, loss_adv_disc: -9.395784, lr_disc: 0.000010
+2023-03-20 21:05:02,932 - INFO - [Train] step: 91999, loss_mpn: 0.013220, loss_rec: 0.072552, loss_semantic: 0.717312, loss_idmrf: 4.009180, loss_adv_gen: -209.103867, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:05:52,834 - INFO - [Eval] step: 91999, bce: 0.136695, psnr: 24.633812, ssim: 0.830970
+2023-03-20 21:06:27,989 - INFO - [Train] step: 92099, loss_adv_disc: -3.595747, lr_disc: 0.000010
+2023-03-20 21:06:28,194 - INFO - [Train] step: 92099, loss_mpn: 0.035280, loss_rec: 0.057356, loss_semantic: 0.711785, loss_idmrf: 4.009006, loss_adv_gen: -186.216843, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:06:59,767 - INFO - [Train] step: 92199, loss_adv_disc: 0.378274, lr_disc: 0.000010
+2023-03-20 21:06:59,972 - INFO - [Train] step: 92199, loss_mpn: 0.025146, loss_rec: 0.026755, loss_semantic: 0.485608, loss_idmrf: 1.838319, loss_adv_gen: -210.926239, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:07:30,988 - INFO - [Train] step: 92299, loss_adv_disc: -13.328117, lr_disc: 0.000010
+2023-03-20 21:07:31,190 - INFO - [Train] step: 92299, loss_mpn: 0.017109, loss_rec: 0.125220, loss_semantic: 1.055642, loss_idmrf: 8.710555, loss_adv_gen: -205.816696, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:08:01,797 - INFO - [Train] step: 92399, loss_adv_disc: -2.055202, lr_disc: 0.000010
+2023-03-20 21:08:02,000 - INFO - [Train] step: 92399, loss_mpn: 0.029595, loss_rec: 0.039691, loss_semantic: 0.532963, loss_idmrf: 2.419799, loss_adv_gen: -176.357071, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:08:32,009 - INFO - [Train] step: 92499, loss_adv_disc: -0.259049, lr_disc: 0.000010
+2023-03-20 21:08:32,207 - INFO - [Train] step: 92499, loss_mpn: 0.039803, loss_rec: 0.065361, loss_semantic: 0.828595, loss_idmrf: 4.302593, loss_adv_gen: -242.881912, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:09:02,282 - INFO - [Train] step: 92599, loss_adv_disc: -4.301152, lr_disc: 0.000010
+2023-03-20 21:09:02,484 - INFO - [Train] step: 92599, loss_mpn: 0.016844, loss_rec: 0.049518, loss_semantic: 0.628879, loss_idmrf: 2.874266, loss_adv_gen: -203.417374, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:09:32,761 - INFO - [Train] step: 92699, loss_adv_disc: -3.768594, lr_disc: 0.000010
+2023-03-20 21:09:32,966 - INFO - [Train] step: 92699, loss_mpn: 0.025610, loss_rec: 0.054095, loss_semantic: 0.704645, loss_idmrf: 3.603951, loss_adv_gen: -204.265198, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:10:03,897 - INFO - [Train] step: 92799, loss_adv_disc: 5.452827, lr_disc: 0.000010
+2023-03-20 21:10:04,100 - INFO - [Train] step: 92799, loss_mpn: 0.089108, loss_rec: 0.087842, loss_semantic: 0.798890, loss_idmrf: 5.116815, loss_adv_gen: -220.408966, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:10:34,644 - INFO - [Train] step: 92899, loss_adv_disc: -10.490412, lr_disc: 0.000010
+2023-03-20 21:10:34,849 - INFO - [Train] step: 92899, loss_mpn: 0.034742, loss_rec: 0.079022, loss_semantic: 0.902845, loss_idmrf: 5.194720, loss_adv_gen: -197.873886, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:11:05,195 - INFO - [Train] step: 92999, loss_adv_disc: -18.682158, lr_disc: 0.000010
+2023-03-20 21:11:05,390 - INFO - [Train] step: 92999, loss_mpn: 0.124732, loss_rec: 0.135890, loss_semantic: 1.031019, loss_idmrf: 6.848856, loss_adv_gen: -218.892471, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:11:55,188 - INFO - [Eval] step: 92999, bce: 0.139581, psnr: 24.571037, ssim: 0.829855
+2023-03-20 21:12:29,974 - INFO - [Train] step: 93099, loss_adv_disc: -5.572408, lr_disc: 0.000010
+2023-03-20 21:12:30,169 - INFO - [Train] step: 93099, loss_mpn: 0.072701, loss_rec: 0.123214, loss_semantic: 1.107515, loss_idmrf: 6.150090, loss_adv_gen: -256.183624, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:13:00,932 - INFO - [Train] step: 93199, loss_adv_disc: -15.194053, lr_disc: 0.000010
+2023-03-20 21:13:01,137 - INFO - [Train] step: 93199, loss_mpn: 0.041069, loss_rec: 0.105054, loss_semantic: 1.017457, loss_idmrf: 6.286632, loss_adv_gen: -208.918655, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:13:32,250 - INFO - [Train] step: 93299, loss_adv_disc: -4.108522, lr_disc: 0.000010
+2023-03-20 21:13:32,450 - INFO - [Train] step: 93299, loss_mpn: 0.044501, loss_rec: 0.074153, loss_semantic: 0.927153, loss_idmrf: 6.473899, loss_adv_gen: -221.796402, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:14:03,276 - INFO - [Train] step: 93399, loss_adv_disc: -2.173227, lr_disc: 0.000010
+2023-03-20 21:14:03,478 - INFO - [Train] step: 93399, loss_mpn: 0.092158, loss_rec: 0.108848, loss_semantic: 0.929479, loss_idmrf: 4.027920, loss_adv_gen: -239.950119, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:14:33,882 - INFO - [Train] step: 93499, loss_adv_disc: -6.672359, lr_disc: 0.000010
+2023-03-20 21:14:34,081 - INFO - [Train] step: 93499, loss_mpn: 0.042828, loss_rec: 0.088027, loss_semantic: 0.971071, loss_idmrf: 5.785525, loss_adv_gen: -223.257431, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:15:04,464 - INFO - [Train] step: 93599, loss_adv_disc: -9.084329, lr_disc: 0.000010
+2023-03-20 21:15:04,671 - INFO - [Train] step: 93599, loss_mpn: 0.054205, loss_rec: 0.114874, loss_semantic: 1.172780, loss_idmrf: 7.036218, loss_adv_gen: -239.478714, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:15:35,274 - INFO - [Train] step: 93699, loss_adv_disc: -2.791481, lr_disc: 0.000010
+2023-03-20 21:15:35,481 - INFO - [Train] step: 93699, loss_mpn: 0.063980, loss_rec: 0.077281, loss_semantic: 0.862150, loss_idmrf: 4.701941, loss_adv_gen: -219.222458, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:16:05,947 - INFO - [Train] step: 93799, loss_adv_disc: -3.020010, lr_disc: 0.000010
+2023-03-20 21:16:06,151 - INFO - [Train] step: 93799, loss_mpn: 0.045466, loss_rec: 0.041286, loss_semantic: 0.604929, loss_idmrf: 2.929062, loss_adv_gen: -216.473602, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:16:37,164 - INFO - [Train] step: 93899, loss_adv_disc: -2.670726, lr_disc: 0.000010
+2023-03-20 21:16:37,371 - INFO - [Train] step: 93899, loss_mpn: 0.057603, loss_rec: 0.051439, loss_semantic: 0.680546, loss_idmrf: 2.319834, loss_adv_gen: -241.574539, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:17:07,569 - INFO - [Train] step: 93999, loss_adv_disc: -5.543773, lr_disc: 0.000010
+2023-03-20 21:17:07,775 - INFO - [Train] step: 93999, loss_mpn: 0.157674, loss_rec: 0.095497, loss_semantic: 1.006275, loss_idmrf: 5.701609, loss_adv_gen: -226.913376, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:17:57,328 - INFO - [Eval] step: 93999, bce: 0.133817, psnr: 24.593363, ssim: 0.830566
+2023-03-20 21:18:32,254 - INFO - [Train] step: 94099, loss_adv_disc: -11.574824, lr_disc: 0.000010
+2023-03-20 21:18:32,452 - INFO - [Train] step: 94099, loss_mpn: 0.033360, loss_rec: 0.091894, loss_semantic: 0.832236, loss_idmrf: 5.485800, loss_adv_gen: -204.968994, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:19:03,114 - INFO - [Train] step: 94199, loss_adv_disc: -3.008510, lr_disc: 0.000010
+2023-03-20 21:19:03,321 - INFO - [Train] step: 94199, loss_mpn: 0.040488, loss_rec: 0.057594, loss_semantic: 0.773875, loss_idmrf: 3.743630, loss_adv_gen: -213.815353, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:19:33,978 - INFO - [Train] step: 94299, loss_adv_disc: 4.954787, lr_disc: 0.000010
+2023-03-20 21:19:34,179 - INFO - [Train] step: 94299, loss_mpn: 0.155233, loss_rec: 0.105635, loss_semantic: 0.970821, loss_idmrf: 4.899977, loss_adv_gen: -241.053558, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:20:05,318 - INFO - [Train] step: 94399, loss_adv_disc: 1.240874, lr_disc: 0.000010
+2023-03-20 21:20:05,525 - INFO - [Train] step: 94399, loss_mpn: 0.065954, loss_rec: 0.033881, loss_semantic: 0.528119, loss_idmrf: 2.830941, loss_adv_gen: -190.841370, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:20:36,789 - INFO - [Train] step: 94499, loss_adv_disc: -1.970419, lr_disc: 0.000010
+2023-03-20 21:20:36,991 - INFO - [Train] step: 94499, loss_mpn: 0.063348, loss_rec: 0.081659, loss_semantic: 1.000883, loss_idmrf: 5.418229, loss_adv_gen: -255.807098, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:21:07,372 - INFO - [Train] step: 94599, loss_adv_disc: 1.860652, lr_disc: 0.000010
+2023-03-20 21:21:07,572 - INFO - [Train] step: 94599, loss_mpn: 0.021662, loss_rec: 0.037417, loss_semantic: 0.548115, loss_idmrf: 1.753534, loss_adv_gen: -232.034378, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:21:38,156 - INFO - [Train] step: 94699, loss_adv_disc: -5.150986, lr_disc: 0.000010
+2023-03-20 21:21:38,360 - INFO - [Train] step: 94699, loss_mpn: 0.021723, loss_rec: 0.060622, loss_semantic: 0.821120, loss_idmrf: 3.754308, loss_adv_gen: -201.808624, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:22:09,224 - INFO - [Train] step: 94799, loss_adv_disc: -1.984520, lr_disc: 0.000010
+2023-03-20 21:22:09,433 - INFO - [Train] step: 94799, loss_mpn: 0.105390, loss_rec: 0.122234, loss_semantic: 1.015268, loss_idmrf: 6.102825, loss_adv_gen: -262.471741, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:22:39,606 - INFO - [Train] step: 94899, loss_adv_disc: -2.369510, lr_disc: 0.000010
+2023-03-20 21:22:39,810 - INFO - [Train] step: 94899, loss_mpn: 0.055877, loss_rec: 0.073000, loss_semantic: 0.907155, loss_idmrf: 6.901971, loss_adv_gen: -223.282532, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:23:10,463 - INFO - [Train] step: 94999, loss_adv_disc: -6.714822, lr_disc: 0.000010
+2023-03-20 21:23:10,666 - INFO - [Train] step: 94999, loss_mpn: 0.061006, loss_rec: 0.074680, loss_semantic: 0.767607, loss_idmrf: 4.738009, loss_adv_gen: -197.500092, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:24:00,568 - INFO - [Eval] step: 94999, bce: 0.135531, psnr: 24.669071, ssim: 0.832380
+2023-03-20 21:24:35,746 - INFO - [Train] step: 95099, loss_adv_disc: -4.842138, lr_disc: 0.000010
+2023-03-20 21:24:35,950 - INFO - [Train] step: 95099, loss_mpn: 0.084241, loss_rec: 0.088977, loss_semantic: 0.962124, loss_idmrf: 6.007562, loss_adv_gen: -206.471542, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:25:06,628 - INFO - [Train] step: 95199, loss_adv_disc: -1.218298, lr_disc: 0.000010
+2023-03-20 21:25:06,832 - INFO - [Train] step: 95199, loss_mpn: 0.016622, loss_rec: 0.026612, loss_semantic: 0.487216, loss_idmrf: 1.680817, loss_adv_gen: -199.019699, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:25:37,412 - INFO - [Train] step: 95299, loss_adv_disc: -4.150165, lr_disc: 0.000010
+2023-03-20 21:25:37,615 - INFO - [Train] step: 95299, loss_mpn: 0.074040, loss_rec: 0.100195, loss_semantic: 0.960888, loss_idmrf: 6.815078, loss_adv_gen: -224.478378, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:26:08,671 - INFO - [Train] step: 95399, loss_adv_disc: -9.149199, lr_disc: 0.000010
+2023-03-20 21:26:08,884 - INFO - [Train] step: 95399, loss_mpn: 0.033583, loss_rec: 0.064740, loss_semantic: 0.757709, loss_idmrf: 3.071614, loss_adv_gen: -219.811401, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:26:39,794 - INFO - [Train] step: 95499, loss_adv_disc: -5.691440, lr_disc: 0.000010
+2023-03-20 21:26:39,996 - INFO - [Train] step: 95499, loss_mpn: 0.028311, loss_rec: 0.061231, loss_semantic: 0.749761, loss_idmrf: 3.039292, loss_adv_gen: -231.048462, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:27:10,750 - INFO - [Train] step: 95599, loss_adv_disc: 0.189711, lr_disc: 0.000010
+2023-03-20 21:27:10,954 - INFO - [Train] step: 95599, loss_mpn: 0.097540, loss_rec: 0.072798, loss_semantic: 0.772364, loss_idmrf: 3.894479, loss_adv_gen: -205.076996, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:27:41,397 - INFO - [Train] step: 95699, loss_adv_disc: 4.261868, lr_disc: 0.000010
+2023-03-20 21:27:41,599 - INFO - [Train] step: 95699, loss_mpn: 0.141903, loss_rec: 0.127850, loss_semantic: 0.979345, loss_idmrf: 7.437159, loss_adv_gen: -230.160049, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:28:11,918 - INFO - [Train] step: 95799, loss_adv_disc: -2.759977, lr_disc: 0.000010
+2023-03-20 21:28:12,118 - INFO - [Train] step: 95799, loss_mpn: 0.048859, loss_rec: 0.047976, loss_semantic: 0.792715, loss_idmrf: 4.319514, loss_adv_gen: -183.198517, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:28:42,264 - INFO - [Train] step: 95899, loss_adv_disc: -10.746737, lr_disc: 0.000010
+2023-03-20 21:28:42,466 - INFO - [Train] step: 95899, loss_mpn: 0.040291, loss_rec: 0.126960, loss_semantic: 1.115777, loss_idmrf: 7.509894, loss_adv_gen: -217.799377, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:29:13,149 - INFO - [Train] step: 95999, loss_adv_disc: -9.467431, lr_disc: 0.000010
+2023-03-20 21:29:13,351 - INFO - [Train] step: 95999, loss_mpn: 0.053717, loss_rec: 0.065366, loss_semantic: 0.782999, loss_idmrf: 3.557528, loss_adv_gen: -205.605713, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:30:03,342 - INFO - [Eval] step: 95999, bce: 0.133322, psnr: 24.591225, ssim: 0.830981
+2023-03-20 21:30:38,706 - INFO - [Train] step: 96099, loss_adv_disc: -3.845544, lr_disc: 0.000010
+2023-03-20 21:30:38,910 - INFO - [Train] step: 96099, loss_mpn: 0.035513, loss_rec: 0.048776, loss_semantic: 0.633640, loss_idmrf: 5.219098, loss_adv_gen: -191.070709, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:31:09,537 - INFO - [Train] step: 96199, loss_adv_disc: -6.980796, lr_disc: 0.000010
+2023-03-20 21:31:09,741 - INFO - [Train] step: 96199, loss_mpn: 0.045900, loss_rec: 0.103787, loss_semantic: 0.948150, loss_idmrf: 5.883838, loss_adv_gen: -241.051682, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:31:40,234 - INFO - [Train] step: 96299, loss_adv_disc: -7.909922, lr_disc: 0.000010
+2023-03-20 21:31:40,442 - INFO - [Train] step: 96299, loss_mpn: 0.027847, loss_rec: 0.062470, loss_semantic: 0.721393, loss_idmrf: 3.440520, loss_adv_gen: -235.683975, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:32:10,888 - INFO - [Train] step: 96399, loss_adv_disc: -1.643156, lr_disc: 0.000010
+2023-03-20 21:32:11,095 - INFO - [Train] step: 96399, loss_mpn: 0.042373, loss_rec: 0.032527, loss_semantic: 0.524698, loss_idmrf: 2.958879, loss_adv_gen: -183.179688, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:32:42,192 - INFO - [Train] step: 96499, loss_adv_disc: -4.038304, lr_disc: 0.000010
+2023-03-20 21:32:42,395 - INFO - [Train] step: 96499, loss_mpn: 0.030963, loss_rec: 0.067845, loss_semantic: 0.825858, loss_idmrf: 5.177730, loss_adv_gen: -226.916718, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:33:13,357 - INFO - [Train] step: 96599, loss_adv_disc: -11.067781, lr_disc: 0.000010
+2023-03-20 21:33:13,572 - INFO - [Train] step: 96599, loss_mpn: 0.027884, loss_rec: 0.093890, loss_semantic: 0.951524, loss_idmrf: 5.711217, loss_adv_gen: -196.711380, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:33:44,262 - INFO - [Train] step: 96699, loss_adv_disc: -1.039588, lr_disc: 0.000010
+2023-03-20 21:33:44,491 - INFO - [Train] step: 96699, loss_mpn: 0.058311, loss_rec: 0.082009, loss_semantic: 0.729655, loss_idmrf: 5.371113, loss_adv_gen: -185.903748, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:34:15,235 - INFO - [Train] step: 96799, loss_adv_disc: 1.307104, lr_disc: 0.000010
+2023-03-20 21:34:15,430 - INFO - [Train] step: 96799, loss_mpn: 0.082522, loss_rec: 0.118224, loss_semantic: 1.115992, loss_idmrf: 6.883112, loss_adv_gen: -223.988434, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:34:45,846 - INFO - [Train] step: 96899, loss_adv_disc: 3.830024, lr_disc: 0.000010
+2023-03-20 21:34:46,049 - INFO - [Train] step: 96899, loss_mpn: 0.045279, loss_rec: 0.041438, loss_semantic: 0.553549, loss_idmrf: 1.871017, loss_adv_gen: -255.656281, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:35:16,203 - INFO - [Train] step: 96999, loss_adv_disc: 0.675485, lr_disc: 0.000010
+2023-03-20 21:35:16,406 - INFO - [Train] step: 96999, loss_mpn: 0.052168, loss_rec: 0.043932, loss_semantic: 0.609856, loss_idmrf: 3.120894, loss_adv_gen: -210.184158, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:36:05,921 - INFO - [Eval] step: 96999, bce: 0.133941, psnr: 24.622974, ssim: 0.831491
+2023-03-20 21:36:40,838 - INFO - [Train] step: 97099, loss_adv_disc: -0.881093, lr_disc: 0.000010
+2023-03-20 21:36:41,039 - INFO - [Train] step: 97099, loss_mpn: 0.051885, loss_rec: 0.072182, loss_semantic: 0.889231, loss_idmrf: 5.309957, loss_adv_gen: -224.802002, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:37:11,165 - INFO - [Train] step: 97199, loss_adv_disc: -5.124922, lr_disc: 0.000010
+2023-03-20 21:37:11,365 - INFO - [Train] step: 97199, loss_mpn: 0.028721, loss_rec: 0.079930, loss_semantic: 0.881446, loss_idmrf: 5.036559, loss_adv_gen: -211.465118, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:37:41,363 - INFO - [Train] step: 97299, loss_adv_disc: -0.923130, lr_disc: 0.000010
+2023-03-20 21:37:41,568 - INFO - [Train] step: 97299, loss_mpn: 0.018522, loss_rec: 0.031031, loss_semantic: 0.578649, loss_idmrf: 2.308067, loss_adv_gen: -242.437042, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:38:11,942 - INFO - [Train] step: 97399, loss_adv_disc: -0.221194, lr_disc: 0.000010
+2023-03-20 21:38:12,145 - INFO - [Train] step: 97399, loss_mpn: 0.016951, loss_rec: 0.042968, loss_semantic: 0.579986, loss_idmrf: 2.745153, loss_adv_gen: -202.004501, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:38:42,915 - INFO - [Train] step: 97499, loss_adv_disc: 2.483292, lr_disc: 0.000010
+2023-03-20 21:38:43,118 - INFO - [Train] step: 97499, loss_mpn: 0.008740, loss_rec: 0.025023, loss_semantic: 0.456081, loss_idmrf: 0.808516, loss_adv_gen: -230.948257, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:39:13,977 - INFO - [Train] step: 97599, loss_adv_disc: 1.382684, lr_disc: 0.000010
+2023-03-20 21:39:14,178 - INFO - [Train] step: 97599, loss_mpn: 0.008736, loss_rec: 0.022569, loss_semantic: 0.384116, loss_idmrf: 1.845129, loss_adv_gen: -221.867798, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:39:45,355 - INFO - [Train] step: 97699, loss_adv_disc: 1.342829, lr_disc: 0.000010
+2023-03-20 21:39:45,559 - INFO - [Train] step: 97699, loss_mpn: 0.048944, loss_rec: 0.040869, loss_semantic: 0.560717, loss_idmrf: 2.470046, loss_adv_gen: -206.160858, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:40:16,473 - INFO - [Train] step: 97799, loss_adv_disc: 1.046534, lr_disc: 0.000010
+2023-03-20 21:40:16,675 - INFO - [Train] step: 97799, loss_mpn: 0.029948, loss_rec: 0.042315, loss_semantic: 0.624811, loss_idmrf: 2.825527, loss_adv_gen: -228.985672, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:40:47,041 - INFO - [Train] step: 97899, loss_adv_disc: -0.411015, lr_disc: 0.000010
+2023-03-20 21:40:47,243 - INFO - [Train] step: 97899, loss_mpn: 0.061595, loss_rec: 0.094339, loss_semantic: 0.889776, loss_idmrf: 4.888418, loss_adv_gen: -234.867645, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:41:17,334 - INFO - [Train] step: 97999, loss_adv_disc: 0.362016, lr_disc: 0.000010
+2023-03-20 21:41:17,541 - INFO - [Train] step: 97999, loss_mpn: 0.020241, loss_rec: 0.027872, loss_semantic: 0.500017, loss_idmrf: 1.272808, loss_adv_gen: -213.819351, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:42:07,375 - INFO - [Eval] step: 97999, bce: 0.135317, psnr: 24.624050, ssim: 0.831163
+2023-03-20 21:42:42,173 - INFO - [Train] step: 98099, loss_adv_disc: -2.408778, lr_disc: 0.000010
+2023-03-20 21:42:42,381 - INFO - [Train] step: 98099, loss_mpn: 0.052451, loss_rec: 0.075351, loss_semantic: 0.754455, loss_idmrf: 5.955750, loss_adv_gen: -191.283936, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:43:12,659 - INFO - [Train] step: 98199, loss_adv_disc: 0.088940, lr_disc: 0.000010
+2023-03-20 21:43:12,861 - INFO - [Train] step: 98199, loss_mpn: 0.052731, loss_rec: 0.069083, loss_semantic: 0.772488, loss_idmrf: 4.276875, loss_adv_gen: -208.681305, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:43:43,229 - INFO - [Train] step: 98299, loss_adv_disc: -14.198689, lr_disc: 0.000010
+2023-03-20 21:43:43,434 - INFO - [Train] step: 98299, loss_mpn: 0.024441, loss_rec: 0.044337, loss_semantic: 0.583588, loss_idmrf: 3.646975, loss_adv_gen: -201.222153, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:44:13,884 - INFO - [Train] step: 98399, loss_adv_disc: -0.467866, lr_disc: 0.000010
+2023-03-20 21:44:14,095 - INFO - [Train] step: 98399, loss_mpn: 0.082533, loss_rec: 0.065123, loss_semantic: 0.709027, loss_idmrf: 3.570472, loss_adv_gen: -241.650787, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:44:44,290 - INFO - [Train] step: 98499, loss_adv_disc: -0.896556, lr_disc: 0.000010
+2023-03-20 21:44:44,493 - INFO - [Train] step: 98499, loss_mpn: 0.082677, loss_rec: 0.076298, loss_semantic: 0.783819, loss_idmrf: 4.419653, loss_adv_gen: -232.351837, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:45:15,166 - INFO - [Train] step: 98599, loss_adv_disc: -3.647981, lr_disc: 0.000010
+2023-03-20 21:45:15,372 - INFO - [Train] step: 98599, loss_mpn: 0.024952, loss_rec: 0.058787, loss_semantic: 0.836394, loss_idmrf: 2.963028, loss_adv_gen: -218.212128, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:45:46,666 - INFO - [Train] step: 98699, loss_adv_disc: -10.888849, lr_disc: 0.000010
+2023-03-20 21:45:46,876 - INFO - [Train] step: 98699, loss_mpn: 0.031732, loss_rec: 0.077287, loss_semantic: 0.770029, loss_idmrf: 5.902179, loss_adv_gen: -208.416946, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:46:18,503 - INFO - [Train] step: 98799, loss_adv_disc: -5.529019, lr_disc: 0.000010
+2023-03-20 21:46:18,704 - INFO - [Train] step: 98799, loss_mpn: 0.077784, loss_rec: 0.101452, loss_semantic: 0.972708, loss_idmrf: 5.139081, loss_adv_gen: -203.211914, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:46:49,246 - INFO - [Train] step: 98899, loss_adv_disc: -2.112596, lr_disc: 0.000010
+2023-03-20 21:46:49,448 - INFO - [Train] step: 98899, loss_mpn: 0.050241, loss_rec: 0.063344, loss_semantic: 0.763430, loss_idmrf: 3.787737, loss_adv_gen: -203.671356, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:47:19,558 - INFO - [Train] step: 98999, loss_adv_disc: -4.322155, lr_disc: 0.000010
+2023-03-20 21:47:19,758 - INFO - [Train] step: 98999, loss_mpn: 0.331991, loss_rec: 0.135446, loss_semantic: 0.917929, loss_idmrf: 5.574395, loss_adv_gen: -213.839203, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:48:09,430 - INFO - [Eval] step: 98999, bce: 0.138133, psnr: 24.691982, ssim: 0.831649
+2023-03-20 21:48:44,790 - INFO - [Train] step: 99099, loss_adv_disc: -3.350387, lr_disc: 0.000010
+2023-03-20 21:48:44,992 - INFO - [Train] step: 99099, loss_mpn: 0.029190, loss_rec: 0.074192, loss_semantic: 0.854724, loss_idmrf: 6.417866, loss_adv_gen: -186.883698, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:49:16,022 - INFO - [Train] step: 99199, loss_adv_disc: -6.134483, lr_disc: 0.000010
+2023-03-20 21:49:16,242 - INFO - [Train] step: 99199, loss_mpn: 0.055561, loss_rec: 0.087523, loss_semantic: 1.009744, loss_idmrf: 4.955830, loss_adv_gen: -215.083191, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:49:46,780 - INFO - [Train] step: 99299, loss_adv_disc: -2.102248, lr_disc: 0.000010
+2023-03-20 21:49:46,993 - INFO - [Train] step: 99299, loss_mpn: 0.050828, loss_rec: 0.103323, loss_semantic: 0.857424, loss_idmrf: 4.186139, loss_adv_gen: -213.670807, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:50:17,877 - INFO - [Train] step: 99399, loss_adv_disc: -2.880976, lr_disc: 0.000010
+2023-03-20 21:50:18,086 - INFO - [Train] step: 99399, loss_mpn: 0.016518, loss_rec: 0.041874, loss_semantic: 0.601940, loss_idmrf: 2.489052, loss_adv_gen: -242.054382, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:50:49,025 - INFO - [Train] step: 99499, loss_adv_disc: 6.072813, lr_disc: 0.000010
+2023-03-20 21:50:49,228 - INFO - [Train] step: 99499, loss_mpn: 0.066122, loss_rec: 0.066009, loss_semantic: 0.826261, loss_idmrf: 4.624288, loss_adv_gen: -206.278870, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:51:19,294 - INFO - [Train] step: 99599, loss_adv_disc: -2.168607, lr_disc: 0.000010
+2023-03-20 21:51:19,496 - INFO - [Train] step: 99599, loss_mpn: 0.027199, loss_rec: 0.050050, loss_semantic: 0.766128, loss_idmrf: 5.205095, loss_adv_gen: -207.757477, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:51:50,386 - INFO - [Train] step: 99699, loss_adv_disc: -0.930633, lr_disc: 0.000010
+2023-03-20 21:51:50,593 - INFO - [Train] step: 99699, loss_mpn: 0.022953, loss_rec: 0.057625, loss_semantic: 0.731546, loss_idmrf: 3.899199, loss_adv_gen: -245.766327, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:52:21,806 - INFO - [Train] step: 99799, loss_adv_disc: -0.590964, lr_disc: 0.000010
+2023-03-20 21:52:22,013 - INFO - [Train] step: 99799, loss_mpn: 0.038558, loss_rec: 0.043710, loss_semantic: 0.602716, loss_idmrf: 2.837116, loss_adv_gen: -215.542755, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:52:52,806 - INFO - [Train] step: 99899, loss_adv_disc: -0.651971, lr_disc: 0.000010
+2023-03-20 21:52:53,008 - INFO - [Train] step: 99899, loss_mpn: 0.060068, loss_rec: 0.057655, loss_semantic: 0.689446, loss_idmrf: 2.698174, loss_adv_gen: -222.597000, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:53:23,541 - INFO - [Train] step: 99999, loss_adv_disc: -12.245405, lr_disc: 0.000010
+2023-03-20 21:53:23,747 - INFO - [Train] step: 99999, loss_mpn: 0.126639, loss_rec: 0.116769, loss_semantic: 1.157870, loss_idmrf: 9.203529, loss_adv_gen: -196.527100, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:54:13,547 - INFO - [Eval] step: 99999, bce: 0.132110, psnr: 24.531328, ssim: 0.829534
+2023-03-20 21:54:48,319 - INFO - [Train] step: 100099, loss_adv_disc: -3.513182, lr_disc: 0.000010
+2023-03-20 21:54:48,520 - INFO - [Train] step: 100099, loss_mpn: 0.043514, loss_rec: 0.065322, loss_semantic: 0.809723, loss_idmrf: 3.030936, loss_adv_gen: -228.092316, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:55:18,710 - INFO - [Train] step: 100199, loss_adv_disc: -0.271191, lr_disc: 0.000010
+2023-03-20 21:55:18,918 - INFO - [Train] step: 100199, loss_mpn: 0.041316, loss_rec: 0.040926, loss_semantic: 0.675794, loss_idmrf: 3.428893, loss_adv_gen: -208.689392, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:55:49,179 - INFO - [Train] step: 100299, loss_adv_disc: -0.064319, lr_disc: 0.000010
+2023-03-20 21:55:49,383 - INFO - [Train] step: 100299, loss_mpn: 0.019651, loss_rec: 0.042431, loss_semantic: 0.632916, loss_idmrf: 2.700880, loss_adv_gen: -210.630325, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:56:19,775 - INFO - [Train] step: 100399, loss_adv_disc: -5.828308, lr_disc: 0.000010
+2023-03-20 21:56:19,979 - INFO - [Train] step: 100399, loss_mpn: 0.063253, loss_rec: 0.114471, loss_semantic: 1.133524, loss_idmrf: 4.573370, loss_adv_gen: -256.190430, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:56:50,483 - INFO - [Train] step: 100499, loss_adv_disc: 5.657061, lr_disc: 0.000010
+2023-03-20 21:56:50,692 - INFO - [Train] step: 100499, loss_mpn: 0.094502, loss_rec: 0.071841, loss_semantic: 0.774180, loss_idmrf: 3.247379, loss_adv_gen: -237.041672, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:57:21,201 - INFO - [Train] step: 100599, loss_adv_disc: 1.464812, lr_disc: 0.000010
+2023-03-20 21:57:21,404 - INFO - [Train] step: 100599, loss_mpn: 0.042728, loss_rec: 0.048699, loss_semantic: 0.676687, loss_idmrf: 3.416310, loss_adv_gen: -205.965088, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:57:51,831 - INFO - [Train] step: 100699, loss_adv_disc: -1.699728, lr_disc: 0.000010
+2023-03-20 21:57:52,033 - INFO - [Train] step: 100699, loss_mpn: 0.046921, loss_rec: 0.061188, loss_semantic: 0.708052, loss_idmrf: 3.457900, loss_adv_gen: -211.990005, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:58:23,287 - INFO - [Train] step: 100799, loss_adv_disc: 0.737764, lr_disc: 0.000010
+2023-03-20 21:58:23,490 - INFO - [Train] step: 100799, loss_mpn: 0.019697, loss_rec: 0.025126, loss_semantic: 0.466600, loss_idmrf: 1.598903, loss_adv_gen: -213.852737, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:58:54,626 - INFO - [Train] step: 100899, loss_adv_disc: -10.706131, lr_disc: 0.000010
+2023-03-20 21:58:54,831 - INFO - [Train] step: 100899, loss_mpn: 0.084807, loss_rec: 0.130403, loss_semantic: 1.053551, loss_idmrf: 7.877350, loss_adv_gen: -204.691895, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 21:59:25,633 - INFO - [Train] step: 100999, loss_adv_disc: -3.202371, lr_disc: 0.000010
+2023-03-20 21:59:25,842 - INFO - [Train] step: 100999, loss_mpn: 0.050435, loss_rec: 0.073346, loss_semantic: 0.813080, loss_idmrf: 4.402469, loss_adv_gen: -221.321869, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:00:15,849 - INFO - [Eval] step: 100999, bce: 0.133692, psnr: 24.702417, ssim: 0.832421
+2023-03-20 22:00:50,512 - INFO - [Train] step: 101099, loss_adv_disc: -0.711434, lr_disc: 0.000010
+2023-03-20 22:00:50,717 - INFO - [Train] step: 101099, loss_mpn: 0.039814, loss_rec: 0.047968, loss_semantic: 0.737690, loss_idmrf: 4.358967, loss_adv_gen: -219.127075, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:01:21,593 - INFO - [Train] step: 101199, loss_adv_disc: -0.379027, lr_disc: 0.000010
+2023-03-20 22:01:21,795 - INFO - [Train] step: 101199, loss_mpn: 0.022551, loss_rec: 0.036156, loss_semantic: 0.594172, loss_idmrf: 3.212266, loss_adv_gen: -202.106384, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:01:52,317 - INFO - [Train] step: 101299, loss_adv_disc: 3.275821, lr_disc: 0.000010
+2023-03-20 22:01:52,519 - INFO - [Train] step: 101299, loss_mpn: 0.082634, loss_rec: 0.067500, loss_semantic: 0.721998, loss_idmrf: 4.358733, loss_adv_gen: -189.630981, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:02:22,995 - INFO - [Train] step: 101399, loss_adv_disc: -0.372037, lr_disc: 0.000010
+2023-03-20 22:02:23,207 - INFO - [Train] step: 101399, loss_mpn: 0.073863, loss_rec: 0.064075, loss_semantic: 0.771458, loss_idmrf: 5.690040, loss_adv_gen: -207.977631, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:02:53,559 - INFO - [Train] step: 101499, loss_adv_disc: -15.018180, lr_disc: 0.000010
+2023-03-20 22:02:53,763 - INFO - [Train] step: 101499, loss_mpn: 0.029666, loss_rec: 0.093613, loss_semantic: 0.696665, loss_idmrf: 3.621390, loss_adv_gen: -210.594559, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:03:24,187 - INFO - [Train] step: 101599, loss_adv_disc: -1.083717, lr_disc: 0.000010
+2023-03-20 22:03:24,389 - INFO - [Train] step: 101599, loss_mpn: 0.037307, loss_rec: 0.036305, loss_semantic: 0.569231, loss_idmrf: 2.942627, loss_adv_gen: -196.170914, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:03:54,812 - INFO - [Train] step: 101699, loss_adv_disc: 4.337807, lr_disc: 0.000010
+2023-03-20 22:03:55,017 - INFO - [Train] step: 101699, loss_mpn: 0.202665, loss_rec: 0.133584, loss_semantic: 1.124131, loss_idmrf: 6.811456, loss_adv_gen: -212.218582, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:04:25,877 - INFO - [Train] step: 101799, loss_adv_disc: 0.111751, lr_disc: 0.000010
+2023-03-20 22:04:26,092 - INFO - [Train] step: 101799, loss_mpn: 0.020628, loss_rec: 0.023804, loss_semantic: 0.489920, loss_idmrf: 2.181377, loss_adv_gen: -219.356140, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:04:57,375 - INFO - [Train] step: 101899, loss_adv_disc: 0.966383, lr_disc: 0.000010
+2023-03-20 22:04:57,575 - INFO - [Train] step: 101899, loss_mpn: 0.034276, loss_rec: 0.051445, loss_semantic: 0.816715, loss_idmrf: 4.530206, loss_adv_gen: -215.835114, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:05:28,636 - INFO - [Train] step: 101999, loss_adv_disc: -5.909384, lr_disc: 0.000010
+2023-03-20 22:05:28,839 - INFO - [Train] step: 101999, loss_mpn: 0.038304, loss_rec: 0.070746, loss_semantic: 0.814632, loss_idmrf: 5.556128, loss_adv_gen: -190.709747, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:06:18,541 - INFO - [Eval] step: 101999, bce: 0.133253, psnr: 24.705954, ssim: 0.833139
+2023-03-20 22:06:53,356 - INFO - [Train] step: 102099, loss_adv_disc: -1.377514, lr_disc: 0.000010
+2023-03-20 22:06:53,560 - INFO - [Train] step: 102099, loss_mpn: 0.026818, loss_rec: 0.063763, loss_semantic: 0.706477, loss_idmrf: 2.871987, loss_adv_gen: -215.836273, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:07:23,923 - INFO - [Train] step: 102199, loss_adv_disc: 0.303658, lr_disc: 0.000010
+2023-03-20 22:07:24,127 - INFO - [Train] step: 102199, loss_mpn: 0.034539, loss_rec: 0.043510, loss_semantic: 0.634610, loss_idmrf: 3.451656, loss_adv_gen: -174.795853, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:07:54,311 - INFO - [Train] step: 102299, loss_adv_disc: -0.908317, lr_disc: 0.000010
+2023-03-20 22:07:54,527 - INFO - [Train] step: 102299, loss_mpn: 0.071045, loss_rec: 0.076389, loss_semantic: 0.862117, loss_idmrf: 4.611606, loss_adv_gen: -226.702423, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:08:25,628 - INFO - [Train] step: 102399, loss_adv_disc: -8.254284, lr_disc: 0.000010
+2023-03-20 22:08:25,834 - INFO - [Train] step: 102399, loss_mpn: 0.025664, loss_rec: 0.093012, loss_semantic: 0.961166, loss_idmrf: 5.109474, loss_adv_gen: -222.421234, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:08:56,399 - INFO - [Train] step: 102499, loss_adv_disc: -7.995280, lr_disc: 0.000010
+2023-03-20 22:08:56,598 - INFO - [Train] step: 102499, loss_mpn: 0.045174, loss_rec: 0.109000, loss_semantic: 1.027067, loss_idmrf: 7.487575, loss_adv_gen: -209.188171, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:09:27,446 - INFO - [Train] step: 102599, loss_adv_disc: -6.163416, lr_disc: 0.000010
+2023-03-20 22:09:27,650 - INFO - [Train] step: 102599, loss_mpn: 0.094659, loss_rec: 0.107588, loss_semantic: 0.854754, loss_idmrf: 4.134047, loss_adv_gen: -235.009186, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:09:58,555 - INFO - [Train] step: 102699, loss_adv_disc: -6.482190, lr_disc: 0.000010
+2023-03-20 22:09:58,758 - INFO - [Train] step: 102699, loss_mpn: 0.022010, loss_rec: 0.075837, loss_semantic: 0.849792, loss_idmrf: 5.698163, loss_adv_gen: -226.938904, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:10:29,356 - INFO - [Train] step: 102799, loss_adv_disc: 1.119532, lr_disc: 0.000010
+2023-03-20 22:10:29,557 - INFO - [Train] step: 102799, loss_mpn: 0.008396, loss_rec: 0.024062, loss_semantic: 0.395172, loss_idmrf: 1.533591, loss_adv_gen: -217.747681, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:11:00,530 - INFO - [Train] step: 102899, loss_adv_disc: -8.216625, lr_disc: 0.000010
+2023-03-20 22:11:00,736 - INFO - [Train] step: 102899, loss_mpn: 0.059674, loss_rec: 0.097487, loss_semantic: 0.973132, loss_idmrf: 4.445889, loss_adv_gen: -226.149017, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:11:31,839 - INFO - [Train] step: 102999, loss_adv_disc: -2.517849, lr_disc: 0.000010
+2023-03-20 22:11:32,047 - INFO - [Train] step: 102999, loss_mpn: 0.037951, loss_rec: 0.056799, loss_semantic: 0.689384, loss_idmrf: 3.448797, loss_adv_gen: -217.637939, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:12:24,541 - INFO - [Eval] step: 102999, bce: 0.134304, psnr: 24.690540, ssim: 0.832760
+2023-03-20 22:12:59,929 - INFO - [Train] step: 103099, loss_adv_disc: -9.851431, lr_disc: 0.000010
+2023-03-20 22:13:00,133 - INFO - [Train] step: 103099, loss_mpn: 0.077011, loss_rec: 0.089445, loss_semantic: 0.901219, loss_idmrf: 5.773055, loss_adv_gen: -212.833832, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:13:30,538 - INFO - [Train] step: 103199, loss_adv_disc: -0.607627, lr_disc: 0.000010
+2023-03-20 22:13:30,740 - INFO - [Train] step: 103199, loss_mpn: 0.051734, loss_rec: 0.054993, loss_semantic: 0.675734, loss_idmrf: 4.012484, loss_adv_gen: -187.310181, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:14:01,009 - INFO - [Train] step: 103299, loss_adv_disc: -4.729583, lr_disc: 0.000010
+2023-03-20 22:14:01,215 - INFO - [Train] step: 103299, loss_mpn: 0.065077, loss_rec: 0.055856, loss_semantic: 0.788733, loss_idmrf: 3.863150, loss_adv_gen: -199.520370, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:14:31,726 - INFO - [Train] step: 103399, loss_adv_disc: 1.066683, lr_disc: 0.000010
+2023-03-20 22:14:31,934 - INFO - [Train] step: 103399, loss_mpn: 0.005646, loss_rec: 0.019777, loss_semantic: 0.356294, loss_idmrf: 0.670307, loss_adv_gen: -219.010132, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:15:02,554 - INFO - [Train] step: 103499, loss_adv_disc: -2.965156, lr_disc: 0.000010
+2023-03-20 22:15:02,760 - INFO - [Train] step: 103499, loss_mpn: 0.036129, loss_rec: 0.051351, loss_semantic: 0.726424, loss_idmrf: 3.282129, loss_adv_gen: -212.473282, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:15:33,538 - INFO - [Train] step: 103599, loss_adv_disc: -1.058846, lr_disc: 0.000010
+2023-03-20 22:15:33,748 - INFO - [Train] step: 103599, loss_mpn: 0.051876, loss_rec: 0.052895, loss_semantic: 0.679717, loss_idmrf: 3.422635, loss_adv_gen: -210.755890, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:16:04,474 - INFO - [Train] step: 103699, loss_adv_disc: -9.055676, lr_disc: 0.000010
+2023-03-20 22:16:04,682 - INFO - [Train] step: 103699, loss_mpn: 0.076025, loss_rec: 0.108543, loss_semantic: 1.083931, loss_idmrf: 5.026546, loss_adv_gen: -240.296509, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:16:35,222 - INFO - [Train] step: 103799, loss_adv_disc: 0.729643, lr_disc: 0.000010
+2023-03-20 22:16:35,428 - INFO - [Train] step: 103799, loss_mpn: 0.010478, loss_rec: 0.022059, loss_semantic: 0.418314, loss_idmrf: 0.809484, loss_adv_gen: -217.263306, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:17:06,145 - INFO - [Train] step: 103899, loss_adv_disc: -9.445277, lr_disc: 0.000010
+2023-03-20 22:17:06,351 - INFO - [Train] step: 103899, loss_mpn: 0.051528, loss_rec: 0.098654, loss_semantic: 0.928964, loss_idmrf: 7.508649, loss_adv_gen: -206.447632, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:17:37,384 - INFO - [Train] step: 103999, loss_adv_disc: -9.542423, lr_disc: 0.000010
+2023-03-20 22:17:37,589 - INFO - [Train] step: 103999, loss_mpn: 0.027082, loss_rec: 0.091472, loss_semantic: 0.919005, loss_idmrf: 4.830561, loss_adv_gen: -194.364777, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:18:32,083 - INFO - [Eval] step: 103999, bce: 0.135563, psnr: 24.642126, ssim: 0.831433
+2023-03-20 22:19:07,122 - INFO - [Train] step: 104099, loss_adv_disc: -4.368957, lr_disc: 0.000010
+2023-03-20 22:19:07,323 - INFO - [Train] step: 104099, loss_mpn: 0.050810, loss_rec: 0.061166, loss_semantic: 0.722500, loss_idmrf: 4.450067, loss_adv_gen: -219.991776, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:19:37,243 - INFO - [Train] step: 104199, loss_adv_disc: -2.713564, lr_disc: 0.000010
+2023-03-20 22:19:37,446 - INFO - [Train] step: 104199, loss_mpn: 0.020501, loss_rec: 0.044569, loss_semantic: 0.590257, loss_idmrf: 2.270370, loss_adv_gen: -215.251404, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:20:07,794 - INFO - [Train] step: 104299, loss_adv_disc: -3.324362, lr_disc: 0.000010
+2023-03-20 22:20:08,007 - INFO - [Train] step: 104299, loss_mpn: 0.041180, loss_rec: 0.068291, loss_semantic: 0.876828, loss_idmrf: 4.260982, loss_adv_gen: -228.401886, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:20:38,362 - INFO - [Train] step: 104399, loss_adv_disc: -3.697728, lr_disc: 0.000010
+2023-03-20 22:20:38,563 - INFO - [Train] step: 104399, loss_mpn: 0.049965, loss_rec: 0.064855, loss_semantic: 0.719007, loss_idmrf: 4.453034, loss_adv_gen: -223.207642, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:21:09,142 - INFO - [Train] step: 104499, loss_adv_disc: 0.079572, lr_disc: 0.000010
+2023-03-20 22:21:09,342 - INFO - [Train] step: 104499, loss_mpn: 0.032127, loss_rec: 0.049552, loss_semantic: 0.681033, loss_idmrf: 3.020239, loss_adv_gen: -226.640411, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:21:39,742 - INFO - [Train] step: 104599, loss_adv_disc: -1.558171, lr_disc: 0.000010
+2023-03-20 22:21:39,950 - INFO - [Train] step: 104599, loss_mpn: 0.054621, loss_rec: 0.071298, loss_semantic: 0.921823, loss_idmrf: 2.882774, loss_adv_gen: -235.045502, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:22:10,168 - INFO - [Train] step: 104699, loss_adv_disc: -10.483082, lr_disc: 0.000010
+2023-03-20 22:22:10,380 - INFO - [Train] step: 104699, loss_mpn: 0.030465, loss_rec: 0.073221, loss_semantic: 0.819419, loss_idmrf: 5.230399, loss_adv_gen: -204.619308, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:22:41,069 - INFO - [Train] step: 104799, loss_adv_disc: -3.231612, lr_disc: 0.000010
+2023-03-20 22:22:41,269 - INFO - [Train] step: 104799, loss_mpn: 0.035454, loss_rec: 0.074413, loss_semantic: 0.912020, loss_idmrf: 4.366541, loss_adv_gen: -219.990448, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:23:11,781 - INFO - [Train] step: 104899, loss_adv_disc: 0.086519, lr_disc: 0.000010
+2023-03-20 22:23:11,985 - INFO - [Train] step: 104899, loss_mpn: 0.076707, loss_rec: 0.085013, loss_semantic: 0.774028, loss_idmrf: 4.108292, loss_adv_gen: -199.655701, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:23:42,691 - INFO - [Train] step: 104999, loss_adv_disc: 1.422291, lr_disc: 0.000010
+2023-03-20 22:23:42,900 - INFO - [Train] step: 104999, loss_mpn: 0.018773, loss_rec: 0.043058, loss_semantic: 0.608446, loss_idmrf: 2.093482, loss_adv_gen: -255.251251, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:24:38,633 - INFO - [Eval] step: 104999, bce: 0.136397, psnr: 24.622429, ssim: 0.831768
+2023-03-20 22:25:15,105 - INFO - [Train] step: 105099, loss_adv_disc: -5.340925, lr_disc: 0.000010
+2023-03-20 22:25:15,305 - INFO - [Train] step: 105099, loss_mpn: 0.046694, loss_rec: 0.064868, loss_semantic: 0.719884, loss_idmrf: 4.621597, loss_adv_gen: -184.493484, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:25:45,529 - INFO - [Train] step: 105199, loss_adv_disc: -4.065567, lr_disc: 0.000010
+2023-03-20 22:25:45,729 - INFO - [Train] step: 105199, loss_mpn: 0.056311, loss_rec: 0.092825, loss_semantic: 0.981826, loss_idmrf: 4.299481, loss_adv_gen: -175.008545, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:26:15,811 - INFO - [Train] step: 105299, loss_adv_disc: 0.531472, lr_disc: 0.000010
+2023-03-20 22:26:16,013 - INFO - [Train] step: 105299, loss_mpn: 0.055686, loss_rec: 0.076440, loss_semantic: 0.826984, loss_idmrf: 3.391929, loss_adv_gen: -209.357086, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:26:46,262 - INFO - [Train] step: 105399, loss_adv_disc: -4.851458, lr_disc: 0.000010
+2023-03-20 22:26:46,461 - INFO - [Train] step: 105399, loss_mpn: 0.045296, loss_rec: 0.078557, loss_semantic: 0.826647, loss_idmrf: 3.165051, loss_adv_gen: -236.394348, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:27:16,808 - INFO - [Train] step: 105499, loss_adv_disc: 4.097066, lr_disc: 0.000010
+2023-03-20 22:27:17,018 - INFO - [Train] step: 105499, loss_mpn: 0.056496, loss_rec: 0.049462, loss_semantic: 0.626133, loss_idmrf: 2.837509, loss_adv_gen: -208.499054, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:27:47,044 - INFO - [Train] step: 105599, loss_adv_disc: -17.687550, lr_disc: 0.000010
+2023-03-20 22:27:47,245 - INFO - [Train] step: 105599, loss_mpn: 0.108782, loss_rec: 0.124051, loss_semantic: 1.035123, loss_idmrf: 6.354930, loss_adv_gen: -186.293549, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:28:17,928 - INFO - [Train] step: 105699, loss_adv_disc: -7.875545, lr_disc: 0.000010
+2023-03-20 22:28:18,144 - INFO - [Train] step: 105699, loss_mpn: 0.098948, loss_rec: 0.107954, loss_semantic: 0.871811, loss_idmrf: 4.595436, loss_adv_gen: -199.821121, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:28:48,408 - INFO - [Train] step: 105799, loss_adv_disc: -4.600720, lr_disc: 0.000010
+2023-03-20 22:28:48,614 - INFO - [Train] step: 105799, loss_mpn: 0.131638, loss_rec: 0.153314, loss_semantic: 1.539012, loss_idmrf: 8.049219, loss_adv_gen: -206.714752, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:29:18,743 - INFO - [Train] step: 105899, loss_adv_disc: -3.058585, lr_disc: 0.000010
+2023-03-20 22:29:18,946 - INFO - [Train] step: 105899, loss_mpn: 0.043384, loss_rec: 0.075241, loss_semantic: 0.817840, loss_idmrf: 4.065938, loss_adv_gen: -217.744370, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:29:49,363 - INFO - [Train] step: 105999, loss_adv_disc: -13.852162, lr_disc: 0.000010
+2023-03-20 22:29:49,569 - INFO - [Train] step: 105999, loss_mpn: 0.029644, loss_rec: 0.099211, loss_semantic: 1.037062, loss_idmrf: 5.279032, loss_adv_gen: -220.911636, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:30:43,094 - INFO - [Eval] step: 105999, bce: 0.139630, psnr: 24.649614, ssim: 0.831393
+2023-03-20 22:31:19,241 - INFO - [Train] step: 106099, loss_adv_disc: -5.133066, lr_disc: 0.000010
+2023-03-20 22:31:19,442 - INFO - [Train] step: 106099, loss_mpn: 0.060534, loss_rec: 0.055861, loss_semantic: 0.707716, loss_idmrf: 3.068562, loss_adv_gen: -206.275208, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:31:49,930 - INFO - [Train] step: 106199, loss_adv_disc: -1.879651, lr_disc: 0.000010
+2023-03-20 22:31:50,134 - INFO - [Train] step: 106199, loss_mpn: 0.028664, loss_rec: 0.040673, loss_semantic: 0.684190, loss_idmrf: 3.889695, loss_adv_gen: -180.758408, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:32:20,458 - INFO - [Train] step: 106299, loss_adv_disc: -7.180079, lr_disc: 0.000010
+2023-03-20 22:32:20,665 - INFO - [Train] step: 106299, loss_mpn: 0.033029, loss_rec: 0.091381, loss_semantic: 0.858881, loss_idmrf: 4.456171, loss_adv_gen: -193.238800, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:32:50,843 - INFO - [Train] step: 106399, loss_adv_disc: -3.391373, lr_disc: 0.000010
+2023-03-20 22:32:51,049 - INFO - [Train] step: 106399, loss_mpn: 0.051961, loss_rec: 0.077223, loss_semantic: 0.903845, loss_idmrf: 4.107334, loss_adv_gen: -239.292816, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:33:21,795 - INFO - [Train] step: 106499, loss_adv_disc: -0.197625, lr_disc: 0.000010
+2023-03-20 22:33:21,998 - INFO - [Train] step: 106499, loss_mpn: 0.034159, loss_rec: 0.045122, loss_semantic: 0.644527, loss_idmrf: 2.941387, loss_adv_gen: -205.516388, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:33:52,292 - INFO - [Train] step: 106599, loss_adv_disc: -2.375164, lr_disc: 0.000010
+2023-03-20 22:33:52,497 - INFO - [Train] step: 106599, loss_mpn: 0.046438, loss_rec: 0.070452, loss_semantic: 0.831000, loss_idmrf: 5.005111, loss_adv_gen: -221.551361, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:34:22,702 - INFO - [Train] step: 106699, loss_adv_disc: 2.075150, lr_disc: 0.000010
+2023-03-20 22:34:22,905 - INFO - [Train] step: 106699, loss_mpn: 0.026216, loss_rec: 0.034458, loss_semantic: 0.581040, loss_idmrf: 2.850303, loss_adv_gen: -229.014801, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:34:53,376 - INFO - [Train] step: 106799, loss_adv_disc: -1.431713, lr_disc: 0.000010
+2023-03-20 22:34:53,581 - INFO - [Train] step: 106799, loss_mpn: 0.041222, loss_rec: 0.062565, loss_semantic: 0.767665, loss_idmrf: 4.356305, loss_adv_gen: -205.557480, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:35:23,612 - INFO - [Train] step: 106899, loss_adv_disc: -1.893549, lr_disc: 0.000010
+2023-03-20 22:35:23,815 - INFO - [Train] step: 106899, loss_mpn: 0.030803, loss_rec: 0.092082, loss_semantic: 0.830109, loss_idmrf: 5.041295, loss_adv_gen: -194.007553, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:35:54,495 - INFO - [Train] step: 106999, loss_adv_disc: 0.202511, lr_disc: 0.000010
+2023-03-20 22:35:54,697 - INFO - [Train] step: 106999, loss_mpn: 0.017557, loss_rec: 0.035645, loss_semantic: 0.556208, loss_idmrf: 2.688793, loss_adv_gen: -221.076309, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:36:44,798 - INFO - [Eval] step: 106999, bce: 0.134382, psnr: 24.683775, ssim: 0.831083
+2023-03-20 22:37:20,740 - INFO - [Train] step: 107099, loss_adv_disc: -7.300421, lr_disc: 0.000010
+2023-03-20 22:37:20,948 - INFO - [Train] step: 107099, loss_mpn: 0.021702, loss_rec: 0.073096, loss_semantic: 0.879807, loss_idmrf: 4.451406, loss_adv_gen: -210.805573, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:37:52,097 - INFO - [Train] step: 107199, loss_adv_disc: 2.035229, lr_disc: 0.000010
+2023-03-20 22:37:52,299 - INFO - [Train] step: 107199, loss_mpn: 0.029738, loss_rec: 0.029746, loss_semantic: 0.517456, loss_idmrf: 2.633643, loss_adv_gen: -207.541992, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:38:22,406 - INFO - [Train] step: 107299, loss_adv_disc: 0.917792, lr_disc: 0.000010
+2023-03-20 22:38:22,608 - INFO - [Train] step: 107299, loss_mpn: 0.033705, loss_rec: 0.045810, loss_semantic: 0.694928, loss_idmrf: 1.955719, loss_adv_gen: -220.291275, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:38:52,662 - INFO - [Train] step: 107399, loss_adv_disc: -1.214103, lr_disc: 0.000010
+2023-03-20 22:38:52,865 - INFO - [Train] step: 107399, loss_mpn: 0.069921, loss_rec: 0.076553, loss_semantic: 0.851777, loss_idmrf: 4.927154, loss_adv_gen: -206.688629, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:39:23,331 - INFO - [Train] step: 107499, loss_adv_disc: -5.833215, lr_disc: 0.000010
+2023-03-20 22:39:23,528 - INFO - [Train] step: 107499, loss_mpn: 0.117129, loss_rec: 0.099977, loss_semantic: 0.978560, loss_idmrf: 4.773370, loss_adv_gen: -266.779724, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:39:53,452 - INFO - [Train] step: 107599, loss_adv_disc: -3.363457, lr_disc: 0.000010
+2023-03-20 22:39:53,654 - INFO - [Train] step: 107599, loss_mpn: 0.058632, loss_rec: 0.074351, loss_semantic: 0.754980, loss_idmrf: 5.235097, loss_adv_gen: -198.139969, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:40:23,510 - INFO - [Train] step: 107699, loss_adv_disc: -9.901018, lr_disc: 0.000010
+2023-03-20 22:40:23,713 - INFO - [Train] step: 107699, loss_mpn: 0.022363, loss_rec: 0.056675, loss_semantic: 0.675590, loss_idmrf: 3.590518, loss_adv_gen: -205.524658, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:40:54,113 - INFO - [Train] step: 107799, loss_adv_disc: 0.772477, lr_disc: 0.000010
+2023-03-20 22:40:54,313 - INFO - [Train] step: 107799, loss_mpn: 0.022354, loss_rec: 0.028569, loss_semantic: 0.512983, loss_idmrf: 1.831996, loss_adv_gen: -212.056152, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:41:24,516 - INFO - [Train] step: 107899, loss_adv_disc: -5.110884, lr_disc: 0.000010
+2023-03-20 22:41:24,722 - INFO - [Train] step: 107899, loss_mpn: 0.044106, loss_rec: 0.061003, loss_semantic: 0.774429, loss_idmrf: 4.092427, loss_adv_gen: -187.938965, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:41:54,590 - INFO - [Train] step: 107999, loss_adv_disc: 0.276601, lr_disc: 0.000010
+2023-03-20 22:41:54,794 - INFO - [Train] step: 107999, loss_mpn: 0.027661, loss_rec: 0.045722, loss_semantic: 0.678835, loss_idmrf: 3.522953, loss_adv_gen: -218.485626, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:42:44,626 - INFO - [Eval] step: 107999, bce: 0.131641, psnr: 24.729969, ssim: 0.832436
+2023-03-20 22:43:19,680 - INFO - [Train] step: 108099, loss_adv_disc: -0.766555, lr_disc: 0.000010
+2023-03-20 22:43:19,885 - INFO - [Train] step: 108099, loss_mpn: 0.020257, loss_rec: 0.028372, loss_semantic: 0.508437, loss_idmrf: 2.737659, loss_adv_gen: -191.432999, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:43:51,246 - INFO - [Train] step: 108199, loss_adv_disc: -4.683175, lr_disc: 0.000010
+2023-03-20 22:43:51,455 - INFO - [Train] step: 108199, loss_mpn: 0.012846, loss_rec: 0.048716, loss_semantic: 0.673298, loss_idmrf: 2.222198, loss_adv_gen: -198.752869, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:44:22,263 - INFO - [Train] step: 108299, loss_adv_disc: 1.197996, lr_disc: 0.000010
+2023-03-20 22:44:22,465 - INFO - [Train] step: 108299, loss_mpn: 0.089369, loss_rec: 0.058466, loss_semantic: 0.630386, loss_idmrf: 3.708378, loss_adv_gen: -201.703156, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:44:52,743 - INFO - [Train] step: 108399, loss_adv_disc: -0.692215, lr_disc: 0.000010
+2023-03-20 22:44:52,942 - INFO - [Train] step: 108399, loss_mpn: 0.015809, loss_rec: 0.033882, loss_semantic: 0.538802, loss_idmrf: 2.500704, loss_adv_gen: -213.014832, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:45:23,580 - INFO - [Train] step: 108499, loss_adv_disc: -3.407995, lr_disc: 0.000010
+2023-03-20 22:45:23,789 - INFO - [Train] step: 108499, loss_mpn: 0.046422, loss_rec: 0.068214, loss_semantic: 0.774600, loss_idmrf: 3.633390, loss_adv_gen: -236.394028, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:45:54,129 - INFO - [Train] step: 108599, loss_adv_disc: -3.589346, lr_disc: 0.000010
+2023-03-20 22:45:54,328 - INFO - [Train] step: 108599, loss_mpn: 0.028200, loss_rec: 0.035005, loss_semantic: 0.527934, loss_idmrf: 2.357917, loss_adv_gen: -202.288727, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:46:25,096 - INFO - [Train] step: 108699, loss_adv_disc: -2.894253, lr_disc: 0.000010
+2023-03-20 22:46:25,302 - INFO - [Train] step: 108699, loss_mpn: 0.031337, loss_rec: 0.050668, loss_semantic: 0.751172, loss_idmrf: 3.384137, loss_adv_gen: -196.340637, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:46:56,154 - INFO - [Train] step: 108799, loss_adv_disc: -2.175226, lr_disc: 0.000010
+2023-03-20 22:46:56,361 - INFO - [Train] step: 108799, loss_mpn: 0.049581, loss_rec: 0.046367, loss_semantic: 0.636025, loss_idmrf: 3.286366, loss_adv_gen: -232.538910, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:47:27,062 - INFO - [Train] step: 108899, loss_adv_disc: -6.241755, lr_disc: 0.000010
+2023-03-20 22:47:27,270 - INFO - [Train] step: 108899, loss_mpn: 0.060921, loss_rec: 0.086980, loss_semantic: 1.010437, loss_idmrf: 6.289889, loss_adv_gen: -215.927979, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:47:57,868 - INFO - [Train] step: 108999, loss_adv_disc: 2.882571, lr_disc: 0.000010
+2023-03-20 22:47:58,073 - INFO - [Train] step: 108999, loss_mpn: 0.025500, loss_rec: 0.040935, loss_semantic: 0.556814, loss_idmrf: 2.468897, loss_adv_gen: -258.811279, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:48:47,638 - INFO - [Eval] step: 108999, bce: 0.132706, psnr: 24.600239, ssim: 0.830014
+2023-03-20 22:49:22,846 - INFO - [Train] step: 109099, loss_adv_disc: -0.148952, lr_disc: 0.000010
+2023-03-20 22:49:23,055 - INFO - [Train] step: 109099, loss_mpn: 0.015726, loss_rec: 0.032227, loss_semantic: 0.443404, loss_idmrf: 2.434099, loss_adv_gen: -224.475006, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:49:53,826 - INFO - [Train] step: 109199, loss_adv_disc: -1.181900, lr_disc: 0.000010
+2023-03-20 22:49:54,030 - INFO - [Train] step: 109199, loss_mpn: 0.024248, loss_rec: 0.043271, loss_semantic: 0.644210, loss_idmrf: 3.276168, loss_adv_gen: -222.213013, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:50:25,247 - INFO - [Train] step: 109299, loss_adv_disc: -2.986491, lr_disc: 0.000010
+2023-03-20 22:50:25,475 - INFO - [Train] step: 109299, loss_mpn: 0.026917, loss_rec: 0.057074, loss_semantic: 0.824065, loss_idmrf: 4.756886, loss_adv_gen: -216.875397, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:50:56,244 - INFO - [Train] step: 109399, loss_adv_disc: 0.613758, lr_disc: 0.000010
+2023-03-20 22:50:56,446 - INFO - [Train] step: 109399, loss_mpn: 0.024648, loss_rec: 0.042934, loss_semantic: 0.613426, loss_idmrf: 2.237313, loss_adv_gen: -240.047195, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:51:26,821 - INFO - [Train] step: 109499, loss_adv_disc: -2.288809, lr_disc: 0.000010
+2023-03-20 22:51:27,020 - INFO - [Train] step: 109499, loss_mpn: 0.063163, loss_rec: 0.088117, loss_semantic: 0.848347, loss_idmrf: 4.661522, loss_adv_gen: -201.831512, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:51:57,558 - INFO - [Train] step: 109599, loss_adv_disc: -0.238048, lr_disc: 0.000010
+2023-03-20 22:51:57,763 - INFO - [Train] step: 109599, loss_mpn: 0.027828, loss_rec: 0.035769, loss_semantic: 0.515020, loss_idmrf: 2.259511, loss_adv_gen: -196.279144, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:52:28,449 - INFO - [Train] step: 109699, loss_adv_disc: -3.075559, lr_disc: 0.000010
+2023-03-20 22:52:28,652 - INFO - [Train] step: 109699, loss_mpn: 0.025714, loss_rec: 0.048042, loss_semantic: 0.652554, loss_idmrf: 2.481320, loss_adv_gen: -184.996552, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:52:59,217 - INFO - [Train] step: 109799, loss_adv_disc: -10.202913, lr_disc: 0.000010
+2023-03-20 22:52:59,419 - INFO - [Train] step: 109799, loss_mpn: 0.034324, loss_rec: 0.062920, loss_semantic: 0.752790, loss_idmrf: 4.825257, loss_adv_gen: -186.800400, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:53:29,629 - INFO - [Train] step: 109899, loss_adv_disc: 0.822136, lr_disc: 0.000010
+2023-03-20 22:53:29,835 - INFO - [Train] step: 109899, loss_mpn: 0.067290, loss_rec: 0.037373, loss_semantic: 0.556123, loss_idmrf: 2.744759, loss_adv_gen: -220.993851, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:54:00,074 - INFO - [Train] step: 109999, loss_adv_disc: -5.331038, lr_disc: 0.000010
+2023-03-20 22:54:00,279 - INFO - [Train] step: 109999, loss_mpn: 0.042480, loss_rec: 0.061737, loss_semantic: 0.775029, loss_idmrf: 3.834237, loss_adv_gen: -213.353577, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:54:49,786 - INFO - [Eval] step: 109999, bce: 0.133718, psnr: 24.712572, ssim: 0.831497
+2023-03-20 22:55:25,130 - INFO - [Train] step: 110099, loss_adv_disc: -1.172754, lr_disc: 0.000010
+2023-03-20 22:55:25,331 - INFO - [Train] step: 110099, loss_mpn: 0.017027, loss_rec: 0.042260, loss_semantic: 0.580998, loss_idmrf: 3.798406, loss_adv_gen: -192.912811, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:55:55,751 - INFO - [Train] step: 110199, loss_adv_disc: -3.222130, lr_disc: 0.000010
+2023-03-20 22:55:55,952 - INFO - [Train] step: 110199, loss_mpn: 0.076902, loss_rec: 0.049014, loss_semantic: 0.671958, loss_idmrf: 4.300007, loss_adv_gen: -193.789413, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:56:26,974 - INFO - [Train] step: 110299, loss_adv_disc: -2.814679, lr_disc: 0.000010
+2023-03-20 22:56:27,173 - INFO - [Train] step: 110299, loss_mpn: 0.076424, loss_rec: 0.083710, loss_semantic: 0.977132, loss_idmrf: 5.677437, loss_adv_gen: -223.093719, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:56:58,380 - INFO - [Train] step: 110399, loss_adv_disc: -3.504154, lr_disc: 0.000010
+2023-03-20 22:56:58,585 - INFO - [Train] step: 110399, loss_mpn: 0.078037, loss_rec: 0.073008, loss_semantic: 0.802355, loss_idmrf: 6.454763, loss_adv_gen: -175.761490, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:57:29,354 - INFO - [Train] step: 110499, loss_adv_disc: -1.511301, lr_disc: 0.000010
+2023-03-20 22:57:29,562 - INFO - [Train] step: 110499, loss_mpn: 0.016584, loss_rec: 0.038194, loss_semantic: 0.582012, loss_idmrf: 3.356514, loss_adv_gen: -211.245880, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:58:00,069 - INFO - [Train] step: 110599, loss_adv_disc: -10.116213, lr_disc: 0.000010
+2023-03-20 22:58:00,280 - INFO - [Train] step: 110599, loss_mpn: 0.046044, loss_rec: 0.077775, loss_semantic: 0.853743, loss_idmrf: 4.358806, loss_adv_gen: -226.423431, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:58:31,004 - INFO - [Train] step: 110699, loss_adv_disc: 0.019703, lr_disc: 0.000010
+2023-03-20 22:58:31,217 - INFO - [Train] step: 110699, loss_mpn: 0.057099, loss_rec: 0.052494, loss_semantic: 0.700602, loss_idmrf: 1.921737, loss_adv_gen: -265.926147, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:59:01,838 - INFO - [Train] step: 110799, loss_adv_disc: -0.323894, lr_disc: 0.000010
+2023-03-20 22:59:02,039 - INFO - [Train] step: 110799, loss_mpn: 0.099720, loss_rec: 0.065318, loss_semantic: 0.839320, loss_idmrf: 4.866413, loss_adv_gen: -233.549286, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 22:59:32,116 - INFO - [Train] step: 110899, loss_adv_disc: -7.165097, lr_disc: 0.000010
+2023-03-20 22:59:32,314 - INFO - [Train] step: 110899, loss_mpn: 0.064253, loss_rec: 0.097849, loss_semantic: 1.018735, loss_idmrf: 6.795229, loss_adv_gen: -214.314789, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:00:03,354 - INFO - [Train] step: 110999, loss_adv_disc: -13.613564, lr_disc: 0.000010
+2023-03-20 23:00:03,557 - INFO - [Train] step: 110999, loss_mpn: 0.051995, loss_rec: 0.099573, loss_semantic: 0.956068, loss_idmrf: 7.167611, loss_adv_gen: -203.671860, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:00:53,216 - INFO - [Eval] step: 110999, bce: 0.134651, psnr: 24.566486, ssim: 0.828758
+2023-03-20 23:01:28,336 - INFO - [Train] step: 111099, loss_adv_disc: -2.765821, lr_disc: 0.000010
+2023-03-20 23:01:28,538 - INFO - [Train] step: 111099, loss_mpn: 0.057293, loss_rec: 0.057186, loss_semantic: 0.782507, loss_idmrf: 4.999948, loss_adv_gen: -219.748444, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:01:59,149 - INFO - [Train] step: 111199, loss_adv_disc: -1.904138, lr_disc: 0.000010
+2023-03-20 23:01:59,358 - INFO - [Train] step: 111199, loss_mpn: 0.099918, loss_rec: 0.074085, loss_semantic: 0.994721, loss_idmrf: 5.621864, loss_adv_gen: -210.117416, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:02:29,572 - INFO - [Train] step: 111299, loss_adv_disc: -2.634339, lr_disc: 0.000010
+2023-03-20 23:02:29,773 - INFO - [Train] step: 111299, loss_mpn: 0.017743, loss_rec: 0.070817, loss_semantic: 0.784281, loss_idmrf: 5.548581, loss_adv_gen: -175.437332, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:03:00,748 - INFO - [Train] step: 111399, loss_adv_disc: -7.568135, lr_disc: 0.000010
+2023-03-20 23:03:00,955 - INFO - [Train] step: 111399, loss_mpn: 0.093430, loss_rec: 0.129261, loss_semantic: 1.078570, loss_idmrf: 5.433363, loss_adv_gen: -206.692657, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:03:32,344 - INFO - [Train] step: 111499, loss_adv_disc: -8.366356, lr_disc: 0.000010
+2023-03-20 23:03:32,547 - INFO - [Train] step: 111499, loss_mpn: 0.037986, loss_rec: 0.071343, loss_semantic: 0.756989, loss_idmrf: 4.536288, loss_adv_gen: -219.678436, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:04:02,612 - INFO - [Train] step: 111599, loss_adv_disc: -4.421738, lr_disc: 0.000010
+2023-03-20 23:04:02,816 - INFO - [Train] step: 111599, loss_mpn: 0.046308, loss_rec: 0.078372, loss_semantic: 0.870847, loss_idmrf: 4.034531, loss_adv_gen: -232.908356, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:04:32,944 - INFO - [Train] step: 111699, loss_adv_disc: -10.540605, lr_disc: 0.000010
+2023-03-20 23:04:33,146 - INFO - [Train] step: 111699, loss_mpn: 0.112853, loss_rec: 0.130870, loss_semantic: 0.978218, loss_idmrf: 4.746174, loss_adv_gen: -238.491501, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:05:03,941 - INFO - [Train] step: 111799, loss_adv_disc: 0.109315, lr_disc: 0.000010
+2023-03-20 23:05:04,146 - INFO - [Train] step: 111799, loss_mpn: 0.104917, loss_rec: 0.091855, loss_semantic: 0.967462, loss_idmrf: 7.191078, loss_adv_gen: -225.619141, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:05:34,598 - INFO - [Train] step: 111899, loss_adv_disc: 2.718444, lr_disc: 0.000010
+2023-03-20 23:05:34,807 - INFO - [Train] step: 111899, loss_mpn: 0.024582, loss_rec: 0.033208, loss_semantic: 0.553519, loss_idmrf: 1.440401, loss_adv_gen: -235.891922, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:06:05,144 - INFO - [Train] step: 111999, loss_adv_disc: -8.067465, lr_disc: 0.000010
+2023-03-20 23:06:05,346 - INFO - [Train] step: 111999, loss_mpn: 0.119504, loss_rec: 0.141181, loss_semantic: 1.060122, loss_idmrf: 5.834590, loss_adv_gen: -224.969208, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:06:55,483 - INFO - [Eval] step: 111999, bce: 0.134409, psnr: 24.563570, ssim: 0.829019
+2023-03-20 23:07:31,036 - INFO - [Train] step: 112099, loss_adv_disc: -2.398321, lr_disc: 0.000010
+2023-03-20 23:07:31,240 - INFO - [Train] step: 112099, loss_mpn: 0.022828, loss_rec: 0.048831, loss_semantic: 0.664795, loss_idmrf: 2.940698, loss_adv_gen: -205.419876, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:08:01,051 - INFO - [Train] step: 112199, loss_adv_disc: -7.337081, lr_disc: 0.000010
+2023-03-20 23:08:01,251 - INFO - [Train] step: 112199, loss_mpn: 0.094327, loss_rec: 0.116682, loss_semantic: 1.192803, loss_idmrf: 7.542515, loss_adv_gen: -227.038177, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:08:31,847 - INFO - [Train] step: 112299, loss_adv_disc: 0.511464, lr_disc: 0.000010
+2023-03-20 23:08:32,052 - INFO - [Train] step: 112299, loss_mpn: 0.018140, loss_rec: 0.036177, loss_semantic: 0.545081, loss_idmrf: 1.924602, loss_adv_gen: -200.580490, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:09:02,719 - INFO - [Train] step: 112399, loss_adv_disc: -7.640360, lr_disc: 0.000010
+2023-03-20 23:09:02,919 - INFO - [Train] step: 112399, loss_mpn: 0.085948, loss_rec: 0.173964, loss_semantic: 1.358529, loss_idmrf: 8.282110, loss_adv_gen: -228.501984, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:09:34,309 - INFO - [Train] step: 112499, loss_adv_disc: -7.784249, lr_disc: 0.000010
+2023-03-20 23:09:34,517 - INFO - [Train] step: 112499, loss_mpn: 0.060430, loss_rec: 0.085902, loss_semantic: 0.917622, loss_idmrf: 6.403760, loss_adv_gen: -215.907028, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:10:05,501 - INFO - [Train] step: 112599, loss_adv_disc: -2.521307, lr_disc: 0.000010
+2023-03-20 23:10:05,705 - INFO - [Train] step: 112599, loss_mpn: 0.030133, loss_rec: 0.075947, loss_semantic: 0.767641, loss_idmrf: 4.405968, loss_adv_gen: -196.541870, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:10:36,563 - INFO - [Train] step: 112699, loss_adv_disc: -2.051363, lr_disc: 0.000010
+2023-03-20 23:10:36,765 - INFO - [Train] step: 112699, loss_mpn: 0.031067, loss_rec: 0.043134, loss_semantic: 0.634084, loss_idmrf: 5.605185, loss_adv_gen: -214.891998, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:11:07,491 - INFO - [Train] step: 112799, loss_adv_disc: -1.038166, lr_disc: 0.000010
+2023-03-20 23:11:07,691 - INFO - [Train] step: 112799, loss_mpn: 0.033070, loss_rec: 0.035659, loss_semantic: 0.534260, loss_idmrf: 2.660918, loss_adv_gen: -218.072968, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:11:37,927 - INFO - [Train] step: 112899, loss_adv_disc: -6.397645, lr_disc: 0.000010
+2023-03-20 23:11:38,136 - INFO - [Train] step: 112899, loss_mpn: 0.017494, loss_rec: 0.047588, loss_semantic: 0.598234, loss_idmrf: 2.967199, loss_adv_gen: -190.418289, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:12:08,874 - INFO - [Train] step: 112999, loss_adv_disc: -0.618899, lr_disc: 0.000010
+2023-03-20 23:12:09,078 - INFO - [Train] step: 112999, loss_mpn: 0.061134, loss_rec: 0.061475, loss_semantic: 0.708646, loss_idmrf: 3.663704, loss_adv_gen: -226.375458, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:12:58,751 - INFO - [Eval] step: 112999, bce: 0.133572, psnr: 24.574314, ssim: 0.831110
+2023-03-20 23:13:34,405 - INFO - [Train] step: 113099, loss_adv_disc: -1.714697, lr_disc: 0.000010
+2023-03-20 23:13:34,609 - INFO - [Train] step: 113099, loss_mpn: 0.030724, loss_rec: 0.044812, loss_semantic: 0.696154, loss_idmrf: 2.985211, loss_adv_gen: -210.615921, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:14:05,332 - INFO - [Train] step: 113199, loss_adv_disc: -13.369875, lr_disc: 0.000010
+2023-03-20 23:14:05,538 - INFO - [Train] step: 113199, loss_mpn: 0.035367, loss_rec: 0.085116, loss_semantic: 0.891428, loss_idmrf: 6.668202, loss_adv_gen: -243.827148, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:14:36,160 - INFO - [Train] step: 113299, loss_adv_disc: 1.109290, lr_disc: 0.000010
+2023-03-20 23:14:36,362 - INFO - [Train] step: 113299, loss_mpn: 0.017134, loss_rec: 0.021590, loss_semantic: 0.386336, loss_idmrf: 1.743477, loss_adv_gen: -196.267395, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:15:07,380 - INFO - [Train] step: 113399, loss_adv_disc: -1.294106, lr_disc: 0.000010
+2023-03-20 23:15:07,585 - INFO - [Train] step: 113399, loss_mpn: 0.035809, loss_rec: 0.065538, loss_semantic: 0.763019, loss_idmrf: 4.395362, loss_adv_gen: -214.013580, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:15:38,758 - INFO - [Train] step: 113499, loss_adv_disc: 1.738474, lr_disc: 0.000010
+2023-03-20 23:15:38,965 - INFO - [Train] step: 113499, loss_mpn: 0.031678, loss_rec: 0.071067, loss_semantic: 0.828799, loss_idmrf: 5.775552, loss_adv_gen: -207.722839, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:16:10,241 - INFO - [Train] step: 113599, loss_adv_disc: -6.407614, lr_disc: 0.000010
+2023-03-20 23:16:10,444 - INFO - [Train] step: 113599, loss_mpn: 0.056522, loss_rec: 0.098213, loss_semantic: 0.883148, loss_idmrf: 3.909263, loss_adv_gen: -229.666992, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:16:41,609 - INFO - [Train] step: 113699, loss_adv_disc: -8.324756, lr_disc: 0.000010
+2023-03-20 23:16:41,810 - INFO - [Train] step: 113699, loss_mpn: 0.065403, loss_rec: 0.075646, loss_semantic: 0.918038, loss_idmrf: 6.295431, loss_adv_gen: -188.860550, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:17:12,591 - INFO - [Train] step: 113799, loss_adv_disc: 1.590849, lr_disc: 0.000010
+2023-03-20 23:17:12,791 - INFO - [Train] step: 113799, loss_mpn: 0.057782, loss_rec: 0.054689, loss_semantic: 0.684362, loss_idmrf: 3.038664, loss_adv_gen: -221.202042, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:17:43,323 - INFO - [Train] step: 113899, loss_adv_disc: -6.832224, lr_disc: 0.000010
+2023-03-20 23:17:43,525 - INFO - [Train] step: 113899, loss_mpn: 0.079039, loss_rec: 0.058724, loss_semantic: 0.768272, loss_idmrf: 3.519312, loss_adv_gen: -219.900070, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:18:13,858 - INFO - [Train] step: 113999, loss_adv_disc: -2.758078, lr_disc: 0.000010
+2023-03-20 23:18:14,060 - INFO - [Train] step: 113999, loss_mpn: 0.014227, loss_rec: 0.045057, loss_semantic: 0.641804, loss_idmrf: 2.392661, loss_adv_gen: -223.511230, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:19:04,119 - INFO - [Eval] step: 113999, bce: 0.132011, psnr: 24.739040, ssim: 0.833011
+2023-03-20 23:19:39,668 - INFO - [Train] step: 114099, loss_adv_disc: -0.316505, lr_disc: 0.000010
+2023-03-20 23:19:39,867 - INFO - [Train] step: 114099, loss_mpn: 0.105874, loss_rec: 0.045638, loss_semantic: 0.594473, loss_idmrf: 2.790114, loss_adv_gen: -183.598343, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:20:10,120 - INFO - [Train] step: 114199, loss_adv_disc: -9.602930, lr_disc: 0.000010
+2023-03-20 23:20:10,321 - INFO - [Train] step: 114199, loss_mpn: 0.029849, loss_rec: 0.095253, loss_semantic: 0.923656, loss_idmrf: 6.467434, loss_adv_gen: -193.763947, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:20:41,075 - INFO - [Train] step: 114299, loss_adv_disc: -3.235201, lr_disc: 0.000010
+2023-03-20 23:20:41,284 - INFO - [Train] step: 114299, loss_mpn: 0.023142, loss_rec: 0.035216, loss_semantic: 0.585092, loss_idmrf: 3.388238, loss_adv_gen: -174.495010, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:21:11,710 - INFO - [Train] step: 114399, loss_adv_disc: 1.334237, lr_disc: 0.000010
+2023-03-20 23:21:11,922 - INFO - [Train] step: 114399, loss_mpn: 0.017174, loss_rec: 0.023475, loss_semantic: 0.487600, loss_idmrf: 1.826295, loss_adv_gen: -222.967957, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:21:43,067 - INFO - [Train] step: 114499, loss_adv_disc: -5.348413, lr_disc: 0.000010
+2023-03-20 23:21:43,270 - INFO - [Train] step: 114499, loss_mpn: 0.038889, loss_rec: 0.055493, loss_semantic: 0.763116, loss_idmrf: 4.510039, loss_adv_gen: -198.517990, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:22:14,540 - INFO - [Train] step: 114599, loss_adv_disc: 0.288298, lr_disc: 0.000010
+2023-03-20 23:22:14,748 - INFO - [Train] step: 114599, loss_mpn: 0.018301, loss_rec: 0.023353, loss_semantic: 0.480644, loss_idmrf: 1.503223, loss_adv_gen: -194.080048, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:22:46,016 - INFO - [Train] step: 114699, loss_adv_disc: -0.517587, lr_disc: 0.000010
+2023-03-20 23:22:46,224 - INFO - [Train] step: 114699, loss_mpn: 0.049973, loss_rec: 0.045805, loss_semantic: 0.686983, loss_idmrf: 2.726638, loss_adv_gen: -185.563202, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:23:17,093 - INFO - [Train] step: 114799, loss_adv_disc: 0.203290, lr_disc: 0.000010
+2023-03-20 23:23:17,297 - INFO - [Train] step: 114799, loss_mpn: 0.013523, loss_rec: 0.029616, loss_semantic: 0.527016, loss_idmrf: 1.481076, loss_adv_gen: -193.226364, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:23:47,759 - INFO - [Train] step: 114899, loss_adv_disc: 0.665392, lr_disc: 0.000010
+2023-03-20 23:23:47,959 - INFO - [Train] step: 114899, loss_mpn: 0.011284, loss_rec: 0.024822, loss_semantic: 0.421272, loss_idmrf: 1.423649, loss_adv_gen: -198.355377, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:24:18,687 - INFO - [Train] step: 114999, loss_adv_disc: -1.003085, lr_disc: 0.000010
+2023-03-20 23:24:18,899 - INFO - [Train] step: 114999, loss_mpn: 0.012539, loss_rec: 0.045351, loss_semantic: 0.607504, loss_idmrf: 2.767725, loss_adv_gen: -209.832397, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:25:08,801 - INFO - [Eval] step: 114999, bce: 0.132924, psnr: 24.640934, ssim: 0.831686
+2023-03-20 23:25:44,466 - INFO - [Train] step: 115099, loss_adv_disc: -3.952894, lr_disc: 0.000010
+2023-03-20 23:25:44,672 - INFO - [Train] step: 115099, loss_mpn: 0.055992, loss_rec: 0.070637, loss_semantic: 0.692656, loss_idmrf: 3.655971, loss_adv_gen: -217.364273, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:26:15,431 - INFO - [Train] step: 115199, loss_adv_disc: -3.195440, lr_disc: 0.000010
+2023-03-20 23:26:15,634 - INFO - [Train] step: 115199, loss_mpn: 0.025816, loss_rec: 0.049568, loss_semantic: 0.603749, loss_idmrf: 2.098756, loss_adv_gen: -232.541367, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:26:46,152 - INFO - [Train] step: 115299, loss_adv_disc: -13.572948, lr_disc: 0.000010
+2023-03-20 23:26:46,370 - INFO - [Train] step: 115299, loss_mpn: 0.014540, loss_rec: 0.104108, loss_semantic: 1.007043, loss_idmrf: 6.137038, loss_adv_gen: -245.335693, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:27:16,878 - INFO - [Train] step: 115399, loss_adv_disc: -5.641116, lr_disc: 0.000010
+2023-03-20 23:27:17,081 - INFO - [Train] step: 115399, loss_mpn: 0.066185, loss_rec: 0.070372, loss_semantic: 0.625367, loss_idmrf: 3.534189, loss_adv_gen: -206.066772, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:27:48,244 - INFO - [Train] step: 115499, loss_adv_disc: -8.958441, lr_disc: 0.000010
+2023-03-20 23:27:48,454 - INFO - [Train] step: 115499, loss_mpn: 0.140779, loss_rec: 0.087435, loss_semantic: 1.069089, loss_idmrf: 7.619671, loss_adv_gen: -167.806046, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:28:19,135 - INFO - [Train] step: 115599, loss_adv_disc: -2.987547, lr_disc: 0.000010
+2023-03-20 23:28:19,337 - INFO - [Train] step: 115599, loss_mpn: 0.071511, loss_rec: 0.065302, loss_semantic: 0.768549, loss_idmrf: 5.988733, loss_adv_gen: -228.943237, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:28:50,818 - INFO - [Train] step: 115699, loss_adv_disc: -7.005170, lr_disc: 0.000010
+2023-03-20 23:28:51,032 - INFO - [Train] step: 115699, loss_mpn: 0.055721, loss_rec: 0.095574, loss_semantic: 0.934950, loss_idmrf: 7.069270, loss_adv_gen: -197.655914, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:29:22,128 - INFO - [Train] step: 115799, loss_adv_disc: -0.448086, lr_disc: 0.000010
+2023-03-20 23:29:22,335 - INFO - [Train] step: 115799, loss_mpn: 0.026659, loss_rec: 0.028377, loss_semantic: 0.501452, loss_idmrf: 2.292084, loss_adv_gen: -207.345718, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:29:52,319 - INFO - [Train] step: 115899, loss_adv_disc: 0.032191, lr_disc: 0.000010
+2023-03-20 23:29:52,522 - INFO - [Train] step: 115899, loss_mpn: 0.046597, loss_rec: 0.045656, loss_semantic: 0.711332, loss_idmrf: 4.646533, loss_adv_gen: -203.645737, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:30:22,823 - INFO - [Train] step: 115999, loss_adv_disc: -0.954303, lr_disc: 0.000010
+2023-03-20 23:30:23,027 - INFO - [Train] step: 115999, loss_mpn: 0.080796, loss_rec: 0.064909, loss_semantic: 0.829515, loss_idmrf: 4.726800, loss_adv_gen: -210.328491, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:31:13,197 - INFO - [Eval] step: 115999, bce: 0.132996, psnr: 24.605227, ssim: 0.831444
+2023-03-20 23:31:48,152 - INFO - [Train] step: 116099, loss_adv_disc: -0.444237, lr_disc: 0.000010
+2023-03-20 23:31:48,356 - INFO - [Train] step: 116099, loss_mpn: 0.050982, loss_rec: 0.091030, loss_semantic: 0.906513, loss_idmrf: 5.295882, loss_adv_gen: -216.680481, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:32:18,811 - INFO - [Train] step: 116199, loss_adv_disc: 1.293184, lr_disc: 0.000010
+2023-03-20 23:32:19,015 - INFO - [Train] step: 116199, loss_mpn: 0.014495, loss_rec: 0.027389, loss_semantic: 0.477760, loss_idmrf: 1.529518, loss_adv_gen: -226.698456, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:32:49,690 - INFO - [Train] step: 116299, loss_adv_disc: -2.655414, lr_disc: 0.000010
+2023-03-20 23:32:49,895 - INFO - [Train] step: 116299, loss_mpn: 0.041260, loss_rec: 0.038074, loss_semantic: 0.501278, loss_idmrf: 2.790664, loss_adv_gen: -186.995209, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:33:20,592 - INFO - [Train] step: 116399, loss_adv_disc: -7.644527, lr_disc: 0.000010
+2023-03-20 23:33:20,796 - INFO - [Train] step: 116399, loss_mpn: 0.044960, loss_rec: 0.069024, loss_semantic: 0.743181, loss_idmrf: 4.265393, loss_adv_gen: -222.346222, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:33:51,385 - INFO - [Train] step: 116499, loss_adv_disc: -2.041625, lr_disc: 0.000010
+2023-03-20 23:33:51,588 - INFO - [Train] step: 116499, loss_mpn: 0.028088, loss_rec: 0.042046, loss_semantic: 0.551816, loss_idmrf: 1.737155, loss_adv_gen: -189.835327, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:34:22,000 - INFO - [Train] step: 116599, loss_adv_disc: -6.363135, lr_disc: 0.000010
+2023-03-20 23:34:22,205 - INFO - [Train] step: 116599, loss_mpn: 0.039588, loss_rec: 0.055824, loss_semantic: 0.727826, loss_idmrf: 5.056301, loss_adv_gen: -216.611267, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:34:53,098 - INFO - [Train] step: 116699, loss_adv_disc: -4.091749, lr_disc: 0.000010
+2023-03-20 23:34:53,299 - INFO - [Train] step: 116699, loss_mpn: 0.044206, loss_rec: 0.070226, loss_semantic: 0.842566, loss_idmrf: 4.866713, loss_adv_gen: -207.054718, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:35:24,778 - INFO - [Train] step: 116799, loss_adv_disc: 3.235494, lr_disc: 0.000010
+2023-03-20 23:35:24,985 - INFO - [Train] step: 116799, loss_mpn: 0.049073, loss_rec: 0.059734, loss_semantic: 0.712715, loss_idmrf: 4.346574, loss_adv_gen: -207.889099, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:35:56,086 - INFO - [Train] step: 116899, loss_adv_disc: 2.569343, lr_disc: 0.000010
+2023-03-20 23:35:56,287 - INFO - [Train] step: 116899, loss_mpn: 0.111971, loss_rec: 0.076400, loss_semantic: 0.823745, loss_idmrf: 5.330316, loss_adv_gen: -249.927551, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:36:26,713 - INFO - [Train] step: 116999, loss_adv_disc: 0.042792, lr_disc: 0.000010
+2023-03-20 23:36:26,913 - INFO - [Train] step: 116999, loss_mpn: 0.043225, loss_rec: 0.054273, loss_semantic: 0.703946, loss_idmrf: 6.081079, loss_adv_gen: -182.648895, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:37:16,387 - INFO - [Eval] step: 116999, bce: 0.133267, psnr: 24.709435, ssim: 0.833078
+2023-03-20 23:37:51,758 - INFO - [Train] step: 117099, loss_adv_disc: -6.479051, lr_disc: 0.000010
+2023-03-20 23:37:51,959 - INFO - [Train] step: 117099, loss_mpn: 0.111917, loss_rec: 0.099160, loss_semantic: 0.981614, loss_idmrf: 3.385630, loss_adv_gen: -224.604126, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:38:22,393 - INFO - [Train] step: 117199, loss_adv_disc: -7.883055, lr_disc: 0.000010
+2023-03-20 23:38:22,593 - INFO - [Train] step: 117199, loss_mpn: 0.050007, loss_rec: 0.073755, loss_semantic: 0.790795, loss_idmrf: 5.055289, loss_adv_gen: -193.506454, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:38:53,054 - INFO - [Train] step: 117299, loss_adv_disc: -3.560686, lr_disc: 0.000010
+2023-03-20 23:38:53,258 - INFO - [Train] step: 117299, loss_mpn: 0.055195, loss_rec: 0.089938, loss_semantic: 0.988660, loss_idmrf: 5.848672, loss_adv_gen: -218.269104, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:39:23,697 - INFO - [Train] step: 117399, loss_adv_disc: -5.811900, lr_disc: 0.000010
+2023-03-20 23:39:23,901 - INFO - [Train] step: 117399, loss_mpn: 0.068971, loss_rec: 0.073626, loss_semantic: 0.845996, loss_idmrf: 4.426284, loss_adv_gen: -207.373199, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:39:54,263 - INFO - [Train] step: 117499, loss_adv_disc: -10.782771, lr_disc: 0.000010
+2023-03-20 23:39:54,468 - INFO - [Train] step: 117499, loss_mpn: 0.066444, loss_rec: 0.156531, loss_semantic: 1.143558, loss_idmrf: 6.454868, loss_adv_gen: -202.586639, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:40:24,871 - INFO - [Train] step: 117599, loss_adv_disc: -6.265146, lr_disc: 0.000010
+2023-03-20 23:40:25,077 - INFO - [Train] step: 117599, loss_mpn: 0.053914, loss_rec: 0.063685, loss_semantic: 0.784738, loss_idmrf: 5.649102, loss_adv_gen: -190.993103, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:40:55,773 - INFO - [Train] step: 117699, loss_adv_disc: -0.985449, lr_disc: 0.000010
+2023-03-20 23:40:55,982 - INFO - [Train] step: 117699, loss_mpn: 0.023724, loss_rec: 0.033662, loss_semantic: 0.544963, loss_idmrf: 1.702807, loss_adv_gen: -246.551392, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:41:26,923 - INFO - [Train] step: 117799, loss_adv_disc: -7.242641, lr_disc: 0.000010
+2023-03-20 23:41:27,136 - INFO - [Train] step: 117799, loss_mpn: 0.075524, loss_rec: 0.091025, loss_semantic: 0.978535, loss_idmrf: 8.083117, loss_adv_gen: -191.442963, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:41:58,762 - INFO - [Train] step: 117899, loss_adv_disc: -1.153776, lr_disc: 0.000010
+2023-03-20 23:41:58,964 - INFO - [Train] step: 117899, loss_mpn: 0.034766, loss_rec: 0.045429, loss_semantic: 0.610587, loss_idmrf: 2.887567, loss_adv_gen: -223.598480, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:42:29,946 - INFO - [Train] step: 117999, loss_adv_disc: 2.013218, lr_disc: 0.000010
+2023-03-20 23:42:30,277 - INFO - [Train] step: 117999, loss_mpn: 0.140981, loss_rec: 0.081362, loss_semantic: 0.835060, loss_idmrf: 5.084930, loss_adv_gen: -229.486130, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:43:19,531 - INFO - [Eval] step: 117999, bce: 0.134663, psnr: 24.649811, ssim: 0.830142
+2023-03-20 23:43:54,750 - INFO - [Train] step: 118099, loss_adv_disc: 2.797681, lr_disc: 0.000010
+2023-03-20 23:43:54,957 - INFO - [Train] step: 118099, loss_mpn: 0.171685, loss_rec: 0.122223, loss_semantic: 0.957672, loss_idmrf: 6.411485, loss_adv_gen: -195.870331, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:44:25,595 - INFO - [Train] step: 118199, loss_adv_disc: -7.783637, lr_disc: 0.000010
+2023-03-20 23:44:25,795 - INFO - [Train] step: 118199, loss_mpn: 0.061059, loss_rec: 0.136522, loss_semantic: 1.119087, loss_idmrf: 6.375977, loss_adv_gen: -239.463318, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:44:56,379 - INFO - [Train] step: 118299, loss_adv_disc: -2.446380, lr_disc: 0.000010
+2023-03-20 23:44:56,583 - INFO - [Train] step: 118299, loss_mpn: 0.181514, loss_rec: 0.084531, loss_semantic: 0.763476, loss_idmrf: 2.228966, loss_adv_gen: -231.023727, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:45:27,498 - INFO - [Train] step: 118399, loss_adv_disc: -0.155499, lr_disc: 0.000010
+2023-03-20 23:45:27,704 - INFO - [Train] step: 118399, loss_mpn: 0.028206, loss_rec: 0.037553, loss_semantic: 0.566651, loss_idmrf: 2.449660, loss_adv_gen: -223.273697, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:45:58,373 - INFO - [Train] step: 118499, loss_adv_disc: -6.243275, lr_disc: 0.000010
+2023-03-20 23:45:58,572 - INFO - [Train] step: 118499, loss_mpn: 0.088472, loss_rec: 0.094217, loss_semantic: 0.950186, loss_idmrf: 6.268235, loss_adv_gen: -197.053543, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:46:28,813 - INFO - [Train] step: 118599, loss_adv_disc: 1.192493, lr_disc: 0.000010
+2023-03-20 23:46:29,017 - INFO - [Train] step: 118599, loss_mpn: 0.070308, loss_rec: 0.054942, loss_semantic: 0.743360, loss_idmrf: 4.682458, loss_adv_gen: -212.037354, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:46:59,585 - INFO - [Train] step: 118699, loss_adv_disc: -1.321438, lr_disc: 0.000010
+2023-03-20 23:46:59,790 - INFO - [Train] step: 118699, loss_mpn: 0.073346, loss_rec: 0.074741, loss_semantic: 0.855539, loss_idmrf: 4.620652, loss_adv_gen: -222.103638, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:47:30,022 - INFO - [Train] step: 118799, loss_adv_disc: -0.765231, lr_disc: 0.000010
+2023-03-20 23:47:30,239 - INFO - [Train] step: 118799, loss_mpn: 0.102495, loss_rec: 0.052583, loss_semantic: 0.680372, loss_idmrf: 3.784960, loss_adv_gen: -188.806427, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:48:01,552 - INFO - [Train] step: 118899, loss_adv_disc: 1.023054, lr_disc: 0.000010
+2023-03-20 23:48:01,757 - INFO - [Train] step: 118899, loss_mpn: 0.018828, loss_rec: 0.022721, loss_semantic: 0.378996, loss_idmrf: 1.031096, loss_adv_gen: -216.754456, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:48:32,929 - INFO - [Train] step: 118999, loss_adv_disc: -4.791445, lr_disc: 0.000010
+2023-03-20 23:48:33,136 - INFO - [Train] step: 118999, loss_mpn: 0.018486, loss_rec: 0.095905, loss_semantic: 0.901699, loss_idmrf: 6.043482, loss_adv_gen: -177.164215, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:49:24,470 - INFO - [Eval] step: 118999, bce: 0.139658, psnr: 24.734634, ssim: 0.832695
+2023-03-20 23:49:59,984 - INFO - [Train] step: 119099, loss_adv_disc: -3.252392, lr_disc: 0.000010
+2023-03-20 23:50:00,185 - INFO - [Train] step: 119099, loss_mpn: 0.038769, loss_rec: 0.070247, loss_semantic: 0.723101, loss_idmrf: 5.623940, loss_adv_gen: -189.942139, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:50:30,393 - INFO - [Train] step: 119199, loss_adv_disc: -0.986843, lr_disc: 0.000010
+2023-03-20 23:50:30,600 - INFO - [Train] step: 119199, loss_mpn: 0.070893, loss_rec: 0.063936, loss_semantic: 0.826549, loss_idmrf: 3.359460, loss_adv_gen: -254.632217, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:51:01,337 - INFO - [Train] step: 119299, loss_adv_disc: -11.236423, lr_disc: 0.000010
+2023-03-20 23:51:01,536 - INFO - [Train] step: 119299, loss_mpn: 0.049119, loss_rec: 0.096392, loss_semantic: 0.969337, loss_idmrf: 5.845136, loss_adv_gen: -200.452957, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:51:32,344 - INFO - [Train] step: 119399, loss_adv_disc: 1.747877, lr_disc: 0.000010
+2023-03-20 23:51:32,560 - INFO - [Train] step: 119399, loss_mpn: 0.102238, loss_rec: 0.069623, loss_semantic: 0.792491, loss_idmrf: 4.508048, loss_adv_gen: -213.702515, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:52:02,732 - INFO - [Train] step: 119499, loss_adv_disc: -9.461301, lr_disc: 0.000010
+2023-03-20 23:52:03,046 - INFO - [Train] step: 119499, loss_mpn: 0.076310, loss_rec: 0.110599, loss_semantic: 1.077855, loss_idmrf: 5.411767, loss_adv_gen: -166.396866, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:52:33,971 - INFO - [Train] step: 119599, loss_adv_disc: 0.259762, lr_disc: 0.000010
+2023-03-20 23:52:34,173 - INFO - [Train] step: 119599, loss_mpn: 0.094079, loss_rec: 0.081381, loss_semantic: 0.932594, loss_idmrf: 5.785434, loss_adv_gen: -201.468140, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:53:04,941 - INFO - [Train] step: 119699, loss_adv_disc: 13.480415, lr_disc: 0.000010
+2023-03-20 23:53:05,148 - INFO - [Train] step: 119699, loss_mpn: 0.118211, loss_rec: 0.134539, loss_semantic: 0.977042, loss_idmrf: 5.690342, loss_adv_gen: -244.428802, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:53:35,846 - INFO - [Train] step: 119799, loss_adv_disc: 4.873279, lr_disc: 0.000010
+2023-03-20 23:53:36,048 - INFO - [Train] step: 119799, loss_mpn: 0.079714, loss_rec: 0.069721, loss_semantic: 0.660235, loss_idmrf: 3.143245, loss_adv_gen: -207.939209, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:54:06,762 - INFO - [Train] step: 119899, loss_adv_disc: -1.286814, lr_disc: 0.000010
+2023-03-20 23:54:06,965 - INFO - [Train] step: 119899, loss_mpn: 0.027871, loss_rec: 0.060739, loss_semantic: 0.709543, loss_idmrf: 2.799302, loss_adv_gen: -246.311096, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:54:38,177 - INFO - [Train] step: 119999, loss_adv_disc: -1.013626, lr_disc: 0.000010
+2023-03-20 23:54:38,375 - INFO - [Train] step: 119999, loss_mpn: 0.053205, loss_rec: 0.068124, loss_semantic: 0.780177, loss_idmrf: 4.547828, loss_adv_gen: -211.417542, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:55:30,720 - INFO - [Eval] step: 119999, bce: 0.132511, psnr: 24.657728, ssim: 0.831598
+2023-03-20 23:56:06,616 - INFO - [Train] step: 120099, loss_adv_disc: 1.522629, lr_disc: 0.000010
+2023-03-20 23:56:06,817 - INFO - [Train] step: 120099, loss_mpn: 0.010870, loss_rec: 0.018554, loss_semantic: 0.380891, loss_idmrf: 0.951287, loss_adv_gen: -205.098053, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:56:37,174 - INFO - [Train] step: 120199, loss_adv_disc: -4.638218, lr_disc: 0.000010
+2023-03-20 23:56:37,375 - INFO - [Train] step: 120199, loss_mpn: 0.037088, loss_rec: 0.053411, loss_semantic: 0.704736, loss_idmrf: 2.886222, loss_adv_gen: -218.290741, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:57:07,845 - INFO - [Train] step: 120299, loss_adv_disc: 6.247893, lr_disc: 0.000010
+2023-03-20 23:57:08,052 - INFO - [Train] step: 120299, loss_mpn: 0.068945, loss_rec: 0.051821, loss_semantic: 0.709711, loss_idmrf: 3.412047, loss_adv_gen: -219.377838, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:57:38,371 - INFO - [Train] step: 120399, loss_adv_disc: -4.982292, lr_disc: 0.000010
+2023-03-20 23:57:38,588 - INFO - [Train] step: 120399, loss_mpn: 0.113323, loss_rec: 0.080484, loss_semantic: 0.824945, loss_idmrf: 4.793531, loss_adv_gen: -226.044556, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:58:09,610 - INFO - [Train] step: 120499, loss_adv_disc: -3.020120, lr_disc: 0.000010
+2023-03-20 23:58:09,813 - INFO - [Train] step: 120499, loss_mpn: 0.088318, loss_rec: 0.088761, loss_semantic: 0.750891, loss_idmrf: 4.551638, loss_adv_gen: -234.117279, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:58:40,779 - INFO - [Train] step: 120599, loss_adv_disc: -1.477376, lr_disc: 0.000010
+2023-03-20 23:58:40,982 - INFO - [Train] step: 120599, loss_mpn: 0.022825, loss_rec: 0.032575, loss_semantic: 0.555354, loss_idmrf: 3.058527, loss_adv_gen: -189.181320, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:59:11,593 - INFO - [Train] step: 120699, loss_adv_disc: -7.305642, lr_disc: 0.000010
+2023-03-20 23:59:11,796 - INFO - [Train] step: 120699, loss_mpn: 0.036675, loss_rec: 0.081948, loss_semantic: 0.912768, loss_idmrf: 4.844328, loss_adv_gen: -231.644562, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-20 23:59:42,566 - INFO - [Train] step: 120799, loss_adv_disc: -5.304018, lr_disc: 0.000010
+2023-03-20 23:59:42,765 - INFO - [Train] step: 120799, loss_mpn: 0.172056, loss_rec: 0.109070, loss_semantic: 1.087310, loss_idmrf: 7.360065, loss_adv_gen: -214.066864, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:00:12,517 - INFO - [Train] step: 120899, loss_adv_disc: -1.011086, lr_disc: 0.000010
+2023-03-21 00:00:12,723 - INFO - [Train] step: 120899, loss_mpn: 0.040554, loss_rec: 0.049043, loss_semantic: 0.668839, loss_idmrf: 4.172426, loss_adv_gen: -183.859222, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:00:43,255 - INFO - [Train] step: 120999, loss_adv_disc: -3.645860, lr_disc: 0.000010
+2023-03-21 00:00:43,472 - INFO - [Train] step: 120999, loss_mpn: 0.034472, loss_rec: 0.057890, loss_semantic: 0.757136, loss_idmrf: 3.812729, loss_adv_gen: -215.473480, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:01:35,943 - INFO - [Eval] step: 120999, bce: 0.136781, psnr: 24.728176, ssim: 0.833122
+2023-03-21 00:02:10,970 - INFO - [Train] step: 121099, loss_adv_disc: -2.689699, lr_disc: 0.000010
+2023-03-21 00:02:11,175 - INFO - [Train] step: 121099, loss_mpn: 0.049197, loss_rec: 0.051635, loss_semantic: 0.717908, loss_idmrf: 3.666565, loss_adv_gen: -221.615356, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:02:40,965 - INFO - [Train] step: 121199, loss_adv_disc: -4.718482, lr_disc: 0.000010
+2023-03-21 00:02:41,166 - INFO - [Train] step: 121199, loss_mpn: 0.034019, loss_rec: 0.075929, loss_semantic: 0.880884, loss_idmrf: 4.150494, loss_adv_gen: -212.617371, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:03:11,534 - INFO - [Train] step: 121299, loss_adv_disc: -0.020846, lr_disc: 0.000010
+2023-03-21 00:03:11,738 - INFO - [Train] step: 121299, loss_mpn: 0.022249, loss_rec: 0.027760, loss_semantic: 0.432196, loss_idmrf: 2.752011, loss_adv_gen: -185.233780, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:03:41,661 - INFO - [Train] step: 121399, loss_adv_disc: -3.308543, lr_disc: 0.000010
+2023-03-21 00:03:41,862 - INFO - [Train] step: 121399, loss_mpn: 0.030594, loss_rec: 0.067178, loss_semantic: 0.794095, loss_idmrf: 4.932309, loss_adv_gen: -187.176544, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:04:12,308 - INFO - [Train] step: 121499, loss_adv_disc: -6.015007, lr_disc: 0.000010
+2023-03-21 00:04:12,514 - INFO - [Train] step: 121499, loss_mpn: 0.039688, loss_rec: 0.051239, loss_semantic: 0.776242, loss_idmrf: 3.825184, loss_adv_gen: -184.576614, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:04:42,716 - INFO - [Train] step: 121599, loss_adv_disc: -0.554501, lr_disc: 0.000010
+2023-03-21 00:04:42,918 - INFO - [Train] step: 121599, loss_mpn: 0.022570, loss_rec: 0.057026, loss_semantic: 0.746432, loss_idmrf: 4.305880, loss_adv_gen: -202.839661, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:05:13,000 - INFO - [Train] step: 121699, loss_adv_disc: -3.735973, lr_disc: 0.000010
+2023-03-21 00:05:13,201 - INFO - [Train] step: 121699, loss_mpn: 0.040629, loss_rec: 0.062734, loss_semantic: 0.730338, loss_idmrf: 4.902677, loss_adv_gen: -194.554031, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:05:43,121 - INFO - [Train] step: 121799, loss_adv_disc: -6.948389, lr_disc: 0.000010
+2023-03-21 00:05:43,324 - INFO - [Train] step: 121799, loss_mpn: 0.078846, loss_rec: 0.088164, loss_semantic: 0.913166, loss_idmrf: 6.792951, loss_adv_gen: -192.007278, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:06:13,277 - INFO - [Train] step: 121899, loss_adv_disc: -3.996062, lr_disc: 0.000010
+2023-03-21 00:06:13,479 - INFO - [Train] step: 121899, loss_mpn: 0.026042, loss_rec: 0.087433, loss_semantic: 0.766576, loss_idmrf: 3.449446, loss_adv_gen: -212.000336, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:06:43,225 - INFO - [Train] step: 121999, loss_adv_disc: -6.096313, lr_disc: 0.000010
+2023-03-21 00:06:43,431 - INFO - [Train] step: 121999, loss_mpn: 0.017001, loss_rec: 0.076702, loss_semantic: 0.846525, loss_idmrf: 4.590543, loss_adv_gen: -200.063171, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:07:37,205 - INFO - [Eval] step: 121999, bce: 0.132160, psnr: 24.732971, ssim: 0.831860
+2023-03-21 00:08:12,162 - INFO - [Train] step: 122099, loss_adv_disc: -1.356290, lr_disc: 0.000010
+2023-03-21 00:08:12,364 - INFO - [Train] step: 122099, loss_mpn: 0.031582, loss_rec: 0.052275, loss_semantic: 0.702151, loss_idmrf: 3.494972, loss_adv_gen: -201.922134, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:08:42,317 - INFO - [Train] step: 122199, loss_adv_disc: -2.853303, lr_disc: 0.000010
+2023-03-21 00:08:42,513 - INFO - [Train] step: 122199, loss_mpn: 0.040504, loss_rec: 0.055368, loss_semantic: 0.736779, loss_idmrf: 4.659667, loss_adv_gen: -179.134735, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:09:12,073 - INFO - [Train] step: 122299, loss_adv_disc: -8.614235, lr_disc: 0.000010
+2023-03-21 00:09:12,275 - INFO - [Train] step: 122299, loss_mpn: 0.020055, loss_rec: 0.067340, loss_semantic: 0.773160, loss_idmrf: 3.986800, loss_adv_gen: -194.147400, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:09:42,373 - INFO - [Train] step: 122399, loss_adv_disc: 1.841183, lr_disc: 0.000010
+2023-03-21 00:09:42,576 - INFO - [Train] step: 122399, loss_mpn: 0.022098, loss_rec: 0.025494, loss_semantic: 0.450893, loss_idmrf: 1.681756, loss_adv_gen: -197.106552, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:10:13,687 - INFO - [Train] step: 122499, loss_adv_disc: -5.033137, lr_disc: 0.000010
+2023-03-21 00:10:13,890 - INFO - [Train] step: 122499, loss_mpn: 0.061966, loss_rec: 0.048918, loss_semantic: 0.720279, loss_idmrf: 4.832072, loss_adv_gen: -194.781464, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:10:44,035 - INFO - [Train] step: 122599, loss_adv_disc: 0.118765, lr_disc: 0.000010
+2023-03-21 00:10:44,236 - INFO - [Train] step: 122599, loss_mpn: 0.050699, loss_rec: 0.042642, loss_semantic: 0.613076, loss_idmrf: 2.745374, loss_adv_gen: -206.151550, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:11:14,056 - INFO - [Train] step: 122699, loss_adv_disc: -6.435182, lr_disc: 0.000010
+2023-03-21 00:11:14,259 - INFO - [Train] step: 122699, loss_mpn: 0.032773, loss_rec: 0.069815, loss_semantic: 0.890547, loss_idmrf: 5.049901, loss_adv_gen: -212.785461, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:11:44,799 - INFO - [Train] step: 122799, loss_adv_disc: 2.185700, lr_disc: 0.000010
+2023-03-21 00:11:45,004 - INFO - [Train] step: 122799, loss_mpn: 0.040346, loss_rec: 0.051252, loss_semantic: 0.728781, loss_idmrf: 3.489998, loss_adv_gen: -180.473343, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:12:15,946 - INFO - [Train] step: 122899, loss_adv_disc: -3.749458, lr_disc: 0.000010
+2023-03-21 00:12:16,151 - INFO - [Train] step: 122899, loss_mpn: 0.094838, loss_rec: 0.054957, loss_semantic: 0.798440, loss_idmrf: 5.703610, loss_adv_gen: -199.294876, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:12:46,700 - INFO - [Train] step: 122999, loss_adv_disc: -7.227632, lr_disc: 0.000010
+2023-03-21 00:12:46,899 - INFO - [Train] step: 122999, loss_mpn: 0.056596, loss_rec: 0.073058, loss_semantic: 0.810477, loss_idmrf: 4.701920, loss_adv_gen: -192.433029, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:13:37,425 - INFO - [Eval] step: 122999, bce: 0.133774, psnr: 24.674582, ssim: 0.831259
+2023-03-21 00:14:12,025 - INFO - [Train] step: 123099, loss_adv_disc: -3.831821, lr_disc: 0.000010
+2023-03-21 00:14:12,219 - INFO - [Train] step: 123099, loss_mpn: 0.023779, loss_rec: 0.066647, loss_semantic: 0.800802, loss_idmrf: 4.866639, loss_adv_gen: -218.395477, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:14:42,202 - INFO - [Train] step: 123199, loss_adv_disc: -7.443238, lr_disc: 0.000010
+2023-03-21 00:14:42,405 - INFO - [Train] step: 123199, loss_mpn: 0.031624, loss_rec: 0.063021, loss_semantic: 0.808240, loss_idmrf: 3.351955, loss_adv_gen: -219.861481, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:15:12,533 - INFO - [Train] step: 123299, loss_adv_disc: -14.222808, lr_disc: 0.000010
+2023-03-21 00:15:12,733 - INFO - [Train] step: 123299, loss_mpn: 0.049687, loss_rec: 0.074072, loss_semantic: 0.928760, loss_idmrf: 5.074460, loss_adv_gen: -186.465454, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:15:42,919 - INFO - [Train] step: 123399, loss_adv_disc: -13.640280, lr_disc: 0.000010
+2023-03-21 00:15:43,122 - INFO - [Train] step: 123399, loss_mpn: 0.075341, loss_rec: 0.106665, loss_semantic: 1.065149, loss_idmrf: 6.158744, loss_adv_gen: -206.270569, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:16:13,165 - INFO - [Train] step: 123499, loss_adv_disc: -2.210408, lr_disc: 0.000010
+2023-03-21 00:16:13,366 - INFO - [Train] step: 123499, loss_mpn: 0.042521, loss_rec: 0.070953, loss_semantic: 0.761108, loss_idmrf: 4.891077, loss_adv_gen: -194.876083, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:16:43,131 - INFO - [Train] step: 123599, loss_adv_disc: -3.507802, lr_disc: 0.000010
+2023-03-21 00:16:43,331 - INFO - [Train] step: 123599, loss_mpn: 0.028914, loss_rec: 0.046403, loss_semantic: 0.652277, loss_idmrf: 3.189636, loss_adv_gen: -200.914612, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:17:14,123 - INFO - [Train] step: 123699, loss_adv_disc: -0.765734, lr_disc: 0.000010
+2023-03-21 00:17:14,330 - INFO - [Train] step: 123699, loss_mpn: 0.046941, loss_rec: 0.031829, loss_semantic: 0.548482, loss_idmrf: 2.544791, loss_adv_gen: -200.716583, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:17:44,988 - INFO - [Train] step: 123799, loss_adv_disc: 4.601486, lr_disc: 0.000010
+2023-03-21 00:17:45,187 - INFO - [Train] step: 123799, loss_mpn: 0.015213, loss_rec: 0.089403, loss_semantic: 0.896461, loss_idmrf: 4.589795, loss_adv_gen: -181.026428, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:18:15,677 - INFO - [Train] step: 123899, loss_adv_disc: -7.983035, lr_disc: 0.000010
+2023-03-21 00:18:15,881 - INFO - [Train] step: 123899, loss_mpn: 0.045566, loss_rec: 0.078789, loss_semantic: 0.886480, loss_idmrf: 4.563253, loss_adv_gen: -228.638550, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:18:45,943 - INFO - [Train] step: 123999, loss_adv_disc: -1.422000, lr_disc: 0.000010
+2023-03-21 00:18:46,144 - INFO - [Train] step: 123999, loss_mpn: 0.084159, loss_rec: 0.084287, loss_semantic: 0.810310, loss_idmrf: 4.181714, loss_adv_gen: -201.578461, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:19:35,613 - INFO - [Eval] step: 123999, bce: 0.132472, psnr: 24.764984, ssim: 0.833587
+2023-03-21 00:20:10,850 - INFO - [Train] step: 124099, loss_adv_disc: -6.844654, lr_disc: 0.000010
+2023-03-21 00:20:11,054 - INFO - [Train] step: 124099, loss_mpn: 0.068290, loss_rec: 0.073020, loss_semantic: 0.867328, loss_idmrf: 6.226843, loss_adv_gen: -204.899460, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:20:41,578 - INFO - [Train] step: 124199, loss_adv_disc: 1.110167, lr_disc: 0.000010
+2023-03-21 00:20:41,781 - INFO - [Train] step: 124199, loss_mpn: 0.096148, loss_rec: 0.161011, loss_semantic: 1.093464, loss_idmrf: 6.025872, loss_adv_gen: -206.810165, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:21:12,042 - INFO - [Train] step: 124299, loss_adv_disc: -6.079628, lr_disc: 0.000010
+2023-03-21 00:21:12,255 - INFO - [Train] step: 124299, loss_mpn: 0.040262, loss_rec: 0.059829, loss_semantic: 0.783656, loss_idmrf: 4.021503, loss_adv_gen: -238.148865, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:21:42,150 - INFO - [Train] step: 124399, loss_adv_disc: -2.355667, lr_disc: 0.000010
+2023-03-21 00:21:42,354 - INFO - [Train] step: 124399, loss_mpn: 0.021846, loss_rec: 0.054836, loss_semantic: 0.665852, loss_idmrf: 2.748370, loss_adv_gen: -219.091080, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:22:12,444 - INFO - [Train] step: 124499, loss_adv_disc: 0.543065, lr_disc: 0.000010
+2023-03-21 00:22:12,648 - INFO - [Train] step: 124499, loss_mpn: 0.058562, loss_rec: 0.078875, loss_semantic: 0.879581, loss_idmrf: 4.958380, loss_adv_gen: -211.861511, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:22:42,570 - INFO - [Train] step: 124599, loss_adv_disc: -6.786335, lr_disc: 0.000010
+2023-03-21 00:22:42,772 - INFO - [Train] step: 124599, loss_mpn: 0.258867, loss_rec: 0.117107, loss_semantic: 0.956053, loss_idmrf: 5.062927, loss_adv_gen: -198.064606, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:23:13,300 - INFO - [Train] step: 124699, loss_adv_disc: -1.072835, lr_disc: 0.000010
+2023-03-21 00:23:13,510 - INFO - [Train] step: 124699, loss_mpn: 0.040148, loss_rec: 0.036278, loss_semantic: 0.590603, loss_idmrf: 2.635749, loss_adv_gen: -203.484283, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:23:44,535 - INFO - [Train] step: 124799, loss_adv_disc: -11.453719, lr_disc: 0.000010
+2023-03-21 00:23:44,738 - INFO - [Train] step: 124799, loss_mpn: 0.044402, loss_rec: 0.073106, loss_semantic: 0.850770, loss_idmrf: 4.691524, loss_adv_gen: -198.165588, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:24:14,598 - INFO - [Train] step: 124899, loss_adv_disc: -6.480818, lr_disc: 0.000010
+2023-03-21 00:24:14,804 - INFO - [Train] step: 124899, loss_mpn: 0.047023, loss_rec: 0.071790, loss_semantic: 0.842494, loss_idmrf: 5.218051, loss_adv_gen: -203.169037, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:24:45,442 - INFO - [Train] step: 124999, loss_adv_disc: -1.572388, lr_disc: 0.000010
+2023-03-21 00:24:45,646 - INFO - [Train] step: 124999, loss_mpn: 0.056583, loss_rec: 0.046207, loss_semantic: 0.662463, loss_idmrf: 3.859088, loss_adv_gen: -179.971558, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:25:34,117 - INFO - [Eval] step: 124999, bce: 0.131265, psnr: 24.668528, ssim: 0.831796
+2023-03-21 00:26:09,176 - INFO - [Train] step: 125099, loss_adv_disc: -4.002888, lr_disc: 0.000010
+2023-03-21 00:26:09,376 - INFO - [Train] step: 125099, loss_mpn: 0.025091, loss_rec: 0.045175, loss_semantic: 0.575131, loss_idmrf: 2.158163, loss_adv_gen: -211.412292, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:26:39,625 - INFO - [Train] step: 125199, loss_adv_disc: -4.490719, lr_disc: 0.000010
+2023-03-21 00:26:39,832 - INFO - [Train] step: 125199, loss_mpn: 0.054450, loss_rec: 0.054975, loss_semantic: 0.805420, loss_idmrf: 3.701541, loss_adv_gen: -188.001984, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:27:10,419 - INFO - [Train] step: 125299, loss_adv_disc: -5.378658, lr_disc: 0.000010
+2023-03-21 00:27:10,625 - INFO - [Train] step: 125299, loss_mpn: 0.023226, loss_rec: 0.043254, loss_semantic: 0.571103, loss_idmrf: 3.440035, loss_adv_gen: -176.285782, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:27:41,175 - INFO - [Train] step: 125399, loss_adv_disc: -1.531950, lr_disc: 0.000010
+2023-03-21 00:27:41,378 - INFO - [Train] step: 125399, loss_mpn: 0.023771, loss_rec: 0.033208, loss_semantic: 0.534181, loss_idmrf: 2.130642, loss_adv_gen: -193.541687, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:28:11,565 - INFO - [Train] step: 125499, loss_adv_disc: -1.483918, lr_disc: 0.000010
+2023-03-21 00:28:11,766 - INFO - [Train] step: 125499, loss_mpn: 0.066722, loss_rec: 0.106085, loss_semantic: 0.824479, loss_idmrf: 4.810356, loss_adv_gen: -170.797028, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:28:41,929 - INFO - [Train] step: 125599, loss_adv_disc: -8.283398, lr_disc: 0.000010
+2023-03-21 00:28:42,130 - INFO - [Train] step: 125599, loss_mpn: 0.029617, loss_rec: 0.056165, loss_semantic: 0.717672, loss_idmrf: 3.590418, loss_adv_gen: -196.546249, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:29:13,014 - INFO - [Train] step: 125699, loss_adv_disc: 1.269133, lr_disc: 0.000010
+2023-03-21 00:29:13,217 - INFO - [Train] step: 125699, loss_mpn: 0.095512, loss_rec: 0.084672, loss_semantic: 0.827554, loss_idmrf: 5.271647, loss_adv_gen: -201.801422, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:29:43,240 - INFO - [Train] step: 125799, loss_adv_disc: -6.034954, lr_disc: 0.000010
+2023-03-21 00:29:43,442 - INFO - [Train] step: 125799, loss_mpn: 0.050281, loss_rec: 0.084750, loss_semantic: 0.849738, loss_idmrf: 6.323290, loss_adv_gen: -203.464233, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:30:13,553 - INFO - [Train] step: 125899, loss_adv_disc: -3.954051, lr_disc: 0.000010
+2023-03-21 00:30:13,756 - INFO - [Train] step: 125899, loss_mpn: 0.042736, loss_rec: 0.087291, loss_semantic: 0.939955, loss_idmrf: 5.297224, loss_adv_gen: -198.688995, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:30:43,987 - INFO - [Train] step: 125999, loss_adv_disc: -3.812653, lr_disc: 0.000010
+2023-03-21 00:30:44,190 - INFO - [Train] step: 125999, loss_mpn: 0.047535, loss_rec: 0.049492, loss_semantic: 0.706326, loss_idmrf: 3.458954, loss_adv_gen: -203.357910, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:31:33,340 - INFO - [Eval] step: 125999, bce: 0.131921, psnr: 24.728050, ssim: 0.833684
+2023-03-21 00:32:08,120 - INFO - [Train] step: 126099, loss_adv_disc: -2.728412, lr_disc: 0.000010
+2023-03-21 00:32:08,325 - INFO - [Train] step: 126099, loss_mpn: 0.083304, loss_rec: 0.084899, loss_semantic: 0.947103, loss_idmrf: 5.287291, loss_adv_gen: -208.381805, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:32:39,233 - INFO - [Train] step: 126199, loss_adv_disc: -5.951355, lr_disc: 0.000010
+2023-03-21 00:32:39,434 - INFO - [Train] step: 126199, loss_mpn: 0.017815, loss_rec: 0.042651, loss_semantic: 0.550402, loss_idmrf: 2.089056, loss_adv_gen: -208.490448, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:33:10,319 - INFO - [Train] step: 126299, loss_adv_disc: -0.104031, lr_disc: 0.000010
+2023-03-21 00:33:10,525 - INFO - [Train] step: 126299, loss_mpn: 0.024302, loss_rec: 0.033363, loss_semantic: 0.548958, loss_idmrf: 1.694023, loss_adv_gen: -214.919189, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:33:41,223 - INFO - [Train] step: 126399, loss_adv_disc: -0.048656, lr_disc: 0.000010
+2023-03-21 00:33:41,422 - INFO - [Train] step: 126399, loss_mpn: 0.112974, loss_rec: 0.082212, loss_semantic: 0.874696, loss_idmrf: 6.170957, loss_adv_gen: -197.490875, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:34:12,029 - INFO - [Train] step: 126499, loss_adv_disc: 1.012024, lr_disc: 0.000010
+2023-03-21 00:34:12,241 - INFO - [Train] step: 126499, loss_mpn: 0.033059, loss_rec: 0.030003, loss_semantic: 0.526784, loss_idmrf: 2.288768, loss_adv_gen: -206.997604, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:34:42,634 - INFO - [Train] step: 126599, loss_adv_disc: 0.397149, lr_disc: 0.000010
+2023-03-21 00:34:42,838 - INFO - [Train] step: 126599, loss_mpn: 0.052205, loss_rec: 0.036170, loss_semantic: 0.567192, loss_idmrf: 3.573032, loss_adv_gen: -180.021545, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:35:13,222 - INFO - [Train] step: 126699, loss_adv_disc: -6.303751, lr_disc: 0.000010
+2023-03-21 00:35:13,425 - INFO - [Train] step: 126699, loss_mpn: 0.042755, loss_rec: 0.069446, loss_semantic: 0.816549, loss_idmrf: 6.166384, loss_adv_gen: -194.832855, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:35:44,263 - INFO - [Train] step: 126799, loss_adv_disc: -0.696118, lr_disc: 0.000010
+2023-03-21 00:35:44,464 - INFO - [Train] step: 126799, loss_mpn: 0.095639, loss_rec: 0.111683, loss_semantic: 1.060711, loss_idmrf: 5.940493, loss_adv_gen: -225.400787, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:36:14,861 - INFO - [Train] step: 126899, loss_adv_disc: -4.466099, lr_disc: 0.000010
+2023-03-21 00:36:15,064 - INFO - [Train] step: 126899, loss_mpn: 0.065716, loss_rec: 0.068480, loss_semantic: 0.775524, loss_idmrf: 3.715902, loss_adv_gen: -207.046249, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:36:45,148 - INFO - [Train] step: 126999, loss_adv_disc: 0.942123, lr_disc: 0.000010
+2023-03-21 00:36:45,357 - INFO - [Train] step: 126999, loss_mpn: 0.085532, loss_rec: 0.063368, loss_semantic: 0.734843, loss_idmrf: 3.593739, loss_adv_gen: -181.828094, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:37:34,494 - INFO - [Eval] step: 126999, bce: 0.136893, psnr: 24.803383, ssim: 0.833512
+2023-03-21 00:38:08,984 - INFO - [Train] step: 127099, loss_adv_disc: -3.240305, lr_disc: 0.000010
+2023-03-21 00:38:09,190 - INFO - [Train] step: 127099, loss_mpn: 0.058243, loss_rec: 0.068345, loss_semantic: 0.726280, loss_idmrf: 3.432441, loss_adv_gen: -269.754578, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:38:39,428 - INFO - [Train] step: 127199, loss_adv_disc: -0.007352, lr_disc: 0.000010
+2023-03-21 00:38:39,633 - INFO - [Train] step: 127199, loss_mpn: 0.038467, loss_rec: 0.028585, loss_semantic: 0.509233, loss_idmrf: 2.917678, loss_adv_gen: -164.676849, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:39:10,424 - INFO - [Train] step: 127299, loss_adv_disc: -12.503889, lr_disc: 0.000010
+2023-03-21 00:39:10,631 - INFO - [Train] step: 127299, loss_mpn: 0.050218, loss_rec: 0.091755, loss_semantic: 1.034952, loss_idmrf: 5.557188, loss_adv_gen: -199.266693, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:39:41,378 - INFO - [Train] step: 127399, loss_adv_disc: 0.875253, lr_disc: 0.000010
+2023-03-21 00:39:41,579 - INFO - [Train] step: 127399, loss_mpn: 0.021757, loss_rec: 0.029587, loss_semantic: 0.483371, loss_idmrf: 1.680547, loss_adv_gen: -209.963913, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:40:12,228 - INFO - [Train] step: 127499, loss_adv_disc: -0.388742, lr_disc: 0.000010
+2023-03-21 00:40:12,430 - INFO - [Train] step: 127499, loss_mpn: 0.030368, loss_rec: 0.048331, loss_semantic: 0.572894, loss_idmrf: 2.774790, loss_adv_gen: -194.191238, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:40:43,060 - INFO - [Train] step: 127599, loss_adv_disc: -10.647501, lr_disc: 0.000010
+2023-03-21 00:40:43,264 - INFO - [Train] step: 127599, loss_mpn: 0.028312, loss_rec: 0.081563, loss_semantic: 0.904750, loss_idmrf: 6.195816, loss_adv_gen: -200.952942, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:41:13,957 - INFO - [Train] step: 127699, loss_adv_disc: -0.404420, lr_disc: 0.000010
+2023-03-21 00:41:14,157 - INFO - [Train] step: 127699, loss_mpn: 0.029197, loss_rec: 0.061589, loss_semantic: 0.855329, loss_idmrf: 5.109372, loss_adv_gen: -196.144943, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:41:44,419 - INFO - [Train] step: 127799, loss_adv_disc: -3.914011, lr_disc: 0.000010
+2023-03-21 00:41:44,624 - INFO - [Train] step: 127799, loss_mpn: 0.040370, loss_rec: 0.049826, loss_semantic: 0.746814, loss_idmrf: 3.715764, loss_adv_gen: -199.614395, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:42:14,641 - INFO - [Train] step: 127899, loss_adv_disc: -6.109644, lr_disc: 0.000010
+2023-03-21 00:42:14,846 - INFO - [Train] step: 127899, loss_mpn: 0.050619, loss_rec: 0.152567, loss_semantic: 1.033300, loss_idmrf: 6.614627, loss_adv_gen: -188.468994, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:42:44,976 - INFO - [Train] step: 127999, loss_adv_disc: -7.003424, lr_disc: 0.000010
+2023-03-21 00:42:45,187 - INFO - [Train] step: 127999, loss_mpn: 0.037766, loss_rec: 0.070953, loss_semantic: 0.825589, loss_idmrf: 3.657653, loss_adv_gen: -226.743347, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:43:34,286 - INFO - [Eval] step: 127999, bce: 0.133560, psnr: 24.634703, ssim: 0.830119
+2023-03-21 00:44:09,274 - INFO - [Train] step: 128099, loss_adv_disc: -4.796732, lr_disc: 0.000010
+2023-03-21 00:44:09,477 - INFO - [Train] step: 128099, loss_mpn: 0.098987, loss_rec: 0.077367, loss_semantic: 0.873007, loss_idmrf: 6.051002, loss_adv_gen: -170.976196, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:44:39,982 - INFO - [Train] step: 128199, loss_adv_disc: 1.391015, lr_disc: 0.000010
+2023-03-21 00:44:40,183 - INFO - [Train] step: 128199, loss_mpn: 0.052766, loss_rec: 0.037017, loss_semantic: 0.576445, loss_idmrf: 2.897896, loss_adv_gen: -198.001953, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:45:10,593 - INFO - [Train] step: 128299, loss_adv_disc: -4.445251, lr_disc: 0.000010
+2023-03-21 00:45:10,814 - INFO - [Train] step: 128299, loss_mpn: 0.026696, loss_rec: 0.045627, loss_semantic: 0.624380, loss_idmrf: 3.611766, loss_adv_gen: -180.494583, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:45:41,640 - INFO - [Train] step: 128399, loss_adv_disc: -9.366564, lr_disc: 0.000010
+2023-03-21 00:45:41,842 - INFO - [Train] step: 128399, loss_mpn: 0.047806, loss_rec: 0.095092, loss_semantic: 0.877763, loss_idmrf: 5.242931, loss_adv_gen: -200.249878, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:46:12,581 - INFO - [Train] step: 128499, loss_adv_disc: -3.228703, lr_disc: 0.000010
+2023-03-21 00:46:12,785 - INFO - [Train] step: 128499, loss_mpn: 0.031673, loss_rec: 0.038477, loss_semantic: 0.580376, loss_idmrf: 4.403077, loss_adv_gen: -192.327728, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:46:42,805 - INFO - [Train] step: 128599, loss_adv_disc: 2.214771, lr_disc: 0.000010
+2023-03-21 00:46:43,007 - INFO - [Train] step: 128599, loss_mpn: 0.045205, loss_rec: 0.057549, loss_semantic: 0.777755, loss_idmrf: 4.227352, loss_adv_gen: -229.206360, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:47:13,990 - INFO - [Train] step: 128699, loss_adv_disc: -4.678336, lr_disc: 0.000010
+2023-03-21 00:47:14,194 - INFO - [Train] step: 128699, loss_mpn: 0.028024, loss_rec: 0.042972, loss_semantic: 0.597842, loss_idmrf: 4.156672, loss_adv_gen: -192.189468, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:47:44,217 - INFO - [Train] step: 128799, loss_adv_disc: -2.991819, lr_disc: 0.000010
+2023-03-21 00:47:44,420 - INFO - [Train] step: 128799, loss_mpn: 0.049166, loss_rec: 0.038977, loss_semantic: 0.614897, loss_idmrf: 3.884186, loss_adv_gen: -184.521057, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:48:14,810 - INFO - [Train] step: 128899, loss_adv_disc: -10.946253, lr_disc: 0.000010
+2023-03-21 00:48:15,018 - INFO - [Train] step: 128899, loss_mpn: 0.044073, loss_rec: 0.081707, loss_semantic: 0.863111, loss_idmrf: 4.817053, loss_adv_gen: -208.189880, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:48:45,750 - INFO - [Train] step: 128999, loss_adv_disc: -5.934412, lr_disc: 0.000010
+2023-03-21 00:48:45,950 - INFO - [Train] step: 128999, loss_mpn: 0.024464, loss_rec: 0.074691, loss_semantic: 0.769854, loss_idmrf: 4.467205, loss_adv_gen: -205.544769, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:49:35,098 - INFO - [Eval] step: 128999, bce: 0.133695, psnr: 24.685564, ssim: 0.831053
+2023-03-21 00:50:10,322 - INFO - [Train] step: 129099, loss_adv_disc: -0.934282, lr_disc: 0.000010
+2023-03-21 00:50:10,694 - INFO - [Train] step: 129099, loss_mpn: 0.021862, loss_rec: 0.024581, loss_semantic: 0.447164, loss_idmrf: 2.006873, loss_adv_gen: -185.037231, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:50:41,450 - INFO - [Train] step: 129199, loss_adv_disc: 2.478757, lr_disc: 0.000010
+2023-03-21 00:50:41,657 - INFO - [Train] step: 129199, loss_mpn: 0.049149, loss_rec: 0.041355, loss_semantic: 0.618682, loss_idmrf: 1.909918, loss_adv_gen: -223.549713, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:51:11,917 - INFO - [Train] step: 129299, loss_adv_disc: -0.753076, lr_disc: 0.000010
+2023-03-21 00:51:12,119 - INFO - [Train] step: 129299, loss_mpn: 0.015908, loss_rec: 0.045522, loss_semantic: 0.618701, loss_idmrf: 3.590371, loss_adv_gen: -191.050323, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:51:43,232 - INFO - [Train] step: 129399, loss_adv_disc: -23.776379, lr_disc: 0.000010
+2023-03-21 00:51:43,434 - INFO - [Train] step: 129399, loss_mpn: 0.027881, loss_rec: 0.115223, loss_semantic: 1.114223, loss_idmrf: 6.718781, loss_adv_gen: -173.149368, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:52:14,651 - INFO - [Train] step: 129499, loss_adv_disc: -1.983510, lr_disc: 0.000010
+2023-03-21 00:52:14,851 - INFO - [Train] step: 129499, loss_mpn: 0.042133, loss_rec: 0.055660, loss_semantic: 0.742292, loss_idmrf: 3.571906, loss_adv_gen: -201.702011, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:52:45,418 - INFO - [Train] step: 129599, loss_adv_disc: 0.235078, lr_disc: 0.000010
+2023-03-21 00:52:45,619 - INFO - [Train] step: 129599, loss_mpn: 0.083537, loss_rec: 0.069699, loss_semantic: 0.846666, loss_idmrf: 4.292787, loss_adv_gen: -215.399597, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:53:16,394 - INFO - [Train] step: 129699, loss_adv_disc: -5.073204, lr_disc: 0.000010
+2023-03-21 00:53:16,597 - INFO - [Train] step: 129699, loss_mpn: 0.047422, loss_rec: 0.086844, loss_semantic: 1.032363, loss_idmrf: 5.864753, loss_adv_gen: -233.673462, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:53:46,991 - INFO - [Train] step: 129799, loss_adv_disc: -5.102499, lr_disc: 0.000010
+2023-03-21 00:53:47,195 - INFO - [Train] step: 129799, loss_mpn: 0.072368, loss_rec: 0.080956, loss_semantic: 0.824058, loss_idmrf: 4.977052, loss_adv_gen: -186.581650, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:54:17,603 - INFO - [Train] step: 129899, loss_adv_disc: -2.014813, lr_disc: 0.000010
+2023-03-21 00:54:17,808 - INFO - [Train] step: 129899, loss_mpn: 0.038047, loss_rec: 0.051013, loss_semantic: 0.711788, loss_idmrf: 3.548743, loss_adv_gen: -187.309723, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:54:47,812 - INFO - [Train] step: 129999, loss_adv_disc: -2.184511, lr_disc: 0.000010
+2023-03-21 00:54:48,017 - INFO - [Train] step: 129999, loss_mpn: 0.037554, loss_rec: 0.053385, loss_semantic: 0.747372, loss_idmrf: 4.829545, loss_adv_gen: -187.262589, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:55:37,544 - INFO - [Eval] step: 129999, bce: 0.135194, psnr: 24.791435, ssim: 0.834206
+2023-03-21 00:56:13,182 - INFO - [Train] step: 130099, loss_adv_disc: -8.022427, lr_disc: 0.000010
+2023-03-21 00:56:13,388 - INFO - [Train] step: 130099, loss_mpn: 0.042565, loss_rec: 0.087078, loss_semantic: 0.893397, loss_idmrf: 5.310695, loss_adv_gen: -190.924210, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:56:44,496 - INFO - [Train] step: 130199, loss_adv_disc: -7.818504, lr_disc: 0.000010
+2023-03-21 00:56:44,700 - INFO - [Train] step: 130199, loss_mpn: 0.035588, loss_rec: 0.093531, loss_semantic: 0.852746, loss_idmrf: 3.699472, loss_adv_gen: -187.747620, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:57:15,070 - INFO - [Train] step: 130299, loss_adv_disc: -7.814982, lr_disc: 0.000010
+2023-03-21 00:57:15,273 - INFO - [Train] step: 130299, loss_mpn: 0.027654, loss_rec: 0.114393, loss_semantic: 1.037666, loss_idmrf: 5.207286, loss_adv_gen: -201.106689, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:57:45,465 - INFO - [Train] step: 130399, loss_adv_disc: -2.265322, lr_disc: 0.000010
+2023-03-21 00:57:45,671 - INFO - [Train] step: 130399, loss_mpn: 0.012763, loss_rec: 0.054609, loss_semantic: 0.699297, loss_idmrf: 3.255153, loss_adv_gen: -213.765076, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:58:16,318 - INFO - [Train] step: 130499, loss_adv_disc: 3.130563, lr_disc: 0.000010
+2023-03-21 00:58:16,521 - INFO - [Train] step: 130499, loss_mpn: 0.075610, loss_rec: 0.133337, loss_semantic: 0.848038, loss_idmrf: 5.024270, loss_adv_gen: -202.542419, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:58:47,156 - INFO - [Train] step: 130599, loss_adv_disc: -0.313777, lr_disc: 0.000010
+2023-03-21 00:58:47,358 - INFO - [Train] step: 130599, loss_mpn: 0.003683, loss_rec: 0.022465, loss_semantic: 0.397815, loss_idmrf: 0.835308, loss_adv_gen: -185.594635, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:59:17,249 - INFO - [Train] step: 130699, loss_adv_disc: -3.138379, lr_disc: 0.000010
+2023-03-21 00:59:17,456 - INFO - [Train] step: 130699, loss_mpn: 0.017026, loss_rec: 0.049643, loss_semantic: 0.754163, loss_idmrf: 3.841132, loss_adv_gen: -195.658768, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 00:59:47,971 - INFO - [Train] step: 130799, loss_adv_disc: -0.542732, lr_disc: 0.000010
+2023-03-21 00:59:48,179 - INFO - [Train] step: 130799, loss_mpn: 0.008246, loss_rec: 0.019005, loss_semantic: 0.379264, loss_idmrf: 1.598842, loss_adv_gen: -178.025131, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:00:18,921 - INFO - [Train] step: 130899, loss_adv_disc: -6.401194, lr_disc: 0.000010
+2023-03-21 01:00:19,124 - INFO - [Train] step: 130899, loss_mpn: 0.076873, loss_rec: 0.101256, loss_semantic: 0.950411, loss_idmrf: 6.692757, loss_adv_gen: -216.328430, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:00:49,706 - INFO - [Train] step: 130999, loss_adv_disc: -2.638386, lr_disc: 0.000010
+2023-03-21 01:00:49,913 - INFO - [Train] step: 130999, loss_mpn: 0.024220, loss_rec: 0.046224, loss_semantic: 0.667153, loss_idmrf: 2.325747, loss_adv_gen: -191.678360, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:01:39,150 - INFO - [Eval] step: 130999, bce: 0.132652, psnr: 24.659559, ssim: 0.832363
+2023-03-21 01:02:13,484 - INFO - [Train] step: 131099, loss_adv_disc: -3.125897, lr_disc: 0.000010
+2023-03-21 01:02:13,689 - INFO - [Train] step: 131099, loss_mpn: 0.040793, loss_rec: 0.052042, loss_semantic: 0.766068, loss_idmrf: 3.234694, loss_adv_gen: -187.196838, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:02:44,713 - INFO - [Train] step: 131199, loss_adv_disc: -4.916741, lr_disc: 0.000010
+2023-03-21 01:02:44,915 - INFO - [Train] step: 131199, loss_mpn: 0.059849, loss_rec: 0.079274, loss_semantic: 0.786299, loss_idmrf: 5.153393, loss_adv_gen: -185.423721, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:03:15,259 - INFO - [Train] step: 131299, loss_adv_disc: -5.070429, lr_disc: 0.000010
+2023-03-21 01:03:15,466 - INFO - [Train] step: 131299, loss_mpn: 0.018644, loss_rec: 0.081414, loss_semantic: 0.784658, loss_idmrf: 3.823501, loss_adv_gen: -192.430527, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:03:45,791 - INFO - [Train] step: 131399, loss_adv_disc: -2.332189, lr_disc: 0.000010
+2023-03-21 01:03:45,995 - INFO - [Train] step: 131399, loss_mpn: 0.057372, loss_rec: 0.063038, loss_semantic: 0.854755, loss_idmrf: 5.261160, loss_adv_gen: -191.551331, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:04:16,713 - INFO - [Train] step: 131499, loss_adv_disc: -5.260507, lr_disc: 0.000010
+2023-03-21 01:04:16,917 - INFO - [Train] step: 131499, loss_mpn: 0.029737, loss_rec: 0.048732, loss_semantic: 0.677006, loss_idmrf: 3.549404, loss_adv_gen: -190.452377, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:04:47,527 - INFO - [Train] step: 131599, loss_adv_disc: -0.397933, lr_disc: 0.000010
+2023-03-21 01:04:47,728 - INFO - [Train] step: 131599, loss_mpn: 0.015736, loss_rec: 0.034370, loss_semantic: 0.573028, loss_idmrf: 2.139657, loss_adv_gen: -200.164566, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:05:18,999 - INFO - [Train] step: 131699, loss_adv_disc: 0.065750, lr_disc: 0.000010
+2023-03-21 01:05:19,202 - INFO - [Train] step: 131699, loss_mpn: 0.011176, loss_rec: 0.019298, loss_semantic: 0.393997, loss_idmrf: 1.392347, loss_adv_gen: -209.184021, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:05:49,906 - INFO - [Train] step: 131799, loss_adv_disc: -3.264905, lr_disc: 0.000010
+2023-03-21 01:05:50,108 - INFO - [Train] step: 131799, loss_mpn: 0.075899, loss_rec: 0.067907, loss_semantic: 0.837699, loss_idmrf: 3.910348, loss_adv_gen: -203.893616, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:06:20,249 - INFO - [Train] step: 131899, loss_adv_disc: -6.213084, lr_disc: 0.000010
+2023-03-21 01:06:20,454 - INFO - [Train] step: 131899, loss_mpn: 0.079283, loss_rec: 0.077144, loss_semantic: 0.809711, loss_idmrf: 4.481582, loss_adv_gen: -187.892700, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:06:50,703 - INFO - [Train] step: 131999, loss_adv_disc: 0.865621, lr_disc: 0.000010
+2023-03-21 01:06:50,906 - INFO - [Train] step: 131999, loss_mpn: 0.050966, loss_rec: 0.054742, loss_semantic: 0.695309, loss_idmrf: 3.525417, loss_adv_gen: -204.332733, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:07:41,513 - INFO - [Eval] step: 131999, bce: 0.135279, psnr: 24.668299, ssim: 0.829708
+2023-03-21 01:08:17,153 - INFO - [Train] step: 132099, loss_adv_disc: 2.644189, lr_disc: 0.000010
+2023-03-21 01:08:17,357 - INFO - [Train] step: 132099, loss_mpn: 0.015520, loss_rec: 0.035001, loss_semantic: 0.564633, loss_idmrf: 1.795192, loss_adv_gen: -235.028442, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:08:47,393 - INFO - [Train] step: 132199, loss_adv_disc: -4.314327, lr_disc: 0.000010
+2023-03-21 01:08:47,595 - INFO - [Train] step: 132199, loss_mpn: 0.064843, loss_rec: 0.074483, loss_semantic: 0.901390, loss_idmrf: 6.339524, loss_adv_gen: -177.665253, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:09:18,072 - INFO - [Train] step: 132299, loss_adv_disc: 0.286661, lr_disc: 0.000010
+2023-03-21 01:09:18,272 - INFO - [Train] step: 132299, loss_mpn: 0.048027, loss_rec: 0.039419, loss_semantic: 0.579581, loss_idmrf: 2.655136, loss_adv_gen: -196.422974, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:09:49,814 - INFO - [Train] step: 132399, loss_adv_disc: -3.508337, lr_disc: 0.000010
+2023-03-21 01:09:50,015 - INFO - [Train] step: 132399, loss_mpn: 0.027542, loss_rec: 0.038115, loss_semantic: 0.587283, loss_idmrf: 4.478272, loss_adv_gen: -173.919907, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:10:20,665 - INFO - [Train] step: 132499, loss_adv_disc: 1.423521, lr_disc: 0.000010
+2023-03-21 01:10:20,868 - INFO - [Train] step: 132499, loss_mpn: 0.030553, loss_rec: 0.035203, loss_semantic: 0.573275, loss_idmrf: 2.338721, loss_adv_gen: -212.550842, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:10:51,735 - INFO - [Train] step: 132599, loss_adv_disc: -8.665642, lr_disc: 0.000010
+2023-03-21 01:10:51,943 - INFO - [Train] step: 132599, loss_mpn: 0.027560, loss_rec: 0.054768, loss_semantic: 0.739755, loss_idmrf: 3.489779, loss_adv_gen: -172.187805, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:11:22,889 - INFO - [Train] step: 132699, loss_adv_disc: -13.168887, lr_disc: 0.000010
+2023-03-21 01:11:23,098 - INFO - [Train] step: 132699, loss_mpn: 0.031692, loss_rec: 0.121340, loss_semantic: 1.174624, loss_idmrf: 5.740413, loss_adv_gen: -208.693619, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:11:53,294 - INFO - [Train] step: 132799, loss_adv_disc: -3.677251, lr_disc: 0.000010
+2023-03-21 01:11:53,496 - INFO - [Train] step: 132799, loss_mpn: 0.052599, loss_rec: 0.068247, loss_semantic: 0.725139, loss_idmrf: 2.764132, loss_adv_gen: -198.872314, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:12:23,767 - INFO - [Train] step: 132899, loss_adv_disc: -1.450407, lr_disc: 0.000010
+2023-03-21 01:12:23,973 - INFO - [Train] step: 132899, loss_mpn: 0.015293, loss_rec: 0.035112, loss_semantic: 0.596116, loss_idmrf: 2.564428, loss_adv_gen: -210.114319, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:12:54,351 - INFO - [Train] step: 132999, loss_adv_disc: 0.676625, lr_disc: 0.000010
+2023-03-21 01:12:54,556 - INFO - [Train] step: 132999, loss_mpn: 0.043944, loss_rec: 0.050678, loss_semantic: 0.673520, loss_idmrf: 4.775451, loss_adv_gen: -202.739471, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:13:44,306 - INFO - [Eval] step: 132999, bce: 0.138962, psnr: 24.692364, ssim: 0.830568
+2023-03-21 01:14:19,788 - INFO - [Train] step: 133099, loss_adv_disc: -7.412084, lr_disc: 0.000010
+2023-03-21 01:14:19,991 - INFO - [Train] step: 133099, loss_mpn: 0.126963, loss_rec: 0.133599, loss_semantic: 0.940496, loss_idmrf: 4.704473, loss_adv_gen: -220.261459, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:14:50,425 - INFO - [Train] step: 133199, loss_adv_disc: -4.081478, lr_disc: 0.000010
+2023-03-21 01:14:50,627 - INFO - [Train] step: 133199, loss_mpn: 0.040869, loss_rec: 0.084148, loss_semantic: 0.876432, loss_idmrf: 4.844553, loss_adv_gen: -215.533722, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:15:21,003 - INFO - [Train] step: 133299, loss_adv_disc: -19.434679, lr_disc: 0.000010
+2023-03-21 01:15:21,209 - INFO - [Train] step: 133299, loss_mpn: 0.043599, loss_rec: 0.076347, loss_semantic: 0.685782, loss_idmrf: 4.089609, loss_adv_gen: -187.049118, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:15:51,442 - INFO - [Train] step: 133399, loss_adv_disc: -6.393450, lr_disc: 0.000010
+2023-03-21 01:15:51,647 - INFO - [Train] step: 133399, loss_mpn: 0.036699, loss_rec: 0.083623, loss_semantic: 0.929793, loss_idmrf: 7.250843, loss_adv_gen: -181.566360, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:16:21,880 - INFO - [Train] step: 133499, loss_adv_disc: -10.050548, lr_disc: 0.000010
+2023-03-21 01:16:22,082 - INFO - [Train] step: 133499, loss_mpn: 0.053104, loss_rec: 0.083907, loss_semantic: 0.914429, loss_idmrf: 6.338387, loss_adv_gen: -229.268265, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:16:52,698 - INFO - [Train] step: 133599, loss_adv_disc: -6.838814, lr_disc: 0.000010
+2023-03-21 01:16:52,908 - INFO - [Train] step: 133599, loss_mpn: 0.015636, loss_rec: 0.082282, loss_semantic: 0.776109, loss_idmrf: 3.932468, loss_adv_gen: -207.302322, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:17:24,134 - INFO - [Train] step: 133699, loss_adv_disc: -13.760619, lr_disc: 0.000010
+2023-03-21 01:17:24,342 - INFO - [Train] step: 133699, loss_mpn: 0.052943, loss_rec: 0.092633, loss_semantic: 0.863732, loss_idmrf: 5.389065, loss_adv_gen: -189.890533, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:17:55,399 - INFO - [Train] step: 133799, loss_adv_disc: -0.599710, lr_disc: 0.000010
+2023-03-21 01:17:55,599 - INFO - [Train] step: 133799, loss_mpn: 0.069257, loss_rec: 0.051759, loss_semantic: 0.741622, loss_idmrf: 3.589069, loss_adv_gen: -194.681152, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:18:26,053 - INFO - [Train] step: 133899, loss_adv_disc: 1.831403, lr_disc: 0.000010
+2023-03-21 01:18:26,257 - INFO - [Train] step: 133899, loss_mpn: 0.023471, loss_rec: 0.029887, loss_semantic: 0.501133, loss_idmrf: 1.427656, loss_adv_gen: -200.906219, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:18:56,216 - INFO - [Train] step: 133999, loss_adv_disc: -2.768201, lr_disc: 0.000010
+2023-03-21 01:18:56,416 - INFO - [Train] step: 133999, loss_mpn: 0.029985, loss_rec: 0.094113, loss_semantic: 0.940110, loss_idmrf: 4.694538, loss_adv_gen: -213.555084, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:19:46,442 - INFO - [Eval] step: 133999, bce: 0.135399, psnr: 24.602268, ssim: 0.830259
+2023-03-21 01:20:21,130 - INFO - [Train] step: 134099, loss_adv_disc: -1.069320, lr_disc: 0.000010
+2023-03-21 01:20:21,330 - INFO - [Train] step: 134099, loss_mpn: 0.016144, loss_rec: 0.034342, loss_semantic: 0.524339, loss_idmrf: 2.506458, loss_adv_gen: -198.269226, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:20:51,812 - INFO - [Train] step: 134199, loss_adv_disc: -1.745145, lr_disc: 0.000010
+2023-03-21 01:20:52,020 - INFO - [Train] step: 134199, loss_mpn: 0.010758, loss_rec: 0.031720, loss_semantic: 0.505178, loss_idmrf: 1.658785, loss_adv_gen: -171.016144, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:21:22,339 - INFO - [Train] step: 134299, loss_adv_disc: 0.713357, lr_disc: 0.000010
+2023-03-21 01:21:22,547 - INFO - [Train] step: 134299, loss_mpn: 0.026385, loss_rec: 0.032468, loss_semantic: 0.573314, loss_idmrf: 1.877879, loss_adv_gen: -194.156067, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:21:53,008 - INFO - [Train] step: 134399, loss_adv_disc: 1.640788, lr_disc: 0.000010
+2023-03-21 01:21:53,206 - INFO - [Train] step: 134399, loss_mpn: 0.038868, loss_rec: 0.082363, loss_semantic: 0.946632, loss_idmrf: 4.772952, loss_adv_gen: -219.812225, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:22:23,563 - INFO - [Train] step: 134499, loss_adv_disc: -3.119851, lr_disc: 0.000010
+2023-03-21 01:22:23,773 - INFO - [Train] step: 134499, loss_mpn: 0.018673, loss_rec: 0.043415, loss_semantic: 0.644770, loss_idmrf: 2.628406, loss_adv_gen: -184.628387, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:22:54,442 - INFO - [Train] step: 134599, loss_adv_disc: -4.055754, lr_disc: 0.000010
+2023-03-21 01:22:54,651 - INFO - [Train] step: 134599, loss_mpn: 0.049446, loss_rec: 0.061415, loss_semantic: 0.700291, loss_idmrf: 4.125683, loss_adv_gen: -213.601929, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:23:25,962 - INFO - [Train] step: 134699, loss_adv_disc: -1.418202, lr_disc: 0.000010
+2023-03-21 01:23:26,166 - INFO - [Train] step: 134699, loss_mpn: 0.030384, loss_rec: 0.053243, loss_semantic: 0.776689, loss_idmrf: 3.606586, loss_adv_gen: -201.544174, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:23:57,558 - INFO - [Train] step: 134799, loss_adv_disc: -8.479109, lr_disc: 0.000010
+2023-03-21 01:23:57,761 - INFO - [Train] step: 134799, loss_mpn: 0.040670, loss_rec: 0.089282, loss_semantic: 1.010104, loss_idmrf: 5.527397, loss_adv_gen: -232.604492, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:24:28,459 - INFO - [Train] step: 134899, loss_adv_disc: -9.761353, lr_disc: 0.000010
+2023-03-21 01:24:28,667 - INFO - [Train] step: 134899, loss_mpn: 0.058480, loss_rec: 0.091052, loss_semantic: 0.990147, loss_idmrf: 7.233132, loss_adv_gen: -198.988297, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:24:59,449 - INFO - [Train] step: 134999, loss_adv_disc: -4.640138, lr_disc: 0.000010
+2023-03-21 01:24:59,644 - INFO - [Train] step: 134999, loss_mpn: 0.032185, loss_rec: 0.060770, loss_semantic: 0.710449, loss_idmrf: 5.622108, loss_adv_gen: -167.284973, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:25:48,838 - INFO - [Eval] step: 134999, bce: 0.137284, psnr: 24.703650, ssim: 0.830814
+2023-03-21 01:26:24,925 - INFO - [Train] step: 135099, loss_adv_disc: 0.154960, lr_disc: 0.000010
+2023-03-21 01:26:25,129 - INFO - [Train] step: 135099, loss_mpn: 0.103458, loss_rec: 0.067551, loss_semantic: 0.815996, loss_idmrf: 5.384116, loss_adv_gen: -186.559296, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:26:55,431 - INFO - [Train] step: 135199, loss_adv_disc: -20.976524, lr_disc: 0.000010
+2023-03-21 01:26:55,639 - INFO - [Train] step: 135199, loss_mpn: 0.023832, loss_rec: 0.111493, loss_semantic: 0.952380, loss_idmrf: 4.621574, loss_adv_gen: -177.516922, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:27:26,144 - INFO - [Train] step: 135299, loss_adv_disc: -0.823985, lr_disc: 0.000010
+2023-03-21 01:27:26,348 - INFO - [Train] step: 135299, loss_mpn: 0.017764, loss_rec: 0.028864, loss_semantic: 0.463663, loss_idmrf: 2.083939, loss_adv_gen: -195.312195, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:27:57,223 - INFO - [Train] step: 135399, loss_adv_disc: -4.851120, lr_disc: 0.000010
+2023-03-21 01:27:57,427 - INFO - [Train] step: 135399, loss_mpn: 0.041080, loss_rec: 0.050516, loss_semantic: 0.683511, loss_idmrf: 4.333270, loss_adv_gen: -178.913757, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:28:27,398 - INFO - [Train] step: 135499, loss_adv_disc: -3.241862, lr_disc: 0.000010
+2023-03-21 01:28:27,602 - INFO - [Train] step: 135499, loss_mpn: 0.041644, loss_rec: 0.047825, loss_semantic: 0.674386, loss_idmrf: 3.909956, loss_adv_gen: -187.007706, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:28:58,065 - INFO - [Train] step: 135599, loss_adv_disc: -3.892242, lr_disc: 0.000010
+2023-03-21 01:28:58,272 - INFO - [Train] step: 135599, loss_mpn: 0.109828, loss_rec: 0.094774, loss_semantic: 0.837436, loss_idmrf: 5.372070, loss_adv_gen: -185.435013, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:29:29,084 - INFO - [Train] step: 135699, loss_adv_disc: -3.520203, lr_disc: 0.000010
+2023-03-21 01:29:29,291 - INFO - [Train] step: 135699, loss_mpn: 0.027802, loss_rec: 0.062881, loss_semantic: 0.774033, loss_idmrf: 4.351299, loss_adv_gen: -195.491669, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:30:00,237 - INFO - [Train] step: 135799, loss_adv_disc: 0.029650, lr_disc: 0.000010
+2023-03-21 01:30:00,440 - INFO - [Train] step: 135799, loss_mpn: 0.013722, loss_rec: 0.034442, loss_semantic: 0.542885, loss_idmrf: 2.443188, loss_adv_gen: -184.634598, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:30:30,989 - INFO - [Train] step: 135899, loss_adv_disc: -2.745262, lr_disc: 0.000010
+2023-03-21 01:30:31,194 - INFO - [Train] step: 135899, loss_mpn: 0.025113, loss_rec: 0.063947, loss_semantic: 0.774386, loss_idmrf: 3.999799, loss_adv_gen: -202.950775, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:31:01,919 - INFO - [Train] step: 135999, loss_adv_disc: -1.003598, lr_disc: 0.000010
+2023-03-21 01:31:02,128 - INFO - [Train] step: 135999, loss_mpn: 0.032479, loss_rec: 0.029069, loss_semantic: 0.535202, loss_idmrf: 3.819031, loss_adv_gen: -160.709076, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:31:52,465 - INFO - [Eval] step: 135999, bce: 0.139639, psnr: 24.732668, ssim: 0.833070
+2023-03-21 01:32:27,521 - INFO - [Train] step: 136099, loss_adv_disc: -5.541124, lr_disc: 0.000010
+2023-03-21 01:32:27,724 - INFO - [Train] step: 136099, loss_mpn: 0.146477, loss_rec: 0.109063, loss_semantic: 0.860911, loss_idmrf: 6.476902, loss_adv_gen: -198.234894, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:32:57,598 - INFO - [Train] step: 136199, loss_adv_disc: -4.586098, lr_disc: 0.000010
+2023-03-21 01:32:57,804 - INFO - [Train] step: 136199, loss_mpn: 0.050761, loss_rec: 0.058730, loss_semantic: 0.788446, loss_idmrf: 5.227329, loss_adv_gen: -199.375580, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:33:28,186 - INFO - [Train] step: 136299, loss_adv_disc: -5.219896, lr_disc: 0.000010
+2023-03-21 01:33:28,388 - INFO - [Train] step: 136299, loss_mpn: 0.029244, loss_rec: 0.049875, loss_semantic: 0.628191, loss_idmrf: 4.605248, loss_adv_gen: -184.332947, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:33:58,944 - INFO - [Train] step: 136399, loss_adv_disc: -0.007757, lr_disc: 0.000010
+2023-03-21 01:33:59,148 - INFO - [Train] step: 136399, loss_mpn: 0.060444, loss_rec: 0.063134, loss_semantic: 0.742182, loss_idmrf: 3.779478, loss_adv_gen: -227.089691, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:34:29,523 - INFO - [Train] step: 136499, loss_adv_disc: -4.410578, lr_disc: 0.000010
+2023-03-21 01:34:29,726 - INFO - [Train] step: 136499, loss_mpn: 0.044353, loss_rec: 0.048373, loss_semantic: 0.648997, loss_idmrf: 3.885528, loss_adv_gen: -217.467087, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:35:00,644 - INFO - [Train] step: 136599, loss_adv_disc: 1.048611, lr_disc: 0.000010
+2023-03-21 01:35:00,852 - INFO - [Train] step: 136599, loss_mpn: 0.009319, loss_rec: 0.023169, loss_semantic: 0.401488, loss_idmrf: 0.994608, loss_adv_gen: -205.499146, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:35:31,682 - INFO - [Train] step: 136699, loss_adv_disc: -10.332498, lr_disc: 0.000010
+2023-03-21 01:35:31,892 - INFO - [Train] step: 136699, loss_mpn: 0.028182, loss_rec: 0.122987, loss_semantic: 1.050496, loss_idmrf: 4.536768, loss_adv_gen: -243.594635, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:36:02,980 - INFO - [Train] step: 136799, loss_adv_disc: -0.323431, lr_disc: 0.000010
+2023-03-21 01:36:03,186 - INFO - [Train] step: 136799, loss_mpn: 0.026120, loss_rec: 0.037314, loss_semantic: 0.595127, loss_idmrf: 3.159009, loss_adv_gen: -188.017670, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:36:34,076 - INFO - [Train] step: 136899, loss_adv_disc: 0.738022, lr_disc: 0.000010
+2023-03-21 01:36:34,285 - INFO - [Train] step: 136899, loss_mpn: 0.036170, loss_rec: 0.060175, loss_semantic: 0.787096, loss_idmrf: 2.798664, loss_adv_gen: -230.037857, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:37:05,356 - INFO - [Train] step: 136999, loss_adv_disc: -12.794576, lr_disc: 0.000010
+2023-03-21 01:37:05,563 - INFO - [Train] step: 136999, loss_mpn: 0.049089, loss_rec: 0.105030, loss_semantic: 1.207368, loss_idmrf: 6.877073, loss_adv_gen: -220.439697, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:37:54,969 - INFO - [Eval] step: 136999, bce: 0.135931, psnr: 24.680819, ssim: 0.832825
+2023-03-21 01:38:30,417 - INFO - [Train] step: 137099, loss_adv_disc: -7.241390, lr_disc: 0.000010
+2023-03-21 01:38:30,623 - INFO - [Train] step: 137099, loss_mpn: 0.047031, loss_rec: 0.094721, loss_semantic: 1.063607, loss_idmrf: 5.479858, loss_adv_gen: -212.354675, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:39:01,361 - INFO - [Train] step: 137199, loss_adv_disc: 0.564758, lr_disc: 0.000010
+2023-03-21 01:39:01,574 - INFO - [Train] step: 137199, loss_mpn: 0.030923, loss_rec: 0.051223, loss_semantic: 0.560898, loss_idmrf: 3.091716, loss_adv_gen: -226.922577, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:39:32,573 - INFO - [Train] step: 137299, loss_adv_disc: 1.546543, lr_disc: 0.000010
+2023-03-21 01:39:32,781 - INFO - [Train] step: 137299, loss_mpn: 0.025244, loss_rec: 0.024974, loss_semantic: 0.471108, loss_idmrf: 1.753694, loss_adv_gen: -192.089127, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:40:03,419 - INFO - [Train] step: 137399, loss_adv_disc: -12.985733, lr_disc: 0.000010
+2023-03-21 01:40:03,624 - INFO - [Train] step: 137399, loss_mpn: 0.014159, loss_rec: 0.064175, loss_semantic: 0.611474, loss_idmrf: 3.273926, loss_adv_gen: -179.828201, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:40:34,377 - INFO - [Train] step: 137499, loss_adv_disc: -4.668623, lr_disc: 0.000010
+2023-03-21 01:40:34,579 - INFO - [Train] step: 137499, loss_mpn: 0.023092, loss_rec: 0.046604, loss_semantic: 0.684960, loss_idmrf: 2.105337, loss_adv_gen: -217.713104, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:41:04,423 - INFO - [Train] step: 137599, loss_adv_disc: 0.989040, lr_disc: 0.000010
+2023-03-21 01:41:04,625 - INFO - [Train] step: 137599, loss_mpn: 0.023386, loss_rec: 0.028917, loss_semantic: 0.476122, loss_idmrf: 1.548529, loss_adv_gen: -168.194550, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:41:35,097 - INFO - [Train] step: 137699, loss_adv_disc: -17.032547, lr_disc: 0.000010
+2023-03-21 01:41:35,303 - INFO - [Train] step: 137699, loss_mpn: 0.014298, loss_rec: 0.083135, loss_semantic: 0.764681, loss_idmrf: 2.934336, loss_adv_gen: -216.830261, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:42:05,611 - INFO - [Train] step: 137799, loss_adv_disc: -6.784444, lr_disc: 0.000010
+2023-03-21 01:42:05,816 - INFO - [Train] step: 137799, loss_mpn: 0.058403, loss_rec: 0.065174, loss_semantic: 0.754739, loss_idmrf: 4.367511, loss_adv_gen: -185.098923, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:42:36,828 - INFO - [Train] step: 137899, loss_adv_disc: 2.860182, lr_disc: 0.000010
+2023-03-21 01:42:37,041 - INFO - [Train] step: 137899, loss_mpn: 0.046963, loss_rec: 0.031489, loss_semantic: 0.493298, loss_idmrf: 1.714601, loss_adv_gen: -195.815063, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:43:08,165 - INFO - [Train] step: 137999, loss_adv_disc: -3.806839, lr_disc: 0.000010
+2023-03-21 01:43:08,373 - INFO - [Train] step: 137999, loss_mpn: 0.019207, loss_rec: 0.061682, loss_semantic: 0.708498, loss_idmrf: 4.885161, loss_adv_gen: -170.412811, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:43:59,017 - INFO - [Eval] step: 137999, bce: 0.137135, psnr: 24.741405, ssim: 0.832910
+2023-03-21 01:44:33,896 - INFO - [Train] step: 138099, loss_adv_disc: -2.175111, lr_disc: 0.000010
+2023-03-21 01:44:34,104 - INFO - [Train] step: 138099, loss_mpn: 0.024190, loss_rec: 0.056179, loss_semantic: 0.652157, loss_idmrf: 2.940655, loss_adv_gen: -221.188599, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:45:05,454 - INFO - [Train] step: 138199, loss_adv_disc: -0.783283, lr_disc: 0.000010
+2023-03-21 01:45:05,658 - INFO - [Train] step: 138199, loss_mpn: 0.033568, loss_rec: 0.038177, loss_semantic: 0.609274, loss_idmrf: 4.218882, loss_adv_gen: -194.495621, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:45:35,864 - INFO - [Train] step: 138299, loss_adv_disc: -4.612605, lr_disc: 0.000010
+2023-03-21 01:45:36,065 - INFO - [Train] step: 138299, loss_mpn: 0.110119, loss_rec: 0.086830, loss_semantic: 0.912503, loss_idmrf: 5.498278, loss_adv_gen: -201.004593, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:46:07,269 - INFO - [Train] step: 138399, loss_adv_disc: -16.346415, lr_disc: 0.000010
+2023-03-21 01:46:07,480 - INFO - [Train] step: 138399, loss_mpn: 0.055684, loss_rec: 0.125303, loss_semantic: 1.009185, loss_idmrf: 6.157339, loss_adv_gen: -171.087204, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:46:38,235 - INFO - [Train] step: 138499, loss_adv_disc: -10.477343, lr_disc: 0.000010
+2023-03-21 01:46:38,440 - INFO - [Train] step: 138499, loss_mpn: 0.026693, loss_rec: 0.078517, loss_semantic: 0.903204, loss_idmrf: 7.485010, loss_adv_gen: -192.379135, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:47:09,123 - INFO - [Train] step: 138599, loss_adv_disc: -4.681334, lr_disc: 0.000010
+2023-03-21 01:47:09,328 - INFO - [Train] step: 138599, loss_mpn: 0.022721, loss_rec: 0.064808, loss_semantic: 0.805456, loss_idmrf: 4.216008, loss_adv_gen: -194.062958, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:47:40,058 - INFO - [Train] step: 138699, loss_adv_disc: 1.381254, lr_disc: 0.000010
+2023-03-21 01:47:40,262 - INFO - [Train] step: 138699, loss_mpn: 0.036310, loss_rec: 0.041483, loss_semantic: 0.620857, loss_idmrf: 2.792787, loss_adv_gen: -187.519806, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:48:10,618 - INFO - [Train] step: 138799, loss_adv_disc: -7.464310, lr_disc: 0.000010
+2023-03-21 01:48:10,825 - INFO - [Train] step: 138799, loss_mpn: 0.064024, loss_rec: 0.092466, loss_semantic: 0.967535, loss_idmrf: 6.280935, loss_adv_gen: -176.727280, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:48:41,518 - INFO - [Train] step: 138899, loss_adv_disc: -6.463016, lr_disc: 0.000010
+2023-03-21 01:48:41,725 - INFO - [Train] step: 138899, loss_mpn: 0.056206, loss_rec: 0.081880, loss_semantic: 0.845462, loss_idmrf: 3.868834, loss_adv_gen: -197.955841, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:49:12,830 - INFO - [Train] step: 138999, loss_adv_disc: -0.483270, lr_disc: 0.000010
+2023-03-21 01:49:13,038 - INFO - [Train] step: 138999, loss_mpn: 0.046082, loss_rec: 0.037690, loss_semantic: 0.578312, loss_idmrf: 2.970054, loss_adv_gen: -191.479080, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:50:05,297 - INFO - [Eval] step: 138999, bce: 0.133610, psnr: 24.776129, ssim: 0.833016
+2023-03-21 01:50:40,495 - INFO - [Train] step: 139099, loss_adv_disc: -0.624506, lr_disc: 0.000010
+2023-03-21 01:50:40,697 - INFO - [Train] step: 139099, loss_mpn: 0.027679, loss_rec: 0.033527, loss_semantic: 0.542913, loss_idmrf: 1.840050, loss_adv_gen: -202.431000, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:51:11,322 - INFO - [Train] step: 139199, loss_adv_disc: -3.066422, lr_disc: 0.000010
+2023-03-21 01:51:11,528 - INFO - [Train] step: 139199, loss_mpn: 0.030505, loss_rec: 0.063108, loss_semantic: 0.739023, loss_idmrf: 3.977920, loss_adv_gen: -195.000793, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:51:42,370 - INFO - [Train] step: 139299, loss_adv_disc: 4.903639, lr_disc: 0.000010
+2023-03-21 01:51:42,574 - INFO - [Train] step: 139299, loss_mpn: 0.150331, loss_rec: 0.174827, loss_semantic: 1.071743, loss_idmrf: 6.006153, loss_adv_gen: -175.439880, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:52:13,260 - INFO - [Train] step: 139399, loss_adv_disc: -2.173555, lr_disc: 0.000010
+2023-03-21 01:52:13,468 - INFO - [Train] step: 139399, loss_mpn: 0.061113, loss_rec: 0.067630, loss_semantic: 0.803007, loss_idmrf: 3.056811, loss_adv_gen: -213.318756, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:52:44,090 - INFO - [Train] step: 139499, loss_adv_disc: -7.520147, lr_disc: 0.000010
+2023-03-21 01:52:44,290 - INFO - [Train] step: 139499, loss_mpn: 0.041209, loss_rec: 0.074160, loss_semantic: 0.817336, loss_idmrf: 4.547958, loss_adv_gen: -191.441803, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:53:14,267 - INFO - [Train] step: 139599, loss_adv_disc: -9.399535, lr_disc: 0.000010
+2023-03-21 01:53:14,475 - INFO - [Train] step: 139599, loss_mpn: 0.054204, loss_rec: 0.096312, loss_semantic: 0.963401, loss_idmrf: 6.463464, loss_adv_gen: -193.631836, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:53:44,771 - INFO - [Train] step: 139699, loss_adv_disc: -6.168003, lr_disc: 0.000010
+2023-03-21 01:53:44,978 - INFO - [Train] step: 139699, loss_mpn: 0.022351, loss_rec: 0.046199, loss_semantic: 0.722802, loss_idmrf: 3.630690, loss_adv_gen: -177.052826, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:54:15,383 - INFO - [Train] step: 139799, loss_adv_disc: -0.912402, lr_disc: 0.000010
+2023-03-21 01:54:15,585 - INFO - [Train] step: 139799, loss_mpn: 0.034982, loss_rec: 0.055141, loss_semantic: 0.703466, loss_idmrf: 2.422520, loss_adv_gen: -241.174149, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:54:45,757 - INFO - [Train] step: 139899, loss_adv_disc: -6.176822, lr_disc: 0.000010
+2023-03-21 01:54:45,960 - INFO - [Train] step: 139899, loss_mpn: 0.018991, loss_rec: 0.059980, loss_semantic: 0.752634, loss_idmrf: 5.138242, loss_adv_gen: -146.562256, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:55:16,972 - INFO - [Train] step: 139999, loss_adv_disc: -7.032345, lr_disc: 0.000010
+2023-03-21 01:55:17,182 - INFO - [Train] step: 139999, loss_mpn: 0.037030, loss_rec: 0.069807, loss_semantic: 0.762906, loss_idmrf: 4.254617, loss_adv_gen: -185.184753, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:56:13,371 - INFO - [Eval] step: 139999, bce: 0.135107, psnr: 24.736061, ssim: 0.832699
+2023-03-21 01:56:48,630 - INFO - [Train] step: 140099, loss_adv_disc: -13.722905, lr_disc: 0.000010
+2023-03-21 01:56:48,835 - INFO - [Train] step: 140099, loss_mpn: 0.026130, loss_rec: 0.108506, loss_semantic: 0.949449, loss_idmrf: 5.482959, loss_adv_gen: -190.072739, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:57:19,195 - INFO - [Train] step: 140199, loss_adv_disc: -5.484893, lr_disc: 0.000010
+2023-03-21 01:57:19,401 - INFO - [Train] step: 140199, loss_mpn: 0.085244, loss_rec: 0.090976, loss_semantic: 0.986003, loss_idmrf: 4.993489, loss_adv_gen: -223.190536, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:57:49,778 - INFO - [Train] step: 140299, loss_adv_disc: -0.368329, lr_disc: 0.000010
+2023-03-21 01:57:49,983 - INFO - [Train] step: 140299, loss_mpn: 0.252830, loss_rec: 0.100483, loss_semantic: 0.840803, loss_idmrf: 5.015210, loss_adv_gen: -189.461685, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:58:20,393 - INFO - [Train] step: 140399, loss_adv_disc: -2.497238, lr_disc: 0.000010
+2023-03-21 01:58:20,596 - INFO - [Train] step: 140399, loss_mpn: 0.046529, loss_rec: 0.054414, loss_semantic: 0.789512, loss_idmrf: 6.591146, loss_adv_gen: -200.787964, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:58:51,120 - INFO - [Train] step: 140499, loss_adv_disc: -7.739173, lr_disc: 0.000010
+2023-03-21 01:58:51,319 - INFO - [Train] step: 140499, loss_mpn: 0.060629, loss_rec: 0.082805, loss_semantic: 0.889265, loss_idmrf: 5.491534, loss_adv_gen: -223.795380, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:59:21,575 - INFO - [Train] step: 140599, loss_adv_disc: -3.215956, lr_disc: 0.000010
+2023-03-21 01:59:21,779 - INFO - [Train] step: 140599, loss_mpn: 0.029584, loss_rec: 0.036782, loss_semantic: 0.574046, loss_idmrf: 3.855442, loss_adv_gen: -169.657242, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 01:59:52,330 - INFO - [Train] step: 140699, loss_adv_disc: 1.679524, lr_disc: 0.000010
+2023-03-21 01:59:52,535 - INFO - [Train] step: 140699, loss_mpn: 0.021945, loss_rec: 0.022693, loss_semantic: 0.445788, loss_idmrf: 1.703773, loss_adv_gen: -181.341751, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:00:22,945 - INFO - [Train] step: 140799, loss_adv_disc: 0.028711, lr_disc: 0.000010
+2023-03-21 02:00:23,157 - INFO - [Train] step: 140799, loss_mpn: 0.036317, loss_rec: 0.046685, loss_semantic: 0.734064, loss_idmrf: 5.092669, loss_adv_gen: -154.345001, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:00:53,478 - INFO - [Train] step: 140899, loss_adv_disc: -2.798748, lr_disc: 0.000010
+2023-03-21 02:00:53,683 - INFO - [Train] step: 140899, loss_mpn: 0.061461, loss_rec: 0.056751, loss_semantic: 0.757418, loss_idmrf: 4.711057, loss_adv_gen: -194.992142, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:01:24,146 - INFO - [Train] step: 140999, loss_adv_disc: -1.452441, lr_disc: 0.000010
+2023-03-21 02:01:24,354 - INFO - [Train] step: 140999, loss_mpn: 0.018951, loss_rec: 0.042558, loss_semantic: 0.594650, loss_idmrf: 1.992655, loss_adv_gen: -194.740021, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:02:20,425 - INFO - [Eval] step: 140999, bce: 0.136221, psnr: 24.757208, ssim: 0.833804
+2023-03-21 02:02:56,548 - INFO - [Train] step: 141099, loss_adv_disc: -1.198717, lr_disc: 0.000010
+2023-03-21 02:02:56,750 - INFO - [Train] step: 141099, loss_mpn: 0.160374, loss_rec: 0.088332, loss_semantic: 0.860728, loss_idmrf: 5.856431, loss_adv_gen: -204.692215, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:03:26,715 - INFO - [Train] step: 141199, loss_adv_disc: -6.464027, lr_disc: 0.000010
+2023-03-21 02:03:26,934 - INFO - [Train] step: 141199, loss_mpn: 0.022325, loss_rec: 0.078630, loss_semantic: 0.782244, loss_idmrf: 4.365784, loss_adv_gen: -168.953888, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:03:57,135 - INFO - [Train] step: 141299, loss_adv_disc: -1.863523, lr_disc: 0.000010
+2023-03-21 02:03:57,338 - INFO - [Train] step: 141299, loss_mpn: 0.022109, loss_rec: 0.049131, loss_semantic: 0.669055, loss_idmrf: 2.574567, loss_adv_gen: -205.267273, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:04:28,000 - INFO - [Train] step: 141399, loss_adv_disc: -2.706514, lr_disc: 0.000010
+2023-03-21 02:04:28,204 - INFO - [Train] step: 141399, loss_mpn: 0.016601, loss_rec: 0.043388, loss_semantic: 0.578560, loss_idmrf: 2.137110, loss_adv_gen: -219.740555, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:04:58,599 - INFO - [Train] step: 141499, loss_adv_disc: 0.351635, lr_disc: 0.000010
+2023-03-21 02:04:58,801 - INFO - [Train] step: 141499, loss_mpn: 0.016479, loss_rec: 0.060958, loss_semantic: 0.705131, loss_idmrf: 4.810063, loss_adv_gen: -170.701172, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:05:28,995 - INFO - [Train] step: 141599, loss_adv_disc: -2.074164, lr_disc: 0.000010
+2023-03-21 02:05:29,198 - INFO - [Train] step: 141599, loss_mpn: 0.033897, loss_rec: 0.042540, loss_semantic: 0.691075, loss_idmrf: 3.396084, loss_adv_gen: -174.119446, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:06:00,084 - INFO - [Train] step: 141699, loss_adv_disc: -7.335870, lr_disc: 0.000010
+2023-03-21 02:06:00,290 - INFO - [Train] step: 141699, loss_mpn: 0.112122, loss_rec: 0.089520, loss_semantic: 0.936191, loss_idmrf: 5.292970, loss_adv_gen: -188.612549, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:06:30,830 - INFO - [Train] step: 141799, loss_adv_disc: -5.582849, lr_disc: 0.000010
+2023-03-21 02:06:31,029 - INFO - [Train] step: 141799, loss_mpn: 0.026027, loss_rec: 0.064148, loss_semantic: 0.772877, loss_idmrf: 4.453945, loss_adv_gen: -137.419678, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:07:01,316 - INFO - [Train] step: 141899, loss_adv_disc: 3.264659, lr_disc: 0.000010
+2023-03-21 02:07:01,525 - INFO - [Train] step: 141899, loss_mpn: 0.071030, loss_rec: 0.048938, loss_semantic: 0.701756, loss_idmrf: 2.791561, loss_adv_gen: -199.365799, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:07:32,236 - INFO - [Train] step: 141999, loss_adv_disc: -5.750952, lr_disc: 0.000010
+2023-03-21 02:07:32,455 - INFO - [Train] step: 141999, loss_mpn: 0.012082, loss_rec: 0.047107, loss_semantic: 0.613631, loss_idmrf: 3.742390, loss_adv_gen: -169.289581, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:08:25,922 - INFO - [Eval] step: 141999, bce: 0.138874, psnr: 24.741579, ssim: 0.833915
+2023-03-21 02:09:02,295 - INFO - [Train] step: 142099, loss_adv_disc: -3.921640, lr_disc: 0.000010
+2023-03-21 02:09:02,505 - INFO - [Train] step: 142099, loss_mpn: 0.043468, loss_rec: 0.046217, loss_semantic: 0.630573, loss_idmrf: 2.960097, loss_adv_gen: -174.247543, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:09:32,675 - INFO - [Train] step: 142199, loss_adv_disc: -2.081922, lr_disc: 0.000010
+2023-03-21 02:09:32,878 - INFO - [Train] step: 142199, loss_mpn: 0.030503, loss_rec: 0.058421, loss_semantic: 0.789079, loss_idmrf: 4.303139, loss_adv_gen: -184.191772, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:10:03,389 - INFO - [Train] step: 142299, loss_adv_disc: -4.893406, lr_disc: 0.000010
+2023-03-21 02:10:03,594 - INFO - [Train] step: 142299, loss_mpn: 0.019445, loss_rec: 0.102666, loss_semantic: 0.948290, loss_idmrf: 3.479503, loss_adv_gen: -214.303162, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:10:33,821 - INFO - [Train] step: 142399, loss_adv_disc: 0.414065, lr_disc: 0.000010
+2023-03-21 02:10:34,029 - INFO - [Train] step: 142399, loss_mpn: 0.058094, loss_rec: 0.064552, loss_semantic: 0.806494, loss_idmrf: 5.212560, loss_adv_gen: -171.550598, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:11:04,732 - INFO - [Train] step: 142499, loss_adv_disc: -11.593328, lr_disc: 0.000010
+2023-03-21 02:11:04,938 - INFO - [Train] step: 142499, loss_mpn: 0.062106, loss_rec: 0.075133, loss_semantic: 0.736714, loss_idmrf: 4.250305, loss_adv_gen: -171.441574, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:11:35,115 - INFO - [Train] step: 142599, loss_adv_disc: -0.499687, lr_disc: 0.000010
+2023-03-21 02:11:35,319 - INFO - [Train] step: 142599, loss_mpn: 0.038253, loss_rec: 0.028677, loss_semantic: 0.461557, loss_idmrf: 1.568255, loss_adv_gen: -186.282501, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:12:05,933 - INFO - [Train] step: 142699, loss_adv_disc: -14.198437, lr_disc: 0.000010
+2023-03-21 02:12:06,139 - INFO - [Train] step: 142699, loss_mpn: 0.050584, loss_rec: 0.081020, loss_semantic: 0.936588, loss_idmrf: 6.993671, loss_adv_gen: -181.888138, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:12:36,438 - INFO - [Train] step: 142799, loss_adv_disc: -2.857418, lr_disc: 0.000010
+2023-03-21 02:12:36,644 - INFO - [Train] step: 142799, loss_mpn: 0.075439, loss_rec: 0.046358, loss_semantic: 0.586408, loss_idmrf: 2.194035, loss_adv_gen: -187.407486, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:13:06,973 - INFO - [Train] step: 142899, loss_adv_disc: -4.524159, lr_disc: 0.000010
+2023-03-21 02:13:07,180 - INFO - [Train] step: 142899, loss_mpn: 0.022424, loss_rec: 0.032516, loss_semantic: 0.514283, loss_idmrf: 3.349737, loss_adv_gen: -170.339035, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:13:37,535 - INFO - [Train] step: 142999, loss_adv_disc: -2.239740, lr_disc: 0.000010
+2023-03-21 02:13:37,744 - INFO - [Train] step: 142999, loss_mpn: 0.026239, loss_rec: 0.051916, loss_semantic: 0.720845, loss_idmrf: 2.868064, loss_adv_gen: -195.438721, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:14:27,716 - INFO - [Eval] step: 142999, bce: 0.136947, psnr: 24.841410, ssim: 0.834730
+2023-03-21 02:15:05,284 - INFO - [Train] step: 143099, loss_adv_disc: -4.813115, lr_disc: 0.000010
+2023-03-21 02:15:05,498 - INFO - [Train] step: 143099, loss_mpn: 0.033464, loss_rec: 0.083457, loss_semantic: 0.811239, loss_idmrf: 5.507934, loss_adv_gen: -179.094421, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:15:36,842 - INFO - [Train] step: 143199, loss_adv_disc: -4.324837, lr_disc: 0.000010
+2023-03-21 02:15:37,044 - INFO - [Train] step: 143199, loss_mpn: 0.020542, loss_rec: 0.048032, loss_semantic: 0.641778, loss_idmrf: 2.282114, loss_adv_gen: -218.431381, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:16:07,267 - INFO - [Train] step: 143299, loss_adv_disc: -0.327434, lr_disc: 0.000010
+2023-03-21 02:16:07,477 - INFO - [Train] step: 143299, loss_mpn: 0.029751, loss_rec: 0.036850, loss_semantic: 0.575054, loss_idmrf: 1.782515, loss_adv_gen: -170.641006, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:16:38,082 - INFO - [Train] step: 143399, loss_adv_disc: 0.707657, lr_disc: 0.000010
+2023-03-21 02:16:38,284 - INFO - [Train] step: 143399, loss_mpn: 0.030775, loss_rec: 0.046910, loss_semantic: 0.571353, loss_idmrf: 2.445130, loss_adv_gen: -215.001678, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:17:08,561 - INFO - [Train] step: 143499, loss_adv_disc: 0.617530, lr_disc: 0.000010
+2023-03-21 02:17:08,764 - INFO - [Train] step: 143499, loss_mpn: 0.046543, loss_rec: 0.038057, loss_semantic: 0.529525, loss_idmrf: 2.037812, loss_adv_gen: -167.828964, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:17:39,141 - INFO - [Train] step: 143599, loss_adv_disc: 3.439250, lr_disc: 0.000010
+2023-03-21 02:17:39,344 - INFO - [Train] step: 143599, loss_mpn: 0.030668, loss_rec: 0.048990, loss_semantic: 0.719868, loss_idmrf: 3.822614, loss_adv_gen: -177.611237, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:18:09,999 - INFO - [Train] step: 143699, loss_adv_disc: -2.375658, lr_disc: 0.000010
+2023-03-21 02:18:10,202 - INFO - [Train] step: 143699, loss_mpn: 0.101855, loss_rec: 0.080405, loss_semantic: 0.878492, loss_idmrf: 5.023744, loss_adv_gen: -199.221085, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:18:40,490 - INFO - [Train] step: 143799, loss_adv_disc: 0.393225, lr_disc: 0.000010
+2023-03-21 02:18:40,695 - INFO - [Train] step: 143799, loss_mpn: 0.024654, loss_rec: 0.031305, loss_semantic: 0.521449, loss_idmrf: 2.708896, loss_adv_gen: -200.500473, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:19:10,795 - INFO - [Train] step: 143899, loss_adv_disc: -7.836837, lr_disc: 0.000010
+2023-03-21 02:19:10,997 - INFO - [Train] step: 143899, loss_mpn: 0.053033, loss_rec: 0.083805, loss_semantic: 0.934483, loss_idmrf: 7.176135, loss_adv_gen: -188.206711, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:19:41,298 - INFO - [Train] step: 143999, loss_adv_disc: -7.698424, lr_disc: 0.000010
+2023-03-21 02:19:41,503 - INFO - [Train] step: 143999, loss_mpn: 0.020375, loss_rec: 0.064502, loss_semantic: 0.698036, loss_idmrf: 3.541467, loss_adv_gen: -189.886078, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:20:30,765 - INFO - [Eval] step: 143999, bce: 0.140803, psnr: 24.673893, ssim: 0.832412
+2023-03-21 02:21:06,467 - INFO - [Train] step: 144099, loss_adv_disc: -10.591565, lr_disc: 0.000010
+2023-03-21 02:21:06,678 - INFO - [Train] step: 144099, loss_mpn: 0.044269, loss_rec: 0.087128, loss_semantic: 0.900751, loss_idmrf: 7.897024, loss_adv_gen: -186.570587, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:21:38,514 - INFO - [Train] step: 144199, loss_adv_disc: -3.231558, lr_disc: 0.000010
+2023-03-21 02:21:38,716 - INFO - [Train] step: 144199, loss_mpn: 0.033693, loss_rec: 0.052982, loss_semantic: 0.703489, loss_idmrf: 3.711511, loss_adv_gen: -175.942383, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:22:09,544 - INFO - [Train] step: 144299, loss_adv_disc: -6.450677, lr_disc: 0.000010
+2023-03-21 02:22:09,749 - INFO - [Train] step: 144299, loss_mpn: 0.046750, loss_rec: 0.055594, loss_semantic: 0.761835, loss_idmrf: 5.166164, loss_adv_gen: -184.940689, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:22:39,989 - INFO - [Train] step: 144399, loss_adv_disc: -0.149959, lr_disc: 0.000010
+2023-03-21 02:22:40,190 - INFO - [Train] step: 144399, loss_mpn: 0.027679, loss_rec: 0.053110, loss_semantic: 0.728584, loss_idmrf: 2.817023, loss_adv_gen: -213.340118, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:23:10,603 - INFO - [Train] step: 144499, loss_adv_disc: -1.071783, lr_disc: 0.000010
+2023-03-21 02:23:10,806 - INFO - [Train] step: 144499, loss_mpn: 0.009370, loss_rec: 0.037699, loss_semantic: 0.617837, loss_idmrf: 1.305187, loss_adv_gen: -227.170441, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:23:41,220 - INFO - [Train] step: 144599, loss_adv_disc: 4.806787, lr_disc: 0.000010
+2023-03-21 02:23:41,427 - INFO - [Train] step: 144599, loss_mpn: 0.088861, loss_rec: 0.071556, loss_semantic: 0.715987, loss_idmrf: 3.173500, loss_adv_gen: -193.178070, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:24:11,931 - INFO - [Train] step: 144699, loss_adv_disc: -4.729058, lr_disc: 0.000010
+2023-03-21 02:24:12,133 - INFO - [Train] step: 144699, loss_mpn: 0.052094, loss_rec: 0.079155, loss_semantic: 0.771659, loss_idmrf: 4.126717, loss_adv_gen: -181.902283, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:24:42,530 - INFO - [Train] step: 144799, loss_adv_disc: -0.446009, lr_disc: 0.000010
+2023-03-21 02:24:42,741 - INFO - [Train] step: 144799, loss_mpn: 0.021778, loss_rec: 0.046790, loss_semantic: 0.650390, loss_idmrf: 2.684135, loss_adv_gen: -189.718384, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:25:13,185 - INFO - [Train] step: 144899, loss_adv_disc: 0.243853, lr_disc: 0.000010
+2023-03-21 02:25:13,389 - INFO - [Train] step: 144899, loss_mpn: 0.025080, loss_rec: 0.038398, loss_semantic: 0.562086, loss_idmrf: 2.182649, loss_adv_gen: -202.047516, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:25:43,864 - INFO - [Train] step: 144999, loss_adv_disc: -15.846558, lr_disc: 0.000010
+2023-03-21 02:25:44,067 - INFO - [Train] step: 144999, loss_mpn: 0.055630, loss_rec: 0.101444, loss_semantic: 0.987760, loss_idmrf: 6.611069, loss_adv_gen: -197.555725, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:26:33,604 - INFO - [Eval] step: 144999, bce: 0.135947, psnr: 24.542967, ssim: 0.829941
+2023-03-21 02:27:08,698 - INFO - [Train] step: 145099, loss_adv_disc: 0.683424, lr_disc: 0.000010
+2023-03-21 02:27:08,901 - INFO - [Train] step: 145099, loss_mpn: 0.009089, loss_rec: 0.022812, loss_semantic: 0.367085, loss_idmrf: 0.594821, loss_adv_gen: -173.559448, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:27:39,944 - INFO - [Train] step: 145199, loss_adv_disc: -1.492986, lr_disc: 0.000010
+2023-03-21 02:27:40,147 - INFO - [Train] step: 145199, loss_mpn: 0.036369, loss_rec: 0.071916, loss_semantic: 0.795228, loss_idmrf: 5.186720, loss_adv_gen: -185.142471, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:28:11,564 - INFO - [Train] step: 145299, loss_adv_disc: -29.259966, lr_disc: 0.000010
+2023-03-21 02:28:11,768 - INFO - [Train] step: 145299, loss_mpn: 0.053326, loss_rec: 0.170541, loss_semantic: 1.094750, loss_idmrf: 6.968718, loss_adv_gen: -195.059845, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:28:42,290 - INFO - [Train] step: 145399, loss_adv_disc: -6.734437, lr_disc: 0.000010
+2023-03-21 02:28:42,494 - INFO - [Train] step: 145399, loss_mpn: 0.020141, loss_rec: 0.083649, loss_semantic: 0.845324, loss_idmrf: 5.135184, loss_adv_gen: -176.777557, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:29:12,844 - INFO - [Train] step: 145499, loss_adv_disc: -5.496217, lr_disc: 0.000010
+2023-03-21 02:29:13,043 - INFO - [Train] step: 145499, loss_mpn: 0.026123, loss_rec: 0.063702, loss_semantic: 0.744905, loss_idmrf: 4.714545, loss_adv_gen: -181.488510, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:29:43,378 - INFO - [Train] step: 145599, loss_adv_disc: -5.845992, lr_disc: 0.000010
+2023-03-21 02:29:43,582 - INFO - [Train] step: 145599, loss_mpn: 0.052478, loss_rec: 0.088639, loss_semantic: 0.944209, loss_idmrf: 4.493245, loss_adv_gen: -201.016006, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:30:14,180 - INFO - [Train] step: 145699, loss_adv_disc: -1.816521, lr_disc: 0.000010
+2023-03-21 02:30:14,381 - INFO - [Train] step: 145699, loss_mpn: 0.037588, loss_rec: 0.042548, loss_semantic: 0.622912, loss_idmrf: 2.633468, loss_adv_gen: -210.512863, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:30:45,219 - INFO - [Train] step: 145799, loss_adv_disc: -3.277170, lr_disc: 0.000010
+2023-03-21 02:30:45,429 - INFO - [Train] step: 145799, loss_mpn: 0.031879, loss_rec: 0.069383, loss_semantic: 0.765744, loss_idmrf: 4.066462, loss_adv_gen: -200.475052, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:31:15,746 - INFO - [Train] step: 145899, loss_adv_disc: -3.406178, lr_disc: 0.000010
+2023-03-21 02:31:15,950 - INFO - [Train] step: 145899, loss_mpn: 0.066622, loss_rec: 0.067525, loss_semantic: 0.807757, loss_idmrf: 3.713197, loss_adv_gen: -192.187408, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:31:45,994 - INFO - [Train] step: 145999, loss_adv_disc: -13.144997, lr_disc: 0.000010
+2023-03-21 02:31:46,199 - INFO - [Train] step: 145999, loss_mpn: 0.054384, loss_rec: 0.110942, loss_semantic: 0.924820, loss_idmrf: 5.241941, loss_adv_gen: -200.259430, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:32:35,977 - INFO - [Eval] step: 145999, bce: 0.133753, psnr: 24.723427, ssim: 0.832477
+2023-03-21 02:33:10,843 - INFO - [Train] step: 146099, loss_adv_disc: -1.389274, lr_disc: 0.000010
+2023-03-21 02:33:11,050 - INFO - [Train] step: 146099, loss_mpn: 0.050574, loss_rec: 0.066869, loss_semantic: 0.809580, loss_idmrf: 2.325649, loss_adv_gen: -197.070267, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:33:41,485 - INFO - [Train] step: 146199, loss_adv_disc: 3.329408, lr_disc: 0.000010
+2023-03-21 02:33:41,691 - INFO - [Train] step: 146199, loss_mpn: 0.055516, loss_rec: 0.085698, loss_semantic: 0.736987, loss_idmrf: 3.057864, loss_adv_gen: -218.300781, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:34:13,074 - INFO - [Train] step: 146299, loss_adv_disc: 0.582851, lr_disc: 0.000010
+2023-03-21 02:34:13,283 - INFO - [Train] step: 146299, loss_mpn: 0.066075, loss_rec: 0.054774, loss_semantic: 0.667850, loss_idmrf: 3.288564, loss_adv_gen: -209.471527, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:34:44,818 - INFO - [Train] step: 146399, loss_adv_disc: -1.631434, lr_disc: 0.000010
+2023-03-21 02:34:45,024 - INFO - [Train] step: 146399, loss_mpn: 0.032162, loss_rec: 0.068759, loss_semantic: 0.699724, loss_idmrf: 4.060185, loss_adv_gen: -205.699097, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:35:15,521 - INFO - [Train] step: 146499, loss_adv_disc: -7.110050, lr_disc: 0.000010
+2023-03-21 02:35:15,721 - INFO - [Train] step: 146499, loss_mpn: 0.039687, loss_rec: 0.075400, loss_semantic: 0.853468, loss_idmrf: 5.013938, loss_adv_gen: -174.774780, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:35:45,976 - INFO - [Train] step: 146599, loss_adv_disc: 0.075505, lr_disc: 0.000010
+2023-03-21 02:35:46,178 - INFO - [Train] step: 146599, loss_mpn: 0.012796, loss_rec: 0.028513, loss_semantic: 0.474349, loss_idmrf: 0.987493, loss_adv_gen: -178.654999, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:36:17,201 - INFO - [Train] step: 146699, loss_adv_disc: 1.077543, lr_disc: 0.000010
+2023-03-21 02:36:17,406 - INFO - [Train] step: 146699, loss_mpn: 0.030067, loss_rec: 0.040604, loss_semantic: 0.579888, loss_idmrf: 2.181598, loss_adv_gen: -203.460266, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:36:47,635 - INFO - [Train] step: 146799, loss_adv_disc: 2.998611, lr_disc: 0.000010
+2023-03-21 02:36:47,839 - INFO - [Train] step: 146799, loss_mpn: 0.060435, loss_rec: 0.080893, loss_semantic: 0.917809, loss_idmrf: 5.182635, loss_adv_gen: -199.705231, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:37:18,527 - INFO - [Train] step: 146899, loss_adv_disc: -9.060033, lr_disc: 0.000010
+2023-03-21 02:37:18,729 - INFO - [Train] step: 146899, loss_mpn: 0.036379, loss_rec: 0.085618, loss_semantic: 0.858751, loss_idmrf: 5.093077, loss_adv_gen: -172.610291, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:37:48,783 - INFO - [Train] step: 146999, loss_adv_disc: -1.889242, lr_disc: 0.000010
+2023-03-21 02:37:48,984 - INFO - [Train] step: 146999, loss_mpn: 0.038749, loss_rec: 0.051600, loss_semantic: 0.761141, loss_idmrf: 3.840839, loss_adv_gen: -177.986313, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:38:38,443 - INFO - [Eval] step: 146999, bce: 0.133851, psnr: 24.712578, ssim: 0.832031
+2023-03-21 02:39:13,422 - INFO - [Train] step: 147099, loss_adv_disc: -4.477781, lr_disc: 0.000010
+2023-03-21 02:39:13,626 - INFO - [Train] step: 147099, loss_mpn: 0.025303, loss_rec: 0.056449, loss_semantic: 0.723364, loss_idmrf: 3.549101, loss_adv_gen: -179.303833, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:39:44,054 - INFO - [Train] step: 147199, loss_adv_disc: -11.810488, lr_disc: 0.000010
+2023-03-21 02:39:44,258 - INFO - [Train] step: 147199, loss_mpn: 0.063972, loss_rec: 0.094768, loss_semantic: 0.966924, loss_idmrf: 4.539480, loss_adv_gen: -213.325439, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:40:15,326 - INFO - [Train] step: 147299, loss_adv_disc: -3.171402, lr_disc: 0.000010
+2023-03-21 02:40:15,543 - INFO - [Train] step: 147299, loss_mpn: 0.055381, loss_rec: 0.053288, loss_semantic: 0.722830, loss_idmrf: 3.817356, loss_adv_gen: -164.855423, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:40:47,163 - INFO - [Train] step: 147399, loss_adv_disc: -4.534776, lr_disc: 0.000010
+2023-03-21 02:40:47,370 - INFO - [Train] step: 147399, loss_mpn: 0.109494, loss_rec: 0.084000, loss_semantic: 1.001688, loss_idmrf: 5.764441, loss_adv_gen: -181.679703, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:41:18,108 - INFO - [Train] step: 147499, loss_adv_disc: -6.889341, lr_disc: 0.000010
+2023-03-21 02:41:18,319 - INFO - [Train] step: 147499, loss_mpn: 0.056690, loss_rec: 0.067510, loss_semantic: 0.845100, loss_idmrf: 3.302013, loss_adv_gen: -191.501953, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:41:48,858 - INFO - [Train] step: 147599, loss_adv_disc: -0.715976, lr_disc: 0.000010
+2023-03-21 02:41:49,062 - INFO - [Train] step: 147599, loss_mpn: 0.022056, loss_rec: 0.033420, loss_semantic: 0.538093, loss_idmrf: 2.069567, loss_adv_gen: -171.637405, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:42:19,459 - INFO - [Train] step: 147699, loss_adv_disc: -3.612801, lr_disc: 0.000010
+2023-03-21 02:42:19,656 - INFO - [Train] step: 147699, loss_mpn: 0.074294, loss_rec: 0.078166, loss_semantic: 0.956713, loss_idmrf: 6.360602, loss_adv_gen: -191.247101, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:42:49,776 - INFO - [Train] step: 147799, loss_adv_disc: -3.334297, lr_disc: 0.000010
+2023-03-21 02:42:49,981 - INFO - [Train] step: 147799, loss_mpn: 0.055630, loss_rec: 0.058929, loss_semantic: 0.729408, loss_idmrf: 3.943929, loss_adv_gen: -198.912811, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:43:20,046 - INFO - [Train] step: 147899, loss_adv_disc: 1.996701, lr_disc: 0.000010
+2023-03-21 02:43:20,247 - INFO - [Train] step: 147899, loss_mpn: 0.023292, loss_rec: 0.029081, loss_semantic: 0.477583, loss_idmrf: 1.455774, loss_adv_gen: -178.424393, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:43:50,521 - INFO - [Train] step: 147999, loss_adv_disc: -6.221983, lr_disc: 0.000010
+2023-03-21 02:43:50,728 - INFO - [Train] step: 147999, loss_mpn: 0.125873, loss_rec: 0.119470, loss_semantic: 1.039067, loss_idmrf: 6.600601, loss_adv_gen: -200.927490, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:44:40,671 - INFO - [Eval] step: 147999, bce: 0.132902, psnr: 24.664873, ssim: 0.831558
+2023-03-21 02:45:15,268 - INFO - [Train] step: 148099, loss_adv_disc: -9.647898, lr_disc: 0.000010
+2023-03-21 02:45:15,471 - INFO - [Train] step: 148099, loss_mpn: 0.029452, loss_rec: 0.075736, loss_semantic: 0.941221, loss_idmrf: 5.514903, loss_adv_gen: -148.425415, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:45:45,725 - INFO - [Train] step: 148199, loss_adv_disc: -2.494921, lr_disc: 0.000010
+2023-03-21 02:45:45,930 - INFO - [Train] step: 148199, loss_mpn: 0.053382, loss_rec: 0.073467, loss_semantic: 0.857484, loss_idmrf: 3.862540, loss_adv_gen: -193.715134, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:46:16,019 - INFO - [Train] step: 148299, loss_adv_disc: -2.636186, lr_disc: 0.000010
+2023-03-21 02:46:16,224 - INFO - [Train] step: 148299, loss_mpn: 0.025096, loss_rec: 0.040714, loss_semantic: 0.641776, loss_idmrf: 2.198606, loss_adv_gen: -217.826416, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:46:47,671 - INFO - [Train] step: 148399, loss_adv_disc: -3.758925, lr_disc: 0.000010
+2023-03-21 02:46:47,893 - INFO - [Train] step: 148399, loss_mpn: 0.085212, loss_rec: 0.139535, loss_semantic: 1.135554, loss_idmrf: 6.812538, loss_adv_gen: -196.325134, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:47:19,357 - INFO - [Train] step: 148499, loss_adv_disc: -8.021696, lr_disc: 0.000010
+2023-03-21 02:47:19,563 - INFO - [Train] step: 148499, loss_mpn: 0.023424, loss_rec: 0.073488, loss_semantic: 0.864272, loss_idmrf: 4.943542, loss_adv_gen: -161.960297, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:47:50,146 - INFO - [Train] step: 148599, loss_adv_disc: 0.107174, lr_disc: 0.000010
+2023-03-21 02:47:50,349 - INFO - [Train] step: 148599, loss_mpn: 0.041874, loss_rec: 0.050693, loss_semantic: 0.755347, loss_idmrf: 4.867878, loss_adv_gen: -192.791565, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:48:20,705 - INFO - [Train] step: 148699, loss_adv_disc: -9.799329, lr_disc: 0.000010
+2023-03-21 02:48:20,915 - INFO - [Train] step: 148699, loss_mpn: 0.025370, loss_rec: 0.077032, loss_semantic: 0.703612, loss_idmrf: 3.889390, loss_adv_gen: -182.094559, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:48:51,510 - INFO - [Train] step: 148799, loss_adv_disc: -1.852425, lr_disc: 0.000010
+2023-03-21 02:48:51,716 - INFO - [Train] step: 148799, loss_mpn: 0.057334, loss_rec: 0.040356, loss_semantic: 0.607881, loss_idmrf: 2.928727, loss_adv_gen: -188.012619, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:49:22,096 - INFO - [Train] step: 148899, loss_adv_disc: -3.090141, lr_disc: 0.000010
+2023-03-21 02:49:22,305 - INFO - [Train] step: 148899, loss_mpn: 0.031584, loss_rec: 0.049937, loss_semantic: 0.714141, loss_idmrf: 4.362336, loss_adv_gen: -167.986084, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:49:52,621 - INFO - [Train] step: 148999, loss_adv_disc: -21.335075, lr_disc: 0.000010
+2023-03-21 02:49:52,825 - INFO - [Train] step: 148999, loss_mpn: 0.028502, loss_rec: 0.116367, loss_semantic: 1.037219, loss_idmrf: 6.394278, loss_adv_gen: -180.705582, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:50:42,624 - INFO - [Eval] step: 148999, bce: 0.135849, psnr: 24.756964, ssim: 0.833291
+2023-03-21 02:51:17,297 - INFO - [Train] step: 149099, loss_adv_disc: -4.954560, lr_disc: 0.000010
+2023-03-21 02:51:17,498 - INFO - [Train] step: 149099, loss_mpn: 0.028436, loss_rec: 0.078811, loss_semantic: 0.811667, loss_idmrf: 4.201738, loss_adv_gen: -197.058548, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:51:47,881 - INFO - [Train] step: 149199, loss_adv_disc: -4.104839, lr_disc: 0.000010
+2023-03-21 02:51:48,084 - INFO - [Train] step: 149199, loss_mpn: 0.069758, loss_rec: 0.078044, loss_semantic: 0.934435, loss_idmrf: 3.199714, loss_adv_gen: -191.015564, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:52:18,508 - INFO - [Train] step: 149299, loss_adv_disc: 1.041142, lr_disc: 0.000010
+2023-03-21 02:52:18,713 - INFO - [Train] step: 149299, loss_mpn: 0.098863, loss_rec: 0.102133, loss_semantic: 0.963133, loss_idmrf: 7.392972, loss_adv_gen: -188.032318, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:52:49,346 - INFO - [Train] step: 149399, loss_adv_disc: -1.147282, lr_disc: 0.000010
+2023-03-21 02:52:49,549 - INFO - [Train] step: 149399, loss_mpn: 0.066085, loss_rec: 0.086072, loss_semantic: 0.813487, loss_idmrf: 4.013651, loss_adv_gen: -194.203735, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:53:21,606 - INFO - [Train] step: 149499, loss_adv_disc: -6.343583, lr_disc: 0.000010
+2023-03-21 02:53:21,811 - INFO - [Train] step: 149499, loss_mpn: 0.024632, loss_rec: 0.058229, loss_semantic: 0.700183, loss_idmrf: 4.572602, loss_adv_gen: -188.326324, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:53:53,331 - INFO - [Train] step: 149599, loss_adv_disc: -8.059882, lr_disc: 0.000010
+2023-03-21 02:53:53,549 - INFO - [Train] step: 149599, loss_mpn: 0.100256, loss_rec: 0.105499, loss_semantic: 1.169856, loss_idmrf: 8.518585, loss_adv_gen: -158.217804, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:54:24,625 - INFO - [Train] step: 149699, loss_adv_disc: -1.888387, lr_disc: 0.000010
+2023-03-21 02:54:24,829 - INFO - [Train] step: 149699, loss_mpn: 0.026277, loss_rec: 0.045937, loss_semantic: 0.643279, loss_idmrf: 3.017355, loss_adv_gen: -198.521759, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:54:55,091 - INFO - [Train] step: 149799, loss_adv_disc: -4.141668, lr_disc: 0.000010
+2023-03-21 02:54:55,293 - INFO - [Train] step: 149799, loss_mpn: 0.070949, loss_rec: 0.071760, loss_semantic: 0.898071, loss_idmrf: 5.176029, loss_adv_gen: -189.425339, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:55:25,441 - INFO - [Train] step: 149899, loss_adv_disc: -8.385096, lr_disc: 0.000010
+2023-03-21 02:55:25,642 - INFO - [Train] step: 149899, loss_mpn: 0.067844, loss_rec: 0.107669, loss_semantic: 0.917168, loss_idmrf: 5.332441, loss_adv_gen: -182.401276, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:55:55,991 - INFO - [Train] step: 149999, loss_adv_disc: -3.551650, lr_disc: 0.000010
+2023-03-21 02:55:56,193 - INFO - [Train] step: 149999, loss_mpn: 0.027827, loss_rec: 0.037180, loss_semantic: 0.555873, loss_idmrf: 3.230776, loss_adv_gen: -179.380142, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-21 02:56:44,742 - INFO - [Eval] step: 149999, bce: 0.138461, psnr: 24.771070, ssim: 0.832384
+2023-03-21 02:56:49,857 - INFO - End of training
diff --git a/joint_ffhq_maskdir_realnoise/samples/step149999.png b/joint_ffhq_maskdir_realnoise/samples/step149999.png
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diff --git a/joint_ffhq_maskdir_realnoise/tensorboard/events.out.tfevents.1679284533.admin.cluster.local.727.0 b/joint_ffhq_maskdir_realnoise/tensorboard/events.out.tfevents.1679284533.admin.cluster.local.727.0
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diff --git a/joint_imagenet_brush_realnoise/ckpt/step149999/meta.pt b/joint_imagenet_brush_realnoise/ckpt/step149999/meta.pt
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diff --git a/joint_imagenet_brush_realnoise/ckpt/step149999/model.pt b/joint_imagenet_brush_realnoise/ckpt/step149999/model.pt
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diff --git a/joint_imagenet_brush_realnoise/ckpt/step149999/optimizer.pt b/joint_imagenet_brush_realnoise/ckpt/step149999/optimizer.pt
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diff --git a/joint_imagenet_brush_realnoise/config-2023-03-22-15-20-53.yaml b/joint_imagenet_brush_realnoise/config-2023-03-22-15-20-53.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..59c5c6da2b33886ef4504055df239064acf4d498
--- /dev/null
+++ b/joint_imagenet_brush_realnoise/config-2023-03-22-15-20-53.yaml
@@ -0,0 +1,54 @@
+data:
+  dataroot: /amax/xyf/data/ImageNet/
+  img_size: 256
+  name: ImageNet
+dataloader:
+  micro_batch: 0
+  num_workers: 4
+  pin_memory: true
+  prefetch_factor: 2
+mask:
+  mask_type: brush
+  noise_type: real
+  real_dataset:
+  - dataroot: /amax/xyf/data/Places365/
+    img_size: 256
+    name: Places365
+  smooth_type: iterative_gaussian
+model:
+  mpn:
+    base_n_channels: 64
+    neck_n_channels: 128
+  rin:
+    base_n_channels: 32
+    neck_n_channels: 128
+seed: 1234
+train:
+  batch_size: 4
+  coef_adv: 0.001
+  coef_idmrf: 0.001
+  coef_mpn: 2.0
+  coef_rec: 1.4
+  coef_semantic: 0.0001
+  eval_freq: 1000
+  n_steps: 150000
+  optim_disc:
+    betas:
+    - 0.5
+    - 0.9
+    lr: 1.0e-05
+  optim_mpn:
+    betas:
+    - 0.5
+    - 0.9
+    lr: 1.0e-05
+  optim_rin:
+    betas:
+    - 0.5
+    - 0.9
+    lr: 1.0e-05
+  pretrained: ./runs/separate_imagenet_brush_realnoise/ckpt/step149999/model.pt
+  print_freq: 100
+  resume: null
+  sample_freq: 1000
+  save_freq: 5000
diff --git a/joint_imagenet_brush_realnoise/output-2023-03-22-15-20-53.log b/joint_imagenet_brush_realnoise/output-2023-03-22-15-20-53.log
new file mode 100644
index 0000000000000000000000000000000000000000..84d0b8bb2c215633eccf85285a57b4b68def7b5a
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+++ b/joint_imagenet_brush_realnoise/output-2023-03-22-15-20-53.log
@@ -0,0 +1,3161 @@
+2023-03-22 15:21:15,628 - INFO - Experiment directory: ./runs/joint_imagenet_brush_realnoise/
+2023-03-22 15:21:15,629 - INFO - Number of processes: 2
+2023-03-22 15:21:15,630 - INFO - Distributed type: MULTI_GPU
+2023-03-22 15:21:15,630 - INFO - Mixed precision: no
+2023-03-22 15:21:26,566 - INFO - Size of training set: 1281167
+2023-03-22 15:21:26,567 - INFO - Size of validation set: 5000
+2023-03-22 15:21:26,567 - INFO - Batch size per process: 2
+2023-03-22 15:21:26,567 - INFO - Total batch size: 4
+2023-03-22 15:21:28,665 - INFO - Successfully load mpn and rin from ./runs/separate_imagenet_brush_realnoise/ckpt/step149999/model.pt
+2023-03-22 15:21:31,230 - INFO - Start training...
+2023-03-22 15:22:04,162 - INFO - [Train] step: 99, loss_adv_disc: 3.903085, lr_disc: 0.000010
+2023-03-22 15:22:04,347 - INFO - [Train] step: 99, loss_mpn: 0.061573, loss_rec: 0.137351, loss_semantic: 1.157258, loss_idmrf: 12.344763, loss_adv_gen: -110.357407, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:22:34,745 - INFO - [Train] step: 199, loss_adv_disc: 5.567703, lr_disc: 0.000010
+2023-03-22 15:22:34,945 - INFO - [Train] step: 199, loss_mpn: 0.040552, loss_rec: 0.043484, loss_semantic: 0.511854, loss_idmrf: 7.470681, loss_adv_gen: -93.156029, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:23:05,982 - INFO - [Train] step: 299, loss_adv_disc: -6.399228, lr_disc: 0.000010
+2023-03-22 15:23:06,184 - INFO - [Train] step: 299, loss_mpn: 0.039283, loss_rec: 0.118997, loss_semantic: 1.013444, loss_idmrf: 4.902374, loss_adv_gen: -92.368416, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:23:37,414 - INFO - [Train] step: 399, loss_adv_disc: -0.800488, lr_disc: 0.000010
+2023-03-22 15:23:37,630 - INFO - [Train] step: 399, loss_mpn: 0.022006, loss_rec: 0.043610, loss_semantic: 0.587247, loss_idmrf: 5.732436, loss_adv_gen: -54.888832, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:24:10,123 - INFO - [Train] step: 499, loss_adv_disc: -0.306494, lr_disc: 0.000010
+2023-03-22 15:24:10,331 - INFO - [Train] step: 499, loss_mpn: 0.011198, loss_rec: 0.059280, loss_semantic: 0.758944, loss_idmrf: 3.304547, loss_adv_gen: -89.920181, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:24:42,113 - INFO - [Train] step: 599, loss_adv_disc: -12.491117, lr_disc: 0.000010
+2023-03-22 15:24:42,324 - INFO - [Train] step: 599, loss_mpn: 0.051657, loss_rec: 0.091964, loss_semantic: 1.007465, loss_idmrf: 6.878263, loss_adv_gen: -96.506409, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:25:14,332 - INFO - [Train] step: 699, loss_adv_disc: -2.275948, lr_disc: 0.000010
+2023-03-22 15:25:14,549 - INFO - [Train] step: 699, loss_mpn: 0.006754, loss_rec: 0.056521, loss_semantic: 0.660794, loss_idmrf: 2.372651, loss_adv_gen: -126.939217, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:25:47,211 - INFO - [Train] step: 799, loss_adv_disc: -0.349370, lr_disc: 0.000010
+2023-03-22 15:25:47,420 - INFO - [Train] step: 799, loss_mpn: 0.010237, loss_rec: 0.029914, loss_semantic: 0.492046, loss_idmrf: 5.776097, loss_adv_gen: -69.874046, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:26:20,303 - INFO - [Train] step: 899, loss_adv_disc: -2.858623, lr_disc: 0.000010
+2023-03-22 15:26:20,510 - INFO - [Train] step: 899, loss_mpn: 0.013469, loss_rec: 0.063081, loss_semantic: 0.711442, loss_idmrf: 2.565779, loss_adv_gen: -90.090744, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:26:53,206 - INFO - [Train] step: 999, loss_adv_disc: -0.481299, lr_disc: 0.000010
+2023-03-22 15:26:53,416 - INFO - [Train] step: 999, loss_mpn: 0.015461, loss_rec: 0.043796, loss_semantic: 0.553156, loss_idmrf: 3.644089, loss_adv_gen: -96.365814, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:27:50,047 - INFO - [Eval] step: 999, bce: 0.053943, psnr: 22.838522, ssim: 0.791559, lpips: 0.193932
+2023-03-22 15:28:26,789 - INFO - [Train] step: 1099, loss_adv_disc: -15.091776, lr_disc: 0.000010
+2023-03-22 15:28:26,997 - INFO - [Train] step: 1099, loss_mpn: 0.045072, loss_rec: 0.103954, loss_semantic: 0.917753, loss_idmrf: 7.680220, loss_adv_gen: -81.167114, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:28:58,783 - INFO - [Train] step: 1199, loss_adv_disc: -3.781464, lr_disc: 0.000010
+2023-03-22 15:28:58,986 - INFO - [Train] step: 1199, loss_mpn: 0.011780, loss_rec: 0.057110, loss_semantic: 0.674507, loss_idmrf: 3.473104, loss_adv_gen: -112.891930, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:29:30,613 - INFO - [Train] step: 1299, loss_adv_disc: 0.759301, lr_disc: 0.000010
+2023-03-22 15:29:30,822 - INFO - [Train] step: 1299, loss_mpn: 0.005934, loss_rec: 0.049968, loss_semantic: 0.602119, loss_idmrf: 2.056015, loss_adv_gen: -140.620453, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:30:02,943 - INFO - [Train] step: 1399, loss_adv_disc: -0.055346, lr_disc: 0.000010
+2023-03-22 15:30:03,149 - INFO - [Train] step: 1399, loss_mpn: 0.023048, loss_rec: 0.060331, loss_semantic: 0.700811, loss_idmrf: 3.591316, loss_adv_gen: -97.600380, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:30:35,031 - INFO - [Train] step: 1499, loss_adv_disc: -11.993795, lr_disc: 0.000010
+2023-03-22 15:30:35,244 - INFO - [Train] step: 1499, loss_mpn: 0.044454, loss_rec: 0.131405, loss_semantic: 1.167133, loss_idmrf: 7.153064, loss_adv_gen: -127.220695, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:31:07,145 - INFO - [Train] step: 1599, loss_adv_disc: -7.978369, lr_disc: 0.000010
+2023-03-22 15:31:07,357 - INFO - [Train] step: 1599, loss_mpn: 0.019994, loss_rec: 0.081846, loss_semantic: 0.851279, loss_idmrf: 4.702039, loss_adv_gen: -117.147758, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:31:39,850 - INFO - [Train] step: 1699, loss_adv_disc: 0.332005, lr_disc: 0.000010
+2023-03-22 15:31:40,067 - INFO - [Train] step: 1699, loss_mpn: 0.017230, loss_rec: 0.100196, loss_semantic: 1.062048, loss_idmrf: 4.892984, loss_adv_gen: -158.050262, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:32:11,784 - INFO - [Train] step: 1799, loss_adv_disc: 3.795092, lr_disc: 0.000010
+2023-03-22 15:32:11,991 - INFO - [Train] step: 1799, loss_mpn: 0.032273, loss_rec: 0.103325, loss_semantic: 0.964042, loss_idmrf: 4.648842, loss_adv_gen: -121.873085, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:32:43,929 - INFO - [Train] step: 1899, loss_adv_disc: -0.808760, lr_disc: 0.000010
+2023-03-22 15:32:44,136 - INFO - [Train] step: 1899, loss_mpn: 0.034029, loss_rec: 0.103103, loss_semantic: 1.027555, loss_idmrf: 4.933850, loss_adv_gen: -143.679504, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:33:17,240 - INFO - [Train] step: 1999, loss_adv_disc: 4.268993, lr_disc: 0.000010
+2023-03-22 15:33:17,454 - INFO - [Train] step: 1999, loss_mpn: 0.041311, loss_rec: 0.125823, loss_semantic: 1.144375, loss_idmrf: 6.304942, loss_adv_gen: -159.169357, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:34:12,595 - INFO - [Eval] step: 1999, bce: 0.053164, psnr: 22.579166, ssim: 0.780102, lpips: 0.188358
+2023-03-22 15:34:48,694 - INFO - [Train] step: 2099, loss_adv_disc: -14.430601, lr_disc: 0.000010
+2023-03-22 15:34:48,904 - INFO - [Train] step: 2099, loss_mpn: 0.041117, loss_rec: 0.158745, loss_semantic: 1.259764, loss_idmrf: 6.891386, loss_adv_gen: -112.372047, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:35:20,525 - INFO - [Train] step: 2199, loss_adv_disc: -5.427330, lr_disc: 0.000010
+2023-03-22 15:35:20,734 - INFO - [Train] step: 2199, loss_mpn: 0.029583, loss_rec: 0.091567, loss_semantic: 0.890086, loss_idmrf: 6.564276, loss_adv_gen: -180.022568, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:35:53,138 - INFO - [Train] step: 2299, loss_adv_disc: -1.486762, lr_disc: 0.000010
+2023-03-22 15:35:53,347 - INFO - [Train] step: 2299, loss_mpn: 0.021895, loss_rec: 0.095898, loss_semantic: 0.955986, loss_idmrf: 3.863912, loss_adv_gen: -154.065170, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:36:24,963 - INFO - [Train] step: 2399, loss_adv_disc: 5.398063, lr_disc: 0.000010
+2023-03-22 15:36:25,169 - INFO - [Train] step: 2399, loss_mpn: 0.028688, loss_rec: 0.091028, loss_semantic: 1.069206, loss_idmrf: 5.485469, loss_adv_gen: -128.728439, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:36:57,083 - INFO - [Train] step: 2499, loss_adv_disc: 1.988229, lr_disc: 0.000010
+2023-03-22 15:36:57,291 - INFO - [Train] step: 2499, loss_mpn: 0.030009, loss_rec: 0.117839, loss_semantic: 1.129441, loss_idmrf: 4.303529, loss_adv_gen: -184.985687, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:37:29,798 - INFO - [Train] step: 2599, loss_adv_disc: -0.772158, lr_disc: 0.000010
+2023-03-22 15:37:30,008 - INFO - [Train] step: 2599, loss_mpn: 0.009535, loss_rec: 0.062649, loss_semantic: 0.619767, loss_idmrf: 2.529562, loss_adv_gen: -107.743713, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:38:02,208 - INFO - [Train] step: 2699, loss_adv_disc: -0.970876, lr_disc: 0.000010
+2023-03-22 15:38:02,417 - INFO - [Train] step: 2699, loss_mpn: 0.018707, loss_rec: 0.052145, loss_semantic: 0.767629, loss_idmrf: 6.890114, loss_adv_gen: -106.575012, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:38:34,024 - INFO - [Train] step: 2799, loss_adv_disc: 2.857318, lr_disc: 0.000010
+2023-03-22 15:38:34,241 - INFO - [Train] step: 2799, loss_mpn: 0.016152, loss_rec: 0.059600, loss_semantic: 0.730054, loss_idmrf: 4.371664, loss_adv_gen: -130.845322, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:39:06,479 - INFO - [Train] step: 2899, loss_adv_disc: -2.657185, lr_disc: 0.000010
+2023-03-22 15:39:06,692 - INFO - [Train] step: 2899, loss_mpn: 0.044192, loss_rec: 0.149077, loss_semantic: 1.356465, loss_idmrf: 8.661820, loss_adv_gen: -128.802139, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:39:39,171 - INFO - [Train] step: 2999, loss_adv_disc: 1.284631, lr_disc: 0.000010
+2023-03-22 15:39:39,393 - INFO - [Train] step: 2999, loss_mpn: 0.011660, loss_rec: 0.055514, loss_semantic: 0.769060, loss_idmrf: 3.056868, loss_adv_gen: -119.449379, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:40:34,021 - INFO - [Eval] step: 2999, bce: 0.054470, psnr: 22.642839, ssim: 0.780468, lpips: 0.188232
+2023-03-22 15:41:09,474 - INFO - [Train] step: 3099, loss_adv_disc: -2.845410, lr_disc: 0.000010
+2023-03-22 15:41:09,681 - INFO - [Train] step: 3099, loss_mpn: 0.033455, loss_rec: 0.079688, loss_semantic: 0.892608, loss_idmrf: 8.782061, loss_adv_gen: -109.255005, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:41:41,791 - INFO - [Train] step: 3199, loss_adv_disc: 2.062840, lr_disc: 0.000010
+2023-03-22 15:41:41,999 - INFO - [Train] step: 3199, loss_mpn: 0.036391, loss_rec: 0.072943, loss_semantic: 0.621120, loss_idmrf: 5.663147, loss_adv_gen: -98.627800, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:42:14,017 - INFO - [Train] step: 3299, loss_adv_disc: -4.673200, lr_disc: 0.000010
+2023-03-22 15:42:14,229 - INFO - [Train] step: 3299, loss_mpn: 0.027334, loss_rec: 0.058131, loss_semantic: 0.617421, loss_idmrf: 3.952548, loss_adv_gen: -103.384888, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:42:46,390 - INFO - [Train] step: 3399, loss_adv_disc: -0.837631, lr_disc: 0.000010
+2023-03-22 15:42:46,601 - INFO - [Train] step: 3399, loss_mpn: 0.015910, loss_rec: 0.090696, loss_semantic: 0.783546, loss_idmrf: 5.161823, loss_adv_gen: -132.522018, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:43:19,038 - INFO - [Train] step: 3499, loss_adv_disc: -1.530530, lr_disc: 0.000010
+2023-03-22 15:43:19,249 - INFO - [Train] step: 3499, loss_mpn: 0.018042, loss_rec: 0.074396, loss_semantic: 0.811577, loss_idmrf: 2.433405, loss_adv_gen: -125.417046, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:43:51,284 - INFO - [Train] step: 3599, loss_adv_disc: 0.564113, lr_disc: 0.000010
+2023-03-22 15:43:51,487 - INFO - [Train] step: 3599, loss_mpn: 0.013781, loss_rec: 0.068990, loss_semantic: 0.847434, loss_idmrf: 4.248358, loss_adv_gen: -127.508461, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:44:22,880 - INFO - [Train] step: 3699, loss_adv_disc: -3.199281, lr_disc: 0.000010
+2023-03-22 15:44:23,083 - INFO - [Train] step: 3699, loss_mpn: 0.025273, loss_rec: 0.107894, loss_semantic: 0.838433, loss_idmrf: 6.479789, loss_adv_gen: -148.169952, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:44:54,944 - INFO - [Train] step: 3799, loss_adv_disc: 0.360807, lr_disc: 0.000010
+2023-03-22 15:44:55,163 - INFO - [Train] step: 3799, loss_mpn: 0.017811, loss_rec: 0.053165, loss_semantic: 0.729097, loss_idmrf: 3.642088, loss_adv_gen: -116.977493, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:45:27,216 - INFO - [Train] step: 3899, loss_adv_disc: -10.208647, lr_disc: 0.000010
+2023-03-22 15:45:27,441 - INFO - [Train] step: 3899, loss_mpn: 0.036181, loss_rec: 0.119190, loss_semantic: 0.994276, loss_idmrf: 5.573008, loss_adv_gen: -160.399139, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:45:59,931 - INFO - [Train] step: 3999, loss_adv_disc: -5.923297, lr_disc: 0.000010
+2023-03-22 15:46:00,145 - INFO - [Train] step: 3999, loss_mpn: 0.012658, loss_rec: 0.043036, loss_semantic: 0.571343, loss_idmrf: 5.084500, loss_adv_gen: -101.410538, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:46:54,317 - INFO - [Eval] step: 3999, bce: 0.053313, psnr: 22.747824, ssim: 0.780955, lpips: 0.186999
+2023-03-22 15:47:30,730 - INFO - [Train] step: 4099, loss_adv_disc: -0.806850, lr_disc: 0.000010
+2023-03-22 15:47:30,934 - INFO - [Train] step: 4099, loss_mpn: 0.018922, loss_rec: 0.033547, loss_semantic: 0.473777, loss_idmrf: 4.679262, loss_adv_gen: -105.064613, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:48:02,534 - INFO - [Train] step: 4199, loss_adv_disc: -5.957167, lr_disc: 0.000010
+2023-03-22 15:48:02,746 - INFO - [Train] step: 4199, loss_mpn: 0.016602, loss_rec: 0.075114, loss_semantic: 0.596501, loss_idmrf: 2.818484, loss_adv_gen: -132.255417, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:48:34,647 - INFO - [Train] step: 4299, loss_adv_disc: -3.836702, lr_disc: 0.000010
+2023-03-22 15:48:34,868 - INFO - [Train] step: 4299, loss_mpn: 0.025299, loss_rec: 0.084049, loss_semantic: 0.788025, loss_idmrf: 4.901215, loss_adv_gen: -114.205360, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:49:07,532 - INFO - [Train] step: 4399, loss_adv_disc: -2.304104, lr_disc: 0.000010
+2023-03-22 15:49:07,737 - INFO - [Train] step: 4399, loss_mpn: 0.011457, loss_rec: 0.091190, loss_semantic: 0.904664, loss_idmrf: 3.054502, loss_adv_gen: -178.396454, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:49:39,327 - INFO - [Train] step: 4499, loss_adv_disc: -1.689414, lr_disc: 0.000010
+2023-03-22 15:49:39,533 - INFO - [Train] step: 4499, loss_mpn: 0.026440, loss_rec: 0.094121, loss_semantic: 1.061770, loss_idmrf: 5.794140, loss_adv_gen: -158.831238, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:50:11,299 - INFO - [Train] step: 4599, loss_adv_disc: -5.508219, lr_disc: 0.000010
+2023-03-22 15:50:11,510 - INFO - [Train] step: 4599, loss_mpn: 0.025021, loss_rec: 0.118006, loss_semantic: 1.126958, loss_idmrf: 4.817982, loss_adv_gen: -168.462036, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:50:43,403 - INFO - [Train] step: 4699, loss_adv_disc: 1.794712, lr_disc: 0.000010
+2023-03-22 15:50:43,605 - INFO - [Train] step: 4699, loss_mpn: 0.019122, loss_rec: 0.052194, loss_semantic: 0.669603, loss_idmrf: 7.043154, loss_adv_gen: -75.884453, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:51:15,189 - INFO - [Train] step: 4799, loss_adv_disc: 1.639592, lr_disc: 0.000010
+2023-03-22 15:51:15,390 - INFO - [Train] step: 4799, loss_mpn: 0.011175, loss_rec: 0.048009, loss_semantic: 0.630744, loss_idmrf: 2.520410, loss_adv_gen: -96.741776, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:51:47,554 - INFO - [Train] step: 4899, loss_adv_disc: -4.523139, lr_disc: 0.000010
+2023-03-22 15:51:47,759 - INFO - [Train] step: 4899, loss_mpn: 0.020086, loss_rec: 0.068354, loss_semantic: 0.757508, loss_idmrf: 4.481274, loss_adv_gen: -103.368721, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:52:20,426 - INFO - [Train] step: 4999, loss_adv_disc: -1.952619, lr_disc: 0.000010
+2023-03-22 15:52:20,639 - INFO - [Train] step: 4999, loss_mpn: 0.072302, loss_rec: 0.125133, loss_semantic: 1.114500, loss_idmrf: 10.419201, loss_adv_gen: -98.247726, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:53:13,965 - INFO - [Eval] step: 4999, bce: 0.053755, psnr: 22.573662, ssim: 0.777608, lpips: 0.186256
+2023-03-22 15:53:50,238 - INFO - [Train] step: 5099, loss_adv_disc: -5.428659, lr_disc: 0.000010
+2023-03-22 15:53:50,450 - INFO - [Train] step: 5099, loss_mpn: 0.023355, loss_rec: 0.088596, loss_semantic: 0.803297, loss_idmrf: 5.641170, loss_adv_gen: -123.197174, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:54:22,024 - INFO - [Train] step: 5199, loss_adv_disc: 4.370228, lr_disc: 0.000010
+2023-03-22 15:54:22,233 - INFO - [Train] step: 5199, loss_mpn: 0.018159, loss_rec: 0.074473, loss_semantic: 0.912760, loss_idmrf: 4.185164, loss_adv_gen: -109.916672, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:54:54,370 - INFO - [Train] step: 5299, loss_adv_disc: -8.207373, lr_disc: 0.000010
+2023-03-22 15:54:54,577 - INFO - [Train] step: 5299, loss_mpn: 0.019363, loss_rec: 0.093661, loss_semantic: 0.978323, loss_idmrf: 4.837083, loss_adv_gen: -134.269714, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:55:25,941 - INFO - [Train] step: 5399, loss_adv_disc: 2.084277, lr_disc: 0.000010
+2023-03-22 15:55:26,155 - INFO - [Train] step: 5399, loss_mpn: 0.035372, loss_rec: 0.106191, loss_semantic: 1.200081, loss_idmrf: 4.886714, loss_adv_gen: -167.890732, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:55:58,011 - INFO - [Train] step: 5499, loss_adv_disc: -6.366221, lr_disc: 0.000010
+2023-03-22 15:55:58,215 - INFO - [Train] step: 5499, loss_mpn: 0.033260, loss_rec: 0.119966, loss_semantic: 1.282707, loss_idmrf: 6.064991, loss_adv_gen: -157.498993, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:56:30,531 - INFO - [Train] step: 5599, loss_adv_disc: -5.071289, lr_disc: 0.000010
+2023-03-22 15:56:30,738 - INFO - [Train] step: 5599, loss_mpn: 0.015548, loss_rec: 0.111278, loss_semantic: 1.004272, loss_idmrf: 3.620382, loss_adv_gen: -175.412628, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:57:02,527 - INFO - [Train] step: 5699, loss_adv_disc: 2.535278, lr_disc: 0.000010
+2023-03-22 15:57:02,734 - INFO - [Train] step: 5699, loss_mpn: 0.017540, loss_rec: 0.079535, loss_semantic: 0.756965, loss_idmrf: 4.366266, loss_adv_gen: -132.725281, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:57:34,259 - INFO - [Train] step: 5799, loss_adv_disc: 7.197973, lr_disc: 0.000010
+2023-03-22 15:57:34,467 - INFO - [Train] step: 5799, loss_mpn: 0.010527, loss_rec: 0.071174, loss_semantic: 0.803593, loss_idmrf: 2.192074, loss_adv_gen: -149.893814, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:58:06,876 - INFO - [Train] step: 5899, loss_adv_disc: -0.115901, lr_disc: 0.000010
+2023-03-22 15:58:07,409 - INFO - [Train] step: 5899, loss_mpn: 0.032295, loss_rec: 0.145457, loss_semantic: 1.416700, loss_idmrf: 6.630781, loss_adv_gen: -186.464386, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:58:40,036 - INFO - [Train] step: 5999, loss_adv_disc: 3.933010, lr_disc: 0.000010
+2023-03-22 15:58:40,241 - INFO - [Train] step: 5999, loss_mpn: 0.005362, loss_rec: 0.044784, loss_semantic: 0.550716, loss_idmrf: 1.581804, loss_adv_gen: -193.591385, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:59:33,370 - INFO - [Eval] step: 5999, bce: 0.055448, psnr: 22.797482, ssim: 0.780898, lpips: 0.185706
+2023-03-22 16:00:08,831 - INFO - [Train] step: 6099, loss_adv_disc: -3.521903, lr_disc: 0.000010
+2023-03-22 16:00:09,037 - INFO - [Train] step: 6099, loss_mpn: 0.017799, loss_rec: 0.072503, loss_semantic: 0.880364, loss_idmrf: 2.798242, loss_adv_gen: -129.652527, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:00:41,084 - INFO - [Train] step: 6199, loss_adv_disc: -10.024956, lr_disc: 0.000010
+2023-03-22 16:00:41,287 - INFO - [Train] step: 6199, loss_mpn: 0.022942, loss_rec: 0.126688, loss_semantic: 1.326979, loss_idmrf: 7.234604, loss_adv_gen: -152.272827, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:01:12,991 - INFO - [Train] step: 6299, loss_adv_disc: 0.807573, lr_disc: 0.000010
+2023-03-22 16:01:13,208 - INFO - [Train] step: 6299, loss_mpn: 0.026954, loss_rec: 0.066943, loss_semantic: 0.856040, loss_idmrf: 4.593832, loss_adv_gen: -157.731995, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:01:45,033 - INFO - [Train] step: 6399, loss_adv_disc: 3.315235, lr_disc: 0.000010
+2023-03-22 16:01:45,241 - INFO - [Train] step: 6399, loss_mpn: 0.024235, loss_rec: 0.069286, loss_semantic: 0.807462, loss_idmrf: 3.794449, loss_adv_gen: -164.460983, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:02:17,561 - INFO - [Train] step: 6499, loss_adv_disc: 0.085111, lr_disc: 0.000010
+2023-03-22 16:02:17,771 - INFO - [Train] step: 6499, loss_mpn: 0.042108, loss_rec: 0.098227, loss_semantic: 0.927134, loss_idmrf: 9.044497, loss_adv_gen: -102.067047, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:02:49,757 - INFO - [Train] step: 6599, loss_adv_disc: -2.891284, lr_disc: 0.000010
+2023-03-22 16:02:49,963 - INFO - [Train] step: 6599, loss_mpn: 0.012015, loss_rec: 0.037668, loss_semantic: 0.435592, loss_idmrf: 3.714310, loss_adv_gen: -129.633301, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:03:21,869 - INFO - [Train] step: 6699, loss_adv_disc: 5.715185, lr_disc: 0.000010
+2023-03-22 16:03:22,071 - INFO - [Train] step: 6699, loss_mpn: 0.002354, loss_rec: 0.028952, loss_semantic: 0.372515, loss_idmrf: 0.726284, loss_adv_gen: -156.849731, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:03:54,841 - INFO - [Train] step: 6799, loss_adv_disc: -1.647403, lr_disc: 0.000010
+2023-03-22 16:03:55,061 - INFO - [Train] step: 6799, loss_mpn: 0.031690, loss_rec: 0.108116, loss_semantic: 1.074920, loss_idmrf: 6.752254, loss_adv_gen: -122.739777, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:04:27,967 - INFO - [Train] step: 6899, loss_adv_disc: -6.318545, lr_disc: 0.000010
+2023-03-22 16:04:28,174 - INFO - [Train] step: 6899, loss_mpn: 0.037201, loss_rec: 0.122807, loss_semantic: 1.172711, loss_idmrf: 4.718332, loss_adv_gen: -141.880264, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:04:59,983 - INFO - [Train] step: 6999, loss_adv_disc: -1.486922, lr_disc: 0.000010
+2023-03-22 16:05:00,192 - INFO - [Train] step: 6999, loss_mpn: 0.024794, loss_rec: 0.090691, loss_semantic: 0.918568, loss_idmrf: 5.148878, loss_adv_gen: -138.614731, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:05:53,753 - INFO - [Eval] step: 6999, bce: 0.053502, psnr: 22.693317, ssim: 0.781244, lpips: 0.184397
+2023-03-22 16:06:29,058 - INFO - [Train] step: 7099, loss_adv_disc: 6.337383, lr_disc: 0.000010
+2023-03-22 16:06:29,271 - INFO - [Train] step: 7099, loss_mpn: 0.040315, loss_rec: 0.081657, loss_semantic: 0.898293, loss_idmrf: 5.240115, loss_adv_gen: -128.040344, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:07:01,546 - INFO - [Train] step: 7199, loss_adv_disc: 0.927558, lr_disc: 0.000010
+2023-03-22 16:07:01,752 - INFO - [Train] step: 7199, loss_mpn: 0.010101, loss_rec: 0.043927, loss_semantic: 0.591915, loss_idmrf: 3.559823, loss_adv_gen: -114.866249, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:07:33,488 - INFO - [Train] step: 7299, loss_adv_disc: -5.317240, lr_disc: 0.000010
+2023-03-22 16:07:33,696 - INFO - [Train] step: 7299, loss_mpn: 0.012372, loss_rec: 0.071867, loss_semantic: 0.783546, loss_idmrf: 3.372249, loss_adv_gen: -99.049561, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:08:05,424 - INFO - [Train] step: 7399, loss_adv_disc: 1.478753, lr_disc: 0.000010
+2023-03-22 16:08:05,628 - INFO - [Train] step: 7399, loss_mpn: 0.027097, loss_rec: 0.144110, loss_semantic: 0.978817, loss_idmrf: 4.693655, loss_adv_gen: -169.968475, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:08:38,137 - INFO - [Train] step: 7499, loss_adv_disc: -9.349515, lr_disc: 0.000010
+2023-03-22 16:08:38,356 - INFO - [Train] step: 7499, loss_mpn: 0.022955, loss_rec: 0.114404, loss_semantic: 1.059205, loss_idmrf: 5.490392, loss_adv_gen: -148.637817, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:09:10,869 - INFO - [Train] step: 7599, loss_adv_disc: 3.868446, lr_disc: 0.000010
+2023-03-22 16:09:11,078 - INFO - [Train] step: 7599, loss_mpn: 0.040522, loss_rec: 0.134549, loss_semantic: 1.043350, loss_idmrf: 5.074763, loss_adv_gen: -175.181305, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:09:42,802 - INFO - [Train] step: 7699, loss_adv_disc: -1.304687, lr_disc: 0.000010
+2023-03-22 16:09:43,006 - INFO - [Train] step: 7699, loss_mpn: 0.024543, loss_rec: 0.082580, loss_semantic: 0.788021, loss_idmrf: 6.196199, loss_adv_gen: -130.950150, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:10:16,129 - INFO - [Train] step: 7799, loss_adv_disc: -1.937255, lr_disc: 0.000010
+2023-03-22 16:10:16,335 - INFO - [Train] step: 7799, loss_mpn: 0.034408, loss_rec: 0.088259, loss_semantic: 0.963778, loss_idmrf: 6.512734, loss_adv_gen: -141.909637, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:10:49,088 - INFO - [Train] step: 7899, loss_adv_disc: -5.990745, lr_disc: 0.000010
+2023-03-22 16:10:49,298 - INFO - [Train] step: 7899, loss_mpn: 0.021907, loss_rec: 0.109562, loss_semantic: 0.938054, loss_idmrf: 6.350210, loss_adv_gen: -140.886444, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:11:20,977 - INFO - [Train] step: 7999, loss_adv_disc: -5.248009, lr_disc: 0.000010
+2023-03-22 16:11:21,183 - INFO - [Train] step: 7999, loss_mpn: 0.010965, loss_rec: 0.067534, loss_semantic: 0.687479, loss_idmrf: 3.596379, loss_adv_gen: -150.059113, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:12:13,390 - INFO - [Eval] step: 7999, bce: 0.054313, psnr: 22.677103, ssim: 0.780577, lpips: 0.183214
+2023-03-22 16:12:48,913 - INFO - [Train] step: 8099, loss_adv_disc: 4.263052, lr_disc: 0.000010
+2023-03-22 16:12:49,123 - INFO - [Train] step: 8099, loss_mpn: 0.014869, loss_rec: 0.079997, loss_semantic: 0.794936, loss_idmrf: 6.420779, loss_adv_gen: -148.028107, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:13:20,873 - INFO - [Train] step: 8199, loss_adv_disc: -1.388957, lr_disc: 0.000010
+2023-03-22 16:13:21,086 - INFO - [Train] step: 8199, loss_mpn: 0.015972, loss_rec: 0.073741, loss_semantic: 0.774208, loss_idmrf: 4.191675, loss_adv_gen: -149.897949, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:13:52,495 - INFO - [Train] step: 8299, loss_adv_disc: -5.609638, lr_disc: 0.000010
+2023-03-22 16:13:52,697 - INFO - [Train] step: 8299, loss_mpn: 0.062570, loss_rec: 0.145636, loss_semantic: 1.142646, loss_idmrf: 7.216713, loss_adv_gen: -138.021423, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:14:25,281 - INFO - [Train] step: 8399, loss_adv_disc: 1.923236, lr_disc: 0.000010
+2023-03-22 16:14:25,493 - INFO - [Train] step: 8399, loss_mpn: 0.032603, loss_rec: 0.109209, loss_semantic: 0.924485, loss_idmrf: 4.745476, loss_adv_gen: -153.737640, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:14:56,768 - INFO - [Train] step: 8499, loss_adv_disc: 5.937162, lr_disc: 0.000010
+2023-03-22 16:14:56,977 - INFO - [Train] step: 8499, loss_mpn: 0.024008, loss_rec: 0.095083, loss_semantic: 0.871028, loss_idmrf: 5.343983, loss_adv_gen: -165.911224, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:15:28,375 - INFO - [Train] step: 8599, loss_adv_disc: -0.584696, lr_disc: 0.000010
+2023-03-22 16:15:28,579 - INFO - [Train] step: 8599, loss_mpn: 0.024495, loss_rec: 0.052285, loss_semantic: 0.687460, loss_idmrf: 4.679432, loss_adv_gen: -134.303711, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:16:00,961 - INFO - [Train] step: 8699, loss_adv_disc: -2.074088, lr_disc: 0.000010
+2023-03-22 16:16:01,171 - INFO - [Train] step: 8699, loss_mpn: 0.025408, loss_rec: 0.125775, loss_semantic: 1.292792, loss_idmrf: 5.103385, loss_adv_gen: -154.322632, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:16:33,954 - INFO - [Train] step: 8799, loss_adv_disc: 4.299219, lr_disc: 0.000010
+2023-03-22 16:16:34,162 - INFO - [Train] step: 8799, loss_mpn: 0.029821, loss_rec: 0.080687, loss_semantic: 0.780396, loss_idmrf: 6.639774, loss_adv_gen: -144.778534, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:17:06,472 - INFO - [Train] step: 8899, loss_adv_disc: 1.649886, lr_disc: 0.000010
+2023-03-22 16:17:06,680 - INFO - [Train] step: 8899, loss_mpn: 0.009054, loss_rec: 0.040925, loss_semantic: 0.496765, loss_idmrf: 2.249040, loss_adv_gen: -129.812088, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:17:39,109 - INFO - [Train] step: 8999, loss_adv_disc: 0.374306, lr_disc: 0.000010
+2023-03-22 16:17:39,323 - INFO - [Train] step: 8999, loss_mpn: 0.013188, loss_rec: 0.092444, loss_semantic: 1.077129, loss_idmrf: 3.978392, loss_adv_gen: -184.719940, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:18:32,556 - INFO - [Eval] step: 8999, bce: 0.053782, psnr: 22.754742, ssim: 0.782745, lpips: 0.183000
+2023-03-22 16:19:08,589 - INFO - [Train] step: 9099, loss_adv_disc: -0.436989, lr_disc: 0.000010
+2023-03-22 16:19:08,797 - INFO - [Train] step: 9099, loss_mpn: 0.018537, loss_rec: 0.058592, loss_semantic: 0.784142, loss_idmrf: 4.953378, loss_adv_gen: -95.382507, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:19:40,774 - INFO - [Train] step: 9199, loss_adv_disc: 0.121243, lr_disc: 0.000010
+2023-03-22 16:19:40,975 - INFO - [Train] step: 9199, loss_mpn: 0.009815, loss_rec: 0.045971, loss_semantic: 0.485708, loss_idmrf: 2.340647, loss_adv_gen: -130.980133, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:20:13,209 - INFO - [Train] step: 9299, loss_adv_disc: -4.055740, lr_disc: 0.000010
+2023-03-22 16:20:13,416 - INFO - [Train] step: 9299, loss_mpn: 0.040526, loss_rec: 0.117079, loss_semantic: 1.177310, loss_idmrf: 7.341308, loss_adv_gen: -169.087418, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:20:45,712 - INFO - [Train] step: 9399, loss_adv_disc: -8.149821, lr_disc: 0.000010
+2023-03-22 16:20:45,920 - INFO - [Train] step: 9399, loss_mpn: 0.017538, loss_rec: 0.090579, loss_semantic: 0.817862, loss_idmrf: 3.059856, loss_adv_gen: -200.739410, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:21:17,709 - INFO - [Train] step: 9499, loss_adv_disc: 5.477175, lr_disc: 0.000010
+2023-03-22 16:21:17,920 - INFO - [Train] step: 9499, loss_mpn: 0.037390, loss_rec: 0.091010, loss_semantic: 1.041875, loss_idmrf: 7.963656, loss_adv_gen: -128.275696, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:21:49,929 - INFO - [Train] step: 9599, loss_adv_disc: 3.052395, lr_disc: 0.000010
+2023-03-22 16:21:50,136 - INFO - [Train] step: 9599, loss_mpn: 0.007112, loss_rec: 0.032781, loss_semantic: 0.430479, loss_idmrf: 1.896235, loss_adv_gen: -141.291321, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:22:22,861 - INFO - [Train] step: 9699, loss_adv_disc: 2.869369, lr_disc: 0.000010
+2023-03-22 16:22:23,069 - INFO - [Train] step: 9699, loss_mpn: 0.021634, loss_rec: 0.093921, loss_semantic: 0.871676, loss_idmrf: 4.960223, loss_adv_gen: -143.838593, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:22:55,243 - INFO - [Train] step: 9799, loss_adv_disc: 1.930318, lr_disc: 0.000010
+2023-03-22 16:22:55,453 - INFO - [Train] step: 9799, loss_mpn: 0.005557, loss_rec: 0.030235, loss_semantic: 0.432680, loss_idmrf: 1.857117, loss_adv_gen: -83.129967, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:23:27,359 - INFO - [Train] step: 9899, loss_adv_disc: 6.321897, lr_disc: 0.000010
+2023-03-22 16:23:27,567 - INFO - [Train] step: 9899, loss_mpn: 0.010030, loss_rec: 0.058136, loss_semantic: 0.633814, loss_idmrf: 1.659593, loss_adv_gen: -198.350189, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:23:59,787 - INFO - [Train] step: 9999, loss_adv_disc: 5.280090, lr_disc: 0.000010
+2023-03-22 16:23:59,992 - INFO - [Train] step: 9999, loss_mpn: 0.015511, loss_rec: 0.060974, loss_semantic: 0.652789, loss_idmrf: 4.346534, loss_adv_gen: -151.997269, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:24:53,229 - INFO - [Eval] step: 9999, bce: 0.053381, psnr: 22.796513, ssim: 0.780434, lpips: 0.183507
+2023-03-22 16:25:29,029 - INFO - [Train] step: 10099, loss_adv_disc: -8.074987, lr_disc: 0.000010
+2023-03-22 16:25:29,238 - INFO - [Train] step: 10099, loss_mpn: 0.029804, loss_rec: 0.117295, loss_semantic: 1.065446, loss_idmrf: 4.942007, loss_adv_gen: -174.885452, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:26:01,764 - INFO - [Train] step: 10199, loss_adv_disc: 0.070842, lr_disc: 0.000010
+2023-03-22 16:26:01,973 - INFO - [Train] step: 10199, loss_mpn: 0.032843, loss_rec: 0.098331, loss_semantic: 0.968796, loss_idmrf: 4.532351, loss_adv_gen: -139.337082, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:26:34,377 - INFO - [Train] step: 10299, loss_adv_disc: -13.016333, lr_disc: 0.000010
+2023-03-22 16:26:34,587 - INFO - [Train] step: 10299, loss_mpn: 0.032189, loss_rec: 0.096376, loss_semantic: 0.939107, loss_idmrf: 4.640515, loss_adv_gen: -96.418030, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:27:06,189 - INFO - [Train] step: 10399, loss_adv_disc: 0.785877, lr_disc: 0.000010
+2023-03-22 16:27:06,393 - INFO - [Train] step: 10399, loss_mpn: 0.025053, loss_rec: 0.110267, loss_semantic: 1.050303, loss_idmrf: 4.626631, loss_adv_gen: -151.907776, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:27:38,272 - INFO - [Train] step: 10499, loss_adv_disc: 0.098372, lr_disc: 0.000010
+2023-03-22 16:27:38,480 - INFO - [Train] step: 10499, loss_mpn: 0.021890, loss_rec: 0.079731, loss_semantic: 0.769808, loss_idmrf: 6.498589, loss_adv_gen: -121.049942, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:28:10,911 - INFO - [Train] step: 10599, loss_adv_disc: -5.795632, lr_disc: 0.000010
+2023-03-22 16:28:11,120 - INFO - [Train] step: 10599, loss_mpn: 0.040933, loss_rec: 0.105797, loss_semantic: 1.026787, loss_idmrf: 6.263186, loss_adv_gen: -134.913116, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:28:43,511 - INFO - [Train] step: 10699, loss_adv_disc: 0.040228, lr_disc: 0.000010
+2023-03-22 16:28:43,721 - INFO - [Train] step: 10699, loss_mpn: 0.005408, loss_rec: 0.036707, loss_semantic: 0.579130, loss_idmrf: 2.374045, loss_adv_gen: -145.406021, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:29:16,073 - INFO - [Train] step: 10799, loss_adv_disc: -6.090161, lr_disc: 0.000010
+2023-03-22 16:29:16,284 - INFO - [Train] step: 10799, loss_mpn: 0.035022, loss_rec: 0.092502, loss_semantic: 0.967412, loss_idmrf: 4.261160, loss_adv_gen: -142.950592, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:29:48,443 - INFO - [Train] step: 10899, loss_adv_disc: -0.586242, lr_disc: 0.000010
+2023-03-22 16:29:48,653 - INFO - [Train] step: 10899, loss_mpn: 0.013567, loss_rec: 0.041491, loss_semantic: 0.512984, loss_idmrf: 2.229458, loss_adv_gen: -108.653748, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:30:19,954 - INFO - [Train] step: 10999, loss_adv_disc: -7.333190, lr_disc: 0.000010
+2023-03-22 16:30:20,162 - INFO - [Train] step: 10999, loss_mpn: 0.019794, loss_rec: 0.132532, loss_semantic: 1.000622, loss_idmrf: 4.716271, loss_adv_gen: -178.783295, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:31:13,097 - INFO - [Eval] step: 10999, bce: 0.052711, psnr: 22.646454, ssim: 0.776231, lpips: 0.183461
+2023-03-22 16:31:49,314 - INFO - [Train] step: 11099, loss_adv_disc: 2.463239, lr_disc: 0.000010
+2023-03-22 16:31:49,525 - INFO - [Train] step: 11099, loss_mpn: 0.015793, loss_rec: 0.076293, loss_semantic: 0.943671, loss_idmrf: 4.404393, loss_adv_gen: -137.047913, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:32:21,428 - INFO - [Train] step: 11199, loss_adv_disc: -1.065998, lr_disc: 0.000010
+2023-03-22 16:32:21,638 - INFO - [Train] step: 11199, loss_mpn: 0.034387, loss_rec: 0.062125, loss_semantic: 0.845062, loss_idmrf: 6.673307, loss_adv_gen: -101.188965, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:32:53,175 - INFO - [Train] step: 11299, loss_adv_disc: -3.553193, lr_disc: 0.000010
+2023-03-22 16:32:53,387 - INFO - [Train] step: 11299, loss_mpn: 0.022581, loss_rec: 0.081188, loss_semantic: 0.940298, loss_idmrf: 5.512423, loss_adv_gen: -97.924988, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:33:25,302 - INFO - [Train] step: 11399, loss_adv_disc: 2.565087, lr_disc: 0.000010
+2023-03-22 16:33:25,508 - INFO - [Train] step: 11399, loss_mpn: 0.026257, loss_rec: 0.089778, loss_semantic: 0.918993, loss_idmrf: 5.943386, loss_adv_gen: -150.571289, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:33:57,471 - INFO - [Train] step: 11499, loss_adv_disc: 8.069208, lr_disc: 0.000010
+2023-03-22 16:33:57,681 - INFO - [Train] step: 11499, loss_mpn: 0.012275, loss_rec: 0.093820, loss_semantic: 1.031470, loss_idmrf: 3.112212, loss_adv_gen: -235.602478, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:34:29,397 - INFO - [Train] step: 11599, loss_adv_disc: -4.193907, lr_disc: 0.000010
+2023-03-22 16:34:29,607 - INFO - [Train] step: 11599, loss_mpn: 0.014873, loss_rec: 0.046491, loss_semantic: 0.569830, loss_idmrf: 3.764802, loss_adv_gen: -85.290428, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:35:02,090 - INFO - [Train] step: 11699, loss_adv_disc: -9.923548, lr_disc: 0.000010
+2023-03-22 16:35:02,300 - INFO - [Train] step: 11699, loss_mpn: 0.025959, loss_rec: 0.092349, loss_semantic: 0.923663, loss_idmrf: 7.622190, loss_adv_gen: -114.053391, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:35:34,403 - INFO - [Train] step: 11799, loss_adv_disc: -3.322386, lr_disc: 0.000010
+2023-03-22 16:35:34,609 - INFO - [Train] step: 11799, loss_mpn: 0.035453, loss_rec: 0.059999, loss_semantic: 0.745477, loss_idmrf: 5.171353, loss_adv_gen: -96.267586, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:36:06,566 - INFO - [Train] step: 11899, loss_adv_disc: -1.340197, lr_disc: 0.000010
+2023-03-22 16:36:06,774 - INFO - [Train] step: 11899, loss_mpn: 0.012410, loss_rec: 0.062552, loss_semantic: 0.666550, loss_idmrf: 2.365621, loss_adv_gen: -148.164001, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:36:38,749 - INFO - [Train] step: 11999, loss_adv_disc: -2.888965, lr_disc: 0.000010
+2023-03-22 16:36:38,949 - INFO - [Train] step: 11999, loss_mpn: 0.010348, loss_rec: 0.061199, loss_semantic: 0.743435, loss_idmrf: 4.350208, loss_adv_gen: -109.200577, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:37:31,320 - INFO - [Eval] step: 11999, bce: 0.052789, psnr: 22.751614, ssim: 0.778642, lpips: 0.183024
+2023-03-22 16:38:07,646 - INFO - [Train] step: 12099, loss_adv_disc: 1.510338, lr_disc: 0.000010
+2023-03-22 16:38:07,850 - INFO - [Train] step: 12099, loss_mpn: 0.013519, loss_rec: 0.047790, loss_semantic: 0.640644, loss_idmrf: 3.064894, loss_adv_gen: -106.327454, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:38:39,777 - INFO - [Train] step: 12199, loss_adv_disc: -0.352951, lr_disc: 0.000010
+2023-03-22 16:38:39,992 - INFO - [Train] step: 12199, loss_mpn: 0.020417, loss_rec: 0.083777, loss_semantic: 0.899216, loss_idmrf: 5.481662, loss_adv_gen: -120.490829, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:39:12,104 - INFO - [Train] step: 12299, loss_adv_disc: -2.101716, lr_disc: 0.000010
+2023-03-22 16:39:12,316 - INFO - [Train] step: 12299, loss_mpn: 0.071420, loss_rec: 0.180914, loss_semantic: 1.465399, loss_idmrf: 11.167515, loss_adv_gen: -159.577652, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:39:44,414 - INFO - [Train] step: 12399, loss_adv_disc: -14.285620, lr_disc: 0.000010
+2023-03-22 16:39:44,622 - INFO - [Train] step: 12399, loss_mpn: 0.019885, loss_rec: 0.073416, loss_semantic: 0.715279, loss_idmrf: 3.229184, loss_adv_gen: -149.012192, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:40:16,564 - INFO - [Train] step: 12499, loss_adv_disc: 0.968878, lr_disc: 0.000010
+2023-03-22 16:40:16,784 - INFO - [Train] step: 12499, loss_mpn: 0.011223, loss_rec: 0.045060, loss_semantic: 0.587480, loss_idmrf: 2.767289, loss_adv_gen: -117.151794, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:40:49,258 - INFO - [Train] step: 12599, loss_adv_disc: -3.289018, lr_disc: 0.000010
+2023-03-22 16:40:49,470 - INFO - [Train] step: 12599, loss_mpn: 0.027232, loss_rec: 0.100751, loss_semantic: 0.982551, loss_idmrf: 5.844635, loss_adv_gen: -159.812164, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:41:22,219 - INFO - [Train] step: 12699, loss_adv_disc: -9.131577, lr_disc: 0.000010
+2023-03-22 16:41:22,422 - INFO - [Train] step: 12699, loss_mpn: 0.037509, loss_rec: 0.112223, loss_semantic: 1.006706, loss_idmrf: 5.610407, loss_adv_gen: -142.125549, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:41:54,706 - INFO - [Train] step: 12799, loss_adv_disc: -10.431707, lr_disc: 0.000010
+2023-03-22 16:41:54,922 - INFO - [Train] step: 12799, loss_mpn: 0.024464, loss_rec: 0.084064, loss_semantic: 0.877479, loss_idmrf: 8.378378, loss_adv_gen: -110.555313, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:42:26,771 - INFO - [Train] step: 12899, loss_adv_disc: -0.710036, lr_disc: 0.000010
+2023-03-22 16:42:26,996 - INFO - [Train] step: 12899, loss_mpn: 0.037307, loss_rec: 0.078753, loss_semantic: 0.867928, loss_idmrf: 6.258519, loss_adv_gen: -127.676376, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:42:59,105 - INFO - [Train] step: 12999, loss_adv_disc: -7.217162, lr_disc: 0.000010
+2023-03-22 16:42:59,304 - INFO - [Train] step: 12999, loss_mpn: 0.044294, loss_rec: 0.211848, loss_semantic: 1.744520, loss_idmrf: 9.831938, loss_adv_gen: -208.667526, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:43:52,667 - INFO - [Eval] step: 12999, bce: 0.053308, psnr: 22.798536, ssim: 0.781482, lpips: 0.182352
+2023-03-22 16:44:28,650 - INFO - [Train] step: 13099, loss_adv_disc: -2.646250, lr_disc: 0.000010
+2023-03-22 16:44:28,867 - INFO - [Train] step: 13099, loss_mpn: 0.019258, loss_rec: 0.037008, loss_semantic: 0.593960, loss_idmrf: 6.367617, loss_adv_gen: -122.252861, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:45:01,464 - INFO - [Train] step: 13199, loss_adv_disc: 0.026777, lr_disc: 0.000010
+2023-03-22 16:45:01,674 - INFO - [Train] step: 13199, loss_mpn: 0.010019, loss_rec: 0.073643, loss_semantic: 0.772293, loss_idmrf: 3.126554, loss_adv_gen: -148.543030, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:45:34,228 - INFO - [Train] step: 13299, loss_adv_disc: 2.196572, lr_disc: 0.000010
+2023-03-22 16:45:34,435 - INFO - [Train] step: 13299, loss_mpn: 0.044007, loss_rec: 0.122601, loss_semantic: 1.000081, loss_idmrf: 7.396388, loss_adv_gen: -157.261642, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:46:06,223 - INFO - [Train] step: 13399, loss_adv_disc: -4.879390, lr_disc: 0.000010
+2023-03-22 16:46:06,425 - INFO - [Train] step: 13399, loss_mpn: 0.052198, loss_rec: 0.075590, loss_semantic: 0.902539, loss_idmrf: 4.949028, loss_adv_gen: -121.209793, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:46:38,151 - INFO - [Train] step: 13499, loss_adv_disc: -8.610000, lr_disc: 0.000010
+2023-03-22 16:46:38,363 - INFO - [Train] step: 13499, loss_mpn: 0.033796, loss_rec: 0.121240, loss_semantic: 1.135434, loss_idmrf: 8.940370, loss_adv_gen: -123.615829, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:47:11,171 - INFO - [Train] step: 13599, loss_adv_disc: 2.483529, lr_disc: 0.000010
+2023-03-22 16:47:11,380 - INFO - [Train] step: 13599, loss_mpn: 0.027505, loss_rec: 0.084050, loss_semantic: 0.914649, loss_idmrf: 5.320107, loss_adv_gen: -117.267494, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:47:44,558 - INFO - [Train] step: 13699, loss_adv_disc: -8.816317, lr_disc: 0.000010
+2023-03-22 16:47:44,766 - INFO - [Train] step: 13699, loss_mpn: 0.039535, loss_rec: 0.125849, loss_semantic: 1.080799, loss_idmrf: 7.918924, loss_adv_gen: -137.178299, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:48:16,544 - INFO - [Train] step: 13799, loss_adv_disc: 0.453283, lr_disc: 0.000010
+2023-03-22 16:48:16,748 - INFO - [Train] step: 13799, loss_mpn: 0.021188, loss_rec: 0.064303, loss_semantic: 0.698544, loss_idmrf: 3.387251, loss_adv_gen: -136.935760, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:48:48,699 - INFO - [Train] step: 13899, loss_adv_disc: -2.399811, lr_disc: 0.000010
+2023-03-22 16:48:48,904 - INFO - [Train] step: 13899, loss_mpn: 0.014843, loss_rec: 0.078823, loss_semantic: 0.884824, loss_idmrf: 3.966815, loss_adv_gen: -124.818199, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:49:20,478 - INFO - [Train] step: 13999, loss_adv_disc: -3.414447, lr_disc: 0.000010
+2023-03-22 16:49:20,688 - INFO - [Train] step: 13999, loss_mpn: 0.024222, loss_rec: 0.103197, loss_semantic: 1.186621, loss_idmrf: 3.841705, loss_adv_gen: -180.397995, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:50:13,349 - INFO - [Eval] step: 13999, bce: 0.053615, psnr: 22.729609, ssim: 0.778299, lpips: 0.182830
+2023-03-22 16:50:49,108 - INFO - [Train] step: 14099, loss_adv_disc: -2.166296, lr_disc: 0.000010
+2023-03-22 16:50:49,315 - INFO - [Train] step: 14099, loss_mpn: 0.013695, loss_rec: 0.062767, loss_semantic: 0.630360, loss_idmrf: 3.274894, loss_adv_gen: -137.899216, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:51:21,454 - INFO - [Train] step: 14199, loss_adv_disc: -1.422557, lr_disc: 0.000010
+2023-03-22 16:51:21,663 - INFO - [Train] step: 14199, loss_mpn: 0.047258, loss_rec: 0.115907, loss_semantic: 1.241368, loss_idmrf: 4.903241, loss_adv_gen: -143.908997, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:51:53,611 - INFO - [Train] step: 14299, loss_adv_disc: 2.252887, lr_disc: 0.000010
+2023-03-22 16:51:53,814 - INFO - [Train] step: 14299, loss_mpn: 0.042433, loss_rec: 0.108055, loss_semantic: 0.991271, loss_idmrf: 5.338171, loss_adv_gen: -160.830017, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:52:25,738 - INFO - [Train] step: 14399, loss_adv_disc: -0.348672, lr_disc: 0.000010
+2023-03-22 16:52:25,954 - INFO - [Train] step: 14399, loss_mpn: 0.020636, loss_rec: 0.067785, loss_semantic: 0.626918, loss_idmrf: 3.163765, loss_adv_gen: -127.546738, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:52:58,017 - INFO - [Train] step: 14499, loss_adv_disc: -8.051515, lr_disc: 0.000010
+2023-03-22 16:52:58,225 - INFO - [Train] step: 14499, loss_mpn: 0.030373, loss_rec: 0.100101, loss_semantic: 1.128519, loss_idmrf: 11.301708, loss_adv_gen: -118.794846, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:53:31,100 - INFO - [Train] step: 14599, loss_adv_disc: -3.215561, lr_disc: 0.000010
+2023-03-22 16:53:31,310 - INFO - [Train] step: 14599, loss_mpn: 0.032601, loss_rec: 0.067070, loss_semantic: 0.750965, loss_idmrf: 4.815698, loss_adv_gen: -147.955978, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:54:03,036 - INFO - [Train] step: 14699, loss_adv_disc: -1.674989, lr_disc: 0.000010
+2023-03-22 16:54:03,245 - INFO - [Train] step: 14699, loss_mpn: 0.031706, loss_rec: 0.110282, loss_semantic: 1.198974, loss_idmrf: 6.056801, loss_adv_gen: -171.638123, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:54:35,323 - INFO - [Train] step: 14799, loss_adv_disc: 2.765527, lr_disc: 0.000010
+2023-03-22 16:54:35,533 - INFO - [Train] step: 14799, loss_mpn: 0.024799, loss_rec: 0.095768, loss_semantic: 1.023292, loss_idmrf: 4.729031, loss_adv_gen: -131.103394, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:55:07,417 - INFO - [Train] step: 14899, loss_adv_disc: 1.991625, lr_disc: 0.000010
+2023-03-22 16:55:07,632 - INFO - [Train] step: 14899, loss_mpn: 0.014325, loss_rec: 0.031310, loss_semantic: 0.498042, loss_idmrf: 4.684226, loss_adv_gen: -120.998558, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:55:39,287 - INFO - [Train] step: 14999, loss_adv_disc: -9.877628, lr_disc: 0.000010
+2023-03-22 16:55:39,500 - INFO - [Train] step: 14999, loss_mpn: 0.044305, loss_rec: 0.168999, loss_semantic: 1.348487, loss_idmrf: 6.906552, loss_adv_gen: -174.117432, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:56:32,454 - INFO - [Eval] step: 14999, bce: 0.053621, psnr: 22.638969, ssim: 0.777292, lpips: 0.182296
+2023-03-22 16:57:08,745 - INFO - [Train] step: 15099, loss_adv_disc: 6.719862, lr_disc: 0.000010
+2023-03-22 16:57:08,946 - INFO - [Train] step: 15099, loss_mpn: 0.017700, loss_rec: 0.068010, loss_semantic: 0.988985, loss_idmrf: 3.749549, loss_adv_gen: -163.377472, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:57:41,000 - INFO - [Train] step: 15199, loss_adv_disc: 2.440268, lr_disc: 0.000010
+2023-03-22 16:57:41,209 - INFO - [Train] step: 15199, loss_mpn: 0.015981, loss_rec: 0.049067, loss_semantic: 0.683513, loss_idmrf: 3.153490, loss_adv_gen: -115.324966, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:58:12,816 - INFO - [Train] step: 15299, loss_adv_disc: 4.235743, lr_disc: 0.000010
+2023-03-22 16:58:13,036 - INFO - [Train] step: 15299, loss_mpn: 0.023218, loss_rec: 0.074686, loss_semantic: 0.992094, loss_idmrf: 4.696641, loss_adv_gen: -161.258133, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:58:45,439 - INFO - [Train] step: 15399, loss_adv_disc: 1.943898, lr_disc: 0.000010
+2023-03-22 16:58:45,646 - INFO - [Train] step: 15399, loss_mpn: 0.014514, loss_rec: 0.054837, loss_semantic: 0.628750, loss_idmrf: 2.369226, loss_adv_gen: -125.790695, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:59:17,895 - INFO - [Train] step: 15499, loss_adv_disc: 6.325658, lr_disc: 0.000010
+2023-03-22 16:59:18,111 - INFO - [Train] step: 15499, loss_mpn: 0.025718, loss_rec: 0.069982, loss_semantic: 0.722196, loss_idmrf: 3.527375, loss_adv_gen: -169.736176, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:59:51,276 - INFO - [Train] step: 15599, loss_adv_disc: -1.953237, lr_disc: 0.000010
+2023-03-22 16:59:51,492 - INFO - [Train] step: 15599, loss_mpn: 0.041005, loss_rec: 0.096367, loss_semantic: 1.073755, loss_idmrf: 6.753945, loss_adv_gen: -135.001587, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:00:23,781 - INFO - [Train] step: 15699, loss_adv_disc: 2.577035, lr_disc: 0.000010
+2023-03-22 17:00:23,987 - INFO - [Train] step: 15699, loss_mpn: 0.015589, loss_rec: 0.046651, loss_semantic: 0.551540, loss_idmrf: 3.714382, loss_adv_gen: -143.759857, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:00:56,055 - INFO - [Train] step: 15799, loss_adv_disc: -2.048596, lr_disc: 0.000010
+2023-03-22 17:00:56,267 - INFO - [Train] step: 15799, loss_mpn: 0.018017, loss_rec: 0.072945, loss_semantic: 0.896182, loss_idmrf: 2.801195, loss_adv_gen: -189.661346, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:01:28,947 - INFO - [Train] step: 15899, loss_adv_disc: 0.360967, lr_disc: 0.000010
+2023-03-22 17:01:29,152 - INFO - [Train] step: 15899, loss_mpn: 0.023418, loss_rec: 0.075926, loss_semantic: 0.838513, loss_idmrf: 4.418100, loss_adv_gen: -143.235168, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:02:01,989 - INFO - [Train] step: 15999, loss_adv_disc: 1.605858, lr_disc: 0.000010
+2023-03-22 17:02:02,198 - INFO - [Train] step: 15999, loss_mpn: 0.025621, loss_rec: 0.088806, loss_semantic: 0.814340, loss_idmrf: 3.516605, loss_adv_gen: -165.746155, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:02:55,198 - INFO - [Eval] step: 15999, bce: 0.053309, psnr: 22.743849, ssim: 0.780382, lpips: 0.179988
+2023-03-22 17:03:31,216 - INFO - [Train] step: 16099, loss_adv_disc: 3.700178, lr_disc: 0.000010
+2023-03-22 17:03:31,420 - INFO - [Train] step: 16099, loss_mpn: 0.017543, loss_rec: 0.075644, loss_semantic: 0.718332, loss_idmrf: 3.406074, loss_adv_gen: -167.685165, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:04:03,338 - INFO - [Train] step: 16199, loss_adv_disc: 0.672171, lr_disc: 0.000010
+2023-03-22 17:04:03,543 - INFO - [Train] step: 16199, loss_mpn: 0.031897, loss_rec: 0.112823, loss_semantic: 1.149082, loss_idmrf: 6.513909, loss_adv_gen: -138.932129, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:04:35,304 - INFO - [Train] step: 16299, loss_adv_disc: -0.810614, lr_disc: 0.000010
+2023-03-22 17:04:35,512 - INFO - [Train] step: 16299, loss_mpn: 0.011506, loss_rec: 0.062814, loss_semantic: 0.717784, loss_idmrf: 3.713767, loss_adv_gen: -126.058395, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:05:07,841 - INFO - [Train] step: 16399, loss_adv_disc: 0.713677, lr_disc: 0.000010
+2023-03-22 17:05:08,045 - INFO - [Train] step: 16399, loss_mpn: 0.011140, loss_rec: 0.026860, loss_semantic: 0.398826, loss_idmrf: 2.975457, loss_adv_gen: -79.573586, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:05:40,071 - INFO - [Train] step: 16499, loss_adv_disc: 1.143270, lr_disc: 0.000010
+2023-03-22 17:05:40,301 - INFO - [Train] step: 16499, loss_mpn: 0.032199, loss_rec: 0.060117, loss_semantic: 0.611791, loss_idmrf: 3.956344, loss_adv_gen: -137.889313, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:06:12,820 - INFO - [Train] step: 16599, loss_adv_disc: 2.177278, lr_disc: 0.000010
+2023-03-22 17:06:13,033 - INFO - [Train] step: 16599, loss_mpn: 0.034556, loss_rec: 0.117730, loss_semantic: 1.129632, loss_idmrf: 6.184941, loss_adv_gen: -167.445404, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:06:44,749 - INFO - [Train] step: 16699, loss_adv_disc: 3.601181, lr_disc: 0.000010
+2023-03-22 17:06:44,965 - INFO - [Train] step: 16699, loss_mpn: 0.021344, loss_rec: 0.083239, loss_semantic: 0.806957, loss_idmrf: 4.338302, loss_adv_gen: -167.847290, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:07:16,982 - INFO - [Train] step: 16799, loss_adv_disc: -1.870131, lr_disc: 0.000010
+2023-03-22 17:07:17,191 - INFO - [Train] step: 16799, loss_mpn: 0.037378, loss_rec: 0.076592, loss_semantic: 0.843156, loss_idmrf: 6.503366, loss_adv_gen: -115.583633, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:07:48,428 - INFO - [Train] step: 16899, loss_adv_disc: 3.752223, lr_disc: 0.000010
+2023-03-22 17:07:48,634 - INFO - [Train] step: 16899, loss_mpn: 0.021973, loss_rec: 0.088324, loss_semantic: 0.917732, loss_idmrf: 4.024396, loss_adv_gen: -202.051331, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:08:20,585 - INFO - [Train] step: 16999, loss_adv_disc: -0.583709, lr_disc: 0.000010
+2023-03-22 17:08:20,795 - INFO - [Train] step: 16999, loss_mpn: 0.020954, loss_rec: 0.073966, loss_semantic: 0.870299, loss_idmrf: 4.331350, loss_adv_gen: -142.417328, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:09:13,686 - INFO - [Eval] step: 16999, bce: 0.053453, psnr: 22.806938, ssim: 0.781718, lpips: 0.181450
+2023-03-22 17:09:49,406 - INFO - [Train] step: 17099, loss_adv_disc: -1.808335, lr_disc: 0.000010
+2023-03-22 17:09:49,610 - INFO - [Train] step: 17099, loss_mpn: 0.014579, loss_rec: 0.055111, loss_semantic: 0.800185, loss_idmrf: 5.021875, loss_adv_gen: -145.987091, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:10:21,216 - INFO - [Train] step: 17199, loss_adv_disc: 4.482669, lr_disc: 0.000010
+2023-03-22 17:10:21,425 - INFO - [Train] step: 17199, loss_mpn: 0.011457, loss_rec: 0.057813, loss_semantic: 0.709741, loss_idmrf: 2.030638, loss_adv_gen: -200.703064, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:10:53,543 - INFO - [Train] step: 17299, loss_adv_disc: 3.810091, lr_disc: 0.000010
+2023-03-22 17:10:53,750 - INFO - [Train] step: 17299, loss_mpn: 0.006680, loss_rec: 0.045346, loss_semantic: 0.460713, loss_idmrf: 1.288204, loss_adv_gen: -152.335358, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:11:25,667 - INFO - [Train] step: 17399, loss_adv_disc: -7.418498, lr_disc: 0.000010
+2023-03-22 17:11:25,876 - INFO - [Train] step: 17399, loss_mpn: 0.036546, loss_rec: 0.124157, loss_semantic: 1.253691, loss_idmrf: 4.891706, loss_adv_gen: -159.261566, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:11:58,716 - INFO - [Train] step: 17499, loss_adv_disc: 4.034299, lr_disc: 0.000010
+2023-03-22 17:11:58,923 - INFO - [Train] step: 17499, loss_mpn: 0.018934, loss_rec: 0.064226, loss_semantic: 0.897882, loss_idmrf: 4.254078, loss_adv_gen: -171.309387, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:12:31,824 - INFO - [Train] step: 17599, loss_adv_disc: -0.491137, lr_disc: 0.000010
+2023-03-22 17:12:32,029 - INFO - [Train] step: 17599, loss_mpn: 0.043385, loss_rec: 0.145393, loss_semantic: 1.059386, loss_idmrf: 7.084205, loss_adv_gen: -154.450562, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:13:03,694 - INFO - [Train] step: 17699, loss_adv_disc: -6.426604, lr_disc: 0.000010
+2023-03-22 17:13:03,905 - INFO - [Train] step: 17699, loss_mpn: 0.042092, loss_rec: 0.145641, loss_semantic: 1.416140, loss_idmrf: 7.601309, loss_adv_gen: -171.660828, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:13:35,940 - INFO - [Train] step: 17799, loss_adv_disc: 3.684853, lr_disc: 0.000010
+2023-03-22 17:13:36,142 - INFO - [Train] step: 17799, loss_mpn: 0.025149, loss_rec: 0.058793, loss_semantic: 0.762749, loss_idmrf: 5.995538, loss_adv_gen: -95.366516, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:14:08,395 - INFO - [Train] step: 17899, loss_adv_disc: 0.480571, lr_disc: 0.000010
+2023-03-22 17:14:08,604 - INFO - [Train] step: 17899, loss_mpn: 0.018902, loss_rec: 0.106752, loss_semantic: 1.216048, loss_idmrf: 8.610924, loss_adv_gen: -88.745018, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:14:40,704 - INFO - [Train] step: 17999, loss_adv_disc: -8.672105, lr_disc: 0.000010
+2023-03-22 17:14:40,915 - INFO - [Train] step: 17999, loss_mpn: 0.025565, loss_rec: 0.081290, loss_semantic: 1.019520, loss_idmrf: 6.897911, loss_adv_gen: -102.895103, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:15:33,678 - INFO - [Eval] step: 17999, bce: 0.052058, psnr: 22.818575, ssim: 0.779992, lpips: 0.181889
+2023-03-22 17:16:09,741 - INFO - [Train] step: 18099, loss_adv_disc: -2.602597, lr_disc: 0.000010
+2023-03-22 17:16:09,945 - INFO - [Train] step: 18099, loss_mpn: 0.019203, loss_rec: 0.089990, loss_semantic: 1.054719, loss_idmrf: 4.221957, loss_adv_gen: -159.619766, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:16:41,649 - INFO - [Train] step: 18199, loss_adv_disc: 2.959021, lr_disc: 0.000010
+2023-03-22 17:16:41,867 - INFO - [Train] step: 18199, loss_mpn: 0.006356, loss_rec: 0.037217, loss_semantic: 0.517674, loss_idmrf: 2.427378, loss_adv_gen: -150.695099, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:17:14,043 - INFO - [Train] step: 18299, loss_adv_disc: -11.617477, lr_disc: 0.000010
+2023-03-22 17:17:14,246 - INFO - [Train] step: 18299, loss_mpn: 0.031997, loss_rec: 0.080754, loss_semantic: 0.757230, loss_idmrf: 4.406845, loss_adv_gen: -110.603073, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:17:46,020 - INFO - [Train] step: 18399, loss_adv_disc: -2.350550, lr_disc: 0.000010
+2023-03-22 17:17:46,225 - INFO - [Train] step: 18399, loss_mpn: 0.018586, loss_rec: 0.089430, loss_semantic: 1.127424, loss_idmrf: 6.171260, loss_adv_gen: -167.781311, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:18:19,269 - INFO - [Train] step: 18499, loss_adv_disc: 1.017744, lr_disc: 0.000010
+2023-03-22 17:18:19,490 - INFO - [Train] step: 18499, loss_mpn: 0.032106, loss_rec: 0.139509, loss_semantic: 1.137980, loss_idmrf: 4.677369, loss_adv_gen: -214.794052, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:18:52,618 - INFO - [Train] step: 18599, loss_adv_disc: -0.165801, lr_disc: 0.000010
+2023-03-22 17:18:52,827 - INFO - [Train] step: 18599, loss_mpn: 0.018384, loss_rec: 0.047049, loss_semantic: 0.479937, loss_idmrf: 4.295403, loss_adv_gen: -118.451202, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:19:24,785 - INFO - [Train] step: 18699, loss_adv_disc: 3.096563, lr_disc: 0.000010
+2023-03-22 17:19:24,993 - INFO - [Train] step: 18699, loss_mpn: 0.027743, loss_rec: 0.082280, loss_semantic: 0.790401, loss_idmrf: 4.703778, loss_adv_gen: -159.074646, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:19:57,214 - INFO - [Train] step: 18799, loss_adv_disc: 2.123058, lr_disc: 0.000010
+2023-03-22 17:19:57,429 - INFO - [Train] step: 18799, loss_mpn: 0.011854, loss_rec: 0.028071, loss_semantic: 0.363795, loss_idmrf: 2.118062, loss_adv_gen: -85.883690, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:20:29,672 - INFO - [Train] step: 18899, loss_adv_disc: -0.076762, lr_disc: 0.000010
+2023-03-22 17:20:29,892 - INFO - [Train] step: 18899, loss_mpn: 0.046520, loss_rec: 0.126094, loss_semantic: 1.169849, loss_idmrf: 8.770046, loss_adv_gen: -177.526016, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:21:01,572 - INFO - [Train] step: 18999, loss_adv_disc: 4.941015, lr_disc: 0.000010
+2023-03-22 17:21:01,778 - INFO - [Train] step: 18999, loss_mpn: 0.052832, loss_rec: 0.077620, loss_semantic: 0.776676, loss_idmrf: 8.937167, loss_adv_gen: -101.829636, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:21:55,369 - INFO - [Eval] step: 18999, bce: 0.053716, psnr: 22.676443, ssim: 0.779819, lpips: 0.180924
+2023-03-22 17:22:31,455 - INFO - [Train] step: 19099, loss_adv_disc: -5.625144, lr_disc: 0.000010
+2023-03-22 17:22:31,663 - INFO - [Train] step: 19099, loss_mpn: 0.033313, loss_rec: 0.071072, loss_semantic: 0.773079, loss_idmrf: 4.467847, loss_adv_gen: -111.785439, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:23:03,668 - INFO - [Train] step: 19199, loss_adv_disc: 3.203944, lr_disc: 0.000010
+2023-03-22 17:23:03,877 - INFO - [Train] step: 19199, loss_mpn: 0.008466, loss_rec: 0.031045, loss_semantic: 0.516332, loss_idmrf: 1.563596, loss_adv_gen: -83.976112, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:23:36,030 - INFO - [Train] step: 19299, loss_adv_disc: -6.715642, lr_disc: 0.000010
+2023-03-22 17:23:36,237 - INFO - [Train] step: 19299, loss_mpn: 0.046253, loss_rec: 0.109800, loss_semantic: 1.147541, loss_idmrf: 5.978444, loss_adv_gen: -167.363541, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:24:08,592 - INFO - [Train] step: 19399, loss_adv_disc: -2.134371, lr_disc: 0.000010
+2023-03-22 17:24:08,799 - INFO - [Train] step: 19399, loss_mpn: 0.013580, loss_rec: 0.057120, loss_semantic: 0.628287, loss_idmrf: 3.356387, loss_adv_gen: -114.441452, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:24:41,993 - INFO - [Train] step: 19499, loss_adv_disc: -3.749107, lr_disc: 0.000010
+2023-03-22 17:24:42,204 - INFO - [Train] step: 19499, loss_mpn: 0.018448, loss_rec: 0.055331, loss_semantic: 0.713880, loss_idmrf: 4.035744, loss_adv_gen: -114.005478, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:25:14,036 - INFO - [Train] step: 19599, loss_adv_disc: -0.389154, lr_disc: 0.000010
+2023-03-22 17:25:14,249 - INFO - [Train] step: 19599, loss_mpn: 0.009800, loss_rec: 0.062858, loss_semantic: 0.732019, loss_idmrf: 2.214247, loss_adv_gen: -161.670731, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:25:45,866 - INFO - [Train] step: 19699, loss_adv_disc: -2.055801, lr_disc: 0.000010
+2023-03-22 17:25:46,076 - INFO - [Train] step: 19699, loss_mpn: 0.015963, loss_rec: 0.068001, loss_semantic: 0.722669, loss_idmrf: 2.991668, loss_adv_gen: -131.729065, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:26:17,939 - INFO - [Train] step: 19799, loss_adv_disc: -4.849801, lr_disc: 0.000010
+2023-03-22 17:26:18,157 - INFO - [Train] step: 19799, loss_mpn: 0.037380, loss_rec: 0.096375, loss_semantic: 1.111842, loss_idmrf: 6.158163, loss_adv_gen: -139.671951, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:26:50,546 - INFO - [Train] step: 19899, loss_adv_disc: 3.770803, lr_disc: 0.000010
+2023-03-22 17:26:50,750 - INFO - [Train] step: 19899, loss_mpn: 0.019891, loss_rec: 0.086104, loss_semantic: 1.036681, loss_idmrf: 3.900488, loss_adv_gen: -169.653488, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:27:22,355 - INFO - [Train] step: 19999, loss_adv_disc: 0.120098, lr_disc: 0.000010
+2023-03-22 17:27:22,563 - INFO - [Train] step: 19999, loss_mpn: 0.034121, loss_rec: 0.061341, loss_semantic: 0.811007, loss_idmrf: 4.963180, loss_adv_gen: -141.641037, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:28:15,022 - INFO - [Eval] step: 19999, bce: 0.052619, psnr: 22.629114, ssim: 0.778254, lpips: 0.180502
+2023-03-22 17:28:51,357 - INFO - [Train] step: 20099, loss_adv_disc: -4.935840, lr_disc: 0.000010
+2023-03-22 17:28:51,566 - INFO - [Train] step: 20099, loss_mpn: 0.035661, loss_rec: 0.083916, loss_semantic: 0.939898, loss_idmrf: 4.814345, loss_adv_gen: -98.652100, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:29:22,746 - INFO - [Train] step: 20199, loss_adv_disc: -2.811429, lr_disc: 0.000010
+2023-03-22 17:29:22,963 - INFO - [Train] step: 20199, loss_mpn: 0.020926, loss_rec: 0.065589, loss_semantic: 0.819276, loss_idmrf: 5.019017, loss_adv_gen: -109.879707, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:29:54,744 - INFO - [Train] step: 20299, loss_adv_disc: -0.619123, lr_disc: 0.000010
+2023-03-22 17:29:54,954 - INFO - [Train] step: 20299, loss_mpn: 0.015137, loss_rec: 0.085291, loss_semantic: 0.891246, loss_idmrf: 3.837071, loss_adv_gen: -158.262589, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:30:27,242 - INFO - [Train] step: 20399, loss_adv_disc: -0.975706, lr_disc: 0.000010
+2023-03-22 17:30:27,451 - INFO - [Train] step: 20399, loss_mpn: 0.041072, loss_rec: 0.132144, loss_semantic: 1.175439, loss_idmrf: 6.692090, loss_adv_gen: -143.298492, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:31:00,095 - INFO - [Train] step: 20499, loss_adv_disc: -0.181957, lr_disc: 0.000010
+2023-03-22 17:31:00,312 - INFO - [Train] step: 20499, loss_mpn: 0.007685, loss_rec: 0.040432, loss_semantic: 0.513275, loss_idmrf: 2.068602, loss_adv_gen: -159.562531, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:31:32,596 - INFO - [Train] step: 20599, loss_adv_disc: -4.867482, lr_disc: 0.000010
+2023-03-22 17:31:32,805 - INFO - [Train] step: 20599, loss_mpn: 0.033118, loss_rec: 0.099181, loss_semantic: 0.935429, loss_idmrf: 8.201267, loss_adv_gen: -126.615524, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:32:05,107 - INFO - [Train] step: 20699, loss_adv_disc: 0.466767, lr_disc: 0.000010
+2023-03-22 17:32:05,315 - INFO - [Train] step: 20699, loss_mpn: 0.015314, loss_rec: 0.064306, loss_semantic: 0.707666, loss_idmrf: 2.172234, loss_adv_gen: -155.590073, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:32:37,190 - INFO - [Train] step: 20799, loss_adv_disc: 3.044280, lr_disc: 0.000010
+2023-03-22 17:32:37,399 - INFO - [Train] step: 20799, loss_mpn: 0.007350, loss_rec: 0.034586, loss_semantic: 0.535264, loss_idmrf: 2.172234, loss_adv_gen: -151.658035, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:33:09,222 - INFO - [Train] step: 20899, loss_adv_disc: -2.227489, lr_disc: 0.000010
+2023-03-22 17:33:09,426 - INFO - [Train] step: 20899, loss_mpn: 0.120479, loss_rec: 0.117010, loss_semantic: 1.269935, loss_idmrf: 7.260177, loss_adv_gen: -176.386536, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:33:41,042 - INFO - [Train] step: 20999, loss_adv_disc: -1.546302, lr_disc: 0.000010
+2023-03-22 17:33:41,250 - INFO - [Train] step: 20999, loss_mpn: 0.023766, loss_rec: 0.108054, loss_semantic: 0.968813, loss_idmrf: 4.666518, loss_adv_gen: -149.622528, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:34:34,191 - INFO - [Eval] step: 20999, bce: 0.052910, psnr: 22.722858, ssim: 0.778104, lpips: 0.181204
+2023-03-22 17:35:10,457 - INFO - [Train] step: 21099, loss_adv_disc: 4.923074, lr_disc: 0.000010
+2023-03-22 17:35:10,678 - INFO - [Train] step: 21099, loss_mpn: 0.031855, loss_rec: 0.101761, loss_semantic: 0.783898, loss_idmrf: 7.697135, loss_adv_gen: -122.342926, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:35:42,533 - INFO - [Train] step: 21199, loss_adv_disc: -1.683553, lr_disc: 0.000010
+2023-03-22 17:35:42,745 - INFO - [Train] step: 21199, loss_mpn: 0.012343, loss_rec: 0.085360, loss_semantic: 0.714965, loss_idmrf: 2.005973, loss_adv_gen: -191.908417, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:36:14,905 - INFO - [Train] step: 21299, loss_adv_disc: -0.202545, lr_disc: 0.000010
+2023-03-22 17:36:15,115 - INFO - [Train] step: 21299, loss_mpn: 0.017877, loss_rec: 0.075270, loss_semantic: 0.894043, loss_idmrf: 6.715331, loss_adv_gen: -150.987457, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:36:48,067 - INFO - [Train] step: 21399, loss_adv_disc: -4.827122, lr_disc: 0.000010
+2023-03-22 17:36:48,281 - INFO - [Train] step: 21399, loss_mpn: 0.032447, loss_rec: 0.123206, loss_semantic: 1.125658, loss_idmrf: 5.006328, loss_adv_gen: -196.458893, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:37:20,824 - INFO - [Train] step: 21499, loss_adv_disc: -0.324798, lr_disc: 0.000010
+2023-03-22 17:37:21,040 - INFO - [Train] step: 21499, loss_mpn: 0.014573, loss_rec: 0.057756, loss_semantic: 0.603942, loss_idmrf: 3.720561, loss_adv_gen: -129.579559, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:37:53,039 - INFO - [Train] step: 21599, loss_adv_disc: -0.673047, lr_disc: 0.000010
+2023-03-22 17:37:53,246 - INFO - [Train] step: 21599, loss_mpn: 0.047003, loss_rec: 0.102177, loss_semantic: 1.067086, loss_idmrf: 7.935966, loss_adv_gen: -137.195618, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:38:25,545 - INFO - [Train] step: 21699, loss_adv_disc: 1.605184, lr_disc: 0.000010
+2023-03-22 17:38:25,764 - INFO - [Train] step: 21699, loss_mpn: 0.004597, loss_rec: 0.035780, loss_semantic: 0.480494, loss_idmrf: 2.782490, loss_adv_gen: -114.481636, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:38:57,739 - INFO - [Train] step: 21799, loss_adv_disc: 0.820178, lr_disc: 0.000010
+2023-03-22 17:38:57,951 - INFO - [Train] step: 21799, loss_mpn: 0.031628, loss_rec: 0.118508, loss_semantic: 1.102274, loss_idmrf: 5.160449, loss_adv_gen: -201.183105, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:39:30,009 - INFO - [Train] step: 21899, loss_adv_disc: -2.248199, lr_disc: 0.000010
+2023-03-22 17:39:30,223 - INFO - [Train] step: 21899, loss_mpn: 0.034087, loss_rec: 0.096626, loss_semantic: 1.004385, loss_idmrf: 8.323100, loss_adv_gen: -140.439453, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:40:02,386 - INFO - [Train] step: 21999, loss_adv_disc: -0.886033, lr_disc: 0.000010
+2023-03-22 17:40:02,597 - INFO - [Train] step: 21999, loss_mpn: 0.014133, loss_rec: 0.079261, loss_semantic: 0.821346, loss_idmrf: 4.819209, loss_adv_gen: -146.318787, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:40:54,670 - INFO - [Eval] step: 21999, bce: 0.052257, psnr: 22.641878, ssim: 0.778792, lpips: 0.179285
+2023-03-22 17:41:30,086 - INFO - [Train] step: 22099, loss_adv_disc: -1.039064, lr_disc: 0.000010
+2023-03-22 17:41:30,307 - INFO - [Train] step: 22099, loss_mpn: 0.043238, loss_rec: 0.108965, loss_semantic: 0.990787, loss_idmrf: 5.910061, loss_adv_gen: -129.513397, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:42:02,087 - INFO - [Train] step: 22199, loss_adv_disc: -4.538846, lr_disc: 0.000010
+2023-03-22 17:42:02,297 - INFO - [Train] step: 22199, loss_mpn: 0.014354, loss_rec: 0.062802, loss_semantic: 0.750789, loss_idmrf: 3.604683, loss_adv_gen: -139.003525, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:42:34,409 - INFO - [Train] step: 22299, loss_adv_disc: -0.906525, lr_disc: 0.000010
+2023-03-22 17:42:34,617 - INFO - [Train] step: 22299, loss_mpn: 0.020012, loss_rec: 0.043643, loss_semantic: 0.590050, loss_idmrf: 4.288109, loss_adv_gen: -115.856361, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:43:07,308 - INFO - [Train] step: 22399, loss_adv_disc: -5.967821, lr_disc: 0.000010
+2023-03-22 17:43:07,522 - INFO - [Train] step: 22399, loss_mpn: 0.019681, loss_rec: 0.063057, loss_semantic: 0.649912, loss_idmrf: 2.893077, loss_adv_gen: -157.041382, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:43:40,306 - INFO - [Train] step: 22499, loss_adv_disc: -2.793272, lr_disc: 0.000010
+2023-03-22 17:43:40,519 - INFO - [Train] step: 22499, loss_mpn: 0.037363, loss_rec: 0.165144, loss_semantic: 1.293593, loss_idmrf: 5.676499, loss_adv_gen: -204.602158, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:44:12,760 - INFO - [Train] step: 22599, loss_adv_disc: 7.225169, lr_disc: 0.000010
+2023-03-22 17:44:12,969 - INFO - [Train] step: 22599, loss_mpn: 0.000654, loss_rec: 0.029219, loss_semantic: 0.358574, loss_idmrf: 0.177534, loss_adv_gen: -166.638855, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:44:44,592 - INFO - [Train] step: 22699, loss_adv_disc: 18.208599, lr_disc: 0.000010
+2023-03-22 17:44:44,798 - INFO - [Train] step: 22699, loss_mpn: 0.053584, loss_rec: 0.114641, loss_semantic: 0.950647, loss_idmrf: 6.026810, loss_adv_gen: -157.114883, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:45:16,796 - INFO - [Train] step: 22799, loss_adv_disc: -1.773854, lr_disc: 0.000010
+2023-03-22 17:45:17,006 - INFO - [Train] step: 22799, loss_mpn: 0.008711, loss_rec: 0.062989, loss_semantic: 0.699734, loss_idmrf: 3.342057, loss_adv_gen: -109.996758, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:45:49,224 - INFO - [Train] step: 22899, loss_adv_disc: -4.276712, lr_disc: 0.000010
+2023-03-22 17:45:49,434 - INFO - [Train] step: 22899, loss_mpn: 0.067335, loss_rec: 0.073705, loss_semantic: 0.918288, loss_idmrf: 9.091087, loss_adv_gen: -111.985703, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:46:21,449 - INFO - [Train] step: 22999, loss_adv_disc: -7.547848, lr_disc: 0.000010
+2023-03-22 17:46:21,659 - INFO - [Train] step: 22999, loss_mpn: 0.019848, loss_rec: 0.086848, loss_semantic: 0.811895, loss_idmrf: 3.762579, loss_adv_gen: -142.066254, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:47:14,179 - INFO - [Eval] step: 22999, bce: 0.052830, psnr: 22.756437, ssim: 0.780999, lpips: 0.179096
+2023-03-22 17:47:50,373 - INFO - [Train] step: 23099, loss_adv_disc: -2.327755, lr_disc: 0.000010
+2023-03-22 17:47:50,581 - INFO - [Train] step: 23099, loss_mpn: 0.033103, loss_rec: 0.083522, loss_semantic: 0.913595, loss_idmrf: 9.819893, loss_adv_gen: -112.500832, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:48:22,049 - INFO - [Train] step: 23199, loss_adv_disc: 0.916194, lr_disc: 0.000010
+2023-03-22 17:48:22,257 - INFO - [Train] step: 23199, loss_mpn: 0.018530, loss_rec: 0.085227, loss_semantic: 0.844854, loss_idmrf: 6.213916, loss_adv_gen: -126.823044, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:48:54,364 - INFO - [Train] step: 23299, loss_adv_disc: -7.196583, lr_disc: 0.000010
+2023-03-22 17:48:54,575 - INFO - [Train] step: 23299, loss_mpn: 0.028261, loss_rec: 0.072079, loss_semantic: 0.816948, loss_idmrf: 8.238970, loss_adv_gen: -107.641037, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:49:27,105 - INFO - [Train] step: 23399, loss_adv_disc: -0.975646, lr_disc: 0.000010
+2023-03-22 17:49:27,324 - INFO - [Train] step: 23399, loss_mpn: 0.012894, loss_rec: 0.059604, loss_semantic: 0.742092, loss_idmrf: 4.553014, loss_adv_gen: -142.726440, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:49:59,661 - INFO - [Train] step: 23499, loss_adv_disc: -3.367195, lr_disc: 0.000010
+2023-03-22 17:49:59,873 - INFO - [Train] step: 23499, loss_mpn: 0.019336, loss_rec: 0.081199, loss_semantic: 0.905685, loss_idmrf: 7.409457, loss_adv_gen: -124.480225, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:50:31,946 - INFO - [Train] step: 23599, loss_adv_disc: -2.839918, lr_disc: 0.000010
+2023-03-22 17:50:32,165 - INFO - [Train] step: 23599, loss_mpn: 0.048313, loss_rec: 0.105186, loss_semantic: 0.958896, loss_idmrf: 6.789885, loss_adv_gen: -143.420471, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:51:04,279 - INFO - [Train] step: 23699, loss_adv_disc: 2.099380, lr_disc: 0.000010
+2023-03-22 17:51:04,486 - INFO - [Train] step: 23699, loss_mpn: 0.044135, loss_rec: 0.104675, loss_semantic: 1.065280, loss_idmrf: 6.775833, loss_adv_gen: -161.731888, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:51:36,339 - INFO - [Train] step: 23799, loss_adv_disc: 1.348255, lr_disc: 0.000010
+2023-03-22 17:51:36,547 - INFO - [Train] step: 23799, loss_mpn: 0.017378, loss_rec: 0.058656, loss_semantic: 0.765006, loss_idmrf: 3.225590, loss_adv_gen: -167.648148, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:52:08,831 - INFO - [Train] step: 23899, loss_adv_disc: -6.259533, lr_disc: 0.000010
+2023-03-22 17:52:09,051 - INFO - [Train] step: 23899, loss_mpn: 0.013759, loss_rec: 0.077849, loss_semantic: 0.741951, loss_idmrf: 4.032968, loss_adv_gen: -111.045624, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:52:40,940 - INFO - [Train] step: 23999, loss_adv_disc: -11.442242, lr_disc: 0.000010
+2023-03-22 17:52:41,154 - INFO - [Train] step: 23999, loss_mpn: 0.035048, loss_rec: 0.138089, loss_semantic: 1.083114, loss_idmrf: 5.983726, loss_adv_gen: -185.944107, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:53:33,905 - INFO - [Eval] step: 23999, bce: 0.052884, psnr: 22.701483, ssim: 0.780818, lpips: 0.178631
+2023-03-22 17:54:09,648 - INFO - [Train] step: 24099, loss_adv_disc: -2.431034, lr_disc: 0.000010
+2023-03-22 17:54:09,858 - INFO - [Train] step: 24099, loss_mpn: 0.029378, loss_rec: 0.061479, loss_semantic: 0.817769, loss_idmrf: 4.833512, loss_adv_gen: -151.038177, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:54:41,762 - INFO - [Train] step: 24199, loss_adv_disc: -17.506191, lr_disc: 0.000010
+2023-03-22 17:54:41,972 - INFO - [Train] step: 24199, loss_mpn: 0.019920, loss_rec: 0.156357, loss_semantic: 1.391891, loss_idmrf: 5.234617, loss_adv_gen: -194.901031, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:55:14,135 - INFO - [Train] step: 24299, loss_adv_disc: -2.760245, lr_disc: 0.000010
+2023-03-22 17:55:14,350 - INFO - [Train] step: 24299, loss_mpn: 0.020042, loss_rec: 0.080252, loss_semantic: 0.789982, loss_idmrf: 2.865726, loss_adv_gen: -146.656677, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:55:47,409 - INFO - [Train] step: 24399, loss_adv_disc: -3.008306, lr_disc: 0.000010
+2023-03-22 17:55:47,620 - INFO - [Train] step: 24399, loss_mpn: 0.013006, loss_rec: 0.082258, loss_semantic: 0.962450, loss_idmrf: 4.186349, loss_adv_gen: -161.144547, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:56:20,040 - INFO - [Train] step: 24499, loss_adv_disc: 0.000433, lr_disc: 0.000010
+2023-03-22 17:56:20,258 - INFO - [Train] step: 24499, loss_mpn: 0.034864, loss_rec: 0.083619, loss_semantic: 0.782093, loss_idmrf: 9.314084, loss_adv_gen: -144.975250, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:56:52,462 - INFO - [Train] step: 24599, loss_adv_disc: 4.326606, lr_disc: 0.000010
+2023-03-22 17:56:52,675 - INFO - [Train] step: 24599, loss_mpn: 0.010351, loss_rec: 0.072183, loss_semantic: 0.706405, loss_idmrf: 2.144023, loss_adv_gen: -181.737885, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:57:24,681 - INFO - [Train] step: 24699, loss_adv_disc: -3.232015, lr_disc: 0.000010
+2023-03-22 17:57:24,890 - INFO - [Train] step: 24699, loss_mpn: 0.046039, loss_rec: 0.166685, loss_semantic: 1.278126, loss_idmrf: 6.990700, loss_adv_gen: -168.447220, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:57:57,191 - INFO - [Train] step: 24799, loss_adv_disc: 1.804642, lr_disc: 0.000010
+2023-03-22 17:57:57,403 - INFO - [Train] step: 24799, loss_mpn: 0.017418, loss_rec: 0.058551, loss_semantic: 0.727492, loss_idmrf: 2.992234, loss_adv_gen: -121.456802, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:58:29,139 - INFO - [Train] step: 24899, loss_adv_disc: 3.130824, lr_disc: 0.000010
+2023-03-22 17:58:29,347 - INFO - [Train] step: 24899, loss_mpn: 0.010957, loss_rec: 0.063369, loss_semantic: 0.853222, loss_idmrf: 2.900390, loss_adv_gen: -113.387222, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:59:01,171 - INFO - [Train] step: 24999, loss_adv_disc: -0.643662, lr_disc: 0.000010
+2023-03-22 17:59:01,377 - INFO - [Train] step: 24999, loss_mpn: 0.032277, loss_rec: 0.071396, loss_semantic: 0.778822, loss_idmrf: 8.875052, loss_adv_gen: -134.040771, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:59:54,244 - INFO - [Eval] step: 24999, bce: 0.052711, psnr: 22.777483, ssim: 0.781855, lpips: 0.179064
+2023-03-22 18:00:30,651 - INFO - [Train] step: 25099, loss_adv_disc: -0.092814, lr_disc: 0.000010
+2023-03-22 18:00:30,862 - INFO - [Train] step: 25099, loss_mpn: 0.012863, loss_rec: 0.034913, loss_semantic: 0.517875, loss_idmrf: 4.116255, loss_adv_gen: -95.511871, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:01:01,943 - INFO - [Train] step: 25199, loss_adv_disc: 4.211401, lr_disc: 0.000010
+2023-03-22 18:01:02,151 - INFO - [Train] step: 25199, loss_mpn: 0.005090, loss_rec: 0.059207, loss_semantic: 0.691833, loss_idmrf: 1.768562, loss_adv_gen: -172.102844, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:01:35,085 - INFO - [Train] step: 25299, loss_adv_disc: 3.306675, lr_disc: 0.000010
+2023-03-22 18:01:35,306 - INFO - [Train] step: 25299, loss_mpn: 0.008899, loss_rec: 0.061249, loss_semantic: 0.785018, loss_idmrf: 1.872149, loss_adv_gen: -150.704865, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:02:08,292 - INFO - [Train] step: 25399, loss_adv_disc: 0.767909, lr_disc: 0.000010
+2023-03-22 18:02:08,508 - INFO - [Train] step: 25399, loss_mpn: 0.006358, loss_rec: 0.036405, loss_semantic: 0.499654, loss_idmrf: 2.116927, loss_adv_gen: -148.314575, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:02:40,736 - INFO - [Train] step: 25499, loss_adv_disc: 2.388865, lr_disc: 0.000010
+2023-03-22 18:02:40,941 - INFO - [Train] step: 25499, loss_mpn: 0.014404, loss_rec: 0.049109, loss_semantic: 0.706561, loss_idmrf: 4.864128, loss_adv_gen: -133.124573, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:03:13,895 - INFO - [Train] step: 25599, loss_adv_disc: -5.817029, lr_disc: 0.000010
+2023-03-22 18:03:14,106 - INFO - [Train] step: 25599, loss_mpn: 0.022627, loss_rec: 0.102379, loss_semantic: 1.006542, loss_idmrf: 6.401925, loss_adv_gen: -135.586975, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:03:45,986 - INFO - [Train] step: 25699, loss_adv_disc: 3.041782, lr_disc: 0.000010
+2023-03-22 18:03:46,199 - INFO - [Train] step: 25699, loss_mpn: 0.006953, loss_rec: 0.037913, loss_semantic: 0.460395, loss_idmrf: 1.330652, loss_adv_gen: -134.572418, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:04:17,760 - INFO - [Train] step: 25799, loss_adv_disc: -3.943167, lr_disc: 0.000010
+2023-03-22 18:04:17,970 - INFO - [Train] step: 25799, loss_mpn: 0.047773, loss_rec: 0.100154, loss_semantic: 0.820072, loss_idmrf: 4.412174, loss_adv_gen: -202.888458, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:04:49,981 - INFO - [Train] step: 25899, loss_adv_disc: 0.957006, lr_disc: 0.000010
+2023-03-22 18:04:50,186 - INFO - [Train] step: 25899, loss_mpn: 0.020933, loss_rec: 0.061610, loss_semantic: 0.933569, loss_idmrf: 4.300826, loss_adv_gen: -163.789871, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:05:22,516 - INFO - [Train] step: 25999, loss_adv_disc: 0.761975, lr_disc: 0.000010
+2023-03-22 18:05:22,728 - INFO - [Train] step: 25999, loss_mpn: 0.010719, loss_rec: 0.036518, loss_semantic: 0.676123, loss_idmrf: 5.052403, loss_adv_gen: -121.328293, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:06:15,017 - INFO - [Eval] step: 25999, bce: 0.052247, psnr: 22.823631, ssim: 0.782423, lpips: 0.178706
+2023-03-22 18:06:50,983 - INFO - [Train] step: 26099, loss_adv_disc: -8.989799, lr_disc: 0.000010
+2023-03-22 18:06:51,190 - INFO - [Train] step: 26099, loss_mpn: 0.039479, loss_rec: 0.127896, loss_semantic: 1.237950, loss_idmrf: 10.467438, loss_adv_gen: -179.228943, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:07:23,037 - INFO - [Train] step: 26199, loss_adv_disc: -2.402546, lr_disc: 0.000010
+2023-03-22 18:07:23,251 - INFO - [Train] step: 26199, loss_mpn: 0.032499, loss_rec: 0.096332, loss_semantic: 1.018069, loss_idmrf: 6.965861, loss_adv_gen: -122.849991, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:07:56,784 - INFO - [Train] step: 26299, loss_adv_disc: 13.284500, lr_disc: 0.000010
+2023-03-22 18:07:56,996 - INFO - [Train] step: 26299, loss_mpn: 0.023858, loss_rec: 0.077490, loss_semantic: 0.879644, loss_idmrf: 4.069221, loss_adv_gen: -212.743179, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:08:29,251 - INFO - [Train] step: 26399, loss_adv_disc: -4.096651, lr_disc: 0.000010
+2023-03-22 18:08:29,458 - INFO - [Train] step: 26399, loss_mpn: 0.008719, loss_rec: 0.044865, loss_semantic: 0.495393, loss_idmrf: 1.819529, loss_adv_gen: -141.049957, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:09:01,345 - INFO - [Train] step: 26499, loss_adv_disc: -6.754351, lr_disc: 0.000010
+2023-03-22 18:09:01,557 - INFO - [Train] step: 26499, loss_mpn: 0.018822, loss_rec: 0.100563, loss_semantic: 0.954899, loss_idmrf: 4.292665, loss_adv_gen: -183.755096, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:09:33,844 - INFO - [Train] step: 26599, loss_adv_disc: -1.069445, lr_disc: 0.000010
+2023-03-22 18:09:34,052 - INFO - [Train] step: 26599, loss_mpn: 0.030502, loss_rec: 0.062046, loss_semantic: 0.859775, loss_idmrf: 5.685155, loss_adv_gen: -115.802567, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:10:05,617 - INFO - [Train] step: 26699, loss_adv_disc: -3.493948, lr_disc: 0.000010
+2023-03-22 18:10:05,829 - INFO - [Train] step: 26699, loss_mpn: 0.025864, loss_rec: 0.092130, loss_semantic: 1.090339, loss_idmrf: 5.245983, loss_adv_gen: -181.936035, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:10:38,003 - INFO - [Train] step: 26799, loss_adv_disc: 2.431771, lr_disc: 0.000010
+2023-03-22 18:10:38,211 - INFO - [Train] step: 26799, loss_mpn: 0.009286, loss_rec: 0.055398, loss_semantic: 0.689765, loss_idmrf: 2.013869, loss_adv_gen: -180.034073, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:11:10,552 - INFO - [Train] step: 26899, loss_adv_disc: 6.332695, lr_disc: 0.000010
+2023-03-22 18:11:10,765 - INFO - [Train] step: 26899, loss_mpn: 0.006884, loss_rec: 0.064419, loss_semantic: 0.699235, loss_idmrf: 1.533425, loss_adv_gen: -202.408295, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:11:42,740 - INFO - [Train] step: 26999, loss_adv_disc: 1.028071, lr_disc: 0.000010
+2023-03-22 18:11:42,951 - INFO - [Train] step: 26999, loss_mpn: 0.037550, loss_rec: 0.107481, loss_semantic: 1.019793, loss_idmrf: 4.911984, loss_adv_gen: -180.567139, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:12:35,844 - INFO - [Eval] step: 26999, bce: 0.052764, psnr: 22.772125, ssim: 0.781725, lpips: 0.177741
+2023-03-22 18:13:11,620 - INFO - [Train] step: 27099, loss_adv_disc: -2.388075, lr_disc: 0.000010
+2023-03-22 18:13:11,831 - INFO - [Train] step: 27099, loss_mpn: 0.007072, loss_rec: 0.062001, loss_semantic: 0.614232, loss_idmrf: 2.564349, loss_adv_gen: -109.474548, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:13:44,611 - INFO - [Train] step: 27199, loss_adv_disc: 3.138319, lr_disc: 0.000010
+2023-03-22 18:13:44,825 - INFO - [Train] step: 27199, loss_mpn: 0.024422, loss_rec: 0.067429, loss_semantic: 0.922302, loss_idmrf: 5.130900, loss_adv_gen: -166.100784, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:14:17,888 - INFO - [Train] step: 27299, loss_adv_disc: -3.047060, lr_disc: 0.000010
+2023-03-22 18:14:18,094 - INFO - [Train] step: 27299, loss_mpn: 0.036764, loss_rec: 0.168506, loss_semantic: 1.667009, loss_idmrf: 6.626463, loss_adv_gen: -219.705673, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:14:50,567 - INFO - [Train] step: 27399, loss_adv_disc: 2.771086, lr_disc: 0.000010
+2023-03-22 18:14:50,776 - INFO - [Train] step: 27399, loss_mpn: 0.003919, loss_rec: 0.036748, loss_semantic: 0.413979, loss_idmrf: 0.832169, loss_adv_gen: -171.591858, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:15:23,129 - INFO - [Train] step: 27499, loss_adv_disc: 2.988466, lr_disc: 0.000010
+2023-03-22 18:15:23,339 - INFO - [Train] step: 27499, loss_mpn: 0.016173, loss_rec: 0.081495, loss_semantic: 0.891132, loss_idmrf: 3.400007, loss_adv_gen: -196.352020, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:15:55,375 - INFO - [Train] step: 27599, loss_adv_disc: -6.600296, lr_disc: 0.000010
+2023-03-22 18:15:55,579 - INFO - [Train] step: 27599, loss_mpn: 0.033987, loss_rec: 0.109183, loss_semantic: 0.951922, loss_idmrf: 4.380431, loss_adv_gen: -155.390976, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:16:27,264 - INFO - [Train] step: 27699, loss_adv_disc: 4.793263, lr_disc: 0.000010
+2023-03-22 18:16:27,474 - INFO - [Train] step: 27699, loss_mpn: 0.056599, loss_rec: 0.105990, loss_semantic: 0.942590, loss_idmrf: 7.922364, loss_adv_gen: -120.623962, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:16:59,546 - INFO - [Train] step: 27799, loss_adv_disc: -11.980597, lr_disc: 0.000010
+2023-03-22 18:16:59,762 - INFO - [Train] step: 27799, loss_mpn: 0.048251, loss_rec: 0.107331, loss_semantic: 1.025335, loss_idmrf: 7.588197, loss_adv_gen: -118.837677, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:17:31,491 - INFO - [Train] step: 27899, loss_adv_disc: 0.700673, lr_disc: 0.000010
+2023-03-22 18:17:31,700 - INFO - [Train] step: 27899, loss_mpn: 0.006600, loss_rec: 0.036519, loss_semantic: 0.500035, loss_idmrf: 2.996043, loss_adv_gen: -110.866386, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:18:03,881 - INFO - [Train] step: 27999, loss_adv_disc: 3.879267, lr_disc: 0.000010
+2023-03-22 18:18:04,090 - INFO - [Train] step: 27999, loss_mpn: 0.014335, loss_rec: 0.090740, loss_semantic: 0.989326, loss_idmrf: 3.241901, loss_adv_gen: -172.387085, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:18:57,481 - INFO - [Eval] step: 27999, bce: 0.052115, psnr: 22.818758, ssim: 0.780231, lpips: 0.178479
+2023-03-22 18:19:33,511 - INFO - [Train] step: 28099, loss_adv_disc: 2.737529, lr_disc: 0.000010
+2023-03-22 18:19:33,728 - INFO - [Train] step: 28099, loss_mpn: 0.015927, loss_rec: 0.052988, loss_semantic: 0.638649, loss_idmrf: 3.435714, loss_adv_gen: -105.030365, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:20:06,698 - INFO - [Train] step: 28199, loss_adv_disc: -4.880127, lr_disc: 0.000010
+2023-03-22 18:20:06,916 - INFO - [Train] step: 28199, loss_mpn: 0.014233, loss_rec: 0.089313, loss_semantic: 0.934789, loss_idmrf: 3.017285, loss_adv_gen: -146.989960, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:20:39,711 - INFO - [Train] step: 28299, loss_adv_disc: -0.537812, lr_disc: 0.000010
+2023-03-22 18:20:39,925 - INFO - [Train] step: 28299, loss_mpn: 0.026300, loss_rec: 0.077722, loss_semantic: 0.902556, loss_idmrf: 4.371248, loss_adv_gen: -155.575546, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:21:12,332 - INFO - [Train] step: 28399, loss_adv_disc: -0.815321, lr_disc: 0.000010
+2023-03-22 18:21:12,546 - INFO - [Train] step: 28399, loss_mpn: 0.016492, loss_rec: 0.088612, loss_semantic: 0.928138, loss_idmrf: 4.671016, loss_adv_gen: -140.848145, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:21:44,713 - INFO - [Train] step: 28499, loss_adv_disc: -5.912107, lr_disc: 0.000010
+2023-03-22 18:21:44,933 - INFO - [Train] step: 28499, loss_mpn: 0.046715, loss_rec: 0.078953, loss_semantic: 0.752223, loss_idmrf: 9.147748, loss_adv_gen: -89.125351, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:22:17,016 - INFO - [Train] step: 28599, loss_adv_disc: 3.754743, lr_disc: 0.000010
+2023-03-22 18:22:17,233 - INFO - [Train] step: 28599, loss_mpn: 0.004177, loss_rec: 0.040475, loss_semantic: 0.463498, loss_idmrf: 1.473791, loss_adv_gen: -139.759995, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:22:49,520 - INFO - [Train] step: 28699, loss_adv_disc: 4.033917, lr_disc: 0.000010
+2023-03-22 18:22:49,738 - INFO - [Train] step: 28699, loss_mpn: 0.006763, loss_rec: 0.066419, loss_semantic: 0.589868, loss_idmrf: 1.357827, loss_adv_gen: -194.393143, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:23:22,171 - INFO - [Train] step: 28799, loss_adv_disc: -1.534342, lr_disc: 0.000010
+2023-03-22 18:23:22,388 - INFO - [Train] step: 28799, loss_mpn: 0.038465, loss_rec: 0.056852, loss_semantic: 0.773161, loss_idmrf: 4.558690, loss_adv_gen: -140.150040, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:23:54,465 - INFO - [Train] step: 28899, loss_adv_disc: 2.055019, lr_disc: 0.000010
+2023-03-22 18:23:54,679 - INFO - [Train] step: 28899, loss_mpn: 0.019519, loss_rec: 0.081518, loss_semantic: 0.829721, loss_idmrf: 4.938093, loss_adv_gen: -187.648132, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:24:26,516 - INFO - [Train] step: 28999, loss_adv_disc: -7.315333, lr_disc: 0.000010
+2023-03-22 18:24:26,722 - INFO - [Train] step: 28999, loss_mpn: 0.018051, loss_rec: 0.083268, loss_semantic: 0.818358, loss_idmrf: 4.737730, loss_adv_gen: -154.395386, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:25:20,441 - INFO - [Eval] step: 28999, bce: 0.051461, psnr: 22.692116, ssim: 0.780984, lpips: 0.179180
+2023-03-22 18:25:56,681 - INFO - [Train] step: 29099, loss_adv_disc: -2.404344, lr_disc: 0.000010
+2023-03-22 18:25:56,894 - INFO - [Train] step: 29099, loss_mpn: 0.008207, loss_rec: 0.053729, loss_semantic: 0.621618, loss_idmrf: 3.046955, loss_adv_gen: -109.835602, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:26:29,522 - INFO - [Train] step: 29199, loss_adv_disc: 2.335642, lr_disc: 0.000010
+2023-03-22 18:26:29,750 - INFO - [Train] step: 29199, loss_mpn: 0.027532, loss_rec: 0.091014, loss_semantic: 0.952060, loss_idmrf: 4.603942, loss_adv_gen: -191.857407, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:27:02,042 - INFO - [Train] step: 29299, loss_adv_disc: -1.902862, lr_disc: 0.000010
+2023-03-22 18:27:02,251 - INFO - [Train] step: 29299, loss_mpn: 0.033393, loss_rec: 0.045872, loss_semantic: 0.675044, loss_idmrf: 6.172787, loss_adv_gen: -120.541191, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:27:34,575 - INFO - [Train] step: 29399, loss_adv_disc: 0.306918, lr_disc: 0.000010
+2023-03-22 18:27:34,782 - INFO - [Train] step: 29399, loss_mpn: 0.012683, loss_rec: 0.051331, loss_semantic: 0.654646, loss_idmrf: 2.510042, loss_adv_gen: -137.866760, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:28:06,300 - INFO - [Train] step: 29499, loss_adv_disc: -0.144077, lr_disc: 0.000010
+2023-03-22 18:28:06,504 - INFO - [Train] step: 29499, loss_mpn: 0.018260, loss_rec: 0.042280, loss_semantic: 0.519645, loss_idmrf: 5.984403, loss_adv_gen: -67.319481, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:28:38,360 - INFO - [Train] step: 29599, loss_adv_disc: 2.099540, lr_disc: 0.000010
+2023-03-22 18:28:38,573 - INFO - [Train] step: 29599, loss_mpn: 0.013557, loss_rec: 0.054269, loss_semantic: 0.638183, loss_idmrf: 3.203873, loss_adv_gen: -172.250946, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:29:11,054 - INFO - [Train] step: 29699, loss_adv_disc: 4.681043, lr_disc: 0.000010
+2023-03-22 18:29:11,268 - INFO - [Train] step: 29699, loss_mpn: 0.027584, loss_rec: 0.063827, loss_semantic: 0.608561, loss_idmrf: 5.337052, loss_adv_gen: -130.806915, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:29:42,644 - INFO - [Train] step: 29799, loss_adv_disc: 4.419410, lr_disc: 0.000010
+2023-03-22 18:29:42,854 - INFO - [Train] step: 29799, loss_mpn: 0.004415, loss_rec: 0.037422, loss_semantic: 0.467807, loss_idmrf: 1.666768, loss_adv_gen: -141.286713, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:30:14,318 - INFO - [Train] step: 29899, loss_adv_disc: 13.234772, lr_disc: 0.000010
+2023-03-22 18:30:14,525 - INFO - [Train] step: 29899, loss_mpn: 0.024278, loss_rec: 0.103210, loss_semantic: 0.984667, loss_idmrf: 3.832490, loss_adv_gen: -200.942657, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:30:47,068 - INFO - [Train] step: 29999, loss_adv_disc: 2.420945, lr_disc: 0.000010
+2023-03-22 18:30:47,278 - INFO - [Train] step: 29999, loss_mpn: 0.011562, loss_rec: 0.036155, loss_semantic: 0.551581, loss_idmrf: 3.823433, loss_adv_gen: -117.910110, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:31:40,470 - INFO - [Eval] step: 29999, bce: 0.052471, psnr: 22.794807, ssim: 0.781767, lpips: 0.178374
+2023-03-22 18:32:16,503 - INFO - [Train] step: 30099, loss_adv_disc: 1.544376, lr_disc: 0.000010
+2023-03-22 18:32:16,713 - INFO - [Train] step: 30099, loss_mpn: 0.013349, loss_rec: 0.083873, loss_semantic: 0.948153, loss_idmrf: 3.240194, loss_adv_gen: -172.408203, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:32:48,799 - INFO - [Train] step: 30199, loss_adv_disc: -4.080363, lr_disc: 0.000010
+2023-03-22 18:32:49,011 - INFO - [Train] step: 30199, loss_mpn: 0.030043, loss_rec: 0.101165, loss_semantic: 1.213793, loss_idmrf: 7.600543, loss_adv_gen: -158.700531, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:33:21,821 - INFO - [Train] step: 30299, loss_adv_disc: -0.289678, lr_disc: 0.000010
+2023-03-22 18:33:22,037 - INFO - [Train] step: 30299, loss_mpn: 0.019135, loss_rec: 0.064844, loss_semantic: 0.709198, loss_idmrf: 4.443289, loss_adv_gen: -189.980408, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:33:53,162 - INFO - [Train] step: 30399, loss_adv_disc: 1.590932, lr_disc: 0.000010
+2023-03-22 18:33:53,368 - INFO - [Train] step: 30399, loss_mpn: 0.037380, loss_rec: 0.095170, loss_semantic: 0.934326, loss_idmrf: 5.228593, loss_adv_gen: -125.057747, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:34:25,099 - INFO - [Train] step: 30499, loss_adv_disc: 4.909083, lr_disc: 0.000010
+2023-03-22 18:34:25,312 - INFO - [Train] step: 30499, loss_mpn: 0.024470, loss_rec: 0.067876, loss_semantic: 0.881620, loss_idmrf: 3.934163, loss_adv_gen: -173.992569, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:34:58,046 - INFO - [Train] step: 30599, loss_adv_disc: -0.609324, lr_disc: 0.000010
+2023-03-22 18:34:58,254 - INFO - [Train] step: 30599, loss_mpn: 0.021299, loss_rec: 0.086610, loss_semantic: 0.734024, loss_idmrf: 5.003702, loss_adv_gen: -173.789551, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:35:30,084 - INFO - [Train] step: 30699, loss_adv_disc: -4.745232, lr_disc: 0.000010
+2023-03-22 18:35:30,287 - INFO - [Train] step: 30699, loss_mpn: 0.027754, loss_rec: 0.103390, loss_semantic: 0.863636, loss_idmrf: 4.784951, loss_adv_gen: -145.179855, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:36:02,116 - INFO - [Train] step: 30799, loss_adv_disc: -1.391170, lr_disc: 0.000010
+2023-03-22 18:36:02,332 - INFO - [Train] step: 30799, loss_mpn: 0.008932, loss_rec: 0.074486, loss_semantic: 0.677987, loss_idmrf: 2.420106, loss_adv_gen: -170.148743, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:36:34,437 - INFO - [Train] step: 30899, loss_adv_disc: 2.337879, lr_disc: 0.000010
+2023-03-22 18:36:34,644 - INFO - [Train] step: 30899, loss_mpn: 0.002094, loss_rec: 0.021982, loss_semantic: 0.319362, loss_idmrf: 0.498802, loss_adv_gen: -121.339478, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:37:06,372 - INFO - [Train] step: 30999, loss_adv_disc: 4.244362, lr_disc: 0.000010
+2023-03-22 18:37:06,577 - INFO - [Train] step: 30999, loss_mpn: 0.016893, loss_rec: 0.038980, loss_semantic: 0.500855, loss_idmrf: 4.804481, loss_adv_gen: -147.937469, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:37:59,719 - INFO - [Eval] step: 30999, bce: 0.052538, psnr: 22.732206, ssim: 0.780073, lpips: 0.178272
+2023-03-22 18:38:35,765 - INFO - [Train] step: 31099, loss_adv_disc: 1.927811, lr_disc: 0.000010
+2023-03-22 18:38:35,976 - INFO - [Train] step: 31099, loss_mpn: 0.017231, loss_rec: 0.082695, loss_semantic: 0.832258, loss_idmrf: 4.302440, loss_adv_gen: -175.135925, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:39:08,339 - INFO - [Train] step: 31199, loss_adv_disc: 8.091308, lr_disc: 0.000010
+2023-03-22 18:39:08,547 - INFO - [Train] step: 31199, loss_mpn: 0.046893, loss_rec: 0.133271, loss_semantic: 1.160820, loss_idmrf: 8.529903, loss_adv_gen: -156.065735, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:39:40,493 - INFO - [Train] step: 31299, loss_adv_disc: 2.525903, lr_disc: 0.000010
+2023-03-22 18:39:40,705 - INFO - [Train] step: 31299, loss_mpn: 0.035881, loss_rec: 0.106432, loss_semantic: 1.135523, loss_idmrf: 7.746834, loss_adv_gen: -159.433380, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:40:12,240 - INFO - [Train] step: 31399, loss_adv_disc: -2.057326, lr_disc: 0.000010
+2023-03-22 18:40:12,442 - INFO - [Train] step: 31399, loss_mpn: 0.029159, loss_rec: 0.132159, loss_semantic: 1.200731, loss_idmrf: 6.509078, loss_adv_gen: -192.050934, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:40:44,629 - INFO - [Train] step: 31499, loss_adv_disc: -4.401207, lr_disc: 0.000010
+2023-03-22 18:40:44,840 - INFO - [Train] step: 31499, loss_mpn: 0.018501, loss_rec: 0.072494, loss_semantic: 0.749439, loss_idmrf: 4.636893, loss_adv_gen: -168.332855, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:41:16,788 - INFO - [Train] step: 31599, loss_adv_disc: -3.200511, lr_disc: 0.000010
+2023-03-22 18:41:16,996 - INFO - [Train] step: 31599, loss_mpn: 0.013602, loss_rec: 0.076464, loss_semantic: 0.844637, loss_idmrf: 3.074255, loss_adv_gen: -158.411163, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:41:49,548 - INFO - [Train] step: 31699, loss_adv_disc: -4.095489, lr_disc: 0.000010
+2023-03-22 18:41:49,760 - INFO - [Train] step: 31699, loss_mpn: 0.016546, loss_rec: 0.078693, loss_semantic: 0.920739, loss_idmrf: 6.108064, loss_adv_gen: -140.950409, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:42:21,679 - INFO - [Train] step: 31799, loss_adv_disc: 3.935173, lr_disc: 0.000010
+2023-03-22 18:42:21,899 - INFO - [Train] step: 31799, loss_mpn: 0.003483, loss_rec: 0.026322, loss_semantic: 0.378510, loss_idmrf: 1.051495, loss_adv_gen: -137.570923, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:42:53,816 - INFO - [Train] step: 31899, loss_adv_disc: -8.481766, lr_disc: 0.000010
+2023-03-22 18:42:54,026 - INFO - [Train] step: 31899, loss_mpn: 0.030199, loss_rec: 0.115921, loss_semantic: 1.134556, loss_idmrf: 4.742157, loss_adv_gen: -128.869995, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:43:26,052 - INFO - [Train] step: 31999, loss_adv_disc: 3.042060, lr_disc: 0.000010
+2023-03-22 18:43:26,257 - INFO - [Train] step: 31999, loss_mpn: 0.039716, loss_rec: 0.099334, loss_semantic: 1.141065, loss_idmrf: 8.393559, loss_adv_gen: -169.033340, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:44:20,123 - INFO - [Eval] step: 31999, bce: 0.051369, psnr: 22.740852, ssim: 0.782109, lpips: 0.176635
+2023-03-22 18:44:56,385 - INFO - [Train] step: 32099, loss_adv_disc: -0.238979, lr_disc: 0.000010
+2023-03-22 18:44:56,606 - INFO - [Train] step: 32099, loss_mpn: 0.018922, loss_rec: 0.084812, loss_semantic: 1.043490, loss_idmrf: 3.891381, loss_adv_gen: -165.101959, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:45:28,990 - INFO - [Train] step: 32199, loss_adv_disc: 3.227498, lr_disc: 0.000010
+2023-03-22 18:45:29,199 - INFO - [Train] step: 32199, loss_mpn: 0.002520, loss_rec: 0.026140, loss_semantic: 0.403172, loss_idmrf: 1.566648, loss_adv_gen: -109.180374, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:46:01,424 - INFO - [Train] step: 32299, loss_adv_disc: -7.042058, lr_disc: 0.000010
+2023-03-22 18:46:01,636 - INFO - [Train] step: 32299, loss_mpn: 0.024658, loss_rec: 0.088365, loss_semantic: 0.893711, loss_idmrf: 5.181757, loss_adv_gen: -151.081024, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:46:33,841 - INFO - [Train] step: 32399, loss_adv_disc: -1.105366, lr_disc: 0.000010
+2023-03-22 18:46:34,048 - INFO - [Train] step: 32399, loss_mpn: 0.026263, loss_rec: 0.087041, loss_semantic: 0.753884, loss_idmrf: 4.138874, loss_adv_gen: -156.531891, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:47:06,346 - INFO - [Train] step: 32499, loss_adv_disc: -3.854093, lr_disc: 0.000010
+2023-03-22 18:47:06,557 - INFO - [Train] step: 32499, loss_mpn: 0.042219, loss_rec: 0.133448, loss_semantic: 0.982856, loss_idmrf: 5.742219, loss_adv_gen: -230.411362, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:47:38,642 - INFO - [Train] step: 32599, loss_adv_disc: 4.544465, lr_disc: 0.000010
+2023-03-22 18:47:38,852 - INFO - [Train] step: 32599, loss_mpn: 0.023266, loss_rec: 0.084581, loss_semantic: 0.825079, loss_idmrf: 3.490107, loss_adv_gen: -170.387894, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:48:10,777 - INFO - [Train] step: 32699, loss_adv_disc: 2.014831, lr_disc: 0.000010
+2023-03-22 18:48:10,987 - INFO - [Train] step: 32699, loss_mpn: 0.029044, loss_rec: 0.060899, loss_semantic: 0.674657, loss_idmrf: 4.252559, loss_adv_gen: -149.634003, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:48:43,717 - INFO - [Train] step: 32799, loss_adv_disc: -0.272296, lr_disc: 0.000010
+2023-03-22 18:48:43,933 - INFO - [Train] step: 32799, loss_mpn: 0.032045, loss_rec: 0.126136, loss_semantic: 1.049286, loss_idmrf: 5.778439, loss_adv_gen: -172.998306, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:49:16,531 - INFO - [Train] step: 32899, loss_adv_disc: -2.110927, lr_disc: 0.000010
+2023-03-22 18:49:16,739 - INFO - [Train] step: 32899, loss_mpn: 0.030577, loss_rec: 0.094464, loss_semantic: 1.040905, loss_idmrf: 6.255052, loss_adv_gen: -143.539062, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:49:48,734 - INFO - [Train] step: 32999, loss_adv_disc: -3.930987, lr_disc: 0.000010
+2023-03-22 18:49:48,941 - INFO - [Train] step: 32999, loss_mpn: 0.019344, loss_rec: 0.089073, loss_semantic: 1.060501, loss_idmrf: 5.273413, loss_adv_gen: -176.641144, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:50:42,357 - INFO - [Eval] step: 32999, bce: 0.052295, psnr: 22.745438, ssim: 0.781131, lpips: 0.177660
+2023-03-22 18:51:19,496 - INFO - [Train] step: 33099, loss_adv_disc: 1.895592, lr_disc: 0.000010
+2023-03-22 18:51:19,710 - INFO - [Train] step: 33099, loss_mpn: 0.009233, loss_rec: 0.039875, loss_semantic: 0.550496, loss_idmrf: 3.197328, loss_adv_gen: -157.802856, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:51:52,042 - INFO - [Train] step: 33199, loss_adv_disc: 3.065959, lr_disc: 0.000010
+2023-03-22 18:51:52,256 - INFO - [Train] step: 33199, loss_mpn: 0.002721, loss_rec: 0.020771, loss_semantic: 0.322876, loss_idmrf: 0.912585, loss_adv_gen: -103.808731, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:52:24,771 - INFO - [Train] step: 33299, loss_adv_disc: -4.909970, lr_disc: 0.000010
+2023-03-22 18:52:24,982 - INFO - [Train] step: 33299, loss_mpn: 0.032021, loss_rec: 0.100894, loss_semantic: 1.122576, loss_idmrf: 6.638014, loss_adv_gen: -147.106995, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:52:57,325 - INFO - [Train] step: 33399, loss_adv_disc: -0.424641, lr_disc: 0.000010
+2023-03-22 18:52:57,536 - INFO - [Train] step: 33399, loss_mpn: 0.012782, loss_rec: 0.079324, loss_semantic: 0.932956, loss_idmrf: 3.143902, loss_adv_gen: -155.325699, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:53:29,467 - INFO - [Train] step: 33499, loss_adv_disc: -0.750387, lr_disc: 0.000010
+2023-03-22 18:53:29,690 - INFO - [Train] step: 33499, loss_mpn: 0.022282, loss_rec: 0.091148, loss_semantic: 0.814661, loss_idmrf: 3.944638, loss_adv_gen: -196.916260, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:54:01,790 - INFO - [Train] step: 33599, loss_adv_disc: -8.246397, lr_disc: 0.000010
+2023-03-22 18:54:02,003 - INFO - [Train] step: 33599, loss_mpn: 0.033704, loss_rec: 0.086392, loss_semantic: 0.878497, loss_idmrf: 6.630286, loss_adv_gen: -111.091652, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:54:34,096 - INFO - [Train] step: 33699, loss_adv_disc: -5.143044, lr_disc: 0.000010
+2023-03-22 18:54:34,299 - INFO - [Train] step: 33699, loss_mpn: 0.021912, loss_rec: 0.082886, loss_semantic: 0.836849, loss_idmrf: 4.769397, loss_adv_gen: -153.342987, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:55:06,320 - INFO - [Train] step: 33799, loss_adv_disc: -7.028421, lr_disc: 0.000010
+2023-03-22 18:55:06,532 - INFO - [Train] step: 33799, loss_mpn: 0.026438, loss_rec: 0.136003, loss_semantic: 1.186125, loss_idmrf: 4.168549, loss_adv_gen: -170.357376, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:55:38,397 - INFO - [Train] step: 33899, loss_adv_disc: -2.270249, lr_disc: 0.000010
+2023-03-22 18:55:38,606 - INFO - [Train] step: 33899, loss_mpn: 0.023245, loss_rec: 0.082708, loss_semantic: 0.819618, loss_idmrf: 6.495875, loss_adv_gen: -170.635513, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:56:10,837 - INFO - [Train] step: 33999, loss_adv_disc: -0.789389, lr_disc: 0.000010
+2023-03-22 18:56:11,047 - INFO - [Train] step: 33999, loss_mpn: 0.027521, loss_rec: 0.140168, loss_semantic: 1.186636, loss_idmrf: 6.806647, loss_adv_gen: -186.032455, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:57:05,162 - INFO - [Eval] step: 33999, bce: 0.053114, psnr: 22.729836, ssim: 0.779565, lpips: 0.178466
+2023-03-22 18:57:42,217 - INFO - [Train] step: 34099, loss_adv_disc: 3.849195, lr_disc: 0.000010
+2023-03-22 18:57:42,428 - INFO - [Train] step: 34099, loss_mpn: 0.018928, loss_rec: 0.081203, loss_semantic: 0.934827, loss_idmrf: 5.357955, loss_adv_gen: -179.706894, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:58:14,213 - INFO - [Train] step: 34199, loss_adv_disc: -8.444871, lr_disc: 0.000010
+2023-03-22 18:58:14,420 - INFO - [Train] step: 34199, loss_mpn: 0.027955, loss_rec: 0.093761, loss_semantic: 0.915686, loss_idmrf: 5.218618, loss_adv_gen: -127.931351, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:58:46,837 - INFO - [Train] step: 34299, loss_adv_disc: -0.418395, lr_disc: 0.000010
+2023-03-22 18:58:47,035 - INFO - [Train] step: 34299, loss_mpn: 0.018757, loss_rec: 0.058988, loss_semantic: 0.737663, loss_idmrf: 4.381664, loss_adv_gen: -127.389938, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:59:18,885 - INFO - [Train] step: 34399, loss_adv_disc: -5.180892, lr_disc: 0.000010
+2023-03-22 18:59:19,096 - INFO - [Train] step: 34399, loss_mpn: 0.017688, loss_rec: 0.056549, loss_semantic: 0.641274, loss_idmrf: 4.560822, loss_adv_gen: -109.638817, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:59:50,751 - INFO - [Train] step: 34499, loss_adv_disc: -7.612727, lr_disc: 0.000010
+2023-03-22 18:59:50,961 - INFO - [Train] step: 34499, loss_mpn: 0.021639, loss_rec: 0.098257, loss_semantic: 0.898783, loss_idmrf: 5.451533, loss_adv_gen: -161.522491, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:00:22,731 - INFO - [Train] step: 34599, loss_adv_disc: 0.090815, lr_disc: 0.000010
+2023-03-22 19:00:22,938 - INFO - [Train] step: 34599, loss_mpn: 0.023318, loss_rec: 0.078281, loss_semantic: 0.825178, loss_idmrf: 2.591296, loss_adv_gen: -198.075775, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:00:54,639 - INFO - [Train] step: 34699, loss_adv_disc: -4.736123, lr_disc: 0.000010
+2023-03-22 19:00:54,845 - INFO - [Train] step: 34699, loss_mpn: 0.024009, loss_rec: 0.107693, loss_semantic: 0.971954, loss_idmrf: 5.293078, loss_adv_gen: -167.114471, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:01:26,846 - INFO - [Train] step: 34799, loss_adv_disc: -4.137576, lr_disc: 0.000010
+2023-03-22 19:01:27,058 - INFO - [Train] step: 34799, loss_mpn: 0.034892, loss_rec: 0.092331, loss_semantic: 0.934968, loss_idmrf: 4.878716, loss_adv_gen: -134.565308, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:01:59,359 - INFO - [Train] step: 34899, loss_adv_disc: -8.927443, lr_disc: 0.000010
+2023-03-22 19:01:59,571 - INFO - [Train] step: 34899, loss_mpn: 0.017557, loss_rec: 0.103173, loss_semantic: 0.992038, loss_idmrf: 6.372694, loss_adv_gen: -164.989304, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:02:31,974 - INFO - [Train] step: 34999, loss_adv_disc: 0.804710, lr_disc: 0.000010
+2023-03-22 19:02:32,188 - INFO - [Train] step: 34999, loss_mpn: 0.011046, loss_rec: 0.066111, loss_semantic: 0.759455, loss_idmrf: 2.197052, loss_adv_gen: -174.229416, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:03:26,144 - INFO - [Eval] step: 34999, bce: 0.053083, psnr: 22.850086, ssim: 0.781861, lpips: 0.178697
+2023-03-22 19:04:02,964 - INFO - [Train] step: 35099, loss_adv_disc: -2.154657, lr_disc: 0.000010
+2023-03-22 19:04:03,175 - INFO - [Train] step: 35099, loss_mpn: 0.016045, loss_rec: 0.069199, loss_semantic: 0.807242, loss_idmrf: 3.417512, loss_adv_gen: -160.485931, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:04:35,386 - INFO - [Train] step: 35199, loss_adv_disc: -3.208204, lr_disc: 0.000010
+2023-03-22 19:04:35,590 - INFO - [Train] step: 35199, loss_mpn: 0.013540, loss_rec: 0.079310, loss_semantic: 0.845129, loss_idmrf: 4.026051, loss_adv_gen: -160.535645, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:05:08,082 - INFO - [Train] step: 35299, loss_adv_disc: -4.897274, lr_disc: 0.000010
+2023-03-22 19:05:08,291 - INFO - [Train] step: 35299, loss_mpn: 0.032532, loss_rec: 0.055821, loss_semantic: 0.709335, loss_idmrf: 8.763216, loss_adv_gen: -110.891693, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:05:40,361 - INFO - [Train] step: 35399, loss_adv_disc: 3.074903, lr_disc: 0.000010
+2023-03-22 19:05:40,564 - INFO - [Train] step: 35399, loss_mpn: 0.031324, loss_rec: 0.060796, loss_semantic: 0.985332, loss_idmrf: 6.429914, loss_adv_gen: -116.776527, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:06:12,638 - INFO - [Train] step: 35499, loss_adv_disc: 0.335313, lr_disc: 0.000010
+2023-03-22 19:06:12,845 - INFO - [Train] step: 35499, loss_mpn: 0.069188, loss_rec: 0.138931, loss_semantic: 1.513525, loss_idmrf: 5.526290, loss_adv_gen: -188.794250, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:06:45,327 - INFO - [Train] step: 35599, loss_adv_disc: -8.406042, lr_disc: 0.000010
+2023-03-22 19:06:45,538 - INFO - [Train] step: 35599, loss_mpn: 0.030011, loss_rec: 0.112348, loss_semantic: 1.055759, loss_idmrf: 4.547884, loss_adv_gen: -166.948151, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:07:17,614 - INFO - [Train] step: 35699, loss_adv_disc: 6.058468, lr_disc: 0.000010
+2023-03-22 19:07:17,821 - INFO - [Train] step: 35699, loss_mpn: 0.011029, loss_rec: 0.061259, loss_semantic: 0.642395, loss_idmrf: 1.774962, loss_adv_gen: -198.274338, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:07:50,392 - INFO - [Train] step: 35799, loss_adv_disc: 0.345782, lr_disc: 0.000010
+2023-03-22 19:07:50,605 - INFO - [Train] step: 35799, loss_mpn: 0.031749, loss_rec: 0.123301, loss_semantic: 1.041352, loss_idmrf: 5.816473, loss_adv_gen: -168.166992, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:08:22,813 - INFO - [Train] step: 35899, loss_adv_disc: -1.090647, lr_disc: 0.000010
+2023-03-22 19:08:23,027 - INFO - [Train] step: 35899, loss_mpn: 0.013948, loss_rec: 0.071397, loss_semantic: 0.859871, loss_idmrf: 4.574694, loss_adv_gen: -174.570480, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:08:55,155 - INFO - [Train] step: 35999, loss_adv_disc: -6.567774, lr_disc: 0.000010
+2023-03-22 19:08:55,360 - INFO - [Train] step: 35999, loss_mpn: 0.014714, loss_rec: 0.109948, loss_semantic: 0.906251, loss_idmrf: 2.481872, loss_adv_gen: -204.665222, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:09:47,971 - INFO - [Eval] step: 35999, bce: 0.051464, psnr: 22.750751, ssim: 0.780656, lpips: 0.176829
+2023-03-22 19:10:24,397 - INFO - [Train] step: 36099, loss_adv_disc: 5.303494, lr_disc: 0.000010
+2023-03-22 19:10:24,599 - INFO - [Train] step: 36099, loss_mpn: 0.016718, loss_rec: 0.066128, loss_semantic: 0.723504, loss_idmrf: 3.150615, loss_adv_gen: -161.233154, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:10:56,651 - INFO - [Train] step: 36199, loss_adv_disc: -13.494804, lr_disc: 0.000010
+2023-03-22 19:10:56,860 - INFO - [Train] step: 36199, loss_mpn: 0.043132, loss_rec: 0.112980, loss_semantic: 0.826011, loss_idmrf: 4.710350, loss_adv_gen: -200.018509, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:11:28,826 - INFO - [Train] step: 36299, loss_adv_disc: -1.620584, lr_disc: 0.000010
+2023-03-22 19:11:29,036 - INFO - [Train] step: 36299, loss_mpn: 0.016628, loss_rec: 0.038526, loss_semantic: 0.594293, loss_idmrf: 2.788682, loss_adv_gen: -140.822189, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:12:00,794 - INFO - [Train] step: 36399, loss_adv_disc: 4.202201, lr_disc: 0.000010
+2023-03-22 19:12:01,004 - INFO - [Train] step: 36399, loss_mpn: 0.005583, loss_rec: 0.049588, loss_semantic: 0.586363, loss_idmrf: 1.473442, loss_adv_gen: -154.480484, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:12:33,153 - INFO - [Train] step: 36499, loss_adv_disc: 4.300137, lr_disc: 0.000010
+2023-03-22 19:12:33,361 - INFO - [Train] step: 36499, loss_mpn: 0.009045, loss_rec: 0.032592, loss_semantic: 0.438500, loss_idmrf: 3.386646, loss_adv_gen: -155.149857, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:13:05,664 - INFO - [Train] step: 36599, loss_adv_disc: -3.549907, lr_disc: 0.000010
+2023-03-22 19:13:05,879 - INFO - [Train] step: 36599, loss_mpn: 0.033907, loss_rec: 0.107801, loss_semantic: 0.943315, loss_idmrf: 5.253777, loss_adv_gen: -179.363327, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:13:37,422 - INFO - [Train] step: 36699, loss_adv_disc: 1.798080, lr_disc: 0.000010
+2023-03-22 19:13:37,635 - INFO - [Train] step: 36699, loss_mpn: 0.034425, loss_rec: 0.087483, loss_semantic: 0.989780, loss_idmrf: 6.310025, loss_adv_gen: -146.161438, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:14:10,364 - INFO - [Train] step: 36799, loss_adv_disc: 4.873747, lr_disc: 0.000010
+2023-03-22 19:14:10,575 - INFO - [Train] step: 36799, loss_mpn: 0.012990, loss_rec: 0.072470, loss_semantic: 0.765013, loss_idmrf: 3.046608, loss_adv_gen: -199.415482, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:14:42,272 - INFO - [Train] step: 36899, loss_adv_disc: -6.779100, lr_disc: 0.000010
+2023-03-22 19:14:42,481 - INFO - [Train] step: 36899, loss_mpn: 0.027600, loss_rec: 0.097213, loss_semantic: 0.981282, loss_idmrf: 4.727711, loss_adv_gen: -174.150482, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:15:14,769 - INFO - [Train] step: 36999, loss_adv_disc: 1.258456, lr_disc: 0.000010
+2023-03-22 19:15:14,971 - INFO - [Train] step: 36999, loss_mpn: 0.011056, loss_rec: 0.072241, loss_semantic: 0.648564, loss_idmrf: 1.902023, loss_adv_gen: -184.657730, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:16:08,206 - INFO - [Eval] step: 36999, bce: 0.051717, psnr: 22.863724, ssim: 0.781267, lpips: 0.175861
+2023-03-22 19:16:44,574 - INFO - [Train] step: 37099, loss_adv_disc: -0.230941, lr_disc: 0.000010
+2023-03-22 19:16:44,783 - INFO - [Train] step: 37099, loss_mpn: 0.026843, loss_rec: 0.076064, loss_semantic: 0.933578, loss_idmrf: 4.816064, loss_adv_gen: -201.374603, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:17:16,847 - INFO - [Train] step: 37199, loss_adv_disc: -6.105711, lr_disc: 0.000010
+2023-03-22 19:17:17,060 - INFO - [Train] step: 37199, loss_mpn: 0.021873, loss_rec: 0.137536, loss_semantic: 1.317826, loss_idmrf: 4.100095, loss_adv_gen: -198.199509, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:17:48,813 - INFO - [Train] step: 37299, loss_adv_disc: -2.157653, lr_disc: 0.000010
+2023-03-22 19:17:49,021 - INFO - [Train] step: 37299, loss_mpn: 0.020281, loss_rec: 0.098091, loss_semantic: 0.946274, loss_idmrf: 4.643102, loss_adv_gen: -174.860565, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:18:21,774 - INFO - [Train] step: 37399, loss_adv_disc: -1.123536, lr_disc: 0.000010
+2023-03-22 19:18:21,981 - INFO - [Train] step: 37399, loss_mpn: 0.009099, loss_rec: 0.032029, loss_semantic: 0.494999, loss_idmrf: 3.832283, loss_adv_gen: -93.323914, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:18:53,994 - INFO - [Train] step: 37499, loss_adv_disc: -3.094829, lr_disc: 0.000010
+2023-03-22 19:18:54,202 - INFO - [Train] step: 37499, loss_mpn: 0.031097, loss_rec: 0.115836, loss_semantic: 1.132820, loss_idmrf: 5.516349, loss_adv_gen: -151.580795, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:19:26,059 - INFO - [Train] step: 37599, loss_adv_disc: -2.729914, lr_disc: 0.000010
+2023-03-22 19:19:26,266 - INFO - [Train] step: 37599, loss_mpn: 0.007834, loss_rec: 0.081154, loss_semantic: 0.748655, loss_idmrf: 1.818952, loss_adv_gen: -155.054901, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:19:57,821 - INFO - [Train] step: 37699, loss_adv_disc: -8.072468, lr_disc: 0.000010
+2023-03-22 19:19:58,037 - INFO - [Train] step: 37699, loss_mpn: 0.024714, loss_rec: 0.094341, loss_semantic: 0.936410, loss_idmrf: 5.079645, loss_adv_gen: -177.671860, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:20:30,355 - INFO - [Train] step: 37799, loss_adv_disc: 3.011481, lr_disc: 0.000010
+2023-03-22 19:20:30,563 - INFO - [Train] step: 37799, loss_mpn: 0.004878, loss_rec: 0.041329, loss_semantic: 0.494071, loss_idmrf: 1.791636, loss_adv_gen: -148.841217, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:21:02,410 - INFO - [Train] step: 37899, loss_adv_disc: -5.320610, lr_disc: 0.000010
+2023-03-22 19:21:02,623 - INFO - [Train] step: 37899, loss_mpn: 0.021711, loss_rec: 0.076798, loss_semantic: 0.812056, loss_idmrf: 4.263216, loss_adv_gen: -115.861206, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:21:34,579 - INFO - [Train] step: 37999, loss_adv_disc: 3.448038, lr_disc: 0.000010
+2023-03-22 19:21:34,790 - INFO - [Train] step: 37999, loss_mpn: 0.025103, loss_rec: 0.099001, loss_semantic: 1.088001, loss_idmrf: 4.401450, loss_adv_gen: -185.195099, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:22:30,262 - INFO - [Eval] step: 37999, bce: 0.052570, psnr: 22.647936, ssim: 0.777922, lpips: 0.176870
+2023-03-22 19:23:06,176 - INFO - [Train] step: 38099, loss_adv_disc: -0.221312, lr_disc: 0.000010
+2023-03-22 19:23:06,384 - INFO - [Train] step: 38099, loss_mpn: 0.011767, loss_rec: 0.047043, loss_semantic: 0.595865, loss_idmrf: 2.342292, loss_adv_gen: -133.278885, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:23:38,065 - INFO - [Train] step: 38199, loss_adv_disc: 5.942848, lr_disc: 0.000010
+2023-03-22 19:23:38,282 - INFO - [Train] step: 38199, loss_mpn: 0.006034, loss_rec: 0.051337, loss_semantic: 0.601468, loss_idmrf: 1.867851, loss_adv_gen: -190.308289, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:24:10,198 - INFO - [Train] step: 38299, loss_adv_disc: 1.591981, lr_disc: 0.000010
+2023-03-22 19:24:10,406 - INFO - [Train] step: 38299, loss_mpn: 0.010293, loss_rec: 0.052205, loss_semantic: 0.620554, loss_idmrf: 1.751305, loss_adv_gen: -111.558243, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:24:42,656 - INFO - [Train] step: 38399, loss_adv_disc: 0.827322, lr_disc: 0.000010
+2023-03-22 19:24:42,870 - INFO - [Train] step: 38399, loss_mpn: 0.002388, loss_rec: 0.028188, loss_semantic: 0.362217, loss_idmrf: 1.766496, loss_adv_gen: -159.399658, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:25:14,830 - INFO - [Train] step: 38499, loss_adv_disc: -3.844988, lr_disc: 0.000010
+2023-03-22 19:25:15,038 - INFO - [Train] step: 38499, loss_mpn: 0.029661, loss_rec: 0.090940, loss_semantic: 0.853008, loss_idmrf: 3.973043, loss_adv_gen: -124.176224, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:25:47,246 - INFO - [Train] step: 38599, loss_adv_disc: 1.469695, lr_disc: 0.000010
+2023-03-22 19:25:47,460 - INFO - [Train] step: 38599, loss_mpn: 0.024829, loss_rec: 0.071798, loss_semantic: 0.818295, loss_idmrf: 3.275313, loss_adv_gen: -189.774490, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:26:19,376 - INFO - [Train] step: 38699, loss_adv_disc: 2.128583, lr_disc: 0.000010
+2023-03-22 19:26:19,593 - INFO - [Train] step: 38699, loss_mpn: 0.039294, loss_rec: 0.101556, loss_semantic: 0.911124, loss_idmrf: 5.392910, loss_adv_gen: -163.563980, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:26:51,746 - INFO - [Train] step: 38799, loss_adv_disc: -1.323123, lr_disc: 0.000010
+2023-03-22 19:26:51,956 - INFO - [Train] step: 38799, loss_mpn: 0.013855, loss_rec: 0.044360, loss_semantic: 0.612558, loss_idmrf: 4.607799, loss_adv_gen: -105.461678, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:27:23,788 - INFO - [Train] step: 38899, loss_adv_disc: -0.304442, lr_disc: 0.000010
+2023-03-22 19:27:23,991 - INFO - [Train] step: 38899, loss_mpn: 0.017308, loss_rec: 0.051256, loss_semantic: 0.708097, loss_idmrf: 3.593668, loss_adv_gen: -143.455765, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:27:56,092 - INFO - [Train] step: 38999, loss_adv_disc: -0.297356, lr_disc: 0.000010
+2023-03-22 19:27:56,302 - INFO - [Train] step: 38999, loss_mpn: 0.011331, loss_rec: 0.077961, loss_semantic: 0.840237, loss_idmrf: 2.477295, loss_adv_gen: -177.017487, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:28:50,325 - INFO - [Eval] step: 38999, bce: 0.054212, psnr: 22.801804, ssim: 0.781087, lpips: 0.177484
+2023-03-22 19:29:26,503 - INFO - [Train] step: 39099, loss_adv_disc: -6.923308, lr_disc: 0.000010
+2023-03-22 19:29:26,710 - INFO - [Train] step: 39099, loss_mpn: 0.026266, loss_rec: 0.185020, loss_semantic: 1.715665, loss_idmrf: 8.341438, loss_adv_gen: -221.578125, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:29:58,879 - INFO - [Train] step: 39199, loss_adv_disc: -0.617459, lr_disc: 0.000010
+2023-03-22 19:29:59,086 - INFO - [Train] step: 39199, loss_mpn: 0.007823, loss_rec: 0.055733, loss_semantic: 0.636624, loss_idmrf: 2.748305, loss_adv_gen: -140.229248, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:30:31,507 - INFO - [Train] step: 39299, loss_adv_disc: 0.788097, lr_disc: 0.000010
+2023-03-22 19:30:31,715 - INFO - [Train] step: 39299, loss_mpn: 0.016506, loss_rec: 0.060127, loss_semantic: 0.926674, loss_idmrf: 6.193564, loss_adv_gen: -144.166138, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:31:03,911 - INFO - [Train] step: 39399, loss_adv_disc: 5.011032, lr_disc: 0.000010
+2023-03-22 19:31:04,121 - INFO - [Train] step: 39399, loss_mpn: 0.013041, loss_rec: 0.057481, loss_semantic: 0.683006, loss_idmrf: 2.852946, loss_adv_gen: -200.837158, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:31:36,104 - INFO - [Train] step: 39499, loss_adv_disc: -5.040805, lr_disc: 0.000010
+2023-03-22 19:31:36,309 - INFO - [Train] step: 39499, loss_mpn: 0.029475, loss_rec: 0.087269, loss_semantic: 0.710484, loss_idmrf: 5.099503, loss_adv_gen: -159.557755, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:32:08,689 - INFO - [Train] step: 39599, loss_adv_disc: 3.910731, lr_disc: 0.000010
+2023-03-22 19:32:08,908 - INFO - [Train] step: 39599, loss_mpn: 0.040376, loss_rec: 0.112483, loss_semantic: 1.159783, loss_idmrf: 6.849849, loss_adv_gen: -162.594177, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:32:40,456 - INFO - [Train] step: 39699, loss_adv_disc: 1.794259, lr_disc: 0.000010
+2023-03-22 19:32:40,661 - INFO - [Train] step: 39699, loss_mpn: 0.012693, loss_rec: 0.057279, loss_semantic: 0.542821, loss_idmrf: 2.734383, loss_adv_gen: -185.230835, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:33:12,298 - INFO - [Train] step: 39799, loss_adv_disc: -8.765349, lr_disc: 0.000010
+2023-03-22 19:33:12,510 - INFO - [Train] step: 39799, loss_mpn: 0.035493, loss_rec: 0.126490, loss_semantic: 1.183734, loss_idmrf: 6.458960, loss_adv_gen: -134.756622, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:33:44,475 - INFO - [Train] step: 39899, loss_adv_disc: 4.638680, lr_disc: 0.000010
+2023-03-22 19:33:44,691 - INFO - [Train] step: 39899, loss_mpn: 0.022914, loss_rec: 0.077917, loss_semantic: 0.896825, loss_idmrf: 5.179953, loss_adv_gen: -158.182709, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:34:16,820 - INFO - [Train] step: 39999, loss_adv_disc: 2.103527, lr_disc: 0.000010
+2023-03-22 19:34:17,037 - INFO - [Train] step: 39999, loss_mpn: 0.007151, loss_rec: 0.053861, loss_semantic: 0.611808, loss_idmrf: 2.809155, loss_adv_gen: -150.761993, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:35:15,239 - INFO - [Eval] step: 39999, bce: 0.052257, psnr: 22.733450, ssim: 0.780392, lpips: 0.176326
+2023-03-22 19:35:51,030 - INFO - [Train] step: 40099, loss_adv_disc: -3.172396, lr_disc: 0.000010
+2023-03-22 19:35:51,237 - INFO - [Train] step: 40099, loss_mpn: 0.040778, loss_rec: 0.098448, loss_semantic: 1.215138, loss_idmrf: 8.705194, loss_adv_gen: -133.572037, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:36:23,616 - INFO - [Train] step: 40199, loss_adv_disc: 0.726542, lr_disc: 0.000010
+2023-03-22 19:36:23,836 - INFO - [Train] step: 40199, loss_mpn: 0.033289, loss_rec: 0.094891, loss_semantic: 1.103517, loss_idmrf: 6.261281, loss_adv_gen: -129.371323, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:36:55,971 - INFO - [Train] step: 40299, loss_adv_disc: -3.290352, lr_disc: 0.000010
+2023-03-22 19:36:56,185 - INFO - [Train] step: 40299, loss_mpn: 0.030683, loss_rec: 0.113695, loss_semantic: 1.186395, loss_idmrf: 5.745243, loss_adv_gen: -166.224121, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:37:28,718 - INFO - [Train] step: 40399, loss_adv_disc: -5.138325, lr_disc: 0.000010
+2023-03-22 19:37:28,927 - INFO - [Train] step: 40399, loss_mpn: 0.031958, loss_rec: 0.146251, loss_semantic: 1.163135, loss_idmrf: 4.342240, loss_adv_gen: -239.329025, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:38:01,200 - INFO - [Train] step: 40499, loss_adv_disc: -3.562505, lr_disc: 0.000010
+2023-03-22 19:38:01,416 - INFO - [Train] step: 40499, loss_mpn: 0.030612, loss_rec: 0.085621, loss_semantic: 0.928305, loss_idmrf: 4.680428, loss_adv_gen: -155.720001, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:38:33,440 - INFO - [Train] step: 40599, loss_adv_disc: -1.260383, lr_disc: 0.000010
+2023-03-22 19:38:33,655 - INFO - [Train] step: 40599, loss_mpn: 0.011380, loss_rec: 0.039866, loss_semantic: 0.504876, loss_idmrf: 3.987241, loss_adv_gen: -102.796616, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:39:05,628 - INFO - [Train] step: 40699, loss_adv_disc: 0.067226, lr_disc: 0.000010
+2023-03-22 19:39:05,838 - INFO - [Train] step: 40699, loss_mpn: 0.026330, loss_rec: 0.051026, loss_semantic: 0.652024, loss_idmrf: 3.884672, loss_adv_gen: -141.541260, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:39:37,975 - INFO - [Train] step: 40799, loss_adv_disc: -1.501673, lr_disc: 0.000010
+2023-03-22 19:39:38,187 - INFO - [Train] step: 40799, loss_mpn: 0.020888, loss_rec: 0.087019, loss_semantic: 0.962847, loss_idmrf: 4.802639, loss_adv_gen: -169.279282, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:40:09,906 - INFO - [Train] step: 40899, loss_adv_disc: 5.457005, lr_disc: 0.000010
+2023-03-22 19:40:10,116 - INFO - [Train] step: 40899, loss_mpn: 0.020680, loss_rec: 0.079241, loss_semantic: 0.753327, loss_idmrf: 3.413107, loss_adv_gen: -175.219055, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:40:42,302 - INFO - [Train] step: 40999, loss_adv_disc: 2.663348, lr_disc: 0.000010
+2023-03-22 19:40:42,513 - INFO - [Train] step: 40999, loss_mpn: 0.010078, loss_rec: 0.067679, loss_semantic: 0.730802, loss_idmrf: 3.751372, loss_adv_gen: -186.458206, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:41:38,695 - INFO - [Eval] step: 40999, bce: 0.052223, psnr: 22.731358, ssim: 0.779788, lpips: 0.176351
+2023-03-22 19:42:15,100 - INFO - [Train] step: 41099, loss_adv_disc: -6.867669, lr_disc: 0.000010
+2023-03-22 19:42:15,309 - INFO - [Train] step: 41099, loss_mpn: 0.031043, loss_rec: 0.109642, loss_semantic: 1.128891, loss_idmrf: 7.457059, loss_adv_gen: -166.645660, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:42:46,463 - INFO - [Train] step: 41199, loss_adv_disc: -1.724887, lr_disc: 0.000010
+2023-03-22 19:42:46,669 - INFO - [Train] step: 41199, loss_mpn: 0.015645, loss_rec: 0.063651, loss_semantic: 0.633214, loss_idmrf: 3.879552, loss_adv_gen: -108.467926, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:43:18,828 - INFO - [Train] step: 41299, loss_adv_disc: 0.388127, lr_disc: 0.000010
+2023-03-22 19:43:19,036 - INFO - [Train] step: 41299, loss_mpn: 0.007772, loss_rec: 0.062937, loss_semantic: 0.689826, loss_idmrf: 2.074097, loss_adv_gen: -200.884674, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:43:51,428 - INFO - [Train] step: 41399, loss_adv_disc: -6.687523, lr_disc: 0.000010
+2023-03-22 19:43:51,640 - INFO - [Train] step: 41399, loss_mpn: 0.046053, loss_rec: 0.107719, loss_semantic: 0.941122, loss_idmrf: 7.551876, loss_adv_gen: -112.646332, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:44:23,824 - INFO - [Train] step: 41499, loss_adv_disc: -3.681437, lr_disc: 0.000010
+2023-03-22 19:44:24,031 - INFO - [Train] step: 41499, loss_mpn: 0.034344, loss_rec: 0.109868, loss_semantic: 1.105525, loss_idmrf: 7.352877, loss_adv_gen: -155.005432, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:44:56,156 - INFO - [Train] step: 41599, loss_adv_disc: -3.564588, lr_disc: 0.000010
+2023-03-22 19:44:56,374 - INFO - [Train] step: 41599, loss_mpn: 0.026870, loss_rec: 0.102346, loss_semantic: 0.946463, loss_idmrf: 5.649685, loss_adv_gen: -188.175964, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:45:28,618 - INFO - [Train] step: 41699, loss_adv_disc: -0.632995, lr_disc: 0.000010
+2023-03-22 19:45:28,830 - INFO - [Train] step: 41699, loss_mpn: 0.010685, loss_rec: 0.044804, loss_semantic: 0.568277, loss_idmrf: 3.363294, loss_adv_gen: -113.512436, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:46:00,676 - INFO - [Train] step: 41799, loss_adv_disc: -2.817555, lr_disc: 0.000010
+2023-03-22 19:46:00,888 - INFO - [Train] step: 41799, loss_mpn: 0.021835, loss_rec: 0.087286, loss_semantic: 0.813167, loss_idmrf: 4.616173, loss_adv_gen: -175.628754, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:46:33,305 - INFO - [Train] step: 41899, loss_adv_disc: 0.185845, lr_disc: 0.000010
+2023-03-22 19:46:33,530 - INFO - [Train] step: 41899, loss_mpn: 0.010743, loss_rec: 0.046778, loss_semantic: 0.617405, loss_idmrf: 4.397305, loss_adv_gen: -140.550690, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:47:06,339 - INFO - [Train] step: 41999, loss_adv_disc: -0.429576, lr_disc: 0.000010
+2023-03-22 19:47:06,547 - INFO - [Train] step: 41999, loss_mpn: 0.022928, loss_rec: 0.082972, loss_semantic: 0.939215, loss_idmrf: 5.961411, loss_adv_gen: -161.454041, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:48:01,968 - INFO - [Eval] step: 41999, bce: 0.052706, psnr: 22.757648, ssim: 0.782557, lpips: 0.176034
+2023-03-22 19:48:37,478 - INFO - [Train] step: 42099, loss_adv_disc: -0.583062, lr_disc: 0.000010
+2023-03-22 19:48:37,683 - INFO - [Train] step: 42099, loss_mpn: 0.021766, loss_rec: 0.060311, loss_semantic: 0.818614, loss_idmrf: 4.261012, loss_adv_gen: -168.682526, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:49:09,519 - INFO - [Train] step: 42199, loss_adv_disc: 2.744570, lr_disc: 0.000010
+2023-03-22 19:49:09,731 - INFO - [Train] step: 42199, loss_mpn: 0.032477, loss_rec: 0.094265, loss_semantic: 1.054383, loss_idmrf: 5.011918, loss_adv_gen: -190.643829, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:49:41,267 - INFO - [Train] step: 42299, loss_adv_disc: -0.655538, lr_disc: 0.000010
+2023-03-22 19:49:41,474 - INFO - [Train] step: 42299, loss_mpn: 0.004381, loss_rec: 0.036116, loss_semantic: 0.548851, loss_idmrf: 2.558716, loss_adv_gen: -116.995926, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:50:13,591 - INFO - [Train] step: 42399, loss_adv_disc: -0.007462, lr_disc: 0.000010
+2023-03-22 19:50:13,799 - INFO - [Train] step: 42399, loss_mpn: 0.034408, loss_rec: 0.069657, loss_semantic: 0.764520, loss_idmrf: 5.934528, loss_adv_gen: -194.104980, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:50:45,930 - INFO - [Train] step: 42499, loss_adv_disc: 0.793471, lr_disc: 0.000010
+2023-03-22 19:50:46,134 - INFO - [Train] step: 42499, loss_mpn: 0.055852, loss_rec: 0.095511, loss_semantic: 0.844695, loss_idmrf: 4.420326, loss_adv_gen: -159.620377, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:51:18,065 - INFO - [Train] step: 42599, loss_adv_disc: 4.279874, lr_disc: 0.000010
+2023-03-22 19:51:18,266 - INFO - [Train] step: 42599, loss_mpn: 0.003339, loss_rec: 0.031502, loss_semantic: 0.371153, loss_idmrf: 0.984769, loss_adv_gen: -107.540901, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:51:50,737 - INFO - [Train] step: 42699, loss_adv_disc: 0.958930, lr_disc: 0.000010
+2023-03-22 19:51:50,957 - INFO - [Train] step: 42699, loss_mpn: 0.031273, loss_rec: 0.061833, loss_semantic: 0.713298, loss_idmrf: 4.867800, loss_adv_gen: -166.556076, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:52:22,369 - INFO - [Train] step: 42799, loss_adv_disc: 2.219194, lr_disc: 0.000010
+2023-03-22 19:52:22,573 - INFO - [Train] step: 42799, loss_mpn: 0.011332, loss_rec: 0.030174, loss_semantic: 0.422946, loss_idmrf: 4.832231, loss_adv_gen: -91.824333, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:52:54,122 - INFO - [Train] step: 42899, loss_adv_disc: -1.734142, lr_disc: 0.000010
+2023-03-22 19:52:54,326 - INFO - [Train] step: 42899, loss_mpn: 0.021353, loss_rec: 0.078386, loss_semantic: 0.698677, loss_idmrf: 3.349855, loss_adv_gen: -153.784180, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:53:27,701 - INFO - [Train] step: 42999, loss_adv_disc: 7.322158, lr_disc: 0.000010
+2023-03-22 19:53:27,907 - INFO - [Train] step: 42999, loss_mpn: 0.011409, loss_rec: 0.041847, loss_semantic: 0.446562, loss_idmrf: 1.765628, loss_adv_gen: -232.510040, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:54:21,471 - INFO - [Eval] step: 42999, bce: 0.052461, psnr: 22.629229, ssim: 0.778134, lpips: 0.176706
+2023-03-22 19:54:57,638 - INFO - [Train] step: 43099, loss_adv_disc: 9.152607, lr_disc: 0.000010
+2023-03-22 19:54:57,844 - INFO - [Train] step: 43099, loss_mpn: 0.011345, loss_rec: 0.089828, loss_semantic: 0.824103, loss_idmrf: 1.805905, loss_adv_gen: -232.728500, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:55:29,892 - INFO - [Train] step: 43199, loss_adv_disc: -5.110297, lr_disc: 0.000010
+2023-03-22 19:55:30,104 - INFO - [Train] step: 43199, loss_mpn: 0.034819, loss_rec: 0.121620, loss_semantic: 1.149909, loss_idmrf: 7.152913, loss_adv_gen: -172.661087, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:56:02,761 - INFO - [Train] step: 43299, loss_adv_disc: -5.153589, lr_disc: 0.000010
+2023-03-22 19:56:02,970 - INFO - [Train] step: 43299, loss_mpn: 0.015394, loss_rec: 0.073507, loss_semantic: 0.764031, loss_idmrf: 3.676878, loss_adv_gen: -150.949280, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:56:34,648 - INFO - [Train] step: 43399, loss_adv_disc: -11.067474, lr_disc: 0.000010
+2023-03-22 19:56:34,856 - INFO - [Train] step: 43399, loss_mpn: 0.032516, loss_rec: 0.134166, loss_semantic: 1.254834, loss_idmrf: 8.222847, loss_adv_gen: -152.123093, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:57:06,377 - INFO - [Train] step: 43499, loss_adv_disc: -13.760270, lr_disc: 0.000010
+2023-03-22 19:57:06,588 - INFO - [Train] step: 43499, loss_mpn: 0.033863, loss_rec: 0.132703, loss_semantic: 1.283336, loss_idmrf: 5.509645, loss_adv_gen: -155.584854, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:57:38,974 - INFO - [Train] step: 43599, loss_adv_disc: -0.454122, lr_disc: 0.000010
+2023-03-22 19:57:39,181 - INFO - [Train] step: 43599, loss_mpn: 0.042928, loss_rec: 0.139691, loss_semantic: 1.177197, loss_idmrf: 4.916401, loss_adv_gen: -207.056366, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:58:10,966 - INFO - [Train] step: 43699, loss_adv_disc: 2.871065, lr_disc: 0.000010
+2023-03-22 19:58:11,172 - INFO - [Train] step: 43699, loss_mpn: 0.005351, loss_rec: 0.030450, loss_semantic: 0.468869, loss_idmrf: 1.927465, loss_adv_gen: -107.793175, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:58:42,905 - INFO - [Train] step: 43799, loss_adv_disc: -5.791534, lr_disc: 0.000010
+2023-03-22 19:58:43,109 - INFO - [Train] step: 43799, loss_mpn: 0.031551, loss_rec: 0.203051, loss_semantic: 1.848124, loss_idmrf: 8.466909, loss_adv_gen: -220.466217, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:59:15,995 - INFO - [Train] step: 43899, loss_adv_disc: -0.141569, lr_disc: 0.000010
+2023-03-22 19:59:16,205 - INFO - [Train] step: 43899, loss_mpn: 0.015206, loss_rec: 0.053174, loss_semantic: 0.614670, loss_idmrf: 4.239591, loss_adv_gen: -124.516266, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:59:48,895 - INFO - [Train] step: 43999, loss_adv_disc: 2.549102, lr_disc: 0.000010
+2023-03-22 19:59:49,115 - INFO - [Train] step: 43999, loss_mpn: 0.030978, loss_rec: 0.097493, loss_semantic: 0.976266, loss_idmrf: 5.054371, loss_adv_gen: -148.722275, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:00:42,351 - INFO - [Eval] step: 43999, bce: 0.051659, psnr: 22.667488, ssim: 0.780142, lpips: 0.176188
+2023-03-22 20:01:17,733 - INFO - [Train] step: 44099, loss_adv_disc: 6.734555, lr_disc: 0.000010
+2023-03-22 20:01:17,937 - INFO - [Train] step: 44099, loss_mpn: 0.015139, loss_rec: 0.059556, loss_semantic: 0.659623, loss_idmrf: 2.398248, loss_adv_gen: -190.711975, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:01:50,430 - INFO - [Train] step: 44199, loss_adv_disc: -4.716118, lr_disc: 0.000010
+2023-03-22 20:01:50,634 - INFO - [Train] step: 44199, loss_mpn: 0.021962, loss_rec: 0.096200, loss_semantic: 1.072375, loss_idmrf: 3.501157, loss_adv_gen: -182.171539, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:02:21,817 - INFO - [Train] step: 44299, loss_adv_disc: -5.774657, lr_disc: 0.000010
+2023-03-22 20:02:22,021 - INFO - [Train] step: 44299, loss_mpn: 0.032199, loss_rec: 0.085011, loss_semantic: 0.814729, loss_idmrf: 6.462259, loss_adv_gen: -115.977051, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:02:53,177 - INFO - [Train] step: 44399, loss_adv_disc: 1.475743, lr_disc: 0.000010
+2023-03-22 20:02:53,383 - INFO - [Train] step: 44399, loss_mpn: 0.005365, loss_rec: 0.035323, loss_semantic: 0.583007, loss_idmrf: 1.661200, loss_adv_gen: -155.048447, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:03:25,017 - INFO - [Train] step: 44499, loss_adv_disc: 3.091325, lr_disc: 0.000010
+2023-03-22 20:03:25,227 - INFO - [Train] step: 44499, loss_mpn: 0.039969, loss_rec: 0.070546, loss_semantic: 0.887225, loss_idmrf: 8.197093, loss_adv_gen: -118.947029, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:03:56,902 - INFO - [Train] step: 44599, loss_adv_disc: 3.226383, lr_disc: 0.000010
+2023-03-22 20:03:57,122 - INFO - [Train] step: 44599, loss_mpn: 0.006758, loss_rec: 0.039610, loss_semantic: 0.487591, loss_idmrf: 1.609565, loss_adv_gen: -168.357574, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:04:29,434 - INFO - [Train] step: 44699, loss_adv_disc: -1.144951, lr_disc: 0.000010
+2023-03-22 20:04:29,642 - INFO - [Train] step: 44699, loss_mpn: 0.012095, loss_rec: 0.081934, loss_semantic: 1.008477, loss_idmrf: 4.364279, loss_adv_gen: -191.387024, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:05:02,213 - INFO - [Train] step: 44799, loss_adv_disc: 3.273561, lr_disc: 0.000010
+2023-03-22 20:05:02,413 - INFO - [Train] step: 44799, loss_mpn: 0.011981, loss_rec: 0.045432, loss_semantic: 0.633895, loss_idmrf: 2.571251, loss_adv_gen: -185.979156, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:05:35,227 - INFO - [Train] step: 44899, loss_adv_disc: -1.486057, lr_disc: 0.000010
+2023-03-22 20:05:35,440 - INFO - [Train] step: 44899, loss_mpn: 0.028640, loss_rec: 0.141773, loss_semantic: 1.140553, loss_idmrf: 5.221461, loss_adv_gen: -218.653214, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:06:08,140 - INFO - [Train] step: 44999, loss_adv_disc: -6.080167, lr_disc: 0.000010
+2023-03-22 20:06:08,343 - INFO - [Train] step: 44999, loss_mpn: 0.016592, loss_rec: 0.081722, loss_semantic: 0.847162, loss_idmrf: 3.635145, loss_adv_gen: -175.088730, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:07:01,697 - INFO - [Eval] step: 44999, bce: 0.052521, psnr: 22.703741, ssim: 0.780744, lpips: 0.176985
+2023-03-22 20:07:38,468 - INFO - [Train] step: 45099, loss_adv_disc: 3.510022, lr_disc: 0.000010
+2023-03-22 20:07:38,686 - INFO - [Train] step: 45099, loss_mpn: 0.005610, loss_rec: 0.044086, loss_semantic: 0.558814, loss_idmrf: 2.445343, loss_adv_gen: -149.335846, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:08:11,082 - INFO - [Train] step: 45199, loss_adv_disc: 1.225299, lr_disc: 0.000010
+2023-03-22 20:08:11,298 - INFO - [Train] step: 45199, loss_mpn: 0.022679, loss_rec: 0.039925, loss_semantic: 0.591590, loss_idmrf: 4.459579, loss_adv_gen: -141.951660, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:08:42,965 - INFO - [Train] step: 45299, loss_adv_disc: -0.155843, lr_disc: 0.000010
+2023-03-22 20:08:43,168 - INFO - [Train] step: 45299, loss_mpn: 0.036736, loss_rec: 0.098165, loss_semantic: 0.987561, loss_idmrf: 5.035284, loss_adv_gen: -160.822021, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:09:15,348 - INFO - [Train] step: 45399, loss_adv_disc: 8.528860, lr_disc: 0.000010
+2023-03-22 20:09:15,558 - INFO - [Train] step: 45399, loss_mpn: 0.001708, loss_rec: 0.040484, loss_semantic: 0.475624, loss_idmrf: 0.535947, loss_adv_gen: -208.507370, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:09:47,884 - INFO - [Train] step: 45499, loss_adv_disc: -12.561897, lr_disc: 0.000010
+2023-03-22 20:09:48,086 - INFO - [Train] step: 45499, loss_mpn: 0.041537, loss_rec: 0.143690, loss_semantic: 1.499307, loss_idmrf: 7.429305, loss_adv_gen: -149.367340, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:10:19,433 - INFO - [Train] step: 45599, loss_adv_disc: 3.330461, lr_disc: 0.000010
+2023-03-22 20:10:19,636 - INFO - [Train] step: 45599, loss_mpn: 0.013364, loss_rec: 0.070742, loss_semantic: 0.755639, loss_idmrf: 2.594025, loss_adv_gen: -208.634857, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:10:50,905 - INFO - [Train] step: 45699, loss_adv_disc: -4.460327, lr_disc: 0.000010
+2023-03-22 20:10:51,119 - INFO - [Train] step: 45699, loss_mpn: 0.019265, loss_rec: 0.078156, loss_semantic: 0.862603, loss_idmrf: 3.815320, loss_adv_gen: -150.380249, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:11:23,189 - INFO - [Train] step: 45799, loss_adv_disc: 0.486397, lr_disc: 0.000010
+2023-03-22 20:11:23,401 - INFO - [Train] step: 45799, loss_mpn: 0.045424, loss_rec: 0.094549, loss_semantic: 1.049534, loss_idmrf: 5.271941, loss_adv_gen: -149.503418, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:11:55,874 - INFO - [Train] step: 45899, loss_adv_disc: 5.517054, lr_disc: 0.000010
+2023-03-22 20:11:56,076 - INFO - [Train] step: 45899, loss_mpn: 0.010426, loss_rec: 0.088464, loss_semantic: 1.030142, loss_idmrf: 4.042767, loss_adv_gen: -193.577850, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:12:27,933 - INFO - [Train] step: 45999, loss_adv_disc: -4.799623, lr_disc: 0.000010
+2023-03-22 20:12:28,141 - INFO - [Train] step: 45999, loss_mpn: 0.023566, loss_rec: 0.088392, loss_semantic: 0.831023, loss_idmrf: 4.882458, loss_adv_gen: -140.912689, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:13:21,427 - INFO - [Eval] step: 45999, bce: 0.052558, psnr: 22.780857, ssim: 0.779641, lpips: 0.176612
+2023-03-22 20:13:57,630 - INFO - [Train] step: 46099, loss_adv_disc: 0.995929, lr_disc: 0.000010
+2023-03-22 20:13:57,838 - INFO - [Train] step: 46099, loss_mpn: 0.069072, loss_rec: 0.173626, loss_semantic: 1.564281, loss_idmrf: 10.831015, loss_adv_gen: -170.678635, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:14:29,538 - INFO - [Train] step: 46199, loss_adv_disc: 1.192979, lr_disc: 0.000010
+2023-03-22 20:14:29,747 - INFO - [Train] step: 46199, loss_mpn: 0.027631, loss_rec: 0.104854, loss_semantic: 1.122625, loss_idmrf: 4.218728, loss_adv_gen: -183.410355, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:15:01,321 - INFO - [Train] step: 46299, loss_adv_disc: -0.102697, lr_disc: 0.000010
+2023-03-22 20:15:01,531 - INFO - [Train] step: 46299, loss_mpn: 0.012850, loss_rec: 0.044588, loss_semantic: 0.655426, loss_idmrf: 4.505442, loss_adv_gen: -126.947662, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:15:33,828 - INFO - [Train] step: 46399, loss_adv_disc: -1.161110, lr_disc: 0.000010
+2023-03-22 20:15:34,039 - INFO - [Train] step: 46399, loss_mpn: 0.025133, loss_rec: 0.123594, loss_semantic: 1.287219, loss_idmrf: 7.190269, loss_adv_gen: -191.786926, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:16:05,988 - INFO - [Train] step: 46499, loss_adv_disc: 6.032450, lr_disc: 0.000010
+2023-03-22 20:16:06,205 - INFO - [Train] step: 46499, loss_mpn: 0.018198, loss_rec: 0.053087, loss_semantic: 0.670436, loss_idmrf: 3.627963, loss_adv_gen: -150.231659, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:16:37,670 - INFO - [Train] step: 46599, loss_adv_disc: -11.185413, lr_disc: 0.000010
+2023-03-22 20:16:37,875 - INFO - [Train] step: 46599, loss_mpn: 0.033307, loss_rec: 0.135324, loss_semantic: 1.248472, loss_idmrf: 7.775309, loss_adv_gen: -187.850952, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:17:09,842 - INFO - [Train] step: 46699, loss_adv_disc: 2.818583, lr_disc: 0.000010
+2023-03-22 20:17:10,053 - INFO - [Train] step: 46699, loss_mpn: 0.004969, loss_rec: 0.035829, loss_semantic: 0.495303, loss_idmrf: 1.628023, loss_adv_gen: -170.848572, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:17:41,877 - INFO - [Train] step: 46799, loss_adv_disc: 3.727890, lr_disc: 0.000010
+2023-03-22 20:17:42,107 - INFO - [Train] step: 46799, loss_mpn: 0.025541, loss_rec: 0.062823, loss_semantic: 0.795786, loss_idmrf: 6.234276, loss_adv_gen: -132.480560, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:18:14,612 - INFO - [Train] step: 46899, loss_adv_disc: -10.314040, lr_disc: 0.000010
+2023-03-22 20:18:14,826 - INFO - [Train] step: 46899, loss_mpn: 0.017202, loss_rec: 0.100372, loss_semantic: 0.929636, loss_idmrf: 3.684277, loss_adv_gen: -195.415680, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:18:47,560 - INFO - [Train] step: 46999, loss_adv_disc: -9.271306, lr_disc: 0.000010
+2023-03-22 20:18:47,770 - INFO - [Train] step: 46999, loss_mpn: 0.061327, loss_rec: 0.125607, loss_semantic: 1.103725, loss_idmrf: 10.119633, loss_adv_gen: -145.614243, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:19:41,165 - INFO - [Eval] step: 46999, bce: 0.052030, psnr: 22.744080, ssim: 0.780378, lpips: 0.175329
+2023-03-22 20:20:17,106 - INFO - [Train] step: 47099, loss_adv_disc: 2.395116, lr_disc: 0.000010
+2023-03-22 20:20:17,314 - INFO - [Train] step: 47099, loss_mpn: 0.006954, loss_rec: 0.058410, loss_semantic: 0.593913, loss_idmrf: 2.889510, loss_adv_gen: -154.764801, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:20:48,830 - INFO - [Train] step: 47199, loss_adv_disc: 1.244526, lr_disc: 0.000010
+2023-03-22 20:20:49,040 - INFO - [Train] step: 47199, loss_mpn: 0.014240, loss_rec: 0.053195, loss_semantic: 0.691893, loss_idmrf: 3.290416, loss_adv_gen: -178.086578, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:21:21,604 - INFO - [Train] step: 47299, loss_adv_disc: 1.207864, lr_disc: 0.000010
+2023-03-22 20:21:21,815 - INFO - [Train] step: 47299, loss_mpn: 0.023032, loss_rec: 0.077706, loss_semantic: 0.888103, loss_idmrf: 6.104357, loss_adv_gen: -138.194748, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:21:54,084 - INFO - [Train] step: 47399, loss_adv_disc: -3.858008, lr_disc: 0.000010
+2023-03-22 20:21:54,291 - INFO - [Train] step: 47399, loss_mpn: 0.021601, loss_rec: 0.147654, loss_semantic: 1.275320, loss_idmrf: 4.204671, loss_adv_gen: -253.369064, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:22:25,937 - INFO - [Train] step: 47499, loss_adv_disc: 1.274054, lr_disc: 0.000010
+2023-03-22 20:22:26,148 - INFO - [Train] step: 47499, loss_mpn: 0.027434, loss_rec: 0.063718, loss_semantic: 0.715366, loss_idmrf: 4.674226, loss_adv_gen: -150.997910, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:22:58,536 - INFO - [Train] step: 47599, loss_adv_disc: 2.585322, lr_disc: 0.000010
+2023-03-22 20:22:58,747 - INFO - [Train] step: 47599, loss_mpn: 0.014893, loss_rec: 0.061497, loss_semantic: 0.740389, loss_idmrf: 3.378082, loss_adv_gen: -198.471176, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:23:30,775 - INFO - [Train] step: 47699, loss_adv_disc: 4.539841, lr_disc: 0.000010
+2023-03-22 20:23:30,984 - INFO - [Train] step: 47699, loss_mpn: 0.014769, loss_rec: 0.096822, loss_semantic: 0.794483, loss_idmrf: 3.735595, loss_adv_gen: -233.971298, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:24:02,946 - INFO - [Train] step: 47799, loss_adv_disc: 4.377796, lr_disc: 0.000010
+2023-03-22 20:24:03,159 - INFO - [Train] step: 47799, loss_mpn: 0.030928, loss_rec: 0.065961, loss_semantic: 0.760440, loss_idmrf: 3.959465, loss_adv_gen: -181.597351, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:24:35,890 - INFO - [Train] step: 47899, loss_adv_disc: 2.239663, lr_disc: 0.000010
+2023-03-22 20:24:36,097 - INFO - [Train] step: 47899, loss_mpn: 0.004394, loss_rec: 0.032862, loss_semantic: 0.464415, loss_idmrf: 1.606149, loss_adv_gen: -144.947968, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:25:08,299 - INFO - [Train] step: 47999, loss_adv_disc: -12.707279, lr_disc: 0.000010
+2023-03-22 20:25:08,512 - INFO - [Train] step: 47999, loss_mpn: 0.019587, loss_rec: 0.088353, loss_semantic: 0.922455, loss_idmrf: 3.368768, loss_adv_gen: -132.327011, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:26:02,007 - INFO - [Eval] step: 47999, bce: 0.052238, psnr: 22.776537, ssim: 0.779700, lpips: 0.177051
+2023-03-22 20:26:38,240 - INFO - [Train] step: 48099, loss_adv_disc: -3.011330, lr_disc: 0.000010
+2023-03-22 20:26:38,453 - INFO - [Train] step: 48099, loss_mpn: 0.020559, loss_rec: 0.100878, loss_semantic: 1.132004, loss_idmrf: 5.516396, loss_adv_gen: -157.225021, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:27:10,266 - INFO - [Train] step: 48199, loss_adv_disc: 4.456311, lr_disc: 0.000010
+2023-03-22 20:27:10,472 - INFO - [Train] step: 48199, loss_mpn: 0.001878, loss_rec: 0.020298, loss_semantic: 0.307664, loss_idmrf: 1.035092, loss_adv_gen: -173.398865, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:27:42,581 - INFO - [Train] step: 48299, loss_adv_disc: -4.318603, lr_disc: 0.000010
+2023-03-22 20:27:42,788 - INFO - [Train] step: 48299, loss_mpn: 0.013588, loss_rec: 0.084868, loss_semantic: 0.868133, loss_idmrf: 3.524403, loss_adv_gen: -200.091309, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:28:13,977 - INFO - [Train] step: 48399, loss_adv_disc: 1.618814, lr_disc: 0.000010
+2023-03-22 20:28:14,186 - INFO - [Train] step: 48399, loss_mpn: 0.004984, loss_rec: 0.034772, loss_semantic: 0.466271, loss_idmrf: 2.211916, loss_adv_gen: -186.753052, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:28:46,268 - INFO - [Train] step: 48499, loss_adv_disc: -3.384957, lr_disc: 0.000010
+2023-03-22 20:28:46,477 - INFO - [Train] step: 48499, loss_mpn: 0.010006, loss_rec: 0.059080, loss_semantic: 0.589451, loss_idmrf: 2.160293, loss_adv_gen: -176.224945, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:29:18,471 - INFO - [Train] step: 48599, loss_adv_disc: -12.047441, lr_disc: 0.000010
+2023-03-22 20:29:18,678 - INFO - [Train] step: 48599, loss_mpn: 0.021649, loss_rec: 0.092873, loss_semantic: 0.977442, loss_idmrf: 6.129885, loss_adv_gen: -166.978973, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:29:50,265 - INFO - [Train] step: 48699, loss_adv_disc: 1.802083, lr_disc: 0.000010
+2023-03-22 20:29:50,474 - INFO - [Train] step: 48699, loss_mpn: 0.005333, loss_rec: 0.041732, loss_semantic: 0.558294, loss_idmrf: 1.780044, loss_adv_gen: -171.228271, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:30:23,061 - INFO - [Train] step: 48799, loss_adv_disc: 1.483758, lr_disc: 0.000010
+2023-03-22 20:30:23,602 - INFO - [Train] step: 48799, loss_mpn: 0.028584, loss_rec: 0.090162, loss_semantic: 0.986134, loss_idmrf: 4.886107, loss_adv_gen: -221.200073, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:30:56,518 - INFO - [Train] step: 48899, loss_adv_disc: 0.104128, lr_disc: 0.000010
+2023-03-22 20:30:56,729 - INFO - [Train] step: 48899, loss_mpn: 0.015945, loss_rec: 0.075283, loss_semantic: 0.699298, loss_idmrf: 4.604296, loss_adv_gen: -174.037262, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:31:28,968 - INFO - [Train] step: 48999, loss_adv_disc: 3.341730, lr_disc: 0.000010
+2023-03-22 20:31:29,175 - INFO - [Train] step: 48999, loss_mpn: 0.002691, loss_rec: 0.014627, loss_semantic: 0.260415, loss_idmrf: 1.254265, loss_adv_gen: -84.803246, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:32:22,147 - INFO - [Eval] step: 48999, bce: 0.052635, psnr: 22.612076, ssim: 0.775426, lpips: 0.178001
+2023-03-22 20:32:57,572 - INFO - [Train] step: 49099, loss_adv_disc: 2.354312, lr_disc: 0.000010
+2023-03-22 20:32:57,777 - INFO - [Train] step: 49099, loss_mpn: 0.006972, loss_rec: 0.030084, loss_semantic: 0.427277, loss_idmrf: 1.791071, loss_adv_gen: -128.571930, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:33:29,661 - INFO - [Train] step: 49199, loss_adv_disc: -14.852179, lr_disc: 0.000010
+2023-03-22 20:33:29,877 - INFO - [Train] step: 49199, loss_mpn: 0.062870, loss_rec: 0.177782, loss_semantic: 1.556013, loss_idmrf: 10.326303, loss_adv_gen: -210.733551, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:34:01,607 - INFO - [Train] step: 49299, loss_adv_disc: -0.304003, lr_disc: 0.000010
+2023-03-22 20:34:01,814 - INFO - [Train] step: 49299, loss_mpn: 0.012580, loss_rec: 0.063334, loss_semantic: 0.713301, loss_idmrf: 1.944816, loss_adv_gen: -185.499863, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:34:34,274 - INFO - [Train] step: 49399, loss_adv_disc: 1.296569, lr_disc: 0.000010
+2023-03-22 20:34:34,481 - INFO - [Train] step: 49399, loss_mpn: 0.013032, loss_rec: 0.072511, loss_semantic: 0.741923, loss_idmrf: 2.516129, loss_adv_gen: -156.548065, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:35:06,395 - INFO - [Train] step: 49499, loss_adv_disc: -7.150731, lr_disc: 0.000010
+2023-03-22 20:35:06,604 - INFO - [Train] step: 49499, loss_mpn: 0.050066, loss_rec: 0.099883, loss_semantic: 1.121917, loss_idmrf: 7.574731, loss_adv_gen: -172.753235, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:35:38,986 - INFO - [Train] step: 49599, loss_adv_disc: -0.025525, lr_disc: 0.000010
+2023-03-22 20:35:39,197 - INFO - [Train] step: 49599, loss_mpn: 0.026343, loss_rec: 0.098947, loss_semantic: 0.921079, loss_idmrf: 3.546079, loss_adv_gen: -211.331497, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:36:11,253 - INFO - [Train] step: 49699, loss_adv_disc: 5.433392, lr_disc: 0.000010
+2023-03-22 20:36:11,473 - INFO - [Train] step: 49699, loss_mpn: 0.034499, loss_rec: 0.122249, loss_semantic: 1.240676, loss_idmrf: 5.453950, loss_adv_gen: -212.150040, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:36:44,124 - INFO - [Train] step: 49799, loss_adv_disc: -1.551521, lr_disc: 0.000010
+2023-03-22 20:36:44,333 - INFO - [Train] step: 49799, loss_mpn: 0.028807, loss_rec: 0.097912, loss_semantic: 0.871168, loss_idmrf: 5.096410, loss_adv_gen: -175.297852, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:37:17,133 - INFO - [Train] step: 49899, loss_adv_disc: -7.461787, lr_disc: 0.000010
+2023-03-22 20:37:17,344 - INFO - [Train] step: 49899, loss_mpn: 0.025063, loss_rec: 0.083528, loss_semantic: 1.011944, loss_idmrf: 7.806833, loss_adv_gen: -131.689468, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:37:49,490 - INFO - [Train] step: 49999, loss_adv_disc: -1.331822, lr_disc: 0.000010
+2023-03-22 20:37:49,697 - INFO - [Train] step: 49999, loss_mpn: 0.046107, loss_rec: 0.091015, loss_semantic: 1.037859, loss_idmrf: 10.725885, loss_adv_gen: -142.632965, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:38:42,904 - INFO - [Eval] step: 49999, bce: 0.051962, psnr: 22.679506, ssim: 0.778394, lpips: 0.175439
+2023-03-22 20:39:19,472 - INFO - [Train] step: 50099, loss_adv_disc: -0.331966, lr_disc: 0.000010
+2023-03-22 20:39:19,679 - INFO - [Train] step: 50099, loss_mpn: 0.013326, loss_rec: 0.038339, loss_semantic: 0.667670, loss_idmrf: 4.648812, loss_adv_gen: -163.228882, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:39:51,532 - INFO - [Train] step: 50199, loss_adv_disc: 1.858559, lr_disc: 0.000010
+2023-03-22 20:39:51,741 - INFO - [Train] step: 50199, loss_mpn: 0.002606, loss_rec: 0.032467, loss_semantic: 0.433736, loss_idmrf: 1.008174, loss_adv_gen: -179.698486, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:40:23,501 - INFO - [Train] step: 50299, loss_adv_disc: -0.533970, lr_disc: 0.000010
+2023-03-22 20:40:23,704 - INFO - [Train] step: 50299, loss_mpn: 0.019349, loss_rec: 0.071396, loss_semantic: 0.787389, loss_idmrf: 5.222619, loss_adv_gen: -162.594238, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:40:55,760 - INFO - [Train] step: 50399, loss_adv_disc: -2.052275, lr_disc: 0.000010
+2023-03-22 20:40:55,971 - INFO - [Train] step: 50399, loss_mpn: 0.019832, loss_rec: 0.048460, loss_semantic: 0.859647, loss_idmrf: 7.344335, loss_adv_gen: -135.558594, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:41:28,164 - INFO - [Train] step: 50499, loss_adv_disc: 4.354251, lr_disc: 0.000010
+2023-03-22 20:41:28,380 - INFO - [Train] step: 50499, loss_mpn: 0.004573, loss_rec: 0.034351, loss_semantic: 0.454510, loss_idmrf: 1.599018, loss_adv_gen: -192.044983, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:42:00,255 - INFO - [Train] step: 50599, loss_adv_disc: -14.373665, lr_disc: 0.000010
+2023-03-22 20:42:00,466 - INFO - [Train] step: 50599, loss_mpn: 0.049123, loss_rec: 0.128506, loss_semantic: 1.161676, loss_idmrf: 11.285379, loss_adv_gen: -154.003952, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:42:32,710 - INFO - [Train] step: 50699, loss_adv_disc: 4.494041, lr_disc: 0.000010
+2023-03-22 20:42:32,917 - INFO - [Train] step: 50699, loss_mpn: 0.007580, loss_rec: 0.069490, loss_semantic: 0.738495, loss_idmrf: 1.919861, loss_adv_gen: -186.352600, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:43:05,953 - INFO - [Train] step: 50799, loss_adv_disc: -13.935663, lr_disc: 0.000010
+2023-03-22 20:43:06,182 - INFO - [Train] step: 50799, loss_mpn: 0.034229, loss_rec: 0.128281, loss_semantic: 1.080830, loss_idmrf: 5.796643, loss_adv_gen: -225.940964, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:43:38,601 - INFO - [Train] step: 50899, loss_adv_disc: 2.631443, lr_disc: 0.000010
+2023-03-22 20:43:38,811 - INFO - [Train] step: 50899, loss_mpn: 0.009642, loss_rec: 0.046306, loss_semantic: 0.622065, loss_idmrf: 2.025082, loss_adv_gen: -200.886581, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:44:11,070 - INFO - [Train] step: 50999, loss_adv_disc: 3.406539, lr_disc: 0.000010
+2023-03-22 20:44:11,278 - INFO - [Train] step: 50999, loss_mpn: 0.014471, loss_rec: 0.076668, loss_semantic: 0.859490, loss_idmrf: 2.128508, loss_adv_gen: -195.647827, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:45:05,074 - INFO - [Eval] step: 50999, bce: 0.053055, psnr: 22.881687, ssim: 0.782466, lpips: 0.174574
+2023-03-22 20:45:41,575 - INFO - [Train] step: 51099, loss_adv_disc: 6.541243, lr_disc: 0.000010
+2023-03-22 20:45:41,783 - INFO - [Train] step: 51099, loss_mpn: 0.013944, loss_rec: 0.051009, loss_semantic: 0.595607, loss_idmrf: 1.794893, loss_adv_gen: -178.022232, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:46:13,591 - INFO - [Train] step: 51199, loss_adv_disc: 0.925852, lr_disc: 0.000010
+2023-03-22 20:46:13,800 - INFO - [Train] step: 51199, loss_mpn: 0.042274, loss_rec: 0.061567, loss_semantic: 0.840074, loss_idmrf: 4.724122, loss_adv_gen: -159.811584, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:46:45,802 - INFO - [Train] step: 51299, loss_adv_disc: 1.371547, lr_disc: 0.000010
+2023-03-22 20:46:46,013 - INFO - [Train] step: 51299, loss_mpn: 0.032787, loss_rec: 0.081115, loss_semantic: 0.894815, loss_idmrf: 6.927540, loss_adv_gen: -160.779160, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:47:17,881 - INFO - [Train] step: 51399, loss_adv_disc: 6.889619, lr_disc: 0.000010
+2023-03-22 20:47:18,093 - INFO - [Train] step: 51399, loss_mpn: 0.038850, loss_rec: 0.080676, loss_semantic: 0.712844, loss_idmrf: 5.735143, loss_adv_gen: -146.171387, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:47:49,801 - INFO - [Train] step: 51499, loss_adv_disc: -5.098675, lr_disc: 0.000010
+2023-03-22 20:47:50,020 - INFO - [Train] step: 51499, loss_mpn: 0.028215, loss_rec: 0.086814, loss_semantic: 1.037717, loss_idmrf: 5.432411, loss_adv_gen: -133.198669, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:48:22,300 - INFO - [Train] step: 51599, loss_adv_disc: 3.715475, lr_disc: 0.000010
+2023-03-22 20:48:22,507 - INFO - [Train] step: 51599, loss_mpn: 0.012763, loss_rec: 0.060883, loss_semantic: 0.717248, loss_idmrf: 3.832455, loss_adv_gen: -181.182922, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:48:55,375 - INFO - [Train] step: 51699, loss_adv_disc: 6.288936, lr_disc: 0.000010
+2023-03-22 20:48:55,595 - INFO - [Train] step: 51699, loss_mpn: 0.004298, loss_rec: 0.032064, loss_semantic: 0.420027, loss_idmrf: 1.657148, loss_adv_gen: -209.789276, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:49:28,046 - INFO - [Train] step: 51799, loss_adv_disc: -3.317244, lr_disc: 0.000010
+2023-03-22 20:49:28,254 - INFO - [Train] step: 51799, loss_mpn: 0.031253, loss_rec: 0.133223, loss_semantic: 1.327551, loss_idmrf: 5.750353, loss_adv_gen: -229.795151, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:50:00,775 - INFO - [Train] step: 51899, loss_adv_disc: 2.280556, lr_disc: 0.000010
+2023-03-22 20:50:00,989 - INFO - [Train] step: 51899, loss_mpn: 0.006353, loss_rec: 0.030929, loss_semantic: 0.510713, loss_idmrf: 2.949142, loss_adv_gen: -112.866837, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:50:33,612 - INFO - [Train] step: 51999, loss_adv_disc: -2.150846, lr_disc: 0.000010
+2023-03-22 20:50:33,822 - INFO - [Train] step: 51999, loss_mpn: 0.007500, loss_rec: 0.031333, loss_semantic: 0.502507, loss_idmrf: 3.636164, loss_adv_gen: -141.241898, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:51:26,642 - INFO - [Eval] step: 51999, bce: 0.054056, psnr: 22.755817, ssim: 0.779950, lpips: 0.175810
+2023-03-22 20:52:02,822 - INFO - [Train] step: 52099, loss_adv_disc: -12.294273, lr_disc: 0.000010
+2023-03-22 20:52:03,036 - INFO - [Train] step: 52099, loss_mpn: 0.021085, loss_rec: 0.126294, loss_semantic: 1.156353, loss_idmrf: 5.076965, loss_adv_gen: -163.379807, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:52:34,998 - INFO - [Train] step: 52199, loss_adv_disc: -7.991702, lr_disc: 0.000010
+2023-03-22 20:52:35,206 - INFO - [Train] step: 52199, loss_mpn: 0.017246, loss_rec: 0.092889, loss_semantic: 0.869178, loss_idmrf: 3.819846, loss_adv_gen: -157.489014, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:53:07,419 - INFO - [Train] step: 52299, loss_adv_disc: -7.041862, lr_disc: 0.000010
+2023-03-22 20:53:07,627 - INFO - [Train] step: 52299, loss_mpn: 0.017377, loss_rec: 0.065874, loss_semantic: 0.727025, loss_idmrf: 4.476568, loss_adv_gen: -140.550339, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:53:39,377 - INFO - [Train] step: 52399, loss_adv_disc: 4.801154, lr_disc: 0.000010
+2023-03-22 20:53:39,592 - INFO - [Train] step: 52399, loss_mpn: 0.004358, loss_rec: 0.046886, loss_semantic: 0.623456, loss_idmrf: 1.331338, loss_adv_gen: -247.281265, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:54:11,421 - INFO - [Train] step: 52499, loss_adv_disc: -6.124122, lr_disc: 0.000010
+2023-03-22 20:54:11,631 - INFO - [Train] step: 52499, loss_mpn: 0.024602, loss_rec: 0.043256, loss_semantic: 0.617888, loss_idmrf: 5.218054, loss_adv_gen: -89.367905, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:54:43,888 - INFO - [Train] step: 52599, loss_adv_disc: -8.288827, lr_disc: 0.000010
+2023-03-22 20:54:44,094 - INFO - [Train] step: 52599, loss_mpn: 0.053911, loss_rec: 0.095917, loss_semantic: 1.054150, loss_idmrf: 6.777935, loss_adv_gen: -131.544296, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:55:16,266 - INFO - [Train] step: 52699, loss_adv_disc: -7.796344, lr_disc: 0.000010
+2023-03-22 20:55:16,477 - INFO - [Train] step: 52699, loss_mpn: 0.023223, loss_rec: 0.097835, loss_semantic: 0.882943, loss_idmrf: 4.113061, loss_adv_gen: -165.214310, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:55:49,050 - INFO - [Train] step: 52799, loss_adv_disc: -6.467086, lr_disc: 0.000010
+2023-03-22 20:55:49,257 - INFO - [Train] step: 52799, loss_mpn: 0.023718, loss_rec: 0.069638, loss_semantic: 0.737842, loss_idmrf: 4.175218, loss_adv_gen: -157.135284, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:56:20,747 - INFO - [Train] step: 52899, loss_adv_disc: 2.200559, lr_disc: 0.000010
+2023-03-22 20:56:20,964 - INFO - [Train] step: 52899, loss_mpn: 0.029516, loss_rec: 0.089994, loss_semantic: 0.891897, loss_idmrf: 5.429939, loss_adv_gen: -146.808136, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:56:52,985 - INFO - [Train] step: 52999, loss_adv_disc: -3.837548, lr_disc: 0.000010
+2023-03-22 20:56:53,194 - INFO - [Train] step: 52999, loss_mpn: 0.024328, loss_rec: 0.081830, loss_semantic: 0.817011, loss_idmrf: 4.394980, loss_adv_gen: -156.215805, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:57:46,274 - INFO - [Eval] step: 52999, bce: 0.052332, psnr: 22.679482, ssim: 0.779419, lpips: 0.175589
+2023-03-22 20:58:21,993 - INFO - [Train] step: 53099, loss_adv_disc: -0.052306, lr_disc: 0.000010
+2023-03-22 20:58:22,201 - INFO - [Train] step: 53099, loss_mpn: 0.014708, loss_rec: 0.081712, loss_semantic: 0.699725, loss_idmrf: 3.682168, loss_adv_gen: -155.661819, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:58:54,289 - INFO - [Train] step: 53199, loss_adv_disc: 2.539530, lr_disc: 0.000010
+2023-03-22 20:58:54,497 - INFO - [Train] step: 53199, loss_mpn: 0.020814, loss_rec: 0.042371, loss_semantic: 0.639103, loss_idmrf: 4.001553, loss_adv_gen: -178.229813, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:59:26,615 - INFO - [Train] step: 53299, loss_adv_disc: -7.291242, lr_disc: 0.000010
+2023-03-22 20:59:26,816 - INFO - [Train] step: 53299, loss_mpn: 0.029900, loss_rec: 0.133231, loss_semantic: 1.196391, loss_idmrf: 4.647165, loss_adv_gen: -225.110077, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:59:58,495 - INFO - [Train] step: 53399, loss_adv_disc: -0.744020, lr_disc: 0.000010
+2023-03-22 20:59:58,708 - INFO - [Train] step: 53399, loss_mpn: 0.028768, loss_rec: 0.081957, loss_semantic: 0.991587, loss_idmrf: 4.015577, loss_adv_gen: -182.521881, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:00:30,577 - INFO - [Train] step: 53499, loss_adv_disc: -0.108618, lr_disc: 0.000010
+2023-03-22 21:00:30,782 - INFO - [Train] step: 53499, loss_mpn: 0.007894, loss_rec: 0.047044, loss_semantic: 0.681532, loss_idmrf: 3.274783, loss_adv_gen: -127.030548, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:01:03,173 - INFO - [Train] step: 53599, loss_adv_disc: 1.659932, lr_disc: 0.000010
+2023-03-22 21:01:03,387 - INFO - [Train] step: 53599, loss_mpn: 0.011315, loss_rec: 0.041283, loss_semantic: 0.630145, loss_idmrf: 4.150049, loss_adv_gen: -112.933121, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:01:35,909 - INFO - [Train] step: 53699, loss_adv_disc: -0.291962, lr_disc: 0.000010
+2023-03-22 21:01:36,117 - INFO - [Train] step: 53699, loss_mpn: 0.017411, loss_rec: 0.073782, loss_semantic: 0.740827, loss_idmrf: 2.833233, loss_adv_gen: -181.269653, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:02:08,523 - INFO - [Train] step: 53799, loss_adv_disc: 3.640706, lr_disc: 0.000010
+2023-03-22 21:02:08,733 - INFO - [Train] step: 53799, loss_mpn: 0.018853, loss_rec: 0.065799, loss_semantic: 0.770986, loss_idmrf: 3.376869, loss_adv_gen: -236.006607, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:02:40,830 - INFO - [Train] step: 53899, loss_adv_disc: -1.622195, lr_disc: 0.000010
+2023-03-22 21:02:41,042 - INFO - [Train] step: 53899, loss_mpn: 0.041056, loss_rec: 0.097823, loss_semantic: 1.059722, loss_idmrf: 7.206875, loss_adv_gen: -133.574585, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:03:12,969 - INFO - [Train] step: 53999, loss_adv_disc: -2.731430, lr_disc: 0.000010
+2023-03-22 21:03:13,175 - INFO - [Train] step: 53999, loss_mpn: 0.021875, loss_rec: 0.109380, loss_semantic: 1.059683, loss_idmrf: 5.589903, loss_adv_gen: -155.354523, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:04:06,993 - INFO - [Eval] step: 53999, bce: 0.052819, psnr: 22.762238, ssim: 0.779184, lpips: 0.177172
+2023-03-22 21:04:42,931 - INFO - [Train] step: 54099, loss_adv_disc: -0.163748, lr_disc: 0.000010
+2023-03-22 21:04:43,138 - INFO - [Train] step: 54099, loss_mpn: 0.025565, loss_rec: 0.082991, loss_semantic: 0.809608, loss_idmrf: 5.574585, loss_adv_gen: -117.604034, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:05:15,269 - INFO - [Train] step: 54199, loss_adv_disc: 5.314914, lr_disc: 0.000010
+2023-03-22 21:05:15,489 - INFO - [Train] step: 54199, loss_mpn: 0.010940, loss_rec: 0.042284, loss_semantic: 0.519034, loss_idmrf: 1.771548, loss_adv_gen: -211.138260, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:05:47,586 - INFO - [Train] step: 54299, loss_adv_disc: 1.593287, lr_disc: 0.000010
+2023-03-22 21:05:47,796 - INFO - [Train] step: 54299, loss_mpn: 0.013876, loss_rec: 0.092828, loss_semantic: 0.807913, loss_idmrf: 2.378477, loss_adv_gen: -197.126358, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:06:20,280 - INFO - [Train] step: 54399, loss_adv_disc: 2.666206, lr_disc: 0.000010
+2023-03-22 21:06:20,495 - INFO - [Train] step: 54399, loss_mpn: 0.034601, loss_rec: 0.081918, loss_semantic: 0.882448, loss_idmrf: 4.528890, loss_adv_gen: -169.667175, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:06:52,500 - INFO - [Train] step: 54499, loss_adv_disc: 1.275890, lr_disc: 0.000010
+2023-03-22 21:06:52,708 - INFO - [Train] step: 54499, loss_mpn: 0.026032, loss_rec: 0.079280, loss_semantic: 0.811170, loss_idmrf: 5.527975, loss_adv_gen: -156.667740, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:07:24,623 - INFO - [Train] step: 54599, loss_adv_disc: 3.228199, lr_disc: 0.000010
+2023-03-22 21:07:24,828 - INFO - [Train] step: 54599, loss_mpn: 0.022374, loss_rec: 0.089684, loss_semantic: 0.830318, loss_idmrf: 5.804740, loss_adv_gen: -194.501266, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:07:57,861 - INFO - [Train] step: 54699, loss_adv_disc: -9.374451, lr_disc: 0.000010
+2023-03-22 21:07:58,064 - INFO - [Train] step: 54699, loss_mpn: 0.038070, loss_rec: 0.127421, loss_semantic: 1.172052, loss_idmrf: 6.184312, loss_adv_gen: -192.549820, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:08:29,792 - INFO - [Train] step: 54799, loss_adv_disc: -3.498308, lr_disc: 0.000010
+2023-03-22 21:08:30,005 - INFO - [Train] step: 54799, loss_mpn: 0.036079, loss_rec: 0.081263, loss_semantic: 0.983025, loss_idmrf: 5.256769, loss_adv_gen: -135.483353, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:09:02,490 - INFO - [Train] step: 54899, loss_adv_disc: -10.038576, lr_disc: 0.000010
+2023-03-22 21:09:02,706 - INFO - [Train] step: 54899, loss_mpn: 0.039771, loss_rec: 0.138507, loss_semantic: 1.175604, loss_idmrf: 7.582122, loss_adv_gen: -172.441910, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:09:34,742 - INFO - [Train] step: 54999, loss_adv_disc: -9.438831, lr_disc: 0.000010
+2023-03-22 21:09:34,957 - INFO - [Train] step: 54999, loss_mpn: 0.043343, loss_rec: 0.149638, loss_semantic: 1.156327, loss_idmrf: 9.199754, loss_adv_gen: -177.429047, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:10:28,017 - INFO - [Eval] step: 54999, bce: 0.053172, psnr: 22.757442, ssim: 0.782442, lpips: 0.175030
+2023-03-22 21:11:05,302 - INFO - [Train] step: 55099, loss_adv_disc: -8.476273, lr_disc: 0.000010
+2023-03-22 21:11:05,515 - INFO - [Train] step: 55099, loss_mpn: 0.033087, loss_rec: 0.123122, loss_semantic: 1.130075, loss_idmrf: 4.864314, loss_adv_gen: -161.558075, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:11:37,167 - INFO - [Train] step: 55199, loss_adv_disc: 1.222758, lr_disc: 0.000010
+2023-03-22 21:11:37,374 - INFO - [Train] step: 55199, loss_mpn: 0.010125, loss_rec: 0.043924, loss_semantic: 0.608383, loss_idmrf: 2.265054, loss_adv_gen: -192.303177, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:12:09,302 - INFO - [Train] step: 55299, loss_adv_disc: -0.910139, lr_disc: 0.000010
+2023-03-22 21:12:09,511 - INFO - [Train] step: 55299, loss_mpn: 0.021312, loss_rec: 0.116734, loss_semantic: 1.183465, loss_idmrf: 4.443457, loss_adv_gen: -212.263916, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:12:42,255 - INFO - [Train] step: 55399, loss_adv_disc: 1.900714, lr_disc: 0.000010
+2023-03-22 21:12:42,466 - INFO - [Train] step: 55399, loss_mpn: 0.011326, loss_rec: 0.070557, loss_semantic: 0.724959, loss_idmrf: 3.188981, loss_adv_gen: -161.048080, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:13:13,993 - INFO - [Train] step: 55499, loss_adv_disc: 0.518736, lr_disc: 0.000010
+2023-03-22 21:13:14,208 - INFO - [Train] step: 55499, loss_mpn: 0.016602, loss_rec: 0.095719, loss_semantic: 1.057320, loss_idmrf: 4.122526, loss_adv_gen: -174.899323, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:13:46,821 - INFO - [Train] step: 55599, loss_adv_disc: 2.279260, lr_disc: 0.000010
+2023-03-22 21:13:47,026 - INFO - [Train] step: 55599, loss_mpn: 0.032210, loss_rec: 0.106113, loss_semantic: 0.989895, loss_idmrf: 4.963633, loss_adv_gen: -206.562210, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:14:19,808 - INFO - [Train] step: 55699, loss_adv_disc: 0.239923, lr_disc: 0.000010
+2023-03-22 21:14:20,014 - INFO - [Train] step: 55699, loss_mpn: 0.021480, loss_rec: 0.093490, loss_semantic: 1.009443, loss_idmrf: 4.795978, loss_adv_gen: -192.912872, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:14:51,938 - INFO - [Train] step: 55799, loss_adv_disc: -0.505149, lr_disc: 0.000010
+2023-03-22 21:14:52,159 - INFO - [Train] step: 55799, loss_mpn: 0.018831, loss_rec: 0.070560, loss_semantic: 0.851252, loss_idmrf: 4.025530, loss_adv_gen: -169.627304, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:15:24,539 - INFO - [Train] step: 55899, loss_adv_disc: 1.344603, lr_disc: 0.000010
+2023-03-22 21:15:24,756 - INFO - [Train] step: 55899, loss_mpn: 0.021733, loss_rec: 0.101810, loss_semantic: 0.843850, loss_idmrf: 3.958214, loss_adv_gen: -215.538376, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:15:56,264 - INFO - [Train] step: 55999, loss_adv_disc: -4.977458, lr_disc: 0.000010
+2023-03-22 21:15:56,470 - INFO - [Train] step: 55999, loss_mpn: 0.015362, loss_rec: 0.052400, loss_semantic: 0.624143, loss_idmrf: 3.477411, loss_adv_gen: -134.835876, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:16:50,663 - INFO - [Eval] step: 55999, bce: 0.053364, psnr: 22.776110, ssim: 0.780128, lpips: 0.174745
+2023-03-22 21:17:26,728 - INFO - [Train] step: 56099, loss_adv_disc: -22.341114, lr_disc: 0.000010
+2023-03-22 21:17:26,934 - INFO - [Train] step: 56099, loss_mpn: 0.044627, loss_rec: 0.161724, loss_semantic: 1.379165, loss_idmrf: 8.849192, loss_adv_gen: -176.099060, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:17:59,044 - INFO - [Train] step: 56199, loss_adv_disc: 3.013565, lr_disc: 0.000010
+2023-03-22 21:17:59,251 - INFO - [Train] step: 56199, loss_mpn: 0.021304, loss_rec: 0.077663, loss_semantic: 0.955043, loss_idmrf: 3.159392, loss_adv_gen: -219.913910, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:18:30,808 - INFO - [Train] step: 56299, loss_adv_disc: 0.568476, lr_disc: 0.000010
+2023-03-22 21:18:31,017 - INFO - [Train] step: 56299, loss_mpn: 0.015811, loss_rec: 0.050940, loss_semantic: 0.654225, loss_idmrf: 4.533164, loss_adv_gen: -115.325394, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:19:03,090 - INFO - [Train] step: 56399, loss_adv_disc: 0.061543, lr_disc: 0.000010
+2023-03-22 21:19:03,296 - INFO - [Train] step: 56399, loss_mpn: 0.022907, loss_rec: 0.068019, loss_semantic: 0.790872, loss_idmrf: 4.861055, loss_adv_gen: -178.928970, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:19:35,832 - INFO - [Train] step: 56499, loss_adv_disc: 2.836400, lr_disc: 0.000010
+2023-03-22 21:19:36,031 - INFO - [Train] step: 56499, loss_mpn: 0.013636, loss_rec: 0.055597, loss_semantic: 0.705618, loss_idmrf: 2.642398, loss_adv_gen: -198.376205, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:20:08,459 - INFO - [Train] step: 56599, loss_adv_disc: 5.610587, lr_disc: 0.000010
+2023-03-22 21:20:08,668 - INFO - [Train] step: 56599, loss_mpn: 0.004138, loss_rec: 0.034986, loss_semantic: 0.411554, loss_idmrf: 0.795099, loss_adv_gen: -197.327942, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:20:40,888 - INFO - [Train] step: 56699, loss_adv_disc: -2.073751, lr_disc: 0.000010
+2023-03-22 21:20:41,107 - INFO - [Train] step: 56699, loss_mpn: 0.017851, loss_rec: 0.102691, loss_semantic: 0.897470, loss_idmrf: 4.128726, loss_adv_gen: -173.861938, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:21:12,996 - INFO - [Train] step: 56799, loss_adv_disc: -5.732338, lr_disc: 0.000010
+2023-03-22 21:21:13,209 - INFO - [Train] step: 56799, loss_mpn: 0.055524, loss_rec: 0.120447, loss_semantic: 1.073453, loss_idmrf: 6.643617, loss_adv_gen: -159.564346, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:21:45,646 - INFO - [Train] step: 56899, loss_adv_disc: -2.169179, lr_disc: 0.000010
+2023-03-22 21:21:45,861 - INFO - [Train] step: 56899, loss_mpn: 0.008349, loss_rec: 0.054986, loss_semantic: 0.708083, loss_idmrf: 2.592539, loss_adv_gen: -177.404221, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:22:17,698 - INFO - [Train] step: 56999, loss_adv_disc: 0.576432, lr_disc: 0.000010
+2023-03-22 21:22:17,905 - INFO - [Train] step: 56999, loss_mpn: 0.015272, loss_rec: 0.078548, loss_semantic: 0.777700, loss_idmrf: 3.193967, loss_adv_gen: -211.753769, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:23:11,242 - INFO - [Eval] step: 56999, bce: 0.051944, psnr: 22.682478, ssim: 0.781925, lpips: 0.173769
+2023-03-22 21:23:46,698 - INFO - [Train] step: 57099, loss_adv_disc: 2.569049, lr_disc: 0.000010
+2023-03-22 21:23:46,901 - INFO - [Train] step: 57099, loss_mpn: 0.023695, loss_rec: 0.073264, loss_semantic: 0.798945, loss_idmrf: 7.188684, loss_adv_gen: -137.064850, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:24:18,611 - INFO - [Train] step: 57199, loss_adv_disc: -4.839581, lr_disc: 0.000010
+2023-03-22 21:24:18,818 - INFO - [Train] step: 57199, loss_mpn: 0.049172, loss_rec: 0.136461, loss_semantic: 1.377007, loss_idmrf: 6.881746, loss_adv_gen: -173.514709, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:24:50,771 - INFO - [Train] step: 57299, loss_adv_disc: -1.835570, lr_disc: 0.000010
+2023-03-22 21:24:50,982 - INFO - [Train] step: 57299, loss_mpn: 0.026701, loss_rec: 0.114347, loss_semantic: 1.180422, loss_idmrf: 6.250588, loss_adv_gen: -168.992096, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:25:23,013 - INFO - [Train] step: 57399, loss_adv_disc: 0.194212, lr_disc: 0.000010
+2023-03-22 21:25:23,220 - INFO - [Train] step: 57399, loss_mpn: 0.030929, loss_rec: 0.142700, loss_semantic: 1.143276, loss_idmrf: 5.508976, loss_adv_gen: -232.559601, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:25:55,857 - INFO - [Train] step: 57499, loss_adv_disc: 2.002800, lr_disc: 0.000010
+2023-03-22 21:25:56,069 - INFO - [Train] step: 57499, loss_mpn: 0.002969, loss_rec: 0.028197, loss_semantic: 0.383177, loss_idmrf: 0.938265, loss_adv_gen: -163.031952, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:26:28,739 - INFO - [Train] step: 57599, loss_adv_disc: -1.231085, lr_disc: 0.000010
+2023-03-22 21:26:28,953 - INFO - [Train] step: 57599, loss_mpn: 0.022701, loss_rec: 0.071510, loss_semantic: 0.944753, loss_idmrf: 9.519970, loss_adv_gen: -145.876892, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:27:01,266 - INFO - [Train] step: 57699, loss_adv_disc: -6.884685, lr_disc: 0.000010
+2023-03-22 21:27:01,470 - INFO - [Train] step: 57699, loss_mpn: 0.041544, loss_rec: 0.176638, loss_semantic: 1.595509, loss_idmrf: 9.391321, loss_adv_gen: -184.057922, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:27:34,143 - INFO - [Train] step: 57799, loss_adv_disc: -1.475218, lr_disc: 0.000010
+2023-03-22 21:27:34,355 - INFO - [Train] step: 57799, loss_mpn: 0.021909, loss_rec: 0.076105, loss_semantic: 0.879191, loss_idmrf: 4.208212, loss_adv_gen: -135.797699, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:28:06,620 - INFO - [Train] step: 57899, loss_adv_disc: -6.595909, lr_disc: 0.000010
+2023-03-22 21:28:06,831 - INFO - [Train] step: 57899, loss_mpn: 0.026812, loss_rec: 0.090844, loss_semantic: 1.019985, loss_idmrf: 4.541157, loss_adv_gen: -157.890442, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:28:38,655 - INFO - [Train] step: 57999, loss_adv_disc: 0.804896, lr_disc: 0.000010
+2023-03-22 21:28:38,866 - INFO - [Train] step: 57999, loss_mpn: 0.057639, loss_rec: 0.095672, loss_semantic: 1.006092, loss_idmrf: 7.510221, loss_adv_gen: -170.125397, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:29:32,131 - INFO - [Eval] step: 57999, bce: 0.051644, psnr: 22.842072, ssim: 0.782427, lpips: 0.175749
+2023-03-22 21:30:08,655 - INFO - [Train] step: 58099, loss_adv_disc: 0.814184, lr_disc: 0.000010
+2023-03-22 21:30:08,864 - INFO - [Train] step: 58099, loss_mpn: 0.039941, loss_rec: 0.065495, loss_semantic: 0.761800, loss_idmrf: 8.079033, loss_adv_gen: -106.027206, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:30:41,077 - INFO - [Train] step: 58199, loss_adv_disc: -5.595291, lr_disc: 0.000010
+2023-03-22 21:30:41,283 - INFO - [Train] step: 58199, loss_mpn: 0.041766, loss_rec: 0.171830, loss_semantic: 1.451095, loss_idmrf: 6.247930, loss_adv_gen: -230.952133, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:31:13,459 - INFO - [Train] step: 58299, loss_adv_disc: 6.238697, lr_disc: 0.000010
+2023-03-22 21:31:13,672 - INFO - [Train] step: 58299, loss_mpn: 0.032495, loss_rec: 0.080917, loss_semantic: 0.903488, loss_idmrf: 5.502150, loss_adv_gen: -160.934555, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:31:45,422 - INFO - [Train] step: 58399, loss_adv_disc: -5.088366, lr_disc: 0.000010
+2023-03-22 21:31:45,631 - INFO - [Train] step: 58399, loss_mpn: 0.011414, loss_rec: 0.065196, loss_semantic: 0.756690, loss_idmrf: 4.126006, loss_adv_gen: -152.067322, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:32:18,443 - INFO - [Train] step: 58499, loss_adv_disc: -5.049019, lr_disc: 0.000010
+2023-03-22 21:32:18,655 - INFO - [Train] step: 58499, loss_mpn: 0.017165, loss_rec: 0.093888, loss_semantic: 0.983070, loss_idmrf: 6.190494, loss_adv_gen: -144.652557, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:32:51,523 - INFO - [Train] step: 58599, loss_adv_disc: -4.599700, lr_disc: 0.000010
+2023-03-22 21:32:51,731 - INFO - [Train] step: 58599, loss_mpn: 0.023032, loss_rec: 0.082038, loss_semantic: 0.674468, loss_idmrf: 2.943923, loss_adv_gen: -153.619492, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:33:23,932 - INFO - [Train] step: 58699, loss_adv_disc: -3.778684, lr_disc: 0.000010
+2023-03-22 21:33:24,147 - INFO - [Train] step: 58699, loss_mpn: 0.025467, loss_rec: 0.081314, loss_semantic: 0.919063, loss_idmrf: 4.708190, loss_adv_gen: -168.351501, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:33:55,909 - INFO - [Train] step: 58799, loss_adv_disc: 2.285689, lr_disc: 0.000010
+2023-03-22 21:33:56,116 - INFO - [Train] step: 58799, loss_mpn: 0.004311, loss_rec: 0.021142, loss_semantic: 0.382685, loss_idmrf: 1.412587, loss_adv_gen: -153.243134, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:34:28,546 - INFO - [Train] step: 58899, loss_adv_disc: 2.553119, lr_disc: 0.000010
+2023-03-22 21:34:28,773 - INFO - [Train] step: 58899, loss_mpn: 0.023511, loss_rec: 0.087785, loss_semantic: 1.001399, loss_idmrf: 4.906110, loss_adv_gen: -191.253662, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:35:01,367 - INFO - [Train] step: 58999, loss_adv_disc: -3.817687, lr_disc: 0.000010
+2023-03-22 21:35:01,585 - INFO - [Train] step: 58999, loss_mpn: 0.033733, loss_rec: 0.111458, loss_semantic: 1.049612, loss_idmrf: 4.788041, loss_adv_gen: -176.111023, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:35:54,819 - INFO - [Eval] step: 58999, bce: 0.051787, psnr: 22.792873, ssim: 0.781764, lpips: 0.174238
+2023-03-22 21:36:30,559 - INFO - [Train] step: 59099, loss_adv_disc: -12.058800, lr_disc: 0.000010
+2023-03-22 21:36:30,765 - INFO - [Train] step: 59099, loss_mpn: 0.023548, loss_rec: 0.057733, loss_semantic: 0.814285, loss_idmrf: 8.892420, loss_adv_gen: -104.825439, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:37:02,092 - INFO - [Train] step: 59199, loss_adv_disc: 0.044476, lr_disc: 0.000010
+2023-03-22 21:37:02,303 - INFO - [Train] step: 59199, loss_mpn: 0.021689, loss_rec: 0.072925, loss_semantic: 0.836093, loss_idmrf: 4.201378, loss_adv_gen: -166.315704, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:37:34,937 - INFO - [Train] step: 59299, loss_adv_disc: -0.714421, lr_disc: 0.000010
+2023-03-22 21:37:35,149 - INFO - [Train] step: 59299, loss_mpn: 0.005228, loss_rec: 0.032027, loss_semantic: 0.404560, loss_idmrf: 2.747308, loss_adv_gen: -132.869919, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:38:07,289 - INFO - [Train] step: 59399, loss_adv_disc: 0.603731, lr_disc: 0.000010
+2023-03-22 21:38:07,496 - INFO - [Train] step: 59399, loss_mpn: 0.012227, loss_rec: 0.061108, loss_semantic: 0.747805, loss_idmrf: 4.347026, loss_adv_gen: -158.832855, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:38:40,190 - INFO - [Train] step: 59499, loss_adv_disc: -0.141055, lr_disc: 0.000010
+2023-03-22 21:38:40,409 - INFO - [Train] step: 59499, loss_mpn: 0.024528, loss_rec: 0.092566, loss_semantic: 1.016901, loss_idmrf: 6.413531, loss_adv_gen: -146.128906, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:39:12,681 - INFO - [Train] step: 59599, loss_adv_disc: 3.998478, lr_disc: 0.000010
+2023-03-22 21:39:12,902 - INFO - [Train] step: 59599, loss_mpn: 0.007239, loss_rec: 0.057949, loss_semantic: 0.703999, loss_idmrf: 2.101136, loss_adv_gen: -187.733810, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:39:45,272 - INFO - [Train] step: 59699, loss_adv_disc: -5.190717, lr_disc: 0.000010
+2023-03-22 21:39:45,487 - INFO - [Train] step: 59699, loss_mpn: 0.017551, loss_rec: 0.086751, loss_semantic: 0.899377, loss_idmrf: 4.432179, loss_adv_gen: -155.969543, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:40:17,661 - INFO - [Train] step: 59799, loss_adv_disc: 4.274840, lr_disc: 0.000010
+2023-03-22 21:40:17,876 - INFO - [Train] step: 59799, loss_mpn: 0.004141, loss_rec: 0.052580, loss_semantic: 0.560747, loss_idmrf: 1.470867, loss_adv_gen: -207.740051, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:40:49,685 - INFO - [Train] step: 59899, loss_adv_disc: -1.824606, lr_disc: 0.000010
+2023-03-22 21:40:49,900 - INFO - [Train] step: 59899, loss_mpn: 0.040208, loss_rec: 0.106326, loss_semantic: 1.252847, loss_idmrf: 6.521438, loss_adv_gen: -190.674561, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:41:22,270 - INFO - [Train] step: 59999, loss_adv_disc: -12.623320, lr_disc: 0.000010
+2023-03-22 21:41:22,489 - INFO - [Train] step: 59999, loss_mpn: 0.032415, loss_rec: 0.135511, loss_semantic: 1.234736, loss_idmrf: 7.844380, loss_adv_gen: -152.848190, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:42:15,309 - INFO - [Eval] step: 59999, bce: 0.051592, psnr: 22.644878, ssim: 0.779332, lpips: 0.173868
+2023-03-22 21:42:51,452 - INFO - [Train] step: 60099, loss_adv_disc: -1.114358, lr_disc: 0.000010
+2023-03-22 21:42:51,661 - INFO - [Train] step: 60099, loss_mpn: 0.017329, loss_rec: 0.061662, loss_semantic: 0.687193, loss_idmrf: 3.592198, loss_adv_gen: -149.454285, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:43:23,914 - INFO - [Train] step: 60199, loss_adv_disc: -7.359542, lr_disc: 0.000010
+2023-03-22 21:43:24,122 - INFO - [Train] step: 60199, loss_mpn: 0.039070, loss_rec: 0.162666, loss_semantic: 1.561000, loss_idmrf: 5.211634, loss_adv_gen: -244.362961, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:43:56,361 - INFO - [Train] step: 60299, loss_adv_disc: -6.964778, lr_disc: 0.000010
+2023-03-22 21:43:56,572 - INFO - [Train] step: 60299, loss_mpn: 0.014545, loss_rec: 0.051067, loss_semantic: 0.472253, loss_idmrf: 5.672783, loss_adv_gen: -157.087784, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:44:28,813 - INFO - [Train] step: 60399, loss_adv_disc: 2.350257, lr_disc: 0.000010
+2023-03-22 21:44:29,023 - INFO - [Train] step: 60399, loss_mpn: 0.011004, loss_rec: 0.069042, loss_semantic: 0.683115, loss_idmrf: 2.514001, loss_adv_gen: -205.431351, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:45:01,341 - INFO - [Train] step: 60499, loss_adv_disc: 5.134029, lr_disc: 0.000010
+2023-03-22 21:45:01,552 - INFO - [Train] step: 60499, loss_mpn: 0.081016, loss_rec: 0.060894, loss_semantic: 0.618793, loss_idmrf: 3.222745, loss_adv_gen: -146.295959, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:45:33,365 - INFO - [Train] step: 60599, loss_adv_disc: 3.875979, lr_disc: 0.000010
+2023-03-22 21:45:33,587 - INFO - [Train] step: 60599, loss_mpn: 0.005557, loss_rec: 0.038590, loss_semantic: 0.461276, loss_idmrf: 1.005175, loss_adv_gen: -176.119675, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:46:06,234 - INFO - [Train] step: 60699, loss_adv_disc: -0.263148, lr_disc: 0.000010
+2023-03-22 21:46:06,443 - INFO - [Train] step: 60699, loss_mpn: 0.009328, loss_rec: 0.045352, loss_semantic: 0.524559, loss_idmrf: 2.250533, loss_adv_gen: -140.526901, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:46:38,336 - INFO - [Train] step: 60799, loss_adv_disc: -10.128132, lr_disc: 0.000010
+2023-03-22 21:46:38,546 - INFO - [Train] step: 60799, loss_mpn: 0.062813, loss_rec: 0.123166, loss_semantic: 1.350917, loss_idmrf: 8.130079, loss_adv_gen: -196.922882, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:47:11,287 - INFO - [Train] step: 60899, loss_adv_disc: -2.437875, lr_disc: 0.000010
+2023-03-22 21:47:11,496 - INFO - [Train] step: 60899, loss_mpn: 0.024816, loss_rec: 0.087838, loss_semantic: 1.065323, loss_idmrf: 5.649986, loss_adv_gen: -136.081161, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:47:43,654 - INFO - [Train] step: 60999, loss_adv_disc: 6.319012, lr_disc: 0.000010
+2023-03-22 21:47:43,867 - INFO - [Train] step: 60999, loss_mpn: 0.005145, loss_rec: 0.027765, loss_semantic: 0.376168, loss_idmrf: 0.871318, loss_adv_gen: -203.395615, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:48:36,374 - INFO - [Eval] step: 60999, bce: 0.052175, psnr: 22.714066, ssim: 0.781210, lpips: 0.174140
+2023-03-22 21:49:12,139 - INFO - [Train] step: 61099, loss_adv_disc: 2.201714, lr_disc: 0.000010
+2023-03-22 21:49:12,350 - INFO - [Train] step: 61099, loss_mpn: 0.010073, loss_rec: 0.052745, loss_semantic: 0.586350, loss_idmrf: 2.429022, loss_adv_gen: -196.283707, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:49:44,819 - INFO - [Train] step: 61199, loss_adv_disc: 0.804595, lr_disc: 0.000010
+2023-03-22 21:49:45,024 - INFO - [Train] step: 61199, loss_mpn: 0.020855, loss_rec: 0.047537, loss_semantic: 0.631962, loss_idmrf: 4.768193, loss_adv_gen: -161.982712, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:50:17,128 - INFO - [Train] step: 61299, loss_adv_disc: -8.238388, lr_disc: 0.000010
+2023-03-22 21:50:17,345 - INFO - [Train] step: 61299, loss_mpn: 0.032283, loss_rec: 0.118828, loss_semantic: 1.072321, loss_idmrf: 7.454854, loss_adv_gen: -173.299500, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:50:50,048 - INFO - [Train] step: 61399, loss_adv_disc: 1.015896, lr_disc: 0.000010
+2023-03-22 21:50:50,260 - INFO - [Train] step: 61399, loss_mpn: 0.039290, loss_rec: 0.093463, loss_semantic: 0.989064, loss_idmrf: 7.045951, loss_adv_gen: -141.501953, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:51:23,074 - INFO - [Train] step: 61499, loss_adv_disc: 2.075430, lr_disc: 0.000010
+2023-03-22 21:51:23,284 - INFO - [Train] step: 61499, loss_mpn: 0.010505, loss_rec: 0.057055, loss_semantic: 0.684505, loss_idmrf: 2.476266, loss_adv_gen: -204.287552, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:51:56,000 - INFO - [Train] step: 61599, loss_adv_disc: 0.601801, lr_disc: 0.000010
+2023-03-22 21:51:56,214 - INFO - [Train] step: 61599, loss_mpn: 0.021625, loss_rec: 0.065907, loss_semantic: 0.793447, loss_idmrf: 3.418453, loss_adv_gen: -151.957352, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:52:28,218 - INFO - [Train] step: 61699, loss_adv_disc: 0.927277, lr_disc: 0.000010
+2023-03-22 21:52:28,426 - INFO - [Train] step: 61699, loss_mpn: 0.010706, loss_rec: 0.052802, loss_semantic: 0.712406, loss_idmrf: 2.481205, loss_adv_gen: -206.257950, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:53:00,764 - INFO - [Train] step: 61799, loss_adv_disc: 0.486016, lr_disc: 0.000010
+2023-03-22 21:53:00,969 - INFO - [Train] step: 61799, loss_mpn: 0.059795, loss_rec: 0.130817, loss_semantic: 1.216445, loss_idmrf: 9.335361, loss_adv_gen: -155.106323, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:53:32,910 - INFO - [Train] step: 61899, loss_adv_disc: 1.937708, lr_disc: 0.000010
+2023-03-22 21:53:33,123 - INFO - [Train] step: 61899, loss_mpn: 0.009802, loss_rec: 0.068432, loss_semantic: 0.696497, loss_idmrf: 3.364959, loss_adv_gen: -183.185120, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:54:05,633 - INFO - [Train] step: 61999, loss_adv_disc: 5.022143, lr_disc: 0.000010
+2023-03-22 21:54:05,841 - INFO - [Train] step: 61999, loss_mpn: 0.005495, loss_rec: 0.035516, loss_semantic: 0.484846, loss_idmrf: 1.646101, loss_adv_gen: -137.256912, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:54:58,937 - INFO - [Eval] step: 61999, bce: 0.051382, psnr: 22.684433, ssim: 0.777963, lpips: 0.175146
+2023-03-22 21:55:35,119 - INFO - [Train] step: 62099, loss_adv_disc: -0.349160, lr_disc: 0.000010
+2023-03-22 21:55:35,328 - INFO - [Train] step: 62099, loss_mpn: 0.005514, loss_rec: 0.025505, loss_semantic: 0.327901, loss_idmrf: 1.578084, loss_adv_gen: -117.901993, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:56:06,978 - INFO - [Train] step: 62199, loss_adv_disc: 3.281116, lr_disc: 0.000010
+2023-03-22 21:56:07,182 - INFO - [Train] step: 62199, loss_mpn: 0.017482, loss_rec: 0.065774, loss_semantic: 0.772693, loss_idmrf: 2.951058, loss_adv_gen: -200.849228, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:56:39,540 - INFO - [Train] step: 62299, loss_adv_disc: -1.383804, lr_disc: 0.000010
+2023-03-22 21:56:39,745 - INFO - [Train] step: 62299, loss_mpn: 0.034218, loss_rec: 0.110812, loss_semantic: 1.050148, loss_idmrf: 4.811867, loss_adv_gen: -186.692383, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:57:12,851 - INFO - [Train] step: 62399, loss_adv_disc: 0.754319, lr_disc: 0.000010
+2023-03-22 21:57:13,060 - INFO - [Train] step: 62399, loss_mpn: 0.019916, loss_rec: 0.050057, loss_semantic: 0.661815, loss_idmrf: 4.788155, loss_adv_gen: -131.543045, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:57:45,166 - INFO - [Train] step: 62499, loss_adv_disc: -10.884530, lr_disc: 0.000010
+2023-03-22 21:57:45,375 - INFO - [Train] step: 62499, loss_mpn: 0.042413, loss_rec: 0.138753, loss_semantic: 1.230975, loss_idmrf: 7.090028, loss_adv_gen: -204.726669, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:58:17,238 - INFO - [Train] step: 62599, loss_adv_disc: -3.399277, lr_disc: 0.000010
+2023-03-22 21:58:17,442 - INFO - [Train] step: 62599, loss_mpn: 0.033579, loss_rec: 0.107201, loss_semantic: 1.027869, loss_idmrf: 6.581653, loss_adv_gen: -168.690033, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:58:49,595 - INFO - [Train] step: 62699, loss_adv_disc: 6.176324, lr_disc: 0.000010
+2023-03-22 21:58:49,804 - INFO - [Train] step: 62699, loss_mpn: 0.016760, loss_rec: 0.044798, loss_semantic: 0.554226, loss_idmrf: 4.514596, loss_adv_gen: -162.480118, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:59:21,252 - INFO - [Train] step: 62799, loss_adv_disc: -1.067782, lr_disc: 0.000010
+2023-03-22 21:59:21,463 - INFO - [Train] step: 62799, loss_mpn: 0.013436, loss_rec: 0.058958, loss_semantic: 0.603366, loss_idmrf: 3.940404, loss_adv_gen: -149.453400, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:59:53,323 - INFO - [Train] step: 62899, loss_adv_disc: 5.714711, lr_disc: 0.000010
+2023-03-22 21:59:53,534 - INFO - [Train] step: 62899, loss_mpn: 0.023188, loss_rec: 0.065718, loss_semantic: 0.767327, loss_idmrf: 4.118829, loss_adv_gen: -158.864105, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:00:25,729 - INFO - [Train] step: 62999, loss_adv_disc: -10.965418, lr_disc: 0.000010
+2023-03-22 22:00:25,941 - INFO - [Train] step: 62999, loss_mpn: 0.051571, loss_rec: 0.131380, loss_semantic: 1.256629, loss_idmrf: 10.032433, loss_adv_gen: -168.049026, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:01:18,584 - INFO - [Eval] step: 62999, bce: 0.051492, psnr: 22.883652, ssim: 0.783989, lpips: 0.172729
+2023-03-22 22:01:54,529 - INFO - [Train] step: 63099, loss_adv_disc: 1.281986, lr_disc: 0.000010
+2023-03-22 22:01:54,745 - INFO - [Train] step: 63099, loss_mpn: 0.035107, loss_rec: 0.059755, loss_semantic: 0.779559, loss_idmrf: 6.165415, loss_adv_gen: -169.139404, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:02:26,494 - INFO - [Train] step: 63199, loss_adv_disc: 3.831182, lr_disc: 0.000010
+2023-03-22 22:02:26,714 - INFO - [Train] step: 63199, loss_mpn: 0.011130, loss_rec: 0.047128, loss_semantic: 0.644680, loss_idmrf: 4.014107, loss_adv_gen: -187.385071, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:02:58,823 - INFO - [Train] step: 63299, loss_adv_disc: 3.656435, lr_disc: 0.000010
+2023-03-22 22:02:59,014 - INFO - [Train] step: 63299, loss_mpn: 0.015985, loss_rec: 0.094238, loss_semantic: 0.831710, loss_idmrf: 2.015520, loss_adv_gen: -230.625671, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:03:31,712 - INFO - [Train] step: 63399, loss_adv_disc: -0.694496, lr_disc: 0.000010
+2023-03-22 22:03:31,922 - INFO - [Train] step: 63399, loss_mpn: 0.006360, loss_rec: 0.031220, loss_semantic: 0.433120, loss_idmrf: 2.125502, loss_adv_gen: -130.336426, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:04:04,946 - INFO - [Train] step: 63499, loss_adv_disc: 1.340866, lr_disc: 0.000010
+2023-03-22 22:04:05,151 - INFO - [Train] step: 63499, loss_mpn: 0.022563, loss_rec: 0.067079, loss_semantic: 0.793764, loss_idmrf: 4.884749, loss_adv_gen: -179.529526, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:04:36,645 - INFO - [Train] step: 63599, loss_adv_disc: 2.298913, lr_disc: 0.000010
+2023-03-22 22:04:36,850 - INFO - [Train] step: 63599, loss_mpn: 0.011374, loss_rec: 0.059854, loss_semantic: 0.661026, loss_idmrf: 2.867278, loss_adv_gen: -143.756653, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:05:08,504 - INFO - [Train] step: 63699, loss_adv_disc: 0.439812, lr_disc: 0.000010
+2023-03-22 22:05:08,710 - INFO - [Train] step: 63699, loss_mpn: 0.013459, loss_rec: 0.035906, loss_semantic: 0.524462, loss_idmrf: 3.013813, loss_adv_gen: -110.254417, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:05:40,784 - INFO - [Train] step: 63799, loss_adv_disc: -3.746976, lr_disc: 0.000010
+2023-03-22 22:05:40,992 - INFO - [Train] step: 63799, loss_mpn: 0.028722, loss_rec: 0.056637, loss_semantic: 0.633560, loss_idmrf: 4.761566, loss_adv_gen: -121.871834, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:06:12,817 - INFO - [Train] step: 63899, loss_adv_disc: 2.351819, lr_disc: 0.000010
+2023-03-22 22:06:13,029 - INFO - [Train] step: 63899, loss_mpn: 0.008479, loss_rec: 0.048977, loss_semantic: 0.760652, loss_idmrf: 2.601288, loss_adv_gen: -152.517456, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:06:44,732 - INFO - [Train] step: 63999, loss_adv_disc: -1.542005, lr_disc: 0.000010
+2023-03-22 22:06:44,942 - INFO - [Train] step: 63999, loss_mpn: 0.022585, loss_rec: 0.056381, loss_semantic: 0.637810, loss_idmrf: 3.012463, loss_adv_gen: -168.991150, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:07:37,829 - INFO - [Eval] step: 63999, bce: 0.051507, psnr: 22.661081, ssim: 0.779979, lpips: 0.173597
+2023-03-22 22:08:14,024 - INFO - [Train] step: 64099, loss_adv_disc: -5.027672, lr_disc: 0.000010
+2023-03-22 22:08:14,247 - INFO - [Train] step: 64099, loss_mpn: 0.020924, loss_rec: 0.110364, loss_semantic: 0.949670, loss_idmrf: 3.564207, loss_adv_gen: -191.801147, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:08:46,324 - INFO - [Train] step: 64199, loss_adv_disc: -4.689226, lr_disc: 0.000010
+2023-03-22 22:08:46,531 - INFO - [Train] step: 64199, loss_mpn: 0.053576, loss_rec: 0.075431, loss_semantic: 0.905075, loss_idmrf: 11.244930, loss_adv_gen: -106.660980, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:09:18,848 - INFO - [Train] step: 64299, loss_adv_disc: -2.826437, lr_disc: 0.000010
+2023-03-22 22:09:19,057 - INFO - [Train] step: 64299, loss_mpn: 0.021769, loss_rec: 0.054839, loss_semantic: 0.704053, loss_idmrf: 5.048672, loss_adv_gen: -112.511360, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:09:51,694 - INFO - [Train] step: 64399, loss_adv_disc: -2.455085, lr_disc: 0.000010
+2023-03-22 22:09:51,912 - INFO - [Train] step: 64399, loss_mpn: 0.026225, loss_rec: 0.067596, loss_semantic: 0.745634, loss_idmrf: 3.895825, loss_adv_gen: -166.784897, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:10:23,637 - INFO - [Train] step: 64499, loss_adv_disc: -0.495468, lr_disc: 0.000010
+2023-03-22 22:10:23,855 - INFO - [Train] step: 64499, loss_mpn: 0.021575, loss_rec: 0.104924, loss_semantic: 0.962693, loss_idmrf: 2.464159, loss_adv_gen: -236.299927, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:10:56,128 - INFO - [Train] step: 64599, loss_adv_disc: 0.532463, lr_disc: 0.000010
+2023-03-22 22:10:56,344 - INFO - [Train] step: 64599, loss_mpn: 0.017921, loss_rec: 0.067382, loss_semantic: 0.786077, loss_idmrf: 5.101705, loss_adv_gen: -185.304260, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:11:28,456 - INFO - [Train] step: 64699, loss_adv_disc: -3.469464, lr_disc: 0.000010
+2023-03-22 22:11:28,664 - INFO - [Train] step: 64699, loss_mpn: 0.044257, loss_rec: 0.115422, loss_semantic: 1.085657, loss_idmrf: 9.154416, loss_adv_gen: -155.653885, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:11:59,960 - INFO - [Train] step: 64799, loss_adv_disc: 0.669146, lr_disc: 0.000010
+2023-03-22 22:12:00,171 - INFO - [Train] step: 64799, loss_mpn: 0.015693, loss_rec: 0.077294, loss_semantic: 0.728868, loss_idmrf: 3.173877, loss_adv_gen: -169.486023, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:12:31,788 - INFO - [Train] step: 64899, loss_adv_disc: -4.113253, lr_disc: 0.000010
+2023-03-22 22:12:31,999 - INFO - [Train] step: 64899, loss_mpn: 0.023147, loss_rec: 0.106499, loss_semantic: 0.806131, loss_idmrf: 4.876526, loss_adv_gen: -176.875122, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:13:03,752 - INFO - [Train] step: 64999, loss_adv_disc: 2.821014, lr_disc: 0.000010
+2023-03-22 22:13:03,962 - INFO - [Train] step: 64999, loss_mpn: 0.005316, loss_rec: 0.039567, loss_semantic: 0.461839, loss_idmrf: 1.113606, loss_adv_gen: -180.287750, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:13:57,943 - INFO - [Eval] step: 64999, bce: 0.050742, psnr: 22.809725, ssim: 0.783540, lpips: 0.173986
+2023-03-22 22:14:33,889 - INFO - [Train] step: 65099, loss_adv_disc: -1.102713, lr_disc: 0.000010
+2023-03-22 22:14:34,092 - INFO - [Train] step: 65099, loss_mpn: 0.015023, loss_rec: 0.067124, loss_semantic: 0.754928, loss_idmrf: 4.498621, loss_adv_gen: -204.420914, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:15:05,949 - INFO - [Train] step: 65199, loss_adv_disc: -6.174058, lr_disc: 0.000010
+2023-03-22 22:15:06,160 - INFO - [Train] step: 65199, loss_mpn: 0.029071, loss_rec: 0.068157, loss_semantic: 0.770043, loss_idmrf: 3.871638, loss_adv_gen: -139.947861, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:15:38,616 - INFO - [Train] step: 65299, loss_adv_disc: -14.545840, lr_disc: 0.000010
+2023-03-22 22:15:38,828 - INFO - [Train] step: 65299, loss_mpn: 0.018138, loss_rec: 0.079815, loss_semantic: 0.802534, loss_idmrf: 5.034126, loss_adv_gen: -127.537148, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:16:11,394 - INFO - [Train] step: 65399, loss_adv_disc: -1.452446, lr_disc: 0.000010
+2023-03-22 22:16:11,600 - INFO - [Train] step: 65399, loss_mpn: 0.008684, loss_rec: 0.045995, loss_semantic: 0.541909, loss_idmrf: 2.476199, loss_adv_gen: -118.322174, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:16:43,390 - INFO - [Train] step: 65499, loss_adv_disc: -0.238630, lr_disc: 0.000010
+2023-03-22 22:16:43,613 - INFO - [Train] step: 65499, loss_mpn: 0.041388, loss_rec: 0.121550, loss_semantic: 1.112256, loss_idmrf: 7.729763, loss_adv_gen: -140.761444, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:17:15,439 - INFO - [Train] step: 65599, loss_adv_disc: -0.958729, lr_disc: 0.000010
+2023-03-22 22:17:15,663 - INFO - [Train] step: 65599, loss_mpn: 0.014770, loss_rec: 0.051697, loss_semantic: 0.654498, loss_idmrf: 5.237560, loss_adv_gen: -91.843925, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:17:47,811 - INFO - [Train] step: 65699, loss_adv_disc: -12.100603, lr_disc: 0.000010
+2023-03-22 22:17:48,023 - INFO - [Train] step: 65699, loss_mpn: 0.038035, loss_rec: 0.097997, loss_semantic: 0.946428, loss_idmrf: 10.516010, loss_adv_gen: -162.493652, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:18:20,597 - INFO - [Train] step: 65799, loss_adv_disc: -3.658674, lr_disc: 0.000010
+2023-03-22 22:18:20,804 - INFO - [Train] step: 65799, loss_mpn: 0.082949, loss_rec: 0.110042, loss_semantic: 1.088842, loss_idmrf: 6.910829, loss_adv_gen: -142.221542, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:18:52,736 - INFO - [Train] step: 65899, loss_adv_disc: -6.801534, lr_disc: 0.000010
+2023-03-22 22:18:52,947 - INFO - [Train] step: 65899, loss_mpn: 0.030083, loss_rec: 0.051972, loss_semantic: 0.647262, loss_idmrf: 5.192229, loss_adv_gen: -137.734558, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:19:25,447 - INFO - [Train] step: 65999, loss_adv_disc: 4.800801, lr_disc: 0.000010
+2023-03-22 22:19:25,657 - INFO - [Train] step: 65999, loss_mpn: 0.007024, loss_rec: 0.034011, loss_semantic: 0.417073, loss_idmrf: 1.770164, loss_adv_gen: -190.728958, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:20:18,336 - INFO - [Eval] step: 65999, bce: 0.052215, psnr: 22.675493, ssim: 0.778720, lpips: 0.173750
+2023-03-22 22:20:54,567 - INFO - [Train] step: 66099, loss_adv_disc: -2.159145, lr_disc: 0.000010
+2023-03-22 22:20:54,772 - INFO - [Train] step: 66099, loss_mpn: 0.023628, loss_rec: 0.057251, loss_semantic: 0.671047, loss_idmrf: 6.389918, loss_adv_gen: -99.256783, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:21:26,684 - INFO - [Train] step: 66199, loss_adv_disc: -3.283730, lr_disc: 0.000010
+2023-03-22 22:21:26,900 - INFO - [Train] step: 66199, loss_mpn: 0.019937, loss_rec: 0.077515, loss_semantic: 1.020856, loss_idmrf: 5.841574, loss_adv_gen: -183.592285, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:21:59,187 - INFO - [Train] step: 66299, loss_adv_disc: -6.425835, lr_disc: 0.000010
+2023-03-22 22:21:59,410 - INFO - [Train] step: 66299, loss_mpn: 0.052058, loss_rec: 0.140145, loss_semantic: 1.137971, loss_idmrf: 10.115055, loss_adv_gen: -139.352707, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:22:31,211 - INFO - [Train] step: 66399, loss_adv_disc: -0.799435, lr_disc: 0.000010
+2023-03-22 22:22:31,425 - INFO - [Train] step: 66399, loss_mpn: 0.029567, loss_rec: 0.086495, loss_semantic: 0.850999, loss_idmrf: 5.256467, loss_adv_gen: -177.596695, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:23:03,419 - INFO - [Train] step: 66499, loss_adv_disc: -0.711390, lr_disc: 0.000010
+2023-03-22 22:23:03,634 - INFO - [Train] step: 66499, loss_mpn: 0.009179, loss_rec: 0.037855, loss_semantic: 0.552602, loss_idmrf: 2.127222, loss_adv_gen: -133.268906, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:23:35,690 - INFO - [Train] step: 66599, loss_adv_disc: 1.111658, lr_disc: 0.000010
+2023-03-22 22:23:35,902 - INFO - [Train] step: 66599, loss_mpn: 0.039708, loss_rec: 0.093833, loss_semantic: 1.054422, loss_idmrf: 5.186871, loss_adv_gen: -167.403717, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:24:07,910 - INFO - [Train] step: 66699, loss_adv_disc: -0.412469, lr_disc: 0.000010
+2023-03-22 22:24:08,109 - INFO - [Train] step: 66699, loss_mpn: 0.030357, loss_rec: 0.115894, loss_semantic: 1.052074, loss_idmrf: 5.768587, loss_adv_gen: -181.107208, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:24:40,413 - INFO - [Train] step: 66799, loss_adv_disc: -11.396594, lr_disc: 0.000010
+2023-03-22 22:24:40,623 - INFO - [Train] step: 66799, loss_mpn: 0.035396, loss_rec: 0.125431, loss_semantic: 1.159599, loss_idmrf: 7.004102, loss_adv_gen: -187.680847, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:25:12,463 - INFO - [Train] step: 66899, loss_adv_disc: -11.100224, lr_disc: 0.000010
+2023-03-22 22:25:12,666 - INFO - [Train] step: 66899, loss_mpn: 0.028152, loss_rec: 0.123270, loss_semantic: 1.259160, loss_idmrf: 5.610946, loss_adv_gen: -175.868713, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:25:44,519 - INFO - [Train] step: 66999, loss_adv_disc: -3.584611, lr_disc: 0.000010
+2023-03-22 22:25:44,731 - INFO - [Train] step: 66999, loss_mpn: 0.036141, loss_rec: 0.057095, loss_semantic: 0.772127, loss_idmrf: 6.284118, loss_adv_gen: -133.816879, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:26:38,071 - INFO - [Eval] step: 66999, bce: 0.052998, psnr: 22.815496, ssim: 0.783205, lpips: 0.173790
+2023-03-22 22:27:13,568 - INFO - [Train] step: 67099, loss_adv_disc: -10.290632, lr_disc: 0.000010
+2023-03-22 22:27:13,773 - INFO - [Train] step: 67099, loss_mpn: 0.030686, loss_rec: 0.121867, loss_semantic: 1.038240, loss_idmrf: 6.194906, loss_adv_gen: -199.987228, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:27:45,945 - INFO - [Train] step: 67199, loss_adv_disc: -1.232662, lr_disc: 0.000010
+2023-03-22 22:27:46,153 - INFO - [Train] step: 67199, loss_mpn: 0.029205, loss_rec: 0.109626, loss_semantic: 1.088679, loss_idmrf: 5.818276, loss_adv_gen: -189.906067, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:28:17,925 - INFO - [Train] step: 67299, loss_adv_disc: -1.250337, lr_disc: 0.000010
+2023-03-22 22:28:18,137 - INFO - [Train] step: 67299, loss_mpn: 0.045159, loss_rec: 0.100527, loss_semantic: 1.048683, loss_idmrf: 5.752528, loss_adv_gen: -185.443863, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:28:50,636 - INFO - [Train] step: 67399, loss_adv_disc: -5.347886, lr_disc: 0.000010
+2023-03-22 22:28:50,845 - INFO - [Train] step: 67399, loss_mpn: 0.034308, loss_rec: 0.143674, loss_semantic: 1.348866, loss_idmrf: 6.993375, loss_adv_gen: -189.214508, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:29:22,517 - INFO - [Train] step: 67499, loss_adv_disc: 2.950480, lr_disc: 0.000010
+2023-03-22 22:29:22,723 - INFO - [Train] step: 67499, loss_mpn: 0.003224, loss_rec: 0.021298, loss_semantic: 0.336019, loss_idmrf: 1.229851, loss_adv_gen: -149.497284, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:29:54,752 - INFO - [Train] step: 67599, loss_adv_disc: 1.810081, lr_disc: 0.000010
+2023-03-22 22:29:54,970 - INFO - [Train] step: 67599, loss_mpn: 0.030750, loss_rec: 0.078220, loss_semantic: 0.764686, loss_idmrf: 3.247144, loss_adv_gen: -187.175339, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:30:26,826 - INFO - [Train] step: 67699, loss_adv_disc: 4.370439, lr_disc: 0.000010
+2023-03-22 22:30:27,029 - INFO - [Train] step: 67699, loss_mpn: 0.021493, loss_rec: 0.089345, loss_semantic: 0.940613, loss_idmrf: 4.462722, loss_adv_gen: -173.272308, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:30:59,357 - INFO - [Train] step: 67799, loss_adv_disc: 5.183568, lr_disc: 0.000010
+2023-03-22 22:30:59,566 - INFO - [Train] step: 67799, loss_mpn: 0.023242, loss_rec: 0.074330, loss_semantic: 0.871352, loss_idmrf: 4.031388, loss_adv_gen: -195.753098, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:31:31,738 - INFO - [Train] step: 67899, loss_adv_disc: -11.413597, lr_disc: 0.000010
+2023-03-22 22:31:31,950 - INFO - [Train] step: 67899, loss_mpn: 0.036423, loss_rec: 0.125109, loss_semantic: 1.087351, loss_idmrf: 6.261556, loss_adv_gen: -145.221649, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:32:04,139 - INFO - [Train] step: 67999, loss_adv_disc: 0.905932, lr_disc: 0.000010
+2023-03-22 22:32:04,347 - INFO - [Train] step: 67999, loss_mpn: 0.018878, loss_rec: 0.105621, loss_semantic: 1.065840, loss_idmrf: 4.220497, loss_adv_gen: -176.105530, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:32:57,967 - INFO - [Eval] step: 67999, bce: 0.051072, psnr: 22.743227, ssim: 0.780585, lpips: 0.173971
+2023-03-22 22:33:34,035 - INFO - [Train] step: 68099, loss_adv_disc: 3.682290, lr_disc: 0.000010
+2023-03-22 22:33:34,240 - INFO - [Train] step: 68099, loss_mpn: 0.016565, loss_rec: 0.058017, loss_semantic: 0.775856, loss_idmrf: 3.780549, loss_adv_gen: -195.048203, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:34:06,691 - INFO - [Train] step: 68199, loss_adv_disc: -1.645138, lr_disc: 0.000010
+2023-03-22 22:34:06,907 - INFO - [Train] step: 68199, loss_mpn: 0.023866, loss_rec: 0.086868, loss_semantic: 0.896606, loss_idmrf: 5.836666, loss_adv_gen: -159.830795, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:34:39,465 - INFO - [Train] step: 68299, loss_adv_disc: -6.431007, lr_disc: 0.000010
+2023-03-22 22:34:39,677 - INFO - [Train] step: 68299, loss_mpn: 0.024166, loss_rec: 0.115943, loss_semantic: 1.458564, loss_idmrf: 6.085521, loss_adv_gen: -161.629089, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:35:11,127 - INFO - [Train] step: 68399, loss_adv_disc: 5.875772, lr_disc: 0.000010
+2023-03-22 22:35:11,342 - INFO - [Train] step: 68399, loss_mpn: 0.032975, loss_rec: 0.104299, loss_semantic: 0.960258, loss_idmrf: 5.833098, loss_adv_gen: -186.873917, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:35:43,752 - INFO - [Train] step: 68499, loss_adv_disc: -1.437884, lr_disc: 0.000010
+2023-03-22 22:35:43,965 - INFO - [Train] step: 68499, loss_mpn: 0.041446, loss_rec: 0.072902, loss_semantic: 0.953167, loss_idmrf: 4.264758, loss_adv_gen: -106.447121, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:36:16,248 - INFO - [Train] step: 68599, loss_adv_disc: -3.630359, lr_disc: 0.000010
+2023-03-22 22:36:16,462 - INFO - [Train] step: 68599, loss_mpn: 0.026079, loss_rec: 0.102916, loss_semantic: 0.957131, loss_idmrf: 5.273552, loss_adv_gen: -181.983566, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:36:48,387 - INFO - [Train] step: 68699, loss_adv_disc: 1.676024, lr_disc: 0.000010
+2023-03-22 22:36:48,594 - INFO - [Train] step: 68699, loss_mpn: 0.005825, loss_rec: 0.057490, loss_semantic: 0.671202, loss_idmrf: 2.430921, loss_adv_gen: -130.654694, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:37:20,601 - INFO - [Train] step: 68799, loss_adv_disc: 0.670422, lr_disc: 0.000010
+2023-03-22 22:37:20,814 - INFO - [Train] step: 68799, loss_mpn: 0.030331, loss_rec: 0.071457, loss_semantic: 0.726021, loss_idmrf: 5.592076, loss_adv_gen: -122.382919, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:37:53,197 - INFO - [Train] step: 68899, loss_adv_disc: -1.613567, lr_disc: 0.000010
+2023-03-22 22:37:53,406 - INFO - [Train] step: 68899, loss_mpn: 0.035133, loss_rec: 0.117601, loss_semantic: 1.307141, loss_idmrf: 6.461442, loss_adv_gen: -211.022522, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:38:25,187 - INFO - [Train] step: 68999, loss_adv_disc: -7.340426, lr_disc: 0.000010
+2023-03-22 22:38:25,398 - INFO - [Train] step: 68999, loss_mpn: 0.024649, loss_rec: 0.110886, loss_semantic: 1.006715, loss_idmrf: 3.913719, loss_adv_gen: -164.071014, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:39:19,472 - INFO - [Eval] step: 68999, bce: 0.051779, psnr: 22.767031, ssim: 0.780289, lpips: 0.173552
+2023-03-22 22:39:55,098 - INFO - [Train] step: 69099, loss_adv_disc: 5.382049, lr_disc: 0.000010
+2023-03-22 22:39:55,304 - INFO - [Train] step: 69099, loss_mpn: 0.005784, loss_rec: 0.042455, loss_semantic: 0.460168, loss_idmrf: 0.882852, loss_adv_gen: -222.547729, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:40:28,235 - INFO - [Train] step: 69199, loss_adv_disc: -6.486895, lr_disc: 0.000010
+2023-03-22 22:40:28,447 - INFO - [Train] step: 69199, loss_mpn: 0.019926, loss_rec: 0.092354, loss_semantic: 0.897451, loss_idmrf: 3.770420, loss_adv_gen: -174.820251, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:41:00,589 - INFO - [Train] step: 69299, loss_adv_disc: 0.354784, lr_disc: 0.000010
+2023-03-22 22:41:00,802 - INFO - [Train] step: 69299, loss_mpn: 0.011915, loss_rec: 0.046554, loss_semantic: 0.599311, loss_idmrf: 2.268205, loss_adv_gen: -154.547562, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:41:32,677 - INFO - [Train] step: 69399, loss_adv_disc: 3.718431, lr_disc: 0.000010
+2023-03-22 22:41:32,889 - INFO - [Train] step: 69399, loss_mpn: 0.040078, loss_rec: 0.101596, loss_semantic: 0.911103, loss_idmrf: 8.197123, loss_adv_gen: -118.312347, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:42:04,392 - INFO - [Train] step: 69499, loss_adv_disc: 2.278587, lr_disc: 0.000010
+2023-03-22 22:42:04,597 - INFO - [Train] step: 69499, loss_mpn: 0.011377, loss_rec: 0.044381, loss_semantic: 0.684665, loss_idmrf: 4.229352, loss_adv_gen: -197.851639, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:42:36,686 - INFO - [Train] step: 69599, loss_adv_disc: 0.246540, lr_disc: 0.000010
+2023-03-22 22:42:36,896 - INFO - [Train] step: 69599, loss_mpn: 0.006351, loss_rec: 0.040278, loss_semantic: 0.568793, loss_idmrf: 3.214811, loss_adv_gen: -132.385178, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:43:09,232 - INFO - [Train] step: 69699, loss_adv_disc: 1.797274, lr_disc: 0.000010
+2023-03-22 22:43:09,443 - INFO - [Train] step: 69699, loss_mpn: 0.006878, loss_rec: 0.031209, loss_semantic: 0.454712, loss_idmrf: 2.335512, loss_adv_gen: -102.183128, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:43:42,005 - INFO - [Train] step: 69799, loss_adv_disc: 4.270025, lr_disc: 0.000010
+2023-03-22 22:43:42,214 - INFO - [Train] step: 69799, loss_mpn: 0.037504, loss_rec: 0.089934, loss_semantic: 0.924220, loss_idmrf: 8.152853, loss_adv_gen: -153.708130, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:44:13,723 - INFO - [Train] step: 69899, loss_adv_disc: 4.637877, lr_disc: 0.000010
+2023-03-22 22:44:13,935 - INFO - [Train] step: 69899, loss_mpn: 0.026153, loss_rec: 0.087937, loss_semantic: 0.826940, loss_idmrf: 4.090246, loss_adv_gen: -173.347229, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:44:45,736 - INFO - [Train] step: 69999, loss_adv_disc: 4.222505, lr_disc: 0.000010
+2023-03-22 22:44:45,942 - INFO - [Train] step: 69999, loss_mpn: 0.020148, loss_rec: 0.047415, loss_semantic: 0.604687, loss_idmrf: 1.980454, loss_adv_gen: -138.708344, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:45:37,421 - INFO - [Eval] step: 69999, bce: 0.051425, psnr: 22.823839, ssim: 0.781063, lpips: 0.173723
+2023-03-22 22:46:13,448 - INFO - [Train] step: 70099, loss_adv_disc: -1.533543, lr_disc: 0.000010
+2023-03-22 22:46:13,661 - INFO - [Train] step: 70099, loss_mpn: 0.027105, loss_rec: 0.066518, loss_semantic: 0.828873, loss_idmrf: 4.779834, loss_adv_gen: -147.778168, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:46:45,408 - INFO - [Train] step: 70199, loss_adv_disc: -5.298450, lr_disc: 0.000010
+2023-03-22 22:46:45,623 - INFO - [Train] step: 70199, loss_mpn: 0.046104, loss_rec: 0.090280, loss_semantic: 1.037398, loss_idmrf: 6.285268, loss_adv_gen: -133.857712, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:47:17,710 - INFO - [Train] step: 70299, loss_adv_disc: 1.590434, lr_disc: 0.000010
+2023-03-22 22:47:17,919 - INFO - [Train] step: 70299, loss_mpn: 0.052232, loss_rec: 0.106387, loss_semantic: 0.967370, loss_idmrf: 6.493951, loss_adv_gen: -155.397766, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:47:49,261 - INFO - [Train] step: 70399, loss_adv_disc: 1.311466, lr_disc: 0.000010
+2023-03-22 22:47:49,475 - INFO - [Train] step: 70399, loss_mpn: 0.029470, loss_rec: 0.092850, loss_semantic: 0.801807, loss_idmrf: 3.956145, loss_adv_gen: -187.795670, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:48:20,712 - INFO - [Train] step: 70499, loss_adv_disc: -2.904139, lr_disc: 0.000010
+2023-03-22 22:48:20,924 - INFO - [Train] step: 70499, loss_mpn: 0.013248, loss_rec: 0.090888, loss_semantic: 0.930870, loss_idmrf: 4.162182, loss_adv_gen: -159.945969, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:48:52,953 - INFO - [Train] step: 70599, loss_adv_disc: 3.544674, lr_disc: 0.000010
+2023-03-22 22:48:53,163 - INFO - [Train] step: 70599, loss_mpn: 0.057011, loss_rec: 0.088753, loss_semantic: 1.041335, loss_idmrf: 6.889919, loss_adv_gen: -142.087250, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:49:24,795 - INFO - [Train] step: 70699, loss_adv_disc: -10.349901, lr_disc: 0.000010
+2023-03-22 22:49:25,002 - INFO - [Train] step: 70699, loss_mpn: 0.031416, loss_rec: 0.123087, loss_semantic: 1.030483, loss_idmrf: 5.423976, loss_adv_gen: -176.733841, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:49:57,065 - INFO - [Train] step: 70799, loss_adv_disc: 0.046189, lr_disc: 0.000010
+2023-03-22 22:49:57,268 - INFO - [Train] step: 70799, loss_mpn: 0.014262, loss_rec: 0.050158, loss_semantic: 0.581085, loss_idmrf: 2.232740, loss_adv_gen: -143.854309, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:50:29,265 - INFO - [Train] step: 70899, loss_adv_disc: -2.559212, lr_disc: 0.000010
+2023-03-22 22:50:29,474 - INFO - [Train] step: 70899, loss_mpn: 0.027834, loss_rec: 0.081628, loss_semantic: 0.701126, loss_idmrf: 3.450143, loss_adv_gen: -168.648300, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:51:01,237 - INFO - [Train] step: 70999, loss_adv_disc: 1.543542, lr_disc: 0.000010
+2023-03-22 22:51:01,445 - INFO - [Train] step: 70999, loss_mpn: 0.019275, loss_rec: 0.082625, loss_semantic: 0.906779, loss_idmrf: 4.293176, loss_adv_gen: -172.184357, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:51:53,460 - INFO - [Eval] step: 70999, bce: 0.052132, psnr: 22.741686, ssim: 0.779920, lpips: 0.173486
+2023-03-22 22:52:29,062 - INFO - [Train] step: 71099, loss_adv_disc: 2.316303, lr_disc: 0.000010
+2023-03-22 22:52:29,272 - INFO - [Train] step: 71099, loss_mpn: 0.017586, loss_rec: 0.065000, loss_semantic: 0.738857, loss_idmrf: 3.048045, loss_adv_gen: -196.673660, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:53:01,553 - INFO - [Train] step: 71199, loss_adv_disc: 2.430827, lr_disc: 0.000010
+2023-03-22 22:53:01,769 - INFO - [Train] step: 71199, loss_mpn: 0.010317, loss_rec: 0.043114, loss_semantic: 0.636698, loss_idmrf: 3.766903, loss_adv_gen: -138.797485, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:53:33,310 - INFO - [Train] step: 71299, loss_adv_disc: 1.439996, lr_disc: 0.000010
+2023-03-22 22:53:33,514 - INFO - [Train] step: 71299, loss_mpn: 0.009672, loss_rec: 0.045783, loss_semantic: 0.599186, loss_idmrf: 2.792717, loss_adv_gen: -119.169426, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:54:05,722 - INFO - [Train] step: 71399, loss_adv_disc: -0.733109, lr_disc: 0.000010
+2023-03-22 22:54:05,931 - INFO - [Train] step: 71399, loss_mpn: 0.012206, loss_rec: 0.058840, loss_semantic: 0.827420, loss_idmrf: 5.011923, loss_adv_gen: -158.849518, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:54:37,665 - INFO - [Train] step: 71499, loss_adv_disc: -2.318947, lr_disc: 0.000010
+2023-03-22 22:54:37,873 - INFO - [Train] step: 71499, loss_mpn: 0.030016, loss_rec: 0.077701, loss_semantic: 0.869935, loss_idmrf: 4.990963, loss_adv_gen: -181.630096, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:55:09,411 - INFO - [Train] step: 71599, loss_adv_disc: -2.216697, lr_disc: 0.000010
+2023-03-22 22:55:09,619 - INFO - [Train] step: 71599, loss_mpn: 0.035533, loss_rec: 0.074742, loss_semantic: 1.022303, loss_idmrf: 8.686661, loss_adv_gen: -118.281067, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:55:41,468 - INFO - [Train] step: 71699, loss_adv_disc: -4.459040, lr_disc: 0.000010
+2023-03-22 22:55:41,678 - INFO - [Train] step: 71699, loss_mpn: 0.008109, loss_rec: 0.039669, loss_semantic: 0.491589, loss_idmrf: 2.063015, loss_adv_gen: -107.507957, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:56:13,767 - INFO - [Train] step: 71799, loss_adv_disc: 0.796138, lr_disc: 0.000010
+2023-03-22 22:56:13,988 - INFO - [Train] step: 71799, loss_mpn: 0.018370, loss_rec: 0.037319, loss_semantic: 0.666160, loss_idmrf: 5.658697, loss_adv_gen: -101.133369, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:56:46,342 - INFO - [Train] step: 71899, loss_adv_disc: 1.350590, lr_disc: 0.000010
+2023-03-22 22:56:46,562 - INFO - [Train] step: 71899, loss_mpn: 0.019260, loss_rec: 0.090172, loss_semantic: 0.780735, loss_idmrf: 3.266664, loss_adv_gen: -181.792053, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:57:18,018 - INFO - [Train] step: 71999, loss_adv_disc: -4.402750, lr_disc: 0.000010
+2023-03-22 22:57:18,219 - INFO - [Train] step: 71999, loss_mpn: 0.027345, loss_rec: 0.076961, loss_semantic: 0.820384, loss_idmrf: 5.560144, loss_adv_gen: -191.615601, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:58:10,624 - INFO - [Eval] step: 71999, bce: 0.053282, psnr: 22.745518, ssim: 0.778375, lpips: 0.174734
+2023-03-22 22:58:45,992 - INFO - [Train] step: 72099, loss_adv_disc: -4.135826, lr_disc: 0.000010
+2023-03-22 22:58:46,204 - INFO - [Train] step: 72099, loss_mpn: 0.024748, loss_rec: 0.066065, loss_semantic: 0.875176, loss_idmrf: 4.767365, loss_adv_gen: -152.444946, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:59:18,638 - INFO - [Train] step: 72199, loss_adv_disc: -7.581702, lr_disc: 0.000010
+2023-03-22 22:59:18,843 - INFO - [Train] step: 72199, loss_mpn: 0.011346, loss_rec: 0.084761, loss_semantic: 0.866626, loss_idmrf: 2.136046, loss_adv_gen: -209.807755, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:59:49,939 - INFO - [Train] step: 72299, loss_adv_disc: 3.473985, lr_disc: 0.000010
+2023-03-22 22:59:50,163 - INFO - [Train] step: 72299, loss_mpn: 0.003541, loss_rec: 0.044447, loss_semantic: 0.523841, loss_idmrf: 1.571516, loss_adv_gen: -211.394180, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:00:21,751 - INFO - [Train] step: 72399, loss_adv_disc: -4.921799, lr_disc: 0.000010
+2023-03-22 23:00:21,973 - INFO - [Train] step: 72399, loss_mpn: 0.018817, loss_rec: 0.096134, loss_semantic: 1.151094, loss_idmrf: 4.706089, loss_adv_gen: -196.818039, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:00:53,842 - INFO - [Train] step: 72499, loss_adv_disc: 6.065264, lr_disc: 0.000010
+2023-03-22 23:00:54,051 - INFO - [Train] step: 72499, loss_mpn: 0.012163, loss_rec: 0.061710, loss_semantic: 0.691297, loss_idmrf: 1.592585, loss_adv_gen: -196.135117, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:01:25,399 - INFO - [Train] step: 72599, loss_adv_disc: 4.062516, lr_disc: 0.000010
+2023-03-22 23:01:25,605 - INFO - [Train] step: 72599, loss_mpn: 0.021887, loss_rec: 0.082670, loss_semantic: 0.952735, loss_idmrf: 3.990896, loss_adv_gen: -191.868210, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:01:57,232 - INFO - [Train] step: 72699, loss_adv_disc: -0.211068, lr_disc: 0.000010
+2023-03-22 23:01:57,440 - INFO - [Train] step: 72699, loss_mpn: 0.025301, loss_rec: 0.065727, loss_semantic: 0.589608, loss_idmrf: 2.918738, loss_adv_gen: -170.315598, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:02:28,374 - INFO - [Train] step: 72799, loss_adv_disc: 1.245351, lr_disc: 0.000010
+2023-03-22 23:02:28,584 - INFO - [Train] step: 72799, loss_mpn: 0.004517, loss_rec: 0.022638, loss_semantic: 0.322575, loss_idmrf: 1.467248, loss_adv_gen: -89.291245, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:03:00,423 - INFO - [Train] step: 72899, loss_adv_disc: -1.173705, lr_disc: 0.000010
+2023-03-22 23:03:00,627 - INFO - [Train] step: 72899, loss_mpn: 0.031611, loss_rec: 0.099856, loss_semantic: 1.017343, loss_idmrf: 8.516926, loss_adv_gen: -131.348907, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:03:32,399 - INFO - [Train] step: 72999, loss_adv_disc: -7.985915, lr_disc: 0.000010
+2023-03-22 23:03:32,607 - INFO - [Train] step: 72999, loss_mpn: 0.028701, loss_rec: 0.123661, loss_semantic: 1.200603, loss_idmrf: 5.568853, loss_adv_gen: -215.581406, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:04:24,959 - INFO - [Eval] step: 72999, bce: 0.051729, psnr: 22.834478, ssim: 0.782772, lpips: 0.173114
+2023-03-22 23:05:00,476 - INFO - [Train] step: 73099, loss_adv_disc: -0.833650, lr_disc: 0.000010
+2023-03-22 23:05:00,685 - INFO - [Train] step: 73099, loss_mpn: 0.024218, loss_rec: 0.071723, loss_semantic: 0.835908, loss_idmrf: 5.494266, loss_adv_gen: -177.983414, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:05:33,336 - INFO - [Train] step: 73199, loss_adv_disc: -8.948948, lr_disc: 0.000010
+2023-03-22 23:05:33,546 - INFO - [Train] step: 73199, loss_mpn: 0.029912, loss_rec: 0.153821, loss_semantic: 1.240248, loss_idmrf: 4.618310, loss_adv_gen: -195.835922, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:06:05,253 - INFO - [Train] step: 73299, loss_adv_disc: -14.043835, lr_disc: 0.000010
+2023-03-22 23:06:05,464 - INFO - [Train] step: 73299, loss_mpn: 0.016531, loss_rec: 0.091318, loss_semantic: 0.887515, loss_idmrf: 5.901190, loss_adv_gen: -118.578720, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:06:36,750 - INFO - [Train] step: 73399, loss_adv_disc: -2.229461, lr_disc: 0.000010
+2023-03-22 23:06:36,957 - INFO - [Train] step: 73399, loss_mpn: 0.025979, loss_rec: 0.067478, loss_semantic: 0.697075, loss_idmrf: 2.705868, loss_adv_gen: -164.351059, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:07:09,054 - INFO - [Train] step: 73499, loss_adv_disc: -2.207694, lr_disc: 0.000010
+2023-03-22 23:07:09,260 - INFO - [Train] step: 73499, loss_mpn: 0.033091, loss_rec: 0.043948, loss_semantic: 0.512429, loss_idmrf: 6.716080, loss_adv_gen: -116.461067, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:07:40,627 - INFO - [Train] step: 73599, loss_adv_disc: 3.270809, lr_disc: 0.000010
+2023-03-22 23:07:40,837 - INFO - [Train] step: 73599, loss_mpn: 0.009307, loss_rec: 0.035372, loss_semantic: 0.523228, loss_idmrf: 3.562512, loss_adv_gen: -90.460266, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:08:12,422 - INFO - [Train] step: 73699, loss_adv_disc: -0.036423, lr_disc: 0.000010
+2023-03-22 23:08:12,635 - INFO - [Train] step: 73699, loss_mpn: 0.015901, loss_rec: 0.062911, loss_semantic: 0.805359, loss_idmrf: 3.362365, loss_adv_gen: -144.924622, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:08:43,949 - INFO - [Train] step: 73799, loss_adv_disc: -1.353105, lr_disc: 0.000010
+2023-03-22 23:08:44,163 - INFO - [Train] step: 73799, loss_mpn: 0.024616, loss_rec: 0.080336, loss_semantic: 0.807548, loss_idmrf: 3.774341, loss_adv_gen: -138.305939, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:09:15,929 - INFO - [Train] step: 73899, loss_adv_disc: -0.859344, lr_disc: 0.000010
+2023-03-22 23:09:16,140 - INFO - [Train] step: 73899, loss_mpn: 0.058291, loss_rec: 0.161245, loss_semantic: 1.362047, loss_idmrf: 8.466331, loss_adv_gen: -245.260773, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:09:47,410 - INFO - [Train] step: 73999, loss_adv_disc: -2.495161, lr_disc: 0.000010
+2023-03-22 23:09:47,639 - INFO - [Train] step: 73999, loss_mpn: 0.021996, loss_rec: 0.076236, loss_semantic: 0.738412, loss_idmrf: 4.009016, loss_adv_gen: -164.452774, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:10:39,318 - INFO - [Eval] step: 73999, bce: 0.053961, psnr: 22.744307, ssim: 0.781179, lpips: 0.172705
+2023-03-22 23:11:15,238 - INFO - [Train] step: 74099, loss_adv_disc: 3.439827, lr_disc: 0.000010
+2023-03-22 23:11:15,444 - INFO - [Train] step: 74099, loss_mpn: 0.028790, loss_rec: 0.087433, loss_semantic: 0.938881, loss_idmrf: 4.475627, loss_adv_gen: -191.192291, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:11:47,643 - INFO - [Train] step: 74199, loss_adv_disc: -3.699543, lr_disc: 0.000010
+2023-03-22 23:11:47,854 - INFO - [Train] step: 74199, loss_mpn: 0.034323, loss_rec: 0.145792, loss_semantic: 1.407796, loss_idmrf: 7.522196, loss_adv_gen: -218.704010, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:12:19,299 - INFO - [Train] step: 74299, loss_adv_disc: 3.309204, lr_disc: 0.000010
+2023-03-22 23:12:19,510 - INFO - [Train] step: 74299, loss_mpn: 0.012124, loss_rec: 0.068518, loss_semantic: 0.949810, loss_idmrf: 3.378177, loss_adv_gen: -176.931976, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:12:51,013 - INFO - [Train] step: 74399, loss_adv_disc: -13.177128, lr_disc: 0.000010
+2023-03-22 23:12:51,220 - INFO - [Train] step: 74399, loss_mpn: 0.025870, loss_rec: 0.097433, loss_semantic: 0.995852, loss_idmrf: 6.403422, loss_adv_gen: -182.684296, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:13:22,707 - INFO - [Train] step: 74499, loss_adv_disc: -5.584963, lr_disc: 0.000010
+2023-03-22 23:13:22,919 - INFO - [Train] step: 74499, loss_mpn: 0.020838, loss_rec: 0.054150, loss_semantic: 0.636221, loss_idmrf: 3.724267, loss_adv_gen: -101.292915, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:13:54,005 - INFO - [Train] step: 74599, loss_adv_disc: -1.846120, lr_disc: 0.000010
+2023-03-22 23:13:54,221 - INFO - [Train] step: 74599, loss_mpn: 0.030239, loss_rec: 0.078638, loss_semantic: 1.030815, loss_idmrf: 4.144704, loss_adv_gen: -169.610275, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:14:25,937 - INFO - [Train] step: 74699, loss_adv_disc: 3.010989, lr_disc: 0.000010
+2023-03-22 23:14:26,146 - INFO - [Train] step: 74699, loss_mpn: 0.008757, loss_rec: 0.076610, loss_semantic: 0.756595, loss_idmrf: 2.138182, loss_adv_gen: -226.061218, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:14:57,907 - INFO - [Train] step: 74799, loss_adv_disc: 0.200532, lr_disc: 0.000010
+2023-03-22 23:14:58,125 - INFO - [Train] step: 74799, loss_mpn: 0.023465, loss_rec: 0.058065, loss_semantic: 0.752150, loss_idmrf: 4.616373, loss_adv_gen: -143.618790, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:15:29,909 - INFO - [Train] step: 74899, loss_adv_disc: -3.295007, lr_disc: 0.000010
+2023-03-22 23:15:30,121 - INFO - [Train] step: 74899, loss_mpn: 0.018393, loss_rec: 0.071909, loss_semantic: 0.834096, loss_idmrf: 4.287949, loss_adv_gen: -118.079147, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:16:01,661 - INFO - [Train] step: 74999, loss_adv_disc: 2.107681, lr_disc: 0.000010
+2023-03-22 23:16:01,869 - INFO - [Train] step: 74999, loss_mpn: 0.014867, loss_rec: 0.065088, loss_semantic: 0.792575, loss_idmrf: 3.984288, loss_adv_gen: -172.370453, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:16:53,591 - INFO - [Eval] step: 74999, bce: 0.051717, psnr: 22.709000, ssim: 0.779240, lpips: 0.173556
+2023-03-22 23:17:30,324 - INFO - [Train] step: 75099, loss_adv_disc: 0.591421, lr_disc: 0.000010
+2023-03-22 23:17:30,531 - INFO - [Train] step: 75099, loss_mpn: 0.015706, loss_rec: 0.078783, loss_semantic: 0.733233, loss_idmrf: 4.044092, loss_adv_gen: -161.695557, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:18:02,449 - INFO - [Train] step: 75199, loss_adv_disc: 2.365324, lr_disc: 0.000010
+2023-03-22 23:18:02,662 - INFO - [Train] step: 75199, loss_mpn: 0.015972, loss_rec: 0.095216, loss_semantic: 0.918858, loss_idmrf: 3.188023, loss_adv_gen: -181.532562, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:18:33,871 - INFO - [Train] step: 75299, loss_adv_disc: -0.515521, lr_disc: 0.000010
+2023-03-22 23:18:34,084 - INFO - [Train] step: 75299, loss_mpn: 0.018550, loss_rec: 0.077567, loss_semantic: 0.764198, loss_idmrf: 3.048369, loss_adv_gen: -152.691376, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:19:06,781 - INFO - [Train] step: 75399, loss_adv_disc: -2.037998, lr_disc: 0.000010
+2023-03-22 23:19:06,992 - INFO - [Train] step: 75399, loss_mpn: 0.013626, loss_rec: 0.047176, loss_semantic: 0.535684, loss_idmrf: 4.648028, loss_adv_gen: -87.146996, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:19:38,380 - INFO - [Train] step: 75499, loss_adv_disc: -9.421104, lr_disc: 0.000010
+2023-03-22 23:19:38,592 - INFO - [Train] step: 75499, loss_mpn: 0.022207, loss_rec: 0.113618, loss_semantic: 1.055742, loss_idmrf: 4.054166, loss_adv_gen: -152.583801, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:20:09,737 - INFO - [Train] step: 75599, loss_adv_disc: -5.567940, lr_disc: 0.000010
+2023-03-22 23:20:09,941 - INFO - [Train] step: 75599, loss_mpn: 0.044403, loss_rec: 0.124293, loss_semantic: 1.206151, loss_idmrf: 8.688572, loss_adv_gen: -141.135254, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:20:42,705 - INFO - [Train] step: 75699, loss_adv_disc: -3.389952, lr_disc: 0.000010
+2023-03-22 23:20:42,906 - INFO - [Train] step: 75699, loss_mpn: 0.030183, loss_rec: 0.132641, loss_semantic: 1.162257, loss_idmrf: 5.749966, loss_adv_gen: -172.496216, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:21:14,708 - INFO - [Train] step: 75799, loss_adv_disc: 3.178561, lr_disc: 0.000010
+2023-03-22 23:21:14,917 - INFO - [Train] step: 75799, loss_mpn: 0.043984, loss_rec: 0.114900, loss_semantic: 0.997839, loss_idmrf: 8.574664, loss_adv_gen: -152.895752, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:21:47,360 - INFO - [Train] step: 75899, loss_adv_disc: -1.251637, lr_disc: 0.000010
+2023-03-22 23:21:47,561 - INFO - [Train] step: 75899, loss_mpn: 0.014715, loss_rec: 0.053448, loss_semantic: 0.671230, loss_idmrf: 2.629165, loss_adv_gen: -145.656418, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:22:19,513 - INFO - [Train] step: 75999, loss_adv_disc: -7.414244, lr_disc: 0.000010
+2023-03-22 23:22:19,722 - INFO - [Train] step: 75999, loss_mpn: 0.029814, loss_rec: 0.107452, loss_semantic: 1.030954, loss_idmrf: 5.096904, loss_adv_gen: -166.373642, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:23:11,894 - INFO - [Eval] step: 75999, bce: 0.052844, psnr: 22.820797, ssim: 0.783642, lpips: 0.171792
+2023-03-22 23:23:48,005 - INFO - [Train] step: 76099, loss_adv_disc: -8.047746, lr_disc: 0.000010
+2023-03-22 23:23:48,221 - INFO - [Train] step: 76099, loss_mpn: 0.039792, loss_rec: 0.126475, loss_semantic: 1.008576, loss_idmrf: 7.007942, loss_adv_gen: -185.500107, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:24:19,455 - INFO - [Train] step: 76199, loss_adv_disc: -4.809039, lr_disc: 0.000010
+2023-03-22 23:24:19,662 - INFO - [Train] step: 76199, loss_mpn: 0.008828, loss_rec: 0.047944, loss_semantic: 0.608840, loss_idmrf: 2.533749, loss_adv_gen: -192.296875, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:24:51,447 - INFO - [Train] step: 76299, loss_adv_disc: 6.393783, lr_disc: 0.000010
+2023-03-22 23:24:51,655 - INFO - [Train] step: 76299, loss_mpn: 0.012070, loss_rec: 0.069693, loss_semantic: 0.736414, loss_idmrf: 2.659505, loss_adv_gen: -195.699173, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:25:23,074 - INFO - [Train] step: 76399, loss_adv_disc: -4.661929, lr_disc: 0.000010
+2023-03-22 23:25:23,281 - INFO - [Train] step: 76399, loss_mpn: 0.021486, loss_rec: 0.086135, loss_semantic: 0.789297, loss_idmrf: 3.961434, loss_adv_gen: -180.052994, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:25:54,789 - INFO - [Train] step: 76499, loss_adv_disc: -4.018242, lr_disc: 0.000010
+2023-03-22 23:25:54,999 - INFO - [Train] step: 76499, loss_mpn: 0.020258, loss_rec: 0.099514, loss_semantic: 0.913322, loss_idmrf: 3.392308, loss_adv_gen: -177.290787, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:26:27,044 - INFO - [Train] step: 76599, loss_adv_disc: -1.766453, lr_disc: 0.000010
+2023-03-22 23:26:27,255 - INFO - [Train] step: 76599, loss_mpn: 0.027074, loss_rec: 0.119076, loss_semantic: 0.913865, loss_idmrf: 3.492531, loss_adv_gen: -203.657074, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:26:58,551 - INFO - [Train] step: 76699, loss_adv_disc: -5.005783, lr_disc: 0.000010
+2023-03-22 23:26:58,760 - INFO - [Train] step: 76699, loss_mpn: 0.035796, loss_rec: 0.082205, loss_semantic: 0.929760, loss_idmrf: 5.508142, loss_adv_gen: -174.148315, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:27:30,363 - INFO - [Train] step: 76799, loss_adv_disc: -5.691036, lr_disc: 0.000010
+2023-03-22 23:27:30,573 - INFO - [Train] step: 76799, loss_mpn: 0.061024, loss_rec: 0.166569, loss_semantic: 1.445682, loss_idmrf: 7.760394, loss_adv_gen: -173.540558, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:28:02,406 - INFO - [Train] step: 76899, loss_adv_disc: 3.020350, lr_disc: 0.000010
+2023-03-22 23:28:02,609 - INFO - [Train] step: 76899, loss_mpn: 0.023392, loss_rec: 0.073531, loss_semantic: 0.842998, loss_idmrf: 3.144318, loss_adv_gen: -177.400726, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:28:34,355 - INFO - [Train] step: 76999, loss_adv_disc: -2.792598, lr_disc: 0.000010
+2023-03-22 23:28:34,560 - INFO - [Train] step: 76999, loss_mpn: 0.013360, loss_rec: 0.037523, loss_semantic: 0.580177, loss_idmrf: 3.374202, loss_adv_gen: -119.546906, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:29:26,478 - INFO - [Eval] step: 76999, bce: 0.051448, psnr: 22.948570, ssim: 0.786065, lpips: 0.173394
+2023-03-22 23:30:02,397 - INFO - [Train] step: 77099, loss_adv_disc: -1.222667, lr_disc: 0.000010
+2023-03-22 23:30:02,603 - INFO - [Train] step: 77099, loss_mpn: 0.014666, loss_rec: 0.067175, loss_semantic: 0.733057, loss_idmrf: 2.541850, loss_adv_gen: -148.513046, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:30:34,036 - INFO - [Train] step: 77199, loss_adv_disc: -4.728961, lr_disc: 0.000010
+2023-03-22 23:30:34,247 - INFO - [Train] step: 77199, loss_mpn: 0.041507, loss_rec: 0.109658, loss_semantic: 1.013116, loss_idmrf: 6.446406, loss_adv_gen: -119.014404, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:31:06,266 - INFO - [Train] step: 77299, loss_adv_disc: 3.183814, lr_disc: 0.000010
+2023-03-22 23:31:06,475 - INFO - [Train] step: 77299, loss_mpn: 0.011705, loss_rec: 0.045414, loss_semantic: 0.534613, loss_idmrf: 2.716350, loss_adv_gen: -170.360764, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:31:37,935 - INFO - [Train] step: 77399, loss_adv_disc: 3.879011, lr_disc: 0.000010
+2023-03-22 23:31:38,156 - INFO - [Train] step: 77399, loss_mpn: 0.044502, loss_rec: 0.100119, loss_semantic: 0.953857, loss_idmrf: 5.826344, loss_adv_gen: -186.478516, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:32:09,486 - INFO - [Train] step: 77499, loss_adv_disc: -6.197488, lr_disc: 0.000010
+2023-03-22 23:32:09,700 - INFO - [Train] step: 77499, loss_mpn: 0.041962, loss_rec: 0.069658, loss_semantic: 0.806811, loss_idmrf: 7.416436, loss_adv_gen: -94.814651, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:32:41,924 - INFO - [Train] step: 77599, loss_adv_disc: 16.187048, lr_disc: 0.000010
+2023-03-22 23:32:42,132 - INFO - [Train] step: 77599, loss_mpn: 0.041402, loss_rec: 0.128488, loss_semantic: 1.056591, loss_idmrf: 3.423343, loss_adv_gen: -212.702881, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:33:13,991 - INFO - [Train] step: 77699, loss_adv_disc: -0.433836, lr_disc: 0.000010
+2023-03-22 23:33:14,201 - INFO - [Train] step: 77699, loss_mpn: 0.005330, loss_rec: 0.038263, loss_semantic: 0.497085, loss_idmrf: 2.405969, loss_adv_gen: -177.235855, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:33:46,219 - INFO - [Train] step: 77799, loss_adv_disc: -12.966253, lr_disc: 0.000010
+2023-03-22 23:33:46,417 - INFO - [Train] step: 77799, loss_mpn: 0.030907, loss_rec: 0.118267, loss_semantic: 1.189880, loss_idmrf: 5.805925, loss_adv_gen: -159.641525, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:34:18,326 - INFO - [Train] step: 77899, loss_adv_disc: -2.472342, lr_disc: 0.000010
+2023-03-22 23:34:18,536 - INFO - [Train] step: 77899, loss_mpn: 0.016034, loss_rec: 0.063841, loss_semantic: 0.708001, loss_idmrf: 3.955415, loss_adv_gen: -131.986938, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:34:49,996 - INFO - [Train] step: 77999, loss_adv_disc: 1.909499, lr_disc: 0.000010
+2023-03-22 23:34:50,204 - INFO - [Train] step: 77999, loss_mpn: 0.003277, loss_rec: 0.023266, loss_semantic: 0.347249, loss_idmrf: 1.972840, loss_adv_gen: -138.850998, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:35:42,568 - INFO - [Eval] step: 77999, bce: 0.052796, psnr: 22.810690, ssim: 0.780592, lpips: 0.171939
+2023-03-22 23:36:18,589 - INFO - [Train] step: 78099, loss_adv_disc: 3.800502, lr_disc: 0.000010
+2023-03-22 23:36:18,798 - INFO - [Train] step: 78099, loss_mpn: 0.005246, loss_rec: 0.033466, loss_semantic: 0.515634, loss_idmrf: 1.990611, loss_adv_gen: -157.465881, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:36:51,104 - INFO - [Train] step: 78199, loss_adv_disc: 3.457032, lr_disc: 0.000010
+2023-03-22 23:36:51,316 - INFO - [Train] step: 78199, loss_mpn: 0.029375, loss_rec: 0.066764, loss_semantic: 0.670220, loss_idmrf: 2.647675, loss_adv_gen: -170.635941, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:37:22,853 - INFO - [Train] step: 78299, loss_adv_disc: -6.039264, lr_disc: 0.000010
+2023-03-22 23:37:23,064 - INFO - [Train] step: 78299, loss_mpn: 0.041432, loss_rec: 0.079351, loss_semantic: 0.868040, loss_idmrf: 5.041030, loss_adv_gen: -127.191856, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:37:54,707 - INFO - [Train] step: 78399, loss_adv_disc: -1.625184, lr_disc: 0.000010
+2023-03-22 23:37:54,925 - INFO - [Train] step: 78399, loss_mpn: 0.027565, loss_rec: 0.060693, loss_semantic: 0.727132, loss_idmrf: 5.101462, loss_adv_gen: -147.807571, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:38:26,650 - INFO - [Train] step: 78499, loss_adv_disc: -2.641094, lr_disc: 0.000010
+2023-03-22 23:38:26,854 - INFO - [Train] step: 78499, loss_mpn: 0.019804, loss_rec: 0.092299, loss_semantic: 1.124862, loss_idmrf: 4.056462, loss_adv_gen: -186.088882, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:38:58,479 - INFO - [Train] step: 78599, loss_adv_disc: 3.670480, lr_disc: 0.000010
+2023-03-22 23:38:58,688 - INFO - [Train] step: 78599, loss_mpn: 0.032524, loss_rec: 0.148219, loss_semantic: 1.394860, loss_idmrf: 5.442578, loss_adv_gen: -203.063049, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:39:30,122 - INFO - [Train] step: 78699, loss_adv_disc: -2.685949, lr_disc: 0.000010
+2023-03-22 23:39:30,326 - INFO - [Train] step: 78699, loss_mpn: 0.025303, loss_rec: 0.083099, loss_semantic: 1.066241, loss_idmrf: 6.557309, loss_adv_gen: -99.291870, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:40:02,315 - INFO - [Train] step: 78799, loss_adv_disc: -11.108541, lr_disc: 0.000010
+2023-03-22 23:40:02,527 - INFO - [Train] step: 78799, loss_mpn: 0.026124, loss_rec: 0.106529, loss_semantic: 1.025016, loss_idmrf: 4.936104, loss_adv_gen: -204.682281, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:40:34,060 - INFO - [Train] step: 78899, loss_adv_disc: 1.288376, lr_disc: 0.000010
+2023-03-22 23:40:34,266 - INFO - [Train] step: 78899, loss_mpn: 0.024947, loss_rec: 0.081834, loss_semantic: 0.969909, loss_idmrf: 7.067006, loss_adv_gen: -131.811203, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:41:05,683 - INFO - [Train] step: 78999, loss_adv_disc: -0.292697, lr_disc: 0.000010
+2023-03-22 23:41:05,892 - INFO - [Train] step: 78999, loss_mpn: 0.019590, loss_rec: 0.093778, loss_semantic: 0.950569, loss_idmrf: 4.071796, loss_adv_gen: -174.185364, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:41:58,775 - INFO - [Eval] step: 78999, bce: 0.051185, psnr: 22.866913, ssim: 0.786717, lpips: 0.172528
+2023-03-22 23:42:35,058 - INFO - [Train] step: 79099, loss_adv_disc: -8.504953, lr_disc: 0.000010
+2023-03-22 23:42:35,261 - INFO - [Train] step: 79099, loss_mpn: 0.025857, loss_rec: 0.096645, loss_semantic: 0.991641, loss_idmrf: 4.929259, loss_adv_gen: -204.303024, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:43:06,377 - INFO - [Train] step: 79199, loss_adv_disc: -2.225278, lr_disc: 0.000010
+2023-03-22 23:43:06,582 - INFO - [Train] step: 79199, loss_mpn: 0.019910, loss_rec: 0.059861, loss_semantic: 0.727191, loss_idmrf: 4.268701, loss_adv_gen: -154.909714, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:43:37,784 - INFO - [Train] step: 79299, loss_adv_disc: 3.267689, lr_disc: 0.000010
+2023-03-22 23:43:37,994 - INFO - [Train] step: 79299, loss_mpn: 0.002364, loss_rec: 0.030706, loss_semantic: 0.358079, loss_idmrf: 0.519205, loss_adv_gen: -163.615341, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:44:10,727 - INFO - [Train] step: 79399, loss_adv_disc: 0.840487, lr_disc: 0.000010
+2023-03-22 23:44:10,934 - INFO - [Train] step: 79399, loss_mpn: 0.009659, loss_rec: 0.029478, loss_semantic: 0.426287, loss_idmrf: 4.121959, loss_adv_gen: -115.259232, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:44:42,151 - INFO - [Train] step: 79499, loss_adv_disc: -1.144437, lr_disc: 0.000010
+2023-03-22 23:44:42,360 - INFO - [Train] step: 79499, loss_mpn: 0.013490, loss_rec: 0.076739, loss_semantic: 0.778244, loss_idmrf: 3.496184, loss_adv_gen: -159.715012, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:45:13,871 - INFO - [Train] step: 79599, loss_adv_disc: 2.608374, lr_disc: 0.000010
+2023-03-22 23:45:14,085 - INFO - [Train] step: 79599, loss_mpn: 0.026377, loss_rec: 0.077486, loss_semantic: 1.025422, loss_idmrf: 3.814469, loss_adv_gen: -169.660706, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:45:46,232 - INFO - [Train] step: 79699, loss_adv_disc: 8.531508, lr_disc: 0.000010
+2023-03-22 23:45:46,444 - INFO - [Train] step: 79699, loss_mpn: 0.021537, loss_rec: 0.041965, loss_semantic: 0.529990, loss_idmrf: 2.132393, loss_adv_gen: -152.384125, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:46:18,378 - INFO - [Train] step: 79799, loss_adv_disc: -0.980135, lr_disc: 0.000010
+2023-03-22 23:46:18,591 - INFO - [Train] step: 79799, loss_mpn: 0.018770, loss_rec: 0.088768, loss_semantic: 1.085372, loss_idmrf: 3.686674, loss_adv_gen: -169.563004, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:46:49,768 - INFO - [Train] step: 79899, loss_adv_disc: -10.527363, lr_disc: 0.000010
+2023-03-22 23:46:49,976 - INFO - [Train] step: 79899, loss_mpn: 0.019237, loss_rec: 0.105133, loss_semantic: 0.957021, loss_idmrf: 4.952588, loss_adv_gen: -168.091751, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:47:21,972 - INFO - [Train] step: 79999, loss_adv_disc: 3.533629, lr_disc: 0.000010
+2023-03-22 23:47:22,178 - INFO - [Train] step: 79999, loss_mpn: 0.001730, loss_rec: 0.022918, loss_semantic: 0.294707, loss_idmrf: 0.673088, loss_adv_gen: -158.280930, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:48:15,432 - INFO - [Eval] step: 79999, bce: 0.053918, psnr: 22.826670, ssim: 0.782935, lpips: 0.172627
+2023-03-22 23:48:50,978 - INFO - [Train] step: 80099, loss_adv_disc: 1.315115, lr_disc: 0.000010
+2023-03-22 23:48:51,187 - INFO - [Train] step: 80099, loss_mpn: 0.026238, loss_rec: 0.091642, loss_semantic: 1.081615, loss_idmrf: 5.780160, loss_adv_gen: -201.170303, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:49:23,062 - INFO - [Train] step: 80199, loss_adv_disc: -2.462500, lr_disc: 0.000010
+2023-03-22 23:49:23,274 - INFO - [Train] step: 80199, loss_mpn: 0.012213, loss_rec: 0.065508, loss_semantic: 0.827017, loss_idmrf: 6.151028, loss_adv_gen: -120.927040, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:49:54,654 - INFO - [Train] step: 80299, loss_adv_disc: -2.842375, lr_disc: 0.000010
+2023-03-22 23:49:54,863 - INFO - [Train] step: 80299, loss_mpn: 0.079071, loss_rec: 0.118988, loss_semantic: 1.163199, loss_idmrf: 7.476902, loss_adv_gen: -159.618057, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:50:26,726 - INFO - [Train] step: 80399, loss_adv_disc: 3.137928, lr_disc: 0.000010
+2023-03-22 23:50:26,942 - INFO - [Train] step: 80399, loss_mpn: 0.006665, loss_rec: 0.049712, loss_semantic: 0.595038, loss_idmrf: 1.426137, loss_adv_gen: -251.618851, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:50:58,847 - INFO - [Train] step: 80499, loss_adv_disc: 3.852037, lr_disc: 0.000010
+2023-03-22 23:50:59,053 - INFO - [Train] step: 80499, loss_mpn: 0.009093, loss_rec: 0.049332, loss_semantic: 0.742499, loss_idmrf: 2.724017, loss_adv_gen: -143.680542, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:51:30,607 - INFO - [Train] step: 80599, loss_adv_disc: 0.865471, lr_disc: 0.000010
+2023-03-22 23:51:30,810 - INFO - [Train] step: 80599, loss_mpn: 0.005550, loss_rec: 0.025442, loss_semantic: 0.375971, loss_idmrf: 2.203750, loss_adv_gen: -123.844574, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:52:02,775 - INFO - [Train] step: 80699, loss_adv_disc: -1.476508, lr_disc: 0.000010
+2023-03-22 23:52:02,981 - INFO - [Train] step: 80699, loss_mpn: 0.009579, loss_rec: 0.066679, loss_semantic: 0.706878, loss_idmrf: 2.623000, loss_adv_gen: -173.235031, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:52:34,288 - INFO - [Train] step: 80799, loss_adv_disc: 2.763602, lr_disc: 0.000010
+2023-03-22 23:52:34,494 - INFO - [Train] step: 80799, loss_mpn: 0.045083, loss_rec: 0.103339, loss_semantic: 0.998845, loss_idmrf: 4.900356, loss_adv_gen: -186.950226, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:53:06,052 - INFO - [Train] step: 80899, loss_adv_disc: 0.623822, lr_disc: 0.000010
+2023-03-22 23:53:06,259 - INFO - [Train] step: 80899, loss_mpn: 0.027209, loss_rec: 0.051918, loss_semantic: 0.683867, loss_idmrf: 6.991016, loss_adv_gen: -151.268906, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:53:38,227 - INFO - [Train] step: 80999, loss_adv_disc: -4.991300, lr_disc: 0.000010
+2023-03-22 23:53:38,433 - INFO - [Train] step: 80999, loss_mpn: 0.026893, loss_rec: 0.163688, loss_semantic: 1.204457, loss_idmrf: 6.206189, loss_adv_gen: -207.542801, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:54:31,907 - INFO - [Eval] step: 80999, bce: 0.051979, psnr: 22.765661, ssim: 0.782622, lpips: 0.171709
+2023-03-22 23:55:07,312 - INFO - [Train] step: 81099, loss_adv_disc: -6.094880, lr_disc: 0.000010
+2023-03-22 23:55:07,515 - INFO - [Train] step: 81099, loss_mpn: 0.024862, loss_rec: 0.063017, loss_semantic: 0.562023, loss_idmrf: 6.528489, loss_adv_gen: -120.679398, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:55:38,907 - INFO - [Train] step: 81199, loss_adv_disc: -2.673124, lr_disc: 0.000010
+2023-03-22 23:55:39,118 - INFO - [Train] step: 81199, loss_mpn: 0.017151, loss_rec: 0.057937, loss_semantic: 0.590163, loss_idmrf: 2.798988, loss_adv_gen: -179.674545, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:56:11,543 - INFO - [Train] step: 81299, loss_adv_disc: -1.337548, lr_disc: 0.000010
+2023-03-22 23:56:11,752 - INFO - [Train] step: 81299, loss_mpn: 0.038962, loss_rec: 0.075540, loss_semantic: 0.781241, loss_idmrf: 4.694293, loss_adv_gen: -164.616806, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:56:43,323 - INFO - [Train] step: 81399, loss_adv_disc: 4.460602, lr_disc: 0.000010
+2023-03-22 23:56:43,530 - INFO - [Train] step: 81399, loss_mpn: 0.007160, loss_rec: 0.053818, loss_semantic: 0.654084, loss_idmrf: 3.516137, loss_adv_gen: -146.748566, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:57:15,186 - INFO - [Train] step: 81499, loss_adv_disc: -1.999349, lr_disc: 0.000010
+2023-03-22 23:57:15,398 - INFO - [Train] step: 81499, loss_mpn: 0.057842, loss_rec: 0.127491, loss_semantic: 1.250655, loss_idmrf: 5.037849, loss_adv_gen: -192.357025, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:57:47,179 - INFO - [Train] step: 81599, loss_adv_disc: -14.182734, lr_disc: 0.000010
+2023-03-22 23:57:47,379 - INFO - [Train] step: 81599, loss_mpn: 0.044210, loss_rec: 0.105816, loss_semantic: 1.030879, loss_idmrf: 7.385767, loss_adv_gen: -119.384705, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:58:19,154 - INFO - [Train] step: 81699, loss_adv_disc: -2.522579, lr_disc: 0.000010
+2023-03-22 23:58:19,362 - INFO - [Train] step: 81699, loss_mpn: 0.010631, loss_rec: 0.073248, loss_semantic: 0.771893, loss_idmrf: 3.902482, loss_adv_gen: -173.983047, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:58:51,105 - INFO - [Train] step: 81799, loss_adv_disc: -13.920900, lr_disc: 0.000010
+2023-03-22 23:58:51,311 - INFO - [Train] step: 81799, loss_mpn: 0.076380, loss_rec: 0.090006, loss_semantic: 1.055312, loss_idmrf: 9.950963, loss_adv_gen: -105.412315, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:59:23,770 - INFO - [Train] step: 81899, loss_adv_disc: 5.418334, lr_disc: 0.000010
+2023-03-22 23:59:23,984 - INFO - [Train] step: 81899, loss_mpn: 0.025105, loss_rec: 0.062326, loss_semantic: 0.637605, loss_idmrf: 3.083307, loss_adv_gen: -160.728561, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:59:55,262 - INFO - [Train] step: 81999, loss_adv_disc: 2.211465, lr_disc: 0.000010
+2023-03-22 23:59:55,470 - INFO - [Train] step: 81999, loss_mpn: 0.015828, loss_rec: 0.040754, loss_semantic: 0.552103, loss_idmrf: 4.179596, loss_adv_gen: -139.899933, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:00:48,157 - INFO - [Eval] step: 81999, bce: 0.052178, psnr: 22.762871, ssim: 0.779600, lpips: 0.172902
+2023-03-23 00:01:24,432 - INFO - [Train] step: 82099, loss_adv_disc: -0.107208, lr_disc: 0.000010
+2023-03-23 00:01:24,643 - INFO - [Train] step: 82099, loss_mpn: 0.021638, loss_rec: 0.051594, loss_semantic: 0.613601, loss_idmrf: 3.257692, loss_adv_gen: -166.486282, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:01:56,228 - INFO - [Train] step: 82199, loss_adv_disc: 1.203323, lr_disc: 0.000010
+2023-03-23 00:01:56,438 - INFO - [Train] step: 82199, loss_mpn: 0.024933, loss_rec: 0.086455, loss_semantic: 0.984970, loss_idmrf: 4.132051, loss_adv_gen: -234.466934, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:02:28,713 - INFO - [Train] step: 82299, loss_adv_disc: 3.221235, lr_disc: 0.000010
+2023-03-23 00:02:28,925 - INFO - [Train] step: 82299, loss_mpn: 0.022357, loss_rec: 0.065108, loss_semantic: 0.850209, loss_idmrf: 4.672674, loss_adv_gen: -151.161667, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:03:00,165 - INFO - [Train] step: 82399, loss_adv_disc: -2.397106, lr_disc: 0.000010
+2023-03-23 00:03:00,369 - INFO - [Train] step: 82399, loss_mpn: 0.030333, loss_rec: 0.086455, loss_semantic: 0.839203, loss_idmrf: 4.426453, loss_adv_gen: -149.818329, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:03:32,062 - INFO - [Train] step: 82499, loss_adv_disc: -3.994382, lr_disc: 0.000010
+2023-03-23 00:03:32,268 - INFO - [Train] step: 82499, loss_mpn: 0.029145, loss_rec: 0.103235, loss_semantic: 1.087291, loss_idmrf: 6.722173, loss_adv_gen: -156.125488, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:04:04,223 - INFO - [Train] step: 82599, loss_adv_disc: -3.772923, lr_disc: 0.000010
+2023-03-23 00:04:04,433 - INFO - [Train] step: 82599, loss_mpn: 0.036833, loss_rec: 0.099590, loss_semantic: 1.326811, loss_idmrf: 5.388006, loss_adv_gen: -164.912796, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:04:37,231 - INFO - [Train] step: 82699, loss_adv_disc: 1.652518, lr_disc: 0.000010
+2023-03-23 00:04:37,440 - INFO - [Train] step: 82699, loss_mpn: 0.010687, loss_rec: 0.028765, loss_semantic: 0.451755, loss_idmrf: 2.861073, loss_adv_gen: -104.537460, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:05:08,961 - INFO - [Train] step: 82799, loss_adv_disc: 1.070375, lr_disc: 0.000010
+2023-03-23 00:05:09,165 - INFO - [Train] step: 82799, loss_mpn: 0.004492, loss_rec: 0.048419, loss_semantic: 0.691498, loss_idmrf: 1.926095, loss_adv_gen: -132.933594, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:05:41,274 - INFO - [Train] step: 82899, loss_adv_disc: 1.301113, lr_disc: 0.000010
+2023-03-23 00:05:41,480 - INFO - [Train] step: 82899, loss_mpn: 0.042120, loss_rec: 0.045239, loss_semantic: 0.643169, loss_idmrf: 4.036409, loss_adv_gen: -181.756317, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:06:12,828 - INFO - [Train] step: 82999, loss_adv_disc: -2.740865, lr_disc: 0.000010
+2023-03-23 00:06:13,031 - INFO - [Train] step: 82999, loss_mpn: 0.010469, loss_rec: 0.037582, loss_semantic: 0.509548, loss_idmrf: 3.237528, loss_adv_gen: -120.958351, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:07:06,367 - INFO - [Eval] step: 82999, bce: 0.051841, psnr: 22.843105, ssim: 0.783473, lpips: 0.172344
+2023-03-23 00:07:41,236 - INFO - [Train] step: 83099, loss_adv_disc: 4.593812, lr_disc: 0.000010
+2023-03-23 00:07:41,447 - INFO - [Train] step: 83099, loss_mpn: 0.002950, loss_rec: 0.034927, loss_semantic: 0.487677, loss_idmrf: 1.049691, loss_adv_gen: -187.811127, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:08:13,318 - INFO - [Train] step: 83199, loss_adv_disc: -1.925204, lr_disc: 0.000010
+2023-03-23 00:08:13,522 - INFO - [Train] step: 83199, loss_mpn: 0.035498, loss_rec: 0.127479, loss_semantic: 1.111942, loss_idmrf: 6.278602, loss_adv_gen: -178.263718, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:08:44,672 - INFO - [Train] step: 83299, loss_adv_disc: -4.277790, lr_disc: 0.000010
+2023-03-23 00:08:44,885 - INFO - [Train] step: 83299, loss_mpn: 0.027588, loss_rec: 0.069682, loss_semantic: 0.771065, loss_idmrf: 4.180354, loss_adv_gen: -140.972183, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:09:16,953 - INFO - [Train] step: 83399, loss_adv_disc: -0.970579, lr_disc: 0.000010
+2023-03-23 00:09:17,357 - INFO - [Train] step: 83399, loss_mpn: 0.011470, loss_rec: 0.044774, loss_semantic: 0.609757, loss_idmrf: 3.236769, loss_adv_gen: -124.976761, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:09:49,326 - INFO - [Train] step: 83499, loss_adv_disc: -1.814731, lr_disc: 0.000010
+2023-03-23 00:09:49,535 - INFO - [Train] step: 83499, loss_mpn: 0.029402, loss_rec: 0.121190, loss_semantic: 1.103018, loss_idmrf: 7.226274, loss_adv_gen: -172.998215, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:10:21,093 - INFO - [Train] step: 83599, loss_adv_disc: -4.766922, lr_disc: 0.000010
+2023-03-23 00:10:21,302 - INFO - [Train] step: 83599, loss_mpn: 0.011816, loss_rec: 0.059274, loss_semantic: 0.650559, loss_idmrf: 4.681227, loss_adv_gen: -122.154907, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:10:52,939 - INFO - [Train] step: 83699, loss_adv_disc: -4.679411, lr_disc: 0.000010
+2023-03-23 00:10:53,149 - INFO - [Train] step: 83699, loss_mpn: 0.034437, loss_rec: 0.129437, loss_semantic: 1.330680, loss_idmrf: 5.613932, loss_adv_gen: -212.217285, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:11:25,160 - INFO - [Train] step: 83799, loss_adv_disc: -15.885672, lr_disc: 0.000010
+2023-03-23 00:11:25,369 - INFO - [Train] step: 83799, loss_mpn: 0.054377, loss_rec: 0.174588, loss_semantic: 1.461187, loss_idmrf: 8.911641, loss_adv_gen: -135.897522, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:11:57,116 - INFO - [Train] step: 83899, loss_adv_disc: -1.056236, lr_disc: 0.000010
+2023-03-23 00:11:57,324 - INFO - [Train] step: 83899, loss_mpn: 0.031377, loss_rec: 0.074633, loss_semantic: 0.883623, loss_idmrf: 4.970342, loss_adv_gen: -129.770538, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:12:28,526 - INFO - [Train] step: 83999, loss_adv_disc: 1.044315, lr_disc: 0.000010
+2023-03-23 00:12:28,734 - INFO - [Train] step: 83999, loss_mpn: 0.017694, loss_rec: 0.057769, loss_semantic: 0.671813, loss_idmrf: 3.132382, loss_adv_gen: -145.552628, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:13:22,637 - INFO - [Eval] step: 83999, bce: 0.053213, psnr: 22.703007, ssim: 0.778669, lpips: 0.172658
+2023-03-23 00:13:58,138 - INFO - [Train] step: 84099, loss_adv_disc: 3.041263, lr_disc: 0.000010
+2023-03-23 00:13:58,348 - INFO - [Train] step: 84099, loss_mpn: 0.006591, loss_rec: 0.059890, loss_semantic: 0.691514, loss_idmrf: 2.357637, loss_adv_gen: -141.732529, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:14:29,779 - INFO - [Train] step: 84199, loss_adv_disc: -0.925326, lr_disc: 0.000010
+2023-03-23 00:14:30,000 - INFO - [Train] step: 84199, loss_mpn: 0.030217, loss_rec: 0.083309, loss_semantic: 0.767702, loss_idmrf: 4.828363, loss_adv_gen: -116.179947, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:15:01,717 - INFO - [Train] step: 84299, loss_adv_disc: 1.046036, lr_disc: 0.000010
+2023-03-23 00:15:01,924 - INFO - [Train] step: 84299, loss_mpn: 0.015370, loss_rec: 0.051362, loss_semantic: 0.586850, loss_idmrf: 3.075777, loss_adv_gen: -170.764236, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:15:33,987 - INFO - [Train] step: 84399, loss_adv_disc: 0.978286, lr_disc: 0.000010
+2023-03-23 00:15:34,199 - INFO - [Train] step: 84399, loss_mpn: 0.009944, loss_rec: 0.043813, loss_semantic: 0.586261, loss_idmrf: 2.420971, loss_adv_gen: -150.355682, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:16:05,709 - INFO - [Train] step: 84499, loss_adv_disc: 1.369358, lr_disc: 0.000010
+2023-03-23 00:16:05,920 - INFO - [Train] step: 84499, loss_mpn: 0.020668, loss_rec: 0.052138, loss_semantic: 0.645260, loss_idmrf: 4.526365, loss_adv_gen: -110.500229, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:16:37,557 - INFO - [Train] step: 84599, loss_adv_disc: -0.598574, lr_disc: 0.000010
+2023-03-23 00:16:37,765 - INFO - [Train] step: 84599, loss_mpn: 0.009741, loss_rec: 0.067399, loss_semantic: 0.718369, loss_idmrf: 2.668844, loss_adv_gen: -205.810211, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:17:09,851 - INFO - [Train] step: 84699, loss_adv_disc: -0.009404, lr_disc: 0.000010
+2023-03-23 00:17:10,059 - INFO - [Train] step: 84699, loss_mpn: 0.040275, loss_rec: 0.162209, loss_semantic: 1.601179, loss_idmrf: 6.685547, loss_adv_gen: -197.552979, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:17:41,813 - INFO - [Train] step: 84799, loss_adv_disc: -4.227070, lr_disc: 0.000010
+2023-03-23 00:17:42,030 - INFO - [Train] step: 84799, loss_mpn: 0.020842, loss_rec: 0.085516, loss_semantic: 0.839022, loss_idmrf: 4.030781, loss_adv_gen: -156.820206, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:18:13,594 - INFO - [Train] step: 84899, loss_adv_disc: 2.143266, lr_disc: 0.000010
+2023-03-23 00:18:13,803 - INFO - [Train] step: 84899, loss_mpn: 0.034280, loss_rec: 0.089096, loss_semantic: 0.891383, loss_idmrf: 4.146921, loss_adv_gen: -211.837387, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:18:45,869 - INFO - [Train] step: 84999, loss_adv_disc: -9.972975, lr_disc: 0.000010
+2023-03-23 00:18:46,090 - INFO - [Train] step: 84999, loss_mpn: 0.029431, loss_rec: 0.114111, loss_semantic: 0.896551, loss_idmrf: 4.588965, loss_adv_gen: -172.327164, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:19:39,606 - INFO - [Eval] step: 84999, bce: 0.052572, psnr: 22.837675, ssim: 0.783991, lpips: 0.172486
+2023-03-23 00:20:14,923 - INFO - [Train] step: 85099, loss_adv_disc: 4.667019, lr_disc: 0.000010
+2023-03-23 00:20:15,137 - INFO - [Train] step: 85099, loss_mpn: 0.009531, loss_rec: 0.038160, loss_semantic: 0.529768, loss_idmrf: 1.467741, loss_adv_gen: -175.631149, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:20:46,719 - INFO - [Train] step: 85199, loss_adv_disc: 1.516001, lr_disc: 0.000010
+2023-03-23 00:20:46,929 - INFO - [Train] step: 85199, loss_mpn: 0.024859, loss_rec: 0.057807, loss_semantic: 0.793343, loss_idmrf: 7.668430, loss_adv_gen: -72.911743, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:21:18,512 - INFO - [Train] step: 85299, loss_adv_disc: -3.940794, lr_disc: 0.000010
+2023-03-23 00:21:18,717 - INFO - [Train] step: 85299, loss_mpn: 0.032863, loss_rec: 0.084299, loss_semantic: 0.963935, loss_idmrf: 6.245410, loss_adv_gen: -168.075958, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:21:50,520 - INFO - [Train] step: 85399, loss_adv_disc: -3.983650, lr_disc: 0.000010
+2023-03-23 00:21:50,739 - INFO - [Train] step: 85399, loss_mpn: 0.021420, loss_rec: 0.108476, loss_semantic: 1.105535, loss_idmrf: 3.841306, loss_adv_gen: -211.361771, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:22:22,538 - INFO - [Train] step: 85499, loss_adv_disc: -8.123230, lr_disc: 0.000010
+2023-03-23 00:22:22,756 - INFO - [Train] step: 85499, loss_mpn: 0.037405, loss_rec: 0.076494, loss_semantic: 0.812402, loss_idmrf: 7.543131, loss_adv_gen: -123.252922, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:22:54,614 - INFO - [Train] step: 85599, loss_adv_disc: 4.071163, lr_disc: 0.000010
+2023-03-23 00:22:54,819 - INFO - [Train] step: 85599, loss_mpn: 0.014199, loss_rec: 0.063532, loss_semantic: 0.743920, loss_idmrf: 2.989697, loss_adv_gen: -164.036819, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:23:27,304 - INFO - [Train] step: 85699, loss_adv_disc: -2.873537, lr_disc: 0.000010
+2023-03-23 00:23:27,512 - INFO - [Train] step: 85699, loss_mpn: 0.013082, loss_rec: 0.073127, loss_semantic: 0.795760, loss_idmrf: 2.532675, loss_adv_gen: -194.457336, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:23:59,104 - INFO - [Train] step: 85799, loss_adv_disc: -2.769222, lr_disc: 0.000010
+2023-03-23 00:23:59,313 - INFO - [Train] step: 85799, loss_mpn: 0.041123, loss_rec: 0.093014, loss_semantic: 1.087728, loss_idmrf: 5.159591, loss_adv_gen: -187.518417, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:24:30,980 - INFO - [Train] step: 85899, loss_adv_disc: 0.730857, lr_disc: 0.000010
+2023-03-23 00:24:31,193 - INFO - [Train] step: 85899, loss_mpn: 0.022584, loss_rec: 0.081397, loss_semantic: 0.802742, loss_idmrf: 4.461107, loss_adv_gen: -144.192764, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:25:03,497 - INFO - [Train] step: 85999, loss_adv_disc: 0.104532, lr_disc: 0.000010
+2023-03-23 00:25:03,708 - INFO - [Train] step: 85999, loss_mpn: 0.010610, loss_rec: 0.051310, loss_semantic: 0.635701, loss_idmrf: 4.139642, loss_adv_gen: -128.098892, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:25:56,712 - INFO - [Eval] step: 85999, bce: 0.052137, psnr: 22.781281, ssim: 0.783684, lpips: 0.171104
+2023-03-23 00:26:31,441 - INFO - [Train] step: 86099, loss_adv_disc: -2.693061, lr_disc: 0.000010
+2023-03-23 00:26:31,646 - INFO - [Train] step: 86099, loss_mpn: 0.022133, loss_rec: 0.099645, loss_semantic: 1.039458, loss_idmrf: 4.335144, loss_adv_gen: -166.159866, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:27:03,895 - INFO - [Train] step: 86199, loss_adv_disc: -3.745212, lr_disc: 0.000010
+2023-03-23 00:27:04,107 - INFO - [Train] step: 86199, loss_mpn: 0.011205, loss_rec: 0.068218, loss_semantic: 0.730225, loss_idmrf: 2.936319, loss_adv_gen: -148.736847, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:27:36,174 - INFO - [Train] step: 86299, loss_adv_disc: -0.529357, lr_disc: 0.000010
+2023-03-23 00:27:36,381 - INFO - [Train] step: 86299, loss_mpn: 0.012313, loss_rec: 0.046852, loss_semantic: 0.581900, loss_idmrf: 2.256100, loss_adv_gen: -135.858459, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:28:07,979 - INFO - [Train] step: 86399, loss_adv_disc: 6.578460, lr_disc: 0.000010
+2023-03-23 00:28:08,191 - INFO - [Train] step: 86399, loss_mpn: 0.020681, loss_rec: 0.066915, loss_semantic: 0.818814, loss_idmrf: 4.522893, loss_adv_gen: -138.500900, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:28:39,704 - INFO - [Train] step: 86499, loss_adv_disc: -9.600582, lr_disc: 0.000010
+2023-03-23 00:28:39,919 - INFO - [Train] step: 86499, loss_mpn: 0.026543, loss_rec: 0.090782, loss_semantic: 0.899561, loss_idmrf: 6.648193, loss_adv_gen: -121.583710, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:29:11,731 - INFO - [Train] step: 86599, loss_adv_disc: -6.673831, lr_disc: 0.000010
+2023-03-23 00:29:11,942 - INFO - [Train] step: 86599, loss_mpn: 0.049320, loss_rec: 0.161146, loss_semantic: 1.262041, loss_idmrf: 6.916259, loss_adv_gen: -177.539719, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:29:43,296 - INFO - [Train] step: 86699, loss_adv_disc: -4.289801, lr_disc: 0.000010
+2023-03-23 00:29:43,506 - INFO - [Train] step: 86699, loss_mpn: 0.023589, loss_rec: 0.069712, loss_semantic: 0.743295, loss_idmrf: 7.226889, loss_adv_gen: -90.232246, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:30:14,765 - INFO - [Train] step: 86799, loss_adv_disc: -9.522909, lr_disc: 0.000010
+2023-03-23 00:30:14,978 - INFO - [Train] step: 86799, loss_mpn: 0.032588, loss_rec: 0.121878, loss_semantic: 0.999456, loss_idmrf: 6.518802, loss_adv_gen: -145.279846, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:30:46,721 - INFO - [Train] step: 86899, loss_adv_disc: -1.280288, lr_disc: 0.000010
+2023-03-23 00:30:46,930 - INFO - [Train] step: 86899, loss_mpn: 0.015288, loss_rec: 0.060601, loss_semantic: 0.709725, loss_idmrf: 3.850724, loss_adv_gen: -118.485558, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:31:19,133 - INFO - [Train] step: 86999, loss_adv_disc: 1.705388, lr_disc: 0.000010
+2023-03-23 00:31:19,346 - INFO - [Train] step: 86999, loss_mpn: 0.014952, loss_rec: 0.058698, loss_semantic: 0.642578, loss_idmrf: 3.452570, loss_adv_gen: -181.878250, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:32:12,035 - INFO - [Eval] step: 86999, bce: 0.051785, psnr: 22.742462, ssim: 0.781786, lpips: 0.172245
+2023-03-23 00:32:47,015 - INFO - [Train] step: 87099, loss_adv_disc: -0.185527, lr_disc: 0.000010
+2023-03-23 00:32:47,220 - INFO - [Train] step: 87099, loss_mpn: 0.009021, loss_rec: 0.067129, loss_semantic: 0.887267, loss_idmrf: 3.444012, loss_adv_gen: -120.229980, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:33:19,003 - INFO - [Train] step: 87199, loss_adv_disc: -3.481937, lr_disc: 0.000010
+2023-03-23 00:33:19,208 - INFO - [Train] step: 87199, loss_mpn: 0.038560, loss_rec: 0.118840, loss_semantic: 1.024436, loss_idmrf: 7.119216, loss_adv_gen: -151.003052, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:33:51,098 - INFO - [Train] step: 87299, loss_adv_disc: -0.556787, lr_disc: 0.000010
+2023-03-23 00:33:51,318 - INFO - [Train] step: 87299, loss_mpn: 0.023232, loss_rec: 0.099846, loss_semantic: 0.870088, loss_idmrf: 4.978767, loss_adv_gen: -184.153442, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:34:23,122 - INFO - [Train] step: 87399, loss_adv_disc: 5.328236, lr_disc: 0.000010
+2023-03-23 00:34:23,333 - INFO - [Train] step: 87399, loss_mpn: 0.012794, loss_rec: 0.061462, loss_semantic: 0.752607, loss_idmrf: 2.840357, loss_adv_gen: -185.943588, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:34:54,500 - INFO - [Train] step: 87499, loss_adv_disc: 0.435174, lr_disc: 0.000010
+2023-03-23 00:34:54,708 - INFO - [Train] step: 87499, loss_mpn: 0.021602, loss_rec: 0.072398, loss_semantic: 0.708982, loss_idmrf: 4.284635, loss_adv_gen: -149.911041, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:35:26,200 - INFO - [Train] step: 87599, loss_adv_disc: 3.275136, lr_disc: 0.000010
+2023-03-23 00:35:26,416 - INFO - [Train] step: 87599, loss_mpn: 0.014002, loss_rec: 0.094747, loss_semantic: 0.854663, loss_idmrf: 3.225625, loss_adv_gen: -174.762451, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:35:58,463 - INFO - [Train] step: 87699, loss_adv_disc: 2.470448, lr_disc: 0.000010
+2023-03-23 00:35:58,684 - INFO - [Train] step: 87699, loss_mpn: 0.029579, loss_rec: 0.106350, loss_semantic: 1.166958, loss_idmrf: 5.083583, loss_adv_gen: -185.456238, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:36:30,294 - INFO - [Train] step: 87799, loss_adv_disc: -1.935822, lr_disc: 0.000010
+2023-03-23 00:36:30,512 - INFO - [Train] step: 87799, loss_mpn: 0.015289, loss_rec: 0.081363, loss_semantic: 0.698650, loss_idmrf: 4.931618, loss_adv_gen: -157.122757, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:37:02,150 - INFO - [Train] step: 87899, loss_adv_disc: -7.090949, lr_disc: 0.000010
+2023-03-23 00:37:02,353 - INFO - [Train] step: 87899, loss_mpn: 0.034338, loss_rec: 0.083159, loss_semantic: 0.891906, loss_idmrf: 4.865932, loss_adv_gen: -99.432144, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:37:34,747 - INFO - [Train] step: 87999, loss_adv_disc: 2.777277, lr_disc: 0.000010
+2023-03-23 00:37:34,957 - INFO - [Train] step: 87999, loss_mpn: 0.002144, loss_rec: 0.021053, loss_semantic: 0.338370, loss_idmrf: 0.998796, loss_adv_gen: -116.039078, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:38:27,471 - INFO - [Eval] step: 87999, bce: 0.051780, psnr: 22.795113, ssim: 0.781111, lpips: 0.171327
+2023-03-23 00:39:03,007 - INFO - [Train] step: 88099, loss_adv_disc: 4.277569, lr_disc: 0.000010
+2023-03-23 00:39:03,215 - INFO - [Train] step: 88099, loss_mpn: 0.039270, loss_rec: 0.091669, loss_semantic: 0.880844, loss_idmrf: 6.415750, loss_adv_gen: -113.424095, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:39:34,803 - INFO - [Train] step: 88199, loss_adv_disc: 4.524007, lr_disc: 0.000010
+2023-03-23 00:39:35,007 - INFO - [Train] step: 88199, loss_mpn: 0.046054, loss_rec: 0.112047, loss_semantic: 0.998001, loss_idmrf: 5.857861, loss_adv_gen: -196.770493, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:40:06,521 - INFO - [Train] step: 88299, loss_adv_disc: -2.742175, lr_disc: 0.000010
+2023-03-23 00:40:06,731 - INFO - [Train] step: 88299, loss_mpn: 0.062160, loss_rec: 0.070699, loss_semantic: 0.900333, loss_idmrf: 8.420002, loss_adv_gen: -124.851730, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:40:38,635 - INFO - [Train] step: 88399, loss_adv_disc: -2.762814, lr_disc: 0.000010
+2023-03-23 00:40:38,835 - INFO - [Train] step: 88399, loss_mpn: 0.032765, loss_rec: 0.127639, loss_semantic: 1.278540, loss_idmrf: 8.610497, loss_adv_gen: -167.242599, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:41:10,842 - INFO - [Train] step: 88499, loss_adv_disc: 5.198738, lr_disc: 0.000010
+2023-03-23 00:41:11,044 - INFO - [Train] step: 88499, loss_mpn: 0.002370, loss_rec: 0.055821, loss_semantic: 0.541332, loss_idmrf: 0.760361, loss_adv_gen: -201.026276, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:41:42,494 - INFO - [Train] step: 88599, loss_adv_disc: -0.983944, lr_disc: 0.000010
+2023-03-23 00:41:42,706 - INFO - [Train] step: 88599, loss_mpn: 0.023254, loss_rec: 0.067382, loss_semantic: 0.852516, loss_idmrf: 4.475418, loss_adv_gen: -120.842102, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:42:14,200 - INFO - [Train] step: 88699, loss_adv_disc: -4.479305, lr_disc: 0.000010
+2023-03-23 00:42:14,408 - INFO - [Train] step: 88699, loss_mpn: 0.014871, loss_rec: 0.085182, loss_semantic: 0.664458, loss_idmrf: 3.314115, loss_adv_gen: -164.601196, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:42:45,453 - INFO - [Train] step: 88799, loss_adv_disc: -5.427461, lr_disc: 0.000010
+2023-03-23 00:42:45,659 - INFO - [Train] step: 88799, loss_mpn: 0.042477, loss_rec: 0.098755, loss_semantic: 0.835410, loss_idmrf: 5.224502, loss_adv_gen: -145.950912, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:43:17,060 - INFO - [Train] step: 88899, loss_adv_disc: 0.959804, lr_disc: 0.000010
+2023-03-23 00:43:17,281 - INFO - [Train] step: 88899, loss_mpn: 0.017748, loss_rec: 0.059022, loss_semantic: 0.582069, loss_idmrf: 2.146079, loss_adv_gen: -169.738663, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:43:49,868 - INFO - [Train] step: 88999, loss_adv_disc: 0.394434, lr_disc: 0.000010
+2023-03-23 00:43:50,081 - INFO - [Train] step: 88999, loss_mpn: 0.006133, loss_rec: 0.043672, loss_semantic: 0.517382, loss_idmrf: 2.495198, loss_adv_gen: -141.862976, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:44:42,637 - INFO - [Eval] step: 88999, bce: 0.051945, psnr: 22.920321, ssim: 0.784128, lpips: 0.171135
+2023-03-23 00:45:18,198 - INFO - [Train] step: 89099, loss_adv_disc: 3.554181, lr_disc: 0.000010
+2023-03-23 00:45:18,405 - INFO - [Train] step: 89099, loss_mpn: 0.008706, loss_rec: 0.047369, loss_semantic: 0.633608, loss_idmrf: 2.699522, loss_adv_gen: -132.422684, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:45:49,736 - INFO - [Train] step: 89199, loss_adv_disc: -5.796618, lr_disc: 0.000010
+2023-03-23 00:45:49,947 - INFO - [Train] step: 89199, loss_mpn: 0.019061, loss_rec: 0.059952, loss_semantic: 0.629231, loss_idmrf: 4.080214, loss_adv_gen: -132.723892, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:46:21,996 - INFO - [Train] step: 89299, loss_adv_disc: -0.065790, lr_disc: 0.000010
+2023-03-23 00:46:22,204 - INFO - [Train] step: 89299, loss_mpn: 0.015718, loss_rec: 0.074376, loss_semantic: 0.931804, loss_idmrf: 4.002523, loss_adv_gen: -182.399933, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:46:53,786 - INFO - [Train] step: 89399, loss_adv_disc: -0.911011, lr_disc: 0.000010
+2023-03-23 00:46:53,997 - INFO - [Train] step: 89399, loss_mpn: 0.007651, loss_rec: 0.064637, loss_semantic: 0.766910, loss_idmrf: 2.374325, loss_adv_gen: -182.959473, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:47:25,224 - INFO - [Train] step: 89499, loss_adv_disc: -2.222163, lr_disc: 0.000010
+2023-03-23 00:47:25,431 - INFO - [Train] step: 89499, loss_mpn: 0.025213, loss_rec: 0.075538, loss_semantic: 0.854852, loss_idmrf: 4.483547, loss_adv_gen: -132.230637, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:47:57,527 - INFO - [Train] step: 89599, loss_adv_disc: -8.795694, lr_disc: 0.000010
+2023-03-23 00:47:57,749 - INFO - [Train] step: 89599, loss_mpn: 0.029666, loss_rec: 0.131365, loss_semantic: 1.298751, loss_idmrf: 4.815413, loss_adv_gen: -214.881500, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:48:28,818 - INFO - [Train] step: 89699, loss_adv_disc: -1.969020, lr_disc: 0.000010
+2023-03-23 00:48:29,028 - INFO - [Train] step: 89699, loss_mpn: 0.036540, loss_rec: 0.126965, loss_semantic: 1.003939, loss_idmrf: 5.154697, loss_adv_gen: -183.043182, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:49:01,191 - INFO - [Train] step: 89799, loss_adv_disc: -3.043741, lr_disc: 0.000010
+2023-03-23 00:49:01,400 - INFO - [Train] step: 89799, loss_mpn: 0.029860, loss_rec: 0.064858, loss_semantic: 0.820911, loss_idmrf: 6.451346, loss_adv_gen: -116.153862, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:49:33,265 - INFO - [Train] step: 89899, loss_adv_disc: 2.069417, lr_disc: 0.000010
+2023-03-23 00:49:33,477 - INFO - [Train] step: 89899, loss_mpn: 0.014313, loss_rec: 0.059321, loss_semantic: 0.599823, loss_idmrf: 1.954263, loss_adv_gen: -186.414307, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:50:06,099 - INFO - [Train] step: 89999, loss_adv_disc: 6.206574, lr_disc: 0.000010
+2023-03-23 00:50:06,311 - INFO - [Train] step: 89999, loss_mpn: 0.024318, loss_rec: 0.089818, loss_semantic: 0.776744, loss_idmrf: 4.899370, loss_adv_gen: -167.261490, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:50:58,829 - INFO - [Eval] step: 89999, bce: 0.051474, psnr: 22.523733, ssim: 0.775894, lpips: 0.172804
+2023-03-23 00:51:33,633 - INFO - [Train] step: 90099, loss_adv_disc: -4.477131, lr_disc: 0.000010
+2023-03-23 00:51:33,836 - INFO - [Train] step: 90099, loss_mpn: 0.023293, loss_rec: 0.061550, loss_semantic: 0.676578, loss_idmrf: 4.862655, loss_adv_gen: -125.224808, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:52:05,537 - INFO - [Train] step: 90199, loss_adv_disc: -10.496191, lr_disc: 0.000010
+2023-03-23 00:52:05,746 - INFO - [Train] step: 90199, loss_mpn: 0.037016, loss_rec: 0.128538, loss_semantic: 1.098569, loss_idmrf: 5.520917, loss_adv_gen: -128.413681, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:52:37,262 - INFO - [Train] step: 90299, loss_adv_disc: -1.833108, lr_disc: 0.000010
+2023-03-23 00:52:37,470 - INFO - [Train] step: 90299, loss_mpn: 0.019937, loss_rec: 0.119628, loss_semantic: 1.080490, loss_idmrf: 3.976275, loss_adv_gen: -202.841339, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:53:09,643 - INFO - [Train] step: 90399, loss_adv_disc: -3.210223, lr_disc: 0.000010
+2023-03-23 00:53:09,855 - INFO - [Train] step: 90399, loss_mpn: 0.031695, loss_rec: 0.088551, loss_semantic: 0.808015, loss_idmrf: 4.514911, loss_adv_gen: -160.177368, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:53:41,348 - INFO - [Train] step: 90499, loss_adv_disc: -1.440443, lr_disc: 0.000010
+2023-03-23 00:53:41,563 - INFO - [Train] step: 90499, loss_mpn: 0.017184, loss_rec: 0.102618, loss_semantic: 1.043691, loss_idmrf: 4.221922, loss_adv_gen: -186.932709, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:54:13,141 - INFO - [Train] step: 90599, loss_adv_disc: 0.456662, lr_disc: 0.000010
+2023-03-23 00:54:13,350 - INFO - [Train] step: 90599, loss_mpn: 0.008489, loss_rec: 0.028764, loss_semantic: 0.502242, loss_idmrf: 3.199728, loss_adv_gen: -84.979362, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:54:45,176 - INFO - [Train] step: 90699, loss_adv_disc: -2.213916, lr_disc: 0.000010
+2023-03-23 00:54:45,391 - INFO - [Train] step: 90699, loss_mpn: 0.020422, loss_rec: 0.090783, loss_semantic: 1.042317, loss_idmrf: 5.081321, loss_adv_gen: -135.805008, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:55:17,108 - INFO - [Train] step: 90799, loss_adv_disc: -7.283723, lr_disc: 0.000010
+2023-03-23 00:55:17,318 - INFO - [Train] step: 90799, loss_mpn: 0.024557, loss_rec: 0.107806, loss_semantic: 1.001344, loss_idmrf: 4.208663, loss_adv_gen: -125.530701, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:55:49,519 - INFO - [Train] step: 90899, loss_adv_disc: -4.302835, lr_disc: 0.000010
+2023-03-23 00:55:49,732 - INFO - [Train] step: 90899, loss_mpn: 0.028356, loss_rec: 0.113409, loss_semantic: 1.018271, loss_idmrf: 3.934176, loss_adv_gen: -193.565033, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:56:22,492 - INFO - [Train] step: 90999, loss_adv_disc: -10.298298, lr_disc: 0.000010
+2023-03-23 00:56:22,705 - INFO - [Train] step: 90999, loss_mpn: 0.020468, loss_rec: 0.086899, loss_semantic: 0.878687, loss_idmrf: 4.611036, loss_adv_gen: -163.522354, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:57:14,167 - INFO - [Eval] step: 90999, bce: 0.051205, psnr: 22.700743, ssim: 0.781265, lpips: 0.171136
+2023-03-23 00:57:49,729 - INFO - [Train] step: 91099, loss_adv_disc: -4.017252, lr_disc: 0.000010
+2023-03-23 00:57:49,940 - INFO - [Train] step: 91099, loss_mpn: 0.021803, loss_rec: 0.097863, loss_semantic: 0.873635, loss_idmrf: 3.413547, loss_adv_gen: -186.973541, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:58:22,489 - INFO - [Train] step: 91199, loss_adv_disc: -0.673230, lr_disc: 0.000010
+2023-03-23 00:58:22,700 - INFO - [Train] step: 91199, loss_mpn: 0.022181, loss_rec: 0.104878, loss_semantic: 0.973068, loss_idmrf: 3.492638, loss_adv_gen: -187.811295, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:58:54,583 - INFO - [Train] step: 91299, loss_adv_disc: 5.712707, lr_disc: 0.000010
+2023-03-23 00:58:54,787 - INFO - [Train] step: 91299, loss_mpn: 0.015178, loss_rec: 0.064015, loss_semantic: 0.602383, loss_idmrf: 2.471312, loss_adv_gen: -168.651917, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:59:26,941 - INFO - [Train] step: 91399, loss_adv_disc: 1.421957, lr_disc: 0.000010
+2023-03-23 00:59:27,142 - INFO - [Train] step: 91399, loss_mpn: 0.008706, loss_rec: 0.038616, loss_semantic: 0.459117, loss_idmrf: 1.172917, loss_adv_gen: -162.779297, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:59:58,712 - INFO - [Train] step: 91499, loss_adv_disc: 1.368635, lr_disc: 0.000010
+2023-03-23 00:59:58,923 - INFO - [Train] step: 91499, loss_mpn: 0.010598, loss_rec: 0.058440, loss_semantic: 0.665295, loss_idmrf: 4.908755, loss_adv_gen: -195.929321, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:00:30,424 - INFO - [Train] step: 91599, loss_adv_disc: 2.908609, lr_disc: 0.000010
+2023-03-23 01:00:30,628 - INFO - [Train] step: 91599, loss_mpn: 0.037905, loss_rec: 0.092580, loss_semantic: 0.836591, loss_idmrf: 3.972869, loss_adv_gen: -194.854904, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:01:02,490 - INFO - [Train] step: 91699, loss_adv_disc: -8.950450, lr_disc: 0.000010
+2023-03-23 01:01:02,697 - INFO - [Train] step: 91699, loss_mpn: 0.034631, loss_rec: 0.125587, loss_semantic: 1.063730, loss_idmrf: 7.363927, loss_adv_gen: -157.917984, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:01:34,104 - INFO - [Train] step: 91799, loss_adv_disc: 1.674244, lr_disc: 0.000010
+2023-03-23 01:01:34,308 - INFO - [Train] step: 91799, loss_mpn: 0.007124, loss_rec: 0.030613, loss_semantic: 0.423880, loss_idmrf: 2.516926, loss_adv_gen: -117.229637, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:02:06,221 - INFO - [Train] step: 91899, loss_adv_disc: -5.431240, lr_disc: 0.000010
+2023-03-23 01:02:06,434 - INFO - [Train] step: 91899, loss_mpn: 0.020657, loss_rec: 0.083365, loss_semantic: 0.839284, loss_idmrf: 5.108061, loss_adv_gen: -125.061234, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:02:38,911 - INFO - [Train] step: 91999, loss_adv_disc: 4.703992, lr_disc: 0.000010
+2023-03-23 01:02:39,122 - INFO - [Train] step: 91999, loss_mpn: 0.040114, loss_rec: 0.083712, loss_semantic: 0.686320, loss_idmrf: 2.480913, loss_adv_gen: -155.494156, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:03:30,673 - INFO - [Eval] step: 91999, bce: 0.052483, psnr: 22.811171, ssim: 0.782136, lpips: 0.171789
+2023-03-23 01:04:06,319 - INFO - [Train] step: 92099, loss_adv_disc: 2.537422, lr_disc: 0.000010
+2023-03-23 01:04:06,527 - INFO - [Train] step: 92099, loss_mpn: 0.013135, loss_rec: 0.045874, loss_semantic: 0.693021, loss_idmrf: 3.792728, loss_adv_gen: -131.640549, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:04:38,431 - INFO - [Train] step: 92199, loss_adv_disc: 3.940161, lr_disc: 0.000010
+2023-03-23 01:04:38,636 - INFO - [Train] step: 92199, loss_mpn: 0.014391, loss_rec: 0.058188, loss_semantic: 0.702594, loss_idmrf: 2.488620, loss_adv_gen: -190.751770, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:05:10,034 - INFO - [Train] step: 92299, loss_adv_disc: -4.766752, lr_disc: 0.000010
+2023-03-23 01:05:10,245 - INFO - [Train] step: 92299, loss_mpn: 0.031156, loss_rec: 0.116253, loss_semantic: 1.147851, loss_idmrf: 3.969972, loss_adv_gen: -219.010345, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:05:42,346 - INFO - [Train] step: 92399, loss_adv_disc: -0.263479, lr_disc: 0.000010
+2023-03-23 01:05:42,554 - INFO - [Train] step: 92399, loss_mpn: 0.016293, loss_rec: 0.084294, loss_semantic: 0.734651, loss_idmrf: 3.281891, loss_adv_gen: -177.667236, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:06:13,931 - INFO - [Train] step: 92499, loss_adv_disc: 2.634352, lr_disc: 0.000010
+2023-03-23 01:06:14,140 - INFO - [Train] step: 92499, loss_mpn: 0.024971, loss_rec: 0.088456, loss_semantic: 1.032117, loss_idmrf: 5.430975, loss_adv_gen: -173.993011, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:06:46,342 - INFO - [Train] step: 92599, loss_adv_disc: -3.659932, lr_disc: 0.000010
+2023-03-23 01:06:46,551 - INFO - [Train] step: 92599, loss_mpn: 0.008989, loss_rec: 0.066884, loss_semantic: 0.705885, loss_idmrf: 1.987426, loss_adv_gen: -155.382431, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:07:18,092 - INFO - [Train] step: 92699, loss_adv_disc: -3.653106, lr_disc: 0.000010
+2023-03-23 01:07:18,302 - INFO - [Train] step: 92699, loss_mpn: 0.013503, loss_rec: 0.039367, loss_semantic: 0.486570, loss_idmrf: 2.792589, loss_adv_gen: -120.745171, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:07:50,838 - INFO - [Train] step: 92799, loss_adv_disc: -1.403552, lr_disc: 0.000010
+2023-03-23 01:07:51,047 - INFO - [Train] step: 92799, loss_mpn: 0.020323, loss_rec: 0.077091, loss_semantic: 0.825641, loss_idmrf: 4.377182, loss_adv_gen: -140.879013, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:08:23,291 - INFO - [Train] step: 92899, loss_adv_disc: -12.818192, lr_disc: 0.000010
+2023-03-23 01:08:23,503 - INFO - [Train] step: 92899, loss_mpn: 0.027048, loss_rec: 0.114354, loss_semantic: 1.051891, loss_idmrf: 4.108094, loss_adv_gen: -164.215240, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:08:55,861 - INFO - [Train] step: 92999, loss_adv_disc: -4.338751, lr_disc: 0.000010
+2023-03-23 01:08:56,066 - INFO - [Train] step: 92999, loss_mpn: 0.016584, loss_rec: 0.072494, loss_semantic: 0.831770, loss_idmrf: 6.280128, loss_adv_gen: -146.073456, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:09:47,570 - INFO - [Eval] step: 92999, bce: 0.051883, psnr: 22.894930, ssim: 0.783958, lpips: 0.172085
+2023-03-23 01:10:23,128 - INFO - [Train] step: 93099, loss_adv_disc: 0.758005, lr_disc: 0.000010
+2023-03-23 01:10:23,336 - INFO - [Train] step: 93099, loss_mpn: 0.009496, loss_rec: 0.045309, loss_semantic: 0.643440, loss_idmrf: 2.307770, loss_adv_gen: -144.427734, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:10:55,369 - INFO - [Train] step: 93199, loss_adv_disc: -7.271221, lr_disc: 0.000010
+2023-03-23 01:10:55,580 - INFO - [Train] step: 93199, loss_mpn: 0.035217, loss_rec: 0.109104, loss_semantic: 1.074445, loss_idmrf: 8.522268, loss_adv_gen: -113.557533, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:11:27,884 - INFO - [Train] step: 93299, loss_adv_disc: -0.343046, lr_disc: 0.000010
+2023-03-23 01:11:28,093 - INFO - [Train] step: 93299, loss_mpn: 0.012564, loss_rec: 0.043649, loss_semantic: 0.465404, loss_idmrf: 3.004627, loss_adv_gen: -110.082909, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:11:59,654 - INFO - [Train] step: 93399, loss_adv_disc: 1.920969, lr_disc: 0.000010
+2023-03-23 01:11:59,865 - INFO - [Train] step: 93399, loss_mpn: 0.005962, loss_rec: 0.028057, loss_semantic: 0.429575, loss_idmrf: 2.330335, loss_adv_gen: -110.666779, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:12:31,862 - INFO - [Train] step: 93499, loss_adv_disc: -0.760541, lr_disc: 0.000010
+2023-03-23 01:12:32,073 - INFO - [Train] step: 93499, loss_mpn: 0.011590, loss_rec: 0.076404, loss_semantic: 0.766136, loss_idmrf: 2.976528, loss_adv_gen: -185.197601, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:13:03,682 - INFO - [Train] step: 93599, loss_adv_disc: 1.219747, lr_disc: 0.000010
+2023-03-23 01:13:04,141 - INFO - [Train] step: 93599, loss_mpn: 0.035942, loss_rec: 0.129957, loss_semantic: 1.135810, loss_idmrf: 8.081180, loss_adv_gen: -154.889420, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:13:35,895 - INFO - [Train] step: 93699, loss_adv_disc: -5.235246, lr_disc: 0.000010
+2023-03-23 01:13:36,103 - INFO - [Train] step: 93699, loss_mpn: 0.026498, loss_rec: 0.087992, loss_semantic: 0.957564, loss_idmrf: 5.081948, loss_adv_gen: -127.313240, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:14:07,741 - INFO - [Train] step: 93799, loss_adv_disc: -3.032489, lr_disc: 0.000010
+2023-03-23 01:14:07,947 - INFO - [Train] step: 93799, loss_mpn: 0.009211, loss_rec: 0.071869, loss_semantic: 0.704697, loss_idmrf: 2.236623, loss_adv_gen: -173.385498, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:14:40,233 - INFO - [Train] step: 93899, loss_adv_disc: -4.789055, lr_disc: 0.000010
+2023-03-23 01:14:40,441 - INFO - [Train] step: 93899, loss_mpn: 0.028302, loss_rec: 0.120878, loss_semantic: 0.993453, loss_idmrf: 5.202467, loss_adv_gen: -185.962387, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:15:12,418 - INFO - [Train] step: 93999, loss_adv_disc: -10.071964, lr_disc: 0.000010
+2023-03-23 01:15:12,619 - INFO - [Train] step: 93999, loss_mpn: 0.019142, loss_rec: 0.108444, loss_semantic: 1.086755, loss_idmrf: 5.701632, loss_adv_gen: -165.558411, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:16:05,211 - INFO - [Eval] step: 93999, bce: 0.051221, psnr: 22.751898, ssim: 0.781540, lpips: 0.170831
+2023-03-23 01:16:40,415 - INFO - [Train] step: 94099, loss_adv_disc: 1.361591, lr_disc: 0.000010
+2023-03-23 01:16:40,623 - INFO - [Train] step: 94099, loss_mpn: 0.029482, loss_rec: 0.051486, loss_semantic: 0.630892, loss_idmrf: 4.748456, loss_adv_gen: -172.402161, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:17:12,205 - INFO - [Train] step: 94199, loss_adv_disc: -0.081629, lr_disc: 0.000010
+2023-03-23 01:17:12,415 - INFO - [Train] step: 94199, loss_mpn: 0.014089, loss_rec: 0.071596, loss_semantic: 0.838740, loss_idmrf: 4.716146, loss_adv_gen: -133.230057, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:17:44,003 - INFO - [Train] step: 94299, loss_adv_disc: 0.390068, lr_disc: 0.000010
+2023-03-23 01:17:44,212 - INFO - [Train] step: 94299, loss_mpn: 0.005478, loss_rec: 0.050832, loss_semantic: 0.511960, loss_idmrf: 2.278627, loss_adv_gen: -137.395752, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:18:15,728 - INFO - [Train] step: 94399, loss_adv_disc: -4.349796, lr_disc: 0.000010
+2023-03-23 01:18:15,942 - INFO - [Train] step: 94399, loss_mpn: 0.048448, loss_rec: 0.082509, loss_semantic: 1.104665, loss_idmrf: 7.001698, loss_adv_gen: -126.405518, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:18:47,238 - INFO - [Train] step: 94499, loss_adv_disc: 4.055203, lr_disc: 0.000010
+2023-03-23 01:18:47,451 - INFO - [Train] step: 94499, loss_mpn: 0.013894, loss_rec: 0.060685, loss_semantic: 0.879747, loss_idmrf: 4.821865, loss_adv_gen: -153.749649, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:19:19,870 - INFO - [Train] step: 94599, loss_adv_disc: 1.571764, lr_disc: 0.000010
+2023-03-23 01:19:20,077 - INFO - [Train] step: 94599, loss_mpn: 0.008071, loss_rec: 0.043228, loss_semantic: 0.452407, loss_idmrf: 2.089728, loss_adv_gen: -169.936111, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:19:51,987 - INFO - [Train] step: 94699, loss_adv_disc: 1.774743, lr_disc: 0.000010
+2023-03-23 01:19:52,203 - INFO - [Train] step: 94699, loss_mpn: 0.006627, loss_rec: 0.042084, loss_semantic: 0.512662, loss_idmrf: 1.916133, loss_adv_gen: -105.091537, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:20:23,484 - INFO - [Train] step: 94799, loss_adv_disc: -5.786761, lr_disc: 0.000010
+2023-03-23 01:20:23,696 - INFO - [Train] step: 94799, loss_mpn: 0.024642, loss_rec: 0.084131, loss_semantic: 0.679232, loss_idmrf: 3.323975, loss_adv_gen: -155.418030, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:20:56,340 - INFO - [Train] step: 94899, loss_adv_disc: -2.912520, lr_disc: 0.000010
+2023-03-23 01:20:56,551 - INFO - [Train] step: 94899, loss_mpn: 0.017640, loss_rec: 0.059554, loss_semantic: 0.725191, loss_idmrf: 3.514831, loss_adv_gen: -150.137650, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:21:28,750 - INFO - [Train] step: 94999, loss_adv_disc: 1.595544, lr_disc: 0.000010
+2023-03-23 01:21:28,956 - INFO - [Train] step: 94999, loss_mpn: 0.012784, loss_rec: 0.054468, loss_semantic: 0.560404, loss_idmrf: 1.891210, loss_adv_gen: -156.050568, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:22:20,472 - INFO - [Eval] step: 94999, bce: 0.051872, psnr: 22.831600, ssim: 0.781486, lpips: 0.171424
+2023-03-23 01:22:55,744 - INFO - [Train] step: 95099, loss_adv_disc: -4.178582, lr_disc: 0.000010
+2023-03-23 01:22:55,951 - INFO - [Train] step: 95099, loss_mpn: 0.050240, loss_rec: 0.123433, loss_semantic: 1.153726, loss_idmrf: 8.803168, loss_adv_gen: -104.762909, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:23:28,079 - INFO - [Train] step: 95199, loss_adv_disc: -2.637889, lr_disc: 0.000010
+2023-03-23 01:23:28,288 - INFO - [Train] step: 95199, loss_mpn: 0.018970, loss_rec: 0.098308, loss_semantic: 0.852434, loss_idmrf: 2.625207, loss_adv_gen: -182.966537, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:23:59,848 - INFO - [Train] step: 95299, loss_adv_disc: -3.375608, lr_disc: 0.000010
+2023-03-23 01:24:00,055 - INFO - [Train] step: 95299, loss_mpn: 0.027055, loss_rec: 0.094085, loss_semantic: 1.017621, loss_idmrf: 5.921826, loss_adv_gen: -145.023865, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:24:31,746 - INFO - [Train] step: 95399, loss_adv_disc: 2.741483, lr_disc: 0.000010
+2023-03-23 01:24:31,955 - INFO - [Train] step: 95399, loss_mpn: 0.006765, loss_rec: 0.043635, loss_semantic: 0.512215, loss_idmrf: 0.975648, loss_adv_gen: -142.186859, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:25:03,787 - INFO - [Train] step: 95499, loss_adv_disc: 0.564858, lr_disc: 0.000010
+2023-03-23 01:25:04,001 - INFO - [Train] step: 95499, loss_mpn: 0.008740, loss_rec: 0.032615, loss_semantic: 0.472413, loss_idmrf: 2.518537, loss_adv_gen: -134.065643, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:25:35,985 - INFO - [Train] step: 95599, loss_adv_disc: -5.269134, lr_disc: 0.000010
+2023-03-23 01:25:36,196 - INFO - [Train] step: 95599, loss_mpn: 0.021494, loss_rec: 0.103123, loss_semantic: 1.177566, loss_idmrf: 7.460751, loss_adv_gen: -150.369049, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:26:07,755 - INFO - [Train] step: 95699, loss_adv_disc: 0.335417, lr_disc: 0.000010
+2023-03-23 01:26:07,964 - INFO - [Train] step: 95699, loss_mpn: 0.005234, loss_rec: 0.033042, loss_semantic: 0.374939, loss_idmrf: 1.953721, loss_adv_gen: -75.035561, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:26:39,911 - INFO - [Train] step: 95799, loss_adv_disc: -3.350646, lr_disc: 0.000010
+2023-03-23 01:26:40,124 - INFO - [Train] step: 95799, loss_mpn: 0.033861, loss_rec: 0.081047, loss_semantic: 0.793708, loss_idmrf: 6.202590, loss_adv_gen: -108.909210, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:27:13,119 - INFO - [Train] step: 95899, loss_adv_disc: 2.210395, lr_disc: 0.000010
+2023-03-23 01:27:13,343 - INFO - [Train] step: 95899, loss_mpn: 0.018239, loss_rec: 0.065645, loss_semantic: 0.671169, loss_idmrf: 3.613031, loss_adv_gen: -224.681717, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:27:45,323 - INFO - [Train] step: 95999, loss_adv_disc: 1.452969, lr_disc: 0.000010
+2023-03-23 01:27:45,529 - INFO - [Train] step: 95999, loss_mpn: 0.012000, loss_rec: 0.041565, loss_semantic: 0.614637, loss_idmrf: 1.957953, loss_adv_gen: -147.639313, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:28:37,302 - INFO - [Eval] step: 95999, bce: 0.051871, psnr: 22.700171, ssim: 0.778999, lpips: 0.171213
+2023-03-23 01:29:12,371 - INFO - [Train] step: 96099, loss_adv_disc: -0.551399, lr_disc: 0.000010
+2023-03-23 01:29:12,578 - INFO - [Train] step: 96099, loss_mpn: 0.013645, loss_rec: 0.044454, loss_semantic: 0.653364, loss_idmrf: 2.905469, loss_adv_gen: -160.455002, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:29:43,808 - INFO - [Train] step: 96199, loss_adv_disc: 2.115045, lr_disc: 0.000010
+2023-03-23 01:29:44,018 - INFO - [Train] step: 96199, loss_mpn: 0.026257, loss_rec: 0.115369, loss_semantic: 1.109874, loss_idmrf: 5.214639, loss_adv_gen: -161.089279, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:30:16,312 - INFO - [Train] step: 96299, loss_adv_disc: 5.314252, lr_disc: 0.000010
+2023-03-23 01:30:16,526 - INFO - [Train] step: 96299, loss_mpn: 0.023289, loss_rec: 0.069432, loss_semantic: 0.733498, loss_idmrf: 3.981668, loss_adv_gen: -188.616882, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:30:48,455 - INFO - [Train] step: 96399, loss_adv_disc: 0.015665, lr_disc: 0.000010
+2023-03-23 01:30:48,669 - INFO - [Train] step: 96399, loss_mpn: 0.006720, loss_rec: 0.041023, loss_semantic: 0.473228, loss_idmrf: 1.624030, loss_adv_gen: -119.565414, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:31:20,005 - INFO - [Train] step: 96499, loss_adv_disc: -5.371988, lr_disc: 0.000010
+2023-03-23 01:31:20,223 - INFO - [Train] step: 96499, loss_mpn: 0.016437, loss_rec: 0.092003, loss_semantic: 0.924695, loss_idmrf: 3.140046, loss_adv_gen: -182.345337, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:31:52,110 - INFO - [Train] step: 96599, loss_adv_disc: -8.717956, lr_disc: 0.000010
+2023-03-23 01:31:52,317 - INFO - [Train] step: 96599, loss_mpn: 0.033637, loss_rec: 0.117844, loss_semantic: 1.045247, loss_idmrf: 4.417227, loss_adv_gen: -165.970398, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:32:24,182 - INFO - [Train] step: 96699, loss_adv_disc: 4.262579, lr_disc: 0.000010
+2023-03-23 01:32:24,397 - INFO - [Train] step: 96699, loss_mpn: 0.015483, loss_rec: 0.093547, loss_semantic: 0.802142, loss_idmrf: 3.897746, loss_adv_gen: -137.592575, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:32:56,591 - INFO - [Train] step: 96799, loss_adv_disc: -4.152538, lr_disc: 0.000010
+2023-03-23 01:32:56,799 - INFO - [Train] step: 96799, loss_mpn: 0.032652, loss_rec: 0.069858, loss_semantic: 0.672147, loss_idmrf: 5.855981, loss_adv_gen: -146.205933, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:33:29,670 - INFO - [Train] step: 96899, loss_adv_disc: -13.244125, lr_disc: 0.000010
+2023-03-23 01:33:29,882 - INFO - [Train] step: 96899, loss_mpn: 0.045279, loss_rec: 0.151855, loss_semantic: 1.151419, loss_idmrf: 7.710963, loss_adv_gen: -151.442093, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:34:01,424 - INFO - [Train] step: 96999, loss_adv_disc: -8.247371, lr_disc: 0.000010
+2023-03-23 01:34:01,636 - INFO - [Train] step: 96999, loss_mpn: 0.048169, loss_rec: 0.126732, loss_semantic: 1.147573, loss_idmrf: 7.901137, loss_adv_gen: -150.528107, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:34:53,060 - INFO - [Eval] step: 96999, bce: 0.051030, psnr: 22.805767, ssim: 0.780549, lpips: 0.171184
+2023-03-23 01:35:28,214 - INFO - [Train] step: 97099, loss_adv_disc: 1.210464, lr_disc: 0.000010
+2023-03-23 01:35:28,425 - INFO - [Train] step: 97099, loss_mpn: 0.002137, loss_rec: 0.027463, loss_semantic: 0.327963, loss_idmrf: 0.825628, loss_adv_gen: -145.492676, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:36:00,119 - INFO - [Train] step: 97199, loss_adv_disc: -4.263123, lr_disc: 0.000010
+2023-03-23 01:36:00,324 - INFO - [Train] step: 97199, loss_mpn: 0.022404, loss_rec: 0.079039, loss_semantic: 0.811902, loss_idmrf: 4.559935, loss_adv_gen: -156.133072, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:36:31,629 - INFO - [Train] step: 97299, loss_adv_disc: -0.884622, lr_disc: 0.000010
+2023-03-23 01:36:31,838 - INFO - [Train] step: 97299, loss_mpn: 0.049485, loss_rec: 0.106599, loss_semantic: 1.195114, loss_idmrf: 7.874850, loss_adv_gen: -116.772720, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:37:03,564 - INFO - [Train] step: 97399, loss_adv_disc: 1.607312, lr_disc: 0.000010
+2023-03-23 01:37:03,767 - INFO - [Train] step: 97399, loss_mpn: 0.021750, loss_rec: 0.074184, loss_semantic: 0.718561, loss_idmrf: 3.387535, loss_adv_gen: -174.284943, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:37:36,012 - INFO - [Train] step: 97499, loss_adv_disc: 6.267846, lr_disc: 0.000010
+2023-03-23 01:37:36,221 - INFO - [Train] step: 97499, loss_mpn: 0.015732, loss_rec: 0.056683, loss_semantic: 0.612819, loss_idmrf: 1.919642, loss_adv_gen: -168.257568, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:38:07,854 - INFO - [Train] step: 97599, loss_adv_disc: -1.385241, lr_disc: 0.000010
+2023-03-23 01:38:08,062 - INFO - [Train] step: 97599, loss_mpn: 0.022839, loss_rec: 0.070195, loss_semantic: 0.959737, loss_idmrf: 4.619324, loss_adv_gen: -101.724899, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:38:40,240 - INFO - [Train] step: 97699, loss_adv_disc: -13.028191, lr_disc: 0.000010
+2023-03-23 01:38:40,453 - INFO - [Train] step: 97699, loss_mpn: 0.029125, loss_rec: 0.111563, loss_semantic: 1.183136, loss_idmrf: 7.971740, loss_adv_gen: -131.477509, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:39:12,305 - INFO - [Train] step: 97799, loss_adv_disc: -1.416130, lr_disc: 0.000010
+2023-03-23 01:39:12,521 - INFO - [Train] step: 97799, loss_mpn: 0.036294, loss_rec: 0.084258, loss_semantic: 0.926510, loss_idmrf: 4.741720, loss_adv_gen: -176.129425, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:39:45,013 - INFO - [Train] step: 97899, loss_adv_disc: -9.687716, lr_disc: 0.000010
+2023-03-23 01:39:45,220 - INFO - [Train] step: 97899, loss_mpn: 0.050540, loss_rec: 0.097574, loss_semantic: 0.981712, loss_idmrf: 8.100494, loss_adv_gen: -83.245369, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:40:17,138 - INFO - [Train] step: 97999, loss_adv_disc: -6.152761, lr_disc: 0.000010
+2023-03-23 01:40:17,344 - INFO - [Train] step: 97999, loss_mpn: 0.011371, loss_rec: 0.082172, loss_semantic: 0.797803, loss_idmrf: 4.220315, loss_adv_gen: -119.857025, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:41:08,596 - INFO - [Eval] step: 97999, bce: 0.050738, psnr: 22.887024, ssim: 0.783224, lpips: 0.171766
+2023-03-23 01:41:43,680 - INFO - [Train] step: 98099, loss_adv_disc: -4.541047, lr_disc: 0.000010
+2023-03-23 01:41:43,892 - INFO - [Train] step: 98099, loss_mpn: 0.011029, loss_rec: 0.047556, loss_semantic: 0.575187, loss_idmrf: 3.430234, loss_adv_gen: -113.970001, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:42:15,414 - INFO - [Train] step: 98199, loss_adv_disc: -1.433305, lr_disc: 0.000010
+2023-03-23 01:42:15,625 - INFO - [Train] step: 98199, loss_mpn: 0.020632, loss_rec: 0.086466, loss_semantic: 0.888942, loss_idmrf: 5.163205, loss_adv_gen: -159.564087, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:42:46,972 - INFO - [Train] step: 98299, loss_adv_disc: -9.236358, lr_disc: 0.000010
+2023-03-23 01:42:47,181 - INFO - [Train] step: 98299, loss_mpn: 0.016729, loss_rec: 0.066690, loss_semantic: 0.884873, loss_idmrf: 4.099211, loss_adv_gen: -132.297897, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:43:18,852 - INFO - [Train] step: 98399, loss_adv_disc: -0.210065, lr_disc: 0.000010
+2023-03-23 01:43:19,063 - INFO - [Train] step: 98399, loss_mpn: 0.025607, loss_rec: 0.061082, loss_semantic: 0.730225, loss_idmrf: 4.334368, loss_adv_gen: -126.925064, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:43:50,632 - INFO - [Train] step: 98499, loss_adv_disc: 3.189074, lr_disc: 0.000010
+2023-03-23 01:43:50,842 - INFO - [Train] step: 98499, loss_mpn: 0.014327, loss_rec: 0.062275, loss_semantic: 0.720444, loss_idmrf: 3.168925, loss_adv_gen: -131.381546, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:44:22,506 - INFO - [Train] step: 98599, loss_adv_disc: -4.254713, lr_disc: 0.000010
+2023-03-23 01:44:22,710 - INFO - [Train] step: 98599, loss_mpn: 0.019319, loss_rec: 0.080508, loss_semantic: 0.819452, loss_idmrf: 3.620896, loss_adv_gen: -135.839218, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:44:55,462 - INFO - [Train] step: 98699, loss_adv_disc: 4.052332, lr_disc: 0.000010
+2023-03-23 01:44:55,666 - INFO - [Train] step: 98699, loss_mpn: 0.005196, loss_rec: 0.041347, loss_semantic: 0.449917, loss_idmrf: 1.549670, loss_adv_gen: -162.990295, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:45:28,000 - INFO - [Train] step: 98799, loss_adv_disc: -2.804524, lr_disc: 0.000010
+2023-03-23 01:45:28,212 - INFO - [Train] step: 98799, loss_mpn: 0.027756, loss_rec: 0.111716, loss_semantic: 1.003826, loss_idmrf: 5.580401, loss_adv_gen: -145.653091, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:46:00,775 - INFO - [Train] step: 98899, loss_adv_disc: 0.350790, lr_disc: 0.000010
+2023-03-23 01:46:00,983 - INFO - [Train] step: 98899, loss_mpn: 0.015161, loss_rec: 0.061210, loss_semantic: 0.781836, loss_idmrf: 3.536475, loss_adv_gen: -105.758163, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:46:32,102 - INFO - [Train] step: 98999, loss_adv_disc: 1.739282, lr_disc: 0.000010
+2023-03-23 01:46:32,312 - INFO - [Train] step: 98999, loss_mpn: 0.020815, loss_rec: 0.075678, loss_semantic: 0.839837, loss_idmrf: 4.036421, loss_adv_gen: -111.486092, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:47:24,359 - INFO - [Eval] step: 98999, bce: 0.052402, psnr: 22.813408, ssim: 0.781609, lpips: 0.170914
+2023-03-23 01:47:58,967 - INFO - [Train] step: 99099, loss_adv_disc: -5.050102, lr_disc: 0.000010
+2023-03-23 01:47:59,174 - INFO - [Train] step: 99099, loss_mpn: 0.013855, loss_rec: 0.055551, loss_semantic: 0.721458, loss_idmrf: 2.525453, loss_adv_gen: -162.108185, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:48:31,579 - INFO - [Train] step: 99199, loss_adv_disc: 5.381449, lr_disc: 0.000010
+2023-03-23 01:48:31,794 - INFO - [Train] step: 99199, loss_mpn: 0.003857, loss_rec: 0.034057, loss_semantic: 0.442761, loss_idmrf: 0.782365, loss_adv_gen: -222.429413, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:49:03,267 - INFO - [Train] step: 99299, loss_adv_disc: -6.323190, lr_disc: 0.000010
+2023-03-23 01:49:03,474 - INFO - [Train] step: 99299, loss_mpn: 0.014306, loss_rec: 0.077034, loss_semantic: 0.921448, loss_idmrf: 6.452956, loss_adv_gen: -110.767471, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:49:35,780 - INFO - [Train] step: 99399, loss_adv_disc: 1.745106, lr_disc: 0.000010
+2023-03-23 01:49:35,989 - INFO - [Train] step: 99399, loss_mpn: 0.008305, loss_rec: 0.049228, loss_semantic: 0.557475, loss_idmrf: 2.300644, loss_adv_gen: -119.354317, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:50:07,999 - INFO - [Train] step: 99499, loss_adv_disc: -7.319499, lr_disc: 0.000010
+2023-03-23 01:50:08,204 - INFO - [Train] step: 99499, loss_mpn: 0.037665, loss_rec: 0.088548, loss_semantic: 1.075340, loss_idmrf: 6.140654, loss_adv_gen: -108.181671, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:50:39,638 - INFO - [Train] step: 99599, loss_adv_disc: -7.606358, lr_disc: 0.000010
+2023-03-23 01:50:39,846 - INFO - [Train] step: 99599, loss_mpn: 0.028339, loss_rec: 0.086508, loss_semantic: 0.822857, loss_idmrf: 5.248487, loss_adv_gen: -132.971558, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:51:11,781 - INFO - [Train] step: 99699, loss_adv_disc: 1.040005, lr_disc: 0.000010
+2023-03-23 01:51:11,995 - INFO - [Train] step: 99699, loss_mpn: 0.010721, loss_rec: 0.047509, loss_semantic: 0.552431, loss_idmrf: 2.414062, loss_adv_gen: -156.776321, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:51:44,596 - INFO - [Train] step: 99799, loss_adv_disc: 3.321899, lr_disc: 0.000010
+2023-03-23 01:51:44,803 - INFO - [Train] step: 99799, loss_mpn: 0.006802, loss_rec: 0.044865, loss_semantic: 0.572348, loss_idmrf: 2.095449, loss_adv_gen: -151.130280, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:52:16,619 - INFO - [Train] step: 99899, loss_adv_disc: -2.283096, lr_disc: 0.000010
+2023-03-23 01:52:16,824 - INFO - [Train] step: 99899, loss_mpn: 0.062489, loss_rec: 0.150684, loss_semantic: 1.338168, loss_idmrf: 9.448812, loss_adv_gen: -180.006622, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:52:48,847 - INFO - [Train] step: 99999, loss_adv_disc: 1.605013, lr_disc: 0.000010
+2023-03-23 01:52:49,060 - INFO - [Train] step: 99999, loss_mpn: 0.013829, loss_rec: 0.052328, loss_semantic: 0.678906, loss_idmrf: 4.452779, loss_adv_gen: -121.807449, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:53:40,698 - INFO - [Eval] step: 99999, bce: 0.051678, psnr: 22.892199, ssim: 0.783426, lpips: 0.170010
+2023-03-23 01:54:16,396 - INFO - [Train] step: 100099, loss_adv_disc: -12.849255, lr_disc: 0.000010
+2023-03-23 01:54:16,602 - INFO - [Train] step: 100099, loss_mpn: 0.048290, loss_rec: 0.075171, loss_semantic: 1.030724, loss_idmrf: 7.744413, loss_adv_gen: -74.641525, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:54:47,915 - INFO - [Train] step: 100199, loss_adv_disc: -1.282731, lr_disc: 0.000010
+2023-03-23 01:54:48,128 - INFO - [Train] step: 100199, loss_mpn: 0.019426, loss_rec: 0.045633, loss_semantic: 0.518774, loss_idmrf: 5.279118, loss_adv_gen: -101.780716, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:55:20,141 - INFO - [Train] step: 100299, loss_adv_disc: 1.738693, lr_disc: 0.000010
+2023-03-23 01:55:20,355 - INFO - [Train] step: 100299, loss_mpn: 0.006483, loss_rec: 0.036911, loss_semantic: 0.503260, loss_idmrf: 2.851250, loss_adv_gen: -122.568527, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:55:51,993 - INFO - [Train] step: 100399, loss_adv_disc: 0.677158, lr_disc: 0.000010
+2023-03-23 01:55:52,201 - INFO - [Train] step: 100399, loss_mpn: 0.027717, loss_rec: 0.104773, loss_semantic: 1.034989, loss_idmrf: 5.530051, loss_adv_gen: -202.749969, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:56:23,917 - INFO - [Train] step: 100499, loss_adv_disc: 2.369670, lr_disc: 0.000010
+2023-03-23 01:56:24,130 - INFO - [Train] step: 100499, loss_mpn: 0.012823, loss_rec: 0.079611, loss_semantic: 0.974821, loss_idmrf: 3.327497, loss_adv_gen: -167.729248, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:56:56,211 - INFO - [Train] step: 100599, loss_adv_disc: 3.927398, lr_disc: 0.000010
+2023-03-23 01:56:56,423 - INFO - [Train] step: 100599, loss_mpn: 0.011821, loss_rec: 0.076727, loss_semantic: 0.791354, loss_idmrf: 2.657835, loss_adv_gen: -144.393463, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:57:28,160 - INFO - [Train] step: 100699, loss_adv_disc: 2.859241, lr_disc: 0.000010
+2023-03-23 01:57:28,373 - INFO - [Train] step: 100699, loss_mpn: 0.013848, loss_rec: 0.063016, loss_semantic: 0.701466, loss_idmrf: 3.210340, loss_adv_gen: -153.349014, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:58:00,560 - INFO - [Train] step: 100799, loss_adv_disc: -4.511199, lr_disc: 0.000010
+2023-03-23 01:58:00,774 - INFO - [Train] step: 100799, loss_mpn: 0.037445, loss_rec: 0.074503, loss_semantic: 0.920377, loss_idmrf: 6.227281, loss_adv_gen: -121.844116, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:58:32,656 - INFO - [Train] step: 100899, loss_adv_disc: -0.191130, lr_disc: 0.000010
+2023-03-23 01:58:32,868 - INFO - [Train] step: 100899, loss_mpn: 0.013185, loss_rec: 0.039335, loss_semantic: 0.470519, loss_idmrf: 3.706791, loss_adv_gen: -113.953293, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:59:04,937 - INFO - [Train] step: 100999, loss_adv_disc: -4.717377, lr_disc: 0.000010
+2023-03-23 01:59:05,135 - INFO - [Train] step: 100999, loss_mpn: 0.020542, loss_rec: 0.062548, loss_semantic: 0.701767, loss_idmrf: 3.669116, loss_adv_gen: -143.201584, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:59:57,259 - INFO - [Eval] step: 100999, bce: 0.051155, psnr: 22.692307, ssim: 0.781706, lpips: 0.170706
+2023-03-23 02:00:32,754 - INFO - [Train] step: 101099, loss_adv_disc: 3.191511, lr_disc: 0.000010
+2023-03-23 02:00:32,967 - INFO - [Train] step: 101099, loss_mpn: 0.008133, loss_rec: 0.057593, loss_semantic: 0.741311, loss_idmrf: 2.079992, loss_adv_gen: -182.362961, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:01:05,038 - INFO - [Train] step: 101199, loss_adv_disc: 3.404533, lr_disc: 0.000010
+2023-03-23 02:01:05,252 - INFO - [Train] step: 101199, loss_mpn: 0.032078, loss_rec: 0.099260, loss_semantic: 0.973667, loss_idmrf: 5.751497, loss_adv_gen: -118.744667, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:01:36,995 - INFO - [Train] step: 101299, loss_adv_disc: -2.047339, lr_disc: 0.000010
+2023-03-23 02:01:37,202 - INFO - [Train] step: 101299, loss_mpn: 0.019999, loss_rec: 0.103229, loss_semantic: 1.316845, loss_idmrf: 5.136491, loss_adv_gen: -198.996399, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:02:08,822 - INFO - [Train] step: 101399, loss_adv_disc: -0.372152, lr_disc: 0.000010
+2023-03-23 02:02:09,028 - INFO - [Train] step: 101399, loss_mpn: 0.007288, loss_rec: 0.057059, loss_semantic: 0.711271, loss_idmrf: 2.278520, loss_adv_gen: -167.747787, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:02:40,406 - INFO - [Train] step: 101499, loss_adv_disc: 2.938758, lr_disc: 0.000010
+2023-03-23 02:02:40,611 - INFO - [Train] step: 101499, loss_mpn: 0.005648, loss_rec: 0.040700, loss_semantic: 0.509293, loss_idmrf: 1.812370, loss_adv_gen: -163.824387, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:03:11,747 - INFO - [Train] step: 101599, loss_adv_disc: -2.669666, lr_disc: 0.000010
+2023-03-23 02:03:11,953 - INFO - [Train] step: 101599, loss_mpn: 0.014882, loss_rec: 0.079356, loss_semantic: 0.814976, loss_idmrf: 3.012537, loss_adv_gen: -147.939102, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:03:44,700 - INFO - [Train] step: 101699, loss_adv_disc: -0.988036, lr_disc: 0.000010
+2023-03-23 02:03:44,910 - INFO - [Train] step: 101699, loss_mpn: 0.012517, loss_rec: 0.053370, loss_semantic: 0.599799, loss_idmrf: 3.149617, loss_adv_gen: -131.197128, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:04:17,571 - INFO - [Train] step: 101799, loss_adv_disc: -3.210126, lr_disc: 0.000010
+2023-03-23 02:04:17,781 - INFO - [Train] step: 101799, loss_mpn: 0.033179, loss_rec: 0.108289, loss_semantic: 1.022894, loss_idmrf: 5.495298, loss_adv_gen: -103.745529, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:04:49,443 - INFO - [Train] step: 101899, loss_adv_disc: 1.491782, lr_disc: 0.000010
+2023-03-23 02:04:49,646 - INFO - [Train] step: 101899, loss_mpn: 0.002797, loss_rec: 0.021153, loss_semantic: 0.307056, loss_idmrf: 1.134061, loss_adv_gen: -104.984512, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:05:21,233 - INFO - [Train] step: 101999, loss_adv_disc: -0.914425, lr_disc: 0.000010
+2023-03-23 02:05:21,441 - INFO - [Train] step: 101999, loss_mpn: 0.016097, loss_rec: 0.064059, loss_semantic: 0.922758, loss_idmrf: 3.899704, loss_adv_gen: -112.260536, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:06:13,853 - INFO - [Eval] step: 101999, bce: 0.052549, psnr: 22.740246, ssim: 0.780367, lpips: 0.170034
+2023-03-23 02:06:48,672 - INFO - [Train] step: 102099, loss_adv_disc: -6.348194, lr_disc: 0.000010
+2023-03-23 02:06:48,877 - INFO - [Train] step: 102099, loss_mpn: 0.032722, loss_rec: 0.084318, loss_semantic: 0.934953, loss_idmrf: 6.857993, loss_adv_gen: -102.790863, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:07:21,060 - INFO - [Train] step: 102199, loss_adv_disc: -1.472722, lr_disc: 0.000010
+2023-03-23 02:07:21,273 - INFO - [Train] step: 102199, loss_mpn: 0.020170, loss_rec: 0.080855, loss_semantic: 0.840796, loss_idmrf: 3.010859, loss_adv_gen: -192.134186, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:07:53,198 - INFO - [Train] step: 102299, loss_adv_disc: -4.783844, lr_disc: 0.000010
+2023-03-23 02:07:53,414 - INFO - [Train] step: 102299, loss_mpn: 0.021239, loss_rec: 0.082863, loss_semantic: 0.807632, loss_idmrf: 4.244375, loss_adv_gen: -119.762695, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:08:25,053 - INFO - [Train] step: 102399, loss_adv_disc: -2.683582, lr_disc: 0.000010
+2023-03-23 02:08:25,259 - INFO - [Train] step: 102399, loss_mpn: 0.017871, loss_rec: 0.069705, loss_semantic: 0.814692, loss_idmrf: 5.009532, loss_adv_gen: -173.944046, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:08:56,762 - INFO - [Train] step: 102499, loss_adv_disc: -3.637366, lr_disc: 0.000010
+2023-03-23 02:08:56,974 - INFO - [Train] step: 102499, loss_mpn: 0.019620, loss_rec: 0.067683, loss_semantic: 0.750107, loss_idmrf: 5.773678, loss_adv_gen: -80.610268, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:09:28,637 - INFO - [Train] step: 102599, loss_adv_disc: -2.342196, lr_disc: 0.000010
+2023-03-23 02:09:28,846 - INFO - [Train] step: 102599, loss_mpn: 0.035760, loss_rec: 0.089390, loss_semantic: 0.877428, loss_idmrf: 5.313972, loss_adv_gen: -162.295990, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:10:01,237 - INFO - [Train] step: 102699, loss_adv_disc: -1.213855, lr_disc: 0.000010
+2023-03-23 02:10:01,449 - INFO - [Train] step: 102699, loss_mpn: 0.003250, loss_rec: 0.040756, loss_semantic: 0.408066, loss_idmrf: 0.925473, loss_adv_gen: -132.137466, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:10:34,017 - INFO - [Train] step: 102799, loss_adv_disc: -7.097367, lr_disc: 0.000010
+2023-03-23 02:10:34,228 - INFO - [Train] step: 102799, loss_mpn: 0.040276, loss_rec: 0.107206, loss_semantic: 0.916938, loss_idmrf: 6.270134, loss_adv_gen: -118.641518, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:11:05,846 - INFO - [Train] step: 102899, loss_adv_disc: 1.561258, lr_disc: 0.000010
+2023-03-23 02:11:06,056 - INFO - [Train] step: 102899, loss_mpn: 0.054611, loss_rec: 0.176756, loss_semantic: 1.603664, loss_idmrf: 7.381591, loss_adv_gen: -168.572769, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:11:37,764 - INFO - [Train] step: 102999, loss_adv_disc: 1.970237, lr_disc: 0.000010
+2023-03-23 02:11:37,974 - INFO - [Train] step: 102999, loss_mpn: 0.009908, loss_rec: 0.073081, loss_semantic: 0.680813, loss_idmrf: 3.652739, loss_adv_gen: -159.750717, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:12:30,087 - INFO - [Eval] step: 102999, bce: 0.051342, psnr: 22.683023, ssim: 0.779303, lpips: 0.171540
+2023-03-23 02:13:05,302 - INFO - [Train] step: 103099, loss_adv_disc: -7.666173, lr_disc: 0.000010
+2023-03-23 02:13:05,519 - INFO - [Train] step: 103099, loss_mpn: 0.020057, loss_rec: 0.074035, loss_semantic: 0.821025, loss_idmrf: 3.675719, loss_adv_gen: -126.560608, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:13:37,389 - INFO - [Train] step: 103199, loss_adv_disc: 0.755632, lr_disc: 0.000010
+2023-03-23 02:13:37,598 - INFO - [Train] step: 103199, loss_mpn: 0.004869, loss_rec: 0.039918, loss_semantic: 0.577157, loss_idmrf: 1.999083, loss_adv_gen: -151.022964, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:14:09,232 - INFO - [Train] step: 103299, loss_adv_disc: -1.303001, lr_disc: 0.000010
+2023-03-23 02:14:09,440 - INFO - [Train] step: 103299, loss_mpn: 0.030572, loss_rec: 0.065306, loss_semantic: 0.812502, loss_idmrf: 6.099096, loss_adv_gen: -96.996223, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:14:41,441 - INFO - [Train] step: 103399, loss_adv_disc: -3.697222, lr_disc: 0.000010
+2023-03-23 02:14:41,653 - INFO - [Train] step: 103399, loss_mpn: 0.024433, loss_rec: 0.108765, loss_semantic: 0.941674, loss_idmrf: 5.235024, loss_adv_gen: -146.946411, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:15:14,016 - INFO - [Train] step: 103499, loss_adv_disc: -7.091156, lr_disc: 0.000010
+2023-03-23 02:15:14,226 - INFO - [Train] step: 103499, loss_mpn: 0.028517, loss_rec: 0.134600, loss_semantic: 1.235606, loss_idmrf: 5.958960, loss_adv_gen: -135.176422, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:15:45,782 - INFO - [Train] step: 103599, loss_adv_disc: -15.221498, lr_disc: 0.000010
+2023-03-23 02:15:45,991 - INFO - [Train] step: 103599, loss_mpn: 0.037886, loss_rec: 0.185713, loss_semantic: 1.342356, loss_idmrf: 6.523686, loss_adv_gen: -220.348877, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:16:18,468 - INFO - [Train] step: 103699, loss_adv_disc: 3.298610, lr_disc: 0.000010
+2023-03-23 02:16:18,680 - INFO - [Train] step: 103699, loss_mpn: 0.023285, loss_rec: 0.071412, loss_semantic: 0.780215, loss_idmrf: 5.896262, loss_adv_gen: -141.275970, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:16:51,168 - INFO - [Train] step: 103799, loss_adv_disc: 2.789186, lr_disc: 0.000010
+2023-03-23 02:16:51,373 - INFO - [Train] step: 103799, loss_mpn: 0.016131, loss_rec: 0.067942, loss_semantic: 0.827918, loss_idmrf: 3.761235, loss_adv_gen: -124.531700, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:17:22,797 - INFO - [Train] step: 103899, loss_adv_disc: 5.896919, lr_disc: 0.000010
+2023-03-23 02:17:23,009 - INFO - [Train] step: 103899, loss_mpn: 0.006098, loss_rec: 0.039350, loss_semantic: 0.573643, loss_idmrf: 1.508542, loss_adv_gen: -179.006241, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:17:55,174 - INFO - [Train] step: 103999, loss_adv_disc: -3.127110, lr_disc: 0.000010
+2023-03-23 02:17:55,384 - INFO - [Train] step: 103999, loss_mpn: 0.043192, loss_rec: 0.069451, loss_semantic: 0.821905, loss_idmrf: 6.071957, loss_adv_gen: -74.679703, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:18:47,360 - INFO - [Eval] step: 103999, bce: 0.050897, psnr: 22.901070, ssim: 0.784604, lpips: 0.169587
+2023-03-23 02:19:22,250 - INFO - [Train] step: 104099, loss_adv_disc: -0.273832, lr_disc: 0.000010
+2023-03-23 02:19:22,461 - INFO - [Train] step: 104099, loss_mpn: 0.030141, loss_rec: 0.055410, loss_semantic: 0.816803, loss_idmrf: 5.284616, loss_adv_gen: -102.655525, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:19:54,136 - INFO - [Train] step: 104199, loss_adv_disc: -3.697826, lr_disc: 0.000010
+2023-03-23 02:19:54,345 - INFO - [Train] step: 104199, loss_mpn: 0.010385, loss_rec: 0.055502, loss_semantic: 0.627407, loss_idmrf: 4.164777, loss_adv_gen: -88.339737, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:20:25,843 - INFO - [Train] step: 104299, loss_adv_disc: 4.381705, lr_disc: 0.000010
+2023-03-23 02:20:26,056 - INFO - [Train] step: 104299, loss_mpn: 0.002370, loss_rec: 0.048614, loss_semantic: 0.551416, loss_idmrf: 0.659014, loss_adv_gen: -196.589172, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:20:57,678 - INFO - [Train] step: 104399, loss_adv_disc: 0.718726, lr_disc: 0.000010
+2023-03-23 02:20:57,885 - INFO - [Train] step: 104399, loss_mpn: 0.011707, loss_rec: 0.047281, loss_semantic: 0.547764, loss_idmrf: 2.385189, loss_adv_gen: -129.631210, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:21:29,476 - INFO - [Train] step: 104499, loss_adv_disc: -2.004111, lr_disc: 0.000010
+2023-03-23 02:21:29,683 - INFO - [Train] step: 104499, loss_mpn: 0.039650, loss_rec: 0.075487, loss_semantic: 0.935024, loss_idmrf: 7.942910, loss_adv_gen: -78.115692, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:22:01,325 - INFO - [Train] step: 104599, loss_adv_disc: 1.266133, lr_disc: 0.000010
+2023-03-23 02:22:01,536 - INFO - [Train] step: 104599, loss_mpn: 0.016774, loss_rec: 0.060458, loss_semantic: 0.668028, loss_idmrf: 4.225539, loss_adv_gen: -152.954636, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:22:34,083 - INFO - [Train] step: 104699, loss_adv_disc: 2.485859, lr_disc: 0.000010
+2023-03-23 02:22:34,294 - INFO - [Train] step: 104699, loss_mpn: 0.024137, loss_rec: 0.081809, loss_semantic: 0.921850, loss_idmrf: 5.739944, loss_adv_gen: -138.693359, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:23:06,405 - INFO - [Train] step: 104799, loss_adv_disc: -1.627123, lr_disc: 0.000010
+2023-03-23 02:23:06,626 - INFO - [Train] step: 104799, loss_mpn: 0.031375, loss_rec: 0.161289, loss_semantic: 1.260076, loss_idmrf: 4.320830, loss_adv_gen: -193.795959, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:23:38,020 - INFO - [Train] step: 104899, loss_adv_disc: 5.177120, lr_disc: 0.000010
+2023-03-23 02:23:38,232 - INFO - [Train] step: 104899, loss_mpn: 0.022238, loss_rec: 0.091278, loss_semantic: 1.064732, loss_idmrf: 5.929577, loss_adv_gen: -154.495361, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:24:10,296 - INFO - [Train] step: 104999, loss_adv_disc: -11.825260, lr_disc: 0.000010
+2023-03-23 02:24:10,507 - INFO - [Train] step: 104999, loss_mpn: 0.034420, loss_rec: 0.145509, loss_semantic: 1.286567, loss_idmrf: 5.880242, loss_adv_gen: -190.122894, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:25:02,086 - INFO - [Eval] step: 104999, bce: 0.051210, psnr: 22.739819, ssim: 0.778757, lpips: 0.169980
+2023-03-23 02:25:37,559 - INFO - [Train] step: 105099, loss_adv_disc: -4.537687, lr_disc: 0.000010
+2023-03-23 02:25:37,766 - INFO - [Train] step: 105099, loss_mpn: 0.008598, loss_rec: 0.066059, loss_semantic: 0.845164, loss_idmrf: 2.588480, loss_adv_gen: -116.787346, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:26:09,456 - INFO - [Train] step: 105199, loss_adv_disc: 2.032814, lr_disc: 0.000010
+2023-03-23 02:26:09,656 - INFO - [Train] step: 105199, loss_mpn: 0.017035, loss_rec: 0.053637, loss_semantic: 0.631097, loss_idmrf: 3.279146, loss_adv_gen: -155.920090, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:26:41,705 - INFO - [Train] step: 105299, loss_adv_disc: 1.104295, lr_disc: 0.000010
+2023-03-23 02:26:41,914 - INFO - [Train] step: 105299, loss_mpn: 0.022306, loss_rec: 0.067205, loss_semantic: 0.886177, loss_idmrf: 3.925419, loss_adv_gen: -141.418762, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:27:14,177 - INFO - [Train] step: 105399, loss_adv_disc: -0.102068, lr_disc: 0.000010
+2023-03-23 02:27:14,386 - INFO - [Train] step: 105399, loss_mpn: 0.011600, loss_rec: 0.049443, loss_semantic: 0.574041, loss_idmrf: 4.482425, loss_adv_gen: -118.664383, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:27:45,557 - INFO - [Train] step: 105499, loss_adv_disc: -12.320480, lr_disc: 0.000010
+2023-03-23 02:27:45,764 - INFO - [Train] step: 105499, loss_mpn: 0.021848, loss_rec: 0.102009, loss_semantic: 0.898754, loss_idmrf: 4.785017, loss_adv_gen: -140.117004, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:28:17,456 - INFO - [Train] step: 105599, loss_adv_disc: 0.642053, lr_disc: 0.000010
+2023-03-23 02:28:17,660 - INFO - [Train] step: 105599, loss_mpn: 0.036907, loss_rec: 0.092465, loss_semantic: 0.986850, loss_idmrf: 7.144813, loss_adv_gen: -125.228592, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:28:50,229 - INFO - [Train] step: 105699, loss_adv_disc: 4.679976, lr_disc: 0.000010
+2023-03-23 02:28:50,435 - INFO - [Train] step: 105699, loss_mpn: 0.014015, loss_rec: 0.048724, loss_semantic: 0.652781, loss_idmrf: 2.295955, loss_adv_gen: -155.002960, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:29:22,145 - INFO - [Train] step: 105799, loss_adv_disc: 5.741795, lr_disc: 0.000010
+2023-03-23 02:29:22,355 - INFO - [Train] step: 105799, loss_mpn: 0.024962, loss_rec: 0.086119, loss_semantic: 0.958804, loss_idmrf: 4.771685, loss_adv_gen: -132.770126, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:29:54,222 - INFO - [Train] step: 105899, loss_adv_disc: -5.681820, lr_disc: 0.000010
+2023-03-23 02:29:54,432 - INFO - [Train] step: 105899, loss_mpn: 0.036129, loss_rec: 0.132123, loss_semantic: 1.091483, loss_idmrf: 5.552128, loss_adv_gen: -161.601929, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:30:26,000 - INFO - [Train] step: 105999, loss_adv_disc: -4.364297, lr_disc: 0.000010
+2023-03-23 02:30:26,211 - INFO - [Train] step: 105999, loss_mpn: 0.016716, loss_rec: 0.081708, loss_semantic: 0.900644, loss_idmrf: 4.693208, loss_adv_gen: -124.254135, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:31:18,115 - INFO - [Eval] step: 105999, bce: 0.051979, psnr: 22.973274, ssim: 0.785925, lpips: 0.171009
+2023-03-23 02:31:53,315 - INFO - [Train] step: 106099, loss_adv_disc: -7.876661, lr_disc: 0.000010
+2023-03-23 02:31:53,521 - INFO - [Train] step: 106099, loss_mpn: 0.029212, loss_rec: 0.095881, loss_semantic: 1.039149, loss_idmrf: 9.179588, loss_adv_gen: -120.308655, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:32:25,219 - INFO - [Train] step: 106199, loss_adv_disc: -2.121402, lr_disc: 0.000010
+2023-03-23 02:32:25,429 - INFO - [Train] step: 106199, loss_mpn: 0.036496, loss_rec: 0.085442, loss_semantic: 0.904742, loss_idmrf: 6.906675, loss_adv_gen: -131.005798, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:32:57,791 - INFO - [Train] step: 106299, loss_adv_disc: 4.450189, lr_disc: 0.000010
+2023-03-23 02:32:58,008 - INFO - [Train] step: 106299, loss_mpn: 0.002643, loss_rec: 0.046674, loss_semantic: 0.555604, loss_idmrf: 0.799556, loss_adv_gen: -168.405441, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:33:30,050 - INFO - [Train] step: 106399, loss_adv_disc: -1.641826, lr_disc: 0.000010
+2023-03-23 02:33:30,262 - INFO - [Train] step: 106399, loss_mpn: 0.030305, loss_rec: 0.055895, loss_semantic: 0.654811, loss_idmrf: 3.391657, loss_adv_gen: -146.068863, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:34:01,776 - INFO - [Train] step: 106499, loss_adv_disc: -5.702622, lr_disc: 0.000010
+2023-03-23 02:34:01,983 - INFO - [Train] step: 106499, loss_mpn: 0.013295, loss_rec: 0.064243, loss_semantic: 0.621444, loss_idmrf: 3.068234, loss_adv_gen: -110.996201, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:34:34,193 - INFO - [Train] step: 106599, loss_adv_disc: -8.736767, lr_disc: 0.000010
+2023-03-23 02:34:34,412 - INFO - [Train] step: 106599, loss_mpn: 0.011743, loss_rec: 0.087542, loss_semantic: 0.872307, loss_idmrf: 3.260417, loss_adv_gen: -154.378296, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:35:07,032 - INFO - [Train] step: 106699, loss_adv_disc: 1.005970, lr_disc: 0.000010
+2023-03-23 02:35:07,240 - INFO - [Train] step: 106699, loss_mpn: 0.032544, loss_rec: 0.060699, loss_semantic: 0.884069, loss_idmrf: 5.037940, loss_adv_gen: -113.800690, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:35:39,138 - INFO - [Train] step: 106799, loss_adv_disc: 1.224653, lr_disc: 0.000010
+2023-03-23 02:35:39,342 - INFO - [Train] step: 106799, loss_mpn: 0.022350, loss_rec: 0.074860, loss_semantic: 0.781152, loss_idmrf: 3.558122, loss_adv_gen: -156.477493, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:36:11,136 - INFO - [Train] step: 106899, loss_adv_disc: -0.026070, lr_disc: 0.000010
+2023-03-23 02:36:11,359 - INFO - [Train] step: 106899, loss_mpn: 0.034626, loss_rec: 0.098729, loss_semantic: 1.098717, loss_idmrf: 8.142935, loss_adv_gen: -131.024811, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:36:42,894 - INFO - [Train] step: 106999, loss_adv_disc: -1.431025, lr_disc: 0.000010
+2023-03-23 02:36:43,101 - INFO - [Train] step: 106999, loss_mpn: 0.030417, loss_rec: 0.104792, loss_semantic: 0.966478, loss_idmrf: 7.734494, loss_adv_gen: -130.117493, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:37:34,234 - INFO - [Eval] step: 106999, bce: 0.052524, psnr: 22.767649, ssim: 0.782576, lpips: 0.169191
+2023-03-23 02:38:09,088 - INFO - [Train] step: 107099, loss_adv_disc: -0.834270, lr_disc: 0.000010
+2023-03-23 02:38:09,294 - INFO - [Train] step: 107099, loss_mpn: 0.008121, loss_rec: 0.041312, loss_semantic: 0.525559, loss_idmrf: 2.137363, loss_adv_gen: -120.119629, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:38:41,141 - INFO - [Train] step: 107199, loss_adv_disc: 3.143339, lr_disc: 0.000010
+2023-03-23 02:38:41,351 - INFO - [Train] step: 107199, loss_mpn: 0.010287, loss_rec: 0.043987, loss_semantic: 0.581925, loss_idmrf: 2.605810, loss_adv_gen: -145.865387, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:39:12,859 - INFO - [Train] step: 107299, loss_adv_disc: -1.892436, lr_disc: 0.000010
+2023-03-23 02:39:13,069 - INFO - [Train] step: 107299, loss_mpn: 0.013451, loss_rec: 0.080048, loss_semantic: 0.748659, loss_idmrf: 3.187662, loss_adv_gen: -163.621231, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:39:44,433 - INFO - [Train] step: 107399, loss_adv_disc: -4.622993, lr_disc: 0.000010
+2023-03-23 02:39:44,643 - INFO - [Train] step: 107399, loss_mpn: 0.060815, loss_rec: 0.135877, loss_semantic: 1.087538, loss_idmrf: 5.807265, loss_adv_gen: -157.468018, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:40:16,127 - INFO - [Train] step: 107499, loss_adv_disc: 5.971042, lr_disc: 0.000010
+2023-03-23 02:40:16,343 - INFO - [Train] step: 107499, loss_mpn: 0.033484, loss_rec: 0.121541, loss_semantic: 1.211487, loss_idmrf: 5.511964, loss_adv_gen: -204.717484, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:40:48,824 - INFO - [Train] step: 107599, loss_adv_disc: -6.313843, lr_disc: 0.000010
+2023-03-23 02:40:49,035 - INFO - [Train] step: 107599, loss_mpn: 0.062068, loss_rec: 0.113522, loss_semantic: 1.130270, loss_idmrf: 8.450853, loss_adv_gen: -152.136246, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:41:21,496 - INFO - [Train] step: 107699, loss_adv_disc: -5.668622, lr_disc: 0.000010
+2023-03-23 02:41:21,708 - INFO - [Train] step: 107699, loss_mpn: 0.026275, loss_rec: 0.084165, loss_semantic: 0.999009, loss_idmrf: 5.788052, loss_adv_gen: -113.803535, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:41:53,569 - INFO - [Train] step: 107799, loss_adv_disc: -2.518238, lr_disc: 0.000010
+2023-03-23 02:41:53,774 - INFO - [Train] step: 107799, loss_mpn: 0.012282, loss_rec: 0.062413, loss_semantic: 0.715530, loss_idmrf: 2.940817, loss_adv_gen: -105.030701, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:42:25,373 - INFO - [Train] step: 107899, loss_adv_disc: 1.373617, lr_disc: 0.000010
+2023-03-23 02:42:25,591 - INFO - [Train] step: 107899, loss_mpn: 0.022993, loss_rec: 0.092631, loss_semantic: 1.011948, loss_idmrf: 3.839057, loss_adv_gen: -157.064865, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:42:57,243 - INFO - [Train] step: 107999, loss_adv_disc: -11.834133, lr_disc: 0.000010
+2023-03-23 02:42:57,451 - INFO - [Train] step: 107999, loss_mpn: 0.029560, loss_rec: 0.121008, loss_semantic: 1.205796, loss_idmrf: 8.458351, loss_adv_gen: -98.569809, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:43:49,485 - INFO - [Eval] step: 107999, bce: 0.050533, psnr: 22.906200, ssim: 0.785569, lpips: 0.169354
+2023-03-23 02:44:24,481 - INFO - [Train] step: 108099, loss_adv_disc: 5.030243, lr_disc: 0.000010
+2023-03-23 02:44:24,691 - INFO - [Train] step: 108099, loss_mpn: 0.042696, loss_rec: 0.079087, loss_semantic: 0.949466, loss_idmrf: 7.490923, loss_adv_gen: -110.394455, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:44:56,513 - INFO - [Train] step: 108199, loss_adv_disc: -0.115462, lr_disc: 0.000010
+2023-03-23 02:44:56,720 - INFO - [Train] step: 108199, loss_mpn: 0.030981, loss_rec: 0.095148, loss_semantic: 0.917374, loss_idmrf: 5.726657, loss_adv_gen: -138.045227, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:45:28,137 - INFO - [Train] step: 108299, loss_adv_disc: -2.896667, lr_disc: 0.000010
+2023-03-23 02:45:28,355 - INFO - [Train] step: 108299, loss_mpn: 0.011511, loss_rec: 0.061028, loss_semantic: 0.651870, loss_idmrf: 3.073800, loss_adv_gen: -96.124359, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:46:00,468 - INFO - [Train] step: 108399, loss_adv_disc: 1.532340, lr_disc: 0.000010
+2023-03-23 02:46:00,682 - INFO - [Train] step: 108399, loss_mpn: 0.009493, loss_rec: 0.035326, loss_semantic: 0.466925, loss_idmrf: 2.267213, loss_adv_gen: -115.242783, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:46:32,733 - INFO - [Train] step: 108499, loss_adv_disc: -1.202232, lr_disc: 0.000010
+2023-03-23 02:46:32,937 - INFO - [Train] step: 108499, loss_mpn: 0.041162, loss_rec: 0.106191, loss_semantic: 0.992527, loss_idmrf: 5.200059, loss_adv_gen: -112.133499, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:47:05,177 - INFO - [Train] step: 108599, loss_adv_disc: -0.812533, lr_disc: 0.000010
+2023-03-23 02:47:05,387 - INFO - [Train] step: 108599, loss_mpn: 0.049808, loss_rec: 0.089901, loss_semantic: 0.877769, loss_idmrf: 7.727430, loss_adv_gen: -127.217560, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:47:37,766 - INFO - [Train] step: 108699, loss_adv_disc: 1.101512, lr_disc: 0.000010
+2023-03-23 02:47:37,984 - INFO - [Train] step: 108699, loss_mpn: 0.015766, loss_rec: 0.039986, loss_semantic: 0.502861, loss_idmrf: 2.843068, loss_adv_gen: -146.834061, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:48:10,273 - INFO - [Train] step: 108799, loss_adv_disc: -3.651128, lr_disc: 0.000010
+2023-03-23 02:48:10,487 - INFO - [Train] step: 108799, loss_mpn: 0.041632, loss_rec: 0.122137, loss_semantic: 1.143909, loss_idmrf: 7.089974, loss_adv_gen: -145.532669, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:48:42,185 - INFO - [Train] step: 108899, loss_adv_disc: 0.472608, lr_disc: 0.000010
+2023-03-23 02:48:42,398 - INFO - [Train] step: 108899, loss_mpn: 0.013929, loss_rec: 0.060733, loss_semantic: 0.769554, loss_idmrf: 3.007230, loss_adv_gen: -151.790375, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:49:13,901 - INFO - [Train] step: 108999, loss_adv_disc: -8.874039, lr_disc: 0.000010
+2023-03-23 02:49:14,107 - INFO - [Train] step: 108999, loss_mpn: 0.034853, loss_rec: 0.123260, loss_semantic: 1.300701, loss_idmrf: 6.399095, loss_adv_gen: -114.870407, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:50:05,959 - INFO - [Eval] step: 108999, bce: 0.050799, psnr: 22.767557, ssim: 0.780942, lpips: 0.169828
+2023-03-23 02:50:41,394 - INFO - [Train] step: 109099, loss_adv_disc: 3.460301, lr_disc: 0.000010
+2023-03-23 02:50:41,602 - INFO - [Train] step: 109099, loss_mpn: 0.012224, loss_rec: 0.059735, loss_semantic: 0.743341, loss_idmrf: 2.974377, loss_adv_gen: -185.188065, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:51:13,006 - INFO - [Train] step: 109199, loss_adv_disc: -2.074169, lr_disc: 0.000010
+2023-03-23 02:51:13,217 - INFO - [Train] step: 109199, loss_mpn: 0.018265, loss_rec: 0.092530, loss_semantic: 0.999075, loss_idmrf: 4.216866, loss_adv_gen: -169.326111, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:51:44,532 - INFO - [Train] step: 109299, loss_adv_disc: 1.823113, lr_disc: 0.000010
+2023-03-23 02:51:44,742 - INFO - [Train] step: 109299, loss_mpn: 0.015709, loss_rec: 0.050700, loss_semantic: 0.629117, loss_idmrf: 3.679753, loss_adv_gen: -115.477158, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:52:16,292 - INFO - [Train] step: 109399, loss_adv_disc: 1.177901, lr_disc: 0.000010
+2023-03-23 02:52:16,494 - INFO - [Train] step: 109399, loss_mpn: 0.034320, loss_rec: 0.092749, loss_semantic: 0.997921, loss_idmrf: 4.406477, loss_adv_gen: -168.929855, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:52:47,846 - INFO - [Train] step: 109499, loss_adv_disc: -3.836279, lr_disc: 0.000010
+2023-03-23 02:52:48,054 - INFO - [Train] step: 109499, loss_mpn: 0.036579, loss_rec: 0.141133, loss_semantic: 1.002879, loss_idmrf: 5.779284, loss_adv_gen: -184.163818, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:53:20,531 - INFO - [Train] step: 109599, loss_adv_disc: 2.116082, lr_disc: 0.000010
+2023-03-23 02:53:20,746 - INFO - [Train] step: 109599, loss_mpn: 0.018503, loss_rec: 0.075088, loss_semantic: 0.934963, loss_idmrf: 4.323215, loss_adv_gen: -131.416962, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:53:53,131 - INFO - [Train] step: 109699, loss_adv_disc: 0.756832, lr_disc: 0.000010
+2023-03-23 02:53:53,343 - INFO - [Train] step: 109699, loss_mpn: 0.026329, loss_rec: 0.103550, loss_semantic: 1.160534, loss_idmrf: 6.286874, loss_adv_gen: -131.999084, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:54:25,133 - INFO - [Train] step: 109799, loss_adv_disc: -7.649084, lr_disc: 0.000010
+2023-03-23 02:54:25,344 - INFO - [Train] step: 109799, loss_mpn: 0.014045, loss_rec: 0.094462, loss_semantic: 0.971053, loss_idmrf: 6.819697, loss_adv_gen: -107.371971, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:54:57,033 - INFO - [Train] step: 109899, loss_adv_disc: -4.643001, lr_disc: 0.000010
+2023-03-23 02:54:57,242 - INFO - [Train] step: 109899, loss_mpn: 0.015355, loss_rec: 0.050485, loss_semantic: 0.720644, loss_idmrf: 4.965207, loss_adv_gen: -109.258362, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:55:28,874 - INFO - [Train] step: 109999, loss_adv_disc: 1.150091, lr_disc: 0.000010
+2023-03-23 02:55:29,078 - INFO - [Train] step: 109999, loss_mpn: 0.019945, loss_rec: 0.084523, loss_semantic: 0.979302, loss_idmrf: 3.920685, loss_adv_gen: -215.048935, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:56:20,782 - INFO - [Eval] step: 109999, bce: 0.052702, psnr: 22.664047, ssim: 0.778027, lpips: 0.169800
+2023-03-23 02:56:55,430 - INFO - [Train] step: 110099, loss_adv_disc: 2.354656, lr_disc: 0.000010
+2023-03-23 02:56:55,637 - INFO - [Train] step: 110099, loss_mpn: 0.008754, loss_rec: 0.040616, loss_semantic: 0.563158, loss_idmrf: 3.568524, loss_adv_gen: -120.469696, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:57:27,051 - INFO - [Train] step: 110199, loss_adv_disc: -2.066559, lr_disc: 0.000010
+2023-03-23 02:57:27,259 - INFO - [Train] step: 110199, loss_mpn: 0.022890, loss_rec: 0.056561, loss_semantic: 0.637790, loss_idmrf: 4.081107, loss_adv_gen: -109.860817, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:57:59,526 - INFO - [Train] step: 110299, loss_adv_disc: 0.784355, lr_disc: 0.000010
+2023-03-23 02:57:59,733 - INFO - [Train] step: 110299, loss_mpn: 0.018621, loss_rec: 0.061342, loss_semantic: 0.812453, loss_idmrf: 3.552489, loss_adv_gen: -123.062737, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:58:31,400 - INFO - [Train] step: 110399, loss_adv_disc: 0.956631, lr_disc: 0.000010
+2023-03-23 02:58:31,611 - INFO - [Train] step: 110399, loss_mpn: 0.019679, loss_rec: 0.082924, loss_semantic: 0.889057, loss_idmrf: 4.765977, loss_adv_gen: -149.073380, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:59:03,424 - INFO - [Train] step: 110499, loss_adv_disc: -0.813633, lr_disc: 0.000010
+2023-03-23 02:59:03,633 - INFO - [Train] step: 110499, loss_mpn: 0.022940, loss_rec: 0.073658, loss_semantic: 0.762484, loss_idmrf: 3.893482, loss_adv_gen: -150.280197, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:59:36,169 - INFO - [Train] step: 110599, loss_adv_disc: -3.265952, lr_disc: 0.000010
+2023-03-23 02:59:36,378 - INFO - [Train] step: 110599, loss_mpn: 0.032274, loss_rec: 0.071753, loss_semantic: 0.888669, loss_idmrf: 5.675142, loss_adv_gen: -121.424423, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:00:08,491 - INFO - [Train] step: 110699, loss_adv_disc: -9.779282, lr_disc: 0.000010
+2023-03-23 03:00:08,700 - INFO - [Train] step: 110699, loss_mpn: 0.037363, loss_rec: 0.070883, loss_semantic: 0.811100, loss_idmrf: 7.167593, loss_adv_gen: -104.113892, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:00:41,074 - INFO - [Train] step: 110799, loss_adv_disc: 1.800149, lr_disc: 0.000010
+2023-03-23 03:00:41,286 - INFO - [Train] step: 110799, loss_mpn: 0.001137, loss_rec: 0.022039, loss_semantic: 0.268955, loss_idmrf: 0.550718, loss_adv_gen: -106.517342, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:01:13,241 - INFO - [Train] step: 110899, loss_adv_disc: -1.000456, lr_disc: 0.000010
+2023-03-23 03:01:13,451 - INFO - [Train] step: 110899, loss_mpn: 0.027955, loss_rec: 0.064968, loss_semantic: 0.636064, loss_idmrf: 4.012982, loss_adv_gen: -144.173157, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:01:45,739 - INFO - [Train] step: 110999, loss_adv_disc: -2.604597, lr_disc: 0.000010
+2023-03-23 03:01:45,945 - INFO - [Train] step: 110999, loss_mpn: 0.020830, loss_rec: 0.056598, loss_semantic: 0.661887, loss_idmrf: 2.800364, loss_adv_gen: -142.735413, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:02:37,082 - INFO - [Eval] step: 110999, bce: 0.050694, psnr: 22.788733, ssim: 0.782717, lpips: 0.171523
+2023-03-23 03:03:11,821 - INFO - [Train] step: 111099, loss_adv_disc: -6.852436, lr_disc: 0.000010
+2023-03-23 03:03:12,030 - INFO - [Train] step: 111099, loss_mpn: 0.027584, loss_rec: 0.087680, loss_semantic: 0.969539, loss_idmrf: 9.279253, loss_adv_gen: -120.787025, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:03:43,321 - INFO - [Train] step: 111199, loss_adv_disc: -6.445342, lr_disc: 0.000010
+2023-03-23 03:03:43,531 - INFO - [Train] step: 111199, loss_mpn: 0.019128, loss_rec: 0.058987, loss_semantic: 0.729504, loss_idmrf: 5.495225, loss_adv_gen: -107.746521, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:04:15,589 - INFO - [Train] step: 111299, loss_adv_disc: -2.260297, lr_disc: 0.000010
+2023-03-23 03:04:15,797 - INFO - [Train] step: 111299, loss_mpn: 0.022546, loss_rec: 0.086940, loss_semantic: 0.851560, loss_idmrf: 5.857067, loss_adv_gen: -98.968010, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:04:47,546 - INFO - [Train] step: 111399, loss_adv_disc: 2.086499, lr_disc: 0.000010
+2023-03-23 03:04:47,751 - INFO - [Train] step: 111399, loss_mpn: 0.046340, loss_rec: 0.070625, loss_semantic: 0.708947, loss_idmrf: 7.166064, loss_adv_gen: -117.649261, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:05:19,673 - INFO - [Train] step: 111499, loss_adv_disc: 1.829487, lr_disc: 0.000010
+2023-03-23 03:05:19,890 - INFO - [Train] step: 111499, loss_mpn: 0.013371, loss_rec: 0.053823, loss_semantic: 0.705791, loss_idmrf: 5.228987, loss_adv_gen: -75.223358, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:05:52,755 - INFO - [Train] step: 111599, loss_adv_disc: -1.852607, lr_disc: 0.000010
+2023-03-23 03:05:52,977 - INFO - [Train] step: 111599, loss_mpn: 0.010371, loss_rec: 0.068187, loss_semantic: 0.807221, loss_idmrf: 4.479203, loss_adv_gen: -154.100540, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:06:24,968 - INFO - [Train] step: 111699, loss_adv_disc: -9.142194, lr_disc: 0.000010
+2023-03-23 03:06:25,181 - INFO - [Train] step: 111699, loss_mpn: 0.033468, loss_rec: 0.108272, loss_semantic: 0.976314, loss_idmrf: 7.937204, loss_adv_gen: -111.615540, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:06:57,124 - INFO - [Train] step: 111799, loss_adv_disc: 1.138590, lr_disc: 0.000010
+2023-03-23 03:06:57,345 - INFO - [Train] step: 111799, loss_mpn: 0.028873, loss_rec: 0.094615, loss_semantic: 0.977495, loss_idmrf: 5.841554, loss_adv_gen: -123.819603, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:07:29,704 - INFO - [Train] step: 111899, loss_adv_disc: -1.592996, lr_disc: 0.000010
+2023-03-23 03:07:29,909 - INFO - [Train] step: 111899, loss_mpn: 0.012244, loss_rec: 0.053878, loss_semantic: 0.660075, loss_idmrf: 3.009659, loss_adv_gen: -107.105042, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:08:02,543 - INFO - [Train] step: 111999, loss_adv_disc: 0.273768, lr_disc: 0.000010
+2023-03-23 03:08:02,745 - INFO - [Train] step: 111999, loss_mpn: 0.015645, loss_rec: 0.061111, loss_semantic: 0.715835, loss_idmrf: 2.793821, loss_adv_gen: -129.981522, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:08:54,825 - INFO - [Eval] step: 111999, bce: 0.050876, psnr: 22.871922, ssim: 0.783981, lpips: 0.170184
+2023-03-23 03:09:29,631 - INFO - [Train] step: 112099, loss_adv_disc: -2.548399, lr_disc: 0.000010
+2023-03-23 03:09:29,845 - INFO - [Train] step: 112099, loss_mpn: 0.025428, loss_rec: 0.077313, loss_semantic: 0.792995, loss_idmrf: 3.869590, loss_adv_gen: -104.794029, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:10:01,904 - INFO - [Train] step: 112199, loss_adv_disc: 1.611515, lr_disc: 0.000010
+2023-03-23 03:10:02,114 - INFO - [Train] step: 112199, loss_mpn: 0.037948, loss_rec: 0.076940, loss_semantic: 0.854586, loss_idmrf: 4.342665, loss_adv_gen: -128.036133, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:10:34,057 - INFO - [Train] step: 112299, loss_adv_disc: 1.409472, lr_disc: 0.000010
+2023-03-23 03:10:34,264 - INFO - [Train] step: 112299, loss_mpn: 0.011482, loss_rec: 0.058277, loss_semantic: 0.812439, loss_idmrf: 3.811485, loss_adv_gen: -152.157593, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:11:05,788 - INFO - [Train] step: 112399, loss_adv_disc: 1.451102, lr_disc: 0.000010
+2023-03-23 03:11:05,999 - INFO - [Train] step: 112399, loss_mpn: 0.010741, loss_rec: 0.089945, loss_semantic: 0.947970, loss_idmrf: 2.880406, loss_adv_gen: -181.487305, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:11:38,699 - INFO - [Train] step: 112499, loss_adv_disc: -1.434726, lr_disc: 0.000010
+2023-03-23 03:11:38,911 - INFO - [Train] step: 112499, loss_mpn: 0.005568, loss_rec: 0.038352, loss_semantic: 0.501666, loss_idmrf: 1.815380, loss_adv_gen: -97.281738, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:12:11,691 - INFO - [Train] step: 112599, loss_adv_disc: -7.194226, lr_disc: 0.000010
+2023-03-23 03:12:11,904 - INFO - [Train] step: 112599, loss_mpn: 0.019197, loss_rec: 0.085871, loss_semantic: 0.893172, loss_idmrf: 3.868806, loss_adv_gen: -110.373032, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:12:43,324 - INFO - [Train] step: 112699, loss_adv_disc: -2.043053, lr_disc: 0.000010
+2023-03-23 03:12:43,532 - INFO - [Train] step: 112699, loss_mpn: 0.005923, loss_rec: 0.039280, loss_semantic: 0.549716, loss_idmrf: 3.930324, loss_adv_gen: -94.441521, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:13:15,829 - INFO - [Train] step: 112799, loss_adv_disc: -12.339986, lr_disc: 0.000010
+2023-03-23 03:13:16,038 - INFO - [Train] step: 112799, loss_mpn: 0.017440, loss_rec: 0.113842, loss_semantic: 0.989846, loss_idmrf: 4.289516, loss_adv_gen: -180.737793, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:13:47,384 - INFO - [Train] step: 112899, loss_adv_disc: -0.718465, lr_disc: 0.000010
+2023-03-23 03:13:47,594 - INFO - [Train] step: 112899, loss_mpn: 0.034729, loss_rec: 0.089735, loss_semantic: 0.823754, loss_idmrf: 5.216005, loss_adv_gen: -137.047241, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:14:19,586 - INFO - [Train] step: 112999, loss_adv_disc: -5.627324, lr_disc: 0.000010
+2023-03-23 03:14:19,792 - INFO - [Train] step: 112999, loss_mpn: 0.036194, loss_rec: 0.072280, loss_semantic: 0.813390, loss_idmrf: 5.437209, loss_adv_gen: -114.146149, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:15:12,535 - INFO - [Eval] step: 112999, bce: 0.051338, psnr: 22.839640, ssim: 0.782984, lpips: 0.169715
+2023-03-23 03:15:47,641 - INFO - [Train] step: 113099, loss_adv_disc: -6.509135, lr_disc: 0.000010
+2023-03-23 03:15:47,846 - INFO - [Train] step: 113099, loss_mpn: 0.061326, loss_rec: 0.152742, loss_semantic: 1.389152, loss_idmrf: 6.392603, loss_adv_gen: -173.914032, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:16:19,674 - INFO - [Train] step: 113199, loss_adv_disc: -2.132085, lr_disc: 0.000010
+2023-03-23 03:16:19,888 - INFO - [Train] step: 113199, loss_mpn: 0.021488, loss_rec: 0.059803, loss_semantic: 0.702625, loss_idmrf: 5.291756, loss_adv_gen: -70.782944, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:16:51,735 - INFO - [Train] step: 113299, loss_adv_disc: -6.432179, lr_disc: 0.000010
+2023-03-23 03:16:51,946 - INFO - [Train] step: 113299, loss_mpn: 0.030736, loss_rec: 0.128450, loss_semantic: 1.201858, loss_idmrf: 6.264026, loss_adv_gen: -152.288879, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:17:24,043 - INFO - [Train] step: 113399, loss_adv_disc: -9.153584, lr_disc: 0.000010
+2023-03-23 03:17:24,254 - INFO - [Train] step: 113399, loss_mpn: 0.036260, loss_rec: 0.090365, loss_semantic: 1.012997, loss_idmrf: 5.794590, loss_adv_gen: -130.326828, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:17:57,122 - INFO - [Train] step: 113499, loss_adv_disc: 2.762854, lr_disc: 0.000010
+2023-03-23 03:17:57,339 - INFO - [Train] step: 113499, loss_mpn: 0.041585, loss_rec: 0.112100, loss_semantic: 1.036984, loss_idmrf: 7.555682, loss_adv_gen: -140.211700, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:18:29,511 - INFO - [Train] step: 113599, loss_adv_disc: 0.508659, lr_disc: 0.000010
+2023-03-23 03:18:29,723 - INFO - [Train] step: 113599, loss_mpn: 0.017099, loss_rec: 0.057033, loss_semantic: 0.593711, loss_idmrf: 2.903956, loss_adv_gen: -133.267288, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:19:01,495 - INFO - [Train] step: 113699, loss_adv_disc: 1.952142, lr_disc: 0.000010
+2023-03-23 03:19:01,707 - INFO - [Train] step: 113699, loss_mpn: 0.016582, loss_rec: 0.075262, loss_semantic: 0.789695, loss_idmrf: 3.930393, loss_adv_gen: -172.068085, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:19:33,593 - INFO - [Train] step: 113799, loss_adv_disc: -1.489159, lr_disc: 0.000010
+2023-03-23 03:19:33,800 - INFO - [Train] step: 113799, loss_mpn: 0.017196, loss_rec: 0.035684, loss_semantic: 0.448793, loss_idmrf: 4.533986, loss_adv_gen: -87.071785, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:20:05,258 - INFO - [Train] step: 113899, loss_adv_disc: 0.394775, lr_disc: 0.000010
+2023-03-23 03:20:05,470 - INFO - [Train] step: 113899, loss_mpn: 0.030890, loss_rec: 0.063129, loss_semantic: 0.731897, loss_idmrf: 7.277689, loss_adv_gen: -82.959709, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:20:37,218 - INFO - [Train] step: 113999, loss_adv_disc: -1.966491, lr_disc: 0.000010
+2023-03-23 03:20:37,426 - INFO - [Train] step: 113999, loss_mpn: 0.012218, loss_rec: 0.063449, loss_semantic: 0.623877, loss_idmrf: 2.281604, loss_adv_gen: -151.669662, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:21:29,553 - INFO - [Eval] step: 113999, bce: 0.051291, psnr: 22.761444, ssim: 0.783329, lpips: 0.168650
+2023-03-23 03:22:04,765 - INFO - [Train] step: 114099, loss_adv_disc: 1.184216, lr_disc: 0.000010
+2023-03-23 03:22:04,975 - INFO - [Train] step: 114099, loss_mpn: 0.008378, loss_rec: 0.048193, loss_semantic: 0.577852, loss_idmrf: 2.538910, loss_adv_gen: -132.999084, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:22:36,713 - INFO - [Train] step: 114199, loss_adv_disc: -1.767324, lr_disc: 0.000010
+2023-03-23 03:22:36,926 - INFO - [Train] step: 114199, loss_mpn: 0.024359, loss_rec: 0.084026, loss_semantic: 0.850412, loss_idmrf: 4.688048, loss_adv_gen: -124.330795, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:23:08,819 - INFO - [Train] step: 114299, loss_adv_disc: 0.132330, lr_disc: 0.000010
+2023-03-23 03:23:09,029 - INFO - [Train] step: 114299, loss_mpn: 0.007409, loss_rec: 0.046359, loss_semantic: 0.481564, loss_idmrf: 1.845253, loss_adv_gen: -116.617569, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:23:40,434 - INFO - [Train] step: 114399, loss_adv_disc: -2.521611, lr_disc: 0.000010
+2023-03-23 03:23:40,643 - INFO - [Train] step: 114399, loss_mpn: 0.020796, loss_rec: 0.067068, loss_semantic: 0.835737, loss_idmrf: 5.044634, loss_adv_gen: -126.011284, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:24:13,022 - INFO - [Train] step: 114499, loss_adv_disc: -1.574788, lr_disc: 0.000010
+2023-03-23 03:24:13,239 - INFO - [Train] step: 114499, loss_mpn: 0.019577, loss_rec: 0.071277, loss_semantic: 0.729293, loss_idmrf: 4.497556, loss_adv_gen: -127.378059, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:24:45,461 - INFO - [Train] step: 114599, loss_adv_disc: 3.916495, lr_disc: 0.000010
+2023-03-23 03:24:45,670 - INFO - [Train] step: 114599, loss_mpn: 0.014241, loss_rec: 0.071160, loss_semantic: 0.689669, loss_idmrf: 2.619734, loss_adv_gen: -135.330002, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:25:17,729 - INFO - [Train] step: 114699, loss_adv_disc: -3.392322, lr_disc: 0.000010
+2023-03-23 03:25:17,938 - INFO - [Train] step: 114699, loss_mpn: 0.035436, loss_rec: 0.131685, loss_semantic: 1.451403, loss_idmrf: 6.660745, loss_adv_gen: -134.282608, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:25:49,210 - INFO - [Train] step: 114799, loss_adv_disc: -1.589849, lr_disc: 0.000010
+2023-03-23 03:25:49,422 - INFO - [Train] step: 114799, loss_mpn: 0.019398, loss_rec: 0.051089, loss_semantic: 0.680487, loss_idmrf: 4.024533, loss_adv_gen: -110.909386, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:26:21,046 - INFO - [Train] step: 114899, loss_adv_disc: 1.650033, lr_disc: 0.000010
+2023-03-23 03:26:21,257 - INFO - [Train] step: 114899, loss_mpn: 0.044436, loss_rec: 0.109052, loss_semantic: 1.004453, loss_idmrf: 4.383389, loss_adv_gen: -115.286644, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:26:54,118 - INFO - [Train] step: 114999, loss_adv_disc: -2.488531, lr_disc: 0.000010
+2023-03-23 03:26:54,342 - INFO - [Train] step: 114999, loss_mpn: 0.020059, loss_rec: 0.059973, loss_semantic: 0.717765, loss_idmrf: 5.884042, loss_adv_gen: -105.295326, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:27:46,349 - INFO - [Eval] step: 114999, bce: 0.051357, psnr: 22.860241, ssim: 0.782592, lpips: 0.169406
+2023-03-23 03:28:21,421 - INFO - [Train] step: 115099, loss_adv_disc: 2.679039, lr_disc: 0.000010
+2023-03-23 03:28:21,634 - INFO - [Train] step: 115099, loss_mpn: 0.055744, loss_rec: 0.132011, loss_semantic: 1.221075, loss_idmrf: 8.808102, loss_adv_gen: -94.095596, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:28:53,152 - INFO - [Train] step: 115199, loss_adv_disc: -0.809328, lr_disc: 0.000010
+2023-03-23 03:28:53,364 - INFO - [Train] step: 115199, loss_mpn: 0.017780, loss_rec: 0.074787, loss_semantic: 0.817802, loss_idmrf: 3.572259, loss_adv_gen: -120.421463, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:29:25,455 - INFO - [Train] step: 115299, loss_adv_disc: 0.184150, lr_disc: 0.000010
+2023-03-23 03:29:25,663 - INFO - [Train] step: 115299, loss_mpn: 0.020505, loss_rec: 0.079909, loss_semantic: 0.906094, loss_idmrf: 5.401676, loss_adv_gen: -92.555313, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:29:57,408 - INFO - [Train] step: 115399, loss_adv_disc: 0.058273, lr_disc: 0.000010
+2023-03-23 03:29:57,620 - INFO - [Train] step: 115399, loss_mpn: 0.012797, loss_rec: 0.047886, loss_semantic: 0.702957, loss_idmrf: 4.145945, loss_adv_gen: -107.009460, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:30:30,172 - INFO - [Train] step: 115499, loss_adv_disc: 3.873163, lr_disc: 0.000010
+2023-03-23 03:30:30,384 - INFO - [Train] step: 115499, loss_mpn: 0.019757, loss_rec: 0.064283, loss_semantic: 0.758302, loss_idmrf: 3.162083, loss_adv_gen: -127.854721, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:31:02,471 - INFO - [Train] step: 115599, loss_adv_disc: -4.923192, lr_disc: 0.000010
+2023-03-23 03:31:02,680 - INFO - [Train] step: 115599, loss_mpn: 0.018893, loss_rec: 0.057688, loss_semantic: 0.725976, loss_idmrf: 6.595168, loss_adv_gen: -96.539925, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:31:34,618 - INFO - [Train] step: 115699, loss_adv_disc: -11.548841, lr_disc: 0.000010
+2023-03-23 03:31:34,826 - INFO - [Train] step: 115699, loss_mpn: 0.040622, loss_rec: 0.115211, loss_semantic: 0.993556, loss_idmrf: 11.159693, loss_adv_gen: -109.847961, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:32:06,593 - INFO - [Train] step: 115799, loss_adv_disc: -1.238220, lr_disc: 0.000010
+2023-03-23 03:32:06,807 - INFO - [Train] step: 115799, loss_mpn: 0.007980, loss_rec: 0.057181, loss_semantic: 0.654782, loss_idmrf: 1.898638, loss_adv_gen: -182.837524, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:32:38,293 - INFO - [Train] step: 115899, loss_adv_disc: 3.742090, lr_disc: 0.000010
+2023-03-23 03:32:38,502 - INFO - [Train] step: 115899, loss_mpn: 0.005350, loss_rec: 0.038752, loss_semantic: 0.450165, loss_idmrf: 1.292242, loss_adv_gen: -112.978989, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:33:10,697 - INFO - [Train] step: 115999, loss_adv_disc: -1.884482, lr_disc: 0.000010
+2023-03-23 03:33:10,903 - INFO - [Train] step: 115999, loss_mpn: 0.009285, loss_rec: 0.069533, loss_semantic: 0.823169, loss_idmrf: 3.064286, loss_adv_gen: -119.917969, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:34:03,024 - INFO - [Eval] step: 115999, bce: 0.052851, psnr: 22.925276, ssim: 0.785930, lpips: 0.170155
+2023-03-23 03:34:37,902 - INFO - [Train] step: 116099, loss_adv_disc: 0.934216, lr_disc: 0.000010
+2023-03-23 03:34:38,112 - INFO - [Train] step: 116099, loss_mpn: 0.009012, loss_rec: 0.035314, loss_semantic: 0.410887, loss_idmrf: 2.179749, loss_adv_gen: -80.973480, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:35:10,316 - INFO - [Train] step: 116199, loss_adv_disc: -2.522617, lr_disc: 0.000010
+2023-03-23 03:35:10,526 - INFO - [Train] step: 116199, loss_mpn: 0.018863, loss_rec: 0.097424, loss_semantic: 0.866838, loss_idmrf: 5.012925, loss_adv_gen: -130.571030, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:35:42,542 - INFO - [Train] step: 116299, loss_adv_disc: -2.451084, lr_disc: 0.000010
+2023-03-23 03:35:42,756 - INFO - [Train] step: 116299, loss_mpn: 0.007719, loss_rec: 0.045457, loss_semantic: 0.599982, loss_idmrf: 2.763855, loss_adv_gen: -131.490616, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:36:14,927 - INFO - [Train] step: 116399, loss_adv_disc: -9.589412, lr_disc: 0.000010
+2023-03-23 03:36:15,153 - INFO - [Train] step: 116399, loss_mpn: 0.061166, loss_rec: 0.145631, loss_semantic: 1.210146, loss_idmrf: 5.840985, loss_adv_gen: -158.644745, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:36:47,453 - INFO - [Train] step: 116499, loss_adv_disc: -7.890607, lr_disc: 0.000010
+2023-03-23 03:36:47,664 - INFO - [Train] step: 116499, loss_mpn: 0.017867, loss_rec: 0.111637, loss_semantic: 1.113970, loss_idmrf: 4.137969, loss_adv_gen: -156.575333, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:37:20,078 - INFO - [Train] step: 116599, loss_adv_disc: 1.978632, lr_disc: 0.000010
+2023-03-23 03:37:20,292 - INFO - [Train] step: 116599, loss_mpn: 0.033769, loss_rec: 0.105347, loss_semantic: 1.083277, loss_idmrf: 5.459824, loss_adv_gen: -169.455826, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:37:51,832 - INFO - [Train] step: 116699, loss_adv_disc: 2.022228, lr_disc: 0.000010
+2023-03-23 03:37:52,047 - INFO - [Train] step: 116699, loss_mpn: 0.031460, loss_rec: 0.122867, loss_semantic: 1.282769, loss_idmrf: 6.262433, loss_adv_gen: -166.080093, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:38:24,259 - INFO - [Train] step: 116799, loss_adv_disc: -1.453424, lr_disc: 0.000010
+2023-03-23 03:38:24,475 - INFO - [Train] step: 116799, loss_mpn: 0.044629, loss_rec: 0.091702, loss_semantic: 0.924200, loss_idmrf: 7.383590, loss_adv_gen: -100.056198, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:38:56,606 - INFO - [Train] step: 116899, loss_adv_disc: -1.531537, lr_disc: 0.000010
+2023-03-23 03:38:56,825 - INFO - [Train] step: 116899, loss_mpn: 0.026211, loss_rec: 0.068578, loss_semantic: 0.748290, loss_idmrf: 5.028631, loss_adv_gen: -124.783966, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:39:29,063 - INFO - [Train] step: 116999, loss_adv_disc: -7.872031, lr_disc: 0.000010
+2023-03-23 03:39:29,277 - INFO - [Train] step: 116999, loss_mpn: 0.038200, loss_rec: 0.123120, loss_semantic: 1.196084, loss_idmrf: 7.638276, loss_adv_gen: -156.046539, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:40:21,338 - INFO - [Eval] step: 116999, bce: 0.050893, psnr: 22.646044, ssim: 0.783341, lpips: 0.169809
+2023-03-23 03:40:56,306 - INFO - [Train] step: 117099, loss_adv_disc: -2.001894, lr_disc: 0.000010
+2023-03-23 03:40:56,517 - INFO - [Train] step: 117099, loss_mpn: 0.018542, loss_rec: 0.056242, loss_semantic: 0.950614, loss_idmrf: 6.846144, loss_adv_gen: -83.148102, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:41:28,471 - INFO - [Train] step: 117199, loss_adv_disc: -0.948470, lr_disc: 0.000010
+2023-03-23 03:41:28,691 - INFO - [Train] step: 117199, loss_mpn: 0.027086, loss_rec: 0.100635, loss_semantic: 0.935747, loss_idmrf: 4.387053, loss_adv_gen: -128.740021, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:42:00,055 - INFO - [Train] step: 117299, loss_adv_disc: 1.397703, lr_disc: 0.000010
+2023-03-23 03:42:00,264 - INFO - [Train] step: 117299, loss_mpn: 0.030009, loss_rec: 0.067419, loss_semantic: 0.878560, loss_idmrf: 6.046921, loss_adv_gen: -123.898132, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:42:32,480 - INFO - [Train] step: 117399, loss_adv_disc: 6.515386, lr_disc: 0.000010
+2023-03-23 03:42:32,693 - INFO - [Train] step: 117399, loss_mpn: 0.013731, loss_rec: 0.057710, loss_semantic: 0.637916, loss_idmrf: 1.627910, loss_adv_gen: -132.472382, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:43:05,692 - INFO - [Train] step: 117499, loss_adv_disc: -2.776166, lr_disc: 0.000010
+2023-03-23 03:43:05,902 - INFO - [Train] step: 117499, loss_mpn: 0.020230, loss_rec: 0.053698, loss_semantic: 0.777679, loss_idmrf: 5.344896, loss_adv_gen: -85.004395, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:43:37,679 - INFO - [Train] step: 117599, loss_adv_disc: -4.665963, lr_disc: 0.000010
+2023-03-23 03:43:37,890 - INFO - [Train] step: 117599, loss_mpn: 0.016651, loss_rec: 0.071242, loss_semantic: 0.819210, loss_idmrf: 4.366438, loss_adv_gen: -117.866302, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:44:09,973 - INFO - [Train] step: 117699, loss_adv_disc: -0.841336, lr_disc: 0.000010
+2023-03-23 03:44:10,193 - INFO - [Train] step: 117699, loss_mpn: 0.025203, loss_rec: 0.097387, loss_semantic: 0.896817, loss_idmrf: 4.505813, loss_adv_gen: -116.754456, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:44:42,388 - INFO - [Train] step: 117799, loss_adv_disc: 0.814449, lr_disc: 0.000010
+2023-03-23 03:44:42,599 - INFO - [Train] step: 117799, loss_mpn: 0.022098, loss_rec: 0.063600, loss_semantic: 0.656071, loss_idmrf: 3.613816, loss_adv_gen: -129.459656, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:45:14,733 - INFO - [Train] step: 117899, loss_adv_disc: -1.139499, lr_disc: 0.000010
+2023-03-23 03:45:14,954 - INFO - [Train] step: 117899, loss_mpn: 0.038935, loss_rec: 0.091791, loss_semantic: 0.991394, loss_idmrf: 6.002406, loss_adv_gen: -152.395981, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:45:46,814 - INFO - [Train] step: 117999, loss_adv_disc: 0.895208, lr_disc: 0.000010
+2023-03-23 03:45:47,019 - INFO - [Train] step: 117999, loss_mpn: 0.037573, loss_rec: 0.068096, loss_semantic: 0.758112, loss_idmrf: 4.651473, loss_adv_gen: -142.236496, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:46:38,962 - INFO - [Eval] step: 117999, bce: 0.051606, psnr: 22.833986, ssim: 0.781776, lpips: 0.169228
+2023-03-23 03:47:14,116 - INFO - [Train] step: 118099, loss_adv_disc: -4.489799, lr_disc: 0.000010
+2023-03-23 03:47:14,341 - INFO - [Train] step: 118099, loss_mpn: 0.021218, loss_rec: 0.108332, loss_semantic: 0.841097, loss_idmrf: 5.443405, loss_adv_gen: -116.450348, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:47:46,911 - INFO - [Train] step: 118199, loss_adv_disc: 1.870339, lr_disc: 0.000010
+2023-03-23 03:47:47,120 - INFO - [Train] step: 118199, loss_mpn: 0.010767, loss_rec: 0.069060, loss_semantic: 0.779292, loss_idmrf: 2.925730, loss_adv_gen: -141.840240, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:48:18,886 - INFO - [Train] step: 118299, loss_adv_disc: -5.240966, lr_disc: 0.000010
+2023-03-23 03:48:19,094 - INFO - [Train] step: 118299, loss_mpn: 0.023587, loss_rec: 0.072550, loss_semantic: 0.912143, loss_idmrf: 5.913791, loss_adv_gen: -82.162842, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:48:51,467 - INFO - [Train] step: 118399, loss_adv_disc: 1.209219, lr_disc: 0.000010
+2023-03-23 03:48:51,680 - INFO - [Train] step: 118399, loss_mpn: 0.040294, loss_rec: 0.087553, loss_semantic: 0.977471, loss_idmrf: 7.275947, loss_adv_gen: -89.705811, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:49:23,896 - INFO - [Train] step: 118499, loss_adv_disc: 2.623507, lr_disc: 0.000010
+2023-03-23 03:49:24,101 - INFO - [Train] step: 118499, loss_mpn: 0.015806, loss_rec: 0.055276, loss_semantic: 0.667074, loss_idmrf: 3.198348, loss_adv_gen: -136.458740, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:49:55,983 - INFO - [Train] step: 118599, loss_adv_disc: 0.060625, lr_disc: 0.000010
+2023-03-23 03:49:56,197 - INFO - [Train] step: 118599, loss_mpn: 0.004364, loss_rec: 0.019055, loss_semantic: 0.328060, loss_idmrf: 2.201383, loss_adv_gen: -112.813408, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:50:28,010 - INFO - [Train] step: 118699, loss_adv_disc: 1.133993, lr_disc: 0.000010
+2023-03-23 03:50:28,217 - INFO - [Train] step: 118699, loss_mpn: 0.008579, loss_rec: 0.048337, loss_semantic: 0.562147, loss_idmrf: 2.172202, loss_adv_gen: -123.498451, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:51:00,169 - INFO - [Train] step: 118799, loss_adv_disc: -12.959297, lr_disc: 0.000010
+2023-03-23 03:51:00,378 - INFO - [Train] step: 118799, loss_mpn: 0.021703, loss_rec: 0.095089, loss_semantic: 1.015629, loss_idmrf: 4.959529, loss_adv_gen: -132.520721, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:51:31,832 - INFO - [Train] step: 118899, loss_adv_disc: -1.553496, lr_disc: 0.000010
+2023-03-23 03:51:32,038 - INFO - [Train] step: 118899, loss_mpn: 0.013694, loss_rec: 0.049330, loss_semantic: 0.618281, loss_idmrf: 2.695353, loss_adv_gen: -115.214050, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:52:04,040 - INFO - [Train] step: 118999, loss_adv_disc: -7.584313, lr_disc: 0.000010
+2023-03-23 03:52:04,248 - INFO - [Train] step: 118999, loss_mpn: 0.034909, loss_rec: 0.110027, loss_semantic: 1.065414, loss_idmrf: 4.840766, loss_adv_gen: -163.182983, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:52:56,937 - INFO - [Eval] step: 118999, bce: 0.052897, psnr: 22.828890, ssim: 0.781262, lpips: 0.169956
+2023-03-23 03:53:32,471 - INFO - [Train] step: 119099, loss_adv_disc: -3.101521, lr_disc: 0.000010
+2023-03-23 03:53:32,680 - INFO - [Train] step: 119099, loss_mpn: 0.014732, loss_rec: 0.049648, loss_semantic: 0.725312, loss_idmrf: 5.108691, loss_adv_gen: -98.499008, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:54:04,054 - INFO - [Train] step: 119199, loss_adv_disc: -5.985027, lr_disc: 0.000010
+2023-03-23 03:54:04,260 - INFO - [Train] step: 119199, loss_mpn: 0.033111, loss_rec: 0.070596, loss_semantic: 0.900792, loss_idmrf: 6.164562, loss_adv_gen: -81.929581, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:54:35,748 - INFO - [Train] step: 119299, loss_adv_disc: 2.923651, lr_disc: 0.000010
+2023-03-23 03:54:35,957 - INFO - [Train] step: 119299, loss_mpn: 0.002217, loss_rec: 0.025415, loss_semantic: 0.343858, loss_idmrf: 0.723946, loss_adv_gen: -130.261642, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:55:08,673 - INFO - [Train] step: 119399, loss_adv_disc: -11.340281, lr_disc: 0.000010
+2023-03-23 03:55:08,884 - INFO - [Train] step: 119399, loss_mpn: 0.013819, loss_rec: 0.096646, loss_semantic: 0.893206, loss_idmrf: 6.250971, loss_adv_gen: -103.904358, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:55:40,609 - INFO - [Train] step: 119499, loss_adv_disc: -1.498901, lr_disc: 0.000010
+2023-03-23 03:55:40,819 - INFO - [Train] step: 119499, loss_mpn: 0.028895, loss_rec: 0.084473, loss_semantic: 0.877513, loss_idmrf: 6.589222, loss_adv_gen: -117.234695, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:56:12,708 - INFO - [Train] step: 119599, loss_adv_disc: -0.592478, lr_disc: 0.000010
+2023-03-23 03:56:12,920 - INFO - [Train] step: 119599, loss_mpn: 0.010097, loss_rec: 0.046232, loss_semantic: 0.480091, loss_idmrf: 2.201418, loss_adv_gen: -97.165573, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:56:44,924 - INFO - [Train] step: 119699, loss_adv_disc: 2.718435, lr_disc: 0.000010
+2023-03-23 03:56:45,137 - INFO - [Train] step: 119699, loss_mpn: 0.023814, loss_rec: 0.091580, loss_semantic: 0.923163, loss_idmrf: 5.003761, loss_adv_gen: -101.832703, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:57:16,980 - INFO - [Train] step: 119799, loss_adv_disc: -7.540030, lr_disc: 0.000010
+2023-03-23 03:57:17,184 - INFO - [Train] step: 119799, loss_mpn: 0.056898, loss_rec: 0.153296, loss_semantic: 1.391514, loss_idmrf: 7.668374, loss_adv_gen: -128.070648, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:57:48,823 - INFO - [Train] step: 119899, loss_adv_disc: -1.802256, lr_disc: 0.000010
+2023-03-23 03:57:49,036 - INFO - [Train] step: 119899, loss_mpn: 0.017360, loss_rec: 0.062306, loss_semantic: 0.701334, loss_idmrf: 5.832458, loss_adv_gen: -104.794632, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:58:21,474 - INFO - [Train] step: 119999, loss_adv_disc: -0.693641, lr_disc: 0.000010
+2023-03-23 03:58:21,691 - INFO - [Train] step: 119999, loss_mpn: 0.022255, loss_rec: 0.107658, loss_semantic: 0.971259, loss_idmrf: 3.801798, loss_adv_gen: -140.421555, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:59:13,562 - INFO - [Eval] step: 119999, bce: 0.051443, psnr: 22.721029, ssim: 0.779968, lpips: 0.170038
+2023-03-23 03:59:48,837 - INFO - [Train] step: 120099, loss_adv_disc: -1.314601, lr_disc: 0.000010
+2023-03-23 03:59:49,047 - INFO - [Train] step: 120099, loss_mpn: 0.013078, loss_rec: 0.064823, loss_semantic: 0.819792, loss_idmrf: 3.777452, loss_adv_gen: -108.668900, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:00:20,329 - INFO - [Train] step: 120199, loss_adv_disc: -11.998032, lr_disc: 0.000010
+2023-03-23 04:00:20,534 - INFO - [Train] step: 120199, loss_mpn: 0.027007, loss_rec: 0.124807, loss_semantic: 1.054347, loss_idmrf: 4.854073, loss_adv_gen: -158.002792, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:00:52,530 - INFO - [Train] step: 120299, loss_adv_disc: 1.109296, lr_disc: 0.000010
+2023-03-23 04:00:52,740 - INFO - [Train] step: 120299, loss_mpn: 0.021889, loss_rec: 0.063504, loss_semantic: 0.763495, loss_idmrf: 5.543544, loss_adv_gen: -99.484131, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:01:25,385 - INFO - [Train] step: 120399, loss_adv_disc: 0.869637, lr_disc: 0.000010
+2023-03-23 04:01:25,596 - INFO - [Train] step: 120399, loss_mpn: 0.050150, loss_rec: 0.123867, loss_semantic: 1.086334, loss_idmrf: 9.335747, loss_adv_gen: -92.750984, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:01:57,185 - INFO - [Train] step: 120499, loss_adv_disc: -0.600331, lr_disc: 0.000010
+2023-03-23 04:01:57,395 - INFO - [Train] step: 120499, loss_mpn: 0.024701, loss_rec: 0.063184, loss_semantic: 0.679260, loss_idmrf: 5.030662, loss_adv_gen: -135.317993, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:02:29,554 - INFO - [Train] step: 120599, loss_adv_disc: 1.350157, lr_disc: 0.000010
+2023-03-23 04:02:29,761 - INFO - [Train] step: 120599, loss_mpn: 0.009167, loss_rec: 0.047533, loss_semantic: 0.561028, loss_idmrf: 2.370577, loss_adv_gen: -135.301743, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:03:01,280 - INFO - [Train] step: 120699, loss_adv_disc: -5.557527, lr_disc: 0.000010
+2023-03-23 04:03:01,491 - INFO - [Train] step: 120699, loss_mpn: 0.029769, loss_rec: 0.055867, loss_semantic: 0.586222, loss_idmrf: 5.921413, loss_adv_gen: -84.959694, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:03:32,932 - INFO - [Train] step: 120799, loss_adv_disc: -7.546873, lr_disc: 0.000010
+2023-03-23 04:03:33,149 - INFO - [Train] step: 120799, loss_mpn: 0.009987, loss_rec: 0.067493, loss_semantic: 0.617873, loss_idmrf: 3.036922, loss_adv_gen: -139.200470, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:04:05,238 - INFO - [Train] step: 120899, loss_adv_disc: -2.023488, lr_disc: 0.000010
+2023-03-23 04:04:05,446 - INFO - [Train] step: 120899, loss_mpn: 0.018369, loss_rec: 0.066686, loss_semantic: 0.776410, loss_idmrf: 4.640244, loss_adv_gen: -130.888794, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:04:37,061 - INFO - [Train] step: 120999, loss_adv_disc: 3.141273, lr_disc: 0.000010
+2023-03-23 04:04:37,269 - INFO - [Train] step: 120999, loss_mpn: 0.007091, loss_rec: 0.038405, loss_semantic: 0.497340, loss_idmrf: 1.259149, loss_adv_gen: -156.693481, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:05:28,949 - INFO - [Eval] step: 120999, bce: 0.053645, psnr: 22.821861, ssim: 0.784282, lpips: 0.169166
+2023-03-23 04:06:03,987 - INFO - [Train] step: 121099, loss_adv_disc: 1.486465, lr_disc: 0.000010
+2023-03-23 04:06:04,195 - INFO - [Train] step: 121099, loss_mpn: 0.015325, loss_rec: 0.036562, loss_semantic: 0.471893, loss_idmrf: 2.878158, loss_adv_gen: -109.913322, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:06:36,231 - INFO - [Train] step: 121199, loss_adv_disc: 2.333201, lr_disc: 0.000010
+2023-03-23 04:06:36,438 - INFO - [Train] step: 121199, loss_mpn: 0.064864, loss_rec: 0.142680, loss_semantic: 1.333332, loss_idmrf: 8.537314, loss_adv_gen: -157.149719, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:07:08,757 - INFO - [Train] step: 121299, loss_adv_disc: -3.289013, lr_disc: 0.000010
+2023-03-23 04:07:08,965 - INFO - [Train] step: 121299, loss_mpn: 0.032288, loss_rec: 0.143465, loss_semantic: 1.483662, loss_idmrf: 6.347310, loss_adv_gen: -190.193924, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:07:41,223 - INFO - [Train] step: 121399, loss_adv_disc: -4.027362, lr_disc: 0.000010
+2023-03-23 04:07:41,432 - INFO - [Train] step: 121399, loss_mpn: 0.015180, loss_rec: 0.071098, loss_semantic: 0.762878, loss_idmrf: 4.046465, loss_adv_gen: -116.553253, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:08:13,472 - INFO - [Train] step: 121499, loss_adv_disc: 0.667179, lr_disc: 0.000010
+2023-03-23 04:08:13,679 - INFO - [Train] step: 121499, loss_mpn: 0.015137, loss_rec: 0.062768, loss_semantic: 0.791287, loss_idmrf: 4.042142, loss_adv_gen: -119.787094, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:08:45,131 - INFO - [Train] step: 121599, loss_adv_disc: -2.312253, lr_disc: 0.000010
+2023-03-23 04:08:45,348 - INFO - [Train] step: 121599, loss_mpn: 0.027627, loss_rec: 0.096044, loss_semantic: 1.074001, loss_idmrf: 4.639163, loss_adv_gen: -105.969696, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:09:16,856 - INFO - [Train] step: 121699, loss_adv_disc: -1.203890, lr_disc: 0.000010
+2023-03-23 04:09:17,063 - INFO - [Train] step: 121699, loss_mpn: 0.008884, loss_rec: 0.049558, loss_semantic: 0.651037, loss_idmrf: 3.904361, loss_adv_gen: -92.126251, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:09:49,235 - INFO - [Train] step: 121799, loss_adv_disc: -5.357171, lr_disc: 0.000010
+2023-03-23 04:09:49,451 - INFO - [Train] step: 121799, loss_mpn: 0.035716, loss_rec: 0.114942, loss_semantic: 1.214669, loss_idmrf: 7.049021, loss_adv_gen: -131.635895, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:10:21,993 - INFO - [Train] step: 121899, loss_adv_disc: -2.508410, lr_disc: 0.000010
+2023-03-23 04:10:22,200 - INFO - [Train] step: 121899, loss_mpn: 0.023684, loss_rec: 0.113093, loss_semantic: 1.110135, loss_idmrf: 6.811588, loss_adv_gen: -138.007385, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:10:54,079 - INFO - [Train] step: 121999, loss_adv_disc: 1.449111, lr_disc: 0.000010
+2023-03-23 04:10:54,292 - INFO - [Train] step: 121999, loss_mpn: 0.038312, loss_rec: 0.107075, loss_semantic: 0.966963, loss_idmrf: 6.389162, loss_adv_gen: -125.515137, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:11:46,494 - INFO - [Eval] step: 121999, bce: 0.051540, psnr: 22.842426, ssim: 0.785781, lpips: 0.170963
+2023-03-23 04:12:21,441 - INFO - [Train] step: 122099, loss_adv_disc: -1.958645, lr_disc: 0.000010
+2023-03-23 04:12:21,650 - INFO - [Train] step: 122099, loss_mpn: 0.021319, loss_rec: 0.064847, loss_semantic: 0.812490, loss_idmrf: 7.760463, loss_adv_gen: -83.357262, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:12:53,234 - INFO - [Train] step: 122199, loss_adv_disc: -5.484619, lr_disc: 0.000010
+2023-03-23 04:12:53,441 - INFO - [Train] step: 122199, loss_mpn: 0.008320, loss_rec: 0.062995, loss_semantic: 0.615444, loss_idmrf: 2.294415, loss_adv_gen: -138.855713, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:13:25,778 - INFO - [Train] step: 122299, loss_adv_disc: 4.861896, lr_disc: 0.000010
+2023-03-23 04:13:25,989 - INFO - [Train] step: 122299, loss_mpn: 0.016079, loss_rec: 0.062990, loss_semantic: 0.723660, loss_idmrf: 3.018119, loss_adv_gen: -139.610535, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:13:58,059 - INFO - [Train] step: 122399, loss_adv_disc: -5.333052, lr_disc: 0.000010
+2023-03-23 04:13:58,270 - INFO - [Train] step: 122399, loss_mpn: 0.026756, loss_rec: 0.113298, loss_semantic: 1.118699, loss_idmrf: 4.885658, loss_adv_gen: -138.731537, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:14:30,488 - INFO - [Train] step: 122499, loss_adv_disc: 0.990343, lr_disc: 0.000010
+2023-03-23 04:14:30,704 - INFO - [Train] step: 122499, loss_mpn: 0.018450, loss_rec: 0.056603, loss_semantic: 0.750104, loss_idmrf: 3.993950, loss_adv_gen: -119.822159, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:15:02,428 - INFO - [Train] step: 122599, loss_adv_disc: -3.372511, lr_disc: 0.000010
+2023-03-23 04:15:02,638 - INFO - [Train] step: 122599, loss_mpn: 0.022014, loss_rec: 0.079900, loss_semantic: 0.907558, loss_idmrf: 4.819976, loss_adv_gen: -138.920944, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:15:34,431 - INFO - [Train] step: 122699, loss_adv_disc: -14.263000, lr_disc: 0.000010
+2023-03-23 04:15:34,636 - INFO - [Train] step: 122699, loss_mpn: 0.025303, loss_rec: 0.068936, loss_semantic: 0.892703, loss_idmrf: 6.165373, loss_adv_gen: -64.005173, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:16:06,545 - INFO - [Train] step: 122799, loss_adv_disc: -1.161284, lr_disc: 0.000010
+2023-03-23 04:16:06,757 - INFO - [Train] step: 122799, loss_mpn: 0.028328, loss_rec: 0.067100, loss_semantic: 0.744643, loss_idmrf: 5.937172, loss_adv_gen: -88.914925, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:16:38,262 - INFO - [Train] step: 122899, loss_adv_disc: -2.176515, lr_disc: 0.000010
+2023-03-23 04:16:38,475 - INFO - [Train] step: 122899, loss_mpn: 0.017105, loss_rec: 0.064817, loss_semantic: 0.898245, loss_idmrf: 5.390218, loss_adv_gen: -94.101006, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:17:09,827 - INFO - [Train] step: 122999, loss_adv_disc: 3.638838, lr_disc: 0.000010
+2023-03-23 04:17:10,039 - INFO - [Train] step: 122999, loss_mpn: 0.018915, loss_rec: 0.088143, loss_semantic: 0.769359, loss_idmrf: 2.730458, loss_adv_gen: -141.737396, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:18:02,079 - INFO - [Eval] step: 122999, bce: 0.050707, psnr: 22.805500, ssim: 0.782242, lpips: 0.168932
+2023-03-23 04:18:37,535 - INFO - [Train] step: 123099, loss_adv_disc: -9.732060, lr_disc: 0.000010
+2023-03-23 04:18:37,741 - INFO - [Train] step: 123099, loss_mpn: 0.031060, loss_rec: 0.101824, loss_semantic: 1.080552, loss_idmrf: 7.218281, loss_adv_gen: -72.441475, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:19:09,872 - INFO - [Train] step: 123199, loss_adv_disc: 5.901334, lr_disc: 0.000010
+2023-03-23 04:19:10,079 - INFO - [Train] step: 123199, loss_mpn: 0.004370, loss_rec: 0.043359, loss_semantic: 0.524211, loss_idmrf: 1.137795, loss_adv_gen: -154.538574, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:19:42,656 - INFO - [Train] step: 123299, loss_adv_disc: -1.326912, lr_disc: 0.000010
+2023-03-23 04:19:42,869 - INFO - [Train] step: 123299, loss_mpn: 0.016400, loss_rec: 0.043383, loss_semantic: 0.591251, loss_idmrf: 4.852157, loss_adv_gen: -78.610435, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:20:15,279 - INFO - [Train] step: 123399, loss_adv_disc: -0.918625, lr_disc: 0.000010
+2023-03-23 04:20:15,481 - INFO - [Train] step: 123399, loss_mpn: 0.028707, loss_rec: 0.087657, loss_semantic: 1.024850, loss_idmrf: 5.746103, loss_adv_gen: -127.098083, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:20:46,965 - INFO - [Train] step: 123499, loss_adv_disc: -3.643106, lr_disc: 0.000010
+2023-03-23 04:20:47,175 - INFO - [Train] step: 123499, loss_mpn: 0.024281, loss_rec: 0.110199, loss_semantic: 1.011325, loss_idmrf: 5.695848, loss_adv_gen: -167.581375, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:21:18,972 - INFO - [Train] step: 123599, loss_adv_disc: -3.267229, lr_disc: 0.000010
+2023-03-23 04:21:19,180 - INFO - [Train] step: 123599, loss_mpn: 0.014365, loss_rec: 0.106420, loss_semantic: 0.984482, loss_idmrf: 3.446360, loss_adv_gen: -192.154495, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:21:50,736 - INFO - [Train] step: 123699, loss_adv_disc: -8.524132, lr_disc: 0.000010
+2023-03-23 04:21:50,955 - INFO - [Train] step: 123699, loss_mpn: 0.017402, loss_rec: 0.106663, loss_semantic: 1.101062, loss_idmrf: 5.036066, loss_adv_gen: -143.875458, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:22:22,554 - INFO - [Train] step: 123799, loss_adv_disc: -8.391768, lr_disc: 0.000010
+2023-03-23 04:22:22,766 - INFO - [Train] step: 123799, loss_mpn: 0.030395, loss_rec: 0.125135, loss_semantic: 1.212559, loss_idmrf: 5.318954, loss_adv_gen: -155.642807, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:22:54,950 - INFO - [Train] step: 123899, loss_adv_disc: 1.454517, lr_disc: 0.000010
+2023-03-23 04:22:55,156 - INFO - [Train] step: 123899, loss_mpn: 0.009001, loss_rec: 0.016686, loss_semantic: 0.314920, loss_idmrf: 3.387502, loss_adv_gen: -45.753242, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:23:27,479 - INFO - [Train] step: 123999, loss_adv_disc: -4.818388, lr_disc: 0.000010
+2023-03-23 04:23:27,690 - INFO - [Train] step: 123999, loss_mpn: 0.018266, loss_rec: 0.077488, loss_semantic: 0.790290, loss_idmrf: 4.153087, loss_adv_gen: -97.697098, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:24:19,549 - INFO - [Eval] step: 123999, bce: 0.052219, psnr: 22.836544, ssim: 0.783177, lpips: 0.168530
+2023-03-23 04:24:54,868 - INFO - [Train] step: 124099, loss_adv_disc: -1.378464, lr_disc: 0.000010
+2023-03-23 04:24:55,081 - INFO - [Train] step: 124099, loss_mpn: 0.025855, loss_rec: 0.060660, loss_semantic: 0.620580, loss_idmrf: 6.351452, loss_adv_gen: -94.753128, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:25:26,617 - INFO - [Train] step: 124199, loss_adv_disc: 1.679729, lr_disc: 0.000010
+2023-03-23 04:25:26,857 - INFO - [Train] step: 124199, loss_mpn: 0.016976, loss_rec: 0.055069, loss_semantic: 0.657881, loss_idmrf: 3.814975, loss_adv_gen: -121.286469, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:25:59,508 - INFO - [Train] step: 124299, loss_adv_disc: -3.078548, lr_disc: 0.000010
+2023-03-23 04:25:59,716 - INFO - [Train] step: 124299, loss_mpn: 0.029589, loss_rec: 0.101849, loss_semantic: 1.108871, loss_idmrf: 6.965597, loss_adv_gen: -126.667953, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:26:31,950 - INFO - [Train] step: 124399, loss_adv_disc: -0.249140, lr_disc: 0.000010
+2023-03-23 04:26:32,161 - INFO - [Train] step: 124399, loss_mpn: 0.021112, loss_rec: 0.061226, loss_semantic: 0.830515, loss_idmrf: 5.815416, loss_adv_gen: -90.029182, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:27:03,888 - INFO - [Train] step: 124499, loss_adv_disc: 0.192260, lr_disc: 0.000010
+2023-03-23 04:27:04,102 - INFO - [Train] step: 124499, loss_mpn: 0.068453, loss_rec: 0.043347, loss_semantic: 0.584616, loss_idmrf: 2.145304, loss_adv_gen: -108.824219, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:27:35,629 - INFO - [Train] step: 124599, loss_adv_disc: -2.058210, lr_disc: 0.000010
+2023-03-23 04:27:35,837 - INFO - [Train] step: 124599, loss_mpn: 0.014078, loss_rec: 0.062951, loss_semantic: 0.750105, loss_idmrf: 5.860747, loss_adv_gen: -101.016182, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:28:08,037 - INFO - [Train] step: 124699, loss_adv_disc: 0.196067, lr_disc: 0.000010
+2023-03-23 04:28:08,247 - INFO - [Train] step: 124699, loss_mpn: 0.009031, loss_rec: 0.047960, loss_semantic: 0.574738, loss_idmrf: 2.640502, loss_adv_gen: -120.103851, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:28:39,958 - INFO - [Train] step: 124799, loss_adv_disc: -0.859905, lr_disc: 0.000010
+2023-03-23 04:28:40,168 - INFO - [Train] step: 124799, loss_mpn: 0.010746, loss_rec: 0.050561, loss_semantic: 0.626524, loss_idmrf: 2.545837, loss_adv_gen: -119.268921, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:29:11,865 - INFO - [Train] step: 124899, loss_adv_disc: 1.560403, lr_disc: 0.000010
+2023-03-23 04:29:12,071 - INFO - [Train] step: 124899, loss_mpn: 0.025493, loss_rec: 0.068671, loss_semantic: 0.843386, loss_idmrf: 4.544749, loss_adv_gen: -119.715088, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:29:44,203 - INFO - [Train] step: 124999, loss_adv_disc: -0.241008, lr_disc: 0.000010
+2023-03-23 04:29:44,409 - INFO - [Train] step: 124999, loss_mpn: 0.030742, loss_rec: 0.073438, loss_semantic: 0.789669, loss_idmrf: 8.866604, loss_adv_gen: -64.298012, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:30:35,271 - INFO - [Eval] step: 124999, bce: 0.051469, psnr: 22.814846, ssim: 0.781409, lpips: 0.168737
+2023-03-23 04:31:10,616 - INFO - [Train] step: 125099, loss_adv_disc: -4.183705, lr_disc: 0.000010
+2023-03-23 04:31:10,824 - INFO - [Train] step: 125099, loss_mpn: 0.021986, loss_rec: 0.113977, loss_semantic: 1.145502, loss_idmrf: 5.450631, loss_adv_gen: -136.665680, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:31:42,671 - INFO - [Train] step: 125199, loss_adv_disc: 1.363366, lr_disc: 0.000010
+2023-03-23 04:31:42,882 - INFO - [Train] step: 125199, loss_mpn: 0.005763, loss_rec: 0.051057, loss_semantic: 0.632074, loss_idmrf: 2.110281, loss_adv_gen: -152.933197, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:32:15,405 - INFO - [Train] step: 125299, loss_adv_disc: 2.713680, lr_disc: 0.000010
+2023-03-23 04:32:15,615 - INFO - [Train] step: 125299, loss_mpn: 0.020274, loss_rec: 0.068967, loss_semantic: 0.740458, loss_idmrf: 4.066130, loss_adv_gen: -131.922333, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:32:47,420 - INFO - [Train] step: 125399, loss_adv_disc: 1.274672, lr_disc: 0.000010
+2023-03-23 04:32:47,629 - INFO - [Train] step: 125399, loss_mpn: 0.005994, loss_rec: 0.042193, loss_semantic: 0.423683, loss_idmrf: 1.060174, loss_adv_gen: -119.416367, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:33:19,426 - INFO - [Train] step: 125499, loss_adv_disc: -1.666934, lr_disc: 0.000010
+2023-03-23 04:33:19,632 - INFO - [Train] step: 125499, loss_mpn: 0.010552, loss_rec: 0.063324, loss_semantic: 0.645737, loss_idmrf: 2.432623, loss_adv_gen: -160.713196, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:33:51,552 - INFO - [Train] step: 125599, loss_adv_disc: -9.126102, lr_disc: 0.000010
+2023-03-23 04:33:51,763 - INFO - [Train] step: 125599, loss_mpn: 0.051180, loss_rec: 0.086791, loss_semantic: 0.998754, loss_idmrf: 9.715221, loss_adv_gen: -86.942802, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:34:22,916 - INFO - [Train] step: 125699, loss_adv_disc: -3.170430, lr_disc: 0.000010
+2023-03-23 04:34:23,123 - INFO - [Train] step: 125699, loss_mpn: 0.020670, loss_rec: 0.088915, loss_semantic: 0.902430, loss_idmrf: 6.520817, loss_adv_gen: -129.290253, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:34:55,186 - INFO - [Train] step: 125799, loss_adv_disc: -1.156978, lr_disc: 0.000010
+2023-03-23 04:34:55,395 - INFO - [Train] step: 125799, loss_mpn: 0.034466, loss_rec: 0.084888, loss_semantic: 0.679664, loss_idmrf: 4.859622, loss_adv_gen: -102.017860, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:35:27,398 - INFO - [Train] step: 125899, loss_adv_disc: -2.585477, lr_disc: 0.000010
+2023-03-23 04:35:27,611 - INFO - [Train] step: 125899, loss_mpn: 0.038046, loss_rec: 0.086050, loss_semantic: 0.841453, loss_idmrf: 7.631550, loss_adv_gen: -104.905334, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:35:59,380 - INFO - [Train] step: 125999, loss_adv_disc: 4.113203, lr_disc: 0.000010
+2023-03-23 04:35:59,593 - INFO - [Train] step: 125999, loss_mpn: 0.017440, loss_rec: 0.058519, loss_semantic: 0.724183, loss_idmrf: 2.802811, loss_adv_gen: -149.320358, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:36:51,144 - INFO - [Eval] step: 125999, bce: 0.051228, psnr: 22.811045, ssim: 0.782952, lpips: 0.168289
+2023-03-23 04:37:26,363 - INFO - [Train] step: 126099, loss_adv_disc: -12.675987, lr_disc: 0.000010
+2023-03-23 04:37:26,571 - INFO - [Train] step: 126099, loss_mpn: 0.029869, loss_rec: 0.098491, loss_semantic: 1.009399, loss_idmrf: 6.049448, loss_adv_gen: -141.946548, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:37:59,186 - INFO - [Train] step: 126199, loss_adv_disc: -7.501468, lr_disc: 0.000010
+2023-03-23 04:37:59,709 - INFO - [Train] step: 126199, loss_mpn: 0.023707, loss_rec: 0.089403, loss_semantic: 1.078440, loss_idmrf: 4.405831, loss_adv_gen: -126.183563, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:38:31,716 - INFO - [Train] step: 126299, loss_adv_disc: -1.890559, lr_disc: 0.000010
+2023-03-23 04:38:31,924 - INFO - [Train] step: 126299, loss_mpn: 0.030872, loss_rec: 0.069603, loss_semantic: 0.784676, loss_idmrf: 4.837725, loss_adv_gen: -113.489151, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:39:03,800 - INFO - [Train] step: 126399, loss_adv_disc: -11.038610, lr_disc: 0.000010
+2023-03-23 04:39:04,032 - INFO - [Train] step: 126399, loss_mpn: 0.044180, loss_rec: 0.115773, loss_semantic: 0.992229, loss_idmrf: 7.791945, loss_adv_gen: -147.975266, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:39:35,956 - INFO - [Train] step: 126499, loss_adv_disc: -3.898757, lr_disc: 0.000010
+2023-03-23 04:39:36,168 - INFO - [Train] step: 126499, loss_mpn: 0.041182, loss_rec: 0.133417, loss_semantic: 1.294698, loss_idmrf: 4.982077, loss_adv_gen: -173.691071, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:40:08,292 - INFO - [Train] step: 126599, loss_adv_disc: -6.655365, lr_disc: 0.000010
+2023-03-23 04:40:08,509 - INFO - [Train] step: 126599, loss_mpn: 0.020629, loss_rec: 0.062993, loss_semantic: 0.810377, loss_idmrf: 4.767251, loss_adv_gen: -100.241760, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:40:40,301 - INFO - [Train] step: 126699, loss_adv_disc: -5.796608, lr_disc: 0.000010
+2023-03-23 04:40:40,511 - INFO - [Train] step: 126699, loss_mpn: 0.018463, loss_rec: 0.084588, loss_semantic: 1.100654, loss_idmrf: 6.843015, loss_adv_gen: -130.549973, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:41:12,047 - INFO - [Train] step: 126799, loss_adv_disc: 2.668095, lr_disc: 0.000010
+2023-03-23 04:41:12,265 - INFO - [Train] step: 126799, loss_mpn: 0.012377, loss_rec: 0.049561, loss_semantic: 0.582047, loss_idmrf: 2.703556, loss_adv_gen: -118.519287, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:41:44,519 - INFO - [Train] step: 126899, loss_adv_disc: -1.057581, lr_disc: 0.000010
+2023-03-23 04:41:44,731 - INFO - [Train] step: 126899, loss_mpn: 0.005619, loss_rec: 0.058324, loss_semantic: 0.597201, loss_idmrf: 2.175165, loss_adv_gen: -135.576584, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:42:16,930 - INFO - [Train] step: 126999, loss_adv_disc: -6.597493, lr_disc: 0.000010
+2023-03-23 04:42:17,151 - INFO - [Train] step: 126999, loss_mpn: 0.010236, loss_rec: 0.062560, loss_semantic: 0.650556, loss_idmrf: 2.988922, loss_adv_gen: -131.460419, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:43:09,038 - INFO - [Eval] step: 126999, bce: 0.051006, psnr: 22.839836, ssim: 0.784717, lpips: 0.168584
+2023-03-23 04:43:44,632 - INFO - [Train] step: 127099, loss_adv_disc: -4.317663, lr_disc: 0.000010
+2023-03-23 04:43:44,841 - INFO - [Train] step: 127099, loss_mpn: 0.027417, loss_rec: 0.098718, loss_semantic: 1.025030, loss_idmrf: 4.634166, loss_adv_gen: -177.205078, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:44:17,406 - INFO - [Train] step: 127199, loss_adv_disc: -8.472049, lr_disc: 0.000010
+2023-03-23 04:44:17,615 - INFO - [Train] step: 127199, loss_mpn: 0.037873, loss_rec: 0.154401, loss_semantic: 1.368962, loss_idmrf: 6.728650, loss_adv_gen: -154.668915, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:44:49,975 - INFO - [Train] step: 127299, loss_adv_disc: 1.919884, lr_disc: 0.000010
+2023-03-23 04:44:50,195 - INFO - [Train] step: 127299, loss_mpn: 0.016327, loss_rec: 0.073354, loss_semantic: 0.825414, loss_idmrf: 2.413370, loss_adv_gen: -151.040512, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:45:22,282 - INFO - [Train] step: 127399, loss_adv_disc: -0.524164, lr_disc: 0.000010
+2023-03-23 04:45:22,491 - INFO - [Train] step: 127399, loss_mpn: 0.036874, loss_rec: 0.101201, loss_semantic: 1.051661, loss_idmrf: 4.798673, loss_adv_gen: -155.174820, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:45:54,241 - INFO - [Train] step: 127499, loss_adv_disc: -2.533003, lr_disc: 0.000010
+2023-03-23 04:45:54,460 - INFO - [Train] step: 127499, loss_mpn: 0.014745, loss_rec: 0.070753, loss_semantic: 0.669659, loss_idmrf: 3.038945, loss_adv_gen: -94.570969, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:46:26,275 - INFO - [Train] step: 127599, loss_adv_disc: -1.658199, lr_disc: 0.000010
+2023-03-23 04:46:26,479 - INFO - [Train] step: 127599, loss_mpn: 0.038445, loss_rec: 0.121450, loss_semantic: 1.031558, loss_idmrf: 7.300683, loss_adv_gen: -107.105911, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:46:58,825 - INFO - [Train] step: 127699, loss_adv_disc: -8.132098, lr_disc: 0.000010
+2023-03-23 04:46:59,038 - INFO - [Train] step: 127699, loss_mpn: 0.017216, loss_rec: 0.056879, loss_semantic: 0.772789, loss_idmrf: 3.397592, loss_adv_gen: -104.070084, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:47:30,929 - INFO - [Train] step: 127799, loss_adv_disc: 0.032024, lr_disc: 0.000010
+2023-03-23 04:47:31,139 - INFO - [Train] step: 127799, loss_mpn: 0.013123, loss_rec: 0.068429, loss_semantic: 0.674242, loss_idmrf: 2.346184, loss_adv_gen: -151.990692, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:48:02,809 - INFO - [Train] step: 127899, loss_adv_disc: -0.622455, lr_disc: 0.000010
+2023-03-23 04:48:03,030 - INFO - [Train] step: 127899, loss_mpn: 0.033358, loss_rec: 0.047831, loss_semantic: 0.681452, loss_idmrf: 6.045427, loss_adv_gen: -125.106483, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:48:34,656 - INFO - [Train] step: 127999, loss_adv_disc: -1.201268, lr_disc: 0.000010
+2023-03-23 04:48:34,864 - INFO - [Train] step: 127999, loss_mpn: 0.013119, loss_rec: 0.083444, loss_semantic: 0.808090, loss_idmrf: 4.074766, loss_adv_gen: -122.378830, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:49:27,334 - INFO - [Eval] step: 127999, bce: 0.051121, psnr: 22.788467, ssim: 0.782423, lpips: 0.168137
+2023-03-23 04:50:03,189 - INFO - [Train] step: 128099, loss_adv_disc: -4.413509, lr_disc: 0.000010
+2023-03-23 04:50:03,400 - INFO - [Train] step: 128099, loss_mpn: 0.021192, loss_rec: 0.054520, loss_semantic: 0.895374, loss_idmrf: 4.208641, loss_adv_gen: -57.848091, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:50:35,624 - INFO - [Train] step: 128199, loss_adv_disc: -3.411480, lr_disc: 0.000010
+2023-03-23 04:50:35,839 - INFO - [Train] step: 128199, loss_mpn: 0.027661, loss_rec: 0.081495, loss_semantic: 0.928025, loss_idmrf: 4.835247, loss_adv_gen: -139.574448, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:51:07,642 - INFO - [Train] step: 128299, loss_adv_disc: -5.027429, lr_disc: 0.000010
+2023-03-23 04:51:07,840 - INFO - [Train] step: 128299, loss_mpn: 0.025281, loss_rec: 0.121004, loss_semantic: 1.227714, loss_idmrf: 4.958667, loss_adv_gen: -161.052917, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:51:39,546 - INFO - [Train] step: 128399, loss_adv_disc: 0.223101, lr_disc: 0.000010
+2023-03-23 04:51:39,756 - INFO - [Train] step: 128399, loss_mpn: 0.012132, loss_rec: 0.051522, loss_semantic: 0.528807, loss_idmrf: 2.708087, loss_adv_gen: -110.557648, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:52:11,407 - INFO - [Train] step: 128499, loss_adv_disc: 0.370690, lr_disc: 0.000010
+2023-03-23 04:52:11,618 - INFO - [Train] step: 128499, loss_mpn: 0.017554, loss_rec: 0.057067, loss_semantic: 0.646492, loss_idmrf: 4.316586, loss_adv_gen: -86.806534, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:52:43,613 - INFO - [Train] step: 128599, loss_adv_disc: -4.265557, lr_disc: 0.000010
+2023-03-23 04:52:43,826 - INFO - [Train] step: 128599, loss_mpn: 0.030019, loss_rec: 0.066311, loss_semantic: 0.882494, loss_idmrf: 4.941234, loss_adv_gen: -84.790970, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:53:15,994 - INFO - [Train] step: 128699, loss_adv_disc: -4.502655, lr_disc: 0.000010
+2023-03-23 04:53:16,203 - INFO - [Train] step: 128699, loss_mpn: 0.039307, loss_rec: 0.096061, loss_semantic: 0.707968, loss_idmrf: 4.658161, loss_adv_gen: -140.442017, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:53:47,579 - INFO - [Train] step: 128799, loss_adv_disc: -4.825978, lr_disc: 0.000010
+2023-03-23 04:53:47,783 - INFO - [Train] step: 128799, loss_mpn: 0.026250, loss_rec: 0.083355, loss_semantic: 0.927342, loss_idmrf: 5.636802, loss_adv_gen: -135.460571, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:54:19,333 - INFO - [Train] step: 128899, loss_adv_disc: 0.694970, lr_disc: 0.000010
+2023-03-23 04:54:19,545 - INFO - [Train] step: 128899, loss_mpn: 0.017181, loss_rec: 0.060443, loss_semantic: 0.711605, loss_idmrf: 2.997591, loss_adv_gen: -123.230461, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:54:51,133 - INFO - [Train] step: 128999, loss_adv_disc: -1.653507, lr_disc: 0.000010
+2023-03-23 04:54:51,339 - INFO - [Train] step: 128999, loss_mpn: 0.022098, loss_rec: 0.074000, loss_semantic: 0.861624, loss_idmrf: 5.335044, loss_adv_gen: -122.844513, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:55:43,275 - INFO - [Eval] step: 128999, bce: 0.052206, psnr: 22.728836, ssim: 0.783790, lpips: 0.168677
+2023-03-23 04:56:19,082 - INFO - [Train] step: 129099, loss_adv_disc: -9.426896, lr_disc: 0.000010
+2023-03-23 04:56:19,293 - INFO - [Train] step: 129099, loss_mpn: 0.018235, loss_rec: 0.069414, loss_semantic: 0.790671, loss_idmrf: 4.317362, loss_adv_gen: -102.482254, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:56:51,356 - INFO - [Train] step: 129199, loss_adv_disc: -7.936474, lr_disc: 0.000010
+2023-03-23 04:56:51,564 - INFO - [Train] step: 129199, loss_mpn: 0.043720, loss_rec: 0.074920, loss_semantic: 1.011850, loss_idmrf: 8.284838, loss_adv_gen: -79.359352, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:57:23,026 - INFO - [Train] step: 129299, loss_adv_disc: 1.136495, lr_disc: 0.000010
+2023-03-23 04:57:23,236 - INFO - [Train] step: 129299, loss_mpn: 0.016688, loss_rec: 0.068758, loss_semantic: 0.766694, loss_idmrf: 3.154362, loss_adv_gen: -129.794373, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:57:55,208 - INFO - [Train] step: 129399, loss_adv_disc: 3.220585, lr_disc: 0.000010
+2023-03-23 04:57:55,415 - INFO - [Train] step: 129399, loss_mpn: 0.024220, loss_rec: 0.079229, loss_semantic: 0.706895, loss_idmrf: 4.267441, loss_adv_gen: -81.320496, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:58:27,256 - INFO - [Train] step: 129499, loss_adv_disc: -4.978652, lr_disc: 0.000010
+2023-03-23 04:58:27,471 - INFO - [Train] step: 129499, loss_mpn: 0.023057, loss_rec: 0.127873, loss_semantic: 1.082512, loss_idmrf: 6.305606, loss_adv_gen: -121.494179, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:58:59,667 - INFO - [Train] step: 129599, loss_adv_disc: -1.427088, lr_disc: 0.000010
+2023-03-23 04:58:59,880 - INFO - [Train] step: 129599, loss_mpn: 0.004642, loss_rec: 0.040581, loss_semantic: 0.508488, loss_idmrf: 1.550527, loss_adv_gen: -95.538132, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:59:31,982 - INFO - [Train] step: 129699, loss_adv_disc: -10.458537, lr_disc: 0.000010
+2023-03-23 04:59:32,195 - INFO - [Train] step: 129699, loss_mpn: 0.059100, loss_rec: 0.137617, loss_semantic: 1.455589, loss_idmrf: 6.720233, loss_adv_gen: -141.364777, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:00:04,035 - INFO - [Train] step: 129799, loss_adv_disc: -0.049633, lr_disc: 0.000010
+2023-03-23 05:00:04,247 - INFO - [Train] step: 129799, loss_mpn: 0.006322, loss_rec: 0.056494, loss_semantic: 0.588318, loss_idmrf: 1.889401, loss_adv_gen: -101.929260, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:00:36,435 - INFO - [Train] step: 129899, loss_adv_disc: -2.977776, lr_disc: 0.000010
+2023-03-23 05:00:36,646 - INFO - [Train] step: 129899, loss_mpn: 0.014848, loss_rec: 0.086512, loss_semantic: 0.776202, loss_idmrf: 2.535118, loss_adv_gen: -125.578300, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:01:08,956 - INFO - [Train] step: 129999, loss_adv_disc: 1.296169, lr_disc: 0.000010
+2023-03-23 05:01:09,177 - INFO - [Train] step: 129999, loss_mpn: 0.001032, loss_rec: 0.006416, loss_semantic: 0.120352, loss_idmrf: 0.730984, loss_adv_gen: -74.065491, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:02:01,014 - INFO - [Eval] step: 129999, bce: 0.051038, psnr: 22.910402, ssim: 0.783276, lpips: 0.169277
+2023-03-23 05:02:36,857 - INFO - [Train] step: 130099, loss_adv_disc: 4.946680, lr_disc: 0.000010
+2023-03-23 05:02:37,062 - INFO - [Train] step: 130099, loss_mpn: 0.043150, loss_rec: 0.128724, loss_semantic: 1.272130, loss_idmrf: 5.728945, loss_adv_gen: -193.952179, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:03:09,368 - INFO - [Train] step: 130199, loss_adv_disc: -2.133357, lr_disc: 0.000010
+2023-03-23 05:03:09,577 - INFO - [Train] step: 130199, loss_mpn: 0.021475, loss_rec: 0.066304, loss_semantic: 0.628182, loss_idmrf: 3.397014, loss_adv_gen: -100.624329, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:03:41,807 - INFO - [Train] step: 130299, loss_adv_disc: -6.006985, lr_disc: 0.000010
+2023-03-23 05:03:42,016 - INFO - [Train] step: 130299, loss_mpn: 0.038497, loss_rec: 0.137944, loss_semantic: 1.261929, loss_idmrf: 8.288671, loss_adv_gen: -111.464569, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:04:14,007 - INFO - [Train] step: 130399, loss_adv_disc: -7.064215, lr_disc: 0.000010
+2023-03-23 05:04:14,217 - INFO - [Train] step: 130399, loss_mpn: 0.020836, loss_rec: 0.113765, loss_semantic: 1.144365, loss_idmrf: 2.889007, loss_adv_gen: -185.725983, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:04:47,321 - INFO - [Train] step: 130499, loss_adv_disc: -6.052226, lr_disc: 0.000010
+2023-03-23 05:04:47,529 - INFO - [Train] step: 130499, loss_mpn: 0.035976, loss_rec: 0.160223, loss_semantic: 1.247020, loss_idmrf: 4.571438, loss_adv_gen: -196.889328, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:05:19,600 - INFO - [Train] step: 130599, loss_adv_disc: -6.742003, lr_disc: 0.000010
+2023-03-23 05:05:19,809 - INFO - [Train] step: 130599, loss_mpn: 0.024516, loss_rec: 0.106886, loss_semantic: 1.139110, loss_idmrf: 6.992552, loss_adv_gen: -105.936630, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:05:51,352 - INFO - [Train] step: 130699, loss_adv_disc: -5.772816, lr_disc: 0.000010
+2023-03-23 05:05:51,567 - INFO - [Train] step: 130699, loss_mpn: 0.014539, loss_rec: 0.120238, loss_semantic: 0.930872, loss_idmrf: 3.815922, loss_adv_gen: -133.015594, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:06:23,555 - INFO - [Train] step: 130799, loss_adv_disc: 0.802817, lr_disc: 0.000010
+2023-03-23 05:06:23,761 - INFO - [Train] step: 130799, loss_mpn: 0.015402, loss_rec: 0.115960, loss_semantic: 1.220176, loss_idmrf: 5.258518, loss_adv_gen: -135.191116, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:06:55,303 - INFO - [Train] step: 130899, loss_adv_disc: -2.734365, lr_disc: 0.000010
+2023-03-23 05:06:55,513 - INFO - [Train] step: 130899, loss_mpn: 0.045679, loss_rec: 0.104418, loss_semantic: 1.047336, loss_idmrf: 6.421314, loss_adv_gen: -99.440414, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:07:27,262 - INFO - [Train] step: 130999, loss_adv_disc: 3.433006, lr_disc: 0.000010
+2023-03-23 05:07:27,472 - INFO - [Train] step: 130999, loss_mpn: 0.004380, loss_rec: 0.035814, loss_semantic: 0.444082, loss_idmrf: 0.760610, loss_adv_gen: -189.176361, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:08:19,571 - INFO - [Eval] step: 130999, bce: 0.051796, psnr: 22.748301, ssim: 0.780713, lpips: 0.169132
+2023-03-23 05:08:56,091 - INFO - [Train] step: 131099, loss_adv_disc: 12.661794, lr_disc: 0.000010
+2023-03-23 05:08:56,305 - INFO - [Train] step: 131099, loss_mpn: 0.122925, loss_rec: 0.139464, loss_semantic: 1.139013, loss_idmrf: 6.911331, loss_adv_gen: -122.278625, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:09:28,273 - INFO - [Train] step: 131199, loss_adv_disc: 2.098254, lr_disc: 0.000010
+2023-03-23 05:09:28,475 - INFO - [Train] step: 131199, loss_mpn: 0.011311, loss_rec: 0.073955, loss_semantic: 0.703479, loss_idmrf: 2.539197, loss_adv_gen: -158.389908, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:10:00,193 - INFO - [Train] step: 131299, loss_adv_disc: -8.177869, lr_disc: 0.000010
+2023-03-23 05:10:00,398 - INFO - [Train] step: 131299, loss_mpn: 0.033725, loss_rec: 0.111130, loss_semantic: 0.965853, loss_idmrf: 5.901491, loss_adv_gen: -123.688370, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:10:32,013 - INFO - [Train] step: 131399, loss_adv_disc: 1.208174, lr_disc: 0.000010
+2023-03-23 05:10:32,220 - INFO - [Train] step: 131399, loss_mpn: 0.163430, loss_rec: 0.105722, loss_semantic: 0.790107, loss_idmrf: 5.569950, loss_adv_gen: -100.034851, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:11:03,357 - INFO - [Train] step: 131499, loss_adv_disc: 2.166230, lr_disc: 0.000010
+2023-03-23 05:11:03,577 - INFO - [Train] step: 131499, loss_mpn: 0.009393, loss_rec: 0.034538, loss_semantic: 0.445518, loss_idmrf: 1.657758, loss_adv_gen: -137.505066, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:11:35,457 - INFO - [Train] step: 131599, loss_adv_disc: -4.342459, lr_disc: 0.000010
+2023-03-23 05:11:35,664 - INFO - [Train] step: 131599, loss_mpn: 0.015864, loss_rec: 0.075794, loss_semantic: 0.823974, loss_idmrf: 3.368511, loss_adv_gen: -116.001358, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:12:07,536 - INFO - [Train] step: 131699, loss_adv_disc: 1.200259, lr_disc: 0.000010
+2023-03-23 05:12:07,740 - INFO - [Train] step: 131699, loss_mpn: 0.014166, loss_rec: 0.050290, loss_semantic: 0.654487, loss_idmrf: 2.909880, loss_adv_gen: -111.383705, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:12:39,379 - INFO - [Train] step: 131799, loss_adv_disc: -3.799882, lr_disc: 0.000010
+2023-03-23 05:12:39,588 - INFO - [Train] step: 131799, loss_mpn: 0.027874, loss_rec: 0.099098, loss_semantic: 1.128881, loss_idmrf: 5.589771, loss_adv_gen: -118.356842, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:13:11,576 - INFO - [Train] step: 131899, loss_adv_disc: 1.639099, lr_disc: 0.000010
+2023-03-23 05:13:11,785 - INFO - [Train] step: 131899, loss_mpn: 0.022864, loss_rec: 0.077178, loss_semantic: 0.821796, loss_idmrf: 3.401058, loss_adv_gen: -128.444458, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:13:43,006 - INFO - [Train] step: 131999, loss_adv_disc: -1.712935, lr_disc: 0.000010
+2023-03-23 05:13:43,465 - INFO - [Train] step: 131999, loss_mpn: 0.020125, loss_rec: 0.072176, loss_semantic: 0.843895, loss_idmrf: 6.232099, loss_adv_gen: -158.704514, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:14:36,450 - INFO - [Eval] step: 131999, bce: 0.053128, psnr: 22.717110, ssim: 0.777812, lpips: 0.169839
+2023-03-23 05:15:12,437 - INFO - [Train] step: 132099, loss_adv_disc: -2.452925, lr_disc: 0.000010
+2023-03-23 05:15:12,650 - INFO - [Train] step: 132099, loss_mpn: 0.031000, loss_rec: 0.068358, loss_semantic: 1.025352, loss_idmrf: 4.761065, loss_adv_gen: -95.005745, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:15:44,625 - INFO - [Train] step: 132199, loss_adv_disc: -3.480821, lr_disc: 0.000010
+2023-03-23 05:15:44,833 - INFO - [Train] step: 132199, loss_mpn: 0.008953, loss_rec: 0.049922, loss_semantic: 0.628971, loss_idmrf: 3.659663, loss_adv_gen: -96.592529, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:16:16,310 - INFO - [Train] step: 132299, loss_adv_disc: -0.194000, lr_disc: 0.000010
+2023-03-23 05:16:16,518 - INFO - [Train] step: 132299, loss_mpn: 0.025397, loss_rec: 0.094026, loss_semantic: 0.975268, loss_idmrf: 6.742127, loss_adv_gen: -113.588745, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:16:48,431 - INFO - [Train] step: 132399, loss_adv_disc: -0.949474, lr_disc: 0.000010
+2023-03-23 05:16:48,641 - INFO - [Train] step: 132399, loss_mpn: 0.032536, loss_rec: 0.085921, loss_semantic: 0.912480, loss_idmrf: 3.789836, loss_adv_gen: -133.371338, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:17:20,448 - INFO - [Train] step: 132499, loss_adv_disc: -1.139539, lr_disc: 0.000010
+2023-03-23 05:17:20,659 - INFO - [Train] step: 132499, loss_mpn: 0.015324, loss_rec: 0.062584, loss_semantic: 0.754474, loss_idmrf: 3.823767, loss_adv_gen: -97.328445, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:17:52,515 - INFO - [Train] step: 132599, loss_adv_disc: -4.080893, lr_disc: 0.000010
+2023-03-23 05:17:52,725 - INFO - [Train] step: 132599, loss_mpn: 0.055663, loss_rec: 0.167588, loss_semantic: 1.475848, loss_idmrf: 6.512114, loss_adv_gen: -167.496918, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:18:24,597 - INFO - [Train] step: 132699, loss_adv_disc: 0.082173, lr_disc: 0.000010
+2023-03-23 05:18:24,805 - INFO - [Train] step: 132699, loss_mpn: 0.022356, loss_rec: 0.036718, loss_semantic: 0.578199, loss_idmrf: 3.770802, loss_adv_gen: -66.268303, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:18:56,724 - INFO - [Train] step: 132799, loss_adv_disc: -12.673770, lr_disc: 0.000010
+2023-03-23 05:18:56,934 - INFO - [Train] step: 132799, loss_mpn: 0.030149, loss_rec: 0.124729, loss_semantic: 1.159619, loss_idmrf: 8.412439, loss_adv_gen: -109.297356, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:19:28,317 - INFO - [Train] step: 132899, loss_adv_disc: -6.541158, lr_disc: 0.000010
+2023-03-23 05:19:28,522 - INFO - [Train] step: 132899, loss_mpn: 0.022932, loss_rec: 0.077334, loss_semantic: 0.778241, loss_idmrf: 4.212218, loss_adv_gen: -76.910629, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:20:00,745 - INFO - [Train] step: 132999, loss_adv_disc: -16.381750, lr_disc: 0.000010
+2023-03-23 05:20:00,961 - INFO - [Train] step: 132999, loss_mpn: 0.038585, loss_rec: 0.140243, loss_semantic: 1.112684, loss_idmrf: 5.370625, loss_adv_gen: -162.189621, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:20:54,052 - INFO - [Eval] step: 132999, bce: 0.052486, psnr: 22.788387, ssim: 0.781530, lpips: 0.169411
+2023-03-23 05:21:30,509 - INFO - [Train] step: 133099, loss_adv_disc: 0.390254, lr_disc: 0.000010
+2023-03-23 05:21:30,717 - INFO - [Train] step: 133099, loss_mpn: 0.011268, loss_rec: 0.068760, loss_semantic: 0.764526, loss_idmrf: 3.000399, loss_adv_gen: -114.517883, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:22:02,573 - INFO - [Train] step: 133199, loss_adv_disc: -1.318133, lr_disc: 0.000010
+2023-03-23 05:22:02,778 - INFO - [Train] step: 133199, loss_mpn: 0.008585, loss_rec: 0.055128, loss_semantic: 0.645360, loss_idmrf: 3.934704, loss_adv_gen: -95.443108, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:22:34,276 - INFO - [Train] step: 133299, loss_adv_disc: 0.650921, lr_disc: 0.000010
+2023-03-23 05:22:34,479 - INFO - [Train] step: 133299, loss_mpn: 0.009493, loss_rec: 0.050975, loss_semantic: 0.564699, loss_idmrf: 3.568425, loss_adv_gen: -104.870087, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:23:05,881 - INFO - [Train] step: 133399, loss_adv_disc: -7.973578, lr_disc: 0.000010
+2023-03-23 05:23:06,087 - INFO - [Train] step: 133399, loss_mpn: 0.017968, loss_rec: 0.077570, loss_semantic: 0.891541, loss_idmrf: 5.146216, loss_adv_gen: -109.537369, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:23:37,058 - INFO - [Train] step: 133499, loss_adv_disc: -1.692553, lr_disc: 0.000010
+2023-03-23 05:23:37,268 - INFO - [Train] step: 133499, loss_mpn: 0.037542, loss_rec: 0.087407, loss_semantic: 1.049124, loss_idmrf: 6.685749, loss_adv_gen: -101.215302, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:24:08,805 - INFO - [Train] step: 133599, loss_adv_disc: -2.679839, lr_disc: 0.000010
+2023-03-23 05:24:09,015 - INFO - [Train] step: 133599, loss_mpn: 0.027262, loss_rec: 0.083260, loss_semantic: 0.938661, loss_idmrf: 3.972086, loss_adv_gen: -130.723373, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:24:40,991 - INFO - [Train] step: 133699, loss_adv_disc: -4.615801, lr_disc: 0.000010
+2023-03-23 05:24:41,200 - INFO - [Train] step: 133699, loss_mpn: 0.041923, loss_rec: 0.125388, loss_semantic: 1.317844, loss_idmrf: 8.409975, loss_adv_gen: -95.352234, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:25:12,678 - INFO - [Train] step: 133799, loss_adv_disc: -1.896838, lr_disc: 0.000010
+2023-03-23 05:25:12,885 - INFO - [Train] step: 133799, loss_mpn: 0.012365, loss_rec: 0.060334, loss_semantic: 0.724140, loss_idmrf: 2.296510, loss_adv_gen: -118.544067, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:25:44,691 - INFO - [Train] step: 133899, loss_adv_disc: -3.327040, lr_disc: 0.000010
+2023-03-23 05:25:44,898 - INFO - [Train] step: 133899, loss_mpn: 0.016755, loss_rec: 0.068835, loss_semantic: 0.726308, loss_idmrf: 3.569699, loss_adv_gen: -91.101151, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:26:16,936 - INFO - [Train] step: 133999, loss_adv_disc: -0.473019, lr_disc: 0.000010
+2023-03-23 05:26:17,136 - INFO - [Train] step: 133999, loss_mpn: 0.021139, loss_rec: 0.069854, loss_semantic: 0.650463, loss_idmrf: 3.102688, loss_adv_gen: -118.080215, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:27:10,018 - INFO - [Eval] step: 133999, bce: 0.050556, psnr: 22.800476, ssim: 0.783517, lpips: 0.168414
+2023-03-23 05:27:45,847 - INFO - [Train] step: 134099, loss_adv_disc: -1.139076, lr_disc: 0.000010
+2023-03-23 05:27:46,054 - INFO - [Train] step: 134099, loss_mpn: 0.014758, loss_rec: 0.070094, loss_semantic: 0.804340, loss_idmrf: 2.726003, loss_adv_gen: -153.868439, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:28:17,702 - INFO - [Train] step: 134199, loss_adv_disc: 8.019421, lr_disc: 0.000010
+2023-03-23 05:28:17,910 - INFO - [Train] step: 134199, loss_mpn: 0.010733, loss_rec: 0.055350, loss_semantic: 0.669068, loss_idmrf: 2.504801, loss_adv_gen: -150.193573, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:28:49,507 - INFO - [Train] step: 134299, loss_adv_disc: -5.080755, lr_disc: 0.000010
+2023-03-23 05:28:49,716 - INFO - [Train] step: 134299, loss_mpn: 0.017463, loss_rec: 0.070769, loss_semantic: 0.804535, loss_idmrf: 4.313002, loss_adv_gen: -115.011444, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:29:21,815 - INFO - [Train] step: 134399, loss_adv_disc: -2.610133, lr_disc: 0.000010
+2023-03-23 05:29:22,026 - INFO - [Train] step: 134399, loss_mpn: 0.026426, loss_rec: 0.061381, loss_semantic: 0.867625, loss_idmrf: 4.724752, loss_adv_gen: -114.788757, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:29:53,902 - INFO - [Train] step: 134499, loss_adv_disc: -5.268385, lr_disc: 0.000010
+2023-03-23 05:29:54,111 - INFO - [Train] step: 134499, loss_mpn: 0.040248, loss_rec: 0.101416, loss_semantic: 0.868305, loss_idmrf: 4.102557, loss_adv_gen: -101.032982, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:30:25,520 - INFO - [Train] step: 134599, loss_adv_disc: -1.609213, lr_disc: 0.000010
+2023-03-23 05:30:25,742 - INFO - [Train] step: 134599, loss_mpn: 0.022751, loss_rec: 0.078352, loss_semantic: 1.006954, loss_idmrf: 6.749668, loss_adv_gen: -116.799004, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:30:58,011 - INFO - [Train] step: 134699, loss_adv_disc: -2.390482, lr_disc: 0.000010
+2023-03-23 05:30:58,223 - INFO - [Train] step: 134699, loss_mpn: 0.013705, loss_rec: 0.063817, loss_semantic: 0.777379, loss_idmrf: 3.901862, loss_adv_gen: -113.002991, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:31:29,595 - INFO - [Train] step: 134799, loss_adv_disc: -10.579402, lr_disc: 0.000010
+2023-03-23 05:31:29,792 - INFO - [Train] step: 134799, loss_mpn: 0.041455, loss_rec: 0.133608, loss_semantic: 1.302950, loss_idmrf: 6.230529, loss_adv_gen: -160.889038, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:32:01,157 - INFO - [Train] step: 134899, loss_adv_disc: 0.793682, lr_disc: 0.000010
+2023-03-23 05:32:01,363 - INFO - [Train] step: 134899, loss_mpn: 0.006674, loss_rec: 0.019346, loss_semantic: 0.383827, loss_idmrf: 1.675710, loss_adv_gen: -60.134186, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:32:32,846 - INFO - [Train] step: 134999, loss_adv_disc: -2.671984, lr_disc: 0.000010
+2023-03-23 05:32:33,055 - INFO - [Train] step: 134999, loss_mpn: 0.043164, loss_rec: 0.085429, loss_semantic: 0.978343, loss_idmrf: 8.096371, loss_adv_gen: -43.059937, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:33:26,278 - INFO - [Eval] step: 134999, bce: 0.051574, psnr: 22.829031, ssim: 0.782571, lpips: 0.169688
+2023-03-23 05:34:01,997 - INFO - [Train] step: 135099, loss_adv_disc: 3.750641, lr_disc: 0.000010
+2023-03-23 05:34:02,207 - INFO - [Train] step: 135099, loss_mpn: 0.029474, loss_rec: 0.102625, loss_semantic: 1.109559, loss_idmrf: 4.875132, loss_adv_gen: -134.992783, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:34:33,593 - INFO - [Train] step: 135199, loss_adv_disc: 0.927968, lr_disc: 0.000010
+2023-03-23 05:34:33,804 - INFO - [Train] step: 135199, loss_mpn: 0.009169, loss_rec: 0.038900, loss_semantic: 0.450002, loss_idmrf: 2.873712, loss_adv_gen: -64.851662, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:35:05,552 - INFO - [Train] step: 135299, loss_adv_disc: -9.138036, lr_disc: 0.000010
+2023-03-23 05:35:05,770 - INFO - [Train] step: 135299, loss_mpn: 0.030772, loss_rec: 0.136787, loss_semantic: 1.148476, loss_idmrf: 7.006344, loss_adv_gen: -153.143234, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:35:37,652 - INFO - [Train] step: 135399, loss_adv_disc: -0.410231, lr_disc: 0.000010
+2023-03-23 05:35:37,853 - INFO - [Train] step: 135399, loss_mpn: 0.015736, loss_rec: 0.064011, loss_semantic: 0.749459, loss_idmrf: 3.971036, loss_adv_gen: -95.990608, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:36:09,561 - INFO - [Train] step: 135499, loss_adv_disc: -2.919382, lr_disc: 0.000010
+2023-03-23 05:36:09,772 - INFO - [Train] step: 135499, loss_mpn: 0.014300, loss_rec: 0.056497, loss_semantic: 0.648616, loss_idmrf: 7.263598, loss_adv_gen: -89.542763, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:36:41,741 - INFO - [Train] step: 135599, loss_adv_disc: -7.486818, lr_disc: 0.000010
+2023-03-23 05:36:41,947 - INFO - [Train] step: 135599, loss_mpn: 0.020208, loss_rec: 0.096005, loss_semantic: 0.954830, loss_idmrf: 3.326490, loss_adv_gen: -117.490685, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:37:13,859 - INFO - [Train] step: 135699, loss_adv_disc: -1.280060, lr_disc: 0.000010
+2023-03-23 05:37:14,065 - INFO - [Train] step: 135699, loss_mpn: 0.015505, loss_rec: 0.064494, loss_semantic: 0.800576, loss_idmrf: 4.268096, loss_adv_gen: -86.163986, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:37:46,147 - INFO - [Train] step: 135799, loss_adv_disc: -1.938561, lr_disc: 0.000010
+2023-03-23 05:37:46,359 - INFO - [Train] step: 135799, loss_mpn: 0.016545, loss_rec: 0.064002, loss_semantic: 0.713788, loss_idmrf: 3.633274, loss_adv_gen: -67.135429, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:38:18,193 - INFO - [Train] step: 135899, loss_adv_disc: -0.777487, lr_disc: 0.000010
+2023-03-23 05:38:18,396 - INFO - [Train] step: 135899, loss_mpn: 0.032587, loss_rec: 0.084323, loss_semantic: 0.750148, loss_idmrf: 5.768708, loss_adv_gen: -101.240494, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:38:49,698 - INFO - [Train] step: 135999, loss_adv_disc: -0.052139, lr_disc: 0.000010
+2023-03-23 05:38:49,904 - INFO - [Train] step: 135999, loss_mpn: 0.022410, loss_rec: 0.057725, loss_semantic: 0.670909, loss_idmrf: 3.592296, loss_adv_gen: -101.317665, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:39:42,344 - INFO - [Eval] step: 135999, bce: 0.053104, psnr: 22.873558, ssim: 0.785800, lpips: 0.168116
+2023-03-23 05:40:18,535 - INFO - [Train] step: 136099, loss_adv_disc: -0.581353, lr_disc: 0.000010
+2023-03-23 05:40:18,746 - INFO - [Train] step: 136099, loss_mpn: 0.019798, loss_rec: 0.074311, loss_semantic: 0.897004, loss_idmrf: 4.091212, loss_adv_gen: -115.484505, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:40:50,163 - INFO - [Train] step: 136199, loss_adv_disc: -7.184551, lr_disc: 0.000010
+2023-03-23 05:40:50,368 - INFO - [Train] step: 136199, loss_mpn: 0.030035, loss_rec: 0.127224, loss_semantic: 1.189720, loss_idmrf: 5.011517, loss_adv_gen: -128.519928, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:41:22,271 - INFO - [Train] step: 136299, loss_adv_disc: -1.816806, lr_disc: 0.000010
+2023-03-23 05:41:22,487 - INFO - [Train] step: 136299, loss_mpn: 0.010137, loss_rec: 0.079451, loss_semantic: 0.753738, loss_idmrf: 3.423841, loss_adv_gen: -104.876038, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:41:54,535 - INFO - [Train] step: 136399, loss_adv_disc: -0.288482, lr_disc: 0.000010
+2023-03-23 05:41:54,742 - INFO - [Train] step: 136399, loss_mpn: 0.011859, loss_rec: 0.043810, loss_semantic: 0.636608, loss_idmrf: 3.566625, loss_adv_gen: -39.051231, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:42:25,989 - INFO - [Train] step: 136499, loss_adv_disc: -8.591157, lr_disc: 0.000010
+2023-03-23 05:42:26,199 - INFO - [Train] step: 136499, loss_mpn: 0.037376, loss_rec: 0.097909, loss_semantic: 0.980823, loss_idmrf: 7.040833, loss_adv_gen: -64.961426, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:42:58,389 - INFO - [Train] step: 136599, loss_adv_disc: -3.547712, lr_disc: 0.000010
+2023-03-23 05:42:58,598 - INFO - [Train] step: 136599, loss_mpn: 0.030645, loss_rec: 0.090286, loss_semantic: 0.889180, loss_idmrf: 4.928277, loss_adv_gen: -121.782753, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:43:31,084 - INFO - [Train] step: 136699, loss_adv_disc: -9.347323, lr_disc: 0.000010
+2023-03-23 05:43:31,297 - INFO - [Train] step: 136699, loss_mpn: 0.042078, loss_rec: 0.136713, loss_semantic: 1.417665, loss_idmrf: 7.361666, loss_adv_gen: -146.109406, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:44:02,840 - INFO - [Train] step: 136799, loss_adv_disc: -4.794634, lr_disc: 0.000010
+2023-03-23 05:44:03,052 - INFO - [Train] step: 136799, loss_mpn: 0.030220, loss_rec: 0.106358, loss_semantic: 0.953773, loss_idmrf: 4.828994, loss_adv_gen: -117.615784, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:44:34,753 - INFO - [Train] step: 136899, loss_adv_disc: 5.258774, lr_disc: 0.000010
+2023-03-23 05:44:34,964 - INFO - [Train] step: 136899, loss_mpn: 0.015263, loss_rec: 0.053092, loss_semantic: 0.627539, loss_idmrf: 2.892363, loss_adv_gen: -110.831985, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:45:07,002 - INFO - [Train] step: 136999, loss_adv_disc: -2.143546, lr_disc: 0.000010
+2023-03-23 05:45:07,210 - INFO - [Train] step: 136999, loss_mpn: 0.026620, loss_rec: 0.148238, loss_semantic: 1.251487, loss_idmrf: 5.559476, loss_adv_gen: -167.540298, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:45:59,433 - INFO - [Eval] step: 136999, bce: 0.052347, psnr: 22.968615, ssim: 0.785900, lpips: 0.168870
+2023-03-23 05:46:35,158 - INFO - [Train] step: 137099, loss_adv_disc: -2.804128, lr_disc: 0.000010
+2023-03-23 05:46:35,365 - INFO - [Train] step: 137099, loss_mpn: 0.022135, loss_rec: 0.091392, loss_semantic: 1.097512, loss_idmrf: 4.042065, loss_adv_gen: -116.743263, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:47:07,053 - INFO - [Train] step: 137199, loss_adv_disc: 0.684133, lr_disc: 0.000010
+2023-03-23 05:47:07,264 - INFO - [Train] step: 137199, loss_mpn: 0.004162, loss_rec: 0.040365, loss_semantic: 0.521267, loss_idmrf: 1.994947, loss_adv_gen: -74.542084, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:47:38,969 - INFO - [Train] step: 137299, loss_adv_disc: -5.294003, lr_disc: 0.000010
+2023-03-23 05:47:39,181 - INFO - [Train] step: 137299, loss_mpn: 0.012221, loss_rec: 0.072988, loss_semantic: 0.752558, loss_idmrf: 3.680114, loss_adv_gen: -105.866600, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:48:10,981 - INFO - [Train] step: 137399, loss_adv_disc: 2.735681, lr_disc: 0.000010
+2023-03-23 05:48:11,190 - INFO - [Train] step: 137399, loss_mpn: 0.018962, loss_rec: 0.062830, loss_semantic: 0.706893, loss_idmrf: 2.414786, loss_adv_gen: -119.590569, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:48:42,540 - INFO - [Train] step: 137499, loss_adv_disc: 2.378208, lr_disc: 0.000010
+2023-03-23 05:48:42,749 - INFO - [Train] step: 137499, loss_mpn: 0.023577, loss_rec: 0.061158, loss_semantic: 0.769912, loss_idmrf: 4.500251, loss_adv_gen: -141.067963, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:49:14,349 - INFO - [Train] step: 137599, loss_adv_disc: 3.543137, lr_disc: 0.000010
+2023-03-23 05:49:14,566 - INFO - [Train] step: 137599, loss_mpn: 0.008078, loss_rec: 0.058097, loss_semantic: 0.646725, loss_idmrf: 2.197572, loss_adv_gen: -134.986847, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:49:46,110 - INFO - [Train] step: 137699, loss_adv_disc: 3.557165, lr_disc: 0.000010
+2023-03-23 05:49:46,316 - INFO - [Train] step: 137699, loss_mpn: 0.024468, loss_rec: 0.044632, loss_semantic: 0.558386, loss_idmrf: 3.573029, loss_adv_gen: -80.396439, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:50:18,021 - INFO - [Train] step: 137799, loss_adv_disc: 1.400078, lr_disc: 0.000010
+2023-03-23 05:50:18,228 - INFO - [Train] step: 137799, loss_mpn: 0.022541, loss_rec: 0.093408, loss_semantic: 0.925066, loss_idmrf: 4.270159, loss_adv_gen: -120.526108, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:50:50,124 - INFO - [Train] step: 137899, loss_adv_disc: 1.296729, lr_disc: 0.000010
+2023-03-23 05:50:50,333 - INFO - [Train] step: 137899, loss_mpn: 0.005572, loss_rec: 0.045261, loss_semantic: 0.480431, loss_idmrf: 1.769866, loss_adv_gen: -100.228149, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:51:21,495 - INFO - [Train] step: 137999, loss_adv_disc: 1.744140, lr_disc: 0.000010
+2023-03-23 05:51:21,705 - INFO - [Train] step: 137999, loss_mpn: 0.005099, loss_rec: 0.040458, loss_semantic: 0.553768, loss_idmrf: 1.466208, loss_adv_gen: -130.818115, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:52:14,749 - INFO - [Eval] step: 137999, bce: 0.051929, psnr: 22.666077, ssim: 0.779314, lpips: 0.170142
+2023-03-23 05:52:50,548 - INFO - [Train] step: 138099, loss_adv_disc: -0.208093, lr_disc: 0.000010
+2023-03-23 05:52:50,761 - INFO - [Train] step: 138099, loss_mpn: 0.012293, loss_rec: 0.065314, loss_semantic: 0.799588, loss_idmrf: 3.692108, loss_adv_gen: -104.485435, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:53:22,388 - INFO - [Train] step: 138199, loss_adv_disc: 7.255763, lr_disc: 0.000010
+2023-03-23 05:53:22,598 - INFO - [Train] step: 138199, loss_mpn: 0.017725, loss_rec: 0.050150, loss_semantic: 0.581689, loss_idmrf: 2.358581, loss_adv_gen: -119.232430, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:53:54,529 - INFO - [Train] step: 138299, loss_adv_disc: -2.305389, lr_disc: 0.000010
+2023-03-23 05:53:54,737 - INFO - [Train] step: 138299, loss_mpn: 0.045336, loss_rec: 0.129150, loss_semantic: 1.180554, loss_idmrf: 5.849061, loss_adv_gen: -120.476715, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:54:27,026 - INFO - [Train] step: 138399, loss_adv_disc: -3.510386, lr_disc: 0.000010
+2023-03-23 05:54:27,240 - INFO - [Train] step: 138399, loss_mpn: 0.046650, loss_rec: 0.145564, loss_semantic: 1.322980, loss_idmrf: 7.206235, loss_adv_gen: -133.732651, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:54:59,162 - INFO - [Train] step: 138499, loss_adv_disc: -2.902781, lr_disc: 0.000010
+2023-03-23 05:54:59,356 - INFO - [Train] step: 138499, loss_mpn: 0.010217, loss_rec: 0.060480, loss_semantic: 0.756155, loss_idmrf: 3.194329, loss_adv_gen: -128.766907, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:55:30,944 - INFO - [Train] step: 138599, loss_adv_disc: 2.193217, lr_disc: 0.000010
+2023-03-23 05:55:31,153 - INFO - [Train] step: 138599, loss_mpn: 0.009103, loss_rec: 0.045878, loss_semantic: 0.480098, loss_idmrf: 2.159282, loss_adv_gen: -136.732483, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:56:02,785 - INFO - [Train] step: 138699, loss_adv_disc: -3.661666, lr_disc: 0.000010
+2023-03-23 05:56:02,994 - INFO - [Train] step: 138699, loss_mpn: 0.034523, loss_rec: 0.065671, loss_semantic: 0.929414, loss_idmrf: 8.144327, loss_adv_gen: -85.154694, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:56:34,705 - INFO - [Train] step: 138799, loss_adv_disc: -5.109853, lr_disc: 0.000010
+2023-03-23 05:56:34,908 - INFO - [Train] step: 138799, loss_mpn: 0.023376, loss_rec: 0.106497, loss_semantic: 0.974258, loss_idmrf: 4.368942, loss_adv_gen: -131.406677, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:57:06,635 - INFO - [Train] step: 138899, loss_adv_disc: -1.301824, lr_disc: 0.000010
+2023-03-23 05:57:06,848 - INFO - [Train] step: 138899, loss_mpn: 0.009706, loss_rec: 0.061216, loss_semantic: 0.700649, loss_idmrf: 2.565641, loss_adv_gen: -132.872604, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:57:38,891 - INFO - [Train] step: 138999, loss_adv_disc: -1.460912, lr_disc: 0.000010
+2023-03-23 05:57:39,103 - INFO - [Train] step: 138999, loss_mpn: 0.041733, loss_rec: 0.102031, loss_semantic: 1.021611, loss_idmrf: 4.693317, loss_adv_gen: -116.397339, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:58:32,498 - INFO - [Eval] step: 138999, bce: 0.052029, psnr: 22.907421, ssim: 0.784822, lpips: 0.168541
+2023-03-23 05:59:07,971 - INFO - [Train] step: 139099, loss_adv_disc: -1.070552, lr_disc: 0.000010
+2023-03-23 05:59:08,189 - INFO - [Train] step: 139099, loss_mpn: 0.016676, loss_rec: 0.053835, loss_semantic: 0.636601, loss_idmrf: 1.909531, loss_adv_gen: -104.534210, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:59:39,608 - INFO - [Train] step: 139199, loss_adv_disc: -13.651510, lr_disc: 0.000010
+2023-03-23 05:59:39,817 - INFO - [Train] step: 139199, loss_mpn: 0.033320, loss_rec: 0.118280, loss_semantic: 1.166497, loss_idmrf: 6.206191, loss_adv_gen: -84.608322, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:00:11,319 - INFO - [Train] step: 139299, loss_adv_disc: 4.984179, lr_disc: 0.000010
+2023-03-23 06:00:11,518 - INFO - [Train] step: 139299, loss_mpn: 0.008468, loss_rec: 0.052154, loss_semantic: 0.641828, loss_idmrf: 1.271369, loss_adv_gen: -159.379837, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:00:43,020 - INFO - [Train] step: 139399, loss_adv_disc: -1.916656, lr_disc: 0.000010
+2023-03-23 06:00:43,228 - INFO - [Train] step: 139399, loss_mpn: 0.018480, loss_rec: 0.063392, loss_semantic: 0.699790, loss_idmrf: 4.476062, loss_adv_gen: -89.108604, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:01:15,128 - INFO - [Train] step: 139499, loss_adv_disc: -10.354351, lr_disc: 0.000010
+2023-03-23 06:01:15,352 - INFO - [Train] step: 139499, loss_mpn: 0.039794, loss_rec: 0.101171, loss_semantic: 1.014528, loss_idmrf: 6.482087, loss_adv_gen: -87.279671, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:01:46,860 - INFO - [Train] step: 139599, loss_adv_disc: -5.873181, lr_disc: 0.000010
+2023-03-23 06:01:47,071 - INFO - [Train] step: 139599, loss_mpn: 0.021416, loss_rec: 0.098060, loss_semantic: 0.921036, loss_idmrf: 4.825218, loss_adv_gen: -144.906906, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:02:18,528 - INFO - [Train] step: 139699, loss_adv_disc: -5.084051, lr_disc: 0.000010
+2023-03-23 06:02:18,733 - INFO - [Train] step: 139699, loss_mpn: 0.032544, loss_rec: 0.133604, loss_semantic: 1.144903, loss_idmrf: 4.458810, loss_adv_gen: -146.491852, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:02:50,451 - INFO - [Train] step: 139799, loss_adv_disc: -1.450940, lr_disc: 0.000010
+2023-03-23 06:02:50,664 - INFO - [Train] step: 139799, loss_mpn: 0.020054, loss_rec: 0.070760, loss_semantic: 0.771204, loss_idmrf: 4.985176, loss_adv_gen: -111.211678, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:03:21,836 - INFO - [Train] step: 139899, loss_adv_disc: -2.664216, lr_disc: 0.000010
+2023-03-23 06:03:22,043 - INFO - [Train] step: 139899, loss_mpn: 0.014976, loss_rec: 0.072495, loss_semantic: 0.754433, loss_idmrf: 2.237711, loss_adv_gen: -116.976646, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:03:53,902 - INFO - [Train] step: 139999, loss_adv_disc: 0.390025, lr_disc: 0.000010
+2023-03-23 06:03:54,113 - INFO - [Train] step: 139999, loss_mpn: 0.028316, loss_rec: 0.100079, loss_semantic: 1.087906, loss_idmrf: 5.434747, loss_adv_gen: -128.939087, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:04:47,167 - INFO - [Eval] step: 139999, bce: 0.050156, psnr: 22.718014, ssim: 0.782095, lpips: 0.167406
+2023-03-23 06:05:22,848 - INFO - [Train] step: 140099, loss_adv_disc: 1.428190, lr_disc: 0.000010
+2023-03-23 06:05:23,056 - INFO - [Train] step: 140099, loss_mpn: 0.028616, loss_rec: 0.078317, loss_semantic: 0.861932, loss_idmrf: 5.158518, loss_adv_gen: -96.641418, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:05:54,286 - INFO - [Train] step: 140199, loss_adv_disc: -2.450290, lr_disc: 0.000010
+2023-03-23 06:05:54,488 - INFO - [Train] step: 140199, loss_mpn: 0.007012, loss_rec: 0.051905, loss_semantic: 0.581653, loss_idmrf: 2.265203, loss_adv_gen: -87.553238, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:06:26,419 - INFO - [Train] step: 140299, loss_adv_disc: -1.716393, lr_disc: 0.000010
+2023-03-23 06:06:26,628 - INFO - [Train] step: 140299, loss_mpn: 0.024581, loss_rec: 0.065447, loss_semantic: 0.678960, loss_idmrf: 3.637056, loss_adv_gen: -76.116966, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:06:58,491 - INFO - [Train] step: 140399, loss_adv_disc: -2.080513, lr_disc: 0.000010
+2023-03-23 06:06:58,697 - INFO - [Train] step: 140399, loss_mpn: 0.028866, loss_rec: 0.083517, loss_semantic: 0.744292, loss_idmrf: 3.670510, loss_adv_gen: -111.408127, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:07:30,063 - INFO - [Train] step: 140499, loss_adv_disc: -4.037535, lr_disc: 0.000010
+2023-03-23 06:07:30,274 - INFO - [Train] step: 140499, loss_mpn: 0.047027, loss_rec: 0.135763, loss_semantic: 1.312394, loss_idmrf: 6.320168, loss_adv_gen: -154.788528, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:08:02,070 - INFO - [Train] step: 140599, loss_adv_disc: -7.669382, lr_disc: 0.000010
+2023-03-23 06:08:02,282 - INFO - [Train] step: 140599, loss_mpn: 0.033152, loss_rec: 0.088176, loss_semantic: 0.985443, loss_idmrf: 5.989398, loss_adv_gen: -101.734589, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:08:34,137 - INFO - [Train] step: 140699, loss_adv_disc: 0.160653, lr_disc: 0.000010
+2023-03-23 06:08:34,344 - INFO - [Train] step: 140699, loss_mpn: 0.014827, loss_rec: 0.078156, loss_semantic: 0.712228, loss_idmrf: 3.593312, loss_adv_gen: -106.482635, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:09:05,606 - INFO - [Train] step: 140799, loss_adv_disc: -2.414128, lr_disc: 0.000010
+2023-03-23 06:09:05,815 - INFO - [Train] step: 140799, loss_mpn: 0.020857, loss_rec: 0.088675, loss_semantic: 0.877786, loss_idmrf: 4.787237, loss_adv_gen: -125.919289, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:09:37,642 - INFO - [Train] step: 140899, loss_adv_disc: -7.998375, lr_disc: 0.000010
+2023-03-23 06:09:37,850 - INFO - [Train] step: 140899, loss_mpn: 0.028536, loss_rec: 0.115038, loss_semantic: 1.031950, loss_idmrf: 4.495282, loss_adv_gen: -142.582230, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:10:09,741 - INFO - [Train] step: 140999, loss_adv_disc: -11.841736, lr_disc: 0.000010
+2023-03-23 06:10:09,952 - INFO - [Train] step: 140999, loss_mpn: 0.025252, loss_rec: 0.115411, loss_semantic: 1.210628, loss_idmrf: 6.907872, loss_adv_gen: -126.784042, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:11:03,446 - INFO - [Eval] step: 140999, bce: 0.051605, psnr: 22.824772, ssim: 0.782941, lpips: 0.167708
+2023-03-23 06:11:38,549 - INFO - [Train] step: 141099, loss_adv_disc: -2.468292, lr_disc: 0.000010
+2023-03-23 06:11:38,760 - INFO - [Train] step: 141099, loss_mpn: 0.041806, loss_rec: 0.104967, loss_semantic: 0.965861, loss_idmrf: 7.749912, loss_adv_gen: -93.410492, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:12:10,273 - INFO - [Train] step: 141199, loss_adv_disc: 1.012472, lr_disc: 0.000010
+2023-03-23 06:12:10,482 - INFO - [Train] step: 141199, loss_mpn: 0.014115, loss_rec: 0.034643, loss_semantic: 0.472774, loss_idmrf: 4.154217, loss_adv_gen: -93.762711, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:12:42,005 - INFO - [Train] step: 141299, loss_adv_disc: -6.721867, lr_disc: 0.000010
+2023-03-23 06:12:42,216 - INFO - [Train] step: 141299, loss_mpn: 0.016815, loss_rec: 0.106032, loss_semantic: 1.047093, loss_idmrf: 4.176147, loss_adv_gen: -122.311211, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:13:14,119 - INFO - [Train] step: 141399, loss_adv_disc: -5.171325, lr_disc: 0.000010
+2023-03-23 06:13:14,335 - INFO - [Train] step: 141399, loss_mpn: 0.035951, loss_rec: 0.127955, loss_semantic: 1.127131, loss_idmrf: 6.807929, loss_adv_gen: -93.497658, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:13:46,085 - INFO - [Train] step: 141499, loss_adv_disc: 2.032928, lr_disc: 0.000010
+2023-03-23 06:13:46,293 - INFO - [Train] step: 141499, loss_mpn: 0.010967, loss_rec: 0.059880, loss_semantic: 0.674170, loss_idmrf: 1.966947, loss_adv_gen: -152.114670, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:14:18,263 - INFO - [Train] step: 141599, loss_adv_disc: -4.046874, lr_disc: 0.000010
+2023-03-23 06:14:18,475 - INFO - [Train] step: 141599, loss_mpn: 0.014879, loss_rec: 0.048732, loss_semantic: 0.757996, loss_idmrf: 5.619148, loss_adv_gen: -54.732796, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:14:49,928 - INFO - [Train] step: 141699, loss_adv_disc: -3.676153, lr_disc: 0.000010
+2023-03-23 06:14:50,145 - INFO - [Train] step: 141699, loss_mpn: 0.023497, loss_rec: 0.078171, loss_semantic: 0.967065, loss_idmrf: 4.888053, loss_adv_gen: -87.152481, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:15:22,118 - INFO - [Train] step: 141799, loss_adv_disc: -2.470972, lr_disc: 0.000010
+2023-03-23 06:15:22,325 - INFO - [Train] step: 141799, loss_mpn: 0.035322, loss_rec: 0.076452, loss_semantic: 1.015474, loss_idmrf: 6.456271, loss_adv_gen: -65.664963, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:15:54,501 - INFO - [Train] step: 141899, loss_adv_disc: 1.461531, lr_disc: 0.000010
+2023-03-23 06:15:54,706 - INFO - [Train] step: 141899, loss_mpn: 0.035345, loss_rec: 0.090842, loss_semantic: 1.004066, loss_idmrf: 6.879040, loss_adv_gen: -111.224617, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:16:27,035 - INFO - [Train] step: 141999, loss_adv_disc: -14.151686, lr_disc: 0.000010
+2023-03-23 06:16:27,259 - INFO - [Train] step: 141999, loss_mpn: 0.019608, loss_rec: 0.116866, loss_semantic: 0.984343, loss_idmrf: 5.750848, loss_adv_gen: -138.340622, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:17:19,790 - INFO - [Eval] step: 141999, bce: 0.052509, psnr: 22.805120, ssim: 0.782971, lpips: 0.168224
+2023-03-23 06:17:54,587 - INFO - [Train] step: 142099, loss_adv_disc: 1.836381, lr_disc: 0.000010
+2023-03-23 06:17:54,798 - INFO - [Train] step: 142099, loss_mpn: 0.013245, loss_rec: 0.056738, loss_semantic: 0.681373, loss_idmrf: 3.555730, loss_adv_gen: -116.983887, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:18:26,821 - INFO - [Train] step: 142199, loss_adv_disc: -5.512383, lr_disc: 0.000010
+2023-03-23 06:18:27,029 - INFO - [Train] step: 142199, loss_mpn: 0.020220, loss_rec: 0.095372, loss_semantic: 0.829463, loss_idmrf: 3.939022, loss_adv_gen: -124.200722, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:18:58,359 - INFO - [Train] step: 142299, loss_adv_disc: -4.366894, lr_disc: 0.000010
+2023-03-23 06:18:58,567 - INFO - [Train] step: 142299, loss_mpn: 0.020981, loss_rec: 0.070229, loss_semantic: 0.723589, loss_idmrf: 3.684443, loss_adv_gen: -111.738472, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:19:30,219 - INFO - [Train] step: 142399, loss_adv_disc: -7.569475, lr_disc: 0.000010
+2023-03-23 06:19:30,430 - INFO - [Train] step: 142399, loss_mpn: 0.021679, loss_rec: 0.093756, loss_semantic: 0.948883, loss_idmrf: 5.946385, loss_adv_gen: -109.419998, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:20:01,933 - INFO - [Train] step: 142499, loss_adv_disc: 3.558365, lr_disc: 0.000010
+2023-03-23 06:20:02,139 - INFO - [Train] step: 142499, loss_mpn: 0.013545, loss_rec: 0.039859, loss_semantic: 0.561509, loss_idmrf: 2.600920, loss_adv_gen: -98.133858, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:20:33,289 - INFO - [Train] step: 142599, loss_adv_disc: 0.819660, lr_disc: 0.000010
+2023-03-23 06:20:33,500 - INFO - [Train] step: 142599, loss_mpn: 0.014756, loss_rec: 0.078718, loss_semantic: 0.879615, loss_idmrf: 3.746149, loss_adv_gen: -103.021927, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:21:05,631 - INFO - [Train] step: 142699, loss_adv_disc: -1.184885, lr_disc: 0.000010
+2023-03-23 06:21:05,844 - INFO - [Train] step: 142699, loss_mpn: 0.021196, loss_rec: 0.059732, loss_semantic: 0.664010, loss_idmrf: 4.392262, loss_adv_gen: -71.236984, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:21:37,613 - INFO - [Train] step: 142799, loss_adv_disc: -14.333849, lr_disc: 0.000010
+2023-03-23 06:21:37,823 - INFO - [Train] step: 142799, loss_mpn: 0.044076, loss_rec: 0.131122, loss_semantic: 1.327274, loss_idmrf: 6.691554, loss_adv_gen: -105.347794, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:22:10,436 - INFO - [Train] step: 142899, loss_adv_disc: -10.005137, lr_disc: 0.000010
+2023-03-23 06:22:10,641 - INFO - [Train] step: 142899, loss_mpn: 0.039733, loss_rec: 0.082291, loss_semantic: 0.691545, loss_idmrf: 6.021863, loss_adv_gen: -84.773987, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:22:43,066 - INFO - [Train] step: 142999, loss_adv_disc: 1.399880, lr_disc: 0.000010
+2023-03-23 06:22:43,268 - INFO - [Train] step: 142999, loss_mpn: 0.025891, loss_rec: 0.075646, loss_semantic: 0.778798, loss_idmrf: 3.515528, loss_adv_gen: -97.155258, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:23:35,770 - INFO - [Eval] step: 142999, bce: 0.050916, psnr: 22.857319, ssim: 0.783533, lpips: 0.167408
+2023-03-23 06:24:11,016 - INFO - [Train] step: 143099, loss_adv_disc: -3.152357, lr_disc: 0.000010
+2023-03-23 06:24:11,225 - INFO - [Train] step: 143099, loss_mpn: 0.029365, loss_rec: 0.117428, loss_semantic: 1.106943, loss_idmrf: 3.704488, loss_adv_gen: -137.417847, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:24:43,058 - INFO - [Train] step: 143199, loss_adv_disc: -0.148548, lr_disc: 0.000010
+2023-03-23 06:24:43,267 - INFO - [Train] step: 143199, loss_mpn: 0.024541, loss_rec: 0.083957, loss_semantic: 0.962832, loss_idmrf: 4.853631, loss_adv_gen: -131.714661, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:25:14,995 - INFO - [Train] step: 143299, loss_adv_disc: 2.525668, lr_disc: 0.000010
+2023-03-23 06:25:15,204 - INFO - [Train] step: 143299, loss_mpn: 0.032263, loss_rec: 0.059730, loss_semantic: 0.740567, loss_idmrf: 4.510231, loss_adv_gen: -67.453423, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:25:47,076 - INFO - [Train] step: 143399, loss_adv_disc: 3.388490, lr_disc: 0.000010
+2023-03-23 06:25:47,285 - INFO - [Train] step: 143399, loss_mpn: 0.041105, loss_rec: 0.130505, loss_semantic: 1.272431, loss_idmrf: 7.083560, loss_adv_gen: -120.978813, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:26:18,991 - INFO - [Train] step: 143499, loss_adv_disc: 0.941975, lr_disc: 0.000010
+2023-03-23 06:26:19,201 - INFO - [Train] step: 143499, loss_mpn: 0.004048, loss_rec: 0.022812, loss_semantic: 0.337628, loss_idmrf: 2.335144, loss_adv_gen: -64.127380, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:26:50,229 - INFO - [Train] step: 143599, loss_adv_disc: 9.729877, lr_disc: 0.000010
+2023-03-23 06:26:50,438 - INFO - [Train] step: 143599, loss_mpn: 0.194613, loss_rec: 0.153530, loss_semantic: 1.163188, loss_idmrf: 8.768940, loss_adv_gen: -128.762634, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:27:22,388 - INFO - [Train] step: 143699, loss_adv_disc: -12.674662, lr_disc: 0.000010
+2023-03-23 06:27:22,595 - INFO - [Train] step: 143699, loss_mpn: 0.052294, loss_rec: 0.194249, loss_semantic: 1.352254, loss_idmrf: 6.185390, loss_adv_gen: -103.789322, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:27:54,530 - INFO - [Train] step: 143799, loss_adv_disc: 1.522257, lr_disc: 0.000010
+2023-03-23 06:27:54,738 - INFO - [Train] step: 143799, loss_mpn: 0.005296, loss_rec: 0.044273, loss_semantic: 0.622805, loss_idmrf: 2.428248, loss_adv_gen: -114.752411, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:28:26,415 - INFO - [Train] step: 143899, loss_adv_disc: -1.520740, lr_disc: 0.000010
+2023-03-23 06:28:26,628 - INFO - [Train] step: 143899, loss_mpn: 0.043166, loss_rec: 0.104816, loss_semantic: 1.180249, loss_idmrf: 11.518732, loss_adv_gen: -97.371429, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:28:58,989 - INFO - [Train] step: 143999, loss_adv_disc: -1.977211, lr_disc: 0.000010
+2023-03-23 06:28:59,199 - INFO - [Train] step: 143999, loss_mpn: 0.033354, loss_rec: 0.121465, loss_semantic: 1.061335, loss_idmrf: 7.272000, loss_adv_gen: -135.324554, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:29:52,325 - INFO - [Eval] step: 143999, bce: 0.050798, psnr: 22.731415, ssim: 0.780208, lpips: 0.169175
+2023-03-23 06:30:28,062 - INFO - [Train] step: 144099, loss_adv_disc: -5.199166, lr_disc: 0.000010
+2023-03-23 06:30:28,274 - INFO - [Train] step: 144099, loss_mpn: 0.010804, loss_rec: 0.061025, loss_semantic: 0.663318, loss_idmrf: 2.834071, loss_adv_gen: -125.776123, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:30:59,610 - INFO - [Train] step: 144199, loss_adv_disc: 2.385914, lr_disc: 0.000010
+2023-03-23 06:30:59,815 - INFO - [Train] step: 144199, loss_mpn: 0.016233, loss_rec: 0.069236, loss_semantic: 0.869331, loss_idmrf: 4.250385, loss_adv_gen: -120.209702, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:31:31,362 - INFO - [Train] step: 144299, loss_adv_disc: 1.281575, lr_disc: 0.000010
+2023-03-23 06:31:31,572 - INFO - [Train] step: 144299, loss_mpn: 0.019485, loss_rec: 0.072088, loss_semantic: 0.734251, loss_idmrf: 1.752618, loss_adv_gen: -149.961670, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:32:03,604 - INFO - [Train] step: 144399, loss_adv_disc: -6.509909, lr_disc: 0.000010
+2023-03-23 06:32:03,811 - INFO - [Train] step: 144399, loss_mpn: 0.022044, loss_rec: 0.081289, loss_semantic: 0.814860, loss_idmrf: 4.655608, loss_adv_gen: -84.744415, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:32:35,284 - INFO - [Train] step: 144499, loss_adv_disc: -0.526202, lr_disc: 0.000010
+2023-03-23 06:32:35,496 - INFO - [Train] step: 144499, loss_mpn: 0.013144, loss_rec: 0.089962, loss_semantic: 1.045538, loss_idmrf: 3.918051, loss_adv_gen: -111.275154, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:33:07,213 - INFO - [Train] step: 144599, loss_adv_disc: -8.837590, lr_disc: 0.000010
+2023-03-23 06:33:07,421 - INFO - [Train] step: 144599, loss_mpn: 0.039415, loss_rec: 0.082500, loss_semantic: 0.901629, loss_idmrf: 7.166480, loss_adv_gen: -62.325638, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:33:39,268 - INFO - [Train] step: 144699, loss_adv_disc: -2.726907, lr_disc: 0.000010
+2023-03-23 06:33:39,478 - INFO - [Train] step: 144699, loss_mpn: 0.012769, loss_rec: 0.034936, loss_semantic: 0.501564, loss_idmrf: 4.386559, loss_adv_gen: -36.918945, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:34:10,373 - INFO - [Train] step: 144799, loss_adv_disc: 0.402997, lr_disc: 0.000010
+2023-03-23 06:34:10,578 - INFO - [Train] step: 144799, loss_mpn: 0.020091, loss_rec: 0.047806, loss_semantic: 0.615799, loss_idmrf: 2.493791, loss_adv_gen: -92.008148, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:34:42,717 - INFO - [Train] step: 144899, loss_adv_disc: 2.237762, lr_disc: 0.000010
+2023-03-23 06:34:42,923 - INFO - [Train] step: 144899, loss_mpn: 0.014762, loss_rec: 0.068406, loss_semantic: 0.744858, loss_idmrf: 5.410719, loss_adv_gen: -53.295593, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:35:15,710 - INFO - [Train] step: 144999, loss_adv_disc: -6.743025, lr_disc: 0.000010
+2023-03-23 06:35:15,915 - INFO - [Train] step: 144999, loss_mpn: 0.036525, loss_rec: 0.091653, loss_semantic: 0.850940, loss_idmrf: 7.602790, loss_adv_gen: -72.408188, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:36:08,274 - INFO - [Eval] step: 144999, bce: 0.050648, psnr: 22.771532, ssim: 0.786389, lpips: 0.167794
+2023-03-23 06:36:43,334 - INFO - [Train] step: 145099, loss_adv_disc: -2.385014, lr_disc: 0.000010
+2023-03-23 06:36:43,539 - INFO - [Train] step: 145099, loss_mpn: 0.014575, loss_rec: 0.050700, loss_semantic: 0.654810, loss_idmrf: 2.751411, loss_adv_gen: -78.905960, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:37:14,742 - INFO - [Train] step: 145199, loss_adv_disc: -5.380617, lr_disc: 0.000010
+2023-03-23 06:37:14,949 - INFO - [Train] step: 145199, loss_mpn: 0.030702, loss_rec: 0.094827, loss_semantic: 0.835566, loss_idmrf: 3.591890, loss_adv_gen: -124.272430, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:37:46,775 - INFO - [Train] step: 145299, loss_adv_disc: -21.739393, lr_disc: 0.000010
+2023-03-23 06:37:46,981 - INFO - [Train] step: 145299, loss_mpn: 0.061486, loss_rec: 0.165221, loss_semantic: 1.341429, loss_idmrf: 11.742395, loss_adv_gen: -100.235954, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:38:18,798 - INFO - [Train] step: 145399, loss_adv_disc: -3.532046, lr_disc: 0.000010
+2023-03-23 06:38:19,003 - INFO - [Train] step: 145399, loss_mpn: 0.047435, loss_rec: 0.069660, loss_semantic: 0.870687, loss_idmrf: 7.047236, loss_adv_gen: -59.719009, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:38:50,735 - INFO - [Train] step: 145499, loss_adv_disc: -0.720588, lr_disc: 0.000010
+2023-03-23 06:38:50,939 - INFO - [Train] step: 145499, loss_mpn: 0.015152, loss_rec: 0.048252, loss_semantic: 0.567391, loss_idmrf: 4.843920, loss_adv_gen: -54.196770, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:39:23,112 - INFO - [Train] step: 145599, loss_adv_disc: -6.106359, lr_disc: 0.000010
+2023-03-23 06:39:23,323 - INFO - [Train] step: 145599, loss_mpn: 0.014711, loss_rec: 0.081879, loss_semantic: 0.788600, loss_idmrf: 2.085024, loss_adv_gen: -148.151917, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:39:55,059 - INFO - [Train] step: 145699, loss_adv_disc: -3.661277, lr_disc: 0.000010
+2023-03-23 06:39:55,269 - INFO - [Train] step: 145699, loss_mpn: 0.010477, loss_rec: 0.061877, loss_semantic: 0.668939, loss_idmrf: 2.197131, loss_adv_gen: -91.615631, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:40:27,886 - INFO - [Train] step: 145799, loss_adv_disc: 0.837960, lr_disc: 0.000010
+2023-03-23 06:40:28,094 - INFO - [Train] step: 145799, loss_mpn: 0.008925, loss_rec: 0.046532, loss_semantic: 0.556089, loss_idmrf: 2.001254, loss_adv_gen: -100.613464, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:41:00,962 - INFO - [Train] step: 145899, loss_adv_disc: -1.944514, lr_disc: 0.000010
+2023-03-23 06:41:01,172 - INFO - [Train] step: 145899, loss_mpn: 0.012497, loss_rec: 0.038859, loss_semantic: 0.534316, loss_idmrf: 2.702005, loss_adv_gen: -67.358192, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:41:33,850 - INFO - [Train] step: 145999, loss_adv_disc: -4.556806, lr_disc: 0.000010
+2023-03-23 06:41:34,061 - INFO - [Train] step: 145999, loss_mpn: 0.018922, loss_rec: 0.078773, loss_semantic: 1.000272, loss_idmrf: 4.351043, loss_adv_gen: -102.821556, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:42:26,026 - INFO - [Eval] step: 145999, bce: 0.050717, psnr: 23.021500, ssim: 0.787805, lpips: 0.167979
+2023-03-23 06:43:01,410 - INFO - [Train] step: 146099, loss_adv_disc: 2.225124, lr_disc: 0.000010
+2023-03-23 06:43:01,613 - INFO - [Train] step: 146099, loss_mpn: 0.010412, loss_rec: 0.068305, loss_semantic: 0.682938, loss_idmrf: 2.419550, loss_adv_gen: -116.785324, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:43:33,425 - INFO - [Train] step: 146199, loss_adv_disc: 2.206823, lr_disc: 0.000010
+2023-03-23 06:43:33,635 - INFO - [Train] step: 146199, loss_mpn: 0.007127, loss_rec: 0.029971, loss_semantic: 0.416263, loss_idmrf: 3.101948, loss_adv_gen: -70.876053, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:44:05,296 - INFO - [Train] step: 146299, loss_adv_disc: -0.225962, lr_disc: 0.000010
+2023-03-23 06:44:05,503 - INFO - [Train] step: 146299, loss_mpn: 0.017545, loss_rec: 0.079567, loss_semantic: 0.894022, loss_idmrf: 3.909512, loss_adv_gen: -141.774796, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:44:37,152 - INFO - [Train] step: 146399, loss_adv_disc: 0.490103, lr_disc: 0.000010
+2023-03-23 06:44:37,363 - INFO - [Train] step: 146399, loss_mpn: 0.020614, loss_rec: 0.071606, loss_semantic: 0.818051, loss_idmrf: 4.619170, loss_adv_gen: -84.628555, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:45:09,438 - INFO - [Train] step: 146499, loss_adv_disc: -0.424791, lr_disc: 0.000010
+2023-03-23 06:45:09,655 - INFO - [Train] step: 146499, loss_mpn: 0.004988, loss_rec: 0.033454, loss_semantic: 0.436544, loss_idmrf: 2.023535, loss_adv_gen: -92.256195, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:45:42,411 - INFO - [Train] step: 146599, loss_adv_disc: -5.647631, lr_disc: 0.000010
+2023-03-23 06:45:42,621 - INFO - [Train] step: 146599, loss_mpn: 0.011520, loss_rec: 0.053248, loss_semantic: 0.587548, loss_idmrf: 3.730848, loss_adv_gen: -74.985947, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:46:14,012 - INFO - [Train] step: 146699, loss_adv_disc: 1.829186, lr_disc: 0.000010
+2023-03-23 06:46:14,223 - INFO - [Train] step: 146699, loss_mpn: 0.004546, loss_rec: 0.035695, loss_semantic: 0.527351, loss_idmrf: 1.401424, loss_adv_gen: -84.783813, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:46:45,559 - INFO - [Train] step: 146799, loss_adv_disc: -15.354147, lr_disc: 0.000010
+2023-03-23 06:46:45,770 - INFO - [Train] step: 146799, loss_mpn: 0.024548, loss_rec: 0.123710, loss_semantic: 1.235935, loss_idmrf: 5.386864, loss_adv_gen: -157.833969, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:47:18,397 - INFO - [Train] step: 146899, loss_adv_disc: -1.244556, lr_disc: 0.000010
+2023-03-23 06:47:18,607 - INFO - [Train] step: 146899, loss_mpn: 0.020718, loss_rec: 0.058855, loss_semantic: 0.807988, loss_idmrf: 4.229505, loss_adv_gen: -65.260101, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:47:50,617 - INFO - [Train] step: 146999, loss_adv_disc: -7.349132, lr_disc: 0.000010
+2023-03-23 06:47:50,831 - INFO - [Train] step: 146999, loss_mpn: 0.008979, loss_rec: 0.097643, loss_semantic: 1.118850, loss_idmrf: 2.773792, loss_adv_gen: -158.302231, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:48:42,568 - INFO - [Eval] step: 146999, bce: 0.053974, psnr: 22.881855, ssim: 0.784433, lpips: 0.168024
+2023-03-23 06:49:17,332 - INFO - [Train] step: 147099, loss_adv_disc: 0.879758, lr_disc: 0.000010
+2023-03-23 06:49:17,540 - INFO - [Train] step: 147099, loss_mpn: 0.019032, loss_rec: 0.028090, loss_semantic: 0.446635, loss_idmrf: 6.350417, loss_adv_gen: -52.821236, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:49:49,140 - INFO - [Train] step: 147199, loss_adv_disc: 0.820799, lr_disc: 0.000010
+2023-03-23 06:49:49,351 - INFO - [Train] step: 147199, loss_mpn: 0.024132, loss_rec: 0.087431, loss_semantic: 0.943301, loss_idmrf: 7.060527, loss_adv_gen: -60.328094, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:50:20,436 - INFO - [Train] step: 147299, loss_adv_disc: -5.928939, lr_disc: 0.000010
+2023-03-23 06:50:20,642 - INFO - [Train] step: 147299, loss_mpn: 0.012318, loss_rec: 0.036254, loss_semantic: 0.481366, loss_idmrf: 5.482348, loss_adv_gen: -30.928535, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:50:52,068 - INFO - [Train] step: 147399, loss_adv_disc: -9.076359, lr_disc: 0.000010
+2023-03-23 06:50:52,279 - INFO - [Train] step: 147399, loss_mpn: 0.024223, loss_rec: 0.092263, loss_semantic: 1.143751, loss_idmrf: 4.838361, loss_adv_gen: -92.144920, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:51:24,109 - INFO - [Train] step: 147499, loss_adv_disc: 3.541895, lr_disc: 0.000010
+2023-03-23 06:51:24,318 - INFO - [Train] step: 147499, loss_mpn: 0.007952, loss_rec: 0.032741, loss_semantic: 0.426269, loss_idmrf: 1.652098, loss_adv_gen: -86.975044, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:51:55,797 - INFO - [Train] step: 147599, loss_adv_disc: 6.072390, lr_disc: 0.000010
+2023-03-23 06:51:56,006 - INFO - [Train] step: 147599, loss_mpn: 0.020493, loss_rec: 0.072709, loss_semantic: 0.646754, loss_idmrf: 2.855968, loss_adv_gen: -106.604065, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:52:27,174 - INFO - [Train] step: 147699, loss_adv_disc: -6.488153, lr_disc: 0.000010
+2023-03-23 06:52:27,381 - INFO - [Train] step: 147699, loss_mpn: 0.029618, loss_rec: 0.082707, loss_semantic: 0.901257, loss_idmrf: 4.155128, loss_adv_gen: -77.653671, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:52:59,798 - INFO - [Train] step: 147799, loss_adv_disc: -1.633698, lr_disc: 0.000010
+2023-03-23 06:53:00,003 - INFO - [Train] step: 147799, loss_mpn: 0.030894, loss_rec: 0.085611, loss_semantic: 0.741143, loss_idmrf: 4.485772, loss_adv_gen: -91.062195, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:53:31,045 - INFO - [Train] step: 147899, loss_adv_disc: 5.077049, lr_disc: 0.000010
+2023-03-23 06:53:31,260 - INFO - [Train] step: 147899, loss_mpn: 0.012346, loss_rec: 0.060736, loss_semantic: 0.721245, loss_idmrf: 2.402081, loss_adv_gen: -125.344551, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:54:02,726 - INFO - [Train] step: 147999, loss_adv_disc: -7.138899, lr_disc: 0.000010
+2023-03-23 06:54:02,929 - INFO - [Train] step: 147999, loss_mpn: 0.019010, loss_rec: 0.051889, loss_semantic: 0.669276, loss_idmrf: 4.288667, loss_adv_gen: -18.154068, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:54:53,952 - INFO - [Eval] step: 147999, bce: 0.051585, psnr: 22.616470, ssim: 0.776772, lpips: 0.170893
+2023-03-23 06:55:28,698 - INFO - [Train] step: 148099, loss_adv_disc: 2.399059, lr_disc: 0.000010
+2023-03-23 06:55:28,904 - INFO - [Train] step: 148099, loss_mpn: 0.003664, loss_rec: 0.035728, loss_semantic: 0.517141, loss_idmrf: 1.451689, loss_adv_gen: -94.030029, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:55:59,431 - INFO - [Train] step: 148199, loss_adv_disc: -3.445248, lr_disc: 0.000010
+2023-03-23 06:55:59,633 - INFO - [Train] step: 148199, loss_mpn: 0.045519, loss_rec: 0.115479, loss_semantic: 1.028046, loss_idmrf: 8.363981, loss_adv_gen: -71.509705, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:56:30,352 - INFO - [Train] step: 148299, loss_adv_disc: 1.191164, lr_disc: 0.000010
+2023-03-23 06:56:30,553 - INFO - [Train] step: 148299, loss_mpn: 0.015045, loss_rec: 0.066857, loss_semantic: 0.724316, loss_idmrf: 3.123484, loss_adv_gen: -113.770943, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:57:01,650 - INFO - [Train] step: 148399, loss_adv_disc: 3.083023, lr_disc: 0.000010
+2023-03-23 06:57:01,853 - INFO - [Train] step: 148399, loss_mpn: 0.019071, loss_rec: 0.104975, loss_semantic: 1.214818, loss_idmrf: 3.075923, loss_adv_gen: -139.445236, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:57:32,601 - INFO - [Train] step: 148499, loss_adv_disc: -10.532948, lr_disc: 0.000010
+2023-03-23 06:57:32,807 - INFO - [Train] step: 148499, loss_mpn: 0.075793, loss_rec: 0.133469, loss_semantic: 1.368135, loss_idmrf: 10.274659, loss_adv_gen: -97.881866, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:58:03,360 - INFO - [Train] step: 148599, loss_adv_disc: 0.819791, lr_disc: 0.000010
+2023-03-23 06:58:03,565 - INFO - [Train] step: 148599, loss_mpn: 0.009766, loss_rec: 0.047647, loss_semantic: 0.689209, loss_idmrf: 2.906583, loss_adv_gen: -94.646362, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:58:34,165 - INFO - [Train] step: 148699, loss_adv_disc: -5.605838, lr_disc: 0.000010
+2023-03-23 06:58:34,375 - INFO - [Train] step: 148699, loss_mpn: 0.022701, loss_rec: 0.087698, loss_semantic: 0.829388, loss_idmrf: 4.609350, loss_adv_gen: -79.287697, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:59:05,877 - INFO - [Train] step: 148799, loss_adv_disc: -1.329815, lr_disc: 0.000010
+2023-03-23 06:59:06,083 - INFO - [Train] step: 148799, loss_mpn: 0.007735, loss_rec: 0.051835, loss_semantic: 0.639862, loss_idmrf: 3.250833, loss_adv_gen: -83.453262, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:59:36,783 - INFO - [Train] step: 148899, loss_adv_disc: -10.149870, lr_disc: 0.000010
+2023-03-23 06:59:36,987 - INFO - [Train] step: 148899, loss_mpn: 0.027794, loss_rec: 0.093300, loss_semantic: 0.936103, loss_idmrf: 4.460218, loss_adv_gen: -113.480949, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 07:00:07,823 - INFO - [Train] step: 148999, loss_adv_disc: 3.467443, lr_disc: 0.000010
+2023-03-23 07:00:08,027 - INFO - [Train] step: 148999, loss_mpn: 0.009774, loss_rec: 0.088233, loss_semantic: 0.866299, loss_idmrf: 2.069429, loss_adv_gen: -176.116745, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 07:00:59,895 - INFO - [Eval] step: 148999, bce: 0.051729, psnr: 22.674006, ssim: 0.780117, lpips: 0.168511
+2023-03-23 07:01:34,222 - INFO - [Train] step: 149099, loss_adv_disc: -1.218916, lr_disc: 0.000010
+2023-03-23 07:01:34,426 - INFO - [Train] step: 149099, loss_mpn: 0.015251, loss_rec: 0.045452, loss_semantic: 0.620109, loss_idmrf: 6.146339, loss_adv_gen: -57.627029, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 07:02:05,721 - INFO - [Train] step: 149199, loss_adv_disc: 1.950325, lr_disc: 0.000010
+2023-03-23 07:02:05,929 - INFO - [Train] step: 149199, loss_mpn: 0.025522, loss_rec: 0.079721, loss_semantic: 0.796440, loss_idmrf: 6.900553, loss_adv_gen: -112.141617, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 07:02:37,084 - INFO - [Train] step: 149299, loss_adv_disc: -5.121900, lr_disc: 0.000010
+2023-03-23 07:02:37,296 - INFO - [Train] step: 149299, loss_mpn: 0.053748, loss_rec: 0.115275, loss_semantic: 1.038121, loss_idmrf: 8.729461, loss_adv_gen: -59.748581, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 07:03:08,463 - INFO - [Train] step: 149399, loss_adv_disc: 3.410864, lr_disc: 0.000010
+2023-03-23 07:03:08,669 - INFO - [Train] step: 149399, loss_mpn: 0.010979, loss_rec: 0.041064, loss_semantic: 0.444307, loss_idmrf: 3.202871, loss_adv_gen: -74.237320, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 07:03:39,353 - INFO - [Train] step: 149499, loss_adv_disc: -0.393770, lr_disc: 0.000010
+2023-03-23 07:03:39,559 - INFO - [Train] step: 149499, loss_mpn: 0.023733, loss_rec: 0.059139, loss_semantic: 0.651110, loss_idmrf: 4.373278, loss_adv_gen: -108.256126, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 07:04:10,052 - INFO - [Train] step: 149599, loss_adv_disc: -8.545549, lr_disc: 0.000010
+2023-03-23 07:04:10,259 - INFO - [Train] step: 149599, loss_mpn: 0.029966, loss_rec: 0.097683, loss_semantic: 1.032258, loss_idmrf: 6.975075, loss_adv_gen: -72.181656, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 07:04:41,468 - INFO - [Train] step: 149699, loss_adv_disc: 1.013730, lr_disc: 0.000010
+2023-03-23 07:04:41,669 - INFO - [Train] step: 149699, loss_mpn: 0.020156, loss_rec: 0.044808, loss_semantic: 0.548063, loss_idmrf: 2.865103, loss_adv_gen: -68.311066, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 07:05:12,605 - INFO - [Train] step: 149799, loss_adv_disc: -2.499064, lr_disc: 0.000010
+2023-03-23 07:05:12,804 - INFO - [Train] step: 149799, loss_mpn: 0.024837, loss_rec: 0.073861, loss_semantic: 0.839130, loss_idmrf: 3.874797, loss_adv_gen: -102.770302, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 07:05:43,826 - INFO - [Train] step: 149899, loss_adv_disc: -14.477768, lr_disc: 0.000010
+2023-03-23 07:05:44,031 - INFO - [Train] step: 149899, loss_mpn: 0.048059, loss_rec: 0.162947, loss_semantic: 1.325877, loss_idmrf: 7.653320, loss_adv_gen: -159.810059, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 07:06:14,802 - INFO - [Train] step: 149999, loss_adv_disc: -5.600706, lr_disc: 0.000010
+2023-03-23 07:06:15,005 - INFO - [Train] step: 149999, loss_mpn: 0.033535, loss_rec: 0.116646, loss_semantic: 1.075258, loss_idmrf: 8.155316, loss_adv_gen: -126.529922, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 07:07:06,089 - INFO - [Eval] step: 149999, bce: 0.051747, psnr: 22.791842, ssim: 0.782325, lpips: 0.169902
+2023-03-23 07:07:10,123 - INFO - End of training
diff --git a/joint_imagenet_brush_realnoise/samples/step149999.png b/joint_imagenet_brush_realnoise/samples/step149999.png
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diff --git a/joint_imagenet_brush_realnoise/tensorboard/events.out.tfevents.1679469675.admin.cluster.local.8096.0 b/joint_imagenet_brush_realnoise/tensorboard/events.out.tfevents.1679469675.admin.cluster.local.8096.0
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diff --git a/joint_imagenet_maskdir_realnoise/ckpt/step149999/meta.pt b/joint_imagenet_maskdir_realnoise/ckpt/step149999/meta.pt
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diff --git a/joint_imagenet_maskdir_realnoise/config-2023-03-22-15-21-14.yaml b/joint_imagenet_maskdir_realnoise/config-2023-03-22-15-21-14.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..ac81ea36de6d149e9feb546fbbfd6f7d98910667
--- /dev/null
+++ b/joint_imagenet_maskdir_realnoise/config-2023-03-22-15-21-14.yaml
@@ -0,0 +1,58 @@
+data:
+  dataroot: /amax/xyf/data/ImageNet/
+  img_size: 256
+  name: ImageNet
+dataloader:
+  micro_batch: 0
+  num_workers: 4
+  pin_memory: true
+  prefetch_factor: 2
+mask:
+  dir_invert_color: true
+  dir_path: /amax/xyf/data/NVIDIAIrregularMaskDataset/train/
+  mask_type: dir
+  noise_type: real
+  real_dataset:
+  - dataroot: /amax/xyf/data/Places365/
+    img_size: 256
+    name: Places365
+  smooth_kernel_size: 13
+  smooth_sigma: 3
+  smooth_type: gaussian
+model:
+  mpn:
+    base_n_channels: 64
+    neck_n_channels: 128
+  rin:
+    base_n_channels: 32
+    neck_n_channels: 128
+seed: 1234
+train:
+  batch_size: 4
+  coef_adv: 0.001
+  coef_idmrf: 0.001
+  coef_mpn: 2.0
+  coef_rec: 1.4
+  coef_semantic: 0.0001
+  eval_freq: 1000
+  n_steps: 150000
+  optim_disc:
+    betas:
+    - 0.5
+    - 0.9
+    lr: 1.0e-05
+  optim_mpn:
+    betas:
+    - 0.5
+    - 0.9
+    lr: 1.0e-05
+  optim_rin:
+    betas:
+    - 0.5
+    - 0.9
+    lr: 1.0e-05
+  pretrained: ./runs/separate_imagenet_maskdir_realnoise/ckpt/step149999/model.pt
+  print_freq: 100
+  resume: null
+  sample_freq: 1000
+  save_freq: 5000
diff --git a/joint_imagenet_maskdir_realnoise/output-2023-03-22-15-21-14.log b/joint_imagenet_maskdir_realnoise/output-2023-03-22-15-21-14.log
new file mode 100644
index 0000000000000000000000000000000000000000..60d27def18d02c6be61b21fd84006859ade6061a
--- /dev/null
+++ b/joint_imagenet_maskdir_realnoise/output-2023-03-22-15-21-14.log
@@ -0,0 +1,3161 @@
+2023-03-22 15:21:18,247 - INFO - Experiment directory: ./runs/joint_imagenet_maskdir_realnoise/
+2023-03-22 15:21:18,249 - INFO - Number of processes: 2
+2023-03-22 15:21:18,249 - INFO - Distributed type: MULTI_GPU
+2023-03-22 15:21:18,250 - INFO - Mixed precision: no
+2023-03-22 15:21:30,120 - INFO - Size of training set: 1281167
+2023-03-22 15:21:30,121 - INFO - Size of validation set: 5000
+2023-03-22 15:21:30,121 - INFO - Batch size per process: 2
+2023-03-22 15:21:30,121 - INFO - Total batch size: 4
+2023-03-22 15:21:32,306 - INFO - Successfully load mpn and rin from ./runs/separate_imagenet_maskdir_realnoise/ckpt/step149999/model.pt
+2023-03-22 15:21:34,725 - INFO - Start training...
+2023-03-22 15:22:07,035 - INFO - [Train] step: 99, loss_adv_disc: 7.271700, lr_disc: 0.000010
+2023-03-22 15:22:07,220 - INFO - [Train] step: 99, loss_mpn: 0.027991, loss_rec: 0.084239, loss_semantic: 0.870162, loss_idmrf: 6.153924, loss_adv_gen: -82.223083, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:22:36,326 - INFO - [Train] step: 199, loss_adv_disc: 3.984062, lr_disc: 0.000010
+2023-03-22 15:22:36,519 - INFO - [Train] step: 199, loss_mpn: 0.017172, loss_rec: 0.031137, loss_semantic: 0.390006, loss_idmrf: 5.144918, loss_adv_gen: -86.561958, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:23:07,141 - INFO - [Train] step: 299, loss_adv_disc: 4.205288, lr_disc: 0.000010
+2023-03-22 15:23:07,341 - INFO - [Train] step: 299, loss_mpn: 0.039052, loss_rec: 0.034938, loss_semantic: 0.499292, loss_idmrf: 1.461058, loss_adv_gen: -89.582703, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:23:38,047 - INFO - [Train] step: 399, loss_adv_disc: -0.573577, lr_disc: 0.000010
+2023-03-22 15:23:38,246 - INFO - [Train] step: 399, loss_mpn: 0.050916, loss_rec: 0.037356, loss_semantic: 0.481609, loss_idmrf: 4.553742, loss_adv_gen: -50.762089, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:24:08,846 - INFO - [Train] step: 499, loss_adv_disc: 0.219227, lr_disc: 0.000010
+2023-03-22 15:24:09,048 - INFO - [Train] step: 499, loss_mpn: 0.010034, loss_rec: 0.045597, loss_semantic: 0.604333, loss_idmrf: 2.260594, loss_adv_gen: -91.749405, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:24:39,826 - INFO - [Train] step: 599, loss_adv_disc: -5.415572, lr_disc: 0.000010
+2023-03-22 15:24:40,028 - INFO - [Train] step: 599, loss_mpn: 0.027992, loss_rec: 0.074423, loss_semantic: 0.826705, loss_idmrf: 4.637825, loss_adv_gen: -94.183495, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:25:10,960 - INFO - [Train] step: 699, loss_adv_disc: -12.563003, lr_disc: 0.000010
+2023-03-22 15:25:11,158 - INFO - [Train] step: 699, loss_mpn: 0.011377, loss_rec: 0.078862, loss_semantic: 0.771564, loss_idmrf: 3.296735, loss_adv_gen: -104.487320, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:25:42,492 - INFO - [Train] step: 799, loss_adv_disc: -7.105657, lr_disc: 0.000010
+2023-03-22 15:25:42,697 - INFO - [Train] step: 799, loss_mpn: 0.025889, loss_rec: 0.046602, loss_semantic: 0.610659, loss_idmrf: 7.286782, loss_adv_gen: -69.562912, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:26:13,723 - INFO - [Train] step: 899, loss_adv_disc: -4.746311, lr_disc: 0.000010
+2023-03-22 15:26:13,924 - INFO - [Train] step: 899, loss_mpn: 0.032572, loss_rec: 0.080293, loss_semantic: 0.817597, loss_idmrf: 4.006708, loss_adv_gen: -80.295364, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:26:44,435 - INFO - [Train] step: 999, loss_adv_disc: -0.443676, lr_disc: 0.000010
+2023-03-22 15:26:44,638 - INFO - [Train] step: 999, loss_mpn: 0.034948, loss_rec: 0.038380, loss_semantic: 0.623135, loss_idmrf: 4.999613, loss_adv_gen: -96.028679, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:27:40,830 - INFO - [Eval] step: 999, bce: 0.086611, psnr: 23.665049, ssim: 0.812325, lpips: 0.160544
+2023-03-22 15:28:14,462 - INFO - [Train] step: 1099, loss_adv_disc: 0.728047, lr_disc: 0.000010
+2023-03-22 15:28:14,662 - INFO - [Train] step: 1099, loss_mpn: 0.014205, loss_rec: 0.022989, loss_semantic: 0.383732, loss_idmrf: 2.239607, loss_adv_gen: -94.790390, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:28:45,114 - INFO - [Train] step: 1199, loss_adv_disc: 0.592992, lr_disc: 0.000010
+2023-03-22 15:28:45,317 - INFO - [Train] step: 1199, loss_mpn: 0.029477, loss_rec: 0.038355, loss_semantic: 0.504634, loss_idmrf: 2.581432, loss_adv_gen: -98.657280, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:29:16,556 - INFO - [Train] step: 1299, loss_adv_disc: 2.137947, lr_disc: 0.000010
+2023-03-22 15:29:16,755 - INFO - [Train] step: 1299, loss_mpn: 0.032686, loss_rec: 0.106683, loss_semantic: 0.930947, loss_idmrf: 4.890199, loss_adv_gen: -121.834206, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:29:48,010 - INFO - [Train] step: 1399, loss_adv_disc: -4.125498, lr_disc: 0.000010
+2023-03-22 15:29:48,212 - INFO - [Train] step: 1399, loss_mpn: 0.024749, loss_rec: 0.068568, loss_semantic: 0.673402, loss_idmrf: 3.604537, loss_adv_gen: -82.273949, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:30:18,950 - INFO - [Train] step: 1499, loss_adv_disc: 2.785997, lr_disc: 0.000010
+2023-03-22 15:30:19,153 - INFO - [Train] step: 1499, loss_mpn: 0.033130, loss_rec: 0.051485, loss_semantic: 0.651100, loss_idmrf: 2.705726, loss_adv_gen: -132.113892, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:30:50,204 - INFO - [Train] step: 1599, loss_adv_disc: -1.893207, lr_disc: 0.000010
+2023-03-22 15:30:50,405 - INFO - [Train] step: 1599, loss_mpn: 0.031541, loss_rec: 0.048835, loss_semantic: 0.556483, loss_idmrf: 3.349109, loss_adv_gen: -105.920296, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:31:21,354 - INFO - [Train] step: 1699, loss_adv_disc: -7.842338, lr_disc: 0.000010
+2023-03-22 15:31:21,554 - INFO - [Train] step: 1699, loss_mpn: 0.045102, loss_rec: 0.108655, loss_semantic: 1.100242, loss_idmrf: 5.852179, loss_adv_gen: -111.630455, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:31:52,742 - INFO - [Train] step: 1799, loss_adv_disc: 0.923246, lr_disc: 0.000010
+2023-03-22 15:31:52,947 - INFO - [Train] step: 1799, loss_mpn: 0.055950, loss_rec: 0.082055, loss_semantic: 0.941046, loss_idmrf: 5.965787, loss_adv_gen: -94.963814, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:32:23,974 - INFO - [Train] step: 1899, loss_adv_disc: 1.463608, lr_disc: 0.000010
+2023-03-22 15:32:24,182 - INFO - [Train] step: 1899, loss_mpn: 0.011327, loss_rec: 0.045297, loss_semantic: 0.512600, loss_idmrf: 1.538010, loss_adv_gen: -105.452293, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:32:55,592 - INFO - [Train] step: 1999, loss_adv_disc: -2.234304, lr_disc: 0.000010
+2023-03-22 15:32:55,810 - INFO - [Train] step: 1999, loss_mpn: 0.040614, loss_rec: 0.107737, loss_semantic: 1.050198, loss_idmrf: 5.434072, loss_adv_gen: -125.684662, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:33:50,009 - INFO - [Eval] step: 1999, bce: 0.083925, psnr: 23.675022, ssim: 0.809312, lpips: 0.160848
+2023-03-22 15:34:24,117 - INFO - [Train] step: 2099, loss_adv_disc: -13.762271, lr_disc: 0.000010
+2023-03-22 15:34:24,322 - INFO - [Train] step: 2099, loss_mpn: 0.011794, loss_rec: 0.096890, loss_semantic: 0.875410, loss_idmrf: 4.391089, loss_adv_gen: -106.914711, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:34:54,927 - INFO - [Train] step: 2199, loss_adv_disc: -2.834726, lr_disc: 0.000010
+2023-03-22 15:34:55,128 - INFO - [Train] step: 2199, loss_mpn: 0.046643, loss_rec: 0.094443, loss_semantic: 0.823011, loss_idmrf: 6.045252, loss_adv_gen: -103.977341, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:35:26,027 - INFO - [Train] step: 2299, loss_adv_disc: 5.606763, lr_disc: 0.000010
+2023-03-22 15:35:26,242 - INFO - [Train] step: 2299, loss_mpn: 0.048217, loss_rec: 0.055725, loss_semantic: 0.696298, loss_idmrf: 2.784594, loss_adv_gen: -107.751244, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:35:57,644 - INFO - [Train] step: 2399, loss_adv_disc: -2.109381, lr_disc: 0.000010
+2023-03-22 15:35:57,846 - INFO - [Train] step: 2399, loss_mpn: 0.033686, loss_rec: 0.067609, loss_semantic: 0.896523, loss_idmrf: 5.181090, loss_adv_gen: -123.619202, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:36:28,706 - INFO - [Train] step: 2499, loss_adv_disc: -1.416920, lr_disc: 0.000010
+2023-03-22 15:36:28,909 - INFO - [Train] step: 2499, loss_mpn: 0.040768, loss_rec: 0.081277, loss_semantic: 0.856853, loss_idmrf: 3.692303, loss_adv_gen: -140.736908, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:36:59,629 - INFO - [Train] step: 2599, loss_adv_disc: 0.550263, lr_disc: 0.000010
+2023-03-22 15:36:59,833 - INFO - [Train] step: 2599, loss_mpn: 0.009249, loss_rec: 0.035365, loss_semantic: 0.425713, loss_idmrf: 1.443424, loss_adv_gen: -90.057205, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:37:30,863 - INFO - [Train] step: 2699, loss_adv_disc: 0.337354, lr_disc: 0.000010
+2023-03-22 15:37:31,069 - INFO - [Train] step: 2699, loss_mpn: 0.032668, loss_rec: 0.066125, loss_semantic: 0.855818, loss_idmrf: 7.230713, loss_adv_gen: -88.587715, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:38:01,896 - INFO - [Train] step: 2799, loss_adv_disc: 0.308032, lr_disc: 0.000010
+2023-03-22 15:38:02,100 - INFO - [Train] step: 2799, loss_mpn: 0.031279, loss_rec: 0.066973, loss_semantic: 0.805544, loss_idmrf: 5.380802, loss_adv_gen: -105.468483, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:38:32,858 - INFO - [Train] step: 2899, loss_adv_disc: 3.414814, lr_disc: 0.000010
+2023-03-22 15:38:33,057 - INFO - [Train] step: 2899, loss_mpn: 0.029921, loss_rec: 0.039887, loss_semantic: 0.545763, loss_idmrf: 2.511838, loss_adv_gen: -117.563408, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:39:04,259 - INFO - [Train] step: 2999, loss_adv_disc: 5.074238, lr_disc: 0.000010
+2023-03-22 15:39:04,462 - INFO - [Train] step: 2999, loss_mpn: 0.046382, loss_rec: 0.039719, loss_semantic: 0.609165, loss_idmrf: 2.603421, loss_adv_gen: -89.429031, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:39:58,047 - INFO - [Eval] step: 2999, bce: 0.086788, psnr: 23.720562, ssim: 0.809719, lpips: 0.161457
+2023-03-22 15:40:33,153 - INFO - [Train] step: 3099, loss_adv_disc: -2.780011, lr_disc: 0.000010
+2023-03-22 15:40:33,373 - INFO - [Train] step: 3099, loss_mpn: 0.026339, loss_rec: 0.053181, loss_semantic: 0.661534, loss_idmrf: 5.506351, loss_adv_gen: -99.106918, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:41:04,164 - INFO - [Train] step: 3199, loss_adv_disc: 2.438484, lr_disc: 0.000010
+2023-03-22 15:41:04,373 - INFO - [Train] step: 3199, loss_mpn: 0.023710, loss_rec: 0.061105, loss_semantic: 0.617867, loss_idmrf: 4.865853, loss_adv_gen: -96.017731, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:41:34,960 - INFO - [Train] step: 3299, loss_adv_disc: 0.374523, lr_disc: 0.000010
+2023-03-22 15:41:35,167 - INFO - [Train] step: 3299, loss_mpn: 0.027769, loss_rec: 0.033748, loss_semantic: 0.444295, loss_idmrf: 3.081198, loss_adv_gen: -83.573212, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:42:06,399 - INFO - [Train] step: 3399, loss_adv_disc: -0.423405, lr_disc: 0.000010
+2023-03-22 15:42:06,604 - INFO - [Train] step: 3399, loss_mpn: 0.020837, loss_rec: 0.104683, loss_semantic: 0.835705, loss_idmrf: 5.557389, loss_adv_gen: -107.383934, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:42:36,981 - INFO - [Train] step: 3499, loss_adv_disc: -12.480586, lr_disc: 0.000010
+2023-03-22 15:42:37,187 - INFO - [Train] step: 3499, loss_mpn: 0.029643, loss_rec: 0.152196, loss_semantic: 1.141968, loss_idmrf: 6.663796, loss_adv_gen: -84.119568, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:43:07,806 - INFO - [Train] step: 3599, loss_adv_disc: 0.708807, lr_disc: 0.000010
+2023-03-22 15:43:08,006 - INFO - [Train] step: 3599, loss_mpn: 0.039342, loss_rec: 0.045684, loss_semantic: 0.518738, loss_idmrf: 1.510845, loss_adv_gen: -138.031006, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:43:38,828 - INFO - [Train] step: 3699, loss_adv_disc: -6.257795, lr_disc: 0.000010
+2023-03-22 15:43:39,029 - INFO - [Train] step: 3699, loss_mpn: 0.026912, loss_rec: 0.088485, loss_semantic: 0.684453, loss_idmrf: 4.732550, loss_adv_gen: -111.137512, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:44:09,690 - INFO - [Train] step: 3799, loss_adv_disc: -2.663453, lr_disc: 0.000010
+2023-03-22 15:44:09,891 - INFO - [Train] step: 3799, loss_mpn: 0.041707, loss_rec: 0.079973, loss_semantic: 0.962873, loss_idmrf: 4.970406, loss_adv_gen: -116.128975, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:44:40,276 - INFO - [Train] step: 3899, loss_adv_disc: -3.755357, lr_disc: 0.000010
+2023-03-22 15:44:40,487 - INFO - [Train] step: 3899, loss_mpn: 0.162690, loss_rec: 0.123254, loss_semantic: 0.935306, loss_idmrf: 5.361397, loss_adv_gen: -134.888260, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:45:12,231 - INFO - [Train] step: 3999, loss_adv_disc: -0.503577, lr_disc: 0.000010
+2023-03-22 15:45:12,436 - INFO - [Train] step: 3999, loss_mpn: 0.037397, loss_rec: 0.040511, loss_semantic: 0.611658, loss_idmrf: 5.834549, loss_adv_gen: -86.224754, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:46:06,539 - INFO - [Eval] step: 3999, bce: 0.083694, psnr: 23.525461, ssim: 0.805344, lpips: 0.162432
+2023-03-22 15:46:42,233 - INFO - [Train] step: 4099, loss_adv_disc: 1.099702, lr_disc: 0.000010
+2023-03-22 15:46:42,457 - INFO - [Train] step: 4099, loss_mpn: 0.030072, loss_rec: 0.050593, loss_semantic: 0.531673, loss_idmrf: 3.846016, loss_adv_gen: -107.502113, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:47:13,910 - INFO - [Train] step: 4199, loss_adv_disc: -6.386131, lr_disc: 0.000010
+2023-03-22 15:47:14,128 - INFO - [Train] step: 4199, loss_mpn: 0.045028, loss_rec: 0.081456, loss_semantic: 0.769443, loss_idmrf: 5.851369, loss_adv_gen: -120.172249, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:47:44,858 - INFO - [Train] step: 4299, loss_adv_disc: 1.381910, lr_disc: 0.000010
+2023-03-22 15:47:45,058 - INFO - [Train] step: 4299, loss_mpn: 0.026238, loss_rec: 0.032621, loss_semantic: 0.419452, loss_idmrf: 2.401822, loss_adv_gen: -121.194580, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:48:16,162 - INFO - [Train] step: 4399, loss_adv_disc: -10.174509, lr_disc: 0.000010
+2023-03-22 15:48:16,363 - INFO - [Train] step: 4399, loss_mpn: 0.020822, loss_rec: 0.077711, loss_semantic: 0.824466, loss_idmrf: 2.886293, loss_adv_gen: -139.261353, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:48:46,968 - INFO - [Train] step: 4499, loss_adv_disc: -3.423803, lr_disc: 0.000010
+2023-03-22 15:48:47,167 - INFO - [Train] step: 4499, loss_mpn: 0.051804, loss_rec: 0.095427, loss_semantic: 0.936272, loss_idmrf: 5.504218, loss_adv_gen: -122.614456, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:49:18,068 - INFO - [Train] step: 4599, loss_adv_disc: -4.861218, lr_disc: 0.000010
+2023-03-22 15:49:18,271 - INFO - [Train] step: 4599, loss_mpn: 0.042169, loss_rec: 0.107369, loss_semantic: 1.061670, loss_idmrf: 5.275637, loss_adv_gen: -164.792587, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:49:49,614 - INFO - [Train] step: 4699, loss_adv_disc: -1.236559, lr_disc: 0.000010
+2023-03-22 15:49:49,827 - INFO - [Train] step: 4699, loss_mpn: 0.019307, loss_rec: 0.024122, loss_semantic: 0.345350, loss_idmrf: 2.280137, loss_adv_gen: -71.410400, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:50:20,261 - INFO - [Train] step: 4799, loss_adv_disc: -1.116366, lr_disc: 0.000010
+2023-03-22 15:50:20,462 - INFO - [Train] step: 4799, loss_mpn: 0.014562, loss_rec: 0.065690, loss_semantic: 0.687343, loss_idmrf: 3.606018, loss_adv_gen: -100.319084, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:50:51,678 - INFO - [Train] step: 4899, loss_adv_disc: -7.831574, lr_disc: 0.000010
+2023-03-22 15:50:51,883 - INFO - [Train] step: 4899, loss_mpn: 0.045449, loss_rec: 0.088304, loss_semantic: 0.870413, loss_idmrf: 5.917531, loss_adv_gen: -84.842270, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:51:22,826 - INFO - [Train] step: 4999, loss_adv_disc: -9.190727, lr_disc: 0.000010
+2023-03-22 15:51:23,031 - INFO - [Train] step: 4999, loss_mpn: 0.040963, loss_rec: 0.089705, loss_semantic: 0.827363, loss_idmrf: 7.170778, loss_adv_gen: -89.552483, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:52:15,546 - INFO - [Eval] step: 4999, bce: 0.084314, psnr: 23.730753, ssim: 0.809249, lpips: 0.159777
+2023-03-22 15:52:50,111 - INFO - [Train] step: 5099, loss_adv_disc: -17.568005, lr_disc: 0.000010
+2023-03-22 15:52:50,329 - INFO - [Train] step: 5099, loss_mpn: 0.021393, loss_rec: 0.126017, loss_semantic: 0.971017, loss_idmrf: 7.311221, loss_adv_gen: -104.849098, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:53:21,826 - INFO - [Train] step: 5199, loss_adv_disc: 2.780368, lr_disc: 0.000010
+2023-03-22 15:53:22,030 - INFO - [Train] step: 5199, loss_mpn: 0.029949, loss_rec: 0.049233, loss_semantic: 0.644541, loss_idmrf: 2.769283, loss_adv_gen: -99.369011, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:53:52,611 - INFO - [Train] step: 5299, loss_adv_disc: 0.753987, lr_disc: 0.000010
+2023-03-22 15:53:52,814 - INFO - [Train] step: 5299, loss_mpn: 0.016207, loss_rec: 0.035830, loss_semantic: 0.479062, loss_idmrf: 1.418860, loss_adv_gen: -121.547569, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:54:24,179 - INFO - [Train] step: 5399, loss_adv_disc: -1.514906, lr_disc: 0.000010
+2023-03-22 15:54:24,382 - INFO - [Train] step: 5399, loss_mpn: 0.031525, loss_rec: 0.052611, loss_semantic: 0.651448, loss_idmrf: 1.847580, loss_adv_gen: -148.748901, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:54:54,977 - INFO - [Train] step: 5499, loss_adv_disc: -2.638746, lr_disc: 0.000010
+2023-03-22 15:54:55,181 - INFO - [Train] step: 5499, loss_mpn: 0.032031, loss_rec: 0.097701, loss_semantic: 1.047738, loss_idmrf: 4.065836, loss_adv_gen: -166.753418, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:55:25,798 - INFO - [Train] step: 5599, loss_adv_disc: -0.679004, lr_disc: 0.000010
+2023-03-22 15:55:26,014 - INFO - [Train] step: 5599, loss_mpn: 0.047596, loss_rec: 0.110974, loss_semantic: 1.160721, loss_idmrf: 4.675291, loss_adv_gen: -198.659271, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:55:57,499 - INFO - [Train] step: 5699, loss_adv_disc: 0.506173, lr_disc: 0.000010
+2023-03-22 15:55:57,708 - INFO - [Train] step: 5699, loss_mpn: 0.080414, loss_rec: 0.104111, loss_semantic: 0.742220, loss_idmrf: 4.346088, loss_adv_gen: -122.638557, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:56:28,157 - INFO - [Train] step: 5799, loss_adv_disc: 3.238858, lr_disc: 0.000010
+2023-03-22 15:56:28,358 - INFO - [Train] step: 5799, loss_mpn: 0.035842, loss_rec: 0.078947, loss_semantic: 0.863316, loss_idmrf: 3.307486, loss_adv_gen: -153.786850, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:56:58,758 - INFO - [Train] step: 5899, loss_adv_disc: 8.363575, lr_disc: 0.000010
+2023-03-22 15:56:58,963 - INFO - [Train] step: 5899, loss_mpn: 0.056139, loss_rec: 0.087762, loss_semantic: 1.011962, loss_idmrf: 3.590497, loss_adv_gen: -190.803436, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:57:30,435 - INFO - [Train] step: 5999, loss_adv_disc: 1.080067, lr_disc: 0.000010
+2023-03-22 15:57:30,636 - INFO - [Train] step: 5999, loss_mpn: 0.055456, loss_rec: 0.091280, loss_semantic: 0.966594, loss_idmrf: 5.307948, loss_adv_gen: -145.018799, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:58:24,564 - INFO - [Eval] step: 5999, bce: 0.086683, psnr: 23.652163, ssim: 0.806528, lpips: 0.160512
+2023-03-22 15:58:58,737 - INFO - [Train] step: 6099, loss_adv_disc: 2.757070, lr_disc: 0.000010
+2023-03-22 15:58:58,944 - INFO - [Train] step: 6099, loss_mpn: 0.030552, loss_rec: 0.057590, loss_semantic: 0.707022, loss_idmrf: 2.250749, loss_adv_gen: -134.322372, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 15:59:31,188 - INFO - [Train] step: 6199, loss_adv_disc: 3.443478, lr_disc: 0.000010
+2023-03-22 15:59:31,403 - INFO - [Train] step: 6199, loss_mpn: 0.061755, loss_rec: 0.065865, loss_semantic: 0.819838, loss_idmrf: 4.430477, loss_adv_gen: -125.964622, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:00:02,246 - INFO - [Train] step: 6299, loss_adv_disc: 0.402979, lr_disc: 0.000010
+2023-03-22 16:00:02,448 - INFO - [Train] step: 6299, loss_mpn: 0.018695, loss_rec: 0.044634, loss_semantic: 0.634897, loss_idmrf: 3.199853, loss_adv_gen: -129.449768, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:00:33,548 - INFO - [Train] step: 6399, loss_adv_disc: 4.089795, lr_disc: 0.000010
+2023-03-22 16:00:33,753 - INFO - [Train] step: 6399, loss_mpn: 0.070445, loss_rec: 0.076301, loss_semantic: 0.686700, loss_idmrf: 3.577366, loss_adv_gen: -154.928864, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:01:04,501 - INFO - [Train] step: 6499, loss_adv_disc: 0.311878, lr_disc: 0.000010
+2023-03-22 16:01:04,701 - INFO - [Train] step: 6499, loss_mpn: 0.042627, loss_rec: 0.060561, loss_semantic: 0.657524, loss_idmrf: 4.535459, loss_adv_gen: -102.442192, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:01:35,370 - INFO - [Train] step: 6599, loss_adv_disc: -0.101160, lr_disc: 0.000010
+2023-03-22 16:01:35,569 - INFO - [Train] step: 6599, loss_mpn: 0.027467, loss_rec: 0.057111, loss_semantic: 0.565640, loss_idmrf: 5.703125, loss_adv_gen: -134.718353, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:02:06,255 - INFO - [Train] step: 6699, loss_adv_disc: -5.520019, lr_disc: 0.000010
+2023-03-22 16:02:06,456 - INFO - [Train] step: 6699, loss_mpn: 0.056796, loss_rec: 0.115011, loss_semantic: 1.174640, loss_idmrf: 6.922503, loss_adv_gen: -142.791443, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:02:37,314 - INFO - [Train] step: 6799, loss_adv_disc: -1.980235, lr_disc: 0.000010
+2023-03-22 16:02:37,517 - INFO - [Train] step: 6799, loss_mpn: 0.038318, loss_rec: 0.064383, loss_semantic: 0.741174, loss_idmrf: 3.893400, loss_adv_gen: -80.459122, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:03:08,041 - INFO - [Train] step: 6899, loss_adv_disc: 0.356487, lr_disc: 0.000010
+2023-03-22 16:03:08,259 - INFO - [Train] step: 6899, loss_mpn: 0.027481, loss_rec: 0.055074, loss_semantic: 0.724474, loss_idmrf: 2.183169, loss_adv_gen: -149.609680, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:03:39,220 - INFO - [Train] step: 6999, loss_adv_disc: 2.255520, lr_disc: 0.000010
+2023-03-22 16:03:39,424 - INFO - [Train] step: 6999, loss_mpn: 0.029465, loss_rec: 0.084358, loss_semantic: 0.932847, loss_idmrf: 5.817827, loss_adv_gen: -131.397614, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:04:32,506 - INFO - [Eval] step: 6999, bce: 0.084222, psnr: 23.730799, ssim: 0.808807, lpips: 0.159492
+2023-03-22 16:05:05,895 - INFO - [Train] step: 7099, loss_adv_disc: 0.461677, lr_disc: 0.000010
+2023-03-22 16:05:06,125 - INFO - [Train] step: 7099, loss_mpn: 0.022551, loss_rec: 0.042795, loss_semantic: 0.605930, loss_idmrf: 3.010103, loss_adv_gen: -137.535141, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:05:38,449 - INFO - [Train] step: 7199, loss_adv_disc: 0.759429, lr_disc: 0.000010
+2023-03-22 16:05:38,678 - INFO - [Train] step: 7199, loss_mpn: 0.017172, loss_rec: 0.022177, loss_semantic: 0.381242, loss_idmrf: 1.868513, loss_adv_gen: -99.380997, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:06:10,124 - INFO - [Train] step: 7299, loss_adv_disc: -3.648125, lr_disc: 0.000010
+2023-03-22 16:06:10,326 - INFO - [Train] step: 7299, loss_mpn: 0.012346, loss_rec: 0.071491, loss_semantic: 0.779876, loss_idmrf: 3.714807, loss_adv_gen: -115.865013, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:06:41,153 - INFO - [Train] step: 7399, loss_adv_disc: 5.063118, lr_disc: 0.000010
+2023-03-22 16:06:41,353 - INFO - [Train] step: 7399, loss_mpn: 0.011824, loss_rec: 0.035321, loss_semantic: 0.427709, loss_idmrf: 0.758861, loss_adv_gen: -207.245667, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:07:11,863 - INFO - [Train] step: 7499, loss_adv_disc: 6.451733, lr_disc: 0.000010
+2023-03-22 16:07:12,063 - INFO - [Train] step: 7499, loss_mpn: 0.062086, loss_rec: 0.049891, loss_semantic: 0.667401, loss_idmrf: 2.635586, loss_adv_gen: -147.766510, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:07:43,127 - INFO - [Train] step: 7599, loss_adv_disc: 4.617227, lr_disc: 0.000010
+2023-03-22 16:07:43,335 - INFO - [Train] step: 7599, loss_mpn: 0.023613, loss_rec: 0.066083, loss_semantic: 0.645440, loss_idmrf: 2.427907, loss_adv_gen: -174.041565, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:08:14,216 - INFO - [Train] step: 7699, loss_adv_disc: 2.029125, lr_disc: 0.000010
+2023-03-22 16:08:14,418 - INFO - [Train] step: 7699, loss_mpn: 0.018728, loss_rec: 0.040104, loss_semantic: 0.501941, loss_idmrf: 2.270938, loss_adv_gen: -168.699738, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:08:44,831 - INFO - [Train] step: 7799, loss_adv_disc: -7.878948, lr_disc: 0.000010
+2023-03-22 16:08:45,032 - INFO - [Train] step: 7799, loss_mpn: 0.018010, loss_rec: 0.103623, loss_semantic: 0.858466, loss_idmrf: 4.554453, loss_adv_gen: -149.911560, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:09:15,661 - INFO - [Train] step: 7899, loss_adv_disc: -0.348852, lr_disc: 0.000010
+2023-03-22 16:09:15,863 - INFO - [Train] step: 7899, loss_mpn: 0.034106, loss_rec: 0.046890, loss_semantic: 0.559552, loss_idmrf: 3.159327, loss_adv_gen: -141.641235, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:09:47,721 - INFO - [Train] step: 7999, loss_adv_disc: -7.175764, lr_disc: 0.000010
+2023-03-22 16:09:47,931 - INFO - [Train] step: 7999, loss_mpn: 0.019258, loss_rec: 0.128382, loss_semantic: 0.959625, loss_idmrf: 6.184043, loss_adv_gen: -119.381836, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:10:41,530 - INFO - [Eval] step: 7999, bce: 0.084550, psnr: 23.740295, ssim: 0.809012, lpips: 0.158443
+2023-03-22 16:11:14,867 - INFO - [Train] step: 8099, loss_adv_disc: 18.203018, lr_disc: 0.000010
+2023-03-22 16:11:15,075 - INFO - [Train] step: 8099, loss_mpn: 0.109264, loss_rec: 0.094548, loss_semantic: 0.715899, loss_idmrf: 4.264446, loss_adv_gen: -161.778336, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:11:46,718 - INFO - [Train] step: 8199, loss_adv_disc: -5.338295, lr_disc: 0.000010
+2023-03-22 16:11:46,927 - INFO - [Train] step: 8199, loss_mpn: 0.044828, loss_rec: 0.153953, loss_semantic: 1.141482, loss_idmrf: 6.718872, loss_adv_gen: -159.165482, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:12:18,545 - INFO - [Train] step: 8299, loss_adv_disc: -13.919870, lr_disc: 0.000010
+2023-03-22 16:12:18,746 - INFO - [Train] step: 8299, loss_mpn: 0.020417, loss_rec: 0.091223, loss_semantic: 0.841097, loss_idmrf: 3.991659, loss_adv_gen: -142.715546, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:12:50,237 - INFO - [Train] step: 8399, loss_adv_disc: 5.526913, lr_disc: 0.000010
+2023-03-22 16:12:50,439 - INFO - [Train] step: 8399, loss_mpn: 0.024285, loss_rec: 0.067390, loss_semantic: 0.719774, loss_idmrf: 3.486639, loss_adv_gen: -183.010345, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:13:20,956 - INFO - [Train] step: 8499, loss_adv_disc: -4.903999, lr_disc: 0.000010
+2023-03-22 16:13:21,156 - INFO - [Train] step: 8499, loss_mpn: 0.022260, loss_rec: 0.058081, loss_semantic: 0.643442, loss_idmrf: 3.863811, loss_adv_gen: -187.283386, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:13:52,418 - INFO - [Train] step: 8599, loss_adv_disc: 2.956187, lr_disc: 0.000010
+2023-03-22 16:13:52,623 - INFO - [Train] step: 8599, loss_mpn: 0.066241, loss_rec: 0.052957, loss_semantic: 0.718155, loss_idmrf: 4.886556, loss_adv_gen: -120.945679, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:14:23,721 - INFO - [Train] step: 8699, loss_adv_disc: 1.435611, lr_disc: 0.000010
+2023-03-22 16:14:23,921 - INFO - [Train] step: 8699, loss_mpn: 0.030146, loss_rec: 0.091315, loss_semantic: 1.016280, loss_idmrf: 3.596174, loss_adv_gen: -174.507782, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:14:54,441 - INFO - [Train] step: 8799, loss_adv_disc: -0.583126, lr_disc: 0.000010
+2023-03-22 16:14:54,644 - INFO - [Train] step: 8799, loss_mpn: 0.022856, loss_rec: 0.050498, loss_semantic: 0.645003, loss_idmrf: 5.063791, loss_adv_gen: -196.213135, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:15:25,874 - INFO - [Train] step: 8899, loss_adv_disc: -5.603220, lr_disc: 0.000010
+2023-03-22 16:15:26,076 - INFO - [Train] step: 8899, loss_mpn: 0.025597, loss_rec: 0.074449, loss_semantic: 0.857562, loss_idmrf: 6.127419, loss_adv_gen: -126.641357, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:15:57,179 - INFO - [Train] step: 8999, loss_adv_disc: 6.296386, lr_disc: 0.000010
+2023-03-22 16:15:57,382 - INFO - [Train] step: 8999, loss_mpn: 0.018860, loss_rec: 0.055078, loss_semantic: 0.737469, loss_idmrf: 2.149951, loss_adv_gen: -181.750244, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:16:50,450 - INFO - [Eval] step: 8999, bce: 0.086376, psnr: 23.621202, ssim: 0.808285, lpips: 0.158386
+2023-03-22 16:17:23,602 - INFO - [Train] step: 9099, loss_adv_disc: -3.463892, lr_disc: 0.000010
+2023-03-22 16:17:23,803 - INFO - [Train] step: 9099, loss_mpn: 0.024581, loss_rec: 0.047419, loss_semantic: 0.678068, loss_idmrf: 4.395550, loss_adv_gen: -126.805603, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:17:54,765 - INFO - [Train] step: 9199, loss_adv_disc: 0.521617, lr_disc: 0.000010
+2023-03-22 16:17:54,968 - INFO - [Train] step: 9199, loss_mpn: 0.046067, loss_rec: 0.072311, loss_semantic: 0.706922, loss_idmrf: 5.726469, loss_adv_gen: -112.434319, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:18:26,625 - INFO - [Train] step: 9299, loss_adv_disc: 1.132494, lr_disc: 0.000010
+2023-03-22 16:18:26,827 - INFO - [Train] step: 9299, loss_mpn: 0.035097, loss_rec: 0.114737, loss_semantic: 1.056724, loss_idmrf: 4.263523, loss_adv_gen: -190.677490, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:18:58,297 - INFO - [Train] step: 9399, loss_adv_disc: 9.948686, lr_disc: 0.000010
+2023-03-22 16:18:58,499 - INFO - [Train] step: 9399, loss_mpn: 0.041339, loss_rec: 0.161584, loss_semantic: 1.054393, loss_idmrf: 6.030956, loss_adv_gen: -186.005402, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:19:28,935 - INFO - [Train] step: 9499, loss_adv_disc: -4.599991, lr_disc: 0.000010
+2023-03-22 16:19:29,135 - INFO - [Train] step: 9499, loss_mpn: 0.028253, loss_rec: 0.071549, loss_semantic: 0.835314, loss_idmrf: 4.831919, loss_adv_gen: -149.421341, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:19:59,817 - INFO - [Train] step: 9599, loss_adv_disc: -11.619017, lr_disc: 0.000010
+2023-03-22 16:20:00,019 - INFO - [Train] step: 9599, loss_mpn: 0.029118, loss_rec: 0.124946, loss_semantic: 0.995181, loss_idmrf: 8.434504, loss_adv_gen: -165.955856, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:20:31,314 - INFO - [Train] step: 9699, loss_adv_disc: 0.472964, lr_disc: 0.000010
+2023-03-22 16:20:31,517 - INFO - [Train] step: 9699, loss_mpn: 0.030508, loss_rec: 0.058682, loss_semantic: 0.692332, loss_idmrf: 4.184975, loss_adv_gen: -155.025818, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:21:02,251 - INFO - [Train] step: 9799, loss_adv_disc: -2.774886, lr_disc: 0.000010
+2023-03-22 16:21:02,464 - INFO - [Train] step: 9799, loss_mpn: 0.024667, loss_rec: 0.049096, loss_semantic: 0.665271, loss_idmrf: 4.585973, loss_adv_gen: -94.843079, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:21:33,900 - INFO - [Train] step: 9899, loss_adv_disc: -3.420017, lr_disc: 0.000010
+2023-03-22 16:21:34,098 - INFO - [Train] step: 9899, loss_mpn: 0.022485, loss_rec: 0.128014, loss_semantic: 0.975271, loss_idmrf: 3.865335, loss_adv_gen: -183.126282, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:22:05,400 - INFO - [Train] step: 9999, loss_adv_disc: -0.439216, lr_disc: 0.000010
+2023-03-22 16:22:05,605 - INFO - [Train] step: 9999, loss_mpn: 0.017436, loss_rec: 0.033318, loss_semantic: 0.417542, loss_idmrf: 2.517216, loss_adv_gen: -119.985657, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:22:59,018 - INFO - [Eval] step: 9999, bce: 0.086021, psnr: 23.659250, ssim: 0.807912, lpips: 0.158578
+2023-03-22 16:23:33,137 - INFO - [Train] step: 10099, loss_adv_disc: -2.305217, lr_disc: 0.000010
+2023-03-22 16:23:33,349 - INFO - [Train] step: 10099, loss_mpn: 0.031379, loss_rec: 0.075726, loss_semantic: 0.787956, loss_idmrf: 2.999405, loss_adv_gen: -180.560089, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:24:04,347 - INFO - [Train] step: 10199, loss_adv_disc: -4.844303, lr_disc: 0.000010
+2023-03-22 16:24:04,557 - INFO - [Train] step: 10199, loss_mpn: 0.017368, loss_rec: 0.109287, loss_semantic: 0.859586, loss_idmrf: 3.926513, loss_adv_gen: -156.118240, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:24:36,375 - INFO - [Train] step: 10299, loss_adv_disc: 3.609667, lr_disc: 0.000010
+2023-03-22 16:24:36,589 - INFO - [Train] step: 10299, loss_mpn: 0.036505, loss_rec: 0.100853, loss_semantic: 1.088390, loss_idmrf: 6.019115, loss_adv_gen: -131.990112, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:25:08,418 - INFO - [Train] step: 10399, loss_adv_disc: -5.880047, lr_disc: 0.000010
+2023-03-22 16:25:08,618 - INFO - [Train] step: 10399, loss_mpn: 0.064665, loss_rec: 0.155541, loss_semantic: 1.334992, loss_idmrf: 6.153563, loss_adv_gen: -182.795441, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:25:39,374 - INFO - [Train] step: 10499, loss_adv_disc: -0.896061, lr_disc: 0.000010
+2023-03-22 16:25:39,578 - INFO - [Train] step: 10499, loss_mpn: 0.023156, loss_rec: 0.050258, loss_semantic: 0.589816, loss_idmrf: 3.959696, loss_adv_gen: -148.617874, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:26:10,415 - INFO - [Train] step: 10599, loss_adv_disc: 1.014663, lr_disc: 0.000010
+2023-03-22 16:26:10,620 - INFO - [Train] step: 10599, loss_mpn: 0.035140, loss_rec: 0.063573, loss_semantic: 0.753307, loss_idmrf: 3.329812, loss_adv_gen: -146.045319, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:26:42,042 - INFO - [Train] step: 10699, loss_adv_disc: 1.023658, lr_disc: 0.000010
+2023-03-22 16:26:42,249 - INFO - [Train] step: 10699, loss_mpn: 0.043802, loss_rec: 0.054660, loss_semantic: 0.769203, loss_idmrf: 4.043689, loss_adv_gen: -177.150238, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:27:13,456 - INFO - [Train] step: 10799, loss_adv_disc: -7.659058, lr_disc: 0.000010
+2023-03-22 16:27:13,663 - INFO - [Train] step: 10799, loss_mpn: 0.013408, loss_rec: 0.123702, loss_semantic: 1.186750, loss_idmrf: 6.505234, loss_adv_gen: -147.513428, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:27:44,760 - INFO - [Train] step: 10899, loss_adv_disc: 1.370319, lr_disc: 0.000010
+2023-03-22 16:27:44,975 - INFO - [Train] step: 10899, loss_mpn: 0.030664, loss_rec: 0.046399, loss_semantic: 0.590150, loss_idmrf: 2.976362, loss_adv_gen: -126.693665, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:28:16,236 - INFO - [Train] step: 10999, loss_adv_disc: -11.743365, lr_disc: 0.000010
+2023-03-22 16:28:16,438 - INFO - [Train] step: 10999, loss_mpn: 0.030181, loss_rec: 0.177462, loss_semantic: 1.209302, loss_idmrf: 7.823696, loss_adv_gen: -189.220123, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:29:09,303 - INFO - [Eval] step: 10999, bce: 0.084621, psnr: 23.610998, ssim: 0.807098, lpips: 0.157798
+2023-03-22 16:29:43,032 - INFO - [Train] step: 11099, loss_adv_disc: -5.435871, lr_disc: 0.000010
+2023-03-22 16:29:43,234 - INFO - [Train] step: 11099, loss_mpn: 0.013178, loss_rec: 0.054301, loss_semantic: 0.657320, loss_idmrf: 2.622140, loss_adv_gen: -134.768463, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:30:14,333 - INFO - [Train] step: 11199, loss_adv_disc: -10.938759, lr_disc: 0.000010
+2023-03-22 16:30:14,535 - INFO - [Train] step: 11199, loss_mpn: 0.015668, loss_rec: 0.062435, loss_semantic: 0.821203, loss_idmrf: 6.342542, loss_adv_gen: -78.828644, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:30:45,787 - INFO - [Train] step: 11299, loss_adv_disc: 0.679637, lr_disc: 0.000010
+2023-03-22 16:30:45,989 - INFO - [Train] step: 11299, loss_mpn: 0.019820, loss_rec: 0.060761, loss_semantic: 0.773682, loss_idmrf: 4.150285, loss_adv_gen: -105.503502, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:31:17,742 - INFO - [Train] step: 11399, loss_adv_disc: 1.968566, lr_disc: 0.000010
+2023-03-22 16:31:17,943 - INFO - [Train] step: 11399, loss_mpn: 0.041781, loss_rec: 0.065186, loss_semantic: 0.672438, loss_idmrf: 3.606899, loss_adv_gen: -138.780411, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:31:48,835 - INFO - [Train] step: 11499, loss_adv_disc: 6.399465, lr_disc: 0.000010
+2023-03-22 16:31:49,040 - INFO - [Train] step: 11499, loss_mpn: 0.015334, loss_rec: 0.039920, loss_semantic: 0.499491, loss_idmrf: 0.708600, loss_adv_gen: -227.077179, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:32:21,011 - INFO - [Train] step: 11599, loss_adv_disc: -1.244406, lr_disc: 0.000010
+2023-03-22 16:32:21,211 - INFO - [Train] step: 11599, loss_mpn: 0.035299, loss_rec: 0.040982, loss_semantic: 0.624954, loss_idmrf: 4.550533, loss_adv_gen: -123.688133, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:32:53,265 - INFO - [Train] step: 11699, loss_adv_disc: -0.490529, lr_disc: 0.000010
+2023-03-22 16:32:53,463 - INFO - [Train] step: 11699, loss_mpn: 0.010023, loss_rec: 0.031690, loss_semantic: 0.419246, loss_idmrf: 2.200792, loss_adv_gen: -138.129837, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:33:23,543 - INFO - [Train] step: 11799, loss_adv_disc: 1.657293, lr_disc: 0.000010
+2023-03-22 16:33:23,746 - INFO - [Train] step: 11799, loss_mpn: 0.037896, loss_rec: 0.037238, loss_semantic: 0.480660, loss_idmrf: 3.150659, loss_adv_gen: -115.504250, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:33:54,125 - INFO - [Train] step: 11899, loss_adv_disc: -4.861257, lr_disc: 0.000010
+2023-03-22 16:33:54,332 - INFO - [Train] step: 11899, loss_mpn: 0.042387, loss_rec: 0.093971, loss_semantic: 1.019910, loss_idmrf: 5.375656, loss_adv_gen: -209.786804, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:34:25,921 - INFO - [Train] step: 11999, loss_adv_disc: 0.099514, lr_disc: 0.000010
+2023-03-22 16:34:26,122 - INFO - [Train] step: 11999, loss_mpn: 0.037333, loss_rec: 0.079739, loss_semantic: 0.910648, loss_idmrf: 6.456658, loss_adv_gen: -61.209503, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:35:19,928 - INFO - [Eval] step: 11999, bce: 0.085880, psnr: 23.784899, ssim: 0.809660, lpips: 0.157570
+2023-03-22 16:35:52,863 - INFO - [Train] step: 12099, loss_adv_disc: 2.058514, lr_disc: 0.000010
+2023-03-22 16:35:53,076 - INFO - [Train] step: 12099, loss_mpn: 0.032894, loss_rec: 0.048042, loss_semantic: 0.636547, loss_idmrf: 3.090891, loss_adv_gen: -145.886475, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:36:24,057 - INFO - [Train] step: 12199, loss_adv_disc: -0.329094, lr_disc: 0.000010
+2023-03-22 16:36:24,263 - INFO - [Train] step: 12199, loss_mpn: 0.023686, loss_rec: 0.060463, loss_semantic: 0.701232, loss_idmrf: 3.275710, loss_adv_gen: -154.120636, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:36:55,847 - INFO - [Train] step: 12299, loss_adv_disc: -2.758935, lr_disc: 0.000010
+2023-03-22 16:36:56,051 - INFO - [Train] step: 12299, loss_mpn: 0.018845, loss_rec: 0.136072, loss_semantic: 1.307907, loss_idmrf: 6.675349, loss_adv_gen: -135.540894, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:37:28,222 - INFO - [Train] step: 12399, loss_adv_disc: -3.204789, lr_disc: 0.000010
+2023-03-22 16:37:28,428 - INFO - [Train] step: 12399, loss_mpn: 0.023433, loss_rec: 0.067355, loss_semantic: 0.755599, loss_idmrf: 3.271003, loss_adv_gen: -182.101974, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:37:59,402 - INFO - [Train] step: 12499, loss_adv_disc: 0.909417, lr_disc: 0.000010
+2023-03-22 16:37:59,613 - INFO - [Train] step: 12499, loss_mpn: 0.007405, loss_rec: 0.019853, loss_semantic: 0.291097, loss_idmrf: 0.758979, loss_adv_gen: -127.835129, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:38:30,353 - INFO - [Train] step: 12599, loss_adv_disc: 4.098752, lr_disc: 0.000010
+2023-03-22 16:38:30,562 - INFO - [Train] step: 12599, loss_mpn: 0.043227, loss_rec: 0.094546, loss_semantic: 0.872098, loss_idmrf: 4.605342, loss_adv_gen: -170.487640, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:39:02,113 - INFO - [Train] step: 12699, loss_adv_disc: -1.940781, lr_disc: 0.000010
+2023-03-22 16:39:02,317 - INFO - [Train] step: 12699, loss_mpn: 0.031269, loss_rec: 0.088915, loss_semantic: 0.939192, loss_idmrf: 5.380445, loss_adv_gen: -131.891769, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:39:32,926 - INFO - [Train] step: 12799, loss_adv_disc: -3.635787, lr_disc: 0.000010
+2023-03-22 16:39:33,137 - INFO - [Train] step: 12799, loss_mpn: 0.046848, loss_rec: 0.069923, loss_semantic: 0.784704, loss_idmrf: 6.285358, loss_adv_gen: -154.763733, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:40:04,318 - INFO - [Train] step: 12899, loss_adv_disc: -5.520257, lr_disc: 0.000010
+2023-03-22 16:40:04,520 - INFO - [Train] step: 12899, loss_mpn: 0.027348, loss_rec: 0.052813, loss_semantic: 0.659468, loss_idmrf: 4.576566, loss_adv_gen: -157.981781, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:40:35,611 - INFO - [Train] step: 12999, loss_adv_disc: 1.435177, lr_disc: 0.000010
+2023-03-22 16:40:35,817 - INFO - [Train] step: 12999, loss_mpn: 0.024789, loss_rec: 0.075512, loss_semantic: 0.808336, loss_idmrf: 2.179065, loss_adv_gen: -220.193314, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:41:30,135 - INFO - [Eval] step: 12999, bce: 0.084043, psnr: 23.687166, ssim: 0.806348, lpips: 0.158207
+2023-03-22 16:42:03,823 - INFO - [Train] step: 13099, loss_adv_disc: 1.015011, lr_disc: 0.000010
+2023-03-22 16:42:04,024 - INFO - [Train] step: 13099, loss_mpn: 0.026243, loss_rec: 0.045743, loss_semantic: 0.635628, loss_idmrf: 5.878970, loss_adv_gen: -131.246521, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:42:34,673 - INFO - [Train] step: 13199, loss_adv_disc: 3.928594, lr_disc: 0.000010
+2023-03-22 16:42:34,880 - INFO - [Train] step: 13199, loss_mpn: 0.006018, loss_rec: 0.035085, loss_semantic: 0.413146, loss_idmrf: 0.862832, loss_adv_gen: -168.905151, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:43:05,792 - INFO - [Train] step: 13299, loss_adv_disc: 3.350288, lr_disc: 0.000010
+2023-03-22 16:43:06,002 - INFO - [Train] step: 13299, loss_mpn: 0.013612, loss_rec: 0.022912, loss_semantic: 0.366866, loss_idmrf: 1.312730, loss_adv_gen: -123.790466, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:43:38,438 - INFO - [Train] step: 13399, loss_adv_disc: -4.253348, lr_disc: 0.000010
+2023-03-22 16:43:38,640 - INFO - [Train] step: 13399, loss_mpn: 0.025367, loss_rec: 0.052799, loss_semantic: 0.774138, loss_idmrf: 3.116711, loss_adv_gen: -112.064240, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:44:09,772 - INFO - [Train] step: 13499, loss_adv_disc: 3.682737, lr_disc: 0.000010
+2023-03-22 16:44:09,975 - INFO - [Train] step: 13499, loss_mpn: 0.018780, loss_rec: 0.038373, loss_semantic: 0.533727, loss_idmrf: 3.886299, loss_adv_gen: -161.175354, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:44:40,738 - INFO - [Train] step: 13599, loss_adv_disc: -3.644843, lr_disc: 0.000010
+2023-03-22 16:44:40,939 - INFO - [Train] step: 13599, loss_mpn: 0.018961, loss_rec: 0.093433, loss_semantic: 0.787124, loss_idmrf: 4.207002, loss_adv_gen: -125.658783, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:45:12,243 - INFO - [Train] step: 13699, loss_adv_disc: 2.645117, lr_disc: 0.000010
+2023-03-22 16:45:12,443 - INFO - [Train] step: 13699, loss_mpn: 0.047037, loss_rec: 0.065929, loss_semantic: 0.739123, loss_idmrf: 5.063498, loss_adv_gen: -125.711227, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:45:43,358 - INFO - [Train] step: 13799, loss_adv_disc: 2.118895, lr_disc: 0.000010
+2023-03-22 16:45:43,567 - INFO - [Train] step: 13799, loss_mpn: 0.048804, loss_rec: 0.081361, loss_semantic: 0.838253, loss_idmrf: 4.904141, loss_adv_gen: -171.592331, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:46:15,466 - INFO - [Train] step: 13899, loss_adv_disc: -10.690048, lr_disc: 0.000010
+2023-03-22 16:46:15,671 - INFO - [Train] step: 13899, loss_mpn: 0.024717, loss_rec: 0.130598, loss_semantic: 1.191431, loss_idmrf: 6.987596, loss_adv_gen: -152.870087, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:46:47,622 - INFO - [Train] step: 13999, loss_adv_disc: -0.562729, lr_disc: 0.000010
+2023-03-22 16:46:47,845 - INFO - [Train] step: 13999, loss_mpn: 0.034336, loss_rec: 0.099340, loss_semantic: 1.143274, loss_idmrf: 3.703630, loss_adv_gen: -184.035751, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:47:40,908 - INFO - [Eval] step: 13999, bce: 0.086256, psnr: 23.764244, ssim: 0.807231, lpips: 0.156705
+2023-03-22 16:48:14,407 - INFO - [Train] step: 14099, loss_adv_disc: -2.249953, lr_disc: 0.000010
+2023-03-22 16:48:14,613 - INFO - [Train] step: 14099, loss_mpn: 0.026266, loss_rec: 0.060733, loss_semantic: 0.655790, loss_idmrf: 4.225616, loss_adv_gen: -139.961624, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:48:45,008 - INFO - [Train] step: 14199, loss_adv_disc: -3.666695, lr_disc: 0.000010
+2023-03-22 16:48:45,209 - INFO - [Train] step: 14199, loss_mpn: 0.027140, loss_rec: 0.090796, loss_semantic: 0.998682, loss_idmrf: 3.892925, loss_adv_gen: -154.872086, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:49:15,725 - INFO - [Train] step: 14299, loss_adv_disc: 7.572361, lr_disc: 0.000010
+2023-03-22 16:49:15,928 - INFO - [Train] step: 14299, loss_mpn: 0.145601, loss_rec: 0.267118, loss_semantic: 1.313090, loss_idmrf: 8.194237, loss_adv_gen: -137.190125, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:49:48,389 - INFO - [Train] step: 14399, loss_adv_disc: -5.516366, lr_disc: 0.000010
+2023-03-22 16:49:48,590 - INFO - [Train] step: 14399, loss_mpn: 0.052534, loss_rec: 0.090759, loss_semantic: 0.806245, loss_idmrf: 5.418697, loss_adv_gen: -110.158325, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:50:20,307 - INFO - [Train] step: 14499, loss_adv_disc: 0.125373, lr_disc: 0.000010
+2023-03-22 16:50:20,509 - INFO - [Train] step: 14499, loss_mpn: 0.033573, loss_rec: 0.045653, loss_semantic: 0.633926, loss_idmrf: 4.218639, loss_adv_gen: -163.332809, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:50:52,049 - INFO - [Train] step: 14599, loss_adv_disc: -2.253039, lr_disc: 0.000010
+2023-03-22 16:50:52,254 - INFO - [Train] step: 14599, loss_mpn: 0.030228, loss_rec: 0.074313, loss_semantic: 0.876317, loss_idmrf: 4.669000, loss_adv_gen: -174.127777, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:51:23,421 - INFO - [Train] step: 14699, loss_adv_disc: 2.240329, lr_disc: 0.000010
+2023-03-22 16:51:23,623 - INFO - [Train] step: 14699, loss_mpn: 0.024372, loss_rec: 0.071643, loss_semantic: 0.767766, loss_idmrf: 2.940413, loss_adv_gen: -188.979645, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:51:54,194 - INFO - [Train] step: 14799, loss_adv_disc: 6.252995, lr_disc: 0.000010
+2023-03-22 16:51:54,393 - INFO - [Train] step: 14799, loss_mpn: 0.041548, loss_rec: 0.052373, loss_semantic: 0.620911, loss_idmrf: 2.602470, loss_adv_gen: -162.407867, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:52:25,661 - INFO - [Train] step: 14899, loss_adv_disc: -0.666710, lr_disc: 0.000010
+2023-03-22 16:52:25,861 - INFO - [Train] step: 14899, loss_mpn: 0.057478, loss_rec: 0.087932, loss_semantic: 0.902249, loss_idmrf: 7.084688, loss_adv_gen: -151.832855, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:52:57,018 - INFO - [Train] step: 14999, loss_adv_disc: 1.548108, lr_disc: 0.000010
+2023-03-22 16:52:57,215 - INFO - [Train] step: 14999, loss_mpn: 0.024808, loss_rec: 0.093402, loss_semantic: 0.916639, loss_idmrf: 3.475792, loss_adv_gen: -213.302383, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:53:50,249 - INFO - [Eval] step: 14999, bce: 0.082745, psnr: 23.674786, ssim: 0.806595, lpips: 0.156746
+2023-03-22 16:54:24,139 - INFO - [Train] step: 15099, loss_adv_disc: 0.908574, lr_disc: 0.000010
+2023-03-22 16:54:24,344 - INFO - [Train] step: 15099, loss_mpn: 0.029748, loss_rec: 0.055763, loss_semantic: 0.796338, loss_idmrf: 3.965415, loss_adv_gen: -141.988007, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:54:54,769 - INFO - [Train] step: 15199, loss_adv_disc: 2.164779, lr_disc: 0.000010
+2023-03-22 16:54:54,971 - INFO - [Train] step: 15199, loss_mpn: 0.011553, loss_rec: 0.021025, loss_semantic: 0.377574, loss_idmrf: 1.263570, loss_adv_gen: -123.821671, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:55:26,410 - INFO - [Train] step: 15299, loss_adv_disc: 3.475478, lr_disc: 0.000010
+2023-03-22 16:55:26,618 - INFO - [Train] step: 15299, loss_mpn: 0.016554, loss_rec: 0.041492, loss_semantic: 0.524712, loss_idmrf: 1.553160, loss_adv_gen: -175.367249, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:55:59,068 - INFO - [Train] step: 15399, loss_adv_disc: -1.020274, lr_disc: 0.000010
+2023-03-22 16:55:59,274 - INFO - [Train] step: 15399, loss_mpn: 0.028236, loss_rec: 0.062949, loss_semantic: 0.680606, loss_idmrf: 3.207726, loss_adv_gen: -140.295746, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:56:31,284 - INFO - [Train] step: 15499, loss_adv_disc: 1.696061, lr_disc: 0.000010
+2023-03-22 16:56:31,494 - INFO - [Train] step: 15499, loss_mpn: 0.039574, loss_rec: 0.053207, loss_semantic: 0.627083, loss_idmrf: 2.688653, loss_adv_gen: -175.189972, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:57:02,515 - INFO - [Train] step: 15599, loss_adv_disc: 0.695480, lr_disc: 0.000010
+2023-03-22 16:57:02,719 - INFO - [Train] step: 15599, loss_mpn: 0.029059, loss_rec: 0.052758, loss_semantic: 0.614054, loss_idmrf: 2.424321, loss_adv_gen: -134.442627, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:57:33,924 - INFO - [Train] step: 15699, loss_adv_disc: 0.540406, lr_disc: 0.000010
+2023-03-22 16:57:34,131 - INFO - [Train] step: 15699, loss_mpn: 0.030726, loss_rec: 0.069832, loss_semantic: 0.729157, loss_idmrf: 6.256979, loss_adv_gen: -122.212578, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:58:05,334 - INFO - [Train] step: 15799, loss_adv_disc: 5.795149, lr_disc: 0.000010
+2023-03-22 16:58:05,541 - INFO - [Train] step: 15799, loss_mpn: 0.062690, loss_rec: 0.121234, loss_semantic: 1.158517, loss_idmrf: 3.611952, loss_adv_gen: -213.808105, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:58:37,069 - INFO - [Train] step: 15899, loss_adv_disc: 0.358662, lr_disc: 0.000010
+2023-03-22 16:58:37,276 - INFO - [Train] step: 15899, loss_mpn: 0.026436, loss_rec: 0.062857, loss_semantic: 0.787716, loss_idmrf: 4.579013, loss_adv_gen: -109.443436, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 16:59:09,007 - INFO - [Train] step: 15999, loss_adv_disc: -8.032465, lr_disc: 0.000010
+2023-03-22 16:59:09,214 - INFO - [Train] step: 15999, loss_mpn: 0.027775, loss_rec: 0.087865, loss_semantic: 0.825787, loss_idmrf: 3.777539, loss_adv_gen: -144.176025, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:00:02,605 - INFO - [Eval] step: 15999, bce: 0.090302, psnr: 23.860991, ssim: 0.809374, lpips: 0.156127
+2023-03-22 17:00:35,681 - INFO - [Train] step: 16099, loss_adv_disc: 2.997143, lr_disc: 0.000010
+2023-03-22 17:00:35,887 - INFO - [Train] step: 16099, loss_mpn: 0.032936, loss_rec: 0.099430, loss_semantic: 1.008007, loss_idmrf: 4.881118, loss_adv_gen: -179.618408, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:01:06,482 - INFO - [Train] step: 16199, loss_adv_disc: 0.154049, lr_disc: 0.000010
+2023-03-22 17:01:06,683 - INFO - [Train] step: 16199, loss_mpn: 0.020398, loss_rec: 0.049510, loss_semantic: 0.644144, loss_idmrf: 2.549683, loss_adv_gen: -142.635498, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:01:38,417 - INFO - [Train] step: 16299, loss_adv_disc: -0.697125, lr_disc: 0.000010
+2023-03-22 17:01:38,619 - INFO - [Train] step: 16299, loss_mpn: 0.014008, loss_rec: 0.055683, loss_semantic: 0.651923, loss_idmrf: 3.905772, loss_adv_gen: -144.831161, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:02:09,707 - INFO - [Train] step: 16399, loss_adv_disc: 0.479673, lr_disc: 0.000010
+2023-03-22 17:02:09,921 - INFO - [Train] step: 16399, loss_mpn: 0.015991, loss_rec: 0.013118, loss_semantic: 0.245212, loss_idmrf: 2.505767, loss_adv_gen: -89.611389, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:02:41,819 - INFO - [Train] step: 16499, loss_adv_disc: -4.190668, lr_disc: 0.000010
+2023-03-22 17:02:42,043 - INFO - [Train] step: 16499, loss_mpn: 0.061458, loss_rec: 0.069530, loss_semantic: 0.826707, loss_idmrf: 5.254031, loss_adv_gen: -120.286743, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:03:14,599 - INFO - [Train] step: 16599, loss_adv_disc: 4.973835, lr_disc: 0.000010
+2023-03-22 17:03:14,807 - INFO - [Train] step: 16599, loss_mpn: 0.039070, loss_rec: 0.074206, loss_semantic: 0.850726, loss_idmrf: 4.276013, loss_adv_gen: -200.289062, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:03:45,619 - INFO - [Train] step: 16699, loss_adv_disc: -9.690825, lr_disc: 0.000010
+2023-03-22 17:03:45,823 - INFO - [Train] step: 16699, loss_mpn: 0.029731, loss_rec: 0.126519, loss_semantic: 0.905185, loss_idmrf: 5.461858, loss_adv_gen: -163.774094, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:04:16,990 - INFO - [Train] step: 16799, loss_adv_disc: 2.962205, lr_disc: 0.000010
+2023-03-22 17:04:17,200 - INFO - [Train] step: 16799, loss_mpn: 0.028425, loss_rec: 0.034918, loss_semantic: 0.445056, loss_idmrf: 2.952071, loss_adv_gen: -87.051720, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:04:49,108 - INFO - [Train] step: 16899, loss_adv_disc: -2.502394, lr_disc: 0.000010
+2023-03-22 17:04:49,315 - INFO - [Train] step: 16899, loss_mpn: 0.050034, loss_rec: 0.075744, loss_semantic: 0.859994, loss_idmrf: 4.046127, loss_adv_gen: -152.042572, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:05:20,244 - INFO - [Train] step: 16999, loss_adv_disc: 3.921318, lr_disc: 0.000010
+2023-03-22 17:05:20,456 - INFO - [Train] step: 16999, loss_mpn: 0.076236, loss_rec: 0.074821, loss_semantic: 0.815534, loss_idmrf: 4.053614, loss_adv_gen: -186.811127, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:06:13,373 - INFO - [Eval] step: 16999, bce: 0.089517, psnr: 23.681591, ssim: 0.805531, lpips: 0.157076
+2023-03-22 17:06:47,601 - INFO - [Train] step: 17099, loss_adv_disc: -3.130321, lr_disc: 0.000010
+2023-03-22 17:06:47,809 - INFO - [Train] step: 17099, loss_mpn: 0.036511, loss_rec: 0.092205, loss_semantic: 1.081674, loss_idmrf: 6.369856, loss_adv_gen: -157.288803, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:07:19,308 - INFO - [Train] step: 17199, loss_adv_disc: 2.375633, lr_disc: 0.000010
+2023-03-22 17:07:19,517 - INFO - [Train] step: 17199, loss_mpn: 0.045373, loss_rec: 0.116878, loss_semantic: 1.135335, loss_idmrf: 4.408838, loss_adv_gen: -167.521713, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:07:50,510 - INFO - [Train] step: 17299, loss_adv_disc: 4.642261, lr_disc: 0.000010
+2023-03-22 17:07:50,714 - INFO - [Train] step: 17299, loss_mpn: 0.017907, loss_rec: 0.036981, loss_semantic: 0.517485, loss_idmrf: 1.952438, loss_adv_gen: -195.053101, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:08:22,006 - INFO - [Train] step: 17399, loss_adv_disc: 2.300078, lr_disc: 0.000010
+2023-03-22 17:08:22,227 - INFO - [Train] step: 17399, loss_mpn: 0.054030, loss_rec: 0.100841, loss_semantic: 1.030951, loss_idmrf: 3.828151, loss_adv_gen: -188.882477, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:08:54,972 - INFO - [Train] step: 17499, loss_adv_disc: 1.489965, lr_disc: 0.000010
+2023-03-22 17:08:55,453 - INFO - [Train] step: 17499, loss_mpn: 0.034068, loss_rec: 0.088315, loss_semantic: 1.160562, loss_idmrf: 6.105608, loss_adv_gen: -167.804962, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:09:27,599 - INFO - [Train] step: 17599, loss_adv_disc: 3.914810, lr_disc: 0.000010
+2023-03-22 17:09:27,802 - INFO - [Train] step: 17599, loss_mpn: 0.022110, loss_rec: 0.113631, loss_semantic: 0.920975, loss_idmrf: 4.873131, loss_adv_gen: -205.621155, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:09:59,086 - INFO - [Train] step: 17699, loss_adv_disc: -3.788148, lr_disc: 0.000010
+2023-03-22 17:09:59,293 - INFO - [Train] step: 17699, loss_mpn: 0.046308, loss_rec: 0.082250, loss_semantic: 0.819029, loss_idmrf: 3.597697, loss_adv_gen: -176.754913, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:10:30,496 - INFO - [Train] step: 17799, loss_adv_disc: 0.126663, lr_disc: 0.000010
+2023-03-22 17:10:30,706 - INFO - [Train] step: 17799, loss_mpn: 0.013889, loss_rec: 0.037113, loss_semantic: 0.547286, loss_idmrf: 4.245482, loss_adv_gen: -66.629379, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:11:02,148 - INFO - [Train] step: 17899, loss_adv_disc: -2.316233, lr_disc: 0.000010
+2023-03-22 17:11:02,354 - INFO - [Train] step: 17899, loss_mpn: 0.013340, loss_rec: 0.033935, loss_semantic: 0.496199, loss_idmrf: 1.845467, loss_adv_gen: -115.834457, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:11:33,595 - INFO - [Train] step: 17999, loss_adv_disc: 1.106431, lr_disc: 0.000010
+2023-03-22 17:11:33,798 - INFO - [Train] step: 17999, loss_mpn: 0.031111, loss_rec: 0.034220, loss_semantic: 0.586172, loss_idmrf: 4.226523, loss_adv_gen: -113.798401, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:12:26,292 - INFO - [Eval] step: 17999, bce: 0.082879, psnr: 23.669420, ssim: 0.807050, lpips: 0.155145
+2023-03-22 17:13:00,422 - INFO - [Train] step: 18099, loss_adv_disc: -2.886569, lr_disc: 0.000010
+2023-03-22 17:13:00,636 - INFO - [Train] step: 18099, loss_mpn: 0.048720, loss_rec: 0.065320, loss_semantic: 0.858754, loss_idmrf: 3.705999, loss_adv_gen: -133.635193, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:13:32,039 - INFO - [Train] step: 18199, loss_adv_disc: 1.369649, lr_disc: 0.000010
+2023-03-22 17:13:32,248 - INFO - [Train] step: 18199, loss_mpn: 0.030266, loss_rec: 0.028052, loss_semantic: 0.391985, loss_idmrf: 1.446113, loss_adv_gen: -190.328049, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:14:03,623 - INFO - [Train] step: 18299, loss_adv_disc: -3.518182, lr_disc: 0.000010
+2023-03-22 17:14:03,832 - INFO - [Train] step: 18299, loss_mpn: 0.032296, loss_rec: 0.063247, loss_semantic: 0.701963, loss_idmrf: 4.671574, loss_adv_gen: -129.720093, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:14:35,133 - INFO - [Train] step: 18399, loss_adv_disc: -5.457077, lr_disc: 0.000010
+2023-03-22 17:14:35,341 - INFO - [Train] step: 18399, loss_mpn: 0.016758, loss_rec: 0.062689, loss_semantic: 0.833802, loss_idmrf: 4.426431, loss_adv_gen: -137.581451, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:15:07,236 - INFO - [Train] step: 18499, loss_adv_disc: -8.643673, lr_disc: 0.000010
+2023-03-22 17:15:07,454 - INFO - [Train] step: 18499, loss_mpn: 0.042918, loss_rec: 0.172500, loss_semantic: 1.371198, loss_idmrf: 6.619264, loss_adv_gen: -200.787262, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:15:39,486 - INFO - [Train] step: 18599, loss_adv_disc: 6.836665, lr_disc: 0.000010
+2023-03-22 17:15:39,694 - INFO - [Train] step: 18599, loss_mpn: 0.028425, loss_rec: 0.132801, loss_semantic: 0.721839, loss_idmrf: 5.341001, loss_adv_gen: -112.512619, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:16:10,782 - INFO - [Train] step: 18699, loss_adv_disc: -1.617176, lr_disc: 0.000010
+2023-03-22 17:16:10,986 - INFO - [Train] step: 18699, loss_mpn: 0.045260, loss_rec: 0.079153, loss_semantic: 0.842307, loss_idmrf: 4.471750, loss_adv_gen: -169.539093, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:16:42,777 - INFO - [Train] step: 18799, loss_adv_disc: -0.026393, lr_disc: 0.000010
+2023-03-22 17:16:42,981 - INFO - [Train] step: 18799, loss_mpn: 0.021593, loss_rec: 0.035730, loss_semantic: 0.445628, loss_idmrf: 2.672487, loss_adv_gen: -103.449799, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:17:14,118 - INFO - [Train] step: 18899, loss_adv_disc: 1.009037, lr_disc: 0.000010
+2023-03-22 17:17:14,323 - INFO - [Train] step: 18899, loss_mpn: 0.038601, loss_rec: 0.114082, loss_semantic: 1.079619, loss_idmrf: 5.663640, loss_adv_gen: -195.681458, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:17:45,676 - INFO - [Train] step: 18999, loss_adv_disc: 0.695327, lr_disc: 0.000010
+2023-03-22 17:17:45,882 - INFO - [Train] step: 18999, loss_mpn: 0.030274, loss_rec: 0.043525, loss_semantic: 0.517309, loss_idmrf: 4.222431, loss_adv_gen: -127.249397, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:18:39,097 - INFO - [Eval] step: 18999, bce: 0.086678, psnr: 23.754728, ssim: 0.807666, lpips: 0.155091
+2023-03-22 17:19:13,038 - INFO - [Train] step: 19099, loss_adv_disc: -2.046185, lr_disc: 0.000010
+2023-03-22 17:19:13,254 - INFO - [Train] step: 19099, loss_mpn: 0.050013, loss_rec: 0.063626, loss_semantic: 0.714723, loss_idmrf: 4.862559, loss_adv_gen: -143.829819, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:19:44,094 - INFO - [Train] step: 19199, loss_adv_disc: 0.536528, lr_disc: 0.000010
+2023-03-22 17:19:44,319 - INFO - [Train] step: 19199, loss_mpn: 0.025623, loss_rec: 0.046249, loss_semantic: 0.672235, loss_idmrf: 3.057731, loss_adv_gen: -126.195221, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:20:15,661 - INFO - [Train] step: 19299, loss_adv_disc: -1.761180, lr_disc: 0.000010
+2023-03-22 17:20:15,863 - INFO - [Train] step: 19299, loss_mpn: 0.034361, loss_rec: 0.138753, loss_semantic: 1.136633, loss_idmrf: 5.699389, loss_adv_gen: -176.807861, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:20:47,211 - INFO - [Train] step: 19399, loss_adv_disc: 0.493610, lr_disc: 0.000010
+2023-03-22 17:20:47,414 - INFO - [Train] step: 19399, loss_mpn: 0.054436, loss_rec: 0.094425, loss_semantic: 0.760805, loss_idmrf: 4.125546, loss_adv_gen: -145.328217, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:21:18,759 - INFO - [Train] step: 19499, loss_adv_disc: -7.780736, lr_disc: 0.000010
+2023-03-22 17:21:18,975 - INFO - [Train] step: 19499, loss_mpn: 0.022061, loss_rec: 0.064655, loss_semantic: 0.726857, loss_idmrf: 3.584268, loss_adv_gen: -141.713837, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:21:50,912 - INFO - [Train] step: 19599, loss_adv_disc: 0.939799, lr_disc: 0.000010
+2023-03-22 17:21:51,119 - INFO - [Train] step: 19599, loss_mpn: 0.031582, loss_rec: 0.130594, loss_semantic: 1.235627, loss_idmrf: 5.336012, loss_adv_gen: -180.518768, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:22:22,890 - INFO - [Train] step: 19699, loss_adv_disc: 1.775348, lr_disc: 0.000010
+2023-03-22 17:22:23,098 - INFO - [Train] step: 19699, loss_mpn: 0.022187, loss_rec: 0.037296, loss_semantic: 0.419127, loss_idmrf: 1.261404, loss_adv_gen: -170.272278, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:22:54,358 - INFO - [Train] step: 19799, loss_adv_disc: -2.282402, lr_disc: 0.000010
+2023-03-22 17:22:54,555 - INFO - [Train] step: 19799, loss_mpn: 0.038964, loss_rec: 0.072891, loss_semantic: 0.915288, loss_idmrf: 4.951587, loss_adv_gen: -169.871887, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:23:25,500 - INFO - [Train] step: 19899, loss_adv_disc: 3.252720, lr_disc: 0.000010
+2023-03-22 17:23:25,706 - INFO - [Train] step: 19899, loss_mpn: 0.005567, loss_rec: 0.038914, loss_semantic: 0.519957, loss_idmrf: 0.880871, loss_adv_gen: -203.975647, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:23:57,430 - INFO - [Train] step: 19999, loss_adv_disc: 6.708029, lr_disc: 0.000010
+2023-03-22 17:23:57,635 - INFO - [Train] step: 19999, loss_mpn: 0.029632, loss_rec: 0.109184, loss_semantic: 0.905490, loss_idmrf: 4.741167, loss_adv_gen: -176.727646, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:24:51,248 - INFO - [Eval] step: 19999, bce: 0.084909, psnr: 23.770691, ssim: 0.808624, lpips: 0.155865
+2023-03-22 17:25:25,338 - INFO - [Train] step: 20099, loss_adv_disc: 0.753132, lr_disc: 0.000010
+2023-03-22 17:25:25,539 - INFO - [Train] step: 20099, loss_mpn: 0.029787, loss_rec: 0.048597, loss_semantic: 0.574779, loss_idmrf: 2.154569, loss_adv_gen: -136.571274, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:25:56,245 - INFO - [Train] step: 20199, loss_adv_disc: -1.917118, lr_disc: 0.000010
+2023-03-22 17:25:56,462 - INFO - [Train] step: 20199, loss_mpn: 0.048887, loss_rec: 0.057887, loss_semantic: 0.722435, loss_idmrf: 4.783368, loss_adv_gen: -124.636627, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:26:28,125 - INFO - [Train] step: 20299, loss_adv_disc: -2.425068, lr_disc: 0.000010
+2023-03-22 17:26:28,330 - INFO - [Train] step: 20299, loss_mpn: 0.022522, loss_rec: 0.126469, loss_semantic: 1.069100, loss_idmrf: 5.092894, loss_adv_gen: -153.080841, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:26:59,188 - INFO - [Train] step: 20399, loss_adv_disc: 2.306562, lr_disc: 0.000010
+2023-03-22 17:26:59,394 - INFO - [Train] step: 20399, loss_mpn: 0.051370, loss_rec: 0.038666, loss_semantic: 0.555900, loss_idmrf: 1.837270, loss_adv_gen: -131.852386, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:27:30,523 - INFO - [Train] step: 20499, loss_adv_disc: 0.756891, lr_disc: 0.000010
+2023-03-22 17:27:30,730 - INFO - [Train] step: 20499, loss_mpn: 0.024955, loss_rec: 0.055856, loss_semantic: 0.695358, loss_idmrf: 3.962746, loss_adv_gen: -159.345749, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:28:03,260 - INFO - [Train] step: 20599, loss_adv_disc: -5.060188, lr_disc: 0.000010
+2023-03-22 17:28:03,474 - INFO - [Train] step: 20599, loss_mpn: 0.021764, loss_rec: 0.082268, loss_semantic: 0.816087, loss_idmrf: 6.901247, loss_adv_gen: -123.398415, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:28:35,337 - INFO - [Train] step: 20699, loss_adv_disc: 13.673567, lr_disc: 0.000010
+2023-03-22 17:28:35,551 - INFO - [Train] step: 20699, loss_mpn: 0.095212, loss_rec: 0.177657, loss_semantic: 1.037884, loss_idmrf: 5.604438, loss_adv_gen: -174.019348, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:29:07,129 - INFO - [Train] step: 20799, loss_adv_disc: 3.284690, lr_disc: 0.000010
+2023-03-22 17:29:07,335 - INFO - [Train] step: 20799, loss_mpn: 0.035551, loss_rec: 0.062952, loss_semantic: 0.788014, loss_idmrf: 5.088412, loss_adv_gen: -175.911011, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:29:38,806 - INFO - [Train] step: 20899, loss_adv_disc: 6.672035, lr_disc: 0.000010
+2023-03-22 17:29:39,016 - INFO - [Train] step: 20899, loss_mpn: 0.033785, loss_rec: 0.051330, loss_semantic: 0.639428, loss_idmrf: 2.336579, loss_adv_gen: -185.553238, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:30:10,885 - INFO - [Train] step: 20999, loss_adv_disc: -16.031610, lr_disc: 0.000010
+2023-03-22 17:30:11,093 - INFO - [Train] step: 20999, loss_mpn: 0.024006, loss_rec: 0.114550, loss_semantic: 0.963351, loss_idmrf: 4.690867, loss_adv_gen: -155.024841, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:31:04,238 - INFO - [Eval] step: 20999, bce: 0.084155, psnr: 23.813988, ssim: 0.809612, lpips: 0.154194
+2023-03-22 17:31:37,827 - INFO - [Train] step: 21099, loss_adv_disc: 1.283606, lr_disc: 0.000010
+2023-03-22 17:31:38,030 - INFO - [Train] step: 21099, loss_mpn: 0.071174, loss_rec: 0.053970, loss_semantic: 0.673623, loss_idmrf: 7.846653, loss_adv_gen: -136.728729, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:32:09,295 - INFO - [Train] step: 21199, loss_adv_disc: -11.257263, lr_disc: 0.000010
+2023-03-22 17:32:09,515 - INFO - [Train] step: 21199, loss_mpn: 0.038794, loss_rec: 0.128433, loss_semantic: 1.014354, loss_idmrf: 4.965780, loss_adv_gen: -199.438477, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:32:40,659 - INFO - [Train] step: 21299, loss_adv_disc: 2.292721, lr_disc: 0.000010
+2023-03-22 17:32:40,866 - INFO - [Train] step: 21299, loss_mpn: 0.020049, loss_rec: 0.019459, loss_semantic: 0.338071, loss_idmrf: 1.875305, loss_adv_gen: -137.043274, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:33:11,451 - INFO - [Train] step: 21399, loss_adv_disc: 3.056931, lr_disc: 0.000010
+2023-03-22 17:33:11,656 - INFO - [Train] step: 21399, loss_mpn: 0.025084, loss_rec: 0.045134, loss_semantic: 0.539386, loss_idmrf: 1.718384, loss_adv_gen: -199.661316, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:33:43,363 - INFO - [Train] step: 21499, loss_adv_disc: -1.236022, lr_disc: 0.000010
+2023-03-22 17:33:43,574 - INFO - [Train] step: 21499, loss_mpn: 0.044540, loss_rec: 0.064555, loss_semantic: 0.655133, loss_idmrf: 4.866099, loss_adv_gen: -140.021332, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:34:15,269 - INFO - [Train] step: 21599, loss_adv_disc: -2.157561, lr_disc: 0.000010
+2023-03-22 17:34:15,470 - INFO - [Train] step: 21599, loss_mpn: 0.040334, loss_rec: 0.130214, loss_semantic: 1.161406, loss_idmrf: 8.214272, loss_adv_gen: -168.796936, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:34:46,772 - INFO - [Train] step: 21699, loss_adv_disc: -0.560431, lr_disc: 0.000010
+2023-03-22 17:34:46,977 - INFO - [Train] step: 21699, loss_mpn: 0.027315, loss_rec: 0.052791, loss_semantic: 0.611305, loss_idmrf: 5.535350, loss_adv_gen: -116.412445, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:35:18,066 - INFO - [Train] step: 21799, loss_adv_disc: -5.351400, lr_disc: 0.000010
+2023-03-22 17:35:18,274 - INFO - [Train] step: 21799, loss_mpn: 0.040055, loss_rec: 0.154265, loss_semantic: 1.321409, loss_idmrf: 6.823076, loss_adv_gen: -226.794037, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:35:49,647 - INFO - [Train] step: 21899, loss_adv_disc: 3.417507, lr_disc: 0.000010
+2023-03-22 17:35:49,850 - INFO - [Train] step: 21899, loss_mpn: 0.021964, loss_rec: 0.070335, loss_semantic: 0.682982, loss_idmrf: 6.029120, loss_adv_gen: -167.483521, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:36:20,713 - INFO - [Train] step: 21999, loss_adv_disc: 2.103275, lr_disc: 0.000010
+2023-03-22 17:36:20,919 - INFO - [Train] step: 21999, loss_mpn: 0.044844, loss_rec: 0.068564, loss_semantic: 0.701217, loss_idmrf: 3.227686, loss_adv_gen: -168.671188, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:37:13,775 - INFO - [Eval] step: 21999, bce: 0.088355, psnr: 23.721180, ssim: 0.807296, lpips: 0.155135
+2023-03-22 17:37:46,914 - INFO - [Train] step: 22099, loss_adv_disc: 0.902960, lr_disc: 0.000010
+2023-03-22 17:37:47,124 - INFO - [Train] step: 22099, loss_mpn: 0.037602, loss_rec: 0.060897, loss_semantic: 0.756971, loss_idmrf: 4.696914, loss_adv_gen: -174.264740, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:38:18,596 - INFO - [Train] step: 22199, loss_adv_disc: -3.081217, lr_disc: 0.000010
+2023-03-22 17:38:18,801 - INFO - [Train] step: 22199, loss_mpn: 0.012207, loss_rec: 0.082765, loss_semantic: 0.809878, loss_idmrf: 4.805335, loss_adv_gen: -135.370544, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:38:49,594 - INFO - [Train] step: 22299, loss_adv_disc: 3.673007, lr_disc: 0.000010
+2023-03-22 17:38:49,804 - INFO - [Train] step: 22299, loss_mpn: 0.027419, loss_rec: 0.039041, loss_semantic: 0.466083, loss_idmrf: 2.662734, loss_adv_gen: -137.521713, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:39:20,636 - INFO - [Train] step: 22399, loss_adv_disc: 4.558176, lr_disc: 0.000010
+2023-03-22 17:39:20,840 - INFO - [Train] step: 22399, loss_mpn: 0.108697, loss_rec: 0.143325, loss_semantic: 0.933617, loss_idmrf: 4.384468, loss_adv_gen: -167.061478, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:39:52,327 - INFO - [Train] step: 22499, loss_adv_disc: -2.405256, lr_disc: 0.000010
+2023-03-22 17:39:52,536 - INFO - [Train] step: 22499, loss_mpn: 0.037519, loss_rec: 0.068141, loss_semantic: 0.820960, loss_idmrf: 3.524084, loss_adv_gen: -200.448471, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:40:24,203 - INFO - [Train] step: 22599, loss_adv_disc: -3.165130, lr_disc: 0.000010
+2023-03-22 17:40:24,416 - INFO - [Train] step: 22599, loss_mpn: 0.056335, loss_rec: 0.113242, loss_semantic: 1.020724, loss_idmrf: 5.198686, loss_adv_gen: -179.173401, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:40:56,231 - INFO - [Train] step: 22699, loss_adv_disc: 4.379052, lr_disc: 0.000010
+2023-03-22 17:40:56,439 - INFO - [Train] step: 22699, loss_mpn: 0.034876, loss_rec: 0.077063, loss_semantic: 0.727383, loss_idmrf: 4.724377, loss_adv_gen: -157.716934, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:41:27,993 - INFO - [Train] step: 22799, loss_adv_disc: 6.459947, lr_disc: 0.000010
+2023-03-22 17:41:28,199 - INFO - [Train] step: 22799, loss_mpn: 0.022469, loss_rec: 0.078494, loss_semantic: 0.782752, loss_idmrf: 3.981570, loss_adv_gen: -126.483192, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:41:59,443 - INFO - [Train] step: 22899, loss_adv_disc: 1.804347, lr_disc: 0.000010
+2023-03-22 17:41:59,651 - INFO - [Train] step: 22899, loss_mpn: 0.027933, loss_rec: 0.035473, loss_semantic: 0.522023, loss_idmrf: 3.395893, loss_adv_gen: -120.783669, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:42:30,361 - INFO - [Train] step: 22999, loss_adv_disc: -9.532521, lr_disc: 0.000010
+2023-03-22 17:42:30,572 - INFO - [Train] step: 22999, loss_mpn: 0.029559, loss_rec: 0.080774, loss_semantic: 0.728431, loss_idmrf: 3.417056, loss_adv_gen: -133.323273, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:43:24,196 - INFO - [Eval] step: 22999, bce: 0.085109, psnr: 23.818785, ssim: 0.809374, lpips: 0.153952
+2023-03-22 17:43:58,278 - INFO - [Train] step: 23099, loss_adv_disc: 0.942156, lr_disc: 0.000010
+2023-03-22 17:43:58,481 - INFO - [Train] step: 23099, loss_mpn: 0.056008, loss_rec: 0.055500, loss_semantic: 0.647673, loss_idmrf: 4.770620, loss_adv_gen: -146.078842, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:44:29,633 - INFO - [Train] step: 23199, loss_adv_disc: 3.725224, lr_disc: 0.000010
+2023-03-22 17:44:29,844 - INFO - [Train] step: 23199, loss_mpn: 0.023778, loss_rec: 0.061563, loss_semantic: 0.709356, loss_idmrf: 5.078514, loss_adv_gen: -144.516251, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:45:01,202 - INFO - [Train] step: 23299, loss_adv_disc: 0.518096, lr_disc: 0.000010
+2023-03-22 17:45:01,406 - INFO - [Train] step: 23299, loss_mpn: 0.032362, loss_rec: 0.038707, loss_semantic: 0.558624, loss_idmrf: 4.558009, loss_adv_gen: -138.002625, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:45:33,082 - INFO - [Train] step: 23399, loss_adv_disc: -1.027914, lr_disc: 0.000010
+2023-03-22 17:45:33,289 - INFO - [Train] step: 23399, loss_mpn: 0.047120, loss_rec: 0.085689, loss_semantic: 0.905991, loss_idmrf: 6.823572, loss_adv_gen: -158.592850, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:46:04,628 - INFO - [Train] step: 23499, loss_adv_disc: 0.479403, lr_disc: 0.000010
+2023-03-22 17:46:04,837 - INFO - [Train] step: 23499, loss_mpn: 0.017022, loss_rec: 0.063011, loss_semantic: 0.706696, loss_idmrf: 5.279335, loss_adv_gen: -171.272980, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:46:36,060 - INFO - [Train] step: 23599, loss_adv_disc: 0.498133, lr_disc: 0.000010
+2023-03-22 17:46:36,264 - INFO - [Train] step: 23599, loss_mpn: 0.026755, loss_rec: 0.052059, loss_semantic: 0.632233, loss_idmrf: 4.422794, loss_adv_gen: -141.437500, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:47:08,466 - INFO - [Train] step: 23699, loss_adv_disc: -2.962998, lr_disc: 0.000010
+2023-03-22 17:47:08,675 - INFO - [Train] step: 23699, loss_mpn: 0.030188, loss_rec: 0.097956, loss_semantic: 0.990889, loss_idmrf: 5.768708, loss_adv_gen: -159.563324, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:47:40,206 - INFO - [Train] step: 23799, loss_adv_disc: -4.249645, lr_disc: 0.000010
+2023-03-22 17:47:40,413 - INFO - [Train] step: 23799, loss_mpn: 0.018995, loss_rec: 0.092706, loss_semantic: 0.997843, loss_idmrf: 5.301599, loss_adv_gen: -132.140610, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:48:11,343 - INFO - [Train] step: 23899, loss_adv_disc: -6.535008, lr_disc: 0.000010
+2023-03-22 17:48:11,546 - INFO - [Train] step: 23899, loss_mpn: 0.027218, loss_rec: 0.073413, loss_semantic: 0.695920, loss_idmrf: 4.152179, loss_adv_gen: -163.038010, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:48:42,899 - INFO - [Train] step: 23999, loss_adv_disc: 2.106854, lr_disc: 0.000010
+2023-03-22 17:48:43,116 - INFO - [Train] step: 23999, loss_mpn: 0.037612, loss_rec: 0.093935, loss_semantic: 0.853596, loss_idmrf: 4.802185, loss_adv_gen: -196.165726, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:49:37,321 - INFO - [Eval] step: 23999, bce: 0.084606, psnr: 23.833311, ssim: 0.807885, lpips: 0.154634
+2023-03-22 17:50:11,321 - INFO - [Train] step: 24099, loss_adv_disc: 3.248212, lr_disc: 0.000010
+2023-03-22 17:50:11,530 - INFO - [Train] step: 24099, loss_mpn: 0.031535, loss_rec: 0.065249, loss_semantic: 0.684840, loss_idmrf: 4.201930, loss_adv_gen: -179.172974, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:50:43,180 - INFO - [Train] step: 24199, loss_adv_disc: -6.276098, lr_disc: 0.000010
+2023-03-22 17:50:43,382 - INFO - [Train] step: 24199, loss_mpn: 0.024149, loss_rec: 0.087760, loss_semantic: 0.862936, loss_idmrf: 2.322312, loss_adv_gen: -212.030899, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:51:14,814 - INFO - [Train] step: 24299, loss_adv_disc: 1.963171, lr_disc: 0.000010
+2023-03-22 17:51:15,023 - INFO - [Train] step: 24299, loss_mpn: 0.052479, loss_rec: 0.075977, loss_semantic: 0.812580, loss_idmrf: 4.292809, loss_adv_gen: -195.479980, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:51:46,312 - INFO - [Train] step: 24399, loss_adv_disc: -6.204015, lr_disc: 0.000010
+2023-03-22 17:51:46,515 - INFO - [Train] step: 24399, loss_mpn: 0.037007, loss_rec: 0.129860, loss_semantic: 1.365746, loss_idmrf: 6.349593, loss_adv_gen: -176.013062, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:52:17,390 - INFO - [Train] step: 24499, loss_adv_disc: -0.504322, lr_disc: 0.000010
+2023-03-22 17:52:17,597 - INFO - [Train] step: 24499, loss_mpn: 0.014745, loss_rec: 0.052574, loss_semantic: 0.577087, loss_idmrf: 2.506167, loss_adv_gen: -167.348846, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:52:48,566 - INFO - [Train] step: 24599, loss_adv_disc: 5.142937, lr_disc: 0.000010
+2023-03-22 17:52:48,771 - INFO - [Train] step: 24599, loss_mpn: 0.063722, loss_rec: 0.085016, loss_semantic: 0.849807, loss_idmrf: 4.083789, loss_adv_gen: -185.453735, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:53:20,740 - INFO - [Train] step: 24699, loss_adv_disc: 4.258090, lr_disc: 0.000010
+2023-03-22 17:53:20,954 - INFO - [Train] step: 24699, loss_mpn: 0.028205, loss_rec: 0.061064, loss_semantic: 0.655835, loss_idmrf: 2.212668, loss_adv_gen: -192.289185, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:53:52,677 - INFO - [Train] step: 24799, loss_adv_disc: 2.928828, lr_disc: 0.000010
+2023-03-22 17:53:52,881 - INFO - [Train] step: 24799, loss_mpn: 0.041524, loss_rec: 0.046056, loss_semantic: 0.650070, loss_idmrf: 3.997534, loss_adv_gen: -149.779327, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:54:24,054 - INFO - [Train] step: 24899, loss_adv_disc: -1.589233, lr_disc: 0.000010
+2023-03-22 17:54:24,260 - INFO - [Train] step: 24899, loss_mpn: 0.023611, loss_rec: 0.071199, loss_semantic: 0.861327, loss_idmrf: 4.406259, loss_adv_gen: -167.310028, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:54:55,833 - INFO - [Train] step: 24999, loss_adv_disc: -4.431582, lr_disc: 0.000010
+2023-03-22 17:54:56,039 - INFO - [Train] step: 24999, loss_mpn: 0.024840, loss_rec: 0.084932, loss_semantic: 0.778988, loss_idmrf: 7.384426, loss_adv_gen: -131.968262, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:55:49,068 - INFO - [Eval] step: 24999, bce: 0.083379, psnr: 23.715069, ssim: 0.805852, lpips: 0.155152
+2023-03-22 17:56:22,924 - INFO - [Train] step: 25099, loss_adv_disc: -1.113975, lr_disc: 0.000010
+2023-03-22 17:56:23,130 - INFO - [Train] step: 25099, loss_mpn: 0.015813, loss_rec: 0.039613, loss_semantic: 0.551900, loss_idmrf: 3.004419, loss_adv_gen: -130.569305, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:56:54,723 - INFO - [Train] step: 25199, loss_adv_disc: 0.457765, lr_disc: 0.000010
+2023-03-22 17:56:54,929 - INFO - [Train] step: 25199, loss_mpn: 0.021266, loss_rec: 0.097533, loss_semantic: 0.966819, loss_idmrf: 4.168189, loss_adv_gen: -198.051270, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:57:26,601 - INFO - [Train] step: 25299, loss_adv_disc: -1.302369, lr_disc: 0.000010
+2023-03-22 17:57:26,809 - INFO - [Train] step: 25299, loss_mpn: 0.038220, loss_rec: 0.099668, loss_semantic: 1.263582, loss_idmrf: 5.481856, loss_adv_gen: -142.092117, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:57:57,939 - INFO - [Train] step: 25399, loss_adv_disc: -4.610971, lr_disc: 0.000010
+2023-03-22 17:57:58,148 - INFO - [Train] step: 25399, loss_mpn: 0.027732, loss_rec: 0.053565, loss_semantic: 0.567632, loss_idmrf: 2.730846, loss_adv_gen: -180.220184, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:58:29,020 - INFO - [Train] step: 25499, loss_adv_disc: -0.416267, lr_disc: 0.000010
+2023-03-22 17:58:29,229 - INFO - [Train] step: 25499, loss_mpn: 0.026543, loss_rec: 0.045465, loss_semantic: 0.660427, loss_idmrf: 4.034665, loss_adv_gen: -168.655396, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:59:00,649 - INFO - [Train] step: 25599, loss_adv_disc: -4.437840, lr_disc: 0.000010
+2023-03-22 17:59:00,854 - INFO - [Train] step: 25599, loss_mpn: 0.030913, loss_rec: 0.053726, loss_semantic: 0.644291, loss_idmrf: 3.187248, loss_adv_gen: -154.253891, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 17:59:32,508 - INFO - [Train] step: 25699, loss_adv_disc: -5.472551, lr_disc: 0.000010
+2023-03-22 17:59:32,720 - INFO - [Train] step: 25699, loss_mpn: 0.026059, loss_rec: 0.067937, loss_semantic: 0.852949, loss_idmrf: 6.303207, loss_adv_gen: -107.166954, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:00:03,945 - INFO - [Train] step: 25799, loss_adv_disc: -0.317112, lr_disc: 0.000010
+2023-03-22 18:00:04,151 - INFO - [Train] step: 25799, loss_mpn: 0.020143, loss_rec: 0.034743, loss_semantic: 0.544053, loss_idmrf: 3.339954, loss_adv_gen: -187.066254, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:00:35,790 - INFO - [Train] step: 25899, loss_adv_disc: -0.502471, lr_disc: 0.000010
+2023-03-22 18:00:35,998 - INFO - [Train] step: 25899, loss_mpn: 0.059550, loss_rec: 0.072703, loss_semantic: 1.021322, loss_idmrf: 4.831135, loss_adv_gen: -143.786804, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:01:07,046 - INFO - [Train] step: 25999, loss_adv_disc: -1.318676, lr_disc: 0.000010
+2023-03-22 18:01:07,249 - INFO - [Train] step: 25999, loss_mpn: 0.027664, loss_rec: 0.070529, loss_semantic: 0.923977, loss_idmrf: 8.331661, loss_adv_gen: -117.204170, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:02:00,466 - INFO - [Eval] step: 25999, bce: 0.086464, psnr: 23.898880, ssim: 0.810760, lpips: 0.154498
+2023-03-22 18:02:34,273 - INFO - [Train] step: 26099, loss_adv_disc: 1.904849, lr_disc: 0.000010
+2023-03-22 18:02:34,478 - INFO - [Train] step: 26099, loss_mpn: 0.061162, loss_rec: 0.064458, loss_semantic: 0.776618, loss_idmrf: 3.651948, loss_adv_gen: -204.585510, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:03:05,669 - INFO - [Train] step: 26199, loss_adv_disc: 0.791988, lr_disc: 0.000010
+2023-03-22 18:03:05,878 - INFO - [Train] step: 26199, loss_mpn: 0.010655, loss_rec: 0.032119, loss_semantic: 0.471393, loss_idmrf: 2.081914, loss_adv_gen: -126.706360, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:03:37,564 - INFO - [Train] step: 26299, loss_adv_disc: -5.302739, lr_disc: 0.000010
+2023-03-22 18:03:37,774 - INFO - [Train] step: 26299, loss_mpn: 0.042350, loss_rec: 0.094300, loss_semantic: 1.118976, loss_idmrf: 5.125145, loss_adv_gen: -141.519104, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:04:08,747 - INFO - [Train] step: 26399, loss_adv_disc: -0.098197, lr_disc: 0.000010
+2023-03-22 18:04:08,958 - INFO - [Train] step: 26399, loss_mpn: 0.008975, loss_rec: 0.027904, loss_semantic: 0.356421, loss_idmrf: 1.542708, loss_adv_gen: -189.401337, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:04:40,569 - INFO - [Train] step: 26499, loss_adv_disc: 1.341898, lr_disc: 0.000010
+2023-03-22 18:04:40,780 - INFO - [Train] step: 26499, loss_mpn: 0.033978, loss_rec: 0.129351, loss_semantic: 1.179298, loss_idmrf: 7.162181, loss_adv_gen: -211.376846, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:05:12,320 - INFO - [Train] step: 26599, loss_adv_disc: -1.549184, lr_disc: 0.000010
+2023-03-22 18:05:12,527 - INFO - [Train] step: 26599, loss_mpn: 0.011589, loss_rec: 0.063124, loss_semantic: 0.568022, loss_idmrf: 3.585934, loss_adv_gen: -108.550552, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:05:44,011 - INFO - [Train] step: 26699, loss_adv_disc: 1.623097, lr_disc: 0.000010
+2023-03-22 18:05:44,227 - INFO - [Train] step: 26699, loss_mpn: 0.012727, loss_rec: 0.045697, loss_semantic: 0.626418, loss_idmrf: 1.837270, loss_adv_gen: -219.312973, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:06:16,193 - INFO - [Train] step: 26799, loss_adv_disc: 2.121683, lr_disc: 0.000010
+2023-03-22 18:06:16,395 - INFO - [Train] step: 26799, loss_mpn: 0.027436, loss_rec: 0.042350, loss_semantic: 0.526838, loss_idmrf: 1.315572, loss_adv_gen: -182.194946, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:06:47,694 - INFO - [Train] step: 26899, loss_adv_disc: -7.025741, lr_disc: 0.000010
+2023-03-22 18:06:47,912 - INFO - [Train] step: 26899, loss_mpn: 0.047011, loss_rec: 0.100641, loss_semantic: 1.126186, loss_idmrf: 4.338398, loss_adv_gen: -186.468475, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:07:18,906 - INFO - [Train] step: 26999, loss_adv_disc: -1.300028, lr_disc: 0.000010
+2023-03-22 18:07:19,114 - INFO - [Train] step: 26999, loss_mpn: 0.024122, loss_rec: 0.126527, loss_semantic: 0.921117, loss_idmrf: 4.796831, loss_adv_gen: -217.864166, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:08:12,913 - INFO - [Eval] step: 26999, bce: 0.085347, psnr: 23.799545, ssim: 0.808991, lpips: 0.153501
+2023-03-22 18:08:47,145 - INFO - [Train] step: 27099, loss_adv_disc: -3.628184, lr_disc: 0.000010
+2023-03-22 18:08:47,345 - INFO - [Train] step: 27099, loss_mpn: 0.053692, loss_rec: 0.084246, loss_semantic: 0.926529, loss_idmrf: 5.937052, loss_adv_gen: -152.228638, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:09:18,566 - INFO - [Train] step: 27199, loss_adv_disc: -0.740643, lr_disc: 0.000010
+2023-03-22 18:09:18,770 - INFO - [Train] step: 27199, loss_mpn: 0.011713, loss_rec: 0.037710, loss_semantic: 0.465385, loss_idmrf: 1.884292, loss_adv_gen: -117.638885, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:09:49,427 - INFO - [Train] step: 27299, loss_adv_disc: -10.595238, lr_disc: 0.000010
+2023-03-22 18:09:49,629 - INFO - [Train] step: 27299, loss_mpn: 0.025165, loss_rec: 0.135937, loss_semantic: 1.235880, loss_idmrf: 3.929908, loss_adv_gen: -230.376831, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:10:20,843 - INFO - [Train] step: 27399, loss_adv_disc: 2.780133, lr_disc: 0.000010
+2023-03-22 18:10:21,045 - INFO - [Train] step: 27399, loss_mpn: 0.029063, loss_rec: 0.039174, loss_semantic: 0.518376, loss_idmrf: 1.623090, loss_adv_gen: -160.183762, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:10:52,211 - INFO - [Train] step: 27499, loss_adv_disc: -5.194978, lr_disc: 0.000010
+2023-03-22 18:10:52,426 - INFO - [Train] step: 27499, loss_mpn: 0.062666, loss_rec: 0.149713, loss_semantic: 1.105511, loss_idmrf: 4.183428, loss_adv_gen: -204.166718, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:11:23,448 - INFO - [Train] step: 27599, loss_adv_disc: -6.966307, lr_disc: 0.000010
+2023-03-22 18:11:23,656 - INFO - [Train] step: 27599, loss_mpn: 0.038637, loss_rec: 0.112280, loss_semantic: 0.986874, loss_idmrf: 4.975789, loss_adv_gen: -148.941833, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:11:55,148 - INFO - [Train] step: 27699, loss_adv_disc: 5.018077, lr_disc: 0.000010
+2023-03-22 18:11:55,356 - INFO - [Train] step: 27699, loss_mpn: 0.030805, loss_rec: 0.044214, loss_semantic: 0.472235, loss_idmrf: 3.050107, loss_adv_gen: -176.793213, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:12:27,627 - INFO - [Train] step: 27799, loss_adv_disc: 0.085176, lr_disc: 0.000010
+2023-03-22 18:12:27,849 - INFO - [Train] step: 27799, loss_mpn: 0.043922, loss_rec: 0.084683, loss_semantic: 0.731911, loss_idmrf: 3.744139, loss_adv_gen: -188.114853, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:12:59,386 - INFO - [Train] step: 27899, loss_adv_disc: -14.954826, lr_disc: 0.000010
+2023-03-22 18:12:59,599 - INFO - [Train] step: 27899, loss_mpn: 0.025727, loss_rec: 0.072105, loss_semantic: 0.802238, loss_idmrf: 7.397090, loss_adv_gen: -149.742538, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:13:30,541 - INFO - [Train] step: 27999, loss_adv_disc: -3.792777, lr_disc: 0.000010
+2023-03-22 18:13:30,751 - INFO - [Train] step: 27999, loss_mpn: 0.027499, loss_rec: 0.086872, loss_semantic: 0.824084, loss_idmrf: 2.544716, loss_adv_gen: -231.785828, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:14:23,573 - INFO - [Eval] step: 27999, bce: 0.084538, psnr: 23.664646, ssim: 0.805936, lpips: 0.154717
+2023-03-22 18:14:57,472 - INFO - [Train] step: 28099, loss_adv_disc: 0.343205, lr_disc: 0.000010
+2023-03-22 18:14:57,675 - INFO - [Train] step: 28099, loss_mpn: 0.038402, loss_rec: 0.068375, loss_semantic: 0.829755, loss_idmrf: 5.985584, loss_adv_gen: -159.065918, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:15:28,652 - INFO - [Train] step: 28199, loss_adv_disc: -0.142456, lr_disc: 0.000010
+2023-03-22 18:15:28,864 - INFO - [Train] step: 28199, loss_mpn: 0.022719, loss_rec: 0.070305, loss_semantic: 0.766326, loss_idmrf: 3.093023, loss_adv_gen: -164.866165, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:16:00,030 - INFO - [Train] step: 28299, loss_adv_disc: 6.582799, lr_disc: 0.000010
+2023-03-22 18:16:00,239 - INFO - [Train] step: 28299, loss_mpn: 0.023789, loss_rec: 0.049995, loss_semantic: 0.702878, loss_idmrf: 2.649762, loss_adv_gen: -225.080795, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:16:32,091 - INFO - [Train] step: 28399, loss_adv_disc: -4.375566, lr_disc: 0.000010
+2023-03-22 18:16:32,294 - INFO - [Train] step: 28399, loss_mpn: 0.042465, loss_rec: 0.101194, loss_semantic: 1.022672, loss_idmrf: 5.701043, loss_adv_gen: -211.877411, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:17:03,416 - INFO - [Train] step: 28499, loss_adv_disc: 0.269172, lr_disc: 0.000010
+2023-03-22 18:17:03,622 - INFO - [Train] step: 28499, loss_mpn: 0.041194, loss_rec: 0.073829, loss_semantic: 0.649600, loss_idmrf: 6.162508, loss_adv_gen: -131.907959, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:17:35,615 - INFO - [Train] step: 28599, loss_adv_disc: 1.413307, lr_disc: 0.000010
+2023-03-22 18:17:35,824 - INFO - [Train] step: 28599, loss_mpn: 0.015477, loss_rec: 0.053716, loss_semantic: 0.654791, loss_idmrf: 3.729575, loss_adv_gen: -174.534119, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:18:07,502 - INFO - [Train] step: 28699, loss_adv_disc: -3.613505, lr_disc: 0.000010
+2023-03-22 18:18:07,709 - INFO - [Train] step: 28699, loss_mpn: 0.032541, loss_rec: 0.108073, loss_semantic: 0.876199, loss_idmrf: 3.828629, loss_adv_gen: -192.006714, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:18:39,661 - INFO - [Train] step: 28799, loss_adv_disc: 0.785462, lr_disc: 0.000010
+2023-03-22 18:18:39,872 - INFO - [Train] step: 28799, loss_mpn: 0.031875, loss_rec: 0.017349, loss_semantic: 0.308257, loss_idmrf: 0.969998, loss_adv_gen: -155.111069, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:19:11,229 - INFO - [Train] step: 28899, loss_adv_disc: -1.464145, lr_disc: 0.000010
+2023-03-22 18:19:11,441 - INFO - [Train] step: 28899, loss_mpn: 0.022424, loss_rec: 0.108441, loss_semantic: 0.795668, loss_idmrf: 3.558556, loss_adv_gen: -172.631287, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:19:42,891 - INFO - [Train] step: 28999, loss_adv_disc: 0.643436, lr_disc: 0.000010
+2023-03-22 18:19:43,098 - INFO - [Train] step: 28999, loss_mpn: 0.014831, loss_rec: 0.034582, loss_semantic: 0.450861, loss_idmrf: 1.841925, loss_adv_gen: -141.487137, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:20:36,896 - INFO - [Eval] step: 28999, bce: 0.082743, psnr: 23.874666, ssim: 0.809409, lpips: 0.153465
+2023-03-22 18:21:10,867 - INFO - [Train] step: 29099, loss_adv_disc: 1.652803, lr_disc: 0.000010
+2023-03-22 18:21:11,071 - INFO - [Train] step: 29099, loss_mpn: 0.019327, loss_rec: 0.049708, loss_semantic: 0.621821, loss_idmrf: 3.687046, loss_adv_gen: -135.352112, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:21:42,727 - INFO - [Train] step: 29199, loss_adv_disc: 0.453787, lr_disc: 0.000010
+2023-03-22 18:21:42,931 - INFO - [Train] step: 29199, loss_mpn: 0.010837, loss_rec: 0.044378, loss_semantic: 0.542424, loss_idmrf: 1.645768, loss_adv_gen: -180.808701, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:22:14,128 - INFO - [Train] step: 29299, loss_adv_disc: 3.323628, lr_disc: 0.000010
+2023-03-22 18:22:14,334 - INFO - [Train] step: 29299, loss_mpn: 0.045788, loss_rec: 0.050083, loss_semantic: 0.683270, loss_idmrf: 4.133409, loss_adv_gen: -151.180344, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:22:45,130 - INFO - [Train] step: 29399, loss_adv_disc: -9.055069, lr_disc: 0.000010
+2023-03-22 18:22:45,334 - INFO - [Train] step: 29399, loss_mpn: 0.023754, loss_rec: 0.103609, loss_semantic: 0.876209, loss_idmrf: 4.034557, loss_adv_gen: -152.396881, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:23:16,123 - INFO - [Train] step: 29499, loss_adv_disc: 3.646391, lr_disc: 0.000010
+2023-03-22 18:23:16,328 - INFO - [Train] step: 29499, loss_mpn: 0.025208, loss_rec: 0.034712, loss_semantic: 0.544453, loss_idmrf: 6.024570, loss_adv_gen: -132.755035, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:23:47,267 - INFO - [Train] step: 29599, loss_adv_disc: 2.998023, lr_disc: 0.000010
+2023-03-22 18:23:47,713 - INFO - [Train] step: 29599, loss_mpn: 0.009221, loss_rec: 0.034125, loss_semantic: 0.420968, loss_idmrf: 1.505743, loss_adv_gen: -184.585052, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:24:19,025 - INFO - [Train] step: 29699, loss_adv_disc: -3.437604, lr_disc: 0.000010
+2023-03-22 18:24:19,230 - INFO - [Train] step: 29699, loss_mpn: 0.015353, loss_rec: 0.070634, loss_semantic: 0.732895, loss_idmrf: 4.629845, loss_adv_gen: -144.646164, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:24:50,747 - INFO - [Train] step: 29799, loss_adv_disc: 3.249393, lr_disc: 0.000010
+2023-03-22 18:24:50,975 - INFO - [Train] step: 29799, loss_mpn: 0.053337, loss_rec: 0.066190, loss_semantic: 0.719225, loss_idmrf: 5.100448, loss_adv_gen: -211.051605, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:25:22,652 - INFO - [Train] step: 29899, loss_adv_disc: 6.641839, lr_disc: 0.000010
+2023-03-22 18:25:22,861 - INFO - [Train] step: 29899, loss_mpn: 0.085349, loss_rec: 0.128930, loss_semantic: 1.229681, loss_idmrf: 5.198396, loss_adv_gen: -221.460739, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:25:54,507 - INFO - [Train] step: 29999, loss_adv_disc: 1.432222, lr_disc: 0.000010
+2023-03-22 18:25:54,710 - INFO - [Train] step: 29999, loss_mpn: 0.020867, loss_rec: 0.026257, loss_semantic: 0.397499, loss_idmrf: 2.450706, loss_adv_gen: -163.641846, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:26:47,117 - INFO - [Eval] step: 29999, bce: 0.087234, psnr: 23.765785, ssim: 0.809497, lpips: 0.153203
+2023-03-22 18:27:21,174 - INFO - [Train] step: 30099, loss_adv_disc: -5.674580, lr_disc: 0.000010
+2023-03-22 18:27:21,377 - INFO - [Train] step: 30099, loss_mpn: 0.081490, loss_rec: 0.107701, loss_semantic: 1.057091, loss_idmrf: 5.233908, loss_adv_gen: -154.142212, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:27:52,346 - INFO - [Train] step: 30199, loss_adv_disc: 2.540669, lr_disc: 0.000010
+2023-03-22 18:27:52,548 - INFO - [Train] step: 30199, loss_mpn: 0.235896, loss_rec: 0.155409, loss_semantic: 1.161466, loss_idmrf: 6.371645, loss_adv_gen: -164.694733, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:28:23,929 - INFO - [Train] step: 30299, loss_adv_disc: -6.286256, lr_disc: 0.000010
+2023-03-22 18:28:24,135 - INFO - [Train] step: 30299, loss_mpn: 0.051434, loss_rec: 0.118052, loss_semantic: 1.055532, loss_idmrf: 6.240299, loss_adv_gen: -166.295792, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:28:55,522 - INFO - [Train] step: 30399, loss_adv_disc: 0.606272, lr_disc: 0.000010
+2023-03-22 18:28:55,729 - INFO - [Train] step: 30399, loss_mpn: 0.015101, loss_rec: 0.054015, loss_semantic: 0.657348, loss_idmrf: 3.314929, loss_adv_gen: -179.380951, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:29:26,625 - INFO - [Train] step: 30499, loss_adv_disc: -8.756996, lr_disc: 0.000010
+2023-03-22 18:29:26,828 - INFO - [Train] step: 30499, loss_mpn: 0.011984, loss_rec: 0.104327, loss_semantic: 0.835408, loss_idmrf: 3.711790, loss_adv_gen: -162.827194, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:29:58,965 - INFO - [Train] step: 30599, loss_adv_disc: -18.567017, lr_disc: 0.000010
+2023-03-22 18:29:59,174 - INFO - [Train] step: 30599, loss_mpn: 0.049328, loss_rec: 0.117976, loss_semantic: 0.920355, loss_idmrf: 6.881751, loss_adv_gen: -181.048828, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:30:30,209 - INFO - [Train] step: 30699, loss_adv_disc: 2.163773, lr_disc: 0.000010
+2023-03-22 18:30:30,415 - INFO - [Train] step: 30699, loss_mpn: 0.013448, loss_rec: 0.044266, loss_semantic: 0.473263, loss_idmrf: 1.930857, loss_adv_gen: -182.094360, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:31:02,324 - INFO - [Train] step: 30799, loss_adv_disc: -3.859809, lr_disc: 0.000010
+2023-03-22 18:31:02,529 - INFO - [Train] step: 30799, loss_mpn: 0.023069, loss_rec: 0.089274, loss_semantic: 0.792654, loss_idmrf: 3.717487, loss_adv_gen: -164.855301, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:31:35,187 - INFO - [Train] step: 30899, loss_adv_disc: 1.471086, lr_disc: 0.000010
+2023-03-22 18:31:35,403 - INFO - [Train] step: 30899, loss_mpn: 0.008204, loss_rec: 0.026755, loss_semantic: 0.392065, loss_idmrf: 1.273327, loss_adv_gen: -125.874771, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:32:06,583 - INFO - [Train] step: 30999, loss_adv_disc: 0.874784, lr_disc: 0.000010
+2023-03-22 18:32:06,803 - INFO - [Train] step: 30999, loss_mpn: 0.021350, loss_rec: 0.026842, loss_semantic: 0.351975, loss_idmrf: 2.967815, loss_adv_gen: -207.724121, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:32:59,278 - INFO - [Eval] step: 30999, bce: 0.085211, psnr: 23.827053, ssim: 0.808192, lpips: 0.154052
+2023-03-22 18:33:33,077 - INFO - [Train] step: 31099, loss_adv_disc: -4.473627, lr_disc: 0.000010
+2023-03-22 18:33:33,282 - INFO - [Train] step: 31099, loss_mpn: 0.035168, loss_rec: 0.083165, loss_semantic: 0.751310, loss_idmrf: 4.073505, loss_adv_gen: -199.686127, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:34:04,832 - INFO - [Train] step: 31199, loss_adv_disc: -0.280650, lr_disc: 0.000010
+2023-03-22 18:34:05,033 - INFO - [Train] step: 31199, loss_mpn: 0.059346, loss_rec: 0.135751, loss_semantic: 0.929619, loss_idmrf: 6.176350, loss_adv_gen: -187.753784, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:34:36,135 - INFO - [Train] step: 31299, loss_adv_disc: 2.928004, lr_disc: 0.000010
+2023-03-22 18:34:36,341 - INFO - [Train] step: 31299, loss_mpn: 0.020413, loss_rec: 0.053026, loss_semantic: 0.618258, loss_idmrf: 2.146991, loss_adv_gen: -173.714996, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:35:06,976 - INFO - [Train] step: 31399, loss_adv_disc: -5.210818, lr_disc: 0.000010
+2023-03-22 18:35:07,179 - INFO - [Train] step: 31399, loss_mpn: 0.182230, loss_rec: 0.158302, loss_semantic: 1.143576, loss_idmrf: 5.672682, loss_adv_gen: -202.467484, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:35:38,912 - INFO - [Train] step: 31499, loss_adv_disc: -5.093344, lr_disc: 0.000010
+2023-03-22 18:35:39,119 - INFO - [Train] step: 31499, loss_mpn: 0.039274, loss_rec: 0.083684, loss_semantic: 0.855030, loss_idmrf: 5.363710, loss_adv_gen: -161.994263, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:36:10,983 - INFO - [Train] step: 31599, loss_adv_disc: -2.567892, lr_disc: 0.000010
+2023-03-22 18:36:11,193 - INFO - [Train] step: 31599, loss_mpn: 0.017186, loss_rec: 0.056272, loss_semantic: 0.655125, loss_idmrf: 2.545305, loss_adv_gen: -212.352295, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:36:42,375 - INFO - [Train] step: 31699, loss_adv_disc: -2.714999, lr_disc: 0.000010
+2023-03-22 18:36:42,584 - INFO - [Train] step: 31699, loss_mpn: 0.049251, loss_rec: 0.058555, loss_semantic: 0.828244, loss_idmrf: 5.364924, loss_adv_gen: -136.853760, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:37:13,868 - INFO - [Train] step: 31799, loss_adv_disc: 1.490076, lr_disc: 0.000010
+2023-03-22 18:37:14,086 - INFO - [Train] step: 31799, loss_mpn: 0.013156, loss_rec: 0.032268, loss_semantic: 0.481716, loss_idmrf: 3.604361, loss_adv_gen: -162.123932, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:37:46,905 - INFO - [Train] step: 31899, loss_adv_disc: 2.998866, lr_disc: 0.000010
+2023-03-22 18:37:47,111 - INFO - [Train] step: 31899, loss_mpn: 0.026074, loss_rec: 0.055989, loss_semantic: 0.659200, loss_idmrf: 2.271279, loss_adv_gen: -172.712463, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:38:18,294 - INFO - [Train] step: 31999, loss_adv_disc: 0.253924, lr_disc: 0.000010
+2023-03-22 18:38:18,501 - INFO - [Train] step: 31999, loss_mpn: 0.008219, loss_rec: 0.026657, loss_semantic: 0.403456, loss_idmrf: 1.283294, loss_adv_gen: -148.868530, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:39:10,780 - INFO - [Eval] step: 31999, bce: 0.083404, psnr: 23.801201, ssim: 0.808848, lpips: 0.153518
+2023-03-22 18:39:44,118 - INFO - [Train] step: 32099, loss_adv_disc: -10.505234, lr_disc: 0.000010
+2023-03-22 18:39:44,321 - INFO - [Train] step: 32099, loss_mpn: 0.023901, loss_rec: 0.070120, loss_semantic: 0.904904, loss_idmrf: 3.512280, loss_adv_gen: -147.621353, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:40:16,095 - INFO - [Train] step: 32199, loss_adv_disc: 2.801385, lr_disc: 0.000010
+2023-03-22 18:40:16,297 - INFO - [Train] step: 32199, loss_mpn: 0.027555, loss_rec: 0.046387, loss_semantic: 0.567948, loss_idmrf: 4.072597, loss_adv_gen: -179.848541, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:40:47,739 - INFO - [Train] step: 32299, loss_adv_disc: -0.151923, lr_disc: 0.000010
+2023-03-22 18:40:47,947 - INFO - [Train] step: 32299, loss_mpn: 0.036917, loss_rec: 0.049696, loss_semantic: 0.551035, loss_idmrf: 2.372583, loss_adv_gen: -177.475052, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:41:19,926 - INFO - [Train] step: 32399, loss_adv_disc: -7.606453, lr_disc: 0.000010
+2023-03-22 18:41:20,137 - INFO - [Train] step: 32399, loss_mpn: 0.036467, loss_rec: 0.094213, loss_semantic: 0.801075, loss_idmrf: 4.531014, loss_adv_gen: -167.185455, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:41:52,067 - INFO - [Train] step: 32499, loss_adv_disc: -6.050553, lr_disc: 0.000010
+2023-03-22 18:41:52,270 - INFO - [Train] step: 32499, loss_mpn: 0.062964, loss_rec: 0.140295, loss_semantic: 1.110321, loss_idmrf: 7.235597, loss_adv_gen: -254.633713, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:42:23,263 - INFO - [Train] step: 32599, loss_adv_disc: -3.011417, lr_disc: 0.000010
+2023-03-22 18:42:23,465 - INFO - [Train] step: 32599, loss_mpn: 0.028237, loss_rec: 0.108924, loss_semantic: 0.831297, loss_idmrf: 3.961821, loss_adv_gen: -180.321121, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:42:54,246 - INFO - [Train] step: 32699, loss_adv_disc: -5.823949, lr_disc: 0.000010
+2023-03-22 18:42:54,456 - INFO - [Train] step: 32699, loss_mpn: 0.025087, loss_rec: 0.073207, loss_semantic: 0.675839, loss_idmrf: 3.663266, loss_adv_gen: -156.158463, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:43:26,518 - INFO - [Train] step: 32799, loss_adv_disc: -8.155622, lr_disc: 0.000010
+2023-03-22 18:43:26,723 - INFO - [Train] step: 32799, loss_mpn: 0.012777, loss_rec: 0.110834, loss_semantic: 0.844446, loss_idmrf: 3.197862, loss_adv_gen: -199.197357, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:43:58,768 - INFO - [Train] step: 32899, loss_adv_disc: 7.539937, lr_disc: 0.000010
+2023-03-22 18:43:58,974 - INFO - [Train] step: 32899, loss_mpn: 0.053325, loss_rec: 0.056327, loss_semantic: 0.702836, loss_idmrf: 3.031844, loss_adv_gen: -169.834137, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:44:30,080 - INFO - [Train] step: 32999, loss_adv_disc: 2.855080, lr_disc: 0.000010
+2023-03-22 18:44:30,292 - INFO - [Train] step: 32999, loss_mpn: 0.025808, loss_rec: 0.031453, loss_semantic: 0.447314, loss_idmrf: 0.747750, loss_adv_gen: -178.823761, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:45:22,915 - INFO - [Eval] step: 32999, bce: 0.083424, psnr: 23.768072, ssim: 0.805462, lpips: 0.152765
+2023-03-22 18:45:56,576 - INFO - [Train] step: 33099, loss_adv_disc: 18.854355, lr_disc: 0.000010
+2023-03-22 18:45:56,783 - INFO - [Train] step: 33099, loss_mpn: 0.014052, loss_rec: 0.107144, loss_semantic: 0.891181, loss_idmrf: 7.122880, loss_adv_gen: -172.430054, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:46:27,588 - INFO - [Train] step: 33199, loss_adv_disc: 3.167740, lr_disc: 0.000010
+2023-03-22 18:46:27,791 - INFO - [Train] step: 33199, loss_mpn: 0.036822, loss_rec: 0.046739, loss_semantic: 0.666953, loss_idmrf: 5.542789, loss_adv_gen: -145.976440, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:46:58,045 - INFO - [Train] step: 33299, loss_adv_disc: 2.011564, lr_disc: 0.000010
+2023-03-22 18:46:58,248 - INFO - [Train] step: 33299, loss_mpn: 0.019273, loss_rec: 0.039313, loss_semantic: 0.570812, loss_idmrf: 2.071138, loss_adv_gen: -132.716919, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:47:29,921 - INFO - [Train] step: 33399, loss_adv_disc: 0.003658, lr_disc: 0.000010
+2023-03-22 18:47:30,131 - INFO - [Train] step: 33399, loss_mpn: 0.031059, loss_rec: 0.069995, loss_semantic: 0.831728, loss_idmrf: 3.043093, loss_adv_gen: -226.597763, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:48:01,388 - INFO - [Train] step: 33499, loss_adv_disc: -2.952382, lr_disc: 0.000010
+2023-03-22 18:48:01,589 - INFO - [Train] step: 33499, loss_mpn: 0.060571, loss_rec: 0.146026, loss_semantic: 1.064262, loss_idmrf: 6.122086, loss_adv_gen: -193.488129, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:48:32,738 - INFO - [Train] step: 33599, loss_adv_disc: -9.409095, lr_disc: 0.000010
+2023-03-22 18:48:32,961 - INFO - [Train] step: 33599, loss_mpn: 0.038038, loss_rec: 0.097619, loss_semantic: 0.885050, loss_idmrf: 5.677143, loss_adv_gen: -181.245483, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:49:04,587 - INFO - [Train] step: 33699, loss_adv_disc: 0.350584, lr_disc: 0.000010
+2023-03-22 18:49:04,796 - INFO - [Train] step: 33699, loss_mpn: 0.028353, loss_rec: 0.047220, loss_semantic: 0.619226, loss_idmrf: 3.520085, loss_adv_gen: -157.537018, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:49:35,974 - INFO - [Train] step: 33799, loss_adv_disc: 6.729441, lr_disc: 0.000010
+2023-03-22 18:49:36,179 - INFO - [Train] step: 33799, loss_mpn: 0.060689, loss_rec: 0.072165, loss_semantic: 0.773387, loss_idmrf: 2.496191, loss_adv_gen: -223.410004, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:50:07,881 - INFO - [Train] step: 33899, loss_adv_disc: -2.390014, lr_disc: 0.000010
+2023-03-22 18:50:08,097 - INFO - [Train] step: 33899, loss_mpn: 0.031596, loss_rec: 0.047698, loss_semantic: 0.584604, loss_idmrf: 3.862236, loss_adv_gen: -184.032349, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:50:39,881 - INFO - [Train] step: 33999, loss_adv_disc: 3.768025, lr_disc: 0.000010
+2023-03-22 18:50:40,086 - INFO - [Train] step: 33999, loss_mpn: 0.034467, loss_rec: 0.059505, loss_semantic: 0.596141, loss_idmrf: 2.301340, loss_adv_gen: -201.042603, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:51:34,146 - INFO - [Eval] step: 33999, bce: 0.086820, psnr: 23.812126, ssim: 0.807645, lpips: 0.152289
+2023-03-22 18:52:07,950 - INFO - [Train] step: 34099, loss_adv_disc: -0.073798, lr_disc: 0.000010
+2023-03-22 18:52:08,154 - INFO - [Train] step: 34099, loss_mpn: 0.055026, loss_rec: 0.071999, loss_semantic: 0.847998, loss_idmrf: 5.405362, loss_adv_gen: -165.975662, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:52:39,035 - INFO - [Train] step: 34199, loss_adv_disc: -0.460702, lr_disc: 0.000010
+2023-03-22 18:52:39,241 - INFO - [Train] step: 34199, loss_mpn: 0.019839, loss_rec: 0.050517, loss_semantic: 0.663420, loss_idmrf: 2.616908, loss_adv_gen: -158.540771, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:53:10,107 - INFO - [Train] step: 34299, loss_adv_disc: -0.950800, lr_disc: 0.000010
+2023-03-22 18:53:10,312 - INFO - [Train] step: 34299, loss_mpn: 0.018469, loss_rec: 0.037770, loss_semantic: 0.466922, loss_idmrf: 2.380150, loss_adv_gen: -154.520798, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:53:41,681 - INFO - [Train] step: 34399, loss_adv_disc: -12.667452, lr_disc: 0.000010
+2023-03-22 18:53:41,892 - INFO - [Train] step: 34399, loss_mpn: 0.020682, loss_rec: 0.108616, loss_semantic: 0.998246, loss_idmrf: 7.786623, loss_adv_gen: -117.142731, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:54:13,259 - INFO - [Train] step: 34499, loss_adv_disc: -2.173758, lr_disc: 0.000010
+2023-03-22 18:54:13,467 - INFO - [Train] step: 34499, loss_mpn: 0.029535, loss_rec: 0.073205, loss_semantic: 0.824013, loss_idmrf: 4.609402, loss_adv_gen: -159.724274, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:54:44,323 - INFO - [Train] step: 34599, loss_adv_disc: 1.153512, lr_disc: 0.000010
+2023-03-22 18:54:44,529 - INFO - [Train] step: 34599, loss_mpn: 0.043121, loss_rec: 0.095200, loss_semantic: 0.997516, loss_idmrf: 4.145623, loss_adv_gen: -195.233093, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:55:16,434 - INFO - [Train] step: 34699, loss_adv_disc: -4.441694, lr_disc: 0.000010
+2023-03-22 18:55:16,631 - INFO - [Train] step: 34699, loss_mpn: 0.032467, loss_rec: 0.100256, loss_semantic: 0.882005, loss_idmrf: 4.865404, loss_adv_gen: -214.261154, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:55:47,937 - INFO - [Train] step: 34799, loss_adv_disc: 2.918247, lr_disc: 0.000010
+2023-03-22 18:55:48,138 - INFO - [Train] step: 34799, loss_mpn: 0.013617, loss_rec: 0.050417, loss_semantic: 0.629465, loss_idmrf: 2.335209, loss_adv_gen: -166.785202, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:56:19,363 - INFO - [Train] step: 34899, loss_adv_disc: 1.932177, lr_disc: 0.000010
+2023-03-22 18:56:19,581 - INFO - [Train] step: 34899, loss_mpn: 0.008230, loss_rec: 0.026435, loss_semantic: 0.371030, loss_idmrf: 2.363662, loss_adv_gen: -159.031540, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:56:51,630 - INFO - [Train] step: 34999, loss_adv_disc: 3.932254, lr_disc: 0.000010
+2023-03-22 18:56:51,830 - INFO - [Train] step: 34999, loss_mpn: 0.064101, loss_rec: 0.088515, loss_semantic: 0.917935, loss_idmrf: 3.618725, loss_adv_gen: -188.419922, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:57:45,794 - INFO - [Eval] step: 34999, bce: 0.085885, psnr: 23.847288, ssim: 0.809925, lpips: 0.152398
+2023-03-22 18:58:19,918 - INFO - [Train] step: 35099, loss_adv_disc: -10.421022, lr_disc: 0.000010
+2023-03-22 18:58:20,121 - INFO - [Train] step: 35099, loss_mpn: 0.036902, loss_rec: 0.099848, loss_semantic: 1.064580, loss_idmrf: 5.432910, loss_adv_gen: -194.031052, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:58:51,300 - INFO - [Train] step: 35199, loss_adv_disc: -13.183279, lr_disc: 0.000010
+2023-03-22 18:58:51,504 - INFO - [Train] step: 35199, loss_mpn: 0.048259, loss_rec: 0.115474, loss_semantic: 1.128568, loss_idmrf: 6.062509, loss_adv_gen: -199.739563, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:59:22,973 - INFO - [Train] step: 35299, loss_adv_disc: -0.222975, lr_disc: 0.000010
+2023-03-22 18:59:23,177 - INFO - [Train] step: 35299, loss_mpn: 0.016425, loss_rec: 0.025749, loss_semantic: 0.428946, loss_idmrf: 5.488606, loss_adv_gen: -114.218132, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 18:59:54,058 - INFO - [Train] step: 35399, loss_adv_disc: -4.206903, lr_disc: 0.000010
+2023-03-22 18:59:54,271 - INFO - [Train] step: 35399, loss_mpn: 0.038304, loss_rec: 0.077344, loss_semantic: 1.109413, loss_idmrf: 7.638048, loss_adv_gen: -133.156311, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:00:25,823 - INFO - [Train] step: 35499, loss_adv_disc: 11.801670, lr_disc: 0.000010
+2023-03-22 19:00:26,031 - INFO - [Train] step: 35499, loss_mpn: 0.018511, loss_rec: 0.191519, loss_semantic: 1.655192, loss_idmrf: 6.181773, loss_adv_gen: -185.106201, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:00:57,550 - INFO - [Train] step: 35599, loss_adv_disc: -1.642620, lr_disc: 0.000010
+2023-03-22 19:00:57,757 - INFO - [Train] step: 35599, loss_mpn: 0.038977, loss_rec: 0.081246, loss_semantic: 0.885207, loss_idmrf: 3.772923, loss_adv_gen: -211.546082, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:01:28,464 - INFO - [Train] step: 35699, loss_adv_disc: -8.985195, lr_disc: 0.000010
+2023-03-22 19:01:28,670 - INFO - [Train] step: 35699, loss_mpn: 0.047218, loss_rec: 0.091152, loss_semantic: 0.886442, loss_idmrf: 3.761276, loss_adv_gen: -210.654755, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:01:59,836 - INFO - [Train] step: 35799, loss_adv_disc: 2.808625, lr_disc: 0.000010
+2023-03-22 19:02:00,045 - INFO - [Train] step: 35799, loss_mpn: 0.007678, loss_rec: 0.027849, loss_semantic: 0.411564, loss_idmrf: 1.648311, loss_adv_gen: -197.635620, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:02:31,461 - INFO - [Train] step: 35899, loss_adv_disc: 2.044214, lr_disc: 0.000010
+2023-03-22 19:02:31,668 - INFO - [Train] step: 35899, loss_mpn: 0.015704, loss_rec: 0.037831, loss_semantic: 0.480552, loss_idmrf: 1.679540, loss_adv_gen: -206.295288, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:03:03,173 - INFO - [Train] step: 35999, loss_adv_disc: 0.560397, lr_disc: 0.000010
+2023-03-22 19:03:03,379 - INFO - [Train] step: 35999, loss_mpn: 0.037280, loss_rec: 0.089641, loss_semantic: 0.826712, loss_idmrf: 2.636077, loss_adv_gen: -223.647842, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:03:56,645 - INFO - [Eval] step: 35999, bce: 0.084335, psnr: 23.864222, ssim: 0.809955, lpips: 0.152167
+2023-03-22 19:04:30,054 - INFO - [Train] step: 36099, loss_adv_disc: 1.234684, lr_disc: 0.000010
+2023-03-22 19:04:30,264 - INFO - [Train] step: 36099, loss_mpn: 0.021455, loss_rec: 0.028221, loss_semantic: 0.411991, loss_idmrf: 1.588791, loss_adv_gen: -190.156082, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:05:01,646 - INFO - [Train] step: 36199, loss_adv_disc: -8.134286, lr_disc: 0.000010
+2023-03-22 19:05:01,853 - INFO - [Train] step: 36199, loss_mpn: 0.014354, loss_rec: 0.081395, loss_semantic: 0.615312, loss_idmrf: 3.459430, loss_adv_gen: -148.390701, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:05:32,839 - INFO - [Train] step: 36299, loss_adv_disc: 2.410160, lr_disc: 0.000010
+2023-03-22 19:05:33,046 - INFO - [Train] step: 36299, loss_mpn: 0.025952, loss_rec: 0.056729, loss_semantic: 0.714319, loss_idmrf: 3.776675, loss_adv_gen: -219.393845, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:06:04,097 - INFO - [Train] step: 36399, loss_adv_disc: -5.160097, lr_disc: 0.000010
+2023-03-22 19:06:04,308 - INFO - [Train] step: 36399, loss_mpn: 0.046212, loss_rec: 0.081817, loss_semantic: 0.925248, loss_idmrf: 5.311756, loss_adv_gen: -181.426270, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:06:35,331 - INFO - [Train] step: 36499, loss_adv_disc: 0.136919, lr_disc: 0.000010
+2023-03-22 19:06:35,536 - INFO - [Train] step: 36499, loss_mpn: 0.025225, loss_rec: 0.041576, loss_semantic: 0.501862, loss_idmrf: 2.005132, loss_adv_gen: -176.871979, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:07:07,077 - INFO - [Train] step: 36599, loss_adv_disc: -14.449991, lr_disc: 0.000010
+2023-03-22 19:07:07,279 - INFO - [Train] step: 36599, loss_mpn: 0.028279, loss_rec: 0.105134, loss_semantic: 0.967475, loss_idmrf: 6.537480, loss_adv_gen: -178.080139, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:07:38,557 - INFO - [Train] step: 36699, loss_adv_disc: -2.619279, lr_disc: 0.000010
+2023-03-22 19:07:38,763 - INFO - [Train] step: 36699, loss_mpn: 0.016203, loss_rec: 0.052677, loss_semantic: 0.701937, loss_idmrf: 3.071856, loss_adv_gen: -151.466721, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:08:09,955 - INFO - [Train] step: 36799, loss_adv_disc: -2.033172, lr_disc: 0.000010
+2023-03-22 19:08:10,174 - INFO - [Train] step: 36799, loss_mpn: 0.051329, loss_rec: 0.080198, loss_semantic: 0.817845, loss_idmrf: 3.560273, loss_adv_gen: -202.042938, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:08:41,846 - INFO - [Train] step: 36899, loss_adv_disc: -5.818135, lr_disc: 0.000010
+2023-03-22 19:08:42,055 - INFO - [Train] step: 36899, loss_mpn: 0.032759, loss_rec: 0.089647, loss_semantic: 0.931059, loss_idmrf: 4.496238, loss_adv_gen: -179.540268, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:09:13,216 - INFO - [Train] step: 36999, loss_adv_disc: -3.559664, lr_disc: 0.000010
+2023-03-22 19:09:13,424 - INFO - [Train] step: 36999, loss_mpn: 0.039296, loss_rec: 0.096796, loss_semantic: 0.854188, loss_idmrf: 3.606708, loss_adv_gen: -188.854660, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:10:06,371 - INFO - [Eval] step: 36999, bce: 0.083671, psnr: 23.865486, ssim: 0.809509, lpips: 0.151866
+2023-03-22 19:10:39,809 - INFO - [Train] step: 37099, loss_adv_disc: 2.435326, lr_disc: 0.000010
+2023-03-22 19:10:40,009 - INFO - [Train] step: 37099, loss_mpn: 0.024445, loss_rec: 0.063010, loss_semantic: 0.849520, loss_idmrf: 4.247090, loss_adv_gen: -210.889526, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:11:11,202 - INFO - [Train] step: 37199, loss_adv_disc: -9.129087, lr_disc: 0.000010
+2023-03-22 19:11:11,421 - INFO - [Train] step: 37199, loss_mpn: 0.133003, loss_rec: 0.158555, loss_semantic: 1.464252, loss_idmrf: 4.520770, loss_adv_gen: -264.495422, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:11:42,723 - INFO - [Train] step: 37299, loss_adv_disc: 9.775322, lr_disc: 0.000010
+2023-03-22 19:11:42,922 - INFO - [Train] step: 37299, loss_mpn: 0.017209, loss_rec: 0.057699, loss_semantic: 0.605187, loss_idmrf: 2.376261, loss_adv_gen: -209.614532, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:12:13,599 - INFO - [Train] step: 37399, loss_adv_disc: -1.465079, lr_disc: 0.000010
+2023-03-22 19:12:13,804 - INFO - [Train] step: 37399, loss_mpn: 0.019937, loss_rec: 0.054153, loss_semantic: 0.725764, loss_idmrf: 8.251253, loss_adv_gen: -153.825226, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:12:45,294 - INFO - [Train] step: 37499, loss_adv_disc: -18.559593, lr_disc: 0.000010
+2023-03-22 19:12:45,497 - INFO - [Train] step: 37499, loss_mpn: 0.019741, loss_rec: 0.142280, loss_semantic: 1.233327, loss_idmrf: 6.313437, loss_adv_gen: -155.557571, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:13:16,457 - INFO - [Train] step: 37599, loss_adv_disc: 5.575077, lr_disc: 0.000010
+2023-03-22 19:13:16,665 - INFO - [Train] step: 37599, loss_mpn: 0.014889, loss_rec: 0.046584, loss_semantic: 0.562416, loss_idmrf: 1.131340, loss_adv_gen: -211.067810, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:13:47,924 - INFO - [Train] step: 37699, loss_adv_disc: -0.506822, lr_disc: 0.000010
+2023-03-22 19:13:48,131 - INFO - [Train] step: 37699, loss_mpn: 0.037461, loss_rec: 0.070982, loss_semantic: 0.824327, loss_idmrf: 4.758640, loss_adv_gen: -204.610596, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:14:19,332 - INFO - [Train] step: 37799, loss_adv_disc: 4.172374, lr_disc: 0.000010
+2023-03-22 19:14:19,536 - INFO - [Train] step: 37799, loss_mpn: 0.021715, loss_rec: 0.065213, loss_semantic: 0.828459, loss_idmrf: 3.096930, loss_adv_gen: -215.770111, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:14:50,918 - INFO - [Train] step: 37899, loss_adv_disc: -1.684724, lr_disc: 0.000010
+2023-03-22 19:14:51,121 - INFO - [Train] step: 37899, loss_mpn: 0.031144, loss_rec: 0.066792, loss_semantic: 0.779937, loss_idmrf: 4.807859, loss_adv_gen: -147.779510, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:15:22,363 - INFO - [Train] step: 37999, loss_adv_disc: 0.522175, lr_disc: 0.000010
+2023-03-22 19:15:22,573 - INFO - [Train] step: 37999, loss_mpn: 0.015710, loss_rec: 0.056754, loss_semantic: 0.664621, loss_idmrf: 1.930383, loss_adv_gen: -223.032288, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:16:15,582 - INFO - [Eval] step: 37999, bce: 0.083387, psnr: 23.836992, ssim: 0.807510, lpips: 0.151431
+2023-03-22 19:16:49,948 - INFO - [Train] step: 38099, loss_adv_disc: -11.533445, lr_disc: 0.000010
+2023-03-22 19:16:50,163 - INFO - [Train] step: 38099, loss_mpn: 0.021554, loss_rec: 0.088648, loss_semantic: 0.830359, loss_idmrf: 4.871338, loss_adv_gen: -162.852402, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:17:21,686 - INFO - [Train] step: 38199, loss_adv_disc: -14.598377, lr_disc: 0.000010
+2023-03-22 19:17:21,890 - INFO - [Train] step: 38199, loss_mpn: 0.024261, loss_rec: 0.100691, loss_semantic: 0.990243, loss_idmrf: 5.703161, loss_adv_gen: -153.926407, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:17:53,217 - INFO - [Train] step: 38299, loss_adv_disc: -2.541342, lr_disc: 0.000010
+2023-03-22 19:17:53,436 - INFO - [Train] step: 38299, loss_mpn: 0.037250, loss_rec: 0.074591, loss_semantic: 0.825791, loss_idmrf: 3.497082, loss_adv_gen: -165.195160, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:18:25,137 - INFO - [Train] step: 38399, loss_adv_disc: -18.676947, lr_disc: 0.000010
+2023-03-22 19:18:25,346 - INFO - [Train] step: 38399, loss_mpn: 0.010715, loss_rec: 0.117244, loss_semantic: 0.689619, loss_idmrf: 5.778435, loss_adv_gen: -158.735931, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:18:56,675 - INFO - [Train] step: 38499, loss_adv_disc: 0.303218, lr_disc: 0.000010
+2023-03-22 19:18:56,877 - INFO - [Train] step: 38499, loss_mpn: 0.053257, loss_rec: 0.082927, loss_semantic: 0.878261, loss_idmrf: 4.085561, loss_adv_gen: -175.214661, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:19:28,468 - INFO - [Train] step: 38599, loss_adv_disc: 4.994578, lr_disc: 0.000010
+2023-03-22 19:19:28,683 - INFO - [Train] step: 38599, loss_mpn: 0.015527, loss_rec: 0.034486, loss_semantic: 0.534250, loss_idmrf: 1.387176, loss_adv_gen: -226.936722, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:20:00,754 - INFO - [Train] step: 38699, loss_adv_disc: 2.885646, lr_disc: 0.000010
+2023-03-22 19:20:00,956 - INFO - [Train] step: 38699, loss_mpn: 0.021442, loss_rec: 0.032648, loss_semantic: 0.416164, loss_idmrf: 1.381459, loss_adv_gen: -204.431030, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:20:32,529 - INFO - [Train] step: 38799, loss_adv_disc: -1.285476, lr_disc: 0.000010
+2023-03-22 19:20:32,739 - INFO - [Train] step: 38799, loss_mpn: 0.023845, loss_rec: 0.042757, loss_semantic: 0.577122, loss_idmrf: 3.882565, loss_adv_gen: -142.151016, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:21:03,826 - INFO - [Train] step: 38899, loss_adv_disc: 0.847971, lr_disc: 0.000010
+2023-03-22 19:21:04,032 - INFO - [Train] step: 38899, loss_mpn: 0.034974, loss_rec: 0.050599, loss_semantic: 0.742222, loss_idmrf: 3.989402, loss_adv_gen: -193.132843, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:21:35,497 - INFO - [Train] step: 38999, loss_adv_disc: -1.898664, lr_disc: 0.000010
+2023-03-22 19:21:35,717 - INFO - [Train] step: 38999, loss_mpn: 0.044296, loss_rec: 0.092699, loss_semantic: 1.085710, loss_idmrf: 4.612259, loss_adv_gen: -208.126068, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:22:30,352 - INFO - [Eval] step: 38999, bce: 0.085939, psnr: 23.856318, ssim: 0.808785, lpips: 0.151824
+2023-03-22 19:23:04,109 - INFO - [Train] step: 39099, loss_adv_disc: 3.135548, lr_disc: 0.000010
+2023-03-22 19:23:04,312 - INFO - [Train] step: 39099, loss_mpn: 0.050402, loss_rec: 0.090492, loss_semantic: 1.030661, loss_idmrf: 4.288019, loss_adv_gen: -258.171814, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:23:35,796 - INFO - [Train] step: 39199, loss_adv_disc: 4.294714, lr_disc: 0.000010
+2023-03-22 19:23:36,004 - INFO - [Train] step: 39199, loss_mpn: 0.026491, loss_rec: 0.037472, loss_semantic: 0.510025, loss_idmrf: 2.277268, loss_adv_gen: -199.359421, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:24:07,262 - INFO - [Train] step: 39299, loss_adv_disc: -8.391276, lr_disc: 0.000010
+2023-03-22 19:24:07,480 - INFO - [Train] step: 39299, loss_mpn: 0.016456, loss_rec: 0.093942, loss_semantic: 1.092398, loss_idmrf: 7.402259, loss_adv_gen: -134.684433, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:24:38,886 - INFO - [Train] step: 39399, loss_adv_disc: 1.127362, lr_disc: 0.000010
+2023-03-22 19:24:39,096 - INFO - [Train] step: 39399, loss_mpn: 0.027353, loss_rec: 0.074739, loss_semantic: 0.839191, loss_idmrf: 4.218983, loss_adv_gen: -205.885223, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:25:10,465 - INFO - [Train] step: 39499, loss_adv_disc: 0.954325, lr_disc: 0.000010
+2023-03-22 19:25:10,673 - INFO - [Train] step: 39499, loss_mpn: 0.026337, loss_rec: 0.054979, loss_semantic: 0.562189, loss_idmrf: 4.140532, loss_adv_gen: -180.563248, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:25:42,197 - INFO - [Train] step: 39599, loss_adv_disc: -1.554833, lr_disc: 0.000010
+2023-03-22 19:25:42,396 - INFO - [Train] step: 39599, loss_mpn: 0.019728, loss_rec: 0.101969, loss_semantic: 1.125250, loss_idmrf: 7.029755, loss_adv_gen: -196.552017, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:26:13,693 - INFO - [Train] step: 39699, loss_adv_disc: 0.280031, lr_disc: 0.000010
+2023-03-22 19:26:13,910 - INFO - [Train] step: 39699, loss_mpn: 0.044970, loss_rec: 0.063389, loss_semantic: 0.591817, loss_idmrf: 3.639167, loss_adv_gen: -217.014496, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:26:44,993 - INFO - [Train] step: 39799, loss_adv_disc: -9.914627, lr_disc: 0.000010
+2023-03-22 19:26:45,198 - INFO - [Train] step: 39799, loss_mpn: 0.026407, loss_rec: 0.110503, loss_semantic: 1.156953, loss_idmrf: 5.828176, loss_adv_gen: -176.603943, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:27:16,072 - INFO - [Train] step: 39899, loss_adv_disc: 2.641956, lr_disc: 0.000010
+2023-03-22 19:27:16,281 - INFO - [Train] step: 39899, loss_mpn: 0.026909, loss_rec: 0.045711, loss_semantic: 0.654290, loss_idmrf: 3.944899, loss_adv_gen: -162.257996, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:27:47,759 - INFO - [Train] step: 39999, loss_adv_disc: -0.591072, lr_disc: 0.000010
+2023-03-22 19:27:47,966 - INFO - [Train] step: 39999, loss_mpn: 0.041109, loss_rec: 0.060439, loss_semantic: 0.680439, loss_idmrf: 3.718406, loss_adv_gen: -164.809967, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:28:41,817 - INFO - [Eval] step: 39999, bce: 0.083959, psnr: 23.889923, ssim: 0.809121, lpips: 0.151942
+2023-03-22 19:29:15,653 - INFO - [Train] step: 40099, loss_adv_disc: 4.993259, lr_disc: 0.000010
+2023-03-22 19:29:15,863 - INFO - [Train] step: 40099, loss_mpn: 0.018157, loss_rec: 0.035928, loss_semantic: 0.518811, loss_idmrf: 1.601643, loss_adv_gen: -171.579773, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:29:47,394 - INFO - [Train] step: 40199, loss_adv_disc: 0.893269, lr_disc: 0.000010
+2023-03-22 19:29:47,601 - INFO - [Train] step: 40199, loss_mpn: 0.038899, loss_rec: 0.053827, loss_semantic: 0.702787, loss_idmrf: 3.496756, loss_adv_gen: -164.942368, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:30:19,033 - INFO - [Train] step: 40299, loss_adv_disc: -2.450630, lr_disc: 0.000010
+2023-03-22 19:30:19,243 - INFO - [Train] step: 40299, loss_mpn: 0.056820, loss_rec: 0.074356, loss_semantic: 0.928052, loss_idmrf: 4.988997, loss_adv_gen: -191.638519, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:30:50,391 - INFO - [Train] step: 40399, loss_adv_disc: -19.235905, lr_disc: 0.000010
+2023-03-22 19:30:50,596 - INFO - [Train] step: 40399, loss_mpn: 0.113444, loss_rec: 0.185633, loss_semantic: 1.346497, loss_idmrf: 5.880828, loss_adv_gen: -231.989105, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:31:22,248 - INFO - [Train] step: 40499, loss_adv_disc: 1.539134, lr_disc: 0.000010
+2023-03-22 19:31:22,456 - INFO - [Train] step: 40499, loss_mpn: 0.059879, loss_rec: 0.074012, loss_semantic: 0.766353, loss_idmrf: 2.918739, loss_adv_gen: -183.447876, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:31:54,290 - INFO - [Train] step: 40599, loss_adv_disc: -4.128705, lr_disc: 0.000010
+2023-03-22 19:31:54,498 - INFO - [Train] step: 40599, loss_mpn: 0.026205, loss_rec: 0.043236, loss_semantic: 0.558396, loss_idmrf: 7.603260, loss_adv_gen: -182.465851, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:32:25,718 - INFO - [Train] step: 40699, loss_adv_disc: 1.244040, lr_disc: 0.000010
+2023-03-22 19:32:25,922 - INFO - [Train] step: 40699, loss_mpn: 0.038877, loss_rec: 0.034961, loss_semantic: 0.423547, loss_idmrf: 2.258034, loss_adv_gen: -158.275360, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:32:57,251 - INFO - [Train] step: 40799, loss_adv_disc: 3.394307, lr_disc: 0.000010
+2023-03-22 19:32:57,458 - INFO - [Train] step: 40799, loss_mpn: 0.020095, loss_rec: 0.043756, loss_semantic: 0.645686, loss_idmrf: 2.273069, loss_adv_gen: -200.253067, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:33:29,161 - INFO - [Train] step: 40899, loss_adv_disc: 3.847109, lr_disc: 0.000010
+2023-03-22 19:33:29,366 - INFO - [Train] step: 40899, loss_mpn: 0.018268, loss_rec: 0.032295, loss_semantic: 0.400357, loss_idmrf: 0.898603, loss_adv_gen: -207.650085, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:34:00,566 - INFO - [Train] step: 40999, loss_adv_disc: 2.796848, lr_disc: 0.000010
+2023-03-22 19:34:00,779 - INFO - [Train] step: 40999, loss_mpn: 0.039164, loss_rec: 0.049584, loss_semantic: 0.527448, loss_idmrf: 2.359405, loss_adv_gen: -178.719299, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:34:58,737 - INFO - [Eval] step: 40999, bce: 0.082051, psnr: 23.678236, ssim: 0.806558, lpips: 0.153028
+2023-03-22 19:35:34,093 - INFO - [Train] step: 41099, loss_adv_disc: 4.327212, lr_disc: 0.000010
+2023-03-22 19:35:34,305 - INFO - [Train] step: 41099, loss_mpn: 0.049955, loss_rec: 0.100031, loss_semantic: 1.056167, loss_idmrf: 6.807785, loss_adv_gen: -177.706497, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:36:05,880 - INFO - [Train] step: 41199, loss_adv_disc: -9.120993, lr_disc: 0.000010
+2023-03-22 19:36:06,094 - INFO - [Train] step: 41199, loss_mpn: 0.035316, loss_rec: 0.074060, loss_semantic: 0.810584, loss_idmrf: 6.839889, loss_adv_gen: -138.972198, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:36:37,652 - INFO - [Train] step: 41299, loss_adv_disc: -0.112468, lr_disc: 0.000010
+2023-03-22 19:36:37,860 - INFO - [Train] step: 41299, loss_mpn: 0.017484, loss_rec: 0.084462, loss_semantic: 0.936282, loss_idmrf: 3.585660, loss_adv_gen: -223.533813, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:37:09,460 - INFO - [Train] step: 41399, loss_adv_disc: -2.125111, lr_disc: 0.000010
+2023-03-22 19:37:09,666 - INFO - [Train] step: 41399, loss_mpn: 0.035001, loss_rec: 0.066074, loss_semantic: 0.637531, loss_idmrf: 5.123592, loss_adv_gen: -171.299103, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:37:41,522 - INFO - [Train] step: 41499, loss_adv_disc: 0.525556, lr_disc: 0.000010
+2023-03-22 19:37:41,731 - INFO - [Train] step: 41499, loss_mpn: 0.030923, loss_rec: 0.045845, loss_semantic: 0.536019, loss_idmrf: 1.810900, loss_adv_gen: -175.021118, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:38:12,833 - INFO - [Train] step: 41599, loss_adv_disc: -1.587953, lr_disc: 0.000010
+2023-03-22 19:38:13,045 - INFO - [Train] step: 41599, loss_mpn: 0.061070, loss_rec: 0.107695, loss_semantic: 0.828770, loss_idmrf: 4.548792, loss_adv_gen: -180.751831, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:38:44,372 - INFO - [Train] step: 41699, loss_adv_disc: -11.532835, lr_disc: 0.000010
+2023-03-22 19:38:44,577 - INFO - [Train] step: 41699, loss_mpn: 0.036358, loss_rec: 0.069677, loss_semantic: 0.871702, loss_idmrf: 7.196054, loss_adv_gen: -99.996056, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:39:15,839 - INFO - [Train] step: 41799, loss_adv_disc: 1.983217, lr_disc: 0.000010
+2023-03-22 19:39:16,040 - INFO - [Train] step: 41799, loss_mpn: 0.024707, loss_rec: 0.040576, loss_semantic: 0.462409, loss_idmrf: 2.071987, loss_adv_gen: -174.662903, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:39:47,329 - INFO - [Train] step: 41899, loss_adv_disc: -1.083743, lr_disc: 0.000010
+2023-03-22 19:39:47,548 - INFO - [Train] step: 41899, loss_mpn: 0.025812, loss_rec: 0.047651, loss_semantic: 0.658179, loss_idmrf: 4.941481, loss_adv_gen: -153.142761, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:40:18,798 - INFO - [Train] step: 41999, loss_adv_disc: 11.723720, lr_disc: 0.000010
+2023-03-22 19:40:19,009 - INFO - [Train] step: 41999, loss_mpn: 0.183322, loss_rec: 0.118960, loss_semantic: 0.855945, loss_idmrf: 4.410901, loss_adv_gen: -221.655823, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:41:14,673 - INFO - [Eval] step: 41999, bce: 0.083539, psnr: 23.836256, ssim: 0.808203, lpips: 0.151986
+2023-03-22 19:41:49,699 - INFO - [Train] step: 42099, loss_adv_disc: 0.904731, lr_disc: 0.000010
+2023-03-22 19:41:49,910 - INFO - [Train] step: 42099, loss_mpn: 0.043854, loss_rec: 0.041394, loss_semantic: 0.671427, loss_idmrf: 4.049375, loss_adv_gen: -175.549194, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:42:20,893 - INFO - [Train] step: 42199, loss_adv_disc: -4.345023, lr_disc: 0.000010
+2023-03-22 19:42:21,099 - INFO - [Train] step: 42199, loss_mpn: 0.038342, loss_rec: 0.093115, loss_semantic: 1.035195, loss_idmrf: 5.312744, loss_adv_gen: -211.579437, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:42:52,540 - INFO - [Train] step: 42299, loss_adv_disc: -3.337085, lr_disc: 0.000010
+2023-03-22 19:42:52,747 - INFO - [Train] step: 42299, loss_mpn: 0.018444, loss_rec: 0.058819, loss_semantic: 0.812059, loss_idmrf: 5.964282, loss_adv_gen: -136.942322, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:43:24,244 - INFO - [Train] step: 42399, loss_adv_disc: 0.345663, lr_disc: 0.000010
+2023-03-22 19:43:24,688 - INFO - [Train] step: 42399, loss_mpn: 0.010872, loss_rec: 0.026880, loss_semantic: 0.423816, loss_idmrf: 2.998858, loss_adv_gen: -182.688171, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:43:55,803 - INFO - [Train] step: 42499, loss_adv_disc: 1.937868, lr_disc: 0.000010
+2023-03-22 19:43:56,002 - INFO - [Train] step: 42499, loss_mpn: 0.049901, loss_rec: 0.082323, loss_semantic: 0.801396, loss_idmrf: 4.192218, loss_adv_gen: -192.264465, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:44:26,779 - INFO - [Train] step: 42599, loss_adv_disc: 0.592661, lr_disc: 0.000010
+2023-03-22 19:44:26,994 - INFO - [Train] step: 42599, loss_mpn: 0.005819, loss_rec: 0.025365, loss_semantic: 0.360376, loss_idmrf: 0.895346, loss_adv_gen: -154.532074, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:44:58,337 - INFO - [Train] step: 42699, loss_adv_disc: -4.366629, lr_disc: 0.000010
+2023-03-22 19:44:58,551 - INFO - [Train] step: 42699, loss_mpn: 0.125850, loss_rec: 0.150404, loss_semantic: 1.204795, loss_idmrf: 7.900651, loss_adv_gen: -218.215027, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:45:29,946 - INFO - [Train] step: 42799, loss_adv_disc: 0.413658, lr_disc: 0.000010
+2023-03-22 19:45:30,165 - INFO - [Train] step: 42799, loss_mpn: 0.014713, loss_rec: 0.032771, loss_semantic: 0.419022, loss_idmrf: 4.442106, loss_adv_gen: -120.468048, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:46:01,030 - INFO - [Train] step: 42899, loss_adv_disc: 1.189566, lr_disc: 0.000010
+2023-03-22 19:46:01,236 - INFO - [Train] step: 42899, loss_mpn: 0.023287, loss_rec: 0.044464, loss_semantic: 0.625942, loss_idmrf: 3.716552, loss_adv_gen: -216.090576, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:46:32,716 - INFO - [Train] step: 42999, loss_adv_disc: 5.441510, lr_disc: 0.000010
+2023-03-22 19:46:32,928 - INFO - [Train] step: 42999, loss_mpn: 0.032903, loss_rec: 0.049616, loss_semantic: 0.555567, loss_idmrf: 3.178307, loss_adv_gen: -199.846115, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:47:27,384 - INFO - [Eval] step: 42999, bce: 0.082132, psnr: 23.904022, ssim: 0.811470, lpips: 0.152349
+2023-03-22 19:48:02,006 - INFO - [Train] step: 43099, loss_adv_disc: 2.083481, lr_disc: 0.000010
+2023-03-22 19:48:02,212 - INFO - [Train] step: 43099, loss_mpn: 0.016149, loss_rec: 0.055340, loss_semantic: 0.661136, loss_idmrf: 1.339456, loss_adv_gen: -215.305756, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:48:34,118 - INFO - [Train] step: 43199, loss_adv_disc: 1.020308, lr_disc: 0.000010
+2023-03-22 19:48:34,334 - INFO - [Train] step: 43199, loss_mpn: 0.036311, loss_rec: 0.081640, loss_semantic: 0.929386, loss_idmrf: 6.078945, loss_adv_gen: -195.991089, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:49:05,868 - INFO - [Train] step: 43299, loss_adv_disc: 12.611383, lr_disc: 0.000010
+2023-03-22 19:49:06,074 - INFO - [Train] step: 43299, loss_mpn: 0.026606, loss_rec: 0.092952, loss_semantic: 0.687791, loss_idmrf: 4.664622, loss_adv_gen: -193.063141, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:49:37,203 - INFO - [Train] step: 43399, loss_adv_disc: -20.546329, lr_disc: 0.000010
+2023-03-22 19:49:37,418 - INFO - [Train] step: 43399, loss_mpn: 0.031024, loss_rec: 0.125589, loss_semantic: 1.104032, loss_idmrf: 5.530293, loss_adv_gen: -155.392090, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:50:08,861 - INFO - [Train] step: 43499, loss_adv_disc: 5.007806, lr_disc: 0.000010
+2023-03-22 19:50:09,069 - INFO - [Train] step: 43499, loss_mpn: 0.034830, loss_rec: 0.074427, loss_semantic: 0.889365, loss_idmrf: 3.775192, loss_adv_gen: -211.479187, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:50:39,944 - INFO - [Train] step: 43599, loss_adv_disc: -2.407502, lr_disc: 0.000010
+2023-03-22 19:50:40,147 - INFO - [Train] step: 43599, loss_mpn: 0.102493, loss_rec: 0.119553, loss_semantic: 1.081806, loss_idmrf: 4.826343, loss_adv_gen: -218.364990, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:51:11,526 - INFO - [Train] step: 43699, loss_adv_disc: -3.065383, lr_disc: 0.000010
+2023-03-22 19:51:11,731 - INFO - [Train] step: 43699, loss_mpn: 0.029489, loss_rec: 0.043766, loss_semantic: 0.670412, loss_idmrf: 4.483224, loss_adv_gen: -159.306702, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:51:43,871 - INFO - [Train] step: 43799, loss_adv_disc: -13.681360, lr_disc: 0.000010
+2023-03-22 19:51:44,085 - INFO - [Train] step: 43799, loss_mpn: 0.017852, loss_rec: 0.163815, loss_semantic: 1.367587, loss_idmrf: 4.316073, loss_adv_gen: -232.485062, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:52:15,851 - INFO - [Train] step: 43899, loss_adv_disc: -5.794834, lr_disc: 0.000010
+2023-03-22 19:52:16,053 - INFO - [Train] step: 43899, loss_mpn: 0.042048, loss_rec: 0.074290, loss_semantic: 0.913146, loss_idmrf: 8.161979, loss_adv_gen: -141.024857, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:52:48,139 - INFO - [Train] step: 43999, loss_adv_disc: -3.011908, lr_disc: 0.000010
+2023-03-22 19:52:48,343 - INFO - [Train] step: 43999, loss_mpn: 0.024563, loss_rec: 0.117396, loss_semantic: 0.915217, loss_idmrf: 4.826754, loss_adv_gen: -207.081116, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:53:41,743 - INFO - [Eval] step: 43999, bce: 0.083772, psnr: 23.731556, ssim: 0.810201, lpips: 0.152907
+2023-03-22 19:54:16,846 - INFO - [Train] step: 44099, loss_adv_disc: -3.696196, lr_disc: 0.000010
+2023-03-22 19:54:17,058 - INFO - [Train] step: 44099, loss_mpn: 0.063654, loss_rec: 0.089147, loss_semantic: 0.798651, loss_idmrf: 5.343058, loss_adv_gen: -184.706818, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:54:48,503 - INFO - [Train] step: 44199, loss_adv_disc: 1.418397, lr_disc: 0.000010
+2023-03-22 19:54:48,705 - INFO - [Train] step: 44199, loss_mpn: 0.037888, loss_rec: 0.058492, loss_semantic: 0.732786, loss_idmrf: 1.930853, loss_adv_gen: -180.670166, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:55:19,857 - INFO - [Train] step: 44299, loss_adv_disc: -0.348005, lr_disc: 0.000010
+2023-03-22 19:55:20,062 - INFO - [Train] step: 44299, loss_mpn: 0.042342, loss_rec: 0.095240, loss_semantic: 0.856407, loss_idmrf: 6.912829, loss_adv_gen: -181.546814, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:55:50,987 - INFO - [Train] step: 44399, loss_adv_disc: -4.308968, lr_disc: 0.000010
+2023-03-22 19:55:51,188 - INFO - [Train] step: 44399, loss_mpn: 0.018467, loss_rec: 0.069138, loss_semantic: 0.791192, loss_idmrf: 3.143781, loss_adv_gen: -149.407745, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:56:22,050 - INFO - [Train] step: 44499, loss_adv_disc: -0.606465, lr_disc: 0.000010
+2023-03-22 19:56:22,268 - INFO - [Train] step: 44499, loss_mpn: 0.024236, loss_rec: 0.031580, loss_semantic: 0.485807, loss_idmrf: 3.073246, loss_adv_gen: -171.498001, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:56:54,517 - INFO - [Train] step: 44599, loss_adv_disc: -5.203743, lr_disc: 0.000010
+2023-03-22 19:56:54,731 - INFO - [Train] step: 44599, loss_mpn: 0.037319, loss_rec: 0.099640, loss_semantic: 1.027693, loss_idmrf: 6.282634, loss_adv_gen: -205.491699, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:57:25,890 - INFO - [Train] step: 44699, loss_adv_disc: 2.712391, lr_disc: 0.000010
+2023-03-22 19:57:26,098 - INFO - [Train] step: 44699, loss_mpn: 0.031442, loss_rec: 0.058212, loss_semantic: 0.752221, loss_idmrf: 3.228404, loss_adv_gen: -207.771393, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:57:57,349 - INFO - [Train] step: 44799, loss_adv_disc: 2.468241, lr_disc: 0.000010
+2023-03-22 19:57:57,550 - INFO - [Train] step: 44799, loss_mpn: 0.005646, loss_rec: 0.027417, loss_semantic: 0.392993, loss_idmrf: 0.977403, loss_adv_gen: -218.901962, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:58:29,089 - INFO - [Train] step: 44899, loss_adv_disc: -1.692355, lr_disc: 0.000010
+2023-03-22 19:58:29,296 - INFO - [Train] step: 44899, loss_mpn: 0.022041, loss_rec: 0.072902, loss_semantic: 0.725156, loss_idmrf: 3.010901, loss_adv_gen: -214.477127, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:59:00,511 - INFO - [Train] step: 44999, loss_adv_disc: -8.988973, lr_disc: 0.000010
+2023-03-22 19:59:00,722 - INFO - [Train] step: 44999, loss_mpn: 0.060556, loss_rec: 0.101950, loss_semantic: 1.053582, loss_idmrf: 6.869474, loss_adv_gen: -182.735626, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 19:59:53,525 - INFO - [Eval] step: 44999, bce: 0.087498, psnr: 23.828547, ssim: 0.809758, lpips: 0.152269
+2023-03-22 20:00:28,147 - INFO - [Train] step: 45099, loss_adv_disc: -1.979722, lr_disc: 0.000010
+2023-03-22 20:00:28,359 - INFO - [Train] step: 45099, loss_mpn: 0.018711, loss_rec: 0.047007, loss_semantic: 0.552736, loss_idmrf: 2.804332, loss_adv_gen: -166.939682, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:01:00,757 - INFO - [Train] step: 45199, loss_adv_disc: 0.266427, lr_disc: 0.000010
+2023-03-22 20:01:00,964 - INFO - [Train] step: 45199, loss_mpn: 0.025914, loss_rec: 0.062541, loss_semantic: 0.869766, loss_idmrf: 7.078640, loss_adv_gen: -138.835373, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:01:31,945 - INFO - [Train] step: 45299, loss_adv_disc: -4.593340, lr_disc: 0.000010
+2023-03-22 20:01:32,153 - INFO - [Train] step: 45299, loss_mpn: 0.040106, loss_rec: 0.085972, loss_semantic: 0.865168, loss_idmrf: 4.790770, loss_adv_gen: -186.393982, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:02:03,019 - INFO - [Train] step: 45399, loss_adv_disc: 5.393941, lr_disc: 0.000010
+2023-03-22 20:02:03,220 - INFO - [Train] step: 45399, loss_mpn: 0.012743, loss_rec: 0.058757, loss_semantic: 0.682122, loss_idmrf: 1.619453, loss_adv_gen: -221.173004, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:02:34,332 - INFO - [Train] step: 45499, loss_adv_disc: 4.087983, lr_disc: 0.000010
+2023-03-22 20:02:34,543 - INFO - [Train] step: 45499, loss_mpn: 0.021866, loss_rec: 0.038017, loss_semantic: 0.529037, loss_idmrf: 1.717455, loss_adv_gen: -219.890167, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:03:05,932 - INFO - [Train] step: 45599, loss_adv_disc: 0.131076, lr_disc: 0.000010
+2023-03-22 20:03:06,140 - INFO - [Train] step: 45599, loss_mpn: 0.040540, loss_rec: 0.078502, loss_semantic: 0.855486, loss_idmrf: 2.899662, loss_adv_gen: -229.726761, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:03:37,016 - INFO - [Train] step: 45699, loss_adv_disc: -11.856745, lr_disc: 0.000010
+2023-03-22 20:03:37,221 - INFO - [Train] step: 45699, loss_mpn: 0.040872, loss_rec: 0.093796, loss_semantic: 0.947813, loss_idmrf: 5.130492, loss_adv_gen: -173.826752, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:04:08,313 - INFO - [Train] step: 45799, loss_adv_disc: 1.745710, lr_disc: 0.000010
+2023-03-22 20:04:08,518 - INFO - [Train] step: 45799, loss_mpn: 0.048744, loss_rec: 0.093828, loss_semantic: 0.986915, loss_idmrf: 4.324638, loss_adv_gen: -180.957703, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:04:39,660 - INFO - [Train] step: 45899, loss_adv_disc: -6.994912, lr_disc: 0.000010
+2023-03-22 20:04:39,865 - INFO - [Train] step: 45899, loss_mpn: 0.061198, loss_rec: 0.104678, loss_semantic: 1.035761, loss_idmrf: 4.439089, loss_adv_gen: -158.824310, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:05:11,192 - INFO - [Train] step: 45999, loss_adv_disc: 0.331387, lr_disc: 0.000010
+2023-03-22 20:05:11,400 - INFO - [Train] step: 45999, loss_mpn: 0.019129, loss_rec: 0.045149, loss_semantic: 0.499783, loss_idmrf: 2.368485, loss_adv_gen: -193.875244, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:06:05,539 - INFO - [Eval] step: 45999, bce: 0.084443, psnr: 23.855177, ssim: 0.808791, lpips: 0.152623
+2023-03-22 20:06:40,195 - INFO - [Train] step: 46099, loss_adv_disc: -1.852378, lr_disc: 0.000010
+2023-03-22 20:06:40,394 - INFO - [Train] step: 46099, loss_mpn: 0.066104, loss_rec: 0.059921, loss_semantic: 0.894989, loss_idmrf: 5.124299, loss_adv_gen: -155.235046, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:07:11,595 - INFO - [Train] step: 46199, loss_adv_disc: -0.155401, lr_disc: 0.000010
+2023-03-22 20:07:11,797 - INFO - [Train] step: 46199, loss_mpn: 0.021378, loss_rec: 0.061639, loss_semantic: 0.881048, loss_idmrf: 3.814749, loss_adv_gen: -194.366119, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:07:43,387 - INFO - [Train] step: 46299, loss_adv_disc: 1.068022, lr_disc: 0.000010
+2023-03-22 20:07:43,594 - INFO - [Train] step: 46299, loss_mpn: 0.010901, loss_rec: 0.018386, loss_semantic: 0.274109, loss_idmrf: 1.020813, loss_adv_gen: -148.921143, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:08:15,034 - INFO - [Train] step: 46399, loss_adv_disc: 1.381560, lr_disc: 0.000010
+2023-03-22 20:08:15,246 - INFO - [Train] step: 46399, loss_mpn: 0.068163, loss_rec: 0.069222, loss_semantic: 0.865133, loss_idmrf: 4.834360, loss_adv_gen: -221.002808, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:08:46,407 - INFO - [Train] step: 46499, loss_adv_disc: -6.266623, lr_disc: 0.000010
+2023-03-22 20:08:46,607 - INFO - [Train] step: 46499, loss_mpn: 0.013229, loss_rec: 0.062546, loss_semantic: 0.610702, loss_idmrf: 3.611593, loss_adv_gen: -186.109467, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:09:17,585 - INFO - [Train] step: 46599, loss_adv_disc: -12.620810, lr_disc: 0.000010
+2023-03-22 20:09:17,791 - INFO - [Train] step: 46599, loss_mpn: 0.034882, loss_rec: 0.118583, loss_semantic: 1.046322, loss_idmrf: 4.266407, loss_adv_gen: -190.728546, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:09:49,502 - INFO - [Train] step: 46699, loss_adv_disc: -0.245511, lr_disc: 0.000010
+2023-03-22 20:09:49,718 - INFO - [Train] step: 46699, loss_mpn: 0.046112, loss_rec: 0.090506, loss_semantic: 0.804339, loss_idmrf: 4.089893, loss_adv_gen: -198.356216, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:10:20,724 - INFO - [Train] step: 46799, loss_adv_disc: 1.819787, lr_disc: 0.000010
+2023-03-22 20:10:20,927 - INFO - [Train] step: 46799, loss_mpn: 0.033177, loss_rec: 0.035345, loss_semantic: 0.490370, loss_idmrf: 4.103806, loss_adv_gen: -162.587006, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:10:52,265 - INFO - [Train] step: 46899, loss_adv_disc: -8.557388, lr_disc: 0.000010
+2023-03-22 20:10:52,468 - INFO - [Train] step: 46899, loss_mpn: 0.052386, loss_rec: 0.104984, loss_semantic: 1.023190, loss_idmrf: 5.644811, loss_adv_gen: -198.516052, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:11:24,018 - INFO - [Train] step: 46999, loss_adv_disc: -9.393778, lr_disc: 0.000010
+2023-03-22 20:11:24,225 - INFO - [Train] step: 46999, loss_mpn: 0.021206, loss_rec: 0.082577, loss_semantic: 0.753861, loss_idmrf: 5.396523, loss_adv_gen: -207.265823, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:12:16,950 - INFO - [Eval] step: 46999, bce: 0.085164, psnr: 23.767017, ssim: 0.806593, lpips: 0.152241
+2023-03-22 20:12:50,940 - INFO - [Train] step: 47099, loss_adv_disc: -0.362008, lr_disc: 0.000010
+2023-03-22 20:12:51,168 - INFO - [Train] step: 47099, loss_mpn: 0.050309, loss_rec: 0.071580, loss_semantic: 0.841458, loss_idmrf: 6.551061, loss_adv_gen: -201.641541, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:13:22,774 - INFO - [Train] step: 47199, loss_adv_disc: -6.037235, lr_disc: 0.000010
+2023-03-22 20:13:22,979 - INFO - [Train] step: 47199, loss_mpn: 0.020061, loss_rec: 0.086447, loss_semantic: 0.874518, loss_idmrf: 4.710552, loss_adv_gen: -184.596222, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:13:54,763 - INFO - [Train] step: 47299, loss_adv_disc: -7.249589, lr_disc: 0.000010
+2023-03-22 20:13:54,977 - INFO - [Train] step: 47299, loss_mpn: 0.042769, loss_rec: 0.083557, loss_semantic: 0.893984, loss_idmrf: 5.438939, loss_adv_gen: -139.772247, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:14:26,647 - INFO - [Train] step: 47399, loss_adv_disc: 4.837348, lr_disc: 0.000010
+2023-03-22 20:14:26,852 - INFO - [Train] step: 47399, loss_mpn: 0.050309, loss_rec: 0.059484, loss_semantic: 0.881042, loss_idmrf: 3.118979, loss_adv_gen: -286.472107, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:14:57,838 - INFO - [Train] step: 47499, loss_adv_disc: -8.715023, lr_disc: 0.000010
+2023-03-22 20:14:58,042 - INFO - [Train] step: 47499, loss_mpn: 0.015540, loss_rec: 0.057338, loss_semantic: 0.546534, loss_idmrf: 3.064869, loss_adv_gen: -150.873260, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:15:29,599 - INFO - [Train] step: 47599, loss_adv_disc: 0.452095, lr_disc: 0.000010
+2023-03-22 20:15:29,804 - INFO - [Train] step: 47599, loss_mpn: 0.043224, loss_rec: 0.112686, loss_semantic: 0.971102, loss_idmrf: 5.249045, loss_adv_gen: -189.709137, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:16:00,873 - INFO - [Train] step: 47699, loss_adv_disc: 4.204379, lr_disc: 0.000010
+2023-03-22 20:16:01,079 - INFO - [Train] step: 47699, loss_mpn: 0.122047, loss_rec: 0.121372, loss_semantic: 1.012114, loss_idmrf: 5.347223, loss_adv_gen: -263.367554, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:16:32,408 - INFO - [Train] step: 47799, loss_adv_disc: 1.303134, lr_disc: 0.000010
+2023-03-22 20:16:32,611 - INFO - [Train] step: 47799, loss_mpn: 0.069123, loss_rec: 0.104166, loss_semantic: 1.048729, loss_idmrf: 6.723247, loss_adv_gen: -217.486588, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:17:04,005 - INFO - [Train] step: 47899, loss_adv_disc: 1.872450, lr_disc: 0.000010
+2023-03-22 20:17:04,200 - INFO - [Train] step: 47899, loss_mpn: 0.017039, loss_rec: 0.025694, loss_semantic: 0.407101, loss_idmrf: 2.345473, loss_adv_gen: -184.776733, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:17:35,811 - INFO - [Train] step: 47999, loss_adv_disc: -1.066319, lr_disc: 0.000010
+2023-03-22 20:17:36,016 - INFO - [Train] step: 47999, loss_mpn: 0.019192, loss_rec: 0.065690, loss_semantic: 0.774216, loss_idmrf: 3.063583, loss_adv_gen: -190.528488, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:18:28,757 - INFO - [Eval] step: 47999, bce: 0.082577, psnr: 23.784565, ssim: 0.809321, lpips: 0.152604
+2023-03-22 20:19:03,110 - INFO - [Train] step: 48099, loss_adv_disc: -15.505713, lr_disc: 0.000010
+2023-03-22 20:19:03,322 - INFO - [Train] step: 48099, loss_mpn: 0.027585, loss_rec: 0.096467, loss_semantic: 1.187158, loss_idmrf: 5.613760, loss_adv_gen: -171.201569, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:19:35,288 - INFO - [Train] step: 48199, loss_adv_disc: 1.583248, lr_disc: 0.000010
+2023-03-22 20:19:35,497 - INFO - [Train] step: 48199, loss_mpn: 0.028415, loss_rec: 0.116195, loss_semantic: 0.976611, loss_idmrf: 6.719107, loss_adv_gen: -165.147888, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:20:07,062 - INFO - [Train] step: 48299, loss_adv_disc: 9.410742, lr_disc: 0.000010
+2023-03-22 20:20:07,271 - INFO - [Train] step: 48299, loss_mpn: 0.038470, loss_rec: 0.133266, loss_semantic: 1.042003, loss_idmrf: 4.332184, loss_adv_gen: -205.809830, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:20:38,446 - INFO - [Train] step: 48399, loss_adv_disc: -2.450790, lr_disc: 0.000010
+2023-03-22 20:20:38,653 - INFO - [Train] step: 48399, loss_mpn: 0.020301, loss_rec: 0.066675, loss_semantic: 0.668763, loss_idmrf: 3.769375, loss_adv_gen: -193.608521, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:21:09,878 - INFO - [Train] step: 48499, loss_adv_disc: -0.266024, lr_disc: 0.000010
+2023-03-22 20:21:10,085 - INFO - [Train] step: 48499, loss_mpn: 0.039042, loss_rec: 0.045015, loss_semantic: 0.670414, loss_idmrf: 3.293023, loss_adv_gen: -196.263885, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:21:41,507 - INFO - [Train] step: 48599, loss_adv_disc: 2.917860, lr_disc: 0.000010
+2023-03-22 20:21:41,715 - INFO - [Train] step: 48599, loss_mpn: 0.042108, loss_rec: 0.084985, loss_semantic: 0.940109, loss_idmrf: 6.679663, loss_adv_gen: -185.071442, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:22:12,686 - INFO - [Train] step: 48699, loss_adv_disc: -1.224016, lr_disc: 0.000010
+2023-03-22 20:22:12,892 - INFO - [Train] step: 48699, loss_mpn: 0.025436, loss_rec: 0.048245, loss_semantic: 0.579829, loss_idmrf: 1.992313, loss_adv_gen: -199.472290, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:22:44,021 - INFO - [Train] step: 48799, loss_adv_disc: -1.558650, lr_disc: 0.000010
+2023-03-22 20:22:44,230 - INFO - [Train] step: 48799, loss_mpn: 0.033972, loss_rec: 0.101845, loss_semantic: 0.863394, loss_idmrf: 4.809362, loss_adv_gen: -246.262253, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:23:15,812 - INFO - [Train] step: 48899, loss_adv_disc: 0.618737, lr_disc: 0.000010
+2023-03-22 20:23:16,020 - INFO - [Train] step: 48899, loss_mpn: 0.035776, loss_rec: 0.051367, loss_semantic: 0.619923, loss_idmrf: 3.426816, loss_adv_gen: -189.285629, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:23:47,153 - INFO - [Train] step: 48999, loss_adv_disc: -0.348138, lr_disc: 0.000010
+2023-03-22 20:23:47,362 - INFO - [Train] step: 48999, loss_mpn: 0.028639, loss_rec: 0.048397, loss_semantic: 0.661895, loss_idmrf: 6.020375, loss_adv_gen: -170.249695, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:24:40,211 - INFO - [Eval] step: 48999, bce: 0.083783, psnr: 23.747261, ssim: 0.808060, lpips: 0.152718
+2023-03-22 20:25:13,619 - INFO - [Train] step: 49099, loss_adv_disc: -1.733311, lr_disc: 0.000010
+2023-03-22 20:25:13,832 - INFO - [Train] step: 49099, loss_mpn: 0.028901, loss_rec: 0.050291, loss_semantic: 0.681038, loss_idmrf: 4.805034, loss_adv_gen: -162.784119, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:25:46,163 - INFO - [Train] step: 49199, loss_adv_disc: -7.385391, lr_disc: 0.000010
+2023-03-22 20:25:46,367 - INFO - [Train] step: 49199, loss_mpn: 0.059346, loss_rec: 0.147473, loss_semantic: 1.241700, loss_idmrf: 6.475848, loss_adv_gen: -212.718445, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:26:18,032 - INFO - [Train] step: 49299, loss_adv_disc: 1.552166, lr_disc: 0.000010
+2023-03-22 20:26:18,251 - INFO - [Train] step: 49299, loss_mpn: 0.019310, loss_rec: 0.056909, loss_semantic: 0.778474, loss_idmrf: 2.686762, loss_adv_gen: -239.577026, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:26:49,389 - INFO - [Train] step: 49399, loss_adv_disc: 2.448648, lr_disc: 0.000010
+2023-03-22 20:26:49,598 - INFO - [Train] step: 49399, loss_mpn: 0.036485, loss_rec: 0.065598, loss_semantic: 0.769160, loss_idmrf: 2.906893, loss_adv_gen: -194.266602, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:27:21,399 - INFO - [Train] step: 49499, loss_adv_disc: 20.143049, lr_disc: 0.000010
+2023-03-22 20:27:21,606 - INFO - [Train] step: 49499, loss_mpn: 0.056253, loss_rec: 0.112934, loss_semantic: 1.135437, loss_idmrf: 5.581775, loss_adv_gen: -201.347580, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:27:52,628 - INFO - [Train] step: 49599, loss_adv_disc: 6.313582, lr_disc: 0.000010
+2023-03-22 20:27:52,838 - INFO - [Train] step: 49599, loss_mpn: 0.028180, loss_rec: 0.085544, loss_semantic: 0.794942, loss_idmrf: 2.450704, loss_adv_gen: -250.899551, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:28:24,077 - INFO - [Train] step: 49699, loss_adv_disc: -9.808835, lr_disc: 0.000010
+2023-03-22 20:28:24,280 - INFO - [Train] step: 49699, loss_mpn: 0.041914, loss_rec: 0.164533, loss_semantic: 1.389156, loss_idmrf: 6.523773, loss_adv_gen: -201.598801, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:28:55,563 - INFO - [Train] step: 49799, loss_adv_disc: 3.993977, lr_disc: 0.000010
+2023-03-22 20:28:55,776 - INFO - [Train] step: 49799, loss_mpn: 0.013702, loss_rec: 0.121565, loss_semantic: 1.053203, loss_idmrf: 3.028091, loss_adv_gen: -240.506409, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:29:27,232 - INFO - [Train] step: 49899, loss_adv_disc: -2.225131, lr_disc: 0.000010
+2023-03-22 20:29:27,439 - INFO - [Train] step: 49899, loss_mpn: 0.025998, loss_rec: 0.057738, loss_semantic: 0.769589, loss_idmrf: 4.754811, loss_adv_gen: -175.292023, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:29:59,170 - INFO - [Train] step: 49999, loss_adv_disc: 2.321573, lr_disc: 0.000010
+2023-03-22 20:29:59,372 - INFO - [Train] step: 49999, loss_mpn: 0.043665, loss_rec: 0.056787, loss_semantic: 0.769889, loss_idmrf: 6.356039, loss_adv_gen: -159.099060, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:30:51,832 - INFO - [Eval] step: 49999, bce: 0.085055, psnr: 23.900850, ssim: 0.810526, lpips: 0.151707
+2023-03-22 20:31:26,671 - INFO - [Train] step: 50099, loss_adv_disc: -12.059002, lr_disc: 0.000010
+2023-03-22 20:31:26,876 - INFO - [Train] step: 50099, loss_mpn: 0.025356, loss_rec: 0.107781, loss_semantic: 1.105451, loss_idmrf: 6.517083, loss_adv_gen: -148.760773, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:31:58,512 - INFO - [Train] step: 50199, loss_adv_disc: -0.468024, lr_disc: 0.000010
+2023-03-22 20:31:58,722 - INFO - [Train] step: 50199, loss_mpn: 0.031686, loss_rec: 0.058229, loss_semantic: 0.776081, loss_idmrf: 3.439884, loss_adv_gen: -184.355713, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:32:30,219 - INFO - [Train] step: 50299, loss_adv_disc: 1.665913, lr_disc: 0.000010
+2023-03-22 20:32:30,427 - INFO - [Train] step: 50299, loss_mpn: 0.056720, loss_rec: 0.083323, loss_semantic: 0.778934, loss_idmrf: 3.957475, loss_adv_gen: -192.487045, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:33:02,062 - INFO - [Train] step: 50399, loss_adv_disc: -0.217709, lr_disc: 0.000010
+2023-03-22 20:33:02,266 - INFO - [Train] step: 50399, loss_mpn: 0.015616, loss_rec: 0.022902, loss_semantic: 0.483706, loss_idmrf: 2.472682, loss_adv_gen: -172.254303, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:33:33,798 - INFO - [Train] step: 50499, loss_adv_disc: 3.264983, lr_disc: 0.000010
+2023-03-22 20:33:33,999 - INFO - [Train] step: 50499, loss_mpn: 0.012882, loss_rec: 0.026305, loss_semantic: 0.365274, loss_idmrf: 1.431013, loss_adv_gen: -224.724365, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:34:05,802 - INFO - [Train] step: 50599, loss_adv_disc: -11.742378, lr_disc: 0.000010
+2023-03-22 20:34:06,010 - INFO - [Train] step: 50599, loss_mpn: 0.016798, loss_rec: 0.087767, loss_semantic: 0.733804, loss_idmrf: 4.461983, loss_adv_gen: -168.142868, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:34:37,986 - INFO - [Train] step: 50699, loss_adv_disc: 2.863453, lr_disc: 0.000010
+2023-03-22 20:34:38,197 - INFO - [Train] step: 50699, loss_mpn: 0.012399, loss_rec: 0.059931, loss_semantic: 0.648801, loss_idmrf: 1.375039, loss_adv_gen: -230.234558, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:35:09,311 - INFO - [Train] step: 50799, loss_adv_disc: 2.223824, lr_disc: 0.000010
+2023-03-22 20:35:09,517 - INFO - [Train] step: 50799, loss_mpn: 0.037715, loss_rec: 0.128447, loss_semantic: 1.110740, loss_idmrf: 5.681282, loss_adv_gen: -237.951965, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:35:41,130 - INFO - [Train] step: 50899, loss_adv_disc: -0.948531, lr_disc: 0.000010
+2023-03-22 20:35:41,341 - INFO - [Train] step: 50899, loss_mpn: 0.033178, loss_rec: 0.065872, loss_semantic: 0.835366, loss_idmrf: 3.627817, loss_adv_gen: -207.318192, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:36:12,905 - INFO - [Train] step: 50999, loss_adv_disc: -6.036110, lr_disc: 0.000010
+2023-03-22 20:36:13,114 - INFO - [Train] step: 50999, loss_mpn: 0.036498, loss_rec: 0.093657, loss_semantic: 0.969307, loss_idmrf: 3.728574, loss_adv_gen: -213.730133, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:37:06,071 - INFO - [Eval] step: 50999, bce: 0.086428, psnr: 23.945148, ssim: 0.811405, lpips: 0.151166
+2023-03-22 20:37:39,394 - INFO - [Train] step: 51099, loss_adv_disc: -4.138020, lr_disc: 0.000010
+2023-03-22 20:37:39,604 - INFO - [Train] step: 51099, loss_mpn: 0.034966, loss_rec: 0.072509, loss_semantic: 0.888368, loss_idmrf: 4.390005, loss_adv_gen: -180.003052, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:38:11,042 - INFO - [Train] step: 51199, loss_adv_disc: 1.857348, lr_disc: 0.000010
+2023-03-22 20:38:11,252 - INFO - [Train] step: 51199, loss_mpn: 0.039603, loss_rec: 0.062522, loss_semantic: 0.848242, loss_idmrf: 4.828257, loss_adv_gen: -165.533936, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:38:43,286 - INFO - [Train] step: 51299, loss_adv_disc: -0.284914, lr_disc: 0.000010
+2023-03-22 20:38:43,496 - INFO - [Train] step: 51299, loss_mpn: 0.031998, loss_rec: 0.038923, loss_semantic: 0.555095, loss_idmrf: 3.521811, loss_adv_gen: -189.184723, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:39:14,847 - INFO - [Train] step: 51399, loss_adv_disc: -0.924213, lr_disc: 0.000010
+2023-03-22 20:39:15,054 - INFO - [Train] step: 51399, loss_mpn: 0.021845, loss_rec: 0.025018, loss_semantic: 0.394389, loss_idmrf: 4.352999, loss_adv_gen: -195.632324, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:39:46,859 - INFO - [Train] step: 51499, loss_adv_disc: -2.611744, lr_disc: 0.000010
+2023-03-22 20:39:47,065 - INFO - [Train] step: 51499, loss_mpn: 0.029737, loss_rec: 0.068201, loss_semantic: 0.847267, loss_idmrf: 4.206417, loss_adv_gen: -191.535004, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:40:18,881 - INFO - [Train] step: 51599, loss_adv_disc: 3.242704, lr_disc: 0.000010
+2023-03-22 20:40:19,088 - INFO - [Train] step: 51599, loss_mpn: 0.034737, loss_rec: 0.086196, loss_semantic: 0.912809, loss_idmrf: 3.610031, loss_adv_gen: -218.003342, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:40:50,506 - INFO - [Train] step: 51699, loss_adv_disc: 4.646320, lr_disc: 0.000010
+2023-03-22 20:40:50,719 - INFO - [Train] step: 51699, loss_mpn: 0.009004, loss_rec: 0.113964, loss_semantic: 0.774741, loss_idmrf: 5.027177, loss_adv_gen: -222.403915, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:41:21,954 - INFO - [Train] step: 51799, loss_adv_disc: -13.619022, lr_disc: 0.000010
+2023-03-22 20:41:22,159 - INFO - [Train] step: 51799, loss_mpn: 0.032826, loss_rec: 0.122444, loss_semantic: 1.175194, loss_idmrf: 4.658781, loss_adv_gen: -218.071884, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:41:53,670 - INFO - [Train] step: 51899, loss_adv_disc: 3.140290, lr_disc: 0.000010
+2023-03-22 20:41:53,873 - INFO - [Train] step: 51899, loss_mpn: 0.009932, loss_rec: 0.024895, loss_semantic: 0.411853, loss_idmrf: 2.397540, loss_adv_gen: -155.464386, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:42:25,393 - INFO - [Train] step: 51999, loss_adv_disc: 1.788265, lr_disc: 0.000010
+2023-03-22 20:42:25,617 - INFO - [Train] step: 51999, loss_mpn: 0.032395, loss_rec: 0.040128, loss_semantic: 0.560468, loss_idmrf: 4.512914, loss_adv_gen: -200.715256, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:43:17,893 - INFO - [Eval] step: 51999, bce: 0.084758, psnr: 23.822695, ssim: 0.807799, lpips: 0.153097
+2023-03-22 20:43:51,735 - INFO - [Train] step: 52099, loss_adv_disc: 0.262515, lr_disc: 0.000010
+2023-03-22 20:43:51,951 - INFO - [Train] step: 52099, loss_mpn: 0.013526, loss_rec: 0.074785, loss_semantic: 0.888237, loss_idmrf: 4.322497, loss_adv_gen: -183.612061, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:44:23,329 - INFO - [Train] step: 52199, loss_adv_disc: -5.673300, lr_disc: 0.000010
+2023-03-22 20:44:23,536 - INFO - [Train] step: 52199, loss_mpn: 0.026610, loss_rec: 0.115630, loss_semantic: 1.048087, loss_idmrf: 5.929791, loss_adv_gen: -167.802856, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:44:55,392 - INFO - [Train] step: 52299, loss_adv_disc: -5.420815, lr_disc: 0.000010
+2023-03-22 20:44:55,600 - INFO - [Train] step: 52299, loss_mpn: 0.029080, loss_rec: 0.041751, loss_semantic: 0.625659, loss_idmrf: 3.870967, loss_adv_gen: -146.537109, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:45:26,902 - INFO - [Train] step: 52399, loss_adv_disc: 3.459802, lr_disc: 0.000010
+2023-03-22 20:45:27,101 - INFO - [Train] step: 52399, loss_mpn: 0.025443, loss_rec: 0.064766, loss_semantic: 0.701475, loss_idmrf: 1.824224, loss_adv_gen: -223.923904, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:45:58,444 - INFO - [Train] step: 52499, loss_adv_disc: -3.169024, lr_disc: 0.000010
+2023-03-22 20:45:58,645 - INFO - [Train] step: 52499, loss_mpn: 0.026165, loss_rec: 0.039346, loss_semantic: 0.605431, loss_idmrf: 4.781557, loss_adv_gen: -150.088074, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:46:30,020 - INFO - [Train] step: 52599, loss_adv_disc: -11.266772, lr_disc: 0.000010
+2023-03-22 20:46:30,250 - INFO - [Train] step: 52599, loss_mpn: 0.027527, loss_rec: 0.086247, loss_semantic: 0.916651, loss_idmrf: 5.588852, loss_adv_gen: -122.577179, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:47:01,398 - INFO - [Train] step: 52699, loss_adv_disc: -3.870385, lr_disc: 0.000010
+2023-03-22 20:47:01,603 - INFO - [Train] step: 52699, loss_mpn: 0.024485, loss_rec: 0.082696, loss_semantic: 0.879690, loss_idmrf: 6.210216, loss_adv_gen: -198.778915, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:47:32,737 - INFO - [Train] step: 52799, loss_adv_disc: 0.359788, lr_disc: 0.000010
+2023-03-22 20:47:32,945 - INFO - [Train] step: 52799, loss_mpn: 0.015717, loss_rec: 0.049845, loss_semantic: 0.502374, loss_idmrf: 2.913945, loss_adv_gen: -189.935699, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:48:04,757 - INFO - [Train] step: 52899, loss_adv_disc: -5.416954, lr_disc: 0.000010
+2023-03-22 20:48:04,959 - INFO - [Train] step: 52899, loss_mpn: 0.027027, loss_rec: 0.048500, loss_semantic: 0.690406, loss_idmrf: 5.094999, loss_adv_gen: -150.595352, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:48:35,915 - INFO - [Train] step: 52999, loss_adv_disc: -7.409985, lr_disc: 0.000010
+2023-03-22 20:48:36,118 - INFO - [Train] step: 52999, loss_mpn: 0.023908, loss_rec: 0.098098, loss_semantic: 0.877839, loss_idmrf: 5.165093, loss_adv_gen: -157.240372, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:49:29,492 - INFO - [Eval] step: 52999, bce: 0.081807, psnr: 23.867472, ssim: 0.807502, lpips: 0.152375
+2023-03-22 20:50:03,273 - INFO - [Train] step: 53099, loss_adv_disc: -2.296097, lr_disc: 0.000010
+2023-03-22 20:50:03,484 - INFO - [Train] step: 53099, loss_mpn: 0.040869, loss_rec: 0.058533, loss_semantic: 0.545163, loss_idmrf: 2.942466, loss_adv_gen: -226.853180, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:50:35,019 - INFO - [Train] step: 53199, loss_adv_disc: -0.542551, lr_disc: 0.000010
+2023-03-22 20:50:35,225 - INFO - [Train] step: 53199, loss_mpn: 0.012028, loss_rec: 0.045247, loss_semantic: 0.614768, loss_idmrf: 3.507118, loss_adv_gen: -194.461670, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:51:06,305 - INFO - [Train] step: 53299, loss_adv_disc: 0.756899, lr_disc: 0.000010
+2023-03-22 20:51:06,516 - INFO - [Train] step: 53299, loss_mpn: 0.026504, loss_rec: 0.073080, loss_semantic: 0.789558, loss_idmrf: 2.784693, loss_adv_gen: -221.088623, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:51:37,688 - INFO - [Train] step: 53399, loss_adv_disc: 4.067032, lr_disc: 0.000010
+2023-03-22 20:51:37,900 - INFO - [Train] step: 53399, loss_mpn: 0.016342, loss_rec: 0.038622, loss_semantic: 0.555941, loss_idmrf: 1.355337, loss_adv_gen: -188.057983, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:52:09,577 - INFO - [Train] step: 53499, loss_adv_disc: 0.190346, lr_disc: 0.000010
+2023-03-22 20:52:09,793 - INFO - [Train] step: 53499, loss_mpn: 0.031105, loss_rec: 0.047959, loss_semantic: 0.593526, loss_idmrf: 2.856024, loss_adv_gen: -162.727020, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:52:40,391 - INFO - [Train] step: 53599, loss_adv_disc: -7.759298, lr_disc: 0.000010
+2023-03-22 20:52:40,592 - INFO - [Train] step: 53599, loss_mpn: 0.026277, loss_rec: 0.083612, loss_semantic: 0.847200, loss_idmrf: 6.480870, loss_adv_gen: -150.300781, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:53:11,941 - INFO - [Train] step: 53699, loss_adv_disc: 2.644592, lr_disc: 0.000010
+2023-03-22 20:53:12,143 - INFO - [Train] step: 53699, loss_mpn: 0.022372, loss_rec: 0.091590, loss_semantic: 0.839505, loss_idmrf: 4.297946, loss_adv_gen: -211.359665, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:53:44,140 - INFO - [Train] step: 53799, loss_adv_disc: 2.780353, lr_disc: 0.000010
+2023-03-22 20:53:44,348 - INFO - [Train] step: 53799, loss_mpn: 0.017497, loss_rec: 0.027485, loss_semantic: 0.458033, loss_idmrf: 1.871673, loss_adv_gen: -163.274277, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:54:15,509 - INFO - [Train] step: 53899, loss_adv_disc: -0.144485, lr_disc: 0.000010
+2023-03-22 20:54:15,720 - INFO - [Train] step: 53899, loss_mpn: 0.027702, loss_rec: 0.044319, loss_semantic: 0.604461, loss_idmrf: 3.661017, loss_adv_gen: -150.889832, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:54:47,305 - INFO - [Train] step: 53999, loss_adv_disc: -2.989060, lr_disc: 0.000010
+2023-03-22 20:54:47,514 - INFO - [Train] step: 53999, loss_mpn: 0.020314, loss_rec: 0.086909, loss_semantic: 0.904818, loss_idmrf: 3.853999, loss_adv_gen: -194.414719, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:55:39,973 - INFO - [Eval] step: 53999, bce: 0.083521, psnr: 24.020641, ssim: 0.812763, lpips: 0.152742
+2023-03-22 20:56:13,824 - INFO - [Train] step: 54099, loss_adv_disc: 1.267217, lr_disc: 0.000010
+2023-03-22 20:56:14,026 - INFO - [Train] step: 54099, loss_mpn: 0.029811, loss_rec: 0.064018, loss_semantic: 0.813777, loss_idmrf: 6.624196, loss_adv_gen: -163.764160, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:56:45,082 - INFO - [Train] step: 54199, loss_adv_disc: 2.098402, lr_disc: 0.000010
+2023-03-22 20:56:45,291 - INFO - [Train] step: 54199, loss_mpn: 0.098685, loss_rec: 0.118717, loss_semantic: 1.033378, loss_idmrf: 5.886881, loss_adv_gen: -185.583649, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:57:17,182 - INFO - [Train] step: 54299, loss_adv_disc: -4.904495, lr_disc: 0.000010
+2023-03-22 20:57:17,400 - INFO - [Train] step: 54299, loss_mpn: 0.020600, loss_rec: 0.083750, loss_semantic: 0.715361, loss_idmrf: 2.930265, loss_adv_gen: -228.931641, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:57:49,806 - INFO - [Train] step: 54399, loss_adv_disc: -2.655608, lr_disc: 0.000010
+2023-03-22 20:57:50,015 - INFO - [Train] step: 54399, loss_mpn: 0.037760, loss_rec: 0.096050, loss_semantic: 0.948815, loss_idmrf: 4.886700, loss_adv_gen: -191.761963, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:58:21,222 - INFO - [Train] step: 54499, loss_adv_disc: -6.748104, lr_disc: 0.000010
+2023-03-22 20:58:21,428 - INFO - [Train] step: 54499, loss_mpn: 0.027094, loss_rec: 0.094031, loss_semantic: 0.795736, loss_idmrf: 4.218776, loss_adv_gen: -205.739868, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:58:52,384 - INFO - [Train] step: 54599, loss_adv_disc: -9.986099, lr_disc: 0.000010
+2023-03-22 20:58:52,587 - INFO - [Train] step: 54599, loss_mpn: 0.020338, loss_rec: 0.077213, loss_semantic: 0.755752, loss_idmrf: 4.048222, loss_adv_gen: -163.505219, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:59:23,925 - INFO - [Train] step: 54699, loss_adv_disc: 2.737760, lr_disc: 0.000010
+2023-03-22 20:59:24,126 - INFO - [Train] step: 54699, loss_mpn: 0.025580, loss_rec: 0.036287, loss_semantic: 0.535246, loss_idmrf: 1.726250, loss_adv_gen: -166.485077, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 20:59:55,290 - INFO - [Train] step: 54799, loss_adv_disc: 1.474131, lr_disc: 0.000010
+2023-03-22 20:59:55,503 - INFO - [Train] step: 54799, loss_mpn: 0.012446, loss_rec: 0.033246, loss_semantic: 0.492698, loss_idmrf: 1.543034, loss_adv_gen: -200.723572, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:00:26,885 - INFO - [Train] step: 54899, loss_adv_disc: -7.540801, lr_disc: 0.000010
+2023-03-22 21:00:27,093 - INFO - [Train] step: 54899, loss_mpn: 0.043818, loss_rec: 0.097144, loss_semantic: 0.922826, loss_idmrf: 4.484960, loss_adv_gen: -201.649353, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:00:58,102 - INFO - [Train] step: 54999, loss_adv_disc: 0.788107, lr_disc: 0.000010
+2023-03-22 21:00:58,310 - INFO - [Train] step: 54999, loss_mpn: 0.035239, loss_rec: 0.036199, loss_semantic: 0.471505, loss_idmrf: 2.574227, loss_adv_gen: -218.610382, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:01:52,075 - INFO - [Eval] step: 54999, bce: 0.083794, psnr: 23.775223, ssim: 0.807574, lpips: 0.152203
+2023-03-22 21:02:26,552 - INFO - [Train] step: 55099, loss_adv_disc: -5.113028, lr_disc: 0.000010
+2023-03-22 21:02:26,759 - INFO - [Train] step: 55099, loss_mpn: 0.033059, loss_rec: 0.145614, loss_semantic: 1.162963, loss_idmrf: 5.671285, loss_adv_gen: -214.369965, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:02:57,884 - INFO - [Train] step: 55199, loss_adv_disc: 18.874342, lr_disc: 0.000010
+2023-03-22 21:02:58,092 - INFO - [Train] step: 55199, loss_mpn: 0.148749, loss_rec: 0.103998, loss_semantic: 0.978198, loss_idmrf: 5.665133, loss_adv_gen: -254.035065, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:03:29,955 - INFO - [Train] step: 55299, loss_adv_disc: -7.736475, lr_disc: 0.000010
+2023-03-22 21:03:30,174 - INFO - [Train] step: 55299, loss_mpn: 0.037627, loss_rec: 0.118107, loss_semantic: 1.326414, loss_idmrf: 6.915237, loss_adv_gen: -192.107101, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:04:03,074 - INFO - [Train] step: 55399, loss_adv_disc: -0.728123, lr_disc: 0.000010
+2023-03-22 21:04:03,282 - INFO - [Train] step: 55399, loss_mpn: 0.017451, loss_rec: 0.098253, loss_semantic: 0.848322, loss_idmrf: 4.278655, loss_adv_gen: -195.352356, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:04:34,626 - INFO - [Train] step: 55499, loss_adv_disc: -3.587978, lr_disc: 0.000010
+2023-03-22 21:04:34,837 - INFO - [Train] step: 55499, loss_mpn: 0.021586, loss_rec: 0.081099, loss_semantic: 0.917627, loss_idmrf: 3.440519, loss_adv_gen: -198.393234, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:05:06,075 - INFO - [Train] step: 55599, loss_adv_disc: -1.687528, lr_disc: 0.000010
+2023-03-22 21:05:06,279 - INFO - [Train] step: 55599, loss_mpn: 0.037317, loss_rec: 0.108286, loss_semantic: 1.196957, loss_idmrf: 5.376702, loss_adv_gen: -301.227356, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:05:37,899 - INFO - [Train] step: 55699, loss_adv_disc: -0.535753, lr_disc: 0.000010
+2023-03-22 21:05:38,107 - INFO - [Train] step: 55699, loss_mpn: 0.032906, loss_rec: 0.091241, loss_semantic: 0.910589, loss_idmrf: 4.047866, loss_adv_gen: -182.724396, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:06:09,022 - INFO - [Train] step: 55799, loss_adv_disc: 0.120398, lr_disc: 0.000010
+2023-03-22 21:06:09,229 - INFO - [Train] step: 55799, loss_mpn: 0.043490, loss_rec: 0.118664, loss_semantic: 1.057166, loss_idmrf: 4.829218, loss_adv_gen: -190.572083, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:06:40,674 - INFO - [Train] step: 55899, loss_adv_disc: 1.913911, lr_disc: 0.000010
+2023-03-22 21:06:40,891 - INFO - [Train] step: 55899, loss_mpn: 0.035705, loss_rec: 0.055863, loss_semantic: 0.567217, loss_idmrf: 2.796088, loss_adv_gen: -220.308945, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:07:12,473 - INFO - [Train] step: 55999, loss_adv_disc: -0.996878, lr_disc: 0.000010
+2023-03-22 21:07:12,675 - INFO - [Train] step: 55999, loss_mpn: 0.031719, loss_rec: 0.059404, loss_semantic: 0.807245, loss_idmrf: 6.921784, loss_adv_gen: -155.878601, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:08:05,633 - INFO - [Eval] step: 55999, bce: 0.083645, psnr: 23.907972, ssim: 0.809211, lpips: 0.151642
+2023-03-22 21:08:39,138 - INFO - [Train] step: 56099, loss_adv_disc: -1.299108, lr_disc: 0.000010
+2023-03-22 21:08:39,345 - INFO - [Train] step: 56099, loss_mpn: 0.031105, loss_rec: 0.086278, loss_semantic: 0.902972, loss_idmrf: 4.274197, loss_adv_gen: -224.080322, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:09:10,144 - INFO - [Train] step: 56199, loss_adv_disc: 3.126227, lr_disc: 0.000010
+2023-03-22 21:09:10,349 - INFO - [Train] step: 56199, loss_mpn: 0.040735, loss_rec: 0.072789, loss_semantic: 0.974836, loss_idmrf: 3.660389, loss_adv_gen: -216.664551, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:09:41,844 - INFO - [Train] step: 56299, loss_adv_disc: -3.433600, lr_disc: 0.000010
+2023-03-22 21:09:42,054 - INFO - [Train] step: 56299, loss_mpn: 0.049970, loss_rec: 0.057054, loss_semantic: 0.702799, loss_idmrf: 5.673090, loss_adv_gen: -177.586990, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:10:13,597 - INFO - [Train] step: 56399, loss_adv_disc: -3.793180, lr_disc: 0.000010
+2023-03-22 21:10:13,804 - INFO - [Train] step: 56399, loss_mpn: 0.031922, loss_rec: 0.073168, loss_semantic: 0.916035, loss_idmrf: 5.009253, loss_adv_gen: -179.335815, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:10:44,867 - INFO - [Train] step: 56499, loss_adv_disc: 3.341098, lr_disc: 0.000010
+2023-03-22 21:10:45,072 - INFO - [Train] step: 56499, loss_mpn: 0.043992, loss_rec: 0.091525, loss_semantic: 0.999264, loss_idmrf: 5.075410, loss_adv_gen: -218.169144, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:11:16,058 - INFO - [Train] step: 56599, loss_adv_disc: -6.991531, lr_disc: 0.000010
+2023-03-22 21:11:16,270 - INFO - [Train] step: 56599, loss_mpn: 0.115303, loss_rec: 0.127163, loss_semantic: 1.026747, loss_idmrf: 6.230252, loss_adv_gen: -207.732468, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:11:46,911 - INFO - [Train] step: 56699, loss_adv_disc: -3.216510, lr_disc: 0.000010
+2023-03-22 21:11:47,122 - INFO - [Train] step: 56699, loss_mpn: 0.046333, loss_rec: 0.097436, loss_semantic: 0.900150, loss_idmrf: 5.047531, loss_adv_gen: -215.517548, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:12:18,655 - INFO - [Train] step: 56799, loss_adv_disc: -0.947859, lr_disc: 0.000010
+2023-03-22 21:12:18,860 - INFO - [Train] step: 56799, loss_mpn: 0.034857, loss_rec: 0.125280, loss_semantic: 1.081994, loss_idmrf: 6.036154, loss_adv_gen: -174.323273, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:12:50,036 - INFO - [Train] step: 56899, loss_adv_disc: -10.738886, lr_disc: 0.000010
+2023-03-22 21:12:50,259 - INFO - [Train] step: 56899, loss_mpn: 0.023083, loss_rec: 0.094048, loss_semantic: 0.907417, loss_idmrf: 4.007638, loss_adv_gen: -220.409760, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:13:21,436 - INFO - [Train] step: 56999, loss_adv_disc: 1.346589, lr_disc: 0.000010
+2023-03-22 21:13:21,647 - INFO - [Train] step: 56999, loss_mpn: 0.032668, loss_rec: 0.079597, loss_semantic: 0.783662, loss_idmrf: 3.436764, loss_adv_gen: -224.000183, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:14:14,739 - INFO - [Eval] step: 56999, bce: 0.081455, psnr: 23.826252, ssim: 0.809093, lpips: 0.152930
+2023-03-22 21:14:47,998 - INFO - [Train] step: 57099, loss_adv_disc: -1.514125, lr_disc: 0.000010
+2023-03-22 21:14:48,210 - INFO - [Train] step: 57099, loss_mpn: 0.030953, loss_rec: 0.093224, loss_semantic: 0.829240, loss_idmrf: 7.316214, loss_adv_gen: -151.227142, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:15:19,178 - INFO - [Train] step: 57199, loss_adv_disc: -2.132900, lr_disc: 0.000010
+2023-03-22 21:15:19,381 - INFO - [Train] step: 57199, loss_mpn: 0.030916, loss_rec: 0.067902, loss_semantic: 0.832720, loss_idmrf: 2.824429, loss_adv_gen: -200.080002, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:15:50,200 - INFO - [Train] step: 57299, loss_adv_disc: 7.111909, lr_disc: 0.000010
+2023-03-22 21:15:50,404 - INFO - [Train] step: 57299, loss_mpn: 0.098872, loss_rec: 0.135962, loss_semantic: 1.009748, loss_idmrf: 5.076958, loss_adv_gen: -225.214722, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:16:22,731 - INFO - [Train] step: 57399, loss_adv_disc: -4.023258, lr_disc: 0.000010
+2023-03-22 21:16:22,942 - INFO - [Train] step: 57399, loss_mpn: 0.044080, loss_rec: 0.095047, loss_semantic: 0.897498, loss_idmrf: 4.071882, loss_adv_gen: -236.566177, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:16:55,292 - INFO - [Train] step: 57499, loss_adv_disc: -0.843057, lr_disc: 0.000010
+2023-03-22 21:16:55,503 - INFO - [Train] step: 57499, loss_mpn: 0.023827, loss_rec: 0.048580, loss_semantic: 0.694727, loss_idmrf: 3.214175, loss_adv_gen: -209.591248, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:17:26,992 - INFO - [Train] step: 57599, loss_adv_disc: 1.676532, lr_disc: 0.000010
+2023-03-22 21:17:27,206 - INFO - [Train] step: 57599, loss_mpn: 0.021115, loss_rec: 0.030059, loss_semantic: 0.454189, loss_idmrf: 2.849754, loss_adv_gen: -173.564606, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:17:58,014 - INFO - [Train] step: 57699, loss_adv_disc: -6.781294, lr_disc: 0.000010
+2023-03-22 21:17:58,217 - INFO - [Train] step: 57699, loss_mpn: 0.027844, loss_rec: 0.121040, loss_semantic: 1.184096, loss_idmrf: 5.945081, loss_adv_gen: -247.006531, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:18:29,210 - INFO - [Train] step: 57799, loss_adv_disc: 2.463968, lr_disc: 0.000010
+2023-03-22 21:18:29,429 - INFO - [Train] step: 57799, loss_mpn: 0.043396, loss_rec: 0.049442, loss_semantic: 0.699662, loss_idmrf: 3.665827, loss_adv_gen: -197.239166, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:19:00,935 - INFO - [Train] step: 57899, loss_adv_disc: -0.945252, lr_disc: 0.000010
+2023-03-22 21:19:01,137 - INFO - [Train] step: 57899, loss_mpn: 0.030695, loss_rec: 0.062651, loss_semantic: 0.764823, loss_idmrf: 2.935446, loss_adv_gen: -198.557800, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:19:31,922 - INFO - [Train] step: 57999, loss_adv_disc: -1.347877, lr_disc: 0.000010
+2023-03-22 21:19:32,134 - INFO - [Train] step: 57999, loss_mpn: 0.022556, loss_rec: 0.143172, loss_semantic: 1.107801, loss_idmrf: 7.559363, loss_adv_gen: -225.014069, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:20:25,266 - INFO - [Eval] step: 57999, bce: 0.084155, psnr: 23.715034, ssim: 0.810692, lpips: 0.153322
+2023-03-22 21:20:58,737 - INFO - [Train] step: 58099, loss_adv_disc: 1.672321, lr_disc: 0.000010
+2023-03-22 21:20:58,945 - INFO - [Train] step: 58099, loss_mpn: 0.029437, loss_rec: 0.040146, loss_semantic: 0.613727, loss_idmrf: 5.661344, loss_adv_gen: -164.883698, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:21:30,135 - INFO - [Train] step: 58199, loss_adv_disc: 2.426946, lr_disc: 0.000010
+2023-03-22 21:21:30,339 - INFO - [Train] step: 58199, loss_mpn: 0.051365, loss_rec: 0.090778, loss_semantic: 0.954840, loss_idmrf: 2.983391, loss_adv_gen: -262.535004, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:22:01,226 - INFO - [Train] step: 58299, loss_adv_disc: 1.140577, lr_disc: 0.000010
+2023-03-22 21:22:01,450 - INFO - [Train] step: 58299, loss_mpn: 0.032981, loss_rec: 0.040267, loss_semantic: 0.458642, loss_idmrf: 1.419431, loss_adv_gen: -203.282593, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:22:33,198 - INFO - [Train] step: 58399, loss_adv_disc: -1.092783, lr_disc: 0.000010
+2023-03-22 21:22:33,419 - INFO - [Train] step: 58399, loss_mpn: 0.043821, loss_rec: 0.089384, loss_semantic: 0.986598, loss_idmrf: 7.510762, loss_adv_gen: -154.920410, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:23:06,055 - INFO - [Train] step: 58499, loss_adv_disc: -23.521790, lr_disc: 0.000010
+2023-03-22 21:23:06,251 - INFO - [Train] step: 58499, loss_mpn: 0.020219, loss_rec: 0.125953, loss_semantic: 1.113784, loss_idmrf: 5.950791, loss_adv_gen: -152.691422, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:23:37,549 - INFO - [Train] step: 58599, loss_adv_disc: 2.122298, lr_disc: 0.000010
+2023-03-22 21:23:37,749 - INFO - [Train] step: 58599, loss_mpn: 0.058360, loss_rec: 0.080324, loss_semantic: 0.795352, loss_idmrf: 4.508238, loss_adv_gen: -192.358643, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:24:08,738 - INFO - [Train] step: 58699, loss_adv_disc: -11.208053, lr_disc: 0.000010
+2023-03-22 21:24:08,953 - INFO - [Train] step: 58699, loss_mpn: 0.022253, loss_rec: 0.103263, loss_semantic: 0.975437, loss_idmrf: 4.928425, loss_adv_gen: -191.301376, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:24:40,694 - INFO - [Train] step: 58799, loss_adv_disc: 7.287164, lr_disc: 0.000010
+2023-03-22 21:24:40,898 - INFO - [Train] step: 58799, loss_mpn: 0.094567, loss_rec: 0.079069, loss_semantic: 0.707620, loss_idmrf: 5.250000, loss_adv_gen: -176.013794, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:25:11,485 - INFO - [Train] step: 58899, loss_adv_disc: -4.508652, lr_disc: 0.000010
+2023-03-22 21:25:11,704 - INFO - [Train] step: 58899, loss_mpn: 0.033351, loss_rec: 0.100983, loss_semantic: 1.043131, loss_idmrf: 5.679087, loss_adv_gen: -187.868195, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:25:42,811 - INFO - [Train] step: 58999, loss_adv_disc: 1.091424, lr_disc: 0.000010
+2023-03-22 21:25:43,020 - INFO - [Train] step: 58999, loss_mpn: 0.021784, loss_rec: 0.062927, loss_semantic: 0.698680, loss_idmrf: 3.057627, loss_adv_gen: -216.871826, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:26:37,707 - INFO - [Eval] step: 58999, bce: 0.086064, psnr: 23.702202, ssim: 0.806905, lpips: 0.152086
+2023-03-22 21:27:11,380 - INFO - [Train] step: 59099, loss_adv_disc: 1.410539, lr_disc: 0.000010
+2023-03-22 21:27:11,591 - INFO - [Train] step: 59099, loss_mpn: 0.031717, loss_rec: 0.044709, loss_semantic: 0.594948, loss_idmrf: 4.439109, loss_adv_gen: -135.675110, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:27:42,321 - INFO - [Train] step: 59199, loss_adv_disc: -6.793751, lr_disc: 0.000010
+2023-03-22 21:27:42,526 - INFO - [Train] step: 59199, loss_mpn: 0.018886, loss_rec: 0.077064, loss_semantic: 0.738281, loss_idmrf: 3.614462, loss_adv_gen: -199.288788, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:28:13,127 - INFO - [Train] step: 59299, loss_adv_disc: 1.869196, lr_disc: 0.000010
+2023-03-22 21:28:13,337 - INFO - [Train] step: 59299, loss_mpn: 0.060206, loss_rec: 0.074697, loss_semantic: 0.718345, loss_idmrf: 6.429276, loss_adv_gen: -150.588745, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:28:44,619 - INFO - [Train] step: 59399, loss_adv_disc: -8.496557, lr_disc: 0.000010
+2023-03-22 21:28:44,827 - INFO - [Train] step: 59399, loss_mpn: 0.015467, loss_rec: 0.110349, loss_semantic: 0.833427, loss_idmrf: 4.095592, loss_adv_gen: -182.425873, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:29:16,316 - INFO - [Train] step: 59499, loss_adv_disc: -0.653190, lr_disc: 0.000010
+2023-03-22 21:29:16,512 - INFO - [Train] step: 59499, loss_mpn: 0.105736, loss_rec: 0.076739, loss_semantic: 0.876017, loss_idmrf: 5.596092, loss_adv_gen: -177.052338, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:29:47,528 - INFO - [Train] step: 59599, loss_adv_disc: 2.733115, lr_disc: 0.000010
+2023-03-22 21:29:47,734 - INFO - [Train] step: 59599, loss_mpn: 0.035651, loss_rec: 0.056131, loss_semantic: 0.744033, loss_idmrf: 2.634995, loss_adv_gen: -188.777100, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:30:18,728 - INFO - [Train] step: 59699, loss_adv_disc: -3.830334, lr_disc: 0.000010
+2023-03-22 21:30:18,935 - INFO - [Train] step: 59699, loss_mpn: 0.020082, loss_rec: 0.106068, loss_semantic: 0.871506, loss_idmrf: 3.958260, loss_adv_gen: -158.505829, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:30:50,124 - INFO - [Train] step: 59799, loss_adv_disc: 0.293324, lr_disc: 0.000010
+2023-03-22 21:30:50,333 - INFO - [Train] step: 59799, loss_mpn: 0.027347, loss_rec: 0.066252, loss_semantic: 0.696158, loss_idmrf: 2.433582, loss_adv_gen: -223.906693, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:31:21,455 - INFO - [Train] step: 59899, loss_adv_disc: 3.692530, lr_disc: 0.000010
+2023-03-22 21:31:21,660 - INFO - [Train] step: 59899, loss_mpn: 0.029039, loss_rec: 0.059716, loss_semantic: 0.815188, loss_idmrf: 3.043109, loss_adv_gen: -215.124252, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:31:52,904 - INFO - [Train] step: 59999, loss_adv_disc: -16.076792, lr_disc: 0.000010
+2023-03-22 21:31:53,111 - INFO - [Train] step: 59999, loss_mpn: 0.018070, loss_rec: 0.103029, loss_semantic: 0.916130, loss_idmrf: 3.741124, loss_adv_gen: -169.468597, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:32:46,340 - INFO - [Eval] step: 59999, bce: 0.082897, psnr: 23.956766, ssim: 0.812935, lpips: 0.152659
+2023-03-22 21:33:20,087 - INFO - [Train] step: 60099, loss_adv_disc: -5.276958, lr_disc: 0.000010
+2023-03-22 21:33:20,291 - INFO - [Train] step: 60099, loss_mpn: 0.029341, loss_rec: 0.074387, loss_semantic: 0.790874, loss_idmrf: 5.054115, loss_adv_gen: -189.876541, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:33:51,677 - INFO - [Train] step: 60199, loss_adv_disc: -5.515208, lr_disc: 0.000010
+2023-03-22 21:33:51,881 - INFO - [Train] step: 60199, loss_mpn: 0.029098, loss_rec: 0.122890, loss_semantic: 1.240925, loss_idmrf: 3.611217, loss_adv_gen: -246.585022, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:34:23,098 - INFO - [Train] step: 60299, loss_adv_disc: -1.916093, lr_disc: 0.000010
+2023-03-22 21:34:23,314 - INFO - [Train] step: 60299, loss_mpn: 0.019742, loss_rec: 0.045281, loss_semantic: 0.461496, loss_idmrf: 5.907234, loss_adv_gen: -237.482025, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:34:54,413 - INFO - [Train] step: 60399, loss_adv_disc: 2.132619, lr_disc: 0.000010
+2023-03-22 21:34:54,629 - INFO - [Train] step: 60399, loss_mpn: 0.026168, loss_rec: 0.068405, loss_semantic: 0.644214, loss_idmrf: 2.480531, loss_adv_gen: -229.504395, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:35:26,073 - INFO - [Train] step: 60499, loss_adv_disc: -0.351840, lr_disc: 0.000010
+2023-03-22 21:35:26,282 - INFO - [Train] step: 60499, loss_mpn: 0.033130, loss_rec: 0.061067, loss_semantic: 0.722639, loss_idmrf: 5.085886, loss_adv_gen: -154.511215, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:35:58,390 - INFO - [Train] step: 60599, loss_adv_disc: 0.069261, lr_disc: 0.000010
+2023-03-22 21:35:58,611 - INFO - [Train] step: 60599, loss_mpn: 0.017934, loss_rec: 0.076798, loss_semantic: 0.851493, loss_idmrf: 3.853795, loss_adv_gen: -189.273590, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:36:29,696 - INFO - [Train] step: 60699, loss_adv_disc: -3.376957, lr_disc: 0.000010
+2023-03-22 21:36:29,899 - INFO - [Train] step: 60699, loss_mpn: 0.023088, loss_rec: 0.064736, loss_semantic: 0.642671, loss_idmrf: 3.711169, loss_adv_gen: -196.209290, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:37:01,080 - INFO - [Train] step: 60799, loss_adv_disc: 2.724781, lr_disc: 0.000010
+2023-03-22 21:37:01,284 - INFO - [Train] step: 60799, loss_mpn: 0.006888, loss_rec: 0.027628, loss_semantic: 0.442208, loss_idmrf: 1.112879, loss_adv_gen: -210.310577, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:37:31,958 - INFO - [Train] step: 60899, loss_adv_disc: -0.238263, lr_disc: 0.000010
+2023-03-22 21:37:32,166 - INFO - [Train] step: 60899, loss_mpn: 0.052680, loss_rec: 0.061970, loss_semantic: 0.830533, loss_idmrf: 3.971626, loss_adv_gen: -220.970184, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:38:03,933 - INFO - [Train] step: 60999, loss_adv_disc: -8.350053, lr_disc: 0.000010
+2023-03-22 21:38:04,148 - INFO - [Train] step: 60999, loss_mpn: 0.016826, loss_rec: 0.105595, loss_semantic: 0.953514, loss_idmrf: 3.873828, loss_adv_gen: -211.666779, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:38:56,335 - INFO - [Eval] step: 60999, bce: 0.085188, psnr: 23.819254, ssim: 0.809779, lpips: 0.151547
+2023-03-22 21:39:30,174 - INFO - [Train] step: 61099, loss_adv_disc: 2.252856, lr_disc: 0.000010
+2023-03-22 21:39:30,381 - INFO - [Train] step: 61099, loss_mpn: 0.014759, loss_rec: 0.085587, loss_semantic: 0.828994, loss_idmrf: 4.190587, loss_adv_gen: -190.764130, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:40:01,524 - INFO - [Train] step: 61199, loss_adv_disc: -1.079181, lr_disc: 0.000010
+2023-03-22 21:40:01,726 - INFO - [Train] step: 61199, loss_mpn: 0.128885, loss_rec: 0.155305, loss_semantic: 0.963716, loss_idmrf: 6.771459, loss_adv_gen: -150.381714, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:40:33,262 - INFO - [Train] step: 61299, loss_adv_disc: 1.148214, lr_disc: 0.000010
+2023-03-22 21:40:33,466 - INFO - [Train] step: 61299, loss_mpn: 0.017083, loss_rec: 0.021086, loss_semantic: 0.319048, loss_idmrf: 1.441386, loss_adv_gen: -182.361908, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:41:04,660 - INFO - [Train] step: 61399, loss_adv_disc: 2.181576, lr_disc: 0.000010
+2023-03-22 21:41:04,873 - INFO - [Train] step: 61399, loss_mpn: 0.026784, loss_rec: 0.041666, loss_semantic: 0.547024, loss_idmrf: 3.827672, loss_adv_gen: -210.733688, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:41:36,664 - INFO - [Train] step: 61499, loss_adv_disc: -0.182699, lr_disc: 0.000010
+2023-03-22 21:41:36,889 - INFO - [Train] step: 61499, loss_mpn: 0.028796, loss_rec: 0.076079, loss_semantic: 0.861626, loss_idmrf: 3.898355, loss_adv_gen: -200.088181, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:42:08,644 - INFO - [Train] step: 61599, loss_adv_disc: -0.545970, lr_disc: 0.000010
+2023-03-22 21:42:08,858 - INFO - [Train] step: 61599, loss_mpn: 0.032817, loss_rec: 0.054038, loss_semantic: 0.734866, loss_idmrf: 3.758049, loss_adv_gen: -236.891113, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:42:39,990 - INFO - [Train] step: 61699, loss_adv_disc: 2.105647, lr_disc: 0.000010
+2023-03-22 21:42:40,196 - INFO - [Train] step: 61699, loss_mpn: 0.026540, loss_rec: 0.054327, loss_semantic: 0.607116, loss_idmrf: 1.474789, loss_adv_gen: -218.762726, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:43:11,483 - INFO - [Train] step: 61799, loss_adv_disc: -2.375135, lr_disc: 0.000010
+2023-03-22 21:43:11,690 - INFO - [Train] step: 61799, loss_mpn: 0.056364, loss_rec: 0.083673, loss_semantic: 0.768327, loss_idmrf: 3.985121, loss_adv_gen: -172.497086, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:43:43,420 - INFO - [Train] step: 61899, loss_adv_disc: 1.511708, lr_disc: 0.000010
+2023-03-22 21:43:43,636 - INFO - [Train] step: 61899, loss_mpn: 0.049575, loss_rec: 0.091343, loss_semantic: 0.838307, loss_idmrf: 4.285335, loss_adv_gen: -207.439178, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:44:15,667 - INFO - [Train] step: 61999, loss_adv_disc: -2.784937, lr_disc: 0.000010
+2023-03-22 21:44:15,871 - INFO - [Train] step: 61999, loss_mpn: 0.052489, loss_rec: 0.090489, loss_semantic: 0.837163, loss_idmrf: 4.925308, loss_adv_gen: -177.588364, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:45:08,594 - INFO - [Eval] step: 61999, bce: 0.083290, psnr: 23.914047, ssim: 0.809909, lpips: 0.151358
+2023-03-22 21:45:42,586 - INFO - [Train] step: 62099, loss_adv_disc: -1.261735, lr_disc: 0.000010
+2023-03-22 21:45:42,798 - INFO - [Train] step: 62099, loss_mpn: 0.029550, loss_rec: 0.067243, loss_semantic: 0.711974, loss_idmrf: 6.303798, loss_adv_gen: -127.872818, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:46:14,037 - INFO - [Train] step: 62199, loss_adv_disc: 1.831125, lr_disc: 0.000010
+2023-03-22 21:46:14,251 - INFO - [Train] step: 62199, loss_mpn: 0.016095, loss_rec: 0.069640, loss_semantic: 0.717745, loss_idmrf: 2.275412, loss_adv_gen: -253.877594, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:46:46,096 - INFO - [Train] step: 62299, loss_adv_disc: 1.587636, lr_disc: 0.000010
+2023-03-22 21:46:46,299 - INFO - [Train] step: 62299, loss_mpn: 0.049383, loss_rec: 0.084699, loss_semantic: 0.813858, loss_idmrf: 3.483518, loss_adv_gen: -215.057251, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:47:17,315 - INFO - [Train] step: 62399, loss_adv_disc: -7.272264, lr_disc: 0.000010
+2023-03-22 21:47:17,520 - INFO - [Train] step: 62399, loss_mpn: 0.026512, loss_rec: 0.102935, loss_semantic: 0.923827, loss_idmrf: 7.100327, loss_adv_gen: -145.650452, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:47:49,091 - INFO - [Train] step: 62499, loss_adv_disc: 1.348954, lr_disc: 0.000010
+2023-03-22 21:47:49,304 - INFO - [Train] step: 62499, loss_mpn: 0.040656, loss_rec: 0.043704, loss_semantic: 0.656927, loss_idmrf: 3.089304, loss_adv_gen: -198.963989, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:48:21,224 - INFO - [Train] step: 62599, loss_adv_disc: 4.060535, lr_disc: 0.000010
+2023-03-22 21:48:21,443 - INFO - [Train] step: 62599, loss_mpn: 0.043291, loss_rec: 0.071927, loss_semantic: 0.755104, loss_idmrf: 3.987485, loss_adv_gen: -203.133911, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:48:53,124 - INFO - [Train] step: 62699, loss_adv_disc: 1.634164, lr_disc: 0.000010
+2023-03-22 21:48:53,339 - INFO - [Train] step: 62699, loss_mpn: 0.039563, loss_rec: 0.113300, loss_semantic: 0.900524, loss_idmrf: 6.922244, loss_adv_gen: -198.126740, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:49:24,761 - INFO - [Train] step: 62799, loss_adv_disc: -4.028269, lr_disc: 0.000010
+2023-03-22 21:49:24,967 - INFO - [Train] step: 62799, loss_mpn: 0.024709, loss_rec: 0.079688, loss_semantic: 0.765632, loss_idmrf: 5.511051, loss_adv_gen: -163.341736, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:49:56,183 - INFO - [Train] step: 62899, loss_adv_disc: 1.500508, lr_disc: 0.000010
+2023-03-22 21:49:56,391 - INFO - [Train] step: 62899, loss_mpn: 0.030240, loss_rec: 0.098859, loss_semantic: 0.895423, loss_idmrf: 5.179933, loss_adv_gen: -179.324188, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:50:27,465 - INFO - [Train] step: 62999, loss_adv_disc: 2.981746, lr_disc: 0.000010
+2023-03-22 21:50:27,666 - INFO - [Train] step: 62999, loss_mpn: 0.068486, loss_rec: 0.076022, loss_semantic: 0.798044, loss_idmrf: 5.101380, loss_adv_gen: -192.731720, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:51:20,058 - INFO - [Eval] step: 62999, bce: 0.084874, psnr: 23.958935, ssim: 0.812229, lpips: 0.151422
+2023-03-22 21:51:54,136 - INFO - [Train] step: 63099, loss_adv_disc: -10.273790, lr_disc: 0.000010
+2023-03-22 21:51:54,335 - INFO - [Train] step: 63099, loss_mpn: 0.040137, loss_rec: 0.092742, loss_semantic: 0.895311, loss_idmrf: 4.914527, loss_adv_gen: -146.187698, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:52:25,921 - INFO - [Train] step: 63199, loss_adv_disc: -6.545507, lr_disc: 0.000010
+2023-03-22 21:52:26,124 - INFO - [Train] step: 63199, loss_mpn: 0.029643, loss_rec: 0.094959, loss_semantic: 0.942649, loss_idmrf: 6.065588, loss_adv_gen: -197.047882, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:52:57,229 - INFO - [Train] step: 63299, loss_adv_disc: 6.020430, lr_disc: 0.000010
+2023-03-22 21:52:57,438 - INFO - [Train] step: 63299, loss_mpn: 0.123856, loss_rec: 0.064365, loss_semantic: 0.669553, loss_idmrf: 2.639431, loss_adv_gen: -272.858948, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:53:28,836 - INFO - [Train] step: 63399, loss_adv_disc: -2.336362, lr_disc: 0.000010
+2023-03-22 21:53:29,042 - INFO - [Train] step: 63399, loss_mpn: 0.016961, loss_rec: 0.039189, loss_semantic: 0.464055, loss_idmrf: 2.987891, loss_adv_gen: -195.534424, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:54:00,310 - INFO - [Train] step: 63499, loss_adv_disc: 6.057392, lr_disc: 0.000010
+2023-03-22 21:54:00,515 - INFO - [Train] step: 63499, loss_mpn: 0.030808, loss_rec: 0.070097, loss_semantic: 0.798714, loss_idmrf: 5.112688, loss_adv_gen: -232.936081, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:54:31,944 - INFO - [Train] step: 63599, loss_adv_disc: -4.707899, lr_disc: 0.000010
+2023-03-22 21:54:32,161 - INFO - [Train] step: 63599, loss_mpn: 0.028261, loss_rec: 0.074979, loss_semantic: 0.799077, loss_idmrf: 5.123136, loss_adv_gen: -179.886642, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:55:03,814 - INFO - [Train] step: 63699, loss_adv_disc: 1.474064, lr_disc: 0.000010
+2023-03-22 21:55:04,030 - INFO - [Train] step: 63699, loss_mpn: 0.022819, loss_rec: 0.040341, loss_semantic: 0.549703, loss_idmrf: 2.722481, loss_adv_gen: -174.845169, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:55:35,258 - INFO - [Train] step: 63799, loss_adv_disc: -2.588246, lr_disc: 0.000010
+2023-03-22 21:55:35,471 - INFO - [Train] step: 63799, loss_mpn: 0.050505, loss_rec: 0.069681, loss_semantic: 0.722949, loss_idmrf: 5.993185, loss_adv_gen: -169.073410, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:56:06,340 - INFO - [Train] step: 63899, loss_adv_disc: -8.675042, lr_disc: 0.000010
+2023-03-22 21:56:06,550 - INFO - [Train] step: 63899, loss_mpn: 0.027523, loss_rec: 0.090916, loss_semantic: 1.068372, loss_idmrf: 4.430555, loss_adv_gen: -195.508087, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:56:37,851 - INFO - [Train] step: 63999, loss_adv_disc: 3.026737, lr_disc: 0.000010
+2023-03-22 21:56:38,060 - INFO - [Train] step: 63999, loss_mpn: 0.012394, loss_rec: 0.024764, loss_semantic: 0.396082, loss_idmrf: 0.952548, loss_adv_gen: -194.011185, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:57:31,867 - INFO - [Eval] step: 63999, bce: 0.083643, psnr: 23.879564, ssim: 0.809331, lpips: 0.152941
+2023-03-22 21:58:05,859 - INFO - [Train] step: 64099, loss_adv_disc: 4.274979, lr_disc: 0.000010
+2023-03-22 21:58:06,069 - INFO - [Train] step: 64099, loss_mpn: 0.065567, loss_rec: 0.070386, loss_semantic: 0.832449, loss_idmrf: 3.403165, loss_adv_gen: -250.472290, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:58:37,191 - INFO - [Train] step: 64199, loss_adv_disc: -13.028912, lr_disc: 0.000010
+2023-03-22 21:58:37,391 - INFO - [Train] step: 64199, loss_mpn: 0.046264, loss_rec: 0.099417, loss_semantic: 0.854024, loss_idmrf: 6.907423, loss_adv_gen: -158.372864, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:59:08,589 - INFO - [Train] step: 64299, loss_adv_disc: 2.063869, lr_disc: 0.000010
+2023-03-22 21:59:08,798 - INFO - [Train] step: 64299, loss_mpn: 0.068346, loss_rec: 0.041059, loss_semantic: 0.567773, loss_idmrf: 4.438973, loss_adv_gen: -183.115936, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 21:59:40,359 - INFO - [Train] step: 64399, loss_adv_disc: -1.467188, lr_disc: 0.000010
+2023-03-22 21:59:40,794 - INFO - [Train] step: 64399, loss_mpn: 0.025925, loss_rec: 0.080441, loss_semantic: 0.767642, loss_idmrf: 4.612272, loss_adv_gen: -182.930847, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:00:11,669 - INFO - [Train] step: 64499, loss_adv_disc: 1.710417, lr_disc: 0.000010
+2023-03-22 22:00:11,878 - INFO - [Train] step: 64499, loss_mpn: 0.050576, loss_rec: 0.068859, loss_semantic: 0.702696, loss_idmrf: 1.823925, loss_adv_gen: -270.410156, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:00:43,335 - INFO - [Train] step: 64599, loss_adv_disc: 1.275249, lr_disc: 0.000010
+2023-03-22 22:00:43,571 - INFO - [Train] step: 64599, loss_mpn: 0.030975, loss_rec: 0.028372, loss_semantic: 0.421707, loss_idmrf: 1.348123, loss_adv_gen: -197.016968, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:01:15,361 - INFO - [Train] step: 64699, loss_adv_disc: -1.334146, lr_disc: 0.000010
+2023-03-22 22:01:15,570 - INFO - [Train] step: 64699, loss_mpn: 0.014261, loss_rec: 0.057456, loss_semantic: 0.600253, loss_idmrf: 3.093524, loss_adv_gen: -174.468323, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:01:46,599 - INFO - [Train] step: 64799, loss_adv_disc: -3.659996, lr_disc: 0.000010
+2023-03-22 22:01:46,803 - INFO - [Train] step: 64799, loss_mpn: 0.015868, loss_rec: 0.062354, loss_semantic: 0.599744, loss_idmrf: 4.041586, loss_adv_gen: -198.986160, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:02:18,266 - INFO - [Train] step: 64899, loss_adv_disc: -15.699657, lr_disc: 0.000010
+2023-03-22 22:02:18,475 - INFO - [Train] step: 64899, loss_mpn: 0.019100, loss_rec: 0.082993, loss_semantic: 0.811331, loss_idmrf: 5.623504, loss_adv_gen: -194.524933, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:02:49,615 - INFO - [Train] step: 64999, loss_adv_disc: 7.131265, lr_disc: 0.000010
+2023-03-22 22:02:49,817 - INFO - [Train] step: 64999, loss_mpn: 0.035540, loss_rec: 0.105518, loss_semantic: 0.927480, loss_idmrf: 4.020984, loss_adv_gen: -220.790375, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:03:43,310 - INFO - [Eval] step: 64999, bce: 0.085961, psnr: 23.882698, ssim: 0.811309, lpips: 0.152896
+2023-03-22 22:04:17,616 - INFO - [Train] step: 65099, loss_adv_disc: 10.672411, lr_disc: 0.000010
+2023-03-22 22:04:17,826 - INFO - [Train] step: 65099, loss_mpn: 0.081453, loss_rec: 0.058175, loss_semantic: 0.645774, loss_idmrf: 3.149373, loss_adv_gen: -231.396820, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:04:48,588 - INFO - [Train] step: 65199, loss_adv_disc: -3.687324, lr_disc: 0.000010
+2023-03-22 22:04:48,794 - INFO - [Train] step: 65199, loss_mpn: 0.017630, loss_rec: 0.067008, loss_semantic: 0.839727, loss_idmrf: 4.524035, loss_adv_gen: -222.595856, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:05:20,483 - INFO - [Train] step: 65299, loss_adv_disc: -8.173450, lr_disc: 0.000010
+2023-03-22 22:05:20,686 - INFO - [Train] step: 65299, loss_mpn: 0.022374, loss_rec: 0.072009, loss_semantic: 0.809119, loss_idmrf: 4.668095, loss_adv_gen: -175.009949, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:05:52,078 - INFO - [Train] step: 65399, loss_adv_disc: -8.714993, lr_disc: 0.000010
+2023-03-22 22:05:52,286 - INFO - [Train] step: 65399, loss_mpn: 0.049502, loss_rec: 0.078117, loss_semantic: 0.842300, loss_idmrf: 5.384579, loss_adv_gen: -155.028915, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:06:23,663 - INFO - [Train] step: 65499, loss_adv_disc: -1.219283, lr_disc: 0.000010
+2023-03-22 22:06:23,875 - INFO - [Train] step: 65499, loss_mpn: 0.031366, loss_rec: 0.062480, loss_semantic: 0.652586, loss_idmrf: 2.869479, loss_adv_gen: -179.488754, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:06:54,989 - INFO - [Train] step: 65599, loss_adv_disc: -7.153813, lr_disc: 0.000010
+2023-03-22 22:06:55,202 - INFO - [Train] step: 65599, loss_mpn: 0.016410, loss_rec: 0.055736, loss_semantic: 0.626629, loss_idmrf: 4.771992, loss_adv_gen: -95.387329, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:07:26,967 - INFO - [Train] step: 65699, loss_adv_disc: 0.481951, lr_disc: 0.000010
+2023-03-22 22:07:27,172 - INFO - [Train] step: 65699, loss_mpn: 0.035839, loss_rec: 0.028805, loss_semantic: 0.450592, loss_idmrf: 4.197435, loss_adv_gen: -172.489395, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:07:58,435 - INFO - [Train] step: 65799, loss_adv_disc: 1.865500, lr_disc: 0.000010
+2023-03-22 22:07:58,641 - INFO - [Train] step: 65799, loss_mpn: 0.020220, loss_rec: 0.029407, loss_semantic: 0.481305, loss_idmrf: 1.353388, loss_adv_gen: -196.744492, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:08:29,556 - INFO - [Train] step: 65899, loss_adv_disc: -1.658335, lr_disc: 0.000010
+2023-03-22 22:08:29,762 - INFO - [Train] step: 65899, loss_mpn: 0.020955, loss_rec: 0.067655, loss_semantic: 0.672479, loss_idmrf: 4.780795, loss_adv_gen: -176.666992, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:09:01,024 - INFO - [Train] step: 65999, loss_adv_disc: 2.348329, lr_disc: 0.000010
+2023-03-22 22:09:01,231 - INFO - [Train] step: 65999, loss_mpn: 0.029812, loss_rec: 0.040137, loss_semantic: 0.494677, loss_idmrf: 2.598094, loss_adv_gen: -198.742401, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:09:54,593 - INFO - [Eval] step: 65999, bce: 0.089358, psnr: 23.953465, ssim: 0.811091, lpips: 0.151875
+2023-03-22 22:10:27,729 - INFO - [Train] step: 66099, loss_adv_disc: 3.367628, lr_disc: 0.000010
+2023-03-22 22:10:27,936 - INFO - [Train] step: 66099, loss_mpn: 0.095253, loss_rec: 0.047346, loss_semantic: 0.490808, loss_idmrf: 3.754254, loss_adv_gen: -171.807648, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:10:59,427 - INFO - [Train] step: 66199, loss_adv_disc: 3.657683, lr_disc: 0.000010
+2023-03-22 22:10:59,636 - INFO - [Train] step: 66199, loss_mpn: 0.023442, loss_rec: 0.049104, loss_semantic: 0.659514, loss_idmrf: 2.384998, loss_adv_gen: -204.812622, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:11:31,464 - INFO - [Train] step: 66299, loss_adv_disc: 2.934725, lr_disc: 0.000010
+2023-03-22 22:11:31,669 - INFO - [Train] step: 66299, loss_mpn: 0.020324, loss_rec: 0.033625, loss_semantic: 0.424425, loss_idmrf: 1.566221, loss_adv_gen: -178.640579, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:12:02,653 - INFO - [Train] step: 66399, loss_adv_disc: -2.989424, lr_disc: 0.000010
+2023-03-22 22:12:02,859 - INFO - [Train] step: 66399, loss_mpn: 0.027684, loss_rec: 0.075976, loss_semantic: 0.781724, loss_idmrf: 4.644011, loss_adv_gen: -187.091705, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:12:33,710 - INFO - [Train] step: 66499, loss_adv_disc: -3.118444, lr_disc: 0.000010
+2023-03-22 22:12:33,917 - INFO - [Train] step: 66499, loss_mpn: 0.034556, loss_rec: 0.069906, loss_semantic: 0.797471, loss_idmrf: 4.040279, loss_adv_gen: -183.245209, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:13:05,168 - INFO - [Train] step: 66599, loss_adv_disc: -4.734818, lr_disc: 0.000010
+2023-03-22 22:13:05,373 - INFO - [Train] step: 66599, loss_mpn: 0.057551, loss_rec: 0.077478, loss_semantic: 1.020266, loss_idmrf: 5.554944, loss_adv_gen: -173.189423, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:13:36,791 - INFO - [Train] step: 66699, loss_adv_disc: -27.613451, lr_disc: 0.000010
+2023-03-22 22:13:36,999 - INFO - [Train] step: 66699, loss_mpn: 0.032117, loss_rec: 0.159852, loss_semantic: 1.204919, loss_idmrf: 6.995317, loss_adv_gen: -189.193100, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:14:08,619 - INFO - [Train] step: 66799, loss_adv_disc: -4.046038, lr_disc: 0.000010
+2023-03-22 22:14:08,822 - INFO - [Train] step: 66799, loss_mpn: 0.052545, loss_rec: 0.143147, loss_semantic: 1.106047, loss_idmrf: 6.163099, loss_adv_gen: -221.064529, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:14:39,800 - INFO - [Train] step: 66899, loss_adv_disc: -5.676437, lr_disc: 0.000010
+2023-03-22 22:14:40,006 - INFO - [Train] step: 66899, loss_mpn: 0.012109, loss_rec: 0.073359, loss_semantic: 0.798391, loss_idmrf: 4.007854, loss_adv_gen: -199.253265, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:15:10,171 - INFO - [Train] step: 66999, loss_adv_disc: -7.999914, lr_disc: 0.000010
+2023-03-22 22:15:10,374 - INFO - [Train] step: 66999, loss_mpn: 0.013971, loss_rec: 0.064674, loss_semantic: 0.702239, loss_idmrf: 3.546933, loss_adv_gen: -144.477295, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:16:02,898 - INFO - [Eval] step: 66999, bce: 0.087017, psnr: 23.796736, ssim: 0.810192, lpips: 0.150900
+2023-03-22 22:16:36,780 - INFO - [Train] step: 67099, loss_adv_disc: -6.633668, lr_disc: 0.000010
+2023-03-22 22:16:36,984 - INFO - [Train] step: 67099, loss_mpn: 0.031775, loss_rec: 0.103625, loss_semantic: 0.948669, loss_idmrf: 4.725719, loss_adv_gen: -216.837036, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:17:08,564 - INFO - [Train] step: 67199, loss_adv_disc: 1.326414, lr_disc: 0.000010
+2023-03-22 22:17:08,768 - INFO - [Train] step: 67199, loss_mpn: 0.011556, loss_rec: 0.056542, loss_semantic: 0.632327, loss_idmrf: 1.848002, loss_adv_gen: -239.674469, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:17:40,516 - INFO - [Train] step: 67299, loss_adv_disc: 3.095720, lr_disc: 0.000010
+2023-03-22 22:17:40,717 - INFO - [Train] step: 67299, loss_mpn: 0.021702, loss_rec: 0.035152, loss_semantic: 0.445828, loss_idmrf: 1.216525, loss_adv_gen: -192.417267, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:18:11,769 - INFO - [Train] step: 67399, loss_adv_disc: -1.977381, lr_disc: 0.000010
+2023-03-22 22:18:11,983 - INFO - [Train] step: 67399, loss_mpn: 0.034185, loss_rec: 0.078952, loss_semantic: 0.808128, loss_idmrf: 2.791655, loss_adv_gen: -221.671112, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:18:43,337 - INFO - [Train] step: 67499, loss_adv_disc: 1.983360, lr_disc: 0.000010
+2023-03-22 22:18:43,548 - INFO - [Train] step: 67499, loss_mpn: 0.045097, loss_rec: 0.074432, loss_semantic: 0.720855, loss_idmrf: 5.225059, loss_adv_gen: -199.865921, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:19:14,495 - INFO - [Train] step: 67599, loss_adv_disc: 4.362160, lr_disc: 0.000010
+2023-03-22 22:19:14,703 - INFO - [Train] step: 67599, loss_mpn: 0.023886, loss_rec: 0.049143, loss_semantic: 0.570794, loss_idmrf: 2.205637, loss_adv_gen: -199.708008, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:19:46,140 - INFO - [Train] step: 67699, loss_adv_disc: -0.828417, lr_disc: 0.000010
+2023-03-22 22:19:46,348 - INFO - [Train] step: 67699, loss_mpn: 0.026633, loss_rec: 0.077029, loss_semantic: 0.820256, loss_idmrf: 4.111789, loss_adv_gen: -202.980804, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:20:18,099 - INFO - [Train] step: 67799, loss_adv_disc: -0.070383, lr_disc: 0.000010
+2023-03-22 22:20:18,312 - INFO - [Train] step: 67799, loss_mpn: 0.042715, loss_rec: 0.085964, loss_semantic: 0.890504, loss_idmrf: 4.137700, loss_adv_gen: -245.922913, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:20:49,980 - INFO - [Train] step: 67899, loss_adv_disc: 4.046209, lr_disc: 0.000010
+2023-03-22 22:20:50,181 - INFO - [Train] step: 67899, loss_mpn: 0.038859, loss_rec: 0.068080, loss_semantic: 0.800627, loss_idmrf: 5.032152, loss_adv_gen: -191.364624, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:21:20,776 - INFO - [Train] step: 67999, loss_adv_disc: -0.514648, lr_disc: 0.000010
+2023-03-22 22:21:20,980 - INFO - [Train] step: 67999, loss_mpn: 0.014947, loss_rec: 0.058319, loss_semantic: 0.641765, loss_idmrf: 1.746024, loss_adv_gen: -223.380386, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:22:13,883 - INFO - [Eval] step: 67999, bce: 0.084510, psnr: 23.752865, ssim: 0.809478, lpips: 0.152320
+2023-03-22 22:22:48,224 - INFO - [Train] step: 68099, loss_adv_disc: 8.620750, lr_disc: 0.000010
+2023-03-22 22:22:48,429 - INFO - [Train] step: 68099, loss_mpn: 0.039036, loss_rec: 0.065330, loss_semantic: 0.706450, loss_idmrf: 2.499500, loss_adv_gen: -249.544739, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:23:19,494 - INFO - [Train] step: 68199, loss_adv_disc: -1.765349, lr_disc: 0.000010
+2023-03-22 22:23:19,706 - INFO - [Train] step: 68199, loss_mpn: 0.066498, loss_rec: 0.088784, loss_semantic: 0.857534, loss_idmrf: 5.846187, loss_adv_gen: -205.392029, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:23:50,238 - INFO - [Train] step: 68299, loss_adv_disc: 6.878433, lr_disc: 0.000010
+2023-03-22 22:23:50,441 - INFO - [Train] step: 68299, loss_mpn: 0.039817, loss_rec: 0.101087, loss_semantic: 1.242193, loss_idmrf: 4.285675, loss_adv_gen: -248.787323, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:24:21,880 - INFO - [Train] step: 68399, loss_adv_disc: -1.199496, lr_disc: 0.000010
+2023-03-22 22:24:22,089 - INFO - [Train] step: 68399, loss_mpn: 0.029731, loss_rec: 0.090485, loss_semantic: 0.926956, loss_idmrf: 5.869756, loss_adv_gen: -210.744354, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:24:53,415 - INFO - [Train] step: 68499, loss_adv_disc: 4.332703, lr_disc: 0.000010
+2023-03-22 22:24:53,621 - INFO - [Train] step: 68499, loss_mpn: 0.024067, loss_rec: 0.035095, loss_semantic: 0.583217, loss_idmrf: 2.043174, loss_adv_gen: -211.971863, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:25:24,481 - INFO - [Train] step: 68599, loss_adv_disc: -7.235637, lr_disc: 0.000010
+2023-03-22 22:25:24,707 - INFO - [Train] step: 68599, loss_mpn: 0.034453, loss_rec: 0.101419, loss_semantic: 0.841170, loss_idmrf: 4.349401, loss_adv_gen: -210.614807, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:25:56,359 - INFO - [Train] step: 68699, loss_adv_disc: 1.245691, lr_disc: 0.000010
+2023-03-22 22:25:56,568 - INFO - [Train] step: 68699, loss_mpn: 0.050807, loss_rec: 0.074893, loss_semantic: 0.801418, loss_idmrf: 4.431696, loss_adv_gen: -193.176025, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:26:28,971 - INFO - [Train] step: 68799, loss_adv_disc: -5.882875, lr_disc: 0.000010
+2023-03-22 22:26:29,175 - INFO - [Train] step: 68799, loss_mpn: 0.024792, loss_rec: 0.074147, loss_semantic: 0.750440, loss_idmrf: 4.916732, loss_adv_gen: -188.163589, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:27:00,502 - INFO - [Train] step: 68899, loss_adv_disc: -6.569683, lr_disc: 0.000010
+2023-03-22 22:27:00,713 - INFO - [Train] step: 68899, loss_mpn: 0.032499, loss_rec: 0.100856, loss_semantic: 0.925770, loss_idmrf: 3.722440, loss_adv_gen: -221.166290, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:27:31,936 - INFO - [Train] step: 68999, loss_adv_disc: -0.982469, lr_disc: 0.000010
+2023-03-22 22:27:32,157 - INFO - [Train] step: 68999, loss_mpn: 0.034007, loss_rec: 0.068011, loss_semantic: 0.805243, loss_idmrf: 3.232610, loss_adv_gen: -237.107803, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:28:24,879 - INFO - [Eval] step: 68999, bce: 0.084974, psnr: 23.938040, ssim: 0.810208, lpips: 0.150757
+2023-03-22 22:28:58,930 - INFO - [Train] step: 69099, loss_adv_disc: 3.083045, lr_disc: 0.000010
+2023-03-22 22:28:59,145 - INFO - [Train] step: 69099, loss_mpn: 0.020268, loss_rec: 0.045641, loss_semantic: 0.489284, loss_idmrf: 1.094569, loss_adv_gen: -235.532730, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:29:30,261 - INFO - [Train] step: 69199, loss_adv_disc: 2.922643, lr_disc: 0.000010
+2023-03-22 22:29:30,468 - INFO - [Train] step: 69199, loss_mpn: 0.048947, loss_rec: 0.064789, loss_semantic: 0.878417, loss_idmrf: 3.418457, loss_adv_gen: -200.631836, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:30:02,442 - INFO - [Train] step: 69299, loss_adv_disc: -2.487288, lr_disc: 0.000010
+2023-03-22 22:30:02,652 - INFO - [Train] step: 69299, loss_mpn: 0.053542, loss_rec: 0.055603, loss_semantic: 0.708912, loss_idmrf: 3.752400, loss_adv_gen: -190.733978, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:30:33,672 - INFO - [Train] step: 69399, loss_adv_disc: -3.025026, lr_disc: 0.000010
+2023-03-22 22:30:33,877 - INFO - [Train] step: 69399, loss_mpn: 0.030196, loss_rec: 0.097439, loss_semantic: 0.819788, loss_idmrf: 6.119711, loss_adv_gen: -153.523743, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:31:04,880 - INFO - [Train] step: 69499, loss_adv_disc: 1.282835, lr_disc: 0.000010
+2023-03-22 22:31:05,083 - INFO - [Train] step: 69499, loss_mpn: 0.027878, loss_rec: 0.058502, loss_semantic: 0.654216, loss_idmrf: 2.815645, loss_adv_gen: -206.530670, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:31:36,301 - INFO - [Train] step: 69599, loss_adv_disc: -0.810169, lr_disc: 0.000010
+2023-03-22 22:31:36,515 - INFO - [Train] step: 69599, loss_mpn: 0.024749, loss_rec: 0.043495, loss_semantic: 0.514660, loss_idmrf: 2.567368, loss_adv_gen: -174.913834, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:32:07,488 - INFO - [Train] step: 69699, loss_adv_disc: 3.617560, lr_disc: 0.000010
+2023-03-22 22:32:07,693 - INFO - [Train] step: 69699, loss_mpn: 0.051376, loss_rec: 0.035060, loss_semantic: 0.534001, loss_idmrf: 3.586948, loss_adv_gen: -165.885956, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:32:39,824 - INFO - [Train] step: 69799, loss_adv_disc: -1.029922, lr_disc: 0.000010
+2023-03-22 22:32:40,036 - INFO - [Train] step: 69799, loss_mpn: 0.025894, loss_rec: 0.047392, loss_semantic: 0.582131, loss_idmrf: 3.784302, loss_adv_gen: -177.033081, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:33:11,585 - INFO - [Train] step: 69899, loss_adv_disc: 2.144358, lr_disc: 0.000010
+2023-03-22 22:33:11,785 - INFO - [Train] step: 69899, loss_mpn: 0.027984, loss_rec: 0.078475, loss_semantic: 0.719041, loss_idmrf: 2.808851, loss_adv_gen: -248.645401, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:33:42,626 - INFO - [Train] step: 69999, loss_adv_disc: 18.132545, lr_disc: 0.000010
+2023-03-22 22:33:42,835 - INFO - [Train] step: 69999, loss_mpn: 0.261404, loss_rec: 0.149178, loss_semantic: 1.348585, loss_idmrf: 7.583589, loss_adv_gen: -189.798843, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:34:35,038 - INFO - [Eval] step: 69999, bce: 0.084024, psnr: 23.984703, ssim: 0.812310, lpips: 0.151234
+2023-03-22 22:35:09,610 - INFO - [Train] step: 70099, loss_adv_disc: 0.417143, lr_disc: 0.000010
+2023-03-22 22:35:09,831 - INFO - [Train] step: 70099, loss_mpn: 0.041884, loss_rec: 0.042599, loss_semantic: 0.533082, loss_idmrf: 2.774524, loss_adv_gen: -178.944977, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:35:41,413 - INFO - [Train] step: 70199, loss_adv_disc: 2.443000, lr_disc: 0.000010
+2023-03-22 22:35:41,621 - INFO - [Train] step: 70199, loss_mpn: 0.027602, loss_rec: 0.038191, loss_semantic: 0.515037, loss_idmrf: 2.037656, loss_adv_gen: -194.598114, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:36:13,197 - INFO - [Train] step: 70299, loss_adv_disc: 1.656587, lr_disc: 0.000010
+2023-03-22 22:36:13,403 - INFO - [Train] step: 70299, loss_mpn: 0.016634, loss_rec: 0.019395, loss_semantic: 0.336649, loss_idmrf: 1.261624, loss_adv_gen: -226.830170, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:36:44,397 - INFO - [Train] step: 70399, loss_adv_disc: -7.372179, lr_disc: 0.000010
+2023-03-22 22:36:44,611 - INFO - [Train] step: 70399, loss_mpn: 0.021565, loss_rec: 0.103550, loss_semantic: 0.776311, loss_idmrf: 4.406242, loss_adv_gen: -229.769760, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:37:15,820 - INFO - [Train] step: 70499, loss_adv_disc: -8.369869, lr_disc: 0.000010
+2023-03-22 22:37:16,029 - INFO - [Train] step: 70499, loss_mpn: 0.061435, loss_rec: 0.123017, loss_semantic: 1.254794, loss_idmrf: 8.184433, loss_adv_gen: -197.544098, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:37:47,514 - INFO - [Train] step: 70599, loss_adv_disc: -2.658621, lr_disc: 0.000010
+2023-03-22 22:37:47,728 - INFO - [Train] step: 70599, loss_mpn: 0.025790, loss_rec: 0.044783, loss_semantic: 0.601003, loss_idmrf: 3.499534, loss_adv_gen: -168.031219, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:38:18,918 - INFO - [Train] step: 70699, loss_adv_disc: 0.971638, lr_disc: 0.000010
+2023-03-22 22:38:19,125 - INFO - [Train] step: 70699, loss_mpn: 0.013009, loss_rec: 0.032988, loss_semantic: 0.432769, loss_idmrf: 1.278101, loss_adv_gen: -244.477173, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:38:50,538 - INFO - [Train] step: 70799, loss_adv_disc: -0.770360, lr_disc: 0.000010
+2023-03-22 22:38:50,751 - INFO - [Train] step: 70799, loss_mpn: 0.040006, loss_rec: 0.079155, loss_semantic: 0.788051, loss_idmrf: 4.418417, loss_adv_gen: -210.303192, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:39:23,041 - INFO - [Train] step: 70899, loss_adv_disc: 8.560180, lr_disc: 0.000010
+2023-03-22 22:39:23,246 - INFO - [Train] step: 70899, loss_mpn: 0.178733, loss_rec: 0.189173, loss_semantic: 1.181725, loss_idmrf: 6.609802, loss_adv_gen: -222.886719, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:39:54,618 - INFO - [Train] step: 70999, loss_adv_disc: 2.431162, lr_disc: 0.000010
+2023-03-22 22:39:54,822 - INFO - [Train] step: 70999, loss_mpn: 0.041846, loss_rec: 0.042685, loss_semantic: 0.555586, loss_idmrf: 2.258367, loss_adv_gen: -203.670349, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:40:47,296 - INFO - [Eval] step: 70999, bce: 0.084572, psnr: 23.669653, ssim: 0.807382, lpips: 0.152296
+2023-03-22 22:41:20,942 - INFO - [Train] step: 71099, loss_adv_disc: -0.228622, lr_disc: 0.000010
+2023-03-22 22:41:21,149 - INFO - [Train] step: 71099, loss_mpn: 0.052559, loss_rec: 0.048790, loss_semantic: 0.536131, loss_idmrf: 1.606492, loss_adv_gen: -216.363358, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:41:51,904 - INFO - [Train] step: 71199, loss_adv_disc: 0.946809, lr_disc: 0.000010
+2023-03-22 22:41:52,122 - INFO - [Train] step: 71199, loss_mpn: 0.024963, loss_rec: 0.045234, loss_semantic: 0.610294, loss_idmrf: 4.032822, loss_adv_gen: -236.509933, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:42:22,890 - INFO - [Train] step: 71299, loss_adv_disc: 0.584770, lr_disc: 0.000010
+2023-03-22 22:42:23,093 - INFO - [Train] step: 71299, loss_mpn: 0.052267, loss_rec: 0.048769, loss_semantic: 0.683256, loss_idmrf: 4.329030, loss_adv_gen: -191.043930, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:42:54,642 - INFO - [Train] step: 71399, loss_adv_disc: 0.371894, lr_disc: 0.000010
+2023-03-22 22:42:54,844 - INFO - [Train] step: 71399, loss_mpn: 0.043896, loss_rec: 0.051751, loss_semantic: 0.707852, loss_idmrf: 4.163254, loss_adv_gen: -207.011047, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:43:26,786 - INFO - [Train] step: 71499, loss_adv_disc: -0.798285, lr_disc: 0.000010
+2023-03-22 22:43:26,992 - INFO - [Train] step: 71499, loss_mpn: 0.036896, loss_rec: 0.059002, loss_semantic: 0.647845, loss_idmrf: 3.454109, loss_adv_gen: -215.677460, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:43:58,134 - INFO - [Train] step: 71599, loss_adv_disc: 1.591867, lr_disc: 0.000010
+2023-03-22 22:43:58,342 - INFO - [Train] step: 71599, loss_mpn: 0.038366, loss_rec: 0.048245, loss_semantic: 0.701053, loss_idmrf: 3.828172, loss_adv_gen: -209.912048, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:44:29,443 - INFO - [Train] step: 71699, loss_adv_disc: -0.626270, lr_disc: 0.000010
+2023-03-22 22:44:29,656 - INFO - [Train] step: 71699, loss_mpn: 0.013100, loss_rec: 0.025022, loss_semantic: 0.374046, loss_idmrf: 1.847617, loss_adv_gen: -195.667999, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:45:01,155 - INFO - [Train] step: 71799, loss_adv_disc: 4.267888, lr_disc: 0.000010
+2023-03-22 22:45:01,368 - INFO - [Train] step: 71799, loss_mpn: 0.027528, loss_rec: 0.039299, loss_semantic: 0.670140, loss_idmrf: 4.873342, loss_adv_gen: -175.405701, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:45:33,010 - INFO - [Train] step: 71899, loss_adv_disc: -1.765692, lr_disc: 0.000010
+2023-03-22 22:45:33,217 - INFO - [Train] step: 71899, loss_mpn: 0.039396, loss_rec: 0.105923, loss_semantic: 0.962718, loss_idmrf: 5.979831, loss_adv_gen: -217.761993, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:46:03,893 - INFO - [Train] step: 71999, loss_adv_disc: 0.783983, lr_disc: 0.000010
+2023-03-22 22:46:04,097 - INFO - [Train] step: 71999, loss_mpn: 0.044780, loss_rec: 0.068573, loss_semantic: 0.698854, loss_idmrf: 4.884397, loss_adv_gen: -212.727814, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:46:56,783 - INFO - [Eval] step: 71999, bce: 0.084055, psnr: 23.696878, ssim: 0.805747, lpips: 0.152357
+2023-03-22 22:47:30,137 - INFO - [Train] step: 72099, loss_adv_disc: 1.279243, lr_disc: 0.000010
+2023-03-22 22:47:30,343 - INFO - [Train] step: 72099, loss_mpn: 0.046370, loss_rec: 0.047980, loss_semantic: 0.749975, loss_idmrf: 4.228206, loss_adv_gen: -175.652725, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:48:01,648 - INFO - [Train] step: 72199, loss_adv_disc: 4.488745, lr_disc: 0.000010
+2023-03-22 22:48:01,859 - INFO - [Train] step: 72199, loss_mpn: 0.023509, loss_rec: 0.096334, loss_semantic: 0.932029, loss_idmrf: 2.358582, loss_adv_gen: -278.310425, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:48:33,002 - INFO - [Train] step: 72299, loss_adv_disc: 1.889597, lr_disc: 0.000010
+2023-03-22 22:48:33,217 - INFO - [Train] step: 72299, loss_mpn: 0.024006, loss_rec: 0.047638, loss_semantic: 0.500028, loss_idmrf: 1.433853, loss_adv_gen: -225.855774, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:49:03,889 - INFO - [Train] step: 72399, loss_adv_disc: 3.432686, lr_disc: 0.000010
+2023-03-22 22:49:04,090 - INFO - [Train] step: 72399, loss_mpn: 0.016895, loss_rec: 0.035319, loss_semantic: 0.536354, loss_idmrf: 1.432466, loss_adv_gen: -234.581146, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:49:35,242 - INFO - [Train] step: 72499, loss_adv_disc: -2.194523, lr_disc: 0.000010
+2023-03-22 22:49:35,442 - INFO - [Train] step: 72499, loss_mpn: 0.047451, loss_rec: 0.099788, loss_semantic: 1.091231, loss_idmrf: 4.298253, loss_adv_gen: -236.543594, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:50:06,021 - INFO - [Train] step: 72599, loss_adv_disc: 3.638907, lr_disc: 0.000010
+2023-03-22 22:50:06,233 - INFO - [Train] step: 72599, loss_mpn: 0.063647, loss_rec: 0.081843, loss_semantic: 0.915203, loss_idmrf: 4.396901, loss_adv_gen: -211.973007, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:50:37,161 - INFO - [Train] step: 72699, loss_adv_disc: -4.106493, lr_disc: 0.000010
+2023-03-22 22:50:37,367 - INFO - [Train] step: 72699, loss_mpn: 0.019497, loss_rec: 0.091574, loss_semantic: 0.681575, loss_idmrf: 3.996248, loss_adv_gen: -232.914276, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:51:08,142 - INFO - [Train] step: 72799, loss_adv_disc: 2.167706, lr_disc: 0.000010
+2023-03-22 22:51:08,350 - INFO - [Train] step: 72799, loss_mpn: 0.021097, loss_rec: 0.042188, loss_semantic: 0.509253, loss_idmrf: 5.135717, loss_adv_gen: -157.278473, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:51:40,343 - INFO - [Train] step: 72899, loss_adv_disc: 2.268042, lr_disc: 0.000010
+2023-03-22 22:51:40,551 - INFO - [Train] step: 72899, loss_mpn: 0.038862, loss_rec: 0.057764, loss_semantic: 0.779657, loss_idmrf: 5.457382, loss_adv_gen: -159.407623, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:52:11,980 - INFO - [Train] step: 72999, loss_adv_disc: 0.882719, lr_disc: 0.000010
+2023-03-22 22:52:12,185 - INFO - [Train] step: 72999, loss_mpn: 0.039348, loss_rec: 0.071891, loss_semantic: 0.886719, loss_idmrf: 3.094893, loss_adv_gen: -243.918701, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:53:05,313 - INFO - [Eval] step: 72999, bce: 0.086279, psnr: 23.809141, ssim: 0.809402, lpips: 0.151855
+2023-03-22 22:53:38,677 - INFO - [Train] step: 73099, loss_adv_disc: 4.429994, lr_disc: 0.000010
+2023-03-22 22:53:38,882 - INFO - [Train] step: 73099, loss_mpn: 0.021028, loss_rec: 0.073873, loss_semantic: 0.812230, loss_idmrf: 5.222405, loss_adv_gen: -256.235107, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:54:09,928 - INFO - [Train] step: 73199, loss_adv_disc: -7.839014, lr_disc: 0.000010
+2023-03-22 22:54:10,143 - INFO - [Train] step: 73199, loss_mpn: 0.037168, loss_rec: 0.130595, loss_semantic: 1.286610, loss_idmrf: 5.809884, loss_adv_gen: -233.510254, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:54:41,470 - INFO - [Train] step: 73299, loss_adv_disc: -3.029657, lr_disc: 0.000010
+2023-03-22 22:54:41,681 - INFO - [Train] step: 73299, loss_mpn: 0.033788, loss_rec: 0.081883, loss_semantic: 0.869874, loss_idmrf: 6.769124, loss_adv_gen: -179.441467, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:55:12,328 - INFO - [Train] step: 73399, loss_adv_disc: 1.208151, lr_disc: 0.000010
+2023-03-22 22:55:12,541 - INFO - [Train] step: 73399, loss_mpn: 0.019162, loss_rec: 0.034048, loss_semantic: 0.472444, loss_idmrf: 2.116559, loss_adv_gen: -200.900024, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:55:43,923 - INFO - [Train] step: 73499, loss_adv_disc: -6.870479, lr_disc: 0.000010
+2023-03-22 22:55:44,138 - INFO - [Train] step: 73499, loss_mpn: 0.034726, loss_rec: 0.085088, loss_semantic: 0.748403, loss_idmrf: 7.083591, loss_adv_gen: -206.112915, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:56:15,095 - INFO - [Train] step: 73599, loss_adv_disc: -2.266256, lr_disc: 0.000010
+2023-03-22 22:56:15,301 - INFO - [Train] step: 73599, loss_mpn: 0.027752, loss_rec: 0.051979, loss_semantic: 0.685277, loss_idmrf: 6.925754, loss_adv_gen: -183.524719, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:56:46,727 - INFO - [Train] step: 73699, loss_adv_disc: -4.018360, lr_disc: 0.000010
+2023-03-22 22:56:46,936 - INFO - [Train] step: 73699, loss_mpn: 0.019816, loss_rec: 0.101261, loss_semantic: 0.972454, loss_idmrf: 4.272807, loss_adv_gen: -216.149261, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:57:18,303 - INFO - [Train] step: 73799, loss_adv_disc: -7.511106, lr_disc: 0.000010
+2023-03-22 22:57:18,507 - INFO - [Train] step: 73799, loss_mpn: 0.029868, loss_rec: 0.119968, loss_semantic: 1.232904, loss_idmrf: 7.999073, loss_adv_gen: -164.712158, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:57:49,886 - INFO - [Train] step: 73899, loss_adv_disc: -16.597157, lr_disc: 0.000010
+2023-03-22 22:57:50,094 - INFO - [Train] step: 73899, loss_mpn: 0.022890, loss_rec: 0.168528, loss_semantic: 1.286079, loss_idmrf: 6.093794, loss_adv_gen: -219.747406, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:58:21,892 - INFO - [Train] step: 73999, loss_adv_disc: -4.221754, lr_disc: 0.000010
+2023-03-22 22:58:22,101 - INFO - [Train] step: 73999, loss_mpn: 0.024997, loss_rec: 0.147481, loss_semantic: 1.126195, loss_idmrf: 6.871994, loss_adv_gen: -242.749924, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 22:59:14,743 - INFO - [Eval] step: 73999, bce: 0.086532, psnr: 23.677856, ssim: 0.806738, lpips: 0.153357
+2023-03-22 22:59:48,575 - INFO - [Train] step: 74099, loss_adv_disc: -4.684564, lr_disc: 0.000010
+2023-03-22 22:59:48,790 - INFO - [Train] step: 74099, loss_mpn: 0.034744, loss_rec: 0.075984, loss_semantic: 0.850996, loss_idmrf: 4.101340, loss_adv_gen: -189.610535, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:00:19,843 - INFO - [Train] step: 74199, loss_adv_disc: -11.469334, lr_disc: 0.000010
+2023-03-22 23:00:20,066 - INFO - [Train] step: 74199, loss_mpn: 0.032192, loss_rec: 0.143558, loss_semantic: 1.166213, loss_idmrf: 4.699616, loss_adv_gen: -198.111511, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:00:51,410 - INFO - [Train] step: 74299, loss_adv_disc: 3.619151, lr_disc: 0.000010
+2023-03-22 23:00:51,625 - INFO - [Train] step: 74299, loss_mpn: 0.030179, loss_rec: 0.063954, loss_semantic: 0.937762, loss_idmrf: 3.778991, loss_adv_gen: -221.390320, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:01:22,932 - INFO - [Train] step: 74399, loss_adv_disc: -2.677398, lr_disc: 0.000010
+2023-03-22 23:01:23,142 - INFO - [Train] step: 74399, loss_mpn: 0.010368, loss_rec: 0.097449, loss_semantic: 0.713356, loss_idmrf: 3.406318, loss_adv_gen: -222.401001, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:01:53,516 - INFO - [Train] step: 74499, loss_adv_disc: 1.282711, lr_disc: 0.000010
+2023-03-22 23:01:53,722 - INFO - [Train] step: 74499, loss_mpn: 0.019505, loss_rec: 0.032357, loss_semantic: 0.447838, loss_idmrf: 2.159691, loss_adv_gen: -178.281799, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:02:24,988 - INFO - [Train] step: 74599, loss_adv_disc: 5.714843, lr_disc: 0.000010
+2023-03-22 23:02:25,196 - INFO - [Train] step: 74599, loss_mpn: 0.029289, loss_rec: 0.072169, loss_semantic: 1.000670, loss_idmrf: 4.670836, loss_adv_gen: -198.474136, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:02:56,673 - INFO - [Train] step: 74699, loss_adv_disc: -0.386853, lr_disc: 0.000010
+2023-03-22 23:02:56,873 - INFO - [Train] step: 74699, loss_mpn: 0.044171, loss_rec: 0.097887, loss_semantic: 0.966041, loss_idmrf: 3.937722, loss_adv_gen: -255.808823, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:03:27,983 - INFO - [Train] step: 74799, loss_adv_disc: -4.523504, lr_disc: 0.000010
+2023-03-22 23:03:28,190 - INFO - [Train] step: 74799, loss_mpn: 0.028849, loss_rec: 0.042619, loss_semantic: 0.616971, loss_idmrf: 4.323243, loss_adv_gen: -182.238373, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:03:59,876 - INFO - [Train] step: 74899, loss_adv_disc: -0.408239, lr_disc: 0.000010
+2023-03-22 23:04:00,085 - INFO - [Train] step: 74899, loss_mpn: 0.057396, loss_rec: 0.082437, loss_semantic: 0.971768, loss_idmrf: 5.298773, loss_adv_gen: -178.439789, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:04:31,628 - INFO - [Train] step: 74999, loss_adv_disc: 1.364067, lr_disc: 0.000010
+2023-03-22 23:04:31,833 - INFO - [Train] step: 74999, loss_mpn: 0.016890, loss_rec: 0.036413, loss_semantic: 0.475375, loss_idmrf: 1.574778, loss_adv_gen: -177.702759, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:05:25,533 - INFO - [Eval] step: 74999, bce: 0.086472, psnr: 23.977079, ssim: 0.810350, lpips: 0.152064
+2023-03-22 23:05:59,146 - INFO - [Train] step: 75099, loss_adv_disc: -3.865588, lr_disc: 0.000010
+2023-03-22 23:05:59,358 - INFO - [Train] step: 75099, loss_mpn: 0.033978, loss_rec: 0.069107, loss_semantic: 0.774699, loss_idmrf: 4.765196, loss_adv_gen: -194.291779, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:06:30,587 - INFO - [Train] step: 75199, loss_adv_disc: -0.243120, lr_disc: 0.000010
+2023-03-22 23:06:30,787 - INFO - [Train] step: 75199, loss_mpn: 0.024363, loss_rec: 0.086668, loss_semantic: 0.990797, loss_idmrf: 4.126203, loss_adv_gen: -237.045486, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:07:02,098 - INFO - [Train] step: 75299, loss_adv_disc: 3.546426, lr_disc: 0.000010
+2023-03-22 23:07:02,307 - INFO - [Train] step: 75299, loss_mpn: 0.024499, loss_rec: 0.060207, loss_semantic: 0.643738, loss_idmrf: 2.898355, loss_adv_gen: -183.976074, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:07:33,593 - INFO - [Train] step: 75399, loss_adv_disc: -0.781791, lr_disc: 0.000010
+2023-03-22 23:07:33,796 - INFO - [Train] step: 75399, loss_mpn: 0.024653, loss_rec: 0.029721, loss_semantic: 0.387367, loss_idmrf: 2.941364, loss_adv_gen: -134.498779, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:08:05,034 - INFO - [Train] step: 75499, loss_adv_disc: 1.324596, lr_disc: 0.000010
+2023-03-22 23:08:05,237 - INFO - [Train] step: 75499, loss_mpn: 0.040588, loss_rec: 0.061537, loss_semantic: 0.794492, loss_idmrf: 2.947161, loss_adv_gen: -248.306900, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:08:36,506 - INFO - [Train] step: 75599, loss_adv_disc: -1.748169, lr_disc: 0.000010
+2023-03-22 23:08:36,710 - INFO - [Train] step: 75599, loss_mpn: 0.023713, loss_rec: 0.060635, loss_semantic: 0.723213, loss_idmrf: 3.252709, loss_adv_gen: -213.726700, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:09:07,575 - INFO - [Train] step: 75699, loss_adv_disc: 1.639295, lr_disc: 0.000010
+2023-03-22 23:09:07,793 - INFO - [Train] step: 75699, loss_mpn: 0.025629, loss_rec: 0.047065, loss_semantic: 0.612847, loss_idmrf: 2.916865, loss_adv_gen: -183.039505, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:09:39,192 - INFO - [Train] step: 75799, loss_adv_disc: -0.695689, lr_disc: 0.000010
+2023-03-22 23:09:39,401 - INFO - [Train] step: 75799, loss_mpn: 0.028881, loss_rec: 0.076309, loss_semantic: 0.693599, loss_idmrf: 4.840494, loss_adv_gen: -159.759369, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:10:11,130 - INFO - [Train] step: 75899, loss_adv_disc: 4.572536, lr_disc: 0.000010
+2023-03-22 23:10:11,340 - INFO - [Train] step: 75899, loss_mpn: 0.056728, loss_rec: 0.035590, loss_semantic: 0.457923, loss_idmrf: 1.839591, loss_adv_gen: -199.664307, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:10:42,838 - INFO - [Train] step: 75999, loss_adv_disc: 4.683191, lr_disc: 0.000010
+2023-03-22 23:10:43,042 - INFO - [Train] step: 75999, loss_mpn: 0.055925, loss_rec: 0.096779, loss_semantic: 0.965442, loss_idmrf: 5.814196, loss_adv_gen: -228.764465, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:11:35,454 - INFO - [Eval] step: 75999, bce: 0.085869, psnr: 23.843103, ssim: 0.810440, lpips: 0.151676
+2023-03-22 23:12:09,072 - INFO - [Train] step: 76099, loss_adv_disc: -17.607027, lr_disc: 0.000010
+2023-03-22 23:12:09,280 - INFO - [Train] step: 76099, loss_mpn: 0.026449, loss_rec: 0.144003, loss_semantic: 1.087778, loss_idmrf: 5.841829, loss_adv_gen: -219.037476, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:12:40,195 - INFO - [Train] step: 76199, loss_adv_disc: -11.092443, lr_disc: 0.000010
+2023-03-22 23:12:40,402 - INFO - [Train] step: 76199, loss_mpn: 0.046677, loss_rec: 0.078753, loss_semantic: 0.833976, loss_idmrf: 6.165501, loss_adv_gen: -177.527771, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:13:10,937 - INFO - [Train] step: 76299, loss_adv_disc: 0.828365, lr_disc: 0.000010
+2023-03-22 23:13:11,142 - INFO - [Train] step: 76299, loss_mpn: 0.051692, loss_rec: 0.078939, loss_semantic: 0.810926, loss_idmrf: 3.389472, loss_adv_gen: -234.456406, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:13:43,074 - INFO - [Train] step: 76399, loss_adv_disc: 6.268186, lr_disc: 0.000010
+2023-03-22 23:13:43,278 - INFO - [Train] step: 76399, loss_mpn: 0.020130, loss_rec: 0.048143, loss_semantic: 0.545551, loss_idmrf: 1.898296, loss_adv_gen: -225.115646, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:14:14,415 - INFO - [Train] step: 76499, loss_adv_disc: -1.906659, lr_disc: 0.000010
+2023-03-22 23:14:14,620 - INFO - [Train] step: 76499, loss_mpn: 0.030883, loss_rec: 0.077245, loss_semantic: 0.909738, loss_idmrf: 3.814827, loss_adv_gen: -203.373474, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:14:46,087 - INFO - [Train] step: 76599, loss_adv_disc: -5.193942, lr_disc: 0.000010
+2023-03-22 23:14:46,292 - INFO - [Train] step: 76599, loss_mpn: 0.039235, loss_rec: 0.109358, loss_semantic: 0.829187, loss_idmrf: 3.485335, loss_adv_gen: -223.174973, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:15:17,167 - INFO - [Train] step: 76699, loss_adv_disc: -2.403983, lr_disc: 0.000010
+2023-03-22 23:15:17,373 - INFO - [Train] step: 76699, loss_mpn: 0.030345, loss_rec: 0.060493, loss_semantic: 0.662966, loss_idmrf: 2.929748, loss_adv_gen: -217.524139, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:15:48,934 - INFO - [Train] step: 76799, loss_adv_disc: -3.311076, lr_disc: 0.000010
+2023-03-22 23:15:49,148 - INFO - [Train] step: 76799, loss_mpn: 0.072295, loss_rec: 0.117087, loss_semantic: 1.191317, loss_idmrf: 5.657795, loss_adv_gen: -208.203476, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:16:21,001 - INFO - [Train] step: 76899, loss_adv_disc: -8.828253, lr_disc: 0.000010
+2023-03-22 23:16:21,210 - INFO - [Train] step: 76899, loss_mpn: 0.045734, loss_rec: 0.088752, loss_semantic: 0.860973, loss_idmrf: 3.693947, loss_adv_gen: -231.847382, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:16:52,406 - INFO - [Train] step: 76999, loss_adv_disc: -2.408988, lr_disc: 0.000010
+2023-03-22 23:16:52,618 - INFO - [Train] step: 76999, loss_mpn: 0.020348, loss_rec: 0.033750, loss_semantic: 0.513980, loss_idmrf: 3.048827, loss_adv_gen: -145.255005, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:17:44,908 - INFO - [Eval] step: 76999, bce: 0.084113, psnr: 23.946091, ssim: 0.811607, lpips: 0.150547
+2023-03-22 23:18:18,651 - INFO - [Train] step: 77099, loss_adv_disc: -11.307159, lr_disc: 0.000010
+2023-03-22 23:18:18,857 - INFO - [Train] step: 77099, loss_mpn: 0.028390, loss_rec: 0.113558, loss_semantic: 1.058491, loss_idmrf: 5.712181, loss_adv_gen: -167.113800, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:18:50,157 - INFO - [Train] step: 77199, loss_adv_disc: -3.536686, lr_disc: 0.000010
+2023-03-22 23:18:50,362 - INFO - [Train] step: 77199, loss_mpn: 0.010558, loss_rec: 0.068691, loss_semantic: 0.726411, loss_idmrf: 3.650156, loss_adv_gen: -160.552170, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:19:21,355 - INFO - [Train] step: 77299, loss_adv_disc: -4.490066, lr_disc: 0.000010
+2023-03-22 23:19:21,566 - INFO - [Train] step: 77299, loss_mpn: 0.034553, loss_rec: 0.063379, loss_semantic: 0.653181, loss_idmrf: 3.799882, loss_adv_gen: -199.619354, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:19:52,922 - INFO - [Train] step: 77399, loss_adv_disc: -11.589327, lr_disc: 0.000010
+2023-03-22 23:19:53,129 - INFO - [Train] step: 77399, loss_mpn: 0.078000, loss_rec: 0.113348, loss_semantic: 0.940811, loss_idmrf: 4.504298, loss_adv_gen: -178.300705, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:20:24,121 - INFO - [Train] step: 77499, loss_adv_disc: 2.142268, lr_disc: 0.000010
+2023-03-22 23:20:24,326 - INFO - [Train] step: 77499, loss_mpn: 0.013400, loss_rec: 0.021962, loss_semantic: 0.314619, loss_idmrf: 1.283653, loss_adv_gen: -162.072052, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:20:55,200 - INFO - [Train] step: 77599, loss_adv_disc: -11.690556, lr_disc: 0.000010
+2023-03-22 23:20:55,406 - INFO - [Train] step: 77599, loss_mpn: 0.043178, loss_rec: 0.179903, loss_semantic: 1.614520, loss_idmrf: 5.395523, loss_adv_gen: -258.204468, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:21:26,539 - INFO - [Train] step: 77699, loss_adv_disc: 2.255653, lr_disc: 0.000010
+2023-03-22 23:21:26,749 - INFO - [Train] step: 77699, loss_mpn: 0.033079, loss_rec: 0.106827, loss_semantic: 0.900479, loss_idmrf: 4.895344, loss_adv_gen: -173.605560, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:21:57,935 - INFO - [Train] step: 77799, loss_adv_disc: -7.646190, lr_disc: 0.000010
+2023-03-22 23:21:58,135 - INFO - [Train] step: 77799, loss_mpn: 0.037222, loss_rec: 0.112726, loss_semantic: 1.174033, loss_idmrf: 4.890636, loss_adv_gen: -267.095123, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:22:29,137 - INFO - [Train] step: 77899, loss_adv_disc: 2.360804, lr_disc: 0.000010
+2023-03-22 23:22:29,341 - INFO - [Train] step: 77899, loss_mpn: 0.012168, loss_rec: 0.025829, loss_semantic: 0.346966, loss_idmrf: 0.965914, loss_adv_gen: -179.771805, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:23:00,986 - INFO - [Train] step: 77999, loss_adv_disc: -5.308996, lr_disc: 0.000010
+2023-03-22 23:23:01,191 - INFO - [Train] step: 77999, loss_mpn: 0.025855, loss_rec: 0.052250, loss_semantic: 0.660312, loss_idmrf: 5.016282, loss_adv_gen: -177.149078, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:23:54,039 - INFO - [Eval] step: 77999, bce: 0.087272, psnr: 23.931513, ssim: 0.812826, lpips: 0.151838
+2023-03-22 23:24:27,688 - INFO - [Train] step: 78099, loss_adv_disc: -1.691809, lr_disc: 0.000010
+2023-03-22 23:24:27,891 - INFO - [Train] step: 78099, loss_mpn: 0.041665, loss_rec: 0.075178, loss_semantic: 0.946802, loss_idmrf: 5.386384, loss_adv_gen: -229.409805, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:24:58,797 - INFO - [Train] step: 78199, loss_adv_disc: -0.906350, lr_disc: 0.000010
+2023-03-22 23:24:59,001 - INFO - [Train] step: 78199, loss_mpn: 0.030964, loss_rec: 0.068649, loss_semantic: 0.700131, loss_idmrf: 3.657175, loss_adv_gen: -201.887482, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:25:29,626 - INFO - [Train] step: 78299, loss_adv_disc: 4.684050, lr_disc: 0.000010
+2023-03-22 23:25:29,829 - INFO - [Train] step: 78299, loss_mpn: 0.078081, loss_rec: 0.121248, loss_semantic: 1.051580, loss_idmrf: 6.286329, loss_adv_gen: -205.088486, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:26:01,547 - INFO - [Train] step: 78399, loss_adv_disc: 4.680061, lr_disc: 0.000010
+2023-03-22 23:26:01,755 - INFO - [Train] step: 78399, loss_mpn: 0.056994, loss_rec: 0.097939, loss_semantic: 1.102094, loss_idmrf: 8.446987, loss_adv_gen: -207.618713, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:26:33,058 - INFO - [Train] step: 78499, loss_adv_disc: -6.734313, lr_disc: 0.000010
+2023-03-22 23:26:33,266 - INFO - [Train] step: 78499, loss_mpn: 0.029942, loss_rec: 0.108244, loss_semantic: 1.292447, loss_idmrf: 5.809798, loss_adv_gen: -211.293762, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:27:04,734 - INFO - [Train] step: 78599, loss_adv_disc: 0.051544, lr_disc: 0.000010
+2023-03-22 23:27:04,956 - INFO - [Train] step: 78599, loss_mpn: 0.056006, loss_rec: 0.108795, loss_semantic: 1.163064, loss_idmrf: 4.083847, loss_adv_gen: -263.764587, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:27:37,064 - INFO - [Train] step: 78699, loss_adv_disc: -0.884219, lr_disc: 0.000010
+2023-03-22 23:27:37,257 - INFO - [Train] step: 78699, loss_mpn: 0.017435, loss_rec: 0.028578, loss_semantic: 0.498024, loss_idmrf: 1.810909, loss_adv_gen: -153.657623, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:28:08,280 - INFO - [Train] step: 78799, loss_adv_disc: -4.444952, lr_disc: 0.000010
+2023-03-22 23:28:08,487 - INFO - [Train] step: 78799, loss_mpn: 0.029913, loss_rec: 0.153180, loss_semantic: 1.277808, loss_idmrf: 6.753168, loss_adv_gen: -265.607483, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:28:40,033 - INFO - [Train] step: 78899, loss_adv_disc: -1.066493, lr_disc: 0.000010
+2023-03-22 23:28:40,239 - INFO - [Train] step: 78899, loss_mpn: 0.010106, loss_rec: 0.031377, loss_semantic: 0.461923, loss_idmrf: 1.967229, loss_adv_gen: -170.677673, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:29:11,905 - INFO - [Train] step: 78999, loss_adv_disc: -6.172185, lr_disc: 0.000010
+2023-03-22 23:29:12,105 - INFO - [Train] step: 78999, loss_mpn: 0.027267, loss_rec: 0.107252, loss_semantic: 0.963993, loss_idmrf: 5.802226, loss_adv_gen: -218.135590, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:30:05,233 - INFO - [Eval] step: 78999, bce: 0.082333, psnr: 23.874645, ssim: 0.809234, lpips: 0.151565
+2023-03-22 23:30:38,584 - INFO - [Train] step: 79099, loss_adv_disc: -1.904872, lr_disc: 0.000010
+2023-03-22 23:30:38,791 - INFO - [Train] step: 79099, loss_mpn: 0.050734, loss_rec: 0.056052, loss_semantic: 0.709254, loss_idmrf: 3.517301, loss_adv_gen: -201.931152, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:31:10,277 - INFO - [Train] step: 79199, loss_adv_disc: -1.893443, lr_disc: 0.000010
+2023-03-22 23:31:10,479 - INFO - [Train] step: 79199, loss_mpn: 0.024249, loss_rec: 0.060330, loss_semantic: 0.713456, loss_idmrf: 4.716383, loss_adv_gen: -178.238739, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:31:41,138 - INFO - [Train] step: 79299, loss_adv_disc: -3.959587, lr_disc: 0.000010
+2023-03-22 23:31:41,359 - INFO - [Train] step: 79299, loss_mpn: 0.052541, loss_rec: 0.098245, loss_semantic: 0.790723, loss_idmrf: 3.570511, loss_adv_gen: -183.477402, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:32:12,647 - INFO - [Train] step: 79399, loss_adv_disc: -3.351020, lr_disc: 0.000010
+2023-03-22 23:32:12,860 - INFO - [Train] step: 79399, loss_mpn: 0.011040, loss_rec: 0.058911, loss_semantic: 0.571039, loss_idmrf: 3.858445, loss_adv_gen: -143.652863, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:32:44,229 - INFO - [Train] step: 79499, loss_adv_disc: 3.267252, lr_disc: 0.000010
+2023-03-22 23:32:44,438 - INFO - [Train] step: 79499, loss_mpn: 0.052148, loss_rec: 0.081607, loss_semantic: 0.699422, loss_idmrf: 3.024397, loss_adv_gen: -215.581635, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:33:15,123 - INFO - [Train] step: 79599, loss_adv_disc: 7.106201, lr_disc: 0.000010
+2023-03-22 23:33:15,340 - INFO - [Train] step: 79599, loss_mpn: 0.020526, loss_rec: 0.076991, loss_semantic: 1.006408, loss_idmrf: 4.135576, loss_adv_gen: -234.678131, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:33:46,200 - INFO - [Train] step: 79699, loss_adv_disc: -3.156513, lr_disc: 0.000010
+2023-03-22 23:33:46,404 - INFO - [Train] step: 79699, loss_mpn: 0.027783, loss_rec: 0.073227, loss_semantic: 0.827736, loss_idmrf: 4.943637, loss_adv_gen: -173.964157, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:34:18,033 - INFO - [Train] step: 79799, loss_adv_disc: -1.193831, lr_disc: 0.000010
+2023-03-22 23:34:18,236 - INFO - [Train] step: 79799, loss_mpn: 0.049013, loss_rec: 0.074474, loss_semantic: 1.032637, loss_idmrf: 3.569188, loss_adv_gen: -204.673248, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:34:49,977 - INFO - [Train] step: 79899, loss_adv_disc: -7.985538, lr_disc: 0.000010
+2023-03-22 23:34:50,189 - INFO - [Train] step: 79899, loss_mpn: 0.024114, loss_rec: 0.116281, loss_semantic: 1.066368, loss_idmrf: 6.252384, loss_adv_gen: -226.148590, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:35:22,286 - INFO - [Train] step: 79999, loss_adv_disc: -8.200805, lr_disc: 0.000010
+2023-03-22 23:35:22,501 - INFO - [Train] step: 79999, loss_mpn: 0.057639, loss_rec: 0.127616, loss_semantic: 1.047237, loss_idmrf: 7.819933, loss_adv_gen: -191.644135, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:36:15,349 - INFO - [Eval] step: 79999, bce: 0.087526, psnr: 23.884676, ssim: 0.809056, lpips: 0.151557
+2023-03-22 23:36:49,146 - INFO - [Train] step: 80099, loss_adv_disc: -6.253199, lr_disc: 0.000010
+2023-03-22 23:36:49,346 - INFO - [Train] step: 80099, loss_mpn: 0.026678, loss_rec: 0.093454, loss_semantic: 1.008859, loss_idmrf: 4.750872, loss_adv_gen: -265.880066, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:37:20,228 - INFO - [Train] step: 80199, loss_adv_disc: -0.617418, lr_disc: 0.000010
+2023-03-22 23:37:20,444 - INFO - [Train] step: 80199, loss_mpn: 0.018516, loss_rec: 0.029002, loss_semantic: 0.440042, loss_idmrf: 2.516159, loss_adv_gen: -196.989655, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:37:52,291 - INFO - [Train] step: 80299, loss_adv_disc: -3.555152, lr_disc: 0.000010
+2023-03-22 23:37:52,502 - INFO - [Train] step: 80299, loss_mpn: 0.021249, loss_rec: 0.096202, loss_semantic: 0.933860, loss_idmrf: 5.117104, loss_adv_gen: -175.992706, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:38:23,733 - INFO - [Train] step: 80399, loss_adv_disc: -7.817116, lr_disc: 0.000010
+2023-03-22 23:38:23,940 - INFO - [Train] step: 80399, loss_mpn: 0.044430, loss_rec: 0.136117, loss_semantic: 1.236675, loss_idmrf: 5.615770, loss_adv_gen: -251.247391, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:38:54,480 - INFO - [Train] step: 80499, loss_adv_disc: -3.296054, lr_disc: 0.000010
+2023-03-22 23:38:54,687 - INFO - [Train] step: 80499, loss_mpn: 0.028375, loss_rec: 0.050960, loss_semantic: 0.807080, loss_idmrf: 3.867647, loss_adv_gen: -182.687057, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:39:25,848 - INFO - [Train] step: 80599, loss_adv_disc: -1.472948, lr_disc: 0.000010
+2023-03-22 23:39:26,051 - INFO - [Train] step: 80599, loss_mpn: 0.039416, loss_rec: 0.064032, loss_semantic: 0.698322, loss_idmrf: 6.091203, loss_adv_gen: -157.482742, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:39:56,930 - INFO - [Train] step: 80699, loss_adv_disc: -3.478953, lr_disc: 0.000010
+2023-03-22 23:39:57,135 - INFO - [Train] step: 80699, loss_mpn: 0.053707, loss_rec: 0.124077, loss_semantic: 1.244756, loss_idmrf: 7.786808, loss_adv_gen: -202.501053, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:40:28,725 - INFO - [Train] step: 80799, loss_adv_disc: -0.342222, lr_disc: 0.000010
+2023-03-22 23:40:28,936 - INFO - [Train] step: 80799, loss_mpn: 0.014963, loss_rec: 0.104907, loss_semantic: 0.797327, loss_idmrf: 3.797499, loss_adv_gen: -219.816727, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:41:00,108 - INFO - [Train] step: 80899, loss_adv_disc: -1.287405, lr_disc: 0.000010
+2023-03-22 23:41:00,315 - INFO - [Train] step: 80899, loss_mpn: 0.035009, loss_rec: 0.090961, loss_semantic: 0.850501, loss_idmrf: 6.699906, loss_adv_gen: -198.283295, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:41:31,633 - INFO - [Train] step: 80999, loss_adv_disc: 1.221206, lr_disc: 0.000010
+2023-03-22 23:41:31,849 - INFO - [Train] step: 80999, loss_mpn: 0.047283, loss_rec: 0.088149, loss_semantic: 0.852240, loss_idmrf: 4.440997, loss_adv_gen: -238.377563, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:42:25,758 - INFO - [Eval] step: 80999, bce: 0.086526, psnr: 23.884874, ssim: 0.809442, lpips: 0.151969
+2023-03-22 23:42:59,133 - INFO - [Train] step: 81099, loss_adv_disc: 1.350502, lr_disc: 0.000010
+2023-03-22 23:42:59,343 - INFO - [Train] step: 81099, loss_mpn: 0.078008, loss_rec: 0.052538, loss_semantic: 0.615644, loss_idmrf: 7.546072, loss_adv_gen: -201.917343, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:43:30,543 - INFO - [Train] step: 81199, loss_adv_disc: -6.292870, lr_disc: 0.000010
+2023-03-22 23:43:30,758 - INFO - [Train] step: 81199, loss_mpn: 0.025528, loss_rec: 0.070544, loss_semantic: 0.782219, loss_idmrf: 3.118987, loss_adv_gen: -223.061279, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:44:01,529 - INFO - [Train] step: 81299, loss_adv_disc: -4.056738, lr_disc: 0.000010
+2023-03-22 23:44:01,735 - INFO - [Train] step: 81299, loss_mpn: 0.023175, loss_rec: 0.081725, loss_semantic: 0.868423, loss_idmrf: 3.718315, loss_adv_gen: -188.235840, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:44:33,094 - INFO - [Train] step: 81399, loss_adv_disc: 0.208067, lr_disc: 0.000010
+2023-03-22 23:44:33,294 - INFO - [Train] step: 81399, loss_mpn: 0.060334, loss_rec: 0.057310, loss_semantic: 0.643250, loss_idmrf: 2.927384, loss_adv_gen: -193.867645, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:45:04,295 - INFO - [Train] step: 81499, loss_adv_disc: -1.732046, lr_disc: 0.000010
+2023-03-22 23:45:04,501 - INFO - [Train] step: 81499, loss_mpn: 0.105825, loss_rec: 0.084706, loss_semantic: 0.899740, loss_idmrf: 3.777518, loss_adv_gen: -231.586426, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:45:35,874 - INFO - [Train] step: 81599, loss_adv_disc: 2.762177, lr_disc: 0.000010
+2023-03-22 23:45:36,077 - INFO - [Train] step: 81599, loss_mpn: 0.036751, loss_rec: 0.042275, loss_semantic: 0.527365, loss_idmrf: 2.869699, loss_adv_gen: -218.404205, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:46:07,010 - INFO - [Train] step: 81699, loss_adv_disc: 2.564001, lr_disc: 0.000010
+2023-03-22 23:46:07,217 - INFO - [Train] step: 81699, loss_mpn: 0.020239, loss_rec: 0.039773, loss_semantic: 0.552143, loss_idmrf: 1.741319, loss_adv_gen: -218.031738, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:46:38,183 - INFO - [Train] step: 81799, loss_adv_disc: -0.335038, lr_disc: 0.000010
+2023-03-22 23:46:38,388 - INFO - [Train] step: 81799, loss_mpn: 0.014797, loss_rec: 0.028811, loss_semantic: 0.465149, loss_idmrf: 3.643209, loss_adv_gen: -191.532135, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:47:09,889 - INFO - [Train] step: 81899, loss_adv_disc: -2.375924, lr_disc: 0.000010
+2023-03-22 23:47:10,099 - INFO - [Train] step: 81899, loss_mpn: 0.030875, loss_rec: 0.057602, loss_semantic: 0.686703, loss_idmrf: 2.862618, loss_adv_gen: -169.541931, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:47:41,828 - INFO - [Train] step: 81999, loss_adv_disc: -5.858341, lr_disc: 0.000010
+2023-03-22 23:47:42,036 - INFO - [Train] step: 81999, loss_mpn: 0.011252, loss_rec: 0.075172, loss_semantic: 0.650123, loss_idmrf: 4.546504, loss_adv_gen: -207.837799, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:48:36,756 - INFO - [Eval] step: 81999, bce: 0.084712, psnr: 23.892809, ssim: 0.808543, lpips: 0.151313
+2023-03-22 23:49:10,646 - INFO - [Train] step: 82099, loss_adv_disc: -8.369623, lr_disc: 0.000010
+2023-03-22 23:49:10,850 - INFO - [Train] step: 82099, loss_mpn: 0.046663, loss_rec: 0.123669, loss_semantic: 1.113283, loss_idmrf: 6.793032, loss_adv_gen: -173.855942, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:49:41,905 - INFO - [Train] step: 82199, loss_adv_disc: 2.072791, lr_disc: 0.000010
+2023-03-22 23:49:42,100 - INFO - [Train] step: 82199, loss_mpn: 0.064538, loss_rec: 0.108279, loss_semantic: 0.903600, loss_idmrf: 3.653174, loss_adv_gen: -266.760620, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:50:13,066 - INFO - [Train] step: 82299, loss_adv_disc: 0.204223, lr_disc: 0.000010
+2023-03-22 23:50:13,284 - INFO - [Train] step: 82299, loss_mpn: 0.040390, loss_rec: 0.056456, loss_semantic: 0.773215, loss_idmrf: 4.633523, loss_adv_gen: -194.675995, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:50:44,454 - INFO - [Train] step: 82399, loss_adv_disc: -4.271205, lr_disc: 0.000010
+2023-03-22 23:50:44,662 - INFO - [Train] step: 82399, loss_mpn: 0.024537, loss_rec: 0.058532, loss_semantic: 0.671285, loss_idmrf: 2.819699, loss_adv_gen: -209.485703, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:51:15,294 - INFO - [Train] step: 82499, loss_adv_disc: -0.611660, lr_disc: 0.000010
+2023-03-22 23:51:15,497 - INFO - [Train] step: 82499, loss_mpn: 0.015727, loss_rec: 0.061426, loss_semantic: 0.717417, loss_idmrf: 4.523412, loss_adv_gen: -201.051483, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:51:47,018 - INFO - [Train] step: 82599, loss_adv_disc: 4.485098, lr_disc: 0.000010
+2023-03-22 23:51:47,225 - INFO - [Train] step: 82599, loss_mpn: 0.015948, loss_rec: 0.023577, loss_semantic: 0.532611, loss_idmrf: 1.142885, loss_adv_gen: -206.825104, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:52:18,192 - INFO - [Train] step: 82699, loss_adv_disc: -1.814628, lr_disc: 0.000010
+2023-03-22 23:52:18,401 - INFO - [Train] step: 82699, loss_mpn: 0.024883, loss_rec: 0.048120, loss_semantic: 0.612750, loss_idmrf: 5.323425, loss_adv_gen: -152.192719, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:52:49,513 - INFO - [Train] step: 82799, loss_adv_disc: -4.278683, lr_disc: 0.000010
+2023-03-22 23:52:49,736 - INFO - [Train] step: 82799, loss_mpn: 0.018300, loss_rec: 0.061651, loss_semantic: 0.845897, loss_idmrf: 3.073249, loss_adv_gen: -161.574432, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:53:21,110 - INFO - [Train] step: 82899, loss_adv_disc: 2.227591, lr_disc: 0.000010
+2023-03-22 23:53:21,326 - INFO - [Train] step: 82899, loss_mpn: 0.015034, loss_rec: 0.090201, loss_semantic: 0.678831, loss_idmrf: 2.753403, loss_adv_gen: -238.041855, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:53:51,939 - INFO - [Train] step: 82999, loss_adv_disc: 1.046165, lr_disc: 0.000010
+2023-03-22 23:53:52,149 - INFO - [Train] step: 82999, loss_mpn: 0.021542, loss_rec: 0.055030, loss_semantic: 0.688203, loss_idmrf: 5.034568, loss_adv_gen: -174.312881, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:54:45,860 - INFO - [Eval] step: 82999, bce: 0.082771, psnr: 23.826853, ssim: 0.809875, lpips: 0.150771
+2023-03-22 23:55:19,358 - INFO - [Train] step: 83099, loss_adv_disc: -4.770844, lr_disc: 0.000010
+2023-03-22 23:55:19,570 - INFO - [Train] step: 83099, loss_mpn: 0.027083, loss_rec: 0.113178, loss_semantic: 1.127529, loss_idmrf: 6.872215, loss_adv_gen: -212.084274, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:55:50,475 - INFO - [Train] step: 83199, loss_adv_disc: 0.660249, lr_disc: 0.000010
+2023-03-22 23:55:50,685 - INFO - [Train] step: 83199, loss_mpn: 0.030612, loss_rec: 0.083350, loss_semantic: 0.811513, loss_idmrf: 4.241554, loss_adv_gen: -217.758179, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:56:22,062 - INFO - [Train] step: 83299, loss_adv_disc: 3.229105, lr_disc: 0.000010
+2023-03-22 23:56:22,280 - INFO - [Train] step: 83299, loss_mpn: 0.046385, loss_rec: 0.076156, loss_semantic: 0.861723, loss_idmrf: 4.428834, loss_adv_gen: -213.058640, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:56:53,428 - INFO - [Train] step: 83399, loss_adv_disc: -1.589019, lr_disc: 0.000010
+2023-03-22 23:56:53,628 - INFO - [Train] step: 83399, loss_mpn: 0.016535, loss_rec: 0.035190, loss_semantic: 0.537661, loss_idmrf: 2.511901, loss_adv_gen: -180.253647, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:57:24,728 - INFO - [Train] step: 83499, loss_adv_disc: 2.803954, lr_disc: 0.000010
+2023-03-22 23:57:24,936 - INFO - [Train] step: 83499, loss_mpn: 0.008482, loss_rec: 0.035619, loss_semantic: 0.400030, loss_idmrf: 0.630869, loss_adv_gen: -205.370773, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:57:55,896 - INFO - [Train] step: 83599, loss_adv_disc: 5.280388, lr_disc: 0.000010
+2023-03-22 23:57:56,107 - INFO - [Train] step: 83599, loss_mpn: 0.054478, loss_rec: 0.073824, loss_semantic: 0.834062, loss_idmrf: 7.183764, loss_adv_gen: -219.927795, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:58:27,550 - INFO - [Train] step: 83699, loss_adv_disc: 0.974002, lr_disc: 0.000010
+2023-03-22 23:58:27,762 - INFO - [Train] step: 83699, loss_mpn: 0.066159, loss_rec: 0.095208, loss_semantic: 1.099603, loss_idmrf: 5.233730, loss_adv_gen: -266.175354, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:58:58,843 - INFO - [Train] step: 83799, loss_adv_disc: -1.762991, lr_disc: 0.000010
+2023-03-22 23:58:59,043 - INFO - [Train] step: 83799, loss_mpn: 0.027849, loss_rec: 0.102226, loss_semantic: 0.891642, loss_idmrf: 4.393471, loss_adv_gen: -212.840393, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-22 23:59:30,621 - INFO - [Train] step: 83899, loss_adv_disc: -4.163289, lr_disc: 0.000010
+2023-03-22 23:59:30,831 - INFO - [Train] step: 83899, loss_mpn: 0.024470, loss_rec: 0.042110, loss_semantic: 0.711139, loss_idmrf: 3.909700, loss_adv_gen: -185.489136, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:00:02,273 - INFO - [Train] step: 83999, loss_adv_disc: -1.264799, lr_disc: 0.000010
+2023-03-23 00:00:02,480 - INFO - [Train] step: 83999, loss_mpn: 0.024505, loss_rec: 0.055024, loss_semantic: 0.652720, loss_idmrf: 3.956688, loss_adv_gen: -155.834869, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:00:55,574 - INFO - [Eval] step: 83999, bce: 0.082992, psnr: 23.925812, ssim: 0.813529, lpips: 0.150968
+2023-03-23 00:01:29,510 - INFO - [Train] step: 84099, loss_adv_disc: -0.978274, lr_disc: 0.000010
+2023-03-23 00:01:29,717 - INFO - [Train] step: 84099, loss_mpn: 0.040150, loss_rec: 0.087221, loss_semantic: 0.940130, loss_idmrf: 5.143310, loss_adv_gen: -186.144394, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:02:00,922 - INFO - [Train] step: 84199, loss_adv_disc: -16.924850, lr_disc: 0.000010
+2023-03-23 00:02:01,135 - INFO - [Train] step: 84199, loss_mpn: 0.032760, loss_rec: 0.086709, loss_semantic: 0.824138, loss_idmrf: 5.896503, loss_adv_gen: -159.651306, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:02:32,019 - INFO - [Train] step: 84299, loss_adv_disc: -5.628771, lr_disc: 0.000010
+2023-03-23 00:02:32,220 - INFO - [Train] step: 84299, loss_mpn: 0.022081, loss_rec: 0.085388, loss_semantic: 0.672810, loss_idmrf: 3.991675, loss_adv_gen: -204.169403, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:03:03,267 - INFO - [Train] step: 84399, loss_adv_disc: -0.359601, lr_disc: 0.000010
+2023-03-23 00:03:03,760 - INFO - [Train] step: 84399, loss_mpn: 0.058929, loss_rec: 0.067314, loss_semantic: 0.869898, loss_idmrf: 5.507980, loss_adv_gen: -199.897400, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:03:34,888 - INFO - [Train] step: 84499, loss_adv_disc: 1.429031, lr_disc: 0.000010
+2023-03-23 00:03:35,100 - INFO - [Train] step: 84499, loss_mpn: 0.022400, loss_rec: 0.104848, loss_semantic: 0.952396, loss_idmrf: 7.766141, loss_adv_gen: -172.289154, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:04:06,269 - INFO - [Train] step: 84599, loss_adv_disc: 3.495119, lr_disc: 0.000010
+2023-03-23 00:04:06,472 - INFO - [Train] step: 84599, loss_mpn: 0.035456, loss_rec: 0.063056, loss_semantic: 0.753132, loss_idmrf: 3.056033, loss_adv_gen: -241.040436, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:04:37,115 - INFO - [Train] step: 84699, loss_adv_disc: 4.216336, lr_disc: 0.000010
+2023-03-23 00:04:37,324 - INFO - [Train] step: 84699, loss_mpn: 0.023403, loss_rec: 0.097901, loss_semantic: 1.024386, loss_idmrf: 2.586397, loss_adv_gen: -330.571289, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:05:08,402 - INFO - [Train] step: 84799, loss_adv_disc: -1.516444, lr_disc: 0.000010
+2023-03-23 00:05:08,606 - INFO - [Train] step: 84799, loss_mpn: 0.034896, loss_rec: 0.066791, loss_semantic: 0.760345, loss_idmrf: 3.901114, loss_adv_gen: -191.955383, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:05:39,690 - INFO - [Train] step: 84899, loss_adv_disc: -2.050588, lr_disc: 0.000010
+2023-03-23 00:05:39,891 - INFO - [Train] step: 84899, loss_mpn: 0.075622, loss_rec: 0.094474, loss_semantic: 0.917068, loss_idmrf: 4.994164, loss_adv_gen: -201.321899, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:06:10,734 - INFO - [Train] step: 84999, loss_adv_disc: -2.563184, lr_disc: 0.000010
+2023-03-23 00:06:10,940 - INFO - [Train] step: 84999, loss_mpn: 0.043337, loss_rec: 0.102682, loss_semantic: 0.842556, loss_idmrf: 4.281492, loss_adv_gen: -232.200790, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:07:04,522 - INFO - [Eval] step: 84999, bce: 0.084171, psnr: 23.809019, ssim: 0.809520, lpips: 0.150758
+2023-03-23 00:07:38,491 - INFO - [Train] step: 85099, loss_adv_disc: 2.608698, lr_disc: 0.000010
+2023-03-23 00:07:38,700 - INFO - [Train] step: 85099, loss_mpn: 0.032661, loss_rec: 0.083946, loss_semantic: 0.973704, loss_idmrf: 5.626891, loss_adv_gen: -256.925720, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:08:09,699 - INFO - [Train] step: 85199, loss_adv_disc: 11.220814, lr_disc: 0.000010
+2023-03-23 00:08:09,905 - INFO - [Train] step: 85199, loss_mpn: 0.202910, loss_rec: 0.093152, loss_semantic: 0.668514, loss_idmrf: 5.275559, loss_adv_gen: -176.811005, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:08:41,397 - INFO - [Train] step: 85299, loss_adv_disc: 4.474394, lr_disc: 0.000010
+2023-03-23 00:08:41,598 - INFO - [Train] step: 85299, loss_mpn: 0.027111, loss_rec: 0.046497, loss_semantic: 0.583335, loss_idmrf: 2.738566, loss_adv_gen: -226.860779, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:09:12,625 - INFO - [Train] step: 85399, loss_adv_disc: 4.757556, lr_disc: 0.000010
+2023-03-23 00:09:12,832 - INFO - [Train] step: 85399, loss_mpn: 0.027440, loss_rec: 0.061339, loss_semantic: 0.731602, loss_idmrf: 1.929092, loss_adv_gen: -242.135880, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:09:44,053 - INFO - [Train] step: 85499, loss_adv_disc: -3.805581, lr_disc: 0.000010
+2023-03-23 00:09:44,262 - INFO - [Train] step: 85499, loss_mpn: 0.028834, loss_rec: 0.037798, loss_semantic: 0.572236, loss_idmrf: 5.608086, loss_adv_gen: -168.642853, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:10:15,541 - INFO - [Train] step: 85599, loss_adv_disc: 3.007149, lr_disc: 0.000010
+2023-03-23 00:10:15,748 - INFO - [Train] step: 85599, loss_mpn: 0.015141, loss_rec: 0.031980, loss_semantic: 0.471885, loss_idmrf: 1.770061, loss_adv_gen: -213.254608, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:10:47,600 - INFO - [Train] step: 85699, loss_adv_disc: -4.504179, lr_disc: 0.000010
+2023-03-23 00:10:47,808 - INFO - [Train] step: 85699, loss_mpn: 0.026786, loss_rec: 0.109865, loss_semantic: 1.068335, loss_idmrf: 4.133500, loss_adv_gen: -283.442139, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:11:18,769 - INFO - [Train] step: 85799, loss_adv_disc: -0.873859, lr_disc: 0.000010
+2023-03-23 00:11:18,974 - INFO - [Train] step: 85799, loss_mpn: 0.044024, loss_rec: 0.095036, loss_semantic: 0.942581, loss_idmrf: 4.239081, loss_adv_gen: -236.904373, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:11:50,032 - INFO - [Train] step: 85899, loss_adv_disc: -2.640610, lr_disc: 0.000010
+2023-03-23 00:11:50,236 - INFO - [Train] step: 85899, loss_mpn: 0.034251, loss_rec: 0.043690, loss_semantic: 0.577962, loss_idmrf: 2.645208, loss_adv_gen: -219.456131, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:12:21,515 - INFO - [Train] step: 85999, loss_adv_disc: -3.927618, lr_disc: 0.000010
+2023-03-23 00:12:21,736 - INFO - [Train] step: 85999, loss_mpn: 0.022540, loss_rec: 0.070325, loss_semantic: 0.721531, loss_idmrf: 3.865448, loss_adv_gen: -193.614960, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:13:15,478 - INFO - [Eval] step: 85999, bce: 0.086274, psnr: 23.821550, ssim: 0.810125, lpips: 0.151451
+2023-03-23 00:13:49,908 - INFO - [Train] step: 86099, loss_adv_disc: -3.409503, lr_disc: 0.000010
+2023-03-23 00:13:50,112 - INFO - [Train] step: 86099, loss_mpn: 0.040441, loss_rec: 0.109812, loss_semantic: 1.090605, loss_idmrf: 5.357540, loss_adv_gen: -229.997894, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:14:21,209 - INFO - [Train] step: 86199, loss_adv_disc: -9.296270, lr_disc: 0.000010
+2023-03-23 00:14:21,410 - INFO - [Train] step: 86199, loss_mpn: 0.030879, loss_rec: 0.099848, loss_semantic: 1.047160, loss_idmrf: 5.291085, loss_adv_gen: -236.919113, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:14:52,268 - INFO - [Train] step: 86299, loss_adv_disc: 0.902229, lr_disc: 0.000010
+2023-03-23 00:14:52,471 - INFO - [Train] step: 86299, loss_mpn: 0.055760, loss_rec: 0.063572, loss_semantic: 0.831266, loss_idmrf: 5.081696, loss_adv_gen: -214.539917, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:15:24,084 - INFO - [Train] step: 86399, loss_adv_disc: 3.754143, lr_disc: 0.000010
+2023-03-23 00:15:24,294 - INFO - [Train] step: 86399, loss_mpn: 0.058589, loss_rec: 0.054016, loss_semantic: 0.647993, loss_idmrf: 3.717614, loss_adv_gen: -185.699402, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:15:55,274 - INFO - [Train] step: 86499, loss_adv_disc: -0.695367, lr_disc: 0.000010
+2023-03-23 00:15:55,483 - INFO - [Train] step: 86499, loss_mpn: 0.046164, loss_rec: 0.048040, loss_semantic: 0.639911, loss_idmrf: 4.406419, loss_adv_gen: -146.983856, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:16:26,846 - INFO - [Train] step: 86599, loss_adv_disc: -2.674976, lr_disc: 0.000010
+2023-03-23 00:16:27,054 - INFO - [Train] step: 86599, loss_mpn: 0.031023, loss_rec: 0.097792, loss_semantic: 0.785057, loss_idmrf: 2.994340, loss_adv_gen: -232.528778, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:16:58,422 - INFO - [Train] step: 86699, loss_adv_disc: 0.308515, lr_disc: 0.000010
+2023-03-23 00:16:58,628 - INFO - [Train] step: 86699, loss_mpn: 0.015522, loss_rec: 0.024229, loss_semantic: 0.423787, loss_idmrf: 3.785274, loss_adv_gen: -117.733292, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:17:29,907 - INFO - [Train] step: 86799, loss_adv_disc: 0.953324, lr_disc: 0.000010
+2023-03-23 00:17:30,116 - INFO - [Train] step: 86799, loss_mpn: 0.024033, loss_rec: 0.045991, loss_semantic: 0.548231, loss_idmrf: 2.640116, loss_adv_gen: -200.426880, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:18:01,310 - INFO - [Train] step: 86899, loss_adv_disc: -8.470706, lr_disc: 0.000010
+2023-03-23 00:18:01,516 - INFO - [Train] step: 86899, loss_mpn: 0.061359, loss_rec: 0.145069, loss_semantic: 1.074098, loss_idmrf: 7.239045, loss_adv_gen: -179.649521, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:18:32,838 - INFO - [Train] step: 86999, loss_adv_disc: -4.015859, lr_disc: 0.000010
+2023-03-23 00:18:33,041 - INFO - [Train] step: 86999, loss_mpn: 0.034956, loss_rec: 0.078363, loss_semantic: 0.741478, loss_idmrf: 4.524217, loss_adv_gen: -200.602356, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:19:27,401 - INFO - [Eval] step: 86999, bce: 0.084528, psnr: 23.862503, ssim: 0.810061, lpips: 0.150060
+2023-03-23 00:20:01,871 - INFO - [Train] step: 87099, loss_adv_disc: -14.373854, lr_disc: 0.000010
+2023-03-23 00:20:02,083 - INFO - [Train] step: 87099, loss_mpn: 0.029168, loss_rec: 0.109830, loss_semantic: 1.256259, loss_idmrf: 6.366640, loss_adv_gen: -158.473358, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:20:33,564 - INFO - [Train] step: 87199, loss_adv_disc: 0.945649, lr_disc: 0.000010
+2023-03-23 00:20:33,765 - INFO - [Train] step: 87199, loss_mpn: 0.032832, loss_rec: 0.050211, loss_semantic: 0.555248, loss_idmrf: 2.172434, loss_adv_gen: -184.370895, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:21:05,031 - INFO - [Train] step: 87299, loss_adv_disc: -4.478786, lr_disc: 0.000010
+2023-03-23 00:21:05,238 - INFO - [Train] step: 87299, loss_mpn: 0.054303, loss_rec: 0.091505, loss_semantic: 0.823157, loss_idmrf: 5.819680, loss_adv_gen: -216.635300, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:21:36,371 - INFO - [Train] step: 87399, loss_adv_disc: -14.306892, lr_disc: 0.000010
+2023-03-23 00:21:36,576 - INFO - [Train] step: 87399, loss_mpn: 0.210888, loss_rec: 0.139529, loss_semantic: 1.169563, loss_idmrf: 4.943315, loss_adv_gen: -272.723083, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:22:08,168 - INFO - [Train] step: 87499, loss_adv_disc: -4.761088, lr_disc: 0.000010
+2023-03-23 00:22:08,379 - INFO - [Train] step: 87499, loss_mpn: 0.036158, loss_rec: 0.061704, loss_semantic: 0.617014, loss_idmrf: 3.205711, loss_adv_gen: -203.331345, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:22:39,335 - INFO - [Train] step: 87599, loss_adv_disc: -0.875115, lr_disc: 0.000010
+2023-03-23 00:22:39,538 - INFO - [Train] step: 87599, loss_mpn: 0.038518, loss_rec: 0.094298, loss_semantic: 0.843240, loss_idmrf: 3.838138, loss_adv_gen: -201.132263, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:23:10,615 - INFO - [Train] step: 87699, loss_adv_disc: 8.116591, lr_disc: 0.000010
+2023-03-23 00:23:10,832 - INFO - [Train] step: 87699, loss_mpn: 0.032960, loss_rec: 0.063170, loss_semantic: 0.831321, loss_idmrf: 2.897499, loss_adv_gen: -258.222839, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:23:41,989 - INFO - [Train] step: 87799, loss_adv_disc: 3.602419, lr_disc: 0.000010
+2023-03-23 00:23:42,195 - INFO - [Train] step: 87799, loss_mpn: 0.044232, loss_rec: 0.077286, loss_semantic: 0.605571, loss_idmrf: 3.687990, loss_adv_gen: -212.296188, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:24:13,495 - INFO - [Train] step: 87899, loss_adv_disc: -4.145477, lr_disc: 0.000010
+2023-03-23 00:24:13,703 - INFO - [Train] step: 87899, loss_mpn: 0.060302, loss_rec: 0.094183, loss_semantic: 0.985513, loss_idmrf: 6.255540, loss_adv_gen: -187.056061, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:24:45,059 - INFO - [Train] step: 87999, loss_adv_disc: 0.751063, lr_disc: 0.000010
+2023-03-23 00:24:45,267 - INFO - [Train] step: 87999, loss_mpn: 0.004029, loss_rec: 0.017020, loss_semantic: 0.296288, loss_idmrf: 0.922152, loss_adv_gen: -158.460052, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:25:38,485 - INFO - [Eval] step: 87999, bce: 0.085547, psnr: 23.907478, ssim: 0.809828, lpips: 0.151229
+2023-03-23 00:26:12,562 - INFO - [Train] step: 88099, loss_adv_disc: -2.509345, lr_disc: 0.000010
+2023-03-23 00:26:12,776 - INFO - [Train] step: 88099, loss_mpn: 0.036814, loss_rec: 0.056644, loss_semantic: 0.691007, loss_idmrf: 4.335568, loss_adv_gen: -183.508453, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:26:44,075 - INFO - [Train] step: 88199, loss_adv_disc: 1.368450, lr_disc: 0.000010
+2023-03-23 00:26:44,283 - INFO - [Train] step: 88199, loss_mpn: 0.020431, loss_rec: 0.034337, loss_semantic: 0.489538, loss_idmrf: 2.499012, loss_adv_gen: -211.310181, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:27:15,900 - INFO - [Train] step: 88299, loss_adv_disc: 1.774973, lr_disc: 0.000010
+2023-03-23 00:27:16,108 - INFO - [Train] step: 88299, loss_mpn: 0.052823, loss_rec: 0.036707, loss_semantic: 0.613180, loss_idmrf: 4.868876, loss_adv_gen: -170.613815, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:27:47,444 - INFO - [Train] step: 88399, loss_adv_disc: 5.376863, lr_disc: 0.000010
+2023-03-23 00:27:47,648 - INFO - [Train] step: 88399, loss_mpn: 0.035189, loss_rec: 0.036479, loss_semantic: 0.527798, loss_idmrf: 1.306946, loss_adv_gen: -240.457993, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:28:18,399 - INFO - [Train] step: 88499, loss_adv_disc: -13.332279, lr_disc: 0.000010
+2023-03-23 00:28:18,597 - INFO - [Train] step: 88499, loss_mpn: 0.010682, loss_rec: 0.109788, loss_semantic: 0.815534, loss_idmrf: 3.504755, loss_adv_gen: -276.514832, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:28:49,747 - INFO - [Train] step: 88599, loss_adv_disc: -4.183980, lr_disc: 0.000010
+2023-03-23 00:28:49,956 - INFO - [Train] step: 88599, loss_mpn: 0.023170, loss_rec: 0.079383, loss_semantic: 0.918695, loss_idmrf: 5.731773, loss_adv_gen: -178.993378, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:29:20,679 - INFO - [Train] step: 88699, loss_adv_disc: -4.375855, lr_disc: 0.000010
+2023-03-23 00:29:20,887 - INFO - [Train] step: 88699, loss_mpn: 0.035646, loss_rec: 0.090376, loss_semantic: 0.802781, loss_idmrf: 4.457367, loss_adv_gen: -238.061996, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:29:52,015 - INFO - [Train] step: 88799, loss_adv_disc: 1.133506, lr_disc: 0.000010
+2023-03-23 00:29:52,220 - INFO - [Train] step: 88799, loss_mpn: 0.031659, loss_rec: 0.041986, loss_semantic: 0.567844, loss_idmrf: 4.354495, loss_adv_gen: -225.758026, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:30:23,379 - INFO - [Train] step: 88899, loss_adv_disc: -2.392805, lr_disc: 0.000010
+2023-03-23 00:30:23,583 - INFO - [Train] step: 88899, loss_mpn: 0.093975, loss_rec: 0.145193, loss_semantic: 1.187976, loss_idmrf: 5.316972, loss_adv_gen: -179.679855, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:30:54,473 - INFO - [Train] step: 88999, loss_adv_disc: -0.057069, lr_disc: 0.000010
+2023-03-23 00:30:54,683 - INFO - [Train] step: 88999, loss_mpn: 0.019038, loss_rec: 0.040340, loss_semantic: 0.485907, loss_idmrf: 2.439392, loss_adv_gen: -242.261475, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:31:48,538 - INFO - [Eval] step: 88999, bce: 0.085096, psnr: 23.752281, ssim: 0.805686, lpips: 0.151562
+2023-03-23 00:32:22,813 - INFO - [Train] step: 89099, loss_adv_disc: -0.536619, lr_disc: 0.000010
+2023-03-23 00:32:23,021 - INFO - [Train] step: 89099, loss_mpn: 0.037292, loss_rec: 0.050272, loss_semantic: 0.661397, loss_idmrf: 3.398704, loss_adv_gen: -180.880554, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:32:53,942 - INFO - [Train] step: 89199, loss_adv_disc: 2.166277, lr_disc: 0.000010
+2023-03-23 00:32:54,149 - INFO - [Train] step: 89199, loss_mpn: 0.008123, loss_rec: 0.025666, loss_semantic: 0.318251, loss_idmrf: 1.209420, loss_adv_gen: -194.281372, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:33:25,297 - INFO - [Train] step: 89299, loss_adv_disc: -3.902652, lr_disc: 0.000010
+2023-03-23 00:33:25,504 - INFO - [Train] step: 89299, loss_mpn: 0.020042, loss_rec: 0.072514, loss_semantic: 0.849023, loss_idmrf: 3.049140, loss_adv_gen: -247.280487, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:33:56,577 - INFO - [Train] step: 89399, loss_adv_disc: -3.386542, lr_disc: 0.000010
+2023-03-23 00:33:56,779 - INFO - [Train] step: 89399, loss_mpn: 0.033678, loss_rec: 0.097485, loss_semantic: 0.908080, loss_idmrf: 3.645591, loss_adv_gen: -265.151337, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:34:27,925 - INFO - [Train] step: 89499, loss_adv_disc: 0.920074, lr_disc: 0.000010
+2023-03-23 00:34:28,128 - INFO - [Train] step: 89499, loss_mpn: 0.004969, loss_rec: 0.024238, loss_semantic: 0.342135, loss_idmrf: 0.568383, loss_adv_gen: -193.856277, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:34:59,059 - INFO - [Train] step: 89599, loss_adv_disc: 3.871240, lr_disc: 0.000010
+2023-03-23 00:34:59,261 - INFO - [Train] step: 89599, loss_mpn: 0.024462, loss_rec: 0.061486, loss_semantic: 0.736643, loss_idmrf: 1.958244, loss_adv_gen: -243.418762, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:35:30,390 - INFO - [Train] step: 89699, loss_adv_disc: -9.007357, lr_disc: 0.000010
+2023-03-23 00:35:30,597 - INFO - [Train] step: 89699, loss_mpn: 0.035219, loss_rec: 0.106716, loss_semantic: 0.813641, loss_idmrf: 3.696076, loss_adv_gen: -206.847717, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:36:02,007 - INFO - [Train] step: 89799, loss_adv_disc: -11.335879, lr_disc: 0.000010
+2023-03-23 00:36:02,211 - INFO - [Train] step: 89799, loss_mpn: 0.024565, loss_rec: 0.075384, loss_semantic: 0.773629, loss_idmrf: 5.422633, loss_adv_gen: -162.330750, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:36:32,829 - INFO - [Train] step: 89899, loss_adv_disc: -13.321451, lr_disc: 0.000010
+2023-03-23 00:36:33,031 - INFO - [Train] step: 89899, loss_mpn: 0.059042, loss_rec: 0.136394, loss_semantic: 1.155548, loss_idmrf: 8.218451, loss_adv_gen: -208.380920, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:37:04,468 - INFO - [Train] step: 89999, loss_adv_disc: 4.542549, lr_disc: 0.000010
+2023-03-23 00:37:04,671 - INFO - [Train] step: 89999, loss_mpn: 0.026427, loss_rec: 0.055502, loss_semantic: 0.559664, loss_idmrf: 2.885010, loss_adv_gen: -214.824951, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:37:58,001 - INFO - [Eval] step: 89999, bce: 0.086471, psnr: 23.586540, ssim: 0.806805, lpips: 0.152763
+2023-03-23 00:38:32,712 - INFO - [Train] step: 90099, loss_adv_disc: -1.320815, lr_disc: 0.000010
+2023-03-23 00:38:32,915 - INFO - [Train] step: 90099, loss_mpn: 0.015988, loss_rec: 0.031999, loss_semantic: 0.408337, loss_idmrf: 2.428022, loss_adv_gen: -166.825195, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:39:04,187 - INFO - [Train] step: 90199, loss_adv_disc: -6.884374, lr_disc: 0.000010
+2023-03-23 00:39:04,402 - INFO - [Train] step: 90199, loss_mpn: 0.017723, loss_rec: 0.083479, loss_semantic: 0.985908, loss_idmrf: 4.648110, loss_adv_gen: -208.770020, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:39:36,250 - INFO - [Train] step: 90299, loss_adv_disc: -10.916086, lr_disc: 0.000010
+2023-03-23 00:39:36,453 - INFO - [Train] step: 90299, loss_mpn: 0.037113, loss_rec: 0.100992, loss_semantic: 1.046055, loss_idmrf: 4.900172, loss_adv_gen: -250.105042, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:40:07,811 - INFO - [Train] step: 90399, loss_adv_disc: 0.008106, lr_disc: 0.000010
+2023-03-23 00:40:08,013 - INFO - [Train] step: 90399, loss_mpn: 0.027974, loss_rec: 0.037382, loss_semantic: 0.444386, loss_idmrf: 2.094976, loss_adv_gen: -191.988998, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:40:38,983 - INFO - [Train] step: 90499, loss_adv_disc: -5.712814, lr_disc: 0.000010
+2023-03-23 00:40:39,201 - INFO - [Train] step: 90499, loss_mpn: 0.031288, loss_rec: 0.123804, loss_semantic: 1.039108, loss_idmrf: 3.736646, loss_adv_gen: -230.611053, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:41:10,771 - INFO - [Train] step: 90599, loss_adv_disc: 0.657112, lr_disc: 0.000010
+2023-03-23 00:41:10,975 - INFO - [Train] step: 90599, loss_mpn: 0.022377, loss_rec: 0.031632, loss_semantic: 0.489931, loss_idmrf: 3.850441, loss_adv_gen: -162.301300, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:41:42,221 - INFO - [Train] step: 90699, loss_adv_disc: 4.171366, lr_disc: 0.000010
+2023-03-23 00:41:42,420 - INFO - [Train] step: 90699, loss_mpn: 0.091506, loss_rec: 0.066970, loss_semantic: 0.732084, loss_idmrf: 2.845583, loss_adv_gen: -161.417847, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:42:14,042 - INFO - [Train] step: 90799, loss_adv_disc: -1.698614, lr_disc: 0.000010
+2023-03-23 00:42:14,244 - INFO - [Train] step: 90799, loss_mpn: 0.044066, loss_rec: 0.113330, loss_semantic: 1.164550, loss_idmrf: 6.748814, loss_adv_gen: -212.437943, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:42:45,594 - INFO - [Train] step: 90899, loss_adv_disc: -7.406207, lr_disc: 0.000010
+2023-03-23 00:42:45,801 - INFO - [Train] step: 90899, loss_mpn: 0.015938, loss_rec: 0.081749, loss_semantic: 0.822560, loss_idmrf: 3.600725, loss_adv_gen: -209.306992, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:43:17,213 - INFO - [Train] step: 90999, loss_adv_disc: -14.059536, lr_disc: 0.000010
+2023-03-23 00:43:17,418 - INFO - [Train] step: 90999, loss_mpn: 0.029703, loss_rec: 0.121454, loss_semantic: 1.010909, loss_idmrf: 5.582384, loss_adv_gen: -211.211746, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:44:11,468 - INFO - [Eval] step: 90999, bce: 0.082668, psnr: 23.862288, ssim: 0.811368, lpips: 0.151523
+2023-03-23 00:44:45,591 - INFO - [Train] step: 91099, loss_adv_disc: -13.503393, lr_disc: 0.000010
+2023-03-23 00:44:45,800 - INFO - [Train] step: 91099, loss_mpn: 0.021290, loss_rec: 0.139739, loss_semantic: 1.070929, loss_idmrf: 5.152418, loss_adv_gen: -246.824097, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:45:17,079 - INFO - [Train] step: 91199, loss_adv_disc: 2.752080, lr_disc: 0.000010
+2023-03-23 00:45:17,288 - INFO - [Train] step: 91199, loss_mpn: 0.027148, loss_rec: 0.039470, loss_semantic: 0.490660, loss_idmrf: 0.928827, loss_adv_gen: -203.976410, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:45:48,496 - INFO - [Train] step: 91299, loss_adv_disc: 3.745120, lr_disc: 0.000010
+2023-03-23 00:45:48,709 - INFO - [Train] step: 91299, loss_mpn: 0.048010, loss_rec: 0.100484, loss_semantic: 0.831269, loss_idmrf: 4.830871, loss_adv_gen: -216.970413, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:46:19,749 - INFO - [Train] step: 91399, loss_adv_disc: 0.912736, lr_disc: 0.000010
+2023-03-23 00:46:19,949 - INFO - [Train] step: 91399, loss_mpn: 0.053993, loss_rec: 0.085750, loss_semantic: 0.865844, loss_idmrf: 5.323168, loss_adv_gen: -210.151733, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:46:50,754 - INFO - [Train] step: 91499, loss_adv_disc: -8.379650, lr_disc: 0.000010
+2023-03-23 00:46:50,956 - INFO - [Train] step: 91499, loss_mpn: 0.013433, loss_rec: 0.111052, loss_semantic: 0.998312, loss_idmrf: 7.495540, loss_adv_gen: -217.871094, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:47:21,817 - INFO - [Train] step: 91599, loss_adv_disc: 1.365844, lr_disc: 0.000010
+2023-03-23 00:47:22,025 - INFO - [Train] step: 91599, loss_mpn: 0.022778, loss_rec: 0.061438, loss_semantic: 0.728458, loss_idmrf: 3.711289, loss_adv_gen: -250.456238, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:47:53,180 - INFO - [Train] step: 91699, loss_adv_disc: -2.374479, lr_disc: 0.000010
+2023-03-23 00:47:53,384 - INFO - [Train] step: 91699, loss_mpn: 0.032909, loss_rec: 0.073683, loss_semantic: 0.732974, loss_idmrf: 3.988303, loss_adv_gen: -211.531113, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:48:24,982 - INFO - [Train] step: 91799, loss_adv_disc: 1.128423, lr_disc: 0.000010
+2023-03-23 00:48:25,186 - INFO - [Train] step: 91799, loss_mpn: 0.026220, loss_rec: 0.033861, loss_semantic: 0.432280, loss_idmrf: 3.046463, loss_adv_gen: -220.374939, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:48:56,347 - INFO - [Train] step: 91899, loss_adv_disc: -6.327375, lr_disc: 0.000010
+2023-03-23 00:48:56,556 - INFO - [Train] step: 91899, loss_mpn: 0.026826, loss_rec: 0.097468, loss_semantic: 1.032458, loss_idmrf: 8.224626, loss_adv_gen: -162.252609, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:49:28,003 - INFO - [Train] step: 91999, loss_adv_disc: -3.305985, lr_disc: 0.000010
+2023-03-23 00:49:28,206 - INFO - [Train] step: 91999, loss_mpn: 0.031838, loss_rec: 0.080164, loss_semantic: 0.869967, loss_idmrf: 4.843923, loss_adv_gen: -205.748169, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:50:21,170 - INFO - [Eval] step: 91999, bce: 0.084257, psnr: 23.817602, ssim: 0.809946, lpips: 0.150478
+2023-03-23 00:50:55,678 - INFO - [Train] step: 92099, loss_adv_disc: -1.648981, lr_disc: 0.000010
+2023-03-23 00:50:55,881 - INFO - [Train] step: 92099, loss_mpn: 0.041942, loss_rec: 0.054481, loss_semantic: 0.736055, loss_idmrf: 3.427011, loss_adv_gen: -224.780746, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:51:26,778 - INFO - [Train] step: 92199, loss_adv_disc: 0.048276, lr_disc: 0.000010
+2023-03-23 00:51:26,987 - INFO - [Train] step: 92199, loss_mpn: 0.019166, loss_rec: 0.055452, loss_semantic: 0.633487, loss_idmrf: 2.587482, loss_adv_gen: -190.193512, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:51:58,068 - INFO - [Train] step: 92299, loss_adv_disc: -2.838448, lr_disc: 0.000010
+2023-03-23 00:51:58,276 - INFO - [Train] step: 92299, loss_mpn: 0.020590, loss_rec: 0.096039, loss_semantic: 0.967227, loss_idmrf: 3.748999, loss_adv_gen: -260.411591, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:52:28,985 - INFO - [Train] step: 92399, loss_adv_disc: -2.659386, lr_disc: 0.000010
+2023-03-23 00:52:29,192 - INFO - [Train] step: 92399, loss_mpn: 0.099641, loss_rec: 0.089744, loss_semantic: 0.794695, loss_idmrf: 4.044992, loss_adv_gen: -217.041626, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:53:00,625 - INFO - [Train] step: 92499, loss_adv_disc: -29.190666, lr_disc: 0.000010
+2023-03-23 00:53:00,831 - INFO - [Train] step: 92499, loss_mpn: 0.032453, loss_rec: 0.130618, loss_semantic: 1.152664, loss_idmrf: 5.946441, loss_adv_gen: -155.346664, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:53:32,065 - INFO - [Train] step: 92599, loss_adv_disc: -5.924787, lr_disc: 0.000010
+2023-03-23 00:53:32,271 - INFO - [Train] step: 92599, loss_mpn: 0.032232, loss_rec: 0.103305, loss_semantic: 1.015800, loss_idmrf: 4.917768, loss_adv_gen: -227.544525, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:54:03,255 - INFO - [Train] step: 92699, loss_adv_disc: -0.665001, lr_disc: 0.000010
+2023-03-23 00:54:03,458 - INFO - [Train] step: 92699, loss_mpn: 0.043890, loss_rec: 0.053026, loss_semantic: 0.710706, loss_idmrf: 7.137768, loss_adv_gen: -171.350922, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:54:34,791 - INFO - [Train] step: 92799, loss_adv_disc: 4.192663, lr_disc: 0.000010
+2023-03-23 00:54:34,993 - INFO - [Train] step: 92799, loss_mpn: 0.023500, loss_rec: 0.044381, loss_semantic: 0.488135, loss_idmrf: 2.168966, loss_adv_gen: -222.392059, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:55:06,354 - INFO - [Train] step: 92899, loss_adv_disc: 0.195790, lr_disc: 0.000010
+2023-03-23 00:55:06,559 - INFO - [Train] step: 92899, loss_mpn: 0.043229, loss_rec: 0.121403, loss_semantic: 1.107510, loss_idmrf: 6.426384, loss_adv_gen: -240.832382, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:55:37,613 - INFO - [Train] step: 92999, loss_adv_disc: -4.515853, lr_disc: 0.000010
+2023-03-23 00:55:37,825 - INFO - [Train] step: 92999, loss_mpn: 0.018158, loss_rec: 0.066939, loss_semantic: 0.686109, loss_idmrf: 3.913991, loss_adv_gen: -221.631409, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:56:29,974 - INFO - [Eval] step: 92999, bce: 0.086268, psnr: 23.861366, ssim: 0.812510, lpips: 0.152258
+2023-03-23 00:57:04,626 - INFO - [Train] step: 93099, loss_adv_disc: 0.851524, lr_disc: 0.000010
+2023-03-23 00:57:04,836 - INFO - [Train] step: 93099, loss_mpn: 0.068488, loss_rec: 0.098895, loss_semantic: 0.980241, loss_idmrf: 4.810724, loss_adv_gen: -203.763931, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:57:36,464 - INFO - [Train] step: 93199, loss_adv_disc: 9.729815, lr_disc: 0.000010
+2023-03-23 00:57:36,672 - INFO - [Train] step: 93199, loss_mpn: 0.045622, loss_rec: 0.161871, loss_semantic: 1.162705, loss_idmrf: 8.569471, loss_adv_gen: -251.795090, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:58:07,893 - INFO - [Train] step: 93299, loss_adv_disc: -5.365468, lr_disc: 0.000010
+2023-03-23 00:58:08,101 - INFO - [Train] step: 93299, loss_mpn: 0.029859, loss_rec: 0.063262, loss_semantic: 0.673472, loss_idmrf: 4.946522, loss_adv_gen: -132.970795, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:58:39,231 - INFO - [Train] step: 93399, loss_adv_disc: 0.154002, lr_disc: 0.000010
+2023-03-23 00:58:39,436 - INFO - [Train] step: 93399, loss_mpn: 0.025644, loss_rec: 0.050596, loss_semantic: 0.635706, loss_idmrf: 5.749403, loss_adv_gen: -158.719421, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:59:10,506 - INFO - [Train] step: 93499, loss_adv_disc: -3.003137, lr_disc: 0.000010
+2023-03-23 00:59:10,722 - INFO - [Train] step: 93499, loss_mpn: 0.033057, loss_rec: 0.067177, loss_semantic: 0.834607, loss_idmrf: 3.344027, loss_adv_gen: -209.565186, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 00:59:42,147 - INFO - [Train] step: 93599, loss_adv_disc: -8.239263, lr_disc: 0.000010
+2023-03-23 00:59:42,352 - INFO - [Train] step: 93599, loss_mpn: 0.036215, loss_rec: 0.089766, loss_semantic: 0.857429, loss_idmrf: 6.201000, loss_adv_gen: -163.360352, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:00:13,792 - INFO - [Train] step: 93699, loss_adv_disc: -1.214619, lr_disc: 0.000010
+2023-03-23 01:00:14,001 - INFO - [Train] step: 93699, loss_mpn: 0.030360, loss_rec: 0.064764, loss_semantic: 0.778387, loss_idmrf: 4.575692, loss_adv_gen: -195.338623, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:00:45,641 - INFO - [Train] step: 93799, loss_adv_disc: 0.357428, lr_disc: 0.000010
+2023-03-23 01:00:45,847 - INFO - [Train] step: 93799, loss_mpn: 0.013276, loss_rec: 0.046550, loss_semantic: 0.527175, loss_idmrf: 1.886180, loss_adv_gen: -193.894806, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:01:16,819 - INFO - [Train] step: 93899, loss_adv_disc: 2.936883, lr_disc: 0.000010
+2023-03-23 01:01:17,022 - INFO - [Train] step: 93899, loss_mpn: 0.021161, loss_rec: 0.047492, loss_semantic: 0.551625, loss_idmrf: 2.330970, loss_adv_gen: -234.888855, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:01:48,464 - INFO - [Train] step: 93999, loss_adv_disc: 3.553608, lr_disc: 0.000010
+2023-03-23 01:01:48,672 - INFO - [Train] step: 93999, loss_mpn: 0.018743, loss_rec: 0.045875, loss_semantic: 0.588538, loss_idmrf: 1.985338, loss_adv_gen: -225.471130, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:02:40,988 - INFO - [Eval] step: 93999, bce: 0.088150, psnr: 23.905785, ssim: 0.808824, lpips: 0.150572
+2023-03-23 01:03:15,438 - INFO - [Train] step: 94099, loss_adv_disc: -0.273520, lr_disc: 0.000010
+2023-03-23 01:03:15,645 - INFO - [Train] step: 94099, loss_mpn: 0.024933, loss_rec: 0.045956, loss_semantic: 0.600277, loss_idmrf: 4.891347, loss_adv_gen: -191.572327, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:03:47,081 - INFO - [Train] step: 94199, loss_adv_disc: -2.876489, lr_disc: 0.000010
+2023-03-23 01:03:47,291 - INFO - [Train] step: 94199, loss_mpn: 0.038405, loss_rec: 0.067710, loss_semantic: 0.887514, loss_idmrf: 5.206687, loss_adv_gen: -154.953522, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:04:18,369 - INFO - [Train] step: 94299, loss_adv_disc: 1.471692, lr_disc: 0.000010
+2023-03-23 01:04:18,582 - INFO - [Train] step: 94299, loss_mpn: 0.027939, loss_rec: 0.021766, loss_semantic: 0.328855, loss_idmrf: 1.293544, loss_adv_gen: -199.362778, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:04:50,249 - INFO - [Train] step: 94399, loss_adv_disc: 3.014731, lr_disc: 0.000010
+2023-03-23 01:04:50,447 - INFO - [Train] step: 94399, loss_mpn: 0.013374, loss_rec: 0.042788, loss_semantic: 0.557040, loss_idmrf: 1.776423, loss_adv_gen: -202.429718, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:05:21,686 - INFO - [Train] step: 94499, loss_adv_disc: -0.337727, lr_disc: 0.000010
+2023-03-23 01:05:21,894 - INFO - [Train] step: 94499, loss_mpn: 0.011815, loss_rec: 0.038444, loss_semantic: 0.562871, loss_idmrf: 1.540395, loss_adv_gen: -189.535568, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:05:53,388 - INFO - [Train] step: 94599, loss_adv_disc: -11.932905, lr_disc: 0.000010
+2023-03-23 01:05:53,595 - INFO - [Train] step: 94599, loss_mpn: 0.025519, loss_rec: 0.093440, loss_semantic: 0.829105, loss_idmrf: 5.683315, loss_adv_gen: -217.981949, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:06:25,062 - INFO - [Train] step: 94699, loss_adv_disc: 0.498390, lr_disc: 0.000010
+2023-03-23 01:06:25,274 - INFO - [Train] step: 94699, loss_mpn: 0.045023, loss_rec: 0.046686, loss_semantic: 0.619618, loss_idmrf: 5.271879, loss_adv_gen: -169.183899, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:06:56,537 - INFO - [Train] step: 94799, loss_adv_disc: -6.148468, lr_disc: 0.000010
+2023-03-23 01:06:56,747 - INFO - [Train] step: 94799, loss_mpn: 0.033463, loss_rec: 0.121538, loss_semantic: 0.900881, loss_idmrf: 5.623299, loss_adv_gen: -223.255035, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:07:28,109 - INFO - [Train] step: 94899, loss_adv_disc: 6.245598, lr_disc: 0.000010
+2023-03-23 01:07:28,320 - INFO - [Train] step: 94899, loss_mpn: 0.064260, loss_rec: 0.058468, loss_semantic: 0.650436, loss_idmrf: 2.857605, loss_adv_gen: -203.070709, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:07:59,288 - INFO - [Train] step: 94999, loss_adv_disc: -8.775317, lr_disc: 0.000010
+2023-03-23 01:07:59,496 - INFO - [Train] step: 94999, loss_mpn: 0.080243, loss_rec: 0.142160, loss_semantic: 1.213117, loss_idmrf: 6.382653, loss_adv_gen: -227.072937, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:08:51,825 - INFO - [Eval] step: 94999, bce: 0.084881, psnr: 23.824574, ssim: 0.810742, lpips: 0.151512
+2023-03-23 01:09:26,336 - INFO - [Train] step: 95099, loss_adv_disc: -3.049136, lr_disc: 0.000010
+2023-03-23 01:09:26,544 - INFO - [Train] step: 95099, loss_mpn: 0.028124, loss_rec: 0.065366, loss_semantic: 0.812884, loss_idmrf: 4.956306, loss_adv_gen: -165.248047, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:09:58,365 - INFO - [Train] step: 95199, loss_adv_disc: -3.191102, lr_disc: 0.000010
+2023-03-23 01:09:58,569 - INFO - [Train] step: 95199, loss_mpn: 0.024845, loss_rec: 0.121493, loss_semantic: 1.010003, loss_idmrf: 4.393792, loss_adv_gen: -269.329102, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:10:29,192 - INFO - [Train] step: 95299, loss_adv_disc: 2.099420, lr_disc: 0.000010
+2023-03-23 01:10:29,399 - INFO - [Train] step: 95299, loss_mpn: 0.033051, loss_rec: 0.087466, loss_semantic: 0.835313, loss_idmrf: 4.822371, loss_adv_gen: -185.127716, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:11:00,854 - INFO - [Train] step: 95399, loss_adv_disc: -7.447331, lr_disc: 0.000010
+2023-03-23 01:11:01,066 - INFO - [Train] step: 95399, loss_mpn: 0.055169, loss_rec: 0.113239, loss_semantic: 1.107565, loss_idmrf: 5.369311, loss_adv_gen: -218.891541, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:11:32,782 - INFO - [Train] step: 95499, loss_adv_disc: -5.486915, lr_disc: 0.000010
+2023-03-23 01:11:32,989 - INFO - [Train] step: 95499, loss_mpn: 0.029364, loss_rec: 0.062892, loss_semantic: 0.749593, loss_idmrf: 6.420508, loss_adv_gen: -180.920715, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:12:03,680 - INFO - [Train] step: 95599, loss_adv_disc: -1.893529, lr_disc: 0.000010
+2023-03-23 01:12:03,886 - INFO - [Train] step: 95599, loss_mpn: 0.051312, loss_rec: 0.085990, loss_semantic: 0.952268, loss_idmrf: 4.695315, loss_adv_gen: -163.099274, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:12:34,936 - INFO - [Train] step: 95699, loss_adv_disc: -1.587380, lr_disc: 0.000010
+2023-03-23 01:12:35,150 - INFO - [Train] step: 95699, loss_mpn: 0.022591, loss_rec: 0.057948, loss_semantic: 0.584685, loss_idmrf: 5.213512, loss_adv_gen: -146.539261, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:13:05,934 - INFO - [Train] step: 95799, loss_adv_disc: 1.940470, lr_disc: 0.000010
+2023-03-23 01:13:06,145 - INFO - [Train] step: 95799, loss_mpn: 0.012952, loss_rec: 0.038480, loss_semantic: 0.394222, loss_idmrf: 1.178620, loss_adv_gen: -208.877136, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:13:37,450 - INFO - [Train] step: 95899, loss_adv_disc: 2.599502, lr_disc: 0.000010
+2023-03-23 01:13:37,656 - INFO - [Train] step: 95899, loss_mpn: 0.049208, loss_rec: 0.054943, loss_semantic: 0.662324, loss_idmrf: 4.010767, loss_adv_gen: -244.317566, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:14:09,434 - INFO - [Train] step: 95999, loss_adv_disc: -8.560669, lr_disc: 0.000010
+2023-03-23 01:14:09,645 - INFO - [Train] step: 95999, loss_mpn: 0.055187, loss_rec: 0.123375, loss_semantic: 1.213977, loss_idmrf: 7.675381, loss_adv_gen: -199.822968, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:15:02,286 - INFO - [Eval] step: 95999, bce: 0.082896, psnr: 23.966301, ssim: 0.808927, lpips: 0.150806
+2023-03-23 01:15:36,154 - INFO - [Train] step: 96099, loss_adv_disc: 2.069233, lr_disc: 0.000010
+2023-03-23 01:15:36,374 - INFO - [Train] step: 96099, loss_mpn: 0.030284, loss_rec: 0.048661, loss_semantic: 0.606077, loss_idmrf: 2.473647, loss_adv_gen: -223.157364, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:16:08,152 - INFO - [Train] step: 96199, loss_adv_disc: -0.747216, lr_disc: 0.000010
+2023-03-23 01:16:08,357 - INFO - [Train] step: 96199, loss_mpn: 0.015487, loss_rec: 0.062717, loss_semantic: 0.707689, loss_idmrf: 2.837732, loss_adv_gen: -234.232452, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:16:39,645 - INFO - [Train] step: 96299, loss_adv_disc: 0.007807, lr_disc: 0.000010
+2023-03-23 01:16:39,849 - INFO - [Train] step: 96299, loss_mpn: 0.024489, loss_rec: 0.066094, loss_semantic: 0.653438, loss_idmrf: 2.345314, loss_adv_gen: -221.382507, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:17:11,346 - INFO - [Train] step: 96399, loss_adv_disc: -1.819519, lr_disc: 0.000010
+2023-03-23 01:17:11,563 - INFO - [Train] step: 96399, loss_mpn: 0.017911, loss_rec: 0.065412, loss_semantic: 0.654380, loss_idmrf: 3.802439, loss_adv_gen: -203.448975, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:17:43,597 - INFO - [Train] step: 96499, loss_adv_disc: -0.307905, lr_disc: 0.000010
+2023-03-23 01:17:43,802 - INFO - [Train] step: 96499, loss_mpn: 0.028488, loss_rec: 0.056293, loss_semantic: 0.752854, loss_idmrf: 2.823983, loss_adv_gen: -238.981018, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:18:15,137 - INFO - [Train] step: 96599, loss_adv_disc: -1.242820, lr_disc: 0.000010
+2023-03-23 01:18:15,341 - INFO - [Train] step: 96599, loss_mpn: 0.027694, loss_rec: 0.163823, loss_semantic: 1.205684, loss_idmrf: 4.986908, loss_adv_gen: -227.785370, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:18:46,519 - INFO - [Train] step: 96699, loss_adv_disc: 1.726941, lr_disc: 0.000010
+2023-03-23 01:18:46,727 - INFO - [Train] step: 96699, loss_mpn: 0.116128, loss_rec: 0.096499, loss_semantic: 0.839268, loss_idmrf: 5.821130, loss_adv_gen: -183.026398, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:19:17,810 - INFO - [Train] step: 96799, loss_adv_disc: 1.659227, lr_disc: 0.000010
+2023-03-23 01:19:18,013 - INFO - [Train] step: 96799, loss_mpn: 0.010204, loss_rec: 0.020529, loss_semantic: 0.273790, loss_idmrf: 2.111630, loss_adv_gen: -116.680832, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:19:49,814 - INFO - [Train] step: 96899, loss_adv_disc: -1.236232, lr_disc: 0.000010
+2023-03-23 01:19:50,022 - INFO - [Train] step: 96899, loss_mpn: 0.019919, loss_rec: 0.109960, loss_semantic: 0.810350, loss_idmrf: 4.427282, loss_adv_gen: -205.434204, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:20:20,948 - INFO - [Train] step: 96999, loss_adv_disc: -4.282910, lr_disc: 0.000010
+2023-03-23 01:20:21,150 - INFO - [Train] step: 96999, loss_mpn: 0.031497, loss_rec: 0.117574, loss_semantic: 0.941078, loss_idmrf: 4.667751, loss_adv_gen: -235.299011, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:21:14,079 - INFO - [Eval] step: 96999, bce: 0.083650, psnr: 23.747967, ssim: 0.808024, lpips: 0.150521
+2023-03-23 01:21:47,919 - INFO - [Train] step: 97099, loss_adv_disc: 2.049817, lr_disc: 0.000010
+2023-03-23 01:21:48,123 - INFO - [Train] step: 97099, loss_mpn: 0.032374, loss_rec: 0.057119, loss_semantic: 0.659914, loss_idmrf: 4.976849, loss_adv_gen: -198.553955, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:22:19,712 - INFO - [Train] step: 97199, loss_adv_disc: 0.651010, lr_disc: 0.000010
+2023-03-23 01:22:19,919 - INFO - [Train] step: 97199, loss_mpn: 0.017893, loss_rec: 0.041538, loss_semantic: 0.551476, loss_idmrf: 1.742407, loss_adv_gen: -232.893066, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:22:50,549 - INFO - [Train] step: 97299, loss_adv_disc: 3.669366, lr_disc: 0.000010
+2023-03-23 01:22:50,753 - INFO - [Train] step: 97299, loss_mpn: 0.017482, loss_rec: 0.040050, loss_semantic: 0.584390, loss_idmrf: 2.616101, loss_adv_gen: -230.648132, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:23:22,052 - INFO - [Train] step: 97399, loss_adv_disc: -8.886957, lr_disc: 0.000010
+2023-03-23 01:23:22,257 - INFO - [Train] step: 97399, loss_mpn: 0.032717, loss_rec: 0.104846, loss_semantic: 0.748343, loss_idmrf: 4.258296, loss_adv_gen: -220.337662, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:23:54,120 - INFO - [Train] step: 97499, loss_adv_disc: -6.134958, lr_disc: 0.000010
+2023-03-23 01:23:54,335 - INFO - [Train] step: 97499, loss_mpn: 0.058469, loss_rec: 0.086668, loss_semantic: 0.921979, loss_idmrf: 4.906224, loss_adv_gen: -214.979263, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:24:25,070 - INFO - [Train] step: 97599, loss_adv_disc: 1.814605, lr_disc: 0.000010
+2023-03-23 01:24:25,289 - INFO - [Train] step: 97599, loss_mpn: 0.018521, loss_rec: 0.084383, loss_semantic: 0.851493, loss_idmrf: 3.251185, loss_adv_gen: -175.403198, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:24:56,544 - INFO - [Train] step: 97699, loss_adv_disc: 1.028779, lr_disc: 0.000010
+2023-03-23 01:24:56,751 - INFO - [Train] step: 97699, loss_mpn: 0.022392, loss_rec: 0.030026, loss_semantic: 0.450651, loss_idmrf: 1.223496, loss_adv_gen: -205.198883, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:25:28,074 - INFO - [Train] step: 97799, loss_adv_disc: 1.642755, lr_disc: 0.000010
+2023-03-23 01:25:28,282 - INFO - [Train] step: 97799, loss_mpn: 0.045231, loss_rec: 0.078583, loss_semantic: 0.853785, loss_idmrf: 4.915756, loss_adv_gen: -229.083710, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:25:59,305 - INFO - [Train] step: 97899, loss_adv_disc: -7.943618, lr_disc: 0.000010
+2023-03-23 01:25:59,516 - INFO - [Train] step: 97899, loss_mpn: 0.020308, loss_rec: 0.087788, loss_semantic: 0.862357, loss_idmrf: 6.434795, loss_adv_gen: -158.844391, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:26:31,022 - INFO - [Train] step: 97999, loss_adv_disc: -0.038179, lr_disc: 0.000010
+2023-03-23 01:26:31,244 - INFO - [Train] step: 97999, loss_mpn: 0.038573, loss_rec: 0.068463, loss_semantic: 0.773522, loss_idmrf: 4.504157, loss_adv_gen: -204.827988, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:27:24,850 - INFO - [Eval] step: 97999, bce: 0.087783, psnr: 23.882442, ssim: 0.809117, lpips: 0.150369
+2023-03-23 01:27:59,415 - INFO - [Train] step: 98099, loss_adv_disc: -0.249558, lr_disc: 0.000010
+2023-03-23 01:27:59,622 - INFO - [Train] step: 98099, loss_mpn: 0.015695, loss_rec: 0.035645, loss_semantic: 0.499886, loss_idmrf: 3.350706, loss_adv_gen: -179.512314, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:28:31,176 - INFO - [Train] step: 98199, loss_adv_disc: -6.997673, lr_disc: 0.000010
+2023-03-23 01:28:31,385 - INFO - [Train] step: 98199, loss_mpn: 0.048355, loss_rec: 0.102419, loss_semantic: 0.828556, loss_idmrf: 4.769636, loss_adv_gen: -226.882645, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:29:02,525 - INFO - [Train] step: 98299, loss_adv_disc: -10.555947, lr_disc: 0.000010
+2023-03-23 01:29:02,736 - INFO - [Train] step: 98299, loss_mpn: 0.012366, loss_rec: 0.066689, loss_semantic: 0.844337, loss_idmrf: 3.602775, loss_adv_gen: -163.860992, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:29:34,025 - INFO - [Train] step: 98399, loss_adv_disc: -1.340564, lr_disc: 0.000010
+2023-03-23 01:29:34,241 - INFO - [Train] step: 98399, loss_mpn: 0.022803, loss_rec: 0.057502, loss_semantic: 0.698923, loss_idmrf: 4.333587, loss_adv_gen: -220.080841, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:30:05,534 - INFO - [Train] step: 98499, loss_adv_disc: -1.437503, lr_disc: 0.000010
+2023-03-23 01:30:05,743 - INFO - [Train] step: 98499, loss_mpn: 0.019192, loss_rec: 0.068110, loss_semantic: 0.755461, loss_idmrf: 2.530395, loss_adv_gen: -209.059692, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:30:37,171 - INFO - [Train] step: 98599, loss_adv_disc: 4.336086, lr_disc: 0.000010
+2023-03-23 01:30:37,379 - INFO - [Train] step: 98599, loss_mpn: 0.057424, loss_rec: 0.092607, loss_semantic: 0.744182, loss_idmrf: 4.031466, loss_adv_gen: -209.256607, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:31:08,884 - INFO - [Train] step: 98699, loss_adv_disc: 0.737493, lr_disc: 0.000010
+2023-03-23 01:31:09,093 - INFO - [Train] step: 98699, loss_mpn: 0.022327, loss_rec: 0.042938, loss_semantic: 0.529294, loss_idmrf: 2.679410, loss_adv_gen: -231.237259, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:31:39,794 - INFO - [Train] step: 98799, loss_adv_disc: 1.099672, lr_disc: 0.000010
+2023-03-23 01:31:39,998 - INFO - [Train] step: 98799, loss_mpn: 0.037510, loss_rec: 0.061179, loss_semantic: 0.659203, loss_idmrf: 3.192818, loss_adv_gen: -223.730362, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:32:11,047 - INFO - [Train] step: 98899, loss_adv_disc: 0.966728, lr_disc: 0.000010
+2023-03-23 01:32:11,250 - INFO - [Train] step: 98899, loss_mpn: 0.057083, loss_rec: 0.072162, loss_semantic: 0.823010, loss_idmrf: 4.698900, loss_adv_gen: -219.552902, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:32:42,012 - INFO - [Train] step: 98999, loss_adv_disc: -0.996519, lr_disc: 0.000010
+2023-03-23 01:32:42,217 - INFO - [Train] step: 98999, loss_mpn: 0.028310, loss_rec: 0.070305, loss_semantic: 0.810871, loss_idmrf: 3.889359, loss_adv_gen: -219.797119, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:33:34,535 - INFO - [Eval] step: 98999, bce: 0.086271, psnr: 23.716396, ssim: 0.805835, lpips: 0.151663
+2023-03-23 01:34:08,592 - INFO - [Train] step: 99099, loss_adv_disc: -8.848799, lr_disc: 0.000010
+2023-03-23 01:34:08,800 - INFO - [Train] step: 99099, loss_mpn: 0.016912, loss_rec: 0.110217, loss_semantic: 0.932460, loss_idmrf: 4.895380, loss_adv_gen: -218.250748, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:34:40,828 - INFO - [Train] step: 99199, loss_adv_disc: -2.683438, lr_disc: 0.000010
+2023-03-23 01:34:41,037 - INFO - [Train] step: 99199, loss_mpn: 0.022338, loss_rec: 0.075618, loss_semantic: 0.763381, loss_idmrf: 2.256419, loss_adv_gen: -258.751709, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:35:12,506 - INFO - [Train] step: 99299, loss_adv_disc: -13.234755, lr_disc: 0.000010
+2023-03-23 01:35:12,717 - INFO - [Train] step: 99299, loss_mpn: 0.023724, loss_rec: 0.076691, loss_semantic: 0.999604, loss_idmrf: 5.311585, loss_adv_gen: -169.631561, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:35:44,347 - INFO - [Train] step: 99399, loss_adv_disc: 1.445123, lr_disc: 0.000010
+2023-03-23 01:35:44,557 - INFO - [Train] step: 99399, loss_mpn: 0.030505, loss_rec: 0.046073, loss_semantic: 0.611428, loss_idmrf: 2.760869, loss_adv_gen: -224.769409, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:36:15,453 - INFO - [Train] step: 99499, loss_adv_disc: -5.566525, lr_disc: 0.000010
+2023-03-23 01:36:15,656 - INFO - [Train] step: 99499, loss_mpn: 0.041036, loss_rec: 0.071146, loss_semantic: 0.898444, loss_idmrf: 5.414681, loss_adv_gen: -175.958664, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:36:46,947 - INFO - [Train] step: 99599, loss_adv_disc: -6.289104, lr_disc: 0.000010
+2023-03-23 01:36:47,155 - INFO - [Train] step: 99599, loss_mpn: 0.028514, loss_rec: 0.065709, loss_semantic: 0.750369, loss_idmrf: 5.319990, loss_adv_gen: -170.740356, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:37:18,335 - INFO - [Train] step: 99699, loss_adv_disc: 12.253159, lr_disc: 0.000010
+2023-03-23 01:37:18,539 - INFO - [Train] step: 99699, loss_mpn: 0.103150, loss_rec: 0.109083, loss_semantic: 0.902765, loss_idmrf: 4.989292, loss_adv_gen: -202.510376, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:37:49,529 - INFO - [Train] step: 99799, loss_adv_disc: -6.446984, lr_disc: 0.000010
+2023-03-23 01:37:49,738 - INFO - [Train] step: 99799, loss_mpn: 0.033224, loss_rec: 0.093689, loss_semantic: 0.963320, loss_idmrf: 5.585063, loss_adv_gen: -187.230103, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:38:20,698 - INFO - [Train] step: 99899, loss_adv_disc: -5.491855, lr_disc: 0.000010
+2023-03-23 01:38:20,907 - INFO - [Train] step: 99899, loss_mpn: 0.030194, loss_rec: 0.085540, loss_semantic: 0.774072, loss_idmrf: 3.472062, loss_adv_gen: -261.503357, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:38:52,265 - INFO - [Train] step: 99999, loss_adv_disc: 11.178500, lr_disc: 0.000010
+2023-03-23 01:38:52,472 - INFO - [Train] step: 99999, loss_mpn: 0.071796, loss_rec: 0.139281, loss_semantic: 1.027131, loss_idmrf: 6.802870, loss_adv_gen: -213.080704, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:39:44,607 - INFO - [Eval] step: 99999, bce: 0.084081, psnr: 23.800831, ssim: 0.809232, lpips: 0.151763
+2023-03-23 01:40:18,414 - INFO - [Train] step: 100099, loss_adv_disc: -2.391047, lr_disc: 0.000010
+2023-03-23 01:40:18,635 - INFO - [Train] step: 100099, loss_mpn: 0.015209, loss_rec: 0.044347, loss_semantic: 0.664966, loss_idmrf: 4.172346, loss_adv_gen: -164.565704, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:40:50,400 - INFO - [Train] step: 100199, loss_adv_disc: -0.904859, lr_disc: 0.000010
+2023-03-23 01:40:50,613 - INFO - [Train] step: 100199, loss_mpn: 0.023166, loss_rec: 0.064890, loss_semantic: 0.612099, loss_idmrf: 5.548564, loss_adv_gen: -176.667160, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:41:22,323 - INFO - [Train] step: 100299, loss_adv_disc: -2.051462, lr_disc: 0.000010
+2023-03-23 01:41:22,532 - INFO - [Train] step: 100299, loss_mpn: 0.033520, loss_rec: 0.085408, loss_semantic: 0.922848, loss_idmrf: 5.251046, loss_adv_gen: -197.394485, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:41:53,801 - INFO - [Train] step: 100399, loss_adv_disc: -5.316035, lr_disc: 0.000010
+2023-03-23 01:41:54,007 - INFO - [Train] step: 100399, loss_mpn: 0.031878, loss_rec: 0.120843, loss_semantic: 0.967431, loss_idmrf: 4.931703, loss_adv_gen: -225.958511, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:42:25,726 - INFO - [Train] step: 100499, loss_adv_disc: 5.786852, lr_disc: 0.000010
+2023-03-23 01:42:25,932 - INFO - [Train] step: 100499, loss_mpn: 0.014115, loss_rec: 0.063374, loss_semantic: 0.815757, loss_idmrf: 2.246538, loss_adv_gen: -275.218384, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:42:57,326 - INFO - [Train] step: 100599, loss_adv_disc: -0.357478, lr_disc: 0.000010
+2023-03-23 01:42:57,531 - INFO - [Train] step: 100599, loss_mpn: 0.047282, loss_rec: 0.074614, loss_semantic: 0.732463, loss_idmrf: 3.072876, loss_adv_gen: -218.201996, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:43:28,124 - INFO - [Train] step: 100699, loss_adv_disc: 9.362190, lr_disc: 0.000010
+2023-03-23 01:43:28,328 - INFO - [Train] step: 100699, loss_mpn: 0.088660, loss_rec: 0.126877, loss_semantic: 1.030743, loss_idmrf: 5.762460, loss_adv_gen: -212.450470, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:43:58,532 - INFO - [Train] step: 100799, loss_adv_disc: 5.299128, lr_disc: 0.000010
+2023-03-23 01:43:58,735 - INFO - [Train] step: 100799, loss_mpn: 0.032107, loss_rec: 0.058343, loss_semantic: 0.702867, loss_idmrf: 4.481580, loss_adv_gen: -170.242706, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:44:30,797 - INFO - [Train] step: 100899, loss_adv_disc: -2.617812, lr_disc: 0.000010
+2023-03-23 01:44:30,998 - INFO - [Train] step: 100899, loss_mpn: 0.023117, loss_rec: 0.041581, loss_semantic: 0.505393, loss_idmrf: 4.847278, loss_adv_gen: -174.071381, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:45:01,092 - INFO - [Train] step: 100999, loss_adv_disc: -1.723169, lr_disc: 0.000010
+2023-03-23 01:45:01,293 - INFO - [Train] step: 100999, loss_mpn: 0.063465, loss_rec: 0.079414, loss_semantic: 0.839156, loss_idmrf: 6.378291, loss_adv_gen: -209.937332, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:45:53,542 - INFO - [Eval] step: 100999, bce: 0.085312, psnr: 23.934940, ssim: 0.811999, lpips: 0.150783
+2023-03-23 01:46:27,512 - INFO - [Train] step: 101099, loss_adv_disc: 0.899753, lr_disc: 0.000010
+2023-03-23 01:46:27,719 - INFO - [Train] step: 101099, loss_mpn: 0.026509, loss_rec: 0.058336, loss_semantic: 0.722868, loss_idmrf: 1.920437, loss_adv_gen: -233.648041, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:46:59,319 - INFO - [Train] step: 101199, loss_adv_disc: -7.865478, lr_disc: 0.000010
+2023-03-23 01:46:59,523 - INFO - [Train] step: 101199, loss_mpn: 0.041979, loss_rec: 0.112431, loss_semantic: 1.093467, loss_idmrf: 8.611203, loss_adv_gen: -201.064301, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:47:30,849 - INFO - [Train] step: 101299, loss_adv_disc: 6.142873, lr_disc: 0.000010
+2023-03-23 01:47:31,054 - INFO - [Train] step: 101299, loss_mpn: 0.031395, loss_rec: 0.053389, loss_semantic: 0.831628, loss_idmrf: 2.685534, loss_adv_gen: -236.720673, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:48:01,640 - INFO - [Train] step: 101399, loss_adv_disc: -3.546848, lr_disc: 0.000010
+2023-03-23 01:48:01,847 - INFO - [Train] step: 101399, loss_mpn: 0.024399, loss_rec: 0.112729, loss_semantic: 1.149374, loss_idmrf: 6.526020, loss_adv_gen: -206.628647, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:48:32,839 - INFO - [Train] step: 101499, loss_adv_disc: 0.379031, lr_disc: 0.000010
+2023-03-23 01:48:33,046 - INFO - [Train] step: 101499, loss_mpn: 0.020606, loss_rec: 0.040260, loss_semantic: 0.474854, loss_idmrf: 2.029122, loss_adv_gen: -224.699524, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:49:03,693 - INFO - [Train] step: 101599, loss_adv_disc: -13.153078, lr_disc: 0.000010
+2023-03-23 01:49:03,900 - INFO - [Train] step: 101599, loss_mpn: 0.038253, loss_rec: 0.156822, loss_semantic: 1.141749, loss_idmrf: 6.031911, loss_adv_gen: -184.388107, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:49:34,536 - INFO - [Train] step: 101699, loss_adv_disc: 0.448052, lr_disc: 0.000010
+2023-03-23 01:49:34,742 - INFO - [Train] step: 101699, loss_mpn: 0.024580, loss_rec: 0.103212, loss_semantic: 0.812879, loss_idmrf: 5.240548, loss_adv_gen: -187.777802, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:50:05,691 - INFO - [Train] step: 101799, loss_adv_disc: 3.916335, lr_disc: 0.000010
+2023-03-23 01:50:05,903 - INFO - [Train] step: 101799, loss_mpn: 0.030813, loss_rec: 0.032278, loss_semantic: 0.406327, loss_idmrf: 0.962462, loss_adv_gen: -208.576965, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:50:37,510 - INFO - [Train] step: 101899, loss_adv_disc: -0.318711, lr_disc: 0.000010
+2023-03-23 01:50:37,712 - INFO - [Train] step: 101899, loss_mpn: 0.032802, loss_rec: 0.034204, loss_semantic: 0.500837, loss_idmrf: 4.086823, loss_adv_gen: -152.629440, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:51:09,001 - INFO - [Train] step: 101999, loss_adv_disc: -7.164096, lr_disc: 0.000010
+2023-03-23 01:51:09,204 - INFO - [Train] step: 101999, loss_mpn: 0.014298, loss_rec: 0.084388, loss_semantic: 1.006673, loss_idmrf: 4.496365, loss_adv_gen: -208.021469, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:52:01,349 - INFO - [Eval] step: 101999, bce: 0.082979, psnr: 23.741514, ssim: 0.807144, lpips: 0.151560
+2023-03-23 01:52:34,570 - INFO - [Train] step: 102099, loss_adv_disc: 1.098430, lr_disc: 0.000010
+2023-03-23 01:52:34,780 - INFO - [Train] step: 102099, loss_mpn: 0.052568, loss_rec: 0.050804, loss_semantic: 0.702781, loss_idmrf: 4.402938, loss_adv_gen: -150.598557, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:53:06,348 - INFO - [Train] step: 102199, loss_adv_disc: 2.916111, lr_disc: 0.000010
+2023-03-23 01:53:06,551 - INFO - [Train] step: 102199, loss_mpn: 0.014416, loss_rec: 0.039472, loss_semantic: 0.481594, loss_idmrf: 0.954342, loss_adv_gen: -205.805511, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:53:38,167 - INFO - [Train] step: 102299, loss_adv_disc: -2.808067, lr_disc: 0.000010
+2023-03-23 01:53:38,376 - INFO - [Train] step: 102299, loss_mpn: 0.046118, loss_rec: 0.092945, loss_semantic: 0.917002, loss_idmrf: 6.126087, loss_adv_gen: -200.110992, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:54:09,323 - INFO - [Train] step: 102399, loss_adv_disc: -1.014714, lr_disc: 0.000010
+2023-03-23 01:54:09,530 - INFO - [Train] step: 102399, loss_mpn: 0.064106, loss_rec: 0.082399, loss_semantic: 0.862164, loss_idmrf: 4.358564, loss_adv_gen: -227.863190, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:54:40,608 - INFO - [Train] step: 102499, loss_adv_disc: -2.043394, lr_disc: 0.000010
+2023-03-23 01:54:40,811 - INFO - [Train] step: 102499, loss_mpn: 0.039769, loss_rec: 0.059597, loss_semantic: 0.605814, loss_idmrf: 4.334649, loss_adv_gen: -186.008606, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:55:12,097 - INFO - [Train] step: 102599, loss_adv_disc: 0.764727, lr_disc: 0.000010
+2023-03-23 01:55:12,309 - INFO - [Train] step: 102599, loss_mpn: 0.024687, loss_rec: 0.128416, loss_semantic: 0.979786, loss_idmrf: 6.221701, loss_adv_gen: -207.018646, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:55:43,195 - INFO - [Train] step: 102699, loss_adv_disc: -4.343379, lr_disc: 0.000010
+2023-03-23 01:55:43,397 - INFO - [Train] step: 102699, loss_mpn: 0.019401, loss_rec: 0.094511, loss_semantic: 0.859522, loss_idmrf: 3.944503, loss_adv_gen: -181.021225, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:56:14,025 - INFO - [Train] step: 102799, loss_adv_disc: -0.660151, lr_disc: 0.000010
+2023-03-23 01:56:14,231 - INFO - [Train] step: 102799, loss_mpn: 0.038877, loss_rec: 0.049357, loss_semantic: 0.559562, loss_idmrf: 3.137847, loss_adv_gen: -218.275726, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:56:44,830 - INFO - [Train] step: 102899, loss_adv_disc: 2.908850, lr_disc: 0.000010
+2023-03-23 01:56:45,036 - INFO - [Train] step: 102899, loss_mpn: 0.020160, loss_rec: 0.040078, loss_semantic: 0.587463, loss_idmrf: 1.807871, loss_adv_gen: -217.397461, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:57:15,947 - INFO - [Train] step: 102999, loss_adv_disc: 7.503373, lr_disc: 0.000010
+2023-03-23 01:57:16,148 - INFO - [Train] step: 102999, loss_mpn: 0.035222, loss_rec: 0.042869, loss_semantic: 0.454782, loss_idmrf: 1.951298, loss_adv_gen: -220.369186, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:58:09,343 - INFO - [Eval] step: 102999, bce: 0.082292, psnr: 23.980816, ssim: 0.809606, lpips: 0.150695
+2023-03-23 01:58:43,442 - INFO - [Train] step: 103099, loss_adv_disc: -2.793612, lr_disc: 0.000010
+2023-03-23 01:58:43,652 - INFO - [Train] step: 103099, loss_mpn: 0.027164, loss_rec: 0.070112, loss_semantic: 0.833066, loss_idmrf: 4.439696, loss_adv_gen: -199.978378, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:59:14,668 - INFO - [Train] step: 103199, loss_adv_disc: 0.896869, lr_disc: 0.000010
+2023-03-23 01:59:14,882 - INFO - [Train] step: 103199, loss_mpn: 0.029321, loss_rec: 0.091317, loss_semantic: 0.865936, loss_idmrf: 5.286881, loss_adv_gen: -206.619217, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 01:59:46,524 - INFO - [Train] step: 103299, loss_adv_disc: 0.080385, lr_disc: 0.000010
+2023-03-23 01:59:46,733 - INFO - [Train] step: 103299, loss_mpn: 0.027774, loss_rec: 0.046437, loss_semantic: 0.594204, loss_idmrf: 3.493337, loss_adv_gen: -184.185257, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:00:18,442 - INFO - [Train] step: 103399, loss_adv_disc: -0.194156, lr_disc: 0.000010
+2023-03-23 02:00:18,646 - INFO - [Train] step: 103399, loss_mpn: 0.032635, loss_rec: 0.071350, loss_semantic: 0.654441, loss_idmrf: 3.510104, loss_adv_gen: -207.064941, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:00:49,511 - INFO - [Train] step: 103499, loss_adv_disc: 1.550455, lr_disc: 0.000010
+2023-03-23 02:00:49,714 - INFO - [Train] step: 103499, loss_mpn: 0.037369, loss_rec: 0.092200, loss_semantic: 0.942392, loss_idmrf: 3.716337, loss_adv_gen: -214.612915, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:01:20,606 - INFO - [Train] step: 103599, loss_adv_disc: -10.107954, lr_disc: 0.000010
+2023-03-23 02:01:20,811 - INFO - [Train] step: 103599, loss_mpn: 0.047959, loss_rec: 0.137422, loss_semantic: 0.939458, loss_idmrf: 4.692297, loss_adv_gen: -229.112961, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:01:52,242 - INFO - [Train] step: 103699, loss_adv_disc: -2.158573, lr_disc: 0.000010
+2023-03-23 02:01:52,462 - INFO - [Train] step: 103699, loss_mpn: 0.024402, loss_rec: 0.092228, loss_semantic: 0.950622, loss_idmrf: 7.885400, loss_adv_gen: -240.404358, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:02:23,238 - INFO - [Train] step: 103799, loss_adv_disc: 2.129066, lr_disc: 0.000010
+2023-03-23 02:02:23,446 - INFO - [Train] step: 103799, loss_mpn: 0.024657, loss_rec: 0.036835, loss_semantic: 0.525508, loss_idmrf: 2.500015, loss_adv_gen: -192.954010, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:02:54,245 - INFO - [Train] step: 103899, loss_adv_disc: 0.817661, lr_disc: 0.000010
+2023-03-23 02:02:54,454 - INFO - [Train] step: 103899, loss_mpn: 0.034836, loss_rec: 0.063899, loss_semantic: 0.860537, loss_idmrf: 2.908635, loss_adv_gen: -240.317947, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:03:25,362 - INFO - [Train] step: 103999, loss_adv_disc: -5.448359, lr_disc: 0.000010
+2023-03-23 02:03:25,570 - INFO - [Train] step: 103999, loss_mpn: 0.019505, loss_rec: 0.074460, loss_semantic: 0.851956, loss_idmrf: 6.757317, loss_adv_gen: -165.303268, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:04:18,902 - INFO - [Eval] step: 103999, bce: 0.084651, psnr: 23.838875, ssim: 0.811201, lpips: 0.149992
+2023-03-23 02:04:52,718 - INFO - [Train] step: 104099, loss_adv_disc: -3.758787, lr_disc: 0.000010
+2023-03-23 02:04:52,921 - INFO - [Train] step: 104099, loss_mpn: 0.014295, loss_rec: 0.028909, loss_semantic: 0.466994, loss_idmrf: 3.320568, loss_adv_gen: -148.376175, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:05:24,225 - INFO - [Train] step: 104199, loss_adv_disc: -8.178225, lr_disc: 0.000010
+2023-03-23 02:05:24,433 - INFO - [Train] step: 104199, loss_mpn: 0.018000, loss_rec: 0.072982, loss_semantic: 0.745445, loss_idmrf: 6.628697, loss_adv_gen: -136.369202, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:05:55,918 - INFO - [Train] step: 104299, loss_adv_disc: 3.690924, lr_disc: 0.000010
+2023-03-23 02:05:56,123 - INFO - [Train] step: 104299, loss_mpn: 0.021199, loss_rec: 0.076451, loss_semantic: 0.741225, loss_idmrf: 1.856602, loss_adv_gen: -265.291870, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:06:27,187 - INFO - [Train] step: 104399, loss_adv_disc: -5.704278, lr_disc: 0.000010
+2023-03-23 02:06:27,390 - INFO - [Train] step: 104399, loss_mpn: 0.034412, loss_rec: 0.085166, loss_semantic: 0.870749, loss_idmrf: 5.948272, loss_adv_gen: -191.217712, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:06:58,407 - INFO - [Train] step: 104499, loss_adv_disc: -4.658589, lr_disc: 0.000010
+2023-03-23 02:06:58,611 - INFO - [Train] step: 104499, loss_mpn: 0.020836, loss_rec: 0.054975, loss_semantic: 0.661801, loss_idmrf: 4.687870, loss_adv_gen: -132.150787, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:07:29,476 - INFO - [Train] step: 104599, loss_adv_disc: -1.651558, lr_disc: 0.000010
+2023-03-23 02:07:29,682 - INFO - [Train] step: 104599, loss_mpn: 0.035339, loss_rec: 0.077957, loss_semantic: 0.755987, loss_idmrf: 6.143263, loss_adv_gen: -210.727646, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:08:00,606 - INFO - [Train] step: 104699, loss_adv_disc: 0.544094, lr_disc: 0.000010
+2023-03-23 02:08:00,817 - INFO - [Train] step: 104699, loss_mpn: 0.031138, loss_rec: 0.061355, loss_semantic: 0.678463, loss_idmrf: 3.599921, loss_adv_gen: -216.623062, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:08:31,649 - INFO - [Train] step: 104799, loss_adv_disc: -3.166552, lr_disc: 0.000010
+2023-03-23 02:08:31,853 - INFO - [Train] step: 104799, loss_mpn: 0.025815, loss_rec: 0.128630, loss_semantic: 1.051107, loss_idmrf: 3.284795, loss_adv_gen: -270.133972, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:09:03,057 - INFO - [Train] step: 104899, loss_adv_disc: -6.857491, lr_disc: 0.000010
+2023-03-23 02:09:03,261 - INFO - [Train] step: 104899, loss_mpn: 0.024199, loss_rec: 0.082963, loss_semantic: 0.893006, loss_idmrf: 4.647442, loss_adv_gen: -183.966370, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:09:34,530 - INFO - [Train] step: 104999, loss_adv_disc: -6.680640, lr_disc: 0.000010
+2023-03-23 02:09:34,737 - INFO - [Train] step: 104999, loss_mpn: 0.041304, loss_rec: 0.103089, loss_semantic: 1.124653, loss_idmrf: 4.906017, loss_adv_gen: -211.699600, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:10:27,073 - INFO - [Eval] step: 104999, bce: 0.083784, psnr: 23.910782, ssim: 0.811275, lpips: 0.149582
+2023-03-23 02:11:01,640 - INFO - [Train] step: 105099, loss_adv_disc: -27.750179, lr_disc: 0.000010
+2023-03-23 02:11:01,843 - INFO - [Train] step: 105099, loss_mpn: 0.032456, loss_rec: 0.122478, loss_semantic: 1.203708, loss_idmrf: 5.340766, loss_adv_gen: -181.235184, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:11:32,273 - INFO - [Train] step: 105199, loss_adv_disc: -1.122923, lr_disc: 0.000010
+2023-03-23 02:11:32,479 - INFO - [Train] step: 105199, loss_mpn: 0.027729, loss_rec: 0.057531, loss_semantic: 0.643628, loss_idmrf: 3.762468, loss_adv_gen: -173.489838, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:12:04,331 - INFO - [Train] step: 105299, loss_adv_disc: -8.196354, lr_disc: 0.000010
+2023-03-23 02:12:04,539 - INFO - [Train] step: 105299, loss_mpn: 0.029607, loss_rec: 0.095920, loss_semantic: 1.080018, loss_idmrf: 5.158940, loss_adv_gen: -214.196747, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:12:36,378 - INFO - [Train] step: 105399, loss_adv_disc: -0.313707, lr_disc: 0.000010
+2023-03-23 02:12:36,591 - INFO - [Train] step: 105399, loss_mpn: 0.046118, loss_rec: 0.067637, loss_semantic: 0.691117, loss_idmrf: 5.914920, loss_adv_gen: -224.389343, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:13:07,505 - INFO - [Train] step: 105499, loss_adv_disc: 0.011963, lr_disc: 0.000010
+2023-03-23 02:13:07,711 - INFO - [Train] step: 105499, loss_mpn: 0.027464, loss_rec: 0.036523, loss_semantic: 0.443540, loss_idmrf: 2.307631, loss_adv_gen: -205.371429, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:13:39,366 - INFO - [Train] step: 105599, loss_adv_disc: 0.081460, lr_disc: 0.000010
+2023-03-23 02:13:39,581 - INFO - [Train] step: 105599, loss_mpn: 0.008080, loss_rec: 0.029152, loss_semantic: 0.411615, loss_idmrf: 1.623801, loss_adv_gen: -200.384308, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:14:10,538 - INFO - [Train] step: 105699, loss_adv_disc: -5.009854, lr_disc: 0.000010
+2023-03-23 02:14:10,749 - INFO - [Train] step: 105699, loss_mpn: 0.016931, loss_rec: 0.085361, loss_semantic: 0.820520, loss_idmrf: 3.434263, loss_adv_gen: -229.187103, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:14:42,057 - INFO - [Train] step: 105799, loss_adv_disc: -1.833144, lr_disc: 0.000010
+2023-03-23 02:14:42,261 - INFO - [Train] step: 105799, loss_mpn: 0.024246, loss_rec: 0.090525, loss_semantic: 0.982087, loss_idmrf: 5.469105, loss_adv_gen: -234.773941, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:15:13,383 - INFO - [Train] step: 105899, loss_adv_disc: -4.764217, lr_disc: 0.000010
+2023-03-23 02:15:13,588 - INFO - [Train] step: 105899, loss_mpn: 0.047152, loss_rec: 0.125265, loss_semantic: 1.168444, loss_idmrf: 5.361502, loss_adv_gen: -227.241058, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:15:44,579 - INFO - [Train] step: 105999, loss_adv_disc: -0.886870, lr_disc: 0.000010
+2023-03-23 02:15:44,782 - INFO - [Train] step: 105999, loss_mpn: 0.015950, loss_rec: 0.056968, loss_semantic: 0.633500, loss_idmrf: 2.199255, loss_adv_gen: -223.279816, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:16:38,561 - INFO - [Eval] step: 105999, bce: 0.084479, psnr: 23.901678, ssim: 0.811904, lpips: 0.149800
+2023-03-23 02:17:11,969 - INFO - [Train] step: 106099, loss_adv_disc: 0.383080, lr_disc: 0.000010
+2023-03-23 02:17:12,180 - INFO - [Train] step: 106099, loss_mpn: 0.012293, loss_rec: 0.034464, loss_semantic: 0.479392, loss_idmrf: 2.474195, loss_adv_gen: -181.926483, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:17:43,306 - INFO - [Train] step: 106199, loss_adv_disc: -1.670661, lr_disc: 0.000010
+2023-03-23 02:17:43,507 - INFO - [Train] step: 106199, loss_mpn: 0.022559, loss_rec: 0.071246, loss_semantic: 0.819568, loss_idmrf: 4.937185, loss_adv_gen: -158.846222, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:18:14,652 - INFO - [Train] step: 106299, loss_adv_disc: 0.402857, lr_disc: 0.000010
+2023-03-23 02:18:14,860 - INFO - [Train] step: 106299, loss_mpn: 0.046825, loss_rec: 0.091222, loss_semantic: 1.209898, loss_idmrf: 5.225685, loss_adv_gen: -210.822311, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:18:46,639 - INFO - [Train] step: 106399, loss_adv_disc: 0.697393, lr_disc: 0.000010
+2023-03-23 02:18:46,859 - INFO - [Train] step: 106399, loss_mpn: 0.019417, loss_rec: 0.044047, loss_semantic: 0.574558, loss_idmrf: 2.700905, loss_adv_gen: -211.160995, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:19:18,238 - INFO - [Train] step: 106499, loss_adv_disc: -1.667057, lr_disc: 0.000010
+2023-03-23 02:19:18,446 - INFO - [Train] step: 106499, loss_mpn: 0.048435, loss_rec: 0.056062, loss_semantic: 0.746308, loss_idmrf: 5.744815, loss_adv_gen: -176.566574, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:19:49,375 - INFO - [Train] step: 106599, loss_adv_disc: 0.619435, lr_disc: 0.000010
+2023-03-23 02:19:49,583 - INFO - [Train] step: 106599, loss_mpn: 0.052348, loss_rec: 0.094733, loss_semantic: 0.971268, loss_idmrf: 3.699708, loss_adv_gen: -265.929596, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:20:20,350 - INFO - [Train] step: 106699, loss_adv_disc: 0.688685, lr_disc: 0.000010
+2023-03-23 02:20:20,557 - INFO - [Train] step: 106699, loss_mpn: 0.019011, loss_rec: 0.035063, loss_semantic: 0.588460, loss_idmrf: 2.666429, loss_adv_gen: -221.133972, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:20:51,491 - INFO - [Train] step: 106799, loss_adv_disc: -6.368935, lr_disc: 0.000010
+2023-03-23 02:20:51,700 - INFO - [Train] step: 106799, loss_mpn: 0.036982, loss_rec: 0.094561, loss_semantic: 0.927291, loss_idmrf: 4.238233, loss_adv_gen: -212.125473, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:21:22,515 - INFO - [Train] step: 106899, loss_adv_disc: -12.638733, lr_disc: 0.000010
+2023-03-23 02:21:22,738 - INFO - [Train] step: 106899, loss_mpn: 0.017155, loss_rec: 0.112609, loss_semantic: 1.073603, loss_idmrf: 6.688387, loss_adv_gen: -157.162964, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:21:53,630 - INFO - [Train] step: 106999, loss_adv_disc: -10.276788, lr_disc: 0.000010
+2023-03-23 02:21:53,844 - INFO - [Train] step: 106999, loss_mpn: 0.030218, loss_rec: 0.081974, loss_semantic: 0.802457, loss_idmrf: 6.395786, loss_adv_gen: -147.763824, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:22:47,099 - INFO - [Eval] step: 106999, bce: 0.087381, psnr: 23.961843, ssim: 0.811508, lpips: 0.150032
+2023-03-23 02:23:21,307 - INFO - [Train] step: 107099, loss_adv_disc: -21.897158, lr_disc: 0.000010
+2023-03-23 02:23:21,511 - INFO - [Train] step: 107099, loss_mpn: 0.022006, loss_rec: 0.156966, loss_semantic: 1.047816, loss_idmrf: 6.178101, loss_adv_gen: -199.615143, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:23:52,640 - INFO - [Train] step: 107199, loss_adv_disc: 0.110301, lr_disc: 0.000010
+2023-03-23 02:23:52,854 - INFO - [Train] step: 107199, loss_mpn: 0.060100, loss_rec: 0.058780, loss_semantic: 0.798236, loss_idmrf: 5.269158, loss_adv_gen: -204.472519, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:24:24,556 - INFO - [Train] step: 107299, loss_adv_disc: 0.605575, lr_disc: 0.000010
+2023-03-23 02:24:24,764 - INFO - [Train] step: 107299, loss_mpn: 0.033502, loss_rec: 0.054866, loss_semantic: 0.607790, loss_idmrf: 2.620204, loss_adv_gen: -256.758240, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:24:56,410 - INFO - [Train] step: 107399, loss_adv_disc: 2.031067, lr_disc: 0.000010
+2023-03-23 02:24:56,617 - INFO - [Train] step: 107399, loss_mpn: 0.048420, loss_rec: 0.061767, loss_semantic: 0.602608, loss_idmrf: 3.062125, loss_adv_gen: -233.198639, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:25:27,849 - INFO - [Train] step: 107499, loss_adv_disc: -0.289249, lr_disc: 0.000010
+2023-03-23 02:25:28,060 - INFO - [Train] step: 107499, loss_mpn: 0.016503, loss_rec: 0.047066, loss_semantic: 0.606310, loss_idmrf: 1.977479, loss_adv_gen: -238.212006, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:25:59,029 - INFO - [Train] step: 107599, loss_adv_disc: 1.428355, lr_disc: 0.000010
+2023-03-23 02:25:59,237 - INFO - [Train] step: 107599, loss_mpn: 0.055177, loss_rec: 0.098003, loss_semantic: 0.842434, loss_idmrf: 4.635598, loss_adv_gen: -209.893585, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:26:30,503 - INFO - [Train] step: 107699, loss_adv_disc: -8.311588, lr_disc: 0.000010
+2023-03-23 02:26:30,711 - INFO - [Train] step: 107699, loss_mpn: 0.035951, loss_rec: 0.108090, loss_semantic: 1.031845, loss_idmrf: 5.434297, loss_adv_gen: -174.984055, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:27:01,683 - INFO - [Train] step: 107799, loss_adv_disc: -1.675908, lr_disc: 0.000010
+2023-03-23 02:27:01,890 - INFO - [Train] step: 107799, loss_mpn: 0.037909, loss_rec: 0.060344, loss_semantic: 0.757237, loss_idmrf: 4.297447, loss_adv_gen: -171.328094, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:27:33,247 - INFO - [Train] step: 107899, loss_adv_disc: -6.607924, lr_disc: 0.000010
+2023-03-23 02:27:33,457 - INFO - [Train] step: 107899, loss_mpn: 0.047761, loss_rec: 0.089048, loss_semantic: 0.884890, loss_idmrf: 3.570181, loss_adv_gen: -188.251846, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:28:05,051 - INFO - [Train] step: 107999, loss_adv_disc: -1.944837, lr_disc: 0.000010
+2023-03-23 02:28:05,256 - INFO - [Train] step: 107999, loss_mpn: 0.145536, loss_rec: 0.107968, loss_semantic: 0.813802, loss_idmrf: 4.310426, loss_adv_gen: -208.554184, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:28:57,712 - INFO - [Eval] step: 107999, bce: 0.085014, psnr: 23.935991, ssim: 0.811590, lpips: 0.150271
+2023-03-23 02:29:31,253 - INFO - [Train] step: 108099, loss_adv_disc: -3.990898, lr_disc: 0.000010
+2023-03-23 02:29:31,470 - INFO - [Train] step: 108099, loss_mpn: 0.053274, loss_rec: 0.058749, loss_semantic: 0.805416, loss_idmrf: 5.915227, loss_adv_gen: -188.112656, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:30:03,305 - INFO - [Train] step: 108199, loss_adv_disc: 4.447354, lr_disc: 0.000010
+2023-03-23 02:30:03,511 - INFO - [Train] step: 108199, loss_mpn: 0.011443, loss_rec: 0.034204, loss_semantic: 0.438559, loss_idmrf: 1.199027, loss_adv_gen: -210.794296, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:30:34,572 - INFO - [Train] step: 108299, loss_adv_disc: 2.035843, lr_disc: 0.000010
+2023-03-23 02:30:34,777 - INFO - [Train] step: 108299, loss_mpn: 0.026580, loss_rec: 0.049875, loss_semantic: 0.579391, loss_idmrf: 2.369828, loss_adv_gen: -184.174408, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:31:06,495 - INFO - [Train] step: 108399, loss_adv_disc: -2.691235, lr_disc: 0.000010
+2023-03-23 02:31:06,711 - INFO - [Train] step: 108399, loss_mpn: 0.023338, loss_rec: 0.058683, loss_semantic: 0.565340, loss_idmrf: 3.754939, loss_adv_gen: -158.067337, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:31:38,544 - INFO - [Train] step: 108499, loss_adv_disc: -5.984591, lr_disc: 0.000010
+2023-03-23 02:31:38,749 - INFO - [Train] step: 108499, loss_mpn: 0.030901, loss_rec: 0.113690, loss_semantic: 1.094610, loss_idmrf: 6.461298, loss_adv_gen: -208.829208, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:32:09,619 - INFO - [Train] step: 108599, loss_adv_disc: -2.090102, lr_disc: 0.000010
+2023-03-23 02:32:09,821 - INFO - [Train] step: 108599, loss_mpn: 0.024852, loss_rec: 0.063561, loss_semantic: 0.687697, loss_idmrf: 6.220067, loss_adv_gen: -162.367432, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:32:41,405 - INFO - [Train] step: 108699, loss_adv_disc: -0.683182, lr_disc: 0.000010
+2023-03-23 02:32:41,607 - INFO - [Train] step: 108699, loss_mpn: 0.029213, loss_rec: 0.038836, loss_semantic: 0.466417, loss_idmrf: 2.304210, loss_adv_gen: -195.601440, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:33:13,024 - INFO - [Train] step: 108799, loss_adv_disc: 1.706039, lr_disc: 0.000010
+2023-03-23 02:33:13,231 - INFO - [Train] step: 108799, loss_mpn: 0.015703, loss_rec: 0.042079, loss_semantic: 0.539107, loss_idmrf: 2.753408, loss_adv_gen: -221.706772, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:33:44,396 - INFO - [Train] step: 108899, loss_adv_disc: -5.662453, lr_disc: 0.000010
+2023-03-23 02:33:44,598 - INFO - [Train] step: 108899, loss_mpn: 0.016949, loss_rec: 0.061931, loss_semantic: 0.715180, loss_idmrf: 2.734535, loss_adv_gen: -212.779083, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:34:15,472 - INFO - [Train] step: 108999, loss_adv_disc: 3.174504, lr_disc: 0.000010
+2023-03-23 02:34:15,681 - INFO - [Train] step: 108999, loss_mpn: 0.008576, loss_rec: 0.031797, loss_semantic: 0.515123, loss_idmrf: 1.696369, loss_adv_gen: -218.369064, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:35:08,761 - INFO - [Eval] step: 108999, bce: 0.083655, psnr: 23.751276, ssim: 0.806801, lpips: 0.150845
+2023-03-23 02:35:42,969 - INFO - [Train] step: 109099, loss_adv_disc: -7.922012, lr_disc: 0.000010
+2023-03-23 02:35:43,176 - INFO - [Train] step: 109099, loss_mpn: 0.018183, loss_rec: 0.151465, loss_semantic: 1.065525, loss_idmrf: 4.696787, loss_adv_gen: -253.846069, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:36:14,031 - INFO - [Train] step: 109199, loss_adv_disc: 1.385108, lr_disc: 0.000010
+2023-03-23 02:36:14,241 - INFO - [Train] step: 109199, loss_mpn: 0.058923, loss_rec: 0.038935, loss_semantic: 0.499585, loss_idmrf: 0.965357, loss_adv_gen: -238.195648, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:36:45,712 - INFO - [Train] step: 109299, loss_adv_disc: -0.846956, lr_disc: 0.000010
+2023-03-23 02:36:45,925 - INFO - [Train] step: 109299, loss_mpn: 0.098130, loss_rec: 0.058504, loss_semantic: 0.682492, loss_idmrf: 5.062812, loss_adv_gen: -190.705460, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:37:17,555 - INFO - [Train] step: 109399, loss_adv_disc: 3.391405, lr_disc: 0.000010
+2023-03-23 02:37:17,763 - INFO - [Train] step: 109399, loss_mpn: 0.046642, loss_rec: 0.064237, loss_semantic: 0.803915, loss_idmrf: 3.567506, loss_adv_gen: -218.059006, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:37:49,209 - INFO - [Train] step: 109499, loss_adv_disc: 2.275515, lr_disc: 0.000010
+2023-03-23 02:37:49,428 - INFO - [Train] step: 109499, loss_mpn: 0.052418, loss_rec: 0.081914, loss_semantic: 0.778087, loss_idmrf: 4.444057, loss_adv_gen: -259.408966, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:38:20,735 - INFO - [Train] step: 109599, loss_adv_disc: -3.959420, lr_disc: 0.000010
+2023-03-23 02:38:20,939 - INFO - [Train] step: 109599, loss_mpn: 0.012854, loss_rec: 0.057002, loss_semantic: 0.784852, loss_idmrf: 4.013750, loss_adv_gen: -192.420242, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:38:52,566 - INFO - [Train] step: 109699, loss_adv_disc: -1.063590, lr_disc: 0.000010
+2023-03-23 02:38:52,776 - INFO - [Train] step: 109699, loss_mpn: 0.012172, loss_rec: 0.038699, loss_semantic: 0.538823, loss_idmrf: 1.657974, loss_adv_gen: -213.533325, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:39:23,594 - INFO - [Train] step: 109799, loss_adv_disc: 3.722335, lr_disc: 0.000010
+2023-03-23 02:39:23,799 - INFO - [Train] step: 109799, loss_mpn: 0.023488, loss_rec: 0.069354, loss_semantic: 0.809001, loss_idmrf: 5.532172, loss_adv_gen: -182.477325, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:39:55,211 - INFO - [Train] step: 109899, loss_adv_disc: 1.234281, lr_disc: 0.000010
+2023-03-23 02:39:55,416 - INFO - [Train] step: 109899, loss_mpn: 0.004352, loss_rec: 0.021008, loss_semantic: 0.324358, loss_idmrf: 1.135317, loss_adv_gen: -179.268600, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:40:26,359 - INFO - [Train] step: 109999, loss_adv_disc: 2.979909, lr_disc: 0.000010
+2023-03-23 02:40:26,559 - INFO - [Train] step: 109999, loss_mpn: 0.027345, loss_rec: 0.071694, loss_semantic: 0.813363, loss_idmrf: 3.284015, loss_adv_gen: -268.860321, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:41:19,795 - INFO - [Eval] step: 109999, bce: 0.084220, psnr: 23.881605, ssim: 0.809433, lpips: 0.149717
+2023-03-23 02:41:53,489 - INFO - [Train] step: 110099, loss_adv_disc: 3.340693, lr_disc: 0.000010
+2023-03-23 02:41:53,692 - INFO - [Train] step: 110099, loss_mpn: 0.035509, loss_rec: 0.042592, loss_semantic: 0.585121, loss_idmrf: 3.362328, loss_adv_gen: -190.685379, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:42:25,245 - INFO - [Train] step: 110199, loss_adv_disc: -5.306049, lr_disc: 0.000010
+2023-03-23 02:42:25,450 - INFO - [Train] step: 110199, loss_mpn: 0.041324, loss_rec: 0.082897, loss_semantic: 0.910680, loss_idmrf: 6.259956, loss_adv_gen: -172.288376, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:42:56,579 - INFO - [Train] step: 110299, loss_adv_disc: -1.333238, lr_disc: 0.000010
+2023-03-23 02:42:56,782 - INFO - [Train] step: 110299, loss_mpn: 0.014149, loss_rec: 0.039825, loss_semantic: 0.523713, loss_idmrf: 1.553023, loss_adv_gen: -182.128143, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:43:28,476 - INFO - [Train] step: 110399, loss_adv_disc: 0.628322, lr_disc: 0.000010
+2023-03-23 02:43:28,686 - INFO - [Train] step: 110399, loss_mpn: 0.018193, loss_rec: 0.086267, loss_semantic: 0.807888, loss_idmrf: 4.365503, loss_adv_gen: -183.735168, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:44:00,128 - INFO - [Train] step: 110499, loss_adv_disc: -2.489079, lr_disc: 0.000010
+2023-03-23 02:44:00,348 - INFO - [Train] step: 110499, loss_mpn: 0.013075, loss_rec: 0.089288, loss_semantic: 0.773246, loss_idmrf: 3.642539, loss_adv_gen: -186.082581, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:44:31,554 - INFO - [Train] step: 110599, loss_adv_disc: -3.183505, lr_disc: 0.000010
+2023-03-23 02:44:31,758 - INFO - [Train] step: 110599, loss_mpn: 0.046916, loss_rec: 0.075282, loss_semantic: 0.887745, loss_idmrf: 6.065228, loss_adv_gen: -151.726913, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:45:03,750 - INFO - [Train] step: 110699, loss_adv_disc: 1.564570, lr_disc: 0.000010
+2023-03-23 02:45:03,959 - INFO - [Train] step: 110699, loss_mpn: 0.014030, loss_rec: 0.035227, loss_semantic: 0.527244, loss_idmrf: 2.810758, loss_adv_gen: -169.589371, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:45:35,477 - INFO - [Train] step: 110799, loss_adv_disc: -2.721098, lr_disc: 0.000010
+2023-03-23 02:45:35,678 - INFO - [Train] step: 110799, loss_mpn: 0.028620, loss_rec: 0.067720, loss_semantic: 0.702385, loss_idmrf: 4.620810, loss_adv_gen: -187.883087, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:46:06,675 - INFO - [Train] step: 110899, loss_adv_disc: 3.496293, lr_disc: 0.000010
+2023-03-23 02:46:06,886 - INFO - [Train] step: 110899, loss_mpn: 0.030116, loss_rec: 0.047319, loss_semantic: 0.576611, loss_idmrf: 3.639565, loss_adv_gen: -200.749863, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:46:37,728 - INFO - [Train] step: 110999, loss_adv_disc: -0.476438, lr_disc: 0.000010
+2023-03-23 02:46:37,932 - INFO - [Train] step: 110999, loss_mpn: 0.050386, loss_rec: 0.077123, loss_semantic: 0.960482, loss_idmrf: 6.545476, loss_adv_gen: -193.543335, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:47:30,220 - INFO - [Eval] step: 110999, bce: 0.086057, psnr: 23.937273, ssim: 0.811175, lpips: 0.148858
+2023-03-23 02:48:03,700 - INFO - [Train] step: 111099, loss_adv_disc: 1.412030, lr_disc: 0.000010
+2023-03-23 02:48:04,188 - INFO - [Train] step: 111099, loss_mpn: 0.034377, loss_rec: 0.036171, loss_semantic: 0.422852, loss_idmrf: 3.213301, loss_adv_gen: -212.284256, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:48:35,112 - INFO - [Train] step: 111199, loss_adv_disc: -0.862849, lr_disc: 0.000010
+2023-03-23 02:48:35,322 - INFO - [Train] step: 111199, loss_mpn: 0.033993, loss_rec: 0.045767, loss_semantic: 0.637547, loss_idmrf: 4.545088, loss_adv_gen: -184.040482, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:49:06,626 - INFO - [Train] step: 111299, loss_adv_disc: -9.122531, lr_disc: 0.000010
+2023-03-23 02:49:06,836 - INFO - [Train] step: 111299, loss_mpn: 0.017318, loss_rec: 0.085637, loss_semantic: 0.775343, loss_idmrf: 4.836408, loss_adv_gen: -173.145187, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:49:37,948 - INFO - [Train] step: 111399, loss_adv_disc: 5.845635, lr_disc: 0.000010
+2023-03-23 02:49:38,162 - INFO - [Train] step: 111399, loss_mpn: 0.066985, loss_rec: 0.142840, loss_semantic: 0.842225, loss_idmrf: 7.349271, loss_adv_gen: -231.676163, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:50:10,082 - INFO - [Train] step: 111499, loss_adv_disc: -3.208683, lr_disc: 0.000010
+2023-03-23 02:50:10,286 - INFO - [Train] step: 111499, loss_mpn: 0.015519, loss_rec: 0.067555, loss_semantic: 0.841518, loss_idmrf: 5.211300, loss_adv_gen: -175.415024, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:50:41,577 - INFO - [Train] step: 111599, loss_adv_disc: 3.816633, lr_disc: 0.000010
+2023-03-23 02:50:41,797 - INFO - [Train] step: 111599, loss_mpn: 0.032445, loss_rec: 0.058730, loss_semantic: 0.667864, loss_idmrf: 2.956609, loss_adv_gen: -222.844452, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:51:13,117 - INFO - [Train] step: 111699, loss_adv_disc: -3.627291, lr_disc: 0.000010
+2023-03-23 02:51:13,325 - INFO - [Train] step: 111699, loss_mpn: 0.063946, loss_rec: 0.070349, loss_semantic: 0.850870, loss_idmrf: 5.195899, loss_adv_gen: -190.637573, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:51:44,610 - INFO - [Train] step: 111799, loss_adv_disc: -3.681779, lr_disc: 0.000010
+2023-03-23 02:51:44,817 - INFO - [Train] step: 111799, loss_mpn: 0.015698, loss_rec: 0.061533, loss_semantic: 0.777778, loss_idmrf: 4.249370, loss_adv_gen: -164.723724, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:52:16,497 - INFO - [Train] step: 111899, loss_adv_disc: -1.544093, lr_disc: 0.000010
+2023-03-23 02:52:16,715 - INFO - [Train] step: 111899, loss_mpn: 0.034162, loss_rec: 0.043845, loss_semantic: 0.641453, loss_idmrf: 3.296417, loss_adv_gen: -175.240128, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:52:48,397 - INFO - [Train] step: 111999, loss_adv_disc: -3.135300, lr_disc: 0.000010
+2023-03-23 02:52:48,598 - INFO - [Train] step: 111999, loss_mpn: 0.045005, loss_rec: 0.095167, loss_semantic: 0.992258, loss_idmrf: 5.678105, loss_adv_gen: -183.066345, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:53:42,310 - INFO - [Eval] step: 111999, bce: 0.084292, psnr: 23.954786, ssim: 0.812744, lpips: 0.149978
+2023-03-23 02:54:16,209 - INFO - [Train] step: 112099, loss_adv_disc: 3.391620, lr_disc: 0.000010
+2023-03-23 02:54:16,417 - INFO - [Train] step: 112099, loss_mpn: 0.048828, loss_rec: 0.064134, loss_semantic: 0.728604, loss_idmrf: 3.631776, loss_adv_gen: -190.524124, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:54:47,660 - INFO - [Train] step: 112199, loss_adv_disc: 10.243528, lr_disc: 0.000010
+2023-03-23 02:54:47,866 - INFO - [Train] step: 112199, loss_mpn: 0.027854, loss_rec: 0.109555, loss_semantic: 0.882824, loss_idmrf: 4.270179, loss_adv_gen: -220.564438, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:55:18,808 - INFO - [Train] step: 112299, loss_adv_disc: 1.929155, lr_disc: 0.000010
+2023-03-23 02:55:19,013 - INFO - [Train] step: 112299, loss_mpn: 0.025606, loss_rec: 0.034843, loss_semantic: 0.554428, loss_idmrf: 2.507021, loss_adv_gen: -223.015442, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:55:50,903 - INFO - [Train] step: 112399, loss_adv_disc: -4.540887, lr_disc: 0.000010
+2023-03-23 02:55:51,105 - INFO - [Train] step: 112399, loss_mpn: 0.059097, loss_rec: 0.139063, loss_semantic: 1.281330, loss_idmrf: 4.967948, loss_adv_gen: -257.898071, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:56:22,745 - INFO - [Train] step: 112499, loss_adv_disc: 0.250158, lr_disc: 0.000010
+2023-03-23 02:56:22,949 - INFO - [Train] step: 112499, loss_mpn: 0.025158, loss_rec: 0.027512, loss_semantic: 0.485992, loss_idmrf: 2.868270, loss_adv_gen: -144.520981, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:56:54,202 - INFO - [Train] step: 112599, loss_adv_disc: 0.335152, lr_disc: 0.000010
+2023-03-23 02:56:54,416 - INFO - [Train] step: 112599, loss_mpn: 0.018679, loss_rec: 0.072090, loss_semantic: 0.840563, loss_idmrf: 4.625727, loss_adv_gen: -183.882568, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:57:25,786 - INFO - [Train] step: 112699, loss_adv_disc: 1.889960, lr_disc: 0.000010
+2023-03-23 02:57:25,995 - INFO - [Train] step: 112699, loss_mpn: 0.028448, loss_rec: 0.028894, loss_semantic: 0.520698, loss_idmrf: 4.062407, loss_adv_gen: -226.669571, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:57:56,915 - INFO - [Train] step: 112799, loss_adv_disc: -6.506229, lr_disc: 0.000010
+2023-03-23 02:57:57,121 - INFO - [Train] step: 112799, loss_mpn: 0.070412, loss_rec: 0.125707, loss_semantic: 0.915770, loss_idmrf: 4.107556, loss_adv_gen: -224.288834, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:58:27,799 - INFO - [Train] step: 112899, loss_adv_disc: -2.811660, lr_disc: 0.000010
+2023-03-23 02:58:28,000 - INFO - [Train] step: 112899, loss_mpn: 0.054514, loss_rec: 0.066862, loss_semantic: 0.672700, loss_idmrf: 3.785249, loss_adv_gen: -205.142715, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:58:58,789 - INFO - [Train] step: 112999, loss_adv_disc: -6.212944, lr_disc: 0.000010
+2023-03-23 02:58:58,997 - INFO - [Train] step: 112999, loss_mpn: 0.022508, loss_rec: 0.113836, loss_semantic: 0.958788, loss_idmrf: 7.411065, loss_adv_gen: -163.994690, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 02:59:52,142 - INFO - [Eval] step: 112999, bce: 0.083619, psnr: 23.833637, ssim: 0.811085, lpips: 0.149376
+2023-03-23 03:00:26,200 - INFO - [Train] step: 113099, loss_adv_disc: -5.149405, lr_disc: 0.000010
+2023-03-23 03:00:26,408 - INFO - [Train] step: 113099, loss_mpn: 0.029641, loss_rec: 0.149227, loss_semantic: 1.270765, loss_idmrf: 5.264675, loss_adv_gen: -263.365509, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:00:57,701 - INFO - [Train] step: 113199, loss_adv_disc: 1.207304, lr_disc: 0.000010
+2023-03-23 03:00:57,904 - INFO - [Train] step: 113199, loss_mpn: 0.062982, loss_rec: 0.035509, loss_semantic: 0.434296, loss_idmrf: 2.499447, loss_adv_gen: -167.525970, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:01:29,628 - INFO - [Train] step: 113299, loss_adv_disc: 0.279581, lr_disc: 0.000010
+2023-03-23 03:01:29,833 - INFO - [Train] step: 113299, loss_mpn: 0.014266, loss_rec: 0.048587, loss_semantic: 0.657020, loss_idmrf: 2.580574, loss_adv_gen: -211.208115, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:02:01,293 - INFO - [Train] step: 113399, loss_adv_disc: -1.109384, lr_disc: 0.000010
+2023-03-23 03:02:01,503 - INFO - [Train] step: 113399, loss_mpn: 0.061891, loss_rec: 0.067569, loss_semantic: 0.882441, loss_idmrf: 4.301745, loss_adv_gen: -213.158539, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:02:33,224 - INFO - [Train] step: 113499, loss_adv_disc: 2.265078, lr_disc: 0.000010
+2023-03-23 03:02:33,449 - INFO - [Train] step: 113499, loss_mpn: 0.058505, loss_rec: 0.106645, loss_semantic: 1.080669, loss_idmrf: 8.259923, loss_adv_gen: -177.572510, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:03:04,965 - INFO - [Train] step: 113599, loss_adv_disc: -0.720409, lr_disc: 0.000010
+2023-03-23 03:03:05,176 - INFO - [Train] step: 113599, loss_mpn: 0.022992, loss_rec: 0.043980, loss_semantic: 0.501720, loss_idmrf: 2.552195, loss_adv_gen: -176.663696, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:03:36,171 - INFO - [Train] step: 113699, loss_adv_disc: 1.439535, lr_disc: 0.000010
+2023-03-23 03:03:36,376 - INFO - [Train] step: 113699, loss_mpn: 0.037331, loss_rec: 0.124633, loss_semantic: 1.074384, loss_idmrf: 6.737208, loss_adv_gen: -196.086761, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:04:07,037 - INFO - [Train] step: 113799, loss_adv_disc: -4.666204, lr_disc: 0.000010
+2023-03-23 03:04:07,241 - INFO - [Train] step: 113799, loss_mpn: 0.023247, loss_rec: 0.049443, loss_semantic: 0.570074, loss_idmrf: 4.340159, loss_adv_gen: -175.476120, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:04:38,418 - INFO - [Train] step: 113899, loss_adv_disc: -2.745366, lr_disc: 0.000010
+2023-03-23 03:04:38,626 - INFO - [Train] step: 113899, loss_mpn: 0.031742, loss_rec: 0.050155, loss_semantic: 0.575709, loss_idmrf: 4.501940, loss_adv_gen: -169.621887, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:05:09,718 - INFO - [Train] step: 113999, loss_adv_disc: -2.125126, lr_disc: 0.000010
+2023-03-23 03:05:09,923 - INFO - [Train] step: 113999, loss_mpn: 0.056998, loss_rec: 0.095777, loss_semantic: 1.103939, loss_idmrf: 6.947317, loss_adv_gen: -185.433441, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:06:02,613 - INFO - [Eval] step: 113999, bce: 0.084484, psnr: 23.968136, ssim: 0.811311, lpips: 0.150322
+2023-03-23 03:06:35,739 - INFO - [Train] step: 114099, loss_adv_disc: 4.277093, lr_disc: 0.000010
+2023-03-23 03:06:35,955 - INFO - [Train] step: 114099, loss_mpn: 0.055044, loss_rec: 0.079869, loss_semantic: 0.815851, loss_idmrf: 4.985057, loss_adv_gen: -199.768677, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:07:06,892 - INFO - [Train] step: 114199, loss_adv_disc: 0.233440, lr_disc: 0.000010
+2023-03-23 03:07:07,388 - INFO - [Train] step: 114199, loss_mpn: 0.020219, loss_rec: 0.043958, loss_semantic: 0.563102, loss_idmrf: 2.403694, loss_adv_gen: -176.402573, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:07:38,524 - INFO - [Train] step: 114299, loss_adv_disc: 2.139057, lr_disc: 0.000010
+2023-03-23 03:07:38,727 - INFO - [Train] step: 114299, loss_mpn: 0.022523, loss_rec: 0.028417, loss_semantic: 0.386799, loss_idmrf: 3.004958, loss_adv_gen: -188.486115, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:08:09,928 - INFO - [Train] step: 114399, loss_adv_disc: 0.146183, lr_disc: 0.000010
+2023-03-23 03:08:10,134 - INFO - [Train] step: 114399, loss_mpn: 0.038793, loss_rec: 0.062359, loss_semantic: 0.828807, loss_idmrf: 5.561840, loss_adv_gen: -214.209518, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:08:41,673 - INFO - [Train] step: 114499, loss_adv_disc: -16.717957, lr_disc: 0.000010
+2023-03-23 03:08:41,883 - INFO - [Train] step: 114499, loss_mpn: 0.045659, loss_rec: 0.118065, loss_semantic: 1.048174, loss_idmrf: 6.034845, loss_adv_gen: -229.646576, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:09:13,579 - INFO - [Train] step: 114599, loss_adv_disc: -2.663041, lr_disc: 0.000010
+2023-03-23 03:09:13,787 - INFO - [Train] step: 114599, loss_mpn: 0.016203, loss_rec: 0.053298, loss_semantic: 0.496636, loss_idmrf: 1.505959, loss_adv_gen: -243.015320, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:09:45,637 - INFO - [Train] step: 114699, loss_adv_disc: 2.848029, lr_disc: 0.000010
+2023-03-23 03:09:45,846 - INFO - [Train] step: 114699, loss_mpn: 0.104913, loss_rec: 0.100367, loss_semantic: 1.127286, loss_idmrf: 4.959667, loss_adv_gen: -218.468445, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:10:16,708 - INFO - [Train] step: 114799, loss_adv_disc: 2.636518, lr_disc: 0.000010
+2023-03-23 03:10:16,917 - INFO - [Train] step: 114799, loss_mpn: 0.044696, loss_rec: 0.041033, loss_semantic: 0.530602, loss_idmrf: 1.809349, loss_adv_gen: -197.721405, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:10:48,102 - INFO - [Train] step: 114899, loss_adv_disc: 0.561318, lr_disc: 0.000010
+2023-03-23 03:10:48,310 - INFO - [Train] step: 114899, loss_mpn: 0.014382, loss_rec: 0.055505, loss_semantic: 0.591253, loss_idmrf: 2.930238, loss_adv_gen: -197.387665, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:11:19,717 - INFO - [Train] step: 114999, loss_adv_disc: -0.964044, lr_disc: 0.000010
+2023-03-23 03:11:19,928 - INFO - [Train] step: 114999, loss_mpn: 0.022442, loss_rec: 0.034068, loss_semantic: 0.462332, loss_idmrf: 3.722361, loss_adv_gen: -179.574921, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:12:12,657 - INFO - [Eval] step: 114999, bce: 0.083021, psnr: 23.878872, ssim: 0.808713, lpips: 0.150059
+2023-03-23 03:12:46,387 - INFO - [Train] step: 115099, loss_adv_disc: 0.686955, lr_disc: 0.000010
+2023-03-23 03:12:46,603 - INFO - [Train] step: 115099, loss_mpn: 0.057836, loss_rec: 0.070663, loss_semantic: 0.897735, loss_idmrf: 5.571492, loss_adv_gen: -164.829666, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:13:18,074 - INFO - [Train] step: 115199, loss_adv_disc: 3.370243, lr_disc: 0.000010
+2023-03-23 03:13:18,276 - INFO - [Train] step: 115199, loss_mpn: 0.048367, loss_rec: 0.051225, loss_semantic: 0.687660, loss_idmrf: 3.663567, loss_adv_gen: -210.568771, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:13:49,593 - INFO - [Train] step: 115299, loss_adv_disc: -1.904368, lr_disc: 0.000010
+2023-03-23 03:13:49,806 - INFO - [Train] step: 115299, loss_mpn: 0.029789, loss_rec: 0.066664, loss_semantic: 0.734232, loss_idmrf: 3.899884, loss_adv_gen: -194.634567, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:14:21,158 - INFO - [Train] step: 115399, loss_adv_disc: 1.805344, lr_disc: 0.000010
+2023-03-23 03:14:21,357 - INFO - [Train] step: 115399, loss_mpn: 0.024915, loss_rec: 0.037948, loss_semantic: 0.654410, loss_idmrf: 3.901572, loss_adv_gen: -204.084869, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:14:53,125 - INFO - [Train] step: 115499, loss_adv_disc: -21.362144, lr_disc: 0.000010
+2023-03-23 03:14:53,330 - INFO - [Train] step: 115499, loss_mpn: 0.033349, loss_rec: 0.117660, loss_semantic: 1.199259, loss_idmrf: 6.722705, loss_adv_gen: -197.031616, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:15:24,482 - INFO - [Train] step: 115599, loss_adv_disc: -4.671978, lr_disc: 0.000010
+2023-03-23 03:15:24,686 - INFO - [Train] step: 115599, loss_mpn: 0.025481, loss_rec: 0.058462, loss_semantic: 0.662053, loss_idmrf: 5.432095, loss_adv_gen: -174.743011, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:15:56,238 - INFO - [Train] step: 115699, loss_adv_disc: -2.795858, lr_disc: 0.000010
+2023-03-23 03:15:56,449 - INFO - [Train] step: 115699, loss_mpn: 0.030033, loss_rec: 0.059603, loss_semantic: 0.506950, loss_idmrf: 2.971099, loss_adv_gen: -197.380753, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:16:27,650 - INFO - [Train] step: 115799, loss_adv_disc: -2.615213, lr_disc: 0.000010
+2023-03-23 03:16:27,859 - INFO - [Train] step: 115799, loss_mpn: 0.027780, loss_rec: 0.108949, loss_semantic: 1.122730, loss_idmrf: 4.238099, loss_adv_gen: -263.831879, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:16:59,114 - INFO - [Train] step: 115899, loss_adv_disc: -11.646943, lr_disc: 0.000010
+2023-03-23 03:16:59,322 - INFO - [Train] step: 115899, loss_mpn: 0.021516, loss_rec: 0.087306, loss_semantic: 0.891903, loss_idmrf: 4.892801, loss_adv_gen: -177.861771, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:17:30,770 - INFO - [Train] step: 115999, loss_adv_disc: 1.640923, lr_disc: 0.000010
+2023-03-23 03:17:30,975 - INFO - [Train] step: 115999, loss_mpn: 0.050601, loss_rec: 0.093457, loss_semantic: 0.935430, loss_idmrf: 4.431544, loss_adv_gen: -208.908234, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:18:24,417 - INFO - [Eval] step: 115999, bce: 0.085411, psnr: 23.855312, ssim: 0.810409, lpips: 0.148504
+2023-03-23 03:18:57,946 - INFO - [Train] step: 116099, loss_adv_disc: -0.146125, lr_disc: 0.000010
+2023-03-23 03:18:58,154 - INFO - [Train] step: 116099, loss_mpn: 0.020866, loss_rec: 0.030613, loss_semantic: 0.396191, loss_idmrf: 2.756834, loss_adv_gen: -132.429245, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:19:29,698 - INFO - [Train] step: 116199, loss_adv_disc: -3.237501, lr_disc: 0.000010
+2023-03-23 03:19:29,905 - INFO - [Train] step: 116199, loss_mpn: 0.050873, loss_rec: 0.109992, loss_semantic: 0.916876, loss_idmrf: 4.592685, loss_adv_gen: -207.644165, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:20:00,901 - INFO - [Train] step: 116299, loss_adv_disc: -14.543274, lr_disc: 0.000010
+2023-03-23 03:20:01,104 - INFO - [Train] step: 116299, loss_mpn: 0.025416, loss_rec: 0.056741, loss_semantic: 0.769538, loss_idmrf: 4.377818, loss_adv_gen: -244.318726, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:20:32,276 - INFO - [Train] step: 116399, loss_adv_disc: -10.564547, lr_disc: 0.000010
+2023-03-23 03:20:32,482 - INFO - [Train] step: 116399, loss_mpn: 0.039813, loss_rec: 0.105446, loss_semantic: 0.944660, loss_idmrf: 4.133611, loss_adv_gen: -194.534576, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:21:04,379 - INFO - [Train] step: 116499, loss_adv_disc: 1.837181, lr_disc: 0.000010
+2023-03-23 03:21:04,586 - INFO - [Train] step: 116499, loss_mpn: 0.032633, loss_rec: 0.072028, loss_semantic: 0.799837, loss_idmrf: 2.502117, loss_adv_gen: -238.256241, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:21:36,319 - INFO - [Train] step: 116599, loss_adv_disc: -15.669079, lr_disc: 0.000010
+2023-03-23 03:21:36,535 - INFO - [Train] step: 116599, loss_mpn: 0.038805, loss_rec: 0.126542, loss_semantic: 1.259413, loss_idmrf: 7.444451, loss_adv_gen: -221.273895, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:22:08,066 - INFO - [Train] step: 116699, loss_adv_disc: 4.240119, lr_disc: 0.000010
+2023-03-23 03:22:08,279 - INFO - [Train] step: 116699, loss_mpn: 0.029012, loss_rec: 0.054537, loss_semantic: 0.704550, loss_idmrf: 2.248349, loss_adv_gen: -244.999695, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:22:39,993 - INFO - [Train] step: 116799, loss_adv_disc: 1.682394, lr_disc: 0.000010
+2023-03-23 03:22:40,202 - INFO - [Train] step: 116799, loss_mpn: 0.054047, loss_rec: 0.049354, loss_semantic: 0.604379, loss_idmrf: 3.218013, loss_adv_gen: -219.973450, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:23:11,387 - INFO - [Train] step: 116899, loss_adv_disc: 1.508456, lr_disc: 0.000010
+2023-03-23 03:23:11,594 - INFO - [Train] step: 116899, loss_mpn: 0.011564, loss_rec: 0.023732, loss_semantic: 0.324890, loss_idmrf: 1.086257, loss_adv_gen: -210.840897, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:23:42,730 - INFO - [Train] step: 116999, loss_adv_disc: 1.810352, lr_disc: 0.000010
+2023-03-23 03:23:42,947 - INFO - [Train] step: 116999, loss_mpn: 0.007039, loss_rec: 0.029016, loss_semantic: 0.391386, loss_idmrf: 1.244854, loss_adv_gen: -227.002045, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:24:35,422 - INFO - [Eval] step: 116999, bce: 0.085993, psnr: 23.809309, ssim: 0.812850, lpips: 0.150786
+2023-03-23 03:25:09,444 - INFO - [Train] step: 117099, loss_adv_disc: 0.670132, lr_disc: 0.000010
+2023-03-23 03:25:09,660 - INFO - [Train] step: 117099, loss_mpn: 0.024643, loss_rec: 0.036838, loss_semantic: 0.676090, loss_idmrf: 4.660756, loss_adv_gen: -151.587952, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:25:41,350 - INFO - [Train] step: 117199, loss_adv_disc: 0.798013, lr_disc: 0.000010
+2023-03-23 03:25:41,557 - INFO - [Train] step: 117199, loss_mpn: 0.025241, loss_rec: 0.067144, loss_semantic: 0.765460, loss_idmrf: 3.394710, loss_adv_gen: -227.888931, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:26:12,842 - INFO - [Train] step: 117299, loss_adv_disc: -2.433560, lr_disc: 0.000010
+2023-03-23 03:26:13,050 - INFO - [Train] step: 117299, loss_mpn: 0.050360, loss_rec: 0.075117, loss_semantic: 0.916413, loss_idmrf: 8.513206, loss_adv_gen: -192.329956, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:26:44,116 - INFO - [Train] step: 117399, loss_adv_disc: 0.238568, lr_disc: 0.000010
+2023-03-23 03:26:44,322 - INFO - [Train] step: 117399, loss_mpn: 0.022256, loss_rec: 0.070575, loss_semantic: 0.783635, loss_idmrf: 3.368044, loss_adv_gen: -218.786713, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:27:15,681 - INFO - [Train] step: 117499, loss_adv_disc: 0.076574, lr_disc: 0.000010
+2023-03-23 03:27:15,886 - INFO - [Train] step: 117499, loss_mpn: 0.009935, loss_rec: 0.030780, loss_semantic: 0.440110, loss_idmrf: 2.213812, loss_adv_gen: -181.091934, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:27:47,296 - INFO - [Train] step: 117599, loss_adv_disc: -1.148004, lr_disc: 0.000010
+2023-03-23 03:27:47,728 - INFO - [Train] step: 117599, loss_mpn: 0.021899, loss_rec: 0.064547, loss_semantic: 0.732509, loss_idmrf: 4.196229, loss_adv_gen: -199.089233, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:28:18,615 - INFO - [Train] step: 117699, loss_adv_disc: 1.301869, lr_disc: 0.000010
+2023-03-23 03:28:18,822 - INFO - [Train] step: 117699, loss_mpn: 0.033202, loss_rec: 0.081509, loss_semantic: 0.791696, loss_idmrf: 4.038076, loss_adv_gen: -221.608978, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:28:49,958 - INFO - [Train] step: 117799, loss_adv_disc: -2.906888, lr_disc: 0.000010
+2023-03-23 03:28:50,169 - INFO - [Train] step: 117799, loss_mpn: 0.027263, loss_rec: 0.070836, loss_semantic: 0.757683, loss_idmrf: 4.679273, loss_adv_gen: -157.104156, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:29:21,231 - INFO - [Train] step: 117899, loss_adv_disc: -0.311936, lr_disc: 0.000010
+2023-03-23 03:29:21,436 - INFO - [Train] step: 117899, loss_mpn: 0.026175, loss_rec: 0.045410, loss_semantic: 0.563940, loss_idmrf: 2.256991, loss_adv_gen: -192.631012, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:29:52,520 - INFO - [Train] step: 117999, loss_adv_disc: -7.913020, lr_disc: 0.000010
+2023-03-23 03:29:52,729 - INFO - [Train] step: 117999, loss_mpn: 0.042194, loss_rec: 0.094539, loss_semantic: 0.949820, loss_idmrf: 5.748721, loss_adv_gen: -193.895187, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:30:45,215 - INFO - [Eval] step: 117999, bce: 0.084882, psnr: 23.960999, ssim: 0.810731, lpips: 0.149563
+2023-03-23 03:31:18,590 - INFO - [Train] step: 118099, loss_adv_disc: -3.100376, lr_disc: 0.000010
+2023-03-23 03:31:18,795 - INFO - [Train] step: 118099, loss_mpn: 0.017410, loss_rec: 0.037817, loss_semantic: 0.507335, loss_idmrf: 2.737606, loss_adv_gen: -179.969009, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:31:50,087 - INFO - [Train] step: 118199, loss_adv_disc: 2.953920, lr_disc: 0.000010
+2023-03-23 03:31:50,296 - INFO - [Train] step: 118199, loss_mpn: 0.008418, loss_rec: 0.032838, loss_semantic: 0.412925, loss_idmrf: 0.383278, loss_adv_gen: -209.831863, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:32:21,938 - INFO - [Train] step: 118299, loss_adv_disc: -7.000227, lr_disc: 0.000010
+2023-03-23 03:32:22,137 - INFO - [Train] step: 118299, loss_mpn: 0.030575, loss_rec: 0.068895, loss_semantic: 0.779060, loss_idmrf: 5.248938, loss_adv_gen: -160.503723, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:32:53,442 - INFO - [Train] step: 118399, loss_adv_disc: -2.381031, lr_disc: 0.000010
+2023-03-23 03:32:53,644 - INFO - [Train] step: 118399, loss_mpn: 0.050069, loss_rec: 0.082446, loss_semantic: 0.937650, loss_idmrf: 8.905966, loss_adv_gen: -192.657379, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:33:24,545 - INFO - [Train] step: 118499, loss_adv_disc: -1.666461, lr_disc: 0.000010
+2023-03-23 03:33:24,750 - INFO - [Train] step: 118499, loss_mpn: 0.018066, loss_rec: 0.039157, loss_semantic: 0.556144, loss_idmrf: 2.564254, loss_adv_gen: -186.895691, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:33:56,679 - INFO - [Train] step: 118599, loss_adv_disc: -4.596095, lr_disc: 0.000010
+2023-03-23 03:33:56,882 - INFO - [Train] step: 118599, loss_mpn: 0.016884, loss_rec: 0.054389, loss_semantic: 0.531554, loss_idmrf: 3.587659, loss_adv_gen: -181.734100, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:34:28,220 - INFO - [Train] step: 118699, loss_adv_disc: -3.359318, lr_disc: 0.000010
+2023-03-23 03:34:28,432 - INFO - [Train] step: 118699, loss_mpn: 0.043492, loss_rec: 0.162411, loss_semantic: 1.231316, loss_idmrf: 6.675965, loss_adv_gen: -233.178650, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:34:59,042 - INFO - [Train] step: 118799, loss_adv_disc: -2.193758, lr_disc: 0.000010
+2023-03-23 03:34:59,249 - INFO - [Train] step: 118799, loss_mpn: 0.038384, loss_rec: 0.086670, loss_semantic: 0.892612, loss_idmrf: 4.496264, loss_adv_gen: -229.330841, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:35:30,866 - INFO - [Train] step: 118899, loss_adv_disc: -5.541001, lr_disc: 0.000010
+2023-03-23 03:35:31,073 - INFO - [Train] step: 118899, loss_mpn: 0.033751, loss_rec: 0.124565, loss_semantic: 1.098226, loss_idmrf: 5.847863, loss_adv_gen: -210.997620, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:36:01,984 - INFO - [Train] step: 118999, loss_adv_disc: -15.905775, lr_disc: 0.000010
+2023-03-23 03:36:02,190 - INFO - [Train] step: 118999, loss_mpn: 0.019836, loss_rec: 0.139876, loss_semantic: 1.083383, loss_idmrf: 4.636599, loss_adv_gen: -227.481750, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:36:54,418 - INFO - [Eval] step: 118999, bce: 0.082975, psnr: 23.911650, ssim: 0.811569, lpips: 0.148014
+2023-03-23 03:37:27,989 - INFO - [Train] step: 119099, loss_adv_disc: 1.986447, lr_disc: 0.000010
+2023-03-23 03:37:28,197 - INFO - [Train] step: 119099, loss_mpn: 0.013930, loss_rec: 0.022992, loss_semantic: 0.473152, loss_idmrf: 2.663167, loss_adv_gen: -165.481033, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:37:59,277 - INFO - [Train] step: 119199, loss_adv_disc: -11.502747, lr_disc: 0.000010
+2023-03-23 03:37:59,483 - INFO - [Train] step: 119199, loss_mpn: 0.013107, loss_rec: 0.089548, loss_semantic: 0.900707, loss_idmrf: 6.966702, loss_adv_gen: -151.642365, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:38:30,561 - INFO - [Train] step: 119299, loss_adv_disc: 2.094353, lr_disc: 0.000010
+2023-03-23 03:38:30,772 - INFO - [Train] step: 119299, loss_mpn: 0.022344, loss_rec: 0.093052, loss_semantic: 0.806174, loss_idmrf: 3.875005, loss_adv_gen: -196.936279, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:39:02,189 - INFO - [Train] step: 119399, loss_adv_disc: 2.025615, lr_disc: 0.000010
+2023-03-23 03:39:02,400 - INFO - [Train] step: 119399, loss_mpn: 0.009898, loss_rec: 0.026741, loss_semantic: 0.376846, loss_idmrf: 1.511390, loss_adv_gen: -205.572723, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:39:32,856 - INFO - [Train] step: 119499, loss_adv_disc: -2.643014, lr_disc: 0.000010
+2023-03-23 03:39:33,071 - INFO - [Train] step: 119499, loss_mpn: 0.039883, loss_rec: 0.076070, loss_semantic: 0.862659, loss_idmrf: 5.640860, loss_adv_gen: -188.776154, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:40:04,866 - INFO - [Train] step: 119599, loss_adv_disc: -0.649837, lr_disc: 0.000010
+2023-03-23 03:40:05,074 - INFO - [Train] step: 119599, loss_mpn: 0.011326, loss_rec: 0.041790, loss_semantic: 0.484010, loss_idmrf: 2.620208, loss_adv_gen: -173.483643, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:40:36,169 - INFO - [Train] step: 119699, loss_adv_disc: 3.319082, lr_disc: 0.000010
+2023-03-23 03:40:36,371 - INFO - [Train] step: 119699, loss_mpn: 0.015825, loss_rec: 0.032675, loss_semantic: 0.434386, loss_idmrf: 2.372972, loss_adv_gen: -205.546463, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:41:07,446 - INFO - [Train] step: 119799, loss_adv_disc: -2.051621, lr_disc: 0.000010
+2023-03-23 03:41:07,652 - INFO - [Train] step: 119799, loss_mpn: 0.039877, loss_rec: 0.052398, loss_semantic: 0.674535, loss_idmrf: 2.495989, loss_adv_gen: -198.376022, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:41:38,705 - INFO - [Train] step: 119899, loss_adv_disc: 0.710397, lr_disc: 0.000010
+2023-03-23 03:41:38,908 - INFO - [Train] step: 119899, loss_mpn: 0.014117, loss_rec: 0.030239, loss_semantic: 0.412256, loss_idmrf: 2.486463, loss_adv_gen: -164.599075, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:42:09,549 - INFO - [Train] step: 119999, loss_adv_disc: 0.115117, lr_disc: 0.000010
+2023-03-23 03:42:09,756 - INFO - [Train] step: 119999, loss_mpn: 0.040999, loss_rec: 0.092526, loss_semantic: 0.948646, loss_idmrf: 3.602853, loss_adv_gen: -217.928268, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:43:01,980 - INFO - [Eval] step: 119999, bce: 0.082372, psnr: 23.830357, ssim: 0.809609, lpips: 0.149866
+2023-03-23 03:43:35,757 - INFO - [Train] step: 120099, loss_adv_disc: -2.210561, lr_disc: 0.000010
+2023-03-23 03:43:35,967 - INFO - [Train] step: 120099, loss_mpn: 0.032937, loss_rec: 0.063964, loss_semantic: 0.723964, loss_idmrf: 3.919788, loss_adv_gen: -205.256592, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:44:06,939 - INFO - [Train] step: 120199, loss_adv_disc: 0.116819, lr_disc: 0.000010
+2023-03-23 03:44:07,143 - INFO - [Train] step: 120199, loss_mpn: 0.034293, loss_rec: 0.105876, loss_semantic: 0.997033, loss_idmrf: 4.375978, loss_adv_gen: -235.677734, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:44:38,265 - INFO - [Train] step: 120299, loss_adv_disc: -0.037508, lr_disc: 0.000010
+2023-03-23 03:44:38,472 - INFO - [Train] step: 120299, loss_mpn: 0.024107, loss_rec: 0.089722, loss_semantic: 0.878033, loss_idmrf: 6.357315, loss_adv_gen: -180.086212, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:45:09,922 - INFO - [Train] step: 120399, loss_adv_disc: -3.301326, lr_disc: 0.000010
+2023-03-23 03:45:10,128 - INFO - [Train] step: 120399, loss_mpn: 0.039935, loss_rec: 0.071214, loss_semantic: 0.786027, loss_idmrf: 4.973476, loss_adv_gen: -200.220764, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:45:42,115 - INFO - [Train] step: 120499, loss_adv_disc: 1.939677, lr_disc: 0.000010
+2023-03-23 03:45:42,322 - INFO - [Train] step: 120499, loss_mpn: 0.016332, loss_rec: 0.030474, loss_semantic: 0.399118, loss_idmrf: 0.782748, loss_adv_gen: -210.864426, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:46:13,577 - INFO - [Train] step: 120599, loss_adv_disc: -1.172842, lr_disc: 0.000010
+2023-03-23 03:46:13,792 - INFO - [Train] step: 120599, loss_mpn: 0.035137, loss_rec: 0.105609, loss_semantic: 0.898169, loss_idmrf: 5.613283, loss_adv_gen: -193.018768, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:46:44,930 - INFO - [Train] step: 120699, loss_adv_disc: 1.940536, lr_disc: 0.000010
+2023-03-23 03:46:45,137 - INFO - [Train] step: 120699, loss_mpn: 0.007470, loss_rec: 0.013482, loss_semantic: 0.245839, loss_idmrf: 2.422174, loss_adv_gen: -224.915634, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:47:16,233 - INFO - [Train] step: 120799, loss_adv_disc: 4.004526, lr_disc: 0.000010
+2023-03-23 03:47:16,438 - INFO - [Train] step: 120799, loss_mpn: 0.052530, loss_rec: 0.153791, loss_semantic: 1.044291, loss_idmrf: 7.439272, loss_adv_gen: -189.900299, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:47:46,706 - INFO - [Train] step: 120899, loss_adv_disc: -0.256394, lr_disc: 0.000010
+2023-03-23 03:47:46,917 - INFO - [Train] step: 120899, loss_mpn: 0.031728, loss_rec: 0.064152, loss_semantic: 0.753579, loss_idmrf: 5.023735, loss_adv_gen: -158.166504, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:48:17,571 - INFO - [Train] step: 120999, loss_adv_disc: 2.577834, lr_disc: 0.000010
+2023-03-23 03:48:17,777 - INFO - [Train] step: 120999, loss_mpn: 0.035126, loss_rec: 0.052314, loss_semantic: 0.616443, loss_idmrf: 2.014437, loss_adv_gen: -204.996643, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:49:11,046 - INFO - [Eval] step: 120999, bce: 0.088433, psnr: 24.008137, ssim: 0.812540, lpips: 0.149242
+2023-03-23 03:49:44,083 - INFO - [Train] step: 121099, loss_adv_disc: -1.977354, lr_disc: 0.000010
+2023-03-23 03:49:44,295 - INFO - [Train] step: 121099, loss_mpn: 0.020803, loss_rec: 0.071855, loss_semantic: 0.680798, loss_idmrf: 4.686500, loss_adv_gen: -244.042130, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:50:15,648 - INFO - [Train] step: 121199, loss_adv_disc: -1.006863, lr_disc: 0.000010
+2023-03-23 03:50:15,851 - INFO - [Train] step: 121199, loss_mpn: 0.073395, loss_rec: 0.078745, loss_semantic: 0.870191, loss_idmrf: 4.513725, loss_adv_gen: -219.597275, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:50:46,625 - INFO - [Train] step: 121299, loss_adv_disc: -5.704792, lr_disc: 0.000010
+2023-03-23 03:50:46,829 - INFO - [Train] step: 121299, loss_mpn: 0.033355, loss_rec: 0.107815, loss_semantic: 1.088102, loss_idmrf: 3.871008, loss_adv_gen: -265.209900, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:51:17,845 - INFO - [Train] step: 121399, loss_adv_disc: -8.201387, lr_disc: 0.000010
+2023-03-23 03:51:18,050 - INFO - [Train] step: 121399, loss_mpn: 0.020568, loss_rec: 0.063468, loss_semantic: 0.813001, loss_idmrf: 4.858551, loss_adv_gen: -220.500793, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:51:49,722 - INFO - [Train] step: 121499, loss_adv_disc: 1.716495, lr_disc: 0.000010
+2023-03-23 03:51:49,932 - INFO - [Train] step: 121499, loss_mpn: 0.038068, loss_rec: 0.055134, loss_semantic: 0.675315, loss_idmrf: 3.413510, loss_adv_gen: -184.708771, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:52:21,533 - INFO - [Train] step: 121599, loss_adv_disc: -2.415695, lr_disc: 0.000010
+2023-03-23 03:52:21,742 - INFO - [Train] step: 121599, loss_mpn: 0.029771, loss_rec: 0.102781, loss_semantic: 1.046262, loss_idmrf: 4.581638, loss_adv_gen: -212.647995, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:52:53,921 - INFO - [Train] step: 121699, loss_adv_disc: -2.621337, lr_disc: 0.000010
+2023-03-23 03:52:54,127 - INFO - [Train] step: 121699, loss_mpn: 0.035533, loss_rec: 0.066697, loss_semantic: 0.720053, loss_idmrf: 4.766191, loss_adv_gen: -172.852615, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:53:25,136 - INFO - [Train] step: 121799, loss_adv_disc: -5.373754, lr_disc: 0.000010
+2023-03-23 03:53:25,339 - INFO - [Train] step: 121799, loss_mpn: 0.028670, loss_rec: 0.111708, loss_semantic: 1.072892, loss_idmrf: 5.724705, loss_adv_gen: -188.086609, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:53:56,233 - INFO - [Train] step: 121899, loss_adv_disc: 0.728857, lr_disc: 0.000010
+2023-03-23 03:53:56,447 - INFO - [Train] step: 121899, loss_mpn: 0.027997, loss_rec: 0.060214, loss_semantic: 0.589780, loss_idmrf: 2.439107, loss_adv_gen: -186.709457, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:54:27,567 - INFO - [Train] step: 121999, loss_adv_disc: 1.408358, lr_disc: 0.000010
+2023-03-23 03:54:27,770 - INFO - [Train] step: 121999, loss_mpn: 0.034261, loss_rec: 0.073718, loss_semantic: 0.739308, loss_idmrf: 4.530696, loss_adv_gen: -182.150085, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:55:20,321 - INFO - [Eval] step: 121999, bce: 0.083524, psnr: 23.875443, ssim: 0.811873, lpips: 0.149456
+2023-03-23 03:55:54,201 - INFO - [Train] step: 122099, loss_adv_disc: -8.345625, lr_disc: 0.000010
+2023-03-23 03:55:54,409 - INFO - [Train] step: 122099, loss_mpn: 0.015674, loss_rec: 0.085127, loss_semantic: 0.778825, loss_idmrf: 4.421119, loss_adv_gen: -179.166824, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:56:25,221 - INFO - [Train] step: 122199, loss_adv_disc: 3.046888, lr_disc: 0.000010
+2023-03-23 03:56:25,424 - INFO - [Train] step: 122199, loss_mpn: 0.040890, loss_rec: 0.034677, loss_semantic: 0.436714, loss_idmrf: 1.277845, loss_adv_gen: -239.240173, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:56:56,720 - INFO - [Train] step: 122299, loss_adv_disc: -7.372970, lr_disc: 0.000010
+2023-03-23 03:56:56,940 - INFO - [Train] step: 122299, loss_mpn: 0.032882, loss_rec: 0.092984, loss_semantic: 1.035409, loss_idmrf: 4.901554, loss_adv_gen: -250.834503, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:57:28,399 - INFO - [Train] step: 122399, loss_adv_disc: -1.933404, lr_disc: 0.000010
+2023-03-23 03:57:28,605 - INFO - [Train] step: 122399, loss_mpn: 0.022703, loss_rec: 0.106283, loss_semantic: 0.969557, loss_idmrf: 2.889944, loss_adv_gen: -235.682892, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:58:00,227 - INFO - [Train] step: 122499, loss_adv_disc: 0.346843, lr_disc: 0.000010
+2023-03-23 03:58:00,432 - INFO - [Train] step: 122499, loss_mpn: 0.035020, loss_rec: 0.055717, loss_semantic: 0.647708, loss_idmrf: 3.257737, loss_adv_gen: -198.491562, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:58:31,442 - INFO - [Train] step: 122599, loss_adv_disc: 1.342433, lr_disc: 0.000010
+2023-03-23 03:58:31,647 - INFO - [Train] step: 122599, loss_mpn: 0.015282, loss_rec: 0.042779, loss_semantic: 0.616303, loss_idmrf: 2.208215, loss_adv_gen: -228.494293, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:59:03,242 - INFO - [Train] step: 122699, loss_adv_disc: 3.676049, lr_disc: 0.000010
+2023-03-23 03:59:03,455 - INFO - [Train] step: 122699, loss_mpn: 0.045241, loss_rec: 0.059604, loss_semantic: 0.905056, loss_idmrf: 5.700482, loss_adv_gen: -140.336807, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 03:59:34,462 - INFO - [Train] step: 122799, loss_adv_disc: 2.657344, lr_disc: 0.000010
+2023-03-23 03:59:34,666 - INFO - [Train] step: 122799, loss_mpn: 0.022758, loss_rec: 0.036254, loss_semantic: 0.461668, loss_idmrf: 2.508615, loss_adv_gen: -205.850739, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:00:06,033 - INFO - [Train] step: 122899, loss_adv_disc: -2.273683, lr_disc: 0.000010
+2023-03-23 04:00:06,237 - INFO - [Train] step: 122899, loss_mpn: 0.028449, loss_rec: 0.071698, loss_semantic: 0.908918, loss_idmrf: 5.296181, loss_adv_gen: -167.793488, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:00:37,344 - INFO - [Train] step: 122999, loss_adv_disc: -8.012750, lr_disc: 0.000010
+2023-03-23 04:00:37,547 - INFO - [Train] step: 122999, loss_mpn: 0.028927, loss_rec: 0.102754, loss_semantic: 0.961394, loss_idmrf: 4.058033, loss_adv_gen: -230.172256, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:01:30,327 - INFO - [Eval] step: 122999, bce: 0.083047, psnr: 23.924963, ssim: 0.810864, lpips: 0.148944
+2023-03-23 04:02:03,264 - INFO - [Train] step: 123099, loss_adv_disc: -0.854213, lr_disc: 0.000010
+2023-03-23 04:02:03,475 - INFO - [Train] step: 123099, loss_mpn: 0.023571, loss_rec: 0.050450, loss_semantic: 0.651553, loss_idmrf: 3.731459, loss_adv_gen: -196.725861, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:02:34,707 - INFO - [Train] step: 123199, loss_adv_disc: 1.917819, lr_disc: 0.000010
+2023-03-23 04:02:34,910 - INFO - [Train] step: 123199, loss_mpn: 0.040845, loss_rec: 0.066544, loss_semantic: 0.737220, loss_idmrf: 3.066576, loss_adv_gen: -236.042038, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:03:06,456 - INFO - [Train] step: 123299, loss_adv_disc: 2.393759, lr_disc: 0.000010
+2023-03-23 04:03:06,660 - INFO - [Train] step: 123299, loss_mpn: 0.015751, loss_rec: 0.031056, loss_semantic: 0.467196, loss_idmrf: 3.538864, loss_adv_gen: -178.816299, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:03:37,193 - INFO - [Train] step: 123399, loss_adv_disc: -5.448559, lr_disc: 0.000010
+2023-03-23 04:03:37,400 - INFO - [Train] step: 123399, loss_mpn: 0.020007, loss_rec: 0.100232, loss_semantic: 0.990786, loss_idmrf: 4.583321, loss_adv_gen: -211.367691, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:04:08,141 - INFO - [Train] step: 123499, loss_adv_disc: -15.797818, lr_disc: 0.000010
+2023-03-23 04:04:08,345 - INFO - [Train] step: 123499, loss_mpn: 0.019551, loss_rec: 0.117038, loss_semantic: 1.148849, loss_idmrf: 6.795313, loss_adv_gen: -208.067017, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:04:39,673 - INFO - [Train] step: 123599, loss_adv_disc: 4.121468, lr_disc: 0.000010
+2023-03-23 04:04:39,897 - INFO - [Train] step: 123599, loss_mpn: 0.040758, loss_rec: 0.068334, loss_semantic: 0.676016, loss_idmrf: 1.685033, loss_adv_gen: -239.415924, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:05:11,548 - INFO - [Train] step: 123699, loss_adv_disc: -11.141995, lr_disc: 0.000010
+2023-03-23 04:05:11,756 - INFO - [Train] step: 123699, loss_mpn: 0.020134, loss_rec: 0.166991, loss_semantic: 1.344954, loss_idmrf: 6.602932, loss_adv_gen: -205.848053, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:05:43,468 - INFO - [Train] step: 123799, loss_adv_disc: -0.277037, lr_disc: 0.000010
+2023-03-23 04:05:43,674 - INFO - [Train] step: 123799, loss_mpn: 0.038083, loss_rec: 0.066546, loss_semantic: 0.779474, loss_idmrf: 3.108196, loss_adv_gen: -231.756775, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:06:15,602 - INFO - [Train] step: 123899, loss_adv_disc: 2.445651, lr_disc: 0.000010
+2023-03-23 04:06:15,810 - INFO - [Train] step: 123899, loss_mpn: 0.021742, loss_rec: 0.041208, loss_semantic: 0.569411, loss_idmrf: 5.345509, loss_adv_gen: -147.320190, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:06:46,904 - INFO - [Train] step: 123999, loss_adv_disc: -5.551133, lr_disc: 0.000010
+2023-03-23 04:06:47,109 - INFO - [Train] step: 123999, loss_mpn: 0.032170, loss_rec: 0.071827, loss_semantic: 0.713503, loss_idmrf: 4.200648, loss_adv_gen: -166.387009, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:07:40,853 - INFO - [Eval] step: 123999, bce: 0.082605, psnr: 23.876471, ssim: 0.810598, lpips: 0.149474
+2023-03-23 04:08:13,325 - INFO - [Train] step: 124099, loss_adv_disc: 1.089799, lr_disc: 0.000010
+2023-03-23 04:08:13,526 - INFO - [Train] step: 124099, loss_mpn: 0.037557, loss_rec: 0.063206, loss_semantic: 0.618625, loss_idmrf: 4.599154, loss_adv_gen: -192.587158, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:08:44,121 - INFO - [Train] step: 124199, loss_adv_disc: -0.045102, lr_disc: 0.000010
+2023-03-23 04:08:44,323 - INFO - [Train] step: 124199, loss_mpn: 0.042263, loss_rec: 0.053595, loss_semantic: 0.708393, loss_idmrf: 4.797323, loss_adv_gen: -177.978241, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:09:15,448 - INFO - [Train] step: 124299, loss_adv_disc: -6.690140, lr_disc: 0.000010
+2023-03-23 04:09:15,665 - INFO - [Train] step: 124299, loss_mpn: 0.019339, loss_rec: 0.052690, loss_semantic: 0.650592, loss_idmrf: 3.338691, loss_adv_gen: -175.708084, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:09:46,328 - INFO - [Train] step: 124399, loss_adv_disc: -13.405897, lr_disc: 0.000010
+2023-03-23 04:09:46,522 - INFO - [Train] step: 124399, loss_mpn: 0.016026, loss_rec: 0.135580, loss_semantic: 1.016442, loss_idmrf: 7.124897, loss_adv_gen: -182.219803, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:10:17,521 - INFO - [Train] step: 124499, loss_adv_disc: -2.058454, lr_disc: 0.000010
+2023-03-23 04:10:17,741 - INFO - [Train] step: 124499, loss_mpn: 0.017553, loss_rec: 0.036841, loss_semantic: 0.532422, loss_idmrf: 2.239311, loss_adv_gen: -238.588318, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:10:48,791 - INFO - [Train] step: 124599, loss_adv_disc: 3.048185, lr_disc: 0.000010
+2023-03-23 04:10:48,993 - INFO - [Train] step: 124599, loss_mpn: 0.041000, loss_rec: 0.044726, loss_semantic: 0.596772, loss_idmrf: 3.350188, loss_adv_gen: -192.926331, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:11:19,976 - INFO - [Train] step: 124699, loss_adv_disc: -9.488473, lr_disc: 0.000010
+2023-03-23 04:11:20,177 - INFO - [Train] step: 124699, loss_mpn: 0.020346, loss_rec: 0.083426, loss_semantic: 0.726611, loss_idmrf: 3.972551, loss_adv_gen: -197.941299, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:11:52,156 - INFO - [Train] step: 124799, loss_adv_disc: -0.611843, lr_disc: 0.000010
+2023-03-23 04:11:52,360 - INFO - [Train] step: 124799, loss_mpn: 0.050243, loss_rec: 0.087346, loss_semantic: 1.018246, loss_idmrf: 4.996884, loss_adv_gen: -215.723419, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:12:23,021 - INFO - [Train] step: 124899, loss_adv_disc: -11.162295, lr_disc: 0.000010
+2023-03-23 04:12:23,229 - INFO - [Train] step: 124899, loss_mpn: 0.032655, loss_rec: 0.167698, loss_semantic: 1.283359, loss_idmrf: 6.748338, loss_adv_gen: -232.820984, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:12:53,946 - INFO - [Train] step: 124999, loss_adv_disc: 0.408658, lr_disc: 0.000010
+2023-03-23 04:12:54,150 - INFO - [Train] step: 124999, loss_mpn: 0.040400, loss_rec: 0.039152, loss_semantic: 0.496135, loss_idmrf: 4.637387, loss_adv_gen: -152.431610, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:13:47,025 - INFO - [Eval] step: 124999, bce: 0.086248, psnr: 23.906639, ssim: 0.810111, lpips: 0.149759
+2023-03-23 04:14:21,091 - INFO - [Train] step: 125099, loss_adv_disc: -1.831304, lr_disc: 0.000010
+2023-03-23 04:14:21,302 - INFO - [Train] step: 125099, loss_mpn: 0.024751, loss_rec: 0.073896, loss_semantic: 0.839802, loss_idmrf: 3.683080, loss_adv_gen: -230.779480, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:14:52,867 - INFO - [Train] step: 125199, loss_adv_disc: 2.132217, lr_disc: 0.000010
+2023-03-23 04:14:53,069 - INFO - [Train] step: 125199, loss_mpn: 0.029810, loss_rec: 0.076371, loss_semantic: 0.841182, loss_idmrf: 3.774085, loss_adv_gen: -248.581970, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:15:24,201 - INFO - [Train] step: 125299, loss_adv_disc: 0.435410, lr_disc: 0.000010
+2023-03-23 04:15:24,403 - INFO - [Train] step: 125299, loss_mpn: 0.049401, loss_rec: 0.057008, loss_semantic: 0.687538, loss_idmrf: 3.897765, loss_adv_gen: -184.655304, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:15:55,241 - INFO - [Train] step: 125399, loss_adv_disc: 0.244106, lr_disc: 0.000010
+2023-03-23 04:15:55,447 - INFO - [Train] step: 125399, loss_mpn: 0.019057, loss_rec: 0.048630, loss_semantic: 0.465953, loss_idmrf: 1.510103, loss_adv_gen: -204.339783, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:16:26,616 - INFO - [Train] step: 125499, loss_adv_disc: -1.597163, lr_disc: 0.000010
+2023-03-23 04:16:26,825 - INFO - [Train] step: 125499, loss_mpn: 0.014125, loss_rec: 0.110131, loss_semantic: 0.831194, loss_idmrf: 3.727726, loss_adv_gen: -271.434570, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:16:58,145 - INFO - [Train] step: 125599, loss_adv_disc: -0.882987, lr_disc: 0.000010
+2023-03-23 04:16:58,349 - INFO - [Train] step: 125599, loss_mpn: 0.022180, loss_rec: 0.049818, loss_semantic: 0.632253, loss_idmrf: 4.422563, loss_adv_gen: -158.112946, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:17:29,707 - INFO - [Train] step: 125699, loss_adv_disc: -5.494025, lr_disc: 0.000010
+2023-03-23 04:17:29,920 - INFO - [Train] step: 125699, loss_mpn: 0.026944, loss_rec: 0.066355, loss_semantic: 0.773705, loss_idmrf: 4.443552, loss_adv_gen: -174.994949, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:18:01,701 - INFO - [Train] step: 125799, loss_adv_disc: -0.129578, lr_disc: 0.000010
+2023-03-23 04:18:01,906 - INFO - [Train] step: 125799, loss_mpn: 0.028740, loss_rec: 0.099526, loss_semantic: 0.681373, loss_idmrf: 5.568562, loss_adv_gen: -199.698853, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:18:32,381 - INFO - [Train] step: 125899, loss_adv_disc: -8.705234, lr_disc: 0.000010
+2023-03-23 04:18:32,598 - INFO - [Train] step: 125899, loss_mpn: 0.018411, loss_rec: 0.076522, loss_semantic: 0.628155, loss_idmrf: 4.876224, loss_adv_gen: -200.693268, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:19:03,583 - INFO - [Train] step: 125999, loss_adv_disc: -3.388457, lr_disc: 0.000010
+2023-03-23 04:19:03,793 - INFO - [Train] step: 125999, loss_mpn: 0.024611, loss_rec: 0.088968, loss_semantic: 0.927887, loss_idmrf: 5.691357, loss_adv_gen: -171.973740, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:19:56,298 - INFO - [Eval] step: 125999, bce: 0.087095, psnr: 23.875195, ssim: 0.808981, lpips: 0.148654
+2023-03-23 04:20:30,224 - INFO - [Train] step: 126099, loss_adv_disc: -1.329301, lr_disc: 0.000010
+2023-03-23 04:20:30,430 - INFO - [Train] step: 126099, loss_mpn: 0.025929, loss_rec: 0.072260, loss_semantic: 0.764760, loss_idmrf: 3.754605, loss_adv_gen: -233.184906, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:21:01,520 - INFO - [Train] step: 126199, loss_adv_disc: -5.648761, lr_disc: 0.000010
+2023-03-23 04:21:01,728 - INFO - [Train] step: 126199, loss_mpn: 0.030800, loss_rec: 0.103192, loss_semantic: 1.129534, loss_idmrf: 5.139085, loss_adv_gen: -228.980164, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:21:32,422 - INFO - [Train] step: 126299, loss_adv_disc: 1.580651, lr_disc: 0.000010
+2023-03-23 04:21:32,634 - INFO - [Train] step: 126299, loss_mpn: 0.028813, loss_rec: 0.033540, loss_semantic: 0.481986, loss_idmrf: 2.571675, loss_adv_gen: -184.218979, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:22:03,368 - INFO - [Train] step: 126399, loss_adv_disc: -4.886735, lr_disc: 0.000010
+2023-03-23 04:22:03,572 - INFO - [Train] step: 126399, loss_mpn: 0.033401, loss_rec: 0.050398, loss_semantic: 0.543536, loss_idmrf: 3.254252, loss_adv_gen: -239.308685, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:22:34,547 - INFO - [Train] step: 126499, loss_adv_disc: -4.141757, lr_disc: 0.000010
+2023-03-23 04:22:34,756 - INFO - [Train] step: 126499, loss_mpn: 0.045172, loss_rec: 0.100612, loss_semantic: 1.004764, loss_idmrf: 3.273194, loss_adv_gen: -218.518616, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:23:05,446 - INFO - [Train] step: 126599, loss_adv_disc: 0.179688, lr_disc: 0.000010
+2023-03-23 04:23:05,654 - INFO - [Train] step: 126599, loss_mpn: 0.016002, loss_rec: 0.062951, loss_semantic: 0.724982, loss_idmrf: 4.436897, loss_adv_gen: -180.503784, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:23:37,039 - INFO - [Train] step: 126699, loss_adv_disc: -4.834984, lr_disc: 0.000010
+2023-03-23 04:23:37,248 - INFO - [Train] step: 126699, loss_mpn: 0.016869, loss_rec: 0.060860, loss_semantic: 0.828034, loss_idmrf: 5.048793, loss_adv_gen: -187.569946, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:24:09,086 - INFO - [Train] step: 126799, loss_adv_disc: 2.545186, lr_disc: 0.000010
+2023-03-23 04:24:09,290 - INFO - [Train] step: 126799, loss_mpn: 0.027113, loss_rec: 0.051252, loss_semantic: 0.554344, loss_idmrf: 2.427951, loss_adv_gen: -239.791565, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:24:40,562 - INFO - [Train] step: 126899, loss_adv_disc: -2.035741, lr_disc: 0.000010
+2023-03-23 04:24:40,770 - INFO - [Train] step: 126899, loss_mpn: 0.027318, loss_rec: 0.082416, loss_semantic: 0.833548, loss_idmrf: 4.957958, loss_adv_gen: -194.337311, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:25:11,673 - INFO - [Train] step: 126999, loss_adv_disc: -7.174281, lr_disc: 0.000010
+2023-03-23 04:25:11,878 - INFO - [Train] step: 126999, loss_mpn: 0.025870, loss_rec: 0.140231, loss_semantic: 1.015929, loss_idmrf: 5.411850, loss_adv_gen: -230.485901, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:26:04,726 - INFO - [Eval] step: 126999, bce: 0.086822, psnr: 23.877512, ssim: 0.810841, lpips: 0.148975
+2023-03-23 04:26:38,294 - INFO - [Train] step: 127099, loss_adv_disc: -10.143436, lr_disc: 0.000010
+2023-03-23 04:26:38,496 - INFO - [Train] step: 127099, loss_mpn: 0.053463, loss_rec: 0.115540, loss_semantic: 1.018218, loss_idmrf: 4.845471, loss_adv_gen: -200.901276, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:27:09,076 - INFO - [Train] step: 127199, loss_adv_disc: -21.049526, lr_disc: 0.000010
+2023-03-23 04:27:09,282 - INFO - [Train] step: 127199, loss_mpn: 0.030984, loss_rec: 0.138612, loss_semantic: 1.159033, loss_idmrf: 4.851363, loss_adv_gen: -215.636505, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:27:40,245 - INFO - [Train] step: 127299, loss_adv_disc: 2.195371, lr_disc: 0.000010
+2023-03-23 04:27:40,458 - INFO - [Train] step: 127299, loss_mpn: 0.016004, loss_rec: 0.131444, loss_semantic: 1.003195, loss_idmrf: 3.773562, loss_adv_gen: -208.270508, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:28:11,343 - INFO - [Train] step: 127399, loss_adv_disc: 4.344172, lr_disc: 0.000010
+2023-03-23 04:28:11,544 - INFO - [Train] step: 127399, loss_mpn: 0.020436, loss_rec: 0.063675, loss_semantic: 0.749575, loss_idmrf: 2.882836, loss_adv_gen: -247.343994, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:28:42,508 - INFO - [Train] step: 127499, loss_adv_disc: -5.593181, lr_disc: 0.000010
+2023-03-23 04:28:42,709 - INFO - [Train] step: 127499, loss_mpn: 0.018199, loss_rec: 0.100226, loss_semantic: 0.826641, loss_idmrf: 5.382589, loss_adv_gen: -171.217270, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:29:13,958 - INFO - [Train] step: 127599, loss_adv_disc: 6.044910, lr_disc: 0.000010
+2023-03-23 04:29:14,161 - INFO - [Train] step: 127599, loss_mpn: 0.059250, loss_rec: 0.089056, loss_semantic: 0.948447, loss_idmrf: 7.901980, loss_adv_gen: -222.171722, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:29:44,972 - INFO - [Train] step: 127699, loss_adv_disc: -0.954208, lr_disc: 0.000010
+2023-03-23 04:29:45,178 - INFO - [Train] step: 127699, loss_mpn: 0.023807, loss_rec: 0.076680, loss_semantic: 0.798123, loss_idmrf: 4.001464, loss_adv_gen: -179.305222, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:30:17,054 - INFO - [Train] step: 127799, loss_adv_disc: -11.592929, lr_disc: 0.000010
+2023-03-23 04:30:17,259 - INFO - [Train] step: 127799, loss_mpn: 0.040149, loss_rec: 0.136800, loss_semantic: 1.158075, loss_idmrf: 6.114685, loss_adv_gen: -238.658905, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:30:48,858 - INFO - [Train] step: 127899, loss_adv_disc: 8.428660, lr_disc: 0.000010
+2023-03-23 04:30:49,061 - INFO - [Train] step: 127899, loss_mpn: 0.024499, loss_rec: 0.117394, loss_semantic: 0.928719, loss_idmrf: 6.775892, loss_adv_gen: -195.923981, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:31:20,260 - INFO - [Train] step: 127999, loss_adv_disc: 0.866292, lr_disc: 0.000010
+2023-03-23 04:31:20,462 - INFO - [Train] step: 127999, loss_mpn: 0.028906, loss_rec: 0.034418, loss_semantic: 0.453196, loss_idmrf: 1.941505, loss_adv_gen: -199.822861, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:32:12,725 - INFO - [Eval] step: 127999, bce: 0.086419, psnr: 23.762506, ssim: 0.807580, lpips: 0.148355
+2023-03-23 04:32:45,737 - INFO - [Train] step: 128099, loss_adv_disc: 0.845023, lr_disc: 0.000010
+2023-03-23 04:32:45,943 - INFO - [Train] step: 128099, loss_mpn: 0.017540, loss_rec: 0.015865, loss_semantic: 0.372984, loss_idmrf: 1.135475, loss_adv_gen: -149.851730, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:33:16,974 - INFO - [Train] step: 128199, loss_adv_disc: -3.588777, lr_disc: 0.000010
+2023-03-23 04:33:17,179 - INFO - [Train] step: 128199, loss_mpn: 0.041484, loss_rec: 0.078865, loss_semantic: 0.836862, loss_idmrf: 3.924488, loss_adv_gen: -223.705048, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:33:48,154 - INFO - [Train] step: 128299, loss_adv_disc: -2.500545, lr_disc: 0.000010
+2023-03-23 04:33:48,360 - INFO - [Train] step: 128299, loss_mpn: 0.041753, loss_rec: 0.059775, loss_semantic: 0.815205, loss_idmrf: 3.170842, loss_adv_gen: -212.175262, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:34:19,684 - INFO - [Train] step: 128399, loss_adv_disc: -2.516455, lr_disc: 0.000010
+2023-03-23 04:34:19,888 - INFO - [Train] step: 128399, loss_mpn: 0.035968, loss_rec: 0.065977, loss_semantic: 0.665476, loss_idmrf: 4.653157, loss_adv_gen: -191.948624, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:34:51,287 - INFO - [Train] step: 128499, loss_adv_disc: -6.250887, lr_disc: 0.000010
+2023-03-23 04:34:51,491 - INFO - [Train] step: 128499, loss_mpn: 0.034125, loss_rec: 0.089532, loss_semantic: 0.779865, loss_idmrf: 4.825040, loss_adv_gen: -201.062790, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:35:22,428 - INFO - [Train] step: 128599, loss_adv_disc: 5.259153, lr_disc: 0.000010
+2023-03-23 04:35:22,634 - INFO - [Train] step: 128599, loss_mpn: 0.168677, loss_rec: 0.132965, loss_semantic: 1.008647, loss_idmrf: 5.824529, loss_adv_gen: -199.919449, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:35:53,479 - INFO - [Train] step: 128699, loss_adv_disc: 8.516813, lr_disc: 0.000010
+2023-03-23 04:35:53,686 - INFO - [Train] step: 128699, loss_mpn: 0.066520, loss_rec: 0.083375, loss_semantic: 0.743422, loss_idmrf: 4.755494, loss_adv_gen: -220.147888, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:36:25,158 - INFO - [Train] step: 128799, loss_adv_disc: -7.209462, lr_disc: 0.000010
+2023-03-23 04:36:25,366 - INFO - [Train] step: 128799, loss_mpn: 0.036812, loss_rec: 0.114781, loss_semantic: 0.932090, loss_idmrf: 5.633296, loss_adv_gen: -166.160248, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:36:57,549 - INFO - [Train] step: 128899, loss_adv_disc: -5.775826, lr_disc: 0.000010
+2023-03-23 04:36:57,758 - INFO - [Train] step: 128899, loss_mpn: 0.014568, loss_rec: 0.064239, loss_semantic: 0.743214, loss_idmrf: 3.740121, loss_adv_gen: -156.238190, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:37:28,968 - INFO - [Train] step: 128999, loss_adv_disc: -2.375827, lr_disc: 0.000010
+2023-03-23 04:37:29,175 - INFO - [Train] step: 128999, loss_mpn: 0.022649, loss_rec: 0.064372, loss_semantic: 0.685741, loss_idmrf: 3.380394, loss_adv_gen: -183.835007, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:38:21,489 - INFO - [Eval] step: 128999, bce: 0.089783, psnr: 23.915710, ssim: 0.810377, lpips: 0.148683
+2023-03-23 04:38:55,020 - INFO - [Train] step: 129099, loss_adv_disc: -2.359965, lr_disc: 0.000010
+2023-03-23 04:38:55,221 - INFO - [Train] step: 129099, loss_mpn: 0.050687, loss_rec: 0.059571, loss_semantic: 0.711764, loss_idmrf: 3.432262, loss_adv_gen: -189.082916, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:39:26,919 - INFO - [Train] step: 129199, loss_adv_disc: -12.257320, lr_disc: 0.000010
+2023-03-23 04:39:27,131 - INFO - [Train] step: 129199, loss_mpn: 0.034757, loss_rec: 0.075322, loss_semantic: 0.956373, loss_idmrf: 7.075321, loss_adv_gen: -164.096756, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:39:57,979 - INFO - [Train] step: 129299, loss_adv_disc: -1.582874, lr_disc: 0.000010
+2023-03-23 04:39:58,189 - INFO - [Train] step: 129299, loss_mpn: 0.054075, loss_rec: 0.072353, loss_semantic: 0.866365, loss_idmrf: 5.150067, loss_adv_gen: -241.220016, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:40:29,069 - INFO - [Train] step: 129399, loss_adv_disc: 1.701844, lr_disc: 0.000010
+2023-03-23 04:40:29,277 - INFO - [Train] step: 129399, loss_mpn: 0.041347, loss_rec: 0.051412, loss_semantic: 0.589018, loss_idmrf: 4.482720, loss_adv_gen: -154.696594, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:41:00,461 - INFO - [Train] step: 129499, loss_adv_disc: 5.610041, lr_disc: 0.000010
+2023-03-23 04:41:00,672 - INFO - [Train] step: 129499, loss_mpn: 0.049733, loss_rec: 0.044976, loss_semantic: 0.602980, loss_idmrf: 2.539541, loss_adv_gen: -205.557266, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:41:32,032 - INFO - [Train] step: 129599, loss_adv_disc: -8.142221, lr_disc: 0.000010
+2023-03-23 04:41:32,244 - INFO - [Train] step: 129599, loss_mpn: 0.029755, loss_rec: 0.085343, loss_semantic: 1.040230, loss_idmrf: 5.747284, loss_adv_gen: -182.405243, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:42:02,991 - INFO - [Train] step: 129699, loss_adv_disc: -10.438719, lr_disc: 0.000010
+2023-03-23 04:42:03,198 - INFO - [Train] step: 129699, loss_mpn: 0.032476, loss_rec: 0.091581, loss_semantic: 1.021115, loss_idmrf: 3.923236, loss_adv_gen: -233.193115, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:42:34,589 - INFO - [Train] step: 129799, loss_adv_disc: 1.774393, lr_disc: 0.000010
+2023-03-23 04:42:34,799 - INFO - [Train] step: 129799, loss_mpn: 0.027624, loss_rec: 0.048414, loss_semantic: 0.516283, loss_idmrf: 1.296279, loss_adv_gen: -216.221741, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:43:06,928 - INFO - [Train] step: 129899, loss_adv_disc: -3.655034, lr_disc: 0.000010
+2023-03-23 04:43:07,128 - INFO - [Train] step: 129899, loss_mpn: 0.012720, loss_rec: 0.067649, loss_semantic: 0.650056, loss_idmrf: 2.659088, loss_adv_gen: -235.592606, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:43:38,156 - INFO - [Train] step: 129999, loss_adv_disc: -3.219367, lr_disc: 0.000010
+2023-03-23 04:43:38,365 - INFO - [Train] step: 129999, loss_mpn: 0.028070, loss_rec: 0.100996, loss_semantic: 0.706391, loss_idmrf: 8.049901, loss_adv_gen: -161.777328, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:44:31,202 - INFO - [Eval] step: 129999, bce: 0.087809, psnr: 23.872927, ssim: 0.811260, lpips: 0.148245
+2023-03-23 04:45:05,011 - INFO - [Train] step: 130099, loss_adv_disc: 1.807214, lr_disc: 0.000010
+2023-03-23 04:45:05,226 - INFO - [Train] step: 130099, loss_mpn: 0.020402, loss_rec: 0.134787, loss_semantic: 1.213793, loss_idmrf: 4.573713, loss_adv_gen: -247.213470, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:45:36,606 - INFO - [Train] step: 130199, loss_adv_disc: -8.358738, lr_disc: 0.000010
+2023-03-23 04:45:36,815 - INFO - [Train] step: 130199, loss_mpn: 0.029532, loss_rec: 0.096334, loss_semantic: 0.843284, loss_idmrf: 6.196195, loss_adv_gen: -173.497787, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:46:07,615 - INFO - [Train] step: 130299, loss_adv_disc: -4.486019, lr_disc: 0.000010
+2023-03-23 04:46:07,831 - INFO - [Train] step: 130299, loss_mpn: 0.049033, loss_rec: 0.102389, loss_semantic: 0.934767, loss_idmrf: 4.840699, loss_adv_gen: -206.077515, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:46:38,872 - INFO - [Train] step: 130399, loss_adv_disc: -0.251584, lr_disc: 0.000010
+2023-03-23 04:46:39,074 - INFO - [Train] step: 130399, loss_mpn: 0.033446, loss_rec: 0.072929, loss_semantic: 0.843846, loss_idmrf: 3.608348, loss_adv_gen: -264.869019, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:47:10,020 - INFO - [Train] step: 130499, loss_adv_disc: -2.192881, lr_disc: 0.000010
+2023-03-23 04:47:10,221 - INFO - [Train] step: 130499, loss_mpn: 0.035225, loss_rec: 0.143440, loss_semantic: 1.171492, loss_idmrf: 4.234988, loss_adv_gen: -257.098328, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:47:40,879 - INFO - [Train] step: 130599, loss_adv_disc: -6.585129, lr_disc: 0.000010
+2023-03-23 04:47:41,082 - INFO - [Train] step: 130599, loss_mpn: 0.042806, loss_rec: 0.098573, loss_semantic: 0.829540, loss_idmrf: 5.339079, loss_adv_gen: -187.640625, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:48:12,220 - INFO - [Train] step: 130699, loss_adv_disc: -6.593020, lr_disc: 0.000010
+2023-03-23 04:48:12,426 - INFO - [Train] step: 130699, loss_mpn: 0.022781, loss_rec: 0.127368, loss_semantic: 0.949345, loss_idmrf: 3.298549, loss_adv_gen: -232.535126, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:48:43,511 - INFO - [Train] step: 130799, loss_adv_disc: -9.528847, lr_disc: 0.000010
+2023-03-23 04:48:43,721 - INFO - [Train] step: 130799, loss_mpn: 0.034171, loss_rec: 0.092289, loss_semantic: 0.955878, loss_idmrf: 4.594550, loss_adv_gen: -227.584503, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:49:15,181 - INFO - [Train] step: 130899, loss_adv_disc: -1.747133, lr_disc: 0.000010
+2023-03-23 04:49:15,384 - INFO - [Train] step: 130899, loss_mpn: 0.023046, loss_rec: 0.076810, loss_semantic: 0.788029, loss_idmrf: 4.500294, loss_adv_gen: -194.779785, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:49:46,691 - INFO - [Train] step: 130999, loss_adv_disc: 3.924018, lr_disc: 0.000010
+2023-03-23 04:49:46,894 - INFO - [Train] step: 130999, loss_mpn: 0.078299, loss_rec: 0.175937, loss_semantic: 1.307523, loss_idmrf: 5.548173, loss_adv_gen: -256.719177, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:50:40,029 - INFO - [Eval] step: 130999, bce: 0.083917, psnr: 23.659130, ssim: 0.809829, lpips: 0.149857
+2023-03-23 04:51:13,218 - INFO - [Train] step: 131099, loss_adv_disc: 2.423451, lr_disc: 0.000010
+2023-03-23 04:51:13,424 - INFO - [Train] step: 131099, loss_mpn: 0.015140, loss_rec: 0.037593, loss_semantic: 0.484798, loss_idmrf: 1.430789, loss_adv_gen: -218.286835, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:51:44,063 - INFO - [Train] step: 131199, loss_adv_disc: -2.374224, lr_disc: 0.000010
+2023-03-23 04:51:44,264 - INFO - [Train] step: 131199, loss_mpn: 0.036145, loss_rec: 0.060731, loss_semantic: 0.619991, loss_idmrf: 2.863833, loss_adv_gen: -200.509842, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:52:15,088 - INFO - [Train] step: 131299, loss_adv_disc: -12.866678, lr_disc: 0.000010
+2023-03-23 04:52:15,296 - INFO - [Train] step: 131299, loss_mpn: 0.027819, loss_rec: 0.121404, loss_semantic: 0.961362, loss_idmrf: 5.839678, loss_adv_gen: -205.825043, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:52:46,634 - INFO - [Train] step: 131399, loss_adv_disc: 3.239217, lr_disc: 0.000010
+2023-03-23 04:52:46,837 - INFO - [Train] step: 131399, loss_mpn: 0.030994, loss_rec: 0.057387, loss_semantic: 0.694045, loss_idmrf: 5.343809, loss_adv_gen: -151.504761, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:53:17,528 - INFO - [Train] step: 131499, loss_adv_disc: 1.748369, lr_disc: 0.000010
+2023-03-23 04:53:17,732 - INFO - [Train] step: 131499, loss_mpn: 0.041494, loss_rec: 0.087535, loss_semantic: 0.869377, loss_idmrf: 4.396935, loss_adv_gen: -205.128708, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:53:48,419 - INFO - [Train] step: 131599, loss_adv_disc: 1.691136, lr_disc: 0.000010
+2023-03-23 04:53:48,628 - INFO - [Train] step: 131599, loss_mpn: 0.008429, loss_rec: 0.031032, loss_semantic: 0.436609, loss_idmrf: 1.642371, loss_adv_gen: -238.646500, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:54:20,390 - INFO - [Train] step: 131699, loss_adv_disc: -0.090321, lr_disc: 0.000010
+2023-03-23 04:54:20,602 - INFO - [Train] step: 131699, loss_mpn: 0.014943, loss_rec: 0.055254, loss_semantic: 0.659423, loss_idmrf: 2.587291, loss_adv_gen: -198.396637, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:54:51,577 - INFO - [Train] step: 131799, loss_adv_disc: -8.946757, lr_disc: 0.000010
+2023-03-23 04:54:51,793 - INFO - [Train] step: 131799, loss_mpn: 0.026341, loss_rec: 0.094839, loss_semantic: 0.945945, loss_idmrf: 4.332595, loss_adv_gen: -195.641525, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:55:23,514 - INFO - [Train] step: 131899, loss_adv_disc: 0.344938, lr_disc: 0.000010
+2023-03-23 04:55:23,725 - INFO - [Train] step: 131899, loss_mpn: 0.038748, loss_rec: 0.055555, loss_semantic: 0.725457, loss_idmrf: 3.463130, loss_adv_gen: -235.925003, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:55:55,093 - INFO - [Train] step: 131999, loss_adv_disc: 0.747949, lr_disc: 0.000010
+2023-03-23 04:55:55,300 - INFO - [Train] step: 131999, loss_mpn: 0.038769, loss_rec: 0.052912, loss_semantic: 0.524403, loss_idmrf: 3.000605, loss_adv_gen: -206.768082, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:56:48,043 - INFO - [Eval] step: 131999, bce: 0.088699, psnr: 23.900427, ssim: 0.810517, lpips: 0.149635
+2023-03-23 04:57:21,591 - INFO - [Train] step: 132099, loss_adv_disc: 3.584760, lr_disc: 0.000010
+2023-03-23 04:57:21,799 - INFO - [Train] step: 132099, loss_mpn: 0.011817, loss_rec: 0.029168, loss_semantic: 0.545668, loss_idmrf: 2.209305, loss_adv_gen: -203.604279, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:57:52,676 - INFO - [Train] step: 132199, loss_adv_disc: 1.636865, lr_disc: 0.000010
+2023-03-23 04:57:52,883 - INFO - [Train] step: 132199, loss_mpn: 0.033399, loss_rec: 0.048962, loss_semantic: 0.645387, loss_idmrf: 4.347693, loss_adv_gen: -194.710892, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:58:23,709 - INFO - [Train] step: 132299, loss_adv_disc: 3.671900, lr_disc: 0.000010
+2023-03-23 04:58:23,921 - INFO - [Train] step: 132299, loss_mpn: 0.003248, loss_rec: 0.028968, loss_semantic: 0.340639, loss_idmrf: 1.130097, loss_adv_gen: -178.255005, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:58:55,487 - INFO - [Train] step: 132399, loss_adv_disc: -3.760994, lr_disc: 0.000010
+2023-03-23 04:58:55,696 - INFO - [Train] step: 132399, loss_mpn: 0.026592, loss_rec: 0.070091, loss_semantic: 0.828263, loss_idmrf: 3.627373, loss_adv_gen: -210.020370, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:59:26,943 - INFO - [Train] step: 132499, loss_adv_disc: -8.276697, lr_disc: 0.000010
+2023-03-23 04:59:27,159 - INFO - [Train] step: 132499, loss_mpn: 0.019021, loss_rec: 0.056671, loss_semantic: 0.733546, loss_idmrf: 4.061251, loss_adv_gen: -141.335190, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 04:59:58,439 - INFO - [Train] step: 132599, loss_adv_disc: -3.505815, lr_disc: 0.000010
+2023-03-23 04:59:58,649 - INFO - [Train] step: 132599, loss_mpn: 0.029057, loss_rec: 0.054863, loss_semantic: 0.698310, loss_idmrf: 2.558311, loss_adv_gen: -201.003586, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:00:29,699 - INFO - [Train] step: 132699, loss_adv_disc: 1.496938, lr_disc: 0.000010
+2023-03-23 05:00:29,905 - INFO - [Train] step: 132699, loss_mpn: 0.020096, loss_rec: 0.027274, loss_semantic: 0.443174, loss_idmrf: 2.196488, loss_adv_gen: -159.635895, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:01:01,090 - INFO - [Train] step: 132799, loss_adv_disc: 2.973406, lr_disc: 0.000010
+2023-03-23 05:01:01,308 - INFO - [Train] step: 132799, loss_mpn: 0.024752, loss_rec: 0.031368, loss_semantic: 0.445775, loss_idmrf: 1.186054, loss_adv_gen: -219.178040, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:01:32,781 - INFO - [Train] step: 132899, loss_adv_disc: 2.462549, lr_disc: 0.000010
+2023-03-23 05:01:32,992 - INFO - [Train] step: 132899, loss_mpn: 0.075950, loss_rec: 0.123575, loss_semantic: 1.056127, loss_idmrf: 6.842305, loss_adv_gen: -186.699921, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:02:04,841 - INFO - [Train] step: 132999, loss_adv_disc: -0.796689, lr_disc: 0.000010
+2023-03-23 05:02:05,051 - INFO - [Train] step: 132999, loss_mpn: 0.034694, loss_rec: 0.083602, loss_semantic: 0.757357, loss_idmrf: 2.903274, loss_adv_gen: -213.606659, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:02:57,592 - INFO - [Eval] step: 132999, bce: 0.083225, psnr: 23.983906, ssim: 0.812337, lpips: 0.149075
+2023-03-23 05:03:31,548 - INFO - [Train] step: 133099, loss_adv_disc: -1.112280, lr_disc: 0.000010
+2023-03-23 05:03:31,755 - INFO - [Train] step: 133099, loss_mpn: 0.027939, loss_rec: 0.067815, loss_semantic: 0.746036, loss_idmrf: 2.751679, loss_adv_gen: -211.608856, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:04:02,957 - INFO - [Train] step: 133199, loss_adv_disc: -0.502541, lr_disc: 0.000010
+2023-03-23 05:04:03,159 - INFO - [Train] step: 133199, loss_mpn: 0.036882, loss_rec: 0.052052, loss_semantic: 0.621737, loss_idmrf: 4.299838, loss_adv_gen: -220.229080, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:04:33,814 - INFO - [Train] step: 133299, loss_adv_disc: 0.819863, lr_disc: 0.000010
+2023-03-23 05:04:34,020 - INFO - [Train] step: 133299, loss_mpn: 0.010493, loss_rec: 0.035326, loss_semantic: 0.389320, loss_idmrf: 1.439562, loss_adv_gen: -170.860168, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:05:04,546 - INFO - [Train] step: 133399, loss_adv_disc: -7.494483, lr_disc: 0.000010
+2023-03-23 05:05:04,758 - INFO - [Train] step: 133399, loss_mpn: 0.020985, loss_rec: 0.146827, loss_semantic: 0.987238, loss_idmrf: 4.818686, loss_adv_gen: -183.890945, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:05:35,392 - INFO - [Train] step: 133499, loss_adv_disc: 0.785003, lr_disc: 0.000010
+2023-03-23 05:05:35,594 - INFO - [Train] step: 133499, loss_mpn: 0.010452, loss_rec: 0.036906, loss_semantic: 0.438885, loss_idmrf: 1.535713, loss_adv_gen: -173.849777, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:06:06,989 - INFO - [Train] step: 133599, loss_adv_disc: -1.326787, lr_disc: 0.000010
+2023-03-23 05:06:07,195 - INFO - [Train] step: 133599, loss_mpn: 0.018634, loss_rec: 0.061397, loss_semantic: 0.744564, loss_idmrf: 2.771045, loss_adv_gen: -223.062622, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:06:37,821 - INFO - [Train] step: 133699, loss_adv_disc: -2.806018, lr_disc: 0.000010
+2023-03-23 05:06:38,023 - INFO - [Train] step: 133699, loss_mpn: 0.031728, loss_rec: 0.073252, loss_semantic: 0.865311, loss_idmrf: 4.791542, loss_adv_gen: -177.220490, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:07:08,342 - INFO - [Train] step: 133799, loss_adv_disc: -4.204934, lr_disc: 0.000010
+2023-03-23 05:07:08,546 - INFO - [Train] step: 133799, loss_mpn: 0.029116, loss_rec: 0.109832, loss_semantic: 1.144589, loss_idmrf: 5.397614, loss_adv_gen: -217.872574, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:07:40,422 - INFO - [Train] step: 133899, loss_adv_disc: 4.234558, lr_disc: 0.000010
+2023-03-23 05:07:40,628 - INFO - [Train] step: 133899, loss_mpn: 0.040767, loss_rec: 0.039995, loss_semantic: 0.417051, loss_idmrf: 1.745869, loss_adv_gen: -184.443207, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:08:12,493 - INFO - [Train] step: 133999, loss_adv_disc: -9.847563, lr_disc: 0.000010
+2023-03-23 05:08:12,704 - INFO - [Train] step: 133999, loss_mpn: 0.056329, loss_rec: 0.153385, loss_semantic: 1.013386, loss_idmrf: 5.923831, loss_adv_gen: -200.117630, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:09:05,730 - INFO - [Eval] step: 133999, bce: 0.083579, psnr: 23.910946, ssim: 0.811228, lpips: 0.147786
+2023-03-23 05:09:39,040 - INFO - [Train] step: 134099, loss_adv_disc: -12.985315, lr_disc: 0.000010
+2023-03-23 05:09:39,252 - INFO - [Train] step: 134099, loss_mpn: 0.026800, loss_rec: 0.167539, loss_semantic: 1.392860, loss_idmrf: 6.630225, loss_adv_gen: -222.176605, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:10:10,526 - INFO - [Train] step: 134199, loss_adv_disc: 3.906134, lr_disc: 0.000010
+2023-03-23 05:10:10,732 - INFO - [Train] step: 134199, loss_mpn: 0.040268, loss_rec: 0.028209, loss_semantic: 0.466286, loss_idmrf: 1.296607, loss_adv_gen: -151.500168, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:10:42,261 - INFO - [Train] step: 134299, loss_adv_disc: -1.272064, lr_disc: 0.000010
+2023-03-23 05:10:42,469 - INFO - [Train] step: 134299, loss_mpn: 0.013694, loss_rec: 0.037400, loss_semantic: 0.514776, loss_idmrf: 2.904777, loss_adv_gen: -186.752899, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:11:13,445 - INFO - [Train] step: 134399, loss_adv_disc: -2.899086, lr_disc: 0.000010
+2023-03-23 05:11:13,652 - INFO - [Train] step: 134399, loss_mpn: 0.026544, loss_rec: 0.074001, loss_semantic: 0.932983, loss_idmrf: 5.135436, loss_adv_gen: -199.581833, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:11:44,724 - INFO - [Train] step: 134499, loss_adv_disc: 1.776720, lr_disc: 0.000010
+2023-03-23 05:11:44,929 - INFO - [Train] step: 134499, loss_mpn: 0.053484, loss_rec: 0.067054, loss_semantic: 0.789807, loss_idmrf: 4.291712, loss_adv_gen: -269.924438, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:12:15,674 - INFO - [Train] step: 134599, loss_adv_disc: -2.245529, lr_disc: 0.000010
+2023-03-23 05:12:15,884 - INFO - [Train] step: 134599, loss_mpn: 0.044140, loss_rec: 0.061527, loss_semantic: 0.834517, loss_idmrf: 5.679822, loss_adv_gen: -186.367889, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:12:46,540 - INFO - [Train] step: 134699, loss_adv_disc: -2.659401, lr_disc: 0.000010
+2023-03-23 05:12:46,748 - INFO - [Train] step: 134699, loss_mpn: 0.026109, loss_rec: 0.059974, loss_semantic: 0.754920, loss_idmrf: 4.663625, loss_adv_gen: -198.874710, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:13:17,697 - INFO - [Train] step: 134799, loss_adv_disc: -9.089698, lr_disc: 0.000010
+2023-03-23 05:13:17,903 - INFO - [Train] step: 134799, loss_mpn: 0.030687, loss_rec: 0.096020, loss_semantic: 0.814883, loss_idmrf: 3.066052, loss_adv_gen: -246.165588, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:13:48,833 - INFO - [Train] step: 134899, loss_adv_disc: -0.240989, lr_disc: 0.000010
+2023-03-23 05:13:49,041 - INFO - [Train] step: 134899, loss_mpn: 0.045972, loss_rec: 0.027218, loss_semantic: 0.575327, loss_idmrf: 4.170713, loss_adv_gen: -116.270195, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:14:20,359 - INFO - [Train] step: 134999, loss_adv_disc: -2.815563, lr_disc: 0.000010
+2023-03-23 05:14:20,577 - INFO - [Train] step: 134999, loss_mpn: 0.031007, loss_rec: 0.058938, loss_semantic: 0.777884, loss_idmrf: 6.300342, loss_adv_gen: -150.320282, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:15:13,630 - INFO - [Eval] step: 134999, bce: 0.082182, psnr: 24.153149, ssim: 0.815645, lpips: 0.148683
+2023-03-23 05:15:47,463 - INFO - [Train] step: 135099, loss_adv_disc: 2.075040, lr_disc: 0.000010
+2023-03-23 05:15:47,666 - INFO - [Train] step: 135099, loss_mpn: 0.066204, loss_rec: 0.073894, loss_semantic: 0.920918, loss_idmrf: 4.323743, loss_adv_gen: -218.226013, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:16:18,764 - INFO - [Train] step: 135199, loss_adv_disc: -0.951594, lr_disc: 0.000010
+2023-03-23 05:16:18,976 - INFO - [Train] step: 135199, loss_mpn: 0.028146, loss_rec: 0.059416, loss_semantic: 0.674460, loss_idmrf: 5.283683, loss_adv_gen: -143.801361, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:16:49,804 - INFO - [Train] step: 135299, loss_adv_disc: 0.736181, lr_disc: 0.000010
+2023-03-23 05:16:50,016 - INFO - [Train] step: 135299, loss_mpn: 0.132001, loss_rec: 0.090382, loss_semantic: 0.741369, loss_idmrf: 3.792685, loss_adv_gen: -217.730881, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:17:21,109 - INFO - [Train] step: 135399, loss_adv_disc: -1.921683, lr_disc: 0.000010
+2023-03-23 05:17:21,315 - INFO - [Train] step: 135399, loss_mpn: 0.067230, loss_rec: 0.039872, loss_semantic: 0.518029, loss_idmrf: 2.337264, loss_adv_gen: -168.705841, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:17:52,326 - INFO - [Train] step: 135499, loss_adv_disc: -1.296573, lr_disc: 0.000010
+2023-03-23 05:17:52,531 - INFO - [Train] step: 135499, loss_mpn: 0.018677, loss_rec: 0.087793, loss_semantic: 0.784949, loss_idmrf: 5.711981, loss_adv_gen: -159.858200, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:18:23,534 - INFO - [Train] step: 135599, loss_adv_disc: -12.744318, lr_disc: 0.000010
+2023-03-23 05:18:23,745 - INFO - [Train] step: 135599, loss_mpn: 0.032245, loss_rec: 0.169583, loss_semantic: 1.175013, loss_idmrf: 5.685745, loss_adv_gen: -210.092285, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:18:54,766 - INFO - [Train] step: 135699, loss_adv_disc: -0.814816, lr_disc: 0.000010
+2023-03-23 05:18:54,973 - INFO - [Train] step: 135699, loss_mpn: 0.044583, loss_rec: 0.064772, loss_semantic: 0.780020, loss_idmrf: 4.505776, loss_adv_gen: -189.254578, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:19:26,422 - INFO - [Train] step: 135799, loss_adv_disc: 0.114120, lr_disc: 0.000010
+2023-03-23 05:19:26,634 - INFO - [Train] step: 135799, loss_mpn: 0.016374, loss_rec: 0.039691, loss_semantic: 0.457480, loss_idmrf: 1.603325, loss_adv_gen: -186.040405, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:19:57,647 - INFO - [Train] step: 135899, loss_adv_disc: 0.373856, lr_disc: 0.000010
+2023-03-23 05:19:57,852 - INFO - [Train] step: 135899, loss_mpn: 0.022958, loss_rec: 0.050826, loss_semantic: 0.571227, loss_idmrf: 3.788128, loss_adv_gen: -170.698624, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:20:29,261 - INFO - [Train] step: 135999, loss_adv_disc: -1.231179, lr_disc: 0.000010
+2023-03-23 05:20:29,467 - INFO - [Train] step: 135999, loss_mpn: 0.055320, loss_rec: 0.076373, loss_semantic: 0.926708, loss_idmrf: 6.049149, loss_adv_gen: -207.152725, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:21:22,933 - INFO - [Eval] step: 135999, bce: 0.085953, psnr: 23.904854, ssim: 0.810507, lpips: 0.148811
+2023-03-23 05:21:56,941 - INFO - [Train] step: 136099, loss_adv_disc: -10.383300, lr_disc: 0.000010
+2023-03-23 05:21:57,150 - INFO - [Train] step: 136099, loss_mpn: 0.036573, loss_rec: 0.105660, loss_semantic: 1.174158, loss_idmrf: 6.531048, loss_adv_gen: -183.220001, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:22:28,429 - INFO - [Train] step: 136199, loss_adv_disc: -1.934035, lr_disc: 0.000010
+2023-03-23 05:22:28,635 - INFO - [Train] step: 136199, loss_mpn: 0.012743, loss_rec: 0.040363, loss_semantic: 0.508719, loss_idmrf: 0.920236, loss_adv_gen: -191.431396, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:22:59,770 - INFO - [Train] step: 136299, loss_adv_disc: -7.237086, lr_disc: 0.000010
+2023-03-23 05:22:59,974 - INFO - [Train] step: 136299, loss_mpn: 0.044722, loss_rec: 0.100453, loss_semantic: 0.929979, loss_idmrf: 5.525985, loss_adv_gen: -195.606232, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:23:31,268 - INFO - [Train] step: 136399, loss_adv_disc: -2.477156, lr_disc: 0.000010
+2023-03-23 05:23:31,474 - INFO - [Train] step: 136399, loss_mpn: 0.030899, loss_rec: 0.030880, loss_semantic: 0.623709, loss_idmrf: 4.726284, loss_adv_gen: -133.460495, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:24:02,725 - INFO - [Train] step: 136499, loss_adv_disc: 5.089728, lr_disc: 0.000010
+2023-03-23 05:24:02,931 - INFO - [Train] step: 136499, loss_mpn: 0.025335, loss_rec: 0.059559, loss_semantic: 0.560661, loss_idmrf: 3.481978, loss_adv_gen: -152.101288, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:24:33,915 - INFO - [Train] step: 136599, loss_adv_disc: 4.132225, lr_disc: 0.000010
+2023-03-23 05:24:34,128 - INFO - [Train] step: 136599, loss_mpn: 0.030555, loss_rec: 0.115569, loss_semantic: 0.926438, loss_idmrf: 4.384214, loss_adv_gen: -177.515045, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:25:06,302 - INFO - [Train] step: 136699, loss_adv_disc: -3.103481, lr_disc: 0.000010
+2023-03-23 05:25:06,507 - INFO - [Train] step: 136699, loss_mpn: 0.055591, loss_rec: 0.081509, loss_semantic: 1.002259, loss_idmrf: 3.761274, loss_adv_gen: -227.547913, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:25:37,951 - INFO - [Train] step: 136799, loss_adv_disc: -1.164644, lr_disc: 0.000010
+2023-03-23 05:25:38,161 - INFO - [Train] step: 136799, loss_mpn: 0.031297, loss_rec: 0.080090, loss_semantic: 0.894289, loss_idmrf: 4.723881, loss_adv_gen: -209.004333, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:26:09,464 - INFO - [Train] step: 136899, loss_adv_disc: -1.448755, lr_disc: 0.000010
+2023-03-23 05:26:09,665 - INFO - [Train] step: 136899, loss_mpn: 0.033907, loss_rec: 0.083672, loss_semantic: 0.727766, loss_idmrf: 3.460910, loss_adv_gen: -202.040512, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:26:41,734 - INFO - [Train] step: 136999, loss_adv_disc: -3.055139, lr_disc: 0.000010
+2023-03-23 05:26:41,939 - INFO - [Train] step: 136999, loss_mpn: 0.065429, loss_rec: 0.069123, loss_semantic: 0.718045, loss_idmrf: 2.584817, loss_adv_gen: -238.835983, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:27:35,678 - INFO - [Eval] step: 136999, bce: 0.086534, psnr: 24.048769, ssim: 0.813066, lpips: 0.148815
+2023-03-23 05:28:09,025 - INFO - [Train] step: 137099, loss_adv_disc: 2.944108, lr_disc: 0.000010
+2023-03-23 05:28:09,228 - INFO - [Train] step: 137099, loss_mpn: 0.020632, loss_rec: 0.037670, loss_semantic: 0.571219, loss_idmrf: 1.403770, loss_adv_gen: -238.414841, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:28:40,422 - INFO - [Train] step: 137199, loss_adv_disc: -16.791134, lr_disc: 0.000010
+2023-03-23 05:28:40,636 - INFO - [Train] step: 137199, loss_mpn: 0.015124, loss_rec: 0.120542, loss_semantic: 0.884638, loss_idmrf: 4.238353, loss_adv_gen: -159.881363, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:29:11,929 - INFO - [Train] step: 137299, loss_adv_disc: -2.185075, lr_disc: 0.000010
+2023-03-23 05:29:12,136 - INFO - [Train] step: 137299, loss_mpn: 0.019197, loss_rec: 0.116324, loss_semantic: 0.874824, loss_idmrf: 4.107485, loss_adv_gen: -158.924789, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:29:43,450 - INFO - [Train] step: 137399, loss_adv_disc: -1.400399, lr_disc: 0.000010
+2023-03-23 05:29:43,668 - INFO - [Train] step: 137399, loss_mpn: 0.023142, loss_rec: 0.061925, loss_semantic: 0.615574, loss_idmrf: 2.377143, loss_adv_gen: -237.922699, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:30:16,007 - INFO - [Train] step: 137499, loss_adv_disc: -3.739036, lr_disc: 0.000010
+2023-03-23 05:30:16,212 - INFO - [Train] step: 137499, loss_mpn: 0.033302, loss_rec: 0.096993, loss_semantic: 1.107710, loss_idmrf: 6.163528, loss_adv_gen: -203.226135, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:30:47,206 - INFO - [Train] step: 137599, loss_adv_disc: -25.605434, lr_disc: 0.000010
+2023-03-23 05:30:47,415 - INFO - [Train] step: 137599, loss_mpn: 0.086154, loss_rec: 0.154397, loss_semantic: 1.268602, loss_idmrf: 8.619575, loss_adv_gen: -165.237503, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:31:19,063 - INFO - [Train] step: 137699, loss_adv_disc: 1.553991, lr_disc: 0.000010
+2023-03-23 05:31:19,272 - INFO - [Train] step: 137699, loss_mpn: 0.030987, loss_rec: 0.033713, loss_semantic: 0.484766, loss_idmrf: 3.197827, loss_adv_gen: -169.450394, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:31:50,144 - INFO - [Train] step: 137799, loss_adv_disc: 0.085301, lr_disc: 0.000010
+2023-03-23 05:31:50,348 - INFO - [Train] step: 137799, loss_mpn: 0.038034, loss_rec: 0.057601, loss_semantic: 0.660439, loss_idmrf: 3.017783, loss_adv_gen: -194.535736, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:32:21,809 - INFO - [Train] step: 137899, loss_adv_disc: -0.844530, lr_disc: 0.000010
+2023-03-23 05:32:22,014 - INFO - [Train] step: 137899, loss_mpn: 0.010583, loss_rec: 0.037913, loss_semantic: 0.436109, loss_idmrf: 1.533535, loss_adv_gen: -171.650406, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:32:53,768 - INFO - [Train] step: 137999, loss_adv_disc: -1.962353, lr_disc: 0.000010
+2023-03-23 05:32:53,984 - INFO - [Train] step: 137999, loss_mpn: 0.034760, loss_rec: 0.070973, loss_semantic: 0.855712, loss_idmrf: 3.005518, loss_adv_gen: -224.467850, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:33:48,418 - INFO - [Eval] step: 137999, bce: 0.088331, psnr: 23.981617, ssim: 0.810616, lpips: 0.147785
+2023-03-23 05:34:21,938 - INFO - [Train] step: 138099, loss_adv_disc: -7.978710, lr_disc: 0.000010
+2023-03-23 05:34:22,144 - INFO - [Train] step: 138099, loss_mpn: 0.027705, loss_rec: 0.088920, loss_semantic: 0.975058, loss_idmrf: 5.085089, loss_adv_gen: -161.108780, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:34:53,353 - INFO - [Train] step: 138199, loss_adv_disc: 2.295761, lr_disc: 0.000010
+2023-03-23 05:34:53,557 - INFO - [Train] step: 138199, loss_mpn: 0.013323, loss_rec: 0.019389, loss_semantic: 0.346455, loss_idmrf: 1.679549, loss_adv_gen: -172.372574, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:35:24,631 - INFO - [Train] step: 138299, loss_adv_disc: 0.774809, lr_disc: 0.000010
+2023-03-23 05:35:24,835 - INFO - [Train] step: 138299, loss_mpn: 0.013042, loss_rec: 0.032684, loss_semantic: 0.488447, loss_idmrf: 1.456455, loss_adv_gen: -228.930267, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:35:55,699 - INFO - [Train] step: 138399, loss_adv_disc: -3.874203, lr_disc: 0.000010
+2023-03-23 05:35:55,921 - INFO - [Train] step: 138399, loss_mpn: 0.012546, loss_rec: 0.088674, loss_semantic: 0.750315, loss_idmrf: 4.090407, loss_adv_gen: -215.794403, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:36:27,376 - INFO - [Train] step: 138499, loss_adv_disc: 0.475379, lr_disc: 0.000010
+2023-03-23 05:36:27,589 - INFO - [Train] step: 138499, loss_mpn: 0.038902, loss_rec: 0.056685, loss_semantic: 0.695094, loss_idmrf: 3.489618, loss_adv_gen: -212.423248, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:36:58,963 - INFO - [Train] step: 138599, loss_adv_disc: 2.863193, lr_disc: 0.000010
+2023-03-23 05:36:59,170 - INFO - [Train] step: 138599, loss_mpn: 0.031104, loss_rec: 0.044462, loss_semantic: 0.473794, loss_idmrf: 2.384858, loss_adv_gen: -216.320450, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:37:29,700 - INFO - [Train] step: 138699, loss_adv_disc: -0.180787, lr_disc: 0.000010
+2023-03-23 05:37:29,903 - INFO - [Train] step: 138699, loss_mpn: 0.020295, loss_rec: 0.032708, loss_semantic: 0.516953, loss_idmrf: 3.100669, loss_adv_gen: -157.702103, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:38:01,300 - INFO - [Train] step: 138799, loss_adv_disc: 5.174978, lr_disc: 0.000010
+2023-03-23 05:38:01,504 - INFO - [Train] step: 138799, loss_mpn: 0.061076, loss_rec: 0.138610, loss_semantic: 1.045374, loss_idmrf: 4.836126, loss_adv_gen: -268.172333, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:38:32,864 - INFO - [Train] step: 138899, loss_adv_disc: 2.226123, lr_disc: 0.000010
+2023-03-23 05:38:33,065 - INFO - [Train] step: 138899, loss_mpn: 0.045533, loss_rec: 0.084322, loss_semantic: 0.863465, loss_idmrf: 4.517192, loss_adv_gen: -200.817795, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:39:04,327 - INFO - [Train] step: 138999, loss_adv_disc: 7.566414, lr_disc: 0.000010
+2023-03-23 05:39:04,538 - INFO - [Train] step: 138999, loss_mpn: 0.156664, loss_rec: 0.116623, loss_semantic: 1.186084, loss_idmrf: 6.221303, loss_adv_gen: -226.447678, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:39:58,113 - INFO - [Eval] step: 138999, bce: 0.084985, psnr: 23.962446, ssim: 0.812352, lpips: 0.148604
+2023-03-23 05:40:31,715 - INFO - [Train] step: 139099, loss_adv_disc: -8.393269, lr_disc: 0.000010
+2023-03-23 05:40:31,925 - INFO - [Train] step: 139099, loss_mpn: 0.018887, loss_rec: 0.150096, loss_semantic: 1.249927, loss_idmrf: 6.813169, loss_adv_gen: -179.230133, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:41:03,000 - INFO - [Train] step: 139199, loss_adv_disc: -2.140755, lr_disc: 0.000010
+2023-03-23 05:41:03,201 - INFO - [Train] step: 139199, loss_mpn: 0.037507, loss_rec: 0.089558, loss_semantic: 0.936800, loss_idmrf: 7.206693, loss_adv_gen: -168.907318, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:41:34,201 - INFO - [Train] step: 139299, loss_adv_disc: -2.745109, lr_disc: 0.000010
+2023-03-23 05:41:34,403 - INFO - [Train] step: 139299, loss_mpn: 0.013266, loss_rec: 0.088450, loss_semantic: 0.858090, loss_idmrf: 2.427738, loss_adv_gen: -268.479553, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:42:05,606 - INFO - [Train] step: 139399, loss_adv_disc: 1.919205, lr_disc: 0.000010
+2023-03-23 05:42:05,823 - INFO - [Train] step: 139399, loss_mpn: 0.034443, loss_rec: 0.025024, loss_semantic: 0.342477, loss_idmrf: 1.380038, loss_adv_gen: -159.675171, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:42:37,375 - INFO - [Train] step: 139499, loss_adv_disc: 1.403533, lr_disc: 0.000010
+2023-03-23 05:42:37,583 - INFO - [Train] step: 139499, loss_mpn: 0.014253, loss_rec: 0.051823, loss_semantic: 0.542443, loss_idmrf: 2.105492, loss_adv_gen: -215.387360, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:43:09,108 - INFO - [Train] step: 139599, loss_adv_disc: -6.941988, lr_disc: 0.000010
+2023-03-23 05:43:09,316 - INFO - [Train] step: 139599, loss_mpn: 0.080012, loss_rec: 0.089629, loss_semantic: 0.899630, loss_idmrf: 5.971851, loss_adv_gen: -197.702271, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:43:40,477 - INFO - [Train] step: 139699, loss_adv_disc: -3.211746, lr_disc: 0.000010
+2023-03-23 05:43:40,955 - INFO - [Train] step: 139699, loss_mpn: 0.014861, loss_rec: 0.072088, loss_semantic: 0.712740, loss_idmrf: 2.260181, loss_adv_gen: -249.455566, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:44:12,194 - INFO - [Train] step: 139799, loss_adv_disc: 3.013690, lr_disc: 0.000010
+2023-03-23 05:44:12,398 - INFO - [Train] step: 139799, loss_mpn: 0.006597, loss_rec: 0.021200, loss_semantic: 0.278053, loss_idmrf: 0.773513, loss_adv_gen: -240.163773, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:44:43,851 - INFO - [Train] step: 139899, loss_adv_disc: -4.311894, lr_disc: 0.000010
+2023-03-23 05:44:44,058 - INFO - [Train] step: 139899, loss_mpn: 0.033116, loss_rec: 0.095206, loss_semantic: 1.093170, loss_idmrf: 4.546197, loss_adv_gen: -242.161865, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:45:15,047 - INFO - [Train] step: 139999, loss_adv_disc: -5.343997, lr_disc: 0.000010
+2023-03-23 05:45:15,258 - INFO - [Train] step: 139999, loss_mpn: 0.024804, loss_rec: 0.067989, loss_semantic: 0.704703, loss_idmrf: 2.472548, loss_adv_gen: -227.096130, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:46:08,150 - INFO - [Eval] step: 139999, bce: 0.082953, psnr: 23.924347, ssim: 0.811561, lpips: 0.149193
+2023-03-23 05:46:42,727 - INFO - [Train] step: 140099, loss_adv_disc: -0.084143, lr_disc: 0.000010
+2023-03-23 05:46:42,932 - INFO - [Train] step: 140099, loss_mpn: 0.032531, loss_rec: 0.029836, loss_semantic: 0.438772, loss_idmrf: 2.456337, loss_adv_gen: -205.480148, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:47:13,928 - INFO - [Train] step: 140199, loss_adv_disc: 0.368707, lr_disc: 0.000010
+2023-03-23 05:47:14,137 - INFO - [Train] step: 140199, loss_mpn: 0.049628, loss_rec: 0.059659, loss_semantic: 0.689772, loss_idmrf: 3.164191, loss_adv_gen: -192.498596, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:47:45,334 - INFO - [Train] step: 140299, loss_adv_disc: 8.952537, lr_disc: 0.000010
+2023-03-23 05:47:45,551 - INFO - [Train] step: 140299, loss_mpn: 0.015595, loss_rec: 0.069793, loss_semantic: 0.619965, loss_idmrf: 5.428438, loss_adv_gen: -182.518692, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:48:16,765 - INFO - [Train] step: 140399, loss_adv_disc: 2.068523, lr_disc: 0.000010
+2023-03-23 05:48:16,973 - INFO - [Train] step: 140399, loss_mpn: 0.050746, loss_rec: 0.046751, loss_semantic: 0.470149, loss_idmrf: 1.797524, loss_adv_gen: -218.499481, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:48:47,918 - INFO - [Train] step: 140499, loss_adv_disc: 3.212781, lr_disc: 0.000010
+2023-03-23 05:48:48,125 - INFO - [Train] step: 140499, loss_mpn: 0.084281, loss_rec: 0.082269, loss_semantic: 0.879618, loss_idmrf: 3.405793, loss_adv_gen: -214.886230, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:49:19,150 - INFO - [Train] step: 140599, loss_adv_disc: -3.220689, lr_disc: 0.000010
+2023-03-23 05:49:19,360 - INFO - [Train] step: 140599, loss_mpn: 0.030154, loss_rec: 0.078392, loss_semantic: 0.817994, loss_idmrf: 3.405371, loss_adv_gen: -244.171204, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:49:50,706 - INFO - [Train] step: 140699, loss_adv_disc: -3.986387, lr_disc: 0.000010
+2023-03-23 05:49:50,915 - INFO - [Train] step: 140699, loss_mpn: 0.025890, loss_rec: 0.076138, loss_semantic: 0.713307, loss_idmrf: 3.794944, loss_adv_gen: -169.505737, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:50:22,201 - INFO - [Train] step: 140799, loss_adv_disc: -0.269073, lr_disc: 0.000010
+2023-03-23 05:50:22,407 - INFO - [Train] step: 140799, loss_mpn: 0.025858, loss_rec: 0.095049, loss_semantic: 0.850291, loss_idmrf: 4.618593, loss_adv_gen: -172.911636, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:50:53,722 - INFO - [Train] step: 140899, loss_adv_disc: -5.679890, lr_disc: 0.000010
+2023-03-23 05:50:53,930 - INFO - [Train] step: 140899, loss_mpn: 0.088523, loss_rec: 0.170644, loss_semantic: 1.239500, loss_idmrf: 4.857494, loss_adv_gen: -187.814804, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:51:25,239 - INFO - [Train] step: 140999, loss_adv_disc: -4.118340, lr_disc: 0.000010
+2023-03-23 05:51:25,460 - INFO - [Train] step: 140999, loss_mpn: 0.038647, loss_rec: 0.078507, loss_semantic: 0.959143, loss_idmrf: 5.394204, loss_adv_gen: -206.612442, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:52:19,970 - INFO - [Eval] step: 140999, bce: 0.085092, psnr: 23.918039, ssim: 0.809252, lpips: 0.149778
+2023-03-23 05:52:53,152 - INFO - [Train] step: 141099, loss_adv_disc: -0.585747, lr_disc: 0.000010
+2023-03-23 05:52:53,358 - INFO - [Train] step: 141099, loss_mpn: 0.040866, loss_rec: 0.046956, loss_semantic: 0.577890, loss_idmrf: 3.901897, loss_adv_gen: -173.137161, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:53:24,536 - INFO - [Train] step: 141199, loss_adv_disc: 2.513677, lr_disc: 0.000010
+2023-03-23 05:53:24,746 - INFO - [Train] step: 141199, loss_mpn: 0.021210, loss_rec: 0.029908, loss_semantic: 0.443459, loss_idmrf: 4.443760, loss_adv_gen: -183.284714, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:53:56,623 - INFO - [Train] step: 141299, loss_adv_disc: -7.628497, lr_disc: 0.000010
+2023-03-23 05:53:56,831 - INFO - [Train] step: 141299, loss_mpn: 0.026250, loss_rec: 0.116602, loss_semantic: 1.113112, loss_idmrf: 4.762239, loss_adv_gen: -231.143692, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:54:28,217 - INFO - [Train] step: 141399, loss_adv_disc: 2.934503, lr_disc: 0.000010
+2023-03-23 05:54:28,431 - INFO - [Train] step: 141399, loss_mpn: 0.047447, loss_rec: 0.069407, loss_semantic: 0.845564, loss_idmrf: 4.829885, loss_adv_gen: -206.870880, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:55:00,103 - INFO - [Train] step: 141499, loss_adv_disc: -1.031880, lr_disc: 0.000010
+2023-03-23 05:55:00,308 - INFO - [Train] step: 141499, loss_mpn: 0.036503, loss_rec: 0.060616, loss_semantic: 0.725059, loss_idmrf: 2.672306, loss_adv_gen: -213.760162, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:55:31,444 - INFO - [Train] step: 141599, loss_adv_disc: -0.468671, lr_disc: 0.000010
+2023-03-23 05:55:31,648 - INFO - [Train] step: 141599, loss_mpn: 0.015318, loss_rec: 0.022267, loss_semantic: 0.387971, loss_idmrf: 1.991829, loss_adv_gen: -140.895966, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:56:03,291 - INFO - [Train] step: 141699, loss_adv_disc: -0.633400, lr_disc: 0.000010
+2023-03-23 05:56:03,499 - INFO - [Train] step: 141699, loss_mpn: 0.026003, loss_rec: 0.060239, loss_semantic: 0.779012, loss_idmrf: 3.520484, loss_adv_gen: -221.530792, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:56:34,553 - INFO - [Train] step: 141799, loss_adv_disc: -9.232034, lr_disc: 0.000010
+2023-03-23 05:56:34,760 - INFO - [Train] step: 141799, loss_mpn: 0.014124, loss_rec: 0.100661, loss_semantic: 1.082923, loss_idmrf: 6.833718, loss_adv_gen: -146.380905, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:57:06,133 - INFO - [Train] step: 141899, loss_adv_disc: 2.275349, lr_disc: 0.000010
+2023-03-23 05:57:06,340 - INFO - [Train] step: 141899, loss_mpn: 0.015172, loss_rec: 0.031172, loss_semantic: 0.468683, loss_idmrf: 1.720550, loss_adv_gen: -218.012375, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:57:37,417 - INFO - [Train] step: 141999, loss_adv_disc: -7.415698, lr_disc: 0.000010
+2023-03-23 05:57:37,626 - INFO - [Train] step: 141999, loss_mpn: 0.039249, loss_rec: 0.113759, loss_semantic: 0.980375, loss_idmrf: 5.918906, loss_adv_gen: -177.080719, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:58:29,945 - INFO - [Eval] step: 141999, bce: 0.087044, psnr: 23.957382, ssim: 0.810537, lpips: 0.148160
+2023-03-23 05:59:03,481 - INFO - [Train] step: 142099, loss_adv_disc: -7.787671, lr_disc: 0.000010
+2023-03-23 05:59:03,686 - INFO - [Train] step: 142099, loss_mpn: 0.037096, loss_rec: 0.115354, loss_semantic: 0.892695, loss_idmrf: 4.823335, loss_adv_gen: -216.996704, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 05:59:34,581 - INFO - [Train] step: 142199, loss_adv_disc: -8.623418, lr_disc: 0.000010
+2023-03-23 05:59:34,794 - INFO - [Train] step: 142199, loss_mpn: 0.030312, loss_rec: 0.124298, loss_semantic: 0.970801, loss_idmrf: 6.375543, loss_adv_gen: -218.388138, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:00:06,458 - INFO - [Train] step: 142299, loss_adv_disc: 0.763412, lr_disc: 0.000010
+2023-03-23 06:00:06,665 - INFO - [Train] step: 142299, loss_mpn: 0.048121, loss_rec: 0.039195, loss_semantic: 0.599914, loss_idmrf: 3.754501, loss_adv_gen: -175.667999, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:00:38,170 - INFO - [Train] step: 142399, loss_adv_disc: -3.621884, lr_disc: 0.000010
+2023-03-23 06:00:38,380 - INFO - [Train] step: 142399, loss_mpn: 0.038528, loss_rec: 0.063598, loss_semantic: 0.693562, loss_idmrf: 3.370355, loss_adv_gen: -191.551300, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:01:09,798 - INFO - [Train] step: 142499, loss_adv_disc: 0.365397, lr_disc: 0.000010
+2023-03-23 06:01:10,001 - INFO - [Train] step: 142499, loss_mpn: 0.009105, loss_rec: 0.031762, loss_semantic: 0.481371, loss_idmrf: 2.091002, loss_adv_gen: -204.330292, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:01:41,434 - INFO - [Train] step: 142599, loss_adv_disc: 4.013366, lr_disc: 0.000010
+2023-03-23 06:01:41,648 - INFO - [Train] step: 142599, loss_mpn: 0.006777, loss_rec: 0.031966, loss_semantic: 0.374930, loss_idmrf: 0.211209, loss_adv_gen: -233.553558, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:02:12,379 - INFO - [Train] step: 142699, loss_adv_disc: -12.009755, lr_disc: 0.000010
+2023-03-23 06:02:12,583 - INFO - [Train] step: 142699, loss_mpn: 0.033873, loss_rec: 0.074616, loss_semantic: 0.707034, loss_idmrf: 6.576292, loss_adv_gen: -130.714386, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:02:43,979 - INFO - [Train] step: 142799, loss_adv_disc: 3.518683, lr_disc: 0.000010
+2023-03-23 06:02:44,193 - INFO - [Train] step: 142799, loss_mpn: 0.057533, loss_rec: 0.055853, loss_semantic: 0.863440, loss_idmrf: 4.344541, loss_adv_gen: -234.380402, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:03:16,144 - INFO - [Train] step: 142899, loss_adv_disc: -7.657297, lr_disc: 0.000010
+2023-03-23 06:03:16,356 - INFO - [Train] step: 142899, loss_mpn: 0.046102, loss_rec: 0.079663, loss_semantic: 0.724731, loss_idmrf: 7.636328, loss_adv_gen: -183.949936, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:03:47,195 - INFO - [Train] step: 142999, loss_adv_disc: -3.747512, lr_disc: 0.000010
+2023-03-23 06:03:47,411 - INFO - [Train] step: 142999, loss_mpn: 0.044025, loss_rec: 0.054638, loss_semantic: 0.617406, loss_idmrf: 2.917202, loss_adv_gen: -190.663910, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:04:40,620 - INFO - [Eval] step: 142999, bce: 0.086896, psnr: 23.856647, ssim: 0.811262, lpips: 0.148053
+2023-03-23 06:05:14,738 - INFO - [Train] step: 143099, loss_adv_disc: 0.142380, lr_disc: 0.000010
+2023-03-23 06:05:14,946 - INFO - [Train] step: 143099, loss_mpn: 0.016204, loss_rec: 0.055921, loss_semantic: 0.682386, loss_idmrf: 1.817738, loss_adv_gen: -224.972809, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:05:45,846 - INFO - [Train] step: 143199, loss_adv_disc: -1.146421, lr_disc: 0.000010
+2023-03-23 06:05:46,054 - INFO - [Train] step: 143199, loss_mpn: 0.040051, loss_rec: 0.082930, loss_semantic: 0.906545, loss_idmrf: 4.843840, loss_adv_gen: -190.506927, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:06:17,121 - INFO - [Train] step: 143299, loss_adv_disc: -0.407057, lr_disc: 0.000010
+2023-03-23 06:06:17,323 - INFO - [Train] step: 143299, loss_mpn: 0.054260, loss_rec: 0.083025, loss_semantic: 0.841748, loss_idmrf: 5.158771, loss_adv_gen: -177.723831, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:06:48,757 - INFO - [Train] step: 143399, loss_adv_disc: 1.811931, lr_disc: 0.000010
+2023-03-23 06:06:48,970 - INFO - [Train] step: 143399, loss_mpn: 0.034058, loss_rec: 0.047792, loss_semantic: 0.552736, loss_idmrf: 2.168784, loss_adv_gen: -205.854095, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:07:20,686 - INFO - [Train] step: 143499, loss_adv_disc: 1.460201, lr_disc: 0.000010
+2023-03-23 06:07:20,895 - INFO - [Train] step: 143499, loss_mpn: 0.022584, loss_rec: 0.030340, loss_semantic: 0.395279, loss_idmrf: 3.327250, loss_adv_gen: -172.891663, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:07:51,723 - INFO - [Train] step: 143599, loss_adv_disc: -2.812289, lr_disc: 0.000010
+2023-03-23 06:07:51,930 - INFO - [Train] step: 143599, loss_mpn: 0.034908, loss_rec: 0.049805, loss_semantic: 0.678368, loss_idmrf: 4.274451, loss_adv_gen: -207.598251, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:08:23,242 - INFO - [Train] step: 143699, loss_adv_disc: 1.151569, lr_disc: 0.000010
+2023-03-23 06:08:23,441 - INFO - [Train] step: 143699, loss_mpn: 0.044563, loss_rec: 0.048563, loss_semantic: 0.632700, loss_idmrf: 1.850932, loss_adv_gen: -185.711273, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:08:54,598 - INFO - [Train] step: 143799, loss_adv_disc: 0.829869, lr_disc: 0.000010
+2023-03-23 06:08:54,805 - INFO - [Train] step: 143799, loss_mpn: 0.017625, loss_rec: 0.029282, loss_semantic: 0.454844, loss_idmrf: 1.373267, loss_adv_gen: -213.392944, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:09:25,778 - INFO - [Train] step: 143899, loss_adv_disc: -2.861448, lr_disc: 0.000010
+2023-03-23 06:09:25,996 - INFO - [Train] step: 143899, loss_mpn: 0.037111, loss_rec: 0.069256, loss_semantic: 0.807169, loss_idmrf: 5.464973, loss_adv_gen: -232.507141, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:09:57,117 - INFO - [Train] step: 143999, loss_adv_disc: -3.626596, lr_disc: 0.000010
+2023-03-23 06:09:57,326 - INFO - [Train] step: 143999, loss_mpn: 0.022623, loss_rec: 0.088924, loss_semantic: 0.737010, loss_idmrf: 3.541811, loss_adv_gen: -202.035110, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:10:49,954 - INFO - [Eval] step: 143999, bce: 0.084230, psnr: 23.802303, ssim: 0.811512, lpips: 0.149627
+2023-03-23 06:11:23,750 - INFO - [Train] step: 144099, loss_adv_disc: -4.378950, lr_disc: 0.000010
+2023-03-23 06:11:23,959 - INFO - [Train] step: 144099, loss_mpn: 0.070198, loss_rec: 0.078897, loss_semantic: 0.772090, loss_idmrf: 4.292176, loss_adv_gen: -222.967484, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:11:55,013 - INFO - [Train] step: 144199, loss_adv_disc: -2.383540, lr_disc: 0.000010
+2023-03-23 06:11:55,228 - INFO - [Train] step: 144199, loss_mpn: 0.128371, loss_rec: 0.127519, loss_semantic: 0.929196, loss_idmrf: 4.546527, loss_adv_gen: -194.272171, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:12:26,423 - INFO - [Train] step: 144299, loss_adv_disc: -0.481236, lr_disc: 0.000010
+2023-03-23 06:12:26,629 - INFO - [Train] step: 144299, loss_mpn: 0.040191, loss_rec: 0.122105, loss_semantic: 1.175370, loss_idmrf: 5.556763, loss_adv_gen: -236.352524, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:12:58,790 - INFO - [Train] step: 144399, loss_adv_disc: 3.186349, lr_disc: 0.000010
+2023-03-23 06:12:58,993 - INFO - [Train] step: 144399, loss_mpn: 0.011762, loss_rec: 0.025918, loss_semantic: 0.363704, loss_idmrf: 0.899589, loss_adv_gen: -198.138275, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:13:30,244 - INFO - [Train] step: 144499, loss_adv_disc: -3.777243, lr_disc: 0.000010
+2023-03-23 06:13:30,447 - INFO - [Train] step: 144499, loss_mpn: 0.017967, loss_rec: 0.107909, loss_semantic: 1.147470, loss_idmrf: 4.838161, loss_adv_gen: -211.002121, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:14:01,322 - INFO - [Train] step: 144599, loss_adv_disc: 0.391260, lr_disc: 0.000010
+2023-03-23 06:14:01,537 - INFO - [Train] step: 144599, loss_mpn: 0.020405, loss_rec: 0.039648, loss_semantic: 0.488431, loss_idmrf: 2.495570, loss_adv_gen: -154.199814, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:14:32,534 - INFO - [Train] step: 144699, loss_adv_disc: -1.535165, lr_disc: 0.000010
+2023-03-23 06:14:32,745 - INFO - [Train] step: 144699, loss_mpn: 0.031047, loss_rec: 0.052488, loss_semantic: 0.738584, loss_idmrf: 6.895425, loss_adv_gen: -199.934433, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:15:03,986 - INFO - [Train] step: 144799, loss_adv_disc: 0.258601, lr_disc: 0.000010
+2023-03-23 06:15:04,192 - INFO - [Train] step: 144799, loss_mpn: 0.019707, loss_rec: 0.042351, loss_semantic: 0.626537, loss_idmrf: 2.923752, loss_adv_gen: -177.915787, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:15:34,750 - INFO - [Train] step: 144899, loss_adv_disc: 1.182545, lr_disc: 0.000010
+2023-03-23 06:15:34,956 - INFO - [Train] step: 144899, loss_mpn: 0.029099, loss_rec: 0.037027, loss_semantic: 0.493650, loss_idmrf: 3.750749, loss_adv_gen: -141.128708, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:16:06,113 - INFO - [Train] step: 144999, loss_adv_disc: -1.808890, lr_disc: 0.000010
+2023-03-23 06:16:06,319 - INFO - [Train] step: 144999, loss_mpn: 0.016767, loss_rec: 0.035839, loss_semantic: 0.487656, loss_idmrf: 2.892901, loss_adv_gen: -155.992783, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:16:59,225 - INFO - [Eval] step: 144999, bce: 0.086603, psnr: 23.831121, ssim: 0.807706, lpips: 0.148815
+2023-03-23 06:17:33,556 - INFO - [Train] step: 145099, loss_adv_disc: -0.360105, lr_disc: 0.000010
+2023-03-23 06:17:33,757 - INFO - [Train] step: 145099, loss_mpn: 0.018517, loss_rec: 0.058307, loss_semantic: 0.673325, loss_idmrf: 2.526788, loss_adv_gen: -229.888458, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:18:04,699 - INFO - [Train] step: 145199, loss_adv_disc: 1.985885, lr_disc: 0.000010
+2023-03-23 06:18:04,925 - INFO - [Train] step: 145199, loss_mpn: 0.085640, loss_rec: 0.069847, loss_semantic: 0.735164, loss_idmrf: 3.530056, loss_adv_gen: -184.193237, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:18:35,792 - INFO - [Train] step: 145299, loss_adv_disc: -16.137697, lr_disc: 0.000010
+2023-03-23 06:18:36,006 - INFO - [Train] step: 145299, loss_mpn: 0.018508, loss_rec: 0.082520, loss_semantic: 0.745405, loss_idmrf: 4.335380, loss_adv_gen: -186.087143, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:19:07,680 - INFO - [Train] step: 145399, loss_adv_disc: -5.855387, lr_disc: 0.000010
+2023-03-23 06:19:07,886 - INFO - [Train] step: 145399, loss_mpn: 0.018214, loss_rec: 0.057991, loss_semantic: 0.697506, loss_idmrf: 5.800241, loss_adv_gen: -191.711044, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:19:38,755 - INFO - [Train] step: 145499, loss_adv_disc: -0.216572, lr_disc: 0.000010
+2023-03-23 06:19:38,961 - INFO - [Train] step: 145499, loss_mpn: 0.010837, loss_rec: 0.025922, loss_semantic: 0.322704, loss_idmrf: 2.956771, loss_adv_gen: -165.635208, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:20:09,933 - INFO - [Train] step: 145599, loss_adv_disc: -1.170920, lr_disc: 0.000010
+2023-03-23 06:20:10,147 - INFO - [Train] step: 145599, loss_mpn: 0.061981, loss_rec: 0.061049, loss_semantic: 0.663016, loss_idmrf: 1.658630, loss_adv_gen: -217.204025, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:20:41,569 - INFO - [Train] step: 145699, loss_adv_disc: -1.479610, lr_disc: 0.000010
+2023-03-23 06:20:41,780 - INFO - [Train] step: 145699, loss_mpn: 0.042793, loss_rec: 0.064244, loss_semantic: 0.775447, loss_idmrf: 3.473997, loss_adv_gen: -200.774841, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:21:12,933 - INFO - [Train] step: 145799, loss_adv_disc: -6.287260, lr_disc: 0.000010
+2023-03-23 06:21:13,147 - INFO - [Train] step: 145799, loss_mpn: 0.021791, loss_rec: 0.092656, loss_semantic: 0.863275, loss_idmrf: 4.627341, loss_adv_gen: -194.538910, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:21:44,245 - INFO - [Train] step: 145899, loss_adv_disc: 4.317278, lr_disc: 0.000010
+2023-03-23 06:21:44,463 - INFO - [Train] step: 145899, loss_mpn: 0.040359, loss_rec: 0.058405, loss_semantic: 0.649458, loss_idmrf: 3.869108, loss_adv_gen: -177.980835, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:22:15,837 - INFO - [Train] step: 145999, loss_adv_disc: -3.538005, lr_disc: 0.000010
+2023-03-23 06:22:16,050 - INFO - [Train] step: 145999, loss_mpn: 0.027614, loss_rec: 0.065686, loss_semantic: 0.813091, loss_idmrf: 3.365214, loss_adv_gen: -225.757141, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:23:09,331 - INFO - [Eval] step: 145999, bce: 0.083615, psnr: 23.947216, ssim: 0.813257, lpips: 0.148553
+2023-03-23 06:23:43,263 - INFO - [Train] step: 146099, loss_adv_disc: 3.076236, lr_disc: 0.000010
+2023-03-23 06:23:43,476 - INFO - [Train] step: 146099, loss_mpn: 0.064324, loss_rec: 0.072120, loss_semantic: 0.683751, loss_idmrf: 3.108890, loss_adv_gen: -227.996277, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:24:14,470 - INFO - [Train] step: 146199, loss_adv_disc: 2.208640, lr_disc: 0.000010
+2023-03-23 06:24:14,677 - INFO - [Train] step: 146199, loss_mpn: 0.032376, loss_rec: 0.056408, loss_semantic: 0.599302, loss_idmrf: 4.185174, loss_adv_gen: -191.181107, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:24:46,157 - INFO - [Train] step: 146299, loss_adv_disc: -6.783145, lr_disc: 0.000010
+2023-03-23 06:24:46,365 - INFO - [Train] step: 146299, loss_mpn: 0.022934, loss_rec: 0.132139, loss_semantic: 1.146148, loss_idmrf: 5.021167, loss_adv_gen: -220.388702, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:25:17,580 - INFO - [Train] step: 146399, loss_adv_disc: -1.032915, lr_disc: 0.000010
+2023-03-23 06:25:17,790 - INFO - [Train] step: 146399, loss_mpn: 0.041044, loss_rec: 0.077683, loss_semantic: 0.801423, loss_idmrf: 4.600161, loss_adv_gen: -193.562775, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:25:48,686 - INFO - [Train] step: 146499, loss_adv_disc: 1.513202, lr_disc: 0.000010
+2023-03-23 06:25:48,900 - INFO - [Train] step: 146499, loss_mpn: 0.017318, loss_rec: 0.030414, loss_semantic: 0.458446, loss_idmrf: 2.362057, loss_adv_gen: -197.751389, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:26:20,104 - INFO - [Train] step: 146599, loss_adv_disc: 3.163621, lr_disc: 0.000010
+2023-03-23 06:26:20,304 - INFO - [Train] step: 146599, loss_mpn: 0.041228, loss_rec: 0.035692, loss_semantic: 0.439790, loss_idmrf: 2.615728, loss_adv_gen: -151.333969, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:26:51,255 - INFO - [Train] step: 146699, loss_adv_disc: -6.013341, lr_disc: 0.000010
+2023-03-23 06:26:51,461 - INFO - [Train] step: 146699, loss_mpn: 0.064534, loss_rec: 0.078250, loss_semantic: 0.851465, loss_idmrf: 4.007781, loss_adv_gen: -169.380112, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:27:22,491 - INFO - [Train] step: 146799, loss_adv_disc: -3.124541, lr_disc: 0.000010
+2023-03-23 06:27:22,695 - INFO - [Train] step: 146799, loss_mpn: 0.057078, loss_rec: 0.080386, loss_semantic: 0.968391, loss_idmrf: 3.905952, loss_adv_gen: -212.623474, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:27:53,889 - INFO - [Train] step: 146899, loss_adv_disc: 0.354874, lr_disc: 0.000010
+2023-03-23 06:27:54,094 - INFO - [Train] step: 146899, loss_mpn: 0.044937, loss_rec: 0.042780, loss_semantic: 0.646644, loss_idmrf: 3.328275, loss_adv_gen: -160.909271, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:28:24,895 - INFO - [Train] step: 146999, loss_adv_disc: 1.256411, lr_disc: 0.000010
+2023-03-23 06:28:25,103 - INFO - [Train] step: 146999, loss_mpn: 0.022986, loss_rec: 0.046522, loss_semantic: 0.618873, loss_idmrf: 0.891361, loss_adv_gen: -273.015076, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:29:18,614 - INFO - [Eval] step: 146999, bce: 0.082653, psnr: 23.923834, ssim: 0.812457, lpips: 0.148326
+2023-03-23 06:29:52,830 - INFO - [Train] step: 147099, loss_adv_disc: -1.642008, lr_disc: 0.000010
+2023-03-23 06:29:53,033 - INFO - [Train] step: 147099, loss_mpn: 0.026576, loss_rec: 0.039666, loss_semantic: 0.551797, loss_idmrf: 4.440056, loss_adv_gen: -139.966583, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:30:24,286 - INFO - [Train] step: 147199, loss_adv_disc: 1.682102, lr_disc: 0.000010
+2023-03-23 06:30:24,491 - INFO - [Train] step: 147199, loss_mpn: 0.046205, loss_rec: 0.039097, loss_semantic: 0.472732, loss_idmrf: 1.978183, loss_adv_gen: -168.377960, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:30:55,199 - INFO - [Train] step: 147299, loss_adv_disc: 1.899521, lr_disc: 0.000010
+2023-03-23 06:30:55,397 - INFO - [Train] step: 147299, loss_mpn: 0.026077, loss_rec: 0.015687, loss_semantic: 0.313688, loss_idmrf: 4.990864, loss_adv_gen: -125.960693, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:31:25,955 - INFO - [Train] step: 147399, loss_adv_disc: -5.090178, lr_disc: 0.000010
+2023-03-23 06:31:26,160 - INFO - [Train] step: 147399, loss_mpn: 0.016435, loss_rec: 0.092534, loss_semantic: 0.977152, loss_idmrf: 3.772308, loss_adv_gen: -172.689117, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:31:57,058 - INFO - [Train] step: 147499, loss_adv_disc: 1.687189, lr_disc: 0.000010
+2023-03-23 06:31:57,496 - INFO - [Train] step: 147499, loss_mpn: 0.007255, loss_rec: 0.021276, loss_semantic: 0.330814, loss_idmrf: 1.027269, loss_adv_gen: -184.257278, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:32:28,363 - INFO - [Train] step: 147599, loss_adv_disc: 1.345766, lr_disc: 0.000010
+2023-03-23 06:32:28,574 - INFO - [Train] step: 147599, loss_mpn: 0.041242, loss_rec: 0.040645, loss_semantic: 0.475398, loss_idmrf: 2.565580, loss_adv_gen: -175.602020, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:32:59,311 - INFO - [Train] step: 147699, loss_adv_disc: -0.119445, lr_disc: 0.000010
+2023-03-23 06:32:59,521 - INFO - [Train] step: 147699, loss_mpn: 0.020520, loss_rec: 0.044240, loss_semantic: 0.586218, loss_idmrf: 1.961253, loss_adv_gen: -219.041565, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:33:31,146 - INFO - [Train] step: 147799, loss_adv_disc: 0.941310, lr_disc: 0.000010
+2023-03-23 06:33:31,350 - INFO - [Train] step: 147799, loss_mpn: 0.024214, loss_rec: 0.053062, loss_semantic: 0.504654, loss_idmrf: 2.821695, loss_adv_gen: -194.909103, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:34:02,417 - INFO - [Train] step: 147899, loss_adv_disc: 0.351195, lr_disc: 0.000010
+2023-03-23 06:34:02,622 - INFO - [Train] step: 147899, loss_mpn: 0.051706, loss_rec: 0.131540, loss_semantic: 1.168552, loss_idmrf: 5.618468, loss_adv_gen: -191.511383, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:34:33,344 - INFO - [Train] step: 147999, loss_adv_disc: 1.463300, lr_disc: 0.000010
+2023-03-23 06:34:33,554 - INFO - [Train] step: 147999, loss_mpn: 0.015636, loss_rec: 0.031167, loss_semantic: 0.586402, loss_idmrf: 3.587131, loss_adv_gen: -137.481110, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:35:26,464 - INFO - [Eval] step: 147999, bce: 0.087680, psnr: 23.882536, ssim: 0.811001, lpips: 0.148317
+2023-03-23 06:36:00,925 - INFO - [Train] step: 148099, loss_adv_disc: 2.306669, lr_disc: 0.000010
+2023-03-23 06:36:01,135 - INFO - [Train] step: 148099, loss_mpn: 0.007802, loss_rec: 0.035198, loss_semantic: 0.513224, loss_idmrf: 1.518367, loss_adv_gen: -198.107971, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:36:32,604 - INFO - [Train] step: 148199, loss_adv_disc: 1.073307, lr_disc: 0.000010
+2023-03-23 06:36:32,811 - INFO - [Train] step: 148199, loss_mpn: 0.006811, loss_rec: 0.037764, loss_semantic: 0.403281, loss_idmrf: 1.093480, loss_adv_gen: -164.109528, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:37:03,509 - INFO - [Train] step: 148299, loss_adv_disc: -2.039001, lr_disc: 0.000010
+2023-03-23 06:37:03,712 - INFO - [Train] step: 148299, loss_mpn: 0.026730, loss_rec: 0.090027, loss_semantic: 0.872685, loss_idmrf: 5.001191, loss_adv_gen: -177.327255, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:37:34,592 - INFO - [Train] step: 148399, loss_adv_disc: -0.082148, lr_disc: 0.000010
+2023-03-23 06:37:34,798 - INFO - [Train] step: 148399, loss_mpn: 0.078348, loss_rec: 0.108297, loss_semantic: 1.135273, loss_idmrf: 2.166928, loss_adv_gen: -256.532684, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:38:05,502 - INFO - [Train] step: 148499, loss_adv_disc: 1.071718, lr_disc: 0.000010
+2023-03-23 06:38:05,709 - INFO - [Train] step: 148499, loss_mpn: 0.019093, loss_rec: 0.031426, loss_semantic: 0.455781, loss_idmrf: 1.454466, loss_adv_gen: -171.746307, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:38:36,933 - INFO - [Train] step: 148599, loss_adv_disc: -0.650908, lr_disc: 0.000010
+2023-03-23 06:38:37,136 - INFO - [Train] step: 148599, loss_mpn: 0.038941, loss_rec: 0.058820, loss_semantic: 0.794936, loss_idmrf: 3.359958, loss_adv_gen: -214.185059, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:39:08,228 - INFO - [Train] step: 148699, loss_adv_disc: -1.620769, lr_disc: 0.000010
+2023-03-23 06:39:08,434 - INFO - [Train] step: 148699, loss_mpn: 0.027427, loss_rec: 0.054334, loss_semantic: 0.632286, loss_idmrf: 3.544250, loss_adv_gen: -183.670715, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:39:40,266 - INFO - [Train] step: 148799, loss_adv_disc: 1.140060, lr_disc: 0.000010
+2023-03-23 06:39:40,471 - INFO - [Train] step: 148799, loss_mpn: 0.035056, loss_rec: 0.048882, loss_semantic: 0.576964, loss_idmrf: 2.616831, loss_adv_gen: -183.626602, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:40:11,438 - INFO - [Train] step: 148899, loss_adv_disc: -6.299929, lr_disc: 0.000010
+2023-03-23 06:40:11,645 - INFO - [Train] step: 148899, loss_mpn: 0.018150, loss_rec: 0.074618, loss_semantic: 0.789295, loss_idmrf: 3.362137, loss_adv_gen: -216.462646, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:40:42,442 - INFO - [Train] step: 148999, loss_adv_disc: -3.396477, lr_disc: 0.000010
+2023-03-23 06:40:42,649 - INFO - [Train] step: 148999, loss_mpn: 0.047249, loss_rec: 0.115360, loss_semantic: 0.973070, loss_idmrf: 3.276571, loss_adv_gen: -237.779846, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:41:35,944 - INFO - [Eval] step: 148999, bce: 0.089888, psnr: 23.969851, ssim: 0.808632, lpips: 0.148910
+2023-03-23 06:42:10,176 - INFO - [Train] step: 149099, loss_adv_disc: -2.319846, lr_disc: 0.000010
+2023-03-23 06:42:10,384 - INFO - [Train] step: 149099, loss_mpn: 0.056671, loss_rec: 0.072763, loss_semantic: 0.744777, loss_idmrf: 8.285700, loss_adv_gen: -171.898453, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:42:41,541 - INFO - [Train] step: 149199, loss_adv_disc: 3.899705, lr_disc: 0.000010
+2023-03-23 06:42:41,747 - INFO - [Train] step: 149199, loss_mpn: 0.072029, loss_rec: 0.053574, loss_semantic: 0.680759, loss_idmrf: 6.603642, loss_adv_gen: -216.403168, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:43:12,627 - INFO - [Train] step: 149299, loss_adv_disc: -3.611306, lr_disc: 0.000010
+2023-03-23 06:43:12,838 - INFO - [Train] step: 149299, loss_mpn: 0.029818, loss_rec: 0.046735, loss_semantic: 0.548886, loss_idmrf: 3.751723, loss_adv_gen: -182.483475, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:43:44,271 - INFO - [Train] step: 149399, loss_adv_disc: 3.116682, lr_disc: 0.000010
+2023-03-23 06:43:44,474 - INFO - [Train] step: 149399, loss_mpn: 0.019930, loss_rec: 0.037204, loss_semantic: 0.471505, loss_idmrf: 3.221655, loss_adv_gen: -188.780182, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:44:15,092 - INFO - [Train] step: 149499, loss_adv_disc: 8.748697, lr_disc: 0.000010
+2023-03-23 06:44:15,301 - INFO - [Train] step: 149499, loss_mpn: 0.016439, loss_rec: 0.076649, loss_semantic: 0.668510, loss_idmrf: 3.417966, loss_adv_gen: -192.676086, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:44:45,848 - INFO - [Train] step: 149599, loss_adv_disc: -1.747397, lr_disc: 0.000010
+2023-03-23 06:44:46,055 - INFO - [Train] step: 149599, loss_mpn: 0.021610, loss_rec: 0.111089, loss_semantic: 0.974287, loss_idmrf: 5.467908, loss_adv_gen: -169.417709, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:45:17,428 - INFO - [Train] step: 149699, loss_adv_disc: -0.411340, lr_disc: 0.000010
+2023-03-23 06:45:17,630 - INFO - [Train] step: 149699, loss_mpn: 0.034489, loss_rec: 0.063388, loss_semantic: 0.830046, loss_idmrf: 5.232772, loss_adv_gen: -153.977676, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:45:48,311 - INFO - [Train] step: 149799, loss_adv_disc: -0.534874, lr_disc: 0.000010
+2023-03-23 06:45:48,517 - INFO - [Train] step: 149799, loss_mpn: 0.022125, loss_rec: 0.083405, loss_semantic: 0.911877, loss_idmrf: 4.480004, loss_adv_gen: -174.314484, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:46:19,197 - INFO - [Train] step: 149899, loss_adv_disc: 0.879661, lr_disc: 0.000010
+2023-03-23 06:46:19,412 - INFO - [Train] step: 149899, loss_mpn: 0.029721, loss_rec: 0.073022, loss_semantic: 0.779879, loss_idmrf: 4.238873, loss_adv_gen: -212.726440, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:46:50,782 - INFO - [Train] step: 149999, loss_adv_disc: -3.569291, lr_disc: 0.000010
+2023-03-23 06:46:50,989 - INFO - [Train] step: 149999, loss_mpn: 0.028848, loss_rec: 0.063957, loss_semantic: 0.768928, loss_idmrf: 4.325656, loss_adv_gen: -176.094574, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-23 06:47:43,753 - INFO - [Eval] step: 149999, bce: 0.084673, psnr: 23.924635, ssim: 0.811154, lpips: 0.148955
+2023-03-23 06:47:46,717 - INFO - End of training
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diff --git a/joint_places_brush_realnoise/ckpt/step149999/model.pt b/joint_places_brush_realnoise/ckpt/step149999/model.pt
new file mode 100644
index 0000000000000000000000000000000000000000..ec3d44601f34c001075194694ed6ad77724f119e
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+++ b/joint_places_brush_realnoise/ckpt/step149999/model.pt
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diff --git a/joint_places_brush_realnoise/ckpt/step149999/optimizer.pt b/joint_places_brush_realnoise/ckpt/step149999/optimizer.pt
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diff --git a/joint_places_brush_realnoise/config-2023-03-24-10-34-34.yaml b/joint_places_brush_realnoise/config-2023-03-24-10-34-34.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..9df3b01fd647167a5c61fb94119952c9876f3821
--- /dev/null
+++ b/joint_places_brush_realnoise/config-2023-03-24-10-34-34.yaml
@@ -0,0 +1,54 @@
+seed: 1234
+data:
+  name: Places365
+  dataroot: /amax/xyf/data/Places365/
+  img_size: 256
+dataloader:
+  num_workers: 4
+  pin_memory: true
+  prefetch_factor: 2
+  micro_batch: 0
+mask:
+  mask_type: brush
+  noise_type: real
+  real_dataset:
+  - name: ImageNet
+    dataroot: /amax/xyf/data/ImageNet/
+    img_size: 256
+  smooth_type: iterative_gaussian
+model:
+  mpn:
+    base_n_channels: 64
+    neck_n_channels: 128
+  rin:
+    base_n_channels: 32
+    neck_n_channels: 128
+train:
+  n_steps: 150000
+  batch_size: 4
+  pretrained: ./runs/separate_places_brush_realnoise/ckpt/step149999/model.pt
+  resume: null
+  print_freq: 100
+  save_freq: 5000
+  eval_freq: 1000
+  sample_freq: 1000
+  coef_rec: 1.4
+  coef_semantic: 0.0001
+  coef_idmrf: 0.001
+  coef_adv: 0.001
+  coef_mpn: 2.0
+  optim_mpn:
+    lr: 1.0e-05
+    betas:
+    - 0.5
+    - 0.9
+  optim_rin:
+    lr: 1.0e-05
+    betas:
+    - 0.5
+    - 0.9
+  optim_disc:
+    lr: 1.0e-05
+    betas:
+    - 0.5
+    - 0.9
diff --git a/joint_places_brush_realnoise/output-2023-03-24-10-34-34.log b/joint_places_brush_realnoise/output-2023-03-24-10-34-34.log
new file mode 100644
index 0000000000000000000000000000000000000000..7b4d5f3e2f7578aa19b578bb6dd4c48fa208b333
--- /dev/null
+++ b/joint_places_brush_realnoise/output-2023-03-24-10-34-34.log
@@ -0,0 +1,3161 @@
+2023-03-24 10:34:54,216 - INFO - Experiment directory: ./runs/joint_places_brush_realnoise
+2023-03-24 10:34:54,218 - INFO - Number of processes: 2
+2023-03-24 10:34:54,219 - INFO - Distributed type: MULTI_GPU
+2023-03-24 10:34:54,219 - INFO - Mixed precision: no
+2023-03-24 10:35:04,938 - INFO - Size of training set: 1803460
+2023-03-24 10:35:04,939 - INFO - Size of validation set: 5000
+2023-03-24 10:35:04,939 - INFO - Batch size per process: 2
+2023-03-24 10:35:04,939 - INFO - Total batch size: 4
+2023-03-24 10:35:07,076 - INFO - Successfully load mpn and rin from ./runs/separate_places_brush_realnoise/ckpt/step149999/model.pt
+2023-03-24 10:35:09,609 - INFO - Start training...
+2023-03-24 10:35:42,503 - INFO - [Train] step: 99, loss_adv_disc: -0.748621, lr_disc: 0.000010
+2023-03-24 10:35:42,693 - INFO - [Train] step: 99, loss_mpn: 0.029188, loss_rec: 0.125263, loss_semantic: 1.104660, loss_idmrf: 4.687786, loss_adv_gen: -84.622643, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:36:11,591 - INFO - [Train] step: 199, loss_adv_disc: 1.645213, lr_disc: 0.000010
+2023-03-24 10:36:11,782 - INFO - [Train] step: 199, loss_mpn: 0.032701, loss_rec: 0.094578, loss_semantic: 0.978567, loss_idmrf: 5.438256, loss_adv_gen: -99.876457, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:36:41,602 - INFO - [Train] step: 299, loss_adv_disc: 5.067975, lr_disc: 0.000010
+2023-03-24 10:36:41,802 - INFO - [Train] step: 299, loss_mpn: 0.015547, loss_rec: 0.055066, loss_semantic: 0.714894, loss_idmrf: 4.708879, loss_adv_gen: -115.050308, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:37:12,348 - INFO - [Train] step: 399, loss_adv_disc: 4.150334, lr_disc: 0.000010
+2023-03-24 10:37:12,553 - INFO - [Train] step: 399, loss_mpn: 0.013463, loss_rec: 0.071419, loss_semantic: 0.739775, loss_idmrf: 3.639068, loss_adv_gen: -123.203796, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:37:44,293 - INFO - [Train] step: 499, loss_adv_disc: -1.257699, lr_disc: 0.000010
+2023-03-24 10:37:44,499 - INFO - [Train] step: 499, loss_mpn: 0.012610, loss_rec: 0.067871, loss_semantic: 0.755099, loss_idmrf: 3.844545, loss_adv_gen: -106.568672, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:38:16,051 - INFO - [Train] step: 599, loss_adv_disc: -9.049143, lr_disc: 0.000010
+2023-03-24 10:38:16,262 - INFO - [Train] step: 599, loss_mpn: 0.049314, loss_rec: 0.125119, loss_semantic: 1.202087, loss_idmrf: 7.108979, loss_adv_gen: -114.404999, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:38:47,648 - INFO - [Train] step: 699, loss_adv_disc: -9.011761, lr_disc: 0.000010
+2023-03-24 10:38:47,861 - INFO - [Train] step: 699, loss_mpn: 0.040288, loss_rec: 0.150072, loss_semantic: 1.449551, loss_idmrf: 7.690568, loss_adv_gen: -130.072113, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:39:20,217 - INFO - [Train] step: 799, loss_adv_disc: -15.678227, lr_disc: 0.000010
+2023-03-24 10:39:20,419 - INFO - [Train] step: 799, loss_mpn: 0.036798, loss_rec: 0.107580, loss_semantic: 0.944312, loss_idmrf: 6.387170, loss_adv_gen: -83.171982, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:39:51,754 - INFO - [Train] step: 899, loss_adv_disc: -4.894247, lr_disc: 0.000010
+2023-03-24 10:39:51,963 - INFO - [Train] step: 899, loss_mpn: 0.018611, loss_rec: 0.102227, loss_semantic: 0.962303, loss_idmrf: 4.707261, loss_adv_gen: -112.448990, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:40:23,846 - INFO - [Train] step: 999, loss_adv_disc: 2.462425, lr_disc: 0.000010
+2023-03-24 10:40:24,062 - INFO - [Train] step: 999, loss_mpn: 0.020680, loss_rec: 0.075257, loss_semantic: 0.878870, loss_idmrf: 4.511003, loss_adv_gen: -115.679054, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:41:21,542 - INFO - [Eval] step: 999, bce: 0.056842, psnr: 22.833645, ssim: 0.799341, lpips: 0.190693
+2023-03-24 10:41:57,638 - INFO - [Train] step: 1099, loss_adv_disc: -3.993052, lr_disc: 0.000010
+2023-03-24 10:41:57,850 - INFO - [Train] step: 1099, loss_mpn: 0.042635, loss_rec: 0.129278, loss_semantic: 1.210135, loss_idmrf: 6.249650, loss_adv_gen: -144.856339, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:42:28,709 - INFO - [Train] step: 1199, loss_adv_disc: 4.825135, lr_disc: 0.000010
+2023-03-24 10:42:28,928 - INFO - [Train] step: 1199, loss_mpn: 0.006036, loss_rec: 0.044648, loss_semantic: 0.500673, loss_idmrf: 1.456684, loss_adv_gen: -141.640564, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:43:00,425 - INFO - [Train] step: 1299, loss_adv_disc: -5.790620, lr_disc: 0.000010
+2023-03-24 10:43:00,640 - INFO - [Train] step: 1299, loss_mpn: 0.025176, loss_rec: 0.086748, loss_semantic: 1.066340, loss_idmrf: 6.204034, loss_adv_gen: -129.851288, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:43:32,648 - INFO - [Train] step: 1399, loss_adv_disc: -14.238981, lr_disc: 0.000010
+2023-03-24 10:43:32,861 - INFO - [Train] step: 1399, loss_mpn: 0.013967, loss_rec: 0.078727, loss_semantic: 0.792129, loss_idmrf: 2.414496, loss_adv_gen: -169.446777, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:44:04,629 - INFO - [Train] step: 1499, loss_adv_disc: 1.933488, lr_disc: 0.000010
+2023-03-24 10:44:04,847 - INFO - [Train] step: 1499, loss_mpn: 0.032155, loss_rec: 0.104963, loss_semantic: 1.079321, loss_idmrf: 4.646535, loss_adv_gen: -155.844574, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:44:36,431 - INFO - [Train] step: 1599, loss_adv_disc: -1.212957, lr_disc: 0.000010
+2023-03-24 10:44:36,646 - INFO - [Train] step: 1599, loss_mpn: 0.033950, loss_rec: 0.078925, loss_semantic: 0.865807, loss_idmrf: 5.430135, loss_adv_gen: -100.541245, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:45:08,788 - INFO - [Train] step: 1699, loss_adv_disc: -6.374198, lr_disc: 0.000010
+2023-03-24 10:45:08,991 - INFO - [Train] step: 1699, loss_mpn: 0.057027, loss_rec: 0.056864, loss_semantic: 0.650223, loss_idmrf: 4.839140, loss_adv_gen: -80.587547, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:45:40,478 - INFO - [Train] step: 1799, loss_adv_disc: -5.225705, lr_disc: 0.000010
+2023-03-24 10:45:40,694 - INFO - [Train] step: 1799, loss_mpn: 0.035501, loss_rec: 0.143298, loss_semantic: 1.315598, loss_idmrf: 7.021133, loss_adv_gen: -166.264603, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:46:12,588 - INFO - [Train] step: 1899, loss_adv_disc: 4.121633, lr_disc: 0.000010
+2023-03-24 10:46:12,798 - INFO - [Train] step: 1899, loss_mpn: 0.009328, loss_rec: 0.061446, loss_semantic: 0.662233, loss_idmrf: 1.426111, loss_adv_gen: -186.546051, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:46:45,544 - INFO - [Train] step: 1999, loss_adv_disc: 3.553052, lr_disc: 0.000010
+2023-03-24 10:46:45,757 - INFO - [Train] step: 1999, loss_mpn: 0.013764, loss_rec: 0.073703, loss_semantic: 0.914257, loss_idmrf: 3.103139, loss_adv_gen: -165.964874, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:47:41,317 - INFO - [Eval] step: 1999, bce: 0.057923, psnr: 22.753887, ssim: 0.793262, lpips: 0.186385
+2023-03-24 10:48:16,963 - INFO - [Train] step: 2099, loss_adv_disc: 0.139137, lr_disc: 0.000010
+2023-03-24 10:48:17,185 - INFO - [Train] step: 2099, loss_mpn: 0.009968, loss_rec: 0.054671, loss_semantic: 0.616128, loss_idmrf: 2.957733, loss_adv_gen: -142.699982, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:48:48,685 - INFO - [Train] step: 2199, loss_adv_disc: -18.868660, lr_disc: 0.000010
+2023-03-24 10:48:48,895 - INFO - [Train] step: 2199, loss_mpn: 0.037129, loss_rec: 0.189913, loss_semantic: 1.248159, loss_idmrf: 7.546151, loss_adv_gen: -163.345901, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:49:21,025 - INFO - [Train] step: 2299, loss_adv_disc: -5.865044, lr_disc: 0.000010
+2023-03-24 10:49:21,233 - INFO - [Train] step: 2299, loss_mpn: 0.049290, loss_rec: 0.119153, loss_semantic: 1.218504, loss_idmrf: 8.447071, loss_adv_gen: -127.985947, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:49:53,358 - INFO - [Train] step: 2399, loss_adv_disc: -2.993885, lr_disc: 0.000010
+2023-03-24 10:49:53,568 - INFO - [Train] step: 2399, loss_mpn: 0.030897, loss_rec: 0.097888, loss_semantic: 1.050267, loss_idmrf: 5.942216, loss_adv_gen: -131.611847, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:50:24,709 - INFO - [Train] step: 2499, loss_adv_disc: 1.883351, lr_disc: 0.000010
+2023-03-24 10:50:24,922 - INFO - [Train] step: 2499, loss_mpn: 0.015374, loss_rec: 0.073317, loss_semantic: 0.768758, loss_idmrf: 4.614324, loss_adv_gen: -92.223709, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:50:57,226 - INFO - [Train] step: 2599, loss_adv_disc: 5.469966, lr_disc: 0.000010
+2023-03-24 10:50:57,447 - INFO - [Train] step: 2599, loss_mpn: 0.004344, loss_rec: 0.037513, loss_semantic: 0.490970, loss_idmrf: 1.121359, loss_adv_gen: -119.191353, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:51:29,026 - INFO - [Train] step: 2699, loss_adv_disc: 5.396049, lr_disc: 0.000010
+2023-03-24 10:51:29,237 - INFO - [Train] step: 2699, loss_mpn: 0.003748, loss_rec: 0.031352, loss_semantic: 0.454049, loss_idmrf: 1.329638, loss_adv_gen: -177.850891, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:52:00,853 - INFO - [Train] step: 2799, loss_adv_disc: -5.629180, lr_disc: 0.000010
+2023-03-24 10:52:01,059 - INFO - [Train] step: 2799, loss_mpn: 0.026678, loss_rec: 0.089442, loss_semantic: 0.857367, loss_idmrf: 5.960180, loss_adv_gen: -110.741898, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:52:32,841 - INFO - [Train] step: 2899, loss_adv_disc: 4.201654, lr_disc: 0.000010
+2023-03-24 10:52:33,047 - INFO - [Train] step: 2899, loss_mpn: 0.026032, loss_rec: 0.111937, loss_semantic: 0.879501, loss_idmrf: 3.372169, loss_adv_gen: -171.810165, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:53:05,040 - INFO - [Train] step: 2999, loss_adv_disc: 3.539015, lr_disc: 0.000010
+2023-03-24 10:53:05,252 - INFO - [Train] step: 2999, loss_mpn: 0.006126, loss_rec: 0.033120, loss_semantic: 0.512350, loss_idmrf: 1.813082, loss_adv_gen: -140.186218, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:53:59,282 - INFO - [Eval] step: 2999, bce: 0.057679, psnr: 22.690371, ssim: 0.789959, lpips: 0.188573
+2023-03-24 10:54:34,906 - INFO - [Train] step: 3099, loss_adv_disc: -0.599820, lr_disc: 0.000010
+2023-03-24 10:54:35,120 - INFO - [Train] step: 3099, loss_mpn: 0.006383, loss_rec: 0.030885, loss_semantic: 0.381068, loss_idmrf: 1.378401, loss_adv_gen: -141.095825, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:55:06,708 - INFO - [Train] step: 3199, loss_adv_disc: -1.247874, lr_disc: 0.000010
+2023-03-24 10:55:06,917 - INFO - [Train] step: 3199, loss_mpn: 0.037350, loss_rec: 0.137484, loss_semantic: 1.195113, loss_idmrf: 7.102283, loss_adv_gen: -140.429901, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:55:38,350 - INFO - [Train] step: 3299, loss_adv_disc: -2.305655, lr_disc: 0.000010
+2023-03-24 10:55:38,553 - INFO - [Train] step: 3299, loss_mpn: 0.028462, loss_rec: 0.088738, loss_semantic: 0.933909, loss_idmrf: 5.643189, loss_adv_gen: -118.193924, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:56:10,088 - INFO - [Train] step: 3399, loss_adv_disc: 1.498245, lr_disc: 0.000010
+2023-03-24 10:56:10,296 - INFO - [Train] step: 3399, loss_mpn: 0.014253, loss_rec: 0.064996, loss_semantic: 0.744812, loss_idmrf: 6.674044, loss_adv_gen: -116.428894, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:56:42,388 - INFO - [Train] step: 3499, loss_adv_disc: -1.890902, lr_disc: 0.000010
+2023-03-24 10:56:42,597 - INFO - [Train] step: 3499, loss_mpn: 0.021184, loss_rec: 0.101625, loss_semantic: 1.014656, loss_idmrf: 4.304053, loss_adv_gen: -150.877335, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:57:13,861 - INFO - [Train] step: 3599, loss_adv_disc: 0.957025, lr_disc: 0.000010
+2023-03-24 10:57:14,073 - INFO - [Train] step: 3599, loss_mpn: 0.010379, loss_rec: 0.052931, loss_semantic: 0.558450, loss_idmrf: 2.735068, loss_adv_gen: -151.478943, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:57:45,727 - INFO - [Train] step: 3699, loss_adv_disc: -5.515038, lr_disc: 0.000010
+2023-03-24 10:57:45,933 - INFO - [Train] step: 3699, loss_mpn: 0.032700, loss_rec: 0.134657, loss_semantic: 1.263538, loss_idmrf: 6.192193, loss_adv_gen: -168.080963, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:58:17,966 - INFO - [Train] step: 3799, loss_adv_disc: 4.947774, lr_disc: 0.000010
+2023-03-24 10:58:18,178 - INFO - [Train] step: 3799, loss_mpn: 0.044164, loss_rec: 0.095182, loss_semantic: 0.915262, loss_idmrf: 6.132610, loss_adv_gen: -166.171722, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:58:49,560 - INFO - [Train] step: 3899, loss_adv_disc: -1.158015, lr_disc: 0.000010
+2023-03-24 10:58:49,769 - INFO - [Train] step: 3899, loss_mpn: 0.014243, loss_rec: 0.066889, loss_semantic: 0.801018, loss_idmrf: 3.676278, loss_adv_gen: -163.670227, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:59:21,555 - INFO - [Train] step: 3999, loss_adv_disc: -2.841522, lr_disc: 0.000010
+2023-03-24 10:59:21,761 - INFO - [Train] step: 3999, loss_mpn: 0.039204, loss_rec: 0.159347, loss_semantic: 1.172388, loss_idmrf: 6.088974, loss_adv_gen: -199.714264, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:00:15,962 - INFO - [Eval] step: 3999, bce: 0.056277, psnr: 22.714138, ssim: 0.788011, lpips: 0.187505
+2023-03-24 11:00:51,982 - INFO - [Train] step: 4099, loss_adv_disc: -8.327611, lr_disc: 0.000010
+2023-03-24 11:00:52,189 - INFO - [Train] step: 4099, loss_mpn: 0.020854, loss_rec: 0.075459, loss_semantic: 0.898791, loss_idmrf: 4.351272, loss_adv_gen: -149.539642, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:01:23,729 - INFO - [Train] step: 4199, loss_adv_disc: 1.731019, lr_disc: 0.000010
+2023-03-24 11:01:23,941 - INFO - [Train] step: 4199, loss_mpn: 0.044158, loss_rec: 0.081123, loss_semantic: 0.860050, loss_idmrf: 6.263511, loss_adv_gen: -127.252914, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:01:55,501 - INFO - [Train] step: 4299, loss_adv_disc: 2.805695, lr_disc: 0.000010
+2023-03-24 11:01:55,706 - INFO - [Train] step: 4299, loss_mpn: 0.022050, loss_rec: 0.092268, loss_semantic: 0.855385, loss_idmrf: 3.299297, loss_adv_gen: -197.344116, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:02:27,454 - INFO - [Train] step: 4399, loss_adv_disc: -5.809992, lr_disc: 0.000010
+2023-03-24 11:02:27,662 - INFO - [Train] step: 4399, loss_mpn: 0.028036, loss_rec: 0.079994, loss_semantic: 0.916655, loss_idmrf: 5.665723, loss_adv_gen: -134.032806, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:02:59,520 - INFO - [Train] step: 4499, loss_adv_disc: -8.716576, lr_disc: 0.000010
+2023-03-24 11:02:59,730 - INFO - [Train] step: 4499, loss_mpn: 0.049610, loss_rec: 0.111067, loss_semantic: 1.069688, loss_idmrf: 6.623098, loss_adv_gen: -164.050064, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:03:31,453 - INFO - [Train] step: 4599, loss_adv_disc: 0.393305, lr_disc: 0.000010
+2023-03-24 11:03:31,671 - INFO - [Train] step: 4599, loss_mpn: 0.024923, loss_rec: 0.050320, loss_semantic: 0.655576, loss_idmrf: 4.155121, loss_adv_gen: -99.698593, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:04:03,593 - INFO - [Train] step: 4699, loss_adv_disc: -3.174246, lr_disc: 0.000010
+2023-03-24 11:04:03,799 - INFO - [Train] step: 4699, loss_mpn: 0.020639, loss_rec: 0.085237, loss_semantic: 0.841592, loss_idmrf: 3.022563, loss_adv_gen: -186.989563, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:04:35,379 - INFO - [Train] step: 4799, loss_adv_disc: -6.934981, lr_disc: 0.000010
+2023-03-24 11:04:35,588 - INFO - [Train] step: 4799, loss_mpn: 0.029640, loss_rec: 0.104608, loss_semantic: 0.947724, loss_idmrf: 4.386051, loss_adv_gen: -160.536392, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:05:07,332 - INFO - [Train] step: 4899, loss_adv_disc: 6.904325, lr_disc: 0.000010
+2023-03-24 11:05:07,540 - INFO - [Train] step: 4899, loss_mpn: 0.015482, loss_rec: 0.066932, loss_semantic: 0.789900, loss_idmrf: 2.559762, loss_adv_gen: -190.393051, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:05:40,013 - INFO - [Train] step: 4999, loss_adv_disc: -3.572608, lr_disc: 0.000010
+2023-03-24 11:05:40,220 - INFO - [Train] step: 4999, loss_mpn: 0.018095, loss_rec: 0.114034, loss_semantic: 1.036043, loss_idmrf: 4.969024, loss_adv_gen: -186.450195, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:06:34,618 - INFO - [Eval] step: 4999, bce: 0.056485, psnr: 22.742197, ssim: 0.792567, lpips: 0.185052
+2023-03-24 11:07:10,989 - INFO - [Train] step: 5099, loss_adv_disc: -0.016933, lr_disc: 0.000010
+2023-03-24 11:07:11,197 - INFO - [Train] step: 5099, loss_mpn: 0.027071, loss_rec: 0.093184, loss_semantic: 1.035434, loss_idmrf: 5.044665, loss_adv_gen: -145.351578, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:07:43,062 - INFO - [Train] step: 5199, loss_adv_disc: -2.934620, lr_disc: 0.000010
+2023-03-24 11:07:43,279 - INFO - [Train] step: 5199, loss_mpn: 0.022449, loss_rec: 0.070463, loss_semantic: 0.869941, loss_idmrf: 7.328999, loss_adv_gen: -114.539856, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:08:15,095 - INFO - [Train] step: 5299, loss_adv_disc: -7.178723, lr_disc: 0.000010
+2023-03-24 11:08:15,303 - INFO - [Train] step: 5299, loss_mpn: 0.031164, loss_rec: 0.123749, loss_semantic: 1.060624, loss_idmrf: 4.903077, loss_adv_gen: -195.958008, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:08:47,393 - INFO - [Train] step: 5399, loss_adv_disc: -1.155546, lr_disc: 0.000010
+2023-03-24 11:08:47,609 - INFO - [Train] step: 5399, loss_mpn: 0.013706, loss_rec: 0.055116, loss_semantic: 0.672767, loss_idmrf: 4.455463, loss_adv_gen: -103.523254, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:09:19,278 - INFO - [Train] step: 5499, loss_adv_disc: -5.594422, lr_disc: 0.000010
+2023-03-24 11:09:19,487 - INFO - [Train] step: 5499, loss_mpn: 0.011950, loss_rec: 0.067840, loss_semantic: 0.825657, loss_idmrf: 2.994260, loss_adv_gen: -176.652740, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:09:50,929 - INFO - [Train] step: 5599, loss_adv_disc: -3.490229, lr_disc: 0.000010
+2023-03-24 11:09:51,138 - INFO - [Train] step: 5599, loss_mpn: 0.047781, loss_rec: 0.126559, loss_semantic: 1.049790, loss_idmrf: 6.443418, loss_adv_gen: -149.482330, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:10:23,424 - INFO - [Train] step: 5699, loss_adv_disc: -2.935494, lr_disc: 0.000010
+2023-03-24 11:10:23,633 - INFO - [Train] step: 5699, loss_mpn: 0.024907, loss_rec: 0.094164, loss_semantic: 1.000420, loss_idmrf: 4.323038, loss_adv_gen: -188.880203, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:10:55,288 - INFO - [Train] step: 5799, loss_adv_disc: -5.042782, lr_disc: 0.000010
+2023-03-24 11:10:55,496 - INFO - [Train] step: 5799, loss_mpn: 0.015720, loss_rec: 0.105825, loss_semantic: 0.839589, loss_idmrf: 3.630351, loss_adv_gen: -173.875793, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:11:27,400 - INFO - [Train] step: 5899, loss_adv_disc: 6.079320, lr_disc: 0.000010
+2023-03-24 11:11:27,603 - INFO - [Train] step: 5899, loss_mpn: 0.024587, loss_rec: 0.098900, loss_semantic: 0.939013, loss_idmrf: 3.254300, loss_adv_gen: -184.228256, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:12:00,176 - INFO - [Train] step: 5999, loss_adv_disc: -10.255716, lr_disc: 0.000010
+2023-03-24 11:12:00,380 - INFO - [Train] step: 5999, loss_mpn: 0.039689, loss_rec: 0.104053, loss_semantic: 1.011832, loss_idmrf: 7.537481, loss_adv_gen: -125.347847, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:12:53,790 - INFO - [Eval] step: 5999, bce: 0.056506, psnr: 22.748919, ssim: 0.788639, lpips: 0.186095
+2023-03-24 11:13:29,758 - INFO - [Train] step: 6099, loss_adv_disc: 0.400413, lr_disc: 0.000010
+2023-03-24 11:13:29,979 - INFO - [Train] step: 6099, loss_mpn: 0.016619, loss_rec: 0.075059, loss_semantic: 0.857752, loss_idmrf: 5.836268, loss_adv_gen: -134.872055, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:14:01,937 - INFO - [Train] step: 6199, loss_adv_disc: -11.349601, lr_disc: 0.000010
+2023-03-24 11:14:02,149 - INFO - [Train] step: 6199, loss_mpn: 0.019641, loss_rec: 0.100208, loss_semantic: 0.906022, loss_idmrf: 3.874465, loss_adv_gen: -189.415619, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:14:34,072 - INFO - [Train] step: 6299, loss_adv_disc: -2.971795, lr_disc: 0.000010
+2023-03-24 11:14:34,278 - INFO - [Train] step: 6299, loss_mpn: 0.015167, loss_rec: 0.103723, loss_semantic: 0.917455, loss_idmrf: 3.738299, loss_adv_gen: -197.247864, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:15:06,473 - INFO - [Train] step: 6399, loss_adv_disc: -18.240292, lr_disc: 0.000010
+2023-03-24 11:15:06,685 - INFO - [Train] step: 6399, loss_mpn: 0.020075, loss_rec: 0.108047, loss_semantic: 1.241417, loss_idmrf: 5.783228, loss_adv_gen: -149.930939, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:15:38,518 - INFO - [Train] step: 6499, loss_adv_disc: -3.266901, lr_disc: 0.000010
+2023-03-24 11:15:38,744 - INFO - [Train] step: 6499, loss_mpn: 0.010675, loss_rec: 0.046229, loss_semantic: 0.681216, loss_idmrf: 4.234130, loss_adv_gen: -98.500671, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:16:10,941 - INFO - [Train] step: 6599, loss_adv_disc: 1.000851, lr_disc: 0.000010
+2023-03-24 11:16:11,152 - INFO - [Train] step: 6599, loss_mpn: 0.015723, loss_rec: 0.045499, loss_semantic: 0.650204, loss_idmrf: 3.478994, loss_adv_gen: -116.565460, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:16:43,183 - INFO - [Train] step: 6699, loss_adv_disc: 1.755054, lr_disc: 0.000010
+2023-03-24 11:16:43,388 - INFO - [Train] step: 6699, loss_mpn: 0.018332, loss_rec: 0.084811, loss_semantic: 0.808925, loss_idmrf: 3.460596, loss_adv_gen: -163.991348, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:17:15,011 - INFO - [Train] step: 6799, loss_adv_disc: -5.692484, lr_disc: 0.000010
+2023-03-24 11:17:15,228 - INFO - [Train] step: 6799, loss_mpn: 0.024312, loss_rec: 0.086516, loss_semantic: 0.952759, loss_idmrf: 5.345148, loss_adv_gen: -157.719162, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:17:48,258 - INFO - [Train] step: 6899, loss_adv_disc: -3.752775, lr_disc: 0.000010
+2023-03-24 11:17:48,466 - INFO - [Train] step: 6899, loss_mpn: 0.041161, loss_rec: 0.102957, loss_semantic: 1.000135, loss_idmrf: 7.947532, loss_adv_gen: -142.513885, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:18:20,216 - INFO - [Train] step: 6999, loss_adv_disc: -4.606714, lr_disc: 0.000010
+2023-03-24 11:18:20,427 - INFO - [Train] step: 6999, loss_mpn: 0.033379, loss_rec: 0.118759, loss_semantic: 1.295995, loss_idmrf: 7.070011, loss_adv_gen: -202.826187, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:19:14,311 - INFO - [Eval] step: 6999, bce: 0.055775, psnr: 22.687389, ssim: 0.789900, lpips: 0.184627
+2023-03-24 11:19:50,250 - INFO - [Train] step: 7099, loss_adv_disc: -1.901342, lr_disc: 0.000010
+2023-03-24 11:19:50,457 - INFO - [Train] step: 7099, loss_mpn: 0.009980, loss_rec: 0.039363, loss_semantic: 0.635302, loss_idmrf: 2.993978, loss_adv_gen: -143.861938, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:20:22,607 - INFO - [Train] step: 7199, loss_adv_disc: 0.985069, lr_disc: 0.000010
+2023-03-24 11:20:22,812 - INFO - [Train] step: 7199, loss_mpn: 0.012512, loss_rec: 0.050212, loss_semantic: 0.570994, loss_idmrf: 1.350810, loss_adv_gen: -160.131058, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:20:54,352 - INFO - [Train] step: 7299, loss_adv_disc: -1.579157, lr_disc: 0.000010
+2023-03-24 11:20:54,564 - INFO - [Train] step: 7299, loss_mpn: 0.016473, loss_rec: 0.075404, loss_semantic: 0.803910, loss_idmrf: 3.598895, loss_adv_gen: -147.866791, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:21:26,336 - INFO - [Train] step: 7399, loss_adv_disc: -2.674016, lr_disc: 0.000010
+2023-03-24 11:21:26,546 - INFO - [Train] step: 7399, loss_mpn: 0.021751, loss_rec: 0.074691, loss_semantic: 0.839171, loss_idmrf: 4.494736, loss_adv_gen: -150.360489, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:21:58,797 - INFO - [Train] step: 7499, loss_adv_disc: -0.868167, lr_disc: 0.000010
+2023-03-24 11:21:59,009 - INFO - [Train] step: 7499, loss_mpn: 0.015221, loss_rec: 0.043591, loss_semantic: 0.447150, loss_idmrf: 2.200409, loss_adv_gen: -124.399582, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:22:30,899 - INFO - [Train] step: 7599, loss_adv_disc: 0.439096, lr_disc: 0.000010
+2023-03-24 11:22:31,116 - INFO - [Train] step: 7599, loss_mpn: 0.018017, loss_rec: 0.066010, loss_semantic: 0.743106, loss_idmrf: 3.465725, loss_adv_gen: -178.336807, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:23:03,096 - INFO - [Train] step: 7699, loss_adv_disc: -4.112019, lr_disc: 0.000010
+2023-03-24 11:23:03,309 - INFO - [Train] step: 7699, loss_mpn: 0.030180, loss_rec: 0.100549, loss_semantic: 0.955300, loss_idmrf: 6.252488, loss_adv_gen: -174.020950, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:23:35,801 - INFO - [Train] step: 7799, loss_adv_disc: -4.209236, lr_disc: 0.000010
+2023-03-24 11:23:36,014 - INFO - [Train] step: 7799, loss_mpn: 0.024248, loss_rec: 0.060546, loss_semantic: 0.772817, loss_idmrf: 6.166156, loss_adv_gen: -113.179977, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:24:08,235 - INFO - [Train] step: 7899, loss_adv_disc: 5.819537, lr_disc: 0.000010
+2023-03-24 11:24:08,443 - INFO - [Train] step: 7899, loss_mpn: 0.007979, loss_rec: 0.043389, loss_semantic: 0.536046, loss_idmrf: 1.858710, loss_adv_gen: -157.068756, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:24:39,857 - INFO - [Train] step: 7999, loss_adv_disc: -4.060091, lr_disc: 0.000010
+2023-03-24 11:24:40,068 - INFO - [Train] step: 7999, loss_mpn: 0.045701, loss_rec: 0.128946, loss_semantic: 1.340237, loss_idmrf: 6.398397, loss_adv_gen: -153.144791, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:25:33,634 - INFO - [Eval] step: 7999, bce: 0.057038, psnr: 22.750830, ssim: 0.790917, lpips: 0.184319
+2023-03-24 11:26:10,061 - INFO - [Train] step: 8099, loss_adv_disc: -1.347717, lr_disc: 0.000010
+2023-03-24 11:26:10,270 - INFO - [Train] step: 8099, loss_mpn: 0.013630, loss_rec: 0.051782, loss_semantic: 0.713238, loss_idmrf: 2.806319, loss_adv_gen: -164.671173, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:26:42,171 - INFO - [Train] step: 8199, loss_adv_disc: 0.379689, lr_disc: 0.000010
+2023-03-24 11:26:42,388 - INFO - [Train] step: 8199, loss_mpn: 0.009460, loss_rec: 0.085034, loss_semantic: 0.966784, loss_idmrf: 3.017255, loss_adv_gen: -173.351440, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:27:14,128 - INFO - [Train] step: 8299, loss_adv_disc: 2.306484, lr_disc: 0.000010
+2023-03-24 11:27:14,343 - INFO - [Train] step: 8299, loss_mpn: 0.056864, loss_rec: 0.104481, loss_semantic: 1.032625, loss_idmrf: 6.901639, loss_adv_gen: -141.223511, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:27:47,019 - INFO - [Train] step: 8399, loss_adv_disc: -4.606178, lr_disc: 0.000010
+2023-03-24 11:27:47,221 - INFO - [Train] step: 8399, loss_mpn: 0.039778, loss_rec: 0.101228, loss_semantic: 1.027961, loss_idmrf: 6.443760, loss_adv_gen: -122.994583, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:28:19,002 - INFO - [Train] step: 8499, loss_adv_disc: -5.679615, lr_disc: 0.000010
+2023-03-24 11:28:19,220 - INFO - [Train] step: 8499, loss_mpn: 0.016827, loss_rec: 0.110678, loss_semantic: 1.307930, loss_idmrf: 6.040463, loss_adv_gen: -187.747284, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:28:51,049 - INFO - [Train] step: 8599, loss_adv_disc: 2.321969, lr_disc: 0.000010
+2023-03-24 11:28:51,264 - INFO - [Train] step: 8599, loss_mpn: 0.010879, loss_rec: 0.043489, loss_semantic: 0.575212, loss_idmrf: 2.990572, loss_adv_gen: -122.278015, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:29:23,246 - INFO - [Train] step: 8699, loss_adv_disc: -1.015634, lr_disc: 0.000010
+2023-03-24 11:29:23,451 - INFO - [Train] step: 8699, loss_mpn: 0.024870, loss_rec: 0.081777, loss_semantic: 0.837961, loss_idmrf: 8.122154, loss_adv_gen: -148.333710, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:29:55,825 - INFO - [Train] step: 8799, loss_adv_disc: 5.004717, lr_disc: 0.000010
+2023-03-24 11:29:56,032 - INFO - [Train] step: 8799, loss_mpn: 0.064359, loss_rec: 0.119283, loss_semantic: 1.145040, loss_idmrf: 7.325168, loss_adv_gen: -154.587219, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:30:28,255 - INFO - [Train] step: 8899, loss_adv_disc: -14.724415, lr_disc: 0.000010
+2023-03-24 11:30:28,457 - INFO - [Train] step: 8899, loss_mpn: 0.035966, loss_rec: 0.105458, loss_semantic: 1.079288, loss_idmrf: 7.650434, loss_adv_gen: -112.063446, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:31:00,311 - INFO - [Train] step: 8999, loss_adv_disc: 1.720152, lr_disc: 0.000010
+2023-03-24 11:31:00,523 - INFO - [Train] step: 8999, loss_mpn: 0.014837, loss_rec: 0.080862, loss_semantic: 0.854976, loss_idmrf: 3.888149, loss_adv_gen: -156.606796, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:31:54,159 - INFO - [Eval] step: 8999, bce: 0.056589, psnr: 22.583855, ssim: 0.786837, lpips: 0.185377
+2023-03-24 11:32:30,075 - INFO - [Train] step: 9099, loss_adv_disc: 0.210078, lr_disc: 0.000010
+2023-03-24 11:32:30,286 - INFO - [Train] step: 9099, loss_mpn: 0.007461, loss_rec: 0.034965, loss_semantic: 0.512650, loss_idmrf: 2.411488, loss_adv_gen: -131.576477, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:33:02,029 - INFO - [Train] step: 9199, loss_adv_disc: 4.839350, lr_disc: 0.000010
+2023-03-24 11:33:02,236 - INFO - [Train] step: 9199, loss_mpn: 0.020612, loss_rec: 0.100865, loss_semantic: 1.178260, loss_idmrf: 5.510533, loss_adv_gen: -169.700058, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:33:33,798 - INFO - [Train] step: 9299, loss_adv_disc: 3.089187, lr_disc: 0.000010
+2023-03-24 11:33:34,016 - INFO - [Train] step: 9299, loss_mpn: 0.010036, loss_rec: 0.064707, loss_semantic: 0.712510, loss_idmrf: 1.985566, loss_adv_gen: -190.096024, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:34:06,541 - INFO - [Train] step: 9399, loss_adv_disc: 0.678009, lr_disc: 0.000010
+2023-03-24 11:34:06,759 - INFO - [Train] step: 9399, loss_mpn: 0.041387, loss_rec: 0.076105, loss_semantic: 0.782416, loss_idmrf: 6.028913, loss_adv_gen: -120.230026, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:34:38,388 - INFO - [Train] step: 9499, loss_adv_disc: -2.479187, lr_disc: 0.000010
+2023-03-24 11:34:38,593 - INFO - [Train] step: 9499, loss_mpn: 0.036003, loss_rec: 0.080174, loss_semantic: 0.958971, loss_idmrf: 6.664412, loss_adv_gen: -116.885147, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:35:10,534 - INFO - [Train] step: 9599, loss_adv_disc: -9.223536, lr_disc: 0.000010
+2023-03-24 11:35:10,739 - INFO - [Train] step: 9599, loss_mpn: 0.029572, loss_rec: 0.123924, loss_semantic: 1.149459, loss_idmrf: 7.048434, loss_adv_gen: -142.055634, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:35:42,566 - INFO - [Train] step: 9699, loss_adv_disc: 2.363577, lr_disc: 0.000010
+2023-03-24 11:35:42,787 - INFO - [Train] step: 9699, loss_mpn: 0.015263, loss_rec: 0.052296, loss_semantic: 0.720766, loss_idmrf: 4.352501, loss_adv_gen: -136.209610, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:36:14,789 - INFO - [Train] step: 9799, loss_adv_disc: 1.951557, lr_disc: 0.000010
+2023-03-24 11:36:14,999 - INFO - [Train] step: 9799, loss_mpn: 0.011081, loss_rec: 0.039089, loss_semantic: 0.591397, loss_idmrf: 2.913689, loss_adv_gen: -134.746033, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:36:47,025 - INFO - [Train] step: 9899, loss_adv_disc: -4.447770, lr_disc: 0.000010
+2023-03-24 11:36:47,239 - INFO - [Train] step: 9899, loss_mpn: 0.035945, loss_rec: 0.075247, loss_semantic: 0.732216, loss_idmrf: 6.659466, loss_adv_gen: -77.573868, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:37:19,314 - INFO - [Train] step: 9999, loss_adv_disc: 3.387034, lr_disc: 0.000010
+2023-03-24 11:37:19,523 - INFO - [Train] step: 9999, loss_mpn: 0.018060, loss_rec: 0.045534, loss_semantic: 0.588420, loss_idmrf: 4.075313, loss_adv_gen: -139.400574, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:38:12,829 - INFO - [Eval] step: 9999, bce: 0.056688, psnr: 22.640976, ssim: 0.786614, lpips: 0.185692
+2023-03-24 11:38:49,303 - INFO - [Train] step: 10099, loss_adv_disc: -5.103625, lr_disc: 0.000010
+2023-03-24 11:38:49,525 - INFO - [Train] step: 10099, loss_mpn: 0.027809, loss_rec: 0.124460, loss_semantic: 1.225036, loss_idmrf: 4.960110, loss_adv_gen: -185.893967, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:39:21,380 - INFO - [Train] step: 10199, loss_adv_disc: -4.243718, lr_disc: 0.000010
+2023-03-24 11:39:21,595 - INFO - [Train] step: 10199, loss_mpn: 0.046282, loss_rec: 0.087339, loss_semantic: 0.884159, loss_idmrf: 5.633456, loss_adv_gen: -177.244232, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:39:53,784 - INFO - [Train] step: 10299, loss_adv_disc: 2.107223, lr_disc: 0.000010
+2023-03-24 11:39:53,993 - INFO - [Train] step: 10299, loss_mpn: 0.012283, loss_rec: 0.083988, loss_semantic: 0.842071, loss_idmrf: 2.094241, loss_adv_gen: -242.645157, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:40:25,733 - INFO - [Train] step: 10399, loss_adv_disc: -5.235941, lr_disc: 0.000010
+2023-03-24 11:40:25,939 - INFO - [Train] step: 10399, loss_mpn: 0.027453, loss_rec: 0.087207, loss_semantic: 0.861441, loss_idmrf: 7.864478, loss_adv_gen: -148.324265, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:40:57,946 - INFO - [Train] step: 10499, loss_adv_disc: -4.914571, lr_disc: 0.000010
+2023-03-24 11:40:58,159 - INFO - [Train] step: 10499, loss_mpn: 0.031865, loss_rec: 0.124991, loss_semantic: 1.198394, loss_idmrf: 6.014431, loss_adv_gen: -149.047943, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:41:29,920 - INFO - [Train] step: 10599, loss_adv_disc: -4.309441, lr_disc: 0.000010
+2023-03-24 11:41:30,128 - INFO - [Train] step: 10599, loss_mpn: 0.016197, loss_rec: 0.062741, loss_semantic: 0.750976, loss_idmrf: 3.088739, loss_adv_gen: -171.365509, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:42:02,072 - INFO - [Train] step: 10699, loss_adv_disc: 1.259255, lr_disc: 0.000010
+2023-03-24 11:42:02,280 - INFO - [Train] step: 10699, loss_mpn: 0.013883, loss_rec: 0.056333, loss_semantic: 0.665062, loss_idmrf: 2.730313, loss_adv_gen: -131.965179, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:42:35,102 - INFO - [Train] step: 10799, loss_adv_disc: -2.979472, lr_disc: 0.000010
+2023-03-24 11:42:35,299 - INFO - [Train] step: 10799, loss_mpn: 0.047457, loss_rec: 0.090194, loss_semantic: 1.064256, loss_idmrf: 6.517761, loss_adv_gen: -123.564133, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:43:06,980 - INFO - [Train] step: 10899, loss_adv_disc: -0.050312, lr_disc: 0.000010
+2023-03-24 11:43:07,198 - INFO - [Train] step: 10899, loss_mpn: 0.027588, loss_rec: 0.074703, loss_semantic: 0.770574, loss_idmrf: 3.201871, loss_adv_gen: -139.100784, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:43:39,205 - INFO - [Train] step: 10999, loss_adv_disc: 4.351976, lr_disc: 0.000010
+2023-03-24 11:43:39,418 - INFO - [Train] step: 10999, loss_mpn: 0.015778, loss_rec: 0.067049, loss_semantic: 0.716086, loss_idmrf: 2.514707, loss_adv_gen: -171.923492, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:44:33,546 - INFO - [Eval] step: 10999, bce: 0.056548, psnr: 22.381603, ssim: 0.783317, lpips: 0.185436
+2023-03-24 11:45:10,131 - INFO - [Train] step: 11099, loss_adv_disc: -1.147835, lr_disc: 0.000010
+2023-03-24 11:45:10,344 - INFO - [Train] step: 11099, loss_mpn: 0.015839, loss_rec: 0.036028, loss_semantic: 0.486421, loss_idmrf: 4.213488, loss_adv_gen: -90.821968, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:45:42,119 - INFO - [Train] step: 11199, loss_adv_disc: -3.396275, lr_disc: 0.000010
+2023-03-24 11:45:42,326 - INFO - [Train] step: 11199, loss_mpn: 0.029259, loss_rec: 0.104549, loss_semantic: 0.820911, loss_idmrf: 4.727642, loss_adv_gen: -145.572189, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:46:14,256 - INFO - [Train] step: 11299, loss_adv_disc: 0.899584, lr_disc: 0.000010
+2023-03-24 11:46:14,462 - INFO - [Train] step: 11299, loss_mpn: 0.025072, loss_rec: 0.110883, loss_semantic: 1.194207, loss_idmrf: 4.541760, loss_adv_gen: -189.601212, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:46:45,959 - INFO - [Train] step: 11399, loss_adv_disc: -9.537180, lr_disc: 0.000010
+2023-03-24 11:46:46,164 - INFO - [Train] step: 11399, loss_mpn: 0.027844, loss_rec: 0.118542, loss_semantic: 1.098137, loss_idmrf: 4.262259, loss_adv_gen: -197.330200, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:47:18,087 - INFO - [Train] step: 11499, loss_adv_disc: -17.366859, lr_disc: 0.000010
+2023-03-24 11:47:18,298 - INFO - [Train] step: 11499, loss_mpn: 0.084313, loss_rec: 0.159071, loss_semantic: 1.216050, loss_idmrf: 8.402306, loss_adv_gen: -107.086891, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:47:49,669 - INFO - [Train] step: 11599, loss_adv_disc: 2.352786, lr_disc: 0.000010
+2023-03-24 11:47:49,879 - INFO - [Train] step: 11599, loss_mpn: 0.015997, loss_rec: 0.072595, loss_semantic: 0.837802, loss_idmrf: 3.507707, loss_adv_gen: -175.151657, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:48:22,403 - INFO - [Train] step: 11699, loss_adv_disc: 3.037913, lr_disc: 0.000010
+2023-03-24 11:48:22,612 - INFO - [Train] step: 11699, loss_mpn: 0.005988, loss_rec: 0.033371, loss_semantic: 0.503882, loss_idmrf: 1.827034, loss_adv_gen: -125.497368, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:48:55,151 - INFO - [Train] step: 11799, loss_adv_disc: 4.838720, lr_disc: 0.000010
+2023-03-24 11:48:55,364 - INFO - [Train] step: 11799, loss_mpn: 0.001003, loss_rec: 0.015924, loss_semantic: 0.271701, loss_idmrf: 0.398534, loss_adv_gen: -130.309723, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:49:27,156 - INFO - [Train] step: 11899, loss_adv_disc: 6.490552, lr_disc: 0.000010
+2023-03-24 11:49:27,376 - INFO - [Train] step: 11899, loss_mpn: 0.039418, loss_rec: 0.109465, loss_semantic: 1.117992, loss_idmrf: 6.157950, loss_adv_gen: -197.074921, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:49:58,712 - INFO - [Train] step: 11999, loss_adv_disc: 4.450169, lr_disc: 0.000010
+2023-03-24 11:49:58,929 - INFO - [Train] step: 11999, loss_mpn: 0.007644, loss_rec: 0.039306, loss_semantic: 0.526874, loss_idmrf: 1.583565, loss_adv_gen: -182.985565, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:50:52,415 - INFO - [Eval] step: 11999, bce: 0.056946, psnr: 22.684072, ssim: 0.789969, lpips: 0.183279
+2023-03-24 11:51:29,197 - INFO - [Train] step: 12099, loss_adv_disc: -6.032185, lr_disc: 0.000010
+2023-03-24 11:51:29,404 - INFO - [Train] step: 12099, loss_mpn: 0.011967, loss_rec: 0.104673, loss_semantic: 0.988828, loss_idmrf: 4.073650, loss_adv_gen: -178.890747, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:52:00,714 - INFO - [Train] step: 12199, loss_adv_disc: -1.407257, lr_disc: 0.000010
+2023-03-24 11:52:00,925 - INFO - [Train] step: 12199, loss_mpn: 0.024532, loss_rec: 0.049855, loss_semantic: 0.758317, loss_idmrf: 3.680110, loss_adv_gen: -141.028870, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:52:32,538 - INFO - [Train] step: 12299, loss_adv_disc: -0.988831, lr_disc: 0.000010
+2023-03-24 11:52:32,745 - INFO - [Train] step: 12299, loss_mpn: 0.018463, loss_rec: 0.077432, loss_semantic: 0.827202, loss_idmrf: 4.567850, loss_adv_gen: -166.989822, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:53:05,150 - INFO - [Train] step: 12399, loss_adv_disc: -8.246377, lr_disc: 0.000010
+2023-03-24 11:53:05,359 - INFO - [Train] step: 12399, loss_mpn: 0.071175, loss_rec: 0.168676, loss_semantic: 1.330540, loss_idmrf: 7.621051, loss_adv_gen: -169.146896, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:53:36,759 - INFO - [Train] step: 12499, loss_adv_disc: -2.314086, lr_disc: 0.000010
+2023-03-24 11:53:36,977 - INFO - [Train] step: 12499, loss_mpn: 0.029523, loss_rec: 0.112122, loss_semantic: 1.034669, loss_idmrf: 8.243261, loss_adv_gen: -138.022552, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:54:09,027 - INFO - [Train] step: 12599, loss_adv_disc: -4.403706, lr_disc: 0.000010
+2023-03-24 11:54:09,231 - INFO - [Train] step: 12599, loss_mpn: 0.014371, loss_rec: 0.075601, loss_semantic: 0.761814, loss_idmrf: 3.503600, loss_adv_gen: -137.278900, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:54:41,832 - INFO - [Train] step: 12699, loss_adv_disc: -1.811377, lr_disc: 0.000010
+2023-03-24 11:54:42,042 - INFO - [Train] step: 12699, loss_mpn: 0.027938, loss_rec: 0.113582, loss_semantic: 1.205082, loss_idmrf: 7.771564, loss_adv_gen: -154.531967, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:55:14,089 - INFO - [Train] step: 12799, loss_adv_disc: 4.879502, lr_disc: 0.000010
+2023-03-24 11:55:14,300 - INFO - [Train] step: 12799, loss_mpn: 0.033807, loss_rec: 0.126509, loss_semantic: 1.139759, loss_idmrf: 5.401570, loss_adv_gen: -205.935486, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:55:45,345 - INFO - [Train] step: 12899, loss_adv_disc: -7.139236, lr_disc: 0.000010
+2023-03-24 11:55:45,554 - INFO - [Train] step: 12899, loss_mpn: 0.038851, loss_rec: 0.124285, loss_semantic: 1.176882, loss_idmrf: 4.463912, loss_adv_gen: -201.353546, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:56:17,804 - INFO - [Train] step: 12999, loss_adv_disc: -7.830813, lr_disc: 0.000010
+2023-03-24 11:56:18,010 - INFO - [Train] step: 12999, loss_mpn: 0.034692, loss_rec: 0.101767, loss_semantic: 0.949178, loss_idmrf: 3.706351, loss_adv_gen: -157.723602, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:57:12,068 - INFO - [Eval] step: 12999, bce: 0.057526, psnr: 22.813322, ssim: 0.792253, lpips: 0.182512
+2023-03-24 11:57:47,899 - INFO - [Train] step: 13099, loss_adv_disc: 0.777829, lr_disc: 0.000010
+2023-03-24 11:57:48,105 - INFO - [Train] step: 13099, loss_mpn: 0.002192, loss_rec: 0.015801, loss_semantic: 0.232554, loss_idmrf: 1.098546, loss_adv_gen: -94.903976, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:58:19,775 - INFO - [Train] step: 13199, loss_adv_disc: 2.284197, lr_disc: 0.000010
+2023-03-24 11:58:19,988 - INFO - [Train] step: 13199, loss_mpn: 0.010041, loss_rec: 0.042094, loss_semantic: 0.594844, loss_idmrf: 3.562640, loss_adv_gen: -146.733765, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:58:52,025 - INFO - [Train] step: 13299, loss_adv_disc: 5.016699, lr_disc: 0.000010
+2023-03-24 11:58:52,240 - INFO - [Train] step: 13299, loss_mpn: 0.000645, loss_rec: 0.020792, loss_semantic: 0.301335, loss_idmrf: 0.516278, loss_adv_gen: -123.020554, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:59:24,233 - INFO - [Train] step: 13399, loss_adv_disc: -4.119091, lr_disc: 0.000010
+2023-03-24 11:59:24,443 - INFO - [Train] step: 13399, loss_mpn: 0.026868, loss_rec: 0.109504, loss_semantic: 1.096316, loss_idmrf: 5.486305, loss_adv_gen: -161.403336, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:59:56,247 - INFO - [Train] step: 13499, loss_adv_disc: 1.321906, lr_disc: 0.000010
+2023-03-24 11:59:56,454 - INFO - [Train] step: 13499, loss_mpn: 0.014506, loss_rec: 0.046879, loss_semantic: 0.727818, loss_idmrf: 5.309844, loss_adv_gen: -143.173370, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:00:28,497 - INFO - [Train] step: 13599, loss_adv_disc: 1.404561, lr_disc: 0.000010
+2023-03-24 12:00:28,716 - INFO - [Train] step: 13599, loss_mpn: 0.031625, loss_rec: 0.045580, loss_semantic: 0.563789, loss_idmrf: 4.416992, loss_adv_gen: -101.625656, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:01:01,223 - INFO - [Train] step: 13699, loss_adv_disc: -1.737868, lr_disc: 0.000010
+2023-03-24 12:01:01,439 - INFO - [Train] step: 13699, loss_mpn: 0.021925, loss_rec: 0.055899, loss_semantic: 0.728082, loss_idmrf: 4.657367, loss_adv_gen: -124.352570, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:01:33,059 - INFO - [Train] step: 13799, loss_adv_disc: -5.585587, lr_disc: 0.000010
+2023-03-24 12:01:33,272 - INFO - [Train] step: 13799, loss_mpn: 0.036114, loss_rec: 0.075285, loss_semantic: 0.654478, loss_idmrf: 3.638425, loss_adv_gen: -162.898102, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:02:05,455 - INFO - [Train] step: 13899, loss_adv_disc: 2.579202, lr_disc: 0.000010
+2023-03-24 12:02:05,668 - INFO - [Train] step: 13899, loss_mpn: 0.023803, loss_rec: 0.088626, loss_semantic: 1.042083, loss_idmrf: 4.057010, loss_adv_gen: -162.914307, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:02:37,496 - INFO - [Train] step: 13999, loss_adv_disc: 4.461067, lr_disc: 0.000010
+2023-03-24 12:02:37,707 - INFO - [Train] step: 13999, loss_mpn: 0.012846, loss_rec: 0.052692, loss_semantic: 0.647529, loss_idmrf: 2.514657, loss_adv_gen: -155.292923, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:03:31,199 - INFO - [Eval] step: 13999, bce: 0.056363, psnr: 22.700317, ssim: 0.789728, lpips: 0.182847
+2023-03-24 12:04:06,954 - INFO - [Train] step: 14099, loss_adv_disc: -1.077652, lr_disc: 0.000010
+2023-03-24 12:04:07,156 - INFO - [Train] step: 14099, loss_mpn: 0.019983, loss_rec: 0.070193, loss_semantic: 0.828970, loss_idmrf: 4.199111, loss_adv_gen: -177.753510, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:04:38,966 - INFO - [Train] step: 14199, loss_adv_disc: -0.882429, lr_disc: 0.000010
+2023-03-24 12:04:39,175 - INFO - [Train] step: 14199, loss_mpn: 0.032406, loss_rec: 0.079518, loss_semantic: 0.976218, loss_idmrf: 6.038793, loss_adv_gen: -148.268051, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:05:10,615 - INFO - [Train] step: 14299, loss_adv_disc: 5.396665, lr_disc: 0.000010
+2023-03-24 12:05:10,825 - INFO - [Train] step: 14299, loss_mpn: 0.007585, loss_rec: 0.052607, loss_semantic: 0.642091, loss_idmrf: 2.205518, loss_adv_gen: -182.005081, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:05:42,768 - INFO - [Train] step: 14399, loss_adv_disc: -5.791750, lr_disc: 0.000010
+2023-03-24 12:05:42,977 - INFO - [Train] step: 14399, loss_mpn: 0.029692, loss_rec: 0.082392, loss_semantic: 0.988245, loss_idmrf: 5.417119, loss_adv_gen: -142.352341, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:06:14,893 - INFO - [Train] step: 14499, loss_adv_disc: 0.093942, lr_disc: 0.000010
+2023-03-24 12:06:15,100 - INFO - [Train] step: 14499, loss_mpn: 0.019859, loss_rec: 0.056509, loss_semantic: 0.789983, loss_idmrf: 3.549498, loss_adv_gen: -163.393402, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:06:47,479 - INFO - [Train] step: 14599, loss_adv_disc: 0.055464, lr_disc: 0.000010
+2023-03-24 12:06:47,693 - INFO - [Train] step: 14599, loss_mpn: 0.019993, loss_rec: 0.057325, loss_semantic: 0.631982, loss_idmrf: 2.928994, loss_adv_gen: -137.085388, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:07:19,513 - INFO - [Train] step: 14699, loss_adv_disc: 0.478015, lr_disc: 0.000010
+2023-03-24 12:07:19,729 - INFO - [Train] step: 14699, loss_mpn: 0.011086, loss_rec: 0.049051, loss_semantic: 0.597142, loss_idmrf: 3.025791, loss_adv_gen: -84.865540, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:07:51,615 - INFO - [Train] step: 14799, loss_adv_disc: 1.883893, lr_disc: 0.000010
+2023-03-24 12:07:51,816 - INFO - [Train] step: 14799, loss_mpn: 0.015885, loss_rec: 0.044538, loss_semantic: 0.607303, loss_idmrf: 3.408147, loss_adv_gen: -118.890045, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:08:23,742 - INFO - [Train] step: 14899, loss_adv_disc: -2.588645, lr_disc: 0.000010
+2023-03-24 12:08:23,954 - INFO - [Train] step: 14899, loss_mpn: 0.011475, loss_rec: 0.054091, loss_semantic: 0.737518, loss_idmrf: 2.858418, loss_adv_gen: -137.623230, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:08:55,622 - INFO - [Train] step: 14999, loss_adv_disc: -1.543429, lr_disc: 0.000010
+2023-03-24 12:08:55,838 - INFO - [Train] step: 14999, loss_mpn: 0.015880, loss_rec: 0.075231, loss_semantic: 0.845307, loss_idmrf: 4.386079, loss_adv_gen: -126.164062, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:09:49,496 - INFO - [Eval] step: 14999, bce: 0.056873, psnr: 22.695446, ssim: 0.790454, lpips: 0.181267
+2023-03-24 12:10:25,373 - INFO - [Train] step: 15099, loss_adv_disc: -8.784605, lr_disc: 0.000010
+2023-03-24 12:10:25,591 - INFO - [Train] step: 15099, loss_mpn: 0.055224, loss_rec: 0.151106, loss_semantic: 1.418677, loss_idmrf: 10.704508, loss_adv_gen: -154.344086, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:10:57,554 - INFO - [Train] step: 15199, loss_adv_disc: -7.308486, lr_disc: 0.000010
+2023-03-24 12:10:57,762 - INFO - [Train] step: 15199, loss_mpn: 0.023817, loss_rec: 0.087287, loss_semantic: 0.927221, loss_idmrf: 5.640599, loss_adv_gen: -122.065369, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:11:29,178 - INFO - [Train] step: 15299, loss_adv_disc: 0.082863, lr_disc: 0.000010
+2023-03-24 12:11:29,381 - INFO - [Train] step: 15299, loss_mpn: 0.017180, loss_rec: 0.089552, loss_semantic: 1.115743, loss_idmrf: 5.064072, loss_adv_gen: -188.045532, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:12:01,483 - INFO - [Train] step: 15399, loss_adv_disc: -5.324277, lr_disc: 0.000010
+2023-03-24 12:12:01,700 - INFO - [Train] step: 15399, loss_mpn: 0.026065, loss_rec: 0.097827, loss_semantic: 1.036951, loss_idmrf: 6.074210, loss_adv_gen: -172.496109, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:12:34,111 - INFO - [Train] step: 15499, loss_adv_disc: 0.416765, lr_disc: 0.000010
+2023-03-24 12:12:34,325 - INFO - [Train] step: 15499, loss_mpn: 0.023766, loss_rec: 0.047595, loss_semantic: 0.714265, loss_idmrf: 6.792835, loss_adv_gen: -110.141426, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:13:06,873 - INFO - [Train] step: 15599, loss_adv_disc: 0.440665, lr_disc: 0.000010
+2023-03-24 12:13:07,079 - INFO - [Train] step: 15599, loss_mpn: 0.023076, loss_rec: 0.076622, loss_semantic: 0.797282, loss_idmrf: 3.127181, loss_adv_gen: -144.978790, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:13:39,668 - INFO - [Train] step: 15699, loss_adv_disc: -7.065027, lr_disc: 0.000010
+2023-03-24 12:13:39,882 - INFO - [Train] step: 15699, loss_mpn: 0.038961, loss_rec: 0.126908, loss_semantic: 1.195621, loss_idmrf: 6.037238, loss_adv_gen: -184.556717, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:14:12,324 - INFO - [Train] step: 15799, loss_adv_disc: -0.670920, lr_disc: 0.000010
+2023-03-24 12:14:12,530 - INFO - [Train] step: 15799, loss_mpn: 0.045581, loss_rec: 0.111966, loss_semantic: 1.133766, loss_idmrf: 4.789221, loss_adv_gen: -173.415771, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:14:43,874 - INFO - [Train] step: 15899, loss_adv_disc: -4.198391, lr_disc: 0.000010
+2023-03-24 12:14:44,087 - INFO - [Train] step: 15899, loss_mpn: 0.025699, loss_rec: 0.105139, loss_semantic: 1.011372, loss_idmrf: 4.553303, loss_adv_gen: -203.039520, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:15:16,090 - INFO - [Train] step: 15999, loss_adv_disc: -2.542002, lr_disc: 0.000010
+2023-03-24 12:15:16,298 - INFO - [Train] step: 15999, loss_mpn: 0.011661, loss_rec: 0.065152, loss_semantic: 0.774826, loss_idmrf: 6.176682, loss_adv_gen: -129.461502, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:16:09,141 - INFO - [Eval] step: 15999, bce: 0.056937, psnr: 22.721758, ssim: 0.789902, lpips: 0.181605
+2023-03-24 12:16:45,355 - INFO - [Train] step: 16099, loss_adv_disc: -7.849249, lr_disc: 0.000010
+2023-03-24 12:16:45,564 - INFO - [Train] step: 16099, loss_mpn: 0.029749, loss_rec: 0.109795, loss_semantic: 1.061269, loss_idmrf: 4.979250, loss_adv_gen: -141.276428, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:17:17,001 - INFO - [Train] step: 16199, loss_adv_disc: -1.148866, lr_disc: 0.000010
+2023-03-24 12:17:17,209 - INFO - [Train] step: 16199, loss_mpn: 0.043614, loss_rec: 0.087418, loss_semantic: 0.907663, loss_idmrf: 4.940521, loss_adv_gen: -154.479279, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:17:48,982 - INFO - [Train] step: 16299, loss_adv_disc: 2.913670, lr_disc: 0.000010
+2023-03-24 12:17:49,190 - INFO - [Train] step: 16299, loss_mpn: 0.018173, loss_rec: 0.054512, loss_semantic: 0.761315, loss_idmrf: 3.476063, loss_adv_gen: -178.556656, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:18:21,387 - INFO - [Train] step: 16399, loss_adv_disc: -0.962237, lr_disc: 0.000010
+2023-03-24 12:18:21,596 - INFO - [Train] step: 16399, loss_mpn: 0.026323, loss_rec: 0.041563, loss_semantic: 0.805499, loss_idmrf: 6.276523, loss_adv_gen: -129.247314, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:18:53,444 - INFO - [Train] step: 16499, loss_adv_disc: -3.288829, lr_disc: 0.000010
+2023-03-24 12:18:53,665 - INFO - [Train] step: 16499, loss_mpn: 0.011768, loss_rec: 0.089737, loss_semantic: 0.880370, loss_idmrf: 2.055564, loss_adv_gen: -173.980606, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:19:25,988 - INFO - [Train] step: 16599, loss_adv_disc: -3.925228, lr_disc: 0.000010
+2023-03-24 12:19:26,192 - INFO - [Train] step: 16599, loss_mpn: 0.025748, loss_rec: 0.089570, loss_semantic: 0.936533, loss_idmrf: 6.167285, loss_adv_gen: -155.252106, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:19:58,299 - INFO - [Train] step: 16699, loss_adv_disc: 2.823016, lr_disc: 0.000010
+2023-03-24 12:19:58,510 - INFO - [Train] step: 16699, loss_mpn: 0.020581, loss_rec: 0.066584, loss_semantic: 0.734418, loss_idmrf: 3.310301, loss_adv_gen: -162.907196, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:20:30,295 - INFO - [Train] step: 16799, loss_adv_disc: -1.854527, lr_disc: 0.000010
+2023-03-24 12:20:30,500 - INFO - [Train] step: 16799, loss_mpn: 0.008362, loss_rec: 0.038460, loss_semantic: 0.537083, loss_idmrf: 1.834757, loss_adv_gen: -102.614304, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:21:01,892 - INFO - [Train] step: 16899, loss_adv_disc: 0.227128, lr_disc: 0.000010
+2023-03-24 12:21:02,102 - INFO - [Train] step: 16899, loss_mpn: 0.027837, loss_rec: 0.074635, loss_semantic: 0.904214, loss_idmrf: 5.128735, loss_adv_gen: -158.682434, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:21:34,053 - INFO - [Train] step: 16999, loss_adv_disc: -2.528550, lr_disc: 0.000010
+2023-03-24 12:21:34,264 - INFO - [Train] step: 16999, loss_mpn: 0.027564, loss_rec: 0.055368, loss_semantic: 0.840803, loss_idmrf: 5.097489, loss_adv_gen: -139.732834, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:22:27,762 - INFO - [Eval] step: 16999, bce: 0.056056, psnr: 22.748877, ssim: 0.791903, lpips: 0.179335
+2023-03-24 12:23:04,140 - INFO - [Train] step: 17099, loss_adv_disc: 1.013603, lr_disc: 0.000010
+2023-03-24 12:23:04,357 - INFO - [Train] step: 17099, loss_mpn: 0.005955, loss_rec: 0.042939, loss_semantic: 0.614296, loss_idmrf: 1.954001, loss_adv_gen: -187.905090, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:23:35,968 - INFO - [Train] step: 17199, loss_adv_disc: -3.539875, lr_disc: 0.000010
+2023-03-24 12:23:36,178 - INFO - [Train] step: 17199, loss_mpn: 0.016193, loss_rec: 0.047450, loss_semantic: 0.618287, loss_idmrf: 5.018986, loss_adv_gen: -117.986969, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:24:08,711 - INFO - [Train] step: 17299, loss_adv_disc: 0.605215, lr_disc: 0.000010
+2023-03-24 12:24:08,928 - INFO - [Train] step: 17299, loss_mpn: 0.018751, loss_rec: 0.067049, loss_semantic: 0.721253, loss_idmrf: 4.022182, loss_adv_gen: -148.358582, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:24:40,570 - INFO - [Train] step: 17399, loss_adv_disc: 0.820212, lr_disc: 0.000010
+2023-03-24 12:24:40,785 - INFO - [Train] step: 17399, loss_mpn: 0.035979, loss_rec: 0.147484, loss_semantic: 1.325615, loss_idmrf: 8.140386, loss_adv_gen: -211.460480, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:25:12,884 - INFO - [Train] step: 17499, loss_adv_disc: 0.574916, lr_disc: 0.000010
+2023-03-24 12:25:13,085 - INFO - [Train] step: 17499, loss_mpn: 0.028389, loss_rec: 0.112435, loss_semantic: 1.163825, loss_idmrf: 5.996258, loss_adv_gen: -140.631866, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:25:45,176 - INFO - [Train] step: 17599, loss_adv_disc: -2.897591, lr_disc: 0.000010
+2023-03-24 12:25:45,381 - INFO - [Train] step: 17599, loss_mpn: 0.017555, loss_rec: 0.095951, loss_semantic: 0.988064, loss_idmrf: 5.042531, loss_adv_gen: -185.668884, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:26:17,177 - INFO - [Train] step: 17699, loss_adv_disc: 2.683538, lr_disc: 0.000010
+2023-03-24 12:26:17,385 - INFO - [Train] step: 17699, loss_mpn: 0.012026, loss_rec: 0.083544, loss_semantic: 0.864038, loss_idmrf: 3.894738, loss_adv_gen: -171.869965, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:26:49,438 - INFO - [Train] step: 17799, loss_adv_disc: -5.837681, lr_disc: 0.000010
+2023-03-24 12:26:49,649 - INFO - [Train] step: 17799, loss_mpn: 0.025320, loss_rec: 0.068191, loss_semantic: 0.662259, loss_idmrf: 4.727157, loss_adv_gen: -125.156006, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:27:21,358 - INFO - [Train] step: 17899, loss_adv_disc: -0.980340, lr_disc: 0.000010
+2023-03-24 12:27:21,564 - INFO - [Train] step: 17899, loss_mpn: 0.031611, loss_rec: 0.057797, loss_semantic: 0.662469, loss_idmrf: 5.623991, loss_adv_gen: -145.179718, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:27:53,317 - INFO - [Train] step: 17999, loss_adv_disc: -0.515212, lr_disc: 0.000010
+2023-03-24 12:27:53,529 - INFO - [Train] step: 17999, loss_mpn: 0.009258, loss_rec: 0.056819, loss_semantic: 0.662854, loss_idmrf: 2.732170, loss_adv_gen: -130.929932, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:28:46,977 - INFO - [Eval] step: 17999, bce: 0.056939, psnr: 22.725319, ssim: 0.788628, lpips: 0.180299
+2023-03-24 12:29:22,661 - INFO - [Train] step: 18099, loss_adv_disc: -2.311159, lr_disc: 0.000010
+2023-03-24 12:29:22,868 - INFO - [Train] step: 18099, loss_mpn: 0.029091, loss_rec: 0.096741, loss_semantic: 1.083617, loss_idmrf: 4.611707, loss_adv_gen: -195.332306, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:29:54,595 - INFO - [Train] step: 18199, loss_adv_disc: -3.967077, lr_disc: 0.000010
+2023-03-24 12:29:55,091 - INFO - [Train] step: 18199, loss_mpn: 0.035062, loss_rec: 0.077985, loss_semantic: 0.942925, loss_idmrf: 5.595059, loss_adv_gen: -155.792175, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:30:26,403 - INFO - [Train] step: 18299, loss_adv_disc: 1.433098, lr_disc: 0.000010
+2023-03-24 12:30:26,611 - INFO - [Train] step: 18299, loss_mpn: 0.026031, loss_rec: 0.067010, loss_semantic: 0.780044, loss_idmrf: 3.587011, loss_adv_gen: -139.146790, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:30:58,157 - INFO - [Train] step: 18399, loss_adv_disc: -1.487224, lr_disc: 0.000010
+2023-03-24 12:30:58,370 - INFO - [Train] step: 18399, loss_mpn: 0.033855, loss_rec: 0.098303, loss_semantic: 0.993516, loss_idmrf: 6.516953, loss_adv_gen: -171.204300, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:31:30,649 - INFO - [Train] step: 18499, loss_adv_disc: 3.806795, lr_disc: 0.000010
+2023-03-24 12:31:30,860 - INFO - [Train] step: 18499, loss_mpn: 0.004955, loss_rec: 0.030009, loss_semantic: 0.467450, loss_idmrf: 1.476565, loss_adv_gen: -184.915985, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:32:02,526 - INFO - [Train] step: 18599, loss_adv_disc: 1.391992, lr_disc: 0.000010
+2023-03-24 12:32:02,731 - INFO - [Train] step: 18599, loss_mpn: 0.026698, loss_rec: 0.078719, loss_semantic: 0.875441, loss_idmrf: 4.935033, loss_adv_gen: -165.440140, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:32:33,849 - INFO - [Train] step: 18699, loss_adv_disc: 4.202056, lr_disc: 0.000010
+2023-03-24 12:32:34,058 - INFO - [Train] step: 18699, loss_mpn: 0.001847, loss_rec: 0.023344, loss_semantic: 0.339952, loss_idmrf: 0.773247, loss_adv_gen: -169.301178, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:33:05,871 - INFO - [Train] step: 18799, loss_adv_disc: -0.749410, lr_disc: 0.000010
+2023-03-24 12:33:06,078 - INFO - [Train] step: 18799, loss_mpn: 0.013645, loss_rec: 0.089788, loss_semantic: 0.905234, loss_idmrf: 3.905300, loss_adv_gen: -156.806671, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:33:37,617 - INFO - [Train] step: 18899, loss_adv_disc: -0.337600, lr_disc: 0.000010
+2023-03-24 12:33:37,824 - INFO - [Train] step: 18899, loss_mpn: 0.032771, loss_rec: 0.064761, loss_semantic: 0.748314, loss_idmrf: 6.744473, loss_adv_gen: -140.847824, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:34:09,432 - INFO - [Train] step: 18999, loss_adv_disc: -2.951431, lr_disc: 0.000010
+2023-03-24 12:34:09,648 - INFO - [Train] step: 18999, loss_mpn: 0.038589, loss_rec: 0.131048, loss_semantic: 1.193353, loss_idmrf: 5.360390, loss_adv_gen: -217.887360, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:35:02,750 - INFO - [Eval] step: 18999, bce: 0.056150, psnr: 22.663380, ssim: 0.789812, lpips: 0.179354
+2023-03-24 12:35:39,247 - INFO - [Train] step: 19099, loss_adv_disc: 1.539386, lr_disc: 0.000010
+2023-03-24 12:35:39,458 - INFO - [Train] step: 19099, loss_mpn: 0.026321, loss_rec: 0.116690, loss_semantic: 1.258621, loss_idmrf: 4.644688, loss_adv_gen: -187.262070, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:36:11,286 - INFO - [Train] step: 19199, loss_adv_disc: -1.585749, lr_disc: 0.000010
+2023-03-24 12:36:11,496 - INFO - [Train] step: 19199, loss_mpn: 0.014620, loss_rec: 0.031942, loss_semantic: 0.543420, loss_idmrf: 4.579426, loss_adv_gen: -98.304794, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:36:43,217 - INFO - [Train] step: 19299, loss_adv_disc: -0.325309, lr_disc: 0.000010
+2023-03-24 12:36:43,429 - INFO - [Train] step: 19299, loss_mpn: 0.008148, loss_rec: 0.049705, loss_semantic: 0.665966, loss_idmrf: 2.886594, loss_adv_gen: -156.802185, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:37:15,536 - INFO - [Train] step: 19399, loss_adv_disc: -2.774955, lr_disc: 0.000010
+2023-03-24 12:37:15,746 - INFO - [Train] step: 19399, loss_mpn: 0.031310, loss_rec: 0.084540, loss_semantic: 0.832250, loss_idmrf: 4.912409, loss_adv_gen: -140.164734, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:37:48,686 - INFO - [Train] step: 19499, loss_adv_disc: -1.157536, lr_disc: 0.000010
+2023-03-24 12:37:48,899 - INFO - [Train] step: 19499, loss_mpn: 0.024070, loss_rec: 0.098497, loss_semantic: 0.929210, loss_idmrf: 4.852672, loss_adv_gen: -209.408020, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:38:20,633 - INFO - [Train] step: 19599, loss_adv_disc: 2.834353, lr_disc: 0.000010
+2023-03-24 12:38:20,847 - INFO - [Train] step: 19599, loss_mpn: 0.053867, loss_rec: 0.088866, loss_semantic: 1.009177, loss_idmrf: 6.948736, loss_adv_gen: -176.614624, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:38:52,492 - INFO - [Train] step: 19699, loss_adv_disc: -3.057520, lr_disc: 0.000010
+2023-03-24 12:38:52,705 - INFO - [Train] step: 19699, loss_mpn: 0.022131, loss_rec: 0.094428, loss_semantic: 0.915485, loss_idmrf: 5.287654, loss_adv_gen: -170.337036, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:39:24,944 - INFO - [Train] step: 19799, loss_adv_disc: 0.467835, lr_disc: 0.000010
+2023-03-24 12:39:25,163 - INFO - [Train] step: 19799, loss_mpn: 0.015448, loss_rec: 0.059111, loss_semantic: 0.738915, loss_idmrf: 3.182796, loss_adv_gen: -171.041122, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:39:56,660 - INFO - [Train] step: 19899, loss_adv_disc: -2.429377, lr_disc: 0.000010
+2023-03-24 12:39:56,867 - INFO - [Train] step: 19899, loss_mpn: 0.020281, loss_rec: 0.065327, loss_semantic: 0.616699, loss_idmrf: 3.971034, loss_adv_gen: -127.782242, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:40:28,809 - INFO - [Train] step: 19999, loss_adv_disc: 0.893169, lr_disc: 0.000010
+2023-03-24 12:40:29,017 - INFO - [Train] step: 19999, loss_mpn: 0.008522, loss_rec: 0.037743, loss_semantic: 0.526637, loss_idmrf: 2.125081, loss_adv_gen: -120.862099, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:41:22,903 - INFO - [Eval] step: 19999, bce: 0.056255, psnr: 22.694082, ssim: 0.788756, lpips: 0.178826
+2023-03-24 12:41:58,823 - INFO - [Train] step: 20099, loss_adv_disc: -0.114333, lr_disc: 0.000010
+2023-03-24 12:41:59,028 - INFO - [Train] step: 20099, loss_mpn: 0.020117, loss_rec: 0.047281, loss_semantic: 0.637957, loss_idmrf: 3.635376, loss_adv_gen: -125.783592, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:42:30,478 - INFO - [Train] step: 20199, loss_adv_disc: 1.955874, lr_disc: 0.000010
+2023-03-24 12:42:30,692 - INFO - [Train] step: 20199, loss_mpn: 0.009267, loss_rec: 0.051631, loss_semantic: 0.646219, loss_idmrf: 2.250884, loss_adv_gen: -149.876343, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:43:02,532 - INFO - [Train] step: 20299, loss_adv_disc: -0.192418, lr_disc: 0.000010
+2023-03-24 12:43:02,737 - INFO - [Train] step: 20299, loss_mpn: 0.009201, loss_rec: 0.054830, loss_semantic: 0.657857, loss_idmrf: 2.423837, loss_adv_gen: -150.810791, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:43:34,820 - INFO - [Train] step: 20399, loss_adv_disc: -4.065989, lr_disc: 0.000010
+2023-03-24 12:43:35,034 - INFO - [Train] step: 20399, loss_mpn: 0.060574, loss_rec: 0.213833, loss_semantic: 1.478445, loss_idmrf: 8.633018, loss_adv_gen: -180.774857, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:44:07,234 - INFO - [Train] step: 20499, loss_adv_disc: 0.114061, lr_disc: 0.000010
+2023-03-24 12:44:07,444 - INFO - [Train] step: 20499, loss_mpn: 0.019099, loss_rec: 0.048856, loss_semantic: 0.696859, loss_idmrf: 4.411494, loss_adv_gen: -175.937988, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:44:39,421 - INFO - [Train] step: 20599, loss_adv_disc: -3.322602, lr_disc: 0.000010
+2023-03-24 12:44:39,625 - INFO - [Train] step: 20599, loss_mpn: 0.007169, loss_rec: 0.064458, loss_semantic: 0.693421, loss_idmrf: 2.679918, loss_adv_gen: -142.142365, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:45:11,561 - INFO - [Train] step: 20699, loss_adv_disc: 0.302099, lr_disc: 0.000010
+2023-03-24 12:45:11,769 - INFO - [Train] step: 20699, loss_mpn: 0.006272, loss_rec: 0.040821, loss_semantic: 0.481504, loss_idmrf: 2.546603, loss_adv_gen: -146.062592, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:45:43,432 - INFO - [Train] step: 20799, loss_adv_disc: -4.197474, lr_disc: 0.000010
+2023-03-24 12:45:43,649 - INFO - [Train] step: 20799, loss_mpn: 0.022480, loss_rec: 0.095254, loss_semantic: 1.006072, loss_idmrf: 5.442137, loss_adv_gen: -171.278656, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:46:15,816 - INFO - [Train] step: 20899, loss_adv_disc: 4.773120, lr_disc: 0.000010
+2023-03-24 12:46:16,024 - INFO - [Train] step: 20899, loss_mpn: 0.002717, loss_rec: 0.025457, loss_semantic: 0.400037, loss_idmrf: 0.883010, loss_adv_gen: -132.544495, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:46:48,137 - INFO - [Train] step: 20999, loss_adv_disc: 3.611971, lr_disc: 0.000010
+2023-03-24 12:46:48,355 - INFO - [Train] step: 20999, loss_mpn: 0.004543, loss_rec: 0.030535, loss_semantic: 0.482960, loss_idmrf: 1.258856, loss_adv_gen: -263.327423, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:47:41,647 - INFO - [Eval] step: 20999, bce: 0.056258, psnr: 22.621199, ssim: 0.789937, lpips: 0.178861
+2023-03-24 12:48:17,066 - INFO - [Train] step: 21099, loss_adv_disc: 3.584254, lr_disc: 0.000010
+2023-03-24 12:48:17,269 - INFO - [Train] step: 21099, loss_mpn: 0.017862, loss_rec: 0.067601, loss_semantic: 0.847803, loss_idmrf: 3.141107, loss_adv_gen: -181.420135, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:48:48,952 - INFO - [Train] step: 21199, loss_adv_disc: -4.855384, lr_disc: 0.000010
+2023-03-24 12:48:49,167 - INFO - [Train] step: 21199, loss_mpn: 0.029695, loss_rec: 0.121927, loss_semantic: 1.070243, loss_idmrf: 3.867453, loss_adv_gen: -178.841415, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:49:21,285 - INFO - [Train] step: 21299, loss_adv_disc: -1.369184, lr_disc: 0.000010
+2023-03-24 12:49:21,489 - INFO - [Train] step: 21299, loss_mpn: 0.029512, loss_rec: 0.067062, loss_semantic: 0.774795, loss_idmrf: 3.469016, loss_adv_gen: -156.944305, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:49:53,460 - INFO - [Train] step: 21399, loss_adv_disc: -0.005361, lr_disc: 0.000010
+2023-03-24 12:49:53,670 - INFO - [Train] step: 21399, loss_mpn: 0.039962, loss_rec: 0.088958, loss_semantic: 0.899686, loss_idmrf: 5.360585, loss_adv_gen: -146.436050, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:50:25,697 - INFO - [Train] step: 21499, loss_adv_disc: -3.207213, lr_disc: 0.000010
+2023-03-24 12:50:25,904 - INFO - [Train] step: 21499, loss_mpn: 0.040136, loss_rec: 0.115534, loss_semantic: 0.994457, loss_idmrf: 4.448034, loss_adv_gen: -207.600677, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:50:58,192 - INFO - [Train] step: 21599, loss_adv_disc: -8.272285, lr_disc: 0.000010
+2023-03-24 12:50:58,403 - INFO - [Train] step: 21599, loss_mpn: 0.047771, loss_rec: 0.104906, loss_semantic: 1.059136, loss_idmrf: 6.897349, loss_adv_gen: -148.813965, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:51:30,087 - INFO - [Train] step: 21699, loss_adv_disc: -2.938014, lr_disc: 0.000010
+2023-03-24 12:51:30,300 - INFO - [Train] step: 21699, loss_mpn: 0.011877, loss_rec: 0.054692, loss_semantic: 0.703115, loss_idmrf: 3.861979, loss_adv_gen: -148.854919, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:52:01,802 - INFO - [Train] step: 21799, loss_adv_disc: -1.495714, lr_disc: 0.000010
+2023-03-24 12:52:02,010 - INFO - [Train] step: 21799, loss_mpn: 0.023100, loss_rec: 0.073007, loss_semantic: 0.997335, loss_idmrf: 6.092254, loss_adv_gen: -127.768448, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:52:34,035 - INFO - [Train] step: 21899, loss_adv_disc: -13.607325, lr_disc: 0.000010
+2023-03-24 12:52:34,242 - INFO - [Train] step: 21899, loss_mpn: 0.039727, loss_rec: 0.122622, loss_semantic: 1.045765, loss_idmrf: 7.851178, loss_adv_gen: -116.891647, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:53:06,158 - INFO - [Train] step: 21999, loss_adv_disc: -2.904642, lr_disc: 0.000010
+2023-03-24 12:53:06,376 - INFO - [Train] step: 21999, loss_mpn: 0.007460, loss_rec: 0.053306, loss_semantic: 0.677241, loss_idmrf: 2.257983, loss_adv_gen: -183.551926, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:53:59,810 - INFO - [Eval] step: 21999, bce: 0.056702, psnr: 22.809292, ssim: 0.793262, lpips: 0.179370
+2023-03-24 12:54:35,858 - INFO - [Train] step: 22099, loss_adv_disc: -0.024784, lr_disc: 0.000010
+2023-03-24 12:54:36,077 - INFO - [Train] step: 22099, loss_mpn: 0.012899, loss_rec: 0.041797, loss_semantic: 0.491573, loss_idmrf: 2.245289, loss_adv_gen: -152.358871, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:55:07,911 - INFO - [Train] step: 22199, loss_adv_disc: -2.337543, lr_disc: 0.000010
+2023-03-24 12:55:08,106 - INFO - [Train] step: 22199, loss_mpn: 0.059955, loss_rec: 0.071284, loss_semantic: 0.794990, loss_idmrf: 8.026528, loss_adv_gen: -91.607452, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:55:39,172 - INFO - [Train] step: 22299, loss_adv_disc: 2.181839, lr_disc: 0.000010
+2023-03-24 12:55:39,383 - INFO - [Train] step: 22299, loss_mpn: 0.008037, loss_rec: 0.054165, loss_semantic: 0.589234, loss_idmrf: 1.792788, loss_adv_gen: -177.441742, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:56:10,879 - INFO - [Train] step: 22399, loss_adv_disc: 4.503841, lr_disc: 0.000010
+2023-03-24 12:56:11,087 - INFO - [Train] step: 22399, loss_mpn: 0.007740, loss_rec: 0.081529, loss_semantic: 0.872907, loss_idmrf: 2.768341, loss_adv_gen: -198.871735, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:56:43,014 - INFO - [Train] step: 22499, loss_adv_disc: -0.897311, lr_disc: 0.000010
+2023-03-24 12:56:43,233 - INFO - [Train] step: 22499, loss_mpn: 0.038298, loss_rec: 0.055207, loss_semantic: 0.659158, loss_idmrf: 9.208856, loss_adv_gen: -107.330734, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:57:14,728 - INFO - [Train] step: 22599, loss_adv_disc: 0.247285, lr_disc: 0.000010
+2023-03-24 12:57:14,938 - INFO - [Train] step: 22599, loss_mpn: 0.014312, loss_rec: 0.076848, loss_semantic: 0.886075, loss_idmrf: 2.698808, loss_adv_gen: -217.287308, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:57:46,566 - INFO - [Train] step: 22699, loss_adv_disc: 3.235940, lr_disc: 0.000010
+2023-03-24 12:57:46,774 - INFO - [Train] step: 22699, loss_mpn: 0.015905, loss_rec: 0.044778, loss_semantic: 0.535977, loss_idmrf: 2.857931, loss_adv_gen: -139.647552, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:58:18,082 - INFO - [Train] step: 22799, loss_adv_disc: 2.413573, lr_disc: 0.000010
+2023-03-24 12:58:18,283 - INFO - [Train] step: 22799, loss_mpn: 0.021060, loss_rec: 0.056546, loss_semantic: 0.598964, loss_idmrf: 3.750790, loss_adv_gen: -159.899658, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:58:49,648 - INFO - [Train] step: 22899, loss_adv_disc: 2.300717, lr_disc: 0.000010
+2023-03-24 12:58:49,866 - INFO - [Train] step: 22899, loss_mpn: 0.041015, loss_rec: 0.090802, loss_semantic: 0.826345, loss_idmrf: 4.577550, loss_adv_gen: -167.397766, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:59:21,736 - INFO - [Train] step: 22999, loss_adv_disc: 0.498972, lr_disc: 0.000010
+2023-03-24 12:59:21,945 - INFO - [Train] step: 22999, loss_mpn: 0.012195, loss_rec: 0.075354, loss_semantic: 0.783893, loss_idmrf: 3.234084, loss_adv_gen: -186.768494, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:00:14,965 - INFO - [Eval] step: 22999, bce: 0.056443, psnr: 22.746052, ssim: 0.791795, lpips: 0.178888
+2023-03-24 13:00:50,576 - INFO - [Train] step: 23099, loss_adv_disc: -0.120312, lr_disc: 0.000010
+2023-03-24 13:00:50,791 - INFO - [Train] step: 23099, loss_mpn: 0.025927, loss_rec: 0.096586, loss_semantic: 1.022441, loss_idmrf: 4.959160, loss_adv_gen: -200.721710, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:01:22,397 - INFO - [Train] step: 23199, loss_adv_disc: 0.745730, lr_disc: 0.000010
+2023-03-24 13:01:22,618 - INFO - [Train] step: 23199, loss_mpn: 0.018970, loss_rec: 0.068173, loss_semantic: 0.702804, loss_idmrf: 2.593639, loss_adv_gen: -166.451355, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:01:54,743 - INFO - [Train] step: 23299, loss_adv_disc: -4.964449, lr_disc: 0.000010
+2023-03-24 13:01:54,959 - INFO - [Train] step: 23299, loss_mpn: 0.054500, loss_rec: 0.124350, loss_semantic: 1.253088, loss_idmrf: 7.972213, loss_adv_gen: -201.950470, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:02:27,508 - INFO - [Train] step: 23399, loss_adv_disc: -0.002865, lr_disc: 0.000010
+2023-03-24 13:02:27,721 - INFO - [Train] step: 23399, loss_mpn: 0.050086, loss_rec: 0.088544, loss_semantic: 0.930484, loss_idmrf: 9.053733, loss_adv_gen: -126.828400, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:02:59,534 - INFO - [Train] step: 23499, loss_adv_disc: 1.436979, lr_disc: 0.000010
+2023-03-24 13:02:59,754 - INFO - [Train] step: 23499, loss_mpn: 0.032508, loss_rec: 0.068672, loss_semantic: 0.772988, loss_idmrf: 4.332820, loss_adv_gen: -167.521698, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:03:31,335 - INFO - [Train] step: 23599, loss_adv_disc: -0.372154, lr_disc: 0.000010
+2023-03-24 13:03:31,543 - INFO - [Train] step: 23599, loss_mpn: 0.012415, loss_rec: 0.029057, loss_semantic: 0.428307, loss_idmrf: 2.837553, loss_adv_gen: -105.124214, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:04:03,279 - INFO - [Train] step: 23699, loss_adv_disc: 3.346950, lr_disc: 0.000010
+2023-03-24 13:04:03,485 - INFO - [Train] step: 23699, loss_mpn: 0.021932, loss_rec: 0.087273, loss_semantic: 0.960468, loss_idmrf: 3.848730, loss_adv_gen: -202.754730, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:04:35,404 - INFO - [Train] step: 23799, loss_adv_disc: 2.808880, lr_disc: 0.000010
+2023-03-24 13:04:35,621 - INFO - [Train] step: 23799, loss_mpn: 0.031654, loss_rec: 0.044816, loss_semantic: 0.659623, loss_idmrf: 5.236162, loss_adv_gen: -163.787933, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:05:07,089 - INFO - [Train] step: 23899, loss_adv_disc: -0.224780, lr_disc: 0.000010
+2023-03-24 13:05:07,298 - INFO - [Train] step: 23899, loss_mpn: 0.058878, loss_rec: 0.118795, loss_semantic: 1.129306, loss_idmrf: 7.977171, loss_adv_gen: -136.987366, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:05:39,538 - INFO - [Train] step: 23999, loss_adv_disc: -2.754434, lr_disc: 0.000010
+2023-03-24 13:05:39,746 - INFO - [Train] step: 23999, loss_mpn: 0.019670, loss_rec: 0.073514, loss_semantic: 0.960636, loss_idmrf: 5.951923, loss_adv_gen: -141.154877, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:06:33,269 - INFO - [Eval] step: 23999, bce: 0.056455, psnr: 22.742409, ssim: 0.790753, lpips: 0.179031
+2023-03-24 13:07:09,169 - INFO - [Train] step: 24099, loss_adv_disc: -3.994208, lr_disc: 0.000010
+2023-03-24 13:07:09,375 - INFO - [Train] step: 24099, loss_mpn: 0.031663, loss_rec: 0.112173, loss_semantic: 0.959533, loss_idmrf: 3.554056, loss_adv_gen: -204.747467, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:07:40,941 - INFO - [Train] step: 24199, loss_adv_disc: 2.937903, lr_disc: 0.000010
+2023-03-24 13:07:41,146 - INFO - [Train] step: 24199, loss_mpn: 0.064241, loss_rec: 0.104578, loss_semantic: 0.993406, loss_idmrf: 10.797911, loss_adv_gen: -114.909866, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:08:13,427 - INFO - [Train] step: 24299, loss_adv_disc: 2.784604, lr_disc: 0.000010
+2023-03-24 13:08:13,637 - INFO - [Train] step: 24299, loss_mpn: 0.010121, loss_rec: 0.041676, loss_semantic: 0.583491, loss_idmrf: 2.184129, loss_adv_gen: -143.701263, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:08:45,799 - INFO - [Train] step: 24399, loss_adv_disc: -0.943389, lr_disc: 0.000010
+2023-03-24 13:08:46,012 - INFO - [Train] step: 24399, loss_mpn: 0.013369, loss_rec: 0.056864, loss_semantic: 0.632630, loss_idmrf: 3.134775, loss_adv_gen: -168.749130, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:09:17,950 - INFO - [Train] step: 24499, loss_adv_disc: 5.148730, lr_disc: 0.000010
+2023-03-24 13:09:18,164 - INFO - [Train] step: 24499, loss_mpn: 0.007238, loss_rec: 0.044983, loss_semantic: 0.533787, loss_idmrf: 1.947346, loss_adv_gen: -205.729675, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:09:49,778 - INFO - [Train] step: 24599, loss_adv_disc: -8.526628, lr_disc: 0.000010
+2023-03-24 13:09:49,983 - INFO - [Train] step: 24599, loss_mpn: 0.022651, loss_rec: 0.086921, loss_semantic: 0.839199, loss_idmrf: 4.685196, loss_adv_gen: -144.537323, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:10:21,864 - INFO - [Train] step: 24699, loss_adv_disc: -5.431497, lr_disc: 0.000010
+2023-03-24 13:10:22,085 - INFO - [Train] step: 24699, loss_mpn: 0.017142, loss_rec: 0.103309, loss_semantic: 0.978208, loss_idmrf: 2.523094, loss_adv_gen: -216.210785, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:10:53,765 - INFO - [Train] step: 24799, loss_adv_disc: -1.135830, lr_disc: 0.000010
+2023-03-24 13:10:53,975 - INFO - [Train] step: 24799, loss_mpn: 0.041903, loss_rec: 0.107534, loss_semantic: 1.168319, loss_idmrf: 6.520371, loss_adv_gen: -182.825043, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:11:25,959 - INFO - [Train] step: 24899, loss_adv_disc: -2.064077, lr_disc: 0.000010
+2023-03-24 13:11:26,167 - INFO - [Train] step: 24899, loss_mpn: 0.020925, loss_rec: 0.062412, loss_semantic: 0.747687, loss_idmrf: 2.143667, loss_adv_gen: -153.190521, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:11:58,413 - INFO - [Train] step: 24999, loss_adv_disc: -2.446779, lr_disc: 0.000010
+2023-03-24 13:11:58,618 - INFO - [Train] step: 24999, loss_mpn: 0.012715, loss_rec: 0.073453, loss_semantic: 0.770296, loss_idmrf: 4.228401, loss_adv_gen: -167.031631, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:12:52,021 - INFO - [Eval] step: 24999, bce: 0.054775, psnr: 22.691885, ssim: 0.789410, lpips: 0.178800
+2023-03-24 13:13:27,906 - INFO - [Train] step: 25099, loss_adv_disc: -1.836632, lr_disc: 0.000010
+2023-03-24 13:13:28,125 - INFO - [Train] step: 25099, loss_mpn: 0.016009, loss_rec: 0.057089, loss_semantic: 0.669720, loss_idmrf: 2.362659, loss_adv_gen: -138.440460, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:13:59,875 - INFO - [Train] step: 25199, loss_adv_disc: -3.121422, lr_disc: 0.000010
+2023-03-24 13:14:00,077 - INFO - [Train] step: 25199, loss_mpn: 0.019934, loss_rec: 0.071578, loss_semantic: 0.711244, loss_idmrf: 3.225654, loss_adv_gen: -156.177979, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:14:33,024 - INFO - [Train] step: 25299, loss_adv_disc: 0.361401, lr_disc: 0.000010
+2023-03-24 13:14:33,236 - INFO - [Train] step: 25299, loss_mpn: 0.030576, loss_rec: 0.091567, loss_semantic: 0.803581, loss_idmrf: 4.536957, loss_adv_gen: -187.207550, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:15:05,639 - INFO - [Train] step: 25399, loss_adv_disc: -2.732120, lr_disc: 0.000010
+2023-03-24 13:15:05,847 - INFO - [Train] step: 25399, loss_mpn: 0.044814, loss_rec: 0.128192, loss_semantic: 1.310208, loss_idmrf: 6.431232, loss_adv_gen: -206.833298, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:15:37,512 - INFO - [Train] step: 25499, loss_adv_disc: -0.235216, lr_disc: 0.000010
+2023-03-24 13:15:37,722 - INFO - [Train] step: 25499, loss_mpn: 0.016547, loss_rec: 0.047535, loss_semantic: 0.614382, loss_idmrf: 3.764469, loss_adv_gen: -149.620392, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:16:09,784 - INFO - [Train] step: 25599, loss_adv_disc: 3.276250, lr_disc: 0.000010
+2023-03-24 13:16:09,991 - INFO - [Train] step: 25599, loss_mpn: 0.004410, loss_rec: 0.029201, loss_semantic: 0.441421, loss_idmrf: 1.813082, loss_adv_gen: -141.954834, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:16:41,876 - INFO - [Train] step: 25699, loss_adv_disc: 4.253043, lr_disc: 0.000010
+2023-03-24 13:16:42,082 - INFO - [Train] step: 25699, loss_mpn: 0.008237, loss_rec: 0.048305, loss_semantic: 0.599434, loss_idmrf: 3.396397, loss_adv_gen: -204.841339, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:17:14,028 - INFO - [Train] step: 25799, loss_adv_disc: 3.321930, lr_disc: 0.000010
+2023-03-24 13:17:14,230 - INFO - [Train] step: 25799, loss_mpn: 0.016639, loss_rec: 0.056216, loss_semantic: 0.649053, loss_idmrf: 2.572003, loss_adv_gen: -216.322357, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:17:45,817 - INFO - [Train] step: 25899, loss_adv_disc: 2.435863, lr_disc: 0.000010
+2023-03-24 13:17:46,024 - INFO - [Train] step: 25899, loss_mpn: 0.013527, loss_rec: 0.052953, loss_semantic: 0.588647, loss_idmrf: 3.489549, loss_adv_gen: -128.724075, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:18:17,589 - INFO - [Train] step: 25999, loss_adv_disc: -0.303422, lr_disc: 0.000010
+2023-03-24 13:18:17,797 - INFO - [Train] step: 25999, loss_mpn: 0.017345, loss_rec: 0.067074, loss_semantic: 0.803616, loss_idmrf: 2.464181, loss_adv_gen: -212.018951, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:19:11,284 - INFO - [Eval] step: 25999, bce: 0.056707, psnr: 22.877968, ssim: 0.794643, lpips: 0.178537
+2023-03-24 13:19:47,016 - INFO - [Train] step: 26099, loss_adv_disc: -4.827564, lr_disc: 0.000010
+2023-03-24 13:19:47,228 - INFO - [Train] step: 26099, loss_mpn: 0.027857, loss_rec: 0.122177, loss_semantic: 0.900146, loss_idmrf: 2.933026, loss_adv_gen: -242.808731, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:20:19,557 - INFO - [Train] step: 26199, loss_adv_disc: 0.583326, lr_disc: 0.000010
+2023-03-24 13:20:19,761 - INFO - [Train] step: 26199, loss_mpn: 0.042013, loss_rec: 0.068749, loss_semantic: 0.963787, loss_idmrf: 7.034129, loss_adv_gen: -113.494202, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:20:51,953 - INFO - [Train] step: 26299, loss_adv_disc: -6.616474, lr_disc: 0.000010
+2023-03-24 13:20:52,155 - INFO - [Train] step: 26299, loss_mpn: 0.016572, loss_rec: 0.080772, loss_semantic: 0.842440, loss_idmrf: 3.985126, loss_adv_gen: -153.251129, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:21:24,490 - INFO - [Train] step: 26399, loss_adv_disc: -7.507266, lr_disc: 0.000010
+2023-03-24 13:21:24,710 - INFO - [Train] step: 26399, loss_mpn: 0.025170, loss_rec: 0.134996, loss_semantic: 1.166265, loss_idmrf: 4.672578, loss_adv_gen: -260.448425, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:21:56,302 - INFO - [Train] step: 26499, loss_adv_disc: -0.092783, lr_disc: 0.000010
+2023-03-24 13:21:56,521 - INFO - [Train] step: 26499, loss_mpn: 0.010509, loss_rec: 0.056082, loss_semantic: 0.691602, loss_idmrf: 3.588324, loss_adv_gen: -145.507690, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:22:28,871 - INFO - [Train] step: 26599, loss_adv_disc: 2.028380, lr_disc: 0.000010
+2023-03-24 13:22:29,079 - INFO - [Train] step: 26599, loss_mpn: 0.049307, loss_rec: 0.113755, loss_semantic: 0.942641, loss_idmrf: 4.417675, loss_adv_gen: -190.180908, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:23:01,175 - INFO - [Train] step: 26699, loss_adv_disc: -0.377180, lr_disc: 0.000010
+2023-03-24 13:23:01,378 - INFO - [Train] step: 26699, loss_mpn: 0.025721, loss_rec: 0.067855, loss_semantic: 0.883739, loss_idmrf: 7.095791, loss_adv_gen: -141.563919, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:23:32,933 - INFO - [Train] step: 26799, loss_adv_disc: -1.300638, lr_disc: 0.000010
+2023-03-24 13:23:33,139 - INFO - [Train] step: 26799, loss_mpn: 0.014388, loss_rec: 0.035224, loss_semantic: 0.537692, loss_idmrf: 3.895210, loss_adv_gen: -103.874741, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:24:04,724 - INFO - [Train] step: 26899, loss_adv_disc: -6.455905, lr_disc: 0.000010
+2023-03-24 13:24:04,925 - INFO - [Train] step: 26899, loss_mpn: 0.035109, loss_rec: 0.150832, loss_semantic: 1.379078, loss_idmrf: 6.460049, loss_adv_gen: -174.500443, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:24:36,625 - INFO - [Train] step: 26999, loss_adv_disc: -4.462676, lr_disc: 0.000010
+2023-03-24 13:24:36,833 - INFO - [Train] step: 26999, loss_mpn: 0.077512, loss_rec: 0.167742, loss_semantic: 1.541398, loss_idmrf: 9.025090, loss_adv_gen: -235.698410, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:25:31,668 - INFO - [Eval] step: 26999, bce: 0.056771, psnr: 22.750954, ssim: 0.791209, lpips: 0.178337
+2023-03-24 13:26:07,138 - INFO - [Train] step: 27099, loss_adv_disc: -3.867569, lr_disc: 0.000010
+2023-03-24 13:26:07,344 - INFO - [Train] step: 27099, loss_mpn: 0.021032, loss_rec: 0.080940, loss_semantic: 0.798027, loss_idmrf: 4.570104, loss_adv_gen: -148.925797, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:26:39,372 - INFO - [Train] step: 27199, loss_adv_disc: 0.378145, lr_disc: 0.000010
+2023-03-24 13:26:39,582 - INFO - [Train] step: 27199, loss_mpn: 0.017767, loss_rec: 0.100326, loss_semantic: 1.147841, loss_idmrf: 4.465601, loss_adv_gen: -187.774689, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:27:11,754 - INFO - [Train] step: 27299, loss_adv_disc: 2.651063, lr_disc: 0.000010
+2023-03-24 13:27:12,234 - INFO - [Train] step: 27299, loss_mpn: 0.021604, loss_rec: 0.103133, loss_semantic: 1.053257, loss_idmrf: 3.690314, loss_adv_gen: -219.396194, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:27:44,147 - INFO - [Train] step: 27399, loss_adv_disc: -3.399497, lr_disc: 0.000010
+2023-03-24 13:27:44,364 - INFO - [Train] step: 27399, loss_mpn: 0.019908, loss_rec: 0.096740, loss_semantic: 0.929338, loss_idmrf: 3.928143, loss_adv_gen: -202.116638, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:28:16,063 - INFO - [Train] step: 27499, loss_adv_disc: 2.491217, lr_disc: 0.000010
+2023-03-24 13:28:16,279 - INFO - [Train] step: 27499, loss_mpn: 0.021690, loss_rec: 0.089121, loss_semantic: 0.958546, loss_idmrf: 3.969401, loss_adv_gen: -168.658676, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:28:47,514 - INFO - [Train] step: 27599, loss_adv_disc: 2.031934, lr_disc: 0.000010
+2023-03-24 13:28:47,734 - INFO - [Train] step: 27599, loss_mpn: 0.034449, loss_rec: 0.095949, loss_semantic: 0.991215, loss_idmrf: 5.454906, loss_adv_gen: -165.520142, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:29:19,495 - INFO - [Train] step: 27699, loss_adv_disc: 2.363358, lr_disc: 0.000010
+2023-03-24 13:29:19,702 - INFO - [Train] step: 27699, loss_mpn: 0.017272, loss_rec: 0.048834, loss_semantic: 0.643352, loss_idmrf: 2.948887, loss_adv_gen: -164.151886, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:29:51,510 - INFO - [Train] step: 27799, loss_adv_disc: -0.132352, lr_disc: 0.000010
+2023-03-24 13:29:51,725 - INFO - [Train] step: 27799, loss_mpn: 0.025900, loss_rec: 0.095702, loss_semantic: 0.982887, loss_idmrf: 5.391351, loss_adv_gen: -196.688263, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:30:23,642 - INFO - [Train] step: 27899, loss_adv_disc: 0.136348, lr_disc: 0.000010
+2023-03-24 13:30:23,853 - INFO - [Train] step: 27899, loss_mpn: 0.055913, loss_rec: 0.118830, loss_semantic: 1.058512, loss_idmrf: 8.051744, loss_adv_gen: -156.487335, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:30:55,845 - INFO - [Train] step: 27999, loss_adv_disc: 6.569325, lr_disc: 0.000010
+2023-03-24 13:30:56,054 - INFO - [Train] step: 27999, loss_mpn: 0.021619, loss_rec: 0.082288, loss_semantic: 1.048691, loss_idmrf: 4.530803, loss_adv_gen: -204.472748, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:31:49,944 - INFO - [Eval] step: 27999, bce: 0.055842, psnr: 22.639051, ssim: 0.788001, lpips: 0.179486
+2023-03-24 13:32:26,135 - INFO - [Train] step: 28099, loss_adv_disc: -5.386172, lr_disc: 0.000010
+2023-03-24 13:32:26,336 - INFO - [Train] step: 28099, loss_mpn: 0.035995, loss_rec: 0.144275, loss_semantic: 1.249013, loss_idmrf: 7.610983, loss_adv_gen: -188.681610, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:32:58,770 - INFO - [Train] step: 28199, loss_adv_disc: -4.980865, lr_disc: 0.000010
+2023-03-24 13:32:58,970 - INFO - [Train] step: 28199, loss_mpn: 0.028695, loss_rec: 0.085929, loss_semantic: 0.956203, loss_idmrf: 4.949997, loss_adv_gen: -209.171967, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:33:31,807 - INFO - [Train] step: 28299, loss_adv_disc: 1.459982, lr_disc: 0.000010
+2023-03-24 13:33:32,019 - INFO - [Train] step: 28299, loss_mpn: 0.006255, loss_rec: 0.039167, loss_semantic: 0.435235, loss_idmrf: 1.395539, loss_adv_gen: -182.099152, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:34:03,929 - INFO - [Train] step: 28399, loss_adv_disc: -0.904718, lr_disc: 0.000010
+2023-03-24 13:34:04,143 - INFO - [Train] step: 28399, loss_mpn: 0.032963, loss_rec: 0.074406, loss_semantic: 0.765870, loss_idmrf: 5.408626, loss_adv_gen: -140.847229, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:34:35,663 - INFO - [Train] step: 28499, loss_adv_disc: -4.445048, lr_disc: 0.000010
+2023-03-24 13:34:35,878 - INFO - [Train] step: 28499, loss_mpn: 0.033256, loss_rec: 0.132264, loss_semantic: 1.341688, loss_idmrf: 5.544419, loss_adv_gen: -219.240067, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:35:07,683 - INFO - [Train] step: 28599, loss_adv_disc: 1.447613, lr_disc: 0.000010
+2023-03-24 13:35:07,902 - INFO - [Train] step: 28599, loss_mpn: 0.022055, loss_rec: 0.076811, loss_semantic: 0.915651, loss_idmrf: 3.893847, loss_adv_gen: -146.082809, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:35:39,857 - INFO - [Train] step: 28699, loss_adv_disc: 0.858857, lr_disc: 0.000010
+2023-03-24 13:35:40,064 - INFO - [Train] step: 28699, loss_mpn: 0.006483, loss_rec: 0.040438, loss_semantic: 0.430813, loss_idmrf: 1.275975, loss_adv_gen: -161.996140, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:36:11,842 - INFO - [Train] step: 28799, loss_adv_disc: 5.125272, lr_disc: 0.000010
+2023-03-24 13:36:12,055 - INFO - [Train] step: 28799, loss_mpn: 0.013752, loss_rec: 0.063174, loss_semantic: 0.676629, loss_idmrf: 2.363278, loss_adv_gen: -186.849564, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:36:43,898 - INFO - [Train] step: 28899, loss_adv_disc: -2.631100, lr_disc: 0.000010
+2023-03-24 13:36:44,110 - INFO - [Train] step: 28899, loss_mpn: 0.026112, loss_rec: 0.105664, loss_semantic: 1.076400, loss_idmrf: 5.953301, loss_adv_gen: -154.312775, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:37:16,306 - INFO - [Train] step: 28999, loss_adv_disc: 1.513430, lr_disc: 0.000010
+2023-03-24 13:37:16,525 - INFO - [Train] step: 28999, loss_mpn: 0.006153, loss_rec: 0.031046, loss_semantic: 0.579919, loss_idmrf: 3.320661, loss_adv_gen: -124.720619, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:38:09,571 - INFO - [Eval] step: 28999, bce: 0.056098, psnr: 22.654438, ssim: 0.789634, lpips: 0.178343
+2023-03-24 13:38:45,539 - INFO - [Train] step: 29099, loss_adv_disc: 1.893646, lr_disc: 0.000010
+2023-03-24 13:38:45,758 - INFO - [Train] step: 29099, loss_mpn: 0.045641, loss_rec: 0.097524, loss_semantic: 0.851339, loss_idmrf: 6.356315, loss_adv_gen: -146.313095, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:39:18,292 - INFO - [Train] step: 29199, loss_adv_disc: -0.645836, lr_disc: 0.000010
+2023-03-24 13:39:18,498 - INFO - [Train] step: 29199, loss_mpn: 0.011936, loss_rec: 0.109403, loss_semantic: 1.074249, loss_idmrf: 5.107125, loss_adv_gen: -208.072571, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:39:50,562 - INFO - [Train] step: 29299, loss_adv_disc: -5.525086, lr_disc: 0.000010
+2023-03-24 13:39:50,770 - INFO - [Train] step: 29299, loss_mpn: 0.055973, loss_rec: 0.150416, loss_semantic: 1.708075, loss_idmrf: 9.887205, loss_adv_gen: -120.139435, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:40:22,604 - INFO - [Train] step: 29399, loss_adv_disc: 3.743612, lr_disc: 0.000010
+2023-03-24 13:40:22,827 - INFO - [Train] step: 29399, loss_mpn: 0.002414, loss_rec: 0.042682, loss_semantic: 0.447515, loss_idmrf: 0.439394, loss_adv_gen: -208.395554, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:40:54,802 - INFO - [Train] step: 29499, loss_adv_disc: -1.471571, lr_disc: 0.000010
+2023-03-24 13:40:55,010 - INFO - [Train] step: 29499, loss_mpn: 0.027735, loss_rec: 0.135418, loss_semantic: 1.199068, loss_idmrf: 3.836730, loss_adv_gen: -262.612976, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:41:26,509 - INFO - [Train] step: 29599, loss_adv_disc: 3.241093, lr_disc: 0.000010
+2023-03-24 13:41:26,721 - INFO - [Train] step: 29599, loss_mpn: 0.012762, loss_rec: 0.071041, loss_semantic: 0.857656, loss_idmrf: 4.001988, loss_adv_gen: -158.583817, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:41:58,621 - INFO - [Train] step: 29699, loss_adv_disc: -8.135083, lr_disc: 0.000010
+2023-03-24 13:41:58,828 - INFO - [Train] step: 29699, loss_mpn: 0.019482, loss_rec: 0.082282, loss_semantic: 0.918392, loss_idmrf: 3.634848, loss_adv_gen: -144.833282, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:42:31,405 - INFO - [Train] step: 29799, loss_adv_disc: 3.125246, lr_disc: 0.000010
+2023-03-24 13:42:31,609 - INFO - [Train] step: 29799, loss_mpn: 0.015154, loss_rec: 0.091493, loss_semantic: 0.964621, loss_idmrf: 2.843827, loss_adv_gen: -209.015228, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:43:03,287 - INFO - [Train] step: 29899, loss_adv_disc: -2.762086, lr_disc: 0.000010
+2023-03-24 13:43:03,804 - INFO - [Train] step: 29899, loss_mpn: 0.021654, loss_rec: 0.069117, loss_semantic: 0.830546, loss_idmrf: 4.974154, loss_adv_gen: -141.745758, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:43:35,630 - INFO - [Train] step: 29999, loss_adv_disc: 3.608658, lr_disc: 0.000010
+2023-03-24 13:43:35,853 - INFO - [Train] step: 29999, loss_mpn: 0.003164, loss_rec: 0.027974, loss_semantic: 0.430568, loss_idmrf: 0.977548, loss_adv_gen: -151.639465, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:44:28,855 - INFO - [Eval] step: 29999, bce: 0.056134, psnr: 22.672058, ssim: 0.787540, lpips: 0.178944
+2023-03-24 13:45:05,626 - INFO - [Train] step: 30099, loss_adv_disc: -0.440193, lr_disc: 0.000010
+2023-03-24 13:45:05,840 - INFO - [Train] step: 30099, loss_mpn: 0.023467, loss_rec: 0.054983, loss_semantic: 0.703627, loss_idmrf: 4.025176, loss_adv_gen: -128.424133, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:45:38,075 - INFO - [Train] step: 30199, loss_adv_disc: -1.474259, lr_disc: 0.000010
+2023-03-24 13:45:38,290 - INFO - [Train] step: 30199, loss_mpn: 0.015369, loss_rec: 0.061926, loss_semantic: 0.802947, loss_idmrf: 5.185872, loss_adv_gen: -172.475296, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:46:10,354 - INFO - [Train] step: 30299, loss_adv_disc: -5.247463, lr_disc: 0.000010
+2023-03-24 13:46:10,566 - INFO - [Train] step: 30299, loss_mpn: 0.023308, loss_rec: 0.074550, loss_semantic: 0.902133, loss_idmrf: 7.003639, loss_adv_gen: -123.008499, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:46:42,665 - INFO - [Train] step: 30399, loss_adv_disc: -2.278412, lr_disc: 0.000010
+2023-03-24 13:46:42,867 - INFO - [Train] step: 30399, loss_mpn: 0.021597, loss_rec: 0.079344, loss_semantic: 0.869395, loss_idmrf: 4.614944, loss_adv_gen: -153.116547, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:47:14,474 - INFO - [Train] step: 30499, loss_adv_disc: 7.900584, lr_disc: 0.000010
+2023-03-24 13:47:14,681 - INFO - [Train] step: 30499, loss_mpn: 0.008114, loss_rec: 0.059402, loss_semantic: 0.567053, loss_idmrf: 2.133187, loss_adv_gen: -174.128113, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:47:46,373 - INFO - [Train] step: 30599, loss_adv_disc: -10.354140, lr_disc: 0.000010
+2023-03-24 13:47:46,577 - INFO - [Train] step: 30599, loss_mpn: 0.056317, loss_rec: 0.157296, loss_semantic: 1.261986, loss_idmrf: 8.557754, loss_adv_gen: -165.278824, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:48:18,270 - INFO - [Train] step: 30699, loss_adv_disc: -18.119020, lr_disc: 0.000010
+2023-03-24 13:48:18,481 - INFO - [Train] step: 30699, loss_mpn: 0.029087, loss_rec: 0.159455, loss_semantic: 1.254699, loss_idmrf: 5.806999, loss_adv_gen: -213.412003, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:48:49,740 - INFO - [Train] step: 30799, loss_adv_disc: -5.141313, lr_disc: 0.000010
+2023-03-24 13:48:49,951 - INFO - [Train] step: 30799, loss_mpn: 0.038984, loss_rec: 0.082529, loss_semantic: 0.926429, loss_idmrf: 6.687741, loss_adv_gen: -139.176041, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:49:21,282 - INFO - [Train] step: 30899, loss_adv_disc: -5.032700, lr_disc: 0.000010
+2023-03-24 13:49:21,502 - INFO - [Train] step: 30899, loss_mpn: 0.010158, loss_rec: 0.078038, loss_semantic: 0.818038, loss_idmrf: 4.343371, loss_adv_gen: -191.793152, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:49:53,335 - INFO - [Train] step: 30999, loss_adv_disc: 3.599198, lr_disc: 0.000010
+2023-03-24 13:49:53,548 - INFO - [Train] step: 30999, loss_mpn: 0.004072, loss_rec: 0.029699, loss_semantic: 0.430335, loss_idmrf: 1.374699, loss_adv_gen: -173.838211, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:50:46,954 - INFO - [Eval] step: 30999, bce: 0.056218, psnr: 22.763700, ssim: 0.791887, lpips: 0.178431
+2023-03-24 13:51:23,479 - INFO - [Train] step: 31099, loss_adv_disc: 4.242298, lr_disc: 0.000010
+2023-03-24 13:51:23,692 - INFO - [Train] step: 31099, loss_mpn: 0.009469, loss_rec: 0.067225, loss_semantic: 0.705651, loss_idmrf: 1.779522, loss_adv_gen: -212.183136, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:51:56,111 - INFO - [Train] step: 31199, loss_adv_disc: -2.289121, lr_disc: 0.000010
+2023-03-24 13:51:56,319 - INFO - [Train] step: 31199, loss_mpn: 0.039277, loss_rec: 0.113907, loss_semantic: 0.908854, loss_idmrf: 3.502213, loss_adv_gen: -191.448639, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:52:28,022 - INFO - [Train] step: 31299, loss_adv_disc: 5.250922, lr_disc: 0.000010
+2023-03-24 13:52:28,228 - INFO - [Train] step: 31299, loss_mpn: 0.018788, loss_rec: 0.112475, loss_semantic: 1.313841, loss_idmrf: 4.425926, loss_adv_gen: -201.153305, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:52:59,388 - INFO - [Train] step: 31399, loss_adv_disc: 6.575945, lr_disc: 0.000010
+2023-03-24 13:52:59,597 - INFO - [Train] step: 31399, loss_mpn: 0.007948, loss_rec: 0.042224, loss_semantic: 0.585388, loss_idmrf: 2.345069, loss_adv_gen: -226.849640, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:53:31,425 - INFO - [Train] step: 31499, loss_adv_disc: -0.029310, lr_disc: 0.000010
+2023-03-24 13:53:31,632 - INFO - [Train] step: 31499, loss_mpn: 0.061867, loss_rec: 0.083480, loss_semantic: 0.858935, loss_idmrf: 7.010393, loss_adv_gen: -104.870110, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:54:03,702 - INFO - [Train] step: 31599, loss_adv_disc: 2.712112, lr_disc: 0.000010
+2023-03-24 13:54:03,912 - INFO - [Train] step: 31599, loss_mpn: 0.015910, loss_rec: 0.059806, loss_semantic: 0.572119, loss_idmrf: 4.844301, loss_adv_gen: -179.143097, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:54:35,526 - INFO - [Train] step: 31699, loss_adv_disc: -0.733112, lr_disc: 0.000010
+2023-03-24 13:54:35,731 - INFO - [Train] step: 31699, loss_mpn: 0.014344, loss_rec: 0.060339, loss_semantic: 0.670985, loss_idmrf: 2.370060, loss_adv_gen: -189.584396, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:55:07,296 - INFO - [Train] step: 31799, loss_adv_disc: -4.029333, lr_disc: 0.000010
+2023-03-24 13:55:07,512 - INFO - [Train] step: 31799, loss_mpn: 0.039326, loss_rec: 0.134892, loss_semantic: 1.043375, loss_idmrf: 5.726403, loss_adv_gen: -201.139252, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:55:39,136 - INFO - [Train] step: 31899, loss_adv_disc: -3.971778, lr_disc: 0.000010
+2023-03-24 13:55:39,339 - INFO - [Train] step: 31899, loss_mpn: 0.035303, loss_rec: 0.090011, loss_semantic: 0.950491, loss_idmrf: 5.017515, loss_adv_gen: -163.501236, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:56:10,846 - INFO - [Train] step: 31999, loss_adv_disc: 1.774678, lr_disc: 0.000010
+2023-03-24 13:56:11,064 - INFO - [Train] step: 31999, loss_mpn: 0.007379, loss_rec: 0.026418, loss_semantic: 0.401268, loss_idmrf: 3.234812, loss_adv_gen: -134.257446, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:57:04,576 - INFO - [Eval] step: 31999, bce: 0.056284, psnr: 22.557781, ssim: 0.788285, lpips: 0.177313
+2023-03-24 13:57:41,283 - INFO - [Train] step: 32099, loss_adv_disc: -0.075321, lr_disc: 0.000010
+2023-03-24 13:57:41,489 - INFO - [Train] step: 32099, loss_mpn: 0.018272, loss_rec: 0.064384, loss_semantic: 0.815990, loss_idmrf: 4.804603, loss_adv_gen: -150.794128, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:58:13,756 - INFO - [Train] step: 32199, loss_adv_disc: -0.036715, lr_disc: 0.000010
+2023-03-24 13:58:13,965 - INFO - [Train] step: 32199, loss_mpn: 0.018255, loss_rec: 0.064104, loss_semantic: 0.809598, loss_idmrf: 3.924221, loss_adv_gen: -170.413925, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:58:45,419 - INFO - [Train] step: 32299, loss_adv_disc: 1.488863, lr_disc: 0.000010
+2023-03-24 13:58:45,631 - INFO - [Train] step: 32299, loss_mpn: 0.017993, loss_rec: 0.074052, loss_semantic: 0.852617, loss_idmrf: 3.952963, loss_adv_gen: -127.784340, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:59:17,600 - INFO - [Train] step: 32399, loss_adv_disc: -2.579379, lr_disc: 0.000010
+2023-03-24 13:59:17,807 - INFO - [Train] step: 32399, loss_mpn: 0.024605, loss_rec: 0.073561, loss_semantic: 0.811545, loss_idmrf: 5.905031, loss_adv_gen: -143.786728, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:59:49,929 - INFO - [Train] step: 32499, loss_adv_disc: -9.442798, lr_disc: 0.000010
+2023-03-24 13:59:50,127 - INFO - [Train] step: 32499, loss_mpn: 0.055466, loss_rec: 0.126739, loss_semantic: 1.172624, loss_idmrf: 8.347651, loss_adv_gen: -174.754425, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:00:21,744 - INFO - [Train] step: 32599, loss_adv_disc: 2.042093, lr_disc: 0.000010
+2023-03-24 14:00:21,952 - INFO - [Train] step: 32599, loss_mpn: 0.014504, loss_rec: 0.072623, loss_semantic: 0.856189, loss_idmrf: 4.166714, loss_adv_gen: -200.054657, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:00:54,107 - INFO - [Train] step: 32699, loss_adv_disc: -4.277462, lr_disc: 0.000010
+2023-03-24 14:00:54,313 - INFO - [Train] step: 32699, loss_mpn: 0.036509, loss_rec: 0.129942, loss_semantic: 1.143798, loss_idmrf: 6.643548, loss_adv_gen: -173.389694, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:01:26,412 - INFO - [Train] step: 32799, loss_adv_disc: -8.591253, lr_disc: 0.000010
+2023-03-24 14:01:26,628 - INFO - [Train] step: 32799, loss_mpn: 0.022363, loss_rec: 0.113628, loss_semantic: 1.123286, loss_idmrf: 5.414172, loss_adv_gen: -215.518585, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:01:58,419 - INFO - [Train] step: 32899, loss_adv_disc: -0.739582, lr_disc: 0.000010
+2023-03-24 14:01:58,637 - INFO - [Train] step: 32899, loss_mpn: 0.016379, loss_rec: 0.041418, loss_semantic: 0.507770, loss_idmrf: 4.535052, loss_adv_gen: -133.716660, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:02:30,444 - INFO - [Train] step: 32999, loss_adv_disc: -8.469803, lr_disc: 0.000010
+2023-03-24 14:02:30,649 - INFO - [Train] step: 32999, loss_mpn: 0.020329, loss_rec: 0.060200, loss_semantic: 0.790527, loss_idmrf: 8.153497, loss_adv_gen: -111.239143, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:03:24,711 - INFO - [Eval] step: 32999, bce: 0.055313, psnr: 22.695778, ssim: 0.789469, lpips: 0.177530
+2023-03-24 14:04:02,073 - INFO - [Train] step: 33099, loss_adv_disc: -0.612181, lr_disc: 0.000010
+2023-03-24 14:04:02,284 - INFO - [Train] step: 33099, loss_mpn: 0.021742, loss_rec: 0.056752, loss_semantic: 0.709341, loss_idmrf: 3.605949, loss_adv_gen: -146.389816, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:04:34,399 - INFO - [Train] step: 33199, loss_adv_disc: -8.505310, lr_disc: 0.000010
+2023-03-24 14:04:34,609 - INFO - [Train] step: 33199, loss_mpn: 0.035793, loss_rec: 0.172624, loss_semantic: 1.539075, loss_idmrf: 7.036101, loss_adv_gen: -240.751358, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:05:06,565 - INFO - [Train] step: 33299, loss_adv_disc: -0.457770, lr_disc: 0.000010
+2023-03-24 14:05:06,773 - INFO - [Train] step: 33299, loss_mpn: 0.023200, loss_rec: 0.053256, loss_semantic: 0.621634, loss_idmrf: 3.433019, loss_adv_gen: -137.079132, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:05:38,759 - INFO - [Train] step: 33399, loss_adv_disc: -3.456438, lr_disc: 0.000010
+2023-03-24 14:05:38,965 - INFO - [Train] step: 33399, loss_mpn: 0.041823, loss_rec: 0.074754, loss_semantic: 0.818506, loss_idmrf: 5.293003, loss_adv_gen: -146.234344, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:06:10,818 - INFO - [Train] step: 33499, loss_adv_disc: -2.577283, lr_disc: 0.000010
+2023-03-24 14:06:11,034 - INFO - [Train] step: 33499, loss_mpn: 0.016535, loss_rec: 0.067002, loss_semantic: 0.721881, loss_idmrf: 3.836864, loss_adv_gen: -159.732941, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:06:43,187 - INFO - [Train] step: 33599, loss_adv_disc: 4.233338, lr_disc: 0.000010
+2023-03-24 14:06:43,392 - INFO - [Train] step: 33599, loss_mpn: 0.003408, loss_rec: 0.035868, loss_semantic: 0.496490, loss_idmrf: 1.099366, loss_adv_gen: -174.561432, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:07:15,239 - INFO - [Train] step: 33699, loss_adv_disc: -1.900955, lr_disc: 0.000010
+2023-03-24 14:07:15,451 - INFO - [Train] step: 33699, loss_mpn: 0.027021, loss_rec: 0.087913, loss_semantic: 0.947144, loss_idmrf: 4.158243, loss_adv_gen: -162.529297, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:07:47,234 - INFO - [Train] step: 33799, loss_adv_disc: 1.459959, lr_disc: 0.000010
+2023-03-24 14:07:47,451 - INFO - [Train] step: 33799, loss_mpn: 0.018942, loss_rec: 0.054184, loss_semantic: 0.576308, loss_idmrf: 1.753850, loss_adv_gen: -158.559219, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:08:18,923 - INFO - [Train] step: 33899, loss_adv_disc: -1.759957, lr_disc: 0.000010
+2023-03-24 14:08:19,128 - INFO - [Train] step: 33899, loss_mpn: 0.029938, loss_rec: 0.100962, loss_semantic: 1.012054, loss_idmrf: 4.714681, loss_adv_gen: -222.469437, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:08:51,181 - INFO - [Train] step: 33999, loss_adv_disc: -6.465089, lr_disc: 0.000010
+2023-03-24 14:08:51,388 - INFO - [Train] step: 33999, loss_mpn: 0.024196, loss_rec: 0.084337, loss_semantic: 0.841915, loss_idmrf: 6.373157, loss_adv_gen: -134.690536, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:09:45,251 - INFO - [Eval] step: 33999, bce: 0.056289, psnr: 22.785862, ssim: 0.791921, lpips: 0.177981
+2023-03-24 14:10:22,365 - INFO - [Train] step: 34099, loss_adv_disc: 1.217385, lr_disc: 0.000010
+2023-03-24 14:10:22,573 - INFO - [Train] step: 34099, loss_mpn: 0.038747, loss_rec: 0.048559, loss_semantic: 0.682172, loss_idmrf: 6.967598, loss_adv_gen: -107.416473, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:10:54,310 - INFO - [Train] step: 34199, loss_adv_disc: -3.712811, lr_disc: 0.000010
+2023-03-24 14:10:54,523 - INFO - [Train] step: 34199, loss_mpn: 0.029303, loss_rec: 0.055509, loss_semantic: 0.818681, loss_idmrf: 6.693097, loss_adv_gen: -106.699738, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:11:26,750 - INFO - [Train] step: 34299, loss_adv_disc: 0.701392, lr_disc: 0.000010
+2023-03-24 14:11:26,963 - INFO - [Train] step: 34299, loss_mpn: 0.046099, loss_rec: 0.144741, loss_semantic: 1.351687, loss_idmrf: 6.523642, loss_adv_gen: -217.067963, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:11:58,709 - INFO - [Train] step: 34399, loss_adv_disc: 0.083394, lr_disc: 0.000010
+2023-03-24 14:11:58,916 - INFO - [Train] step: 34399, loss_mpn: 0.020308, loss_rec: 0.075678, loss_semantic: 0.892038, loss_idmrf: 6.223782, loss_adv_gen: -131.634033, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:12:30,446 - INFO - [Train] step: 34499, loss_adv_disc: 6.672586, lr_disc: 0.000010
+2023-03-24 14:12:30,659 - INFO - [Train] step: 34499, loss_mpn: 0.019695, loss_rec: 0.094661, loss_semantic: 0.868279, loss_idmrf: 3.734882, loss_adv_gen: -207.611176, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:13:02,733 - INFO - [Train] step: 34599, loss_adv_disc: -5.399249, lr_disc: 0.000010
+2023-03-24 14:13:02,952 - INFO - [Train] step: 34599, loss_mpn: 0.032906, loss_rec: 0.107120, loss_semantic: 0.920799, loss_idmrf: 4.385250, loss_adv_gen: -179.004669, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:13:34,945 - INFO - [Train] step: 34699, loss_adv_disc: -1.088939, lr_disc: 0.000010
+2023-03-24 14:13:35,160 - INFO - [Train] step: 34699, loss_mpn: 0.028512, loss_rec: 0.082670, loss_semantic: 0.930944, loss_idmrf: 6.417534, loss_adv_gen: -185.850418, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:14:06,815 - INFO - [Train] step: 34799, loss_adv_disc: 5.741593, lr_disc: 0.000010
+2023-03-24 14:14:07,022 - INFO - [Train] step: 34799, loss_mpn: 0.012036, loss_rec: 0.069024, loss_semantic: 0.757730, loss_idmrf: 3.454300, loss_adv_gen: -197.080414, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:14:38,916 - INFO - [Train] step: 34899, loss_adv_disc: 3.115218, lr_disc: 0.000010
+2023-03-24 14:14:39,127 - INFO - [Train] step: 34899, loss_mpn: 0.017286, loss_rec: 0.095439, loss_semantic: 0.896203, loss_idmrf: 3.448278, loss_adv_gen: -223.347870, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:15:11,414 - INFO - [Train] step: 34999, loss_adv_disc: -1.215421, lr_disc: 0.000010
+2023-03-24 14:15:11,634 - INFO - [Train] step: 34999, loss_mpn: 0.002696, loss_rec: 0.028842, loss_semantic: 0.331961, loss_idmrf: 1.081257, loss_adv_gen: -120.957367, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:16:06,816 - INFO - [Eval] step: 34999, bce: 0.056243, psnr: 22.816685, ssim: 0.792003, lpips: 0.177077
+2023-03-24 14:16:43,763 - INFO - [Train] step: 35099, loss_adv_disc: 2.569341, lr_disc: 0.000010
+2023-03-24 14:16:43,976 - INFO - [Train] step: 35099, loss_mpn: 0.016653, loss_rec: 0.074110, loss_semantic: 0.811843, loss_idmrf: 2.880486, loss_adv_gen: -219.602631, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:17:15,868 - INFO - [Train] step: 35199, loss_adv_disc: -1.962757, lr_disc: 0.000010
+2023-03-24 14:17:16,078 - INFO - [Train] step: 35199, loss_mpn: 0.026443, loss_rec: 0.087505, loss_semantic: 0.970175, loss_idmrf: 6.740501, loss_adv_gen: -149.402420, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:17:47,949 - INFO - [Train] step: 35299, loss_adv_disc: -0.501737, lr_disc: 0.000010
+2023-03-24 14:17:48,158 - INFO - [Train] step: 35299, loss_mpn: 0.013098, loss_rec: 0.052614, loss_semantic: 0.532520, loss_idmrf: 4.943400, loss_adv_gen: -124.746979, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:18:19,656 - INFO - [Train] step: 35399, loss_adv_disc: -6.825170, lr_disc: 0.000010
+2023-03-24 14:18:19,868 - INFO - [Train] step: 35399, loss_mpn: 0.058773, loss_rec: 0.138684, loss_semantic: 1.243133, loss_idmrf: 7.510550, loss_adv_gen: -136.374634, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:18:52,409 - INFO - [Train] step: 35499, loss_adv_disc: -2.139216, lr_disc: 0.000010
+2023-03-24 14:18:52,619 - INFO - [Train] step: 35499, loss_mpn: 0.015953, loss_rec: 0.076786, loss_semantic: 0.894932, loss_idmrf: 5.082368, loss_adv_gen: -179.375580, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:19:24,447 - INFO - [Train] step: 35599, loss_adv_disc: 1.050335, lr_disc: 0.000010
+2023-03-24 14:19:24,653 - INFO - [Train] step: 35599, loss_mpn: 0.006944, loss_rec: 0.041844, loss_semantic: 0.574665, loss_idmrf: 1.753446, loss_adv_gen: -120.150322, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:19:56,331 - INFO - [Train] step: 35699, loss_adv_disc: 2.274492, lr_disc: 0.000010
+2023-03-24 14:19:56,537 - INFO - [Train] step: 35699, loss_mpn: 0.008195, loss_rec: 0.051896, loss_semantic: 0.641973, loss_idmrf: 3.019182, loss_adv_gen: -173.757446, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:20:28,607 - INFO - [Train] step: 35799, loss_adv_disc: -3.975617, lr_disc: 0.000010
+2023-03-24 14:20:28,827 - INFO - [Train] step: 35799, loss_mpn: 0.021215, loss_rec: 0.076516, loss_semantic: 0.890979, loss_idmrf: 6.762881, loss_adv_gen: -120.123322, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:21:00,775 - INFO - [Train] step: 35899, loss_adv_disc: -3.428144, lr_disc: 0.000010
+2023-03-24 14:21:00,988 - INFO - [Train] step: 35899, loss_mpn: 0.022022, loss_rec: 0.054894, loss_semantic: 0.644141, loss_idmrf: 5.868886, loss_adv_gen: -116.865402, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:21:32,815 - INFO - [Train] step: 35999, loss_adv_disc: -4.739249, lr_disc: 0.000010
+2023-03-24 14:21:33,023 - INFO - [Train] step: 35999, loss_mpn: 0.025055, loss_rec: 0.110227, loss_semantic: 1.092334, loss_idmrf: 6.225410, loss_adv_gen: -172.706970, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:22:28,355 - INFO - [Eval] step: 35999, bce: 0.056052, psnr: 22.796509, ssim: 0.793295, lpips: 0.176044
+2023-03-24 14:23:05,186 - INFO - [Train] step: 36099, loss_adv_disc: 3.489022, lr_disc: 0.000010
+2023-03-24 14:23:05,397 - INFO - [Train] step: 36099, loss_mpn: 0.121303, loss_rec: 0.122196, loss_semantic: 1.079235, loss_idmrf: 7.501877, loss_adv_gen: -193.189453, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:23:37,384 - INFO - [Train] step: 36199, loss_adv_disc: 0.398758, lr_disc: 0.000010
+2023-03-24 14:23:37,592 - INFO - [Train] step: 36199, loss_mpn: 0.009201, loss_rec: 0.047831, loss_semantic: 0.561762, loss_idmrf: 3.032613, loss_adv_gen: -144.619675, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:24:08,986 - INFO - [Train] step: 36299, loss_adv_disc: -5.002914, lr_disc: 0.000010
+2023-03-24 14:24:09,193 - INFO - [Train] step: 36299, loss_mpn: 0.054084, loss_rec: 0.179328, loss_semantic: 1.443202, loss_idmrf: 6.306776, loss_adv_gen: -240.554382, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:24:41,160 - INFO - [Train] step: 36399, loss_adv_disc: 4.267165, lr_disc: 0.000010
+2023-03-24 14:24:41,374 - INFO - [Train] step: 36399, loss_mpn: 0.027228, loss_rec: 0.056072, loss_semantic: 0.715736, loss_idmrf: 4.435847, loss_adv_gen: -156.513535, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:25:13,314 - INFO - [Train] step: 36499, loss_adv_disc: 1.678938, lr_disc: 0.000010
+2023-03-24 14:25:13,521 - INFO - [Train] step: 36499, loss_mpn: 0.034258, loss_rec: 0.077615, loss_semantic: 0.749936, loss_idmrf: 4.862391, loss_adv_gen: -171.053131, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:25:45,149 - INFO - [Train] step: 36599, loss_adv_disc: 1.710689, lr_disc: 0.000010
+2023-03-24 14:25:45,363 - INFO - [Train] step: 36599, loss_mpn: 0.017275, loss_rec: 0.072270, loss_semantic: 0.797200, loss_idmrf: 2.402524, loss_adv_gen: -172.747894, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:26:17,343 - INFO - [Train] step: 36699, loss_adv_disc: -3.260612, lr_disc: 0.000010
+2023-03-24 14:26:17,557 - INFO - [Train] step: 36699, loss_mpn: 0.039490, loss_rec: 0.088308, loss_semantic: 0.781470, loss_idmrf: 4.669077, loss_adv_gen: -147.963211, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:26:49,368 - INFO - [Train] step: 36799, loss_adv_disc: -10.627076, lr_disc: 0.000010
+2023-03-24 14:26:49,579 - INFO - [Train] step: 36799, loss_mpn: 0.035645, loss_rec: 0.154639, loss_semantic: 1.398315, loss_idmrf: 6.682240, loss_adv_gen: -236.620682, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:27:21,006 - INFO - [Train] step: 36899, loss_adv_disc: 0.886873, lr_disc: 0.000010
+2023-03-24 14:27:21,211 - INFO - [Train] step: 36899, loss_mpn: 0.040318, loss_rec: 0.122116, loss_semantic: 1.193626, loss_idmrf: 5.079191, loss_adv_gen: -211.863602, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:27:53,009 - INFO - [Train] step: 36999, loss_adv_disc: 2.340218, lr_disc: 0.000010
+2023-03-24 14:27:53,222 - INFO - [Train] step: 36999, loss_mpn: 0.021481, loss_rec: 0.074576, loss_semantic: 0.838328, loss_idmrf: 3.399830, loss_adv_gen: -189.753677, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:28:48,533 - INFO - [Eval] step: 36999, bce: 0.055437, psnr: 22.755625, ssim: 0.790425, lpips: 0.177615
+2023-03-24 14:29:24,516 - INFO - [Train] step: 37099, loss_adv_disc: -1.721193, lr_disc: 0.000010
+2023-03-24 14:29:24,719 - INFO - [Train] step: 37099, loss_mpn: 0.022688, loss_rec: 0.087391, loss_semantic: 0.858907, loss_idmrf: 3.545175, loss_adv_gen: -207.645142, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:29:56,322 - INFO - [Train] step: 37199, loss_adv_disc: 0.853928, lr_disc: 0.000010
+2023-03-24 14:29:56,529 - INFO - [Train] step: 37199, loss_mpn: 0.028436, loss_rec: 0.119449, loss_semantic: 1.005664, loss_idmrf: 4.361858, loss_adv_gen: -219.976929, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:30:28,511 - INFO - [Train] step: 37299, loss_adv_disc: -3.725362, lr_disc: 0.000010
+2023-03-24 14:30:28,725 - INFO - [Train] step: 37299, loss_mpn: 0.029935, loss_rec: 0.117374, loss_semantic: 1.095327, loss_idmrf: 4.004109, loss_adv_gen: -206.634644, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:31:00,275 - INFO - [Train] step: 37399, loss_adv_disc: 3.413392, lr_disc: 0.000010
+2023-03-24 14:31:00,484 - INFO - [Train] step: 37399, loss_mpn: 0.013750, loss_rec: 0.050826, loss_semantic: 0.592659, loss_idmrf: 2.843907, loss_adv_gen: -218.238251, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:31:32,381 - INFO - [Train] step: 37499, loss_adv_disc: -4.391090, lr_disc: 0.000010
+2023-03-24 14:31:32,591 - INFO - [Train] step: 37499, loss_mpn: 0.026921, loss_rec: 0.094943, loss_semantic: 0.967544, loss_idmrf: 6.354217, loss_adv_gen: -147.791718, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:32:04,410 - INFO - [Train] step: 37599, loss_adv_disc: -13.726919, lr_disc: 0.000010
+2023-03-24 14:32:04,617 - INFO - [Train] step: 37599, loss_mpn: 0.026268, loss_rec: 0.105737, loss_semantic: 0.839075, loss_idmrf: 6.819991, loss_adv_gen: -140.144226, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:32:36,800 - INFO - [Train] step: 37699, loss_adv_disc: 1.039869, lr_disc: 0.000010
+2023-03-24 14:32:37,026 - INFO - [Train] step: 37699, loss_mpn: 0.012266, loss_rec: 0.043843, loss_semantic: 0.564001, loss_idmrf: 3.476604, loss_adv_gen: -149.876221, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:33:08,897 - INFO - [Train] step: 37799, loss_adv_disc: 0.237524, lr_disc: 0.000010
+2023-03-24 14:33:09,108 - INFO - [Train] step: 37799, loss_mpn: 0.007101, loss_rec: 0.037661, loss_semantic: 0.529889, loss_idmrf: 1.549080, loss_adv_gen: -199.142731, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:33:41,000 - INFO - [Train] step: 37899, loss_adv_disc: -6.609633, lr_disc: 0.000010
+2023-03-24 14:33:41,214 - INFO - [Train] step: 37899, loss_mpn: 0.044084, loss_rec: 0.113752, loss_semantic: 1.173072, loss_idmrf: 4.899451, loss_adv_gen: -189.197754, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:34:13,292 - INFO - [Train] step: 37999, loss_adv_disc: -6.964480, lr_disc: 0.000010
+2023-03-24 14:34:13,510 - INFO - [Train] step: 37999, loss_mpn: 0.034476, loss_rec: 0.138596, loss_semantic: 1.050646, loss_idmrf: 6.176690, loss_adv_gen: -207.193375, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:35:12,608 - INFO - [Eval] step: 37999, bce: 0.056736, psnr: 22.721848, ssim: 0.791245, lpips: 0.176738
+2023-03-24 14:35:48,923 - INFO - [Train] step: 38099, loss_adv_disc: -4.139590, lr_disc: 0.000010
+2023-03-24 14:35:49,127 - INFO - [Train] step: 38099, loss_mpn: 0.023509, loss_rec: 0.102732, loss_semantic: 0.928787, loss_idmrf: 5.206281, loss_adv_gen: -148.440506, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:36:21,110 - INFO - [Train] step: 38199, loss_adv_disc: -1.315894, lr_disc: 0.000010
+2023-03-24 14:36:21,319 - INFO - [Train] step: 38199, loss_mpn: 0.011318, loss_rec: 0.075292, loss_semantic: 0.745228, loss_idmrf: 4.077003, loss_adv_gen: -159.398163, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:36:53,304 - INFO - [Train] step: 38299, loss_adv_disc: -4.032701, lr_disc: 0.000010
+2023-03-24 14:36:53,520 - INFO - [Train] step: 38299, loss_mpn: 0.027594, loss_rec: 0.109134, loss_semantic: 1.018400, loss_idmrf: 3.885484, loss_adv_gen: -175.529373, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:37:25,411 - INFO - [Train] step: 38399, loss_adv_disc: 2.522821, lr_disc: 0.000010
+2023-03-24 14:37:25,625 - INFO - [Train] step: 38399, loss_mpn: 0.028818, loss_rec: 0.091861, loss_semantic: 0.954149, loss_idmrf: 6.346257, loss_adv_gen: -152.588623, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:37:57,398 - INFO - [Train] step: 38499, loss_adv_disc: 2.302377, lr_disc: 0.000010
+2023-03-24 14:37:57,607 - INFO - [Train] step: 38499, loss_mpn: 0.006927, loss_rec: 0.047294, loss_semantic: 0.638743, loss_idmrf: 2.389918, loss_adv_gen: -144.068542, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:38:30,377 - INFO - [Train] step: 38599, loss_adv_disc: 2.490089, lr_disc: 0.000010
+2023-03-24 14:38:30,585 - INFO - [Train] step: 38599, loss_mpn: 0.025230, loss_rec: 0.061422, loss_semantic: 0.770675, loss_idmrf: 3.487067, loss_adv_gen: -150.448914, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:39:02,459 - INFO - [Train] step: 38699, loss_adv_disc: -1.435266, lr_disc: 0.000010
+2023-03-24 14:39:02,666 - INFO - [Train] step: 38699, loss_mpn: 0.027796, loss_rec: 0.088556, loss_semantic: 0.728716, loss_idmrf: 5.379063, loss_adv_gen: -164.034698, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:39:34,414 - INFO - [Train] step: 38799, loss_adv_disc: 7.741687, lr_disc: 0.000010
+2023-03-24 14:39:34,627 - INFO - [Train] step: 38799, loss_mpn: 0.028333, loss_rec: 0.099785, loss_semantic: 1.023028, loss_idmrf: 4.563869, loss_adv_gen: -240.791199, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:40:06,995 - INFO - [Train] step: 38899, loss_adv_disc: -3.504763, lr_disc: 0.000010
+2023-03-24 14:40:07,213 - INFO - [Train] step: 38899, loss_mpn: 0.026520, loss_rec: 0.073280, loss_semantic: 0.786128, loss_idmrf: 4.776713, loss_adv_gen: -149.529556, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:40:39,480 - INFO - [Train] step: 38999, loss_adv_disc: -15.737343, lr_disc: 0.000010
+2023-03-24 14:40:39,693 - INFO - [Train] step: 38999, loss_mpn: 0.044584, loss_rec: 0.185242, loss_semantic: 1.415556, loss_idmrf: 7.366610, loss_adv_gen: -225.754791, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:41:36,844 - INFO - [Eval] step: 38999, bce: 0.054907, psnr: 22.799902, ssim: 0.791468, lpips: 0.176849
+2023-03-24 14:42:12,457 - INFO - [Train] step: 39099, loss_adv_disc: -1.568987, lr_disc: 0.000010
+2023-03-24 14:42:12,668 - INFO - [Train] step: 39099, loss_mpn: 0.017418, loss_rec: 0.041130, loss_semantic: 0.524173, loss_idmrf: 2.394778, loss_adv_gen: -125.975304, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:42:44,596 - INFO - [Train] step: 39199, loss_adv_disc: -8.642408, lr_disc: 0.000010
+2023-03-24 14:42:44,798 - INFO - [Train] step: 39199, loss_mpn: 0.020582, loss_rec: 0.114303, loss_semantic: 0.990933, loss_idmrf: 3.594837, loss_adv_gen: -213.997650, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:43:17,026 - INFO - [Train] step: 39299, loss_adv_disc: 0.567271, lr_disc: 0.000010
+2023-03-24 14:43:17,238 - INFO - [Train] step: 39299, loss_mpn: 0.008117, loss_rec: 0.039099, loss_semantic: 0.523167, loss_idmrf: 2.625521, loss_adv_gen: -138.839905, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:43:48,942 - INFO - [Train] step: 39399, loss_adv_disc: 1.047322, lr_disc: 0.000010
+2023-03-24 14:43:49,147 - INFO - [Train] step: 39399, loss_mpn: 0.012772, loss_rec: 0.043531, loss_semantic: 0.510100, loss_idmrf: 3.426595, loss_adv_gen: -131.862823, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:44:21,138 - INFO - [Train] step: 39499, loss_adv_disc: -2.904540, lr_disc: 0.000010
+2023-03-24 14:44:21,347 - INFO - [Train] step: 39499, loss_mpn: 0.033300, loss_rec: 0.108243, loss_semantic: 1.038142, loss_idmrf: 5.248758, loss_adv_gen: -198.481857, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:44:53,418 - INFO - [Train] step: 39599, loss_adv_disc: -2.299423, lr_disc: 0.000010
+2023-03-24 14:44:53,640 - INFO - [Train] step: 39599, loss_mpn: 0.019318, loss_rec: 0.082425, loss_semantic: 0.774592, loss_idmrf: 4.579798, loss_adv_gen: -176.838898, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:45:25,352 - INFO - [Train] step: 39699, loss_adv_disc: -2.545967, lr_disc: 0.000010
+2023-03-24 14:45:25,569 - INFO - [Train] step: 39699, loss_mpn: 0.020547, loss_rec: 0.053910, loss_semantic: 0.657964, loss_idmrf: 4.073126, loss_adv_gen: -137.845703, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:45:57,959 - INFO - [Train] step: 39799, loss_adv_disc: -0.713151, lr_disc: 0.000010
+2023-03-24 14:45:58,171 - INFO - [Train] step: 39799, loss_mpn: 0.011119, loss_rec: 0.055863, loss_semantic: 0.651842, loss_idmrf: 2.533681, loss_adv_gen: -181.881577, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:46:30,447 - INFO - [Train] step: 39899, loss_adv_disc: 6.684561, lr_disc: 0.000010
+2023-03-24 14:46:30,655 - INFO - [Train] step: 39899, loss_mpn: 0.024411, loss_rec: 0.071344, loss_semantic: 0.674598, loss_idmrf: 4.317649, loss_adv_gen: -122.773483, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:47:02,741 - INFO - [Train] step: 39999, loss_adv_disc: 0.262476, lr_disc: 0.000010
+2023-03-24 14:47:02,949 - INFO - [Train] step: 39999, loss_mpn: 0.003277, loss_rec: 0.028451, loss_semantic: 0.490237, loss_idmrf: 1.556707, loss_adv_gen: -139.019348, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:47:57,541 - INFO - [Eval] step: 39999, bce: 0.056533, psnr: 22.847237, ssim: 0.792124, lpips: 0.176121
+2023-03-24 14:48:33,857 - INFO - [Train] step: 40099, loss_adv_disc: -0.880199, lr_disc: 0.000010
+2023-03-24 14:48:34,062 - INFO - [Train] step: 40099, loss_mpn: 0.019227, loss_rec: 0.065894, loss_semantic: 0.866388, loss_idmrf: 5.217915, loss_adv_gen: -146.289429, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:49:05,969 - INFO - [Train] step: 40199, loss_adv_disc: -2.849011, lr_disc: 0.000010
+2023-03-24 14:49:06,175 - INFO - [Train] step: 40199, loss_mpn: 0.022575, loss_rec: 0.072556, loss_semantic: 0.826249, loss_idmrf: 5.695821, loss_adv_gen: -165.391739, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:49:37,806 - INFO - [Train] step: 40299, loss_adv_disc: 3.145906, lr_disc: 0.000010
+2023-03-24 14:49:38,020 - INFO - [Train] step: 40299, loss_mpn: 0.010955, loss_rec: 0.055647, loss_semantic: 0.743231, loss_idmrf: 2.739704, loss_adv_gen: -175.465103, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:50:09,915 - INFO - [Train] step: 40399, loss_adv_disc: 3.534046, lr_disc: 0.000010
+2023-03-24 14:50:10,117 - INFO - [Train] step: 40399, loss_mpn: 0.006804, loss_rec: 0.030342, loss_semantic: 0.455909, loss_idmrf: 2.825436, loss_adv_gen: -141.568970, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:50:41,521 - INFO - [Train] step: 40499, loss_adv_disc: 0.489401, lr_disc: 0.000010
+2023-03-24 14:50:41,738 - INFO - [Train] step: 40499, loss_mpn: 0.011015, loss_rec: 0.071196, loss_semantic: 0.733932, loss_idmrf: 1.867409, loss_adv_gen: -228.586426, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:51:12,883 - INFO - [Train] step: 40599, loss_adv_disc: -6.993552, lr_disc: 0.000010
+2023-03-24 14:51:13,099 - INFO - [Train] step: 40599, loss_mpn: 0.027539, loss_rec: 0.146894, loss_semantic: 1.223053, loss_idmrf: 8.451046, loss_adv_gen: -186.781525, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:51:44,734 - INFO - [Train] step: 40699, loss_adv_disc: -6.120029, lr_disc: 0.000010
+2023-03-24 14:51:44,942 - INFO - [Train] step: 40699, loss_mpn: 0.012142, loss_rec: 0.072927, loss_semantic: 0.795831, loss_idmrf: 3.869118, loss_adv_gen: -199.806000, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:52:16,954 - INFO - [Train] step: 40799, loss_adv_disc: -1.688514, lr_disc: 0.000010
+2023-03-24 14:52:17,164 - INFO - [Train] step: 40799, loss_mpn: 0.029742, loss_rec: 0.087338, loss_semantic: 0.952685, loss_idmrf: 5.703672, loss_adv_gen: -115.098213, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:52:48,733 - INFO - [Train] step: 40899, loss_adv_disc: -3.725291, lr_disc: 0.000010
+2023-03-24 14:52:48,948 - INFO - [Train] step: 40899, loss_mpn: 0.006606, loss_rec: 0.071744, loss_semantic: 0.671025, loss_idmrf: 2.049584, loss_adv_gen: -166.374252, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:53:21,559 - INFO - [Train] step: 40999, loss_adv_disc: -4.458787, lr_disc: 0.000010
+2023-03-24 14:53:21,775 - INFO - [Train] step: 40999, loss_mpn: 0.035120, loss_rec: 0.060724, loss_semantic: 0.886997, loss_idmrf: 5.055961, loss_adv_gen: -135.166885, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:54:16,329 - INFO - [Eval] step: 40999, bce: 0.056140, psnr: 22.778793, ssim: 0.791116, lpips: 0.174948
+2023-03-24 14:54:52,455 - INFO - [Train] step: 41099, loss_adv_disc: 1.830142, lr_disc: 0.000010
+2023-03-24 14:54:52,662 - INFO - [Train] step: 41099, loss_mpn: 0.025000, loss_rec: 0.057411, loss_semantic: 0.597142, loss_idmrf: 3.299347, loss_adv_gen: -148.403442, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:55:24,104 - INFO - [Train] step: 41199, loss_adv_disc: -6.677834, lr_disc: 0.000010
+2023-03-24 14:55:24,320 - INFO - [Train] step: 41199, loss_mpn: 0.031192, loss_rec: 0.181083, loss_semantic: 1.690140, loss_idmrf: 7.444441, loss_adv_gen: -193.362213, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:55:56,396 - INFO - [Train] step: 41299, loss_adv_disc: -5.040399, lr_disc: 0.000010
+2023-03-24 14:55:56,600 - INFO - [Train] step: 41299, loss_mpn: 0.029736, loss_rec: 0.149477, loss_semantic: 1.229609, loss_idmrf: 5.873075, loss_adv_gen: -221.252869, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:56:28,581 - INFO - [Train] step: 41399, loss_adv_disc: 0.556824, lr_disc: 0.000010
+2023-03-24 14:56:28,806 - INFO - [Train] step: 41399, loss_mpn: 0.010751, loss_rec: 0.067605, loss_semantic: 0.725237, loss_idmrf: 3.081647, loss_adv_gen: -192.721954, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:57:00,272 - INFO - [Train] step: 41499, loss_adv_disc: -3.639765, lr_disc: 0.000010
+2023-03-24 14:57:00,489 - INFO - [Train] step: 41499, loss_mpn: 0.028705, loss_rec: 0.073154, loss_semantic: 0.849484, loss_idmrf: 4.749439, loss_adv_gen: -138.224411, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:57:32,355 - INFO - [Train] step: 41599, loss_adv_disc: -1.736916, lr_disc: 0.000010
+2023-03-24 14:57:32,566 - INFO - [Train] step: 41599, loss_mpn: 0.009702, loss_rec: 0.080113, loss_semantic: 0.916231, loss_idmrf: 3.110257, loss_adv_gen: -153.490662, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:58:04,031 - INFO - [Train] step: 41699, loss_adv_disc: 4.204832, lr_disc: 0.000010
+2023-03-24 14:58:04,239 - INFO - [Train] step: 41699, loss_mpn: 0.036464, loss_rec: 0.111440, loss_semantic: 1.028177, loss_idmrf: 6.528508, loss_adv_gen: -188.322723, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:58:36,237 - INFO - [Train] step: 41799, loss_adv_disc: 3.584766, lr_disc: 0.000010
+2023-03-24 14:58:36,454 - INFO - [Train] step: 41799, loss_mpn: 0.022467, loss_rec: 0.050374, loss_semantic: 0.668382, loss_idmrf: 3.333712, loss_adv_gen: -174.221954, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:59:08,634 - INFO - [Train] step: 41899, loss_adv_disc: -1.591007, lr_disc: 0.000010
+2023-03-24 14:59:08,845 - INFO - [Train] step: 41899, loss_mpn: 0.022004, loss_rec: 0.094467, loss_semantic: 0.983794, loss_idmrf: 5.155982, loss_adv_gen: -176.108734, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:59:40,939 - INFO - [Train] step: 41999, loss_adv_disc: 1.282930, lr_disc: 0.000010
+2023-03-24 14:59:41,147 - INFO - [Train] step: 41999, loss_mpn: 0.027028, loss_rec: 0.098011, loss_semantic: 1.014971, loss_idmrf: 3.734155, loss_adv_gen: -235.221741, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:00:35,114 - INFO - [Eval] step: 41999, bce: 0.056378, psnr: 22.647190, ssim: 0.790213, lpips: 0.174712
+2023-03-24 15:01:10,478 - INFO - [Train] step: 42099, loss_adv_disc: 0.077395, lr_disc: 0.000010
+2023-03-24 15:01:10,687 - INFO - [Train] step: 42099, loss_mpn: 0.026861, loss_rec: 0.087424, loss_semantic: 0.812288, loss_idmrf: 4.572555, loss_adv_gen: -170.565063, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:01:42,596 - INFO - [Train] step: 42199, loss_adv_disc: 0.821586, lr_disc: 0.000010
+2023-03-24 15:01:42,818 - INFO - [Train] step: 42199, loss_mpn: 0.042371, loss_rec: 0.111103, loss_semantic: 1.100790, loss_idmrf: 5.467674, loss_adv_gen: -202.442352, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:02:14,557 - INFO - [Train] step: 42299, loss_adv_disc: -2.600711, lr_disc: 0.000010
+2023-03-24 15:02:14,770 - INFO - [Train] step: 42299, loss_mpn: 0.030387, loss_rec: 0.112286, loss_semantic: 1.177120, loss_idmrf: 5.169070, loss_adv_gen: -195.708435, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:02:47,487 - INFO - [Train] step: 42399, loss_adv_disc: 2.611436, lr_disc: 0.000010
+2023-03-24 15:02:47,706 - INFO - [Train] step: 42399, loss_mpn: 0.020985, loss_rec: 0.087768, loss_semantic: 0.933758, loss_idmrf: 3.783192, loss_adv_gen: -197.920822, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:03:19,352 - INFO - [Train] step: 42499, loss_adv_disc: -11.132223, lr_disc: 0.000010
+2023-03-24 15:03:19,561 - INFO - [Train] step: 42499, loss_mpn: 0.036909, loss_rec: 0.122867, loss_semantic: 1.071929, loss_idmrf: 4.261734, loss_adv_gen: -149.756500, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:03:51,926 - INFO - [Train] step: 42599, loss_adv_disc: 3.745869, lr_disc: 0.000010
+2023-03-24 15:03:52,146 - INFO - [Train] step: 42599, loss_mpn: 0.020702, loss_rec: 0.066462, loss_semantic: 0.726769, loss_idmrf: 5.238591, loss_adv_gen: -150.641800, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:04:24,115 - INFO - [Train] step: 42699, loss_adv_disc: -4.055465, lr_disc: 0.000010
+2023-03-24 15:04:24,323 - INFO - [Train] step: 42699, loss_mpn: 0.064531, loss_rec: 0.125697, loss_semantic: 1.265386, loss_idmrf: 8.641566, loss_adv_gen: -202.228394, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:04:56,061 - INFO - [Train] step: 42799, loss_adv_disc: -1.248722, lr_disc: 0.000010
+2023-03-24 15:04:56,275 - INFO - [Train] step: 42799, loss_mpn: 0.010425, loss_rec: 0.045994, loss_semantic: 0.544995, loss_idmrf: 1.971603, loss_adv_gen: -136.293976, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:05:28,680 - INFO - [Train] step: 42899, loss_adv_disc: -0.462118, lr_disc: 0.000010
+2023-03-24 15:05:28,899 - INFO - [Train] step: 42899, loss_mpn: 0.035966, loss_rec: 0.166012, loss_semantic: 1.178650, loss_idmrf: 4.935115, loss_adv_gen: -196.611343, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:06:01,038 - INFO - [Train] step: 42999, loss_adv_disc: -2.228296, lr_disc: 0.000010
+2023-03-24 15:06:01,249 - INFO - [Train] step: 42999, loss_mpn: 0.011843, loss_rec: 0.046370, loss_semantic: 0.549158, loss_idmrf: 1.952603, loss_adv_gen: -169.859253, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:06:55,042 - INFO - [Eval] step: 42999, bce: 0.055786, psnr: 22.681091, ssim: 0.790121, lpips: 0.174231
+2023-03-24 15:07:30,912 - INFO - [Train] step: 43099, loss_adv_disc: -4.886703, lr_disc: 0.000010
+2023-03-24 15:07:31,123 - INFO - [Train] step: 43099, loss_mpn: 0.022744, loss_rec: 0.125515, loss_semantic: 1.369388, loss_idmrf: 6.351320, loss_adv_gen: -187.777130, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:08:02,955 - INFO - [Train] step: 43199, loss_adv_disc: -7.122200, lr_disc: 0.000010
+2023-03-24 15:08:03,170 - INFO - [Train] step: 43199, loss_mpn: 0.044614, loss_rec: 0.127870, loss_semantic: 1.220907, loss_idmrf: 6.860782, loss_adv_gen: -170.096985, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:08:35,214 - INFO - [Train] step: 43299, loss_adv_disc: 0.462880, lr_disc: 0.000010
+2023-03-24 15:08:35,422 - INFO - [Train] step: 43299, loss_mpn: 0.039199, loss_rec: 0.091813, loss_semantic: 0.896537, loss_idmrf: 5.119974, loss_adv_gen: -180.235199, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:09:07,225 - INFO - [Train] step: 43399, loss_adv_disc: -2.181235, lr_disc: 0.000010
+2023-03-24 15:09:07,440 - INFO - [Train] step: 43399, loss_mpn: 0.021106, loss_rec: 0.056766, loss_semantic: 0.574857, loss_idmrf: 4.602807, loss_adv_gen: -98.435791, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:09:39,439 - INFO - [Train] step: 43499, loss_adv_disc: -0.292144, lr_disc: 0.000010
+2023-03-24 15:09:39,645 - INFO - [Train] step: 43499, loss_mpn: 0.021787, loss_rec: 0.075384, loss_semantic: 0.822267, loss_idmrf: 3.159807, loss_adv_gen: -155.612854, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:10:11,821 - INFO - [Train] step: 43599, loss_adv_disc: -5.678605, lr_disc: 0.000010
+2023-03-24 15:10:12,029 - INFO - [Train] step: 43599, loss_mpn: 0.037262, loss_rec: 0.087203, loss_semantic: 0.867480, loss_idmrf: 5.562262, loss_adv_gen: -145.205231, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:10:43,421 - INFO - [Train] step: 43699, loss_adv_disc: -9.450473, lr_disc: 0.000010
+2023-03-24 15:10:43,629 - INFO - [Train] step: 43699, loss_mpn: 0.034714, loss_rec: 0.164067, loss_semantic: 1.339165, loss_idmrf: 6.694997, loss_adv_gen: -256.204987, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:11:15,855 - INFO - [Train] step: 43799, loss_adv_disc: -4.530765, lr_disc: 0.000010
+2023-03-24 15:11:16,069 - INFO - [Train] step: 43799, loss_mpn: 0.014944, loss_rec: 0.059262, loss_semantic: 0.653808, loss_idmrf: 3.342121, loss_adv_gen: -158.796951, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:11:48,414 - INFO - [Train] step: 43899, loss_adv_disc: -5.963137, lr_disc: 0.000010
+2023-03-24 15:11:48,630 - INFO - [Train] step: 43899, loss_mpn: 0.016190, loss_rec: 0.088920, loss_semantic: 0.845103, loss_idmrf: 3.669423, loss_adv_gen: -156.660355, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:12:20,585 - INFO - [Train] step: 43999, loss_adv_disc: -5.390120, lr_disc: 0.000010
+2023-03-24 15:12:20,799 - INFO - [Train] step: 43999, loss_mpn: 0.049957, loss_rec: 0.082769, loss_semantic: 0.813753, loss_idmrf: 5.836708, loss_adv_gen: -149.822205, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:13:14,397 - INFO - [Eval] step: 43999, bce: 0.056150, psnr: 22.797850, ssim: 0.791066, lpips: 0.175277
+2023-03-24 15:13:50,396 - INFO - [Train] step: 44099, loss_adv_disc: -13.395352, lr_disc: 0.000010
+2023-03-24 15:13:50,604 - INFO - [Train] step: 44099, loss_mpn: 0.068861, loss_rec: 0.152190, loss_semantic: 1.188701, loss_idmrf: 8.506081, loss_adv_gen: -162.263550, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:14:22,342 - INFO - [Train] step: 44199, loss_adv_disc: 0.069778, lr_disc: 0.000010
+2023-03-24 15:14:22,545 - INFO - [Train] step: 44199, loss_mpn: 0.029913, loss_rec: 0.121620, loss_semantic: 1.159150, loss_idmrf: 5.992617, loss_adv_gen: -218.439606, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:14:54,023 - INFO - [Train] step: 44299, loss_adv_disc: 6.047115, lr_disc: 0.000010
+2023-03-24 15:14:54,231 - INFO - [Train] step: 44299, loss_mpn: 0.016318, loss_rec: 0.048496, loss_semantic: 0.590688, loss_idmrf: 2.777417, loss_adv_gen: -210.862991, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:15:26,167 - INFO - [Train] step: 44399, loss_adv_disc: 3.606998, lr_disc: 0.000010
+2023-03-24 15:15:26,371 - INFO - [Train] step: 44399, loss_mpn: 0.019786, loss_rec: 0.048187, loss_semantic: 0.605108, loss_idmrf: 4.879140, loss_adv_gen: -87.042709, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:15:58,371 - INFO - [Train] step: 44499, loss_adv_disc: -3.296009, lr_disc: 0.000010
+2023-03-24 15:15:58,573 - INFO - [Train] step: 44499, loss_mpn: 0.032098, loss_rec: 0.059544, loss_semantic: 0.667884, loss_idmrf: 5.509848, loss_adv_gen: -102.489716, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:16:30,626 - INFO - [Train] step: 44599, loss_adv_disc: -7.102620, lr_disc: 0.000010
+2023-03-24 15:16:30,862 - INFO - [Train] step: 44599, loss_mpn: 0.040509, loss_rec: 0.094486, loss_semantic: 0.956843, loss_idmrf: 5.496248, loss_adv_gen: -137.670532, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:17:02,836 - INFO - [Train] step: 44699, loss_adv_disc: 4.859924, lr_disc: 0.000010
+2023-03-24 15:17:03,046 - INFO - [Train] step: 44699, loss_mpn: 0.014624, loss_rec: 0.054392, loss_semantic: 0.670107, loss_idmrf: 2.923705, loss_adv_gen: -156.145966, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:17:34,960 - INFO - [Train] step: 44799, loss_adv_disc: 5.103867, lr_disc: 0.000010
+2023-03-24 15:17:35,172 - INFO - [Train] step: 44799, loss_mpn: 0.026798, loss_rec: 0.101368, loss_semantic: 0.976472, loss_idmrf: 5.331603, loss_adv_gen: -158.537247, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:18:07,076 - INFO - [Train] step: 44899, loss_adv_disc: -3.210373, lr_disc: 0.000010
+2023-03-24 15:18:07,288 - INFO - [Train] step: 44899, loss_mpn: 0.019545, loss_rec: 0.079925, loss_semantic: 0.810362, loss_idmrf: 3.370698, loss_adv_gen: -173.430939, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:18:39,211 - INFO - [Train] step: 44999, loss_adv_disc: 0.534087, lr_disc: 0.000010
+2023-03-24 15:18:39,418 - INFO - [Train] step: 44999, loss_mpn: 0.021901, loss_rec: 0.075029, loss_semantic: 0.854185, loss_idmrf: 6.409277, loss_adv_gen: -178.020813, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:19:32,745 - INFO - [Eval] step: 44999, bce: 0.056008, psnr: 22.891123, ssim: 0.795745, lpips: 0.175000
+2023-03-24 15:20:08,816 - INFO - [Train] step: 45099, loss_adv_disc: -3.211418, lr_disc: 0.000010
+2023-03-24 15:20:09,021 - INFO - [Train] step: 45099, loss_mpn: 0.014719, loss_rec: 0.072750, loss_semantic: 0.706874, loss_idmrf: 2.781318, loss_adv_gen: -162.864243, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:20:40,176 - INFO - [Train] step: 45199, loss_adv_disc: -8.076690, lr_disc: 0.000010
+2023-03-24 15:20:40,382 - INFO - [Train] step: 45199, loss_mpn: 0.014908, loss_rec: 0.071304, loss_semantic: 0.901583, loss_idmrf: 3.680259, loss_adv_gen: -168.029816, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:21:12,128 - INFO - [Train] step: 45299, loss_adv_disc: 0.987506, lr_disc: 0.000010
+2023-03-24 15:21:12,332 - INFO - [Train] step: 45299, loss_mpn: 0.010441, loss_rec: 0.028988, loss_semantic: 0.445557, loss_idmrf: 3.020086, loss_adv_gen: -162.054489, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:21:44,347 - INFO - [Train] step: 45399, loss_adv_disc: 1.350561, lr_disc: 0.000010
+2023-03-24 15:21:44,558 - INFO - [Train] step: 45399, loss_mpn: 0.042267, loss_rec: 0.109985, loss_semantic: 1.047500, loss_idmrf: 7.316974, loss_adv_gen: -170.660400, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:22:16,341 - INFO - [Train] step: 45499, loss_adv_disc: -1.257139, lr_disc: 0.000010
+2023-03-24 15:22:16,553 - INFO - [Train] step: 45499, loss_mpn: 0.011331, loss_rec: 0.062099, loss_semantic: 0.809884, loss_idmrf: 4.817313, loss_adv_gen: -154.496216, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:22:48,318 - INFO - [Train] step: 45599, loss_adv_disc: 5.069151, lr_disc: 0.000010
+2023-03-24 15:22:48,533 - INFO - [Train] step: 45599, loss_mpn: 0.008436, loss_rec: 0.041433, loss_semantic: 0.529508, loss_idmrf: 1.157078, loss_adv_gen: -196.109680, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:23:20,295 - INFO - [Train] step: 45699, loss_adv_disc: -5.151910, lr_disc: 0.000010
+2023-03-24 15:23:20,505 - INFO - [Train] step: 45699, loss_mpn: 0.016422, loss_rec: 0.058153, loss_semantic: 0.816368, loss_idmrf: 4.487057, loss_adv_gen: -155.777161, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:23:52,292 - INFO - [Train] step: 45799, loss_adv_disc: -4.058181, lr_disc: 0.000010
+2023-03-24 15:23:52,500 - INFO - [Train] step: 45799, loss_mpn: 0.020857, loss_rec: 0.054182, loss_semantic: 0.713380, loss_idmrf: 5.863584, loss_adv_gen: -119.757484, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:24:24,975 - INFO - [Train] step: 45899, loss_adv_disc: -5.287526, lr_disc: 0.000010
+2023-03-24 15:24:25,169 - INFO - [Train] step: 45899, loss_mpn: 0.033058, loss_rec: 0.081097, loss_semantic: 0.946128, loss_idmrf: 4.165178, loss_adv_gen: -182.932129, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:24:56,896 - INFO - [Train] step: 45999, loss_adv_disc: 2.038711, lr_disc: 0.000010
+2023-03-24 15:24:57,103 - INFO - [Train] step: 45999, loss_mpn: 0.009468, loss_rec: 0.053606, loss_semantic: 0.648936, loss_idmrf: 2.673665, loss_adv_gen: -174.377441, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:25:50,620 - INFO - [Eval] step: 45999, bce: 0.056038, psnr: 22.738707, ssim: 0.789043, lpips: 0.175212
+2023-03-24 15:26:26,219 - INFO - [Train] step: 46099, loss_adv_disc: -2.244832, lr_disc: 0.000010
+2023-03-24 15:26:26,425 - INFO - [Train] step: 46099, loss_mpn: 0.036752, loss_rec: 0.082943, loss_semantic: 0.983786, loss_idmrf: 4.585711, loss_adv_gen: -179.569443, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:26:58,407 - INFO - [Train] step: 46199, loss_adv_disc: -8.855852, lr_disc: 0.000010
+2023-03-24 15:26:58,616 - INFO - [Train] step: 46199, loss_mpn: 0.059569, loss_rec: 0.154181, loss_semantic: 1.256898, loss_idmrf: 7.686329, loss_adv_gen: -204.530640, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:27:30,953 - INFO - [Train] step: 46299, loss_adv_disc: -11.331424, lr_disc: 0.000010
+2023-03-24 15:27:31,162 - INFO - [Train] step: 46299, loss_mpn: 0.048798, loss_rec: 0.140804, loss_semantic: 1.101542, loss_idmrf: 5.207291, loss_adv_gen: -191.597168, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:28:02,828 - INFO - [Train] step: 46399, loss_adv_disc: -1.989431, lr_disc: 0.000010
+2023-03-24 15:28:03,039 - INFO - [Train] step: 46399, loss_mpn: 0.040592, loss_rec: 0.107019, loss_semantic: 1.093247, loss_idmrf: 6.161121, loss_adv_gen: -189.881836, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:28:34,387 - INFO - [Train] step: 46499, loss_adv_disc: -2.510093, lr_disc: 0.000010
+2023-03-24 15:28:34,596 - INFO - [Train] step: 46499, loss_mpn: 0.022013, loss_rec: 0.048639, loss_semantic: 0.621213, loss_idmrf: 6.118046, loss_adv_gen: -135.733673, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:29:06,589 - INFO - [Train] step: 46599, loss_adv_disc: -5.398130, lr_disc: 0.000010
+2023-03-24 15:29:06,802 - INFO - [Train] step: 46599, loss_mpn: 0.034432, loss_rec: 0.076713, loss_semantic: 0.815207, loss_idmrf: 4.567468, loss_adv_gen: -132.948593, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:29:39,164 - INFO - [Train] step: 46699, loss_adv_disc: -5.191471, lr_disc: 0.000010
+2023-03-24 15:29:39,367 - INFO - [Train] step: 46699, loss_mpn: 0.022371, loss_rec: 0.090733, loss_semantic: 0.911508, loss_idmrf: 3.726204, loss_adv_gen: -173.018677, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:30:10,746 - INFO - [Train] step: 46799, loss_adv_disc: 3.119075, lr_disc: 0.000010
+2023-03-24 15:30:10,956 - INFO - [Train] step: 46799, loss_mpn: 0.015381, loss_rec: 0.043097, loss_semantic: 0.576194, loss_idmrf: 3.219006, loss_adv_gen: -157.627838, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:30:42,954 - INFO - [Train] step: 46899, loss_adv_disc: 3.607374, lr_disc: 0.000010
+2023-03-24 15:30:43,170 - INFO - [Train] step: 46899, loss_mpn: 0.013224, loss_rec: 0.059395, loss_semantic: 0.570960, loss_idmrf: 2.117269, loss_adv_gen: -183.144684, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:31:15,739 - INFO - [Train] step: 46999, loss_adv_disc: -0.772009, lr_disc: 0.000010
+2023-03-24 15:31:15,949 - INFO - [Train] step: 46999, loss_mpn: 0.018990, loss_rec: 0.069825, loss_semantic: 0.845353, loss_idmrf: 3.005451, loss_adv_gen: -220.407013, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:32:09,498 - INFO - [Eval] step: 46999, bce: 0.055926, psnr: 22.839376, ssim: 0.792057, lpips: 0.174783
+2023-03-24 15:32:45,389 - INFO - [Train] step: 47099, loss_adv_disc: -10.019505, lr_disc: 0.000010
+2023-03-24 15:32:45,596 - INFO - [Train] step: 47099, loss_mpn: 0.023715, loss_rec: 0.128320, loss_semantic: 1.123839, loss_idmrf: 4.464013, loss_adv_gen: -226.108124, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:33:17,382 - INFO - [Train] step: 47199, loss_adv_disc: -9.852404, lr_disc: 0.000010
+2023-03-24 15:33:17,596 - INFO - [Train] step: 47199, loss_mpn: 0.049411, loss_rec: 0.116666, loss_semantic: 1.266007, loss_idmrf: 7.189425, loss_adv_gen: -203.825684, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:33:49,504 - INFO - [Train] step: 47299, loss_adv_disc: 2.136044, lr_disc: 0.000010
+2023-03-24 15:33:49,716 - INFO - [Train] step: 47299, loss_mpn: 0.014467, loss_rec: 0.047053, loss_semantic: 0.632821, loss_idmrf: 5.148688, loss_adv_gen: -152.167435, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:34:20,883 - INFO - [Train] step: 47399, loss_adv_disc: -12.043897, lr_disc: 0.000010
+2023-03-24 15:34:21,100 - INFO - [Train] step: 47399, loss_mpn: 0.042698, loss_rec: 0.128165, loss_semantic: 1.122820, loss_idmrf: 6.730530, loss_adv_gen: -146.611267, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:34:52,950 - INFO - [Train] step: 47499, loss_adv_disc: -11.929455, lr_disc: 0.000010
+2023-03-24 15:34:53,154 - INFO - [Train] step: 47499, loss_mpn: 0.028911, loss_rec: 0.135701, loss_semantic: 1.208365, loss_idmrf: 4.816893, loss_adv_gen: -187.562317, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:35:25,454 - INFO - [Train] step: 47599, loss_adv_disc: 1.459947, lr_disc: 0.000010
+2023-03-24 15:35:25,667 - INFO - [Train] step: 47599, loss_mpn: 0.043578, loss_rec: 0.065631, loss_semantic: 0.791892, loss_idmrf: 8.501747, loss_adv_gen: -180.371719, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:35:57,556 - INFO - [Train] step: 47699, loss_adv_disc: -1.398260, lr_disc: 0.000010
+2023-03-24 15:35:57,772 - INFO - [Train] step: 47699, loss_mpn: 0.055390, loss_rec: 0.072278, loss_semantic: 0.803758, loss_idmrf: 6.600956, loss_adv_gen: -147.098648, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:36:30,273 - INFO - [Train] step: 47799, loss_adv_disc: -0.527684, lr_disc: 0.000010
+2023-03-24 15:36:30,491 - INFO - [Train] step: 47799, loss_mpn: 0.015174, loss_rec: 0.069416, loss_semantic: 0.858259, loss_idmrf: 3.525207, loss_adv_gen: -160.581345, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:37:02,903 - INFO - [Train] step: 47899, loss_adv_disc: -0.081934, lr_disc: 0.000010
+2023-03-24 15:37:03,120 - INFO - [Train] step: 47899, loss_mpn: 0.030568, loss_rec: 0.115013, loss_semantic: 0.994173, loss_idmrf: 6.063311, loss_adv_gen: -148.042908, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:37:34,762 - INFO - [Train] step: 47999, loss_adv_disc: -0.158893, lr_disc: 0.000010
+2023-03-24 15:37:34,968 - INFO - [Train] step: 47999, loss_mpn: 0.025044, loss_rec: 0.077349, loss_semantic: 0.832202, loss_idmrf: 5.405768, loss_adv_gen: -163.785477, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:38:28,784 - INFO - [Eval] step: 47999, bce: 0.055872, psnr: 22.821846, ssim: 0.792749, lpips: 0.174413
+2023-03-24 15:39:04,538 - INFO - [Train] step: 48099, loss_adv_disc: -3.004620, lr_disc: 0.000010
+2023-03-24 15:39:04,747 - INFO - [Train] step: 48099, loss_mpn: 0.035113, loss_rec: 0.088645, loss_semantic: 0.986636, loss_idmrf: 5.667113, loss_adv_gen: -166.850449, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:39:36,908 - INFO - [Train] step: 48199, loss_adv_disc: -2.728187, lr_disc: 0.000010
+2023-03-24 15:39:37,116 - INFO - [Train] step: 48199, loss_mpn: 0.023336, loss_rec: 0.067663, loss_semantic: 0.958475, loss_idmrf: 6.962085, loss_adv_gen: -128.853699, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:40:08,807 - INFO - [Train] step: 48299, loss_adv_disc: 0.073281, lr_disc: 0.000010
+2023-03-24 15:40:09,025 - INFO - [Train] step: 48299, loss_mpn: 0.023897, loss_rec: 0.078112, loss_semantic: 0.774451, loss_idmrf: 3.832797, loss_adv_gen: -168.308853, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:40:41,489 - INFO - [Train] step: 48399, loss_adv_disc: -6.022292, lr_disc: 0.000010
+2023-03-24 15:40:41,701 - INFO - [Train] step: 48399, loss_mpn: 0.031858, loss_rec: 0.142662, loss_semantic: 1.194991, loss_idmrf: 4.719090, loss_adv_gen: -203.261963, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:41:13,700 - INFO - [Train] step: 48499, loss_adv_disc: -0.636544, lr_disc: 0.000010
+2023-03-24 15:41:13,904 - INFO - [Train] step: 48499, loss_mpn: 0.024500, loss_rec: 0.080227, loss_semantic: 0.914408, loss_idmrf: 4.763416, loss_adv_gen: -178.473770, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:41:45,543 - INFO - [Train] step: 48599, loss_adv_disc: 9.668983, lr_disc: 0.000010
+2023-03-24 15:41:45,763 - INFO - [Train] step: 48599, loss_mpn: 0.025871, loss_rec: 0.109322, loss_semantic: 1.010525, loss_idmrf: 3.996618, loss_adv_gen: -188.225708, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:42:17,659 - INFO - [Train] step: 48699, loss_adv_disc: 2.877695, lr_disc: 0.000010
+2023-03-24 15:42:17,872 - INFO - [Train] step: 48699, loss_mpn: 0.021914, loss_rec: 0.069198, loss_semantic: 0.740656, loss_idmrf: 4.413821, loss_adv_gen: -143.843002, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:42:50,138 - INFO - [Train] step: 48799, loss_adv_disc: 2.801819, lr_disc: 0.000010
+2023-03-24 15:42:50,352 - INFO - [Train] step: 48799, loss_mpn: 0.004071, loss_rec: 0.029861, loss_semantic: 0.394753, loss_idmrf: 1.482459, loss_adv_gen: -144.239471, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:43:22,204 - INFO - [Train] step: 48899, loss_adv_disc: 0.106263, lr_disc: 0.000010
+2023-03-24 15:43:22,417 - INFO - [Train] step: 48899, loss_mpn: 0.012030, loss_rec: 0.043665, loss_semantic: 0.621999, loss_idmrf: 3.019839, loss_adv_gen: -188.378601, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:43:54,441 - INFO - [Train] step: 48999, loss_adv_disc: -3.721279, lr_disc: 0.000010
+2023-03-24 15:43:54,645 - INFO - [Train] step: 48999, loss_mpn: 0.019872, loss_rec: 0.079207, loss_semantic: 0.806406, loss_idmrf: 3.671699, loss_adv_gen: -164.772858, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:44:48,281 - INFO - [Eval] step: 48999, bce: 0.056178, psnr: 22.790960, ssim: 0.792333, lpips: 0.174605
+2023-03-24 15:45:24,679 - INFO - [Train] step: 49099, loss_adv_disc: 1.916778, lr_disc: 0.000010
+2023-03-24 15:45:24,891 - INFO - [Train] step: 49099, loss_mpn: 0.009896, loss_rec: 0.046060, loss_semantic: 0.552522, loss_idmrf: 2.695487, loss_adv_gen: -129.979736, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:45:56,808 - INFO - [Train] step: 49199, loss_adv_disc: -0.592222, lr_disc: 0.000010
+2023-03-24 15:45:57,022 - INFO - [Train] step: 49199, loss_mpn: 0.009288, loss_rec: 0.065029, loss_semantic: 0.666399, loss_idmrf: 2.004172, loss_adv_gen: -215.516129, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:46:29,046 - INFO - [Train] step: 49299, loss_adv_disc: -2.759137, lr_disc: 0.000010
+2023-03-24 15:46:29,253 - INFO - [Train] step: 49299, loss_mpn: 0.021265, loss_rec: 0.073832, loss_semantic: 0.811913, loss_idmrf: 4.594981, loss_adv_gen: -180.069031, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:47:01,525 - INFO - [Train] step: 49399, loss_adv_disc: -0.267213, lr_disc: 0.000010
+2023-03-24 15:47:01,736 - INFO - [Train] step: 49399, loss_mpn: 0.026905, loss_rec: 0.087614, loss_semantic: 0.829949, loss_idmrf: 5.060150, loss_adv_gen: -197.660294, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:47:33,783 - INFO - [Train] step: 49499, loss_adv_disc: -4.318375, lr_disc: 0.000010
+2023-03-24 15:47:33,990 - INFO - [Train] step: 49499, loss_mpn: 0.058859, loss_rec: 0.126912, loss_semantic: 1.156931, loss_idmrf: 6.560081, loss_adv_gen: -206.036118, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:48:05,858 - INFO - [Train] step: 49599, loss_adv_disc: -2.332686, lr_disc: 0.000010
+2023-03-24 15:48:06,067 - INFO - [Train] step: 49599, loss_mpn: 0.039228, loss_rec: 0.113965, loss_semantic: 1.202711, loss_idmrf: 6.856375, loss_adv_gen: -172.443237, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:48:38,027 - INFO - [Train] step: 49699, loss_adv_disc: 1.218282, lr_disc: 0.000010
+2023-03-24 15:48:38,239 - INFO - [Train] step: 49699, loss_mpn: 0.011827, loss_rec: 0.064060, loss_semantic: 0.798161, loss_idmrf: 3.550982, loss_adv_gen: -160.948105, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:49:10,041 - INFO - [Train] step: 49799, loss_adv_disc: -7.309321, lr_disc: 0.000010
+2023-03-24 15:49:10,260 - INFO - [Train] step: 49799, loss_mpn: 0.026279, loss_rec: 0.162594, loss_semantic: 1.232989, loss_idmrf: 5.059183, loss_adv_gen: -185.959900, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:49:42,274 - INFO - [Train] step: 49899, loss_adv_disc: -1.491240, lr_disc: 0.000010
+2023-03-24 15:49:42,496 - INFO - [Train] step: 49899, loss_mpn: 0.030544, loss_rec: 0.056078, loss_semantic: 0.727620, loss_idmrf: 5.660383, loss_adv_gen: -136.834854, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:50:14,448 - INFO - [Train] step: 49999, loss_adv_disc: 4.861656, lr_disc: 0.000010
+2023-03-24 15:50:14,658 - INFO - [Train] step: 49999, loss_mpn: 0.020965, loss_rec: 0.068372, loss_semantic: 0.589995, loss_idmrf: 2.780376, loss_adv_gen: -187.737244, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:51:08,886 - INFO - [Eval] step: 49999, bce: 0.056023, psnr: 22.756039, ssim: 0.791172, lpips: 0.175584
+2023-03-24 15:51:45,719 - INFO - [Train] step: 50099, loss_adv_disc: 4.708887, lr_disc: 0.000010
+2023-03-24 15:51:45,924 - INFO - [Train] step: 50099, loss_mpn: 0.008514, loss_rec: 0.044377, loss_semantic: 0.597811, loss_idmrf: 1.906023, loss_adv_gen: -180.447144, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:52:18,049 - INFO - [Train] step: 50199, loss_adv_disc: 4.763515, lr_disc: 0.000010
+2023-03-24 15:52:18,256 - INFO - [Train] step: 50199, loss_mpn: 0.039810, loss_rec: 0.125400, loss_semantic: 1.199217, loss_idmrf: 6.478201, loss_adv_gen: -210.113739, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:52:50,134 - INFO - [Train] step: 50299, loss_adv_disc: -2.525138, lr_disc: 0.000010
+2023-03-24 15:52:50,340 - INFO - [Train] step: 50299, loss_mpn: 0.036392, loss_rec: 0.099185, loss_semantic: 1.016227, loss_idmrf: 4.817698, loss_adv_gen: -181.132919, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:53:22,163 - INFO - [Train] step: 50399, loss_adv_disc: 6.501970, lr_disc: 0.000010
+2023-03-24 15:53:22,372 - INFO - [Train] step: 50399, loss_mpn: 0.037415, loss_rec: 0.096849, loss_semantic: 1.029488, loss_idmrf: 4.935421, loss_adv_gen: -213.114075, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:53:54,792 - INFO - [Train] step: 50499, loss_adv_disc: 1.228813, lr_disc: 0.000010
+2023-03-24 15:53:54,999 - INFO - [Train] step: 50499, loss_mpn: 0.017784, loss_rec: 0.057598, loss_semantic: 0.729565, loss_idmrf: 6.178221, loss_adv_gen: -148.080475, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:54:26,717 - INFO - [Train] step: 50599, loss_adv_disc: -1.839496, lr_disc: 0.000010
+2023-03-24 15:54:26,931 - INFO - [Train] step: 50599, loss_mpn: 0.023382, loss_rec: 0.057568, loss_semantic: 0.701211, loss_idmrf: 5.997511, loss_adv_gen: -135.150314, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:54:59,155 - INFO - [Train] step: 50699, loss_adv_disc: 1.967145, lr_disc: 0.000010
+2023-03-24 15:54:59,363 - INFO - [Train] step: 50699, loss_mpn: 0.042170, loss_rec: 0.123537, loss_semantic: 1.120300, loss_idmrf: 5.615715, loss_adv_gen: -167.129883, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:55:31,342 - INFO - [Train] step: 50799, loss_adv_disc: -1.064173, lr_disc: 0.000010
+2023-03-24 15:55:31,840 - INFO - [Train] step: 50799, loss_mpn: 0.021989, loss_rec: 0.073707, loss_semantic: 0.858299, loss_idmrf: 4.466088, loss_adv_gen: -186.854370, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:56:03,627 - INFO - [Train] step: 50899, loss_adv_disc: -5.405023, lr_disc: 0.000010
+2023-03-24 15:56:03,836 - INFO - [Train] step: 50899, loss_mpn: 0.029778, loss_rec: 0.097726, loss_semantic: 1.005058, loss_idmrf: 5.539608, loss_adv_gen: -192.111984, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:56:35,552 - INFO - [Train] step: 50999, loss_adv_disc: 4.216643, lr_disc: 0.000010
+2023-03-24 15:56:35,774 - INFO - [Train] step: 50999, loss_mpn: 0.011795, loss_rec: 0.036245, loss_semantic: 0.472907, loss_idmrf: 3.364604, loss_adv_gen: -143.988403, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:57:30,374 - INFO - [Eval] step: 50999, bce: 0.055356, psnr: 22.600000, ssim: 0.787102, lpips: 0.175063
+2023-03-24 15:58:06,528 - INFO - [Train] step: 51099, loss_adv_disc: 2.261621, lr_disc: 0.000010
+2023-03-24 15:58:06,735 - INFO - [Train] step: 51099, loss_mpn: 0.011877, loss_rec: 0.043357, loss_semantic: 0.669303, loss_idmrf: 4.178571, loss_adv_gen: -115.343124, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:58:38,642 - INFO - [Train] step: 51199, loss_adv_disc: -7.178613, lr_disc: 0.000010
+2023-03-24 15:58:38,848 - INFO - [Train] step: 51199, loss_mpn: 0.022187, loss_rec: 0.096221, loss_semantic: 1.020523, loss_idmrf: 3.836706, loss_adv_gen: -234.854202, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:59:10,655 - INFO - [Train] step: 51299, loss_adv_disc: 2.109339, lr_disc: 0.000010
+2023-03-24 15:59:10,866 - INFO - [Train] step: 51299, loss_mpn: 0.028230, loss_rec: 0.102730, loss_semantic: 0.929351, loss_idmrf: 3.308082, loss_adv_gen: -228.998367, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:59:42,713 - INFO - [Train] step: 51399, loss_adv_disc: 4.848608, lr_disc: 0.000010
+2023-03-24 15:59:42,928 - INFO - [Train] step: 51399, loss_mpn: 0.007511, loss_rec: 0.051470, loss_semantic: 0.530838, loss_idmrf: 1.310869, loss_adv_gen: -178.051743, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:00:15,902 - INFO - [Train] step: 51499, loss_adv_disc: -0.959803, lr_disc: 0.000010
+2023-03-24 16:00:16,125 - INFO - [Train] step: 51499, loss_mpn: 0.033207, loss_rec: 0.079393, loss_semantic: 0.996001, loss_idmrf: 4.238740, loss_adv_gen: -161.450531, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:00:48,716 - INFO - [Train] step: 51599, loss_adv_disc: -5.634955, lr_disc: 0.000010
+2023-03-24 16:00:48,936 - INFO - [Train] step: 51599, loss_mpn: 0.045711, loss_rec: 0.096728, loss_semantic: 0.890184, loss_idmrf: 7.435164, loss_adv_gen: -148.762589, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:01:21,117 - INFO - [Train] step: 51699, loss_adv_disc: -1.043366, lr_disc: 0.000010
+2023-03-24 16:01:21,325 - INFO - [Train] step: 51699, loss_mpn: 0.032420, loss_rec: 0.077869, loss_semantic: 0.900651, loss_idmrf: 4.449755, loss_adv_gen: -158.225632, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:01:54,172 - INFO - [Train] step: 51799, loss_adv_disc: 23.100517, lr_disc: 0.000010
+2023-03-24 16:01:54,382 - INFO - [Train] step: 51799, loss_mpn: 0.050021, loss_rec: 0.233416, loss_semantic: 1.640523, loss_idmrf: 8.906376, loss_adv_gen: -256.198059, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:02:26,371 - INFO - [Train] step: 51899, loss_adv_disc: 1.201379, lr_disc: 0.000010
+2023-03-24 16:02:26,582 - INFO - [Train] step: 51899, loss_mpn: 0.007478, loss_rec: 0.069368, loss_semantic: 0.635744, loss_idmrf: 2.571761, loss_adv_gen: -191.791840, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:02:59,067 - INFO - [Train] step: 51999, loss_adv_disc: -5.378722, lr_disc: 0.000010
+2023-03-24 16:02:59,273 - INFO - [Train] step: 51999, loss_mpn: 0.038433, loss_rec: 0.087070, loss_semantic: 0.865150, loss_idmrf: 4.404953, loss_adv_gen: -161.647247, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:03:52,301 - INFO - [Eval] step: 51999, bce: 0.055447, psnr: 22.649683, ssim: 0.789782, lpips: 0.174814
+2023-03-24 16:04:28,692 - INFO - [Train] step: 52099, loss_adv_disc: 5.005789, lr_disc: 0.000010
+2023-03-24 16:04:28,899 - INFO - [Train] step: 52099, loss_mpn: 0.011989, loss_rec: 0.062735, loss_semantic: 0.727015, loss_idmrf: 2.543339, loss_adv_gen: -139.581970, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:05:00,734 - INFO - [Train] step: 52199, loss_adv_disc: 0.862628, lr_disc: 0.000010
+2023-03-24 16:05:00,941 - INFO - [Train] step: 52199, loss_mpn: 0.009608, loss_rec: 0.043527, loss_semantic: 0.675946, loss_idmrf: 3.381866, loss_adv_gen: -150.729919, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:05:32,648 - INFO - [Train] step: 52299, loss_adv_disc: -0.722200, lr_disc: 0.000010
+2023-03-24 16:05:32,857 - INFO - [Train] step: 52299, loss_mpn: 0.015877, loss_rec: 0.069541, loss_semantic: 0.793731, loss_idmrf: 3.488002, loss_adv_gen: -167.910904, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:06:05,077 - INFO - [Train] step: 52399, loss_adv_disc: 5.686759, lr_disc: 0.000010
+2023-03-24 16:06:05,290 - INFO - [Train] step: 52399, loss_mpn: 0.014365, loss_rec: 0.088958, loss_semantic: 0.903732, loss_idmrf: 3.203581, loss_adv_gen: -174.366852, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:06:36,867 - INFO - [Train] step: 52499, loss_adv_disc: 0.849547, lr_disc: 0.000010
+2023-03-24 16:06:37,074 - INFO - [Train] step: 52499, loss_mpn: 0.014362, loss_rec: 0.058830, loss_semantic: 0.737857, loss_idmrf: 3.000740, loss_adv_gen: -171.754150, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:07:08,589 - INFO - [Train] step: 52599, loss_adv_disc: 1.890623, lr_disc: 0.000010
+2023-03-24 16:07:08,800 - INFO - [Train] step: 52599, loss_mpn: 0.025284, loss_rec: 0.093703, loss_semantic: 0.961656, loss_idmrf: 3.357646, loss_adv_gen: -210.727875, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:07:41,270 - INFO - [Train] step: 52699, loss_adv_disc: -5.917033, lr_disc: 0.000010
+2023-03-24 16:07:41,490 - INFO - [Train] step: 52699, loss_mpn: 0.027886, loss_rec: 0.138148, loss_semantic: 1.211223, loss_idmrf: 5.484616, loss_adv_gen: -252.576584, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:08:13,290 - INFO - [Train] step: 52799, loss_adv_disc: -6.338923, lr_disc: 0.000010
+2023-03-24 16:08:13,499 - INFO - [Train] step: 52799, loss_mpn: 0.030939, loss_rec: 0.094286, loss_semantic: 0.983078, loss_idmrf: 4.379179, loss_adv_gen: -167.277954, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:08:45,264 - INFO - [Train] step: 52899, loss_adv_disc: -1.550670, lr_disc: 0.000010
+2023-03-24 16:08:45,477 - INFO - [Train] step: 52899, loss_mpn: 0.012581, loss_rec: 0.041841, loss_semantic: 0.677239, loss_idmrf: 5.247195, loss_adv_gen: -150.505753, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:09:17,415 - INFO - [Train] step: 52999, loss_adv_disc: -3.736501, lr_disc: 0.000010
+2023-03-24 16:09:17,628 - INFO - [Train] step: 52999, loss_mpn: 0.019576, loss_rec: 0.103682, loss_semantic: 1.005578, loss_idmrf: 4.324255, loss_adv_gen: -198.565903, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:10:10,676 - INFO - [Eval] step: 52999, bce: 0.056125, psnr: 22.608278, ssim: 0.788737, lpips: 0.174449
+2023-03-24 16:10:46,550 - INFO - [Train] step: 53099, loss_adv_disc: 4.579961, lr_disc: 0.000010
+2023-03-24 16:10:46,762 - INFO - [Train] step: 53099, loss_mpn: 0.057387, loss_rec: 0.098088, loss_semantic: 0.906752, loss_idmrf: 7.402337, loss_adv_gen: -165.781464, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:11:18,130 - INFO - [Train] step: 53199, loss_adv_disc: -4.721713, lr_disc: 0.000010
+2023-03-24 16:11:18,339 - INFO - [Train] step: 53199, loss_mpn: 0.053307, loss_rec: 0.066551, loss_semantic: 0.750266, loss_idmrf: 5.904411, loss_adv_gen: -117.722900, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:11:50,663 - INFO - [Train] step: 53299, loss_adv_disc: -7.227650, lr_disc: 0.000010
+2023-03-24 16:11:50,872 - INFO - [Train] step: 53299, loss_mpn: 0.022080, loss_rec: 0.080395, loss_semantic: 0.993815, loss_idmrf: 4.186656, loss_adv_gen: -148.814362, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:12:23,104 - INFO - [Train] step: 53399, loss_adv_disc: 2.514356, lr_disc: 0.000010
+2023-03-24 16:12:23,309 - INFO - [Train] step: 53399, loss_mpn: 0.029875, loss_rec: 0.078235, loss_semantic: 0.851411, loss_idmrf: 4.552112, loss_adv_gen: -175.323776, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:12:54,526 - INFO - [Train] step: 53499, loss_adv_disc: -0.635706, lr_disc: 0.000010
+2023-03-24 16:12:54,738 - INFO - [Train] step: 53499, loss_mpn: 0.031828, loss_rec: 0.114535, loss_semantic: 1.120576, loss_idmrf: 4.993875, loss_adv_gen: -212.185013, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:13:27,002 - INFO - [Train] step: 53599, loss_adv_disc: -15.891310, lr_disc: 0.000010
+2023-03-24 16:13:27,209 - INFO - [Train] step: 53599, loss_mpn: 0.046551, loss_rec: 0.146591, loss_semantic: 1.328332, loss_idmrf: 8.761984, loss_adv_gen: -157.851028, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:13:59,375 - INFO - [Train] step: 53699, loss_adv_disc: 1.373161, lr_disc: 0.000010
+2023-03-24 16:13:59,582 - INFO - [Train] step: 53699, loss_mpn: 0.031215, loss_rec: 0.143683, loss_semantic: 1.054782, loss_idmrf: 6.251350, loss_adv_gen: -141.299347, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:14:30,968 - INFO - [Train] step: 53799, loss_adv_disc: -2.519856, lr_disc: 0.000010
+2023-03-24 16:14:31,178 - INFO - [Train] step: 53799, loss_mpn: 0.040141, loss_rec: 0.087058, loss_semantic: 1.030563, loss_idmrf: 6.391669, loss_adv_gen: -167.615417, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:15:02,961 - INFO - [Train] step: 53899, loss_adv_disc: 2.068802, lr_disc: 0.000010
+2023-03-24 16:15:03,169 - INFO - [Train] step: 53899, loss_mpn: 0.014947, loss_rec: 0.057267, loss_semantic: 0.753317, loss_idmrf: 3.693863, loss_adv_gen: -176.960175, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:15:34,963 - INFO - [Train] step: 53999, loss_adv_disc: 0.130919, lr_disc: 0.000010
+2023-03-24 16:15:35,174 - INFO - [Train] step: 53999, loss_mpn: 0.006131, loss_rec: 0.036270, loss_semantic: 0.491846, loss_idmrf: 1.865093, loss_adv_gen: -155.941406, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:16:27,742 - INFO - [Eval] step: 53999, bce: 0.056192, psnr: 22.845039, ssim: 0.793315, lpips: 0.175165
+2023-03-24 16:17:03,053 - INFO - [Train] step: 54099, loss_adv_disc: 0.585766, lr_disc: 0.000010
+2023-03-24 16:17:03,272 - INFO - [Train] step: 54099, loss_mpn: 0.018707, loss_rec: 0.074300, loss_semantic: 0.800779, loss_idmrf: 3.422523, loss_adv_gen: -222.884766, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:17:34,827 - INFO - [Train] step: 54199, loss_adv_disc: -2.498282, lr_disc: 0.000010
+2023-03-24 16:17:35,036 - INFO - [Train] step: 54199, loss_mpn: 0.018765, loss_rec: 0.064852, loss_semantic: 0.724438, loss_idmrf: 6.213181, loss_adv_gen: -168.224518, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:18:07,048 - INFO - [Train] step: 54299, loss_adv_disc: -0.039056, lr_disc: 0.000010
+2023-03-24 16:18:07,263 - INFO - [Train] step: 54299, loss_mpn: 0.018452, loss_rec: 0.073266, loss_semantic: 0.811583, loss_idmrf: 3.163608, loss_adv_gen: -176.862442, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:18:38,821 - INFO - [Train] step: 54399, loss_adv_disc: 0.158456, lr_disc: 0.000010
+2023-03-24 16:18:39,037 - INFO - [Train] step: 54399, loss_mpn: 0.019052, loss_rec: 0.064232, loss_semantic: 0.801039, loss_idmrf: 4.376145, loss_adv_gen: -170.947189, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:19:11,364 - INFO - [Train] step: 54499, loss_adv_disc: -5.084317, lr_disc: 0.000010
+2023-03-24 16:19:11,572 - INFO - [Train] step: 54499, loss_mpn: 0.039753, loss_rec: 0.090305, loss_semantic: 0.856397, loss_idmrf: 5.175959, loss_adv_gen: -156.583282, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:19:43,931 - INFO - [Train] step: 54599, loss_adv_disc: 0.949398, lr_disc: 0.000010
+2023-03-24 16:19:44,148 - INFO - [Train] step: 54599, loss_mpn: 0.006192, loss_rec: 0.030929, loss_semantic: 0.467194, loss_idmrf: 2.070831, loss_adv_gen: -142.159103, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:20:15,949 - INFO - [Train] step: 54699, loss_adv_disc: 6.764150, lr_disc: 0.000010
+2023-03-24 16:20:16,159 - INFO - [Train] step: 54699, loss_mpn: 0.016386, loss_rec: 0.062748, loss_semantic: 0.768513, loss_idmrf: 4.052700, loss_adv_gen: -166.430756, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:20:47,392 - INFO - [Train] step: 54799, loss_adv_disc: -3.569418, lr_disc: 0.000010
+2023-03-24 16:20:47,605 - INFO - [Train] step: 54799, loss_mpn: 0.046698, loss_rec: 0.066489, loss_semantic: 0.849670, loss_idmrf: 9.216028, loss_adv_gen: -103.569580, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:21:19,982 - INFO - [Train] step: 54899, loss_adv_disc: -0.093855, lr_disc: 0.000010
+2023-03-24 16:21:20,192 - INFO - [Train] step: 54899, loss_mpn: 0.013591, loss_rec: 0.070153, loss_semantic: 0.755908, loss_idmrf: 4.645038, loss_adv_gen: -109.203880, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:21:52,227 - INFO - [Train] step: 54999, loss_adv_disc: -4.600322, lr_disc: 0.000010
+2023-03-24 16:21:52,443 - INFO - [Train] step: 54999, loss_mpn: 0.033747, loss_rec: 0.085477, loss_semantic: 0.900194, loss_idmrf: 6.578307, loss_adv_gen: -157.277893, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:22:45,095 - INFO - [Eval] step: 54999, bce: 0.056309, psnr: 22.808153, ssim: 0.791137, lpips: 0.174661
+2023-03-24 16:23:20,581 - INFO - [Train] step: 55099, loss_adv_disc: -2.688745, lr_disc: 0.000010
+2023-03-24 16:23:20,796 - INFO - [Train] step: 55099, loss_mpn: 0.016244, loss_rec: 0.101595, loss_semantic: 1.136772, loss_idmrf: 4.517410, loss_adv_gen: -186.264008, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:23:53,002 - INFO - [Train] step: 55199, loss_adv_disc: -1.069911, lr_disc: 0.000010
+2023-03-24 16:23:53,214 - INFO - [Train] step: 55199, loss_mpn: 0.013531, loss_rec: 0.071845, loss_semantic: 0.851289, loss_idmrf: 3.755875, loss_adv_gen: -179.150757, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:24:24,649 - INFO - [Train] step: 55299, loss_adv_disc: 1.185398, lr_disc: 0.000010
+2023-03-24 16:24:24,858 - INFO - [Train] step: 55299, loss_mpn: 0.024186, loss_rec: 0.110482, loss_semantic: 1.075079, loss_idmrf: 5.054439, loss_adv_gen: -193.807907, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:24:56,406 - INFO - [Train] step: 55399, loss_adv_disc: -3.217926, lr_disc: 0.000010
+2023-03-24 16:24:56,614 - INFO - [Train] step: 55399, loss_mpn: 0.034428, loss_rec: 0.114147, loss_semantic: 1.277019, loss_idmrf: 8.458733, loss_adv_gen: -164.521729, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:25:28,286 - INFO - [Train] step: 55499, loss_adv_disc: -5.050460, lr_disc: 0.000010
+2023-03-24 16:25:28,489 - INFO - [Train] step: 55499, loss_mpn: 0.056660, loss_rec: 0.126931, loss_semantic: 1.119311, loss_idmrf: 6.025360, loss_adv_gen: -160.574799, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:26:00,682 - INFO - [Train] step: 55599, loss_adv_disc: -3.327682, lr_disc: 0.000010
+2023-03-24 16:26:00,898 - INFO - [Train] step: 55599, loss_mpn: 0.024400, loss_rec: 0.079071, loss_semantic: 0.782328, loss_idmrf: 6.297375, loss_adv_gen: -127.156601, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:26:32,746 - INFO - [Train] step: 55699, loss_adv_disc: 0.799691, lr_disc: 0.000010
+2023-03-24 16:26:32,957 - INFO - [Train] step: 55699, loss_mpn: 0.016545, loss_rec: 0.089046, loss_semantic: 0.901728, loss_idmrf: 3.512243, loss_adv_gen: -193.428192, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:27:04,587 - INFO - [Train] step: 55799, loss_adv_disc: -1.796490, lr_disc: 0.000010
+2023-03-24 16:27:04,798 - INFO - [Train] step: 55799, loss_mpn: 0.011343, loss_rec: 0.068119, loss_semantic: 0.726535, loss_idmrf: 2.249501, loss_adv_gen: -166.860870, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:27:36,734 - INFO - [Train] step: 55899, loss_adv_disc: -0.059151, lr_disc: 0.000010
+2023-03-24 16:27:36,948 - INFO - [Train] step: 55899, loss_mpn: 0.031147, loss_rec: 0.099706, loss_semantic: 1.047882, loss_idmrf: 5.065672, loss_adv_gen: -179.898361, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:28:08,877 - INFO - [Train] step: 55999, loss_adv_disc: -3.612867, lr_disc: 0.000010
+2023-03-24 16:28:09,085 - INFO - [Train] step: 55999, loss_mpn: 0.055129, loss_rec: 0.121498, loss_semantic: 1.131689, loss_idmrf: 5.334962, loss_adv_gen: -167.409409, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:29:02,398 - INFO - [Eval] step: 55999, bce: 0.056989, psnr: 22.798269, ssim: 0.791662, lpips: 0.173883
+2023-03-24 16:29:38,203 - INFO - [Train] step: 56099, loss_adv_disc: -1.202165, lr_disc: 0.000010
+2023-03-24 16:29:38,420 - INFO - [Train] step: 56099, loss_mpn: 0.016333, loss_rec: 0.095182, loss_semantic: 0.918186, loss_idmrf: 4.570657, loss_adv_gen: -145.215439, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:30:10,601 - INFO - [Train] step: 56199, loss_adv_disc: -7.008548, lr_disc: 0.000010
+2023-03-24 16:30:10,814 - INFO - [Train] step: 56199, loss_mpn: 0.031230, loss_rec: 0.135622, loss_semantic: 1.255235, loss_idmrf: 6.294840, loss_adv_gen: -210.528198, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:30:42,417 - INFO - [Train] step: 56299, loss_adv_disc: -2.375120, lr_disc: 0.000010
+2023-03-24 16:30:42,626 - INFO - [Train] step: 56299, loss_mpn: 0.020183, loss_rec: 0.077633, loss_semantic: 0.965550, loss_idmrf: 5.815717, loss_adv_gen: -134.921585, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:31:15,002 - INFO - [Train] step: 56399, loss_adv_disc: -0.936881, lr_disc: 0.000010
+2023-03-24 16:31:15,211 - INFO - [Train] step: 56399, loss_mpn: 0.011075, loss_rec: 0.052570, loss_semantic: 0.667613, loss_idmrf: 2.436407, loss_adv_gen: -160.053650, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:31:47,402 - INFO - [Train] step: 56499, loss_adv_disc: -4.309175, lr_disc: 0.000010
+2023-03-24 16:31:47,610 - INFO - [Train] step: 56499, loss_mpn: 0.005002, loss_rec: 0.043088, loss_semantic: 0.440848, loss_idmrf: 1.116987, loss_adv_gen: -168.239044, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:32:19,699 - INFO - [Train] step: 56599, loss_adv_disc: 3.345678, lr_disc: 0.000010
+2023-03-24 16:32:19,907 - INFO - [Train] step: 56599, loss_mpn: 0.011521, loss_rec: 0.051988, loss_semantic: 0.608154, loss_idmrf: 1.467034, loss_adv_gen: -186.212845, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:32:51,680 - INFO - [Train] step: 56699, loss_adv_disc: -6.776226, lr_disc: 0.000010
+2023-03-24 16:32:51,885 - INFO - [Train] step: 56699, loss_mpn: 0.025925, loss_rec: 0.127350, loss_semantic: 1.244711, loss_idmrf: 5.429566, loss_adv_gen: -188.402176, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:33:24,151 - INFO - [Train] step: 56799, loss_adv_disc: -7.484966, lr_disc: 0.000010
+2023-03-24 16:33:24,361 - INFO - [Train] step: 56799, loss_mpn: 0.051689, loss_rec: 0.140190, loss_semantic: 1.314894, loss_idmrf: 7.808588, loss_adv_gen: -162.936554, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:33:56,422 - INFO - [Train] step: 56899, loss_adv_disc: -0.519001, lr_disc: 0.000010
+2023-03-24 16:33:56,632 - INFO - [Train] step: 56899, loss_mpn: 0.052818, loss_rec: 0.099088, loss_semantic: 1.110042, loss_idmrf: 7.062350, loss_adv_gen: -174.963058, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:34:28,893 - INFO - [Train] step: 56999, loss_adv_disc: -8.229240, lr_disc: 0.000010
+2023-03-24 16:34:29,107 - INFO - [Train] step: 56999, loss_mpn: 0.046682, loss_rec: 0.139285, loss_semantic: 1.188112, loss_idmrf: 9.025282, loss_adv_gen: -187.121475, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:35:22,682 - INFO - [Eval] step: 56999, bce: 0.054773, psnr: 22.715660, ssim: 0.791431, lpips: 0.174110
+2023-03-24 16:35:59,085 - INFO - [Train] step: 57099, loss_adv_disc: -16.744581, lr_disc: 0.000010
+2023-03-24 16:35:59,288 - INFO - [Train] step: 57099, loss_mpn: 0.062657, loss_rec: 0.139769, loss_semantic: 1.052763, loss_idmrf: 8.728807, loss_adv_gen: -149.399963, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:36:31,284 - INFO - [Train] step: 57199, loss_adv_disc: -7.654871, lr_disc: 0.000010
+2023-03-24 16:36:31,498 - INFO - [Train] step: 57199, loss_mpn: 0.048832, loss_rec: 0.188394, loss_semantic: 1.614145, loss_idmrf: 5.690214, loss_adv_gen: -223.626114, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:37:03,669 - INFO - [Train] step: 57299, loss_adv_disc: 3.987228, lr_disc: 0.000010
+2023-03-24 16:37:03,885 - INFO - [Train] step: 57299, loss_mpn: 0.007491, loss_rec: 0.064157, loss_semantic: 0.561447, loss_idmrf: 1.399343, loss_adv_gen: -247.908539, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:37:36,046 - INFO - [Train] step: 57399, loss_adv_disc: -7.162060, lr_disc: 0.000010
+2023-03-24 16:37:36,258 - INFO - [Train] step: 57399, loss_mpn: 0.057968, loss_rec: 0.119189, loss_semantic: 1.101066, loss_idmrf: 6.640989, loss_adv_gen: -154.067719, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:38:08,469 - INFO - [Train] step: 57499, loss_adv_disc: -3.943101, lr_disc: 0.000010
+2023-03-24 16:38:08,679 - INFO - [Train] step: 57499, loss_mpn: 0.013271, loss_rec: 0.061939, loss_semantic: 0.618232, loss_idmrf: 3.387626, loss_adv_gen: -187.708679, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:38:40,940 - INFO - [Train] step: 57599, loss_adv_disc: -4.923039, lr_disc: 0.000010
+2023-03-24 16:38:41,150 - INFO - [Train] step: 57599, loss_mpn: 0.030421, loss_rec: 0.103654, loss_semantic: 0.981562, loss_idmrf: 5.723386, loss_adv_gen: -141.371094, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:39:12,834 - INFO - [Train] step: 57699, loss_adv_disc: -5.335063, lr_disc: 0.000010
+2023-03-24 16:39:13,042 - INFO - [Train] step: 57699, loss_mpn: 0.021795, loss_rec: 0.061595, loss_semantic: 0.755714, loss_idmrf: 5.209783, loss_adv_gen: -122.045738, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:39:44,951 - INFO - [Train] step: 57799, loss_adv_disc: 1.099759, lr_disc: 0.000010
+2023-03-24 16:39:45,160 - INFO - [Train] step: 57799, loss_mpn: 0.007523, loss_rec: 0.034338, loss_semantic: 0.452115, loss_idmrf: 2.075434, loss_adv_gen: -133.448334, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:40:17,194 - INFO - [Train] step: 57899, loss_adv_disc: -0.624845, lr_disc: 0.000010
+2023-03-24 16:40:17,404 - INFO - [Train] step: 57899, loss_mpn: 0.003716, loss_rec: 0.031732, loss_semantic: 0.448446, loss_idmrf: 1.402587, loss_adv_gen: -160.469574, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:40:49,124 - INFO - [Train] step: 57999, loss_adv_disc: -0.439667, lr_disc: 0.000010
+2023-03-24 16:40:49,333 - INFO - [Train] step: 57999, loss_mpn: 0.030999, loss_rec: 0.085642, loss_semantic: 0.922836, loss_idmrf: 3.555165, loss_adv_gen: -196.915955, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:41:43,350 - INFO - [Eval] step: 57999, bce: 0.054404, psnr: 22.677393, ssim: 0.790898, lpips: 0.172857
+2023-03-24 16:42:18,962 - INFO - [Train] step: 58099, loss_adv_disc: 2.079449, lr_disc: 0.000010
+2023-03-24 16:42:19,165 - INFO - [Train] step: 58099, loss_mpn: 0.025711, loss_rec: 0.096108, loss_semantic: 0.759946, loss_idmrf: 4.177201, loss_adv_gen: -184.481720, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:42:51,087 - INFO - [Train] step: 58199, loss_adv_disc: -4.269958, lr_disc: 0.000010
+2023-03-24 16:42:51,300 - INFO - [Train] step: 58199, loss_mpn: 0.038491, loss_rec: 0.148970, loss_semantic: 1.301055, loss_idmrf: 7.123612, loss_adv_gen: -192.714798, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:43:23,401 - INFO - [Train] step: 58299, loss_adv_disc: 1.704398, lr_disc: 0.000010
+2023-03-24 16:43:23,612 - INFO - [Train] step: 58299, loss_mpn: 0.019617, loss_rec: 0.043624, loss_semantic: 0.578840, loss_idmrf: 4.083011, loss_adv_gen: -139.749603, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:43:55,588 - INFO - [Train] step: 58399, loss_adv_disc: 0.222729, lr_disc: 0.000010
+2023-03-24 16:43:55,806 - INFO - [Train] step: 58399, loss_mpn: 0.005742, loss_rec: 0.049365, loss_semantic: 0.643690, loss_idmrf: 2.363724, loss_adv_gen: -152.261627, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:44:28,342 - INFO - [Train] step: 58499, loss_adv_disc: -0.365609, lr_disc: 0.000010
+2023-03-24 16:44:28,552 - INFO - [Train] step: 58499, loss_mpn: 0.034398, loss_rec: 0.112885, loss_semantic: 1.049734, loss_idmrf: 5.141947, loss_adv_gen: -237.852295, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:45:00,844 - INFO - [Train] step: 58599, loss_adv_disc: 2.203997, lr_disc: 0.000010
+2023-03-24 16:45:01,061 - INFO - [Train] step: 58599, loss_mpn: 0.012767, loss_rec: 0.072810, loss_semantic: 0.805272, loss_idmrf: 3.966070, loss_adv_gen: -169.830521, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:45:32,869 - INFO - [Train] step: 58699, loss_adv_disc: 2.742649, lr_disc: 0.000010
+2023-03-24 16:45:33,081 - INFO - [Train] step: 58699, loss_mpn: 0.016084, loss_rec: 0.064277, loss_semantic: 0.712794, loss_idmrf: 5.236769, loss_adv_gen: -153.518616, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:46:04,581 - INFO - [Train] step: 58799, loss_adv_disc: 1.547515, lr_disc: 0.000010
+2023-03-24 16:46:04,795 - INFO - [Train] step: 58799, loss_mpn: 0.001638, loss_rec: 0.023852, loss_semantic: 0.346243, loss_idmrf: 0.336907, loss_adv_gen: -176.209961, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:46:37,276 - INFO - [Train] step: 58899, loss_adv_disc: 2.683771, lr_disc: 0.000010
+2023-03-24 16:46:37,496 - INFO - [Train] step: 58899, loss_mpn: 0.025148, loss_rec: 0.091463, loss_semantic: 1.072376, loss_idmrf: 3.804122, loss_adv_gen: -204.401932, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:47:09,323 - INFO - [Train] step: 58999, loss_adv_disc: -15.566538, lr_disc: 0.000010
+2023-03-24 16:47:09,536 - INFO - [Train] step: 58999, loss_mpn: 0.034902, loss_rec: 0.120982, loss_semantic: 1.058056, loss_idmrf: 9.576347, loss_adv_gen: -132.822571, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:48:03,510 - INFO - [Eval] step: 58999, bce: 0.056624, psnr: 22.849272, ssim: 0.792916, lpips: 0.173587
+2023-03-24 16:48:38,979 - INFO - [Train] step: 59099, loss_adv_disc: -1.058797, lr_disc: 0.000010
+2023-03-24 16:48:39,189 - INFO - [Train] step: 59099, loss_mpn: 0.023325, loss_rec: 0.056995, loss_semantic: 0.765245, loss_idmrf: 7.614428, loss_adv_gen: -92.388893, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:49:11,057 - INFO - [Train] step: 59199, loss_adv_disc: -14.292799, lr_disc: 0.000010
+2023-03-24 16:49:11,273 - INFO - [Train] step: 59199, loss_mpn: 0.046372, loss_rec: 0.175246, loss_semantic: 1.272519, loss_idmrf: 6.933950, loss_adv_gen: -179.158157, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:49:42,954 - INFO - [Train] step: 59299, loss_adv_disc: 5.216074, lr_disc: 0.000010
+2023-03-24 16:49:43,161 - INFO - [Train] step: 59299, loss_mpn: 0.036666, loss_rec: 0.107391, loss_semantic: 1.135083, loss_idmrf: 5.874647, loss_adv_gen: -194.920792, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:50:15,001 - INFO - [Train] step: 59399, loss_adv_disc: 1.026332, lr_disc: 0.000010
+2023-03-24 16:50:15,212 - INFO - [Train] step: 59399, loss_mpn: 0.033316, loss_rec: 0.112216, loss_semantic: 1.044689, loss_idmrf: 5.422206, loss_adv_gen: -176.396637, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:50:47,839 - INFO - [Train] step: 59499, loss_adv_disc: 0.693026, lr_disc: 0.000010
+2023-03-24 16:50:48,047 - INFO - [Train] step: 59499, loss_mpn: 0.043050, loss_rec: 0.111319, loss_semantic: 1.132399, loss_idmrf: 6.311326, loss_adv_gen: -161.756744, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:51:19,862 - INFO - [Train] step: 59599, loss_adv_disc: -8.045547, lr_disc: 0.000010
+2023-03-24 16:51:20,073 - INFO - [Train] step: 59599, loss_mpn: 0.019662, loss_rec: 0.112296, loss_semantic: 1.105136, loss_idmrf: 7.257683, loss_adv_gen: -197.837204, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:51:51,487 - INFO - [Train] step: 59699, loss_adv_disc: -2.247105, lr_disc: 0.000010
+2023-03-24 16:51:51,699 - INFO - [Train] step: 59699, loss_mpn: 0.029939, loss_rec: 0.071574, loss_semantic: 0.765429, loss_idmrf: 6.810364, loss_adv_gen: -155.003540, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:52:23,978 - INFO - [Train] step: 59799, loss_adv_disc: 3.126655, lr_disc: 0.000010
+2023-03-24 16:52:24,184 - INFO - [Train] step: 59799, loss_mpn: 0.013084, loss_rec: 0.030682, loss_semantic: 0.488051, loss_idmrf: 2.762562, loss_adv_gen: -145.249695, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:52:56,413 - INFO - [Train] step: 59899, loss_adv_disc: -3.960580, lr_disc: 0.000010
+2023-03-24 16:52:56,626 - INFO - [Train] step: 59899, loss_mpn: 0.027699, loss_rec: 0.077555, loss_semantic: 0.924635, loss_idmrf: 7.215871, loss_adv_gen: -135.880630, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:53:28,440 - INFO - [Train] step: 59999, loss_adv_disc: -4.128126, lr_disc: 0.000010
+2023-03-24 16:53:28,645 - INFO - [Train] step: 59999, loss_mpn: 0.023450, loss_rec: 0.113158, loss_semantic: 0.948130, loss_idmrf: 4.224800, loss_adv_gen: -164.886734, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:54:23,008 - INFO - [Eval] step: 59999, bce: 0.055549, psnr: 22.776756, ssim: 0.790924, lpips: 0.174408
+2023-03-24 16:54:59,504 - INFO - [Train] step: 60099, loss_adv_disc: 0.926852, lr_disc: 0.000010
+2023-03-24 16:54:59,712 - INFO - [Train] step: 60099, loss_mpn: 0.026184, loss_rec: 0.098106, loss_semantic: 0.897688, loss_idmrf: 5.054034, loss_adv_gen: -209.850159, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:55:31,284 - INFO - [Train] step: 60199, loss_adv_disc: 1.317057, lr_disc: 0.000010
+2023-03-24 16:55:31,494 - INFO - [Train] step: 60199, loss_mpn: 0.050227, loss_rec: 0.073380, loss_semantic: 0.789377, loss_idmrf: 2.937793, loss_adv_gen: -166.605789, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:56:03,428 - INFO - [Train] step: 60299, loss_adv_disc: -1.066712, lr_disc: 0.000010
+2023-03-24 16:56:03,637 - INFO - [Train] step: 60299, loss_mpn: 0.029457, loss_rec: 0.120403, loss_semantic: 1.114522, loss_idmrf: 4.528099, loss_adv_gen: -193.371246, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:56:36,231 - INFO - [Train] step: 60399, loss_adv_disc: -4.839560, lr_disc: 0.000010
+2023-03-24 16:56:36,739 - INFO - [Train] step: 60399, loss_mpn: 0.018440, loss_rec: 0.073754, loss_semantic: 0.813394, loss_idmrf: 4.543872, loss_adv_gen: -154.016861, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:57:08,560 - INFO - [Train] step: 60499, loss_adv_disc: -2.149733, lr_disc: 0.000010
+2023-03-24 16:57:08,760 - INFO - [Train] step: 60499, loss_mpn: 0.019644, loss_rec: 0.082497, loss_semantic: 0.984061, loss_idmrf: 4.726247, loss_adv_gen: -108.956001, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:57:40,565 - INFO - [Train] step: 60599, loss_adv_disc: -3.641769, lr_disc: 0.000010
+2023-03-24 16:57:40,776 - INFO - [Train] step: 60599, loss_mpn: 0.063632, loss_rec: 0.122309, loss_semantic: 1.194930, loss_idmrf: 8.070651, loss_adv_gen: -223.226837, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:58:12,735 - INFO - [Train] step: 60699, loss_adv_disc: -2.892546, lr_disc: 0.000010
+2023-03-24 16:58:12,940 - INFO - [Train] step: 60699, loss_mpn: 0.007493, loss_rec: 0.035406, loss_semantic: 0.573333, loss_idmrf: 2.242875, loss_adv_gen: -130.134872, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:58:44,967 - INFO - [Train] step: 60799, loss_adv_disc: 7.006590, lr_disc: 0.000010
+2023-03-24 16:58:45,178 - INFO - [Train] step: 60799, loss_mpn: 0.005431, loss_rec: 0.048628, loss_semantic: 0.617895, loss_idmrf: 1.915357, loss_adv_gen: -201.011902, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:59:17,427 - INFO - [Train] step: 60899, loss_adv_disc: -9.972643, lr_disc: 0.000010
+2023-03-24 16:59:17,644 - INFO - [Train] step: 60899, loss_mpn: 0.024972, loss_rec: 0.122667, loss_semantic: 1.158830, loss_idmrf: 5.823357, loss_adv_gen: -170.667755, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:59:49,671 - INFO - [Train] step: 60999, loss_adv_disc: -4.602100, lr_disc: 0.000010
+2023-03-24 16:59:49,883 - INFO - [Train] step: 60999, loss_mpn: 0.037952, loss_rec: 0.071536, loss_semantic: 0.800640, loss_idmrf: 5.291673, loss_adv_gen: -125.942558, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:00:44,071 - INFO - [Eval] step: 60999, bce: 0.055719, psnr: 22.870008, ssim: 0.794069, lpips: 0.173345
+2023-03-24 17:01:20,406 - INFO - [Train] step: 61099, loss_adv_disc: -0.402400, lr_disc: 0.000010
+2023-03-24 17:01:20,623 - INFO - [Train] step: 61099, loss_mpn: 0.024544, loss_rec: 0.055287, loss_semantic: 0.696448, loss_idmrf: 4.215293, loss_adv_gen: -161.879761, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:01:52,453 - INFO - [Train] step: 61199, loss_adv_disc: -7.845110, lr_disc: 0.000010
+2023-03-24 17:01:52,661 - INFO - [Train] step: 61199, loss_mpn: 0.030418, loss_rec: 0.131129, loss_semantic: 1.306661, loss_idmrf: 4.899529, loss_adv_gen: -226.139908, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:02:25,479 - INFO - [Train] step: 61299, loss_adv_disc: 1.943463, lr_disc: 0.000010
+2023-03-24 17:02:25,691 - INFO - [Train] step: 61299, loss_mpn: 0.036625, loss_rec: 0.091678, loss_semantic: 0.870788, loss_idmrf: 3.810516, loss_adv_gen: -220.013855, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:02:58,355 - INFO - [Train] step: 61399, loss_adv_disc: 0.569849, lr_disc: 0.000010
+2023-03-24 17:02:58,568 - INFO - [Train] step: 61399, loss_mpn: 0.040529, loss_rec: 0.090157, loss_semantic: 1.038295, loss_idmrf: 5.425838, loss_adv_gen: -173.116684, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:03:30,552 - INFO - [Train] step: 61499, loss_adv_disc: 0.221918, lr_disc: 0.000010
+2023-03-24 17:03:30,758 - INFO - [Train] step: 61499, loss_mpn: 0.017091, loss_rec: 0.055978, loss_semantic: 0.729946, loss_idmrf: 2.332146, loss_adv_gen: -167.121902, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:04:02,748 - INFO - [Train] step: 61599, loss_adv_disc: 3.476055, lr_disc: 0.000010
+2023-03-24 17:04:02,956 - INFO - [Train] step: 61599, loss_mpn: 0.002395, loss_rec: 0.028792, loss_semantic: 0.355127, loss_idmrf: 0.384120, loss_adv_gen: -228.679047, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:04:35,202 - INFO - [Train] step: 61699, loss_adv_disc: -2.362899, lr_disc: 0.000010
+2023-03-24 17:04:35,415 - INFO - [Train] step: 61699, loss_mpn: 0.034743, loss_rec: 0.092232, loss_semantic: 0.940104, loss_idmrf: 5.782246, loss_adv_gen: -101.985435, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:05:07,244 - INFO - [Train] step: 61799, loss_adv_disc: 1.737855, lr_disc: 0.000010
+2023-03-24 17:05:07,453 - INFO - [Train] step: 61799, loss_mpn: 0.008683, loss_rec: 0.057998, loss_semantic: 0.815544, loss_idmrf: 3.695269, loss_adv_gen: -196.108276, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:05:39,283 - INFO - [Train] step: 61899, loss_adv_disc: 5.160500, lr_disc: 0.000010
+2023-03-24 17:05:39,491 - INFO - [Train] step: 61899, loss_mpn: 0.004184, loss_rec: 0.036778, loss_semantic: 0.527833, loss_idmrf: 1.807388, loss_adv_gen: -149.268250, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:06:11,537 - INFO - [Train] step: 61999, loss_adv_disc: 0.979413, lr_disc: 0.000010
+2023-03-24 17:06:11,738 - INFO - [Train] step: 61999, loss_mpn: 0.025495, loss_rec: 0.088605, loss_semantic: 1.033159, loss_idmrf: 3.783459, loss_adv_gen: -202.839218, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:07:06,376 - INFO - [Eval] step: 61999, bce: 0.056082, psnr: 22.717581, ssim: 0.790391, lpips: 0.172808
+2023-03-24 17:07:42,107 - INFO - [Train] step: 62099, loss_adv_disc: 5.017162, lr_disc: 0.000010
+2023-03-24 17:07:42,319 - INFO - [Train] step: 62099, loss_mpn: 0.008219, loss_rec: 0.064891, loss_semantic: 0.711481, loss_idmrf: 2.303613, loss_adv_gen: -161.151199, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:08:14,645 - INFO - [Train] step: 62199, loss_adv_disc: 2.598396, lr_disc: 0.000010
+2023-03-24 17:08:14,858 - INFO - [Train] step: 62199, loss_mpn: 0.006779, loss_rec: 0.049530, loss_semantic: 0.604030, loss_idmrf: 1.153525, loss_adv_gen: -241.803940, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:08:47,454 - INFO - [Train] step: 62299, loss_adv_disc: 2.958030, lr_disc: 0.000010
+2023-03-24 17:08:47,663 - INFO - [Train] step: 62299, loss_mpn: 0.052002, loss_rec: 0.176311, loss_semantic: 1.324446, loss_idmrf: 5.688964, loss_adv_gen: -218.180527, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:09:19,792 - INFO - [Train] step: 62399, loss_adv_disc: 2.927409, lr_disc: 0.000010
+2023-03-24 17:09:19,999 - INFO - [Train] step: 62399, loss_mpn: 0.017334, loss_rec: 0.052874, loss_semantic: 0.625304, loss_idmrf: 3.448001, loss_adv_gen: -160.062912, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:09:52,062 - INFO - [Train] step: 62499, loss_adv_disc: 5.185760, lr_disc: 0.000010
+2023-03-24 17:09:52,272 - INFO - [Train] step: 62499, loss_mpn: 0.016264, loss_rec: 0.049969, loss_semantic: 0.569614, loss_idmrf: 1.694552, loss_adv_gen: -200.864441, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:10:24,672 - INFO - [Train] step: 62599, loss_adv_disc: 0.591736, lr_disc: 0.000010
+2023-03-24 17:10:24,882 - INFO - [Train] step: 62599, loss_mpn: 0.015411, loss_rec: 0.070624, loss_semantic: 0.754748, loss_idmrf: 1.926136, loss_adv_gen: -191.783966, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:10:57,133 - INFO - [Train] step: 62699, loss_adv_disc: -0.969112, lr_disc: 0.000010
+2023-03-24 17:10:57,341 - INFO - [Train] step: 62699, loss_mpn: 0.023919, loss_rec: 0.104633, loss_semantic: 0.929186, loss_idmrf: 2.994207, loss_adv_gen: -220.408936, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:11:29,111 - INFO - [Train] step: 62799, loss_adv_disc: -5.552679, lr_disc: 0.000010
+2023-03-24 17:11:29,326 - INFO - [Train] step: 62799, loss_mpn: 0.035323, loss_rec: 0.124812, loss_semantic: 1.109036, loss_idmrf: 3.997902, loss_adv_gen: -196.875458, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:12:01,648 - INFO - [Train] step: 62899, loss_adv_disc: 0.615086, lr_disc: 0.000010
+2023-03-24 17:12:01,868 - INFO - [Train] step: 62899, loss_mpn: 0.028469, loss_rec: 0.060662, loss_semantic: 0.940146, loss_idmrf: 5.595312, loss_adv_gen: -121.726219, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:12:33,775 - INFO - [Train] step: 62999, loss_adv_disc: 2.844027, lr_disc: 0.000010
+2023-03-24 17:12:33,990 - INFO - [Train] step: 62999, loss_mpn: 0.002741, loss_rec: 0.026503, loss_semantic: 0.370408, loss_idmrf: 1.219528, loss_adv_gen: -213.642273, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:13:28,062 - INFO - [Eval] step: 62999, bce: 0.055580, psnr: 22.518383, ssim: 0.788643, lpips: 0.174145
+2023-03-24 17:14:04,242 - INFO - [Train] step: 63099, loss_adv_disc: 5.798520, lr_disc: 0.000010
+2023-03-24 17:14:04,451 - INFO - [Train] step: 63099, loss_mpn: 0.020659, loss_rec: 0.076416, loss_semantic: 0.803724, loss_idmrf: 2.976751, loss_adv_gen: -214.462769, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:14:36,648 - INFO - [Train] step: 63199, loss_adv_disc: -2.656490, lr_disc: 0.000010
+2023-03-24 17:14:36,867 - INFO - [Train] step: 63199, loss_mpn: 0.024955, loss_rec: 0.100097, loss_semantic: 1.025662, loss_idmrf: 5.355908, loss_adv_gen: -164.490768, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:15:09,209 - INFO - [Train] step: 63299, loss_adv_disc: 0.191616, lr_disc: 0.000010
+2023-03-24 17:15:09,419 - INFO - [Train] step: 63299, loss_mpn: 0.006346, loss_rec: 0.057872, loss_semantic: 0.700570, loss_idmrf: 2.175299, loss_adv_gen: -204.717758, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:15:41,737 - INFO - [Train] step: 63399, loss_adv_disc: 1.633012, lr_disc: 0.000010
+2023-03-24 17:15:41,953 - INFO - [Train] step: 63399, loss_mpn: 0.019592, loss_rec: 0.091415, loss_semantic: 0.905073, loss_idmrf: 4.877554, loss_adv_gen: -195.408783, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:16:14,689 - INFO - [Train] step: 63499, loss_adv_disc: 1.463693, lr_disc: 0.000010
+2023-03-24 17:16:14,895 - INFO - [Train] step: 63499, loss_mpn: 0.016172, loss_rec: 0.053979, loss_semantic: 0.673769, loss_idmrf: 2.364614, loss_adv_gen: -169.588104, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:16:47,590 - INFO - [Train] step: 63599, loss_adv_disc: -5.322497, lr_disc: 0.000010
+2023-03-24 17:16:47,803 - INFO - [Train] step: 63599, loss_mpn: 0.049236, loss_rec: 0.140800, loss_semantic: 1.132740, loss_idmrf: 4.947406, loss_adv_gen: -166.269196, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:17:19,705 - INFO - [Train] step: 63699, loss_adv_disc: -2.177830, lr_disc: 0.000010
+2023-03-24 17:17:19,919 - INFO - [Train] step: 63699, loss_mpn: 0.016522, loss_rec: 0.074075, loss_semantic: 0.866074, loss_idmrf: 4.264655, loss_adv_gen: -199.214569, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:17:52,658 - INFO - [Train] step: 63799, loss_adv_disc: -3.383125, lr_disc: 0.000010
+2023-03-24 17:17:52,877 - INFO - [Train] step: 63799, loss_mpn: 0.028271, loss_rec: 0.141183, loss_semantic: 1.186589, loss_idmrf: 5.102766, loss_adv_gen: -230.538635, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:18:25,240 - INFO - [Train] step: 63899, loss_adv_disc: 1.386881, lr_disc: 0.000010
+2023-03-24 17:18:25,451 - INFO - [Train] step: 63899, loss_mpn: 0.013194, loss_rec: 0.069945, loss_semantic: 0.725566, loss_idmrf: 3.178883, loss_adv_gen: -217.348053, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:18:57,043 - INFO - [Train] step: 63999, loss_adv_disc: -7.800987, lr_disc: 0.000010
+2023-03-24 17:18:57,265 - INFO - [Train] step: 63999, loss_mpn: 0.041212, loss_rec: 0.105062, loss_semantic: 0.946964, loss_idmrf: 5.054358, loss_adv_gen: -163.168686, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:19:51,611 - INFO - [Eval] step: 63999, bce: 0.056306, psnr: 22.817917, ssim: 0.790207, lpips: 0.172314
+2023-03-24 17:20:27,809 - INFO - [Train] step: 64099, loss_adv_disc: -2.285471, lr_disc: 0.000010
+2023-03-24 17:20:28,014 - INFO - [Train] step: 64099, loss_mpn: 0.049700, loss_rec: 0.153922, loss_semantic: 1.497737, loss_idmrf: 7.251931, loss_adv_gen: -177.759949, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:20:59,914 - INFO - [Train] step: 64199, loss_adv_disc: -6.860331, lr_disc: 0.000010
+2023-03-24 17:21:00,129 - INFO - [Train] step: 64199, loss_mpn: 0.039046, loss_rec: 0.136090, loss_semantic: 1.139777, loss_idmrf: 6.313374, loss_adv_gen: -194.161407, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:21:32,719 - INFO - [Train] step: 64299, loss_adv_disc: 0.002385, lr_disc: 0.000010
+2023-03-24 17:21:32,932 - INFO - [Train] step: 64299, loss_mpn: 0.017234, loss_rec: 0.033673, loss_semantic: 0.471234, loss_idmrf: 5.922561, loss_adv_gen: -139.109879, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:22:05,194 - INFO - [Train] step: 64399, loss_adv_disc: 2.010900, lr_disc: 0.000010
+2023-03-24 17:22:05,410 - INFO - [Train] step: 64399, loss_mpn: 0.021500, loss_rec: 0.043962, loss_semantic: 0.636174, loss_idmrf: 5.864472, loss_adv_gen: -108.619675, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:22:37,298 - INFO - [Train] step: 64499, loss_adv_disc: -3.467010, lr_disc: 0.000010
+2023-03-24 17:22:37,509 - INFO - [Train] step: 64499, loss_mpn: 0.034373, loss_rec: 0.120089, loss_semantic: 1.122935, loss_idmrf: 4.503194, loss_adv_gen: -218.869537, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:23:09,634 - INFO - [Train] step: 64599, loss_adv_disc: -3.300509, lr_disc: 0.000010
+2023-03-24 17:23:09,846 - INFO - [Train] step: 64599, loss_mpn: 0.028093, loss_rec: 0.089719, loss_semantic: 0.949020, loss_idmrf: 5.496672, loss_adv_gen: -208.214890, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:23:42,137 - INFO - [Train] step: 64699, loss_adv_disc: 1.671995, lr_disc: 0.000010
+2023-03-24 17:23:42,350 - INFO - [Train] step: 64699, loss_mpn: 0.011180, loss_rec: 0.025115, loss_semantic: 0.433308, loss_idmrf: 2.956831, loss_adv_gen: -183.757660, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:24:13,848 - INFO - [Train] step: 64799, loss_adv_disc: 2.429879, lr_disc: 0.000010
+2023-03-24 17:24:14,057 - INFO - [Train] step: 64799, loss_mpn: 0.009781, loss_rec: 0.047996, loss_semantic: 0.650356, loss_idmrf: 2.197881, loss_adv_gen: -149.982224, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:24:45,957 - INFO - [Train] step: 64899, loss_adv_disc: 0.701795, lr_disc: 0.000010
+2023-03-24 17:24:46,166 - INFO - [Train] step: 64899, loss_mpn: 0.006798, loss_rec: 0.037477, loss_semantic: 0.506104, loss_idmrf: 1.845572, loss_adv_gen: -173.491760, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:25:18,463 - INFO - [Train] step: 64999, loss_adv_disc: -1.669436, lr_disc: 0.000010
+2023-03-24 17:25:18,684 - INFO - [Train] step: 64999, loss_mpn: 0.039091, loss_rec: 0.108255, loss_semantic: 1.075783, loss_idmrf: 3.817990, loss_adv_gen: -186.465561, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:26:12,631 - INFO - [Eval] step: 64999, bce: 0.055201, psnr: 22.789671, ssim: 0.792628, lpips: 0.173461
+2023-03-24 17:26:48,866 - INFO - [Train] step: 65099, loss_adv_disc: -0.886308, lr_disc: 0.000010
+2023-03-24 17:26:49,079 - INFO - [Train] step: 65099, loss_mpn: 0.016288, loss_rec: 0.059906, loss_semantic: 0.709184, loss_idmrf: 4.115456, loss_adv_gen: -193.447327, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:27:21,167 - INFO - [Train] step: 65199, loss_adv_disc: -3.784019, lr_disc: 0.000010
+2023-03-24 17:27:21,375 - INFO - [Train] step: 65199, loss_mpn: 0.014565, loss_rec: 0.049113, loss_semantic: 0.639741, loss_idmrf: 5.477764, loss_adv_gen: -108.455360, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:27:54,300 - INFO - [Train] step: 65299, loss_adv_disc: 3.499381, lr_disc: 0.000010
+2023-03-24 17:27:54,510 - INFO - [Train] step: 65299, loss_mpn: 0.017898, loss_rec: 0.054882, loss_semantic: 0.650362, loss_idmrf: 2.220241, loss_adv_gen: -215.560059, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:28:26,823 - INFO - [Train] step: 65399, loss_adv_disc: 3.377804, lr_disc: 0.000010
+2023-03-24 17:28:27,037 - INFO - [Train] step: 65399, loss_mpn: 0.020698, loss_rec: 0.055004, loss_semantic: 0.833532, loss_idmrf: 5.176427, loss_adv_gen: -163.529022, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:28:59,133 - INFO - [Train] step: 65499, loss_adv_disc: -3.836939, lr_disc: 0.000010
+2023-03-24 17:28:59,344 - INFO - [Train] step: 65499, loss_mpn: 0.016251, loss_rec: 0.041904, loss_semantic: 0.550122, loss_idmrf: 4.068550, loss_adv_gen: -141.167374, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:29:31,776 - INFO - [Train] step: 65599, loss_adv_disc: 3.690803, lr_disc: 0.000010
+2023-03-24 17:29:31,989 - INFO - [Train] step: 65599, loss_mpn: 0.005251, loss_rec: 0.042409, loss_semantic: 0.566456, loss_idmrf: 3.309117, loss_adv_gen: -154.742065, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:30:04,624 - INFO - [Train] step: 65699, loss_adv_disc: -2.925861, lr_disc: 0.000010
+2023-03-24 17:30:04,835 - INFO - [Train] step: 65699, loss_mpn: 0.021244, loss_rec: 0.069185, loss_semantic: 0.824357, loss_idmrf: 3.316864, loss_adv_gen: -131.086853, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:30:36,799 - INFO - [Train] step: 65799, loss_adv_disc: 2.385304, lr_disc: 0.000010
+2023-03-24 17:30:37,015 - INFO - [Train] step: 65799, loss_mpn: 0.015134, loss_rec: 0.073023, loss_semantic: 0.862435, loss_idmrf: 4.055766, loss_adv_gen: -201.212311, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:31:09,344 - INFO - [Train] step: 65899, loss_adv_disc: -0.495588, lr_disc: 0.000010
+2023-03-24 17:31:09,555 - INFO - [Train] step: 65899, loss_mpn: 0.011030, loss_rec: 0.054362, loss_semantic: 0.772429, loss_idmrf: 4.435774, loss_adv_gen: -131.599014, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:31:41,942 - INFO - [Train] step: 65999, loss_adv_disc: 3.078838, lr_disc: 0.000010
+2023-03-24 17:31:42,155 - INFO - [Train] step: 65999, loss_mpn: 0.026535, loss_rec: 0.076721, loss_semantic: 0.789180, loss_idmrf: 3.052745, loss_adv_gen: -191.031982, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:32:36,525 - INFO - [Eval] step: 65999, bce: 0.056145, psnr: 22.847734, ssim: 0.795472, lpips: 0.172693
+2023-03-24 17:33:13,029 - INFO - [Train] step: 66099, loss_adv_disc: 8.657292, lr_disc: 0.000010
+2023-03-24 17:33:13,246 - INFO - [Train] step: 66099, loss_mpn: 0.016055, loss_rec: 0.065797, loss_semantic: 0.829876, loss_idmrf: 4.470309, loss_adv_gen: -233.961746, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:33:45,793 - INFO - [Train] step: 66199, loss_adv_disc: 4.530951, lr_disc: 0.000010
+2023-03-24 17:33:46,015 - INFO - [Train] step: 66199, loss_mpn: 0.006380, loss_rec: 0.054715, loss_semantic: 0.636508, loss_idmrf: 1.670580, loss_adv_gen: -223.476105, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:34:18,321 - INFO - [Train] step: 66299, loss_adv_disc: 6.141396, lr_disc: 0.000010
+2023-03-24 17:34:18,532 - INFO - [Train] step: 66299, loss_mpn: 0.019407, loss_rec: 0.071595, loss_semantic: 0.618544, loss_idmrf: 5.983848, loss_adv_gen: -148.507675, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:34:50,530 - INFO - [Train] step: 66399, loss_adv_disc: -2.874526, lr_disc: 0.000010
+2023-03-24 17:34:50,745 - INFO - [Train] step: 66399, loss_mpn: 0.030636, loss_rec: 0.086239, loss_semantic: 0.896844, loss_idmrf: 6.946799, loss_adv_gen: -143.502975, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:35:22,498 - INFO - [Train] step: 66499, loss_adv_disc: 1.756972, lr_disc: 0.000010
+2023-03-24 17:35:22,712 - INFO - [Train] step: 66499, loss_mpn: 0.029777, loss_rec: 0.098338, loss_semantic: 0.942723, loss_idmrf: 4.717384, loss_adv_gen: -184.695648, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:35:55,564 - INFO - [Train] step: 66599, loss_adv_disc: -0.301510, lr_disc: 0.000010
+2023-03-24 17:35:55,768 - INFO - [Train] step: 66599, loss_mpn: 0.016817, loss_rec: 0.049345, loss_semantic: 0.721622, loss_idmrf: 5.035635, loss_adv_gen: -191.793335, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:36:27,643 - INFO - [Train] step: 66699, loss_adv_disc: -5.640236, lr_disc: 0.000010
+2023-03-24 17:36:27,852 - INFO - [Train] step: 66699, loss_mpn: 0.025121, loss_rec: 0.102115, loss_semantic: 0.859693, loss_idmrf: 3.780050, loss_adv_gen: -196.868958, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:37:00,140 - INFO - [Train] step: 66799, loss_adv_disc: 3.351452, lr_disc: 0.000010
+2023-03-24 17:37:00,356 - INFO - [Train] step: 66799, loss_mpn: 0.034855, loss_rec: 0.097595, loss_semantic: 0.879942, loss_idmrf: 6.981056, loss_adv_gen: -157.747101, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:37:33,078 - INFO - [Train] step: 66899, loss_adv_disc: 2.165832, lr_disc: 0.000010
+2023-03-24 17:37:33,293 - INFO - [Train] step: 66899, loss_mpn: 0.005513, loss_rec: 0.050237, loss_semantic: 0.626926, loss_idmrf: 1.595233, loss_adv_gen: -219.697418, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:38:05,281 - INFO - [Train] step: 66999, loss_adv_disc: 3.298127, lr_disc: 0.000010
+2023-03-24 17:38:05,492 - INFO - [Train] step: 66999, loss_mpn: 0.021221, loss_rec: 0.066015, loss_semantic: 0.552134, loss_idmrf: 2.780798, loss_adv_gen: -141.655853, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:38:59,793 - INFO - [Eval] step: 66999, bce: 0.055720, psnr: 22.701349, ssim: 0.789083, lpips: 0.173458
+2023-03-24 17:39:36,666 - INFO - [Train] step: 67099, loss_adv_disc: -3.310180, lr_disc: 0.000010
+2023-03-24 17:39:36,879 - INFO - [Train] step: 67099, loss_mpn: 0.032182, loss_rec: 0.088299, loss_semantic: 0.918568, loss_idmrf: 4.489934, loss_adv_gen: -201.048309, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:40:09,790 - INFO - [Train] step: 67199, loss_adv_disc: -4.418424, lr_disc: 0.000010
+2023-03-24 17:40:10,000 - INFO - [Train] step: 67199, loss_mpn: 0.038392, loss_rec: 0.131870, loss_semantic: 1.213801, loss_idmrf: 6.068322, loss_adv_gen: -197.013672, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:40:42,088 - INFO - [Train] step: 67299, loss_adv_disc: -0.375556, lr_disc: 0.000010
+2023-03-24 17:40:42,296 - INFO - [Train] step: 67299, loss_mpn: 0.051676, loss_rec: 0.090086, loss_semantic: 0.988970, loss_idmrf: 6.315287, loss_adv_gen: -145.498001, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:41:13,760 - INFO - [Train] step: 67399, loss_adv_disc: -2.812690, lr_disc: 0.000010
+2023-03-24 17:41:13,966 - INFO - [Train] step: 67399, loss_mpn: 0.013841, loss_rec: 0.047285, loss_semantic: 0.682582, loss_idmrf: 3.586554, loss_adv_gen: -113.831215, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:41:46,939 - INFO - [Train] step: 67499, loss_adv_disc: 0.822045, lr_disc: 0.000010
+2023-03-24 17:41:47,160 - INFO - [Train] step: 67499, loss_mpn: 0.004682, loss_rec: 0.052831, loss_semantic: 0.665530, loss_idmrf: 2.553817, loss_adv_gen: -157.988098, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:42:19,184 - INFO - [Train] step: 67599, loss_adv_disc: 0.530167, lr_disc: 0.000010
+2023-03-24 17:42:19,396 - INFO - [Train] step: 67599, loss_mpn: 0.021502, loss_rec: 0.090479, loss_semantic: 1.011123, loss_idmrf: 4.775719, loss_adv_gen: -156.693207, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:42:51,522 - INFO - [Train] step: 67699, loss_adv_disc: 4.336520, lr_disc: 0.000010
+2023-03-24 17:42:51,729 - INFO - [Train] step: 67699, loss_mpn: 0.023087, loss_rec: 0.074685, loss_semantic: 0.812779, loss_idmrf: 5.089492, loss_adv_gen: -158.551712, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:43:23,989 - INFO - [Train] step: 67799, loss_adv_disc: -2.460600, lr_disc: 0.000010
+2023-03-24 17:43:24,199 - INFO - [Train] step: 67799, loss_mpn: 0.026673, loss_rec: 0.058077, loss_semantic: 0.746659, loss_idmrf: 8.105288, loss_adv_gen: -127.195526, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:43:56,386 - INFO - [Train] step: 67899, loss_adv_disc: 2.227329, lr_disc: 0.000010
+2023-03-24 17:43:56,596 - INFO - [Train] step: 67899, loss_mpn: 0.006453, loss_rec: 0.034451, loss_semantic: 0.601063, loss_idmrf: 2.463556, loss_adv_gen: -179.205551, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:44:28,703 - INFO - [Train] step: 67999, loss_adv_disc: -6.467326, lr_disc: 0.000010
+2023-03-24 17:44:28,919 - INFO - [Train] step: 67999, loss_mpn: 0.028664, loss_rec: 0.082762, loss_semantic: 0.957651, loss_idmrf: 5.199437, loss_adv_gen: -149.312149, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:45:22,203 - INFO - [Eval] step: 67999, bce: 0.055407, psnr: 22.796148, ssim: 0.791635, lpips: 0.172723
+2023-03-24 17:45:59,321 - INFO - [Train] step: 68099, loss_adv_disc: -4.903484, lr_disc: 0.000010
+2023-03-24 17:45:59,530 - INFO - [Train] step: 68099, loss_mpn: 0.014849, loss_rec: 0.061594, loss_semantic: 0.678351, loss_idmrf: 2.717830, loss_adv_gen: -159.883972, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:46:31,786 - INFO - [Train] step: 68199, loss_adv_disc: 1.948594, lr_disc: 0.000010
+2023-03-24 17:46:31,995 - INFO - [Train] step: 68199, loss_mpn: 0.015489, loss_rec: 0.092202, loss_semantic: 0.885557, loss_idmrf: 3.605835, loss_adv_gen: -195.499725, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:47:03,988 - INFO - [Train] step: 68299, loss_adv_disc: -0.970554, lr_disc: 0.000010
+2023-03-24 17:47:04,199 - INFO - [Train] step: 68299, loss_mpn: 0.008668, loss_rec: 0.058047, loss_semantic: 0.676951, loss_idmrf: 2.645195, loss_adv_gen: -121.066475, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:47:36,693 - INFO - [Train] step: 68399, loss_adv_disc: -2.755867, lr_disc: 0.000010
+2023-03-24 17:47:36,907 - INFO - [Train] step: 68399, loss_mpn: 0.018512, loss_rec: 0.065345, loss_semantic: 0.733665, loss_idmrf: 3.981224, loss_adv_gen: -109.121826, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:48:09,019 - INFO - [Train] step: 68499, loss_adv_disc: -2.199531, lr_disc: 0.000010
+2023-03-24 17:48:09,235 - INFO - [Train] step: 68499, loss_mpn: 0.017490, loss_rec: 0.042779, loss_semantic: 0.843091, loss_idmrf: 6.116546, loss_adv_gen: -126.904709, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:48:41,204 - INFO - [Train] step: 68599, loss_adv_disc: -4.621483, lr_disc: 0.000010
+2023-03-24 17:48:41,414 - INFO - [Train] step: 68599, loss_mpn: 0.026731, loss_rec: 0.064679, loss_semantic: 0.766423, loss_idmrf: 5.702924, loss_adv_gen: -134.447205, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:49:13,770 - INFO - [Train] step: 68699, loss_adv_disc: -14.764993, lr_disc: 0.000010
+2023-03-24 17:49:14,274 - INFO - [Train] step: 68699, loss_mpn: 0.060532, loss_rec: 0.178603, loss_semantic: 1.583379, loss_idmrf: 8.949632, loss_adv_gen: -187.591522, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:49:45,978 - INFO - [Train] step: 68799, loss_adv_disc: -4.457326, lr_disc: 0.000010
+2023-03-24 17:49:46,187 - INFO - [Train] step: 68799, loss_mpn: 0.028064, loss_rec: 0.094355, loss_semantic: 1.051994, loss_idmrf: 6.172153, loss_adv_gen: -219.196350, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:50:18,270 - INFO - [Train] step: 68899, loss_adv_disc: -0.328009, lr_disc: 0.000010
+2023-03-24 17:50:18,480 - INFO - [Train] step: 68899, loss_mpn: 0.015451, loss_rec: 0.095377, loss_semantic: 0.978628, loss_idmrf: 3.560902, loss_adv_gen: -205.677353, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:50:50,901 - INFO - [Train] step: 68999, loss_adv_disc: 0.687387, lr_disc: 0.000010
+2023-03-24 17:50:51,113 - INFO - [Train] step: 68999, loss_mpn: 0.029559, loss_rec: 0.060275, loss_semantic: 0.763850, loss_idmrf: 5.149808, loss_adv_gen: -174.632599, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:51:46,365 - INFO - [Eval] step: 68999, bce: 0.054815, psnr: 22.591349, ssim: 0.789974, lpips: 0.172729
+2023-03-24 17:52:22,714 - INFO - [Train] step: 69099, loss_adv_disc: 3.633019, lr_disc: 0.000010
+2023-03-24 17:52:22,922 - INFO - [Train] step: 69099, loss_mpn: 0.013096, loss_rec: 0.036542, loss_semantic: 0.506475, loss_idmrf: 4.131057, loss_adv_gen: -126.129326, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:52:54,507 - INFO - [Train] step: 69199, loss_adv_disc: 4.529765, lr_disc: 0.000010
+2023-03-24 17:52:54,720 - INFO - [Train] step: 69199, loss_mpn: 0.012119, loss_rec: 0.036434, loss_semantic: 0.583775, loss_idmrf: 3.949395, loss_adv_gen: -155.618073, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:53:27,219 - INFO - [Train] step: 69299, loss_adv_disc: 5.746213, lr_disc: 0.000010
+2023-03-24 17:53:27,702 - INFO - [Train] step: 69299, loss_mpn: 0.042547, loss_rec: 0.136173, loss_semantic: 1.170711, loss_idmrf: 4.552194, loss_adv_gen: -206.847717, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:53:59,289 - INFO - [Train] step: 69399, loss_adv_disc: 0.825869, lr_disc: 0.000010
+2023-03-24 17:53:59,502 - INFO - [Train] step: 69399, loss_mpn: 0.033990, loss_rec: 0.080501, loss_semantic: 0.940215, loss_idmrf: 5.801842, loss_adv_gen: -104.851685, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:54:31,521 - INFO - [Train] step: 69499, loss_adv_disc: 6.656863, lr_disc: 0.000010
+2023-03-24 17:54:31,732 - INFO - [Train] step: 69499, loss_mpn: 0.014115, loss_rec: 0.038366, loss_semantic: 0.539903, loss_idmrf: 2.268364, loss_adv_gen: -153.793640, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:55:04,014 - INFO - [Train] step: 69599, loss_adv_disc: -2.855307, lr_disc: 0.000010
+2023-03-24 17:55:04,221 - INFO - [Train] step: 69599, loss_mpn: 0.029347, loss_rec: 0.080356, loss_semantic: 0.865005, loss_idmrf: 5.223404, loss_adv_gen: -225.316437, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:55:36,704 - INFO - [Train] step: 69699, loss_adv_disc: -7.630758, lr_disc: 0.000010
+2023-03-24 17:55:36,921 - INFO - [Train] step: 69699, loss_mpn: 0.019230, loss_rec: 0.072371, loss_semantic: 0.851657, loss_idmrf: 4.875118, loss_adv_gen: -131.364319, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:56:09,277 - INFO - [Train] step: 69799, loss_adv_disc: 2.693076, lr_disc: 0.000010
+2023-03-24 17:56:09,495 - INFO - [Train] step: 69799, loss_mpn: 0.014141, loss_rec: 0.062487, loss_semantic: 0.650763, loss_idmrf: 1.714176, loss_adv_gen: -234.194550, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:56:41,414 - INFO - [Train] step: 69899, loss_adv_disc: -1.908647, lr_disc: 0.000010
+2023-03-24 17:56:41,627 - INFO - [Train] step: 69899, loss_mpn: 0.043713, loss_rec: 0.117613, loss_semantic: 1.097666, loss_idmrf: 4.387791, loss_adv_gen: -212.469543, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:57:14,134 - INFO - [Train] step: 69999, loss_adv_disc: 0.673779, lr_disc: 0.000010
+2023-03-24 17:57:14,351 - INFO - [Train] step: 69999, loss_mpn: 0.044388, loss_rec: 0.062342, loss_semantic: 0.646360, loss_idmrf: 5.960462, loss_adv_gen: -130.962006, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:58:07,784 - INFO - [Eval] step: 69999, bce: 0.055856, psnr: 22.788351, ssim: 0.792470, lpips: 0.172465
+2023-03-24 17:58:44,545 - INFO - [Train] step: 70099, loss_adv_disc: 2.822353, lr_disc: 0.000010
+2023-03-24 17:58:44,760 - INFO - [Train] step: 70099, loss_mpn: 0.007336, loss_rec: 0.040564, loss_semantic: 0.599422, loss_idmrf: 2.149082, loss_adv_gen: -152.902069, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:59:16,610 - INFO - [Train] step: 70199, loss_adv_disc: -4.445893, lr_disc: 0.000010
+2023-03-24 17:59:16,829 - INFO - [Train] step: 70199, loss_mpn: 0.012179, loss_rec: 0.070973, loss_semantic: 0.777399, loss_idmrf: 4.032021, loss_adv_gen: -165.973541, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:59:49,083 - INFO - [Train] step: 70299, loss_adv_disc: 1.185230, lr_disc: 0.000010
+2023-03-24 17:59:49,293 - INFO - [Train] step: 70299, loss_mpn: 0.006265, loss_rec: 0.027156, loss_semantic: 0.445107, loss_idmrf: 2.086639, loss_adv_gen: -116.334259, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:00:21,366 - INFO - [Train] step: 70399, loss_adv_disc: 1.085524, lr_disc: 0.000010
+2023-03-24 18:00:21,580 - INFO - [Train] step: 70399, loss_mpn: 0.012321, loss_rec: 0.050266, loss_semantic: 0.626646, loss_idmrf: 3.318287, loss_adv_gen: -152.032013, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:00:53,499 - INFO - [Train] step: 70499, loss_adv_disc: -2.296750, lr_disc: 0.000010
+2023-03-24 18:00:53,713 - INFO - [Train] step: 70499, loss_mpn: 0.011135, loss_rec: 0.040465, loss_semantic: 0.577925, loss_idmrf: 1.759290, loss_adv_gen: -187.317062, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:01:25,951 - INFO - [Train] step: 70599, loss_adv_disc: -3.369277, lr_disc: 0.000010
+2023-03-24 18:01:26,162 - INFO - [Train] step: 70599, loss_mpn: 0.029374, loss_rec: 0.098646, loss_semantic: 1.148437, loss_idmrf: 6.755872, loss_adv_gen: -151.930511, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:01:58,240 - INFO - [Train] step: 70699, loss_adv_disc: -4.866234, lr_disc: 0.000010
+2023-03-24 18:01:58,446 - INFO - [Train] step: 70699, loss_mpn: 0.020137, loss_rec: 0.062957, loss_semantic: 0.717181, loss_idmrf: 6.024897, loss_adv_gen: -101.572655, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:02:30,388 - INFO - [Train] step: 70799, loss_adv_disc: -0.933221, lr_disc: 0.000010
+2023-03-24 18:02:30,597 - INFO - [Train] step: 70799, loss_mpn: 0.016718, loss_rec: 0.091314, loss_semantic: 0.851006, loss_idmrf: 4.259884, loss_adv_gen: -160.901352, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:03:03,080 - INFO - [Train] step: 70899, loss_adv_disc: -2.599042, lr_disc: 0.000010
+2023-03-24 18:03:03,290 - INFO - [Train] step: 70899, loss_mpn: 0.021024, loss_rec: 0.062181, loss_semantic: 0.756661, loss_idmrf: 4.359849, loss_adv_gen: -137.258545, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:03:35,329 - INFO - [Train] step: 70999, loss_adv_disc: -1.844217, lr_disc: 0.000010
+2023-03-24 18:03:35,546 - INFO - [Train] step: 70999, loss_mpn: 0.029035, loss_rec: 0.088848, loss_semantic: 0.949780, loss_idmrf: 5.515596, loss_adv_gen: -167.556152, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:04:30,776 - INFO - [Eval] step: 70999, bce: 0.056825, psnr: 22.851841, ssim: 0.791682, lpips: 0.172650
+2023-03-24 18:05:07,007 - INFO - [Train] step: 71099, loss_adv_disc: 0.359583, lr_disc: 0.000010
+2023-03-24 18:05:07,220 - INFO - [Train] step: 71099, loss_mpn: 0.012567, loss_rec: 0.075939, loss_semantic: 1.000258, loss_idmrf: 3.571662, loss_adv_gen: -196.143021, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:05:39,348 - INFO - [Train] step: 71199, loss_adv_disc: -1.367523, lr_disc: 0.000010
+2023-03-24 18:05:39,560 - INFO - [Train] step: 71199, loss_mpn: 0.009826, loss_rec: 0.079572, loss_semantic: 0.821242, loss_idmrf: 2.965598, loss_adv_gen: -237.734802, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:06:11,257 - INFO - [Train] step: 71299, loss_adv_disc: -15.438480, lr_disc: 0.000010
+2023-03-24 18:06:11,469 - INFO - [Train] step: 71299, loss_mpn: 0.039452, loss_rec: 0.155515, loss_semantic: 1.318785, loss_idmrf: 7.555768, loss_adv_gen: -168.539902, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:06:43,157 - INFO - [Train] step: 71399, loss_adv_disc: 2.114769, lr_disc: 0.000010
+2023-03-24 18:06:43,372 - INFO - [Train] step: 71399, loss_mpn: 0.022402, loss_rec: 0.080889, loss_semantic: 0.947133, loss_idmrf: 5.737401, loss_adv_gen: -152.673508, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:07:15,994 - INFO - [Train] step: 71499, loss_adv_disc: -2.163169, lr_disc: 0.000010
+2023-03-24 18:07:16,209 - INFO - [Train] step: 71499, loss_mpn: 0.027420, loss_rec: 0.118346, loss_semantic: 1.288495, loss_idmrf: 4.103401, loss_adv_gen: -183.656723, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:07:47,899 - INFO - [Train] step: 71599, loss_adv_disc: -2.477623, lr_disc: 0.000010
+2023-03-24 18:07:48,108 - INFO - [Train] step: 71599, loss_mpn: 0.007912, loss_rec: 0.035281, loss_semantic: 0.489859, loss_idmrf: 2.012948, loss_adv_gen: -144.803711, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:08:19,809 - INFO - [Train] step: 71699, loss_adv_disc: 1.170845, lr_disc: 0.000010
+2023-03-24 18:08:20,037 - INFO - [Train] step: 71699, loss_mpn: 0.004432, loss_rec: 0.040535, loss_semantic: 0.496979, loss_idmrf: 1.145422, loss_adv_gen: -181.717697, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:08:52,411 - INFO - [Train] step: 71799, loss_adv_disc: -7.224112, lr_disc: 0.000010
+2023-03-24 18:08:52,619 - INFO - [Train] step: 71799, loss_mpn: 0.025995, loss_rec: 0.126452, loss_semantic: 1.135301, loss_idmrf: 3.949429, loss_adv_gen: -205.029633, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:09:24,728 - INFO - [Train] step: 71899, loss_adv_disc: 0.739316, lr_disc: 0.000010
+2023-03-24 18:09:24,939 - INFO - [Train] step: 71899, loss_mpn: 0.016836, loss_rec: 0.038615, loss_semantic: 0.637873, loss_idmrf: 3.059260, loss_adv_gen: -122.579033, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:09:56,615 - INFO - [Train] step: 71999, loss_adv_disc: -3.870761, lr_disc: 0.000010
+2023-03-24 18:09:56,827 - INFO - [Train] step: 71999, loss_mpn: 0.028136, loss_rec: 0.068145, loss_semantic: 0.601889, loss_idmrf: 6.125296, loss_adv_gen: -122.981079, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:10:51,468 - INFO - [Eval] step: 71999, bce: 0.055195, psnr: 22.654190, ssim: 0.789858, lpips: 0.171981
+2023-03-24 18:11:28,068 - INFO - [Train] step: 72099, loss_adv_disc: -2.732196, lr_disc: 0.000010
+2023-03-24 18:11:28,273 - INFO - [Train] step: 72099, loss_mpn: 0.024661, loss_rec: 0.104492, loss_semantic: 1.100304, loss_idmrf: 4.714627, loss_adv_gen: -203.856689, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:12:00,049 - INFO - [Train] step: 72199, loss_adv_disc: -9.287197, lr_disc: 0.000010
+2023-03-24 18:12:00,259 - INFO - [Train] step: 72199, loss_mpn: 0.023703, loss_rec: 0.111261, loss_semantic: 1.098500, loss_idmrf: 7.352708, loss_adv_gen: -130.550446, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:12:32,534 - INFO - [Train] step: 72299, loss_adv_disc: -0.083473, lr_disc: 0.000010
+2023-03-24 18:12:32,756 - INFO - [Train] step: 72299, loss_mpn: 0.032916, loss_rec: 0.071046, loss_semantic: 1.012647, loss_idmrf: 7.647249, loss_adv_gen: -131.684525, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:13:05,122 - INFO - [Train] step: 72399, loss_adv_disc: -4.786571, lr_disc: 0.000010
+2023-03-24 18:13:05,336 - INFO - [Train] step: 72399, loss_mpn: 0.030706, loss_rec: 0.095992, loss_semantic: 1.005479, loss_idmrf: 4.023700, loss_adv_gen: -172.749939, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:13:37,347 - INFO - [Train] step: 72499, loss_adv_disc: -12.001431, lr_disc: 0.000010
+2023-03-24 18:13:37,565 - INFO - [Train] step: 72499, loss_mpn: 0.030074, loss_rec: 0.120706, loss_semantic: 1.218238, loss_idmrf: 4.768153, loss_adv_gen: -183.343750, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:14:09,326 - INFO - [Train] step: 72599, loss_adv_disc: -9.720379, lr_disc: 0.000010
+2023-03-24 18:14:09,535 - INFO - [Train] step: 72599, loss_mpn: 0.030269, loss_rec: 0.121734, loss_semantic: 1.051911, loss_idmrf: 4.238848, loss_adv_gen: -179.885712, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:14:41,826 - INFO - [Train] step: 72699, loss_adv_disc: 2.400801, lr_disc: 0.000010
+2023-03-24 18:14:42,039 - INFO - [Train] step: 72699, loss_mpn: 0.012034, loss_rec: 0.039652, loss_semantic: 0.538027, loss_idmrf: 2.553641, loss_adv_gen: -147.527466, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:15:14,015 - INFO - [Train] step: 72799, loss_adv_disc: -1.693358, lr_disc: 0.000010
+2023-03-24 18:15:14,226 - INFO - [Train] step: 72799, loss_mpn: 0.018082, loss_rec: 0.042222, loss_semantic: 0.548868, loss_idmrf: 3.789532, loss_adv_gen: -152.286316, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:15:45,656 - INFO - [Train] step: 72899, loss_adv_disc: 2.482850, lr_disc: 0.000010
+2023-03-24 18:15:45,865 - INFO - [Train] step: 72899, loss_mpn: 0.015351, loss_rec: 0.101308, loss_semantic: 1.001846, loss_idmrf: 4.669741, loss_adv_gen: -207.391235, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:16:18,603 - INFO - [Train] step: 72999, loss_adv_disc: 0.622179, lr_disc: 0.000010
+2023-03-24 18:16:18,817 - INFO - [Train] step: 72999, loss_mpn: 0.015022, loss_rec: 0.063205, loss_semantic: 0.808441, loss_idmrf: 3.607009, loss_adv_gen: -143.264191, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:17:13,978 - INFO - [Eval] step: 72999, bce: 0.055161, psnr: 22.792603, ssim: 0.791597, lpips: 0.171966
+2023-03-24 18:17:49,443 - INFO - [Train] step: 73099, loss_adv_disc: -1.293473, lr_disc: 0.000010
+2023-03-24 18:17:49,648 - INFO - [Train] step: 73099, loss_mpn: 0.006375, loss_rec: 0.051526, loss_semantic: 0.584628, loss_idmrf: 1.768995, loss_adv_gen: -177.511887, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:18:21,811 - INFO - [Train] step: 73199, loss_adv_disc: -1.676512, lr_disc: 0.000010
+2023-03-24 18:18:22,018 - INFO - [Train] step: 73199, loss_mpn: 0.042602, loss_rec: 0.110179, loss_semantic: 1.132244, loss_idmrf: 5.393451, loss_adv_gen: -143.263962, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:18:54,263 - INFO - [Train] step: 73299, loss_adv_disc: -4.925052, lr_disc: 0.000010
+2023-03-24 18:18:54,479 - INFO - [Train] step: 73299, loss_mpn: 0.036917, loss_rec: 0.081431, loss_semantic: 0.810443, loss_idmrf: 7.174770, loss_adv_gen: -143.063858, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:19:26,512 - INFO - [Train] step: 73399, loss_adv_disc: -2.209105, lr_disc: 0.000010
+2023-03-24 18:19:26,721 - INFO - [Train] step: 73399, loss_mpn: 0.039148, loss_rec: 0.115480, loss_semantic: 1.217142, loss_idmrf: 4.968110, loss_adv_gen: -211.218292, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:19:58,453 - INFO - [Train] step: 73499, loss_adv_disc: 2.012171, lr_disc: 0.000010
+2023-03-24 18:19:58,663 - INFO - [Train] step: 73499, loss_mpn: 0.028558, loss_rec: 0.074579, loss_semantic: 0.790486, loss_idmrf: 4.889657, loss_adv_gen: -177.273438, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:20:30,145 - INFO - [Train] step: 73599, loss_adv_disc: -3.682003, lr_disc: 0.000010
+2023-03-24 18:20:30,357 - INFO - [Train] step: 73599, loss_mpn: 0.022820, loss_rec: 0.105840, loss_semantic: 1.124639, loss_idmrf: 4.942238, loss_adv_gen: -168.593018, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:21:02,946 - INFO - [Train] step: 73699, loss_adv_disc: -0.963133, lr_disc: 0.000010
+2023-03-24 18:21:03,163 - INFO - [Train] step: 73699, loss_mpn: 0.020856, loss_rec: 0.071470, loss_semantic: 0.753237, loss_idmrf: 3.103850, loss_adv_gen: -147.154602, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:21:34,761 - INFO - [Train] step: 73799, loss_adv_disc: -2.218050, lr_disc: 0.000010
+2023-03-24 18:21:34,970 - INFO - [Train] step: 73799, loss_mpn: 0.020565, loss_rec: 0.102766, loss_semantic: 1.124883, loss_idmrf: 5.415869, loss_adv_gen: -186.311646, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:22:07,098 - INFO - [Train] step: 73899, loss_adv_disc: -5.210078, lr_disc: 0.000010
+2023-03-24 18:22:07,317 - INFO - [Train] step: 73899, loss_mpn: 0.013779, loss_rec: 0.060442, loss_semantic: 0.737833, loss_idmrf: 3.377738, loss_adv_gen: -155.562073, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:22:40,345 - INFO - [Train] step: 73999, loss_adv_disc: 0.973254, lr_disc: 0.000010
+2023-03-24 18:22:40,558 - INFO - [Train] step: 73999, loss_mpn: 0.005285, loss_rec: 0.037207, loss_semantic: 0.525238, loss_idmrf: 2.177816, loss_adv_gen: -167.359482, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:23:35,014 - INFO - [Eval] step: 73999, bce: 0.055543, psnr: 22.632071, ssim: 0.790294, lpips: 0.172748
+2023-03-24 18:24:11,132 - INFO - [Train] step: 74099, loss_adv_disc: -1.746066, lr_disc: 0.000010
+2023-03-24 18:24:11,349 - INFO - [Train] step: 74099, loss_mpn: 0.016328, loss_rec: 0.053735, loss_semantic: 0.683367, loss_idmrf: 4.947515, loss_adv_gen: -112.681252, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:24:43,094 - INFO - [Train] step: 74199, loss_adv_disc: -0.387872, lr_disc: 0.000010
+2023-03-24 18:24:43,305 - INFO - [Train] step: 74199, loss_mpn: 0.029298, loss_rec: 0.116972, loss_semantic: 1.331784, loss_idmrf: 5.836664, loss_adv_gen: -200.203674, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:25:15,635 - INFO - [Train] step: 74299, loss_adv_disc: 0.295122, lr_disc: 0.000010
+2023-03-24 18:25:15,849 - INFO - [Train] step: 74299, loss_mpn: 0.009508, loss_rec: 0.034994, loss_semantic: 0.538960, loss_idmrf: 3.120249, loss_adv_gen: -146.197113, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:25:48,257 - INFO - [Train] step: 74399, loss_adv_disc: 0.095957, lr_disc: 0.000010
+2023-03-24 18:25:48,466 - INFO - [Train] step: 74399, loss_mpn: 0.027275, loss_rec: 0.087761, loss_semantic: 1.029927, loss_idmrf: 4.990036, loss_adv_gen: -176.590378, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:26:20,266 - INFO - [Train] step: 74499, loss_adv_disc: 1.089644, lr_disc: 0.000010
+2023-03-24 18:26:20,479 - INFO - [Train] step: 74499, loss_mpn: 0.004519, loss_rec: 0.045631, loss_semantic: 0.495596, loss_idmrf: 1.396449, loss_adv_gen: -159.787491, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:26:52,548 - INFO - [Train] step: 74599, loss_adv_disc: 1.082206, lr_disc: 0.000010
+2023-03-24 18:26:52,758 - INFO - [Train] step: 74599, loss_mpn: 0.007518, loss_rec: 0.037033, loss_semantic: 0.497687, loss_idmrf: 1.999243, loss_adv_gen: -143.239029, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:27:24,907 - INFO - [Train] step: 74699, loss_adv_disc: -7.042263, lr_disc: 0.000010
+2023-03-24 18:27:25,120 - INFO - [Train] step: 74699, loss_mpn: 0.016512, loss_rec: 0.075752, loss_semantic: 0.843493, loss_idmrf: 4.791771, loss_adv_gen: -124.289925, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:27:56,900 - INFO - [Train] step: 74799, loss_adv_disc: 0.518024, lr_disc: 0.000010
+2023-03-24 18:27:57,113 - INFO - [Train] step: 74799, loss_mpn: 0.014183, loss_rec: 0.104520, loss_semantic: 0.894074, loss_idmrf: 3.593735, loss_adv_gen: -217.441437, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:28:30,040 - INFO - [Train] step: 74899, loss_adv_disc: -8.423537, lr_disc: 0.000010
+2023-03-24 18:28:30,250 - INFO - [Train] step: 74899, loss_mpn: 0.042661, loss_rec: 0.091563, loss_semantic: 1.103058, loss_idmrf: 8.261442, loss_adv_gen: -135.950104, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:29:02,909 - INFO - [Train] step: 74999, loss_adv_disc: 1.086333, lr_disc: 0.000010
+2023-03-24 18:29:03,117 - INFO - [Train] step: 74999, loss_mpn: 0.006777, loss_rec: 0.037595, loss_semantic: 0.528252, loss_idmrf: 2.652442, loss_adv_gen: -151.385696, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:29:56,495 - INFO - [Eval] step: 74999, bce: 0.057143, psnr: 22.734285, ssim: 0.790413, lpips: 0.171679
+2023-03-24 18:30:31,903 - INFO - [Train] step: 75099, loss_adv_disc: -4.335162, lr_disc: 0.000010
+2023-03-24 18:30:32,108 - INFO - [Train] step: 75099, loss_mpn: 0.017050, loss_rec: 0.046870, loss_semantic: 0.714990, loss_idmrf: 3.264565, loss_adv_gen: -181.485336, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:31:04,085 - INFO - [Train] step: 75199, loss_adv_disc: -2.125994, lr_disc: 0.000010
+2023-03-24 18:31:04,291 - INFO - [Train] step: 75199, loss_mpn: 0.031863, loss_rec: 0.131236, loss_semantic: 1.041206, loss_idmrf: 5.022617, loss_adv_gen: -203.664612, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:31:36,078 - INFO - [Train] step: 75299, loss_adv_disc: -4.865176, lr_disc: 0.000010
+2023-03-24 18:31:36,296 - INFO - [Train] step: 75299, loss_mpn: 0.036683, loss_rec: 0.085119, loss_semantic: 0.850303, loss_idmrf: 3.253036, loss_adv_gen: -199.417542, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:32:08,052 - INFO - [Train] step: 75399, loss_adv_disc: -0.812791, lr_disc: 0.000010
+2023-03-24 18:32:08,265 - INFO - [Train] step: 75399, loss_mpn: 0.024093, loss_rec: 0.078875, loss_semantic: 0.862897, loss_idmrf: 5.390490, loss_adv_gen: -138.675903, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:32:40,551 - INFO - [Train] step: 75499, loss_adv_disc: -2.684728, lr_disc: 0.000010
+2023-03-24 18:32:40,754 - INFO - [Train] step: 75499, loss_mpn: 0.005673, loss_rec: 0.037273, loss_semantic: 0.533691, loss_idmrf: 2.680871, loss_adv_gen: -164.538681, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:33:12,200 - INFO - [Train] step: 75599, loss_adv_disc: -0.524679, lr_disc: 0.000010
+2023-03-24 18:33:12,410 - INFO - [Train] step: 75599, loss_mpn: 0.022105, loss_rec: 0.052537, loss_semantic: 0.692679, loss_idmrf: 5.680563, loss_adv_gen: -120.123550, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:33:44,424 - INFO - [Train] step: 75699, loss_adv_disc: -0.396767, lr_disc: 0.000010
+2023-03-24 18:33:44,633 - INFO - [Train] step: 75699, loss_mpn: 0.030775, loss_rec: 0.110929, loss_semantic: 1.026542, loss_idmrf: 5.828123, loss_adv_gen: -206.477295, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:34:17,399 - INFO - [Train] step: 75799, loss_adv_disc: -3.784373, lr_disc: 0.000010
+2023-03-24 18:34:17,617 - INFO - [Train] step: 75799, loss_mpn: 0.025948, loss_rec: 0.075698, loss_semantic: 0.962781, loss_idmrf: 4.195516, loss_adv_gen: -154.261490, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:34:49,442 - INFO - [Train] step: 75899, loss_adv_disc: 0.682933, lr_disc: 0.000010
+2023-03-24 18:34:49,655 - INFO - [Train] step: 75899, loss_mpn: 0.015718, loss_rec: 0.057219, loss_semantic: 0.689263, loss_idmrf: 3.632013, loss_adv_gen: -148.020691, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:35:22,308 - INFO - [Train] step: 75999, loss_adv_disc: -5.495652, lr_disc: 0.000010
+2023-03-24 18:35:22,525 - INFO - [Train] step: 75999, loss_mpn: 0.023660, loss_rec: 0.093207, loss_semantic: 1.006470, loss_idmrf: 4.391888, loss_adv_gen: -213.682678, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:36:16,164 - INFO - [Eval] step: 75999, bce: 0.054966, psnr: 22.853052, ssim: 0.792970, lpips: 0.172764
+2023-03-24 18:36:52,360 - INFO - [Train] step: 76099, loss_adv_disc: 10.494357, lr_disc: 0.000010
+2023-03-24 18:36:52,569 - INFO - [Train] step: 76099, loss_mpn: 0.023456, loss_rec: 0.070371, loss_semantic: 0.663954, loss_idmrf: 5.555866, loss_adv_gen: -207.445282, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:37:24,441 - INFO - [Train] step: 76199, loss_adv_disc: -6.624449, lr_disc: 0.000010
+2023-03-24 18:37:24,651 - INFO - [Train] step: 76199, loss_mpn: 0.014669, loss_rec: 0.093358, loss_semantic: 0.800564, loss_idmrf: 3.106728, loss_adv_gen: -181.238586, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:37:56,348 - INFO - [Train] step: 76299, loss_adv_disc: 3.579579, lr_disc: 0.000010
+2023-03-24 18:37:56,551 - INFO - [Train] step: 76299, loss_mpn: 0.004734, loss_rec: 0.032403, loss_semantic: 0.481480, loss_idmrf: 1.753453, loss_adv_gen: -175.615280, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:38:28,872 - INFO - [Train] step: 76399, loss_adv_disc: -0.258037, lr_disc: 0.000010
+2023-03-24 18:38:29,083 - INFO - [Train] step: 76399, loss_mpn: 0.019336, loss_rec: 0.088383, loss_semantic: 0.853204, loss_idmrf: 4.736296, loss_adv_gen: -128.589279, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:39:01,433 - INFO - [Train] step: 76499, loss_adv_disc: -2.728002, lr_disc: 0.000010
+2023-03-24 18:39:01,649 - INFO - [Train] step: 76499, loss_mpn: 0.024758, loss_rec: 0.070424, loss_semantic: 0.754302, loss_idmrf: 6.683187, loss_adv_gen: -127.030815, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:39:33,551 - INFO - [Train] step: 76599, loss_adv_disc: 2.253120, lr_disc: 0.000010
+2023-03-24 18:39:33,762 - INFO - [Train] step: 76599, loss_mpn: 0.013795, loss_rec: 0.053476, loss_semantic: 0.737154, loss_idmrf: 3.934598, loss_adv_gen: -166.460754, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:40:05,595 - INFO - [Train] step: 76699, loss_adv_disc: -0.524863, lr_disc: 0.000010
+2023-03-24 18:40:05,800 - INFO - [Train] step: 76699, loss_mpn: 0.023756, loss_rec: 0.070961, loss_semantic: 0.661729, loss_idmrf: 4.057562, loss_adv_gen: -142.069077, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:40:37,685 - INFO - [Train] step: 76799, loss_adv_disc: 3.487795, lr_disc: 0.000010
+2023-03-24 18:40:37,895 - INFO - [Train] step: 76799, loss_mpn: 0.007135, loss_rec: 0.062541, loss_semantic: 0.708732, loss_idmrf: 2.506118, loss_adv_gen: -193.231354, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:41:10,523 - INFO - [Train] step: 76899, loss_adv_disc: 3.502482, lr_disc: 0.000010
+2023-03-24 18:41:10,736 - INFO - [Train] step: 76899, loss_mpn: 0.017364, loss_rec: 0.057401, loss_semantic: 0.722969, loss_idmrf: 4.351433, loss_adv_gen: -161.416260, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:41:43,028 - INFO - [Train] step: 76999, loss_adv_disc: 3.014009, lr_disc: 0.000010
+2023-03-24 18:41:43,234 - INFO - [Train] step: 76999, loss_mpn: 0.010356, loss_rec: 0.058125, loss_semantic: 0.618206, loss_idmrf: 2.052715, loss_adv_gen: -186.833160, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:42:36,796 - INFO - [Eval] step: 76999, bce: 0.056458, psnr: 22.745966, ssim: 0.792404, lpips: 0.171258
+2023-03-24 18:43:12,597 - INFO - [Train] step: 77099, loss_adv_disc: -4.848052, lr_disc: 0.000010
+2023-03-24 18:43:12,809 - INFO - [Train] step: 77099, loss_mpn: 0.019906, loss_rec: 0.081705, loss_semantic: 0.787170, loss_idmrf: 4.537617, loss_adv_gen: -142.390732, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:43:44,787 - INFO - [Train] step: 77199, loss_adv_disc: -1.429914, lr_disc: 0.000010
+2023-03-24 18:43:44,997 - INFO - [Train] step: 77199, loss_mpn: 0.016636, loss_rec: 0.095724, loss_semantic: 1.029757, loss_idmrf: 4.027592, loss_adv_gen: -183.380859, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:44:16,869 - INFO - [Train] step: 77299, loss_adv_disc: -5.193595, lr_disc: 0.000010
+2023-03-24 18:44:17,077 - INFO - [Train] step: 77299, loss_mpn: 0.031361, loss_rec: 0.081027, loss_semantic: 0.958532, loss_idmrf: 4.915706, loss_adv_gen: -150.697220, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:44:48,924 - INFO - [Train] step: 77399, loss_adv_disc: -2.510236, lr_disc: 0.000010
+2023-03-24 18:44:49,142 - INFO - [Train] step: 77399, loss_mpn: 0.011345, loss_rec: 0.063393, loss_semantic: 0.744844, loss_idmrf: 3.816806, loss_adv_gen: -129.512756, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:45:21,088 - INFO - [Train] step: 77499, loss_adv_disc: -11.016139, lr_disc: 0.000010
+2023-03-24 18:45:21,303 - INFO - [Train] step: 77499, loss_mpn: 0.047368, loss_rec: 0.106705, loss_semantic: 0.994795, loss_idmrf: 8.867870, loss_adv_gen: -88.913895, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:45:53,106 - INFO - [Train] step: 77599, loss_adv_disc: -0.360109, lr_disc: 0.000010
+2023-03-24 18:45:53,308 - INFO - [Train] step: 77599, loss_mpn: 0.007368, loss_rec: 0.031409, loss_semantic: 0.440346, loss_idmrf: 2.015996, loss_adv_gen: -145.032990, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:46:25,510 - INFO - [Train] step: 77699, loss_adv_disc: -1.241921, lr_disc: 0.000010
+2023-03-24 18:46:25,722 - INFO - [Train] step: 77699, loss_mpn: 0.007124, loss_rec: 0.048471, loss_semantic: 0.577388, loss_idmrf: 2.014948, loss_adv_gen: -138.194443, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:46:57,681 - INFO - [Train] step: 77799, loss_adv_disc: 0.262116, lr_disc: 0.000010
+2023-03-24 18:46:57,892 - INFO - [Train] step: 77799, loss_mpn: 0.011831, loss_rec: 0.047376, loss_semantic: 0.702026, loss_idmrf: 3.017841, loss_adv_gen: -168.084076, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:47:30,332 - INFO - [Train] step: 77899, loss_adv_disc: -10.089487, lr_disc: 0.000010
+2023-03-24 18:47:30,548 - INFO - [Train] step: 77899, loss_mpn: 0.068814, loss_rec: 0.170607, loss_semantic: 1.087267, loss_idmrf: 4.632452, loss_adv_gen: -220.180435, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:48:02,853 - INFO - [Train] step: 77999, loss_adv_disc: -4.196725, lr_disc: 0.000010
+2023-03-24 18:48:03,069 - INFO - [Train] step: 77999, loss_mpn: 0.030192, loss_rec: 0.126880, loss_semantic: 1.100352, loss_idmrf: 6.901625, loss_adv_gen: -205.995026, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:48:56,534 - INFO - [Eval] step: 77999, bce: 0.055553, psnr: 22.654358, ssim: 0.788219, lpips: 0.172636
+2023-03-24 18:49:32,058 - INFO - [Train] step: 78099, loss_adv_disc: -2.365319, lr_disc: 0.000010
+2023-03-24 18:49:32,262 - INFO - [Train] step: 78099, loss_mpn: 0.019721, loss_rec: 0.092562, loss_semantic: 0.915119, loss_idmrf: 4.088738, loss_adv_gen: -180.762436, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:50:03,459 - INFO - [Train] step: 78199, loss_adv_disc: 1.893833, lr_disc: 0.000010
+2023-03-24 18:50:03,674 - INFO - [Train] step: 78199, loss_mpn: 0.018776, loss_rec: 0.064204, loss_semantic: 0.720710, loss_idmrf: 3.913844, loss_adv_gen: -150.147873, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:50:35,938 - INFO - [Train] step: 78299, loss_adv_disc: 2.346649, lr_disc: 0.000010
+2023-03-24 18:50:36,154 - INFO - [Train] step: 78299, loss_mpn: 0.011927, loss_rec: 0.047633, loss_semantic: 0.603923, loss_idmrf: 2.089311, loss_adv_gen: -194.757324, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:51:08,161 - INFO - [Train] step: 78399, loss_adv_disc: -0.047719, lr_disc: 0.000010
+2023-03-24 18:51:08,369 - INFO - [Train] step: 78399, loss_mpn: 0.029827, loss_rec: 0.144116, loss_semantic: 1.326957, loss_idmrf: 5.676801, loss_adv_gen: -226.877975, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:51:40,169 - INFO - [Train] step: 78499, loss_adv_disc: -6.425807, lr_disc: 0.000010
+2023-03-24 18:51:40,383 - INFO - [Train] step: 78499, loss_mpn: 0.038074, loss_rec: 0.145745, loss_semantic: 1.392215, loss_idmrf: 7.422229, loss_adv_gen: -172.678284, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:52:12,819 - INFO - [Train] step: 78599, loss_adv_disc: 6.939614, lr_disc: 0.000010
+2023-03-24 18:52:13,024 - INFO - [Train] step: 78599, loss_mpn: 0.003404, loss_rec: 0.051627, loss_semantic: 0.609045, loss_idmrf: 0.908951, loss_adv_gen: -230.668381, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:52:44,595 - INFO - [Train] step: 78699, loss_adv_disc: -1.127705, lr_disc: 0.000010
+2023-03-24 18:52:44,806 - INFO - [Train] step: 78699, loss_mpn: 0.019973, loss_rec: 0.082814, loss_semantic: 0.829711, loss_idmrf: 2.984473, loss_adv_gen: -182.069275, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:53:16,759 - INFO - [Train] step: 78799, loss_adv_disc: 0.698910, lr_disc: 0.000010
+2023-03-24 18:53:16,974 - INFO - [Train] step: 78799, loss_mpn: 0.012976, loss_rec: 0.065977, loss_semantic: 0.741699, loss_idmrf: 3.105129, loss_adv_gen: -162.901230, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:53:50,234 - INFO - [Train] step: 78899, loss_adv_disc: -10.070581, lr_disc: 0.000010
+2023-03-24 18:53:50,449 - INFO - [Train] step: 78899, loss_mpn: 0.043329, loss_rec: 0.142237, loss_semantic: 1.181372, loss_idmrf: 6.067437, loss_adv_gen: -160.348892, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:54:22,334 - INFO - [Train] step: 78999, loss_adv_disc: -2.713449, lr_disc: 0.000010
+2023-03-24 18:54:22,548 - INFO - [Train] step: 78999, loss_mpn: 0.034328, loss_rec: 0.075440, loss_semantic: 0.887399, loss_idmrf: 5.251985, loss_adv_gen: -182.420776, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:55:15,537 - INFO - [Eval] step: 78999, bce: 0.056776, psnr: 22.703665, ssim: 0.791825, lpips: 0.172171
+2023-03-24 18:55:51,188 - INFO - [Train] step: 79099, loss_adv_disc: 3.866222, lr_disc: 0.000010
+2023-03-24 18:55:51,400 - INFO - [Train] step: 79099, loss_mpn: 0.035804, loss_rec: 0.064125, loss_semantic: 0.509933, loss_idmrf: 6.721173, loss_adv_gen: -110.183189, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:56:23,151 - INFO - [Train] step: 79199, loss_adv_disc: 4.649522, lr_disc: 0.000010
+2023-03-24 18:56:23,370 - INFO - [Train] step: 79199, loss_mpn: 0.010834, loss_rec: 0.040187, loss_semantic: 0.601670, loss_idmrf: 3.006298, loss_adv_gen: -219.308716, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:56:55,257 - INFO - [Train] step: 79299, loss_adv_disc: -5.799150, lr_disc: 0.000010
+2023-03-24 18:56:55,469 - INFO - [Train] step: 79299, loss_mpn: 0.033578, loss_rec: 0.094402, loss_semantic: 1.077980, loss_idmrf: 5.051189, loss_adv_gen: -149.815704, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:57:27,128 - INFO - [Train] step: 79399, loss_adv_disc: 3.007867, lr_disc: 0.000010
+2023-03-24 18:57:27,334 - INFO - [Train] step: 79399, loss_mpn: 0.018165, loss_rec: 0.055486, loss_semantic: 0.691376, loss_idmrf: 5.880413, loss_adv_gen: -140.243774, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:57:59,327 - INFO - [Train] step: 79499, loss_adv_disc: -6.775254, lr_disc: 0.000010
+2023-03-24 18:57:59,533 - INFO - [Train] step: 79499, loss_mpn: 0.012247, loss_rec: 0.108004, loss_semantic: 0.889873, loss_idmrf: 2.977649, loss_adv_gen: -211.619736, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:58:31,247 - INFO - [Train] step: 79599, loss_adv_disc: 0.984653, lr_disc: 0.000010
+2023-03-24 18:58:31,463 - INFO - [Train] step: 79599, loss_mpn: 0.011632, loss_rec: 0.073129, loss_semantic: 0.689545, loss_idmrf: 2.914407, loss_adv_gen: -183.953888, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:59:03,333 - INFO - [Train] step: 79699, loss_adv_disc: -6.081174, lr_disc: 0.000010
+2023-03-24 18:59:03,542 - INFO - [Train] step: 79699, loss_mpn: 0.034308, loss_rec: 0.131937, loss_semantic: 1.142231, loss_idmrf: 6.938113, loss_adv_gen: -164.466324, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:59:36,291 - INFO - [Train] step: 79799, loss_adv_disc: 1.228087, lr_disc: 0.000010
+2023-03-24 18:59:36,501 - INFO - [Train] step: 79799, loss_mpn: 0.011095, loss_rec: 0.045500, loss_semantic: 0.685439, loss_idmrf: 3.209554, loss_adv_gen: -125.768219, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:00:08,047 - INFO - [Train] step: 79899, loss_adv_disc: -8.009008, lr_disc: 0.000010
+2023-03-24 19:00:08,259 - INFO - [Train] step: 79899, loss_mpn: 0.041455, loss_rec: 0.099097, loss_semantic: 0.937449, loss_idmrf: 5.398347, loss_adv_gen: -175.298721, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:00:40,510 - INFO - [Train] step: 79999, loss_adv_disc: -1.195801, lr_disc: 0.000010
+2023-03-24 19:00:40,717 - INFO - [Train] step: 79999, loss_mpn: 0.018903, loss_rec: 0.090150, loss_semantic: 1.016762, loss_idmrf: 5.637892, loss_adv_gen: -148.808914, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:01:33,304 - INFO - [Eval] step: 79999, bce: 0.055380, psnr: 22.800005, ssim: 0.791972, lpips: 0.171262
+2023-03-24 19:02:09,699 - INFO - [Train] step: 80099, loss_adv_disc: -1.913259, lr_disc: 0.000010
+2023-03-24 19:02:09,908 - INFO - [Train] step: 80099, loss_mpn: 0.021882, loss_rec: 0.049375, loss_semantic: 0.650851, loss_idmrf: 4.115382, loss_adv_gen: -107.726570, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:02:41,782 - INFO - [Train] step: 80199, loss_adv_disc: -3.954453, lr_disc: 0.000010
+2023-03-24 19:02:41,990 - INFO - [Train] step: 80199, loss_mpn: 0.013098, loss_rec: 0.049194, loss_semantic: 0.658005, loss_idmrf: 3.039697, loss_adv_gen: -121.410126, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:03:13,436 - INFO - [Train] step: 80299, loss_adv_disc: 1.436809, lr_disc: 0.000010
+2023-03-24 19:03:13,645 - INFO - [Train] step: 80299, loss_mpn: 0.026925, loss_rec: 0.059518, loss_semantic: 0.707701, loss_idmrf: 4.835500, loss_adv_gen: -141.398911, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:03:45,886 - INFO - [Train] step: 80399, loss_adv_disc: 2.500400, lr_disc: 0.000010
+2023-03-24 19:03:46,099 - INFO - [Train] step: 80399, loss_mpn: 0.006985, loss_rec: 0.045031, loss_semantic: 0.581071, loss_idmrf: 1.416372, loss_adv_gen: -176.093658, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:04:17,716 - INFO - [Train] step: 80499, loss_adv_disc: -0.837907, lr_disc: 0.000010
+2023-03-24 19:04:17,930 - INFO - [Train] step: 80499, loss_mpn: 0.028227, loss_rec: 0.049156, loss_semantic: 0.686047, loss_idmrf: 3.653070, loss_adv_gen: -137.588821, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:04:49,606 - INFO - [Train] step: 80599, loss_adv_disc: 2.340198, lr_disc: 0.000010
+2023-03-24 19:04:49,819 - INFO - [Train] step: 80599, loss_mpn: 0.008997, loss_rec: 0.047839, loss_semantic: 0.585244, loss_idmrf: 2.863922, loss_adv_gen: -194.972809, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:05:21,946 - INFO - [Train] step: 80699, loss_adv_disc: 2.177488, lr_disc: 0.000010
+2023-03-24 19:05:22,164 - INFO - [Train] step: 80699, loss_mpn: 0.010331, loss_rec: 0.018753, loss_semantic: 0.329280, loss_idmrf: 4.710878, loss_adv_gen: -92.410042, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:05:54,976 - INFO - [Train] step: 80799, loss_adv_disc: 2.086421, lr_disc: 0.000010
+2023-03-24 19:05:55,196 - INFO - [Train] step: 80799, loss_mpn: 0.016468, loss_rec: 0.058315, loss_semantic: 0.711429, loss_idmrf: 3.850144, loss_adv_gen: -118.368134, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:06:26,764 - INFO - [Train] step: 80899, loss_adv_disc: -5.395534, lr_disc: 0.000010
+2023-03-24 19:06:26,975 - INFO - [Train] step: 80899, loss_mpn: 0.013142, loss_rec: 0.084909, loss_semantic: 0.796564, loss_idmrf: 5.124724, loss_adv_gen: -181.018845, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:06:58,980 - INFO - [Train] step: 80999, loss_adv_disc: 4.270520, lr_disc: 0.000010
+2023-03-24 19:06:59,185 - INFO - [Train] step: 80999, loss_mpn: 0.027727, loss_rec: 0.027401, loss_semantic: 0.523097, loss_idmrf: 3.001829, loss_adv_gen: -107.189384, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:07:53,450 - INFO - [Eval] step: 80999, bce: 0.055674, psnr: 22.820032, ssim: 0.791744, lpips: 0.171327
+2023-03-24 19:08:28,875 - INFO - [Train] step: 81099, loss_adv_disc: -2.212789, lr_disc: 0.000010
+2023-03-24 19:08:29,080 - INFO - [Train] step: 81099, loss_mpn: 0.032626, loss_rec: 0.100118, loss_semantic: 1.084419, loss_idmrf: 6.002964, loss_adv_gen: -133.879440, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:09:00,961 - INFO - [Train] step: 81199, loss_adv_disc: -0.538678, lr_disc: 0.000010
+2023-03-24 19:09:01,175 - INFO - [Train] step: 81199, loss_mpn: 0.037719, loss_rec: 0.105516, loss_semantic: 1.195252, loss_idmrf: 7.262735, loss_adv_gen: -169.882095, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:09:32,785 - INFO - [Train] step: 81299, loss_adv_disc: -16.836243, lr_disc: 0.000010
+2023-03-24 19:09:32,994 - INFO - [Train] step: 81299, loss_mpn: 0.029868, loss_rec: 0.112000, loss_semantic: 1.189710, loss_idmrf: 6.704275, loss_adv_gen: -182.946487, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:10:05,038 - INFO - [Train] step: 81399, loss_adv_disc: 0.535035, lr_disc: 0.000010
+2023-03-24 19:10:05,248 - INFO - [Train] step: 81399, loss_mpn: 0.017403, loss_rec: 0.104283, loss_semantic: 1.182138, loss_idmrf: 5.340734, loss_adv_gen: -215.257645, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:10:36,777 - INFO - [Train] step: 81499, loss_adv_disc: -5.476910, lr_disc: 0.000010
+2023-03-24 19:10:36,985 - INFO - [Train] step: 81499, loss_mpn: 0.016244, loss_rec: 0.075382, loss_semantic: 1.010938, loss_idmrf: 5.721214, loss_adv_gen: -143.021179, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:11:09,228 - INFO - [Train] step: 81599, loss_adv_disc: -0.872636, lr_disc: 0.000010
+2023-03-24 19:11:09,436 - INFO - [Train] step: 81599, loss_mpn: 0.016478, loss_rec: 0.087204, loss_semantic: 0.887255, loss_idmrf: 2.401304, loss_adv_gen: -167.724579, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:11:42,325 - INFO - [Train] step: 81699, loss_adv_disc: -2.270053, lr_disc: 0.000010
+2023-03-24 19:11:42,535 - INFO - [Train] step: 81699, loss_mpn: 0.035530, loss_rec: 0.065786, loss_semantic: 0.763953, loss_idmrf: 4.301281, loss_adv_gen: -170.924591, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:12:14,484 - INFO - [Train] step: 81799, loss_adv_disc: 2.673867, lr_disc: 0.000010
+2023-03-24 19:12:14,696 - INFO - [Train] step: 81799, loss_mpn: 0.015616, loss_rec: 0.072521, loss_semantic: 0.719727, loss_idmrf: 3.615032, loss_adv_gen: -196.081345, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:12:46,294 - INFO - [Train] step: 81899, loss_adv_disc: 4.954748, lr_disc: 0.000010
+2023-03-24 19:12:46,503 - INFO - [Train] step: 81899, loss_mpn: 0.016812, loss_rec: 0.054811, loss_semantic: 0.657999, loss_idmrf: 3.301648, loss_adv_gen: -123.976082, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:13:18,460 - INFO - [Train] step: 81999, loss_adv_disc: 0.466686, lr_disc: 0.000010
+2023-03-24 19:13:18,697 - INFO - [Train] step: 81999, loss_mpn: 0.029207, loss_rec: 0.058408, loss_semantic: 0.665600, loss_idmrf: 5.338942, loss_adv_gen: -115.360214, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:14:11,688 - INFO - [Eval] step: 81999, bce: 0.055254, psnr: 22.923735, ssim: 0.796296, lpips: 0.171422
+2023-03-24 19:14:47,124 - INFO - [Train] step: 82099, loss_adv_disc: -1.862318, lr_disc: 0.000010
+2023-03-24 19:14:47,331 - INFO - [Train] step: 82099, loss_mpn: 0.035036, loss_rec: 0.079781, loss_semantic: 0.807247, loss_idmrf: 7.231235, loss_adv_gen: -149.932404, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:15:18,936 - INFO - [Train] step: 82199, loss_adv_disc: 5.088023, lr_disc: 0.000010
+2023-03-24 19:15:19,145 - INFO - [Train] step: 82199, loss_mpn: 0.043149, loss_rec: 0.093779, loss_semantic: 0.893749, loss_idmrf: 5.597327, loss_adv_gen: -145.686234, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:15:51,369 - INFO - [Train] step: 82299, loss_adv_disc: 4.264627, lr_disc: 0.000010
+2023-03-24 19:15:51,578 - INFO - [Train] step: 82299, loss_mpn: 0.016378, loss_rec: 0.069690, loss_semantic: 0.819273, loss_idmrf: 3.840647, loss_adv_gen: -135.076447, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:16:23,446 - INFO - [Train] step: 82399, loss_adv_disc: 4.890768, lr_disc: 0.000010
+2023-03-24 19:16:23,659 - INFO - [Train] step: 82399, loss_mpn: 0.033391, loss_rec: 0.076142, loss_semantic: 0.781971, loss_idmrf: 7.627997, loss_adv_gen: -152.245575, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:16:55,516 - INFO - [Train] step: 82499, loss_adv_disc: -1.858284, lr_disc: 0.000010
+2023-03-24 19:16:55,727 - INFO - [Train] step: 82499, loss_mpn: 0.024504, loss_rec: 0.110978, loss_semantic: 1.086524, loss_idmrf: 7.128959, loss_adv_gen: -183.661987, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:17:28,002 - INFO - [Train] step: 82599, loss_adv_disc: -2.838500, lr_disc: 0.000010
+2023-03-24 19:17:28,213 - INFO - [Train] step: 82599, loss_mpn: 0.006536, loss_rec: 0.033076, loss_semantic: 0.432352, loss_idmrf: 2.044118, loss_adv_gen: -90.588829, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:18:00,463 - INFO - [Train] step: 82699, loss_adv_disc: -3.546839, lr_disc: 0.000010
+2023-03-24 19:18:00,667 - INFO - [Train] step: 82699, loss_mpn: 0.026383, loss_rec: 0.085523, loss_semantic: 0.919115, loss_idmrf: 4.427909, loss_adv_gen: -163.525803, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:18:32,147 - INFO - [Train] step: 82799, loss_adv_disc: 6.912764, lr_disc: 0.000010
+2023-03-24 19:18:32,358 - INFO - [Train] step: 82799, loss_mpn: 0.045553, loss_rec: 0.095419, loss_semantic: 0.974266, loss_idmrf: 6.500724, loss_adv_gen: -184.973007, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:19:04,628 - INFO - [Train] step: 82899, loss_adv_disc: 0.245884, lr_disc: 0.000010
+2023-03-24 19:19:04,845 - INFO - [Train] step: 82899, loss_mpn: 0.011895, loss_rec: 0.058029, loss_semantic: 0.679560, loss_idmrf: 4.493853, loss_adv_gen: -124.606903, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:19:36,341 - INFO - [Train] step: 82999, loss_adv_disc: -4.828993, lr_disc: 0.000010
+2023-03-24 19:19:36,541 - INFO - [Train] step: 82999, loss_mpn: 0.015625, loss_rec: 0.058215, loss_semantic: 0.750681, loss_idmrf: 4.517350, loss_adv_gen: -155.702667, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:20:29,438 - INFO - [Eval] step: 82999, bce: 0.057205, psnr: 22.837097, ssim: 0.792036, lpips: 0.172055
+2023-03-24 19:21:04,935 - INFO - [Train] step: 83099, loss_adv_disc: -0.091475, lr_disc: 0.000010
+2023-03-24 19:21:05,145 - INFO - [Train] step: 83099, loss_mpn: 0.005261, loss_rec: 0.035159, loss_semantic: 0.504661, loss_idmrf: 2.412924, loss_adv_gen: -121.068069, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:21:36,911 - INFO - [Train] step: 83199, loss_adv_disc: 2.619128, lr_disc: 0.000010
+2023-03-24 19:21:37,120 - INFO - [Train] step: 83199, loss_mpn: 0.002987, loss_rec: 0.027975, loss_semantic: 0.461914, loss_idmrf: 1.022241, loss_adv_gen: -171.708511, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:22:09,466 - INFO - [Train] step: 83299, loss_adv_disc: -2.940120, lr_disc: 0.000010
+2023-03-24 19:22:09,689 - INFO - [Train] step: 83299, loss_mpn: 0.025184, loss_rec: 0.080109, loss_semantic: 0.755771, loss_idmrf: 3.881663, loss_adv_gen: -182.075806, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:22:41,399 - INFO - [Train] step: 83399, loss_adv_disc: 1.169211, lr_disc: 0.000010
+2023-03-24 19:22:41,611 - INFO - [Train] step: 83399, loss_mpn: 0.020780, loss_rec: 0.103394, loss_semantic: 1.021153, loss_idmrf: 3.442380, loss_adv_gen: -226.954071, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:23:13,410 - INFO - [Train] step: 83499, loss_adv_disc: 0.963609, lr_disc: 0.000010
+2023-03-24 19:23:13,610 - INFO - [Train] step: 83499, loss_mpn: 0.020541, loss_rec: 0.050678, loss_semantic: 0.754448, loss_idmrf: 4.211279, loss_adv_gen: -167.207184, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:23:45,566 - INFO - [Train] step: 83599, loss_adv_disc: 1.065589, lr_disc: 0.000010
+2023-03-24 19:23:45,779 - INFO - [Train] step: 83599, loss_mpn: 0.016601, loss_rec: 0.070152, loss_semantic: 0.766105, loss_idmrf: 2.475438, loss_adv_gen: -206.931488, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:24:17,966 - INFO - [Train] step: 83699, loss_adv_disc: -1.714737, lr_disc: 0.000010
+2023-03-24 19:24:18,182 - INFO - [Train] step: 83699, loss_mpn: 0.018234, loss_rec: 0.067310, loss_semantic: 0.809698, loss_idmrf: 4.067912, loss_adv_gen: -152.085129, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:24:49,922 - INFO - [Train] step: 83799, loss_adv_disc: 0.593402, lr_disc: 0.000010
+2023-03-24 19:24:50,132 - INFO - [Train] step: 83799, loss_mpn: 0.013947, loss_rec: 0.040857, loss_semantic: 0.556963, loss_idmrf: 2.207760, loss_adv_gen: -142.773758, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:25:21,781 - INFO - [Train] step: 83899, loss_adv_disc: 2.454585, lr_disc: 0.000010
+2023-03-24 19:25:21,988 - INFO - [Train] step: 83899, loss_mpn: 0.015594, loss_rec: 0.046984, loss_semantic: 0.601641, loss_idmrf: 2.496615, loss_adv_gen: -138.582611, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:25:53,810 - INFO - [Train] step: 83999, loss_adv_disc: -9.891959, lr_disc: 0.000010
+2023-03-24 19:25:54,028 - INFO - [Train] step: 83999, loss_mpn: 0.018589, loss_rec: 0.109300, loss_semantic: 0.929845, loss_idmrf: 9.774325, loss_adv_gen: -164.591431, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:26:46,540 - INFO - [Eval] step: 83999, bce: 0.055493, psnr: 22.779375, ssim: 0.790115, lpips: 0.172643
+2023-03-24 19:27:22,574 - INFO - [Train] step: 84099, loss_adv_disc: 2.078943, lr_disc: 0.000010
+2023-03-24 19:27:22,787 - INFO - [Train] step: 84099, loss_mpn: 0.011272, loss_rec: 0.059722, loss_semantic: 0.690272, loss_idmrf: 2.419443, loss_adv_gen: -254.410614, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:27:54,345 - INFO - [Train] step: 84199, loss_adv_disc: 1.779383, lr_disc: 0.000010
+2023-03-24 19:27:54,555 - INFO - [Train] step: 84199, loss_mpn: 0.031907, loss_rec: 0.073210, loss_semantic: 0.819607, loss_idmrf: 2.903635, loss_adv_gen: -150.021484, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:28:26,165 - INFO - [Train] step: 84299, loss_adv_disc: -7.209239, lr_disc: 0.000010
+2023-03-24 19:28:26,376 - INFO - [Train] step: 84299, loss_mpn: 0.020836, loss_rec: 0.071135, loss_semantic: 0.830675, loss_idmrf: 6.229226, loss_adv_gen: -139.979843, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:28:58,262 - INFO - [Train] step: 84399, loss_adv_disc: -3.027357, lr_disc: 0.000010
+2023-03-24 19:28:58,471 - INFO - [Train] step: 84399, loss_mpn: 0.031860, loss_rec: 0.092382, loss_semantic: 0.881350, loss_idmrf: 5.627857, loss_adv_gen: -156.960999, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:29:30,578 - INFO - [Train] step: 84499, loss_adv_disc: -3.227039, lr_disc: 0.000010
+2023-03-24 19:29:30,789 - INFO - [Train] step: 84499, loss_mpn: 0.014716, loss_rec: 0.058940, loss_semantic: 0.625311, loss_idmrf: 4.426591, loss_adv_gen: -133.254028, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:30:03,137 - INFO - [Train] step: 84599, loss_adv_disc: 1.305709, lr_disc: 0.000010
+2023-03-24 19:30:03,348 - INFO - [Train] step: 84599, loss_mpn: 0.012050, loss_rec: 0.044583, loss_semantic: 0.604944, loss_idmrf: 3.059731, loss_adv_gen: -155.750916, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:30:35,702 - INFO - [Train] step: 84699, loss_adv_disc: -1.037321, lr_disc: 0.000010
+2023-03-24 19:30:35,919 - INFO - [Train] step: 84699, loss_mpn: 0.032741, loss_rec: 0.107030, loss_semantic: 1.186565, loss_idmrf: 8.071512, loss_adv_gen: -142.155853, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:31:07,683 - INFO - [Train] step: 84799, loss_adv_disc: 4.287724, lr_disc: 0.000010
+2023-03-24 19:31:07,906 - INFO - [Train] step: 84799, loss_mpn: 0.011235, loss_rec: 0.071783, loss_semantic: 0.794908, loss_idmrf: 2.905534, loss_adv_gen: -223.861694, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:31:39,187 - INFO - [Train] step: 84899, loss_adv_disc: -2.821795, lr_disc: 0.000010
+2023-03-24 19:31:39,405 - INFO - [Train] step: 84899, loss_mpn: 0.013338, loss_rec: 0.042690, loss_semantic: 0.626104, loss_idmrf: 4.704649, loss_adv_gen: -98.242546, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:32:11,340 - INFO - [Train] step: 84999, loss_adv_disc: 2.987045, lr_disc: 0.000010
+2023-03-24 19:32:11,556 - INFO - [Train] step: 84999, loss_mpn: 0.021726, loss_rec: 0.088892, loss_semantic: 0.878115, loss_idmrf: 3.595949, loss_adv_gen: -212.672867, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:33:04,006 - INFO - [Eval] step: 84999, bce: 0.057673, psnr: 22.756111, ssim: 0.790308, lpips: 0.171624
+2023-03-24 19:33:39,885 - INFO - [Train] step: 85099, loss_adv_disc: 3.064999, lr_disc: 0.000010
+2023-03-24 19:33:40,088 - INFO - [Train] step: 85099, loss_mpn: 0.040111, loss_rec: 0.105211, loss_semantic: 1.128698, loss_idmrf: 4.461654, loss_adv_gen: -197.839645, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:34:11,614 - INFO - [Train] step: 85199, loss_adv_disc: -3.060715, lr_disc: 0.000010
+2023-03-24 19:34:11,825 - INFO - [Train] step: 85199, loss_mpn: 0.033501, loss_rec: 0.059745, loss_semantic: 0.713841, loss_idmrf: 7.609761, loss_adv_gen: -163.394775, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:34:44,021 - INFO - [Train] step: 85299, loss_adv_disc: -0.501896, lr_disc: 0.000010
+2023-03-24 19:34:44,224 - INFO - [Train] step: 85299, loss_mpn: 0.019915, loss_rec: 0.073414, loss_semantic: 0.728140, loss_idmrf: 3.052345, loss_adv_gen: -194.233032, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:35:16,194 - INFO - [Train] step: 85399, loss_adv_disc: -2.226493, lr_disc: 0.000010
+2023-03-24 19:35:16,405 - INFO - [Train] step: 85399, loss_mpn: 0.038003, loss_rec: 0.107586, loss_semantic: 1.059335, loss_idmrf: 4.699681, loss_adv_gen: -190.183868, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:35:48,322 - INFO - [Train] step: 85499, loss_adv_disc: 3.611829, lr_disc: 0.000010
+2023-03-24 19:35:48,528 - INFO - [Train] step: 85499, loss_mpn: 0.013099, loss_rec: 0.067031, loss_semantic: 0.790059, loss_idmrf: 3.756897, loss_adv_gen: -153.106003, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:36:21,291 - INFO - [Train] step: 85599, loss_adv_disc: -7.868836, lr_disc: 0.000010
+2023-03-24 19:36:21,493 - INFO - [Train] step: 85599, loss_mpn: 0.012374, loss_rec: 0.034622, loss_semantic: 0.452443, loss_idmrf: 3.863007, loss_adv_gen: -87.360367, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:36:53,474 - INFO - [Train] step: 85699, loss_adv_disc: 1.685506, lr_disc: 0.000010
+2023-03-24 19:36:53,686 - INFO - [Train] step: 85699, loss_mpn: 0.007811, loss_rec: 0.055347, loss_semantic: 0.534265, loss_idmrf: 1.434665, loss_adv_gen: -188.485916, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:37:25,817 - INFO - [Train] step: 85799, loss_adv_disc: 1.721590, lr_disc: 0.000010
+2023-03-24 19:37:26,025 - INFO - [Train] step: 85799, loss_mpn: 0.019498, loss_rec: 0.059424, loss_semantic: 0.666908, loss_idmrf: 3.191796, loss_adv_gen: -143.972107, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:37:57,408 - INFO - [Train] step: 85899, loss_adv_disc: -0.028319, lr_disc: 0.000010
+2023-03-24 19:37:57,616 - INFO - [Train] step: 85899, loss_mpn: 0.007297, loss_rec: 0.024935, loss_semantic: 0.441434, loss_idmrf: 2.708924, loss_adv_gen: -99.413559, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:38:29,650 - INFO - [Train] step: 85999, loss_adv_disc: -5.378235, lr_disc: 0.000010
+2023-03-24 19:38:29,861 - INFO - [Train] step: 85999, loss_mpn: 0.017147, loss_rec: 0.037923, loss_semantic: 0.504193, loss_idmrf: 4.841286, loss_adv_gen: -107.321487, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:39:22,773 - INFO - [Eval] step: 85999, bce: 0.055878, psnr: 22.834496, ssim: 0.792424, lpips: 0.170712
+2023-03-24 19:39:58,280 - INFO - [Train] step: 86099, loss_adv_disc: -1.206976, lr_disc: 0.000010
+2023-03-24 19:39:58,499 - INFO - [Train] step: 86099, loss_mpn: 0.012274, loss_rec: 0.051956, loss_semantic: 0.477653, loss_idmrf: 2.816324, loss_adv_gen: -120.535385, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:40:30,040 - INFO - [Train] step: 86199, loss_adv_disc: -3.394760, lr_disc: 0.000010
+2023-03-24 19:40:30,254 - INFO - [Train] step: 86199, loss_mpn: 0.013118, loss_rec: 0.074271, loss_semantic: 0.787080, loss_idmrf: 3.364893, loss_adv_gen: -197.122101, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:41:02,287 - INFO - [Train] step: 86299, loss_adv_disc: -2.303592, lr_disc: 0.000010
+2023-03-24 19:41:02,494 - INFO - [Train] step: 86299, loss_mpn: 0.047297, loss_rec: 0.134744, loss_semantic: 1.195862, loss_idmrf: 6.396167, loss_adv_gen: -155.318283, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:41:34,003 - INFO - [Train] step: 86399, loss_adv_disc: 2.330482, lr_disc: 0.000010
+2023-03-24 19:41:34,207 - INFO - [Train] step: 86399, loss_mpn: 0.031636, loss_rec: 0.129195, loss_semantic: 1.388729, loss_idmrf: 7.102429, loss_adv_gen: -200.800247, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:42:06,381 - INFO - [Train] step: 86499, loss_adv_disc: -1.713305, lr_disc: 0.000010
+2023-03-24 19:42:06,591 - INFO - [Train] step: 86499, loss_mpn: 0.023237, loss_rec: 0.101098, loss_semantic: 1.087244, loss_idmrf: 5.493307, loss_adv_gen: -193.866180, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:42:39,351 - INFO - [Train] step: 86599, loss_adv_disc: -0.396011, lr_disc: 0.000010
+2023-03-24 19:42:39,560 - INFO - [Train] step: 86599, loss_mpn: 0.039664, loss_rec: 0.062928, loss_semantic: 0.895741, loss_idmrf: 7.037523, loss_adv_gen: -93.461517, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:43:10,632 - INFO - [Train] step: 86699, loss_adv_disc: -9.740561, lr_disc: 0.000010
+2023-03-24 19:43:10,843 - INFO - [Train] step: 86699, loss_mpn: 0.024291, loss_rec: 0.110837, loss_semantic: 1.225757, loss_idmrf: 7.358761, loss_adv_gen: -136.884506, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:43:42,283 - INFO - [Train] step: 86799, loss_adv_disc: -3.236420, lr_disc: 0.000010
+2023-03-24 19:43:42,491 - INFO - [Train] step: 86799, loss_mpn: 0.114124, loss_rec: 0.127737, loss_semantic: 0.968023, loss_idmrf: 6.439230, loss_adv_gen: -114.658096, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:44:14,510 - INFO - [Train] step: 86899, loss_adv_disc: -2.180091, lr_disc: 0.000010
+2023-03-24 19:44:14,717 - INFO - [Train] step: 86899, loss_mpn: 0.010389, loss_rec: 0.036439, loss_semantic: 0.455754, loss_idmrf: 2.730466, loss_adv_gen: -93.837746, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:44:46,236 - INFO - [Train] step: 86999, loss_adv_disc: -2.049359, lr_disc: 0.000010
+2023-03-24 19:44:46,446 - INFO - [Train] step: 86999, loss_mpn: 0.023996, loss_rec: 0.085738, loss_semantic: 0.834396, loss_idmrf: 5.533038, loss_adv_gen: -127.715065, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:45:39,532 - INFO - [Eval] step: 86999, bce: 0.055966, psnr: 22.775339, ssim: 0.791077, lpips: 0.170952
+2023-03-24 19:46:15,243 - INFO - [Train] step: 87099, loss_adv_disc: -0.271287, lr_disc: 0.000010
+2023-03-24 19:46:15,465 - INFO - [Train] step: 87099, loss_mpn: 0.017737, loss_rec: 0.064844, loss_semantic: 0.781796, loss_idmrf: 3.446729, loss_adv_gen: -199.867218, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:46:47,583 - INFO - [Train] step: 87199, loss_adv_disc: 4.851471, lr_disc: 0.000010
+2023-03-24 19:46:47,791 - INFO - [Train] step: 87199, loss_mpn: 0.017357, loss_rec: 0.069961, loss_semantic: 0.676904, loss_idmrf: 3.773455, loss_adv_gen: -166.138397, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:47:19,814 - INFO - [Train] step: 87299, loss_adv_disc: -5.322239, lr_disc: 0.000010
+2023-03-24 19:47:20,032 - INFO - [Train] step: 87299, loss_mpn: 0.016441, loss_rec: 0.054168, loss_semantic: 0.755580, loss_idmrf: 3.077448, loss_adv_gen: -82.584557, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:47:51,767 - INFO - [Train] step: 87399, loss_adv_disc: -5.351099, lr_disc: 0.000010
+2023-03-24 19:47:51,991 - INFO - [Train] step: 87399, loss_mpn: 0.113483, loss_rec: 0.156813, loss_semantic: 1.331741, loss_idmrf: 6.746145, loss_adv_gen: -193.357727, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:48:24,400 - INFO - [Train] step: 87499, loss_adv_disc: -2.842537, lr_disc: 0.000010
+2023-03-24 19:48:24,596 - INFO - [Train] step: 87499, loss_mpn: 0.041288, loss_rec: 0.149426, loss_semantic: 1.375691, loss_idmrf: 5.462539, loss_adv_gen: -218.701141, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:48:56,620 - INFO - [Train] step: 87599, loss_adv_disc: -9.886198, lr_disc: 0.000010
+2023-03-24 19:48:56,836 - INFO - [Train] step: 87599, loss_mpn: 0.047669, loss_rec: 0.136890, loss_semantic: 1.175054, loss_idmrf: 5.904978, loss_adv_gen: -154.717056, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:49:29,114 - INFO - [Train] step: 87699, loss_adv_disc: -1.200980, lr_disc: 0.000010
+2023-03-24 19:49:29,320 - INFO - [Train] step: 87699, loss_mpn: 0.032040, loss_rec: 0.074926, loss_semantic: 0.918422, loss_idmrf: 8.077791, loss_adv_gen: -150.178207, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:50:00,787 - INFO - [Train] step: 87799, loss_adv_disc: -4.433670, lr_disc: 0.000010
+2023-03-24 19:50:00,998 - INFO - [Train] step: 87799, loss_mpn: 0.015058, loss_rec: 0.052637, loss_semantic: 0.698115, loss_idmrf: 3.340250, loss_adv_gen: -164.713882, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:50:32,909 - INFO - [Train] step: 87899, loss_adv_disc: 5.962352, lr_disc: 0.000010
+2023-03-24 19:50:33,112 - INFO - [Train] step: 87899, loss_mpn: 0.045443, loss_rec: 0.096718, loss_semantic: 1.001196, loss_idmrf: 4.833426, loss_adv_gen: -207.178314, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:51:04,633 - INFO - [Train] step: 87999, loss_adv_disc: 0.384489, lr_disc: 0.000010
+2023-03-24 19:51:04,843 - INFO - [Train] step: 87999, loss_mpn: 0.031106, loss_rec: 0.074651, loss_semantic: 0.919903, loss_idmrf: 5.566041, loss_adv_gen: -162.812317, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:51:57,868 - INFO - [Eval] step: 87999, bce: 0.057253, psnr: 22.752945, ssim: 0.791143, lpips: 0.170710
+2023-03-24 19:52:33,834 - INFO - [Train] step: 88099, loss_adv_disc: -10.508703, lr_disc: 0.000010
+2023-03-24 19:52:34,043 - INFO - [Train] step: 88099, loss_mpn: 0.025204, loss_rec: 0.066661, loss_semantic: 0.761114, loss_idmrf: 4.207726, loss_adv_gen: -132.151230, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:53:05,904 - INFO - [Train] step: 88199, loss_adv_disc: 1.550866, lr_disc: 0.000010
+2023-03-24 19:53:06,114 - INFO - [Train] step: 88199, loss_mpn: 0.002539, loss_rec: 0.023172, loss_semantic: 0.355037, loss_idmrf: 1.137212, loss_adv_gen: -125.591064, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:53:37,509 - INFO - [Train] step: 88299, loss_adv_disc: 2.789633, lr_disc: 0.000010
+2023-03-24 19:53:37,720 - INFO - [Train] step: 88299, loss_mpn: 0.022336, loss_rec: 0.056500, loss_semantic: 0.796352, loss_idmrf: 4.761274, loss_adv_gen: -136.862579, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:54:09,908 - INFO - [Train] step: 88399, loss_adv_disc: -8.644455, lr_disc: 0.000010
+2023-03-24 19:54:10,118 - INFO - [Train] step: 88399, loss_mpn: 0.031814, loss_rec: 0.083220, loss_semantic: 0.959547, loss_idmrf: 5.087213, loss_adv_gen: -127.192070, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:54:42,550 - INFO - [Train] step: 88499, loss_adv_disc: -1.546417, lr_disc: 0.000010
+2023-03-24 19:54:42,764 - INFO - [Train] step: 88499, loss_mpn: 0.058220, loss_rec: 0.101344, loss_semantic: 1.143693, loss_idmrf: 12.178130, loss_adv_gen: -105.311005, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:55:14,698 - INFO - [Train] step: 88599, loss_adv_disc: 2.555170, lr_disc: 0.000010
+2023-03-24 19:55:14,904 - INFO - [Train] step: 88599, loss_mpn: 0.019118, loss_rec: 0.037034, loss_semantic: 0.586687, loss_idmrf: 3.416835, loss_adv_gen: -116.730408, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:55:46,759 - INFO - [Train] step: 88699, loss_adv_disc: 5.998746, lr_disc: 0.000010
+2023-03-24 19:55:46,967 - INFO - [Train] step: 88699, loss_mpn: 0.046636, loss_rec: 0.104727, loss_semantic: 0.997473, loss_idmrf: 6.597792, loss_adv_gen: -167.913208, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:56:19,200 - INFO - [Train] step: 88799, loss_adv_disc: 6.156481, lr_disc: 0.000010
+2023-03-24 19:56:19,410 - INFO - [Train] step: 88799, loss_mpn: 0.006695, loss_rec: 0.035194, loss_semantic: 0.507498, loss_idmrf: 1.661999, loss_adv_gen: -226.203888, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:56:51,193 - INFO - [Train] step: 88899, loss_adv_disc: -1.388215, lr_disc: 0.000010
+2023-03-24 19:56:51,402 - INFO - [Train] step: 88899, loss_mpn: 0.022732, loss_rec: 0.074477, loss_semantic: 0.783247, loss_idmrf: 6.631921, loss_adv_gen: -98.217331, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:57:23,467 - INFO - [Train] step: 88999, loss_adv_disc: 1.701142, lr_disc: 0.000010
+2023-03-24 19:57:23,673 - INFO - [Train] step: 88999, loss_mpn: 0.006270, loss_rec: 0.051195, loss_semantic: 0.692403, loss_idmrf: 2.119623, loss_adv_gen: -178.568024, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:58:16,402 - INFO - [Eval] step: 88999, bce: 0.055271, psnr: 22.768963, ssim: 0.791503, lpips: 0.171426
+2023-03-24 19:58:52,114 - INFO - [Train] step: 89099, loss_adv_disc: -3.401992, lr_disc: 0.000010
+2023-03-24 19:58:52,329 - INFO - [Train] step: 89099, loss_mpn: 0.034904, loss_rec: 0.087755, loss_semantic: 0.936746, loss_idmrf: 5.893882, loss_adv_gen: -131.630569, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:59:24,309 - INFO - [Train] step: 89199, loss_adv_disc: 2.673001, lr_disc: 0.000010
+2023-03-24 19:59:24,517 - INFO - [Train] step: 89199, loss_mpn: 0.031049, loss_rec: 0.039693, loss_semantic: 0.496369, loss_idmrf: 4.216702, loss_adv_gen: -130.006210, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:59:55,938 - INFO - [Train] step: 89299, loss_adv_disc: -12.186893, lr_disc: 0.000010
+2023-03-24 19:59:56,149 - INFO - [Train] step: 89299, loss_mpn: 0.050299, loss_rec: 0.121130, loss_semantic: 1.125321, loss_idmrf: 10.599485, loss_adv_gen: -140.710190, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:00:28,419 - INFO - [Train] step: 89399, loss_adv_disc: -0.332095, lr_disc: 0.000010
+2023-03-24 20:00:28,631 - INFO - [Train] step: 89399, loss_mpn: 0.030660, loss_rec: 0.113985, loss_semantic: 0.956989, loss_idmrf: 4.544629, loss_adv_gen: -137.251587, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:01:00,479 - INFO - [Train] step: 89499, loss_adv_disc: -0.604464, lr_disc: 0.000010
+2023-03-24 20:01:00,680 - INFO - [Train] step: 89499, loss_mpn: 0.006132, loss_rec: 0.054349, loss_semantic: 0.585446, loss_idmrf: 2.501661, loss_adv_gen: -140.880600, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:01:32,359 - INFO - [Train] step: 89599, loss_adv_disc: -0.993680, lr_disc: 0.000010
+2023-03-24 20:01:32,563 - INFO - [Train] step: 89599, loss_mpn: 0.021629, loss_rec: 0.065094, loss_semantic: 0.642776, loss_idmrf: 3.459209, loss_adv_gen: -169.199814, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:02:04,390 - INFO - [Train] step: 89699, loss_adv_disc: -1.820484, lr_disc: 0.000010
+2023-03-24 20:02:04,604 - INFO - [Train] step: 89699, loss_mpn: 0.022564, loss_rec: 0.090021, loss_semantic: 0.844711, loss_idmrf: 4.994437, loss_adv_gen: -167.328308, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:02:36,369 - INFO - [Train] step: 89799, loss_adv_disc: -2.372061, lr_disc: 0.000010
+2023-03-24 20:02:36,585 - INFO - [Train] step: 89799, loss_mpn: 0.028930, loss_rec: 0.100880, loss_semantic: 0.983444, loss_idmrf: 4.501080, loss_adv_gen: -183.497940, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:03:08,566 - INFO - [Train] step: 89899, loss_adv_disc: -0.945424, lr_disc: 0.000010
+2023-03-24 20:03:08,779 - INFO - [Train] step: 89899, loss_mpn: 0.026914, loss_rec: 0.131262, loss_semantic: 1.118044, loss_idmrf: 5.167223, loss_adv_gen: -157.522095, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:03:40,583 - INFO - [Train] step: 89999, loss_adv_disc: -11.292746, lr_disc: 0.000010
+2023-03-24 20:03:40,792 - INFO - [Train] step: 89999, loss_mpn: 0.032258, loss_rec: 0.097095, loss_semantic: 1.055097, loss_idmrf: 5.618343, loss_adv_gen: -154.555298, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:04:33,813 - INFO - [Eval] step: 89999, bce: 0.055092, psnr: 22.997883, ssim: 0.796571, lpips: 0.170965
+2023-03-24 20:05:09,552 - INFO - [Train] step: 90099, loss_adv_disc: 6.195994, lr_disc: 0.000010
+2023-03-24 20:05:09,760 - INFO - [Train] step: 90099, loss_mpn: 0.012727, loss_rec: 0.064513, loss_semantic: 0.764726, loss_idmrf: 3.551402, loss_adv_gen: -181.803528, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:05:41,453 - INFO - [Train] step: 90199, loss_adv_disc: 2.077853, lr_disc: 0.000010
+2023-03-24 20:05:41,641 - INFO - [Train] step: 90199, loss_mpn: 0.027024, loss_rec: 0.085192, loss_semantic: 0.861274, loss_idmrf: 3.347190, loss_adv_gen: -160.241989, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:06:13,700 - INFO - [Train] step: 90299, loss_adv_disc: -0.116663, lr_disc: 0.000010
+2023-03-24 20:06:13,909 - INFO - [Train] step: 90299, loss_mpn: 0.015212, loss_rec: 0.039596, loss_semantic: 0.579294, loss_idmrf: 2.762572, loss_adv_gen: -128.752197, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:06:46,254 - INFO - [Train] step: 90399, loss_adv_disc: -5.855783, lr_disc: 0.000010
+2023-03-24 20:06:46,467 - INFO - [Train] step: 90399, loss_mpn: 0.028186, loss_rec: 0.095754, loss_semantic: 1.029026, loss_idmrf: 6.020553, loss_adv_gen: -162.771637, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:07:18,085 - INFO - [Train] step: 90499, loss_adv_disc: 0.263492, lr_disc: 0.000010
+2023-03-24 20:07:18,296 - INFO - [Train] step: 90499, loss_mpn: 0.044033, loss_rec: 0.083359, loss_semantic: 0.991277, loss_idmrf: 6.286990, loss_adv_gen: -151.162613, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:07:50,250 - INFO - [Train] step: 90599, loss_adv_disc: 2.156875, lr_disc: 0.000010
+2023-03-24 20:07:50,457 - INFO - [Train] step: 90599, loss_mpn: 0.030248, loss_rec: 0.093445, loss_semantic: 1.063630, loss_idmrf: 5.607030, loss_adv_gen: -187.478394, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:08:22,138 - INFO - [Train] step: 90699, loss_adv_disc: -2.527750, lr_disc: 0.000010
+2023-03-24 20:08:22,344 - INFO - [Train] step: 90699, loss_mpn: 0.007541, loss_rec: 0.065847, loss_semantic: 0.716982, loss_idmrf: 2.594964, loss_adv_gen: -218.018753, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:08:53,995 - INFO - [Train] step: 90799, loss_adv_disc: 1.893400, lr_disc: 0.000010
+2023-03-24 20:08:54,205 - INFO - [Train] step: 90799, loss_mpn: 0.017444, loss_rec: 0.086916, loss_semantic: 0.825286, loss_idmrf: 4.936262, loss_adv_gen: -155.719070, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:09:26,018 - INFO - [Train] step: 90899, loss_adv_disc: 8.832849, lr_disc: 0.000010
+2023-03-24 20:09:26,231 - INFO - [Train] step: 90899, loss_mpn: 0.027724, loss_rec: 0.049524, loss_semantic: 0.613593, loss_idmrf: 7.876779, loss_adv_gen: -136.482864, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:09:58,158 - INFO - [Train] step: 90999, loss_adv_disc: 4.590817, lr_disc: 0.000010
+2023-03-24 20:09:58,362 - INFO - [Train] step: 90999, loss_mpn: 0.013879, loss_rec: 0.065408, loss_semantic: 0.761264, loss_idmrf: 3.009767, loss_adv_gen: -179.046768, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:10:51,030 - INFO - [Eval] step: 90999, bce: 0.056286, psnr: 22.715919, ssim: 0.790920, lpips: 0.170906
+2023-03-24 20:11:26,415 - INFO - [Train] step: 91099, loss_adv_disc: -3.045560, lr_disc: 0.000010
+2023-03-24 20:11:26,624 - INFO - [Train] step: 91099, loss_mpn: 0.018381, loss_rec: 0.055471, loss_semantic: 0.621518, loss_idmrf: 4.553999, loss_adv_gen: -132.836563, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:11:58,468 - INFO - [Train] step: 91199, loss_adv_disc: 1.666694, lr_disc: 0.000010
+2023-03-24 20:11:58,676 - INFO - [Train] step: 91199, loss_mpn: 0.016596, loss_rec: 0.066867, loss_semantic: 0.660215, loss_idmrf: 2.983678, loss_adv_gen: -182.184631, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:12:30,228 - INFO - [Train] step: 91299, loss_adv_disc: 0.661507, lr_disc: 0.000010
+2023-03-24 20:12:30,438 - INFO - [Train] step: 91299, loss_mpn: 0.007594, loss_rec: 0.046194, loss_semantic: 0.592430, loss_idmrf: 1.430857, loss_adv_gen: -206.733643, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:13:02,503 - INFO - [Train] step: 91399, loss_adv_disc: -1.338601, lr_disc: 0.000010
+2023-03-24 20:13:02,711 - INFO - [Train] step: 91399, loss_mpn: 0.059938, loss_rec: 0.155365, loss_semantic: 1.252280, loss_idmrf: 7.675098, loss_adv_gen: -178.041840, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:13:34,731 - INFO - [Train] step: 91499, loss_adv_disc: 0.168436, lr_disc: 0.000010
+2023-03-24 20:13:34,938 - INFO - [Train] step: 91499, loss_mpn: 0.026880, loss_rec: 0.077510, loss_semantic: 0.826612, loss_idmrf: 4.917894, loss_adv_gen: -132.150772, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:14:06,705 - INFO - [Train] step: 91599, loss_adv_disc: -4.708452, lr_disc: 0.000010
+2023-03-24 20:14:06,917 - INFO - [Train] step: 91599, loss_mpn: 0.029000, loss_rec: 0.083273, loss_semantic: 0.913897, loss_idmrf: 5.704293, loss_adv_gen: -168.988342, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:14:38,576 - INFO - [Train] step: 91699, loss_adv_disc: -1.656181, lr_disc: 0.000010
+2023-03-24 20:14:38,786 - INFO - [Train] step: 91699, loss_mpn: 0.030238, loss_rec: 0.101048, loss_semantic: 1.075876, loss_idmrf: 7.270993, loss_adv_gen: -189.881760, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:15:10,487 - INFO - [Train] step: 91799, loss_adv_disc: -4.207458, lr_disc: 0.000010
+2023-03-24 20:15:10,694 - INFO - [Train] step: 91799, loss_mpn: 0.010140, loss_rec: 0.045493, loss_semantic: 0.584265, loss_idmrf: 3.133186, loss_adv_gen: -114.999756, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:15:42,386 - INFO - [Train] step: 91899, loss_adv_disc: -4.280107, lr_disc: 0.000010
+2023-03-24 20:15:42,592 - INFO - [Train] step: 91899, loss_mpn: 0.009736, loss_rec: 0.056878, loss_semantic: 0.673989, loss_idmrf: 2.737839, loss_adv_gen: -151.442245, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:16:13,995 - INFO - [Train] step: 91999, loss_adv_disc: 2.728975, lr_disc: 0.000010
+2023-03-24 20:16:14,205 - INFO - [Train] step: 91999, loss_mpn: 0.021890, loss_rec: 0.077781, loss_semantic: 0.791452, loss_idmrf: 2.936565, loss_adv_gen: -198.448120, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:17:06,718 - INFO - [Eval] step: 91999, bce: 0.055943, psnr: 22.674578, ssim: 0.788341, lpips: 0.171352
+2023-03-24 20:17:42,564 - INFO - [Train] step: 92099, loss_adv_disc: 1.504457, lr_disc: 0.000010
+2023-03-24 20:17:42,775 - INFO - [Train] step: 92099, loss_mpn: 0.043476, loss_rec: 0.108041, loss_semantic: 1.149067, loss_idmrf: 5.352035, loss_adv_gen: -170.782944, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:18:14,476 - INFO - [Train] step: 92199, loss_adv_disc: -12.259837, lr_disc: 0.000010
+2023-03-24 20:18:14,689 - INFO - [Train] step: 92199, loss_mpn: 0.034505, loss_rec: 0.145096, loss_semantic: 1.218786, loss_idmrf: 6.671046, loss_adv_gen: -176.179657, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:18:46,708 - INFO - [Train] step: 92299, loss_adv_disc: -2.086652, lr_disc: 0.000010
+2023-03-24 20:18:46,912 - INFO - [Train] step: 92299, loss_mpn: 0.025201, loss_rec: 0.036648, loss_semantic: 0.482699, loss_idmrf: 3.979255, loss_adv_gen: -75.853439, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:19:18,954 - INFO - [Train] step: 92399, loss_adv_disc: -3.020768, lr_disc: 0.000010
+2023-03-24 20:19:19,162 - INFO - [Train] step: 92399, loss_mpn: 0.020264, loss_rec: 0.046556, loss_semantic: 0.639543, loss_idmrf: 4.789294, loss_adv_gen: -107.042007, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:19:50,639 - INFO - [Train] step: 92499, loss_adv_disc: 1.039384, lr_disc: 0.000010
+2023-03-24 20:19:50,844 - INFO - [Train] step: 92499, loss_mpn: 0.028833, loss_rec: 0.086514, loss_semantic: 0.849169, loss_idmrf: 4.035691, loss_adv_gen: -178.731888, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:20:22,194 - INFO - [Train] step: 92599, loss_adv_disc: -4.036609, lr_disc: 0.000010
+2023-03-24 20:20:22,404 - INFO - [Train] step: 92599, loss_mpn: 0.028131, loss_rec: 0.144148, loss_semantic: 1.146373, loss_idmrf: 5.136359, loss_adv_gen: -224.050613, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:20:54,473 - INFO - [Train] step: 92699, loss_adv_disc: -2.292236, lr_disc: 0.000010
+2023-03-24 20:20:54,679 - INFO - [Train] step: 92699, loss_mpn: 0.024732, loss_rec: 0.085339, loss_semantic: 0.821368, loss_idmrf: 5.297288, loss_adv_gen: -178.947830, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:21:26,487 - INFO - [Train] step: 92799, loss_adv_disc: 2.081941, lr_disc: 0.000010
+2023-03-24 20:21:26,693 - INFO - [Train] step: 92799, loss_mpn: 0.006016, loss_rec: 0.022500, loss_semantic: 0.386414, loss_idmrf: 1.500186, loss_adv_gen: -159.726608, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:21:57,763 - INFO - [Train] step: 92899, loss_adv_disc: -4.833278, lr_disc: 0.000010
+2023-03-24 20:21:57,977 - INFO - [Train] step: 92899, loss_mpn: 0.032227, loss_rec: 0.071031, loss_semantic: 0.778500, loss_idmrf: 4.916857, loss_adv_gen: -119.734070, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:22:29,952 - INFO - [Train] step: 92999, loss_adv_disc: -3.239127, lr_disc: 0.000010
+2023-03-24 20:22:30,156 - INFO - [Train] step: 92999, loss_mpn: 0.045995, loss_rec: 0.131090, loss_semantic: 1.253671, loss_idmrf: 6.866772, loss_adv_gen: -178.356110, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:23:23,142 - INFO - [Eval] step: 92999, bce: 0.054961, psnr: 22.884212, ssim: 0.794625, lpips: 0.169522
+2023-03-24 20:23:58,643 - INFO - [Train] step: 93099, loss_adv_disc: 3.432145, lr_disc: 0.000010
+2023-03-24 20:23:58,848 - INFO - [Train] step: 93099, loss_mpn: 0.012089, loss_rec: 0.067126, loss_semantic: 0.634391, loss_idmrf: 1.834888, loss_adv_gen: -197.705109, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:24:30,259 - INFO - [Train] step: 93199, loss_adv_disc: -8.131122, lr_disc: 0.000010
+2023-03-24 20:24:30,470 - INFO - [Train] step: 93199, loss_mpn: 0.022431, loss_rec: 0.116317, loss_semantic: 1.124647, loss_idmrf: 5.000897, loss_adv_gen: -187.485519, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:25:02,540 - INFO - [Train] step: 93299, loss_adv_disc: 1.132410, lr_disc: 0.000010
+2023-03-24 20:25:02,743 - INFO - [Train] step: 93299, loss_mpn: 0.014517, loss_rec: 0.068734, loss_semantic: 0.752789, loss_idmrf: 5.070059, loss_adv_gen: -162.260666, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:25:34,709 - INFO - [Train] step: 93399, loss_adv_disc: 2.225356, lr_disc: 0.000010
+2023-03-24 20:25:34,921 - INFO - [Train] step: 93399, loss_mpn: 0.014891, loss_rec: 0.066137, loss_semantic: 0.689418, loss_idmrf: 2.227677, loss_adv_gen: -195.387039, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:26:06,912 - INFO - [Train] step: 93499, loss_adv_disc: -5.841268, lr_disc: 0.000010
+2023-03-24 20:26:07,120 - INFO - [Train] step: 93499, loss_mpn: 0.024985, loss_rec: 0.060020, loss_semantic: 0.682517, loss_idmrf: 3.457728, loss_adv_gen: -190.018814, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:26:39,134 - INFO - [Train] step: 93599, loss_adv_disc: 2.806667, lr_disc: 0.000010
+2023-03-24 20:26:39,352 - INFO - [Train] step: 93599, loss_mpn: 0.010271, loss_rec: 0.047073, loss_semantic: 0.568385, loss_idmrf: 1.768602, loss_adv_gen: -174.391495, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:27:11,025 - INFO - [Train] step: 93699, loss_adv_disc: 2.259276, lr_disc: 0.000010
+2023-03-24 20:27:11,238 - INFO - [Train] step: 93699, loss_mpn: 0.038317, loss_rec: 0.148755, loss_semantic: 1.230273, loss_idmrf: 6.112991, loss_adv_gen: -164.472031, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:27:43,149 - INFO - [Train] step: 93799, loss_adv_disc: -5.713636, lr_disc: 0.000010
+2023-03-24 20:27:43,360 - INFO - [Train] step: 93799, loss_mpn: 0.041766, loss_rec: 0.088311, loss_semantic: 0.995099, loss_idmrf: 5.850507, loss_adv_gen: -172.391464, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:28:15,567 - INFO - [Train] step: 93899, loss_adv_disc: -13.706676, lr_disc: 0.000010
+2023-03-24 20:28:15,777 - INFO - [Train] step: 93899, loss_mpn: 0.036014, loss_rec: 0.137636, loss_semantic: 1.221670, loss_idmrf: 4.732845, loss_adv_gen: -173.888626, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:28:46,917 - INFO - [Train] step: 93999, loss_adv_disc: 0.702453, lr_disc: 0.000010
+2023-03-24 20:28:47,121 - INFO - [Train] step: 93999, loss_mpn: 0.022952, loss_rec: 0.080375, loss_semantic: 0.858600, loss_idmrf: 3.684488, loss_adv_gen: -160.385071, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:29:40,601 - INFO - [Eval] step: 93999, bce: 0.054597, psnr: 22.838753, ssim: 0.794158, lpips: 0.169870
+2023-03-24 20:30:15,864 - INFO - [Train] step: 94099, loss_adv_disc: -5.337641, lr_disc: 0.000010
+2023-03-24 20:30:16,079 - INFO - [Train] step: 94099, loss_mpn: 0.033908, loss_rec: 0.119395, loss_semantic: 1.268544, loss_idmrf: 6.593948, loss_adv_gen: -188.942078, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:30:48,199 - INFO - [Train] step: 94199, loss_adv_disc: -6.585651, lr_disc: 0.000010
+2023-03-24 20:30:48,405 - INFO - [Train] step: 94199, loss_mpn: 0.059267, loss_rec: 0.110866, loss_semantic: 0.976971, loss_idmrf: 7.646123, loss_adv_gen: -144.084045, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:31:21,145 - INFO - [Train] step: 94299, loss_adv_disc: -0.459110, lr_disc: 0.000010
+2023-03-24 20:31:21,354 - INFO - [Train] step: 94299, loss_mpn: 0.050609, loss_rec: 0.093271, loss_semantic: 1.007059, loss_idmrf: 6.462054, loss_adv_gen: -157.352020, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:31:53,051 - INFO - [Train] step: 94399, loss_adv_disc: 0.224788, lr_disc: 0.000010
+2023-03-24 20:31:53,262 - INFO - [Train] step: 94399, loss_mpn: 0.009168, loss_rec: 0.082867, loss_semantic: 0.798905, loss_idmrf: 3.069935, loss_adv_gen: -194.273010, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:32:25,131 - INFO - [Train] step: 94499, loss_adv_disc: -4.284673, lr_disc: 0.000010
+2023-03-24 20:32:25,336 - INFO - [Train] step: 94499, loss_mpn: 0.021575, loss_rec: 0.082928, loss_semantic: 0.746406, loss_idmrf: 4.998652, loss_adv_gen: -135.786697, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:32:57,375 - INFO - [Train] step: 94599, loss_adv_disc: -12.799000, lr_disc: 0.000010
+2023-03-24 20:32:57,584 - INFO - [Train] step: 94599, loss_mpn: 0.055531, loss_rec: 0.132487, loss_semantic: 1.099404, loss_idmrf: 6.821572, loss_adv_gen: -159.538940, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:33:29,424 - INFO - [Train] step: 94699, loss_adv_disc: 2.319906, lr_disc: 0.000010
+2023-03-24 20:33:29,628 - INFO - [Train] step: 94699, loss_mpn: 0.004816, loss_rec: 0.029932, loss_semantic: 0.458155, loss_idmrf: 1.108656, loss_adv_gen: -181.441803, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:34:01,150 - INFO - [Train] step: 94799, loss_adv_disc: -0.811713, lr_disc: 0.000010
+2023-03-24 20:34:01,361 - INFO - [Train] step: 94799, loss_mpn: 0.034774, loss_rec: 0.075049, loss_semantic: 0.977711, loss_idmrf: 8.031178, loss_adv_gen: -166.702789, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:34:33,603 - INFO - [Train] step: 94899, loss_adv_disc: -3.990349, lr_disc: 0.000010
+2023-03-24 20:34:33,819 - INFO - [Train] step: 94899, loss_mpn: 0.032736, loss_rec: 0.077450, loss_semantic: 0.825383, loss_idmrf: 6.974240, loss_adv_gen: -108.241257, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:35:05,705 - INFO - [Train] step: 94999, loss_adv_disc: 0.305004, lr_disc: 0.000010
+2023-03-24 20:35:05,917 - INFO - [Train] step: 94999, loss_mpn: 0.004189, loss_rec: 0.024781, loss_semantic: 0.391170, loss_idmrf: 2.149975, loss_adv_gen: -152.493347, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:35:59,512 - INFO - [Eval] step: 94999, bce: 0.054498, psnr: 22.920364, ssim: 0.794419, lpips: 0.170853
+2023-03-24 20:36:35,346 - INFO - [Train] step: 95099, loss_adv_disc: -19.604557, lr_disc: 0.000010
+2023-03-24 20:36:35,553 - INFO - [Train] step: 95099, loss_mpn: 0.192714, loss_rec: 0.215133, loss_semantic: 1.583288, loss_idmrf: 7.320071, loss_adv_gen: -186.666382, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:37:08,357 - INFO - [Train] step: 95199, loss_adv_disc: 4.827296, lr_disc: 0.000010
+2023-03-24 20:37:08,564 - INFO - [Train] step: 95199, loss_mpn: 0.013159, loss_rec: 0.038550, loss_semantic: 0.507060, loss_idmrf: 2.710581, loss_adv_gen: -174.643997, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:37:40,406 - INFO - [Train] step: 95299, loss_adv_disc: -3.923809, lr_disc: 0.000010
+2023-03-24 20:37:40,619 - INFO - [Train] step: 95299, loss_mpn: 0.040439, loss_rec: 0.110920, loss_semantic: 1.026577, loss_idmrf: 5.391834, loss_adv_gen: -191.904327, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:38:11,890 - INFO - [Train] step: 95399, loss_adv_disc: -1.543183, lr_disc: 0.000010
+2023-03-24 20:38:12,100 - INFO - [Train] step: 95399, loss_mpn: 0.056612, loss_rec: 0.145594, loss_semantic: 1.319448, loss_idmrf: 7.229868, loss_adv_gen: -168.354050, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:38:43,947 - INFO - [Train] step: 95499, loss_adv_disc: 8.976213, lr_disc: 0.000010
+2023-03-24 20:38:44,153 - INFO - [Train] step: 95499, loss_mpn: 0.019333, loss_rec: 0.057458, loss_semantic: 0.677688, loss_idmrf: 3.040649, loss_adv_gen: -199.082916, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:39:15,925 - INFO - [Train] step: 95599, loss_adv_disc: 0.447318, lr_disc: 0.000010
+2023-03-24 20:39:16,130 - INFO - [Train] step: 95599, loss_mpn: 0.021796, loss_rec: 0.125637, loss_semantic: 1.024312, loss_idmrf: 5.664319, loss_adv_gen: -173.094437, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:39:47,823 - INFO - [Train] step: 95699, loss_adv_disc: 1.489278, lr_disc: 0.000010
+2023-03-24 20:39:48,026 - INFO - [Train] step: 95699, loss_mpn: 0.008592, loss_rec: 0.053201, loss_semantic: 0.588749, loss_idmrf: 2.169893, loss_adv_gen: -180.455215, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:40:19,867 - INFO - [Train] step: 95799, loss_adv_disc: 2.189951, lr_disc: 0.000010
+2023-03-24 20:40:20,075 - INFO - [Train] step: 95799, loss_mpn: 0.044982, loss_rec: 0.109438, loss_semantic: 1.373365, loss_idmrf: 10.535275, loss_adv_gen: -149.666824, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:40:52,042 - INFO - [Train] step: 95899, loss_adv_disc: 4.348226, lr_disc: 0.000010
+2023-03-24 20:40:52,260 - INFO - [Train] step: 95899, loss_mpn: 0.021382, loss_rec: 0.041443, loss_semantic: 0.536991, loss_idmrf: 3.745454, loss_adv_gen: -127.850159, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:41:23,922 - INFO - [Train] step: 95999, loss_adv_disc: -1.331299, lr_disc: 0.000010
+2023-03-24 20:41:24,127 - INFO - [Train] step: 95999, loss_mpn: 0.019704, loss_rec: 0.076068, loss_semantic: 1.006250, loss_idmrf: 3.958282, loss_adv_gen: -166.258026, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:42:16,616 - INFO - [Eval] step: 95999, bce: 0.055796, psnr: 22.943007, ssim: 0.795996, lpips: 0.169912
+2023-03-24 20:42:52,168 - INFO - [Train] step: 96099, loss_adv_disc: 1.809000, lr_disc: 0.000010
+2023-03-24 20:42:52,372 - INFO - [Train] step: 96099, loss_mpn: 0.009431, loss_rec: 0.043833, loss_semantic: 0.562724, loss_idmrf: 3.530734, loss_adv_gen: -153.100388, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:43:24,716 - INFO - [Train] step: 96199, loss_adv_disc: -11.184525, lr_disc: 0.000010
+2023-03-24 20:43:24,938 - INFO - [Train] step: 96199, loss_mpn: 0.047857, loss_rec: 0.100657, loss_semantic: 1.051060, loss_idmrf: 7.518985, loss_adv_gen: -121.750053, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:43:56,236 - INFO - [Train] step: 96299, loss_adv_disc: 4.862024, lr_disc: 0.000010
+2023-03-24 20:43:56,442 - INFO - [Train] step: 96299, loss_mpn: 0.030113, loss_rec: 0.056342, loss_semantic: 0.704814, loss_idmrf: 5.408954, loss_adv_gen: -144.107513, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:44:28,498 - INFO - [Train] step: 96399, loss_adv_disc: 3.600965, lr_disc: 0.000010
+2023-03-24 20:44:28,705 - INFO - [Train] step: 96399, loss_mpn: 0.017008, loss_rec: 0.070905, loss_semantic: 0.758223, loss_idmrf: 3.952826, loss_adv_gen: -146.092117, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:45:00,367 - INFO - [Train] step: 96499, loss_adv_disc: -0.512360, lr_disc: 0.000010
+2023-03-24 20:45:00,578 - INFO - [Train] step: 96499, loss_mpn: 0.017120, loss_rec: 0.080308, loss_semantic: 0.863262, loss_idmrf: 3.979465, loss_adv_gen: -208.089737, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:45:32,237 - INFO - [Train] step: 96599, loss_adv_disc: -3.720500, lr_disc: 0.000010
+2023-03-24 20:45:32,449 - INFO - [Train] step: 96599, loss_mpn: 0.022532, loss_rec: 0.076782, loss_semantic: 0.873356, loss_idmrf: 4.968550, loss_adv_gen: -176.912872, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:46:04,431 - INFO - [Train] step: 96699, loss_adv_disc: -5.891571, lr_disc: 0.000010
+2023-03-24 20:46:04,646 - INFO - [Train] step: 96699, loss_mpn: 0.023372, loss_rec: 0.113248, loss_semantic: 1.120670, loss_idmrf: 4.093727, loss_adv_gen: -194.707245, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:46:36,671 - INFO - [Train] step: 96799, loss_adv_disc: 2.420990, lr_disc: 0.000010
+2023-03-24 20:46:36,874 - INFO - [Train] step: 96799, loss_mpn: 0.037754, loss_rec: 0.096835, loss_semantic: 1.160914, loss_idmrf: 5.868503, loss_adv_gen: -126.501999, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:47:08,495 - INFO - [Train] step: 96899, loss_adv_disc: -7.215108, lr_disc: 0.000010
+2023-03-24 20:47:08,705 - INFO - [Train] step: 96899, loss_mpn: 0.026247, loss_rec: 0.088718, loss_semantic: 1.147397, loss_idmrf: 6.619207, loss_adv_gen: -121.902893, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:47:39,745 - INFO - [Train] step: 96999, loss_adv_disc: -8.176602, lr_disc: 0.000010
+2023-03-24 20:47:39,951 - INFO - [Train] step: 96999, loss_mpn: 0.034705, loss_rec: 0.074145, loss_semantic: 0.866470, loss_idmrf: 6.409287, loss_adv_gen: -122.029541, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:48:33,794 - INFO - [Eval] step: 96999, bce: 0.058392, psnr: 22.828793, ssim: 0.793559, lpips: 0.169394
+2023-03-24 20:49:09,948 - INFO - [Train] step: 97099, loss_adv_disc: -1.259688, lr_disc: 0.000010
+2023-03-24 20:49:10,160 - INFO - [Train] step: 97099, loss_mpn: 0.028764, loss_rec: 0.070967, loss_semantic: 0.809122, loss_idmrf: 4.102839, loss_adv_gen: -149.677460, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:49:41,915 - INFO - [Train] step: 97199, loss_adv_disc: -2.373207, lr_disc: 0.000010
+2023-03-24 20:49:42,122 - INFO - [Train] step: 97199, loss_mpn: 0.042296, loss_rec: 0.127944, loss_semantic: 1.101434, loss_idmrf: 5.004391, loss_adv_gen: -219.090149, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:50:14,023 - INFO - [Train] step: 97299, loss_adv_disc: 0.299161, lr_disc: 0.000010
+2023-03-24 20:50:14,235 - INFO - [Train] step: 97299, loss_mpn: 0.007404, loss_rec: 0.057292, loss_semantic: 0.582434, loss_idmrf: 1.314777, loss_adv_gen: -156.973068, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:50:46,160 - INFO - [Train] step: 97399, loss_adv_disc: -0.997140, lr_disc: 0.000010
+2023-03-24 20:50:46,372 - INFO - [Train] step: 97399, loss_mpn: 0.018338, loss_rec: 0.037505, loss_semantic: 0.590801, loss_idmrf: 4.093073, loss_adv_gen: -98.770294, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:51:18,156 - INFO - [Train] step: 97499, loss_adv_disc: -2.308440, lr_disc: 0.000010
+2023-03-24 20:51:18,367 - INFO - [Train] step: 97499, loss_mpn: 0.052539, loss_rec: 0.089394, loss_semantic: 0.889926, loss_idmrf: 6.340686, loss_adv_gen: -129.235489, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:51:50,227 - INFO - [Train] step: 97599, loss_adv_disc: -7.301060, lr_disc: 0.000010
+2023-03-24 20:51:50,431 - INFO - [Train] step: 97599, loss_mpn: 0.023173, loss_rec: 0.077500, loss_semantic: 0.854510, loss_idmrf: 7.122349, loss_adv_gen: -116.402489, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:52:22,316 - INFO - [Train] step: 97699, loss_adv_disc: -11.024632, lr_disc: 0.000010
+2023-03-24 20:52:22,524 - INFO - [Train] step: 97699, loss_mpn: 0.053529, loss_rec: 0.182156, loss_semantic: 1.596620, loss_idmrf: 6.722462, loss_adv_gen: -188.489456, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:52:54,197 - INFO - [Train] step: 97799, loss_adv_disc: -2.471566, lr_disc: 0.000010
+2023-03-24 20:52:54,407 - INFO - [Train] step: 97799, loss_mpn: 0.035638, loss_rec: 0.091754, loss_semantic: 0.771370, loss_idmrf: 2.691989, loss_adv_gen: -189.138382, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:53:26,444 - INFO - [Train] step: 97899, loss_adv_disc: -11.182314, lr_disc: 0.000010
+2023-03-24 20:53:26,647 - INFO - [Train] step: 97899, loss_mpn: 0.027204, loss_rec: 0.105612, loss_semantic: 0.989926, loss_idmrf: 7.549309, loss_adv_gen: -122.242126, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:53:58,588 - INFO - [Train] step: 97999, loss_adv_disc: 1.495373, lr_disc: 0.000010
+2023-03-24 20:53:58,793 - INFO - [Train] step: 97999, loss_mpn: 0.015850, loss_rec: 0.027794, loss_semantic: 0.493790, loss_idmrf: 3.322734, loss_adv_gen: -105.075882, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:54:51,937 - INFO - [Eval] step: 97999, bce: 0.055425, psnr: 22.774864, ssim: 0.792490, lpips: 0.170126
+2023-03-24 20:55:28,543 - INFO - [Train] step: 98099, loss_adv_disc: 1.820685, lr_disc: 0.000010
+2023-03-24 20:55:28,750 - INFO - [Train] step: 98099, loss_mpn: 0.012788, loss_rec: 0.067013, loss_semantic: 0.840742, loss_idmrf: 3.028065, loss_adv_gen: -171.507538, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:56:00,492 - INFO - [Train] step: 98199, loss_adv_disc: 0.310617, lr_disc: 0.000010
+2023-03-24 20:56:00,698 - INFO - [Train] step: 98199, loss_mpn: 0.024934, loss_rec: 0.078948, loss_semantic: 0.774427, loss_idmrf: 5.294391, loss_adv_gen: -186.778702, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:56:32,267 - INFO - [Train] step: 98299, loss_adv_disc: 3.000807, lr_disc: 0.000010
+2023-03-24 20:56:32,484 - INFO - [Train] step: 98299, loss_mpn: 0.017726, loss_rec: 0.046864, loss_semantic: 0.569674, loss_idmrf: 4.220347, loss_adv_gen: -153.772629, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:57:03,797 - INFO - [Train] step: 98399, loss_adv_disc: -8.052746, lr_disc: 0.000010
+2023-03-24 20:57:04,003 - INFO - [Train] step: 98399, loss_mpn: 0.019483, loss_rec: 0.105355, loss_semantic: 0.999257, loss_idmrf: 4.595996, loss_adv_gen: -172.085083, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:57:35,803 - INFO - [Train] step: 98499, loss_adv_disc: 3.663562, lr_disc: 0.000010
+2023-03-24 20:57:36,013 - INFO - [Train] step: 98499, loss_mpn: 0.011380, loss_rec: 0.039431, loss_semantic: 0.500941, loss_idmrf: 2.992123, loss_adv_gen: -149.273621, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:58:07,998 - INFO - [Train] step: 98599, loss_adv_disc: 1.741604, lr_disc: 0.000010
+2023-03-24 20:58:08,204 - INFO - [Train] step: 98599, loss_mpn: 0.005594, loss_rec: 0.051923, loss_semantic: 0.618000, loss_idmrf: 1.341637, loss_adv_gen: -172.447174, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:58:39,803 - INFO - [Train] step: 98699, loss_adv_disc: 1.944302, lr_disc: 0.000010
+2023-03-24 20:58:40,006 - INFO - [Train] step: 98699, loss_mpn: 0.009229, loss_rec: 0.053130, loss_semantic: 0.528416, loss_idmrf: 1.778861, loss_adv_gen: -192.089462, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:59:11,390 - INFO - [Train] step: 98799, loss_adv_disc: -2.098606, lr_disc: 0.000010
+2023-03-24 20:59:11,609 - INFO - [Train] step: 98799, loss_mpn: 0.027215, loss_rec: 0.103545, loss_semantic: 1.164442, loss_idmrf: 3.037588, loss_adv_gen: -247.091217, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:59:43,644 - INFO - [Train] step: 98899, loss_adv_disc: -2.743842, lr_disc: 0.000010
+2023-03-24 20:59:43,856 - INFO - [Train] step: 98899, loss_mpn: 0.031637, loss_rec: 0.063513, loss_semantic: 0.762893, loss_idmrf: 5.998418, loss_adv_gen: -82.821228, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:00:15,469 - INFO - [Train] step: 98999, loss_adv_disc: 2.605702, lr_disc: 0.000010
+2023-03-24 21:00:15,676 - INFO - [Train] step: 98999, loss_mpn: 0.025545, loss_rec: 0.036103, loss_semantic: 0.502341, loss_idmrf: 5.799910, loss_adv_gen: -120.252182, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:01:09,002 - INFO - [Eval] step: 98999, bce: 0.055039, psnr: 22.664351, ssim: 0.789217, lpips: 0.170471
+2023-03-24 21:01:45,203 - INFO - [Train] step: 99099, loss_adv_disc: -1.203694, lr_disc: 0.000010
+2023-03-24 21:01:45,419 - INFO - [Train] step: 99099, loss_mpn: 0.025901, loss_rec: 0.067263, loss_semantic: 0.716882, loss_idmrf: 4.075630, loss_adv_gen: -108.188835, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:02:17,074 - INFO - [Train] step: 99199, loss_adv_disc: -2.594471, lr_disc: 0.000010
+2023-03-24 21:02:17,276 - INFO - [Train] step: 99199, loss_mpn: 0.012914, loss_rec: 0.063797, loss_semantic: 0.566016, loss_idmrf: 2.019335, loss_adv_gen: -128.267334, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:02:48,702 - INFO - [Train] step: 99299, loss_adv_disc: 2.352930, lr_disc: 0.000010
+2023-03-24 21:02:48,909 - INFO - [Train] step: 99299, loss_mpn: 0.003640, loss_rec: 0.028925, loss_semantic: 0.423794, loss_idmrf: 1.546302, loss_adv_gen: -162.215012, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:03:20,505 - INFO - [Train] step: 99399, loss_adv_disc: -1.691480, lr_disc: 0.000010
+2023-03-24 21:03:20,710 - INFO - [Train] step: 99399, loss_mpn: 0.008024, loss_rec: 0.060739, loss_semantic: 0.697206, loss_idmrf: 2.281270, loss_adv_gen: -190.487183, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:03:52,198 - INFO - [Train] step: 99499, loss_adv_disc: 4.475266, lr_disc: 0.000010
+2023-03-24 21:03:52,403 - INFO - [Train] step: 99499, loss_mpn: 0.012764, loss_rec: 0.073716, loss_semantic: 0.799770, loss_idmrf: 3.237289, loss_adv_gen: -233.811356, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:04:24,092 - INFO - [Train] step: 99599, loss_adv_disc: 4.041369, lr_disc: 0.000010
+2023-03-24 21:04:24,303 - INFO - [Train] step: 99599, loss_mpn: 0.002878, loss_rec: 0.049045, loss_semantic: 0.543877, loss_idmrf: 1.210155, loss_adv_gen: -204.966217, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:04:55,467 - INFO - [Train] step: 99699, loss_adv_disc: 1.410101, lr_disc: 0.000010
+2023-03-24 21:04:55,678 - INFO - [Train] step: 99699, loss_mpn: 0.020398, loss_rec: 0.058928, loss_semantic: 0.640404, loss_idmrf: 3.674191, loss_adv_gen: -146.185516, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:05:27,185 - INFO - [Train] step: 99799, loss_adv_disc: -5.293345, lr_disc: 0.000010
+2023-03-24 21:05:27,399 - INFO - [Train] step: 99799, loss_mpn: 0.029596, loss_rec: 0.098999, loss_semantic: 1.042855, loss_idmrf: 6.567275, loss_adv_gen: -164.091095, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:05:59,419 - INFO - [Train] step: 99899, loss_adv_disc: 0.443518, lr_disc: 0.000010
+2023-03-24 21:05:59,629 - INFO - [Train] step: 99899, loss_mpn: 0.033699, loss_rec: 0.043423, loss_semantic: 0.603555, loss_idmrf: 4.905883, loss_adv_gen: -125.647507, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:06:30,763 - INFO - [Train] step: 99999, loss_adv_disc: -7.498020, lr_disc: 0.000010
+2023-03-24 21:06:30,974 - INFO - [Train] step: 99999, loss_mpn: 0.041216, loss_rec: 0.082347, loss_semantic: 0.756142, loss_idmrf: 5.093731, loss_adv_gen: -124.429367, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:07:24,142 - INFO - [Eval] step: 99999, bce: 0.054984, psnr: 22.829060, ssim: 0.790279, lpips: 0.169975
+2023-03-24 21:08:00,456 - INFO - [Train] step: 100099, loss_adv_disc: 1.075553, lr_disc: 0.000010
+2023-03-24 21:08:00,665 - INFO - [Train] step: 100099, loss_mpn: 0.042698, loss_rec: 0.083789, loss_semantic: 1.026934, loss_idmrf: 6.667682, loss_adv_gen: -160.250839, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:08:32,244 - INFO - [Train] step: 100199, loss_adv_disc: 0.273759, lr_disc: 0.000010
+2023-03-24 21:08:32,454 - INFO - [Train] step: 100199, loss_mpn: 0.021983, loss_rec: 0.064681, loss_semantic: 0.774644, loss_idmrf: 2.896818, loss_adv_gen: -180.560211, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:09:03,975 - INFO - [Train] step: 100299, loss_adv_disc: -4.535517, lr_disc: 0.000010
+2023-03-24 21:09:04,188 - INFO - [Train] step: 100299, loss_mpn: 0.016746, loss_rec: 0.076457, loss_semantic: 0.899872, loss_idmrf: 4.166888, loss_adv_gen: -134.734314, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:09:35,883 - INFO - [Train] step: 100399, loss_adv_disc: 2.649149, lr_disc: 0.000010
+2023-03-24 21:09:36,096 - INFO - [Train] step: 100399, loss_mpn: 0.036999, loss_rec: 0.098952, loss_semantic: 1.045489, loss_idmrf: 4.689201, loss_adv_gen: -171.333969, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:10:08,142 - INFO - [Train] step: 100499, loss_adv_disc: 1.589055, lr_disc: 0.000010
+2023-03-24 21:10:08,347 - INFO - [Train] step: 100499, loss_mpn: 0.021446, loss_rec: 0.079631, loss_semantic: 0.903101, loss_idmrf: 3.936126, loss_adv_gen: -163.648911, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:10:39,979 - INFO - [Train] step: 100599, loss_adv_disc: -3.834076, lr_disc: 0.000010
+2023-03-24 21:10:40,195 - INFO - [Train] step: 100599, loss_mpn: 0.021548, loss_rec: 0.066953, loss_semantic: 0.784583, loss_idmrf: 5.262322, loss_adv_gen: -91.106430, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:11:12,271 - INFO - [Train] step: 100699, loss_adv_disc: 5.036573, lr_disc: 0.000010
+2023-03-24 21:11:12,486 - INFO - [Train] step: 100699, loss_mpn: 0.040073, loss_rec: 0.104416, loss_semantic: 0.926079, loss_idmrf: 5.258247, loss_adv_gen: -149.187531, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:11:44,572 - INFO - [Train] step: 100799, loss_adv_disc: 0.312490, lr_disc: 0.000010
+2023-03-24 21:11:44,783 - INFO - [Train] step: 100799, loss_mpn: 0.029058, loss_rec: 0.095286, loss_semantic: 1.048185, loss_idmrf: 6.536980, loss_adv_gen: -193.950668, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:12:16,339 - INFO - [Train] step: 100899, loss_adv_disc: -1.128678, lr_disc: 0.000010
+2023-03-24 21:12:16,550 - INFO - [Train] step: 100899, loss_mpn: 0.012419, loss_rec: 0.058606, loss_semantic: 0.742275, loss_idmrf: 3.165610, loss_adv_gen: -131.055588, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:12:49,083 - INFO - [Train] step: 100999, loss_adv_disc: -0.575612, lr_disc: 0.000010
+2023-03-24 21:12:49,293 - INFO - [Train] step: 100999, loss_mpn: 0.018195, loss_rec: 0.068930, loss_semantic: 0.692102, loss_idmrf: 3.193173, loss_adv_gen: -147.585709, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:13:44,376 - INFO - [Eval] step: 100999, bce: 0.055680, psnr: 22.824465, ssim: 0.793109, lpips: 0.170053
+2023-03-24 21:14:20,425 - INFO - [Train] step: 101099, loss_adv_disc: -0.083197, lr_disc: 0.000010
+2023-03-24 21:14:20,630 - INFO - [Train] step: 101099, loss_mpn: 0.034057, loss_rec: 0.115066, loss_semantic: 1.248643, loss_idmrf: 7.156928, loss_adv_gen: -187.165787, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:14:52,225 - INFO - [Train] step: 101199, loss_adv_disc: 3.384966, lr_disc: 0.000010
+2023-03-24 21:14:52,425 - INFO - [Train] step: 101199, loss_mpn: 0.009113, loss_rec: 0.060171, loss_semantic: 0.754434, loss_idmrf: 2.051860, loss_adv_gen: -208.097305, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:15:24,396 - INFO - [Train] step: 101299, loss_adv_disc: 4.069000, lr_disc: 0.000010
+2023-03-24 21:15:24,610 - INFO - [Train] step: 101299, loss_mpn: 0.038763, loss_rec: 0.093033, loss_semantic: 1.023339, loss_idmrf: 6.130306, loss_adv_gen: -145.574631, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:15:56,143 - INFO - [Train] step: 101399, loss_adv_disc: 1.475340, lr_disc: 0.000010
+2023-03-24 21:15:56,355 - INFO - [Train] step: 101399, loss_mpn: 0.013398, loss_rec: 0.058678, loss_semantic: 0.628547, loss_idmrf: 2.690349, loss_adv_gen: -144.627029, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:16:28,334 - INFO - [Train] step: 101499, loss_adv_disc: -3.437055, lr_disc: 0.000010
+2023-03-24 21:16:28,550 - INFO - [Train] step: 101499, loss_mpn: 0.015425, loss_rec: 0.052533, loss_semantic: 0.675592, loss_idmrf: 2.877433, loss_adv_gen: -134.690140, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:17:00,312 - INFO - [Train] step: 101599, loss_adv_disc: -4.847954, lr_disc: 0.000010
+2023-03-24 21:17:00,524 - INFO - [Train] step: 101599, loss_mpn: 0.016721, loss_rec: 0.074539, loss_semantic: 0.772597, loss_idmrf: 2.651740, loss_adv_gen: -174.552277, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:17:32,521 - INFO - [Train] step: 101699, loss_adv_disc: -11.665026, lr_disc: 0.000010
+2023-03-24 21:17:32,730 - INFO - [Train] step: 101699, loss_mpn: 0.061232, loss_rec: 0.191359, loss_semantic: 1.384366, loss_idmrf: 8.429548, loss_adv_gen: -167.519226, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:18:04,511 - INFO - [Train] step: 101799, loss_adv_disc: -8.369003, lr_disc: 0.000010
+2023-03-24 21:18:04,725 - INFO - [Train] step: 101799, loss_mpn: 0.034864, loss_rec: 0.108089, loss_semantic: 0.950122, loss_idmrf: 4.092003, loss_adv_gen: -178.566559, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:18:36,800 - INFO - [Train] step: 101899, loss_adv_disc: -0.432347, lr_disc: 0.000010
+2023-03-24 21:18:37,018 - INFO - [Train] step: 101899, loss_mpn: 0.014001, loss_rec: 0.039420, loss_semantic: 0.492551, loss_idmrf: 3.315687, loss_adv_gen: -108.801384, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:19:08,225 - INFO - [Train] step: 101999, loss_adv_disc: -1.526564, lr_disc: 0.000010
+2023-03-24 21:19:08,435 - INFO - [Train] step: 101999, loss_mpn: 0.015459, loss_rec: 0.063521, loss_semantic: 0.664879, loss_idmrf: 2.334683, loss_adv_gen: -162.590942, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:20:04,209 - INFO - [Eval] step: 101999, bce: 0.055119, psnr: 22.611559, ssim: 0.786889, lpips: 0.170776
+2023-03-24 21:20:39,425 - INFO - [Train] step: 102099, loss_adv_disc: 2.305462, lr_disc: 0.000010
+2023-03-24 21:20:39,634 - INFO - [Train] step: 102099, loss_mpn: 0.024179, loss_rec: 0.055887, loss_semantic: 0.714843, loss_idmrf: 3.318686, loss_adv_gen: -136.148804, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:21:11,204 - INFO - [Train] step: 102199, loss_adv_disc: -5.183396, lr_disc: 0.000010
+2023-03-24 21:21:11,408 - INFO - [Train] step: 102199, loss_mpn: 0.050380, loss_rec: 0.144777, loss_semantic: 1.264164, loss_idmrf: 6.805701, loss_adv_gen: -146.732040, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:21:42,766 - INFO - [Train] step: 102299, loss_adv_disc: -9.231884, lr_disc: 0.000010
+2023-03-24 21:21:42,981 - INFO - [Train] step: 102299, loss_mpn: 0.035868, loss_rec: 0.111339, loss_semantic: 1.090896, loss_idmrf: 8.025352, loss_adv_gen: -138.943588, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:22:14,901 - INFO - [Train] step: 102399, loss_adv_disc: -2.338015, lr_disc: 0.000010
+2023-03-24 21:22:15,102 - INFO - [Train] step: 102399, loss_mpn: 0.031681, loss_rec: 0.118658, loss_semantic: 1.123852, loss_idmrf: 5.582280, loss_adv_gen: -199.415771, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:22:46,857 - INFO - [Train] step: 102499, loss_adv_disc: -1.103912, lr_disc: 0.000010
+2023-03-24 21:22:47,064 - INFO - [Train] step: 102499, loss_mpn: 0.037889, loss_rec: 0.145230, loss_semantic: 1.470933, loss_idmrf: 5.655475, loss_adv_gen: -212.377701, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:23:18,797 - INFO - [Train] step: 102599, loss_adv_disc: -4.979963, lr_disc: 0.000010
+2023-03-24 21:23:19,004 - INFO - [Train] step: 102599, loss_mpn: 0.023878, loss_rec: 0.091501, loss_semantic: 0.919999, loss_idmrf: 3.049992, loss_adv_gen: -176.189041, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:23:51,286 - INFO - [Train] step: 102699, loss_adv_disc: -0.520198, lr_disc: 0.000010
+2023-03-24 21:23:51,499 - INFO - [Train] step: 102699, loss_mpn: 0.009406, loss_rec: 0.057097, loss_semantic: 0.614006, loss_idmrf: 2.444376, loss_adv_gen: -174.692703, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:24:23,018 - INFO - [Train] step: 102799, loss_adv_disc: 0.546251, lr_disc: 0.000010
+2023-03-24 21:24:23,226 - INFO - [Train] step: 102799, loss_mpn: 0.028921, loss_rec: 0.105653, loss_semantic: 0.919109, loss_idmrf: 5.650896, loss_adv_gen: -192.800812, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:24:55,442 - INFO - [Train] step: 102899, loss_adv_disc: 0.670046, lr_disc: 0.000010
+2023-03-24 21:24:55,653 - INFO - [Train] step: 102899, loss_mpn: 0.002610, loss_rec: 0.026103, loss_semantic: 0.344738, loss_idmrf: 1.197377, loss_adv_gen: -111.246628, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:25:27,478 - INFO - [Train] step: 102999, loss_adv_disc: -0.477561, lr_disc: 0.000010
+2023-03-24 21:25:27,683 - INFO - [Train] step: 102999, loss_mpn: 0.007204, loss_rec: 0.039243, loss_semantic: 0.550406, loss_idmrf: 2.360333, loss_adv_gen: -110.884872, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:26:22,494 - INFO - [Eval] step: 102999, bce: 0.055297, psnr: 22.829828, ssim: 0.791832, lpips: 0.169893
+2023-03-24 21:26:58,142 - INFO - [Train] step: 103099, loss_adv_disc: -1.789814, lr_disc: 0.000010
+2023-03-24 21:26:58,353 - INFO - [Train] step: 103099, loss_mpn: 0.007376, loss_rec: 0.060505, loss_semantic: 0.740078, loss_idmrf: 1.907483, loss_adv_gen: -173.264633, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:27:30,096 - INFO - [Train] step: 103199, loss_adv_disc: -0.348165, lr_disc: 0.000010
+2023-03-24 21:27:30,301 - INFO - [Train] step: 103199, loss_mpn: 0.027490, loss_rec: 0.054411, loss_semantic: 0.703667, loss_idmrf: 5.409597, loss_adv_gen: -94.049316, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:28:02,007 - INFO - [Train] step: 103299, loss_adv_disc: 4.433041, lr_disc: 0.000010
+2023-03-24 21:28:02,218 - INFO - [Train] step: 103299, loss_mpn: 0.015824, loss_rec: 0.057393, loss_semantic: 0.768754, loss_idmrf: 4.672748, loss_adv_gen: -127.424118, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:28:33,680 - INFO - [Train] step: 103399, loss_adv_disc: -6.141700, lr_disc: 0.000010
+2023-03-24 21:28:33,889 - INFO - [Train] step: 103399, loss_mpn: 0.030174, loss_rec: 0.143998, loss_semantic: 1.370839, loss_idmrf: 6.943536, loss_adv_gen: -189.481674, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:29:05,293 - INFO - [Train] step: 103499, loss_adv_disc: -2.324485, lr_disc: 0.000010
+2023-03-24 21:29:05,510 - INFO - [Train] step: 103499, loss_mpn: 0.028042, loss_rec: 0.090253, loss_semantic: 0.846104, loss_idmrf: 6.614593, loss_adv_gen: -135.579773, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:29:37,320 - INFO - [Train] step: 103599, loss_adv_disc: 2.017098, lr_disc: 0.000010
+2023-03-24 21:29:37,520 - INFO - [Train] step: 103599, loss_mpn: 0.012643, loss_rec: 0.055007, loss_semantic: 0.728774, loss_idmrf: 3.783126, loss_adv_gen: -97.838081, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:30:08,828 - INFO - [Train] step: 103699, loss_adv_disc: -3.902834, lr_disc: 0.000010
+2023-03-24 21:30:09,041 - INFO - [Train] step: 103699, loss_mpn: 0.022847, loss_rec: 0.056681, loss_semantic: 0.728541, loss_idmrf: 6.320814, loss_adv_gen: -116.755447, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:30:40,511 - INFO - [Train] step: 103799, loss_adv_disc: 2.386025, lr_disc: 0.000010
+2023-03-24 21:30:40,720 - INFO - [Train] step: 103799, loss_mpn: 0.024522, loss_rec: 0.078144, loss_semantic: 0.878075, loss_idmrf: 4.061169, loss_adv_gen: -139.720657, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:31:12,877 - INFO - [Train] step: 103899, loss_adv_disc: 1.396328, lr_disc: 0.000010
+2023-03-24 21:31:13,086 - INFO - [Train] step: 103899, loss_mpn: 0.036025, loss_rec: 0.077489, loss_semantic: 0.797360, loss_idmrf: 4.093492, loss_adv_gen: -139.672363, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:31:45,433 - INFO - [Train] step: 103999, loss_adv_disc: -0.802579, lr_disc: 0.000010
+2023-03-24 21:31:45,644 - INFO - [Train] step: 103999, loss_mpn: 0.009843, loss_rec: 0.052879, loss_semantic: 0.718407, loss_idmrf: 2.769807, loss_adv_gen: -164.114334, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:32:40,098 - INFO - [Eval] step: 103999, bce: 0.054345, psnr: 22.860401, ssim: 0.792922, lpips: 0.169226
+2023-03-24 21:33:15,935 - INFO - [Train] step: 104099, loss_adv_disc: 3.794625, lr_disc: 0.000010
+2023-03-24 21:33:16,144 - INFO - [Train] step: 104099, loss_mpn: 0.018585, loss_rec: 0.060691, loss_semantic: 0.693802, loss_idmrf: 3.333295, loss_adv_gen: -117.499397, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:33:47,954 - INFO - [Train] step: 104199, loss_adv_disc: -2.115038, lr_disc: 0.000010
+2023-03-24 21:33:48,160 - INFO - [Train] step: 104199, loss_mpn: 0.007097, loss_rec: 0.061005, loss_semantic: 0.697867, loss_idmrf: 2.380970, loss_adv_gen: -210.778214, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:34:19,347 - INFO - [Train] step: 104299, loss_adv_disc: -13.718676, lr_disc: 0.000010
+2023-03-24 21:34:19,552 - INFO - [Train] step: 104299, loss_mpn: 0.028948, loss_rec: 0.129454, loss_semantic: 1.241551, loss_idmrf: 6.440453, loss_adv_gen: -184.612503, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:34:51,522 - INFO - [Train] step: 104399, loss_adv_disc: 6.121795, lr_disc: 0.000010
+2023-03-24 21:34:51,737 - INFO - [Train] step: 104399, loss_mpn: 0.012356, loss_rec: 0.049921, loss_semantic: 0.605077, loss_idmrf: 3.421194, loss_adv_gen: -119.228195, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:35:23,664 - INFO - [Train] step: 104499, loss_adv_disc: -4.687173, lr_disc: 0.000010
+2023-03-24 21:35:23,876 - INFO - [Train] step: 104499, loss_mpn: 0.019702, loss_rec: 0.073188, loss_semantic: 0.802012, loss_idmrf: 3.403349, loss_adv_gen: -163.405930, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:35:55,343 - INFO - [Train] step: 104599, loss_adv_disc: 0.402519, lr_disc: 0.000010
+2023-03-24 21:35:55,547 - INFO - [Train] step: 104599, loss_mpn: 0.014495, loss_rec: 0.049568, loss_semantic: 0.697577, loss_idmrf: 4.394133, loss_adv_gen: -106.179260, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:36:27,452 - INFO - [Train] step: 104699, loss_adv_disc: -7.570138, lr_disc: 0.000010
+2023-03-24 21:36:27,663 - INFO - [Train] step: 104699, loss_mpn: 0.031091, loss_rec: 0.103727, loss_semantic: 1.043952, loss_idmrf: 5.879364, loss_adv_gen: -109.352600, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:36:59,287 - INFO - [Train] step: 104799, loss_adv_disc: 3.408327, lr_disc: 0.000010
+2023-03-24 21:36:59,497 - INFO - [Train] step: 104799, loss_mpn: 0.021195, loss_rec: 0.069543, loss_semantic: 0.737578, loss_idmrf: 2.900931, loss_adv_gen: -169.750168, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:37:31,043 - INFO - [Train] step: 104899, loss_adv_disc: 0.442652, lr_disc: 0.000010
+2023-03-24 21:37:31,253 - INFO - [Train] step: 104899, loss_mpn: 0.004280, loss_rec: 0.024496, loss_semantic: 0.372408, loss_idmrf: 1.260283, loss_adv_gen: -126.496017, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:38:03,995 - INFO - [Train] step: 104999, loss_adv_disc: -7.088942, lr_disc: 0.000010
+2023-03-24 21:38:04,206 - INFO - [Train] step: 104999, loss_mpn: 0.032680, loss_rec: 0.071774, loss_semantic: 0.903975, loss_idmrf: 4.744515, loss_adv_gen: -154.122498, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:38:58,254 - INFO - [Eval] step: 104999, bce: 0.055137, psnr: 22.730131, ssim: 0.789592, lpips: 0.169017
+2023-03-24 21:39:33,712 - INFO - [Train] step: 105099, loss_adv_disc: -1.737034, lr_disc: 0.000010
+2023-03-24 21:39:33,911 - INFO - [Train] step: 105099, loss_mpn: 0.036662, loss_rec: 0.106373, loss_semantic: 1.081453, loss_idmrf: 5.889277, loss_adv_gen: -178.230713, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:40:05,258 - INFO - [Train] step: 105199, loss_adv_disc: -1.179402, lr_disc: 0.000010
+2023-03-24 21:40:05,467 - INFO - [Train] step: 105199, loss_mpn: 0.009934, loss_rec: 0.055917, loss_semantic: 0.566889, loss_idmrf: 3.259197, loss_adv_gen: -119.510254, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:40:37,040 - INFO - [Train] step: 105299, loss_adv_disc: 2.580618, lr_disc: 0.000010
+2023-03-24 21:40:37,256 - INFO - [Train] step: 105299, loss_mpn: 0.068948, loss_rec: 0.153287, loss_semantic: 1.243570, loss_idmrf: 6.406863, loss_adv_gen: -153.596680, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:41:08,658 - INFO - [Train] step: 105399, loss_adv_disc: 2.212414, lr_disc: 0.000010
+2023-03-24 21:41:08,866 - INFO - [Train] step: 105399, loss_mpn: 0.013563, loss_rec: 0.062414, loss_semantic: 0.710135, loss_idmrf: 2.632524, loss_adv_gen: -145.279846, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:41:40,406 - INFO - [Train] step: 105499, loss_adv_disc: 6.420890, lr_disc: 0.000010
+2023-03-24 21:41:40,611 - INFO - [Train] step: 105499, loss_mpn: 0.028164, loss_rec: 0.114209, loss_semantic: 1.132216, loss_idmrf: 4.433564, loss_adv_gen: -146.602936, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:42:12,228 - INFO - [Train] step: 105599, loss_adv_disc: -0.377800, lr_disc: 0.000010
+2023-03-24 21:42:12,429 - INFO - [Train] step: 105599, loss_mpn: 0.012124, loss_rec: 0.064787, loss_semantic: 0.848731, loss_idmrf: 3.498276, loss_adv_gen: -181.747528, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:42:43,704 - INFO - [Train] step: 105699, loss_adv_disc: -8.568209, lr_disc: 0.000010
+2023-03-24 21:42:43,908 - INFO - [Train] step: 105699, loss_mpn: 0.044129, loss_rec: 0.120390, loss_semantic: 1.207402, loss_idmrf: 5.653935, loss_adv_gen: -173.638962, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:43:15,530 - INFO - [Train] step: 105799, loss_adv_disc: -0.232561, lr_disc: 0.000010
+2023-03-24 21:43:15,742 - INFO - [Train] step: 105799, loss_mpn: 0.025872, loss_rec: 0.092776, loss_semantic: 0.995673, loss_idmrf: 5.500282, loss_adv_gen: -180.291061, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:43:47,796 - INFO - [Train] step: 105899, loss_adv_disc: -2.114753, lr_disc: 0.000010
+2023-03-24 21:43:48,007 - INFO - [Train] step: 105899, loss_mpn: 0.020764, loss_rec: 0.075307, loss_semantic: 0.852708, loss_idmrf: 3.375409, loss_adv_gen: -118.352585, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:44:20,256 - INFO - [Train] step: 105999, loss_adv_disc: -5.175185, lr_disc: 0.000010
+2023-03-24 21:44:20,469 - INFO - [Train] step: 105999, loss_mpn: 0.031875, loss_rec: 0.106718, loss_semantic: 1.116625, loss_idmrf: 3.933509, loss_adv_gen: -148.571869, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:45:13,837 - INFO - [Eval] step: 105999, bce: 0.055524, psnr: 22.742599, ssim: 0.788329, lpips: 0.169914
+2023-03-24 21:45:49,025 - INFO - [Train] step: 106099, loss_adv_disc: -0.437820, lr_disc: 0.000010
+2023-03-24 21:45:49,243 - INFO - [Train] step: 106099, loss_mpn: 0.040698, loss_rec: 0.114532, loss_semantic: 1.240491, loss_idmrf: 9.523147, loss_adv_gen: -125.725883, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:46:20,930 - INFO - [Train] step: 106199, loss_adv_disc: -0.018870, lr_disc: 0.000010
+2023-03-24 21:46:21,143 - INFO - [Train] step: 106199, loss_mpn: 0.027862, loss_rec: 0.063068, loss_semantic: 0.789040, loss_idmrf: 6.625744, loss_adv_gen: -100.925278, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:46:53,018 - INFO - [Train] step: 106299, loss_adv_disc: -2.859416, lr_disc: 0.000010
+2023-03-24 21:46:53,225 - INFO - [Train] step: 106299, loss_mpn: 0.020989, loss_rec: 0.066942, loss_semantic: 0.799174, loss_idmrf: 6.649250, loss_adv_gen: -117.366821, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:47:24,960 - INFO - [Train] step: 106399, loss_adv_disc: -4.967845, lr_disc: 0.000010
+2023-03-24 21:47:25,174 - INFO - [Train] step: 106399, loss_mpn: 0.013163, loss_rec: 0.077183, loss_semantic: 0.907514, loss_idmrf: 4.309989, loss_adv_gen: -151.200882, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:47:57,131 - INFO - [Train] step: 106499, loss_adv_disc: -2.475108, lr_disc: 0.000010
+2023-03-24 21:47:57,338 - INFO - [Train] step: 106499, loss_mpn: 0.034172, loss_rec: 0.087560, loss_semantic: 0.809585, loss_idmrf: 5.774403, loss_adv_gen: -177.361313, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:48:28,771 - INFO - [Train] step: 106599, loss_adv_disc: 1.407995, lr_disc: 0.000010
+2023-03-24 21:48:28,981 - INFO - [Train] step: 106599, loss_mpn: 0.031344, loss_rec: 0.132937, loss_semantic: 1.148819, loss_idmrf: 5.163181, loss_adv_gen: -223.104980, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:49:00,669 - INFO - [Train] step: 106699, loss_adv_disc: -7.706776, lr_disc: 0.000010
+2023-03-24 21:49:00,878 - INFO - [Train] step: 106699, loss_mpn: 0.029765, loss_rec: 0.088193, loss_semantic: 0.860567, loss_idmrf: 4.104750, loss_adv_gen: -171.249008, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:49:32,458 - INFO - [Train] step: 106799, loss_adv_disc: -5.542304, lr_disc: 0.000010
+2023-03-24 21:49:32,666 - INFO - [Train] step: 106799, loss_mpn: 0.037096, loss_rec: 0.108829, loss_semantic: 1.002812, loss_idmrf: 4.256146, loss_adv_gen: -160.815521, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:50:04,767 - INFO - [Train] step: 106899, loss_adv_disc: -8.033180, lr_disc: 0.000010
+2023-03-24 21:50:04,975 - INFO - [Train] step: 106899, loss_mpn: 0.041683, loss_rec: 0.106623, loss_semantic: 1.051842, loss_idmrf: 5.738108, loss_adv_gen: -153.810287, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:50:37,216 - INFO - [Train] step: 106999, loss_adv_disc: -1.587361, lr_disc: 0.000010
+2023-03-24 21:50:37,424 - INFO - [Train] step: 106999, loss_mpn: 0.030893, loss_rec: 0.107419, loss_semantic: 1.106136, loss_idmrf: 4.955386, loss_adv_gen: -165.845367, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:51:30,425 - INFO - [Eval] step: 106999, bce: 0.054579, psnr: 22.869011, ssim: 0.792435, lpips: 0.169567
+2023-03-24 21:52:05,773 - INFO - [Train] step: 107099, loss_adv_disc: -2.331167, lr_disc: 0.000010
+2023-03-24 21:52:05,976 - INFO - [Train] step: 107099, loss_mpn: 0.018149, loss_rec: 0.080908, loss_semantic: 0.772548, loss_idmrf: 3.182479, loss_adv_gen: -164.511932, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:52:37,837 - INFO - [Train] step: 107199, loss_adv_disc: 0.198418, lr_disc: 0.000010
+2023-03-24 21:52:38,043 - INFO - [Train] step: 107199, loss_mpn: 0.017698, loss_rec: 0.068446, loss_semantic: 0.851801, loss_idmrf: 3.769297, loss_adv_gen: -112.179344, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:53:10,143 - INFO - [Train] step: 107299, loss_adv_disc: 2.185108, lr_disc: 0.000010
+2023-03-24 21:53:10,352 - INFO - [Train] step: 107299, loss_mpn: 0.028220, loss_rec: 0.109554, loss_semantic: 1.049814, loss_idmrf: 4.308440, loss_adv_gen: -234.107422, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:53:41,966 - INFO - [Train] step: 107399, loss_adv_disc: -1.834929, lr_disc: 0.000010
+2023-03-24 21:53:42,172 - INFO - [Train] step: 107399, loss_mpn: 0.033598, loss_rec: 0.073779, loss_semantic: 0.783315, loss_idmrf: 4.694746, loss_adv_gen: -135.049805, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:54:13,894 - INFO - [Train] step: 107499, loss_adv_disc: 5.358942, lr_disc: 0.000010
+2023-03-24 21:54:14,105 - INFO - [Train] step: 107499, loss_mpn: 0.007592, loss_rec: 0.048601, loss_semantic: 0.652148, loss_idmrf: 1.915087, loss_adv_gen: -198.843430, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:54:45,825 - INFO - [Train] step: 107599, loss_adv_disc: -2.234999, lr_disc: 0.000010
+2023-03-24 21:54:46,035 - INFO - [Train] step: 107599, loss_mpn: 0.005060, loss_rec: 0.037232, loss_semantic: 0.533769, loss_idmrf: 2.100575, loss_adv_gen: -147.671234, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:55:17,375 - INFO - [Train] step: 107699, loss_adv_disc: -11.394547, lr_disc: 0.000010
+2023-03-24 21:55:17,588 - INFO - [Train] step: 107699, loss_mpn: 0.031784, loss_rec: 0.076340, loss_semantic: 0.952800, loss_idmrf: 8.650917, loss_adv_gen: -105.217422, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:55:49,848 - INFO - [Train] step: 107799, loss_adv_disc: -1.274881, lr_disc: 0.000010
+2023-03-24 21:55:50,056 - INFO - [Train] step: 107799, loss_mpn: 0.032639, loss_rec: 0.073086, loss_semantic: 0.917282, loss_idmrf: 6.824849, loss_adv_gen: -89.642570, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:56:22,939 - INFO - [Train] step: 107899, loss_adv_disc: -3.706535, lr_disc: 0.000010
+2023-03-24 21:56:23,150 - INFO - [Train] step: 107899, loss_mpn: 0.040415, loss_rec: 0.122509, loss_semantic: 1.114010, loss_idmrf: 4.790898, loss_adv_gen: -179.130264, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:56:55,359 - INFO - [Train] step: 107999, loss_adv_disc: -3.581817, lr_disc: 0.000010
+2023-03-24 21:56:55,567 - INFO - [Train] step: 107999, loss_mpn: 0.027153, loss_rec: 0.055725, loss_semantic: 0.597303, loss_idmrf: 4.245262, loss_adv_gen: -141.177155, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:57:48,873 - INFO - [Eval] step: 107999, bce: 0.055253, psnr: 22.865114, ssim: 0.793777, lpips: 0.169238
+2023-03-24 21:58:24,865 - INFO - [Train] step: 108099, loss_adv_disc: 0.948652, lr_disc: 0.000010
+2023-03-24 21:58:25,088 - INFO - [Train] step: 108099, loss_mpn: 0.011133, loss_rec: 0.069179, loss_semantic: 0.729785, loss_idmrf: 2.815252, loss_adv_gen: -182.183334, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:58:56,943 - INFO - [Train] step: 108199, loss_adv_disc: -4.902306, lr_disc: 0.000010
+2023-03-24 21:58:57,159 - INFO - [Train] step: 108199, loss_mpn: 0.012051, loss_rec: 0.078866, loss_semantic: 0.786395, loss_idmrf: 3.233220, loss_adv_gen: -135.653961, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:59:28,815 - INFO - [Train] step: 108299, loss_adv_disc: -8.663848, lr_disc: 0.000010
+2023-03-24 21:59:29,026 - INFO - [Train] step: 108299, loss_mpn: 0.020649, loss_rec: 0.084066, loss_semantic: 0.863682, loss_idmrf: 4.043445, loss_adv_gen: -136.198975, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:00:01,294 - INFO - [Train] step: 108399, loss_adv_disc: -4.871835, lr_disc: 0.000010
+2023-03-24 22:00:01,497 - INFO - [Train] step: 108399, loss_mpn: 0.031145, loss_rec: 0.073346, loss_semantic: 0.902122, loss_idmrf: 4.683418, loss_adv_gen: -105.046387, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:00:33,392 - INFO - [Train] step: 108499, loss_adv_disc: 2.085029, lr_disc: 0.000010
+2023-03-24 22:00:33,601 - INFO - [Train] step: 108499, loss_mpn: 0.009076, loss_rec: 0.056413, loss_semantic: 0.720616, loss_idmrf: 2.094327, loss_adv_gen: -174.374222, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:01:04,484 - INFO - [Train] step: 108599, loss_adv_disc: -2.821318, lr_disc: 0.000010
+2023-03-24 22:01:04,690 - INFO - [Train] step: 108599, loss_mpn: 0.014348, loss_rec: 0.067319, loss_semantic: 0.793055, loss_idmrf: 3.019892, loss_adv_gen: -140.792297, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:01:36,404 - INFO - [Train] step: 108699, loss_adv_disc: -0.934325, lr_disc: 0.000010
+2023-03-24 22:01:36,611 - INFO - [Train] step: 108699, loss_mpn: 0.004775, loss_rec: 0.052414, loss_semantic: 0.564959, loss_idmrf: 1.949466, loss_adv_gen: -140.312149, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:02:08,890 - INFO - [Train] step: 108799, loss_adv_disc: -4.901951, lr_disc: 0.000010
+2023-03-24 22:02:09,095 - INFO - [Train] step: 108799, loss_mpn: 0.036287, loss_rec: 0.113091, loss_semantic: 1.304774, loss_idmrf: 9.038540, loss_adv_gen: -179.196899, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:02:40,970 - INFO - [Train] step: 108899, loss_adv_disc: 2.778956, lr_disc: 0.000010
+2023-03-24 22:02:41,186 - INFO - [Train] step: 108899, loss_mpn: 0.017657, loss_rec: 0.062125, loss_semantic: 0.786013, loss_idmrf: 2.806688, loss_adv_gen: -201.968826, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:03:12,820 - INFO - [Train] step: 108999, loss_adv_disc: -3.305378, lr_disc: 0.000010
+2023-03-24 22:03:13,034 - INFO - [Train] step: 108999, loss_mpn: 0.033844, loss_rec: 0.087921, loss_semantic: 0.987920, loss_idmrf: 5.749611, loss_adv_gen: -155.739487, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:04:06,625 - INFO - [Eval] step: 108999, bce: 0.055760, psnr: 22.842724, ssim: 0.794268, lpips: 0.168824
+2023-03-24 22:04:42,331 - INFO - [Train] step: 109099, loss_adv_disc: -7.482366, lr_disc: 0.000010
+2023-03-24 22:04:42,539 - INFO - [Train] step: 109099, loss_mpn: 0.039148, loss_rec: 0.140796, loss_semantic: 1.129378, loss_idmrf: 5.091840, loss_adv_gen: -178.158356, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:05:13,696 - INFO - [Train] step: 109199, loss_adv_disc: -5.426700, lr_disc: 0.000010
+2023-03-24 22:05:13,905 - INFO - [Train] step: 109199, loss_mpn: 0.047291, loss_rec: 0.149703, loss_semantic: 1.487129, loss_idmrf: 7.972243, loss_adv_gen: -139.874939, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:05:45,340 - INFO - [Train] step: 109299, loss_adv_disc: 0.972154, lr_disc: 0.000010
+2023-03-24 22:05:45,547 - INFO - [Train] step: 109299, loss_mpn: 0.017107, loss_rec: 0.092971, loss_semantic: 0.970423, loss_idmrf: 2.903764, loss_adv_gen: -273.723145, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:06:17,375 - INFO - [Train] step: 109399, loss_adv_disc: -0.629314, lr_disc: 0.000010
+2023-03-24 22:06:17,584 - INFO - [Train] step: 109399, loss_mpn: 0.014140, loss_rec: 0.059696, loss_semantic: 0.651078, loss_idmrf: 3.090655, loss_adv_gen: -159.603195, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:06:49,531 - INFO - [Train] step: 109499, loss_adv_disc: 4.471586, lr_disc: 0.000010
+2023-03-24 22:06:49,747 - INFO - [Train] step: 109499, loss_mpn: 0.040441, loss_rec: 0.118049, loss_semantic: 1.126533, loss_idmrf: 5.766437, loss_adv_gen: -179.962814, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:07:21,489 - INFO - [Train] step: 109599, loss_adv_disc: 1.654522, lr_disc: 0.000010
+2023-03-24 22:07:21,709 - INFO - [Train] step: 109599, loss_mpn: 0.028469, loss_rec: 0.045748, loss_semantic: 0.607724, loss_idmrf: 5.191826, loss_adv_gen: -158.483429, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:07:53,802 - INFO - [Train] step: 109699, loss_adv_disc: 8.740364, lr_disc: 0.000010
+2023-03-24 22:07:54,009 - INFO - [Train] step: 109699, loss_mpn: 0.013645, loss_rec: 0.079030, loss_semantic: 0.789399, loss_idmrf: 3.143699, loss_adv_gen: -200.418732, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:08:26,213 - INFO - [Train] step: 109799, loss_adv_disc: 0.272031, lr_disc: 0.000010
+2023-03-24 22:08:26,421 - INFO - [Train] step: 109799, loss_mpn: 0.014261, loss_rec: 0.044231, loss_semantic: 0.565862, loss_idmrf: 2.306134, loss_adv_gen: -100.285172, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:08:58,538 - INFO - [Train] step: 109899, loss_adv_disc: -7.926025, lr_disc: 0.000010
+2023-03-24 22:08:58,746 - INFO - [Train] step: 109899, loss_mpn: 0.047632, loss_rec: 0.139216, loss_semantic: 1.155173, loss_idmrf: 7.119658, loss_adv_gen: -162.789505, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:09:30,575 - INFO - [Train] step: 109999, loss_adv_disc: 1.937844, lr_disc: 0.000010
+2023-03-24 22:09:30,788 - INFO - [Train] step: 109999, loss_mpn: 0.013192, loss_rec: 0.061012, loss_semantic: 0.737291, loss_idmrf: 2.582131, loss_adv_gen: -124.573784, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:10:24,211 - INFO - [Eval] step: 109999, bce: 0.055617, psnr: 22.826097, ssim: 0.790752, lpips: 0.168628
+2023-03-24 22:10:59,855 - INFO - [Train] step: 110099, loss_adv_disc: -0.362727, lr_disc: 0.000010
+2023-03-24 22:11:00,062 - INFO - [Train] step: 110099, loss_mpn: 0.017449, loss_rec: 0.047779, loss_semantic: 0.563255, loss_idmrf: 4.015269, loss_adv_gen: -97.546494, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:11:31,818 - INFO - [Train] step: 110199, loss_adv_disc: 1.261369, lr_disc: 0.000010
+2023-03-24 22:11:32,024 - INFO - [Train] step: 110199, loss_mpn: 0.011454, loss_rec: 0.035353, loss_semantic: 0.606906, loss_idmrf: 3.207937, loss_adv_gen: -158.351776, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:12:03,106 - INFO - [Train] step: 110299, loss_adv_disc: -3.509838, lr_disc: 0.000010
+2023-03-24 22:12:03,609 - INFO - [Train] step: 110299, loss_mpn: 0.026103, loss_rec: 0.089545, loss_semantic: 0.757173, loss_idmrf: 7.644080, loss_adv_gen: -145.551224, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:12:35,203 - INFO - [Train] step: 110399, loss_adv_disc: -12.291427, lr_disc: 0.000010
+2023-03-24 22:12:35,409 - INFO - [Train] step: 110399, loss_mpn: 0.020996, loss_rec: 0.069504, loss_semantic: 0.757624, loss_idmrf: 6.631728, loss_adv_gen: -122.320374, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:13:06,926 - INFO - [Train] step: 110499, loss_adv_disc: -7.703633, lr_disc: 0.000010
+2023-03-24 22:13:07,137 - INFO - [Train] step: 110499, loss_mpn: 0.040000, loss_rec: 0.071874, loss_semantic: 0.808660, loss_idmrf: 3.270065, loss_adv_gen: -117.073517, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:13:39,049 - INFO - [Train] step: 110599, loss_adv_disc: -2.550765, lr_disc: 0.000010
+2023-03-24 22:13:39,265 - INFO - [Train] step: 110599, loss_mpn: 0.014645, loss_rec: 0.084471, loss_semantic: 0.842871, loss_idmrf: 4.354536, loss_adv_gen: -183.920395, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:14:11,303 - INFO - [Train] step: 110699, loss_adv_disc: -0.898423, lr_disc: 0.000010
+2023-03-24 22:14:11,512 - INFO - [Train] step: 110699, loss_mpn: 0.037265, loss_rec: 0.093597, loss_semantic: 1.110141, loss_idmrf: 5.637949, loss_adv_gen: -155.191483, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:14:43,837 - INFO - [Train] step: 110799, loss_adv_disc: 2.953751, lr_disc: 0.000010
+2023-03-24 22:14:44,048 - INFO - [Train] step: 110799, loss_mpn: 0.018068, loss_rec: 0.083849, loss_semantic: 0.950679, loss_idmrf: 3.161805, loss_adv_gen: -167.992722, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:15:15,948 - INFO - [Train] step: 110899, loss_adv_disc: -3.095039, lr_disc: 0.000010
+2023-03-24 22:15:16,162 - INFO - [Train] step: 110899, loss_mpn: 0.026662, loss_rec: 0.078909, loss_semantic: 0.897088, loss_idmrf: 3.869226, loss_adv_gen: -133.795425, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:15:48,108 - INFO - [Train] step: 110999, loss_adv_disc: -7.246591, lr_disc: 0.000010
+2023-03-24 22:15:48,318 - INFO - [Train] step: 110999, loss_mpn: 0.026916, loss_rec: 0.094049, loss_semantic: 1.031899, loss_idmrf: 5.839784, loss_adv_gen: -127.196564, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:16:41,480 - INFO - [Eval] step: 110999, bce: 0.055407, psnr: 22.705050, ssim: 0.787853, lpips: 0.169536
+2023-03-24 22:17:17,010 - INFO - [Train] step: 111099, loss_adv_disc: 3.508084, lr_disc: 0.000010
+2023-03-24 22:17:17,219 - INFO - [Train] step: 111099, loss_mpn: 0.013821, loss_rec: 0.045524, loss_semantic: 0.593662, loss_idmrf: 3.135280, loss_adv_gen: -144.249725, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:17:49,032 - INFO - [Train] step: 111199, loss_adv_disc: -0.887658, lr_disc: 0.000010
+2023-03-24 22:17:49,248 - INFO - [Train] step: 111199, loss_mpn: 0.030626, loss_rec: 0.076076, loss_semantic: 0.877862, loss_idmrf: 3.738806, loss_adv_gen: -140.824722, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:18:20,816 - INFO - [Train] step: 111299, loss_adv_disc: 3.620880, lr_disc: 0.000010
+2023-03-24 22:18:21,025 - INFO - [Train] step: 111299, loss_mpn: 0.005028, loss_rec: 0.040431, loss_semantic: 0.573882, loss_idmrf: 2.001633, loss_adv_gen: -115.416504, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:18:52,687 - INFO - [Train] step: 111399, loss_adv_disc: -3.874936, lr_disc: 0.000010
+2023-03-24 22:18:52,899 - INFO - [Train] step: 111399, loss_mpn: 0.031395, loss_rec: 0.073130, loss_semantic: 0.684022, loss_idmrf: 3.119315, loss_adv_gen: -129.180725, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:19:24,409 - INFO - [Train] step: 111499, loss_adv_disc: -5.194055, lr_disc: 0.000010
+2023-03-24 22:19:24,620 - INFO - [Train] step: 111499, loss_mpn: 0.041414, loss_rec: 0.102933, loss_semantic: 0.970556, loss_idmrf: 5.511081, loss_adv_gen: -131.262238, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:19:56,512 - INFO - [Train] step: 111599, loss_adv_disc: -0.643288, lr_disc: 0.000010
+2023-03-24 22:19:56,724 - INFO - [Train] step: 111599, loss_mpn: 0.010108, loss_rec: 0.070635, loss_semantic: 0.871390, loss_idmrf: 3.949926, loss_adv_gen: -149.430786, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:20:28,837 - INFO - [Train] step: 111699, loss_adv_disc: -7.647719, lr_disc: 0.000010
+2023-03-24 22:20:29,039 - INFO - [Train] step: 111699, loss_mpn: 0.026972, loss_rec: 0.073950, loss_semantic: 0.873100, loss_idmrf: 4.808742, loss_adv_gen: -109.119469, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:21:01,196 - INFO - [Train] step: 111799, loss_adv_disc: -8.981195, lr_disc: 0.000010
+2023-03-24 22:21:01,402 - INFO - [Train] step: 111799, loss_mpn: 0.029882, loss_rec: 0.104280, loss_semantic: 1.004657, loss_idmrf: 5.578611, loss_adv_gen: -121.224533, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:21:33,262 - INFO - [Train] step: 111899, loss_adv_disc: -4.502633, lr_disc: 0.000010
+2023-03-24 22:21:33,473 - INFO - [Train] step: 111899, loss_mpn: 0.024635, loss_rec: 0.101281, loss_semantic: 0.965547, loss_idmrf: 6.001040, loss_adv_gen: -148.791611, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:22:05,475 - INFO - [Train] step: 111999, loss_adv_disc: -3.540377, lr_disc: 0.000010
+2023-03-24 22:22:05,678 - INFO - [Train] step: 111999, loss_mpn: 0.040753, loss_rec: 0.098562, loss_semantic: 1.051222, loss_idmrf: 7.382624, loss_adv_gen: -87.182198, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:22:59,060 - INFO - [Eval] step: 111999, bce: 0.054579, psnr: 22.798540, ssim: 0.791430, lpips: 0.169532
+2023-03-24 22:23:34,621 - INFO - [Train] step: 112099, loss_adv_disc: 2.523391, lr_disc: 0.000010
+2023-03-24 22:23:34,834 - INFO - [Train] step: 112099, loss_mpn: 0.020518, loss_rec: 0.068596, loss_semantic: 0.953924, loss_idmrf: 5.462429, loss_adv_gen: -147.790741, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:24:06,552 - INFO - [Train] step: 112199, loss_adv_disc: -2.031422, lr_disc: 0.000010
+2023-03-24 22:24:06,758 - INFO - [Train] step: 112199, loss_mpn: 0.012440, loss_rec: 0.059663, loss_semantic: 0.640803, loss_idmrf: 3.802385, loss_adv_gen: -98.925507, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:24:38,399 - INFO - [Train] step: 112299, loss_adv_disc: -2.930518, lr_disc: 0.000010
+2023-03-24 22:24:38,603 - INFO - [Train] step: 112299, loss_mpn: 0.030384, loss_rec: 0.072776, loss_semantic: 0.803258, loss_idmrf: 5.047345, loss_adv_gen: -144.529282, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:25:10,035 - INFO - [Train] step: 112399, loss_adv_disc: -3.505764, lr_disc: 0.000010
+2023-03-24 22:25:10,239 - INFO - [Train] step: 112399, loss_mpn: 0.040178, loss_rec: 0.074262, loss_semantic: 0.861241, loss_idmrf: 4.829271, loss_adv_gen: -159.172577, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:25:42,349 - INFO - [Train] step: 112499, loss_adv_disc: -4.921107, lr_disc: 0.000010
+2023-03-24 22:25:42,559 - INFO - [Train] step: 112499, loss_mpn: 0.029591, loss_rec: 0.095084, loss_semantic: 0.799563, loss_idmrf: 3.409373, loss_adv_gen: -183.928909, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:26:14,386 - INFO - [Train] step: 112599, loss_adv_disc: 3.044135, lr_disc: 0.000010
+2023-03-24 22:26:14,606 - INFO - [Train] step: 112599, loss_mpn: 0.002555, loss_rec: 0.035168, loss_semantic: 0.469242, loss_idmrf: 0.708889, loss_adv_gen: -197.849670, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:26:47,735 - INFO - [Train] step: 112699, loss_adv_disc: 3.441099, lr_disc: 0.000010
+2023-03-24 22:26:47,952 - INFO - [Train] step: 112699, loss_mpn: 0.008871, loss_rec: 0.034926, loss_semantic: 0.559545, loss_idmrf: 2.209509, loss_adv_gen: -146.877167, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:27:19,978 - INFO - [Train] step: 112799, loss_adv_disc: 3.137302, lr_disc: 0.000010
+2023-03-24 22:27:20,188 - INFO - [Train] step: 112799, loss_mpn: 0.002919, loss_rec: 0.031726, loss_semantic: 0.385662, loss_idmrf: 0.989849, loss_adv_gen: -150.551010, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:27:51,431 - INFO - [Train] step: 112899, loss_adv_disc: 2.710263, lr_disc: 0.000010
+2023-03-24 22:27:51,635 - INFO - [Train] step: 112899, loss_mpn: 0.007685, loss_rec: 0.051823, loss_semantic: 0.710678, loss_idmrf: 2.536111, loss_adv_gen: -191.089493, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:28:23,098 - INFO - [Train] step: 112999, loss_adv_disc: -4.976475, lr_disc: 0.000010
+2023-03-24 22:28:23,299 - INFO - [Train] step: 112999, loss_mpn: 0.016198, loss_rec: 0.081450, loss_semantic: 0.925654, loss_idmrf: 6.157678, loss_adv_gen: -148.030792, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:29:15,908 - INFO - [Eval] step: 112999, bce: 0.054758, psnr: 22.739895, ssim: 0.793516, lpips: 0.168405
+2023-03-24 22:29:51,741 - INFO - [Train] step: 113099, loss_adv_disc: 0.352215, lr_disc: 0.000010
+2023-03-24 22:29:51,959 - INFO - [Train] step: 113099, loss_mpn: 0.029642, loss_rec: 0.069839, loss_semantic: 0.693774, loss_idmrf: 4.658300, loss_adv_gen: -86.651627, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:30:23,490 - INFO - [Train] step: 113199, loss_adv_disc: 3.594239, lr_disc: 0.000010
+2023-03-24 22:30:23,702 - INFO - [Train] step: 113199, loss_mpn: 0.011621, loss_rec: 0.063117, loss_semantic: 0.693911, loss_idmrf: 3.193040, loss_adv_gen: -182.491135, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:30:55,185 - INFO - [Train] step: 113299, loss_adv_disc: -5.176126, lr_disc: 0.000010
+2023-03-24 22:30:55,399 - INFO - [Train] step: 113299, loss_mpn: 0.035234, loss_rec: 0.130537, loss_semantic: 1.225943, loss_idmrf: 6.168784, loss_adv_gen: -170.078415, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:31:26,822 - INFO - [Train] step: 113399, loss_adv_disc: -0.014105, lr_disc: 0.000010
+2023-03-24 22:31:27,030 - INFO - [Train] step: 113399, loss_mpn: 0.010385, loss_rec: 0.061077, loss_semantic: 0.691634, loss_idmrf: 3.560726, loss_adv_gen: -186.818619, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:31:59,113 - INFO - [Train] step: 113499, loss_adv_disc: 2.552433, lr_disc: 0.000010
+2023-03-24 22:31:59,326 - INFO - [Train] step: 113499, loss_mpn: 0.030399, loss_rec: 0.111994, loss_semantic: 0.972071, loss_idmrf: 5.316979, loss_adv_gen: -184.290436, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:32:31,606 - INFO - [Train] step: 113599, loss_adv_disc: -4.159512, lr_disc: 0.000010
+2023-03-24 22:32:31,811 - INFO - [Train] step: 113599, loss_mpn: 0.020566, loss_rec: 0.114606, loss_semantic: 0.945768, loss_idmrf: 4.307962, loss_adv_gen: -167.399597, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:33:04,060 - INFO - [Train] step: 113699, loss_adv_disc: -0.736471, lr_disc: 0.000010
+2023-03-24 22:33:04,269 - INFO - [Train] step: 113699, loss_mpn: 0.011334, loss_rec: 0.041141, loss_semantic: 0.568692, loss_idmrf: 2.890569, loss_adv_gen: -92.012932, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:33:36,019 - INFO - [Train] step: 113799, loss_adv_disc: 1.080844, lr_disc: 0.000010
+2023-03-24 22:33:36,227 - INFO - [Train] step: 113799, loss_mpn: 0.013950, loss_rec: 0.022624, loss_semantic: 0.424099, loss_idmrf: 5.327950, loss_adv_gen: -96.988617, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:34:08,016 - INFO - [Train] step: 113899, loss_adv_disc: 4.557507, lr_disc: 0.000010
+2023-03-24 22:34:08,231 - INFO - [Train] step: 113899, loss_mpn: 0.077183, loss_rec: 0.041794, loss_semantic: 0.569336, loss_idmrf: 2.040034, loss_adv_gen: -156.403931, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:34:39,928 - INFO - [Train] step: 113999, loss_adv_disc: -3.543008, lr_disc: 0.000010
+2023-03-24 22:34:40,126 - INFO - [Train] step: 113999, loss_mpn: 0.011704, loss_rec: 0.074041, loss_semantic: 0.729547, loss_idmrf: 2.498947, loss_adv_gen: -163.071472, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:35:33,497 - INFO - [Eval] step: 113999, bce: 0.055604, psnr: 22.712360, ssim: 0.788797, lpips: 0.168941
+2023-03-24 22:36:09,449 - INFO - [Train] step: 114099, loss_adv_disc: 0.429850, lr_disc: 0.000010
+2023-03-24 22:36:09,665 - INFO - [Train] step: 114099, loss_mpn: 0.030880, loss_rec: 0.061466, loss_semantic: 0.735572, loss_idmrf: 4.849904, loss_adv_gen: -98.304558, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:36:41,566 - INFO - [Train] step: 114199, loss_adv_disc: -2.126285, lr_disc: 0.000010
+2023-03-24 22:36:41,780 - INFO - [Train] step: 114199, loss_mpn: 0.015383, loss_rec: 0.057852, loss_semantic: 0.750742, loss_idmrf: 2.961368, loss_adv_gen: -144.091766, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:37:13,458 - INFO - [Train] step: 114299, loss_adv_disc: 3.066833, lr_disc: 0.000010
+2023-03-24 22:37:13,664 - INFO - [Train] step: 114299, loss_mpn: 0.019571, loss_rec: 0.062229, loss_semantic: 0.839303, loss_idmrf: 3.478539, loss_adv_gen: -153.754593, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:37:45,314 - INFO - [Train] step: 114399, loss_adv_disc: 5.265678, lr_disc: 0.000010
+2023-03-24 22:37:45,524 - INFO - [Train] step: 114399, loss_mpn: 0.009435, loss_rec: 0.036728, loss_semantic: 0.496359, loss_idmrf: 1.170796, loss_adv_gen: -184.211975, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:38:17,263 - INFO - [Train] step: 114499, loss_adv_disc: -1.403609, lr_disc: 0.000010
+2023-03-24 22:38:17,472 - INFO - [Train] step: 114499, loss_mpn: 0.023090, loss_rec: 0.106918, loss_semantic: 1.116956, loss_idmrf: 4.369483, loss_adv_gen: -224.460876, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:38:49,883 - INFO - [Train] step: 114599, loss_adv_disc: -3.876516, lr_disc: 0.000010
+2023-03-24 22:38:50,372 - INFO - [Train] step: 114599, loss_mpn: 0.024182, loss_rec: 0.078996, loss_semantic: 0.741392, loss_idmrf: 2.536054, loss_adv_gen: -146.220184, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:39:22,007 - INFO - [Train] step: 114699, loss_adv_disc: 0.320982, lr_disc: 0.000010
+2023-03-24 22:39:22,209 - INFO - [Train] step: 114699, loss_mpn: 0.010694, loss_rec: 0.043932, loss_semantic: 0.623484, loss_idmrf: 2.769315, loss_adv_gen: -98.092819, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:39:53,745 - INFO - [Train] step: 114799, loss_adv_disc: -2.415327, lr_disc: 0.000010
+2023-03-24 22:39:53,952 - INFO - [Train] step: 114799, loss_mpn: 0.017113, loss_rec: 0.116247, loss_semantic: 0.923902, loss_idmrf: 3.037797, loss_adv_gen: -201.275452, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:40:25,562 - INFO - [Train] step: 114899, loss_adv_disc: -1.743391, lr_disc: 0.000010
+2023-03-24 22:40:25,767 - INFO - [Train] step: 114899, loss_mpn: 0.024531, loss_rec: 0.098939, loss_semantic: 1.065721, loss_idmrf: 3.269823, loss_adv_gen: -200.557190, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:40:57,422 - INFO - [Train] step: 114999, loss_adv_disc: -7.757718, lr_disc: 0.000010
+2023-03-24 22:40:57,633 - INFO - [Train] step: 114999, loss_mpn: 0.031044, loss_rec: 0.132131, loss_semantic: 1.167311, loss_idmrf: 4.478903, loss_adv_gen: -248.555359, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:41:49,935 - INFO - [Eval] step: 114999, bce: 0.054746, psnr: 22.483650, ssim: 0.788799, lpips: 0.170550
+2023-03-24 22:42:26,305 - INFO - [Train] step: 115099, loss_adv_disc: -4.618659, lr_disc: 0.000010
+2023-03-24 22:42:26,510 - INFO - [Train] step: 115099, loss_mpn: 0.046948, loss_rec: 0.165289, loss_semantic: 1.372729, loss_idmrf: 7.724360, loss_adv_gen: -174.299179, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:42:57,977 - INFO - [Train] step: 115199, loss_adv_disc: -1.300874, lr_disc: 0.000010
+2023-03-24 22:42:58,187 - INFO - [Train] step: 115199, loss_mpn: 0.041582, loss_rec: 0.038831, loss_semantic: 0.606255, loss_idmrf: 7.069393, loss_adv_gen: -52.637115, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:43:29,739 - INFO - [Train] step: 115299, loss_adv_disc: -7.404535, lr_disc: 0.000010
+2023-03-24 22:43:29,948 - INFO - [Train] step: 115299, loss_mpn: 0.022605, loss_rec: 0.102452, loss_semantic: 1.049427, loss_idmrf: 7.372283, loss_adv_gen: -168.975571, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:44:01,553 - INFO - [Train] step: 115399, loss_adv_disc: -4.484642, lr_disc: 0.000010
+2023-03-24 22:44:01,756 - INFO - [Train] step: 115399, loss_mpn: 0.021191, loss_rec: 0.063053, loss_semantic: 0.849770, loss_idmrf: 5.190987, loss_adv_gen: -143.919022, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:44:33,572 - INFO - [Train] step: 115499, loss_adv_disc: -1.240755, lr_disc: 0.000010
+2023-03-24 22:44:33,784 - INFO - [Train] step: 115499, loss_mpn: 0.012766, loss_rec: 0.062197, loss_semantic: 0.664742, loss_idmrf: 2.138000, loss_adv_gen: -156.217041, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:45:05,906 - INFO - [Train] step: 115599, loss_adv_disc: -5.116333, lr_disc: 0.000010
+2023-03-24 22:45:06,117 - INFO - [Train] step: 115599, loss_mpn: 0.021664, loss_rec: 0.077962, loss_semantic: 0.858505, loss_idmrf: 3.276927, loss_adv_gen: -173.028137, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:45:37,883 - INFO - [Train] step: 115699, loss_adv_disc: -3.907084, lr_disc: 0.000010
+2023-03-24 22:45:38,101 - INFO - [Train] step: 115699, loss_mpn: 0.030581, loss_rec: 0.132379, loss_semantic: 1.251443, loss_idmrf: 6.191618, loss_adv_gen: -176.724792, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:46:09,799 - INFO - [Train] step: 115799, loss_adv_disc: -3.419363, lr_disc: 0.000010
+2023-03-24 22:46:10,009 - INFO - [Train] step: 115799, loss_mpn: 0.029541, loss_rec: 0.093623, loss_semantic: 1.004400, loss_idmrf: 7.195250, loss_adv_gen: -126.301926, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:46:41,401 - INFO - [Train] step: 115899, loss_adv_disc: -0.323511, lr_disc: 0.000010
+2023-03-24 22:46:41,612 - INFO - [Train] step: 115899, loss_mpn: 0.013554, loss_rec: 0.077117, loss_semantic: 0.863163, loss_idmrf: 3.300418, loss_adv_gen: -132.815781, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:47:12,993 - INFO - [Train] step: 115999, loss_adv_disc: -3.634060, lr_disc: 0.000010
+2023-03-24 22:47:13,204 - INFO - [Train] step: 115999, loss_mpn: 0.033688, loss_rec: 0.099031, loss_semantic: 1.001577, loss_idmrf: 4.690520, loss_adv_gen: -82.093384, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:48:06,490 - INFO - [Eval] step: 115999, bce: 0.056396, psnr: 22.940886, ssim: 0.794154, lpips: 0.168772
+2023-03-24 22:48:41,902 - INFO - [Train] step: 116099, loss_adv_disc: -1.641886, lr_disc: 0.000010
+2023-03-24 22:48:42,113 - INFO - [Train] step: 116099, loss_mpn: 0.046911, loss_rec: 0.121366, loss_semantic: 0.893378, loss_idmrf: 5.006014, loss_adv_gen: -142.441193, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:49:13,432 - INFO - [Train] step: 116199, loss_adv_disc: -4.879496, lr_disc: 0.000010
+2023-03-24 22:49:13,639 - INFO - [Train] step: 116199, loss_mpn: 0.035637, loss_rec: 0.107043, loss_semantic: 0.984133, loss_idmrf: 6.501417, loss_adv_gen: -133.856796, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:49:45,887 - INFO - [Train] step: 116299, loss_adv_disc: -1.116421, lr_disc: 0.000010
+2023-03-24 22:49:46,095 - INFO - [Train] step: 116299, loss_mpn: 0.027343, loss_rec: 0.063308, loss_semantic: 0.639878, loss_idmrf: 3.640390, loss_adv_gen: -153.590668, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:50:17,832 - INFO - [Train] step: 116399, loss_adv_disc: -7.154653, lr_disc: 0.000010
+2023-03-24 22:50:18,045 - INFO - [Train] step: 116399, loss_mpn: 0.016495, loss_rec: 0.069883, loss_semantic: 0.773845, loss_idmrf: 3.422535, loss_adv_gen: -159.752243, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:50:50,752 - INFO - [Train] step: 116499, loss_adv_disc: 2.427624, lr_disc: 0.000010
+2023-03-24 22:50:50,978 - INFO - [Train] step: 116499, loss_mpn: 0.016799, loss_rec: 0.067830, loss_semantic: 0.726098, loss_idmrf: 3.177266, loss_adv_gen: -157.656860, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:51:23,547 - INFO - [Train] step: 116599, loss_adv_disc: 6.486774, lr_disc: 0.000010
+2023-03-24 22:51:23,758 - INFO - [Train] step: 116599, loss_mpn: 0.025352, loss_rec: 0.100937, loss_semantic: 1.119188, loss_idmrf: 4.088819, loss_adv_gen: -158.955688, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:51:55,223 - INFO - [Train] step: 116699, loss_adv_disc: 1.610284, lr_disc: 0.000010
+2023-03-24 22:51:55,430 - INFO - [Train] step: 116699, loss_mpn: 0.014750, loss_rec: 0.062738, loss_semantic: 0.710788, loss_idmrf: 4.226234, loss_adv_gen: -114.278671, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:52:27,292 - INFO - [Train] step: 116799, loss_adv_disc: 0.936389, lr_disc: 0.000010
+2023-03-24 22:52:27,502 - INFO - [Train] step: 116799, loss_mpn: 0.019240, loss_rec: 0.062190, loss_semantic: 0.754742, loss_idmrf: 3.879464, loss_adv_gen: -138.891937, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:52:58,944 - INFO - [Train] step: 116899, loss_adv_disc: -1.234797, lr_disc: 0.000010
+2023-03-24 22:52:59,147 - INFO - [Train] step: 116899, loss_mpn: 0.038840, loss_rec: 0.052207, loss_semantic: 0.702186, loss_idmrf: 4.771638, loss_adv_gen: -105.508865, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:53:30,982 - INFO - [Train] step: 116999, loss_adv_disc: -1.554129, lr_disc: 0.000010
+2023-03-24 22:53:31,193 - INFO - [Train] step: 116999, loss_mpn: 0.016704, loss_rec: 0.077160, loss_semantic: 0.766815, loss_idmrf: 3.083899, loss_adv_gen: -157.192551, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:54:23,808 - INFO - [Eval] step: 116999, bce: 0.056121, psnr: 22.834015, ssim: 0.794646, lpips: 0.168813
+2023-03-24 22:54:59,375 - INFO - [Train] step: 117099, loss_adv_disc: 1.580024, lr_disc: 0.000010
+2023-03-24 22:54:59,581 - INFO - [Train] step: 117099, loss_mpn: 0.020213, loss_rec: 0.074771, loss_semantic: 0.827827, loss_idmrf: 6.903387, loss_adv_gen: -81.578812, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:55:31,765 - INFO - [Train] step: 117199, loss_adv_disc: -5.249798, lr_disc: 0.000010
+2023-03-24 22:55:31,959 - INFO - [Train] step: 117199, loss_mpn: 0.031097, loss_rec: 0.103730, loss_semantic: 1.048768, loss_idmrf: 4.420317, loss_adv_gen: -135.607513, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:56:03,331 - INFO - [Train] step: 117299, loss_adv_disc: 1.130733, lr_disc: 0.000010
+2023-03-24 22:56:03,539 - INFO - [Train] step: 117299, loss_mpn: 0.045390, loss_rec: 0.127180, loss_semantic: 1.183486, loss_idmrf: 4.229945, loss_adv_gen: -175.632874, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:56:35,667 - INFO - [Train] step: 117399, loss_adv_disc: 0.915042, lr_disc: 0.000010
+2023-03-24 22:56:35,879 - INFO - [Train] step: 117399, loss_mpn: 0.018365, loss_rec: 0.110448, loss_semantic: 1.172294, loss_idmrf: 4.259565, loss_adv_gen: -173.367432, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:57:08,437 - INFO - [Train] step: 117499, loss_adv_disc: 1.574500, lr_disc: 0.000010
+2023-03-24 22:57:08,651 - INFO - [Train] step: 117499, loss_mpn: 0.017199, loss_rec: 0.093670, loss_semantic: 0.882321, loss_idmrf: 3.474771, loss_adv_gen: -140.845703, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:57:41,120 - INFO - [Train] step: 117599, loss_adv_disc: -0.368206, lr_disc: 0.000010
+2023-03-24 22:57:41,332 - INFO - [Train] step: 117599, loss_mpn: 0.023973, loss_rec: 0.122373, loss_semantic: 1.303585, loss_idmrf: 4.902715, loss_adv_gen: -234.234146, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:58:13,225 - INFO - [Train] step: 117699, loss_adv_disc: -20.406853, lr_disc: 0.000010
+2023-03-24 22:58:13,430 - INFO - [Train] step: 117699, loss_mpn: 0.026362, loss_rec: 0.158226, loss_semantic: 1.282295, loss_idmrf: 6.943848, loss_adv_gen: -157.173248, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:58:45,198 - INFO - [Train] step: 117799, loss_adv_disc: -4.956723, lr_disc: 0.000010
+2023-03-24 22:58:45,402 - INFO - [Train] step: 117799, loss_mpn: 0.031395, loss_rec: 0.073065, loss_semantic: 0.944071, loss_idmrf: 5.383247, loss_adv_gen: -113.059708, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:59:17,614 - INFO - [Train] step: 117899, loss_adv_disc: 0.526521, lr_disc: 0.000010
+2023-03-24 22:59:17,818 - INFO - [Train] step: 117899, loss_mpn: 0.007213, loss_rec: 0.026692, loss_semantic: 0.458004, loss_idmrf: 2.561561, loss_adv_gen: -106.212708, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:59:49,671 - INFO - [Train] step: 117999, loss_adv_disc: -4.451134, lr_disc: 0.000010
+2023-03-24 22:59:49,880 - INFO - [Train] step: 117999, loss_mpn: 0.012424, loss_rec: 0.070595, loss_semantic: 0.797780, loss_idmrf: 2.326417, loss_adv_gen: -173.348480, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:00:43,812 - INFO - [Eval] step: 117999, bce: 0.056189, psnr: 22.928577, ssim: 0.797515, lpips: 0.168551
+2023-03-24 23:01:19,788 - INFO - [Train] step: 118099, loss_adv_disc: -2.707870, lr_disc: 0.000010
+2023-03-24 23:01:19,999 - INFO - [Train] step: 118099, loss_mpn: 0.035393, loss_rec: 0.129943, loss_semantic: 1.166311, loss_idmrf: 6.028811, loss_adv_gen: -144.556244, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:01:51,721 - INFO - [Train] step: 118199, loss_adv_disc: -5.663653, lr_disc: 0.000010
+2023-03-24 23:01:51,929 - INFO - [Train] step: 118199, loss_mpn: 0.021325, loss_rec: 0.074972, loss_semantic: 0.777514, loss_idmrf: 3.799871, loss_adv_gen: -145.628815, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:02:24,098 - INFO - [Train] step: 118299, loss_adv_disc: 0.843550, lr_disc: 0.000010
+2023-03-24 23:02:24,310 - INFO - [Train] step: 118299, loss_mpn: 0.035488, loss_rec: 0.071726, loss_semantic: 0.841091, loss_idmrf: 5.883733, loss_adv_gen: -115.379517, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:02:56,025 - INFO - [Train] step: 118399, loss_adv_disc: 3.785036, lr_disc: 0.000010
+2023-03-24 23:02:56,240 - INFO - [Train] step: 118399, loss_mpn: 0.013664, loss_rec: 0.069430, loss_semantic: 0.769381, loss_idmrf: 3.194627, loss_adv_gen: -164.224197, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:03:28,714 - INFO - [Train] step: 118499, loss_adv_disc: -7.986977, lr_disc: 0.000010
+2023-03-24 23:03:28,924 - INFO - [Train] step: 118499, loss_mpn: 0.056800, loss_rec: 0.152311, loss_semantic: 1.160124, loss_idmrf: 6.443342, loss_adv_gen: -149.741409, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:04:00,679 - INFO - [Train] step: 118599, loss_adv_disc: -5.868538, lr_disc: 0.000010
+2023-03-24 23:04:00,895 - INFO - [Train] step: 118599, loss_mpn: 0.026184, loss_rec: 0.109084, loss_semantic: 1.066556, loss_idmrf: 6.353115, loss_adv_gen: -136.732727, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:04:32,582 - INFO - [Train] step: 118699, loss_adv_disc: 1.756065, lr_disc: 0.000010
+2023-03-24 23:04:32,791 - INFO - [Train] step: 118699, loss_mpn: 0.009894, loss_rec: 0.058852, loss_semantic: 0.696191, loss_idmrf: 2.504681, loss_adv_gen: -198.309998, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:05:04,582 - INFO - [Train] step: 118799, loss_adv_disc: 0.491918, lr_disc: 0.000010
+2023-03-24 23:05:04,794 - INFO - [Train] step: 118799, loss_mpn: 0.006848, loss_rec: 0.029335, loss_semantic: 0.426874, loss_idmrf: 1.008303, loss_adv_gen: -153.674408, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:05:36,720 - INFO - [Train] step: 118899, loss_adv_disc: -14.853691, lr_disc: 0.000010
+2023-03-24 23:05:36,932 - INFO - [Train] step: 118899, loss_mpn: 0.029538, loss_rec: 0.105098, loss_semantic: 1.106644, loss_idmrf: 5.541877, loss_adv_gen: -170.225403, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:06:08,646 - INFO - [Train] step: 118999, loss_adv_disc: -2.663563, lr_disc: 0.000010
+2023-03-24 23:06:08,853 - INFO - [Train] step: 118999, loss_mpn: 0.038251, loss_rec: 0.084593, loss_semantic: 0.973354, loss_idmrf: 7.545507, loss_adv_gen: -102.679314, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:07:02,504 - INFO - [Eval] step: 118999, bce: 0.055283, psnr: 22.849541, ssim: 0.794134, lpips: 0.167763
+2023-03-24 23:07:38,167 - INFO - [Train] step: 119099, loss_adv_disc: -1.666826, lr_disc: 0.000010
+2023-03-24 23:07:38,370 - INFO - [Train] step: 119099, loss_mpn: 0.084544, loss_rec: 0.099866, loss_semantic: 1.082054, loss_idmrf: 9.251236, loss_adv_gen: -112.639862, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:08:10,110 - INFO - [Train] step: 119199, loss_adv_disc: 1.509491, lr_disc: 0.000010
+2023-03-24 23:08:10,312 - INFO - [Train] step: 119199, loss_mpn: 0.020050, loss_rec: 0.058805, loss_semantic: 0.665302, loss_idmrf: 3.736783, loss_adv_gen: -134.849258, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:08:41,683 - INFO - [Train] step: 119299, loss_adv_disc: 3.018391, lr_disc: 0.000010
+2023-03-24 23:08:41,889 - INFO - [Train] step: 119299, loss_mpn: 0.004081, loss_rec: 0.035448, loss_semantic: 0.467646, loss_idmrf: 1.120079, loss_adv_gen: -199.306885, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:09:14,328 - INFO - [Train] step: 119399, loss_adv_disc: -6.357224, lr_disc: 0.000010
+2023-03-24 23:09:14,546 - INFO - [Train] step: 119399, loss_mpn: 0.033502, loss_rec: 0.097318, loss_semantic: 1.075536, loss_idmrf: 6.521216, loss_adv_gen: -135.536484, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:09:46,728 - INFO - [Train] step: 119499, loss_adv_disc: -3.799281, lr_disc: 0.000010
+2023-03-24 23:09:47,166 - INFO - [Train] step: 119499, loss_mpn: 0.007255, loss_rec: 0.040471, loss_semantic: 0.548304, loss_idmrf: 2.431312, loss_adv_gen: -108.616463, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:10:18,247 - INFO - [Train] step: 119599, loss_adv_disc: -9.737499, lr_disc: 0.000010
+2023-03-24 23:10:18,456 - INFO - [Train] step: 119599, loss_mpn: 0.050239, loss_rec: 0.105766, loss_semantic: 1.035115, loss_idmrf: 7.605921, loss_adv_gen: -116.533646, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:10:50,172 - INFO - [Train] step: 119699, loss_adv_disc: -4.572250, lr_disc: 0.000010
+2023-03-24 23:10:50,382 - INFO - [Train] step: 119699, loss_mpn: 0.036076, loss_rec: 0.155439, loss_semantic: 1.418296, loss_idmrf: 6.521668, loss_adv_gen: -143.811508, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:11:22,022 - INFO - [Train] step: 119799, loss_adv_disc: 0.571166, lr_disc: 0.000010
+2023-03-24 23:11:22,227 - INFO - [Train] step: 119799, loss_mpn: 0.011886, loss_rec: 0.060206, loss_semantic: 0.680764, loss_idmrf: 2.126437, loss_adv_gen: -140.884583, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:11:53,936 - INFO - [Train] step: 119899, loss_adv_disc: -8.734842, lr_disc: 0.000010
+2023-03-24 23:11:54,138 - INFO - [Train] step: 119899, loss_mpn: 0.046660, loss_rec: 0.136802, loss_semantic: 1.273741, loss_idmrf: 9.064280, loss_adv_gen: -148.169769, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:12:25,488 - INFO - [Train] step: 119999, loss_adv_disc: 0.571657, lr_disc: 0.000010
+2023-03-24 23:12:25,693 - INFO - [Train] step: 119999, loss_mpn: 0.027272, loss_rec: 0.069359, loss_semantic: 0.828715, loss_idmrf: 3.530417, loss_adv_gen: -139.892212, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:13:19,173 - INFO - [Eval] step: 119999, bce: 0.054497, psnr: 22.855719, ssim: 0.795196, lpips: 0.168586
+2023-03-24 23:13:54,643 - INFO - [Train] step: 120099, loss_adv_disc: 0.639971, lr_disc: 0.000010
+2023-03-24 23:13:54,853 - INFO - [Train] step: 120099, loss_mpn: 0.008938, loss_rec: 0.033105, loss_semantic: 0.446873, loss_idmrf: 2.055255, loss_adv_gen: -119.705032, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:14:26,723 - INFO - [Train] step: 120199, loss_adv_disc: 1.723789, lr_disc: 0.000010
+2023-03-24 23:14:26,928 - INFO - [Train] step: 120199, loss_mpn: 0.015759, loss_rec: 0.091033, loss_semantic: 0.829123, loss_idmrf: 3.148237, loss_adv_gen: -194.111206, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:14:58,638 - INFO - [Train] step: 120299, loss_adv_disc: 0.366934, lr_disc: 0.000010
+2023-03-24 23:14:58,849 - INFO - [Train] step: 120299, loss_mpn: 0.041233, loss_rec: 0.062461, loss_semantic: 0.684192, loss_idmrf: 4.502054, loss_adv_gen: -124.749603, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:15:31,521 - INFO - [Train] step: 120399, loss_adv_disc: 1.009231, lr_disc: 0.000010
+2023-03-24 23:15:31,734 - INFO - [Train] step: 120399, loss_mpn: 0.008837, loss_rec: 0.071119, loss_semantic: 0.706597, loss_idmrf: 1.693150, loss_adv_gen: -194.432785, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:16:03,974 - INFO - [Train] step: 120499, loss_adv_disc: 1.605822, lr_disc: 0.000010
+2023-03-24 23:16:04,180 - INFO - [Train] step: 120499, loss_mpn: 0.019518, loss_rec: 0.065979, loss_semantic: 0.778505, loss_idmrf: 4.107815, loss_adv_gen: -107.845596, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:16:35,980 - INFO - [Train] step: 120599, loss_adv_disc: 2.237751, lr_disc: 0.000010
+2023-03-24 23:16:36,188 - INFO - [Train] step: 120599, loss_mpn: 0.011126, loss_rec: 0.064747, loss_semantic: 0.750659, loss_idmrf: 2.578279, loss_adv_gen: -175.489624, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:17:07,761 - INFO - [Train] step: 120699, loss_adv_disc: -0.029289, lr_disc: 0.000010
+2023-03-24 23:17:07,979 - INFO - [Train] step: 120699, loss_mpn: 0.011130, loss_rec: 0.053969, loss_semantic: 0.656759, loss_idmrf: 2.277580, loss_adv_gen: -170.399979, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:17:39,365 - INFO - [Train] step: 120799, loss_adv_disc: -3.141402, lr_disc: 0.000010
+2023-03-24 23:17:39,574 - INFO - [Train] step: 120799, loss_mpn: 0.008757, loss_rec: 0.047362, loss_semantic: 0.648007, loss_idmrf: 2.880549, loss_adv_gen: -123.358597, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:18:11,309 - INFO - [Train] step: 120899, loss_adv_disc: 3.717220, lr_disc: 0.000010
+2023-03-24 23:18:11,520 - INFO - [Train] step: 120899, loss_mpn: 0.086865, loss_rec: 0.086876, loss_semantic: 0.900391, loss_idmrf: 5.656312, loss_adv_gen: -89.491272, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:18:43,399 - INFO - [Train] step: 120999, loss_adv_disc: -1.671207, lr_disc: 0.000010
+2023-03-24 23:18:43,603 - INFO - [Train] step: 120999, loss_mpn: 0.033373, loss_rec: 0.113557, loss_semantic: 1.175423, loss_idmrf: 5.309346, loss_adv_gen: -172.407242, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:19:36,851 - INFO - [Eval] step: 120999, bce: 0.056170, psnr: 22.726650, ssim: 0.791288, lpips: 0.168253
+2023-03-24 23:20:12,328 - INFO - [Train] step: 121099, loss_adv_disc: -3.999496, lr_disc: 0.000010
+2023-03-24 23:20:12,534 - INFO - [Train] step: 121099, loss_mpn: 0.036235, loss_rec: 0.129910, loss_semantic: 1.198744, loss_idmrf: 5.818377, loss_adv_gen: -168.015671, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:20:44,218 - INFO - [Train] step: 121199, loss_adv_disc: -3.260012, lr_disc: 0.000010
+2023-03-24 23:20:44,429 - INFO - [Train] step: 121199, loss_mpn: 0.018048, loss_rec: 0.083799, loss_semantic: 0.956425, loss_idmrf: 4.820159, loss_adv_gen: -124.815224, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:21:16,276 - INFO - [Train] step: 121299, loss_adv_disc: -4.091398, lr_disc: 0.000010
+2023-03-24 23:21:16,493 - INFO - [Train] step: 121299, loss_mpn: 0.040578, loss_rec: 0.086878, loss_semantic: 0.909615, loss_idmrf: 5.485187, loss_adv_gen: -144.497421, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:21:48,954 - INFO - [Train] step: 121399, loss_adv_disc: -0.350724, lr_disc: 0.000010
+2023-03-24 23:21:49,163 - INFO - [Train] step: 121399, loss_mpn: 0.057066, loss_rec: 0.143121, loss_semantic: 1.335899, loss_idmrf: 9.681808, loss_adv_gen: -156.520905, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:22:21,185 - INFO - [Train] step: 121499, loss_adv_disc: -11.130996, lr_disc: 0.000010
+2023-03-24 23:22:21,391 - INFO - [Train] step: 121499, loss_mpn: 0.030933, loss_rec: 0.065410, loss_semantic: 0.883935, loss_idmrf: 6.364357, loss_adv_gen: -64.592911, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:22:52,822 - INFO - [Train] step: 121599, loss_adv_disc: -16.466263, lr_disc: 0.000010
+2023-03-24 23:22:53,033 - INFO - [Train] step: 121599, loss_mpn: 0.022417, loss_rec: 0.161059, loss_semantic: 1.165962, loss_idmrf: 4.564810, loss_adv_gen: -205.119232, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:23:24,980 - INFO - [Train] step: 121699, loss_adv_disc: -2.788136, lr_disc: 0.000010
+2023-03-24 23:23:25,193 - INFO - [Train] step: 121699, loss_mpn: 0.015243, loss_rec: 0.069166, loss_semantic: 0.778560, loss_idmrf: 3.492452, loss_adv_gen: -182.884293, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:23:57,269 - INFO - [Train] step: 121799, loss_adv_disc: -3.892784, lr_disc: 0.000010
+2023-03-24 23:23:57,479 - INFO - [Train] step: 121799, loss_mpn: 0.033147, loss_rec: 0.095905, loss_semantic: 1.062801, loss_idmrf: 6.239612, loss_adv_gen: -76.799904, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:24:29,147 - INFO - [Train] step: 121899, loss_adv_disc: -5.799628, lr_disc: 0.000010
+2023-03-24 23:24:29,359 - INFO - [Train] step: 121899, loss_mpn: 0.034957, loss_rec: 0.074526, loss_semantic: 0.767833, loss_idmrf: 3.940404, loss_adv_gen: -101.610771, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:25:01,034 - INFO - [Train] step: 121999, loss_adv_disc: -5.682866, lr_disc: 0.000010
+2023-03-24 23:25:01,241 - INFO - [Train] step: 121999, loss_mpn: 0.062796, loss_rec: 0.105915, loss_semantic: 0.984650, loss_idmrf: 9.889753, loss_adv_gen: -131.828308, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:25:54,562 - INFO - [Eval] step: 121999, bce: 0.054309, psnr: 22.549667, ssim: 0.790922, lpips: 0.168867
+2023-03-24 23:26:30,414 - INFO - [Train] step: 122099, loss_adv_disc: -7.623646, lr_disc: 0.000010
+2023-03-24 23:26:30,617 - INFO - [Train] step: 122099, loss_mpn: 0.023420, loss_rec: 0.088124, loss_semantic: 0.813407, loss_idmrf: 4.839114, loss_adv_gen: -119.717285, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:27:02,018 - INFO - [Train] step: 122199, loss_adv_disc: 2.461596, lr_disc: 0.000010
+2023-03-24 23:27:02,220 - INFO - [Train] step: 122199, loss_mpn: 0.006313, loss_rec: 0.023292, loss_semantic: 0.364866, loss_idmrf: 2.483485, loss_adv_gen: -144.071854, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:27:34,670 - INFO - [Train] step: 122299, loss_adv_disc: -2.820532, lr_disc: 0.000010
+2023-03-24 23:27:34,878 - INFO - [Train] step: 122299, loss_mpn: 0.010906, loss_rec: 0.045721, loss_semantic: 0.529559, loss_idmrf: 2.990650, loss_adv_gen: -92.878220, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:28:07,070 - INFO - [Train] step: 122399, loss_adv_disc: -9.218895, lr_disc: 0.000010
+2023-03-24 23:28:07,288 - INFO - [Train] step: 122399, loss_mpn: 0.041201, loss_rec: 0.153270, loss_semantic: 1.311315, loss_idmrf: 8.000931, loss_adv_gen: -154.260590, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:28:38,836 - INFO - [Train] step: 122499, loss_adv_disc: -18.650671, lr_disc: 0.000010
+2023-03-24 23:28:39,049 - INFO - [Train] step: 122499, loss_mpn: 0.045273, loss_rec: 0.096750, loss_semantic: 0.998596, loss_idmrf: 7.297445, loss_adv_gen: -87.574684, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:29:10,601 - INFO - [Train] step: 122599, loss_adv_disc: -4.536482, lr_disc: 0.000010
+2023-03-24 23:29:10,810 - INFO - [Train] step: 122599, loss_mpn: 0.023341, loss_rec: 0.084182, loss_semantic: 0.781538, loss_idmrf: 3.422667, loss_adv_gen: -135.944763, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:29:42,386 - INFO - [Train] step: 122699, loss_adv_disc: 2.994064, lr_disc: 0.000010
+2023-03-24 23:29:42,591 - INFO - [Train] step: 122699, loss_mpn: 0.011337, loss_rec: 0.053699, loss_semantic: 0.586023, loss_idmrf: 1.757575, loss_adv_gen: -160.337112, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:30:14,649 - INFO - [Train] step: 122799, loss_adv_disc: -0.061622, lr_disc: 0.000010
+2023-03-24 23:30:14,860 - INFO - [Train] step: 122799, loss_mpn: 0.017062, loss_rec: 0.057074, loss_semantic: 0.720559, loss_idmrf: 4.448938, loss_adv_gen: -120.539429, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:30:46,371 - INFO - [Train] step: 122899, loss_adv_disc: -1.805028, lr_disc: 0.000010
+2023-03-24 23:30:46,578 - INFO - [Train] step: 122899, loss_mpn: 0.031297, loss_rec: 0.114381, loss_semantic: 1.132650, loss_idmrf: 5.856996, loss_adv_gen: -177.552872, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:31:17,936 - INFO - [Train] step: 122999, loss_adv_disc: 1.638448, lr_disc: 0.000010
+2023-03-24 23:31:18,149 - INFO - [Train] step: 122999, loss_mpn: 0.025867, loss_rec: 0.095458, loss_semantic: 0.956878, loss_idmrf: 5.093791, loss_adv_gen: -127.213791, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:32:11,143 - INFO - [Eval] step: 122999, bce: 0.055681, psnr: 22.803028, ssim: 0.793696, lpips: 0.167516
+2023-03-24 23:32:46,702 - INFO - [Train] step: 123099, loss_adv_disc: 1.420231, lr_disc: 0.000010
+2023-03-24 23:32:46,906 - INFO - [Train] step: 123099, loss_mpn: 0.003496, loss_rec: 0.024171, loss_semantic: 0.384007, loss_idmrf: 1.046692, loss_adv_gen: -101.254021, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:33:18,874 - INFO - [Train] step: 123199, loss_adv_disc: -0.324036, lr_disc: 0.000010
+2023-03-24 23:33:19,085 - INFO - [Train] step: 123199, loss_mpn: 0.011719, loss_rec: 0.069800, loss_semantic: 0.814422, loss_idmrf: 3.324462, loss_adv_gen: -172.463593, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:33:51,516 - INFO - [Train] step: 123299, loss_adv_disc: -2.770100, lr_disc: 0.000010
+2023-03-24 23:33:51,727 - INFO - [Train] step: 123299, loss_mpn: 0.015121, loss_rec: 0.071909, loss_semantic: 0.976586, loss_idmrf: 4.040133, loss_adv_gen: -127.705154, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:34:23,850 - INFO - [Train] step: 123399, loss_adv_disc: -0.171949, lr_disc: 0.000010
+2023-03-24 23:34:24,067 - INFO - [Train] step: 123399, loss_mpn: 0.010243, loss_rec: 0.049308, loss_semantic: 0.560349, loss_idmrf: 2.503078, loss_adv_gen: -124.723900, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:34:55,610 - INFO - [Train] step: 123499, loss_adv_disc: -2.215644, lr_disc: 0.000010
+2023-03-24 23:34:55,823 - INFO - [Train] step: 123499, loss_mpn: 0.025630, loss_rec: 0.066787, loss_semantic: 0.786368, loss_idmrf: 4.871480, loss_adv_gen: -129.080719, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:35:27,070 - INFO - [Train] step: 123599, loss_adv_disc: -2.479333, lr_disc: 0.000010
+2023-03-24 23:35:27,282 - INFO - [Train] step: 123599, loss_mpn: 0.016541, loss_rec: 0.068780, loss_semantic: 0.729784, loss_idmrf: 3.508895, loss_adv_gen: -113.766693, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:35:58,781 - INFO - [Train] step: 123699, loss_adv_disc: -0.491328, lr_disc: 0.000010
+2023-03-24 23:35:58,985 - INFO - [Train] step: 123699, loss_mpn: 0.018628, loss_rec: 0.067665, loss_semantic: 0.753693, loss_idmrf: 4.904006, loss_adv_gen: -103.598366, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:36:30,794 - INFO - [Train] step: 123799, loss_adv_disc: -1.408975, lr_disc: 0.000010
+2023-03-24 23:36:31,005 - INFO - [Train] step: 123799, loss_mpn: 0.015993, loss_rec: 0.069670, loss_semantic: 0.787913, loss_idmrf: 3.247115, loss_adv_gen: -153.732758, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:37:02,652 - INFO - [Train] step: 123899, loss_adv_disc: -2.241435, lr_disc: 0.000010
+2023-03-24 23:37:02,858 - INFO - [Train] step: 123899, loss_mpn: 0.022289, loss_rec: 0.082213, loss_semantic: 0.939376, loss_idmrf: 4.376017, loss_adv_gen: -158.875320, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:37:34,533 - INFO - [Train] step: 123999, loss_adv_disc: 1.428890, lr_disc: 0.000010
+2023-03-24 23:37:34,744 - INFO - [Train] step: 123999, loss_mpn: 0.034344, loss_rec: 0.096532, loss_semantic: 0.813636, loss_idmrf: 4.382531, loss_adv_gen: -143.430145, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:38:27,407 - INFO - [Eval] step: 123999, bce: 0.055206, psnr: 22.670183, ssim: 0.787710, lpips: 0.169220
+2023-03-24 23:39:03,505 - INFO - [Train] step: 124099, loss_adv_disc: 0.502199, lr_disc: 0.000010
+2023-03-24 23:39:03,707 - INFO - [Train] step: 124099, loss_mpn: 0.017488, loss_rec: 0.082056, loss_semantic: 0.878044, loss_idmrf: 3.603111, loss_adv_gen: -126.692345, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:39:35,312 - INFO - [Train] step: 124199, loss_adv_disc: -1.663650, lr_disc: 0.000010
+2023-03-24 23:39:35,523 - INFO - [Train] step: 124199, loss_mpn: 0.017509, loss_rec: 0.094028, loss_semantic: 0.787190, loss_idmrf: 4.295537, loss_adv_gen: -132.884674, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:40:08,129 - INFO - [Train] step: 124299, loss_adv_disc: -0.708042, lr_disc: 0.000010
+2023-03-24 23:40:08,345 - INFO - [Train] step: 124299, loss_mpn: 0.045299, loss_rec: 0.166457, loss_semantic: 1.355087, loss_idmrf: 6.015410, loss_adv_gen: -225.743118, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:40:40,320 - INFO - [Train] step: 124399, loss_adv_disc: -6.594533, lr_disc: 0.000010
+2023-03-24 23:40:40,530 - INFO - [Train] step: 124399, loss_mpn: 0.021381, loss_rec: 0.097747, loss_semantic: 0.978294, loss_idmrf: 4.444698, loss_adv_gen: -130.083725, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:41:12,425 - INFO - [Train] step: 124499, loss_adv_disc: -8.329166, lr_disc: 0.000010
+2023-03-24 23:41:12,632 - INFO - [Train] step: 124499, loss_mpn: 0.038489, loss_rec: 0.087967, loss_semantic: 0.976981, loss_idmrf: 5.405898, loss_adv_gen: -136.171677, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:41:44,311 - INFO - [Train] step: 124599, loss_adv_disc: 1.564162, lr_disc: 0.000010
+2023-03-24 23:41:44,518 - INFO - [Train] step: 124599, loss_mpn: 0.006361, loss_rec: 0.029626, loss_semantic: 0.449709, loss_idmrf: 1.663248, loss_adv_gen: -111.618347, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:42:16,143 - INFO - [Train] step: 124699, loss_adv_disc: -0.091198, lr_disc: 0.000010
+2023-03-24 23:42:16,351 - INFO - [Train] step: 124699, loss_mpn: 0.005764, loss_rec: 0.030946, loss_semantic: 0.486116, loss_idmrf: 2.388498, loss_adv_gen: -133.996536, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:42:48,311 - INFO - [Train] step: 124799, loss_adv_disc: 0.426210, lr_disc: 0.000010
+2023-03-24 23:42:48,530 - INFO - [Train] step: 124799, loss_mpn: 0.010258, loss_rec: 0.052907, loss_semantic: 0.663991, loss_idmrf: 3.288406, loss_adv_gen: -153.011398, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:43:20,728 - INFO - [Train] step: 124899, loss_adv_disc: 1.391133, lr_disc: 0.000010
+2023-03-24 23:43:20,936 - INFO - [Train] step: 124899, loss_mpn: 0.015185, loss_rec: 0.072745, loss_semantic: 0.802809, loss_idmrf: 2.239634, loss_adv_gen: -153.817139, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:43:52,835 - INFO - [Train] step: 124999, loss_adv_disc: -8.568094, lr_disc: 0.000010
+2023-03-24 23:43:53,047 - INFO - [Train] step: 124999, loss_mpn: 0.034174, loss_rec: 0.089193, loss_semantic: 0.992026, loss_idmrf: 5.355448, loss_adv_gen: -104.413322, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:44:45,400 - INFO - [Eval] step: 124999, bce: 0.055430, psnr: 22.817593, ssim: 0.794565, lpips: 0.168115
+2023-03-24 23:45:21,291 - INFO - [Train] step: 125099, loss_adv_disc: -9.059011, lr_disc: 0.000010
+2023-03-24 23:45:21,500 - INFO - [Train] step: 125099, loss_mpn: 0.039487, loss_rec: 0.164675, loss_semantic: 1.382367, loss_idmrf: 5.777505, loss_adv_gen: -186.231079, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:45:54,035 - INFO - [Train] step: 125199, loss_adv_disc: -0.907629, lr_disc: 0.000010
+2023-03-24 23:45:54,245 - INFO - [Train] step: 125199, loss_mpn: 0.046406, loss_rec: 0.095249, loss_semantic: 1.043829, loss_idmrf: 5.638036, loss_adv_gen: -130.845245, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:46:26,163 - INFO - [Train] step: 125299, loss_adv_disc: 0.140096, lr_disc: 0.000010
+2023-03-24 23:46:26,373 - INFO - [Train] step: 125299, loss_mpn: 0.006490, loss_rec: 0.049272, loss_semantic: 0.690677, loss_idmrf: 3.318308, loss_adv_gen: -117.333786, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:46:58,274 - INFO - [Train] step: 125399, loss_adv_disc: -11.588675, lr_disc: 0.000010
+2023-03-24 23:46:58,484 - INFO - [Train] step: 125399, loss_mpn: 0.026158, loss_rec: 0.129243, loss_semantic: 1.351752, loss_idmrf: 5.769554, loss_adv_gen: -158.811630, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:47:30,201 - INFO - [Train] step: 125499, loss_adv_disc: -13.388124, lr_disc: 0.000010
+2023-03-24 23:47:30,412 - INFO - [Train] step: 125499, loss_mpn: 0.023130, loss_rec: 0.091659, loss_semantic: 0.865790, loss_idmrf: 4.170127, loss_adv_gen: -104.998177, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:48:02,574 - INFO - [Train] step: 125599, loss_adv_disc: 0.332577, lr_disc: 0.000010
+2023-03-24 23:48:02,777 - INFO - [Train] step: 125599, loss_mpn: 0.034995, loss_rec: 0.073642, loss_semantic: 0.792767, loss_idmrf: 6.919763, loss_adv_gen: -86.805923, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:48:34,943 - INFO - [Train] step: 125699, loss_adv_disc: -6.149728, lr_disc: 0.000010
+2023-03-24 23:48:35,161 - INFO - [Train] step: 125699, loss_mpn: 0.021584, loss_rec: 0.095985, loss_semantic: 0.968073, loss_idmrf: 4.814996, loss_adv_gen: -172.431320, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:49:07,387 - INFO - [Train] step: 125799, loss_adv_disc: -1.120850, lr_disc: 0.000010
+2023-03-24 23:49:07,597 - INFO - [Train] step: 125799, loss_mpn: 0.021278, loss_rec: 0.055828, loss_semantic: 0.733541, loss_idmrf: 4.716838, loss_adv_gen: -106.882462, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:49:39,347 - INFO - [Train] step: 125899, loss_adv_disc: 0.354695, lr_disc: 0.000010
+2023-03-24 23:49:39,555 - INFO - [Train] step: 125899, loss_mpn: 0.008282, loss_rec: 0.041600, loss_semantic: 0.542603, loss_idmrf: 2.046175, loss_adv_gen: -149.026688, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:50:11,638 - INFO - [Train] step: 125999, loss_adv_disc: -1.781937, lr_disc: 0.000010
+2023-03-24 23:50:11,852 - INFO - [Train] step: 125999, loss_mpn: 0.007522, loss_rec: 0.051547, loss_semantic: 0.666861, loss_idmrf: 2.970571, loss_adv_gen: -129.718796, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:51:05,338 - INFO - [Eval] step: 125999, bce: 0.055599, psnr: 22.687233, ssim: 0.790744, lpips: 0.168392
+2023-03-24 23:51:41,374 - INFO - [Train] step: 126099, loss_adv_disc: -5.396594, lr_disc: 0.000010
+2023-03-24 23:51:41,585 - INFO - [Train] step: 126099, loss_mpn: 0.037849, loss_rec: 0.137570, loss_semantic: 1.181840, loss_idmrf: 10.455215, loss_adv_gen: -162.873383, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:52:14,030 - INFO - [Train] step: 126199, loss_adv_disc: -5.215611, lr_disc: 0.000010
+2023-03-24 23:52:14,242 - INFO - [Train] step: 126199, loss_mpn: 0.046861, loss_rec: 0.124739, loss_semantic: 1.039410, loss_idmrf: 6.797156, loss_adv_gen: -119.861847, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:52:46,101 - INFO - [Train] step: 126299, loss_adv_disc: 0.699117, lr_disc: 0.000010
+2023-03-24 23:52:46,322 - INFO - [Train] step: 126299, loss_mpn: 0.004471, loss_rec: 0.027983, loss_semantic: 0.418432, loss_idmrf: 1.758362, loss_adv_gen: -83.311127, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:53:18,200 - INFO - [Train] step: 126399, loss_adv_disc: -5.487239, lr_disc: 0.000010
+2023-03-24 23:53:18,416 - INFO - [Train] step: 126399, loss_mpn: 0.019733, loss_rec: 0.047800, loss_semantic: 0.585484, loss_idmrf: 3.724011, loss_adv_gen: -85.774902, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:53:49,796 - INFO - [Train] step: 126499, loss_adv_disc: -1.858305, lr_disc: 0.000010
+2023-03-24 23:53:50,003 - INFO - [Train] step: 126499, loss_mpn: 0.036338, loss_rec: 0.086066, loss_semantic: 1.093547, loss_idmrf: 6.724520, loss_adv_gen: -135.808167, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:54:21,726 - INFO - [Train] step: 126599, loss_adv_disc: 0.932581, lr_disc: 0.000010
+2023-03-24 23:54:21,936 - INFO - [Train] step: 126599, loss_mpn: 0.017334, loss_rec: 0.055247, loss_semantic: 0.681869, loss_idmrf: 4.207297, loss_adv_gen: -99.323860, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:54:53,509 - INFO - [Train] step: 126699, loss_adv_disc: -5.395614, lr_disc: 0.000010
+2023-03-24 23:54:53,726 - INFO - [Train] step: 126699, loss_mpn: 0.014961, loss_rec: 0.071010, loss_semantic: 0.763639, loss_idmrf: 3.272242, loss_adv_gen: -173.100922, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:55:26,148 - INFO - [Train] step: 126799, loss_adv_disc: 1.306276, lr_disc: 0.000010
+2023-03-24 23:55:26,364 - INFO - [Train] step: 126799, loss_mpn: 0.011871, loss_rec: 0.043257, loss_semantic: 0.525029, loss_idmrf: 1.669540, loss_adv_gen: -106.712944, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:55:57,965 - INFO - [Train] step: 126899, loss_adv_disc: -9.320153, lr_disc: 0.000010
+2023-03-24 23:55:58,173 - INFO - [Train] step: 126899, loss_mpn: 0.045052, loss_rec: 0.125921, loss_semantic: 1.020174, loss_idmrf: 6.673239, loss_adv_gen: -134.487442, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:56:29,659 - INFO - [Train] step: 126999, loss_adv_disc: -1.984926, lr_disc: 0.000010
+2023-03-24 23:56:29,862 - INFO - [Train] step: 126999, loss_mpn: 0.022079, loss_rec: 0.071621, loss_semantic: 0.889866, loss_idmrf: 6.553605, loss_adv_gen: -141.588333, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:57:22,805 - INFO - [Eval] step: 126999, bce: 0.055927, psnr: 22.673651, ssim: 0.792222, lpips: 0.167873
+2023-03-24 23:57:58,818 - INFO - [Train] step: 127099, loss_adv_disc: -0.271505, lr_disc: 0.000010
+2023-03-24 23:57:59,035 - INFO - [Train] step: 127099, loss_mpn: 0.013328, loss_rec: 0.071368, loss_semantic: 0.906090, loss_idmrf: 2.969855, loss_adv_gen: -169.796967, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:58:31,461 - INFO - [Train] step: 127199, loss_adv_disc: 1.613737, lr_disc: 0.000010
+2023-03-24 23:58:31,673 - INFO - [Train] step: 127199, loss_mpn: 0.021379, loss_rec: 0.042399, loss_semantic: 0.647416, loss_idmrf: 4.425618, loss_adv_gen: -116.747078, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:59:03,291 - INFO - [Train] step: 127299, loss_adv_disc: 2.719737, lr_disc: 0.000010
+2023-03-24 23:59:03,497 - INFO - [Train] step: 127299, loss_mpn: 0.002864, loss_rec: 0.037670, loss_semantic: 0.443989, loss_idmrf: 0.978002, loss_adv_gen: -163.629425, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:59:35,186 - INFO - [Train] step: 127399, loss_adv_disc: 2.844216, lr_disc: 0.000010
+2023-03-24 23:59:35,391 - INFO - [Train] step: 127399, loss_mpn: 0.006679, loss_rec: 0.031925, loss_semantic: 0.486298, loss_idmrf: 1.961320, loss_adv_gen: -90.082832, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:00:06,913 - INFO - [Train] step: 127499, loss_adv_disc: -0.886743, lr_disc: 0.000010
+2023-03-25 00:00:07,130 - INFO - [Train] step: 127499, loss_mpn: 0.038086, loss_rec: 0.071790, loss_semantic: 0.739629, loss_idmrf: 3.952090, loss_adv_gen: -136.212646, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:00:38,770 - INFO - [Train] step: 127599, loss_adv_disc: 7.383517, lr_disc: 0.000010
+2023-03-25 00:00:38,991 - INFO - [Train] step: 127599, loss_mpn: 0.021647, loss_rec: 0.068268, loss_semantic: 0.884716, loss_idmrf: 3.480610, loss_adv_gen: -169.511108, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:01:11,086 - INFO - [Train] step: 127699, loss_adv_disc: 2.344223, lr_disc: 0.000010
+2023-03-25 00:01:11,299 - INFO - [Train] step: 127699, loss_mpn: 0.024709, loss_rec: 0.062762, loss_semantic: 0.652710, loss_idmrf: 5.393682, loss_adv_gen: -118.252907, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:01:43,195 - INFO - [Train] step: 127799, loss_adv_disc: 3.531742, lr_disc: 0.000010
+2023-03-25 00:01:43,395 - INFO - [Train] step: 127799, loss_mpn: 0.023268, loss_rec: 0.058205, loss_semantic: 0.713940, loss_idmrf: 3.348818, loss_adv_gen: -136.038376, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:02:14,854 - INFO - [Train] step: 127899, loss_adv_disc: -2.435404, lr_disc: 0.000010
+2023-03-25 00:02:15,061 - INFO - [Train] step: 127899, loss_mpn: 0.015822, loss_rec: 0.058246, loss_semantic: 0.584089, loss_idmrf: 3.356344, loss_adv_gen: -141.297089, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:02:46,910 - INFO - [Train] step: 127999, loss_adv_disc: -14.062243, lr_disc: 0.000010
+2023-03-25 00:02:47,123 - INFO - [Train] step: 127999, loss_mpn: 0.026708, loss_rec: 0.101764, loss_semantic: 0.952541, loss_idmrf: 4.540410, loss_adv_gen: -148.776672, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:03:40,140 - INFO - [Eval] step: 127999, bce: 0.056821, psnr: 22.827312, ssim: 0.793900, lpips: 0.168028
+2023-03-25 00:04:15,931 - INFO - [Train] step: 128099, loss_adv_disc: -6.728886, lr_disc: 0.000010
+2023-03-25 00:04:16,380 - INFO - [Train] step: 128099, loss_mpn: 0.029437, loss_rec: 0.116487, loss_semantic: 1.094712, loss_idmrf: 3.524791, loss_adv_gen: -188.824677, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:04:47,701 - INFO - [Train] step: 128199, loss_adv_disc: -0.248338, lr_disc: 0.000010
+2023-03-25 00:04:47,912 - INFO - [Train] step: 128199, loss_mpn: 0.022921, loss_rec: 0.070199, loss_semantic: 0.821590, loss_idmrf: 4.538534, loss_adv_gen: -112.757988, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:05:19,578 - INFO - [Train] step: 128299, loss_adv_disc: 9.369759, lr_disc: 0.000010
+2023-03-25 00:05:19,789 - INFO - [Train] step: 128299, loss_mpn: 0.047074, loss_rec: 0.082347, loss_semantic: 0.893623, loss_idmrf: 4.775650, loss_adv_gen: -135.725739, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:05:51,407 - INFO - [Train] step: 128399, loss_adv_disc: -4.491020, lr_disc: 0.000010
+2023-03-25 00:05:51,612 - INFO - [Train] step: 128399, loss_mpn: 0.030930, loss_rec: 0.130946, loss_semantic: 1.165537, loss_idmrf: 4.731071, loss_adv_gen: -182.885864, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:06:23,720 - INFO - [Train] step: 128499, loss_adv_disc: -3.872408, lr_disc: 0.000010
+2023-03-25 00:06:23,930 - INFO - [Train] step: 128499, loss_mpn: 0.011108, loss_rec: 0.052881, loss_semantic: 0.669074, loss_idmrf: 5.795435, loss_adv_gen: -65.224747, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:06:55,664 - INFO - [Train] step: 128599, loss_adv_disc: 1.458851, lr_disc: 0.000010
+2023-03-25 00:06:55,874 - INFO - [Train] step: 128599, loss_mpn: 0.023575, loss_rec: 0.057572, loss_semantic: 0.636907, loss_idmrf: 5.913949, loss_adv_gen: -96.442093, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:07:27,546 - INFO - [Train] step: 128699, loss_adv_disc: 1.169976, lr_disc: 0.000010
+2023-03-25 00:07:27,754 - INFO - [Train] step: 128699, loss_mpn: 0.004345, loss_rec: 0.035362, loss_semantic: 0.504487, loss_idmrf: 1.409507, loss_adv_gen: -137.035278, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:07:59,522 - INFO - [Train] step: 128799, loss_adv_disc: 3.408863, lr_disc: 0.000010
+2023-03-25 00:07:59,727 - INFO - [Train] step: 128799, loss_mpn: 0.009686, loss_rec: 0.053342, loss_semantic: 0.675148, loss_idmrf: 2.021322, loss_adv_gen: -155.636383, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:08:31,429 - INFO - [Train] step: 128899, loss_adv_disc: -0.967549, lr_disc: 0.000010
+2023-03-25 00:08:31,635 - INFO - [Train] step: 128899, loss_mpn: 0.030829, loss_rec: 0.050383, loss_semantic: 0.664128, loss_idmrf: 4.526218, loss_adv_gen: -111.354004, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:09:02,976 - INFO - [Train] step: 128999, loss_adv_disc: -3.713354, lr_disc: 0.000010
+2023-03-25 00:09:03,187 - INFO - [Train] step: 128999, loss_mpn: 0.017702, loss_rec: 0.101619, loss_semantic: 1.043211, loss_idmrf: 3.758778, loss_adv_gen: -166.776138, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:09:57,019 - INFO - [Eval] step: 128999, bce: 0.055953, psnr: 22.683756, ssim: 0.792404, lpips: 0.168269
+2023-03-25 00:10:33,705 - INFO - [Train] step: 129099, loss_adv_disc: -9.138681, lr_disc: 0.000010
+2023-03-25 00:10:33,913 - INFO - [Train] step: 129099, loss_mpn: 0.026057, loss_rec: 0.100315, loss_semantic: 0.865800, loss_idmrf: 4.782168, loss_adv_gen: -137.209976, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:11:05,752 - INFO - [Train] step: 129199, loss_adv_disc: -1.316185, lr_disc: 0.000010
+2023-03-25 00:11:05,963 - INFO - [Train] step: 129199, loss_mpn: 0.033775, loss_rec: 0.128633, loss_semantic: 1.164074, loss_idmrf: 5.290731, loss_adv_gen: -192.567490, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:11:37,688 - INFO - [Train] step: 129299, loss_adv_disc: 1.510993, lr_disc: 0.000010
+2023-03-25 00:11:37,894 - INFO - [Train] step: 129299, loss_mpn: 0.012780, loss_rec: 0.050785, loss_semantic: 0.588083, loss_idmrf: 3.295957, loss_adv_gen: -108.539871, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:12:09,973 - INFO - [Train] step: 129399, loss_adv_disc: -0.588619, lr_disc: 0.000010
+2023-03-25 00:12:10,190 - INFO - [Train] step: 129399, loss_mpn: 0.012086, loss_rec: 0.041202, loss_semantic: 0.487643, loss_idmrf: 2.547101, loss_adv_gen: -102.366867, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:12:42,226 - INFO - [Train] step: 129499, loss_adv_disc: -8.085920, lr_disc: 0.000010
+2023-03-25 00:12:42,427 - INFO - [Train] step: 129499, loss_mpn: 0.066639, loss_rec: 0.122560, loss_semantic: 1.235376, loss_idmrf: 6.450916, loss_adv_gen: -153.535812, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:13:13,753 - INFO - [Train] step: 129599, loss_adv_disc: -8.873793, lr_disc: 0.000010
+2023-03-25 00:13:13,960 - INFO - [Train] step: 129599, loss_mpn: 0.030814, loss_rec: 0.144125, loss_semantic: 1.355641, loss_idmrf: 5.870066, loss_adv_gen: -161.379257, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:13:45,972 - INFO - [Train] step: 129699, loss_adv_disc: 1.849531, lr_disc: 0.000010
+2023-03-25 00:13:46,189 - INFO - [Train] step: 129699, loss_mpn: 0.004574, loss_rec: 0.033279, loss_semantic: 0.477587, loss_idmrf: 1.651257, loss_adv_gen: -129.076294, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:14:18,082 - INFO - [Train] step: 129799, loss_adv_disc: -3.323213, lr_disc: 0.000010
+2023-03-25 00:14:18,289 - INFO - [Train] step: 129799, loss_mpn: 0.012965, loss_rec: 0.070522, loss_semantic: 0.785104, loss_idmrf: 3.148442, loss_adv_gen: -109.281792, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:14:49,621 - INFO - [Train] step: 129899, loss_adv_disc: -12.328326, lr_disc: 0.000010
+2023-03-25 00:14:49,828 - INFO - [Train] step: 129899, loss_mpn: 0.030997, loss_rec: 0.114352, loss_semantic: 1.181063, loss_idmrf: 6.797752, loss_adv_gen: -118.411720, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:15:21,379 - INFO - [Train] step: 129999, loss_adv_disc: 1.698323, lr_disc: 0.000010
+2023-03-25 00:15:21,582 - INFO - [Train] step: 129999, loss_mpn: 0.017493, loss_rec: 0.056905, loss_semantic: 0.704045, loss_idmrf: 3.831857, loss_adv_gen: -145.594635, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:16:15,429 - INFO - [Eval] step: 129999, bce: 0.054689, psnr: 22.675705, ssim: 0.790067, lpips: 0.168728
+2023-03-25 00:16:52,066 - INFO - [Train] step: 130099, loss_adv_disc: 0.471593, lr_disc: 0.000010
+2023-03-25 00:16:52,271 - INFO - [Train] step: 130099, loss_mpn: 0.044928, loss_rec: 0.164934, loss_semantic: 1.398860, loss_idmrf: 5.086636, loss_adv_gen: -210.701691, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:17:23,734 - INFO - [Train] step: 130199, loss_adv_disc: -10.631730, lr_disc: 0.000010
+2023-03-25 00:17:23,948 - INFO - [Train] step: 130199, loss_mpn: 0.038478, loss_rec: 0.163206, loss_semantic: 1.403400, loss_idmrf: 5.379219, loss_adv_gen: -174.682220, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:17:55,658 - INFO - [Train] step: 130299, loss_adv_disc: -8.205069, lr_disc: 0.000010
+2023-03-25 00:17:55,868 - INFO - [Train] step: 130299, loss_mpn: 0.035799, loss_rec: 0.087287, loss_semantic: 0.896320, loss_idmrf: 8.564553, loss_adv_gen: -67.628914, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:18:27,547 - INFO - [Train] step: 130399, loss_adv_disc: -11.168221, lr_disc: 0.000010
+2023-03-25 00:18:27,753 - INFO - [Train] step: 130399, loss_mpn: 0.035583, loss_rec: 0.070326, loss_semantic: 0.850043, loss_idmrf: 5.435402, loss_adv_gen: -86.055847, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:18:59,278 - INFO - [Train] step: 130499, loss_adv_disc: 1.100786, lr_disc: 0.000010
+2023-03-25 00:18:59,480 - INFO - [Train] step: 130499, loss_mpn: 0.002834, loss_rec: 0.030004, loss_semantic: 0.431656, loss_idmrf: 1.501421, loss_adv_gen: -113.618553, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:19:31,513 - INFO - [Train] step: 130599, loss_adv_disc: 1.475629, lr_disc: 0.000010
+2023-03-25 00:19:31,730 - INFO - [Train] step: 130599, loss_mpn: 0.019862, loss_rec: 0.047135, loss_semantic: 0.621907, loss_idmrf: 5.208482, loss_adv_gen: -107.529083, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:20:03,200 - INFO - [Train] step: 130699, loss_adv_disc: 1.757250, lr_disc: 0.000010
+2023-03-25 00:20:03,407 - INFO - [Train] step: 130699, loss_mpn: 0.021661, loss_rec: 0.111871, loss_semantic: 1.111696, loss_idmrf: 3.899238, loss_adv_gen: -153.942657, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:20:35,112 - INFO - [Train] step: 130799, loss_adv_disc: 0.296342, lr_disc: 0.000010
+2023-03-25 00:20:35,322 - INFO - [Train] step: 130799, loss_mpn: 0.037797, loss_rec: 0.111830, loss_semantic: 1.024902, loss_idmrf: 7.089387, loss_adv_gen: -138.493484, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:21:07,153 - INFO - [Train] step: 130899, loss_adv_disc: -3.054705, lr_disc: 0.000010
+2023-03-25 00:21:07,360 - INFO - [Train] step: 130899, loss_mpn: 0.042131, loss_rec: 0.104264, loss_semantic: 1.126519, loss_idmrf: 5.237008, loss_adv_gen: -138.770340, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:21:39,098 - INFO - [Train] step: 130999, loss_adv_disc: 5.141956, lr_disc: 0.000010
+2023-03-25 00:21:39,310 - INFO - [Train] step: 130999, loss_mpn: 0.011632, loss_rec: 0.053307, loss_semantic: 0.566026, loss_idmrf: 3.834377, loss_adv_gen: -102.775116, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:22:34,083 - INFO - [Eval] step: 130999, bce: 0.055804, psnr: 22.735193, ssim: 0.791302, lpips: 0.168732
+2023-03-25 00:23:10,163 - INFO - [Train] step: 131099, loss_adv_disc: 4.967440, lr_disc: 0.000010
+2023-03-25 00:23:10,366 - INFO - [Train] step: 131099, loss_mpn: 0.067406, loss_rec: 0.114749, loss_semantic: 1.116457, loss_idmrf: 5.895364, loss_adv_gen: -161.628525, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:23:41,642 - INFO - [Train] step: 131199, loss_adv_disc: 0.477840, lr_disc: 0.000010
+2023-03-25 00:23:41,846 - INFO - [Train] step: 131199, loss_mpn: 0.008199, loss_rec: 0.035177, loss_semantic: 0.485634, loss_idmrf: 2.412542, loss_adv_gen: -105.765106, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:24:13,359 - INFO - [Train] step: 131299, loss_adv_disc: -2.274156, lr_disc: 0.000010
+2023-03-25 00:24:13,570 - INFO - [Train] step: 131299, loss_mpn: 0.049623, loss_rec: 0.129031, loss_semantic: 1.322414, loss_idmrf: 6.831773, loss_adv_gen: -94.567146, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:24:45,320 - INFO - [Train] step: 131399, loss_adv_disc: -1.909099, lr_disc: 0.000010
+2023-03-25 00:24:45,531 - INFO - [Train] step: 131399, loss_mpn: 0.009162, loss_rec: 0.043887, loss_semantic: 0.555525, loss_idmrf: 3.043561, loss_adv_gen: -106.944862, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:25:17,331 - INFO - [Train] step: 131499, loss_adv_disc: 3.170365, lr_disc: 0.000010
+2023-03-25 00:25:17,532 - INFO - [Train] step: 131499, loss_mpn: 0.006359, loss_rec: 0.048159, loss_semantic: 0.601654, loss_idmrf: 2.767239, loss_adv_gen: -107.456078, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:25:49,347 - INFO - [Train] step: 131599, loss_adv_disc: -0.910522, lr_disc: 0.000010
+2023-03-25 00:25:49,552 - INFO - [Train] step: 131599, loss_mpn: 0.017325, loss_rec: 0.063382, loss_semantic: 0.678283, loss_idmrf: 3.244325, loss_adv_gen: -135.470001, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:26:20,984 - INFO - [Train] step: 131699, loss_adv_disc: -3.534229, lr_disc: 0.000010
+2023-03-25 00:26:21,198 - INFO - [Train] step: 131699, loss_mpn: 0.033861, loss_rec: 0.091357, loss_semantic: 0.992027, loss_idmrf: 5.106853, loss_adv_gen: -158.900818, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:26:52,628 - INFO - [Train] step: 131799, loss_adv_disc: 2.589948, lr_disc: 0.000010
+2023-03-25 00:26:52,840 - INFO - [Train] step: 131799, loss_mpn: 0.020616, loss_rec: 0.085731, loss_semantic: 1.099518, loss_idmrf: 4.745161, loss_adv_gen: -168.924866, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:27:24,450 - INFO - [Train] step: 131899, loss_adv_disc: -2.728707, lr_disc: 0.000010
+2023-03-25 00:27:24,660 - INFO - [Train] step: 131899, loss_mpn: 0.028197, loss_rec: 0.064905, loss_semantic: 0.726046, loss_idmrf: 5.799085, loss_adv_gen: -93.222382, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:27:56,357 - INFO - [Train] step: 131999, loss_adv_disc: 2.379541, lr_disc: 0.000010
+2023-03-25 00:27:56,568 - INFO - [Train] step: 131999, loss_mpn: 0.030455, loss_rec: 0.085225, loss_semantic: 0.888510, loss_idmrf: 4.473962, loss_adv_gen: -174.266785, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:28:51,597 - INFO - [Eval] step: 131999, bce: 0.054662, psnr: 22.663195, ssim: 0.788960, lpips: 0.169169
+2023-03-25 00:29:26,849 - INFO - [Train] step: 132099, loss_adv_disc: 1.445912, lr_disc: 0.000010
+2023-03-25 00:29:27,058 - INFO - [Train] step: 132099, loss_mpn: 0.007640, loss_rec: 0.052497, loss_semantic: 0.593170, loss_idmrf: 2.472605, loss_adv_gen: -87.835693, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:29:58,853 - INFO - [Train] step: 132199, loss_adv_disc: -3.741256, lr_disc: 0.000010
+2023-03-25 00:29:59,068 - INFO - [Train] step: 132199, loss_mpn: 0.012981, loss_rec: 0.058507, loss_semantic: 0.764423, loss_idmrf: 5.088674, loss_adv_gen: -173.420502, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:30:30,987 - INFO - [Train] step: 132299, loss_adv_disc: -6.478582, lr_disc: 0.000010
+2023-03-25 00:30:31,196 - INFO - [Train] step: 132299, loss_mpn: 0.036842, loss_rec: 0.119037, loss_semantic: 1.133588, loss_idmrf: 6.987987, loss_adv_gen: -142.533188, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:31:02,559 - INFO - [Train] step: 132399, loss_adv_disc: -9.073532, lr_disc: 0.000010
+2023-03-25 00:31:02,762 - INFO - [Train] step: 132399, loss_mpn: 0.041180, loss_rec: 0.116041, loss_semantic: 1.246655, loss_idmrf: 6.557484, loss_adv_gen: -111.715843, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:31:34,027 - INFO - [Train] step: 132499, loss_adv_disc: 0.176288, lr_disc: 0.000010
+2023-03-25 00:31:34,241 - INFO - [Train] step: 132499, loss_mpn: 0.011785, loss_rec: 0.081886, loss_semantic: 0.728959, loss_idmrf: 3.226956, loss_adv_gen: -158.100815, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:32:06,004 - INFO - [Train] step: 132599, loss_adv_disc: -1.312257, lr_disc: 0.000010
+2023-03-25 00:32:06,222 - INFO - [Train] step: 132599, loss_mpn: 0.007050, loss_rec: 0.058829, loss_semantic: 0.588949, loss_idmrf: 1.719756, loss_adv_gen: -160.294250, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:32:37,673 - INFO - [Train] step: 132699, loss_adv_disc: -3.500267, lr_disc: 0.000010
+2023-03-25 00:32:37,884 - INFO - [Train] step: 132699, loss_mpn: 0.022706, loss_rec: 0.083968, loss_semantic: 0.874863, loss_idmrf: 4.318884, loss_adv_gen: -131.141846, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:33:09,745 - INFO - [Train] step: 132799, loss_adv_disc: -6.957432, lr_disc: 0.000010
+2023-03-25 00:33:09,945 - INFO - [Train] step: 132799, loss_mpn: 0.047385, loss_rec: 0.116630, loss_semantic: 1.221689, loss_idmrf: 6.336402, loss_adv_gen: -118.794693, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:33:41,270 - INFO - [Train] step: 132899, loss_adv_disc: 1.949067, lr_disc: 0.000010
+2023-03-25 00:33:41,482 - INFO - [Train] step: 132899, loss_mpn: 0.014970, loss_rec: 0.058448, loss_semantic: 0.574002, loss_idmrf: 2.925594, loss_adv_gen: -87.977249, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:34:13,116 - INFO - [Train] step: 132999, loss_adv_disc: -4.060006, lr_disc: 0.000010
+2023-03-25 00:34:13,330 - INFO - [Train] step: 132999, loss_mpn: 0.019641, loss_rec: 0.055090, loss_semantic: 0.688311, loss_idmrf: 4.086661, loss_adv_gen: -85.473434, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:35:07,408 - INFO - [Eval] step: 132999, bce: 0.055777, psnr: 22.794716, ssim: 0.791740, lpips: 0.167678
+2023-03-25 00:35:42,429 - INFO - [Train] step: 133099, loss_adv_disc: -5.585645, lr_disc: 0.000010
+2023-03-25 00:35:42,631 - INFO - [Train] step: 133099, loss_mpn: 0.019479, loss_rec: 0.052689, loss_semantic: 0.601933, loss_idmrf: 4.761127, loss_adv_gen: -70.001587, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:36:14,424 - INFO - [Train] step: 133199, loss_adv_disc: -2.200157, lr_disc: 0.000010
+2023-03-25 00:36:14,629 - INFO - [Train] step: 133199, loss_mpn: 0.026175, loss_rec: 0.065372, loss_semantic: 0.960392, loss_idmrf: 7.173450, loss_adv_gen: -100.429138, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:36:46,331 - INFO - [Train] step: 133299, loss_adv_disc: -7.150752, lr_disc: 0.000010
+2023-03-25 00:36:46,542 - INFO - [Train] step: 133299, loss_mpn: 0.061173, loss_rec: 0.072317, loss_semantic: 0.972934, loss_idmrf: 8.993102, loss_adv_gen: -88.613441, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:37:18,500 - INFO - [Train] step: 133399, loss_adv_disc: -2.704047, lr_disc: 0.000010
+2023-03-25 00:37:18,711 - INFO - [Train] step: 133399, loss_mpn: 0.034301, loss_rec: 0.148907, loss_semantic: 1.489668, loss_idmrf: 5.863543, loss_adv_gen: -174.391998, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:37:50,815 - INFO - [Train] step: 133499, loss_adv_disc: -1.651589, lr_disc: 0.000010
+2023-03-25 00:37:51,033 - INFO - [Train] step: 133499, loss_mpn: 0.035320, loss_rec: 0.136152, loss_semantic: 1.377988, loss_idmrf: 7.661098, loss_adv_gen: -145.898331, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:38:22,582 - INFO - [Train] step: 133599, loss_adv_disc: -2.433608, lr_disc: 0.000010
+2023-03-25 00:38:22,798 - INFO - [Train] step: 133599, loss_mpn: 0.025979, loss_rec: 0.074893, loss_semantic: 0.933618, loss_idmrf: 4.587234, loss_adv_gen: -117.899712, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:38:54,665 - INFO - [Train] step: 133699, loss_adv_disc: -4.525354, lr_disc: 0.000010
+2023-03-25 00:38:54,874 - INFO - [Train] step: 133699, loss_mpn: 0.074371, loss_rec: 0.123067, loss_semantic: 1.296862, loss_idmrf: 10.926343, loss_adv_gen: -105.128975, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:39:26,377 - INFO - [Train] step: 133799, loss_adv_disc: -1.806376, lr_disc: 0.000010
+2023-03-25 00:39:26,588 - INFO - [Train] step: 133799, loss_mpn: 0.013454, loss_rec: 0.066996, loss_semantic: 0.775607, loss_idmrf: 3.357995, loss_adv_gen: -129.765900, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:39:58,300 - INFO - [Train] step: 133899, loss_adv_disc: -6.041061, lr_disc: 0.000010
+2023-03-25 00:39:58,508 - INFO - [Train] step: 133899, loss_mpn: 0.034105, loss_rec: 0.151596, loss_semantic: 1.436480, loss_idmrf: 5.004787, loss_adv_gen: -204.784302, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:40:30,408 - INFO - [Train] step: 133999, loss_adv_disc: -8.060442, lr_disc: 0.000010
+2023-03-25 00:40:30,615 - INFO - [Train] step: 133999, loss_mpn: 0.034425, loss_rec: 0.144416, loss_semantic: 1.297046, loss_idmrf: 7.002387, loss_adv_gen: -123.687485, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:41:26,237 - INFO - [Eval] step: 133999, bce: 0.055452, psnr: 22.780355, ssim: 0.791969, lpips: 0.168625
+2023-03-25 00:42:01,847 - INFO - [Train] step: 134099, loss_adv_disc: -0.308137, lr_disc: 0.000010
+2023-03-25 00:42:02,051 - INFO - [Train] step: 134099, loss_mpn: 0.010751, loss_rec: 0.055213, loss_semantic: 0.598896, loss_idmrf: 3.298293, loss_adv_gen: -92.350677, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:42:33,393 - INFO - [Train] step: 134199, loss_adv_disc: -3.445299, lr_disc: 0.000010
+2023-03-25 00:42:33,610 - INFO - [Train] step: 134199, loss_mpn: 0.020745, loss_rec: 0.072155, loss_semantic: 0.868498, loss_idmrf: 4.563074, loss_adv_gen: -147.375656, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:43:05,379 - INFO - [Train] step: 134299, loss_adv_disc: 0.503914, lr_disc: 0.000010
+2023-03-25 00:43:05,590 - INFO - [Train] step: 134299, loss_mpn: 0.014756, loss_rec: 0.058454, loss_semantic: 0.787397, loss_idmrf: 4.542058, loss_adv_gen: -115.825005, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:43:37,411 - INFO - [Train] step: 134399, loss_adv_disc: -6.653185, lr_disc: 0.000010
+2023-03-25 00:43:37,621 - INFO - [Train] step: 134399, loss_mpn: 0.023681, loss_rec: 0.068250, loss_semantic: 0.808286, loss_idmrf: 4.739191, loss_adv_gen: -109.669090, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:44:09,655 - INFO - [Train] step: 134499, loss_adv_disc: -5.027019, lr_disc: 0.000010
+2023-03-25 00:44:09,875 - INFO - [Train] step: 134499, loss_mpn: 0.031630, loss_rec: 0.082444, loss_semantic: 1.095439, loss_idmrf: 6.718130, loss_adv_gen: -83.888504, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:44:41,796 - INFO - [Train] step: 134599, loss_adv_disc: -7.591283, lr_disc: 0.000010
+2023-03-25 00:44:42,004 - INFO - [Train] step: 134599, loss_mpn: 0.034315, loss_rec: 0.092263, loss_semantic: 0.988759, loss_idmrf: 7.673563, loss_adv_gen: -87.598068, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:45:13,972 - INFO - [Train] step: 134699, loss_adv_disc: -4.744221, lr_disc: 0.000010
+2023-03-25 00:45:14,177 - INFO - [Train] step: 134699, loss_mpn: 0.018397, loss_rec: 0.076870, loss_semantic: 0.750870, loss_idmrf: 3.209568, loss_adv_gen: -124.362701, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:45:46,107 - INFO - [Train] step: 134799, loss_adv_disc: 2.133842, lr_disc: 0.000010
+2023-03-25 00:45:46,317 - INFO - [Train] step: 134799, loss_mpn: 0.012659, loss_rec: 0.060539, loss_semantic: 0.734511, loss_idmrf: 2.916868, loss_adv_gen: -139.012878, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:46:18,135 - INFO - [Train] step: 134899, loss_adv_disc: -3.142264, lr_disc: 0.000010
+2023-03-25 00:46:18,344 - INFO - [Train] step: 134899, loss_mpn: 0.023375, loss_rec: 0.093428, loss_semantic: 0.907926, loss_idmrf: 5.324074, loss_adv_gen: -132.249588, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:46:50,816 - INFO - [Train] step: 134999, loss_adv_disc: -15.603574, lr_disc: 0.000010
+2023-03-25 00:46:51,028 - INFO - [Train] step: 134999, loss_mpn: 0.017554, loss_rec: 0.110419, loss_semantic: 0.909760, loss_idmrf: 3.837488, loss_adv_gen: -143.605499, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:47:44,896 - INFO - [Eval] step: 134999, bce: 0.055340, psnr: 22.824759, ssim: 0.793253, lpips: 0.167232
+2023-03-25 00:48:20,747 - INFO - [Train] step: 135099, loss_adv_disc: 1.272163, lr_disc: 0.000010
+2023-03-25 00:48:20,951 - INFO - [Train] step: 135099, loss_mpn: 0.005376, loss_rec: 0.039182, loss_semantic: 0.549015, loss_idmrf: 1.679817, loss_adv_gen: -90.704742, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:48:52,461 - INFO - [Train] step: 135199, loss_adv_disc: -2.023273, lr_disc: 0.000010
+2023-03-25 00:48:52,658 - INFO - [Train] step: 135199, loss_mpn: 0.036833, loss_rec: 0.123863, loss_semantic: 1.146366, loss_idmrf: 5.265272, loss_adv_gen: -167.047134, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:49:24,481 - INFO - [Train] step: 135299, loss_adv_disc: 5.876369, lr_disc: 0.000010
+2023-03-25 00:49:24,694 - INFO - [Train] step: 135299, loss_mpn: 0.011897, loss_rec: 0.073856, loss_semantic: 0.731559, loss_idmrf: 2.130303, loss_adv_gen: -206.805710, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:49:56,700 - INFO - [Train] step: 135399, loss_adv_disc: 0.598369, lr_disc: 0.000010
+2023-03-25 00:49:56,907 - INFO - [Train] step: 135399, loss_mpn: 0.043109, loss_rec: 0.105212, loss_semantic: 1.100928, loss_idmrf: 6.954353, loss_adv_gen: -133.440033, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:50:27,887 - INFO - [Train] step: 135499, loss_adv_disc: 1.014551, lr_disc: 0.000010
+2023-03-25 00:50:28,094 - INFO - [Train] step: 135499, loss_mpn: 0.007893, loss_rec: 0.045581, loss_semantic: 0.619463, loss_idmrf: 1.587229, loss_adv_gen: -125.038834, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:50:59,671 - INFO - [Train] step: 135599, loss_adv_disc: 1.668087, lr_disc: 0.000010
+2023-03-25 00:50:59,875 - INFO - [Train] step: 135599, loss_mpn: 0.057298, loss_rec: 0.106767, loss_semantic: 0.919620, loss_idmrf: 5.643705, loss_adv_gen: -112.301758, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:51:31,879 - INFO - [Train] step: 135699, loss_adv_disc: -2.683896, lr_disc: 0.000010
+2023-03-25 00:51:32,086 - INFO - [Train] step: 135699, loss_mpn: 0.034564, loss_rec: 0.117947, loss_semantic: 1.195227, loss_idmrf: 5.939721, loss_adv_gen: -114.861389, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:52:03,794 - INFO - [Train] step: 135799, loss_adv_disc: -1.242140, lr_disc: 0.000010
+2023-03-25 00:52:04,010 - INFO - [Train] step: 135799, loss_mpn: 0.006503, loss_rec: 0.026621, loss_semantic: 0.457787, loss_idmrf: 2.404986, loss_adv_gen: -71.866745, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:52:36,190 - INFO - [Train] step: 135899, loss_adv_disc: -4.219314, lr_disc: 0.000010
+2023-03-25 00:52:36,405 - INFO - [Train] step: 135899, loss_mpn: 0.018503, loss_rec: 0.068929, loss_semantic: 0.681613, loss_idmrf: 3.873943, loss_adv_gen: -81.109116, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:53:09,346 - INFO - [Train] step: 135999, loss_adv_disc: 4.976507, lr_disc: 0.000010
+2023-03-25 00:53:09,555 - INFO - [Train] step: 135999, loss_mpn: 0.017468, loss_rec: 0.069233, loss_semantic: 0.810272, loss_idmrf: 3.222985, loss_adv_gen: -125.459244, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:54:03,693 - INFO - [Eval] step: 135999, bce: 0.055033, psnr: 22.707520, ssim: 0.791111, lpips: 0.167961
+2023-03-25 00:54:39,899 - INFO - [Train] step: 136099, loss_adv_disc: -7.659308, lr_disc: 0.000010
+2023-03-25 00:54:40,107 - INFO - [Train] step: 136099, loss_mpn: 0.031146, loss_rec: 0.096798, loss_semantic: 0.963320, loss_idmrf: 6.702702, loss_adv_gen: -105.115128, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:55:11,818 - INFO - [Train] step: 136199, loss_adv_disc: -9.817005, lr_disc: 0.000010
+2023-03-25 00:55:12,031 - INFO - [Train] step: 136199, loss_mpn: 0.051257, loss_rec: 0.153343, loss_semantic: 1.429594, loss_idmrf: 6.910162, loss_adv_gen: -191.213348, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:55:43,910 - INFO - [Train] step: 136299, loss_adv_disc: 0.782431, lr_disc: 0.000010
+2023-03-25 00:55:44,117 - INFO - [Train] step: 136299, loss_mpn: 0.007458, loss_rec: 0.036440, loss_semantic: 0.435159, loss_idmrf: 1.736203, loss_adv_gen: -98.771156, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:56:15,127 - INFO - [Train] step: 136399, loss_adv_disc: -2.377315, lr_disc: 0.000010
+2023-03-25 00:56:15,335 - INFO - [Train] step: 136399, loss_mpn: 0.034857, loss_rec: 0.093838, loss_semantic: 0.931949, loss_idmrf: 4.454387, loss_adv_gen: -134.937622, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:56:47,292 - INFO - [Train] step: 136499, loss_adv_disc: 0.263344, lr_disc: 0.000010
+2023-03-25 00:56:47,504 - INFO - [Train] step: 136499, loss_mpn: 0.035796, loss_rec: 0.165569, loss_semantic: 1.360326, loss_idmrf: 5.121768, loss_adv_gen: -169.745743, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:57:18,817 - INFO - [Train] step: 136599, loss_adv_disc: -1.903486, lr_disc: 0.000010
+2023-03-25 00:57:19,024 - INFO - [Train] step: 136599, loss_mpn: 0.051332, loss_rec: 0.091667, loss_semantic: 1.166836, loss_idmrf: 6.770822, loss_adv_gen: -127.889427, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:57:50,497 - INFO - [Train] step: 136699, loss_adv_disc: -1.020796, lr_disc: 0.000010
+2023-03-25 00:57:50,701 - INFO - [Train] step: 136699, loss_mpn: 0.034476, loss_rec: 0.054670, loss_semantic: 0.725191, loss_idmrf: 4.902711, loss_adv_gen: -90.148613, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:58:22,347 - INFO - [Train] step: 136799, loss_adv_disc: -6.499635, lr_disc: 0.000010
+2023-03-25 00:58:22,561 - INFO - [Train] step: 136799, loss_mpn: 0.027187, loss_rec: 0.086495, loss_semantic: 0.811291, loss_idmrf: 5.308861, loss_adv_gen: -107.176071, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:58:54,747 - INFO - [Train] step: 136899, loss_adv_disc: -11.568689, lr_disc: 0.000010
+2023-03-25 00:58:54,970 - INFO - [Train] step: 136899, loss_mpn: 0.041519, loss_rec: 0.116492, loss_semantic: 1.219486, loss_idmrf: 5.401105, loss_adv_gen: -150.024597, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:59:27,254 - INFO - [Train] step: 136999, loss_adv_disc: 1.323749, lr_disc: 0.000010
+2023-03-25 00:59:27,471 - INFO - [Train] step: 136999, loss_mpn: 0.014977, loss_rec: 0.068137, loss_semantic: 0.725981, loss_idmrf: 3.943006, loss_adv_gen: -118.775879, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:00:20,472 - INFO - [Eval] step: 136999, bce: 0.055880, psnr: 22.783829, ssim: 0.792283, lpips: 0.167936
+2023-03-25 01:00:55,862 - INFO - [Train] step: 137099, loss_adv_disc: -20.809849, lr_disc: 0.000010
+2023-03-25 01:00:56,066 - INFO - [Train] step: 137099, loss_mpn: 0.057576, loss_rec: 0.144203, loss_semantic: 1.322599, loss_idmrf: 5.232362, loss_adv_gen: -120.886810, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:01:27,325 - INFO - [Train] step: 137199, loss_adv_disc: 0.761255, lr_disc: 0.000010
+2023-03-25 01:01:27,533 - INFO - [Train] step: 137199, loss_mpn: 0.024471, loss_rec: 0.066510, loss_semantic: 0.801637, loss_idmrf: 3.242040, loss_adv_gen: -109.197624, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:01:58,968 - INFO - [Train] step: 137299, loss_adv_disc: -1.004221, lr_disc: 0.000010
+2023-03-25 01:01:59,179 - INFO - [Train] step: 137299, loss_mpn: 0.019642, loss_rec: 0.108651, loss_semantic: 1.059081, loss_idmrf: 4.855789, loss_adv_gen: -157.092682, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:02:30,647 - INFO - [Train] step: 137399, loss_adv_disc: 1.367552, lr_disc: 0.000010
+2023-03-25 01:02:30,855 - INFO - [Train] step: 137399, loss_mpn: 0.029270, loss_rec: 0.061054, loss_semantic: 0.718364, loss_idmrf: 4.111334, loss_adv_gen: -112.280922, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:03:01,954 - INFO - [Train] step: 137499, loss_adv_disc: 4.175581, lr_disc: 0.000010
+2023-03-25 01:03:02,162 - INFO - [Train] step: 137499, loss_mpn: 0.006153, loss_rec: 0.042822, loss_semantic: 0.632522, loss_idmrf: 1.547999, loss_adv_gen: -120.833298, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:03:33,664 - INFO - [Train] step: 137599, loss_adv_disc: -7.573360, lr_disc: 0.000010
+2023-03-25 01:03:33,878 - INFO - [Train] step: 137599, loss_mpn: 0.047017, loss_rec: 0.111939, loss_semantic: 1.019393, loss_idmrf: 8.251849, loss_adv_gen: -112.147652, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:04:05,038 - INFO - [Train] step: 137699, loss_adv_disc: 4.186376, lr_disc: 0.000010
+2023-03-25 01:04:05,251 - INFO - [Train] step: 137699, loss_mpn: 0.040562, loss_rec: 0.111975, loss_semantic: 1.030383, loss_idmrf: 6.491506, loss_adv_gen: -117.720154, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:04:36,956 - INFO - [Train] step: 137799, loss_adv_disc: 1.772309, lr_disc: 0.000010
+2023-03-25 01:04:37,167 - INFO - [Train] step: 137799, loss_mpn: 0.023167, loss_rec: 0.059882, loss_semantic: 0.695557, loss_idmrf: 5.280557, loss_adv_gen: -74.206612, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:05:09,390 - INFO - [Train] step: 137899, loss_adv_disc: 3.309445, lr_disc: 0.000010
+2023-03-25 01:05:09,601 - INFO - [Train] step: 137899, loss_mpn: 0.009628, loss_rec: 0.037055, loss_semantic: 0.516052, loss_idmrf: 2.631436, loss_adv_gen: -144.793076, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:05:41,746 - INFO - [Train] step: 137999, loss_adv_disc: 2.058156, lr_disc: 0.000010
+2023-03-25 01:05:41,947 - INFO - [Train] step: 137999, loss_mpn: 0.032548, loss_rec: 0.126433, loss_semantic: 1.202199, loss_idmrf: 5.054408, loss_adv_gen: -192.404282, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:06:35,103 - INFO - [Eval] step: 137999, bce: 0.054954, psnr: 22.797979, ssim: 0.792720, lpips: 0.167341
+2023-03-25 01:07:10,691 - INFO - [Train] step: 138099, loss_adv_disc: -3.214936, lr_disc: 0.000010
+2023-03-25 01:07:10,895 - INFO - [Train] step: 138099, loss_mpn: 0.013985, loss_rec: 0.076358, loss_semantic: 0.884972, loss_idmrf: 2.549944, loss_adv_gen: -122.591057, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:07:42,412 - INFO - [Train] step: 138199, loss_adv_disc: 6.583801, lr_disc: 0.000010
+2023-03-25 01:07:42,624 - INFO - [Train] step: 138199, loss_mpn: 0.054525, loss_rec: 0.110345, loss_semantic: 0.948680, loss_idmrf: 7.286622, loss_adv_gen: -83.714439, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:08:14,208 - INFO - [Train] step: 138299, loss_adv_disc: -0.114359, lr_disc: 0.000010
+2023-03-25 01:08:14,415 - INFO - [Train] step: 138299, loss_mpn: 0.020028, loss_rec: 0.123641, loss_semantic: 1.200805, loss_idmrf: 4.675964, loss_adv_gen: -202.623749, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:08:46,184 - INFO - [Train] step: 138399, loss_adv_disc: -4.014316, lr_disc: 0.000010
+2023-03-25 01:08:46,392 - INFO - [Train] step: 138399, loss_mpn: 0.018933, loss_rec: 0.100036, loss_semantic: 1.043393, loss_idmrf: 4.501388, loss_adv_gen: -181.158875, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:09:17,732 - INFO - [Train] step: 138499, loss_adv_disc: -5.909904, lr_disc: 0.000010
+2023-03-25 01:09:17,946 - INFO - [Train] step: 138499, loss_mpn: 0.018760, loss_rec: 0.113301, loss_semantic: 1.027588, loss_idmrf: 4.198575, loss_adv_gen: -163.349152, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:09:49,622 - INFO - [Train] step: 138599, loss_adv_disc: -3.515294, lr_disc: 0.000010
+2023-03-25 01:09:49,838 - INFO - [Train] step: 138599, loss_mpn: 0.024311, loss_rec: 0.097281, loss_semantic: 0.976083, loss_idmrf: 5.253753, loss_adv_gen: -109.666176, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:10:21,515 - INFO - [Train] step: 138699, loss_adv_disc: -4.917428, lr_disc: 0.000010
+2023-03-25 01:10:21,716 - INFO - [Train] step: 138699, loss_mpn: 0.022170, loss_rec: 0.055863, loss_semantic: 0.623800, loss_idmrf: 3.320153, loss_adv_gen: -78.265869, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:10:53,269 - INFO - [Train] step: 138799, loss_adv_disc: -3.046820, lr_disc: 0.000010
+2023-03-25 01:10:53,483 - INFO - [Train] step: 138799, loss_mpn: 0.040450, loss_rec: 0.103302, loss_semantic: 1.146144, loss_idmrf: 5.322186, loss_adv_gen: -143.763626, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:11:25,888 - INFO - [Train] step: 138899, loss_adv_disc: -4.987088, lr_disc: 0.000010
+2023-03-25 01:11:26,102 - INFO - [Train] step: 138899, loss_mpn: 0.035010, loss_rec: 0.083904, loss_semantic: 0.917372, loss_idmrf: 6.645412, loss_adv_gen: -104.414055, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:11:57,128 - INFO - [Train] step: 138999, loss_adv_disc: -2.277046, lr_disc: 0.000010
+2023-03-25 01:11:57,329 - INFO - [Train] step: 138999, loss_mpn: 0.032513, loss_rec: 0.084267, loss_semantic: 0.885961, loss_idmrf: 5.937045, loss_adv_gen: -121.903481, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:12:50,265 - INFO - [Eval] step: 138999, bce: 0.054950, psnr: 22.893377, ssim: 0.792133, lpips: 0.168485
+2023-03-25 01:13:25,440 - INFO - [Train] step: 139099, loss_adv_disc: -15.695076, lr_disc: 0.000010
+2023-03-25 01:13:25,649 - INFO - [Train] step: 139099, loss_mpn: 0.048294, loss_rec: 0.118709, loss_semantic: 1.171631, loss_idmrf: 6.682160, loss_adv_gen: -99.791656, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:13:57,041 - INFO - [Train] step: 139199, loss_adv_disc: 2.494442, lr_disc: 0.000010
+2023-03-25 01:13:57,255 - INFO - [Train] step: 139199, loss_mpn: 0.018115, loss_rec: 0.071840, loss_semantic: 0.776606, loss_idmrf: 5.053529, loss_adv_gen: -102.613380, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:14:29,615 - INFO - [Train] step: 139299, loss_adv_disc: 0.077712, lr_disc: 0.000010
+2023-03-25 01:14:29,830 - INFO - [Train] step: 139299, loss_mpn: 0.028271, loss_rec: 0.110864, loss_semantic: 1.045243, loss_idmrf: 5.427288, loss_adv_gen: -145.539322, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:15:01,535 - INFO - [Train] step: 139399, loss_adv_disc: -1.767866, lr_disc: 0.000010
+2023-03-25 01:15:01,745 - INFO - [Train] step: 139399, loss_mpn: 0.041953, loss_rec: 0.111904, loss_semantic: 1.108861, loss_idmrf: 5.098301, loss_adv_gen: -151.728607, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:15:33,237 - INFO - [Train] step: 139499, loss_adv_disc: -0.767933, lr_disc: 0.000010
+2023-03-25 01:15:33,452 - INFO - [Train] step: 139499, loss_mpn: 0.017661, loss_rec: 0.062957, loss_semantic: 0.737138, loss_idmrf: 4.176696, loss_adv_gen: -89.508163, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:16:05,030 - INFO - [Train] step: 139599, loss_adv_disc: 1.393650, lr_disc: 0.000010
+2023-03-25 01:16:05,243 - INFO - [Train] step: 139599, loss_mpn: 0.004775, loss_rec: 0.030743, loss_semantic: 0.411460, loss_idmrf: 0.892627, loss_adv_gen: -99.023544, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:16:37,403 - INFO - [Train] step: 139699, loss_adv_disc: 2.272250, lr_disc: 0.000010
+2023-03-25 01:16:37,609 - INFO - [Train] step: 139699, loss_mpn: 0.077880, loss_rec: 0.170634, loss_semantic: 1.213973, loss_idmrf: 6.329519, loss_adv_gen: -148.284454, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:17:09,561 - INFO - [Train] step: 139799, loss_adv_disc: -0.685182, lr_disc: 0.000010
+2023-03-25 01:17:09,772 - INFO - [Train] step: 139799, loss_mpn: 0.021693, loss_rec: 0.050340, loss_semantic: 0.618561, loss_idmrf: 4.460999, loss_adv_gen: -57.245453, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:17:42,504 - INFO - [Train] step: 139899, loss_adv_disc: 4.527601, lr_disc: 0.000010
+2023-03-25 01:17:42,718 - INFO - [Train] step: 139899, loss_mpn: 0.010730, loss_rec: 0.036325, loss_semantic: 0.425644, loss_idmrf: 1.912212, loss_adv_gen: -97.713943, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:18:14,748 - INFO - [Train] step: 139999, loss_adv_disc: -3.299629, lr_disc: 0.000010
+2023-03-25 01:18:14,958 - INFO - [Train] step: 139999, loss_mpn: 0.007410, loss_rec: 0.078884, loss_semantic: 0.865318, loss_idmrf: 2.873839, loss_adv_gen: -154.996735, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:19:07,764 - INFO - [Eval] step: 139999, bce: 0.055030, psnr: 22.777756, ssim: 0.792328, lpips: 0.169515
+2023-03-25 01:19:43,741 - INFO - [Train] step: 140099, loss_adv_disc: 0.080634, lr_disc: 0.000010
+2023-03-25 01:19:43,949 - INFO - [Train] step: 140099, loss_mpn: 0.009181, loss_rec: 0.062862, loss_semantic: 0.609662, loss_idmrf: 3.145903, loss_adv_gen: -134.828979, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:20:15,689 - INFO - [Train] step: 140199, loss_adv_disc: 6.055461, lr_disc: 0.000010
+2023-03-25 01:20:15,900 - INFO - [Train] step: 140199, loss_mpn: 0.019957, loss_rec: 0.071849, loss_semantic: 0.695368, loss_idmrf: 4.229918, loss_adv_gen: -116.533577, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:20:47,520 - INFO - [Train] step: 140299, loss_adv_disc: -5.145929, lr_disc: 0.000010
+2023-03-25 01:20:47,728 - INFO - [Train] step: 140299, loss_mpn: 0.012901, loss_rec: 0.056537, loss_semantic: 0.685282, loss_idmrf: 3.458052, loss_adv_gen: -107.925957, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:21:19,184 - INFO - [Train] step: 140399, loss_adv_disc: -5.227546, lr_disc: 0.000010
+2023-03-25 01:21:19,395 - INFO - [Train] step: 140399, loss_mpn: 0.019114, loss_rec: 0.086181, loss_semantic: 0.840319, loss_idmrf: 4.323283, loss_adv_gen: -96.085144, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:21:51,007 - INFO - [Train] step: 140499, loss_adv_disc: 4.712463, lr_disc: 0.000010
+2023-03-25 01:21:51,218 - INFO - [Train] step: 140499, loss_mpn: 0.008232, loss_rec: 0.040251, loss_semantic: 0.476020, loss_idmrf: 1.788159, loss_adv_gen: -119.714775, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:22:22,802 - INFO - [Train] step: 140599, loss_adv_disc: -0.704184, lr_disc: 0.000010
+2023-03-25 01:22:23,003 - INFO - [Train] step: 140599, loss_mpn: 0.025347, loss_rec: 0.076770, loss_semantic: 0.594589, loss_idmrf: 2.290332, loss_adv_gen: -89.947113, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:22:53,813 - INFO - [Train] step: 140699, loss_adv_disc: -4.183224, lr_disc: 0.000010
+2023-03-25 01:22:54,021 - INFO - [Train] step: 140699, loss_mpn: 0.023169, loss_rec: 0.060846, loss_semantic: 0.717112, loss_idmrf: 3.633485, loss_adv_gen: -83.936234, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:23:26,272 - INFO - [Train] step: 140799, loss_adv_disc: -5.164332, lr_disc: 0.000010
+2023-03-25 01:23:26,489 - INFO - [Train] step: 140799, loss_mpn: 0.030101, loss_rec: 0.104650, loss_semantic: 1.040081, loss_idmrf: 4.847029, loss_adv_gen: -130.639862, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:23:58,587 - INFO - [Train] step: 140899, loss_adv_disc: -11.751197, lr_disc: 0.000010
+2023-03-25 01:23:58,792 - INFO - [Train] step: 140899, loss_mpn: 0.020115, loss_rec: 0.072113, loss_semantic: 0.644699, loss_idmrf: 4.239621, loss_adv_gen: -68.210899, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:24:29,731 - INFO - [Train] step: 140999, loss_adv_disc: -4.342408, lr_disc: 0.000010
+2023-03-25 01:24:29,942 - INFO - [Train] step: 140999, loss_mpn: 0.037054, loss_rec: 0.128093, loss_semantic: 1.065962, loss_idmrf: 3.652413, loss_adv_gen: -169.547058, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:25:23,027 - INFO - [Eval] step: 140999, bce: 0.055203, psnr: 22.807388, ssim: 0.793773, lpips: 0.167378
+2023-03-25 01:25:59,135 - INFO - [Train] step: 141099, loss_adv_disc: -18.412144, lr_disc: 0.000010
+2023-03-25 01:25:59,347 - INFO - [Train] step: 141099, loss_mpn: 0.037108, loss_rec: 0.160864, loss_semantic: 1.488678, loss_idmrf: 7.445440, loss_adv_gen: -158.800186, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:26:31,023 - INFO - [Train] step: 141199, loss_adv_disc: 0.598478, lr_disc: 0.000010
+2023-03-25 01:26:31,229 - INFO - [Train] step: 141199, loss_mpn: 0.011342, loss_rec: 0.043198, loss_semantic: 0.556851, loss_idmrf: 2.969600, loss_adv_gen: -37.300194, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:27:03,484 - INFO - [Train] step: 141299, loss_adv_disc: 0.386105, lr_disc: 0.000010
+2023-03-25 01:27:03,694 - INFO - [Train] step: 141299, loss_mpn: 0.007499, loss_rec: 0.037056, loss_semantic: 0.495269, loss_idmrf: 1.798354, loss_adv_gen: -91.427856, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:27:35,759 - INFO - [Train] step: 141399, loss_adv_disc: -3.838544, lr_disc: 0.000010
+2023-03-25 01:27:35,969 - INFO - [Train] step: 141399, loss_mpn: 0.056510, loss_rec: 0.127262, loss_semantic: 1.278121, loss_idmrf: 5.899242, loss_adv_gen: -164.062180, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:28:07,577 - INFO - [Train] step: 141499, loss_adv_disc: -1.611553, lr_disc: 0.000010
+2023-03-25 01:28:07,787 - INFO - [Train] step: 141499, loss_mpn: 0.016876, loss_rec: 0.079131, loss_semantic: 0.972922, loss_idmrf: 3.938019, loss_adv_gen: -124.577248, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:28:39,414 - INFO - [Train] step: 141599, loss_adv_disc: -2.963375, lr_disc: 0.000010
+2023-03-25 01:28:39,625 - INFO - [Train] step: 141599, loss_mpn: 0.028412, loss_rec: 0.090083, loss_semantic: 0.920906, loss_idmrf: 5.557078, loss_adv_gen: -96.915497, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:29:11,239 - INFO - [Train] step: 141699, loss_adv_disc: -3.824654, lr_disc: 0.000010
+2023-03-25 01:29:11,451 - INFO - [Train] step: 141699, loss_mpn: 0.019675, loss_rec: 0.063293, loss_semantic: 0.638885, loss_idmrf: 4.698761, loss_adv_gen: -81.360443, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:29:43,578 - INFO - [Train] step: 141799, loss_adv_disc: -6.366665, lr_disc: 0.000010
+2023-03-25 01:29:43,786 - INFO - [Train] step: 141799, loss_mpn: 0.020020, loss_rec: 0.060390, loss_semantic: 0.796894, loss_idmrf: 6.456504, loss_adv_gen: -62.292564, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:30:15,501 - INFO - [Train] step: 141899, loss_adv_disc: 2.720573, lr_disc: 0.000010
+2023-03-25 01:30:15,710 - INFO - [Train] step: 141899, loss_mpn: 0.015067, loss_rec: 0.074261, loss_semantic: 0.861284, loss_idmrf: 3.842896, loss_adv_gen: -112.272636, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:30:47,548 - INFO - [Train] step: 141999, loss_adv_disc: 1.969776, lr_disc: 0.000010
+2023-03-25 01:30:47,769 - INFO - [Train] step: 141999, loss_mpn: 0.022457, loss_rec: 0.063774, loss_semantic: 0.632096, loss_idmrf: 2.380321, loss_adv_gen: -113.962433, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:31:40,723 - INFO - [Eval] step: 141999, bce: 0.054910, psnr: 22.832287, ssim: 0.794666, lpips: 0.167461
+2023-03-25 01:32:16,613 - INFO - [Train] step: 142099, loss_adv_disc: -0.831769, lr_disc: 0.000010
+2023-03-25 01:32:16,820 - INFO - [Train] step: 142099, loss_mpn: 0.017708, loss_rec: 0.076378, loss_semantic: 0.717880, loss_idmrf: 3.443379, loss_adv_gen: -127.693596, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:32:48,213 - INFO - [Train] step: 142199, loss_adv_disc: 3.105262, lr_disc: 0.000010
+2023-03-25 01:32:48,421 - INFO - [Train] step: 142199, loss_mpn: 0.055382, loss_rec: 0.113942, loss_semantic: 1.104648, loss_idmrf: 5.437537, loss_adv_gen: -127.448151, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:33:20,156 - INFO - [Train] step: 142299, loss_adv_disc: 1.897228, lr_disc: 0.000010
+2023-03-25 01:33:20,366 - INFO - [Train] step: 142299, loss_mpn: 0.032286, loss_rec: 0.099263, loss_semantic: 1.156668, loss_idmrf: 5.819622, loss_adv_gen: -119.289520, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:33:51,994 - INFO - [Train] step: 142399, loss_adv_disc: 0.181394, lr_disc: 0.000010
+2023-03-25 01:33:52,202 - INFO - [Train] step: 142399, loss_mpn: 0.077262, loss_rec: 0.124239, loss_semantic: 1.110521, loss_idmrf: 6.842719, loss_adv_gen: -95.648254, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:34:23,857 - INFO - [Train] step: 142499, loss_adv_disc: -9.267013, lr_disc: 0.000010
+2023-03-25 01:34:24,066 - INFO - [Train] step: 142499, loss_mpn: 0.048475, loss_rec: 0.122866, loss_semantic: 1.287689, loss_idmrf: 8.500172, loss_adv_gen: -101.409973, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:34:55,665 - INFO - [Train] step: 142599, loss_adv_disc: -2.317411, lr_disc: 0.000010
+2023-03-25 01:34:55,877 - INFO - [Train] step: 142599, loss_mpn: 0.025073, loss_rec: 0.081804, loss_semantic: 0.847095, loss_idmrf: 6.330872, loss_adv_gen: -96.735855, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:35:28,240 - INFO - [Train] step: 142699, loss_adv_disc: -0.194647, lr_disc: 0.000010
+2023-03-25 01:35:28,453 - INFO - [Train] step: 142699, loss_mpn: 0.012659, loss_rec: 0.071284, loss_semantic: 0.727816, loss_idmrf: 5.318665, loss_adv_gen: -66.889931, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:36:00,049 - INFO - [Train] step: 142799, loss_adv_disc: -1.177618, lr_disc: 0.000010
+2023-03-25 01:36:00,257 - INFO - [Train] step: 142799, loss_mpn: 0.021107, loss_rec: 0.062337, loss_semantic: 0.720236, loss_idmrf: 2.952706, loss_adv_gen: -122.752586, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:36:31,557 - INFO - [Train] step: 142899, loss_adv_disc: -18.407192, lr_disc: 0.000010
+2023-03-25 01:36:31,765 - INFO - [Train] step: 142899, loss_mpn: 0.045751, loss_rec: 0.158358, loss_semantic: 1.676435, loss_idmrf: 6.244330, loss_adv_gen: -219.760208, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:37:03,526 - INFO - [Train] step: 142999, loss_adv_disc: -1.367348, lr_disc: 0.000010
+2023-03-25 01:37:03,733 - INFO - [Train] step: 142999, loss_mpn: 0.047520, loss_rec: 0.071526, loss_semantic: 0.842527, loss_idmrf: 8.174702, loss_adv_gen: -82.421921, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:37:57,257 - INFO - [Eval] step: 142999, bce: 0.054495, psnr: 22.585653, ssim: 0.787697, lpips: 0.169271
+2023-03-25 01:38:32,603 - INFO - [Train] step: 143099, loss_adv_disc: -4.702207, lr_disc: 0.000010
+2023-03-25 01:38:32,810 - INFO - [Train] step: 143099, loss_mpn: 0.007209, loss_rec: 0.054216, loss_semantic: 0.606290, loss_idmrf: 2.520000, loss_adv_gen: -102.286964, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:39:04,366 - INFO - [Train] step: 143199, loss_adv_disc: 0.144470, lr_disc: 0.000010
+2023-03-25 01:39:04,580 - INFO - [Train] step: 143199, loss_mpn: 0.031727, loss_rec: 0.107695, loss_semantic: 1.143712, loss_idmrf: 6.058207, loss_adv_gen: -117.724976, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:39:36,800 - INFO - [Train] step: 143299, loss_adv_disc: -3.696681, lr_disc: 0.000010
+2023-03-25 01:39:37,008 - INFO - [Train] step: 143299, loss_mpn: 0.027830, loss_rec: 0.098381, loss_semantic: 0.769107, loss_idmrf: 2.983426, loss_adv_gen: -116.817780, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:40:08,939 - INFO - [Train] step: 143399, loss_adv_disc: -5.023792, lr_disc: 0.000010
+2023-03-25 01:40:09,148 - INFO - [Train] step: 143399, loss_mpn: 0.035715, loss_rec: 0.079761, loss_semantic: 0.922805, loss_idmrf: 5.486830, loss_adv_gen: -124.237610, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:40:40,696 - INFO - [Train] step: 143499, loss_adv_disc: -7.751165, lr_disc: 0.000010
+2023-03-25 01:40:40,907 - INFO - [Train] step: 143499, loss_mpn: 0.028556, loss_rec: 0.076750, loss_semantic: 0.844141, loss_idmrf: 4.319903, loss_adv_gen: -132.588470, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:41:13,066 - INFO - [Train] step: 143599, loss_adv_disc: -6.276933, lr_disc: 0.000010
+2023-03-25 01:41:13,276 - INFO - [Train] step: 143599, loss_mpn: 0.040127, loss_rec: 0.081222, loss_semantic: 0.909936, loss_idmrf: 5.547176, loss_adv_gen: -94.843231, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:41:45,560 - INFO - [Train] step: 143699, loss_adv_disc: -3.890678, lr_disc: 0.000010
+2023-03-25 01:41:45,769 - INFO - [Train] step: 143699, loss_mpn: 0.015316, loss_rec: 0.080392, loss_semantic: 0.954943, loss_idmrf: 3.851633, loss_adv_gen: -101.594742, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:42:17,540 - INFO - [Train] step: 143799, loss_adv_disc: -0.141425, lr_disc: 0.000010
+2023-03-25 01:42:17,751 - INFO - [Train] step: 143799, loss_mpn: 0.011691, loss_rec: 0.040114, loss_semantic: 0.668553, loss_idmrf: 5.082391, loss_adv_gen: -106.722855, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:42:49,942 - INFO - [Train] step: 143899, loss_adv_disc: -1.342059, lr_disc: 0.000010
+2023-03-25 01:42:50,150 - INFO - [Train] step: 143899, loss_mpn: 0.017977, loss_rec: 0.065406, loss_semantic: 0.973722, loss_idmrf: 4.373117, loss_adv_gen: -85.895966, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:43:21,858 - INFO - [Train] step: 143999, loss_adv_disc: -2.919433, lr_disc: 0.000010
+2023-03-25 01:43:22,075 - INFO - [Train] step: 143999, loss_mpn: 0.032364, loss_rec: 0.083519, loss_semantic: 1.020754, loss_idmrf: 5.622752, loss_adv_gen: -145.199219, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:44:15,419 - INFO - [Eval] step: 143999, bce: 0.054718, psnr: 22.863419, ssim: 0.795312, lpips: 0.168364
+2023-03-25 01:44:51,305 - INFO - [Train] step: 144099, loss_adv_disc: 2.134234, lr_disc: 0.000010
+2023-03-25 01:44:51,517 - INFO - [Train] step: 144099, loss_mpn: 0.002622, loss_rec: 0.020847, loss_semantic: 0.364479, loss_idmrf: 0.778651, loss_adv_gen: -90.003838, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:45:23,253 - INFO - [Train] step: 144199, loss_adv_disc: 1.956523, lr_disc: 0.000010
+2023-03-25 01:45:23,461 - INFO - [Train] step: 144199, loss_mpn: 0.034672, loss_rec: 0.096771, loss_semantic: 0.920837, loss_idmrf: 6.600120, loss_adv_gen: -97.437607, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:45:55,073 - INFO - [Train] step: 144299, loss_adv_disc: -8.796760, lr_disc: 0.000010
+2023-03-25 01:45:55,285 - INFO - [Train] step: 144299, loss_mpn: 0.047209, loss_rec: 0.123597, loss_semantic: 1.268009, loss_idmrf: 7.616631, loss_adv_gen: -90.258987, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:46:26,792 - INFO - [Train] step: 144399, loss_adv_disc: -5.982662, lr_disc: 0.000010
+2023-03-25 01:46:27,005 - INFO - [Train] step: 144399, loss_mpn: 0.023648, loss_rec: 0.087695, loss_semantic: 0.957171, loss_idmrf: 4.111769, loss_adv_gen: -130.715942, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:46:58,650 - INFO - [Train] step: 144499, loss_adv_disc: -0.642405, lr_disc: 0.000010
+2023-03-25 01:46:58,861 - INFO - [Train] step: 144499, loss_mpn: 0.022781, loss_rec: 0.100659, loss_semantic: 0.934557, loss_idmrf: 3.802374, loss_adv_gen: -142.710007, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:47:30,916 - INFO - [Train] step: 144599, loss_adv_disc: 2.852004, lr_disc: 0.000010
+2023-03-25 01:47:31,123 - INFO - [Train] step: 144599, loss_mpn: 0.021825, loss_rec: 0.041974, loss_semantic: 0.578541, loss_idmrf: 6.489865, loss_adv_gen: -84.362061, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:48:03,719 - INFO - [Train] step: 144699, loss_adv_disc: -5.921197, lr_disc: 0.000010
+2023-03-25 01:48:03,925 - INFO - [Train] step: 144699, loss_mpn: 0.011653, loss_rec: 0.054659, loss_semantic: 0.598884, loss_idmrf: 4.013909, loss_adv_gen: -124.570068, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:48:35,656 - INFO - [Train] step: 144799, loss_adv_disc: 1.941828, lr_disc: 0.000010
+2023-03-25 01:48:35,859 - INFO - [Train] step: 144799, loss_mpn: 0.006206, loss_rec: 0.060441, loss_semantic: 0.661038, loss_idmrf: 1.634720, loss_adv_gen: -170.099487, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:49:07,363 - INFO - [Train] step: 144899, loss_adv_disc: -0.383286, lr_disc: 0.000010
+2023-03-25 01:49:07,573 - INFO - [Train] step: 144899, loss_mpn: 0.027064, loss_rec: 0.077033, loss_semantic: 0.831807, loss_idmrf: 3.424792, loss_adv_gen: -95.861603, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:49:39,311 - INFO - [Train] step: 144999, loss_adv_disc: -4.021616, lr_disc: 0.000010
+2023-03-25 01:49:39,519 - INFO - [Train] step: 144999, loss_mpn: 0.028683, loss_rec: 0.065686, loss_semantic: 0.729661, loss_idmrf: 4.638338, loss_adv_gen: -76.918549, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:50:32,473 - INFO - [Eval] step: 144999, bce: 0.055680, psnr: 22.780748, ssim: 0.791348, lpips: 0.168108
+2023-03-25 01:51:08,737 - INFO - [Train] step: 145099, loss_adv_disc: -7.752505, lr_disc: 0.000010
+2023-03-25 01:51:08,944 - INFO - [Train] step: 145099, loss_mpn: 0.040465, loss_rec: 0.096723, loss_semantic: 0.907135, loss_idmrf: 8.949439, loss_adv_gen: -58.471680, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:51:40,546 - INFO - [Train] step: 145199, loss_adv_disc: -8.397481, lr_disc: 0.000010
+2023-03-25 01:51:40,765 - INFO - [Train] step: 145199, loss_mpn: 0.018031, loss_rec: 0.116172, loss_semantic: 0.934818, loss_idmrf: 4.598901, loss_adv_gen: -113.289642, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:52:12,549 - INFO - [Train] step: 145299, loss_adv_disc: 0.010674, lr_disc: 0.000010
+2023-03-25 01:52:12,757 - INFO - [Train] step: 145299, loss_mpn: 0.010111, loss_rec: 0.052508, loss_semantic: 0.577177, loss_idmrf: 2.522744, loss_adv_gen: -119.906281, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:52:44,363 - INFO - [Train] step: 145399, loss_adv_disc: -5.468908, lr_disc: 0.000010
+2023-03-25 01:52:44,572 - INFO - [Train] step: 145399, loss_mpn: 0.035111, loss_rec: 0.086518, loss_semantic: 0.872981, loss_idmrf: 8.311056, loss_adv_gen: -88.386978, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:53:16,507 - INFO - [Train] step: 145499, loss_adv_disc: -15.131647, lr_disc: 0.000010
+2023-03-25 01:53:16,721 - INFO - [Train] step: 145499, loss_mpn: 0.067296, loss_rec: 0.174023, loss_semantic: 1.449805, loss_idmrf: 7.465084, loss_adv_gen: -159.529144, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:53:49,228 - INFO - [Train] step: 145599, loss_adv_disc: -0.927058, lr_disc: 0.000010
+2023-03-25 01:53:49,443 - INFO - [Train] step: 145599, loss_mpn: 0.024055, loss_rec: 0.057264, loss_semantic: 0.627494, loss_idmrf: 4.474271, loss_adv_gen: -72.957329, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:54:21,453 - INFO - [Train] step: 145699, loss_adv_disc: -1.210761, lr_disc: 0.000010
+2023-03-25 01:54:21,663 - INFO - [Train] step: 145699, loss_mpn: 0.021165, loss_rec: 0.057138, loss_semantic: 0.678889, loss_idmrf: 3.450122, loss_adv_gen: -120.848709, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:54:52,676 - INFO - [Train] step: 145799, loss_adv_disc: -3.997389, lr_disc: 0.000010
+2023-03-25 01:54:52,881 - INFO - [Train] step: 145799, loss_mpn: 0.021516, loss_rec: 0.077695, loss_semantic: 0.779073, loss_idmrf: 4.176141, loss_adv_gen: -77.893005, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:55:23,956 - INFO - [Train] step: 145899, loss_adv_disc: -0.576949, lr_disc: 0.000010
+2023-03-25 01:55:24,165 - INFO - [Train] step: 145899, loss_mpn: 0.007602, loss_rec: 0.054051, loss_semantic: 0.630906, loss_idmrf: 3.373626, loss_adv_gen: -111.352791, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:55:54,854 - INFO - [Train] step: 145999, loss_adv_disc: -0.089425, lr_disc: 0.000010
+2023-03-25 01:55:55,061 - INFO - [Train] step: 145999, loss_mpn: 0.033412, loss_rec: 0.045569, loss_semantic: 0.549311, loss_idmrf: 3.431111, loss_adv_gen: -45.923027, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:56:47,678 - INFO - [Eval] step: 145999, bce: 0.055386, psnr: 22.839243, ssim: 0.793194, lpips: 0.168124
+2023-03-25 01:57:22,777 - INFO - [Train] step: 146099, loss_adv_disc: -3.883640, lr_disc: 0.000010
+2023-03-25 01:57:22,982 - INFO - [Train] step: 146099, loss_mpn: 0.010465, loss_rec: 0.032862, loss_semantic: 0.487680, loss_idmrf: 3.883964, loss_adv_gen: -66.830536, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:57:53,585 - INFO - [Train] step: 146199, loss_adv_disc: -2.809773, lr_disc: 0.000010
+2023-03-25 01:57:53,795 - INFO - [Train] step: 146199, loss_mpn: 0.010440, loss_rec: 0.061843, loss_semantic: 0.679083, loss_idmrf: 3.485007, loss_adv_gen: -93.302460, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:58:25,164 - INFO - [Train] step: 146299, loss_adv_disc: 3.236540, lr_disc: 0.000010
+2023-03-25 01:58:25,374 - INFO - [Train] step: 146299, loss_mpn: 0.006737, loss_rec: 0.053572, loss_semantic: 0.654879, loss_idmrf: 2.404084, loss_adv_gen: -117.276207, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:58:56,461 - INFO - [Train] step: 146399, loss_adv_disc: -5.733061, lr_disc: 0.000010
+2023-03-25 01:58:56,664 - INFO - [Train] step: 146399, loss_mpn: 0.025921, loss_rec: 0.091886, loss_semantic: 1.019449, loss_idmrf: 4.892089, loss_adv_gen: -105.654083, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:59:27,907 - INFO - [Train] step: 146499, loss_adv_disc: 1.077451, lr_disc: 0.000010
+2023-03-25 01:59:28,118 - INFO - [Train] step: 146499, loss_mpn: 0.011383, loss_rec: 0.060512, loss_semantic: 0.682929, loss_idmrf: 2.801169, loss_adv_gen: -96.643684, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:59:59,312 - INFO - [Train] step: 146599, loss_adv_disc: -0.505985, lr_disc: 0.000010
+2023-03-25 01:59:59,520 - INFO - [Train] step: 146599, loss_mpn: 0.019827, loss_rec: 0.093251, loss_semantic: 0.936464, loss_idmrf: 5.017715, loss_adv_gen: -116.869949, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 02:00:30,811 - INFO - [Train] step: 146699, loss_adv_disc: -3.431988, lr_disc: 0.000010
+2023-03-25 02:00:31,027 - INFO - [Train] step: 146699, loss_mpn: 0.019777, loss_rec: 0.071077, loss_semantic: 0.805857, loss_idmrf: 4.086918, loss_adv_gen: -140.856308, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 02:01:02,101 - INFO - [Train] step: 146799, loss_adv_disc: -9.027821, lr_disc: 0.000010
+2023-03-25 02:01:02,307 - INFO - [Train] step: 146799, loss_mpn: 0.029751, loss_rec: 0.089439, loss_semantic: 0.987341, loss_idmrf: 7.719289, loss_adv_gen: -80.711227, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 02:01:33,169 - INFO - [Train] step: 146899, loss_adv_disc: -7.270223, lr_disc: 0.000010
+2023-03-25 02:01:33,375 - INFO - [Train] step: 146899, loss_mpn: 0.015345, loss_rec: 0.099674, loss_semantic: 0.945975, loss_idmrf: 4.166911, loss_adv_gen: -123.595245, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 02:02:04,890 - INFO - [Train] step: 146999, loss_adv_disc: -0.350755, lr_disc: 0.000010
+2023-03-25 02:02:05,096 - INFO - [Train] step: 146999, loss_mpn: 0.008258, loss_rec: 0.065613, loss_semantic: 0.722953, loss_idmrf: 2.967575, loss_adv_gen: -106.164413, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 02:02:57,824 - INFO - [Eval] step: 146999, bce: 0.055184, psnr: 22.782526, ssim: 0.791567, lpips: 0.167541
+2023-03-25 02:03:32,923 - INFO - [Train] step: 147099, loss_adv_disc: -6.898542, lr_disc: 0.000010
+2023-03-25 02:03:33,130 - INFO - [Train] step: 147099, loss_mpn: 0.037607, loss_rec: 0.145872, loss_semantic: 1.297669, loss_idmrf: 6.841616, loss_adv_gen: -147.179672, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 02:04:04,512 - INFO - [Train] step: 147199, loss_adv_disc: -3.189263, lr_disc: 0.000010
+2023-03-25 02:04:04,719 - INFO - [Train] step: 147199, loss_mpn: 0.019771, loss_rec: 0.074043, loss_semantic: 0.935476, loss_idmrf: 3.929295, loss_adv_gen: -117.537491, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 02:04:35,512 - INFO - [Train] step: 147299, loss_adv_disc: -7.877637, lr_disc: 0.000010
+2023-03-25 02:04:35,721 - INFO - [Train] step: 147299, loss_mpn: 0.031685, loss_rec: 0.094885, loss_semantic: 0.934905, loss_idmrf: 6.448128, loss_adv_gen: -129.468735, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 02:05:06,848 - INFO - [Train] step: 147399, loss_adv_disc: -4.647767, lr_disc: 0.000010
+2023-03-25 02:05:07,052 - INFO - [Train] step: 147399, loss_mpn: 0.042093, loss_rec: 0.117708, loss_semantic: 1.309638, loss_idmrf: 5.543364, loss_adv_gen: -114.242371, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 02:05:37,820 - INFO - [Train] step: 147499, loss_adv_disc: -7.597714, lr_disc: 0.000010
+2023-03-25 02:05:38,036 - INFO - [Train] step: 147499, loss_mpn: 0.036339, loss_rec: 0.072954, loss_semantic: 1.038761, loss_idmrf: 8.035263, loss_adv_gen: -58.343033, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 02:06:09,342 - INFO - [Train] step: 147599, loss_adv_disc: 0.695951, lr_disc: 0.000010
+2023-03-25 02:06:09,547 - INFO - [Train] step: 147599, loss_mpn: 0.012604, loss_rec: 0.082176, loss_semantic: 0.884133, loss_idmrf: 2.953928, loss_adv_gen: -143.841919, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 02:06:40,670 - INFO - [Train] step: 147699, loss_adv_disc: 2.390932, lr_disc: 0.000010
+2023-03-25 02:06:40,874 - INFO - [Train] step: 147699, loss_mpn: 0.008730, loss_rec: 0.042215, loss_semantic: 0.601045, loss_idmrf: 3.133427, loss_adv_gen: -105.174179, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 02:07:11,771 - INFO - [Train] step: 147799, loss_adv_disc: -1.457495, lr_disc: 0.000010
+2023-03-25 02:07:11,981 - INFO - [Train] step: 147799, loss_mpn: 0.029441, loss_rec: 0.086582, loss_semantic: 0.996465, loss_idmrf: 5.916190, loss_adv_gen: -113.840622, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 02:07:42,969 - INFO - [Train] step: 147899, loss_adv_disc: -2.594009, lr_disc: 0.000010
+2023-03-25 02:07:43,178 - INFO - [Train] step: 147899, loss_mpn: 0.011703, loss_rec: 0.061076, loss_semantic: 0.603996, loss_idmrf: 2.699604, loss_adv_gen: -131.697922, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 02:08:13,988 - INFO - [Train] step: 147999, loss_adv_disc: -1.368444, lr_disc: 0.000010
+2023-03-25 02:08:14,198 - INFO - [Train] step: 147999, loss_mpn: 0.027482, loss_rec: 0.062033, loss_semantic: 0.647546, loss_idmrf: 5.587025, loss_adv_gen: -93.721733, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 02:09:06,633 - INFO - [Eval] step: 147999, bce: 0.054934, psnr: 22.798605, ssim: 0.797036, lpips: 0.168408
+2023-03-25 02:09:41,313 - INFO - [Train] step: 148099, loss_adv_disc: 0.296796, lr_disc: 0.000010
+2023-03-25 02:09:41,514 - INFO - [Train] step: 148099, loss_mpn: 0.031422, loss_rec: 0.094719, loss_semantic: 1.108021, loss_idmrf: 6.261083, loss_adv_gen: -78.607056, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 02:10:12,619 - INFO - [Train] step: 148199, loss_adv_disc: -18.059978, lr_disc: 0.000010
+2023-03-25 02:10:12,819 - INFO - [Train] step: 148199, loss_mpn: 0.076168, loss_rec: 0.154142, loss_semantic: 1.305478, loss_idmrf: 8.124478, loss_adv_gen: -85.126450, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 02:10:43,479 - INFO - [Train] step: 148299, loss_adv_disc: 1.983891, lr_disc: 0.000010
+2023-03-25 02:10:43,683 - INFO - [Train] step: 148299, loss_mpn: 0.002014, loss_rec: 0.022565, loss_semantic: 0.339916, loss_idmrf: 0.728642, loss_adv_gen: -125.118835, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 02:11:14,793 - INFO - [Train] step: 148399, loss_adv_disc: -2.857513, lr_disc: 0.000010
+2023-03-25 02:11:15,007 - INFO - [Train] step: 148399, loss_mpn: 0.016131, loss_rec: 0.078191, loss_semantic: 0.879754, loss_idmrf: 3.169416, loss_adv_gen: -133.366821, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 02:11:46,127 - INFO - [Train] step: 148499, loss_adv_disc: 0.208097, lr_disc: 0.000010
+2023-03-25 02:11:46,332 - INFO - [Train] step: 148499, loss_mpn: 0.023096, loss_rec: 0.098686, loss_semantic: 0.955499, loss_idmrf: 5.165885, loss_adv_gen: -132.386566, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 02:12:17,471 - INFO - [Train] step: 148599, loss_adv_disc: -0.404168, lr_disc: 0.000010
+2023-03-25 02:12:17,679 - INFO - [Train] step: 148599, loss_mpn: 0.011885, loss_rec: 0.039849, loss_semantic: 0.554139, loss_idmrf: 3.118535, loss_adv_gen: -85.968857, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 02:12:48,531 - INFO - [Train] step: 148699, loss_adv_disc: -0.136310, lr_disc: 0.000010
+2023-03-25 02:12:48,728 - INFO - [Train] step: 148699, loss_mpn: 0.034350, loss_rec: 0.102700, loss_semantic: 1.040868, loss_idmrf: 4.709506, loss_adv_gen: -131.152802, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 02:13:19,698 - INFO - [Train] step: 148799, loss_adv_disc: -4.450955, lr_disc: 0.000010
+2023-03-25 02:13:19,913 - INFO - [Train] step: 148799, loss_mpn: 0.035131, loss_rec: 0.089638, loss_semantic: 0.946416, loss_idmrf: 3.520896, loss_adv_gen: -123.495613, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 02:13:51,469 - INFO - [Train] step: 148899, loss_adv_disc: 1.905137, lr_disc: 0.000010
+2023-03-25 02:13:51,680 - INFO - [Train] step: 148899, loss_mpn: 0.037235, loss_rec: 0.062482, loss_semantic: 0.805391, loss_idmrf: 6.943230, loss_adv_gen: -43.866547, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 02:14:22,426 - INFO - [Train] step: 148999, loss_adv_disc: -1.751995, lr_disc: 0.000010
+2023-03-25 02:14:22,632 - INFO - [Train] step: 148999, loss_mpn: 0.032910, loss_rec: 0.073542, loss_semantic: 0.848640, loss_idmrf: 8.706167, loss_adv_gen: -58.658554, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 02:15:14,453 - INFO - [Eval] step: 148999, bce: 0.055418, psnr: 22.858269, ssim: 0.792663, lpips: 0.167305
+2023-03-25 02:15:49,125 - INFO - [Train] step: 149099, loss_adv_disc: 0.870275, lr_disc: 0.000010
+2023-03-25 02:15:49,327 - INFO - [Train] step: 149099, loss_mpn: 0.008695, loss_rec: 0.065046, loss_semantic: 0.603250, loss_idmrf: 1.622197, loss_adv_gen: -166.657684, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 02:16:20,250 - INFO - [Train] step: 149199, loss_adv_disc: 2.129764, lr_disc: 0.000010
+2023-03-25 02:16:20,461 - INFO - [Train] step: 149199, loss_mpn: 0.006649, loss_rec: 0.042727, loss_semantic: 0.546593, loss_idmrf: 1.611889, loss_adv_gen: -166.657104, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 02:16:52,178 - INFO - [Train] step: 149299, loss_adv_disc: 0.524893, lr_disc: 0.000010
+2023-03-25 02:16:52,384 - INFO - [Train] step: 149299, loss_mpn: 0.017965, loss_rec: 0.049651, loss_semantic: 0.664499, loss_idmrf: 3.657394, loss_adv_gen: -71.734108, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 02:17:23,344 - INFO - [Train] step: 149399, loss_adv_disc: -7.425041, lr_disc: 0.000010
+2023-03-25 02:17:23,543 - INFO - [Train] step: 149399, loss_mpn: 0.025289, loss_rec: 0.086474, loss_semantic: 0.886491, loss_idmrf: 3.078261, loss_adv_gen: -94.721649, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 02:17:54,786 - INFO - [Train] step: 149499, loss_adv_disc: 3.407635, lr_disc: 0.000010
+2023-03-25 02:17:55,000 - INFO - [Train] step: 149499, loss_mpn: 0.025643, loss_rec: 0.072989, loss_semantic: 0.787148, loss_idmrf: 3.985745, loss_adv_gen: -107.558594, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 02:18:25,862 - INFO - [Train] step: 149599, loss_adv_disc: -7.550280, lr_disc: 0.000010
+2023-03-25 02:18:26,069 - INFO - [Train] step: 149599, loss_mpn: 0.032492, loss_rec: 0.107366, loss_semantic: 1.211167, loss_idmrf: 6.096730, loss_adv_gen: -114.565422, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 02:18:57,558 - INFO - [Train] step: 149699, loss_adv_disc: 0.239833, lr_disc: 0.000010
+2023-03-25 02:18:57,766 - INFO - [Train] step: 149699, loss_mpn: 0.003671, loss_rec: 0.018866, loss_semantic: 0.313225, loss_idmrf: 1.624657, loss_adv_gen: -68.483711, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 02:19:29,460 - INFO - [Train] step: 149799, loss_adv_disc: -0.082468, lr_disc: 0.000010
+2023-03-25 02:19:29,673 - INFO - [Train] step: 149799, loss_mpn: 0.014657, loss_rec: 0.063980, loss_semantic: 0.708713, loss_idmrf: 2.813299, loss_adv_gen: -126.214218, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 02:20:00,737 - INFO - [Train] step: 149899, loss_adv_disc: -6.239083, lr_disc: 0.000010
+2023-03-25 02:20:00,941 - INFO - [Train] step: 149899, loss_mpn: 0.012386, loss_rec: 0.060307, loss_semantic: 0.687271, loss_idmrf: 3.051985, loss_adv_gen: -87.073853, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 02:20:31,863 - INFO - [Train] step: 149999, loss_adv_disc: -3.743148, lr_disc: 0.000010
+2023-03-25 02:20:32,073 - INFO - [Train] step: 149999, loss_mpn: 0.023378, loss_rec: 0.095236, loss_semantic: 1.128395, loss_idmrf: 5.577922, loss_adv_gen: -122.148445, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 02:21:24,639 - INFO - [Eval] step: 149999, bce: 0.054298, psnr: 22.787989, ssim: 0.791081, lpips: 0.167711
+2023-03-25 02:21:28,903 - INFO - End of training
diff --git a/joint_places_brush_realnoise/samples/step149999.png b/joint_places_brush_realnoise/samples/step149999.png
new file mode 100644
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+++ b/joint_places_brush_realnoise/samples/step149999.png
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+size 5381859
diff --git a/joint_places_brush_realnoise/tensorboard/events.out.tfevents.1679625294.admin.cluster.local.5642.0 b/joint_places_brush_realnoise/tensorboard/events.out.tfevents.1679625294.admin.cluster.local.5642.0
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diff --git a/joint_places_maskdir_realnoise/ckpt/step149999/meta.pt b/joint_places_maskdir_realnoise/ckpt/step149999/meta.pt
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+size 425
diff --git a/joint_places_maskdir_realnoise/ckpt/step149999/model.pt b/joint_places_maskdir_realnoise/ckpt/step149999/model.pt
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diff --git a/joint_places_maskdir_realnoise/ckpt/step149999/optimizer.pt b/joint_places_maskdir_realnoise/ckpt/step149999/optimizer.pt
new file mode 100644
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+version https://git-lfs.github.com/spec/v1
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diff --git a/joint_places_maskdir_realnoise/config-2023-03-24-10-34-54.yaml b/joint_places_maskdir_realnoise/config-2023-03-24-10-34-54.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..dc12fb74e753e16549f1fb62f287c452a1e1d65b
--- /dev/null
+++ b/joint_places_maskdir_realnoise/config-2023-03-24-10-34-54.yaml
@@ -0,0 +1,58 @@
+seed: 1234
+data:
+  name: Places365
+  dataroot: /amax/xyf/data/Places365/
+  img_size: 256
+dataloader:
+  num_workers: 4
+  pin_memory: true
+  prefetch_factor: 2
+  micro_batch: 0
+mask:
+  mask_type: dir
+  dir_path: /amax/xyf/data/NVIDIAIrregularMaskDataset/train/
+  dir_invert_color: true
+  noise_type: real
+  real_dataset:
+  - name: ImageNet
+    dataroot: /amax/xyf/data/ImageNet/
+    img_size: 256
+  smooth_type: gaussian
+  smooth_kernel_size: 13
+  smooth_sigma: 3
+model:
+  mpn:
+    base_n_channels: 64
+    neck_n_channels: 128
+  rin:
+    base_n_channels: 32
+    neck_n_channels: 128
+train:
+  n_steps: 150000
+  batch_size: 4
+  pretrained: ./runs/separate_places_maskdir_realnoise/ckpt/step149999/model.pt
+  resume: null
+  print_freq: 100
+  save_freq: 5000
+  eval_freq: 1000
+  sample_freq: 1000
+  coef_rec: 1.4
+  coef_semantic: 0.0001
+  coef_idmrf: 0.001
+  coef_adv: 0.001
+  coef_mpn: 2.0
+  optim_mpn:
+    lr: 1.0e-05
+    betas:
+    - 0.5
+    - 0.9
+  optim_rin:
+    lr: 1.0e-05
+    betas:
+    - 0.5
+    - 0.9
+  optim_disc:
+    lr: 1.0e-05
+    betas:
+    - 0.5
+    - 0.9
diff --git a/joint_places_maskdir_realnoise/output-2023-03-24-10-34-54.log b/joint_places_maskdir_realnoise/output-2023-03-24-10-34-54.log
new file mode 100644
index 0000000000000000000000000000000000000000..6f3380c168b7a9f7467da13fb12bf99a4a719725
--- /dev/null
+++ b/joint_places_maskdir_realnoise/output-2023-03-24-10-34-54.log
@@ -0,0 +1,3161 @@
+2023-03-24 10:34:56,766 - INFO - Experiment directory: ./runs/joint_places_maskdir_realnoise/
+2023-03-24 10:34:56,768 - INFO - Number of processes: 2
+2023-03-24 10:34:56,768 - INFO - Distributed type: MULTI_GPU
+2023-03-24 10:34:56,769 - INFO - Mixed precision: no
+2023-03-24 10:35:08,847 - INFO - Size of training set: 1803460
+2023-03-24 10:35:08,847 - INFO - Size of validation set: 5000
+2023-03-24 10:35:08,847 - INFO - Batch size per process: 2
+2023-03-24 10:35:08,847 - INFO - Total batch size: 4
+2023-03-24 10:35:11,191 - INFO - Successfully load mpn and rin from ./runs/separate_places_maskdir_realnoise/ckpt/step149999/model.pt
+2023-03-24 10:35:13,684 - INFO - Start training...
+2023-03-24 10:35:46,154 - INFO - [Train] step: 99, loss_adv_disc: 5.211974, lr_disc: 0.000010
+2023-03-24 10:35:46,341 - INFO - [Train] step: 99, loss_mpn: 0.016428, loss_rec: 0.058485, loss_semantic: 0.709731, loss_idmrf: 2.179596, loss_adv_gen: -73.898689, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:36:15,439 - INFO - [Train] step: 199, loss_adv_disc: -6.501278, lr_disc: 0.000010
+2023-03-24 10:36:15,627 - INFO - [Train] step: 199, loss_mpn: 0.031087, loss_rec: 0.120414, loss_semantic: 1.015641, loss_idmrf: 5.925309, loss_adv_gen: -78.154861, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:36:45,545 - INFO - [Train] step: 299, loss_adv_disc: 5.025525, lr_disc: 0.000010
+2023-03-24 10:36:45,735 - INFO - [Train] step: 299, loss_mpn: 0.035263, loss_rec: 0.032797, loss_semantic: 0.458934, loss_idmrf: 2.530976, loss_adv_gen: -120.597221, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:37:14,834 - INFO - [Train] step: 399, loss_adv_disc: 6.050306, lr_disc: 0.000010
+2023-03-24 10:37:15,021 - INFO - [Train] step: 399, loss_mpn: 0.041018, loss_rec: 0.055978, loss_semantic: 0.614965, loss_idmrf: 2.606681, loss_adv_gen: -128.126450, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:37:45,301 - INFO - [Train] step: 499, loss_adv_disc: 0.271755, lr_disc: 0.000010
+2023-03-24 10:37:45,510 - INFO - [Train] step: 499, loss_mpn: 0.026092, loss_rec: 0.037088, loss_semantic: 0.568428, loss_idmrf: 2.883430, loss_adv_gen: -80.682106, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:38:15,768 - INFO - [Train] step: 599, loss_adv_disc: 0.790173, lr_disc: 0.000010
+2023-03-24 10:38:15,964 - INFO - [Train] step: 599, loss_mpn: 0.021434, loss_rec: 0.044609, loss_semantic: 0.562995, loss_idmrf: 2.133554, loss_adv_gen: -112.691162, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:38:46,583 - INFO - [Train] step: 699, loss_adv_disc: 6.769057, lr_disc: 0.000010
+2023-03-24 10:38:46,792 - INFO - [Train] step: 699, loss_mpn: 0.017794, loss_rec: 0.034332, loss_semantic: 0.538645, loss_idmrf: 1.630357, loss_adv_gen: -126.364288, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:39:18,105 - INFO - [Train] step: 799, loss_adv_disc: 3.409455, lr_disc: 0.000010
+2023-03-24 10:39:18,312 - INFO - [Train] step: 799, loss_mpn: 0.036800, loss_rec: 0.030475, loss_semantic: 0.493713, loss_idmrf: 3.068456, loss_adv_gen: -111.193176, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:39:49,491 - INFO - [Train] step: 899, loss_adv_disc: -13.417917, lr_disc: 0.000010
+2023-03-24 10:39:49,693 - INFO - [Train] step: 899, loss_mpn: 0.085528, loss_rec: 0.123213, loss_semantic: 1.177904, loss_idmrf: 8.700989, loss_adv_gen: -106.014542, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:40:20,436 - INFO - [Train] step: 999, loss_adv_disc: -0.085968, lr_disc: 0.000010
+2023-03-24 10:40:20,641 - INFO - [Train] step: 999, loss_mpn: 0.025960, loss_rec: 0.054701, loss_semantic: 0.696021, loss_idmrf: 4.176297, loss_adv_gen: -98.172302, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:41:17,238 - INFO - [Eval] step: 999, bce: 0.085246, psnr: 24.089657, ssim: 0.827883, lpips: 0.155291
+2023-03-24 10:41:51,072 - INFO - [Train] step: 1099, loss_adv_disc: 9.115077, lr_disc: 0.000010
+2023-03-24 10:41:51,271 - INFO - [Train] step: 1099, loss_mpn: 0.037583, loss_rec: 0.091866, loss_semantic: 0.652169, loss_idmrf: 2.029497, loss_adv_gen: -120.247398, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:42:21,546 - INFO - [Train] step: 1199, loss_adv_disc: -7.422603, lr_disc: 0.000010
+2023-03-24 10:42:21,743 - INFO - [Train] step: 1199, loss_mpn: 0.040348, loss_rec: 0.147866, loss_semantic: 1.082822, loss_idmrf: 6.806304, loss_adv_gen: -87.096962, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:42:52,250 - INFO - [Train] step: 1299, loss_adv_disc: -4.919590, lr_disc: 0.000010
+2023-03-24 10:42:52,459 - INFO - [Train] step: 1299, loss_mpn: 0.014895, loss_rec: 0.082086, loss_semantic: 0.899287, loss_idmrf: 4.603512, loss_adv_gen: -99.993622, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:43:23,569 - INFO - [Train] step: 1399, loss_adv_disc: 2.966939, lr_disc: 0.000010
+2023-03-24 10:43:23,769 - INFO - [Train] step: 1399, loss_mpn: 0.027017, loss_rec: 0.054511, loss_semantic: 0.700054, loss_idmrf: 2.494251, loss_adv_gen: -128.430267, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:43:54,374 - INFO - [Train] step: 1499, loss_adv_disc: 1.103205, lr_disc: 0.000010
+2023-03-24 10:43:54,584 - INFO - [Train] step: 1499, loss_mpn: 0.040234, loss_rec: 0.076227, loss_semantic: 0.781286, loss_idmrf: 3.309404, loss_adv_gen: -133.243607, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:44:25,618 - INFO - [Train] step: 1599, loss_adv_disc: -7.827949, lr_disc: 0.000010
+2023-03-24 10:44:25,819 - INFO - [Train] step: 1599, loss_mpn: 0.020405, loss_rec: 0.065284, loss_semantic: 0.674666, loss_idmrf: 3.523157, loss_adv_gen: -87.216888, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:44:56,963 - INFO - [Train] step: 1699, loss_adv_disc: -1.162589, lr_disc: 0.000010
+2023-03-24 10:44:57,164 - INFO - [Train] step: 1699, loss_mpn: 0.017708, loss_rec: 0.062451, loss_semantic: 0.757544, loss_idmrf: 6.029512, loss_adv_gen: -61.851852, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:45:28,756 - INFO - [Train] step: 1799, loss_adv_disc: 0.065714, lr_disc: 0.000010
+2023-03-24 10:45:28,958 - INFO - [Train] step: 1799, loss_mpn: 0.038587, loss_rec: 0.092008, loss_semantic: 1.001993, loss_idmrf: 4.080800, loss_adv_gen: -131.985382, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:45:59,259 - INFO - [Train] step: 1899, loss_adv_disc: -8.404915, lr_disc: 0.000010
+2023-03-24 10:45:59,470 - INFO - [Train] step: 1899, loss_mpn: 0.029647, loss_rec: 0.121917, loss_semantic: 0.930942, loss_idmrf: 3.698335, loss_adv_gen: -148.554321, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:46:31,045 - INFO - [Train] step: 1999, loss_adv_disc: 0.193910, lr_disc: 0.000010
+2023-03-24 10:46:31,247 - INFO - [Train] step: 1999, loss_mpn: 0.039751, loss_rec: 0.090485, loss_semantic: 1.002406, loss_idmrf: 3.963522, loss_adv_gen: -136.965317, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:47:25,219 - INFO - [Eval] step: 1999, bce: 0.086679, psnr: 24.001289, ssim: 0.824981, lpips: 0.154983
+2023-03-24 10:47:58,724 - INFO - [Train] step: 2099, loss_adv_disc: -11.449379, lr_disc: 0.000010
+2023-03-24 10:47:58,929 - INFO - [Train] step: 2099, loss_mpn: 0.025401, loss_rec: 0.089635, loss_semantic: 0.758662, loss_idmrf: 5.618974, loss_adv_gen: -102.797684, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:48:29,694 - INFO - [Train] step: 2199, loss_adv_disc: -1.039642, lr_disc: 0.000010
+2023-03-24 10:48:29,895 - INFO - [Train] step: 2199, loss_mpn: 0.026918, loss_rec: 0.118009, loss_semantic: 1.072634, loss_idmrf: 4.670526, loss_adv_gen: -143.810608, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:49:01,298 - INFO - [Train] step: 2299, loss_adv_disc: 3.871991, lr_disc: 0.000010
+2023-03-24 10:49:01,501 - INFO - [Train] step: 2299, loss_mpn: 0.042008, loss_rec: 0.064794, loss_semantic: 0.721655, loss_idmrf: 3.842530, loss_adv_gen: -123.614929, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:49:32,315 - INFO - [Train] step: 2399, loss_adv_disc: 2.759623, lr_disc: 0.000010
+2023-03-24 10:49:32,520 - INFO - [Train] step: 2399, loss_mpn: 0.015466, loss_rec: 0.038992, loss_semantic: 0.528355, loss_idmrf: 2.100810, loss_adv_gen: -112.556244, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:50:02,652 - INFO - [Train] step: 2499, loss_adv_disc: -6.197212, lr_disc: 0.000010
+2023-03-24 10:50:02,869 - INFO - [Train] step: 2499, loss_mpn: 0.021936, loss_rec: 0.109797, loss_semantic: 1.156381, loss_idmrf: 7.458290, loss_adv_gen: -86.947624, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:50:34,262 - INFO - [Train] step: 2599, loss_adv_disc: -10.256564, lr_disc: 0.000010
+2023-03-24 10:50:34,464 - INFO - [Train] step: 2599, loss_mpn: 0.018106, loss_rec: 0.074397, loss_semantic: 0.716096, loss_idmrf: 3.719239, loss_adv_gen: -113.302422, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:51:05,829 - INFO - [Train] step: 2699, loss_adv_disc: 2.084426, lr_disc: 0.000010
+2023-03-24 10:51:06,035 - INFO - [Train] step: 2699, loss_mpn: 0.057334, loss_rec: 0.063469, loss_semantic: 0.684826, loss_idmrf: 4.032570, loss_adv_gen: -123.886093, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:51:36,748 - INFO - [Train] step: 2799, loss_adv_disc: -10.573370, lr_disc: 0.000010
+2023-03-24 10:51:36,952 - INFO - [Train] step: 2799, loss_mpn: 0.025760, loss_rec: 0.075173, loss_semantic: 0.729482, loss_idmrf: 4.531755, loss_adv_gen: -92.367142, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:52:07,765 - INFO - [Train] step: 2899, loss_adv_disc: 1.370019, lr_disc: 0.000010
+2023-03-24 10:52:07,967 - INFO - [Train] step: 2899, loss_mpn: 0.020634, loss_rec: 0.069380, loss_semantic: 0.704557, loss_idmrf: 2.889516, loss_adv_gen: -173.057831, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:52:39,524 - INFO - [Train] step: 2999, loss_adv_disc: -1.975618, lr_disc: 0.000010
+2023-03-24 10:52:39,726 - INFO - [Train] step: 2999, loss_mpn: 0.015657, loss_rec: 0.054511, loss_semantic: 0.711649, loss_idmrf: 2.764818, loss_adv_gen: -102.614166, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:53:32,122 - INFO - [Eval] step: 2999, bce: 0.086405, psnr: 24.004616, ssim: 0.823857, lpips: 0.155447
+2023-03-24 10:54:06,031 - INFO - [Train] step: 3099, loss_adv_disc: -0.023260, lr_disc: 0.000010
+2023-03-24 10:54:06,235 - INFO - [Train] step: 3099, loss_mpn: 0.030902, loss_rec: 0.036195, loss_semantic: 0.508227, loss_idmrf: 3.964137, loss_adv_gen: -104.643219, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:54:37,150 - INFO - [Train] step: 3199, loss_adv_disc: -11.033976, lr_disc: 0.000010
+2023-03-24 10:54:37,358 - INFO - [Train] step: 3199, loss_mpn: 0.047390, loss_rec: 0.148090, loss_semantic: 1.288234, loss_idmrf: 7.348633, loss_adv_gen: -125.563263, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:55:08,633 - INFO - [Train] step: 3299, loss_adv_disc: -0.505353, lr_disc: 0.000010
+2023-03-24 10:55:08,844 - INFO - [Train] step: 3299, loss_mpn: 0.090413, loss_rec: 0.048948, loss_semantic: 0.572102, loss_idmrf: 2.989125, loss_adv_gen: -106.832520, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:55:39,558 - INFO - [Train] step: 3399, loss_adv_disc: -0.872981, lr_disc: 0.000010
+2023-03-24 10:55:39,766 - INFO - [Train] step: 3399, loss_mpn: 0.021670, loss_rec: 0.060357, loss_semantic: 0.666607, loss_idmrf: 5.998437, loss_adv_gen: -103.466721, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:56:10,217 - INFO - [Train] step: 3499, loss_adv_disc: -0.266947, lr_disc: 0.000010
+2023-03-24 10:56:10,421 - INFO - [Train] step: 3499, loss_mpn: 0.040114, loss_rec: 0.071902, loss_semantic: 0.816286, loss_idmrf: 3.078304, loss_adv_gen: -154.134613, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:56:41,455 - INFO - [Train] step: 3599, loss_adv_disc: -7.390137, lr_disc: 0.000010
+2023-03-24 10:56:41,658 - INFO - [Train] step: 3599, loss_mpn: 0.016030, loss_rec: 0.119850, loss_semantic: 0.968258, loss_idmrf: 5.549386, loss_adv_gen: -157.169098, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:57:12,079 - INFO - [Train] step: 3699, loss_adv_disc: -14.766492, lr_disc: 0.000010
+2023-03-24 10:57:12,284 - INFO - [Train] step: 3699, loss_mpn: 0.009770, loss_rec: 0.111672, loss_semantic: 0.922279, loss_idmrf: 3.937878, loss_adv_gen: -132.912338, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:57:42,852 - INFO - [Train] step: 3799, loss_adv_disc: 1.727086, lr_disc: 0.000010
+2023-03-24 10:57:43,061 - INFO - [Train] step: 3799, loss_mpn: 0.042346, loss_rec: 0.065971, loss_semantic: 0.651539, loss_idmrf: 4.029954, loss_adv_gen: -134.766998, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:58:14,484 - INFO - [Train] step: 3899, loss_adv_disc: 5.102520, lr_disc: 0.000010
+2023-03-24 10:58:14,683 - INFO - [Train] step: 3899, loss_mpn: 0.020784, loss_rec: 0.068711, loss_semantic: 0.819988, loss_idmrf: 3.528970, loss_adv_gen: -153.078598, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:58:45,183 - INFO - [Train] step: 3999, loss_adv_disc: 4.061228, lr_disc: 0.000010
+2023-03-24 10:58:45,391 - INFO - [Train] step: 3999, loss_mpn: 0.043861, loss_rec: 0.116476, loss_semantic: 0.858489, loss_idmrf: 3.583074, loss_adv_gen: -189.971939, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 10:59:38,667 - INFO - [Eval] step: 3999, bce: 0.083231, psnr: 23.922831, ssim: 0.821584, lpips: 0.155987
+2023-03-24 11:00:13,347 - INFO - [Train] step: 4099, loss_adv_disc: -2.215685, lr_disc: 0.000010
+2023-03-24 11:00:13,559 - INFO - [Train] step: 4099, loss_mpn: 0.048579, loss_rec: 0.060743, loss_semantic: 0.781509, loss_idmrf: 4.333953, loss_adv_gen: -126.819977, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:00:44,442 - INFO - [Train] step: 4199, loss_adv_disc: 6.741527, lr_disc: 0.000010
+2023-03-24 11:00:44,645 - INFO - [Train] step: 4199, loss_mpn: 0.024212, loss_rec: 0.049914, loss_semantic: 0.549334, loss_idmrf: 4.173951, loss_adv_gen: -127.615112, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:01:15,475 - INFO - [Train] step: 4299, loss_adv_disc: 0.151779, lr_disc: 0.000010
+2023-03-24 11:01:15,676 - INFO - [Train] step: 4299, loss_mpn: 0.042129, loss_rec: 0.096522, loss_semantic: 0.944480, loss_idmrf: 5.157350, loss_adv_gen: -156.821472, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:01:45,918 - INFO - [Train] step: 4399, loss_adv_disc: -4.844508, lr_disc: 0.000010
+2023-03-24 11:01:46,133 - INFO - [Train] step: 4399, loss_mpn: 0.064129, loss_rec: 0.076334, loss_semantic: 0.847059, loss_idmrf: 5.816556, loss_adv_gen: -114.383400, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:02:17,158 - INFO - [Train] step: 4499, loss_adv_disc: 6.118301, lr_disc: 0.000010
+2023-03-24 11:02:17,361 - INFO - [Train] step: 4499, loss_mpn: 0.072662, loss_rec: 0.077999, loss_semantic: 0.804369, loss_idmrf: 3.701254, loss_adv_gen: -143.897995, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:02:48,527 - INFO - [Train] step: 4599, loss_adv_disc: -2.621570, lr_disc: 0.000010
+2023-03-24 11:02:48,729 - INFO - [Train] step: 4599, loss_mpn: 0.061382, loss_rec: 0.057438, loss_semantic: 0.691152, loss_idmrf: 4.037653, loss_adv_gen: -90.019905, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:03:18,841 - INFO - [Train] step: 4699, loss_adv_disc: -7.209573, lr_disc: 0.000010
+2023-03-24 11:03:19,045 - INFO - [Train] step: 4699, loss_mpn: 0.038241, loss_rec: 0.120773, loss_semantic: 1.203957, loss_idmrf: 5.891108, loss_adv_gen: -170.055511, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:03:50,419 - INFO - [Train] step: 4799, loss_adv_disc: 3.499861, lr_disc: 0.000010
+2023-03-24 11:03:50,625 - INFO - [Train] step: 4799, loss_mpn: 0.013358, loss_rec: 0.028461, loss_semantic: 0.412387, loss_idmrf: 1.131711, loss_adv_gen: -143.806503, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:04:21,204 - INFO - [Train] step: 4899, loss_adv_disc: 3.843910, lr_disc: 0.000010
+2023-03-24 11:04:21,409 - INFO - [Train] step: 4899, loss_mpn: 0.073336, loss_rec: 0.085426, loss_semantic: 0.940176, loss_idmrf: 4.185539, loss_adv_gen: -170.450027, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:04:52,725 - INFO - [Train] step: 4999, loss_adv_disc: 2.148820, lr_disc: 0.000010
+2023-03-24 11:04:52,934 - INFO - [Train] step: 4999, loss_mpn: 0.019349, loss_rec: 0.073635, loss_semantic: 0.748508, loss_idmrf: 2.594146, loss_adv_gen: -189.343475, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:05:45,781 - INFO - [Eval] step: 4999, bce: 0.083335, psnr: 23.859293, ssim: 0.821268, lpips: 0.154789
+2023-03-24 11:06:20,302 - INFO - [Train] step: 5099, loss_adv_disc: 0.913654, lr_disc: 0.000010
+2023-03-24 11:06:20,501 - INFO - [Train] step: 5099, loss_mpn: 0.050465, loss_rec: 0.069668, loss_semantic: 0.817105, loss_idmrf: 3.812894, loss_adv_gen: -131.876190, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:06:51,529 - INFO - [Train] step: 5199, loss_adv_disc: 4.002754, lr_disc: 0.000010
+2023-03-24 11:06:51,731 - INFO - [Train] step: 5199, loss_mpn: 0.068892, loss_rec: 0.036583, loss_semantic: 0.490752, loss_idmrf: 2.991045, loss_adv_gen: -103.073914, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:07:22,865 - INFO - [Train] step: 5299, loss_adv_disc: 5.457162, lr_disc: 0.000010
+2023-03-24 11:07:23,070 - INFO - [Train] step: 5299, loss_mpn: 0.029405, loss_rec: 0.059681, loss_semantic: 0.687655, loss_idmrf: 4.057537, loss_adv_gen: -209.147736, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:07:54,001 - INFO - [Train] step: 5399, loss_adv_disc: -2.072913, lr_disc: 0.000010
+2023-03-24 11:07:54,209 - INFO - [Train] step: 5399, loss_mpn: 0.062144, loss_rec: 0.075944, loss_semantic: 0.809356, loss_idmrf: 7.741567, loss_adv_gen: -126.559280, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:08:25,290 - INFO - [Train] step: 5499, loss_adv_disc: -3.329208, lr_disc: 0.000010
+2023-03-24 11:08:25,494 - INFO - [Train] step: 5499, loss_mpn: 0.046238, loss_rec: 0.101218, loss_semantic: 1.073347, loss_idmrf: 4.974218, loss_adv_gen: -144.355591, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:08:55,935 - INFO - [Train] step: 5599, loss_adv_disc: -0.361392, lr_disc: 0.000010
+2023-03-24 11:08:56,138 - INFO - [Train] step: 5599, loss_mpn: 0.020111, loss_rec: 0.042058, loss_semantic: 0.555244, loss_idmrf: 2.878619, loss_adv_gen: -121.731102, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:09:27,030 - INFO - [Train] step: 5699, loss_adv_disc: -5.706630, lr_disc: 0.000010
+2023-03-24 11:09:27,242 - INFO - [Train] step: 5699, loss_mpn: 0.011311, loss_rec: 0.100296, loss_semantic: 0.904628, loss_idmrf: 3.380307, loss_adv_gen: -156.762085, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:09:58,318 - INFO - [Train] step: 5799, loss_adv_disc: -3.186164, lr_disc: 0.000010
+2023-03-24 11:09:58,518 - INFO - [Train] step: 5799, loss_mpn: 0.022941, loss_rec: 0.086396, loss_semantic: 0.842800, loss_idmrf: 4.248235, loss_adv_gen: -139.349731, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:10:29,319 - INFO - [Train] step: 5899, loss_adv_disc: 4.971401, lr_disc: 0.000010
+2023-03-24 11:10:29,519 - INFO - [Train] step: 5899, loss_mpn: 0.015165, loss_rec: 0.033411, loss_semantic: 0.503644, loss_idmrf: 1.494049, loss_adv_gen: -162.194916, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:10:59,724 - INFO - [Train] step: 5999, loss_adv_disc: -3.808737, lr_disc: 0.000010
+2023-03-24 11:10:59,926 - INFO - [Train] step: 5999, loss_mpn: 0.039430, loss_rec: 0.073031, loss_semantic: 0.848081, loss_idmrf: 7.201365, loss_adv_gen: -115.675880, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:11:52,829 - INFO - [Eval] step: 5999, bce: 0.082415, psnr: 23.929787, ssim: 0.821616, lpips: 0.153615
+2023-03-24 11:12:27,452 - INFO - [Train] step: 6099, loss_adv_disc: -0.114788, lr_disc: 0.000010
+2023-03-24 11:12:27,657 - INFO - [Train] step: 6099, loss_mpn: 0.049528, loss_rec: 0.057097, loss_semantic: 0.632666, loss_idmrf: 4.999255, loss_adv_gen: -133.370575, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:12:58,893 - INFO - [Train] step: 6199, loss_adv_disc: -1.039053, lr_disc: 0.000010
+2023-03-24 11:12:59,096 - INFO - [Train] step: 6199, loss_mpn: 0.023796, loss_rec: 0.072352, loss_semantic: 0.780153, loss_idmrf: 3.518322, loss_adv_gen: -175.356995, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:13:29,810 - INFO - [Train] step: 6299, loss_adv_disc: -5.430494, lr_disc: 0.000010
+2023-03-24 11:13:30,018 - INFO - [Train] step: 6299, loss_mpn: 0.031529, loss_rec: 0.128074, loss_semantic: 0.946612, loss_idmrf: 4.061061, loss_adv_gen: -168.031860, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:14:01,125 - INFO - [Train] step: 6399, loss_adv_disc: -10.870551, lr_disc: 0.000010
+2023-03-24 11:14:01,333 - INFO - [Train] step: 6399, loss_mpn: 0.024591, loss_rec: 0.132735, loss_semantic: 1.313157, loss_idmrf: 7.482492, loss_adv_gen: -159.821823, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:14:32,364 - INFO - [Train] step: 6499, loss_adv_disc: 0.156656, lr_disc: 0.000010
+2023-03-24 11:14:32,571 - INFO - [Train] step: 6499, loss_mpn: 0.020835, loss_rec: 0.038786, loss_semantic: 0.572760, loss_idmrf: 3.383698, loss_adv_gen: -86.625443, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:15:02,709 - INFO - [Train] step: 6599, loss_adv_disc: -2.932785, lr_disc: 0.000010
+2023-03-24 11:15:02,915 - INFO - [Train] step: 6599, loss_mpn: 0.023969, loss_rec: 0.049546, loss_semantic: 0.589862, loss_idmrf: 3.526099, loss_adv_gen: -122.735611, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:15:35,036 - INFO - [Train] step: 6699, loss_adv_disc: 1.377313, lr_disc: 0.000010
+2023-03-24 11:15:35,224 - INFO - [Train] step: 6699, loss_mpn: 0.033560, loss_rec: 0.053464, loss_semantic: 0.595197, loss_idmrf: 2.647374, loss_adv_gen: -154.558380, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:16:05,968 - INFO - [Train] step: 6799, loss_adv_disc: -3.187424, lr_disc: 0.000010
+2023-03-24 11:16:06,173 - INFO - [Train] step: 6799, loss_mpn: 0.041524, loss_rec: 0.091496, loss_semantic: 0.928219, loss_idmrf: 5.172202, loss_adv_gen: -141.029236, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:16:36,575 - INFO - [Train] step: 6899, loss_adv_disc: 3.300892, lr_disc: 0.000010
+2023-03-24 11:16:36,775 - INFO - [Train] step: 6899, loss_mpn: 0.038025, loss_rec: 0.072382, loss_semantic: 0.841507, loss_idmrf: 4.646505, loss_adv_gen: -131.864273, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:17:07,577 - INFO - [Train] step: 6999, loss_adv_disc: 7.302484, lr_disc: 0.000010
+2023-03-24 11:17:07,784 - INFO - [Train] step: 6999, loss_mpn: 0.018667, loss_rec: 0.086805, loss_semantic: 0.885796, loss_idmrf: 3.336916, loss_adv_gen: -142.908325, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:18:00,773 - INFO - [Eval] step: 6999, bce: 0.084457, psnr: 24.066620, ssim: 0.824130, lpips: 0.154014
+2023-03-24 11:18:34,614 - INFO - [Train] step: 7099, loss_adv_disc: -1.335425, lr_disc: 0.000010
+2023-03-24 11:18:34,819 - INFO - [Train] step: 7099, loss_mpn: 0.045688, loss_rec: 0.059066, loss_semantic: 0.761217, loss_idmrf: 3.370791, loss_adv_gen: -113.649841, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:19:06,746 - INFO - [Train] step: 7199, loss_adv_disc: 0.199379, lr_disc: 0.000010
+2023-03-24 11:19:06,963 - INFO - [Train] step: 7199, loss_mpn: 0.216658, loss_rec: 0.171026, loss_semantic: 0.949548, loss_idmrf: 5.505328, loss_adv_gen: -157.429199, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:19:37,862 - INFO - [Train] step: 7299, loss_adv_disc: 3.449822, lr_disc: 0.000010
+2023-03-24 11:19:38,068 - INFO - [Train] step: 7299, loss_mpn: 0.021679, loss_rec: 0.038625, loss_semantic: 0.529386, loss_idmrf: 2.179113, loss_adv_gen: -157.261276, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:20:09,454 - INFO - [Train] step: 7399, loss_adv_disc: -0.138370, lr_disc: 0.000010
+2023-03-24 11:20:09,660 - INFO - [Train] step: 7399, loss_mpn: 0.037145, loss_rec: 0.074591, loss_semantic: 0.808871, loss_idmrf: 5.223598, loss_adv_gen: -128.699371, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:20:40,030 - INFO - [Train] step: 7499, loss_adv_disc: 1.206744, lr_disc: 0.000010
+2023-03-24 11:20:40,233 - INFO - [Train] step: 7499, loss_mpn: 0.050398, loss_rec: 0.036764, loss_semantic: 0.526294, loss_idmrf: 3.392605, loss_adv_gen: -125.233635, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:21:11,401 - INFO - [Train] step: 7599, loss_adv_disc: 2.478012, lr_disc: 0.000010
+2023-03-24 11:21:11,609 - INFO - [Train] step: 7599, loss_mpn: 0.021488, loss_rec: 0.049527, loss_semantic: 0.606056, loss_idmrf: 3.301282, loss_adv_gen: -114.862206, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:21:42,663 - INFO - [Train] step: 7699, loss_adv_disc: -12.385727, lr_disc: 0.000010
+2023-03-24 11:21:42,864 - INFO - [Train] step: 7699, loss_mpn: 0.035259, loss_rec: 0.134120, loss_semantic: 1.005841, loss_idmrf: 6.741936, loss_adv_gen: -111.480331, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:22:13,730 - INFO - [Train] step: 7799, loss_adv_disc: -7.772660, lr_disc: 0.000010
+2023-03-24 11:22:13,934 - INFO - [Train] step: 7799, loss_mpn: 0.032619, loss_rec: 0.080127, loss_semantic: 0.764256, loss_idmrf: 5.970079, loss_adv_gen: -99.109192, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:22:44,801 - INFO - [Train] step: 7899, loss_adv_disc: 1.370826, lr_disc: 0.000010
+2023-03-24 11:22:45,008 - INFO - [Train] step: 7899, loss_mpn: 0.056028, loss_rec: 0.086132, loss_semantic: 0.872153, loss_idmrf: 5.146918, loss_adv_gen: -139.996735, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:23:15,936 - INFO - [Train] step: 7999, loss_adv_disc: 2.344762, lr_disc: 0.000010
+2023-03-24 11:23:16,139 - INFO - [Train] step: 7999, loss_mpn: 0.014398, loss_rec: 0.036389, loss_semantic: 0.495771, loss_idmrf: 0.878092, loss_adv_gen: -147.456757, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:24:09,003 - INFO - [Eval] step: 7999, bce: 0.084404, psnr: 23.876886, ssim: 0.820548, lpips: 0.153995
+2023-03-24 11:24:42,283 - INFO - [Train] step: 8099, loss_adv_disc: -1.385756, lr_disc: 0.000010
+2023-03-24 11:24:42,490 - INFO - [Train] step: 8099, loss_mpn: 0.017672, loss_rec: 0.123208, loss_semantic: 1.236503, loss_idmrf: 5.702460, loss_adv_gen: -111.620529, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:25:14,061 - INFO - [Train] step: 8199, loss_adv_disc: -11.975060, lr_disc: 0.000010
+2023-03-24 11:25:14,266 - INFO - [Train] step: 8199, loss_mpn: 0.071147, loss_rec: 0.128536, loss_semantic: 1.239977, loss_idmrf: 5.024564, loss_adv_gen: -166.785889, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:25:46,095 - INFO - [Train] step: 8299, loss_adv_disc: -5.727274, lr_disc: 0.000010
+2023-03-24 11:25:46,301 - INFO - [Train] step: 8299, loss_mpn: 0.018959, loss_rec: 0.095703, loss_semantic: 0.868765, loss_idmrf: 4.254497, loss_adv_gen: -116.478569, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:26:17,734 - INFO - [Train] step: 8399, loss_adv_disc: -2.156033, lr_disc: 0.000010
+2023-03-24 11:26:17,935 - INFO - [Train] step: 8399, loss_mpn: 0.020243, loss_rec: 0.087441, loss_semantic: 0.864726, loss_idmrf: 4.890141, loss_adv_gen: -77.462624, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:26:48,246 - INFO - [Train] step: 8499, loss_adv_disc: 5.879416, lr_disc: 0.000010
+2023-03-24 11:26:48,450 - INFO - [Train] step: 8499, loss_mpn: 0.009449, loss_rec: 0.032906, loss_semantic: 0.483708, loss_idmrf: 0.940301, loss_adv_gen: -187.011032, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:27:19,249 - INFO - [Train] step: 8599, loss_adv_disc: -3.272910, lr_disc: 0.000010
+2023-03-24 11:27:19,451 - INFO - [Train] step: 8599, loss_mpn: 0.021441, loss_rec: 0.063526, loss_semantic: 0.616654, loss_idmrf: 3.191254, loss_adv_gen: -141.673126, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:27:50,050 - INFO - [Train] step: 8699, loss_adv_disc: 0.393102, lr_disc: 0.000010
+2023-03-24 11:27:50,251 - INFO - [Train] step: 8699, loss_mpn: 0.026547, loss_rec: 0.037030, loss_semantic: 0.548130, loss_idmrf: 4.780547, loss_adv_gen: -70.364037, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:28:20,810 - INFO - [Train] step: 8799, loss_adv_disc: 4.716210, lr_disc: 0.000010
+2023-03-24 11:28:21,012 - INFO - [Train] step: 8799, loss_mpn: 0.049102, loss_rec: 0.049136, loss_semantic: 0.695072, loss_idmrf: 3.358048, loss_adv_gen: -144.390640, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:28:52,551 - INFO - [Train] step: 8899, loss_adv_disc: -0.257397, lr_disc: 0.000010
+2023-03-24 11:28:52,753 - INFO - [Train] step: 8899, loss_mpn: 0.047368, loss_rec: 0.062386, loss_semantic: 0.706684, loss_idmrf: 3.027638, loss_adv_gen: -139.422485, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:29:24,275 - INFO - [Train] step: 8999, loss_adv_disc: 5.315406, lr_disc: 0.000010
+2023-03-24 11:29:24,488 - INFO - [Train] step: 8999, loss_mpn: 0.042342, loss_rec: 0.056371, loss_semantic: 0.681944, loss_idmrf: 3.250911, loss_adv_gen: -150.323349, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:30:17,504 - INFO - [Eval] step: 8999, bce: 0.084406, psnr: 24.038523, ssim: 0.823177, lpips: 0.152933
+2023-03-24 11:30:50,689 - INFO - [Train] step: 9099, loss_adv_disc: 0.323930, lr_disc: 0.000010
+2023-03-24 11:30:50,893 - INFO - [Train] step: 9099, loss_mpn: 0.034466, loss_rec: 0.100606, loss_semantic: 0.972157, loss_idmrf: 5.806170, loss_adv_gen: -84.676010, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:31:22,452 - INFO - [Train] step: 9199, loss_adv_disc: 3.048026, lr_disc: 0.000010
+2023-03-24 11:31:22,657 - INFO - [Train] step: 9199, loss_mpn: 0.015055, loss_rec: 0.046677, loss_semantic: 0.574987, loss_idmrf: 1.745041, loss_adv_gen: -168.531586, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:31:54,373 - INFO - [Train] step: 9299, loss_adv_disc: -8.766527, lr_disc: 0.000010
+2023-03-24 11:31:54,576 - INFO - [Train] step: 9299, loss_mpn: 0.072553, loss_rec: 0.111194, loss_semantic: 1.046902, loss_idmrf: 3.120732, loss_adv_gen: -161.037460, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:32:25,159 - INFO - [Train] step: 9399, loss_adv_disc: -1.746922, lr_disc: 0.000010
+2023-03-24 11:32:25,365 - INFO - [Train] step: 9399, loss_mpn: 0.028761, loss_rec: 0.071190, loss_semantic: 0.725308, loss_idmrf: 5.677722, loss_adv_gen: -130.199142, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:32:56,124 - INFO - [Train] step: 9499, loss_adv_disc: 2.584219, lr_disc: 0.000010
+2023-03-24 11:32:56,324 - INFO - [Train] step: 9499, loss_mpn: 0.011483, loss_rec: 0.026965, loss_semantic: 0.394384, loss_idmrf: 0.936056, loss_adv_gen: -101.096771, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:33:27,612 - INFO - [Train] step: 9599, loss_adv_disc: -9.649078, lr_disc: 0.000010
+2023-03-24 11:33:27,812 - INFO - [Train] step: 9599, loss_mpn: 0.041007, loss_rec: 0.123378, loss_semantic: 1.108262, loss_idmrf: 7.332604, loss_adv_gen: -154.943192, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:33:58,528 - INFO - [Train] step: 9699, loss_adv_disc: 4.172480, lr_disc: 0.000010
+2023-03-24 11:33:58,734 - INFO - [Train] step: 9699, loss_mpn: 0.027017, loss_rec: 0.036105, loss_semantic: 0.468141, loss_idmrf: 1.384272, loss_adv_gen: -147.812836, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:34:29,833 - INFO - [Train] step: 9799, loss_adv_disc: -4.102688, lr_disc: 0.000010
+2023-03-24 11:34:30,035 - INFO - [Train] step: 9799, loss_mpn: 0.038249, loss_rec: 0.069502, loss_semantic: 0.879212, loss_idmrf: 5.000606, loss_adv_gen: -131.835052, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:35:00,955 - INFO - [Train] step: 9899, loss_adv_disc: -1.211715, lr_disc: 0.000010
+2023-03-24 11:35:01,165 - INFO - [Train] step: 9899, loss_mpn: 0.027946, loss_rec: 0.063453, loss_semantic: 0.705814, loss_idmrf: 7.796797, loss_adv_gen: -87.828529, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:35:32,096 - INFO - [Train] step: 9999, loss_adv_disc: -1.885029, lr_disc: 0.000010
+2023-03-24 11:35:32,300 - INFO - [Train] step: 9999, loss_mpn: 0.016842, loss_rec: 0.035070, loss_semantic: 0.458992, loss_idmrf: 3.596598, loss_adv_gen: -123.863892, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:36:24,660 - INFO - [Eval] step: 9999, bce: 0.082910, psnr: 24.060305, ssim: 0.822042, lpips: 0.153200
+2023-03-24 11:36:58,058 - INFO - [Train] step: 10099, loss_adv_disc: -2.591635, lr_disc: 0.000010
+2023-03-24 11:36:58,254 - INFO - [Train] step: 10099, loss_mpn: 0.023472, loss_rec: 0.063446, loss_semantic: 0.814664, loss_idmrf: 3.170265, loss_adv_gen: -180.245941, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:37:29,129 - INFO - [Train] step: 10199, loss_adv_disc: 8.885742, lr_disc: 0.000010
+2023-03-24 11:37:29,331 - INFO - [Train] step: 10199, loss_mpn: 0.048996, loss_rec: 0.102671, loss_semantic: 1.045461, loss_idmrf: 6.428576, loss_adv_gen: -204.682678, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:38:01,038 - INFO - [Train] step: 10299, loss_adv_disc: 1.931087, lr_disc: 0.000010
+2023-03-24 11:38:01,240 - INFO - [Train] step: 10299, loss_mpn: 0.055313, loss_rec: 0.092655, loss_semantic: 1.046827, loss_idmrf: 3.964775, loss_adv_gen: -185.313705, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:38:32,138 - INFO - [Train] step: 10399, loss_adv_disc: -0.111753, lr_disc: 0.000010
+2023-03-24 11:38:32,340 - INFO - [Train] step: 10399, loss_mpn: 0.051482, loss_rec: 0.042518, loss_semantic: 0.505931, loss_idmrf: 2.511697, loss_adv_gen: -122.915833, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:39:03,051 - INFO - [Train] step: 10499, loss_adv_disc: -3.668801, lr_disc: 0.000010
+2023-03-24 11:39:03,254 - INFO - [Train] step: 10499, loss_mpn: 0.022555, loss_rec: 0.062762, loss_semantic: 0.619236, loss_idmrf: 2.071337, loss_adv_gen: -145.259903, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:39:33,676 - INFO - [Train] step: 10599, loss_adv_disc: 2.194407, lr_disc: 0.000010
+2023-03-24 11:39:33,878 - INFO - [Train] step: 10599, loss_mpn: 0.024909, loss_rec: 0.054355, loss_semantic: 0.691089, loss_idmrf: 2.398187, loss_adv_gen: -166.416107, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:40:04,752 - INFO - [Train] step: 10699, loss_adv_disc: -2.472824, lr_disc: 0.000010
+2023-03-24 11:40:04,953 - INFO - [Train] step: 10699, loss_mpn: 0.046283, loss_rec: 0.063869, loss_semantic: 0.788414, loss_idmrf: 4.694673, loss_adv_gen: -128.342575, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:40:35,748 - INFO - [Train] step: 10799, loss_adv_disc: 0.133519, lr_disc: 0.000010
+2023-03-24 11:40:35,954 - INFO - [Train] step: 10799, loss_mpn: 0.011850, loss_rec: 0.033839, loss_semantic: 0.471516, loss_idmrf: 1.932528, loss_adv_gen: -127.042809, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:41:06,762 - INFO - [Train] step: 10899, loss_adv_disc: -4.019102, lr_disc: 0.000010
+2023-03-24 11:41:06,963 - INFO - [Train] step: 10899, loss_mpn: 0.030345, loss_rec: 0.074149, loss_semantic: 0.889892, loss_idmrf: 5.825510, loss_adv_gen: -128.618561, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:41:38,002 - INFO - [Train] step: 10999, loss_adv_disc: -11.230121, lr_disc: 0.000010
+2023-03-24 11:41:38,207 - INFO - [Train] step: 10999, loss_mpn: 0.027849, loss_rec: 0.106576, loss_semantic: 1.151345, loss_idmrf: 5.946841, loss_adv_gen: -137.210205, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:42:31,494 - INFO - [Eval] step: 10999, bce: 0.084245, psnr: 24.024691, ssim: 0.824392, lpips: 0.151782
+2023-03-24 11:43:05,331 - INFO - [Train] step: 11099, loss_adv_disc: -0.026744, lr_disc: 0.000010
+2023-03-24 11:43:05,534 - INFO - [Train] step: 11099, loss_mpn: 0.042921, loss_rec: 0.043534, loss_semantic: 0.603819, loss_idmrf: 8.330415, loss_adv_gen: -101.383240, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:43:36,150 - INFO - [Train] step: 11199, loss_adv_disc: 3.659381, lr_disc: 0.000010
+2023-03-24 11:43:36,350 - INFO - [Train] step: 11199, loss_mpn: 0.022134, loss_rec: 0.029778, loss_semantic: 0.413039, loss_idmrf: 1.153643, loss_adv_gen: -130.446808, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:44:07,737 - INFO - [Train] step: 11299, loss_adv_disc: -1.285464, lr_disc: 0.000010
+2023-03-24 11:44:07,942 - INFO - [Train] step: 11299, loss_mpn: 0.042471, loss_rec: 0.099552, loss_semantic: 1.031744, loss_idmrf: 3.683493, loss_adv_gen: -176.045303, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:44:39,027 - INFO - [Train] step: 11399, loss_adv_disc: -2.768061, lr_disc: 0.000010
+2023-03-24 11:44:39,233 - INFO - [Train] step: 11399, loss_mpn: 0.029280, loss_rec: 0.117143, loss_semantic: 1.068466, loss_idmrf: 4.198874, loss_adv_gen: -193.995972, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:45:09,729 - INFO - [Train] step: 11499, loss_adv_disc: -2.684894, lr_disc: 0.000010
+2023-03-24 11:45:09,931 - INFO - [Train] step: 11499, loss_mpn: 0.028081, loss_rec: 0.042138, loss_semantic: 0.619055, loss_idmrf: 2.892871, loss_adv_gen: -133.515137, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:45:40,755 - INFO - [Train] step: 11599, loss_adv_disc: -0.474447, lr_disc: 0.000010
+2023-03-24 11:45:40,966 - INFO - [Train] step: 11599, loss_mpn: 0.016631, loss_rec: 0.061714, loss_semantic: 0.720824, loss_idmrf: 2.721096, loss_adv_gen: -173.537460, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:46:11,968 - INFO - [Train] step: 11699, loss_adv_disc: 0.370357, lr_disc: 0.000010
+2023-03-24 11:46:12,180 - INFO - [Train] step: 11699, loss_mpn: 0.031372, loss_rec: 0.046828, loss_semantic: 0.732423, loss_idmrf: 3.639523, loss_adv_gen: -102.851707, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:46:42,866 - INFO - [Train] step: 11799, loss_adv_disc: -6.647112, lr_disc: 0.000010
+2023-03-24 11:46:43,066 - INFO - [Train] step: 11799, loss_mpn: 0.029763, loss_rec: 0.075553, loss_semantic: 0.815912, loss_idmrf: 5.288476, loss_adv_gen: -108.588989, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:47:14,833 - INFO - [Train] step: 11899, loss_adv_disc: 3.514158, lr_disc: 0.000010
+2023-03-24 11:47:15,051 - INFO - [Train] step: 11899, loss_mpn: 0.010317, loss_rec: 0.029476, loss_semantic: 0.463734, loss_idmrf: 1.112026, loss_adv_gen: -160.102631, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:47:46,188 - INFO - [Train] step: 11999, loss_adv_disc: 1.355235, lr_disc: 0.000010
+2023-03-24 11:47:46,390 - INFO - [Train] step: 11999, loss_mpn: 0.036214, loss_rec: 0.074646, loss_semantic: 0.881543, loss_idmrf: 4.197882, loss_adv_gen: -188.275772, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:48:39,740 - INFO - [Eval] step: 11999, bce: 0.082199, psnr: 23.912485, ssim: 0.820810, lpips: 0.153490
+2023-03-24 11:49:13,375 - INFO - [Train] step: 12099, loss_adv_disc: 3.043838, lr_disc: 0.000010
+2023-03-24 11:49:13,582 - INFO - [Train] step: 12099, loss_mpn: 0.029066, loss_rec: 0.076665, loss_semantic: 0.759188, loss_idmrf: 2.173629, loss_adv_gen: -171.731598, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:49:44,935 - INFO - [Train] step: 12199, loss_adv_disc: 1.742045, lr_disc: 0.000010
+2023-03-24 11:49:45,149 - INFO - [Train] step: 12199, loss_mpn: 0.018557, loss_rec: 0.037508, loss_semantic: 0.593981, loss_idmrf: 2.302340, loss_adv_gen: -134.880386, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:50:17,553 - INFO - [Train] step: 12299, loss_adv_disc: -13.149429, lr_disc: 0.000010
+2023-03-24 11:50:17,761 - INFO - [Train] step: 12299, loss_mpn: 0.039509, loss_rec: 0.143771, loss_semantic: 1.146315, loss_idmrf: 7.805771, loss_adv_gen: -138.056427, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:50:49,347 - INFO - [Train] step: 12399, loss_adv_disc: -0.441017, lr_disc: 0.000010
+2023-03-24 11:50:49,561 - INFO - [Train] step: 12399, loss_mpn: 0.022718, loss_rec: 0.058807, loss_semantic: 0.638495, loss_idmrf: 2.280181, loss_adv_gen: -165.055511, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:51:20,603 - INFO - [Train] step: 12499, loss_adv_disc: -5.085546, lr_disc: 0.000010
+2023-03-24 11:51:20,805 - INFO - [Train] step: 12499, loss_mpn: 0.048021, loss_rec: 0.106133, loss_semantic: 0.747763, loss_idmrf: 3.858789, loss_adv_gen: -171.543549, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:51:51,007 - INFO - [Train] step: 12599, loss_adv_disc: 5.526789, lr_disc: 0.000010
+2023-03-24 11:51:51,221 - INFO - [Train] step: 12599, loss_mpn: 0.043909, loss_rec: 0.056280, loss_semantic: 0.693721, loss_idmrf: 3.455512, loss_adv_gen: -151.833344, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:52:21,917 - INFO - [Train] step: 12699, loss_adv_disc: 0.062919, lr_disc: 0.000010
+2023-03-24 11:52:22,128 - INFO - [Train] step: 12699, loss_mpn: 0.036905, loss_rec: 0.069511, loss_semantic: 0.846609, loss_idmrf: 4.330391, loss_adv_gen: -139.391022, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:52:53,044 - INFO - [Train] step: 12799, loss_adv_disc: 3.268573, lr_disc: 0.000010
+2023-03-24 11:52:53,250 - INFO - [Train] step: 12799, loss_mpn: 0.028375, loss_rec: 0.033247, loss_semantic: 0.523468, loss_idmrf: 1.570161, loss_adv_gen: -169.862549, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:53:23,552 - INFO - [Train] step: 12899, loss_adv_disc: 5.882717, lr_disc: 0.000010
+2023-03-24 11:53:23,756 - INFO - [Train] step: 12899, loss_mpn: 0.011555, loss_rec: 0.032659, loss_semantic: 0.448530, loss_idmrf: 0.777183, loss_adv_gen: -211.895966, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:53:54,767 - INFO - [Train] step: 12999, loss_adv_disc: 0.330001, lr_disc: 0.000010
+2023-03-24 11:53:54,970 - INFO - [Train] step: 12999, loss_mpn: 0.025450, loss_rec: 0.096978, loss_semantic: 0.990721, loss_idmrf: 5.359770, loss_adv_gen: -156.869324, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:54:47,498 - INFO - [Eval] step: 12999, bce: 0.085297, psnr: 24.070028, ssim: 0.823187, lpips: 0.152033
+2023-03-24 11:55:21,215 - INFO - [Train] step: 13099, loss_adv_disc: 0.551397, lr_disc: 0.000010
+2023-03-24 11:55:21,419 - INFO - [Train] step: 13099, loss_mpn: 0.014859, loss_rec: 0.017629, loss_semantic: 0.309339, loss_idmrf: 2.049109, loss_adv_gen: -78.654015, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:55:52,991 - INFO - [Train] step: 13199, loss_adv_disc: 4.162848, lr_disc: 0.000010
+2023-03-24 11:55:53,193 - INFO - [Train] step: 13199, loss_mpn: 0.018922, loss_rec: 0.038406, loss_semantic: 0.502563, loss_idmrf: 2.189632, loss_adv_gen: -133.840897, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:56:24,385 - INFO - [Train] step: 13299, loss_adv_disc: 3.577149, lr_disc: 0.000010
+2023-03-24 11:56:24,594 - INFO - [Train] step: 13299, loss_mpn: 0.016015, loss_rec: 0.036963, loss_semantic: 0.466104, loss_idmrf: 2.254708, loss_adv_gen: -142.764771, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:56:56,646 - INFO - [Train] step: 13399, loss_adv_disc: 1.561666, lr_disc: 0.000010
+2023-03-24 11:56:56,853 - INFO - [Train] step: 13399, loss_mpn: 0.010407, loss_rec: 0.021388, loss_semantic: 0.363511, loss_idmrf: 0.837288, loss_adv_gen: -140.343964, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:57:28,166 - INFO - [Train] step: 13499, loss_adv_disc: 6.501409, lr_disc: 0.000010
+2023-03-24 11:57:28,371 - INFO - [Train] step: 13499, loss_mpn: 0.016098, loss_rec: 0.022460, loss_semantic: 0.371731, loss_idmrf: 2.195484, loss_adv_gen: -150.962158, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:57:59,464 - INFO - [Train] step: 13599, loss_adv_disc: 2.561573, lr_disc: 0.000010
+2023-03-24 11:57:59,670 - INFO - [Train] step: 13599, loss_mpn: 0.011287, loss_rec: 0.038246, loss_semantic: 0.493860, loss_idmrf: 4.320957, loss_adv_gen: -125.545471, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:58:30,958 - INFO - [Train] step: 13699, loss_adv_disc: -0.671680, lr_disc: 0.000010
+2023-03-24 11:58:31,163 - INFO - [Train] step: 13699, loss_mpn: 0.033529, loss_rec: 0.073991, loss_semantic: 0.835884, loss_idmrf: 5.645111, loss_adv_gen: -155.861923, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:59:01,780 - INFO - [Train] step: 13799, loss_adv_disc: 5.325379, lr_disc: 0.000010
+2023-03-24 11:59:01,979 - INFO - [Train] step: 13799, loss_mpn: 0.045942, loss_rec: 0.053807, loss_semantic: 0.609673, loss_idmrf: 3.704223, loss_adv_gen: -134.174667, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 11:59:32,839 - INFO - [Train] step: 13899, loss_adv_disc: 4.812061, lr_disc: 0.000010
+2023-03-24 11:59:33,044 - INFO - [Train] step: 13899, loss_mpn: 0.076528, loss_rec: 0.128621, loss_semantic: 1.140895, loss_idmrf: 5.044684, loss_adv_gen: -164.478043, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:00:03,687 - INFO - [Train] step: 13999, loss_adv_disc: 2.426326, lr_disc: 0.000010
+2023-03-24 12:00:03,890 - INFO - [Train] step: 13999, loss_mpn: 0.025502, loss_rec: 0.121532, loss_semantic: 0.970730, loss_idmrf: 4.424468, loss_adv_gen: -149.017914, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:00:57,358 - INFO - [Eval] step: 13999, bce: 0.084154, psnr: 24.017433, ssim: 0.821110, lpips: 0.152200
+2023-03-24 12:01:30,888 - INFO - [Train] step: 14099, loss_adv_disc: 5.425371, lr_disc: 0.000010
+2023-03-24 12:01:31,086 - INFO - [Train] step: 14099, loss_mpn: 0.024041, loss_rec: 0.076478, loss_semantic: 0.763254, loss_idmrf: 3.185343, loss_adv_gen: -178.076035, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:02:01,971 - INFO - [Train] step: 14199, loss_adv_disc: -2.269811, lr_disc: 0.000010
+2023-03-24 12:02:02,176 - INFO - [Train] step: 14199, loss_mpn: 0.031023, loss_rec: 0.092083, loss_semantic: 0.948670, loss_idmrf: 3.615273, loss_adv_gen: -150.400497, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:02:33,545 - INFO - [Train] step: 14299, loss_adv_disc: -1.706488, lr_disc: 0.000010
+2023-03-24 12:02:33,746 - INFO - [Train] step: 14299, loss_mpn: 0.021006, loss_rec: 0.071150, loss_semantic: 0.768223, loss_idmrf: 2.884687, loss_adv_gen: -140.011765, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:03:06,088 - INFO - [Train] step: 14399, loss_adv_disc: 10.146341, lr_disc: 0.000010
+2023-03-24 12:03:06,298 - INFO - [Train] step: 14399, loss_mpn: 0.074504, loss_rec: 0.119406, loss_semantic: 1.110771, loss_idmrf: 5.878177, loss_adv_gen: -152.159073, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:03:37,963 - INFO - [Train] step: 14499, loss_adv_disc: 7.561131, lr_disc: 0.000010
+2023-03-24 12:03:38,172 - INFO - [Train] step: 14499, loss_mpn: 0.040953, loss_rec: 0.108463, loss_semantic: 1.166329, loss_idmrf: 7.075668, loss_adv_gen: -164.633850, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:04:08,698 - INFO - [Train] step: 14599, loss_adv_disc: 2.843902, lr_disc: 0.000010
+2023-03-24 12:04:08,910 - INFO - [Train] step: 14599, loss_mpn: 0.020803, loss_rec: 0.028121, loss_semantic: 0.400435, loss_idmrf: 2.001277, loss_adv_gen: -138.702713, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:04:39,980 - INFO - [Train] step: 14699, loss_adv_disc: 0.699618, lr_disc: 0.000010
+2023-03-24 12:04:40,182 - INFO - [Train] step: 14699, loss_mpn: 0.012031, loss_rec: 0.019634, loss_semantic: 0.340869, loss_idmrf: 2.494033, loss_adv_gen: -84.122345, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:05:11,171 - INFO - [Train] step: 14799, loss_adv_disc: -1.856596, lr_disc: 0.000010
+2023-03-24 12:05:11,380 - INFO - [Train] step: 14799, loss_mpn: 0.024870, loss_rec: 0.059768, loss_semantic: 0.714432, loss_idmrf: 3.961691, loss_adv_gen: -120.496384, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:05:42,341 - INFO - [Train] step: 14899, loss_adv_disc: -4.133349, lr_disc: 0.000010
+2023-03-24 12:05:42,556 - INFO - [Train] step: 14899, loss_mpn: 0.058950, loss_rec: 0.082432, loss_semantic: 0.928040, loss_idmrf: 5.498181, loss_adv_gen: -115.317123, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:06:14,415 - INFO - [Train] step: 14999, loss_adv_disc: -6.789375, lr_disc: 0.000010
+2023-03-24 12:06:14,621 - INFO - [Train] step: 14999, loss_mpn: 0.020346, loss_rec: 0.079470, loss_semantic: 0.866428, loss_idmrf: 5.380473, loss_adv_gen: -134.592346, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:07:07,331 - INFO - [Eval] step: 14999, bce: 0.081941, psnr: 23.982006, ssim: 0.819583, lpips: 0.153232
+2023-03-24 12:07:41,234 - INFO - [Train] step: 15099, loss_adv_disc: 0.732612, lr_disc: 0.000010
+2023-03-24 12:07:41,437 - INFO - [Train] step: 15099, loss_mpn: 0.025480, loss_rec: 0.032356, loss_semantic: 0.450449, loss_idmrf: 1.618195, loss_adv_gen: -146.332870, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:08:12,452 - INFO - [Train] step: 15199, loss_adv_disc: 0.384825, lr_disc: 0.000010
+2023-03-24 12:08:12,656 - INFO - [Train] step: 15199, loss_mpn: 0.013005, loss_rec: 0.050500, loss_semantic: 0.540980, loss_idmrf: 2.749078, loss_adv_gen: -135.243652, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:08:43,571 - INFO - [Train] step: 15299, loss_adv_disc: 0.211286, lr_disc: 0.000010
+2023-03-24 12:08:43,772 - INFO - [Train] step: 15299, loss_mpn: 0.019507, loss_rec: 0.078353, loss_semantic: 0.975152, loss_idmrf: 4.617577, loss_adv_gen: -125.280457, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:09:15,497 - INFO - [Train] step: 15399, loss_adv_disc: 1.234220, lr_disc: 0.000010
+2023-03-24 12:09:15,708 - INFO - [Train] step: 15399, loss_mpn: 0.027808, loss_rec: 0.046045, loss_semantic: 0.646973, loss_idmrf: 2.646004, loss_adv_gen: -158.123535, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:09:48,192 - INFO - [Train] step: 15499, loss_adv_disc: 1.067046, lr_disc: 0.000010
+2023-03-24 12:09:48,404 - INFO - [Train] step: 15499, loss_mpn: 0.016210, loss_rec: 0.022422, loss_semantic: 0.428503, loss_idmrf: 4.204698, loss_adv_gen: -91.900040, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:10:19,786 - INFO - [Train] step: 15599, loss_adv_disc: -1.737607, lr_disc: 0.000010
+2023-03-24 12:10:19,997 - INFO - [Train] step: 15599, loss_mpn: 0.034609, loss_rec: 0.085826, loss_semantic: 1.024260, loss_idmrf: 6.855398, loss_adv_gen: -149.598389, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:10:51,606 - INFO - [Train] step: 15699, loss_adv_disc: 0.921851, lr_disc: 0.000010
+2023-03-24 12:10:51,811 - INFO - [Train] step: 15699, loss_mpn: 0.013805, loss_rec: 0.056845, loss_semantic: 0.621932, loss_idmrf: 2.127796, loss_adv_gen: -184.082565, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:11:23,036 - INFO - [Train] step: 15799, loss_adv_disc: 0.215764, lr_disc: 0.000010
+2023-03-24 12:11:23,252 - INFO - [Train] step: 15799, loss_mpn: 0.029122, loss_rec: 0.087925, loss_semantic: 0.875725, loss_idmrf: 3.519473, loss_adv_gen: -162.040543, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:11:54,092 - INFO - [Train] step: 15899, loss_adv_disc: 1.486472, lr_disc: 0.000010
+2023-03-24 12:11:54,290 - INFO - [Train] step: 15899, loss_mpn: 0.017689, loss_rec: 0.055216, loss_semantic: 0.630453, loss_idmrf: 1.964931, loss_adv_gen: -152.519714, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:12:25,147 - INFO - [Train] step: 15999, loss_adv_disc: -1.744693, lr_disc: 0.000010
+2023-03-24 12:12:25,355 - INFO - [Train] step: 15999, loss_mpn: 0.020495, loss_rec: 0.067434, loss_semantic: 0.685566, loss_idmrf: 4.109841, loss_adv_gen: -142.513885, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:13:19,103 - INFO - [Eval] step: 15999, bce: 0.084550, psnr: 24.058922, ssim: 0.822910, lpips: 0.152107
+2023-03-24 12:13:52,822 - INFO - [Train] step: 16099, loss_adv_disc: -14.010672, lr_disc: 0.000010
+2023-03-24 12:13:53,026 - INFO - [Train] step: 16099, loss_mpn: 0.009949, loss_rec: 0.092727, loss_semantic: 0.860208, loss_idmrf: 3.304387, loss_adv_gen: -121.628891, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:14:24,178 - INFO - [Train] step: 16199, loss_adv_disc: -3.478725, lr_disc: 0.000010
+2023-03-24 12:14:24,397 - INFO - [Train] step: 16199, loss_mpn: 0.029627, loss_rec: 0.103939, loss_semantic: 0.731724, loss_idmrf: 3.184089, loss_adv_gen: -162.866150, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:14:55,874 - INFO - [Train] step: 16299, loss_adv_disc: 1.313699, lr_disc: 0.000010
+2023-03-24 12:14:56,090 - INFO - [Train] step: 16299, loss_mpn: 0.036601, loss_rec: 0.064099, loss_semantic: 0.787082, loss_idmrf: 3.090224, loss_adv_gen: -155.552795, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:15:27,766 - INFO - [Train] step: 16399, loss_adv_disc: 2.694845, lr_disc: 0.000010
+2023-03-24 12:15:27,967 - INFO - [Train] step: 16399, loss_mpn: 0.014789, loss_rec: 0.032318, loss_semantic: 0.643207, loss_idmrf: 3.830128, loss_adv_gen: -77.821198, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:15:59,473 - INFO - [Train] step: 16499, loss_adv_disc: 4.519389, lr_disc: 0.000010
+2023-03-24 12:15:59,681 - INFO - [Train] step: 16499, loss_mpn: 0.037742, loss_rec: 0.063892, loss_semantic: 0.756952, loss_idmrf: 2.471848, loss_adv_gen: -154.162766, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:16:30,915 - INFO - [Train] step: 16599, loss_adv_disc: 6.012019, lr_disc: 0.000010
+2023-03-24 12:16:31,130 - INFO - [Train] step: 16599, loss_mpn: 0.062725, loss_rec: 0.117063, loss_semantic: 1.051249, loss_idmrf: 6.273609, loss_adv_gen: -151.006348, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:17:02,456 - INFO - [Train] step: 16699, loss_adv_disc: 2.496232, lr_disc: 0.000010
+2023-03-24 12:17:02,667 - INFO - [Train] step: 16699, loss_mpn: 0.011966, loss_rec: 0.037774, loss_semantic: 0.517232, loss_idmrf: 1.730974, loss_adv_gen: -158.748428, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:17:33,591 - INFO - [Train] step: 16799, loss_adv_disc: 3.827200, lr_disc: 0.000010
+2023-03-24 12:17:33,795 - INFO - [Train] step: 16799, loss_mpn: 0.033538, loss_rec: 0.063684, loss_semantic: 0.856318, loss_idmrf: 5.475167, loss_adv_gen: -149.987457, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:18:04,164 - INFO - [Train] step: 16899, loss_adv_disc: 9.110636, lr_disc: 0.000010
+2023-03-24 12:18:04,365 - INFO - [Train] step: 16899, loss_mpn: 0.023503, loss_rec: 0.066617, loss_semantic: 0.738618, loss_idmrf: 3.295031, loss_adv_gen: -183.947906, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:18:35,540 - INFO - [Train] step: 16999, loss_adv_disc: 3.246292, lr_disc: 0.000010
+2023-03-24 12:18:35,759 - INFO - [Train] step: 16999, loss_mpn: 0.024278, loss_rec: 0.021723, loss_semantic: 0.371347, loss_idmrf: 1.494789, loss_adv_gen: -117.384224, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:19:28,835 - INFO - [Eval] step: 16999, bce: 0.085273, psnr: 24.104156, ssim: 0.823774, lpips: 0.150951
+2023-03-24 12:20:02,131 - INFO - [Train] step: 17099, loss_adv_disc: 0.307549, lr_disc: 0.000010
+2023-03-24 12:20:02,336 - INFO - [Train] step: 17099, loss_mpn: 0.051053, loss_rec: 0.080056, loss_semantic: 0.933810, loss_idmrf: 4.649609, loss_adv_gen: -178.442459, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:20:33,526 - INFO - [Train] step: 17199, loss_adv_disc: 0.971884, lr_disc: 0.000010
+2023-03-24 12:20:33,732 - INFO - [Train] step: 17199, loss_mpn: 0.021910, loss_rec: 0.039506, loss_semantic: 0.591810, loss_idmrf: 5.359797, loss_adv_gen: -160.992706, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:21:05,724 - INFO - [Train] step: 17299, loss_adv_disc: -0.500046, lr_disc: 0.000010
+2023-03-24 12:21:05,933 - INFO - [Train] step: 17299, loss_mpn: 0.053402, loss_rec: 0.073808, loss_semantic: 0.807693, loss_idmrf: 5.807800, loss_adv_gen: -132.378815, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:21:37,156 - INFO - [Train] step: 17399, loss_adv_disc: 0.807645, lr_disc: 0.000010
+2023-03-24 12:21:37,358 - INFO - [Train] step: 17399, loss_mpn: 0.020247, loss_rec: 0.074346, loss_semantic: 0.837569, loss_idmrf: 3.578167, loss_adv_gen: -177.420319, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:22:08,906 - INFO - [Train] step: 17499, loss_adv_disc: -4.803015, lr_disc: 0.000010
+2023-03-24 12:22:09,117 - INFO - [Train] step: 17499, loss_mpn: 0.034979, loss_rec: 0.130054, loss_semantic: 1.165682, loss_idmrf: 6.872595, loss_adv_gen: -129.580292, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:22:40,557 - INFO - [Train] step: 17599, loss_adv_disc: 0.892435, lr_disc: 0.000010
+2023-03-24 12:22:40,761 - INFO - [Train] step: 17599, loss_mpn: 0.009340, loss_rec: 0.036977, loss_semantic: 0.492937, loss_idmrf: 1.316990, loss_adv_gen: -167.340134, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:23:11,751 - INFO - [Train] step: 17699, loss_adv_disc: -6.527920, lr_disc: 0.000010
+2023-03-24 12:23:11,948 - INFO - [Train] step: 17699, loss_mpn: 0.030717, loss_rec: 0.093645, loss_semantic: 0.961859, loss_idmrf: 5.033316, loss_adv_gen: -117.843628, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:23:42,913 - INFO - [Train] step: 17799, loss_adv_disc: 0.860273, lr_disc: 0.000010
+2023-03-24 12:23:43,124 - INFO - [Train] step: 17799, loss_mpn: 0.028457, loss_rec: 0.050324, loss_semantic: 0.627011, loss_idmrf: 4.686374, loss_adv_gen: -117.417389, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:24:14,337 - INFO - [Train] step: 17899, loss_adv_disc: 0.329574, lr_disc: 0.000010
+2023-03-24 12:24:14,541 - INFO - [Train] step: 17899, loss_mpn: 0.038625, loss_rec: 0.084882, loss_semantic: 0.909936, loss_idmrf: 5.411615, loss_adv_gen: -108.782394, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:24:45,734 - INFO - [Train] step: 17999, loss_adv_disc: 2.000384, lr_disc: 0.000010
+2023-03-24 12:24:45,946 - INFO - [Train] step: 17999, loss_mpn: 0.039962, loss_rec: 0.065868, loss_semantic: 0.829794, loss_idmrf: 4.798812, loss_adv_gen: -145.175491, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:25:38,665 - INFO - [Eval] step: 17999, bce: 0.083366, psnr: 24.148354, ssim: 0.823808, lpips: 0.151550
+2023-03-24 12:26:11,993 - INFO - [Train] step: 18099, loss_adv_disc: -7.205058, lr_disc: 0.000010
+2023-03-24 12:26:12,195 - INFO - [Train] step: 18099, loss_mpn: 0.058208, loss_rec: 0.156180, loss_semantic: 1.418872, loss_idmrf: 6.858418, loss_adv_gen: -174.109756, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:26:43,086 - INFO - [Train] step: 18199, loss_adv_disc: 3.457995, lr_disc: 0.000010
+2023-03-24 12:26:43,295 - INFO - [Train] step: 18199, loss_mpn: 0.013734, loss_rec: 0.028620, loss_semantic: 0.433641, loss_idmrf: 1.324983, loss_adv_gen: -144.279968, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:27:14,699 - INFO - [Train] step: 18299, loss_adv_disc: 2.846883, lr_disc: 0.000010
+2023-03-24 12:27:14,900 - INFO - [Train] step: 18299, loss_mpn: 0.006568, loss_rec: 0.020073, loss_semantic: 0.310298, loss_idmrf: 0.796579, loss_adv_gen: -143.591614, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:27:45,793 - INFO - [Train] step: 18399, loss_adv_disc: -3.024243, lr_disc: 0.000010
+2023-03-24 12:27:45,999 - INFO - [Train] step: 18399, loss_mpn: 0.021874, loss_rec: 0.083921, loss_semantic: 0.711325, loss_idmrf: 4.705194, loss_adv_gen: -137.422516, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:28:17,879 - INFO - [Train] step: 18499, loss_adv_disc: -2.439888, lr_disc: 0.000010
+2023-03-24 12:28:18,084 - INFO - [Train] step: 18499, loss_mpn: 0.018247, loss_rec: 0.065430, loss_semantic: 0.712960, loss_idmrf: 3.954523, loss_adv_gen: -166.692993, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:28:50,013 - INFO - [Train] step: 18599, loss_adv_disc: 4.676652, lr_disc: 0.000010
+2023-03-24 12:28:50,220 - INFO - [Train] step: 18599, loss_mpn: 0.022287, loss_rec: 0.076707, loss_semantic: 0.759284, loss_idmrf: 3.781934, loss_adv_gen: -186.498489, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:29:21,008 - INFO - [Train] step: 18699, loss_adv_disc: 3.802280, lr_disc: 0.000010
+2023-03-24 12:29:21,218 - INFO - [Train] step: 18699, loss_mpn: 0.004642, loss_rec: 0.020609, loss_semantic: 0.332516, loss_idmrf: 0.760781, loss_adv_gen: -159.155838, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:29:52,342 - INFO - [Train] step: 18799, loss_adv_disc: 1.626335, lr_disc: 0.000010
+2023-03-24 12:29:52,546 - INFO - [Train] step: 18799, loss_mpn: 0.070074, loss_rec: 0.051112, loss_semantic: 0.718377, loss_idmrf: 3.295721, loss_adv_gen: -148.218750, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:30:24,036 - INFO - [Train] step: 18899, loss_adv_disc: -1.514454, lr_disc: 0.000010
+2023-03-24 12:30:24,238 - INFO - [Train] step: 18899, loss_mpn: 0.023641, loss_rec: 0.047397, loss_semantic: 0.647322, loss_idmrf: 4.467249, loss_adv_gen: -125.952713, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:30:55,510 - INFO - [Train] step: 18999, loss_adv_disc: -11.082126, lr_disc: 0.000010
+2023-03-24 12:30:55,717 - INFO - [Train] step: 18999, loss_mpn: 0.026049, loss_rec: 0.146661, loss_semantic: 1.211946, loss_idmrf: 5.717239, loss_adv_gen: -175.811340, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:31:48,649 - INFO - [Eval] step: 18999, bce: 0.081650, psnr: 24.065437, ssim: 0.822651, lpips: 0.150613
+2023-03-24 12:32:22,159 - INFO - [Train] step: 19099, loss_adv_disc: 1.820851, lr_disc: 0.000010
+2023-03-24 12:32:22,371 - INFO - [Train] step: 19099, loss_mpn: 0.057910, loss_rec: 0.107853, loss_semantic: 1.206675, loss_idmrf: 4.778171, loss_adv_gen: -200.556915, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:32:53,812 - INFO - [Train] step: 19199, loss_adv_disc: -1.977083, lr_disc: 0.000010
+2023-03-24 12:32:54,017 - INFO - [Train] step: 19199, loss_mpn: 0.032138, loss_rec: 0.051946, loss_semantic: 0.678584, loss_idmrf: 7.355022, loss_adv_gen: -96.377594, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:33:25,758 - INFO - [Train] step: 19299, loss_adv_disc: -0.471118, lr_disc: 0.000010
+2023-03-24 12:33:25,962 - INFO - [Train] step: 19299, loss_mpn: 0.029331, loss_rec: 0.089711, loss_semantic: 0.920144, loss_idmrf: 4.607453, loss_adv_gen: -162.625885, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:33:56,511 - INFO - [Train] step: 19399, loss_adv_disc: 4.210823, lr_disc: 0.000010
+2023-03-24 12:33:56,729 - INFO - [Train] step: 19399, loss_mpn: 0.025959, loss_rec: 0.072575, loss_semantic: 0.807417, loss_idmrf: 4.967898, loss_adv_gen: -152.457367, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:34:27,982 - INFO - [Train] step: 19499, loss_adv_disc: -0.762539, lr_disc: 0.000010
+2023-03-24 12:34:28,191 - INFO - [Train] step: 19499, loss_mpn: 0.051286, loss_rec: 0.097001, loss_semantic: 0.943235, loss_idmrf: 3.853676, loss_adv_gen: -181.340363, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:35:00,135 - INFO - [Train] step: 19599, loss_adv_disc: -5.944604, lr_disc: 0.000010
+2023-03-24 12:35:00,343 - INFO - [Train] step: 19599, loss_mpn: 0.023069, loss_rec: 0.085585, loss_semantic: 0.938064, loss_idmrf: 6.128047, loss_adv_gen: -111.362610, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:35:31,286 - INFO - [Train] step: 19699, loss_adv_disc: 1.158502, lr_disc: 0.000010
+2023-03-24 12:35:31,497 - INFO - [Train] step: 19699, loss_mpn: 0.016930, loss_rec: 0.048937, loss_semantic: 0.539796, loss_idmrf: 2.673461, loss_adv_gen: -156.534943, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:36:02,487 - INFO - [Train] step: 19799, loss_adv_disc: 3.699744, lr_disc: 0.000010
+2023-03-24 12:36:02,703 - INFO - [Train] step: 19799, loss_mpn: 0.024257, loss_rec: 0.039712, loss_semantic: 0.537751, loss_idmrf: 1.976190, loss_adv_gen: -143.211761, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:36:33,819 - INFO - [Train] step: 19899, loss_adv_disc: -0.803941, lr_disc: 0.000010
+2023-03-24 12:36:34,024 - INFO - [Train] step: 19899, loss_mpn: 0.036329, loss_rec: 0.079790, loss_semantic: 0.803115, loss_idmrf: 7.688116, loss_adv_gen: -100.501862, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:37:04,836 - INFO - [Train] step: 19999, loss_adv_disc: -7.376781, lr_disc: 0.000010
+2023-03-24 12:37:05,037 - INFO - [Train] step: 19999, loss_mpn: 0.042896, loss_rec: 0.068095, loss_semantic: 0.864942, loss_idmrf: 4.822185, loss_adv_gen: -102.744324, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:37:58,418 - INFO - [Eval] step: 19999, bce: 0.085129, psnr: 24.021540, ssim: 0.821216, lpips: 0.151471
+2023-03-24 12:38:32,087 - INFO - [Train] step: 20099, loss_adv_disc: -2.024775, lr_disc: 0.000010
+2023-03-24 12:38:32,296 - INFO - [Train] step: 20099, loss_mpn: 0.054674, loss_rec: 0.071247, loss_semantic: 0.904653, loss_idmrf: 6.980658, loss_adv_gen: -124.311691, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:39:03,658 - INFO - [Train] step: 20199, loss_adv_disc: 4.095891, lr_disc: 0.000010
+2023-03-24 12:39:03,858 - INFO - [Train] step: 20199, loss_mpn: 0.097550, loss_rec: 0.121426, loss_semantic: 1.016421, loss_idmrf: 5.082472, loss_adv_gen: -123.853378, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:39:35,123 - INFO - [Train] step: 20299, loss_adv_disc: -1.908589, lr_disc: 0.000010
+2023-03-24 12:39:35,331 - INFO - [Train] step: 20299, loss_mpn: 0.047794, loss_rec: 0.099929, loss_semantic: 1.049311, loss_idmrf: 5.034746, loss_adv_gen: -153.248688, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:40:06,236 - INFO - [Train] step: 20399, loss_adv_disc: 3.420076, lr_disc: 0.000010
+2023-03-24 12:40:06,437 - INFO - [Train] step: 20399, loss_mpn: 0.065274, loss_rec: 0.097487, loss_semantic: 1.079929, loss_idmrf: 5.596638, loss_adv_gen: -189.772278, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:40:38,259 - INFO - [Train] step: 20499, loss_adv_disc: 2.386529, lr_disc: 0.000010
+2023-03-24 12:40:38,465 - INFO - [Train] step: 20499, loss_mpn: 0.019524, loss_rec: 0.020524, loss_semantic: 0.399644, loss_idmrf: 2.153434, loss_adv_gen: -110.778229, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:41:10,319 - INFO - [Train] step: 20599, loss_adv_disc: -3.263113, lr_disc: 0.000010
+2023-03-24 12:41:10,530 - INFO - [Train] step: 20599, loss_mpn: 0.029416, loss_rec: 0.127861, loss_semantic: 1.114892, loss_idmrf: 7.493402, loss_adv_gen: -124.444809, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:41:41,735 - INFO - [Train] step: 20699, loss_adv_disc: 0.179267, lr_disc: 0.000010
+2023-03-24 12:41:41,939 - INFO - [Train] step: 20699, loss_mpn: 0.021611, loss_rec: 0.030046, loss_semantic: 0.453875, loss_idmrf: 2.870838, loss_adv_gen: -102.795906, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:42:12,668 - INFO - [Train] step: 20799, loss_adv_disc: -3.998688, lr_disc: 0.000010
+2023-03-24 12:42:12,883 - INFO - [Train] step: 20799, loss_mpn: 0.036204, loss_rec: 0.073585, loss_semantic: 0.694356, loss_idmrf: 3.852845, loss_adv_gen: -159.801849, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:42:43,978 - INFO - [Train] step: 20899, loss_adv_disc: 4.118338, lr_disc: 0.000010
+2023-03-24 12:42:44,184 - INFO - [Train] step: 20899, loss_mpn: 0.047485, loss_rec: 0.061298, loss_semantic: 0.720185, loss_idmrf: 4.161701, loss_adv_gen: -142.049240, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:43:15,096 - INFO - [Train] step: 20999, loss_adv_disc: 1.446785, lr_disc: 0.000010
+2023-03-24 12:43:15,299 - INFO - [Train] step: 20999, loss_mpn: 0.025072, loss_rec: 0.045223, loss_semantic: 0.665520, loss_idmrf: 2.491027, loss_adv_gen: -165.670593, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:44:08,440 - INFO - [Eval] step: 20999, bce: 0.083748, psnr: 24.205750, ssim: 0.824345, lpips: 0.150746
+2023-03-24 12:44:42,118 - INFO - [Train] step: 21099, loss_adv_disc: 5.200829, lr_disc: 0.000010
+2023-03-24 12:44:42,324 - INFO - [Train] step: 21099, loss_mpn: 0.048274, loss_rec: 0.056631, loss_semantic: 0.739503, loss_idmrf: 2.367701, loss_adv_gen: -178.290771, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:45:13,868 - INFO - [Train] step: 21199, loss_adv_disc: -5.261517, lr_disc: 0.000010
+2023-03-24 12:45:14,075 - INFO - [Train] step: 21199, loss_mpn: 0.021724, loss_rec: 0.061359, loss_semantic: 0.797649, loss_idmrf: 3.882500, loss_adv_gen: -171.308075, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:45:44,995 - INFO - [Train] step: 21299, loss_adv_disc: 2.140512, lr_disc: 0.000010
+2023-03-24 12:45:45,197 - INFO - [Train] step: 21299, loss_mpn: 0.032024, loss_rec: 0.044447, loss_semantic: 0.601330, loss_idmrf: 2.556048, loss_adv_gen: -147.664703, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:46:16,317 - INFO - [Train] step: 21399, loss_adv_disc: 3.833151, lr_disc: 0.000010
+2023-03-24 12:46:16,523 - INFO - [Train] step: 21399, loss_mpn: 0.021861, loss_rec: 0.027179, loss_semantic: 0.382008, loss_idmrf: 1.446321, loss_adv_gen: -149.270645, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:46:47,921 - INFO - [Train] step: 21499, loss_adv_disc: -2.284899, lr_disc: 0.000010
+2023-03-24 12:46:48,128 - INFO - [Train] step: 21499, loss_mpn: 0.048115, loss_rec: 0.090984, loss_semantic: 0.929382, loss_idmrf: 4.648033, loss_adv_gen: -181.053192, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:47:19,476 - INFO - [Train] step: 21599, loss_adv_disc: -2.051999, lr_disc: 0.000010
+2023-03-24 12:47:19,678 - INFO - [Train] step: 21599, loss_mpn: 0.039835, loss_rec: 0.098091, loss_semantic: 0.971941, loss_idmrf: 7.039625, loss_adv_gen: -141.460907, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:47:51,285 - INFO - [Train] step: 21699, loss_adv_disc: -9.919707, lr_disc: 0.000010
+2023-03-24 12:47:51,490 - INFO - [Train] step: 21699, loss_mpn: 0.126605, loss_rec: 0.117066, loss_semantic: 0.907802, loss_idmrf: 5.675894, loss_adv_gen: -144.931946, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:48:22,748 - INFO - [Train] step: 21799, loss_adv_disc: -4.683290, lr_disc: 0.000010
+2023-03-24 12:48:22,949 - INFO - [Train] step: 21799, loss_mpn: 0.039944, loss_rec: 0.124729, loss_semantic: 1.244146, loss_idmrf: 7.254695, loss_adv_gen: -149.556213, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:48:53,568 - INFO - [Train] step: 21899, loss_adv_disc: 2.718954, lr_disc: 0.000010
+2023-03-24 12:48:53,769 - INFO - [Train] step: 21899, loss_mpn: 0.043709, loss_rec: 0.064698, loss_semantic: 0.715075, loss_idmrf: 4.495054, loss_adv_gen: -137.615982, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:49:25,097 - INFO - [Train] step: 21999, loss_adv_disc: -8.370136, lr_disc: 0.000010
+2023-03-24 12:49:25,301 - INFO - [Train] step: 21999, loss_mpn: 0.075590, loss_rec: 0.161636, loss_semantic: 1.351492, loss_idmrf: 6.235244, loss_adv_gen: -133.259003, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:50:18,060 - INFO - [Eval] step: 21999, bce: 0.083580, psnr: 24.209112, ssim: 0.825254, lpips: 0.151300
+2023-03-24 12:50:51,742 - INFO - [Train] step: 22099, loss_adv_disc: 1.413251, lr_disc: 0.000010
+2023-03-24 12:50:51,948 - INFO - [Train] step: 22099, loss_mpn: 0.025865, loss_rec: 0.096429, loss_semantic: 0.716152, loss_idmrf: 5.012503, loss_adv_gen: -131.174561, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:51:22,799 - INFO - [Train] step: 22199, loss_adv_disc: -1.342079, lr_disc: 0.000010
+2023-03-24 12:51:23,000 - INFO - [Train] step: 22199, loss_mpn: 0.023222, loss_rec: 0.067366, loss_semantic: 0.715486, loss_idmrf: 6.627248, loss_adv_gen: -95.756546, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:51:54,191 - INFO - [Train] step: 22299, loss_adv_disc: -10.583357, lr_disc: 0.000010
+2023-03-24 12:51:54,392 - INFO - [Train] step: 22299, loss_mpn: 0.045419, loss_rec: 0.105243, loss_semantic: 1.041516, loss_idmrf: 6.172973, loss_adv_gen: -175.564514, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:52:26,139 - INFO - [Train] step: 22399, loss_adv_disc: 5.280090, lr_disc: 0.000010
+2023-03-24 12:52:26,339 - INFO - [Train] step: 22399, loss_mpn: 0.080766, loss_rec: 0.051561, loss_semantic: 0.653169, loss_idmrf: 2.100292, loss_adv_gen: -188.005249, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:52:57,049 - INFO - [Train] step: 22499, loss_adv_disc: -2.218033, lr_disc: 0.000010
+2023-03-24 12:52:57,244 - INFO - [Train] step: 22499, loss_mpn: 0.018394, loss_rec: 0.061898, loss_semantic: 0.603661, loss_idmrf: 7.129078, loss_adv_gen: -85.622498, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:53:28,810 - INFO - [Train] step: 22599, loss_adv_disc: -0.165223, lr_disc: 0.000010
+2023-03-24 12:53:29,018 - INFO - [Train] step: 22599, loss_mpn: 0.046414, loss_rec: 0.062188, loss_semantic: 0.704570, loss_idmrf: 1.871927, loss_adv_gen: -178.234406, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:54:01,407 - INFO - [Train] step: 22699, loss_adv_disc: -0.469394, lr_disc: 0.000010
+2023-03-24 12:54:01,612 - INFO - [Train] step: 22699, loss_mpn: 0.033658, loss_rec: 0.033314, loss_semantic: 0.480380, loss_idmrf: 3.221014, loss_adv_gen: -110.093063, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:54:32,474 - INFO - [Train] step: 22799, loss_adv_disc: -1.099532, lr_disc: 0.000010
+2023-03-24 12:54:32,675 - INFO - [Train] step: 22799, loss_mpn: 0.026396, loss_rec: 0.064018, loss_semantic: 0.661100, loss_idmrf: 4.240205, loss_adv_gen: -125.566986, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:55:03,568 - INFO - [Train] step: 22899, loss_adv_disc: 0.975739, lr_disc: 0.000010
+2023-03-24 12:55:03,780 - INFO - [Train] step: 22899, loss_mpn: 0.026832, loss_rec: 0.045107, loss_semantic: 0.542571, loss_idmrf: 2.819422, loss_adv_gen: -157.953430, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:55:34,994 - INFO - [Train] step: 22999, loss_adv_disc: -14.115856, lr_disc: 0.000010
+2023-03-24 12:55:35,198 - INFO - [Train] step: 22999, loss_mpn: 0.032392, loss_rec: 0.154916, loss_semantic: 1.180004, loss_idmrf: 6.693669, loss_adv_gen: -176.339859, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:56:27,664 - INFO - [Eval] step: 22999, bce: 0.088695, psnr: 23.959291, ssim: 0.822710, lpips: 0.151484
+2023-03-24 12:57:00,952 - INFO - [Train] step: 23099, loss_adv_disc: 4.339042, lr_disc: 0.000010
+2023-03-24 12:57:01,157 - INFO - [Train] step: 23099, loss_mpn: 0.106836, loss_rec: 0.083785, loss_semantic: 0.949719, loss_idmrf: 4.666082, loss_adv_gen: -174.453491, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:57:31,661 - INFO - [Train] step: 23199, loss_adv_disc: -0.297219, lr_disc: 0.000010
+2023-03-24 12:57:31,873 - INFO - [Train] step: 23199, loss_mpn: 0.022542, loss_rec: 0.050867, loss_semantic: 0.662365, loss_idmrf: 2.711067, loss_adv_gen: -128.823944, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:58:03,223 - INFO - [Train] step: 23299, loss_adv_disc: -1.126477, lr_disc: 0.000010
+2023-03-24 12:58:03,429 - INFO - [Train] step: 23299, loss_mpn: 0.014265, loss_rec: 0.081663, loss_semantic: 0.730101, loss_idmrf: 3.559437, loss_adv_gen: -188.531677, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:58:34,783 - INFO - [Train] step: 23399, loss_adv_disc: -0.351772, lr_disc: 0.000010
+2023-03-24 12:58:34,985 - INFO - [Train] step: 23399, loss_mpn: 0.082162, loss_rec: 0.037771, loss_semantic: 0.578000, loss_idmrf: 5.231367, loss_adv_gen: -138.661774, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:59:05,797 - INFO - [Train] step: 23499, loss_adv_disc: 5.649015, lr_disc: 0.000010
+2023-03-24 12:59:06,001 - INFO - [Train] step: 23499, loss_mpn: 0.022881, loss_rec: 0.076284, loss_semantic: 0.810888, loss_idmrf: 4.780993, loss_adv_gen: -183.210358, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 12:59:36,655 - INFO - [Train] step: 23599, loss_adv_disc: -7.274728, lr_disc: 0.000010
+2023-03-24 12:59:36,858 - INFO - [Train] step: 23599, loss_mpn: 0.020216, loss_rec: 0.060091, loss_semantic: 0.605670, loss_idmrf: 4.409645, loss_adv_gen: -81.104111, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:00:09,445 - INFO - [Train] step: 23699, loss_adv_disc: 1.867441, lr_disc: 0.000010
+2023-03-24 13:00:09,648 - INFO - [Train] step: 23699, loss_mpn: 0.024522, loss_rec: 0.035400, loss_semantic: 0.476132, loss_idmrf: 1.405214, loss_adv_gen: -163.748291, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:00:40,487 - INFO - [Train] step: 23799, loss_adv_disc: -1.807709, lr_disc: 0.000010
+2023-03-24 13:00:40,685 - INFO - [Train] step: 23799, loss_mpn: 0.021834, loss_rec: 0.062764, loss_semantic: 0.817339, loss_idmrf: 5.344373, loss_adv_gen: -130.413361, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:01:11,084 - INFO - [Train] step: 23899, loss_adv_disc: 1.599946, lr_disc: 0.000010
+2023-03-24 13:01:11,294 - INFO - [Train] step: 23899, loss_mpn: 0.009995, loss_rec: 0.027041, loss_semantic: 0.387587, loss_idmrf: 1.566495, loss_adv_gen: -146.017746, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:01:42,721 - INFO - [Train] step: 23999, loss_adv_disc: 0.106693, lr_disc: 0.000010
+2023-03-24 13:01:42,922 - INFO - [Train] step: 23999, loss_mpn: 0.050614, loss_rec: 0.082612, loss_semantic: 0.891672, loss_idmrf: 5.235049, loss_adv_gen: -124.307281, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:02:35,594 - INFO - [Eval] step: 23999, bce: 0.085063, psnr: 23.966873, ssim: 0.820133, lpips: 0.152717
+2023-03-24 13:03:09,366 - INFO - [Train] step: 24099, loss_adv_disc: 6.111081, lr_disc: 0.000010
+2023-03-24 13:03:09,569 - INFO - [Train] step: 24099, loss_mpn: 0.030412, loss_rec: 0.061656, loss_semantic: 0.684829, loss_idmrf: 2.229492, loss_adv_gen: -188.881897, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:03:40,242 - INFO - [Train] step: 24199, loss_adv_disc: 0.308750, lr_disc: 0.000010
+2023-03-24 13:03:40,450 - INFO - [Train] step: 24199, loss_mpn: 0.021647, loss_rec: 0.025062, loss_semantic: 0.366471, loss_idmrf: 2.663825, loss_adv_gen: -125.706131, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:04:11,855 - INFO - [Train] step: 24299, loss_adv_disc: -3.239797, lr_disc: 0.000010
+2023-03-24 13:04:12,077 - INFO - [Train] step: 24299, loss_mpn: 0.039683, loss_rec: 0.044272, loss_semantic: 0.655724, loss_idmrf: 4.012043, loss_adv_gen: -138.516022, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:04:43,097 - INFO - [Train] step: 24399, loss_adv_disc: -2.999872, lr_disc: 0.000010
+2023-03-24 13:04:43,302 - INFO - [Train] step: 24399, loss_mpn: 0.015285, loss_rec: 0.147343, loss_semantic: 1.139678, loss_idmrf: 6.306794, loss_adv_gen: -143.361786, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:05:14,012 - INFO - [Train] step: 24499, loss_adv_disc: 2.936535, lr_disc: 0.000010
+2023-03-24 13:05:14,213 - INFO - [Train] step: 24499, loss_mpn: 0.012454, loss_rec: 0.040381, loss_semantic: 0.480235, loss_idmrf: 2.278995, loss_adv_gen: -152.313370, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:05:45,352 - INFO - [Train] step: 24599, loss_adv_disc: 1.327232, lr_disc: 0.000010
+2023-03-24 13:05:45,554 - INFO - [Train] step: 24599, loss_mpn: 0.006916, loss_rec: 0.036486, loss_semantic: 0.431091, loss_idmrf: 1.380366, loss_adv_gen: -128.943588, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:06:17,101 - INFO - [Train] step: 24699, loss_adv_disc: -4.353085, lr_disc: 0.000010
+2023-03-24 13:06:17,304 - INFO - [Train] step: 24699, loss_mpn: 0.041011, loss_rec: 0.109078, loss_semantic: 0.964600, loss_idmrf: 4.001671, loss_adv_gen: -205.622681, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:06:48,517 - INFO - [Train] step: 24799, loss_adv_disc: -0.832887, lr_disc: 0.000010
+2023-03-24 13:06:48,727 - INFO - [Train] step: 24799, loss_mpn: 0.043745, loss_rec: 0.069791, loss_semantic: 0.880478, loss_idmrf: 4.403389, loss_adv_gen: -159.803040, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:07:19,643 - INFO - [Train] step: 24899, loss_adv_disc: 1.857501, lr_disc: 0.000010
+2023-03-24 13:07:19,855 - INFO - [Train] step: 24899, loss_mpn: 0.037321, loss_rec: 0.052059, loss_semantic: 0.690123, loss_idmrf: 2.577388, loss_adv_gen: -169.216599, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:07:51,208 - INFO - [Train] step: 24999, loss_adv_disc: 0.834968, lr_disc: 0.000010
+2023-03-24 13:07:51,415 - INFO - [Train] step: 24999, loss_mpn: 0.017963, loss_rec: 0.036274, loss_semantic: 0.550072, loss_idmrf: 3.394519, loss_adv_gen: -158.772552, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:08:44,057 - INFO - [Eval] step: 24999, bce: 0.085365, psnr: 24.124310, ssim: 0.824180, lpips: 0.150474
+2023-03-24 13:09:17,674 - INFO - [Train] step: 25099, loss_adv_disc: -0.749815, lr_disc: 0.000010
+2023-03-24 13:09:17,877 - INFO - [Train] step: 25099, loss_mpn: 0.043096, loss_rec: 0.106131, loss_semantic: 1.027724, loss_idmrf: 6.141503, loss_adv_gen: -157.078094, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:09:48,431 - INFO - [Train] step: 25199, loss_adv_disc: 1.707716, lr_disc: 0.000010
+2023-03-24 13:09:48,634 - INFO - [Train] step: 25199, loss_mpn: 0.036408, loss_rec: 0.060214, loss_semantic: 0.655697, loss_idmrf: 3.002961, loss_adv_gen: -158.691711, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:10:19,956 - INFO - [Train] step: 25299, loss_adv_disc: 1.406123, lr_disc: 0.000010
+2023-03-24 13:10:20,162 - INFO - [Train] step: 25299, loss_mpn: 0.058180, loss_rec: 0.090558, loss_semantic: 0.914482, loss_idmrf: 4.951694, loss_adv_gen: -158.440964, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:10:50,864 - INFO - [Train] step: 25399, loss_adv_disc: -1.407373, lr_disc: 0.000010
+2023-03-24 13:10:51,066 - INFO - [Train] step: 25399, loss_mpn: 0.039485, loss_rec: 0.086779, loss_semantic: 0.970796, loss_idmrf: 4.091169, loss_adv_gen: -232.052460, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:11:22,061 - INFO - [Train] step: 25499, loss_adv_disc: 2.078933, lr_disc: 0.000010
+2023-03-24 13:11:22,264 - INFO - [Train] step: 25499, loss_mpn: 0.018644, loss_rec: 0.037748, loss_semantic: 0.534325, loss_idmrf: 3.000545, loss_adv_gen: -139.115067, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:11:52,990 - INFO - [Train] step: 25599, loss_adv_disc: 1.030139, lr_disc: 0.000010
+2023-03-24 13:11:53,191 - INFO - [Train] step: 25599, loss_mpn: 0.048898, loss_rec: 0.040132, loss_semantic: 0.665675, loss_idmrf: 3.799340, loss_adv_gen: -134.169144, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:12:24,275 - INFO - [Train] step: 25699, loss_adv_disc: -3.730895, lr_disc: 0.000010
+2023-03-24 13:12:24,481 - INFO - [Train] step: 25699, loss_mpn: 0.010804, loss_rec: 0.089712, loss_semantic: 0.697922, loss_idmrf: 3.998465, loss_adv_gen: -185.270721, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:12:55,885 - INFO - [Train] step: 25799, loss_adv_disc: 3.149617, lr_disc: 0.000010
+2023-03-24 13:12:56,090 - INFO - [Train] step: 25799, loss_mpn: 0.033447, loss_rec: 0.062294, loss_semantic: 0.744529, loss_idmrf: 3.219078, loss_adv_gen: -178.066025, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:13:27,613 - INFO - [Train] step: 25899, loss_adv_disc: -1.446756, lr_disc: 0.000010
+2023-03-24 13:13:27,813 - INFO - [Train] step: 25899, loss_mpn: 0.026703, loss_rec: 0.068300, loss_semantic: 0.775291, loss_idmrf: 4.768266, loss_adv_gen: -122.767418, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:13:58,372 - INFO - [Train] step: 25999, loss_adv_disc: -6.269179, lr_disc: 0.000010
+2023-03-24 13:13:58,575 - INFO - [Train] step: 25999, loss_mpn: 0.038059, loss_rec: 0.140432, loss_semantic: 1.210655, loss_idmrf: 4.491289, loss_adv_gen: -204.404083, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:14:51,415 - INFO - [Eval] step: 25999, bce: 0.088237, psnr: 24.026291, ssim: 0.824801, lpips: 0.151519
+2023-03-24 13:15:24,902 - INFO - [Train] step: 26099, loss_adv_disc: 0.762345, lr_disc: 0.000010
+2023-03-24 13:15:25,107 - INFO - [Train] step: 26099, loss_mpn: 0.043396, loss_rec: 0.068442, loss_semantic: 0.646229, loss_idmrf: 1.930663, loss_adv_gen: -197.679230, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:15:56,012 - INFO - [Train] step: 26199, loss_adv_disc: -2.323182, lr_disc: 0.000010
+2023-03-24 13:15:56,214 - INFO - [Train] step: 26199, loss_mpn: 0.031875, loss_rec: 0.061709, loss_semantic: 0.882589, loss_idmrf: 4.059183, loss_adv_gen: -180.808380, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:16:27,274 - INFO - [Train] step: 26299, loss_adv_disc: -11.721328, lr_disc: 0.000010
+2023-03-24 13:16:27,482 - INFO - [Train] step: 26299, loss_mpn: 0.018493, loss_rec: 0.128777, loss_semantic: 1.080600, loss_idmrf: 4.644424, loss_adv_gen: -156.716644, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:16:58,218 - INFO - [Train] step: 26399, loss_adv_disc: 1.698355, lr_disc: 0.000010
+2023-03-24 13:16:58,414 - INFO - [Train] step: 26399, loss_mpn: 0.029118, loss_rec: 0.040773, loss_semantic: 0.577070, loss_idmrf: 1.631164, loss_adv_gen: -231.566040, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:17:29,487 - INFO - [Train] step: 26499, loss_adv_disc: -4.487014, lr_disc: 0.000010
+2023-03-24 13:17:29,687 - INFO - [Train] step: 26499, loss_mpn: 0.013524, loss_rec: 0.061302, loss_semantic: 0.641971, loss_idmrf: 3.796104, loss_adv_gen: -155.994202, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:18:00,486 - INFO - [Train] step: 26599, loss_adv_disc: 1.412181, lr_disc: 0.000010
+2023-03-24 13:18:00,699 - INFO - [Train] step: 26599, loss_mpn: 0.003984, loss_rec: 0.020181, loss_semantic: 0.328188, loss_idmrf: 0.604262, loss_adv_gen: -166.136566, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:18:31,886 - INFO - [Train] step: 26699, loss_adv_disc: 2.271230, lr_disc: 0.000010
+2023-03-24 13:18:32,095 - INFO - [Train] step: 26699, loss_mpn: 0.040160, loss_rec: 0.095474, loss_semantic: 0.847040, loss_idmrf: 4.541080, loss_adv_gen: -173.305771, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:19:03,639 - INFO - [Train] step: 26799, loss_adv_disc: -1.744386, lr_disc: 0.000010
+2023-03-24 13:19:03,843 - INFO - [Train] step: 26799, loss_mpn: 0.054239, loss_rec: 0.044790, loss_semantic: 0.622546, loss_idmrf: 6.398761, loss_adv_gen: -86.784302, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:19:35,282 - INFO - [Train] step: 26899, loss_adv_disc: -11.597395, lr_disc: 0.000010
+2023-03-24 13:19:35,493 - INFO - [Train] step: 26899, loss_mpn: 0.041815, loss_rec: 0.116219, loss_semantic: 1.167730, loss_idmrf: 5.046176, loss_adv_gen: -184.731171, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:20:06,745 - INFO - [Train] step: 26999, loss_adv_disc: -16.641714, lr_disc: 0.000010
+2023-03-24 13:20:06,947 - INFO - [Train] step: 26999, loss_mpn: 0.062650, loss_rec: 0.143022, loss_semantic: 0.915395, loss_idmrf: 4.798645, loss_adv_gen: -213.082825, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:20:59,788 - INFO - [Eval] step: 26999, bce: 0.085401, psnr: 23.984524, ssim: 0.821182, lpips: 0.151693
+2023-03-24 13:21:33,457 - INFO - [Train] step: 27099, loss_adv_disc: -8.551337, lr_disc: 0.000010
+2023-03-24 13:21:33,657 - INFO - [Train] step: 27099, loss_mpn: 0.045174, loss_rec: 0.105661, loss_semantic: 0.904120, loss_idmrf: 5.547014, loss_adv_gen: -146.010391, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:22:05,349 - INFO - [Train] step: 27199, loss_adv_disc: 4.449703, lr_disc: 0.000010
+2023-03-24 13:22:05,550 - INFO - [Train] step: 27199, loss_mpn: 0.042162, loss_rec: 0.045893, loss_semantic: 0.684176, loss_idmrf: 2.224870, loss_adv_gen: -147.268372, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:22:36,098 - INFO - [Train] step: 27299, loss_adv_disc: 7.069154, lr_disc: 0.000010
+2023-03-24 13:22:36,300 - INFO - [Train] step: 27299, loss_mpn: 0.016986, loss_rec: 0.092966, loss_semantic: 0.925748, loss_idmrf: 3.988010, loss_adv_gen: -211.074707, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:23:07,084 - INFO - [Train] step: 27399, loss_adv_disc: 6.127970, lr_disc: 0.000010
+2023-03-24 13:23:07,298 - INFO - [Train] step: 27399, loss_mpn: 0.040488, loss_rec: 0.052464, loss_semantic: 0.567319, loss_idmrf: 1.659471, loss_adv_gen: -182.601913, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:23:38,805 - INFO - [Train] step: 27499, loss_adv_disc: -5.673870, lr_disc: 0.000010
+2023-03-24 13:23:38,995 - INFO - [Train] step: 27499, loss_mpn: 0.017528, loss_rec: 0.106408, loss_semantic: 0.948688, loss_idmrf: 4.073881, loss_adv_gen: -151.204803, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:24:10,044 - INFO - [Train] step: 27599, loss_adv_disc: -7.667162, lr_disc: 0.000010
+2023-03-24 13:24:10,253 - INFO - [Train] step: 27599, loss_mpn: 0.023829, loss_rec: 0.106740, loss_semantic: 1.052772, loss_idmrf: 5.292584, loss_adv_gen: -176.262039, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:24:41,114 - INFO - [Train] step: 27699, loss_adv_disc: 6.893156, lr_disc: 0.000010
+2023-03-24 13:24:41,317 - INFO - [Train] step: 27699, loss_mpn: 0.032943, loss_rec: 0.072749, loss_semantic: 0.883641, loss_idmrf: 4.851064, loss_adv_gen: -150.240753, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:25:13,498 - INFO - [Train] step: 27799, loss_adv_disc: 1.475825, lr_disc: 0.000010
+2023-03-24 13:25:13,705 - INFO - [Train] step: 27799, loss_mpn: 0.045253, loss_rec: 0.062703, loss_semantic: 0.731814, loss_idmrf: 3.327444, loss_adv_gen: -191.597321, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:25:45,240 - INFO - [Train] step: 27899, loss_adv_disc: -1.649662, lr_disc: 0.000010
+2023-03-24 13:25:45,458 - INFO - [Train] step: 27899, loss_mpn: 0.036644, loss_rec: 0.084351, loss_semantic: 0.820881, loss_idmrf: 5.363842, loss_adv_gen: -126.720474, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:26:16,298 - INFO - [Train] step: 27999, loss_adv_disc: 2.341277, lr_disc: 0.000010
+2023-03-24 13:26:16,499 - INFO - [Train] step: 27999, loss_mpn: 0.022840, loss_rec: 0.055863, loss_semantic: 0.820478, loss_idmrf: 3.286691, loss_adv_gen: -166.001068, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:27:09,902 - INFO - [Eval] step: 27999, bce: 0.083300, psnr: 24.160114, ssim: 0.823271, lpips: 0.150563
+2023-03-24 13:27:43,534 - INFO - [Train] step: 28099, loss_adv_disc: -3.502344, lr_disc: 0.000010
+2023-03-24 13:27:43,741 - INFO - [Train] step: 28099, loss_mpn: 0.046076, loss_rec: 0.104194, loss_semantic: 0.980592, loss_idmrf: 5.385846, loss_adv_gen: -155.844971, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:28:14,849 - INFO - [Train] step: 28199, loss_adv_disc: 3.132791, lr_disc: 0.000010
+2023-03-24 13:28:15,056 - INFO - [Train] step: 28199, loss_mpn: 0.030681, loss_rec: 0.055413, loss_semantic: 0.709127, loss_idmrf: 3.841992, loss_adv_gen: -138.462219, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:28:46,626 - INFO - [Train] step: 28299, loss_adv_disc: 0.961712, lr_disc: 0.000010
+2023-03-24 13:28:46,833 - INFO - [Train] step: 28299, loss_mpn: 0.023742, loss_rec: 0.031683, loss_semantic: 0.495082, loss_idmrf: 2.349734, loss_adv_gen: -151.864594, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:29:17,579 - INFO - [Train] step: 28399, loss_adv_disc: -4.074941, lr_disc: 0.000010
+2023-03-24 13:29:17,789 - INFO - [Train] step: 28399, loss_mpn: 0.027613, loss_rec: 0.043773, loss_semantic: 0.564967, loss_idmrf: 4.360546, loss_adv_gen: -126.973236, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:29:49,147 - INFO - [Train] step: 28499, loss_adv_disc: 1.240294, lr_disc: 0.000010
+2023-03-24 13:29:49,354 - INFO - [Train] step: 28499, loss_mpn: 0.008336, loss_rec: 0.035000, loss_semantic: 0.467889, loss_idmrf: 0.759027, loss_adv_gen: -191.589462, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:30:20,309 - INFO - [Train] step: 28599, loss_adv_disc: -3.642914, lr_disc: 0.000010
+2023-03-24 13:30:20,511 - INFO - [Train] step: 28599, loss_mpn: 0.020102, loss_rec: 0.062118, loss_semantic: 0.777331, loss_idmrf: 2.750226, loss_adv_gen: -148.827377, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:30:51,663 - INFO - [Train] step: 28699, loss_adv_disc: -2.955758, lr_disc: 0.000010
+2023-03-24 13:30:51,870 - INFO - [Train] step: 28699, loss_mpn: 0.034898, loss_rec: 0.065380, loss_semantic: 0.732268, loss_idmrf: 5.176048, loss_adv_gen: -128.324005, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:31:23,636 - INFO - [Train] step: 28799, loss_adv_disc: 1.176329, lr_disc: 0.000010
+2023-03-24 13:31:23,844 - INFO - [Train] step: 28799, loss_mpn: 0.047724, loss_rec: 0.067902, loss_semantic: 0.831350, loss_idmrf: 3.751073, loss_adv_gen: -184.819580, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:31:55,229 - INFO - [Train] step: 28899, loss_adv_disc: 1.053464, lr_disc: 0.000010
+2023-03-24 13:31:55,433 - INFO - [Train] step: 28899, loss_mpn: 0.031930, loss_rec: 0.049182, loss_semantic: 0.654439, loss_idmrf: 3.179873, loss_adv_gen: -151.161072, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:32:26,403 - INFO - [Train] step: 28999, loss_adv_disc: -4.367106, lr_disc: 0.000010
+2023-03-24 13:32:26,610 - INFO - [Train] step: 28999, loss_mpn: 0.019649, loss_rec: 0.102880, loss_semantic: 0.999713, loss_idmrf: 7.477481, loss_adv_gen: -118.024529, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:33:20,521 - INFO - [Eval] step: 28999, bce: 0.083233, psnr: 24.020880, ssim: 0.821947, lpips: 0.150881
+2023-03-24 13:33:54,167 - INFO - [Train] step: 29099, loss_adv_disc: 1.768472, lr_disc: 0.000010
+2023-03-24 13:33:54,368 - INFO - [Train] step: 29099, loss_mpn: 0.105194, loss_rec: 0.063273, loss_semantic: 0.632870, loss_idmrf: 5.795128, loss_adv_gen: -171.849808, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:34:25,555 - INFO - [Train] step: 29199, loss_adv_disc: 1.303660, lr_disc: 0.000010
+2023-03-24 13:34:25,762 - INFO - [Train] step: 29199, loss_mpn: 0.042505, loss_rec: 0.059710, loss_semantic: 0.760869, loss_idmrf: 3.422177, loss_adv_gen: -181.518890, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:34:57,375 - INFO - [Train] step: 29299, loss_adv_disc: -2.580582, lr_disc: 0.000010
+2023-03-24 13:34:57,583 - INFO - [Train] step: 29299, loss_mpn: 0.023954, loss_rec: 0.091727, loss_semantic: 1.181336, loss_idmrf: 5.921139, loss_adv_gen: -146.918213, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:35:29,214 - INFO - [Train] step: 29399, loss_adv_disc: -7.932203, lr_disc: 0.000010
+2023-03-24 13:35:29,419 - INFO - [Train] step: 29399, loss_mpn: 0.032868, loss_rec: 0.131186, loss_semantic: 1.119524, loss_idmrf: 4.760672, loss_adv_gen: -178.313293, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:36:00,851 - INFO - [Train] step: 29499, loss_adv_disc: 1.991688, lr_disc: 0.000010
+2023-03-24 13:36:01,054 - INFO - [Train] step: 29499, loss_mpn: 0.028672, loss_rec: 0.045298, loss_semantic: 0.633661, loss_idmrf: 1.480334, loss_adv_gen: -197.925201, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:36:32,312 - INFO - [Train] step: 29599, loss_adv_disc: -6.670003, lr_disc: 0.000010
+2023-03-24 13:36:32,521 - INFO - [Train] step: 29599, loss_mpn: 0.026992, loss_rec: 0.107900, loss_semantic: 0.930649, loss_idmrf: 4.557241, loss_adv_gen: -164.126968, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:37:04,541 - INFO - [Train] step: 29699, loss_adv_disc: -3.382658, lr_disc: 0.000010
+2023-03-24 13:37:04,751 - INFO - [Train] step: 29699, loss_mpn: 0.015787, loss_rec: 0.084346, loss_semantic: 0.797386, loss_idmrf: 3.276730, loss_adv_gen: -171.265961, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:37:36,181 - INFO - [Train] step: 29799, loss_adv_disc: -25.442196, lr_disc: 0.000010
+2023-03-24 13:37:36,385 - INFO - [Train] step: 29799, loss_mpn: 0.018145, loss_rec: 0.193344, loss_semantic: 1.575090, loss_idmrf: 6.088224, loss_adv_gen: -196.858765, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:38:08,176 - INFO - [Train] step: 29899, loss_adv_disc: 0.677211, lr_disc: 0.000010
+2023-03-24 13:38:08,392 - INFO - [Train] step: 29899, loss_mpn: 0.014484, loss_rec: 0.036399, loss_semantic: 0.526985, loss_idmrf: 3.503811, loss_adv_gen: -160.796524, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:38:39,486 - INFO - [Train] step: 29999, loss_adv_disc: -5.648354, lr_disc: 0.000010
+2023-03-24 13:38:39,694 - INFO - [Train] step: 29999, loss_mpn: 0.022601, loss_rec: 0.083900, loss_semantic: 0.980311, loss_idmrf: 6.986794, loss_adv_gen: -127.059250, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:39:32,749 - INFO - [Eval] step: 29999, bce: 0.087890, psnr: 24.031908, ssim: 0.822055, lpips: 0.150872
+2023-03-24 13:40:06,739 - INFO - [Train] step: 30099, loss_adv_disc: 0.604853, lr_disc: 0.000010
+2023-03-24 13:40:06,944 - INFO - [Train] step: 30099, loss_mpn: 0.017008, loss_rec: 0.026850, loss_semantic: 0.416273, loss_idmrf: 1.877145, loss_adv_gen: -131.520355, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:40:38,019 - INFO - [Train] step: 30199, loss_adv_disc: -3.285179, lr_disc: 0.000010
+2023-03-24 13:40:38,238 - INFO - [Train] step: 30199, loss_mpn: 0.022394, loss_rec: 0.051118, loss_semantic: 0.687012, loss_idmrf: 3.862406, loss_adv_gen: -144.294342, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:41:09,209 - INFO - [Train] step: 30299, loss_adv_disc: -2.271434, lr_disc: 0.000010
+2023-03-24 13:41:09,414 - INFO - [Train] step: 30299, loss_mpn: 0.017374, loss_rec: 0.045577, loss_semantic: 0.624503, loss_idmrf: 4.001319, loss_adv_gen: -125.970963, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:41:41,069 - INFO - [Train] step: 30399, loss_adv_disc: -1.866890, lr_disc: 0.000010
+2023-03-24 13:41:41,279 - INFO - [Train] step: 30399, loss_mpn: 0.016174, loss_rec: 0.074295, loss_semantic: 0.748815, loss_idmrf: 3.558130, loss_adv_gen: -127.591019, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:42:12,413 - INFO - [Train] step: 30499, loss_adv_disc: 5.283142, lr_disc: 0.000010
+2023-03-24 13:42:12,616 - INFO - [Train] step: 30499, loss_mpn: 0.019279, loss_rec: 0.045029, loss_semantic: 0.515099, loss_idmrf: 2.547763, loss_adv_gen: -222.410751, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:42:43,606 - INFO - [Train] step: 30599, loss_adv_disc: 1.586938, lr_disc: 0.000010
+2023-03-24 13:42:43,809 - INFO - [Train] step: 30599, loss_mpn: 0.021457, loss_rec: 0.059920, loss_semantic: 0.626910, loss_idmrf: 2.438643, loss_adv_gen: -150.959106, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:43:15,248 - INFO - [Train] step: 30699, loss_adv_disc: -3.848180, lr_disc: 0.000010
+2023-03-24 13:43:15,446 - INFO - [Train] step: 30699, loss_mpn: 0.039029, loss_rec: 0.114640, loss_semantic: 1.055103, loss_idmrf: 4.514900, loss_adv_gen: -223.752945, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:43:46,132 - INFO - [Train] step: 30799, loss_adv_disc: -5.861713, lr_disc: 0.000010
+2023-03-24 13:43:46,339 - INFO - [Train] step: 30799, loss_mpn: 0.018752, loss_rec: 0.096525, loss_semantic: 0.941825, loss_idmrf: 6.827501, loss_adv_gen: -136.169022, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:44:17,908 - INFO - [Train] step: 30899, loss_adv_disc: -1.013855, lr_disc: 0.000010
+2023-03-24 13:44:18,131 - INFO - [Train] step: 30899, loss_mpn: 0.027011, loss_rec: 0.066067, loss_semantic: 0.708695, loss_idmrf: 2.866557, loss_adv_gen: -181.541916, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:44:50,112 - INFO - [Train] step: 30999, loss_adv_disc: -0.463145, lr_disc: 0.000010
+2023-03-24 13:44:50,318 - INFO - [Train] step: 30999, loss_mpn: 0.042325, loss_rec: 0.047973, loss_semantic: 0.547242, loss_idmrf: 3.386800, loss_adv_gen: -136.669922, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:45:42,679 - INFO - [Eval] step: 30999, bce: 0.083429, psnr: 24.009689, ssim: 0.822617, lpips: 0.149938
+2023-03-24 13:46:16,186 - INFO - [Train] step: 31099, loss_adv_disc: 1.629737, lr_disc: 0.000010
+2023-03-24 13:46:16,391 - INFO - [Train] step: 31099, loss_mpn: 0.024698, loss_rec: 0.065090, loss_semantic: 0.732926, loss_idmrf: 2.483820, loss_adv_gen: -201.622589, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:46:46,938 - INFO - [Train] step: 31199, loss_adv_disc: 4.114078, lr_disc: 0.000010
+2023-03-24 13:46:47,151 - INFO - [Train] step: 31199, loss_mpn: 0.006351, loss_rec: 0.026320, loss_semantic: 0.357688, loss_idmrf: 0.778305, loss_adv_gen: -188.185913, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:47:18,662 - INFO - [Train] step: 31299, loss_adv_disc: 4.829264, lr_disc: 0.000010
+2023-03-24 13:47:18,872 - INFO - [Train] step: 31299, loss_mpn: 0.014899, loss_rec: 0.053941, loss_semantic: 0.780344, loss_idmrf: 1.937084, loss_adv_gen: -164.826630, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:47:49,977 - INFO - [Train] step: 31399, loss_adv_disc: -7.703020, lr_disc: 0.000010
+2023-03-24 13:47:50,181 - INFO - [Train] step: 31399, loss_mpn: 0.021491, loss_rec: 0.090972, loss_semantic: 1.032540, loss_idmrf: 6.526167, loss_adv_gen: -136.662399, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:48:20,892 - INFO - [Train] step: 31499, loss_adv_disc: -6.448182, lr_disc: 0.000010
+2023-03-24 13:48:21,092 - INFO - [Train] step: 31499, loss_mpn: 0.037839, loss_rec: 0.110780, loss_semantic: 0.954461, loss_idmrf: 8.221437, loss_adv_gen: -107.431435, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:48:51,566 - INFO - [Train] step: 31599, loss_adv_disc: 1.942419, lr_disc: 0.000010
+2023-03-24 13:48:51,766 - INFO - [Train] step: 31599, loss_mpn: 0.018690, loss_rec: 0.045137, loss_semantic: 0.469446, loss_idmrf: 3.088332, loss_adv_gen: -134.017548, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:49:23,048 - INFO - [Train] step: 31699, loss_adv_disc: -16.664593, lr_disc: 0.000010
+2023-03-24 13:49:23,248 - INFO - [Train] step: 31699, loss_mpn: 0.028540, loss_rec: 0.130994, loss_semantic: 1.240017, loss_idmrf: 5.392393, loss_adv_gen: -189.195084, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:49:54,007 - INFO - [Train] step: 31799, loss_adv_disc: 1.228952, lr_disc: 0.000010
+2023-03-24 13:49:54,225 - INFO - [Train] step: 31799, loss_mpn: 0.023043, loss_rec: 0.041105, loss_semantic: 0.522330, loss_idmrf: 1.934812, loss_adv_gen: -168.960617, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:50:26,081 - INFO - [Train] step: 31899, loss_adv_disc: -9.101282, lr_disc: 0.000010
+2023-03-24 13:50:26,286 - INFO - [Train] step: 31899, loss_mpn: 0.029457, loss_rec: 0.105234, loss_semantic: 1.065180, loss_idmrf: 6.522565, loss_adv_gen: -127.259468, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:50:58,185 - INFO - [Train] step: 31999, loss_adv_disc: 5.696601, lr_disc: 0.000010
+2023-03-24 13:50:58,387 - INFO - [Train] step: 31999, loss_mpn: 0.014296, loss_rec: 0.040140, loss_semantic: 0.465197, loss_idmrf: 4.620419, loss_adv_gen: -121.347443, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:51:52,001 - INFO - [Eval] step: 31999, bce: 0.082432, psnr: 24.042864, ssim: 0.823216, lpips: 0.149971
+2023-03-24 13:52:25,512 - INFO - [Train] step: 32099, loss_adv_disc: 0.362808, lr_disc: 0.000010
+2023-03-24 13:52:25,718 - INFO - [Train] step: 32099, loss_mpn: 0.047038, loss_rec: 0.066829, loss_semantic: 0.692093, loss_idmrf: 3.392490, loss_adv_gen: -171.812042, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:52:56,805 - INFO - [Train] step: 32199, loss_adv_disc: -2.239332, lr_disc: 0.000010
+2023-03-24 13:52:57,010 - INFO - [Train] step: 32199, loss_mpn: 0.030630, loss_rec: 0.058265, loss_semantic: 0.695867, loss_idmrf: 3.641251, loss_adv_gen: -137.617126, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:53:28,803 - INFO - [Train] step: 32299, loss_adv_disc: -0.869890, lr_disc: 0.000010
+2023-03-24 13:53:29,012 - INFO - [Train] step: 32299, loss_mpn: 0.022463, loss_rec: 0.036232, loss_semantic: 0.614516, loss_idmrf: 2.879141, loss_adv_gen: -107.263184, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:53:59,890 - INFO - [Train] step: 32399, loss_adv_disc: 0.238805, lr_disc: 0.000010
+2023-03-24 13:54:00,093 - INFO - [Train] step: 32399, loss_mpn: 0.016070, loss_rec: 0.035222, loss_semantic: 0.479857, loss_idmrf: 2.405802, loss_adv_gen: -156.699890, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:54:30,553 - INFO - [Train] step: 32499, loss_adv_disc: -2.015517, lr_disc: 0.000010
+2023-03-24 13:54:30,751 - INFO - [Train] step: 32499, loss_mpn: 0.061841, loss_rec: 0.083043, loss_semantic: 0.984444, loss_idmrf: 6.963945, loss_adv_gen: -109.154648, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:55:02,083 - INFO - [Train] step: 32599, loss_adv_disc: 3.789475, lr_disc: 0.000010
+2023-03-24 13:55:02,282 - INFO - [Train] step: 32599, loss_mpn: 0.017896, loss_rec: 0.034295, loss_semantic: 0.506640, loss_idmrf: 1.117925, loss_adv_gen: -144.960907, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:55:33,409 - INFO - [Train] step: 32699, loss_adv_disc: -2.747798, lr_disc: 0.000010
+2023-03-24 13:55:33,612 - INFO - [Train] step: 32699, loss_mpn: 0.010875, loss_rec: 0.081220, loss_semantic: 0.725794, loss_idmrf: 2.978343, loss_adv_gen: -154.363647, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:56:04,810 - INFO - [Train] step: 32799, loss_adv_disc: -0.743611, lr_disc: 0.000010
+2023-03-24 13:56:05,016 - INFO - [Train] step: 32799, loss_mpn: 0.047438, loss_rec: 0.097131, loss_semantic: 0.888206, loss_idmrf: 3.574671, loss_adv_gen: -189.265900, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:56:36,353 - INFO - [Train] step: 32899, loss_adv_disc: -4.002757, lr_disc: 0.000010
+2023-03-24 13:56:36,560 - INFO - [Train] step: 32899, loss_mpn: 0.016835, loss_rec: 0.042191, loss_semantic: 0.532564, loss_idmrf: 3.823728, loss_adv_gen: -130.300125, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:57:08,029 - INFO - [Train] step: 32999, loss_adv_disc: -0.295864, lr_disc: 0.000010
+2023-03-24 13:57:08,228 - INFO - [Train] step: 32999, loss_mpn: 0.028618, loss_rec: 0.039220, loss_semantic: 0.588720, loss_idmrf: 5.973661, loss_adv_gen: -139.547607, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:58:00,982 - INFO - [Eval] step: 32999, bce: 0.083588, psnr: 24.040869, ssim: 0.823012, lpips: 0.150698
+2023-03-24 13:58:34,950 - INFO - [Train] step: 33099, loss_adv_disc: -1.733152, lr_disc: 0.000010
+2023-03-24 13:58:35,153 - INFO - [Train] step: 33099, loss_mpn: 0.024300, loss_rec: 0.065764, loss_semantic: 0.756881, loss_idmrf: 4.591541, loss_adv_gen: -110.915268, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:59:05,848 - INFO - [Train] step: 33199, loss_adv_disc: -8.946033, lr_disc: 0.000010
+2023-03-24 13:59:06,051 - INFO - [Train] step: 33199, loss_mpn: 0.028608, loss_rec: 0.140449, loss_semantic: 1.141306, loss_idmrf: 4.060946, loss_adv_gen: -199.644226, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 13:59:37,284 - INFO - [Train] step: 33299, loss_adv_disc: -0.335423, lr_disc: 0.000010
+2023-03-24 13:59:37,506 - INFO - [Train] step: 33299, loss_mpn: 0.019648, loss_rec: 0.024398, loss_semantic: 0.427323, loss_idmrf: 2.912690, loss_adv_gen: -129.603790, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:00:08,758 - INFO - [Train] step: 33399, loss_adv_disc: -0.478642, lr_disc: 0.000010
+2023-03-24 14:00:08,956 - INFO - [Train] step: 33399, loss_mpn: 0.050291, loss_rec: 0.065388, loss_semantic: 0.778540, loss_idmrf: 4.515278, loss_adv_gen: -153.642517, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:00:39,851 - INFO - [Train] step: 33499, loss_adv_disc: -14.854096, lr_disc: 0.000010
+2023-03-24 14:00:40,081 - INFO - [Train] step: 33499, loss_mpn: 0.019357, loss_rec: 0.100686, loss_semantic: 0.856687, loss_idmrf: 5.141481, loss_adv_gen: -107.766388, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:01:11,244 - INFO - [Train] step: 33599, loss_adv_disc: -5.364315, lr_disc: 0.000010
+2023-03-24 14:01:11,450 - INFO - [Train] step: 33599, loss_mpn: 0.030016, loss_rec: 0.076137, loss_semantic: 0.923501, loss_idmrf: 4.086658, loss_adv_gen: -157.753769, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:01:42,359 - INFO - [Train] step: 33699, loss_adv_disc: -1.763155, lr_disc: 0.000010
+2023-03-24 14:01:42,563 - INFO - [Train] step: 33699, loss_mpn: 0.034835, loss_rec: 0.125591, loss_semantic: 1.224248, loss_idmrf: 5.557689, loss_adv_gen: -182.609558, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:02:13,708 - INFO - [Train] step: 33799, loss_adv_disc: -4.951583, lr_disc: 0.000010
+2023-03-24 14:02:13,909 - INFO - [Train] step: 33799, loss_mpn: 0.020998, loss_rec: 0.064060, loss_semantic: 0.734808, loss_idmrf: 4.530285, loss_adv_gen: -123.858467, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:02:45,605 - INFO - [Train] step: 33899, loss_adv_disc: 5.571358, lr_disc: 0.000010
+2023-03-24 14:02:45,809 - INFO - [Train] step: 33899, loss_mpn: 0.048729, loss_rec: 0.061486, loss_semantic: 0.656775, loss_idmrf: 2.399061, loss_adv_gen: -178.582245, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:03:16,845 - INFO - [Train] step: 33999, loss_adv_disc: -1.790539, lr_disc: 0.000010
+2023-03-24 14:03:17,047 - INFO - [Train] step: 33999, loss_mpn: 0.016888, loss_rec: 0.106589, loss_semantic: 0.956216, loss_idmrf: 5.772564, loss_adv_gen: -155.000565, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:04:10,907 - INFO - [Eval] step: 33999, bce: 0.085392, psnr: 24.010551, ssim: 0.820001, lpips: 0.151289
+2023-03-24 14:04:44,838 - INFO - [Train] step: 34099, loss_adv_disc: 0.152627, lr_disc: 0.000010
+2023-03-24 14:04:45,043 - INFO - [Train] step: 34099, loss_mpn: 0.025057, loss_rec: 0.040329, loss_semantic: 0.564109, loss_idmrf: 5.558785, loss_adv_gen: -79.136856, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:05:16,100 - INFO - [Train] step: 34199, loss_adv_disc: -0.234316, lr_disc: 0.000010
+2023-03-24 14:05:16,309 - INFO - [Train] step: 34199, loss_mpn: 0.031395, loss_rec: 0.020985, loss_semantic: 0.459078, loss_idmrf: 3.625440, loss_adv_gen: -71.091835, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:05:47,727 - INFO - [Train] step: 34299, loss_adv_disc: 1.992513, lr_disc: 0.000010
+2023-03-24 14:05:47,930 - INFO - [Train] step: 34299, loss_mpn: 0.042393, loss_rec: 0.073564, loss_semantic: 0.795612, loss_idmrf: 2.720555, loss_adv_gen: -197.540649, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:06:19,241 - INFO - [Train] step: 34399, loss_adv_disc: 1.079544, lr_disc: 0.000010
+2023-03-24 14:06:19,438 - INFO - [Train] step: 34399, loss_mpn: 0.026091, loss_rec: 0.081530, loss_semantic: 0.739304, loss_idmrf: 4.377203, loss_adv_gen: -149.032211, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:06:50,027 - INFO - [Train] step: 34499, loss_adv_disc: 1.002999, lr_disc: 0.000010
+2023-03-24 14:06:50,234 - INFO - [Train] step: 34499, loss_mpn: 0.052130, loss_rec: 0.068597, loss_semantic: 0.815196, loss_idmrf: 3.964858, loss_adv_gen: -169.083069, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:07:21,975 - INFO - [Train] step: 34599, loss_adv_disc: -12.926382, lr_disc: 0.000010
+2023-03-24 14:07:22,186 - INFO - [Train] step: 34599, loss_mpn: 0.023364, loss_rec: 0.157807, loss_semantic: 1.102620, loss_idmrf: 5.500004, loss_adv_gen: -159.795258, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:07:52,940 - INFO - [Train] step: 34699, loss_adv_disc: -0.742347, lr_disc: 0.000010
+2023-03-24 14:07:53,148 - INFO - [Train] step: 34699, loss_mpn: 0.024689, loss_rec: 0.102341, loss_semantic: 0.777884, loss_idmrf: 4.048078, loss_adv_gen: -192.370239, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:08:24,283 - INFO - [Train] step: 34799, loss_adv_disc: 3.058276, lr_disc: 0.000010
+2023-03-24 14:08:24,487 - INFO - [Train] step: 34799, loss_mpn: 0.040576, loss_rec: 0.050834, loss_semantic: 0.670652, loss_idmrf: 4.455445, loss_adv_gen: -172.253983, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:08:56,008 - INFO - [Train] step: 34899, loss_adv_disc: -3.102956, lr_disc: 0.000010
+2023-03-24 14:08:56,217 - INFO - [Train] step: 34899, loss_mpn: 0.046150, loss_rec: 0.169136, loss_semantic: 1.327169, loss_idmrf: 5.668190, loss_adv_gen: -176.095123, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:09:28,084 - INFO - [Train] step: 34999, loss_adv_disc: 1.421720, lr_disc: 0.000010
+2023-03-24 14:09:28,298 - INFO - [Train] step: 34999, loss_mpn: 0.018493, loss_rec: 0.037193, loss_semantic: 0.569743, loss_idmrf: 2.846447, loss_adv_gen: -126.526428, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:10:21,226 - INFO - [Eval] step: 34999, bce: 0.084244, psnr: 24.048845, ssim: 0.821649, lpips: 0.151042
+2023-03-24 14:10:55,566 - INFO - [Train] step: 35099, loss_adv_disc: 6.597714, lr_disc: 0.000010
+2023-03-24 14:10:55,769 - INFO - [Train] step: 35099, loss_mpn: 0.032065, loss_rec: 0.053314, loss_semantic: 0.561023, loss_idmrf: 2.068457, loss_adv_gen: -252.636337, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:11:26,580 - INFO - [Train] step: 35199, loss_adv_disc: -2.665673, lr_disc: 0.000010
+2023-03-24 14:11:26,781 - INFO - [Train] step: 35199, loss_mpn: 0.014914, loss_rec: 0.045676, loss_semantic: 0.544881, loss_idmrf: 2.653451, loss_adv_gen: -136.430344, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:11:58,116 - INFO - [Train] step: 35299, loss_adv_disc: -0.227334, lr_disc: 0.000010
+2023-03-24 14:11:58,331 - INFO - [Train] step: 35299, loss_mpn: 0.023579, loss_rec: 0.027477, loss_semantic: 0.381161, loss_idmrf: 4.313307, loss_adv_gen: -116.797424, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:12:29,785 - INFO - [Train] step: 35399, loss_adv_disc: 0.789232, lr_disc: 0.000010
+2023-03-24 14:12:29,991 - INFO - [Train] step: 35399, loss_mpn: 0.033592, loss_rec: 0.029522, loss_semantic: 0.503637, loss_idmrf: 2.971511, loss_adv_gen: -169.998276, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:13:01,057 - INFO - [Train] step: 35499, loss_adv_disc: -3.189942, lr_disc: 0.000010
+2023-03-24 14:13:01,263 - INFO - [Train] step: 35499, loss_mpn: 0.026938, loss_rec: 0.053468, loss_semantic: 0.706394, loss_idmrf: 3.788815, loss_adv_gen: -113.462448, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:13:32,802 - INFO - [Train] step: 35599, loss_adv_disc: -1.163509, lr_disc: 0.000010
+2023-03-24 14:13:33,009 - INFO - [Train] step: 35599, loss_mpn: 0.018093, loss_rec: 0.053748, loss_semantic: 0.737912, loss_idmrf: 2.905627, loss_adv_gen: -157.368652, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:14:04,068 - INFO - [Train] step: 35699, loss_adv_disc: 3.195873, lr_disc: 0.000010
+2023-03-24 14:14:04,266 - INFO - [Train] step: 35699, loss_mpn: 0.058464, loss_rec: 0.066654, loss_semantic: 0.721544, loss_idmrf: 4.383562, loss_adv_gen: -157.535339, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:14:35,486 - INFO - [Train] step: 35799, loss_adv_disc: -5.181180, lr_disc: 0.000010
+2023-03-24 14:14:35,704 - INFO - [Train] step: 35799, loss_mpn: 0.046371, loss_rec: 0.088105, loss_semantic: 0.852944, loss_idmrf: 5.606981, loss_adv_gen: -101.841782, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:15:06,709 - INFO - [Train] step: 35899, loss_adv_disc: 3.106544, lr_disc: 0.000010
+2023-03-24 14:15:06,909 - INFO - [Train] step: 35899, loss_mpn: 0.021607, loss_rec: 0.034940, loss_semantic: 0.441014, loss_idmrf: 3.076766, loss_adv_gen: -152.103012, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:15:38,963 - INFO - [Train] step: 35999, loss_adv_disc: -4.755968, lr_disc: 0.000010
+2023-03-24 14:15:39,193 - INFO - [Train] step: 35999, loss_mpn: 0.048739, loss_rec: 0.082437, loss_semantic: 0.853609, loss_idmrf: 4.662133, loss_adv_gen: -158.530441, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:16:33,479 - INFO - [Eval] step: 35999, bce: 0.081365, psnr: 24.115566, ssim: 0.822663, lpips: 0.149945
+2023-03-24 14:17:06,407 - INFO - [Train] step: 36099, loss_adv_disc: -4.720771, lr_disc: 0.000010
+2023-03-24 14:17:06,613 - INFO - [Train] step: 36099, loss_mpn: 0.040172, loss_rec: 0.066527, loss_semantic: 0.813120, loss_idmrf: 6.418245, loss_adv_gen: -161.081665, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:17:38,353 - INFO - [Train] step: 36199, loss_adv_disc: -2.397495, lr_disc: 0.000010
+2023-03-24 14:17:38,555 - INFO - [Train] step: 36199, loss_mpn: 0.027184, loss_rec: 0.064766, loss_semantic: 0.747748, loss_idmrf: 4.101307, loss_adv_gen: -140.683640, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:18:09,907 - INFO - [Train] step: 36299, loss_adv_disc: 3.759473, lr_disc: 0.000010
+2023-03-24 14:18:10,111 - INFO - [Train] step: 36299, loss_mpn: 0.052340, loss_rec: 0.037661, loss_semantic: 0.526044, loss_idmrf: 1.208983, loss_adv_gen: -212.373001, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:18:40,617 - INFO - [Train] step: 36399, loss_adv_disc: -14.126898, lr_disc: 0.000010
+2023-03-24 14:18:40,822 - INFO - [Train] step: 36399, loss_mpn: 0.018726, loss_rec: 0.091065, loss_semantic: 0.807241, loss_idmrf: 4.969647, loss_adv_gen: -108.357529, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:19:12,497 - INFO - [Train] step: 36499, loss_adv_disc: -0.817340, lr_disc: 0.000010
+2023-03-24 14:19:12,705 - INFO - [Train] step: 36499, loss_mpn: 0.044604, loss_rec: 0.060501, loss_semantic: 0.703994, loss_idmrf: 3.969709, loss_adv_gen: -152.288818, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:19:44,088 - INFO - [Train] step: 36599, loss_adv_disc: 2.632715, lr_disc: 0.000010
+2023-03-24 14:19:44,294 - INFO - [Train] step: 36599, loss_mpn: 0.037271, loss_rec: 0.056461, loss_semantic: 0.710454, loss_idmrf: 2.461500, loss_adv_gen: -190.425110, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:20:15,287 - INFO - [Train] step: 36699, loss_adv_disc: -2.476779, lr_disc: 0.000010
+2023-03-24 14:20:15,504 - INFO - [Train] step: 36699, loss_mpn: 0.030724, loss_rec: 0.055664, loss_semantic: 0.625659, loss_idmrf: 3.634357, loss_adv_gen: -146.764359, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:20:47,364 - INFO - [Train] step: 36799, loss_adv_disc: 4.552688, lr_disc: 0.000010
+2023-03-24 14:20:47,568 - INFO - [Train] step: 36799, loss_mpn: 0.025650, loss_rec: 0.042618, loss_semantic: 0.543690, loss_idmrf: 1.500608, loss_adv_gen: -202.291336, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:21:19,113 - INFO - [Train] step: 36899, loss_adv_disc: 5.368104, lr_disc: 0.000010
+2023-03-24 14:21:19,320 - INFO - [Train] step: 36899, loss_mpn: 0.039650, loss_rec: 0.102188, loss_semantic: 0.905008, loss_idmrf: 3.307457, loss_adv_gen: -204.735016, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:21:51,082 - INFO - [Train] step: 36999, loss_adv_disc: 1.391676, lr_disc: 0.000010
+2023-03-24 14:21:51,293 - INFO - [Train] step: 36999, loss_mpn: 0.053620, loss_rec: 0.069999, loss_semantic: 0.903369, loss_idmrf: 4.635734, loss_adv_gen: -143.421753, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:22:46,273 - INFO - [Eval] step: 36999, bce: 0.081693, psnr: 24.188021, ssim: 0.823294, lpips: 0.150134
+2023-03-24 14:23:20,217 - INFO - [Train] step: 37099, loss_adv_disc: 0.613400, lr_disc: 0.000010
+2023-03-24 14:23:20,421 - INFO - [Train] step: 37099, loss_mpn: 0.025967, loss_rec: 0.070881, loss_semantic: 0.777416, loss_idmrf: 3.185390, loss_adv_gen: -203.377716, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:23:51,535 - INFO - [Train] step: 37199, loss_adv_disc: -15.911163, lr_disc: 0.000010
+2023-03-24 14:23:51,740 - INFO - [Train] step: 37199, loss_mpn: 0.053341, loss_rec: 0.189629, loss_semantic: 1.395693, loss_idmrf: 7.335560, loss_adv_gen: -212.290390, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:24:22,784 - INFO - [Train] step: 37299, loss_adv_disc: -6.594245, lr_disc: 0.000010
+2023-03-24 14:24:22,989 - INFO - [Train] step: 37299, loss_mpn: 0.026856, loss_rec: 0.118562, loss_semantic: 1.190538, loss_idmrf: 4.743119, loss_adv_gen: -165.187302, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:24:54,303 - INFO - [Train] step: 37399, loss_adv_disc: 4.250879, lr_disc: 0.000010
+2023-03-24 14:24:54,511 - INFO - [Train] step: 37399, loss_mpn: 0.050671, loss_rec: 0.057641, loss_semantic: 0.701254, loss_idmrf: 3.707065, loss_adv_gen: -189.437012, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:25:25,642 - INFO - [Train] step: 37499, loss_adv_disc: 9.109214, lr_disc: 0.000010
+2023-03-24 14:25:25,852 - INFO - [Train] step: 37499, loss_mpn: 0.049734, loss_rec: 0.057980, loss_semantic: 0.623146, loss_idmrf: 3.475013, loss_adv_gen: -216.506927, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:25:56,744 - INFO - [Train] step: 37599, loss_adv_disc: 6.563431, lr_disc: 0.000010
+2023-03-24 14:25:56,943 - INFO - [Train] step: 37599, loss_mpn: 0.067220, loss_rec: 0.080150, loss_semantic: 0.763991, loss_idmrf: 5.457173, loss_adv_gen: -137.054077, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:26:27,988 - INFO - [Train] step: 37699, loss_adv_disc: -2.063429, lr_disc: 0.000010
+2023-03-24 14:26:28,194 - INFO - [Train] step: 37699, loss_mpn: 0.046898, loss_rec: 0.064990, loss_semantic: 0.796543, loss_idmrf: 5.123106, loss_adv_gen: -169.502548, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:26:59,890 - INFO - [Train] step: 37799, loss_adv_disc: -8.083885, lr_disc: 0.000010
+2023-03-24 14:27:00,109 - INFO - [Train] step: 37799, loss_mpn: 0.059237, loss_rec: 0.103358, loss_semantic: 0.982331, loss_idmrf: 3.935799, loss_adv_gen: -195.387497, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:27:31,453 - INFO - [Train] step: 37899, loss_adv_disc: 5.900696, lr_disc: 0.000010
+2023-03-24 14:27:31,656 - INFO - [Train] step: 37899, loss_mpn: 0.026763, loss_rec: 0.070987, loss_semantic: 0.797291, loss_idmrf: 2.638974, loss_adv_gen: -198.874237, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:28:03,162 - INFO - [Train] step: 37999, loss_adv_disc: 6.952016, lr_disc: 0.000010
+2023-03-24 14:28:03,365 - INFO - [Train] step: 37999, loss_mpn: 0.024332, loss_rec: 0.039067, loss_semantic: 0.441680, loss_idmrf: 1.694475, loss_adv_gen: -227.960449, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:28:57,411 - INFO - [Eval] step: 37999, bce: 0.081800, psnr: 24.043818, ssim: 0.823468, lpips: 0.149028
+2023-03-24 14:29:31,358 - INFO - [Train] step: 38099, loss_adv_disc: 2.334419, lr_disc: 0.000010
+2023-03-24 14:29:31,565 - INFO - [Train] step: 38099, loss_mpn: 0.051224, loss_rec: 0.063204, loss_semantic: 0.682290, loss_idmrf: 3.586266, loss_adv_gen: -141.668655, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:30:03,022 - INFO - [Train] step: 38199, loss_adv_disc: 1.419376, lr_disc: 0.000010
+2023-03-24 14:30:03,241 - INFO - [Train] step: 38199, loss_mpn: 0.038888, loss_rec: 0.068028, loss_semantic: 0.655731, loss_idmrf: 3.680092, loss_adv_gen: -160.785172, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:30:34,316 - INFO - [Train] step: 38299, loss_adv_disc: 2.944904, lr_disc: 0.000010
+2023-03-24 14:30:34,526 - INFO - [Train] step: 38299, loss_mpn: 0.015187, loss_rec: 0.084003, loss_semantic: 0.912030, loss_idmrf: 3.724094, loss_adv_gen: -157.041412, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:31:05,967 - INFO - [Train] step: 38399, loss_adv_disc: 2.446224, lr_disc: 0.000010
+2023-03-24 14:31:06,167 - INFO - [Train] step: 38399, loss_mpn: 0.017989, loss_rec: 0.045603, loss_semantic: 0.598811, loss_idmrf: 2.799767, loss_adv_gen: -121.286667, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:31:37,528 - INFO - [Train] step: 38499, loss_adv_disc: -5.875325, lr_disc: 0.000010
+2023-03-24 14:31:37,731 - INFO - [Train] step: 38499, loss_mpn: 0.033091, loss_rec: 0.091614, loss_semantic: 0.927234, loss_idmrf: 4.732378, loss_adv_gen: -143.883301, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:32:09,145 - INFO - [Train] step: 38599, loss_adv_disc: -3.657693, lr_disc: 0.000010
+2023-03-24 14:32:09,351 - INFO - [Train] step: 38599, loss_mpn: 0.036684, loss_rec: 0.103718, loss_semantic: 1.008447, loss_idmrf: 5.126928, loss_adv_gen: -148.223526, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:32:40,480 - INFO - [Train] step: 38699, loss_adv_disc: -5.113904, lr_disc: 0.000010
+2023-03-24 14:32:40,690 - INFO - [Train] step: 38699, loss_mpn: 0.080619, loss_rec: 0.172134, loss_semantic: 1.115396, loss_idmrf: 6.286925, loss_adv_gen: -127.181877, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:33:12,256 - INFO - [Train] step: 38799, loss_adv_disc: 3.879865, lr_disc: 0.000010
+2023-03-24 14:33:12,461 - INFO - [Train] step: 38799, loss_mpn: 0.019719, loss_rec: 0.052292, loss_semantic: 0.557582, loss_idmrf: 1.539036, loss_adv_gen: -190.740067, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:33:43,564 - INFO - [Train] step: 38899, loss_adv_disc: 1.740414, lr_disc: 0.000010
+2023-03-24 14:33:43,771 - INFO - [Train] step: 38899, loss_mpn: 0.015619, loss_rec: 0.033883, loss_semantic: 0.426789, loss_idmrf: 1.209244, loss_adv_gen: -153.828674, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:34:15,356 - INFO - [Train] step: 38999, loss_adv_disc: 1.221024, lr_disc: 0.000010
+2023-03-24 14:34:15,585 - INFO - [Train] step: 38999, loss_mpn: 0.042355, loss_rec: 0.070360, loss_semantic: 0.841185, loss_idmrf: 3.820484, loss_adv_gen: -173.107544, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:35:13,457 - INFO - [Eval] step: 38999, bce: 0.081716, psnr: 24.145687, ssim: 0.822649, lpips: 0.150302
+2023-03-24 14:35:47,049 - INFO - [Train] step: 39099, loss_adv_disc: 1.633928, lr_disc: 0.000010
+2023-03-24 14:35:47,268 - INFO - [Train] step: 39099, loss_mpn: 0.014139, loss_rec: 0.022338, loss_semantic: 0.342843, loss_idmrf: 1.447607, loss_adv_gen: -91.839340, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:36:18,213 - INFO - [Train] step: 39199, loss_adv_disc: -7.496823, lr_disc: 0.000010
+2023-03-24 14:36:18,425 - INFO - [Train] step: 39199, loss_mpn: 0.027823, loss_rec: 0.109345, loss_semantic: 1.001517, loss_idmrf: 4.114304, loss_adv_gen: -193.998199, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:36:50,074 - INFO - [Train] step: 39299, loss_adv_disc: -12.093236, lr_disc: 0.000010
+2023-03-24 14:36:50,282 - INFO - [Train] step: 39299, loss_mpn: 0.045151, loss_rec: 0.083887, loss_semantic: 0.920292, loss_idmrf: 8.435991, loss_adv_gen: -106.273514, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:37:21,758 - INFO - [Train] step: 39399, loss_adv_disc: 0.602067, lr_disc: 0.000010
+2023-03-24 14:37:21,968 - INFO - [Train] step: 39399, loss_mpn: 0.018862, loss_rec: 0.045776, loss_semantic: 0.589118, loss_idmrf: 4.363483, loss_adv_gen: -101.831070, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:37:53,726 - INFO - [Train] step: 39499, loss_adv_disc: 1.825939, lr_disc: 0.000010
+2023-03-24 14:37:53,945 - INFO - [Train] step: 39499, loss_mpn: 0.020838, loss_rec: 0.065743, loss_semantic: 0.721984, loss_idmrf: 2.563365, loss_adv_gen: -180.922394, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:38:25,336 - INFO - [Train] step: 39599, loss_adv_disc: -1.599883, lr_disc: 0.000010
+2023-03-24 14:38:25,543 - INFO - [Train] step: 39599, loss_mpn: 0.030437, loss_rec: 0.077835, loss_semantic: 0.773133, loss_idmrf: 3.973611, loss_adv_gen: -183.033875, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:38:56,928 - INFO - [Train] step: 39699, loss_adv_disc: 1.382489, lr_disc: 0.000010
+2023-03-24 14:38:57,132 - INFO - [Train] step: 39699, loss_mpn: 0.025353, loss_rec: 0.113712, loss_semantic: 0.901227, loss_idmrf: 5.813712, loss_adv_gen: -130.441437, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:39:28,875 - INFO - [Train] step: 39799, loss_adv_disc: -2.915087, lr_disc: 0.000010
+2023-03-24 14:39:29,079 - INFO - [Train] step: 39799, loss_mpn: 0.044675, loss_rec: 0.090616, loss_semantic: 0.957237, loss_idmrf: 4.150046, loss_adv_gen: -174.665451, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:40:00,361 - INFO - [Train] step: 39899, loss_adv_disc: 1.752571, lr_disc: 0.000010
+2023-03-24 14:40:00,581 - INFO - [Train] step: 39899, loss_mpn: 0.009507, loss_rec: 0.022390, loss_semantic: 0.325854, loss_idmrf: 1.201905, loss_adv_gen: -105.836021, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:40:32,247 - INFO - [Train] step: 39999, loss_adv_disc: 0.014336, lr_disc: 0.000010
+2023-03-24 14:40:32,457 - INFO - [Train] step: 39999, loss_mpn: 0.021247, loss_rec: 0.035164, loss_semantic: 0.554111, loss_idmrf: 2.285220, loss_adv_gen: -170.801025, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:41:28,196 - INFO - [Eval] step: 39999, bce: 0.080757, psnr: 24.078896, ssim: 0.823020, lpips: 0.150500
+2023-03-24 14:42:02,478 - INFO - [Train] step: 40099, loss_adv_disc: 1.452451, lr_disc: 0.000010
+2023-03-24 14:42:02,683 - INFO - [Train] step: 40099, loss_mpn: 0.039105, loss_rec: 0.050921, loss_semantic: 0.660602, loss_idmrf: 3.641246, loss_adv_gen: -136.696869, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:42:33,377 - INFO - [Train] step: 40199, loss_adv_disc: -13.350396, lr_disc: 0.000010
+2023-03-24 14:42:33,582 - INFO - [Train] step: 40199, loss_mpn: 0.016171, loss_rec: 0.109555, loss_semantic: 0.939375, loss_idmrf: 5.989573, loss_adv_gen: -118.614616, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:43:04,535 - INFO - [Train] step: 40299, loss_adv_disc: 2.102060, lr_disc: 0.000010
+2023-03-24 14:43:04,741 - INFO - [Train] step: 40299, loss_mpn: 0.022159, loss_rec: 0.050395, loss_semantic: 0.681970, loss_idmrf: 2.423720, loss_adv_gen: -169.314880, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:43:36,172 - INFO - [Train] step: 40399, loss_adv_disc: 0.794231, lr_disc: 0.000010
+2023-03-24 14:43:36,385 - INFO - [Train] step: 40399, loss_mpn: 0.026107, loss_rec: 0.043550, loss_semantic: 0.579755, loss_idmrf: 3.543127, loss_adv_gen: -120.634735, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:44:07,713 - INFO - [Train] step: 40499, loss_adv_disc: 1.664921, lr_disc: 0.000010
+2023-03-24 14:44:07,914 - INFO - [Train] step: 40499, loss_mpn: 0.011254, loss_rec: 0.050501, loss_semantic: 0.610900, loss_idmrf: 1.589385, loss_adv_gen: -214.341034, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:44:38,546 - INFO - [Train] step: 40599, loss_adv_disc: -2.648636, lr_disc: 0.000010
+2023-03-24 14:44:38,750 - INFO - [Train] step: 40599, loss_mpn: 0.034100, loss_rec: 0.095817, loss_semantic: 0.860532, loss_idmrf: 4.596050, loss_adv_gen: -185.339355, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:45:09,613 - INFO - [Train] step: 40699, loss_adv_disc: -11.123919, lr_disc: 0.000010
+2023-03-24 14:45:09,823 - INFO - [Train] step: 40699, loss_mpn: 0.033195, loss_rec: 0.108908, loss_semantic: 0.919036, loss_idmrf: 4.484976, loss_adv_gen: -148.029434, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:45:40,623 - INFO - [Train] step: 40799, loss_adv_disc: 0.566096, lr_disc: 0.000010
+2023-03-24 14:45:40,829 - INFO - [Train] step: 40799, loss_mpn: 0.036109, loss_rec: 0.069740, loss_semantic: 0.753888, loss_idmrf: 4.215160, loss_adv_gen: -122.843765, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:46:11,931 - INFO - [Train] step: 40899, loss_adv_disc: -2.593199, lr_disc: 0.000010
+2023-03-24 14:46:12,137 - INFO - [Train] step: 40899, loss_mpn: 0.019130, loss_rec: 0.070663, loss_semantic: 0.700153, loss_idmrf: 2.603601, loss_adv_gen: -169.619858, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:46:43,407 - INFO - [Train] step: 40999, loss_adv_disc: -2.296177, lr_disc: 0.000010
+2023-03-24 14:46:43,608 - INFO - [Train] step: 40999, loss_mpn: 0.026659, loss_rec: 0.084692, loss_semantic: 0.985267, loss_idmrf: 4.918565, loss_adv_gen: -140.428314, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:47:36,525 - INFO - [Eval] step: 40999, bce: 0.085758, psnr: 24.112211, ssim: 0.824298, lpips: 0.148956
+2023-03-24 14:48:10,628 - INFO - [Train] step: 41099, loss_adv_disc: -9.099497, lr_disc: 0.000010
+2023-03-24 14:48:10,833 - INFO - [Train] step: 41099, loss_mpn: 0.031933, loss_rec: 0.098705, loss_semantic: 0.909896, loss_idmrf: 6.464211, loss_adv_gen: -121.899933, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:48:42,118 - INFO - [Train] step: 41199, loss_adv_disc: 2.696945, lr_disc: 0.000010
+2023-03-24 14:48:42,320 - INFO - [Train] step: 41199, loss_mpn: 0.046668, loss_rec: 0.091247, loss_semantic: 0.999324, loss_idmrf: 3.483654, loss_adv_gen: -189.502777, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:49:13,555 - INFO - [Train] step: 41299, loss_adv_disc: 2.207399, lr_disc: 0.000010
+2023-03-24 14:49:13,764 - INFO - [Train] step: 41299, loss_mpn: 0.073064, loss_rec: 0.096743, loss_semantic: 0.990872, loss_idmrf: 4.258966, loss_adv_gen: -226.602051, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:49:45,150 - INFO - [Train] step: 41399, loss_adv_disc: -0.883642, lr_disc: 0.000010
+2023-03-24 14:49:45,351 - INFO - [Train] step: 41399, loss_mpn: 0.020711, loss_rec: 0.077309, loss_semantic: 0.640263, loss_idmrf: 3.731800, loss_adv_gen: -192.770935, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:50:16,142 - INFO - [Train] step: 41499, loss_adv_disc: -1.424519, lr_disc: 0.000010
+2023-03-24 14:50:16,346 - INFO - [Train] step: 41499, loss_mpn: 0.045910, loss_rec: 0.047926, loss_semantic: 0.658152, loss_idmrf: 3.892038, loss_adv_gen: -128.989334, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:50:47,957 - INFO - [Train] step: 41599, loss_adv_disc: -4.376691, lr_disc: 0.000010
+2023-03-24 14:50:48,164 - INFO - [Train] step: 41599, loss_mpn: 0.020386, loss_rec: 0.073694, loss_semantic: 0.863880, loss_idmrf: 2.862972, loss_adv_gen: -186.646942, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:51:19,217 - INFO - [Train] step: 41699, loss_adv_disc: 7.223246, lr_disc: 0.000010
+2023-03-24 14:51:19,420 - INFO - [Train] step: 41699, loss_mpn: 0.028890, loss_rec: 0.074330, loss_semantic: 0.843363, loss_idmrf: 4.712195, loss_adv_gen: -203.821793, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:51:50,272 - INFO - [Train] step: 41799, loss_adv_disc: 4.652909, lr_disc: 0.000010
+2023-03-24 14:51:50,487 - INFO - [Train] step: 41799, loss_mpn: 0.027977, loss_rec: 0.057220, loss_semantic: 0.780025, loss_idmrf: 3.394351, loss_adv_gen: -115.598373, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:52:21,236 - INFO - [Train] step: 41899, loss_adv_disc: -7.135794, lr_disc: 0.000010
+2023-03-24 14:52:21,435 - INFO - [Train] step: 41899, loss_mpn: 0.028493, loss_rec: 0.071410, loss_semantic: 0.746705, loss_idmrf: 3.427792, loss_adv_gen: -159.222610, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:52:52,784 - INFO - [Train] step: 41999, loss_adv_disc: -12.974306, lr_disc: 0.000010
+2023-03-24 14:52:52,989 - INFO - [Train] step: 41999, loss_mpn: 0.041035, loss_rec: 0.162535, loss_semantic: 1.415204, loss_idmrf: 5.826949, loss_adv_gen: -193.863190, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:53:46,116 - INFO - [Eval] step: 41999, bce: 0.080787, psnr: 23.972851, ssim: 0.820589, lpips: 0.149954
+2023-03-24 14:54:20,507 - INFO - [Train] step: 42099, loss_adv_disc: -3.967487, lr_disc: 0.000010
+2023-03-24 14:54:20,716 - INFO - [Train] step: 42099, loss_mpn: 0.008065, loss_rec: 0.069417, loss_semantic: 0.647787, loss_idmrf: 3.694555, loss_adv_gen: -147.147446, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:54:51,744 - INFO - [Train] step: 42199, loss_adv_disc: 0.170070, lr_disc: 0.000010
+2023-03-24 14:54:51,962 - INFO - [Train] step: 42199, loss_mpn: 0.024334, loss_rec: 0.069881, loss_semantic: 0.719696, loss_idmrf: 3.438965, loss_adv_gen: -160.526245, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:55:24,020 - INFO - [Train] step: 42299, loss_adv_disc: 3.956248, lr_disc: 0.000010
+2023-03-24 14:55:24,225 - INFO - [Train] step: 42299, loss_mpn: 0.007889, loss_rec: 0.027696, loss_semantic: 0.411889, loss_idmrf: 0.730929, loss_adv_gen: -199.184967, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:55:55,123 - INFO - [Train] step: 42399, loss_adv_disc: -2.618664, lr_disc: 0.000010
+2023-03-24 14:55:55,328 - INFO - [Train] step: 42399, loss_mpn: 0.054143, loss_rec: 0.082306, loss_semantic: 0.809575, loss_idmrf: 3.212295, loss_adv_gen: -154.552124, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:56:26,814 - INFO - [Train] step: 42499, loss_adv_disc: -11.995598, lr_disc: 0.000010
+2023-03-24 14:56:27,015 - INFO - [Train] step: 42499, loss_mpn: 0.033442, loss_rec: 0.117277, loss_semantic: 1.032002, loss_idmrf: 4.785587, loss_adv_gen: -197.028687, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:56:58,910 - INFO - [Train] step: 42599, loss_adv_disc: -1.689719, lr_disc: 0.000010
+2023-03-24 14:56:59,117 - INFO - [Train] step: 42599, loss_mpn: 0.031787, loss_rec: 0.065818, loss_semantic: 0.673407, loss_idmrf: 4.736076, loss_adv_gen: -115.627075, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:57:30,345 - INFO - [Train] step: 42699, loss_adv_disc: -2.547146, lr_disc: 0.000010
+2023-03-24 14:57:30,551 - INFO - [Train] step: 42699, loss_mpn: 0.046524, loss_rec: 0.080579, loss_semantic: 0.846255, loss_idmrf: 3.574897, loss_adv_gen: -172.257904, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:58:01,310 - INFO - [Train] step: 42799, loss_adv_disc: -1.899854, lr_disc: 0.000010
+2023-03-24 14:58:01,513 - INFO - [Train] step: 42799, loss_mpn: 0.024309, loss_rec: 0.079271, loss_semantic: 0.864905, loss_idmrf: 4.229124, loss_adv_gen: -166.764008, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:58:33,372 - INFO - [Train] step: 42899, loss_adv_disc: -2.191045, lr_disc: 0.000010
+2023-03-24 14:58:33,576 - INFO - [Train] step: 42899, loss_mpn: 0.045145, loss_rec: 0.120551, loss_semantic: 1.187229, loss_idmrf: 6.319726, loss_adv_gen: -142.911499, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:59:04,650 - INFO - [Train] step: 42999, loss_adv_disc: 2.936200, lr_disc: 0.000010
+2023-03-24 14:59:04,858 - INFO - [Train] step: 42999, loss_mpn: 0.041581, loss_rec: 0.050473, loss_semantic: 0.706709, loss_idmrf: 4.796835, loss_adv_gen: -141.238754, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 14:59:57,049 - INFO - [Eval] step: 42999, bce: 0.085529, psnr: 24.150417, ssim: 0.824093, lpips: 0.149420
+2023-03-24 15:00:31,904 - INFO - [Train] step: 43099, loss_adv_disc: -8.216814, lr_disc: 0.000010
+2023-03-24 15:00:32,120 - INFO - [Train] step: 43099, loss_mpn: 0.029696, loss_rec: 0.082321, loss_semantic: 0.975963, loss_idmrf: 3.535893, loss_adv_gen: -189.671967, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:01:03,134 - INFO - [Train] step: 43199, loss_adv_disc: -14.645738, lr_disc: 0.000010
+2023-03-24 15:01:03,346 - INFO - [Train] step: 43199, loss_mpn: 0.045108, loss_rec: 0.099941, loss_semantic: 1.015156, loss_idmrf: 5.449701, loss_adv_gen: -194.152374, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:01:35,390 - INFO - [Train] step: 43299, loss_adv_disc: 3.088562, lr_disc: 0.000010
+2023-03-24 15:01:35,600 - INFO - [Train] step: 43299, loss_mpn: 0.036662, loss_rec: 0.056099, loss_semantic: 0.678239, loss_idmrf: 3.109477, loss_adv_gen: -192.228638, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:02:06,679 - INFO - [Train] step: 43399, loss_adv_disc: -6.464003, lr_disc: 0.000010
+2023-03-24 15:02:06,884 - INFO - [Train] step: 43399, loss_mpn: 0.016334, loss_rec: 0.047436, loss_semantic: 0.523759, loss_idmrf: 3.952246, loss_adv_gen: -142.635544, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:02:38,276 - INFO - [Train] step: 43499, loss_adv_disc: -2.259825, lr_disc: 0.000010
+2023-03-24 15:02:38,479 - INFO - [Train] step: 43499, loss_mpn: 0.026636, loss_rec: 0.062466, loss_semantic: 0.721536, loss_idmrf: 2.719452, loss_adv_gen: -164.771591, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:03:10,084 - INFO - [Train] step: 43599, loss_adv_disc: -3.332292, lr_disc: 0.000010
+2023-03-24 15:03:10,288 - INFO - [Train] step: 43599, loss_mpn: 0.028679, loss_rec: 0.086266, loss_semantic: 0.973797, loss_idmrf: 5.680986, loss_adv_gen: -121.538925, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:03:41,419 - INFO - [Train] step: 43699, loss_adv_disc: -5.080129, lr_disc: 0.000010
+2023-03-24 15:03:41,620 - INFO - [Train] step: 43699, loss_mpn: 0.033826, loss_rec: 0.130739, loss_semantic: 1.166639, loss_idmrf: 5.634421, loss_adv_gen: -220.739044, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:04:12,779 - INFO - [Train] step: 43799, loss_adv_disc: -1.140998, lr_disc: 0.000010
+2023-03-24 15:04:12,983 - INFO - [Train] step: 43799, loss_mpn: 0.032436, loss_rec: 0.074129, loss_semantic: 0.735615, loss_idmrf: 4.738145, loss_adv_gen: -133.037064, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:04:44,761 - INFO - [Train] step: 43899, loss_adv_disc: 4.275282, lr_disc: 0.000010
+2023-03-24 15:04:44,973 - INFO - [Train] step: 43899, loss_mpn: 0.006931, loss_rec: 0.031742, loss_semantic: 0.378389, loss_idmrf: 0.951365, loss_adv_gen: -151.495239, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:05:16,206 - INFO - [Train] step: 43999, loss_adv_disc: 2.266105, lr_disc: 0.000010
+2023-03-24 15:05:16,407 - INFO - [Train] step: 43999, loss_mpn: 0.042764, loss_rec: 0.070704, loss_semantic: 0.853277, loss_idmrf: 5.473550, loss_adv_gen: -161.646301, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:06:08,891 - INFO - [Eval] step: 43999, bce: 0.083414, psnr: 24.215460, ssim: 0.824259, lpips: 0.148075
+2023-03-24 15:06:43,739 - INFO - [Train] step: 44099, loss_adv_disc: 1.590858, lr_disc: 0.000010
+2023-03-24 15:06:43,942 - INFO - [Train] step: 44099, loss_mpn: 0.012585, loss_rec: 0.010919, loss_semantic: 0.222729, loss_idmrf: 0.605321, loss_adv_gen: -154.974030, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:07:15,413 - INFO - [Train] step: 44199, loss_adv_disc: -6.631462, lr_disc: 0.000010
+2023-03-24 15:07:15,634 - INFO - [Train] step: 44199, loss_mpn: 0.025538, loss_rec: 0.149138, loss_semantic: 1.192115, loss_idmrf: 5.625690, loss_adv_gen: -223.110748, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:07:46,919 - INFO - [Train] step: 44299, loss_adv_disc: -7.134107, lr_disc: 0.000010
+2023-03-24 15:07:47,127 - INFO - [Train] step: 44299, loss_mpn: 0.019062, loss_rec: 0.100401, loss_semantic: 0.988358, loss_idmrf: 4.902908, loss_adv_gen: -157.775299, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:08:19,179 - INFO - [Train] step: 44399, loss_adv_disc: 5.725221, lr_disc: 0.000010
+2023-03-24 15:08:19,382 - INFO - [Train] step: 44399, loss_mpn: 0.025602, loss_rec: 0.038607, loss_semantic: 0.537147, loss_idmrf: 3.973775, loss_adv_gen: -100.028702, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:08:50,542 - INFO - [Train] step: 44499, loss_adv_disc: -1.400801, lr_disc: 0.000010
+2023-03-24 15:08:50,750 - INFO - [Train] step: 44499, loss_mpn: 0.028276, loss_rec: 0.022722, loss_semantic: 0.415954, loss_idmrf: 3.201842, loss_adv_gen: -101.989662, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:09:22,199 - INFO - [Train] step: 44599, loss_adv_disc: 1.046308, lr_disc: 0.000010
+2023-03-24 15:09:22,401 - INFO - [Train] step: 44599, loss_mpn: 0.019983, loss_rec: 0.104353, loss_semantic: 0.798292, loss_idmrf: 4.209874, loss_adv_gen: -159.554230, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:09:53,630 - INFO - [Train] step: 44699, loss_adv_disc: 1.091864, lr_disc: 0.000010
+2023-03-24 15:09:53,837 - INFO - [Train] step: 44699, loss_mpn: 0.021404, loss_rec: 0.053546, loss_semantic: 0.637607, loss_idmrf: 3.732424, loss_adv_gen: -168.438263, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:10:25,184 - INFO - [Train] step: 44799, loss_adv_disc: 1.502793, lr_disc: 0.000010
+2023-03-24 15:10:25,390 - INFO - [Train] step: 44799, loss_mpn: 0.016685, loss_rec: 0.027614, loss_semantic: 0.439470, loss_idmrf: 1.747294, loss_adv_gen: -176.456238, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:10:56,584 - INFO - [Train] step: 44899, loss_adv_disc: 1.976009, lr_disc: 0.000010
+2023-03-24 15:10:56,785 - INFO - [Train] step: 44899, loss_mpn: 0.015595, loss_rec: 0.051598, loss_semantic: 0.641905, loss_idmrf: 2.336143, loss_adv_gen: -194.842850, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:11:27,977 - INFO - [Train] step: 44999, loss_adv_disc: -9.159065, lr_disc: 0.000010
+2023-03-24 15:11:28,179 - INFO - [Train] step: 44999, loss_mpn: 0.017228, loss_rec: 0.065196, loss_semantic: 0.629221, loss_idmrf: 5.280022, loss_adv_gen: -132.189941, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:12:20,456 - INFO - [Eval] step: 44999, bce: 0.083079, psnr: 24.009119, ssim: 0.819354, lpips: 0.150040
+2023-03-24 15:12:55,400 - INFO - [Train] step: 45099, loss_adv_disc: 1.399135, lr_disc: 0.000010
+2023-03-24 15:12:55,606 - INFO - [Train] step: 45099, loss_mpn: 0.032401, loss_rec: 0.078380, loss_semantic: 0.808928, loss_idmrf: 4.929515, loss_adv_gen: -155.496124, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:13:27,743 - INFO - [Train] step: 45199, loss_adv_disc: 8.131241, lr_disc: 0.000010
+2023-03-24 15:13:27,944 - INFO - [Train] step: 45199, loss_mpn: 0.107409, loss_rec: 0.105476, loss_semantic: 1.218787, loss_idmrf: 4.401181, loss_adv_gen: -184.653961, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:13:59,270 - INFO - [Train] step: 45299, loss_adv_disc: 1.418648, lr_disc: 0.000010
+2023-03-24 15:13:59,476 - INFO - [Train] step: 45299, loss_mpn: 0.023435, loss_rec: 0.047276, loss_semantic: 0.535436, loss_idmrf: 2.886070, loss_adv_gen: -167.916016, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:14:30,391 - INFO - [Train] step: 45399, loss_adv_disc: 2.592933, lr_disc: 0.000010
+2023-03-24 15:14:30,594 - INFO - [Train] step: 45399, loss_mpn: 0.007088, loss_rec: 0.027493, loss_semantic: 0.353141, loss_idmrf: 0.882853, loss_adv_gen: -164.286819, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:15:01,301 - INFO - [Train] step: 45499, loss_adv_disc: 3.515759, lr_disc: 0.000010
+2023-03-24 15:15:01,506 - INFO - [Train] step: 45499, loss_mpn: 0.067759, loss_rec: 0.066801, loss_semantic: 0.736565, loss_idmrf: 4.699721, loss_adv_gen: -140.847122, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:15:32,971 - INFO - [Train] step: 45599, loss_adv_disc: 8.602049, lr_disc: 0.000010
+2023-03-24 15:15:33,172 - INFO - [Train] step: 45599, loss_mpn: 0.034184, loss_rec: 0.058201, loss_semantic: 0.637824, loss_idmrf: 1.726443, loss_adv_gen: -171.480759, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:16:04,276 - INFO - [Train] step: 45699, loss_adv_disc: -0.228693, lr_disc: 0.000010
+2023-03-24 15:16:04,489 - INFO - [Train] step: 45699, loss_mpn: 0.034067, loss_rec: 0.068524, loss_semantic: 0.717556, loss_idmrf: 4.863694, loss_adv_gen: -136.731949, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:16:35,556 - INFO - [Train] step: 45799, loss_adv_disc: -2.934474, lr_disc: 0.000010
+2023-03-24 15:16:35,756 - INFO - [Train] step: 45799, loss_mpn: 0.027085, loss_rec: 0.060193, loss_semantic: 0.724148, loss_idmrf: 4.295216, loss_adv_gen: -160.259552, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:17:06,977 - INFO - [Train] step: 45899, loss_adv_disc: 2.364308, lr_disc: 0.000010
+2023-03-24 15:17:07,192 - INFO - [Train] step: 45899, loss_mpn: 0.042098, loss_rec: 0.084634, loss_semantic: 0.867790, loss_idmrf: 3.309434, loss_adv_gen: -199.912415, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:17:38,291 - INFO - [Train] step: 45999, loss_adv_disc: 2.557600, lr_disc: 0.000010
+2023-03-24 15:17:38,496 - INFO - [Train] step: 45999, loss_mpn: 0.029019, loss_rec: 0.032939, loss_semantic: 0.445673, loss_idmrf: 1.475633, loss_adv_gen: -169.843933, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:18:31,247 - INFO - [Eval] step: 45999, bce: 0.085481, psnr: 24.174772, ssim: 0.825783, lpips: 0.147941
+2023-03-24 15:19:05,440 - INFO - [Train] step: 46099, loss_adv_disc: -10.734969, lr_disc: 0.000010
+2023-03-24 15:19:05,643 - INFO - [Train] step: 46099, loss_mpn: 0.045857, loss_rec: 0.071788, loss_semantic: 0.799300, loss_idmrf: 3.771164, loss_adv_gen: -168.529922, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:19:37,494 - INFO - [Train] step: 46199, loss_adv_disc: -3.874795, lr_disc: 0.000010
+2023-03-24 15:19:37,694 - INFO - [Train] step: 46199, loss_mpn: 0.042648, loss_rec: 0.066283, loss_semantic: 0.665759, loss_idmrf: 3.090419, loss_adv_gen: -181.779709, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:20:08,917 - INFO - [Train] step: 46299, loss_adv_disc: 0.303331, lr_disc: 0.000010
+2023-03-24 15:20:09,122 - INFO - [Train] step: 46299, loss_mpn: 0.067155, loss_rec: 0.151090, loss_semantic: 0.966304, loss_idmrf: 4.367690, loss_adv_gen: -163.513428, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:20:40,272 - INFO - [Train] step: 46399, loss_adv_disc: 2.852684, lr_disc: 0.000010
+2023-03-24 15:20:40,478 - INFO - [Train] step: 46399, loss_mpn: 0.055398, loss_rec: 0.072030, loss_semantic: 0.870041, loss_idmrf: 4.573618, loss_adv_gen: -207.333557, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:21:11,755 - INFO - [Train] step: 46499, loss_adv_disc: 2.504258, lr_disc: 0.000010
+2023-03-24 15:21:11,961 - INFO - [Train] step: 46499, loss_mpn: 0.022441, loss_rec: 0.056595, loss_semantic: 0.584743, loss_idmrf: 3.679848, loss_adv_gen: -114.041908, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:21:42,429 - INFO - [Train] step: 46599, loss_adv_disc: -1.340388, lr_disc: 0.000010
+2023-03-24 15:21:42,632 - INFO - [Train] step: 46599, loss_mpn: 0.017136, loss_rec: 0.085303, loss_semantic: 0.929303, loss_idmrf: 6.453595, loss_adv_gen: -138.244385, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:22:14,151 - INFO - [Train] step: 46699, loss_adv_disc: 0.028450, lr_disc: 0.000010
+2023-03-24 15:22:14,347 - INFO - [Train] step: 46699, loss_mpn: 0.027930, loss_rec: 0.056066, loss_semantic: 0.568478, loss_idmrf: 2.305092, loss_adv_gen: -190.219482, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:22:45,461 - INFO - [Train] step: 46799, loss_adv_disc: 4.485715, lr_disc: 0.000010
+2023-03-24 15:22:45,673 - INFO - [Train] step: 46799, loss_mpn: 0.031482, loss_rec: 0.097666, loss_semantic: 0.947881, loss_idmrf: 7.240220, loss_adv_gen: -146.752808, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:23:17,056 - INFO - [Train] step: 46899, loss_adv_disc: 0.519105, lr_disc: 0.000010
+2023-03-24 15:23:17,275 - INFO - [Train] step: 46899, loss_mpn: 0.019410, loss_rec: 0.049901, loss_semantic: 0.522514, loss_idmrf: 2.672985, loss_adv_gen: -133.005096, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:23:48,717 - INFO - [Train] step: 46999, loss_adv_disc: -5.315781, lr_disc: 0.000010
+2023-03-24 15:23:48,920 - INFO - [Train] step: 46999, loss_mpn: 0.020918, loss_rec: 0.117460, loss_semantic: 1.133017, loss_idmrf: 4.242859, loss_adv_gen: -154.356323, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:24:42,290 - INFO - [Eval] step: 46999, bce: 0.082708, psnr: 24.077345, ssim: 0.821296, lpips: 0.148437
+2023-03-24 15:25:16,191 - INFO - [Train] step: 47099, loss_adv_disc: 3.818658, lr_disc: 0.000010
+2023-03-24 15:25:16,397 - INFO - [Train] step: 47099, loss_mpn: 0.024103, loss_rec: 0.038681, loss_semantic: 0.498671, loss_idmrf: 1.097772, loss_adv_gen: -220.173355, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:25:48,161 - INFO - [Train] step: 47199, loss_adv_disc: -0.224508, lr_disc: 0.000010
+2023-03-24 15:25:48,364 - INFO - [Train] step: 47199, loss_mpn: 0.042183, loss_rec: 0.054504, loss_semantic: 0.684365, loss_idmrf: 2.755881, loss_adv_gen: -155.149033, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:26:18,901 - INFO - [Train] step: 47299, loss_adv_disc: -1.568189, lr_disc: 0.000010
+2023-03-24 15:26:19,103 - INFO - [Train] step: 47299, loss_mpn: 0.017897, loss_rec: 0.041758, loss_semantic: 0.586959, loss_idmrf: 4.628222, loss_adv_gen: -133.597137, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:26:50,367 - INFO - [Train] step: 47399, loss_adv_disc: -5.030484, lr_disc: 0.000010
+2023-03-24 15:26:50,568 - INFO - [Train] step: 47399, loss_mpn: 0.016355, loss_rec: 0.094650, loss_semantic: 0.871280, loss_idmrf: 4.314585, loss_adv_gen: -165.848129, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:27:21,675 - INFO - [Train] step: 47499, loss_adv_disc: -5.067271, lr_disc: 0.000010
+2023-03-24 15:27:21,882 - INFO - [Train] step: 47499, loss_mpn: 0.024016, loss_rec: 0.078144, loss_semantic: 0.884811, loss_idmrf: 3.834229, loss_adv_gen: -192.757431, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:27:52,648 - INFO - [Train] step: 47599, loss_adv_disc: -6.486790, lr_disc: 0.000010
+2023-03-24 15:27:52,848 - INFO - [Train] step: 47599, loss_mpn: 0.022593, loss_rec: 0.090437, loss_semantic: 0.886306, loss_idmrf: 4.608009, loss_adv_gen: -158.969559, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:28:23,842 - INFO - [Train] step: 47699, loss_adv_disc: -8.030413, lr_disc: 0.000010
+2023-03-24 15:28:24,046 - INFO - [Train] step: 47699, loss_mpn: 0.124763, loss_rec: 0.172311, loss_semantic: 1.263569, loss_idmrf: 9.193651, loss_adv_gen: -138.995972, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:28:55,042 - INFO - [Train] step: 47799, loss_adv_disc: 7.553362, lr_disc: 0.000010
+2023-03-24 15:28:55,253 - INFO - [Train] step: 47799, loss_mpn: 0.053104, loss_rec: 0.058134, loss_semantic: 0.840595, loss_idmrf: 4.369946, loss_adv_gen: -181.260315, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:29:26,537 - INFO - [Train] step: 47899, loss_adv_disc: -1.641519, lr_disc: 0.000010
+2023-03-24 15:29:26,740 - INFO - [Train] step: 47899, loss_mpn: 0.021705, loss_rec: 0.085623, loss_semantic: 0.848305, loss_idmrf: 4.491115, loss_adv_gen: -139.408356, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:29:57,703 - INFO - [Train] step: 47999, loss_adv_disc: -2.546732, lr_disc: 0.000010
+2023-03-24 15:29:57,912 - INFO - [Train] step: 47999, loss_mpn: 0.022051, loss_rec: 0.065391, loss_semantic: 0.687708, loss_idmrf: 2.434628, loss_adv_gen: -154.308502, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:30:49,433 - INFO - [Eval] step: 47999, bce: 0.085318, psnr: 24.181969, ssim: 0.823447, lpips: 0.147805
+2023-03-24 15:31:24,117 - INFO - [Train] step: 48099, loss_adv_disc: -4.323550, lr_disc: 0.000010
+2023-03-24 15:31:24,328 - INFO - [Train] step: 48099, loss_mpn: 0.019006, loss_rec: 0.055807, loss_semantic: 0.679093, loss_idmrf: 3.007862, loss_adv_gen: -139.089539, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:31:56,016 - INFO - [Train] step: 48199, loss_adv_disc: -2.343571, lr_disc: 0.000010
+2023-03-24 15:31:56,226 - INFO - [Train] step: 48199, loss_mpn: 0.042359, loss_rec: 0.068284, loss_semantic: 0.924243, loss_idmrf: 6.404538, loss_adv_gen: -133.338165, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:32:27,726 - INFO - [Train] step: 48299, loss_adv_disc: 6.433977, lr_disc: 0.000010
+2023-03-24 15:32:27,936 - INFO - [Train] step: 48299, loss_mpn: 0.057294, loss_rec: 0.038913, loss_semantic: 0.527354, loss_idmrf: 2.602485, loss_adv_gen: -171.920746, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:32:58,873 - INFO - [Train] step: 48399, loss_adv_disc: -5.576771, lr_disc: 0.000010
+2023-03-24 15:32:59,083 - INFO - [Train] step: 48399, loss_mpn: 0.033899, loss_rec: 0.081415, loss_semantic: 0.882238, loss_idmrf: 3.134101, loss_adv_gen: -199.362686, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:33:31,136 - INFO - [Train] step: 48499, loss_adv_disc: -8.359170, lr_disc: 0.000010
+2023-03-24 15:33:31,346 - INFO - [Train] step: 48499, loss_mpn: 0.025811, loss_rec: 0.107681, loss_semantic: 1.025266, loss_idmrf: 5.239903, loss_adv_gen: -165.666351, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:34:02,244 - INFO - [Train] step: 48599, loss_adv_disc: 2.778594, lr_disc: 0.000010
+2023-03-24 15:34:02,449 - INFO - [Train] step: 48599, loss_mpn: 0.049883, loss_rec: 0.078214, loss_semantic: 0.861437, loss_idmrf: 4.562665, loss_adv_gen: -171.413422, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:34:33,441 - INFO - [Train] step: 48699, loss_adv_disc: -0.508645, lr_disc: 0.000010
+2023-03-24 15:34:33,649 - INFO - [Train] step: 48699, loss_mpn: 0.037515, loss_rec: 0.069557, loss_semantic: 0.797664, loss_idmrf: 5.106166, loss_adv_gen: -167.156616, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:35:05,081 - INFO - [Train] step: 48799, loss_adv_disc: 1.801866, lr_disc: 0.000010
+2023-03-24 15:35:05,283 - INFO - [Train] step: 48799, loss_mpn: 0.038236, loss_rec: 0.034389, loss_semantic: 0.432093, loss_idmrf: 2.318130, loss_adv_gen: -158.111755, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:35:36,474 - INFO - [Train] step: 48899, loss_adv_disc: -14.733593, lr_disc: 0.000010
+2023-03-24 15:35:36,677 - INFO - [Train] step: 48899, loss_mpn: 0.024668, loss_rec: 0.144176, loss_semantic: 1.180504, loss_idmrf: 6.262152, loss_adv_gen: -138.843018, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:36:07,456 - INFO - [Train] step: 48999, loss_adv_disc: 0.630882, lr_disc: 0.000010
+2023-03-24 15:36:07,661 - INFO - [Train] step: 48999, loss_mpn: 0.015642, loss_rec: 0.078160, loss_semantic: 0.697388, loss_idmrf: 3.241955, loss_adv_gen: -136.771454, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:36:58,868 - INFO - [Eval] step: 48999, bce: 0.084101, psnr: 24.208544, ssim: 0.822390, lpips: 0.148998
+2023-03-24 15:37:32,729 - INFO - [Train] step: 49099, loss_adv_disc: 0.928084, lr_disc: 0.000010
+2023-03-24 15:37:32,937 - INFO - [Train] step: 49099, loss_mpn: 0.020080, loss_rec: 0.034481, loss_semantic: 0.493455, loss_idmrf: 2.755233, loss_adv_gen: -126.859291, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:38:04,949 - INFO - [Train] step: 49199, loss_adv_disc: 3.345965, lr_disc: 0.000010
+2023-03-24 15:38:05,152 - INFO - [Train] step: 49199, loss_mpn: 0.036983, loss_rec: 0.042289, loss_semantic: 0.529409, loss_idmrf: 1.359804, loss_adv_gen: -200.635147, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:38:36,470 - INFO - [Train] step: 49299, loss_adv_disc: -3.398909, lr_disc: 0.000010
+2023-03-24 15:38:36,673 - INFO - [Train] step: 49299, loss_mpn: 0.027681, loss_rec: 0.069597, loss_semantic: 0.796736, loss_idmrf: 4.271016, loss_adv_gen: -147.815643, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:39:07,646 - INFO - [Train] step: 49399, loss_adv_disc: 6.098488, lr_disc: 0.000010
+2023-03-24 15:39:07,845 - INFO - [Train] step: 49399, loss_mpn: 0.015342, loss_rec: 0.072035, loss_semantic: 0.628034, loss_idmrf: 3.640139, loss_adv_gen: -142.953552, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:39:39,071 - INFO - [Train] step: 49499, loss_adv_disc: 2.208963, lr_disc: 0.000010
+2023-03-24 15:39:39,301 - INFO - [Train] step: 49499, loss_mpn: 0.016652, loss_rec: 0.045361, loss_semantic: 0.496425, loss_idmrf: 1.356099, loss_adv_gen: -218.519882, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:40:10,351 - INFO - [Train] step: 49599, loss_adv_disc: -11.915230, lr_disc: 0.000010
+2023-03-24 15:40:10,575 - INFO - [Train] step: 49599, loss_mpn: 0.022574, loss_rec: 0.093547, loss_semantic: 0.994284, loss_idmrf: 4.926056, loss_adv_gen: -170.191406, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:40:41,635 - INFO - [Train] step: 49699, loss_adv_disc: -2.820610, lr_disc: 0.000010
+2023-03-24 15:40:41,855 - INFO - [Train] step: 49699, loss_mpn: 0.027801, loss_rec: 0.071760, loss_semantic: 0.826558, loss_idmrf: 4.029453, loss_adv_gen: -168.281357, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:41:12,954 - INFO - [Train] step: 49799, loss_adv_disc: -2.679485, lr_disc: 0.000010
+2023-03-24 15:41:13,169 - INFO - [Train] step: 49799, loss_mpn: 0.016887, loss_rec: 0.077199, loss_semantic: 0.788881, loss_idmrf: 2.697783, loss_adv_gen: -199.938889, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:41:44,773 - INFO - [Train] step: 49899, loss_adv_disc: -2.417162, lr_disc: 0.000010
+2023-03-24 15:41:44,980 - INFO - [Train] step: 49899, loss_mpn: 0.032629, loss_rec: 0.059031, loss_semantic: 0.664501, loss_idmrf: 4.961014, loss_adv_gen: -129.352570, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:42:16,341 - INFO - [Train] step: 49999, loss_adv_disc: 1.241773, lr_disc: 0.000010
+2023-03-24 15:42:16,540 - INFO - [Train] step: 49999, loss_mpn: 0.079195, loss_rec: 0.098098, loss_semantic: 0.807563, loss_idmrf: 3.460110, loss_adv_gen: -182.900085, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:43:09,324 - INFO - [Eval] step: 49999, bce: 0.086007, psnr: 24.114843, ssim: 0.823584, lpips: 0.149160
+2023-03-24 15:43:42,405 - INFO - [Train] step: 50099, loss_adv_disc: -1.108610, lr_disc: 0.000010
+2023-03-24 15:43:42,613 - INFO - [Train] step: 50099, loss_mpn: 0.049210, loss_rec: 0.105632, loss_semantic: 0.986291, loss_idmrf: 5.158632, loss_adv_gen: -192.485580, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:44:14,825 - INFO - [Train] step: 50199, loss_adv_disc: 6.317666, lr_disc: 0.000010
+2023-03-24 15:44:15,030 - INFO - [Train] step: 50199, loss_mpn: 0.045291, loss_rec: 0.038260, loss_semantic: 0.506786, loss_idmrf: 1.613480, loss_adv_gen: -204.686340, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:44:46,912 - INFO - [Train] step: 50299, loss_adv_disc: 1.939599, lr_disc: 0.000010
+2023-03-24 15:44:47,120 - INFO - [Train] step: 50299, loss_mpn: 0.018250, loss_rec: 0.042637, loss_semantic: 0.559654, loss_idmrf: 3.269647, loss_adv_gen: -171.135101, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:45:18,117 - INFO - [Train] step: 50399, loss_adv_disc: 0.609051, lr_disc: 0.000010
+2023-03-24 15:45:18,321 - INFO - [Train] step: 50399, loss_mpn: 0.367271, loss_rec: 0.154706, loss_semantic: 1.002512, loss_idmrf: 6.521291, loss_adv_gen: -192.002411, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:45:49,512 - INFO - [Train] step: 50499, loss_adv_disc: 3.406878, lr_disc: 0.000010
+2023-03-24 15:45:49,714 - INFO - [Train] step: 50499, loss_mpn: 0.023322, loss_rec: 0.080536, loss_semantic: 0.815599, loss_idmrf: 7.648286, loss_adv_gen: -143.556763, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:46:21,035 - INFO - [Train] step: 50599, loss_adv_disc: 0.216443, lr_disc: 0.000010
+2023-03-24 15:46:21,246 - INFO - [Train] step: 50599, loss_mpn: 0.037663, loss_rec: 0.047900, loss_semantic: 0.638058, loss_idmrf: 4.778961, loss_adv_gen: -145.162781, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:46:52,389 - INFO - [Train] step: 50699, loss_adv_disc: -4.545130, lr_disc: 0.000010
+2023-03-24 15:46:52,595 - INFO - [Train] step: 50699, loss_mpn: 0.184462, loss_rec: 0.114409, loss_semantic: 1.015829, loss_idmrf: 5.794860, loss_adv_gen: -161.776459, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:47:23,564 - INFO - [Train] step: 50799, loss_adv_disc: 0.988195, lr_disc: 0.000010
+2023-03-24 15:47:23,769 - INFO - [Train] step: 50799, loss_mpn: 0.058491, loss_rec: 0.087301, loss_semantic: 0.980324, loss_idmrf: 6.776812, loss_adv_gen: -193.182953, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:47:55,274 - INFO - [Train] step: 50899, loss_adv_disc: -2.023724, lr_disc: 0.000010
+2023-03-24 15:47:55,475 - INFO - [Train] step: 50899, loss_mpn: 0.027636, loss_rec: 0.082659, loss_semantic: 0.851315, loss_idmrf: 3.748974, loss_adv_gen: -168.678818, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:48:26,801 - INFO - [Train] step: 50999, loss_adv_disc: 0.085812, lr_disc: 0.000010
+2023-03-24 15:48:27,005 - INFO - [Train] step: 50999, loss_mpn: 0.019179, loss_rec: 0.040497, loss_semantic: 0.537972, loss_idmrf: 4.492089, loss_adv_gen: -130.962601, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:49:19,432 - INFO - [Eval] step: 50999, bce: 0.082135, psnr: 23.967901, ssim: 0.821011, lpips: 0.149513
+2023-03-24 15:49:53,312 - INFO - [Train] step: 51099, loss_adv_disc: -1.629700, lr_disc: 0.000010
+2023-03-24 15:49:53,518 - INFO - [Train] step: 51099, loss_mpn: 0.015321, loss_rec: 0.030748, loss_semantic: 0.508406, loss_idmrf: 2.632177, loss_adv_gen: -144.654663, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:50:24,694 - INFO - [Train] step: 51199, loss_adv_disc: -5.952819, lr_disc: 0.000010
+2023-03-24 15:50:24,903 - INFO - [Train] step: 51199, loss_mpn: 0.025785, loss_rec: 0.133062, loss_semantic: 1.183044, loss_idmrf: 4.675741, loss_adv_gen: -171.840820, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:50:57,490 - INFO - [Train] step: 51299, loss_adv_disc: -28.477962, lr_disc: 0.000010
+2023-03-24 15:50:57,705 - INFO - [Train] step: 51299, loss_mpn: 0.037538, loss_rec: 0.203867, loss_semantic: 1.351191, loss_idmrf: 7.285269, loss_adv_gen: -176.648132, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:51:29,314 - INFO - [Train] step: 51399, loss_adv_disc: -2.816883, lr_disc: 0.000010
+2023-03-24 15:51:29,525 - INFO - [Train] step: 51399, loss_mpn: 0.026658, loss_rec: 0.076837, loss_semantic: 0.811416, loss_idmrf: 3.912320, loss_adv_gen: -194.086502, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:52:00,393 - INFO - [Train] step: 51499, loss_adv_disc: 2.186226, lr_disc: 0.000010
+2023-03-24 15:52:00,602 - INFO - [Train] step: 51499, loss_mpn: 0.034035, loss_rec: 0.039367, loss_semantic: 0.602499, loss_idmrf: 1.907444, loss_adv_gen: -177.172150, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:52:32,050 - INFO - [Train] step: 51599, loss_adv_disc: -0.847955, lr_disc: 0.000010
+2023-03-24 15:52:32,258 - INFO - [Train] step: 51599, loss_mpn: 0.012180, loss_rec: 0.049523, loss_semantic: 0.553157, loss_idmrf: 3.077595, loss_adv_gen: -143.270325, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:53:03,833 - INFO - [Train] step: 51699, loss_adv_disc: -3.457776, lr_disc: 0.000010
+2023-03-24 15:53:04,032 - INFO - [Train] step: 51699, loss_mpn: 0.032250, loss_rec: 0.074095, loss_semantic: 0.910842, loss_idmrf: 4.485662, loss_adv_gen: -180.676910, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:53:35,362 - INFO - [Train] step: 51799, loss_adv_disc: 3.647925, lr_disc: 0.000010
+2023-03-24 15:53:35,572 - INFO - [Train] step: 51799, loss_mpn: 0.029027, loss_rec: 0.049526, loss_semantic: 0.595809, loss_idmrf: 1.802612, loss_adv_gen: -211.811584, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:54:07,203 - INFO - [Train] step: 51899, loss_adv_disc: 2.822892, lr_disc: 0.000010
+2023-03-24 15:54:07,414 - INFO - [Train] step: 51899, loss_mpn: 0.020366, loss_rec: 0.092056, loss_semantic: 0.784552, loss_idmrf: 3.451619, loss_adv_gen: -197.181458, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:54:39,194 - INFO - [Train] step: 51999, loss_adv_disc: -1.876679, lr_disc: 0.000010
+2023-03-24 15:54:39,407 - INFO - [Train] step: 51999, loss_mpn: 0.026454, loss_rec: 0.061021, loss_semantic: 0.626173, loss_idmrf: 2.174279, loss_adv_gen: -155.578903, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:55:32,078 - INFO - [Eval] step: 51999, bce: 0.084262, psnr: 24.084423, ssim: 0.823865, lpips: 0.148254
+2023-03-24 15:56:05,640 - INFO - [Train] step: 52099, loss_adv_disc: -4.057691, lr_disc: 0.000010
+2023-03-24 15:56:05,839 - INFO - [Train] step: 52099, loss_mpn: 0.011592, loss_rec: 0.068776, loss_semantic: 0.694963, loss_idmrf: 3.422556, loss_adv_gen: -162.538788, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:56:36,775 - INFO - [Train] step: 52199, loss_adv_disc: -4.979274, lr_disc: 0.000010
+2023-03-24 15:56:36,980 - INFO - [Train] step: 52199, loss_mpn: 0.020729, loss_rec: 0.054665, loss_semantic: 0.552161, loss_idmrf: 2.783043, loss_adv_gen: -159.892410, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:57:09,642 - INFO - [Train] step: 52299, loss_adv_disc: -0.456297, lr_disc: 0.000010
+2023-03-24 15:57:09,855 - INFO - [Train] step: 52299, loss_mpn: 0.031842, loss_rec: 0.071530, loss_semantic: 0.767716, loss_idmrf: 4.119967, loss_adv_gen: -188.997681, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:57:41,934 - INFO - [Train] step: 52399, loss_adv_disc: 0.383518, lr_disc: 0.000010
+2023-03-24 15:57:42,144 - INFO - [Train] step: 52399, loss_mpn: 0.017118, loss_rec: 0.044869, loss_semantic: 0.475838, loss_idmrf: 1.111334, loss_adv_gen: -178.776749, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:58:13,370 - INFO - [Train] step: 52499, loss_adv_disc: -9.148840, lr_disc: 0.000010
+2023-03-24 15:58:13,571 - INFO - [Train] step: 52499, loss_mpn: 0.032071, loss_rec: 0.108390, loss_semantic: 1.161932, loss_idmrf: 6.287305, loss_adv_gen: -133.663971, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:58:44,909 - INFO - [Train] step: 52599, loss_adv_disc: -6.587099, lr_disc: 0.000010
+2023-03-24 15:58:45,114 - INFO - [Train] step: 52599, loss_mpn: 0.026464, loss_rec: 0.088131, loss_semantic: 0.982353, loss_idmrf: 3.898598, loss_adv_gen: -165.862900, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:59:16,663 - INFO - [Train] step: 52699, loss_adv_disc: 2.827295, lr_disc: 0.000010
+2023-03-24 15:59:16,869 - INFO - [Train] step: 52699, loss_mpn: 0.015067, loss_rec: 0.040940, loss_semantic: 0.538117, loss_idmrf: 1.779866, loss_adv_gen: -217.338837, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 15:59:48,040 - INFO - [Train] step: 52799, loss_adv_disc: -0.352759, lr_disc: 0.000010
+2023-03-24 15:59:48,238 - INFO - [Train] step: 52799, loss_mpn: 0.007133, loss_rec: 0.035776, loss_semantic: 0.506047, loss_idmrf: 1.281849, loss_adv_gen: -192.007080, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:00:19,278 - INFO - [Train] step: 52899, loss_adv_disc: -2.802793, lr_disc: 0.000010
+2023-03-24 16:00:19,483 - INFO - [Train] step: 52899, loss_mpn: 0.017715, loss_rec: 0.044848, loss_semantic: 0.571523, loss_idmrf: 3.089073, loss_adv_gen: -113.935043, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:00:51,048 - INFO - [Train] step: 52999, loss_adv_disc: -3.291463, lr_disc: 0.000010
+2023-03-24 16:00:51,255 - INFO - [Train] step: 52999, loss_mpn: 0.071786, loss_rec: 0.106437, loss_semantic: 1.111468, loss_idmrf: 5.082188, loss_adv_gen: -187.615234, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:01:44,820 - INFO - [Eval] step: 52999, bce: 0.083458, psnr: 24.074495, ssim: 0.822397, lpips: 0.148937
+2023-03-24 16:02:18,035 - INFO - [Train] step: 53099, loss_adv_disc: -0.929162, lr_disc: 0.000010
+2023-03-24 16:02:18,237 - INFO - [Train] step: 53099, loss_mpn: 0.040586, loss_rec: 0.040130, loss_semantic: 0.482980, loss_idmrf: 3.912040, loss_adv_gen: -133.403519, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:02:49,742 - INFO - [Train] step: 53199, loss_adv_disc: 0.450406, lr_disc: 0.000010
+2023-03-24 16:02:49,947 - INFO - [Train] step: 53199, loss_mpn: 0.023499, loss_rec: 0.034278, loss_semantic: 0.464005, loss_idmrf: 3.145313, loss_adv_gen: -111.985535, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:03:21,305 - INFO - [Train] step: 53299, loss_adv_disc: 5.093126, lr_disc: 0.000010
+2023-03-24 16:03:21,506 - INFO - [Train] step: 53299, loss_mpn: 0.031928, loss_rec: 0.059640, loss_semantic: 0.699017, loss_idmrf: 3.152463, loss_adv_gen: -202.965363, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:03:52,975 - INFO - [Train] step: 53399, loss_adv_disc: 2.673801, lr_disc: 0.000010
+2023-03-24 16:03:53,182 - INFO - [Train] step: 53399, loss_mpn: 0.023612, loss_rec: 0.041680, loss_semantic: 0.580220, loss_idmrf: 2.500543, loss_adv_gen: -196.386017, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:04:23,544 - INFO - [Train] step: 53499, loss_adv_disc: 0.688156, lr_disc: 0.000010
+2023-03-24 16:04:23,747 - INFO - [Train] step: 53499, loss_mpn: 0.014233, loss_rec: 0.041194, loss_semantic: 0.568220, loss_idmrf: 1.709564, loss_adv_gen: -174.479523, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:04:54,903 - INFO - [Train] step: 53599, loss_adv_disc: -0.925665, lr_disc: 0.000010
+2023-03-24 16:04:55,109 - INFO - [Train] step: 53599, loss_mpn: 0.064287, loss_rec: 0.113771, loss_semantic: 1.108684, loss_idmrf: 5.652786, loss_adv_gen: -190.172302, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:05:25,862 - INFO - [Train] step: 53699, loss_adv_disc: -1.322371, lr_disc: 0.000010
+2023-03-24 16:05:26,074 - INFO - [Train] step: 53699, loss_mpn: 0.046029, loss_rec: 0.060140, loss_semantic: 0.687534, loss_idmrf: 3.823159, loss_adv_gen: -167.312363, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:05:57,535 - INFO - [Train] step: 53799, loss_adv_disc: 1.295541, lr_disc: 0.000010
+2023-03-24 16:05:57,744 - INFO - [Train] step: 53799, loss_mpn: 0.013347, loss_rec: 0.051830, loss_semantic: 0.683526, loss_idmrf: 2.685499, loss_adv_gen: -157.672791, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:06:28,292 - INFO - [Train] step: 53899, loss_adv_disc: 3.167356, lr_disc: 0.000010
+2023-03-24 16:06:28,493 - INFO - [Train] step: 53899, loss_mpn: 0.016543, loss_rec: 0.045763, loss_semantic: 0.580798, loss_idmrf: 2.755648, loss_adv_gen: -161.565933, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:06:59,325 - INFO - [Train] step: 53999, loss_adv_disc: -1.038881, lr_disc: 0.000010
+2023-03-24 16:06:59,531 - INFO - [Train] step: 53999, loss_mpn: 0.021371, loss_rec: 0.049590, loss_semantic: 0.621348, loss_idmrf: 2.916426, loss_adv_gen: -150.896622, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:07:52,172 - INFO - [Eval] step: 53999, bce: 0.085809, psnr: 24.082893, ssim: 0.821677, lpips: 0.148162
+2023-03-24 16:08:25,267 - INFO - [Train] step: 54099, loss_adv_disc: -6.924476, lr_disc: 0.000010
+2023-03-24 16:08:25,473 - INFO - [Train] step: 54099, loss_mpn: 0.019320, loss_rec: 0.124592, loss_semantic: 0.984928, loss_idmrf: 4.086329, loss_adv_gen: -186.281036, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:08:56,146 - INFO - [Train] step: 54199, loss_adv_disc: -5.351574, lr_disc: 0.000010
+2023-03-24 16:08:56,351 - INFO - [Train] step: 54199, loss_mpn: 0.035855, loss_rec: 0.063289, loss_semantic: 0.604640, loss_idmrf: 4.213995, loss_adv_gen: -135.196686, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:09:27,947 - INFO - [Train] step: 54299, loss_adv_disc: 1.885555, lr_disc: 0.000010
+2023-03-24 16:09:28,155 - INFO - [Train] step: 54299, loss_mpn: 0.012957, loss_rec: 0.057417, loss_semantic: 0.631151, loss_idmrf: 1.859833, loss_adv_gen: -175.457321, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:09:59,709 - INFO - [Train] step: 54399, loss_adv_disc: -0.277596, lr_disc: 0.000010
+2023-03-24 16:09:59,915 - INFO - [Train] step: 54399, loss_mpn: 0.029174, loss_rec: 0.053529, loss_semantic: 0.719931, loss_idmrf: 4.266049, loss_adv_gen: -168.320496, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:10:31,002 - INFO - [Train] step: 54499, loss_adv_disc: -1.393400, lr_disc: 0.000010
+2023-03-24 16:10:31,212 - INFO - [Train] step: 54499, loss_mpn: 0.034145, loss_rec: 0.070275, loss_semantic: 0.573264, loss_idmrf: 3.603334, loss_adv_gen: -139.018372, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:11:02,226 - INFO - [Train] step: 54599, loss_adv_disc: 2.828932, lr_disc: 0.000010
+2023-03-24 16:11:02,431 - INFO - [Train] step: 54599, loss_mpn: 0.015825, loss_rec: 0.022883, loss_semantic: 0.400719, loss_idmrf: 1.445443, loss_adv_gen: -132.131104, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:11:32,879 - INFO - [Train] step: 54699, loss_adv_disc: 14.719995, lr_disc: 0.000010
+2023-03-24 16:11:33,081 - INFO - [Train] step: 54699, loss_mpn: 0.130077, loss_rec: 0.120802, loss_semantic: 0.828059, loss_idmrf: 4.032042, loss_adv_gen: -191.777786, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:12:03,774 - INFO - [Train] step: 54799, loss_adv_disc: -1.138801, lr_disc: 0.000010
+2023-03-24 16:12:03,977 - INFO - [Train] step: 54799, loss_mpn: 0.019559, loss_rec: 0.019109, loss_semantic: 0.338369, loss_idmrf: 2.882046, loss_adv_gen: -145.865021, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:12:34,910 - INFO - [Train] step: 54899, loss_adv_disc: -1.841146, lr_disc: 0.000010
+2023-03-24 16:12:35,114 - INFO - [Train] step: 54899, loss_mpn: 0.034894, loss_rec: 0.053893, loss_semantic: 0.617266, loss_idmrf: 3.392475, loss_adv_gen: -123.420258, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:13:06,178 - INFO - [Train] step: 54999, loss_adv_disc: -10.982418, lr_disc: 0.000010
+2023-03-24 16:13:06,385 - INFO - [Train] step: 54999, loss_mpn: 0.020947, loss_rec: 0.094154, loss_semantic: 0.904581, loss_idmrf: 5.578330, loss_adv_gen: -137.171661, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:13:58,099 - INFO - [Eval] step: 54999, bce: 0.083145, psnr: 24.189911, ssim: 0.825090, lpips: 0.148085
+2023-03-24 16:14:31,816 - INFO - [Train] step: 55099, loss_adv_disc: 2.455092, lr_disc: 0.000010
+2023-03-24 16:14:32,014 - INFO - [Train] step: 55099, loss_mpn: 0.011167, loss_rec: 0.051136, loss_semantic: 0.630320, loss_idmrf: 3.749651, loss_adv_gen: -188.886108, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:15:03,255 - INFO - [Train] step: 55199, loss_adv_disc: 0.446371, lr_disc: 0.000010
+2023-03-24 16:15:03,460 - INFO - [Train] step: 55199, loss_mpn: 0.027311, loss_rec: 0.052192, loss_semantic: 0.558582, loss_idmrf: 2.075532, loss_adv_gen: -206.491730, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:15:34,176 - INFO - [Train] step: 55299, loss_adv_disc: -13.610460, lr_disc: 0.000010
+2023-03-24 16:15:34,380 - INFO - [Train] step: 55299, loss_mpn: 0.053849, loss_rec: 0.163168, loss_semantic: 1.161884, loss_idmrf: 5.726313, loss_adv_gen: -192.779953, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:16:06,065 - INFO - [Train] step: 55399, loss_adv_disc: -6.022917, lr_disc: 0.000010
+2023-03-24 16:16:06,273 - INFO - [Train] step: 55399, loss_mpn: 0.039201, loss_rec: 0.089271, loss_semantic: 1.012646, loss_idmrf: 5.178616, loss_adv_gen: -140.097565, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:16:37,854 - INFO - [Train] step: 55499, loss_adv_disc: -3.290529, lr_disc: 0.000010
+2023-03-24 16:16:38,060 - INFO - [Train] step: 55499, loss_mpn: 0.058098, loss_rec: 0.068708, loss_semantic: 0.754733, loss_idmrf: 3.777458, loss_adv_gen: -175.750000, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:17:08,692 - INFO - [Train] step: 55599, loss_adv_disc: 2.051152, lr_disc: 0.000010
+2023-03-24 16:17:08,893 - INFO - [Train] step: 55599, loss_mpn: 0.022793, loss_rec: 0.033268, loss_semantic: 0.529683, loss_idmrf: 4.110504, loss_adv_gen: -121.903847, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:17:40,244 - INFO - [Train] step: 55699, loss_adv_disc: -3.659248, lr_disc: 0.000010
+2023-03-24 16:17:40,447 - INFO - [Train] step: 55699, loss_mpn: 0.041435, loss_rec: 0.115618, loss_semantic: 1.133142, loss_idmrf: 5.757943, loss_adv_gen: -195.195923, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:18:11,628 - INFO - [Train] step: 55799, loss_adv_disc: 2.668494, lr_disc: 0.000010
+2023-03-24 16:18:11,833 - INFO - [Train] step: 55799, loss_mpn: 0.031897, loss_rec: 0.046973, loss_semantic: 0.634104, loss_idmrf: 2.732344, loss_adv_gen: -196.424011, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:18:43,189 - INFO - [Train] step: 55899, loss_adv_disc: 2.650389, lr_disc: 0.000010
+2023-03-24 16:18:43,416 - INFO - [Train] step: 55899, loss_mpn: 0.019847, loss_rec: 0.031129, loss_semantic: 0.443867, loss_idmrf: 1.454974, loss_adv_gen: -206.839935, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:19:13,896 - INFO - [Train] step: 55999, loss_adv_disc: 0.001175, lr_disc: 0.000010
+2023-03-24 16:19:14,101 - INFO - [Train] step: 55999, loss_mpn: 0.026613, loss_rec: 0.045586, loss_semantic: 0.582926, loss_idmrf: 2.376336, loss_adv_gen: -172.585571, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:20:06,713 - INFO - [Eval] step: 55999, bce: 0.082836, psnr: 24.166346, ssim: 0.824021, lpips: 0.147701
+2023-03-24 16:20:39,905 - INFO - [Train] step: 56099, loss_adv_disc: 2.448004, lr_disc: 0.000010
+2023-03-24 16:20:40,093 - INFO - [Train] step: 56099, loss_mpn: 0.039629, loss_rec: 0.059632, loss_semantic: 0.763766, loss_idmrf: 3.293492, loss_adv_gen: -164.145477, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:21:10,735 - INFO - [Train] step: 56199, loss_adv_disc: -1.613271, lr_disc: 0.000010
+2023-03-24 16:21:10,943 - INFO - [Train] step: 56199, loss_mpn: 0.033113, loss_rec: 0.047786, loss_semantic: 0.591904, loss_idmrf: 2.563530, loss_adv_gen: -187.712616, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:21:41,941 - INFO - [Train] step: 56299, loss_adv_disc: 7.940084, lr_disc: 0.000010
+2023-03-24 16:21:42,147 - INFO - [Train] step: 56299, loss_mpn: 0.073869, loss_rec: 0.057348, loss_semantic: 0.745061, loss_idmrf: 4.453511, loss_adv_gen: -187.645447, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:22:13,575 - INFO - [Train] step: 56399, loss_adv_disc: -1.395079, lr_disc: 0.000010
+2023-03-24 16:22:13,783 - INFO - [Train] step: 56399, loss_mpn: 0.019341, loss_rec: 0.058293, loss_semantic: 0.679074, loss_idmrf: 2.350302, loss_adv_gen: -190.908661, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:22:45,723 - INFO - [Train] step: 56499, loss_adv_disc: 0.403997, lr_disc: 0.000010
+2023-03-24 16:22:45,928 - INFO - [Train] step: 56499, loss_mpn: 0.037301, loss_rec: 0.061094, loss_semantic: 0.754549, loss_idmrf: 4.859879, loss_adv_gen: -174.299377, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:23:16,994 - INFO - [Train] step: 56599, loss_adv_disc: 1.357076, lr_disc: 0.000010
+2023-03-24 16:23:17,195 - INFO - [Train] step: 56599, loss_mpn: 0.042659, loss_rec: 0.046160, loss_semantic: 0.566325, loss_idmrf: 2.309666, loss_adv_gen: -162.074951, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:23:47,911 - INFO - [Train] step: 56699, loss_adv_disc: 0.329904, lr_disc: 0.000010
+2023-03-24 16:23:48,119 - INFO - [Train] step: 56699, loss_mpn: 0.036046, loss_rec: 0.101464, loss_semantic: 1.012485, loss_idmrf: 4.231458, loss_adv_gen: -188.779388, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:24:18,447 - INFO - [Train] step: 56799, loss_adv_disc: -11.491440, lr_disc: 0.000010
+2023-03-24 16:24:18,654 - INFO - [Train] step: 56799, loss_mpn: 0.030223, loss_rec: 0.121565, loss_semantic: 1.135404, loss_idmrf: 5.044445, loss_adv_gen: -166.538559, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:24:48,962 - INFO - [Train] step: 56899, loss_adv_disc: 3.095297, lr_disc: 0.000010
+2023-03-24 16:24:49,172 - INFO - [Train] step: 56899, loss_mpn: 0.016139, loss_rec: 0.030529, loss_semantic: 0.483151, loss_idmrf: 2.023385, loss_adv_gen: -196.990112, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:25:20,517 - INFO - [Train] step: 56999, loss_adv_disc: 2.528843, lr_disc: 0.000010
+2023-03-24 16:25:20,726 - INFO - [Train] step: 56999, loss_mpn: 0.020722, loss_rec: 0.051307, loss_semantic: 0.586510, loss_idmrf: 2.332878, loss_adv_gen: -183.250458, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:26:13,566 - INFO - [Eval] step: 56999, bce: 0.085752, psnr: 24.219862, ssim: 0.825484, lpips: 0.148029
+2023-03-24 16:26:47,282 - INFO - [Train] step: 57099, loss_adv_disc: 2.212427, lr_disc: 0.000010
+2023-03-24 16:26:47,490 - INFO - [Train] step: 57099, loss_mpn: 0.011926, loss_rec: 0.022274, loss_semantic: 0.313040, loss_idmrf: 1.453311, loss_adv_gen: -159.801254, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:27:18,157 - INFO - [Train] step: 57199, loss_adv_disc: -12.748167, lr_disc: 0.000010
+2023-03-24 16:27:18,358 - INFO - [Train] step: 57199, loss_mpn: 0.024364, loss_rec: 0.139504, loss_semantic: 1.384664, loss_idmrf: 4.385984, loss_adv_gen: -201.839005, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:27:49,178 - INFO - [Train] step: 57299, loss_adv_disc: 2.780434, lr_disc: 0.000010
+2023-03-24 16:27:49,381 - INFO - [Train] step: 57299, loss_mpn: 0.063751, loss_rec: 0.100313, loss_semantic: 0.804926, loss_idmrf: 4.219960, loss_adv_gen: -193.154266, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:28:20,878 - INFO - [Train] step: 57399, loss_adv_disc: 4.144138, lr_disc: 0.000010
+2023-03-24 16:28:21,083 - INFO - [Train] step: 57399, loss_mpn: 0.060059, loss_rec: 0.055345, loss_semantic: 0.668938, loss_idmrf: 3.890724, loss_adv_gen: -146.775269, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:28:52,857 - INFO - [Train] step: 57499, loss_adv_disc: 0.884535, lr_disc: 0.000010
+2023-03-24 16:28:53,063 - INFO - [Train] step: 57499, loss_mpn: 0.034869, loss_rec: 0.045898, loss_semantic: 0.551096, loss_idmrf: 2.271325, loss_adv_gen: -165.573029, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:29:24,448 - INFO - [Train] step: 57599, loss_adv_disc: -0.461833, lr_disc: 0.000010
+2023-03-24 16:29:24,652 - INFO - [Train] step: 57599, loss_mpn: 0.017129, loss_rec: 0.040128, loss_semantic: 0.486650, loss_idmrf: 2.804922, loss_adv_gen: -157.614258, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:29:55,743 - INFO - [Train] step: 57699, loss_adv_disc: 0.528278, lr_disc: 0.000010
+2023-03-24 16:29:55,947 - INFO - [Train] step: 57699, loss_mpn: 0.014365, loss_rec: 0.063023, loss_semantic: 0.699975, loss_idmrf: 3.998659, loss_adv_gen: -153.289093, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:30:26,812 - INFO - [Train] step: 57799, loss_adv_disc: 0.655296, lr_disc: 0.000010
+2023-03-24 16:30:27,012 - INFO - [Train] step: 57799, loss_mpn: 0.072666, loss_rec: 0.056763, loss_semantic: 0.805863, loss_idmrf: 8.225174, loss_adv_gen: -127.296417, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:30:57,765 - INFO - [Train] step: 57899, loss_adv_disc: 0.904290, lr_disc: 0.000010
+2023-03-24 16:30:57,977 - INFO - [Train] step: 57899, loss_mpn: 0.025755, loss_rec: 0.049085, loss_semantic: 0.688096, loss_idmrf: 3.226859, loss_adv_gen: -164.509109, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:31:28,926 - INFO - [Train] step: 57999, loss_adv_disc: 6.084431, lr_disc: 0.000010
+2023-03-24 16:31:29,132 - INFO - [Train] step: 57999, loss_mpn: 0.038585, loss_rec: 0.043756, loss_semantic: 0.571811, loss_idmrf: 1.803693, loss_adv_gen: -179.619873, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:32:21,618 - INFO - [Eval] step: 57999, bce: 0.083373, psnr: 24.054855, ssim: 0.821923, lpips: 0.147750
+2023-03-24 16:32:54,634 - INFO - [Train] step: 58099, loss_adv_disc: 2.258502, lr_disc: 0.000010
+2023-03-24 16:32:54,840 - INFO - [Train] step: 58099, loss_mpn: 0.013935, loss_rec: 0.029160, loss_semantic: 0.425603, loss_idmrf: 1.839098, loss_adv_gen: -202.170013, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:33:25,273 - INFO - [Train] step: 58199, loss_adv_disc: 1.364804, lr_disc: 0.000010
+2023-03-24 16:33:25,482 - INFO - [Train] step: 58199, loss_mpn: 0.052211, loss_rec: 0.057294, loss_semantic: 0.710522, loss_idmrf: 2.972155, loss_adv_gen: -197.849899, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:33:56,729 - INFO - [Train] step: 58299, loss_adv_disc: -0.172865, lr_disc: 0.000010
+2023-03-24 16:33:56,933 - INFO - [Train] step: 58299, loss_mpn: 0.019712, loss_rec: 0.062957, loss_semantic: 0.698374, loss_idmrf: 4.151495, loss_adv_gen: -146.138199, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:34:27,934 - INFO - [Train] step: 58399, loss_adv_disc: 3.232891, lr_disc: 0.000010
+2023-03-24 16:34:28,142 - INFO - [Train] step: 58399, loss_mpn: 0.046879, loss_rec: 0.051571, loss_semantic: 0.693186, loss_idmrf: 2.947906, loss_adv_gen: -158.786743, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:35:00,206 - INFO - [Train] step: 58499, loss_adv_disc: -4.344989, lr_disc: 0.000010
+2023-03-24 16:35:00,412 - INFO - [Train] step: 58499, loss_mpn: 0.017932, loss_rec: 0.064080, loss_semantic: 0.707361, loss_idmrf: 3.056312, loss_adv_gen: -207.516663, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:35:32,988 - INFO - [Train] step: 58599, loss_adv_disc: -7.456821, lr_disc: 0.000010
+2023-03-24 16:35:33,186 - INFO - [Train] step: 58599, loss_mpn: 0.035879, loss_rec: 0.104329, loss_semantic: 0.860878, loss_idmrf: 4.732216, loss_adv_gen: -169.285599, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:36:03,586 - INFO - [Train] step: 58699, loss_adv_disc: -3.945925, lr_disc: 0.000010
+2023-03-24 16:36:03,795 - INFO - [Train] step: 58699, loss_mpn: 0.016039, loss_rec: 0.055700, loss_semantic: 0.618540, loss_idmrf: 5.266768, loss_adv_gen: -124.814941, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:36:34,777 - INFO - [Train] step: 58799, loss_adv_disc: -14.683368, lr_disc: 0.000010
+2023-03-24 16:36:34,980 - INFO - [Train] step: 58799, loss_mpn: 0.008778, loss_rec: 0.116145, loss_semantic: 0.884794, loss_idmrf: 3.280137, loss_adv_gen: -192.538467, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:37:06,404 - INFO - [Train] step: 58899, loss_adv_disc: -1.835336, lr_disc: 0.000010
+2023-03-24 16:37:06,611 - INFO - [Train] step: 58899, loss_mpn: 0.019214, loss_rec: 0.152596, loss_semantic: 1.092200, loss_idmrf: 3.819100, loss_adv_gen: -189.652924, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:37:37,045 - INFO - [Train] step: 58999, loss_adv_disc: -8.803019, lr_disc: 0.000010
+2023-03-24 16:37:37,251 - INFO - [Train] step: 58999, loss_mpn: 0.017226, loss_rec: 0.106858, loss_semantic: 0.733147, loss_idmrf: 4.391852, loss_adv_gen: -116.759491, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:38:29,966 - INFO - [Eval] step: 58999, bce: 0.082528, psnr: 24.253664, ssim: 0.825552, lpips: 0.147598
+2023-03-24 16:39:03,418 - INFO - [Train] step: 59099, loss_adv_disc: -5.325967, lr_disc: 0.000010
+2023-03-24 16:39:03,621 - INFO - [Train] step: 59099, loss_mpn: 0.022059, loss_rec: 0.067046, loss_semantic: 0.772952, loss_idmrf: 7.921021, loss_adv_gen: -93.926308, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:39:34,315 - INFO - [Train] step: 59199, loss_adv_disc: -1.580254, lr_disc: 0.000010
+2023-03-24 16:39:34,522 - INFO - [Train] step: 59199, loss_mpn: 0.025661, loss_rec: 0.060199, loss_semantic: 0.715567, loss_idmrf: 3.068651, loss_adv_gen: -193.078339, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:40:05,913 - INFO - [Train] step: 59299, loss_adv_disc: -8.640155, lr_disc: 0.000010
+2023-03-24 16:40:06,121 - INFO - [Train] step: 59299, loss_mpn: 0.021720, loss_rec: 0.085292, loss_semantic: 0.894129, loss_idmrf: 4.453167, loss_adv_gen: -160.863007, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:40:36,826 - INFO - [Train] step: 59399, loss_adv_disc: 0.616445, lr_disc: 0.000010
+2023-03-24 16:40:37,034 - INFO - [Train] step: 59399, loss_mpn: 0.021446, loss_rec: 0.022466, loss_semantic: 0.356012, loss_idmrf: 0.921245, loss_adv_gen: -183.069214, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:41:08,436 - INFO - [Train] step: 59499, loss_adv_disc: -9.125313, lr_disc: 0.000010
+2023-03-24 16:41:08,656 - INFO - [Train] step: 59499, loss_mpn: 0.026619, loss_rec: 0.091270, loss_semantic: 0.998755, loss_idmrf: 4.721934, loss_adv_gen: -143.648193, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:41:41,283 - INFO - [Train] step: 59599, loss_adv_disc: 2.392536, lr_disc: 0.000010
+2023-03-24 16:41:41,488 - INFO - [Train] step: 59599, loss_mpn: 0.053989, loss_rec: 0.177038, loss_semantic: 1.292443, loss_idmrf: 7.315896, loss_adv_gen: -204.391388, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:42:12,444 - INFO - [Train] step: 59699, loss_adv_disc: -3.047867, lr_disc: 0.000010
+2023-03-24 16:42:12,655 - INFO - [Train] step: 59699, loss_mpn: 0.018103, loss_rec: 0.064290, loss_semantic: 0.737735, loss_idmrf: 7.521292, loss_adv_gen: -137.605484, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:42:43,476 - INFO - [Train] step: 59799, loss_adv_disc: -2.700463, lr_disc: 0.000010
+2023-03-24 16:42:43,683 - INFO - [Train] step: 59799, loss_mpn: 0.025783, loss_rec: 0.038643, loss_semantic: 0.584851, loss_idmrf: 3.167127, loss_adv_gen: -111.198456, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:43:14,469 - INFO - [Train] step: 59899, loss_adv_disc: -0.961358, lr_disc: 0.000010
+2023-03-24 16:43:14,673 - INFO - [Train] step: 59899, loss_mpn: 0.019696, loss_rec: 0.044787, loss_semantic: 0.526031, loss_idmrf: 3.047398, loss_adv_gen: -149.569412, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:43:45,373 - INFO - [Train] step: 59999, loss_adv_disc: -0.934512, lr_disc: 0.000010
+2023-03-24 16:43:45,580 - INFO - [Train] step: 59999, loss_mpn: 0.087298, loss_rec: 0.069969, loss_semantic: 0.878512, loss_idmrf: 4.509130, loss_adv_gen: -196.021378, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:44:38,855 - INFO - [Eval] step: 59999, bce: 0.083669, psnr: 24.123037, ssim: 0.822566, lpips: 0.148140
+2023-03-24 16:45:12,164 - INFO - [Train] step: 60099, loss_adv_disc: 3.092614, lr_disc: 0.000010
+2023-03-24 16:45:12,368 - INFO - [Train] step: 60099, loss_mpn: 0.015489, loss_rec: 0.037106, loss_semantic: 0.479315, loss_idmrf: 1.774116, loss_adv_gen: -210.760529, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:45:43,801 - INFO - [Train] step: 60199, loss_adv_disc: 3.782887, lr_disc: 0.000010
+2023-03-24 16:45:44,010 - INFO - [Train] step: 60199, loss_mpn: 0.162461, loss_rec: 0.129122, loss_semantic: 0.952447, loss_idmrf: 4.887914, loss_adv_gen: -178.669708, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:46:14,706 - INFO - [Train] step: 60299, loss_adv_disc: 4.441484, lr_disc: 0.000010
+2023-03-24 16:46:14,911 - INFO - [Train] step: 60299, loss_mpn: 0.040384, loss_rec: 0.053282, loss_semantic: 0.724296, loss_idmrf: 2.631160, loss_adv_gen: -199.052750, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:46:45,925 - INFO - [Train] step: 60399, loss_adv_disc: -5.062001, lr_disc: 0.000010
+2023-03-24 16:46:46,130 - INFO - [Train] step: 60399, loss_mpn: 0.018396, loss_rec: 0.088273, loss_semantic: 0.793169, loss_idmrf: 3.599262, loss_adv_gen: -158.245239, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:47:17,579 - INFO - [Train] step: 60499, loss_adv_disc: -0.773675, lr_disc: 0.000010
+2023-03-24 16:47:17,789 - INFO - [Train] step: 60499, loss_mpn: 0.027627, loss_rec: 0.043670, loss_semantic: 0.633424, loss_idmrf: 3.142033, loss_adv_gen: -134.968414, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:47:49,911 - INFO - [Train] step: 60599, loss_adv_disc: 2.332167, lr_disc: 0.000010
+2023-03-24 16:47:50,121 - INFO - [Train] step: 60599, loss_mpn: 0.042328, loss_rec: 0.061875, loss_semantic: 0.763872, loss_idmrf: 3.600197, loss_adv_gen: -163.022858, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:48:21,490 - INFO - [Train] step: 60699, loss_adv_disc: 4.349449, lr_disc: 0.000010
+2023-03-24 16:48:21,699 - INFO - [Train] step: 60699, loss_mpn: 0.058568, loss_rec: 0.040137, loss_semantic: 0.566464, loss_idmrf: 2.291029, loss_adv_gen: -145.423950, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:48:52,747 - INFO - [Train] step: 60799, loss_adv_disc: 4.114032, lr_disc: 0.000010
+2023-03-24 16:48:52,950 - INFO - [Train] step: 60799, loss_mpn: 0.024395, loss_rec: 0.054391, loss_semantic: 0.649799, loss_idmrf: 2.013535, loss_adv_gen: -214.693039, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:49:24,219 - INFO - [Train] step: 60899, loss_adv_disc: -3.508763, lr_disc: 0.000010
+2023-03-24 16:49:24,421 - INFO - [Train] step: 60899, loss_mpn: 0.029326, loss_rec: 0.105250, loss_semantic: 1.070489, loss_idmrf: 5.082764, loss_adv_gen: -149.267426, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:49:55,298 - INFO - [Train] step: 60999, loss_adv_disc: -1.683563, lr_disc: 0.000010
+2023-03-24 16:49:55,504 - INFO - [Train] step: 60999, loss_mpn: 0.023460, loss_rec: 0.068311, loss_semantic: 0.696838, loss_idmrf: 4.767097, loss_adv_gen: -146.351929, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:50:48,133 - INFO - [Eval] step: 60999, bce: 0.085292, psnr: 23.993097, ssim: 0.821037, lpips: 0.148975
+2023-03-24 16:51:21,857 - INFO - [Train] step: 61099, loss_adv_disc: -1.635520, lr_disc: 0.000010
+2023-03-24 16:51:22,058 - INFO - [Train] step: 61099, loss_mpn: 0.039753, loss_rec: 0.094561, loss_semantic: 0.897498, loss_idmrf: 5.627013, loss_adv_gen: -167.160904, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:51:52,799 - INFO - [Train] step: 61199, loss_adv_disc: -10.073508, lr_disc: 0.000010
+2023-03-24 16:51:53,003 - INFO - [Train] step: 61199, loss_mpn: 0.050760, loss_rec: 0.110837, loss_semantic: 1.068740, loss_idmrf: 3.693217, loss_adv_gen: -212.192139, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:52:24,138 - INFO - [Train] step: 61299, loss_adv_disc: -1.404556, lr_disc: 0.000010
+2023-03-24 16:52:24,342 - INFO - [Train] step: 61299, loss_mpn: 0.034700, loss_rec: 0.052189, loss_semantic: 0.655824, loss_idmrf: 2.747551, loss_adv_gen: -148.323334, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:52:55,100 - INFO - [Train] step: 61399, loss_adv_disc: -1.530709, lr_disc: 0.000010
+2023-03-24 16:52:55,309 - INFO - [Train] step: 61399, loss_mpn: 0.032652, loss_rec: 0.085730, loss_semantic: 0.968070, loss_idmrf: 4.722117, loss_adv_gen: -191.596191, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:53:26,386 - INFO - [Train] step: 61499, loss_adv_disc: 1.156068, lr_disc: 0.000010
+2023-03-24 16:53:26,590 - INFO - [Train] step: 61499, loss_mpn: 0.019906, loss_rec: 0.034725, loss_semantic: 0.497825, loss_idmrf: 1.017051, loss_adv_gen: -208.269852, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:53:58,596 - INFO - [Train] step: 61599, loss_adv_disc: -7.836511, lr_disc: 0.000010
+2023-03-24 16:53:58,805 - INFO - [Train] step: 61599, loss_mpn: 0.045889, loss_rec: 0.107479, loss_semantic: 0.989876, loss_idmrf: 4.081346, loss_adv_gen: -214.418228, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:54:30,394 - INFO - [Train] step: 61699, loss_adv_disc: -7.302862, lr_disc: 0.000010
+2023-03-24 16:54:30,595 - INFO - [Train] step: 61699, loss_mpn: 0.044502, loss_rec: 0.087425, loss_semantic: 0.988272, loss_idmrf: 8.332973, loss_adv_gen: -159.878387, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:55:01,437 - INFO - [Train] step: 61799, loss_adv_disc: -1.513077, lr_disc: 0.000010
+2023-03-24 16:55:01,646 - INFO - [Train] step: 61799, loss_mpn: 0.033527, loss_rec: 0.075544, loss_semantic: 0.798552, loss_idmrf: 2.305172, loss_adv_gen: -182.916260, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:55:32,300 - INFO - [Train] step: 61899, loss_adv_disc: 0.694867, lr_disc: 0.000010
+2023-03-24 16:55:32,506 - INFO - [Train] step: 61899, loss_mpn: 0.071868, loss_rec: 0.125143, loss_semantic: 0.977373, loss_idmrf: 6.338298, loss_adv_gen: -155.943604, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:56:03,814 - INFO - [Train] step: 61999, loss_adv_disc: -3.089368, lr_disc: 0.000010
+2023-03-24 16:56:04,016 - INFO - [Train] step: 61999, loss_mpn: 0.032535, loss_rec: 0.093543, loss_semantic: 0.982447, loss_idmrf: 3.346035, loss_adv_gen: -204.584839, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:56:56,774 - INFO - [Eval] step: 61999, bce: 0.089186, psnr: 24.063211, ssim: 0.821437, lpips: 0.149049
+2023-03-24 16:57:30,717 - INFO - [Train] step: 62099, loss_adv_disc: 6.458146, lr_disc: 0.000010
+2023-03-24 16:57:30,921 - INFO - [Train] step: 62099, loss_mpn: 0.032612, loss_rec: 0.057250, loss_semantic: 0.705608, loss_idmrf: 2.425225, loss_adv_gen: -198.269669, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:58:01,720 - INFO - [Train] step: 62199, loss_adv_disc: -13.522231, lr_disc: 0.000010
+2023-03-24 16:58:01,923 - INFO - [Train] step: 62199, loss_mpn: 0.031977, loss_rec: 0.138375, loss_semantic: 1.202038, loss_idmrf: 4.377624, loss_adv_gen: -212.001785, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:58:32,883 - INFO - [Train] step: 62299, loss_adv_disc: 1.947273, lr_disc: 0.000010
+2023-03-24 16:58:33,088 - INFO - [Train] step: 62299, loss_mpn: 0.016264, loss_rec: 0.063126, loss_semantic: 0.712337, loss_idmrf: 2.079021, loss_adv_gen: -190.089554, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:59:04,355 - INFO - [Train] step: 62399, loss_adv_disc: -0.289653, lr_disc: 0.000010
+2023-03-24 16:59:04,564 - INFO - [Train] step: 62399, loss_mpn: 0.023963, loss_rec: 0.045963, loss_semantic: 0.574514, loss_idmrf: 3.008004, loss_adv_gen: -194.111588, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 16:59:35,474 - INFO - [Train] step: 62499, loss_adv_disc: 5.787631, lr_disc: 0.000010
+2023-03-24 16:59:35,679 - INFO - [Train] step: 62499, loss_mpn: 0.035039, loss_rec: 0.051884, loss_semantic: 0.589169, loss_idmrf: 1.871054, loss_adv_gen: -206.425049, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:00:07,107 - INFO - [Train] step: 62599, loss_adv_disc: -3.663212, lr_disc: 0.000010
+2023-03-24 17:00:07,310 - INFO - [Train] step: 62599, loss_mpn: 0.044787, loss_rec: 0.108327, loss_semantic: 1.105653, loss_idmrf: 4.430294, loss_adv_gen: -192.711945, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:00:39,760 - INFO - [Train] step: 62699, loss_adv_disc: 4.784042, lr_disc: 0.000010
+2023-03-24 17:00:39,968 - INFO - [Train] step: 62699, loss_mpn: 0.015883, loss_rec: 0.031491, loss_semantic: 0.380563, loss_idmrf: 0.481016, loss_adv_gen: -206.308441, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:01:11,284 - INFO - [Train] step: 62799, loss_adv_disc: 0.361839, lr_disc: 0.000010
+2023-03-24 17:01:11,495 - INFO - [Train] step: 62799, loss_mpn: 0.062086, loss_rec: 0.116598, loss_semantic: 1.162275, loss_idmrf: 4.757539, loss_adv_gen: -188.947510, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:01:42,059 - INFO - [Train] step: 62899, loss_adv_disc: 1.504911, lr_disc: 0.000010
+2023-03-24 17:01:42,264 - INFO - [Train] step: 62899, loss_mpn: 0.026181, loss_rec: 0.031874, loss_semantic: 0.590754, loss_idmrf: 2.896934, loss_adv_gen: -121.522072, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:02:13,155 - INFO - [Train] step: 62999, loss_adv_disc: 2.361448, lr_disc: 0.000010
+2023-03-24 17:02:13,362 - INFO - [Train] step: 62999, loss_mpn: 0.018364, loss_rec: 0.026187, loss_semantic: 0.406098, loss_idmrf: 1.091420, loss_adv_gen: -161.071564, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:03:06,086 - INFO - [Eval] step: 62999, bce: 0.087759, psnr: 24.112911, ssim: 0.824177, lpips: 0.149037
+2023-03-24 17:03:39,659 - INFO - [Train] step: 63099, loss_adv_disc: -5.758955, lr_disc: 0.000010
+2023-03-24 17:03:39,866 - INFO - [Train] step: 63099, loss_mpn: 0.052723, loss_rec: 0.150711, loss_semantic: 1.184205, loss_idmrf: 5.476706, loss_adv_gen: -167.331421, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:04:10,732 - INFO - [Train] step: 63199, loss_adv_disc: 1.660095, lr_disc: 0.000010
+2023-03-24 17:04:10,936 - INFO - [Train] step: 63199, loss_mpn: 0.054984, loss_rec: 0.060357, loss_semantic: 0.659725, loss_idmrf: 2.559268, loss_adv_gen: -164.682770, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:04:41,561 - INFO - [Train] step: 63299, loss_adv_disc: -0.459175, lr_disc: 0.000010
+2023-03-24 17:04:41,764 - INFO - [Train] step: 63299, loss_mpn: 0.026529, loss_rec: 0.057489, loss_semantic: 0.715100, loss_idmrf: 2.693141, loss_adv_gen: -180.027405, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:05:13,026 - INFO - [Train] step: 63399, loss_adv_disc: -3.260122, lr_disc: 0.000010
+2023-03-24 17:05:13,232 - INFO - [Train] step: 63399, loss_mpn: 0.028969, loss_rec: 0.087339, loss_semantic: 0.807902, loss_idmrf: 3.958814, loss_adv_gen: -185.023773, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:05:43,967 - INFO - [Train] step: 63499, loss_adv_disc: -10.897417, lr_disc: 0.000010
+2023-03-24 17:05:44,176 - INFO - [Train] step: 63499, loss_mpn: 0.036309, loss_rec: 0.125003, loss_semantic: 1.143654, loss_idmrf: 4.794053, loss_adv_gen: -180.912445, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:06:15,589 - INFO - [Train] step: 63599, loss_adv_disc: -11.045092, lr_disc: 0.000010
+2023-03-24 17:06:15,798 - INFO - [Train] step: 63599, loss_mpn: 0.020649, loss_rec: 0.191522, loss_semantic: 1.348524, loss_idmrf: 6.446612, loss_adv_gen: -144.814102, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:06:47,675 - INFO - [Train] step: 63699, loss_adv_disc: 1.507142, lr_disc: 0.000010
+2023-03-24 17:06:47,896 - INFO - [Train] step: 63699, loss_mpn: 0.032657, loss_rec: 0.073497, loss_semantic: 0.806724, loss_idmrf: 3.139173, loss_adv_gen: -180.912689, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:07:18,876 - INFO - [Train] step: 63799, loss_adv_disc: 4.387734, lr_disc: 0.000010
+2023-03-24 17:07:19,079 - INFO - [Train] step: 63799, loss_mpn: 0.028343, loss_rec: 0.052878, loss_semantic: 0.668503, loss_idmrf: 2.355874, loss_adv_gen: -234.915070, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:07:49,897 - INFO - [Train] step: 63899, loss_adv_disc: -11.163754, lr_disc: 0.000010
+2023-03-24 17:07:50,105 - INFO - [Train] step: 63899, loss_mpn: 0.052595, loss_rec: 0.143595, loss_semantic: 1.016431, loss_idmrf: 5.696541, loss_adv_gen: -182.746933, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:08:20,950 - INFO - [Train] step: 63999, loss_adv_disc: -0.097556, lr_disc: 0.000010
+2023-03-24 17:08:21,159 - INFO - [Train] step: 63999, loss_mpn: 0.039083, loss_rec: 0.041135, loss_semantic: 0.562167, loss_idmrf: 3.071672, loss_adv_gen: -151.374496, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:09:13,794 - INFO - [Eval] step: 63999, bce: 0.080817, psnr: 24.244488, ssim: 0.826007, lpips: 0.147549
+2023-03-24 17:09:46,860 - INFO - [Train] step: 64099, loss_adv_disc: -0.784449, lr_disc: 0.000010
+2023-03-24 17:09:47,062 - INFO - [Train] step: 64099, loss_mpn: 0.057701, loss_rec: 0.090218, loss_semantic: 1.064262, loss_idmrf: 4.197851, loss_adv_gen: -210.134598, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:10:18,137 - INFO - [Train] step: 64199, loss_adv_disc: -6.856441, lr_disc: 0.000010
+2023-03-24 17:10:18,348 - INFO - [Train] step: 64199, loss_mpn: 0.012800, loss_rec: 0.087687, loss_semantic: 0.712611, loss_idmrf: 3.824613, loss_adv_gen: -163.822571, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:10:49,727 - INFO - [Train] step: 64299, loss_adv_disc: 3.245516, lr_disc: 0.000010
+2023-03-24 17:10:49,930 - INFO - [Train] step: 64299, loss_mpn: 0.048586, loss_rec: 0.035564, loss_semantic: 0.551857, loss_idmrf: 5.925573, loss_adv_gen: -106.523483, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:11:20,836 - INFO - [Train] step: 64399, loss_adv_disc: -1.216057, lr_disc: 0.000010
+2023-03-24 17:11:21,038 - INFO - [Train] step: 64399, loss_mpn: 0.018141, loss_rec: 0.033718, loss_semantic: 0.412141, loss_idmrf: 3.478896, loss_adv_gen: -136.126068, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:11:51,899 - INFO - [Train] step: 64499, loss_adv_disc: 2.564552, lr_disc: 0.000010
+2023-03-24 17:11:52,103 - INFO - [Train] step: 64499, loss_mpn: 0.025871, loss_rec: 0.061575, loss_semantic: 0.854568, loss_idmrf: 3.695201, loss_adv_gen: -192.775909, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:12:23,211 - INFO - [Train] step: 64599, loss_adv_disc: -18.984558, lr_disc: 0.000010
+2023-03-24 17:12:23,413 - INFO - [Train] step: 64599, loss_mpn: 0.016736, loss_rec: 0.126448, loss_semantic: 1.025160, loss_idmrf: 7.112609, loss_adv_gen: -97.820160, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:12:55,168 - INFO - [Train] step: 64699, loss_adv_disc: -1.991797, lr_disc: 0.000010
+2023-03-24 17:12:55,382 - INFO - [Train] step: 64699, loss_mpn: 0.030700, loss_rec: 0.042198, loss_semantic: 0.618890, loss_idmrf: 4.043802, loss_adv_gen: -128.364258, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:13:27,116 - INFO - [Train] step: 64799, loss_adv_disc: 1.979815, lr_disc: 0.000010
+2023-03-24 17:13:27,325 - INFO - [Train] step: 64799, loss_mpn: 0.071591, loss_rec: 0.046495, loss_semantic: 0.630567, loss_idmrf: 3.124753, loss_adv_gen: -164.197662, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:13:58,776 - INFO - [Train] step: 64899, loss_adv_disc: 3.366008, lr_disc: 0.000010
+2023-03-24 17:13:58,978 - INFO - [Train] step: 64899, loss_mpn: 0.033653, loss_rec: 0.058914, loss_semantic: 0.716945, loss_idmrf: 3.431569, loss_adv_gen: -167.742950, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:14:29,890 - INFO - [Train] step: 64999, loss_adv_disc: -5.456891, lr_disc: 0.000010
+2023-03-24 17:14:30,099 - INFO - [Train] step: 64999, loss_mpn: 0.074720, loss_rec: 0.094581, loss_semantic: 1.049006, loss_idmrf: 4.241631, loss_adv_gen: -195.420105, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:15:23,646 - INFO - [Eval] step: 64999, bce: 0.083521, psnr: 24.404428, ssim: 0.826857, lpips: 0.146288
+2023-03-24 17:15:57,082 - INFO - [Train] step: 65099, loss_adv_disc: 3.447181, lr_disc: 0.000010
+2023-03-24 17:15:57,287 - INFO - [Train] step: 65099, loss_mpn: 0.017553, loss_rec: 0.024823, loss_semantic: 0.353701, loss_idmrf: 1.472745, loss_adv_gen: -189.473343, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:16:28,392 - INFO - [Train] step: 65199, loss_adv_disc: -6.741496, lr_disc: 0.000010
+2023-03-24 17:16:28,602 - INFO - [Train] step: 65199, loss_mpn: 0.011219, loss_rec: 0.038277, loss_semantic: 0.438087, loss_idmrf: 2.735143, loss_adv_gen: -105.520691, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:16:59,551 - INFO - [Train] step: 65299, loss_adv_disc: -9.519764, lr_disc: 0.000010
+2023-03-24 17:16:59,762 - INFO - [Train] step: 65299, loss_mpn: 0.009316, loss_rec: 0.087033, loss_semantic: 0.824473, loss_idmrf: 3.232424, loss_adv_gen: -172.265060, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:17:30,522 - INFO - [Train] step: 65399, loss_adv_disc: 5.745409, lr_disc: 0.000010
+2023-03-24 17:17:30,723 - INFO - [Train] step: 65399, loss_mpn: 0.027290, loss_rec: 0.094811, loss_semantic: 1.078909, loss_idmrf: 6.476842, loss_adv_gen: -119.524849, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:18:01,394 - INFO - [Train] step: 65499, loss_adv_disc: 1.133971, lr_disc: 0.000010
+2023-03-24 17:18:01,599 - INFO - [Train] step: 65499, loss_mpn: 0.014763, loss_rec: 0.019859, loss_semantic: 0.319067, loss_idmrf: 1.108194, loss_adv_gen: -106.844444, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:18:32,625 - INFO - [Train] step: 65599, loss_adv_disc: -1.356407, lr_disc: 0.000010
+2023-03-24 17:18:32,828 - INFO - [Train] step: 65599, loss_mpn: 0.041186, loss_rec: 0.079277, loss_semantic: 0.832317, loss_idmrf: 8.895584, loss_adv_gen: -123.323090, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:19:03,896 - INFO - [Train] step: 65699, loss_adv_disc: -5.596813, lr_disc: 0.000010
+2023-03-24 17:19:04,100 - INFO - [Train] step: 65699, loss_mpn: 0.023388, loss_rec: 0.082208, loss_semantic: 0.942962, loss_idmrf: 4.316655, loss_adv_gen: -108.478134, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:19:36,195 - INFO - [Train] step: 65799, loss_adv_disc: 1.494696, lr_disc: 0.000010
+2023-03-24 17:19:36,399 - INFO - [Train] step: 65799, loss_mpn: 0.019921, loss_rec: 0.066129, loss_semantic: 0.724034, loss_idmrf: 3.671312, loss_adv_gen: -177.933258, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:20:08,395 - INFO - [Train] step: 65899, loss_adv_disc: 1.059762, lr_disc: 0.000010
+2023-03-24 17:20:08,602 - INFO - [Train] step: 65899, loss_mpn: 0.010511, loss_rec: 0.042570, loss_semantic: 0.541298, loss_idmrf: 2.446923, loss_adv_gen: -178.428741, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:20:39,588 - INFO - [Train] step: 65999, loss_adv_disc: 2.508170, lr_disc: 0.000010
+2023-03-24 17:20:39,793 - INFO - [Train] step: 65999, loss_mpn: 0.043120, loss_rec: 0.070628, loss_semantic: 0.880960, loss_idmrf: 4.120990, loss_adv_gen: -186.393829, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:21:33,274 - INFO - [Eval] step: 65999, bce: 0.083164, psnr: 24.181625, ssim: 0.825364, lpips: 0.146747
+2023-03-24 17:22:06,440 - INFO - [Train] step: 66099, loss_adv_disc: -3.321254, lr_disc: 0.000010
+2023-03-24 17:22:06,639 - INFO - [Train] step: 66099, loss_mpn: 0.010089, loss_rec: 0.086957, loss_semantic: 0.736520, loss_idmrf: 2.379341, loss_adv_gen: -217.845001, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:22:37,435 - INFO - [Train] step: 66199, loss_adv_disc: 1.761597, lr_disc: 0.000010
+2023-03-24 17:22:37,644 - INFO - [Train] step: 66199, loss_mpn: 0.033033, loss_rec: 0.067181, loss_semantic: 0.801369, loss_idmrf: 3.036459, loss_adv_gen: -186.674698, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:23:08,754 - INFO - [Train] step: 66299, loss_adv_disc: 4.280151, lr_disc: 0.000010
+2023-03-24 17:23:08,961 - INFO - [Train] step: 66299, loss_mpn: 0.025576, loss_rec: 0.054197, loss_semantic: 0.652755, loss_idmrf: 6.880319, loss_adv_gen: -135.789703, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:23:40,051 - INFO - [Train] step: 66399, loss_adv_disc: 2.889745, lr_disc: 0.000010
+2023-03-24 17:23:40,259 - INFO - [Train] step: 66399, loss_mpn: 0.013348, loss_rec: 0.075981, loss_semantic: 0.676011, loss_idmrf: 4.247983, loss_adv_gen: -149.275650, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:24:11,208 - INFO - [Train] step: 66499, loss_adv_disc: -1.890496, lr_disc: 0.000010
+2023-03-24 17:24:11,418 - INFO - [Train] step: 66499, loss_mpn: 0.017798, loss_rec: 0.127229, loss_semantic: 1.050744, loss_idmrf: 5.174391, loss_adv_gen: -182.629730, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:24:42,726 - INFO - [Train] step: 66599, loss_adv_disc: -1.357018, lr_disc: 0.000010
+2023-03-24 17:24:42,930 - INFO - [Train] step: 66599, loss_mpn: 0.041799, loss_rec: 0.054544, loss_semantic: 0.658728, loss_idmrf: 5.873953, loss_adv_gen: -136.080170, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:25:13,497 - INFO - [Train] step: 66699, loss_adv_disc: -16.675289, lr_disc: 0.000010
+2023-03-24 17:25:13,705 - INFO - [Train] step: 66699, loss_mpn: 0.035095, loss_rec: 0.161465, loss_semantic: 1.216115, loss_idmrf: 6.289068, loss_adv_gen: -170.795914, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:25:45,778 - INFO - [Train] step: 66799, loss_adv_disc: 2.095724, lr_disc: 0.000010
+2023-03-24 17:25:45,977 - INFO - [Train] step: 66799, loss_mpn: 0.019863, loss_rec: 0.045679, loss_semantic: 0.563087, loss_idmrf: 1.910869, loss_adv_gen: -139.707581, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:26:17,860 - INFO - [Train] step: 66899, loss_adv_disc: -5.629267, lr_disc: 0.000010
+2023-03-24 17:26:18,063 - INFO - [Train] step: 66899, loss_mpn: 0.018854, loss_rec: 0.165642, loss_semantic: 1.244860, loss_idmrf: 5.782676, loss_adv_gen: -194.101227, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:26:48,927 - INFO - [Train] step: 66999, loss_adv_disc: -5.290535, lr_disc: 0.000010
+2023-03-24 17:26:49,133 - INFO - [Train] step: 66999, loss_mpn: 0.013618, loss_rec: 0.116738, loss_semantic: 0.948100, loss_idmrf: 7.483963, loss_adv_gen: -143.443512, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:27:42,320 - INFO - [Eval] step: 66999, bce: 0.083147, psnr: 24.114397, ssim: 0.823474, lpips: 0.147820
+2023-03-24 17:28:15,884 - INFO - [Train] step: 67099, loss_adv_disc: 4.033640, lr_disc: 0.000010
+2023-03-24 17:28:16,088 - INFO - [Train] step: 67099, loss_mpn: 0.020400, loss_rec: 0.049169, loss_semantic: 0.589158, loss_idmrf: 2.621438, loss_adv_gen: -194.106995, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:28:46,821 - INFO - [Train] step: 67199, loss_adv_disc: 1.369019, lr_disc: 0.000010
+2023-03-24 17:28:47,023 - INFO - [Train] step: 67199, loss_mpn: 0.024546, loss_rec: 0.051866, loss_semantic: 0.673428, loss_idmrf: 4.378671, loss_adv_gen: -176.896729, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:29:17,876 - INFO - [Train] step: 67299, loss_adv_disc: -3.212507, lr_disc: 0.000010
+2023-03-24 17:29:18,085 - INFO - [Train] step: 67299, loss_mpn: 0.017680, loss_rec: 0.096220, loss_semantic: 0.884384, loss_idmrf: 4.101058, loss_adv_gen: -97.344086, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:29:49,149 - INFO - [Train] step: 67399, loss_adv_disc: -0.368688, lr_disc: 0.000010
+2023-03-24 17:29:49,352 - INFO - [Train] step: 67399, loss_mpn: 0.021646, loss_rec: 0.026674, loss_semantic: 0.495576, loss_idmrf: 2.384319, loss_adv_gen: -139.065369, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:30:20,073 - INFO - [Train] step: 67499, loss_adv_disc: 4.742332, lr_disc: 0.000010
+2023-03-24 17:30:20,283 - INFO - [Train] step: 67499, loss_mpn: 0.010983, loss_rec: 0.034795, loss_semantic: 0.441994, loss_idmrf: 1.653716, loss_adv_gen: -176.175201, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:30:51,209 - INFO - [Train] step: 67599, loss_adv_disc: 6.859759, lr_disc: 0.000010
+2023-03-24 17:30:51,413 - INFO - [Train] step: 67599, loss_mpn: 0.040440, loss_rec: 0.121007, loss_semantic: 1.116274, loss_idmrf: 5.568468, loss_adv_gen: -196.219635, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:31:22,129 - INFO - [Train] step: 67699, loss_adv_disc: -8.258846, lr_disc: 0.000010
+2023-03-24 17:31:22,337 - INFO - [Train] step: 67699, loss_mpn: 0.008545, loss_rec: 0.069466, loss_semantic: 0.673534, loss_idmrf: 3.496903, loss_adv_gen: -157.634842, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:31:53,697 - INFO - [Train] step: 67799, loss_adv_disc: -0.813875, lr_disc: 0.000010
+2023-03-24 17:31:53,903 - INFO - [Train] step: 67799, loss_mpn: 0.042938, loss_rec: 0.100896, loss_semantic: 0.972673, loss_idmrf: 7.999674, loss_adv_gen: -101.824310, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:32:25,958 - INFO - [Train] step: 67899, loss_adv_disc: -5.010903, lr_disc: 0.000010
+2023-03-24 17:32:26,161 - INFO - [Train] step: 67899, loss_mpn: 0.027983, loss_rec: 0.106409, loss_semantic: 1.080547, loss_idmrf: 4.843154, loss_adv_gen: -159.762131, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:32:57,441 - INFO - [Train] step: 67999, loss_adv_disc: 4.003391, lr_disc: 0.000010
+2023-03-24 17:32:57,645 - INFO - [Train] step: 67999, loss_mpn: 0.014643, loss_rec: 0.034317, loss_semantic: 0.501153, loss_idmrf: 1.668686, loss_adv_gen: -179.582428, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:33:51,290 - INFO - [Eval] step: 67999, bce: 0.083709, psnr: 24.147150, ssim: 0.824821, lpips: 0.146932
+2023-03-24 17:34:25,138 - INFO - [Train] step: 68099, loss_adv_disc: -5.925344, lr_disc: 0.000010
+2023-03-24 17:34:25,337 - INFO - [Train] step: 68099, loss_mpn: 0.023194, loss_rec: 0.060484, loss_semantic: 0.636247, loss_idmrf: 4.099144, loss_adv_gen: -161.800446, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:34:56,383 - INFO - [Train] step: 68199, loss_adv_disc: -0.514445, lr_disc: 0.000010
+2023-03-24 17:34:56,592 - INFO - [Train] step: 68199, loss_mpn: 0.023595, loss_rec: 0.069317, loss_semantic: 0.728259, loss_idmrf: 2.847466, loss_adv_gen: -162.007904, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:35:27,524 - INFO - [Train] step: 68299, loss_adv_disc: 1.947371, lr_disc: 0.000010
+2023-03-24 17:35:27,730 - INFO - [Train] step: 68299, loss_mpn: 0.011054, loss_rec: 0.026351, loss_semantic: 0.414445, loss_idmrf: 1.333884, loss_adv_gen: -148.434753, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:35:59,132 - INFO - [Train] step: 68399, loss_adv_disc: 2.301484, lr_disc: 0.000010
+2023-03-24 17:35:59,337 - INFO - [Train] step: 68399, loss_mpn: 0.021930, loss_rec: 0.014337, loss_semantic: 0.289412, loss_idmrf: 0.833046, loss_adv_gen: -172.961212, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:36:29,966 - INFO - [Train] step: 68499, loss_adv_disc: 6.820483, lr_disc: 0.000010
+2023-03-24 17:36:30,175 - INFO - [Train] step: 68499, loss_mpn: 0.104982, loss_rec: 0.051763, loss_semantic: 0.766904, loss_idmrf: 4.332074, loss_adv_gen: -125.610130, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:37:01,100 - INFO - [Train] step: 68599, loss_adv_disc: 1.903229, lr_disc: 0.000010
+2023-03-24 17:37:01,314 - INFO - [Train] step: 68599, loss_mpn: 0.017206, loss_rec: 0.019496, loss_semantic: 0.343539, loss_idmrf: 1.177304, loss_adv_gen: -144.505219, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:37:32,770 - INFO - [Train] step: 68699, loss_adv_disc: 3.078294, lr_disc: 0.000010
+2023-03-24 17:37:32,970 - INFO - [Train] step: 68699, loss_mpn: 0.031124, loss_rec: 0.040127, loss_semantic: 0.551064, loss_idmrf: 1.315704, loss_adv_gen: -184.518448, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:38:04,046 - INFO - [Train] step: 68799, loss_adv_disc: -20.361950, lr_disc: 0.000010
+2023-03-24 17:38:04,253 - INFO - [Train] step: 68799, loss_mpn: 0.026328, loss_rec: 0.082263, loss_semantic: 0.924132, loss_idmrf: 6.414904, loss_adv_gen: -120.153481, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:38:36,406 - INFO - [Train] step: 68899, loss_adv_disc: 7.903051, lr_disc: 0.000010
+2023-03-24 17:38:36,620 - INFO - [Train] step: 68899, loss_mpn: 0.057126, loss_rec: 0.068648, loss_semantic: 0.807670, loss_idmrf: 3.802683, loss_adv_gen: -232.532364, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:39:08,469 - INFO - [Train] step: 68999, loss_adv_disc: 1.041688, lr_disc: 0.000010
+2023-03-24 17:39:08,672 - INFO - [Train] step: 68999, loss_mpn: 0.059289, loss_rec: 0.037012, loss_semantic: 0.500530, loss_idmrf: 2.530670, loss_adv_gen: -145.887329, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:40:02,550 - INFO - [Eval] step: 68999, bce: 0.082113, psnr: 24.169363, ssim: 0.824914, lpips: 0.146422
+2023-03-24 17:40:35,724 - INFO - [Train] step: 69099, loss_adv_disc: -6.821534, lr_disc: 0.000010
+2023-03-24 17:40:35,928 - INFO - [Train] step: 69099, loss_mpn: 0.030706, loss_rec: 0.060067, loss_semantic: 0.559866, loss_idmrf: 6.020225, loss_adv_gen: -154.312225, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:41:06,834 - INFO - [Train] step: 69199, loss_adv_disc: -3.868846, lr_disc: 0.000010
+2023-03-24 17:41:07,039 - INFO - [Train] step: 69199, loss_mpn: 0.017410, loss_rec: 0.061626, loss_semantic: 0.713050, loss_idmrf: 4.624232, loss_adv_gen: -160.522552, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:41:38,109 - INFO - [Train] step: 69299, loss_adv_disc: -4.606853, lr_disc: 0.000010
+2023-03-24 17:41:38,314 - INFO - [Train] step: 69299, loss_mpn: 0.032999, loss_rec: 0.144507, loss_semantic: 1.182704, loss_idmrf: 4.817868, loss_adv_gen: -215.489075, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:42:09,343 - INFO - [Train] step: 69399, loss_adv_disc: 0.048871, lr_disc: 0.000010
+2023-03-24 17:42:09,551 - INFO - [Train] step: 69399, loss_mpn: 0.025652, loss_rec: 0.033733, loss_semantic: 0.496536, loss_idmrf: 2.062541, loss_adv_gen: -149.834656, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:42:40,648 - INFO - [Train] step: 69499, loss_adv_disc: -32.536842, lr_disc: 0.000010
+2023-03-24 17:42:40,855 - INFO - [Train] step: 69499, loss_mpn: 0.012249, loss_rec: 0.157200, loss_semantic: 1.076711, loss_idmrf: 6.342024, loss_adv_gen: -92.953873, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:43:11,480 - INFO - [Train] step: 69599, loss_adv_disc: 2.460325, lr_disc: 0.000010
+2023-03-24 17:43:11,676 - INFO - [Train] step: 69599, loss_mpn: 0.039562, loss_rec: 0.057573, loss_semantic: 0.731293, loss_idmrf: 4.500378, loss_adv_gen: -206.136597, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:43:42,702 - INFO - [Train] step: 69699, loss_adv_disc: 3.751611, lr_disc: 0.000010
+2023-03-24 17:43:42,902 - INFO - [Train] step: 69699, loss_mpn: 0.038975, loss_rec: 0.040452, loss_semantic: 0.623584, loss_idmrf: 2.163076, loss_adv_gen: -186.942444, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:44:13,819 - INFO - [Train] step: 69799, loss_adv_disc: -3.573669, lr_disc: 0.000010
+2023-03-24 17:44:14,025 - INFO - [Train] step: 69799, loss_mpn: 0.053560, loss_rec: 0.079759, loss_semantic: 0.860349, loss_idmrf: 3.455393, loss_adv_gen: -199.073303, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:44:45,494 - INFO - [Train] step: 69899, loss_adv_disc: 2.273534, lr_disc: 0.000010
+2023-03-24 17:44:45,701 - INFO - [Train] step: 69899, loss_mpn: 0.014874, loss_rec: 0.035551, loss_semantic: 0.444303, loss_idmrf: 0.843984, loss_adv_gen: -183.726044, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:45:18,412 - INFO - [Train] step: 69999, loss_adv_disc: -0.848015, lr_disc: 0.000010
+2023-03-24 17:45:18,618 - INFO - [Train] step: 69999, loss_mpn: 0.025171, loss_rec: 0.034532, loss_semantic: 0.450845, loss_idmrf: 3.155457, loss_adv_gen: -115.943222, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:46:11,196 - INFO - [Eval] step: 69999, bce: 0.084167, psnr: 24.115490, ssim: 0.823213, lpips: 0.146710
+2023-03-24 17:46:44,335 - INFO - [Train] step: 70099, loss_adv_disc: 5.290386, lr_disc: 0.000010
+2023-03-24 17:46:44,538 - INFO - [Train] step: 70099, loss_mpn: 0.021766, loss_rec: 0.033885, loss_semantic: 0.542514, loss_idmrf: 1.985620, loss_adv_gen: -186.386749, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:47:15,539 - INFO - [Train] step: 70199, loss_adv_disc: -3.011796, lr_disc: 0.000010
+2023-03-24 17:47:15,744 - INFO - [Train] step: 70199, loss_mpn: 0.038637, loss_rec: 0.083819, loss_semantic: 0.855785, loss_idmrf: 4.380828, loss_adv_gen: -148.497650, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:47:47,125 - INFO - [Train] step: 70299, loss_adv_disc: -1.471971, lr_disc: 0.000010
+2023-03-24 17:47:47,325 - INFO - [Train] step: 70299, loss_mpn: 0.036283, loss_rec: 0.065804, loss_semantic: 0.756968, loss_idmrf: 3.952734, loss_adv_gen: -168.455322, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:48:18,970 - INFO - [Train] step: 70399, loss_adv_disc: 2.812776, lr_disc: 0.000010
+2023-03-24 17:48:19,177 - INFO - [Train] step: 70399, loss_mpn: 0.029238, loss_rec: 0.037905, loss_semantic: 0.502414, loss_idmrf: 2.252328, loss_adv_gen: -198.100555, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:48:49,970 - INFO - [Train] step: 70499, loss_adv_disc: -25.924904, lr_disc: 0.000010
+2023-03-24 17:48:50,173 - INFO - [Train] step: 70499, loss_mpn: 0.023773, loss_rec: 0.107885, loss_semantic: 1.050830, loss_idmrf: 6.878578, loss_adv_gen: -112.051498, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:49:21,684 - INFO - [Train] step: 70599, loss_adv_disc: -3.336739, lr_disc: 0.000010
+2023-03-24 17:49:21,892 - INFO - [Train] step: 70599, loss_mpn: 0.022519, loss_rec: 0.062783, loss_semantic: 0.885173, loss_idmrf: 4.547140, loss_adv_gen: -130.102524, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:49:52,538 - INFO - [Train] step: 70699, loss_adv_disc: -6.274183, lr_disc: 0.000010
+2023-03-24 17:49:52,754 - INFO - [Train] step: 70699, loss_mpn: 0.027241, loss_rec: 0.074133, loss_semantic: 0.786397, loss_idmrf: 7.205048, loss_adv_gen: -143.163940, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:50:24,134 - INFO - [Train] step: 70799, loss_adv_disc: -3.114564, lr_disc: 0.000010
+2023-03-24 17:50:24,345 - INFO - [Train] step: 70799, loss_mpn: 0.049731, loss_rec: 0.129467, loss_semantic: 1.100350, loss_idmrf: 6.536487, loss_adv_gen: -166.507767, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:50:56,056 - INFO - [Train] step: 70899, loss_adv_disc: 0.893648, lr_disc: 0.000010
+2023-03-24 17:50:56,269 - INFO - [Train] step: 70899, loss_mpn: 0.027260, loss_rec: 0.037735, loss_semantic: 0.533044, loss_idmrf: 3.245408, loss_adv_gen: -162.790802, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:51:28,676 - INFO - [Train] step: 70999, loss_adv_disc: 2.522207, lr_disc: 0.000010
+2023-03-24 17:51:28,883 - INFO - [Train] step: 70999, loss_mpn: 0.040284, loss_rec: 0.044756, loss_semantic: 0.607824, loss_idmrf: 2.134661, loss_adv_gen: -203.488098, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:52:21,742 - INFO - [Eval] step: 70999, bce: 0.080653, psnr: 24.102211, ssim: 0.823158, lpips: 0.147325
+2023-03-24 17:52:55,015 - INFO - [Train] step: 71099, loss_adv_disc: -9.950743, lr_disc: 0.000010
+2023-03-24 17:52:55,224 - INFO - [Train] step: 71099, loss_mpn: 0.031530, loss_rec: 0.080312, loss_semantic: 0.932379, loss_idmrf: 3.746970, loss_adv_gen: -169.233124, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:53:26,486 - INFO - [Train] step: 71199, loss_adv_disc: -4.700133, lr_disc: 0.000010
+2023-03-24 17:53:26,690 - INFO - [Train] step: 71199, loss_mpn: 0.019203, loss_rec: 0.067659, loss_semantic: 0.724701, loss_idmrf: 3.519838, loss_adv_gen: -189.576416, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:53:58,072 - INFO - [Train] step: 71299, loss_adv_disc: -0.545844, lr_disc: 0.000010
+2023-03-24 17:53:58,280 - INFO - [Train] step: 71299, loss_mpn: 0.059733, loss_rec: 0.085465, loss_semantic: 0.959580, loss_idmrf: 4.787565, loss_adv_gen: -177.427368, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:54:29,552 - INFO - [Train] step: 71399, loss_adv_disc: -2.261277, lr_disc: 0.000010
+2023-03-24 17:54:29,755 - INFO - [Train] step: 71399, loss_mpn: 0.020879, loss_rec: 0.079212, loss_semantic: 0.897362, loss_idmrf: 5.133788, loss_adv_gen: -163.496521, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:55:00,456 - INFO - [Train] step: 71499, loss_adv_disc: 5.543495, lr_disc: 0.000010
+2023-03-24 17:55:00,665 - INFO - [Train] step: 71499, loss_mpn: 0.043322, loss_rec: 0.093685, loss_semantic: 1.057678, loss_idmrf: 3.452100, loss_adv_gen: -260.911194, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:55:32,217 - INFO - [Train] step: 71599, loss_adv_disc: -2.262048, lr_disc: 0.000010
+2023-03-24 17:55:32,418 - INFO - [Train] step: 71599, loss_mpn: 0.034875, loss_rec: 0.050798, loss_semantic: 0.655734, loss_idmrf: 3.868565, loss_adv_gen: -137.311920, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:56:03,213 - INFO - [Train] step: 71699, loss_adv_disc: 2.517459, lr_disc: 0.000010
+2023-03-24 17:56:03,419 - INFO - [Train] step: 71699, loss_mpn: 0.012373, loss_rec: 0.035654, loss_semantic: 0.493295, loss_idmrf: 1.458481, loss_adv_gen: -185.252930, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:56:34,606 - INFO - [Train] step: 71799, loss_adv_disc: -7.005194, lr_disc: 0.000010
+2023-03-24 17:56:34,816 - INFO - [Train] step: 71799, loss_mpn: 0.029822, loss_rec: 0.118943, loss_semantic: 1.122514, loss_idmrf: 5.232106, loss_adv_gen: -215.491501, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:57:06,150 - INFO - [Train] step: 71899, loss_adv_disc: -15.774778, lr_disc: 0.000010
+2023-03-24 17:57:06,355 - INFO - [Train] step: 71899, loss_mpn: 0.031379, loss_rec: 0.090470, loss_semantic: 1.039572, loss_idmrf: 7.134933, loss_adv_gen: -123.779739, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:57:37,738 - INFO - [Train] step: 71999, loss_adv_disc: 0.444771, lr_disc: 0.000010
+2023-03-24 17:57:37,947 - INFO - [Train] step: 71999, loss_mpn: 0.023431, loss_rec: 0.032534, loss_semantic: 0.525268, loss_idmrf: 3.637536, loss_adv_gen: -132.746429, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:58:30,464 - INFO - [Eval] step: 71999, bce: 0.085459, psnr: 24.204483, ssim: 0.824187, lpips: 0.146580
+2023-03-24 17:59:03,902 - INFO - [Train] step: 72099, loss_adv_disc: -7.919589, lr_disc: 0.000010
+2023-03-24 17:59:04,106 - INFO - [Train] step: 72099, loss_mpn: 0.048476, loss_rec: 0.150398, loss_semantic: 1.259845, loss_idmrf: 6.209262, loss_adv_gen: -211.320877, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 17:59:35,903 - INFO - [Train] step: 72199, loss_adv_disc: 0.977440, lr_disc: 0.000010
+2023-03-24 17:59:36,113 - INFO - [Train] step: 72199, loss_mpn: 0.036273, loss_rec: 0.059486, loss_semantic: 0.752866, loss_idmrf: 5.027066, loss_adv_gen: -147.665939, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:00:06,846 - INFO - [Train] step: 72299, loss_adv_disc: 1.659528, lr_disc: 0.000010
+2023-03-24 18:00:07,048 - INFO - [Train] step: 72299, loss_mpn: 0.018740, loss_rec: 0.020146, loss_semantic: 0.420985, loss_idmrf: 2.198350, loss_adv_gen: -158.628586, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:00:38,025 - INFO - [Train] step: 72399, loss_adv_disc: 5.142628, lr_disc: 0.000010
+2023-03-24 18:00:38,235 - INFO - [Train] step: 72399, loss_mpn: 0.047742, loss_rec: 0.061161, loss_semantic: 0.715501, loss_idmrf: 2.979554, loss_adv_gen: -176.769623, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:01:09,815 - INFO - [Train] step: 72499, loss_adv_disc: -14.712065, lr_disc: 0.000010
+2023-03-24 18:01:10,021 - INFO - [Train] step: 72499, loss_mpn: 0.020416, loss_rec: 0.183623, loss_semantic: 1.582315, loss_idmrf: 6.476192, loss_adv_gen: -234.233261, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:01:40,776 - INFO - [Train] step: 72599, loss_adv_disc: 4.290842, lr_disc: 0.000010
+2023-03-24 18:01:40,980 - INFO - [Train] step: 72599, loss_mpn: 0.008107, loss_rec: 0.028847, loss_semantic: 0.372440, loss_idmrf: 0.712905, loss_adv_gen: -226.124664, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:02:11,881 - INFO - [Train] step: 72699, loss_adv_disc: 7.693372, lr_disc: 0.000010
+2023-03-24 18:02:12,086 - INFO - [Train] step: 72699, loss_mpn: 0.020477, loss_rec: 0.085618, loss_semantic: 0.729654, loss_idmrf: 4.200477, loss_adv_gen: -158.684204, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:02:43,388 - INFO - [Train] step: 72799, loss_adv_disc: -6.065933, lr_disc: 0.000010
+2023-03-24 18:02:43,595 - INFO - [Train] step: 72799, loss_mpn: 0.023994, loss_rec: 0.067636, loss_semantic: 0.805263, loss_idmrf: 4.695362, loss_adv_gen: -151.100342, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:03:14,421 - INFO - [Train] step: 72899, loss_adv_disc: -0.032372, lr_disc: 0.000010
+2023-03-24 18:03:14,628 - INFO - [Train] step: 72899, loss_mpn: 0.028349, loss_rec: 0.080476, loss_semantic: 0.807117, loss_idmrf: 2.738704, loss_adv_gen: -208.356201, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:03:45,874 - INFO - [Train] step: 72999, loss_adv_disc: -3.606497, lr_disc: 0.000010
+2023-03-24 18:03:46,082 - INFO - [Train] step: 72999, loss_mpn: 0.035840, loss_rec: 0.075784, loss_semantic: 0.902968, loss_idmrf: 5.040173, loss_adv_gen: -149.539093, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:04:38,717 - INFO - [Eval] step: 72999, bce: 0.083701, psnr: 24.203777, ssim: 0.824392, lpips: 0.147152
+2023-03-24 18:05:12,722 - INFO - [Train] step: 73099, loss_adv_disc: -2.823059, lr_disc: 0.000010
+2023-03-24 18:05:12,927 - INFO - [Train] step: 73099, loss_mpn: 0.010244, loss_rec: 0.060561, loss_semantic: 0.594912, loss_idmrf: 1.788434, loss_adv_gen: -191.123047, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:05:43,964 - INFO - [Train] step: 73199, loss_adv_disc: -1.035417, lr_disc: 0.000010
+2023-03-24 18:05:44,170 - INFO - [Train] step: 73199, loss_mpn: 0.024675, loss_rec: 0.039700, loss_semantic: 0.625999, loss_idmrf: 2.828094, loss_adv_gen: -138.244507, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:06:15,274 - INFO - [Train] step: 73299, loss_adv_disc: -4.332304, lr_disc: 0.000010
+2023-03-24 18:06:15,484 - INFO - [Train] step: 73299, loss_mpn: 0.048297, loss_rec: 0.065804, loss_semantic: 0.629136, loss_idmrf: 3.982205, loss_adv_gen: -141.898422, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:06:47,047 - INFO - [Train] step: 73399, loss_adv_disc: -1.920513, lr_disc: 0.000010
+2023-03-24 18:06:47,248 - INFO - [Train] step: 73399, loss_mpn: 0.041024, loss_rec: 0.111353, loss_semantic: 0.942967, loss_idmrf: 3.953642, loss_adv_gen: -169.633453, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:07:17,998 - INFO - [Train] step: 73499, loss_adv_disc: -4.058416, lr_disc: 0.000010
+2023-03-24 18:07:18,208 - INFO - [Train] step: 73499, loss_mpn: 0.018460, loss_rec: 0.109132, loss_semantic: 0.714647, loss_idmrf: 3.278231, loss_adv_gen: -161.006409, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:07:49,012 - INFO - [Train] step: 73599, loss_adv_disc: 6.891389, lr_disc: 0.000010
+2023-03-24 18:07:49,218 - INFO - [Train] step: 73599, loss_mpn: 0.017748, loss_rec: 0.054669, loss_semantic: 0.650132, loss_idmrf: 2.504015, loss_adv_gen: -179.641205, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:08:20,244 - INFO - [Train] step: 73699, loss_adv_disc: -1.600839, lr_disc: 0.000010
+2023-03-24 18:08:20,453 - INFO - [Train] step: 73699, loss_mpn: 0.025154, loss_rec: 0.047553, loss_semantic: 0.627018, loss_idmrf: 3.477007, loss_adv_gen: -158.714539, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:08:52,519 - INFO - [Train] step: 73799, loss_adv_disc: 4.501218, lr_disc: 0.000010
+2023-03-24 18:08:52,725 - INFO - [Train] step: 73799, loss_mpn: 0.054961, loss_rec: 0.059080, loss_semantic: 0.767732, loss_idmrf: 4.548696, loss_adv_gen: -176.271164, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:09:23,362 - INFO - [Train] step: 73899, loss_adv_disc: 2.362752, lr_disc: 0.000010
+2023-03-24 18:09:23,566 - INFO - [Train] step: 73899, loss_mpn: 0.015764, loss_rec: 0.028021, loss_semantic: 0.445667, loss_idmrf: 1.316792, loss_adv_gen: -153.600647, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:09:54,267 - INFO - [Train] step: 73999, loss_adv_disc: -1.586613, lr_disc: 0.000010
+2023-03-24 18:09:54,474 - INFO - [Train] step: 73999, loss_mpn: 0.026541, loss_rec: 0.060085, loss_semantic: 0.768004, loss_idmrf: 4.044709, loss_adv_gen: -195.771057, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:10:48,662 - INFO - [Eval] step: 73999, bce: 0.084933, psnr: 24.034058, ssim: 0.823256, lpips: 0.147545
+2023-03-24 18:11:21,739 - INFO - [Train] step: 74099, loss_adv_disc: -6.917187, lr_disc: 0.000010
+2023-03-24 18:11:21,946 - INFO - [Train] step: 74099, loss_mpn: 0.038522, loss_rec: 0.068331, loss_semantic: 0.799121, loss_idmrf: 4.759007, loss_adv_gen: -161.393158, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:11:52,797 - INFO - [Train] step: 74199, loss_adv_disc: 3.818178, lr_disc: 0.000010
+2023-03-24 18:11:53,006 - INFO - [Train] step: 74199, loss_mpn: 0.047395, loss_rec: 0.091675, loss_semantic: 1.005130, loss_idmrf: 4.146437, loss_adv_gen: -181.277847, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:12:23,916 - INFO - [Train] step: 74299, loss_adv_disc: -7.261950, lr_disc: 0.000010
+2023-03-24 18:12:24,123 - INFO - [Train] step: 74299, loss_mpn: 0.020160, loss_rec: 0.121755, loss_semantic: 1.042600, loss_idmrf: 5.954686, loss_adv_gen: -124.827835, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:12:55,839 - INFO - [Train] step: 74399, loss_adv_disc: -14.339708, lr_disc: 0.000010
+2023-03-24 18:12:56,042 - INFO - [Train] step: 74399, loss_mpn: 0.043084, loss_rec: 0.113900, loss_semantic: 1.102859, loss_idmrf: 5.733497, loss_adv_gen: -171.921967, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:13:27,171 - INFO - [Train] step: 74499, loss_adv_disc: 3.148666, lr_disc: 0.000010
+2023-03-24 18:13:27,379 - INFO - [Train] step: 74499, loss_mpn: 0.039163, loss_rec: 0.044069, loss_semantic: 0.514598, loss_idmrf: 2.221337, loss_adv_gen: -201.871124, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:13:58,013 - INFO - [Train] step: 74599, loss_adv_disc: -9.657911, lr_disc: 0.000010
+2023-03-24 18:13:58,221 - INFO - [Train] step: 74599, loss_mpn: 0.044169, loss_rec: 0.091774, loss_semantic: 0.893094, loss_idmrf: 5.998163, loss_adv_gen: -151.987457, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:14:29,586 - INFO - [Train] step: 74699, loss_adv_disc: 5.918524, lr_disc: 0.000010
+2023-03-24 18:14:29,796 - INFO - [Train] step: 74699, loss_mpn: 0.040318, loss_rec: 0.046778, loss_semantic: 0.604995, loss_idmrf: 3.879509, loss_adv_gen: -159.936066, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:15:00,777 - INFO - [Train] step: 74799, loss_adv_disc: 5.170228, lr_disc: 0.000010
+2023-03-24 18:15:00,986 - INFO - [Train] step: 74799, loss_mpn: 0.013141, loss_rec: 0.040334, loss_semantic: 0.606545, loss_idmrf: 1.476253, loss_adv_gen: -187.374146, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:15:31,926 - INFO - [Train] step: 74899, loss_adv_disc: -4.670647, lr_disc: 0.000010
+2023-03-24 18:15:32,131 - INFO - [Train] step: 74899, loss_mpn: 0.055069, loss_rec: 0.062631, loss_semantic: 0.839306, loss_idmrf: 6.621588, loss_adv_gen: -166.986450, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:16:03,422 - INFO - [Train] step: 74999, loss_adv_disc: 9.255312, lr_disc: 0.000010
+2023-03-24 18:16:03,630 - INFO - [Train] step: 74999, loss_mpn: 0.021292, loss_rec: 0.081238, loss_semantic: 0.586181, loss_idmrf: 4.299195, loss_adv_gen: -189.775604, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:16:56,306 - INFO - [Eval] step: 74999, bce: 0.084613, psnr: 24.097349, ssim: 0.823538, lpips: 0.146841
+2023-03-24 18:17:30,312 - INFO - [Train] step: 75099, loss_adv_disc: -5.555070, lr_disc: 0.000010
+2023-03-24 18:17:30,519 - INFO - [Train] step: 75099, loss_mpn: 0.025765, loss_rec: 0.062006, loss_semantic: 0.840089, loss_idmrf: 5.119470, loss_adv_gen: -102.031509, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:18:01,387 - INFO - [Train] step: 75199, loss_adv_disc: -5.279416, lr_disc: 0.000010
+2023-03-24 18:18:01,593 - INFO - [Train] step: 75199, loss_mpn: 0.050992, loss_rec: 0.102958, loss_semantic: 1.010514, loss_idmrf: 4.573016, loss_adv_gen: -200.075653, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:18:32,758 - INFO - [Train] step: 75299, loss_adv_disc: -2.018048, lr_disc: 0.000010
+2023-03-24 18:18:32,962 - INFO - [Train] step: 75299, loss_mpn: 0.042765, loss_rec: 0.084326, loss_semantic: 0.863138, loss_idmrf: 3.781682, loss_adv_gen: -198.646790, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:19:03,603 - INFO - [Train] step: 75399, loss_adv_disc: -1.234023, lr_disc: 0.000010
+2023-03-24 18:19:03,811 - INFO - [Train] step: 75399, loss_mpn: 0.024030, loss_rec: 0.101440, loss_semantic: 0.951525, loss_idmrf: 5.970244, loss_adv_gen: -122.829124, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:19:34,544 - INFO - [Train] step: 75499, loss_adv_disc: 1.181019, lr_disc: 0.000010
+2023-03-24 18:19:34,748 - INFO - [Train] step: 75499, loss_mpn: 0.017805, loss_rec: 0.025940, loss_semantic: 0.384488, loss_idmrf: 1.874270, loss_adv_gen: -138.013168, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:20:06,030 - INFO - [Train] step: 75599, loss_adv_disc: -0.455920, lr_disc: 0.000010
+2023-03-24 18:20:06,240 - INFO - [Train] step: 75599, loss_mpn: 0.033331, loss_rec: 0.045420, loss_semantic: 0.663262, loss_idmrf: 5.008534, loss_adv_gen: -113.143768, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:20:36,644 - INFO - [Train] step: 75699, loss_adv_disc: 2.932450, lr_disc: 0.000010
+2023-03-24 18:20:36,846 - INFO - [Train] step: 75699, loss_mpn: 0.042912, loss_rec: 0.047974, loss_semantic: 0.632217, loss_idmrf: 3.502280, loss_adv_gen: -186.308655, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:21:07,808 - INFO - [Train] step: 75799, loss_adv_disc: 5.117846, lr_disc: 0.000010
+2023-03-24 18:21:08,017 - INFO - [Train] step: 75799, loss_mpn: 0.041361, loss_rec: 0.065740, loss_semantic: 0.850367, loss_idmrf: 3.696188, loss_adv_gen: -192.045700, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:21:39,471 - INFO - [Train] step: 75899, loss_adv_disc: -8.092991, lr_disc: 0.000010
+2023-03-24 18:21:39,676 - INFO - [Train] step: 75899, loss_mpn: 0.025878, loss_rec: 0.057767, loss_semantic: 0.661867, loss_idmrf: 3.749811, loss_adv_gen: -165.390503, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:22:10,512 - INFO - [Train] step: 75999, loss_adv_disc: -16.999422, lr_disc: 0.000010
+2023-03-24 18:22:10,721 - INFO - [Train] step: 75999, loss_mpn: 0.026773, loss_rec: 0.135118, loss_semantic: 1.190843, loss_idmrf: 6.232884, loss_adv_gen: -185.882446, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:23:03,788 - INFO - [Eval] step: 75999, bce: 0.084350, psnr: 24.176777, ssim: 0.824063, lpips: 0.146414
+2023-03-24 18:23:37,970 - INFO - [Train] step: 76099, loss_adv_disc: -4.544027, lr_disc: 0.000010
+2023-03-24 18:23:38,170 - INFO - [Train] step: 76099, loss_mpn: 0.031177, loss_rec: 0.112321, loss_semantic: 0.884887, loss_idmrf: 5.601698, loss_adv_gen: -192.084198, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:24:09,950 - INFO - [Train] step: 76199, loss_adv_disc: -3.404877, lr_disc: 0.000010
+2023-03-24 18:24:10,154 - INFO - [Train] step: 76199, loss_mpn: 0.034071, loss_rec: 0.092302, loss_semantic: 0.871567, loss_idmrf: 5.561725, loss_adv_gen: -173.869431, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:24:41,618 - INFO - [Train] step: 76299, loss_adv_disc: -0.144363, lr_disc: 0.000010
+2023-03-24 18:24:41,827 - INFO - [Train] step: 76299, loss_mpn: 0.034698, loss_rec: 0.097183, loss_semantic: 1.056457, loss_idmrf: 5.899094, loss_adv_gen: -141.831299, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:25:12,880 - INFO - [Train] step: 76399, loss_adv_disc: 0.757003, lr_disc: 0.000010
+2023-03-24 18:25:13,092 - INFO - [Train] step: 76399, loss_mpn: 0.016977, loss_rec: 0.046011, loss_semantic: 0.505358, loss_idmrf: 2.172717, loss_adv_gen: -141.112335, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:25:44,103 - INFO - [Train] step: 76499, loss_adv_disc: -0.247933, lr_disc: 0.000010
+2023-03-24 18:25:44,305 - INFO - [Train] step: 76499, loss_mpn: 0.016156, loss_rec: 0.040783, loss_semantic: 0.463983, loss_idmrf: 3.003215, loss_adv_gen: -135.540909, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:26:15,610 - INFO - [Train] step: 76599, loss_adv_disc: -0.462159, lr_disc: 0.000010
+2023-03-24 18:26:15,815 - INFO - [Train] step: 76599, loss_mpn: 0.046697, loss_rec: 0.063831, loss_semantic: 0.778728, loss_idmrf: 4.447815, loss_adv_gen: -189.288101, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:26:47,035 - INFO - [Train] step: 76699, loss_adv_disc: -0.752137, lr_disc: 0.000010
+2023-03-24 18:26:47,238 - INFO - [Train] step: 76699, loss_mpn: 0.017325, loss_rec: 0.052546, loss_semantic: 0.536722, loss_idmrf: 3.007620, loss_adv_gen: -151.388229, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:27:18,194 - INFO - [Train] step: 76799, loss_adv_disc: -1.329696, lr_disc: 0.000010
+2023-03-24 18:27:18,403 - INFO - [Train] step: 76799, loss_mpn: 0.013776, loss_rec: 0.047478, loss_semantic: 0.570119, loss_idmrf: 1.820350, loss_adv_gen: -187.131256, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:27:49,912 - INFO - [Train] step: 76899, loss_adv_disc: -0.668979, lr_disc: 0.000010
+2023-03-24 18:27:50,118 - INFO - [Train] step: 76899, loss_mpn: 0.021759, loss_rec: 0.042145, loss_semantic: 0.502887, loss_idmrf: 2.732946, loss_adv_gen: -191.088165, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:28:20,889 - INFO - [Train] step: 76999, loss_adv_disc: -10.766495, lr_disc: 0.000010
+2023-03-24 18:28:21,102 - INFO - [Train] step: 76999, loss_mpn: 0.027628, loss_rec: 0.132534, loss_semantic: 1.144510, loss_idmrf: 6.467227, loss_adv_gen: -157.055893, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:29:14,034 - INFO - [Eval] step: 76999, bce: 0.081064, psnr: 24.219757, ssim: 0.825781, lpips: 0.146658
+2023-03-24 18:29:48,650 - INFO - [Train] step: 77099, loss_adv_disc: -5.626729, lr_disc: 0.000010
+2023-03-24 18:29:48,854 - INFO - [Train] step: 77099, loss_mpn: 0.043139, loss_rec: 0.078730, loss_semantic: 0.737829, loss_idmrf: 4.815150, loss_adv_gen: -136.690308, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:30:20,479 - INFO - [Train] step: 77199, loss_adv_disc: -3.512569, lr_disc: 0.000010
+2023-03-24 18:30:20,685 - INFO - [Train] step: 77199, loss_mpn: 0.029889, loss_rec: 0.068519, loss_semantic: 0.865038, loss_idmrf: 3.500701, loss_adv_gen: -179.329300, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:30:51,461 - INFO - [Train] step: 77299, loss_adv_disc: 1.465906, lr_disc: 0.000010
+2023-03-24 18:30:51,668 - INFO - [Train] step: 77299, loss_mpn: 0.070018, loss_rec: 0.065975, loss_semantic: 0.899941, loss_idmrf: 5.509947, loss_adv_gen: -155.379044, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:31:22,859 - INFO - [Train] step: 77399, loss_adv_disc: -13.273678, lr_disc: 0.000010
+2023-03-24 18:31:23,061 - INFO - [Train] step: 77399, loss_mpn: 0.028423, loss_rec: 0.111248, loss_semantic: 1.039606, loss_idmrf: 6.445547, loss_adv_gen: -145.698059, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:31:54,279 - INFO - [Train] step: 77499, loss_adv_disc: 0.238470, lr_disc: 0.000010
+2023-03-24 18:31:54,488 - INFO - [Train] step: 77499, loss_mpn: 0.037580, loss_rec: 0.033162, loss_semantic: 0.584335, loss_idmrf: 4.607117, loss_adv_gen: -138.590149, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:32:25,759 - INFO - [Train] step: 77599, loss_adv_disc: -3.186884, lr_disc: 0.000010
+2023-03-24 18:32:25,961 - INFO - [Train] step: 77599, loss_mpn: 0.023171, loss_rec: 0.077876, loss_semantic: 0.705915, loss_idmrf: 3.790707, loss_adv_gen: -177.068222, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:32:56,601 - INFO - [Train] step: 77699, loss_adv_disc: 0.899706, lr_disc: 0.000010
+2023-03-24 18:32:56,808 - INFO - [Train] step: 77699, loss_mpn: 0.024476, loss_rec: 0.055457, loss_semantic: 0.588844, loss_idmrf: 2.467535, loss_adv_gen: -186.509903, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:33:28,091 - INFO - [Train] step: 77799, loss_adv_disc: -6.898949, lr_disc: 0.000010
+2023-03-24 18:33:28,296 - INFO - [Train] step: 77799, loss_mpn: 0.025721, loss_rec: 0.072153, loss_semantic: 0.742344, loss_idmrf: 3.591883, loss_adv_gen: -134.106659, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:33:59,397 - INFO - [Train] step: 77899, loss_adv_disc: -4.377743, lr_disc: 0.000010
+2023-03-24 18:33:59,603 - INFO - [Train] step: 77899, loss_mpn: 0.039993, loss_rec: 0.113279, loss_semantic: 1.204847, loss_idmrf: 4.957359, loss_adv_gen: -213.778824, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:34:30,636 - INFO - [Train] step: 77999, loss_adv_disc: -0.209271, lr_disc: 0.000010
+2023-03-24 18:34:30,847 - INFO - [Train] step: 77999, loss_mpn: 0.015682, loss_rec: 0.099372, loss_semantic: 0.711208, loss_idmrf: 3.843862, loss_adv_gen: -180.831940, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:35:22,806 - INFO - [Eval] step: 77999, bce: 0.085004, psnr: 24.215260, ssim: 0.824293, lpips: 0.147272
+2023-03-24 18:35:57,293 - INFO - [Train] step: 78099, loss_adv_disc: 3.043344, lr_disc: 0.000010
+2023-03-24 18:35:57,507 - INFO - [Train] step: 78099, loss_mpn: 0.013434, loss_rec: 0.036151, loss_semantic: 0.438495, loss_idmrf: 1.279514, loss_adv_gen: -170.539810, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:36:28,761 - INFO - [Train] step: 78199, loss_adv_disc: -0.366602, lr_disc: 0.000010
+2023-03-24 18:36:28,965 - INFO - [Train] step: 78199, loss_mpn: 0.025429, loss_rec: 0.055274, loss_semantic: 0.612534, loss_idmrf: 2.957943, loss_adv_gen: -169.464447, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:36:59,412 - INFO - [Train] step: 78299, loss_adv_disc: 2.493323, lr_disc: 0.000010
+2023-03-24 18:36:59,618 - INFO - [Train] step: 78299, loss_mpn: 0.010069, loss_rec: 0.085626, loss_semantic: 0.694568, loss_idmrf: 2.735993, loss_adv_gen: -173.360870, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:37:30,731 - INFO - [Train] step: 78399, loss_adv_disc: -0.682120, lr_disc: 0.000010
+2023-03-24 18:37:30,936 - INFO - [Train] step: 78399, loss_mpn: 0.019320, loss_rec: 0.048792, loss_semantic: 0.618726, loss_idmrf: 1.515778, loss_adv_gen: -194.823090, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:38:01,868 - INFO - [Train] step: 78499, loss_adv_disc: -4.511959, lr_disc: 0.000010
+2023-03-24 18:38:02,075 - INFO - [Train] step: 78499, loss_mpn: 0.042354, loss_rec: 0.108852, loss_semantic: 1.065923, loss_idmrf: 4.471440, loss_adv_gen: -199.321808, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:38:33,076 - INFO - [Train] step: 78599, loss_adv_disc: -1.870193, lr_disc: 0.000010
+2023-03-24 18:38:33,284 - INFO - [Train] step: 78599, loss_mpn: 0.029796, loss_rec: 0.083398, loss_semantic: 0.853518, loss_idmrf: 2.496881, loss_adv_gen: -226.004517, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:39:03,977 - INFO - [Train] step: 78699, loss_adv_disc: 2.974813, lr_disc: 0.000010
+2023-03-24 18:39:04,181 - INFO - [Train] step: 78699, loss_mpn: 0.025315, loss_rec: 0.045986, loss_semantic: 0.568710, loss_idmrf: 2.097854, loss_adv_gen: -197.262100, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:39:35,032 - INFO - [Train] step: 78799, loss_adv_disc: -2.644545, lr_disc: 0.000010
+2023-03-24 18:39:35,237 - INFO - [Train] step: 78799, loss_mpn: 0.026484, loss_rec: 0.106461, loss_semantic: 1.025751, loss_idmrf: 5.157338, loss_adv_gen: -149.090530, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:40:06,207 - INFO - [Train] step: 78899, loss_adv_disc: 0.166382, lr_disc: 0.000010
+2023-03-24 18:40:06,430 - INFO - [Train] step: 78899, loss_mpn: 0.009305, loss_rec: 0.036294, loss_semantic: 0.480769, loss_idmrf: 1.554500, loss_adv_gen: -181.485077, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:40:37,202 - INFO - [Train] step: 78999, loss_adv_disc: -0.848275, lr_disc: 0.000010
+2023-03-24 18:40:37,405 - INFO - [Train] step: 78999, loss_mpn: 0.026303, loss_rec: 0.051960, loss_semantic: 0.632568, loss_idmrf: 3.390557, loss_adv_gen: -157.005493, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:41:30,285 - INFO - [Eval] step: 78999, bce: 0.082577, psnr: 24.157551, ssim: 0.823579, lpips: 0.147291
+2023-03-24 18:42:04,478 - INFO - [Train] step: 79099, loss_adv_disc: -3.834804, lr_disc: 0.000010
+2023-03-24 18:42:04,699 - INFO - [Train] step: 79099, loss_mpn: 0.027948, loss_rec: 0.043180, loss_semantic: 0.535009, loss_idmrf: 6.644991, loss_adv_gen: -112.078812, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:42:36,158 - INFO - [Train] step: 79199, loss_adv_disc: 2.309351, lr_disc: 0.000010
+2023-03-24 18:42:36,360 - INFO - [Train] step: 79199, loss_mpn: 0.159579, loss_rec: 0.173350, loss_semantic: 0.953398, loss_idmrf: 4.735505, loss_adv_gen: -201.328461, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:43:06,895 - INFO - [Train] step: 79299, loss_adv_disc: -1.612417, lr_disc: 0.000010
+2023-03-24 18:43:07,099 - INFO - [Train] step: 79299, loss_mpn: 0.079192, loss_rec: 0.105262, loss_semantic: 1.118697, loss_idmrf: 6.089519, loss_adv_gen: -172.716217, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:43:38,279 - INFO - [Train] step: 79399, loss_adv_disc: -1.538665, lr_disc: 0.000010
+2023-03-24 18:43:38,485 - INFO - [Train] step: 79399, loss_mpn: 0.018805, loss_rec: 0.038748, loss_semantic: 0.513683, loss_idmrf: 2.909739, loss_adv_gen: -145.172272, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:44:09,166 - INFO - [Train] step: 79499, loss_adv_disc: 0.849591, lr_disc: 0.000010
+2023-03-24 18:44:09,369 - INFO - [Train] step: 79499, loss_mpn: 0.016874, loss_rec: 0.055491, loss_semantic: 0.626977, loss_idmrf: 2.489642, loss_adv_gen: -260.442719, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:44:39,997 - INFO - [Train] step: 79599, loss_adv_disc: 3.354630, lr_disc: 0.000010
+2023-03-24 18:44:40,205 - INFO - [Train] step: 79599, loss_mpn: 0.047920, loss_rec: 0.033155, loss_semantic: 0.427470, loss_idmrf: 1.887134, loss_adv_gen: -210.222504, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:45:10,731 - INFO - [Train] step: 79699, loss_adv_disc: 1.714169, lr_disc: 0.000010
+2023-03-24 18:45:10,937 - INFO - [Train] step: 79699, loss_mpn: 0.069814, loss_rec: 0.092077, loss_semantic: 0.885689, loss_idmrf: 4.773178, loss_adv_gen: -178.778793, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:45:41,810 - INFO - [Train] step: 79799, loss_adv_disc: -11.493588, lr_disc: 0.000010
+2023-03-24 18:45:42,015 - INFO - [Train] step: 79799, loss_mpn: 0.014816, loss_rec: 0.084194, loss_semantic: 0.895970, loss_idmrf: 4.456261, loss_adv_gen: -174.546875, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:46:12,577 - INFO - [Train] step: 79899, loss_adv_disc: 2.798350, lr_disc: 0.000010
+2023-03-24 18:46:12,776 - INFO - [Train] step: 79899, loss_mpn: 0.025443, loss_rec: 0.022456, loss_semantic: 0.335481, loss_idmrf: 0.995956, loss_adv_gen: -165.371063, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:46:44,089 - INFO - [Train] step: 79999, loss_adv_disc: -5.857825, lr_disc: 0.000010
+2023-03-24 18:46:44,294 - INFO - [Train] step: 79999, loss_mpn: 0.020656, loss_rec: 0.095425, loss_semantic: 0.809498, loss_idmrf: 5.072460, loss_adv_gen: -203.207367, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:47:37,598 - INFO - [Eval] step: 79999, bce: 0.088315, psnr: 24.044312, ssim: 0.823038, lpips: 0.147115
+2023-03-24 18:48:11,397 - INFO - [Train] step: 80099, loss_adv_disc: -0.316303, lr_disc: 0.000010
+2023-03-24 18:48:11,603 - INFO - [Train] step: 80099, loss_mpn: 0.025803, loss_rec: 0.050031, loss_semantic: 0.639320, loss_idmrf: 4.741776, loss_adv_gen: -125.139961, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:48:43,243 - INFO - [Train] step: 80199, loss_adv_disc: 2.680131, lr_disc: 0.000010
+2023-03-24 18:48:43,447 - INFO - [Train] step: 80199, loss_mpn: 0.042249, loss_rec: 0.041855, loss_semantic: 0.641998, loss_idmrf: 3.601880, loss_adv_gen: -149.112244, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:49:14,931 - INFO - [Train] step: 80299, loss_adv_disc: 3.409246, lr_disc: 0.000010
+2023-03-24 18:49:15,135 - INFO - [Train] step: 80299, loss_mpn: 0.023308, loss_rec: 0.036045, loss_semantic: 0.483405, loss_idmrf: 2.573846, loss_adv_gen: -168.052505, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:49:46,511 - INFO - [Train] step: 80399, loss_adv_disc: 8.119570, lr_disc: 0.000010
+2023-03-24 18:49:46,716 - INFO - [Train] step: 80399, loss_mpn: 0.034330, loss_rec: 0.153694, loss_semantic: 1.269448, loss_idmrf: 5.219974, loss_adv_gen: -186.050659, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:50:17,859 - INFO - [Train] step: 80499, loss_adv_disc: -4.360101, lr_disc: 0.000010
+2023-03-24 18:50:18,062 - INFO - [Train] step: 80499, loss_mpn: 0.053126, loss_rec: 0.105358, loss_semantic: 1.008880, loss_idmrf: 7.223626, loss_adv_gen: -149.327576, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:50:49,119 - INFO - [Train] step: 80599, loss_adv_disc: 4.999712, lr_disc: 0.000010
+2023-03-24 18:50:49,325 - INFO - [Train] step: 80599, loss_mpn: 0.069099, loss_rec: 0.044510, loss_semantic: 0.573969, loss_idmrf: 2.879661, loss_adv_gen: -176.329651, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:51:20,238 - INFO - [Train] step: 80699, loss_adv_disc: 0.250603, lr_disc: 0.000010
+2023-03-24 18:51:20,443 - INFO - [Train] step: 80699, loss_mpn: 0.042549, loss_rec: 0.023288, loss_semantic: 0.407091, loss_idmrf: 6.505353, loss_adv_gen: -100.546654, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:51:51,212 - INFO - [Train] step: 80799, loss_adv_disc: -2.683593, lr_disc: 0.000010
+2023-03-24 18:51:51,421 - INFO - [Train] step: 80799, loss_mpn: 0.011031, loss_rec: 0.042477, loss_semantic: 0.538665, loss_idmrf: 2.316426, loss_adv_gen: -179.205643, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:52:22,532 - INFO - [Train] step: 80899, loss_adv_disc: -1.542612, lr_disc: 0.000010
+2023-03-24 18:52:22,736 - INFO - [Train] step: 80899, loss_mpn: 0.014931, loss_rec: 0.038202, loss_semantic: 0.447769, loss_idmrf: 2.303997, loss_adv_gen: -149.435104, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:52:53,730 - INFO - [Train] step: 80999, loss_adv_disc: -8.885979, lr_disc: 0.000010
+2023-03-24 18:52:53,948 - INFO - [Train] step: 80999, loss_mpn: 0.152949, loss_rec: 0.158144, loss_semantic: 1.083401, loss_idmrf: 6.272721, loss_adv_gen: -167.582245, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:53:46,346 - INFO - [Eval] step: 80999, bce: 0.085400, psnr: 24.163530, ssim: 0.826064, lpips: 0.148205
+2023-03-24 18:54:19,698 - INFO - [Train] step: 81099, loss_adv_disc: -1.130901, lr_disc: 0.000010
+2023-03-24 18:54:19,905 - INFO - [Train] step: 81099, loss_mpn: 0.021539, loss_rec: 0.057946, loss_semantic: 0.668916, loss_idmrf: 2.191857, loss_adv_gen: -123.761940, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:54:51,091 - INFO - [Train] step: 81199, loss_adv_disc: -6.547345, lr_disc: 0.000010
+2023-03-24 18:54:51,302 - INFO - [Train] step: 81199, loss_mpn: 0.023594, loss_rec: 0.105324, loss_semantic: 0.939099, loss_idmrf: 4.044982, loss_adv_gen: -161.910187, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:55:23,189 - INFO - [Train] step: 81299, loss_adv_disc: -3.045080, lr_disc: 0.000010
+2023-03-24 18:55:23,397 - INFO - [Train] step: 81299, loss_mpn: 0.043800, loss_rec: 0.098007, loss_semantic: 1.040414, loss_idmrf: 4.863788, loss_adv_gen: -186.143326, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:55:54,075 - INFO - [Train] step: 81399, loss_adv_disc: -7.746034, lr_disc: 0.000010
+2023-03-24 18:55:54,284 - INFO - [Train] step: 81399, loss_mpn: 0.023712, loss_rec: 0.088378, loss_semantic: 0.991267, loss_idmrf: 4.171661, loss_adv_gen: -212.782471, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:56:25,347 - INFO - [Train] step: 81499, loss_adv_disc: 0.660997, lr_disc: 0.000010
+2023-03-24 18:56:25,556 - INFO - [Train] step: 81499, loss_mpn: 0.032505, loss_rec: 0.087416, loss_semantic: 0.907660, loss_idmrf: 4.909818, loss_adv_gen: -183.248535, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:56:56,507 - INFO - [Train] step: 81599, loss_adv_disc: 0.586075, lr_disc: 0.000010
+2023-03-24 18:56:56,711 - INFO - [Train] step: 81599, loss_mpn: 0.042939, loss_rec: 0.114442, loss_semantic: 1.180238, loss_idmrf: 4.598443, loss_adv_gen: -255.831223, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:57:27,415 - INFO - [Train] step: 81699, loss_adv_disc: 2.719750, lr_disc: 0.000010
+2023-03-24 18:57:27,619 - INFO - [Train] step: 81699, loss_mpn: 0.013958, loss_rec: 0.059808, loss_semantic: 0.670769, loss_idmrf: 4.271897, loss_adv_gen: -166.355713, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:57:57,846 - INFO - [Train] step: 81799, loss_adv_disc: -1.901073, lr_disc: 0.000010
+2023-03-24 18:57:58,045 - INFO - [Train] step: 81799, loss_mpn: 0.024367, loss_rec: 0.080815, loss_semantic: 0.886331, loss_idmrf: 5.272858, loss_adv_gen: -167.565079, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:58:29,072 - INFO - [Train] step: 81899, loss_adv_disc: 1.416697, lr_disc: 0.000010
+2023-03-24 18:58:29,278 - INFO - [Train] step: 81899, loss_mpn: 0.043838, loss_rec: 0.060386, loss_semantic: 0.740586, loss_idmrf: 3.882528, loss_adv_gen: -163.636536, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:58:59,752 - INFO - [Train] step: 81999, loss_adv_disc: 1.286194, lr_disc: 0.000010
+2023-03-24 18:58:59,960 - INFO - [Train] step: 81999, loss_mpn: 0.007006, loss_rec: 0.017178, loss_semantic: 0.306181, loss_idmrf: 1.206376, loss_adv_gen: -130.288849, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 18:59:51,467 - INFO - [Eval] step: 81999, bce: 0.083014, psnr: 24.172634, ssim: 0.824041, lpips: 0.146053
+2023-03-24 19:00:24,585 - INFO - [Train] step: 82099, loss_adv_disc: 1.711916, lr_disc: 0.000010
+2023-03-24 19:00:24,784 - INFO - [Train] step: 82099, loss_mpn: 0.030463, loss_rec: 0.103875, loss_semantic: 0.852821, loss_idmrf: 5.530125, loss_adv_gen: -164.476654, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:00:56,071 - INFO - [Train] step: 82199, loss_adv_disc: -4.323860, lr_disc: 0.000010
+2023-03-24 19:00:56,276 - INFO - [Train] step: 82199, loss_mpn: 0.026273, loss_rec: 0.062510, loss_semantic: 0.736369, loss_idmrf: 4.277595, loss_adv_gen: -154.393082, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:01:28,026 - INFO - [Train] step: 82299, loss_adv_disc: 0.724708, lr_disc: 0.000010
+2023-03-24 19:01:28,230 - INFO - [Train] step: 82299, loss_mpn: 0.031417, loss_rec: 0.052105, loss_semantic: 0.690280, loss_idmrf: 2.982943, loss_adv_gen: -164.151230, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:01:59,068 - INFO - [Train] step: 82399, loss_adv_disc: 2.472232, lr_disc: 0.000010
+2023-03-24 19:01:59,271 - INFO - [Train] step: 82399, loss_mpn: 0.003874, loss_rec: 0.019197, loss_semantic: 0.271520, loss_idmrf: 0.636487, loss_adv_gen: -176.550369, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:02:30,022 - INFO - [Train] step: 82499, loss_adv_disc: -0.054188, lr_disc: 0.000010
+2023-03-24 19:02:30,227 - INFO - [Train] step: 82499, loss_mpn: 0.019598, loss_rec: 0.077935, loss_semantic: 0.696942, loss_idmrf: 3.174824, loss_adv_gen: -193.741455, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:03:01,488 - INFO - [Train] step: 82599, loss_adv_disc: 7.446539, lr_disc: 0.000010
+2023-03-24 19:03:01,694 - INFO - [Train] step: 82599, loss_mpn: 0.023841, loss_rec: 0.102332, loss_semantic: 0.849355, loss_idmrf: 5.722516, loss_adv_gen: -160.547607, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:03:32,600 - INFO - [Train] step: 82699, loss_adv_disc: -8.427262, lr_disc: 0.000010
+2023-03-24 19:03:32,804 - INFO - [Train] step: 82699, loss_mpn: 0.021535, loss_rec: 0.138957, loss_semantic: 1.211343, loss_idmrf: 6.029114, loss_adv_gen: -146.114624, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:04:03,737 - INFO - [Train] step: 82799, loss_adv_disc: -0.542937, lr_disc: 0.000010
+2023-03-24 19:04:03,938 - INFO - [Train] step: 82799, loss_mpn: 0.012990, loss_rec: 0.043346, loss_semantic: 0.471176, loss_idmrf: 1.719021, loss_adv_gen: -178.688324, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:04:34,759 - INFO - [Train] step: 82899, loss_adv_disc: 0.210486, lr_disc: 0.000010
+2023-03-24 19:04:34,965 - INFO - [Train] step: 82899, loss_mpn: 0.022885, loss_rec: 0.058347, loss_semantic: 0.611123, loss_idmrf: 3.955402, loss_adv_gen: -165.168655, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:05:05,455 - INFO - [Train] step: 82999, loss_adv_disc: 0.711436, lr_disc: 0.000010
+2023-03-24 19:05:05,660 - INFO - [Train] step: 82999, loss_mpn: 0.026646, loss_rec: 0.072677, loss_semantic: 0.829507, loss_idmrf: 5.026416, loss_adv_gen: -174.411453, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:05:57,794 - INFO - [Eval] step: 82999, bce: 0.082838, psnr: 24.101946, ssim: 0.823244, lpips: 0.146550
+2023-03-24 19:06:30,897 - INFO - [Train] step: 83099, loss_adv_disc: 1.379137, lr_disc: 0.000010
+2023-03-24 19:06:31,103 - INFO - [Train] step: 83099, loss_mpn: 0.033374, loss_rec: 0.038575, loss_semantic: 0.571969, loss_idmrf: 4.117703, loss_adv_gen: -140.823975, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:07:01,681 - INFO - [Train] step: 83199, loss_adv_disc: 0.976450, lr_disc: 0.000010
+2023-03-24 19:07:01,891 - INFO - [Train] step: 83199, loss_mpn: 0.010123, loss_rec: 0.054677, loss_semantic: 0.657394, loss_idmrf: 2.265957, loss_adv_gen: -196.610275, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:07:33,622 - INFO - [Train] step: 83299, loss_adv_disc: 1.377911, lr_disc: 0.000010
+2023-03-24 19:07:33,831 - INFO - [Train] step: 83299, loss_mpn: 0.025714, loss_rec: 0.044272, loss_semantic: 0.525179, loss_idmrf: 2.014089, loss_adv_gen: -173.714783, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:08:05,026 - INFO - [Train] step: 83399, loss_adv_disc: 0.891232, lr_disc: 0.000010
+2023-03-24 19:08:05,230 - INFO - [Train] step: 83399, loss_mpn: 0.057088, loss_rec: 0.079709, loss_semantic: 0.950861, loss_idmrf: 3.768433, loss_adv_gen: -219.591049, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:08:35,904 - INFO - [Train] step: 83499, loss_adv_disc: -0.143605, lr_disc: 0.000010
+2023-03-24 19:08:36,110 - INFO - [Train] step: 83499, loss_mpn: 0.014900, loss_rec: 0.062384, loss_semantic: 0.695222, loss_idmrf: 4.381968, loss_adv_gen: -125.524612, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:09:07,199 - INFO - [Train] step: 83599, loss_adv_disc: 2.977135, lr_disc: 0.000010
+2023-03-24 19:09:07,406 - INFO - [Train] step: 83599, loss_mpn: 0.015929, loss_rec: 0.048902, loss_semantic: 0.608567, loss_idmrf: 2.004076, loss_adv_gen: -198.297867, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:09:38,731 - INFO - [Train] step: 83699, loss_adv_disc: 1.470574, lr_disc: 0.000010
+2023-03-24 19:09:38,933 - INFO - [Train] step: 83699, loss_mpn: 0.013304, loss_rec: 0.047800, loss_semantic: 0.545529, loss_idmrf: 3.268493, loss_adv_gen: -134.490845, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:10:09,819 - INFO - [Train] step: 83799, loss_adv_disc: 23.067694, lr_disc: 0.000010
+2023-03-24 19:10:10,019 - INFO - [Train] step: 83799, loss_mpn: 0.460135, loss_rec: 0.203985, loss_semantic: 0.901903, loss_idmrf: 5.260338, loss_adv_gen: -165.536118, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:10:41,058 - INFO - [Train] step: 83899, loss_adv_disc: -7.401309, lr_disc: 0.000010
+2023-03-24 19:10:41,267 - INFO - [Train] step: 83899, loss_mpn: 0.058973, loss_rec: 0.088267, loss_semantic: 1.065784, loss_idmrf: 7.454533, loss_adv_gen: -147.309448, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:11:11,748 - INFO - [Train] step: 83999, loss_adv_disc: 3.954529, lr_disc: 0.000010
+2023-03-24 19:11:11,949 - INFO - [Train] step: 83999, loss_mpn: 0.030192, loss_rec: 0.059667, loss_semantic: 0.643455, loss_idmrf: 3.410134, loss_adv_gen: -226.888336, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:12:04,294 - INFO - [Eval] step: 83999, bce: 0.084716, psnr: 24.041584, ssim: 0.822927, lpips: 0.147771
+2023-03-24 19:12:37,155 - INFO - [Train] step: 84099, loss_adv_disc: -0.366610, lr_disc: 0.000010
+2023-03-24 19:12:37,360 - INFO - [Train] step: 84099, loss_mpn: 0.054385, loss_rec: 0.079636, loss_semantic: 0.838275, loss_idmrf: 3.732944, loss_adv_gen: -188.470337, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:13:07,908 - INFO - [Train] step: 84199, loss_adv_disc: -0.551314, lr_disc: 0.000010
+2023-03-24 19:13:08,114 - INFO - [Train] step: 84199, loss_mpn: 0.053240, loss_rec: 0.061951, loss_semantic: 0.781156, loss_idmrf: 2.794673, loss_adv_gen: -165.124146, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:13:39,312 - INFO - [Train] step: 84299, loss_adv_disc: 1.577515, lr_disc: 0.000010
+2023-03-24 19:13:39,520 - INFO - [Train] step: 84299, loss_mpn: 0.035171, loss_rec: 0.043390, loss_semantic: 0.594864, loss_idmrf: 4.464985, loss_adv_gen: -149.491867, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:14:11,248 - INFO - [Train] step: 84399, loss_adv_disc: 1.436915, lr_disc: 0.000010
+2023-03-24 19:14:11,450 - INFO - [Train] step: 84399, loss_mpn: 0.014998, loss_rec: 0.031188, loss_semantic: 0.399288, loss_idmrf: 1.790689, loss_adv_gen: -177.238068, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:14:41,833 - INFO - [Train] step: 84499, loss_adv_disc: -0.086377, lr_disc: 0.000010
+2023-03-24 19:14:42,039 - INFO - [Train] step: 84499, loss_mpn: 0.018598, loss_rec: 0.041158, loss_semantic: 0.511285, loss_idmrf: 3.029418, loss_adv_gen: -152.651993, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:15:12,559 - INFO - [Train] step: 84599, loss_adv_disc: -6.753506, lr_disc: 0.000010
+2023-03-24 19:15:12,771 - INFO - [Train] step: 84599, loss_mpn: 0.037682, loss_rec: 0.067276, loss_semantic: 0.793859, loss_idmrf: 4.221114, loss_adv_gen: -135.330460, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:15:43,854 - INFO - [Train] step: 84699, loss_adv_disc: 1.082966, lr_disc: 0.000010
+2023-03-24 19:15:44,057 - INFO - [Train] step: 84699, loss_mpn: 0.006073, loss_rec: 0.020644, loss_semantic: 0.343970, loss_idmrf: 0.854454, loss_adv_gen: -200.951630, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:16:14,896 - INFO - [Train] step: 84799, loss_adv_disc: 3.042069, lr_disc: 0.000010
+2023-03-24 19:16:15,104 - INFO - [Train] step: 84799, loss_mpn: 0.059480, loss_rec: 0.068987, loss_semantic: 0.788114, loss_idmrf: 4.041356, loss_adv_gen: -205.542740, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:16:45,651 - INFO - [Train] step: 84899, loss_adv_disc: 0.435208, lr_disc: 0.000010
+2023-03-24 19:16:45,852 - INFO - [Train] step: 84899, loss_mpn: 0.037797, loss_rec: 0.023685, loss_semantic: 0.540027, loss_idmrf: 4.457657, loss_adv_gen: -139.854553, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:17:16,738 - INFO - [Train] step: 84999, loss_adv_disc: 4.009915, lr_disc: 0.000010
+2023-03-24 19:17:16,939 - INFO - [Train] step: 84999, loss_mpn: 0.082274, loss_rec: 0.090628, loss_semantic: 0.882911, loss_idmrf: 4.038031, loss_adv_gen: -224.181946, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:18:09,265 - INFO - [Eval] step: 84999, bce: 0.083001, psnr: 24.015684, ssim: 0.823525, lpips: 0.147458
+2023-03-24 19:18:43,056 - INFO - [Train] step: 85099, loss_adv_disc: 2.818990, lr_disc: 0.000010
+2023-03-24 19:18:43,259 - INFO - [Train] step: 85099, loss_mpn: 0.055169, loss_rec: 0.092901, loss_semantic: 1.007869, loss_idmrf: 4.110964, loss_adv_gen: -214.633667, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:19:14,034 - INFO - [Train] step: 85199, loss_adv_disc: 0.429423, lr_disc: 0.000010
+2023-03-24 19:19:14,237 - INFO - [Train] step: 85199, loss_mpn: 0.015981, loss_rec: 0.046030, loss_semantic: 0.621191, loss_idmrf: 4.474997, loss_adv_gen: -182.026627, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:19:45,415 - INFO - [Train] step: 85299, loss_adv_disc: 2.073104, lr_disc: 0.000010
+2023-03-24 19:19:45,620 - INFO - [Train] step: 85299, loss_mpn: 0.045003, loss_rec: 0.060924, loss_semantic: 0.809819, loss_idmrf: 3.556915, loss_adv_gen: -194.479950, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:20:17,722 - INFO - [Train] step: 85399, loss_adv_disc: -0.251040, lr_disc: 0.000010
+2023-03-24 19:20:17,934 - INFO - [Train] step: 85399, loss_mpn: 0.049213, loss_rec: 0.078467, loss_semantic: 0.823110, loss_idmrf: 4.326179, loss_adv_gen: -164.776093, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:20:49,077 - INFO - [Train] step: 85499, loss_adv_disc: -1.562192, lr_disc: 0.000010
+2023-03-24 19:20:49,284 - INFO - [Train] step: 85499, loss_mpn: 0.047409, loss_rec: 0.068753, loss_semantic: 0.904406, loss_idmrf: 5.481644, loss_adv_gen: -187.577103, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:21:20,183 - INFO - [Train] step: 85599, loss_adv_disc: 0.174847, lr_disc: 0.000010
+2023-03-24 19:21:20,392 - INFO - [Train] step: 85599, loss_mpn: 0.016240, loss_rec: 0.015676, loss_semantic: 0.312678, loss_idmrf: 3.895772, loss_adv_gen: -108.786804, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:21:51,097 - INFO - [Train] step: 85699, loss_adv_disc: 6.377499, lr_disc: 0.000010
+2023-03-24 19:21:51,300 - INFO - [Train] step: 85699, loss_mpn: 0.058808, loss_rec: 0.051227, loss_semantic: 0.535145, loss_idmrf: 2.133995, loss_adv_gen: -207.779099, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:22:21,970 - INFO - [Train] step: 85799, loss_adv_disc: -4.012229, lr_disc: 0.000010
+2023-03-24 19:22:22,184 - INFO - [Train] step: 85799, loss_mpn: 0.039058, loss_rec: 0.092661, loss_semantic: 0.849443, loss_idmrf: 5.065362, loss_adv_gen: -163.483063, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:22:53,165 - INFO - [Train] step: 85899, loss_adv_disc: 3.226912, lr_disc: 0.000010
+2023-03-24 19:22:53,372 - INFO - [Train] step: 85899, loss_mpn: 0.025805, loss_rec: 0.084103, loss_semantic: 0.672050, loss_idmrf: 5.139476, loss_adv_gen: -129.117981, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:23:23,598 - INFO - [Train] step: 85999, loss_adv_disc: 0.047982, lr_disc: 0.000010
+2023-03-24 19:23:23,800 - INFO - [Train] step: 85999, loss_mpn: 0.016792, loss_rec: 0.017498, loss_semantic: 0.279727, loss_idmrf: 1.810847, loss_adv_gen: -115.428528, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:24:16,329 - INFO - [Eval] step: 85999, bce: 0.083404, psnr: 24.192989, ssim: 0.826685, lpips: 0.146558
+2023-03-24 19:24:49,530 - INFO - [Train] step: 86099, loss_adv_disc: -0.023063, lr_disc: 0.000010
+2023-03-24 19:24:49,735 - INFO - [Train] step: 86099, loss_mpn: 0.020919, loss_rec: 0.040260, loss_semantic: 0.511604, loss_idmrf: 3.727674, loss_adv_gen: -153.481506, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:25:20,317 - INFO - [Train] step: 86199, loss_adv_disc: -8.593869, lr_disc: 0.000010
+2023-03-24 19:25:20,519 - INFO - [Train] step: 86199, loss_mpn: 0.030127, loss_rec: 0.092118, loss_semantic: 0.959679, loss_idmrf: 4.668930, loss_adv_gen: -138.756851, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:25:51,117 - INFO - [Train] step: 86299, loss_adv_disc: 0.353912, lr_disc: 0.000010
+2023-03-24 19:25:51,321 - INFO - [Train] step: 86299, loss_mpn: 0.035521, loss_rec: 0.067683, loss_semantic: 0.864086, loss_idmrf: 4.011586, loss_adv_gen: -186.401215, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:26:23,131 - INFO - [Train] step: 86399, loss_adv_disc: 4.651716, lr_disc: 0.000010
+2023-03-24 19:26:23,342 - INFO - [Train] step: 86399, loss_mpn: 0.014504, loss_rec: 0.029564, loss_semantic: 0.440167, loss_idmrf: 0.638475, loss_adv_gen: -219.415619, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:26:54,546 - INFO - [Train] step: 86499, loss_adv_disc: 3.148539, lr_disc: 0.000010
+2023-03-24 19:26:54,756 - INFO - [Train] step: 86499, loss_mpn: 0.042323, loss_rec: 0.086211, loss_semantic: 0.910144, loss_idmrf: 4.292686, loss_adv_gen: -183.170319, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:27:25,169 - INFO - [Train] step: 86599, loss_adv_disc: -2.423921, lr_disc: 0.000010
+2023-03-24 19:27:25,367 - INFO - [Train] step: 86599, loss_mpn: 0.033099, loss_rec: 0.049688, loss_semantic: 0.693320, loss_idmrf: 5.580202, loss_adv_gen: -100.226685, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:27:56,290 - INFO - [Train] step: 86699, loss_adv_disc: -1.833966, lr_disc: 0.000010
+2023-03-24 19:27:56,492 - INFO - [Train] step: 86699, loss_mpn: 0.037940, loss_rec: 0.104194, loss_semantic: 1.150722, loss_idmrf: 5.000649, loss_adv_gen: -171.416718, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:28:26,944 - INFO - [Train] step: 86799, loss_adv_disc: 0.724389, lr_disc: 0.000010
+2023-03-24 19:28:27,148 - INFO - [Train] step: 86799, loss_mpn: 0.022998, loss_rec: 0.047620, loss_semantic: 0.602126, loss_idmrf: 3.474241, loss_adv_gen: -189.271942, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:28:58,050 - INFO - [Train] step: 86899, loss_adv_disc: -0.885563, lr_disc: 0.000010
+2023-03-24 19:28:58,255 - INFO - [Train] step: 86899, loss_mpn: 0.034218, loss_rec: 0.046884, loss_semantic: 0.603812, loss_idmrf: 6.140337, loss_adv_gen: -104.792297, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:29:28,925 - INFO - [Train] step: 86999, loss_adv_disc: -5.555883, lr_disc: 0.000010
+2023-03-24 19:29:29,125 - INFO - [Train] step: 86999, loss_mpn: 0.037320, loss_rec: 0.074234, loss_semantic: 0.740538, loss_idmrf: 4.367705, loss_adv_gen: -161.900757, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:30:21,449 - INFO - [Eval] step: 86999, bce: 0.083424, psnr: 24.207577, ssim: 0.825089, lpips: 0.146292
+2023-03-24 19:30:54,987 - INFO - [Train] step: 87099, loss_adv_disc: 2.121630, lr_disc: 0.000010
+2023-03-24 19:30:55,192 - INFO - [Train] step: 87099, loss_mpn: 0.039390, loss_rec: 0.074378, loss_semantic: 0.938193, loss_idmrf: 4.197458, loss_adv_gen: -220.939804, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:31:25,875 - INFO - [Train] step: 87199, loss_adv_disc: -6.659136, lr_disc: 0.000010
+2023-03-24 19:31:26,077 - INFO - [Train] step: 87199, loss_mpn: 0.030934, loss_rec: 0.087471, loss_semantic: 0.817988, loss_idmrf: 5.098312, loss_adv_gen: -183.130920, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:31:57,176 - INFO - [Train] step: 87299, loss_adv_disc: -4.813323, lr_disc: 0.000010
+2023-03-24 19:31:57,382 - INFO - [Train] step: 87299, loss_mpn: 0.025832, loss_rec: 0.045267, loss_semantic: 0.753282, loss_idmrf: 3.542005, loss_adv_gen: -142.559448, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:32:28,247 - INFO - [Train] step: 87399, loss_adv_disc: -2.275676, lr_disc: 0.000010
+2023-03-24 19:32:28,455 - INFO - [Train] step: 87399, loss_mpn: 0.026313, loss_rec: 0.066372, loss_semantic: 0.844981, loss_idmrf: 3.601729, loss_adv_gen: -225.395386, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:33:00,414 - INFO - [Train] step: 87499, loss_adv_disc: 0.624670, lr_disc: 0.000010
+2023-03-24 19:33:00,621 - INFO - [Train] step: 87499, loss_mpn: 0.046190, loss_rec: 0.068881, loss_semantic: 0.777219, loss_idmrf: 2.956977, loss_adv_gen: -205.394821, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:33:31,696 - INFO - [Train] step: 87599, loss_adv_disc: -1.855401, lr_disc: 0.000010
+2023-03-24 19:33:31,901 - INFO - [Train] step: 87599, loss_mpn: 0.025206, loss_rec: 0.083851, loss_semantic: 0.867965, loss_idmrf: 4.212572, loss_adv_gen: -196.613235, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:34:02,428 - INFO - [Train] step: 87699, loss_adv_disc: 0.158146, lr_disc: 0.000010
+2023-03-24 19:34:02,636 - INFO - [Train] step: 87699, loss_mpn: 0.017470, loss_rec: 0.035260, loss_semantic: 0.468693, loss_idmrf: 2.575345, loss_adv_gen: -152.238373, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:34:33,390 - INFO - [Train] step: 87799, loss_adv_disc: -7.210095, lr_disc: 0.000010
+2023-03-24 19:34:33,599 - INFO - [Train] step: 87799, loss_mpn: 0.038444, loss_rec: 0.092081, loss_semantic: 0.904387, loss_idmrf: 5.196666, loss_adv_gen: -163.943283, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:35:04,512 - INFO - [Train] step: 87899, loss_adv_disc: -8.958869, lr_disc: 0.000010
+2023-03-24 19:35:04,715 - INFO - [Train] step: 87899, loss_mpn: 0.029883, loss_rec: 0.134220, loss_semantic: 1.259120, loss_idmrf: 6.381090, loss_adv_gen: -193.920532, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:35:35,374 - INFO - [Train] step: 87999, loss_adv_disc: 1.848129, lr_disc: 0.000010
+2023-03-24 19:35:35,578 - INFO - [Train] step: 87999, loss_mpn: 0.013259, loss_rec: 0.021983, loss_semantic: 0.354893, loss_idmrf: 1.278883, loss_adv_gen: -135.714294, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:36:27,498 - INFO - [Eval] step: 87999, bce: 0.086424, psnr: 24.250437, ssim: 0.825971, lpips: 0.145366
+2023-03-24 19:36:59,990 - INFO - [Train] step: 88099, loss_adv_disc: 0.289324, lr_disc: 0.000010
+2023-03-24 19:37:00,196 - INFO - [Train] step: 88099, loss_mpn: 0.018349, loss_rec: 0.036423, loss_semantic: 0.534996, loss_idmrf: 3.309806, loss_adv_gen: -145.468445, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:37:31,039 - INFO - [Train] step: 88199, loss_adv_disc: -3.987255, lr_disc: 0.000010
+2023-03-24 19:37:31,243 - INFO - [Train] step: 88199, loss_mpn: 0.027452, loss_rec: 0.070531, loss_semantic: 0.725925, loss_idmrf: 3.994265, loss_adv_gen: -142.106537, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:38:02,198 - INFO - [Train] step: 88299, loss_adv_disc: -0.452804, lr_disc: 0.000010
+2023-03-24 19:38:02,403 - INFO - [Train] step: 88299, loss_mpn: 0.014020, loss_rec: 0.022807, loss_semantic: 0.372190, loss_idmrf: 2.119943, loss_adv_gen: -142.896637, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:38:33,050 - INFO - [Train] step: 88399, loss_adv_disc: -0.587237, lr_disc: 0.000010
+2023-03-24 19:38:33,255 - INFO - [Train] step: 88399, loss_mpn: 0.050966, loss_rec: 0.082561, loss_semantic: 0.962767, loss_idmrf: 5.252839, loss_adv_gen: -167.263351, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:39:05,030 - INFO - [Train] step: 88499, loss_adv_disc: 3.623153, lr_disc: 0.000010
+2023-03-24 19:39:05,252 - INFO - [Train] step: 88499, loss_mpn: 0.019576, loss_rec: 0.018804, loss_semantic: 0.352863, loss_idmrf: 2.404519, loss_adv_gen: -153.743073, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:39:36,527 - INFO - [Train] step: 88599, loss_adv_disc: 2.211139, lr_disc: 0.000010
+2023-03-24 19:39:36,732 - INFO - [Train] step: 88599, loss_mpn: 0.025409, loss_rec: 0.032793, loss_semantic: 0.522377, loss_idmrf: 2.408188, loss_adv_gen: -138.851013, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:40:07,923 - INFO - [Train] step: 88699, loss_adv_disc: -1.568940, lr_disc: 0.000010
+2023-03-24 19:40:08,128 - INFO - [Train] step: 88699, loss_mpn: 0.052678, loss_rec: 0.061438, loss_semantic: 0.718235, loss_idmrf: 3.868394, loss_adv_gen: -96.942703, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:40:38,915 - INFO - [Train] step: 88799, loss_adv_disc: 1.204122, lr_disc: 0.000010
+2023-03-24 19:40:39,115 - INFO - [Train] step: 88799, loss_mpn: 0.014237, loss_rec: 0.036959, loss_semantic: 0.554647, loss_idmrf: 1.850269, loss_adv_gen: -197.201401, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:41:09,680 - INFO - [Train] step: 88899, loss_adv_disc: 0.936160, lr_disc: 0.000010
+2023-03-24 19:41:09,887 - INFO - [Train] step: 88899, loss_mpn: 0.015200, loss_rec: 0.011063, loss_semantic: 0.246154, loss_idmrf: 1.636053, loss_adv_gen: -127.741737, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:41:41,114 - INFO - [Train] step: 88999, loss_adv_disc: 3.999841, lr_disc: 0.000010
+2023-03-24 19:41:41,317 - INFO - [Train] step: 88999, loss_mpn: 0.073714, loss_rec: 0.075407, loss_semantic: 0.799746, loss_idmrf: 4.280758, loss_adv_gen: -174.287933, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:42:33,250 - INFO - [Eval] step: 88999, bce: 0.084409, psnr: 24.287815, ssim: 0.826872, lpips: 0.146202
+2023-03-24 19:43:06,520 - INFO - [Train] step: 89099, loss_adv_disc: 1.127920, lr_disc: 0.000010
+2023-03-24 19:43:06,720 - INFO - [Train] step: 89099, loss_mpn: 0.016310, loss_rec: 0.054394, loss_semantic: 0.571182, loss_idmrf: 2.458706, loss_adv_gen: -199.573898, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:43:37,502 - INFO - [Train] step: 89199, loss_adv_disc: 3.893351, lr_disc: 0.000010
+2023-03-24 19:43:37,709 - INFO - [Train] step: 89199, loss_mpn: 0.010697, loss_rec: 0.022348, loss_semantic: 0.310322, loss_idmrf: 1.593763, loss_adv_gen: -141.683151, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:44:08,552 - INFO - [Train] step: 89299, loss_adv_disc: -4.968848, lr_disc: 0.000010
+2023-03-24 19:44:08,754 - INFO - [Train] step: 89299, loss_mpn: 0.047242, loss_rec: 0.057586, loss_semantic: 0.633714, loss_idmrf: 4.112913, loss_adv_gen: -128.258667, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:44:39,873 - INFO - [Train] step: 89399, loss_adv_disc: -5.749505, lr_disc: 0.000010
+2023-03-24 19:44:40,090 - INFO - [Train] step: 89399, loss_mpn: 0.024515, loss_rec: 0.089529, loss_semantic: 0.913941, loss_idmrf: 5.353129, loss_adv_gen: -190.032791, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:45:11,561 - INFO - [Train] step: 89499, loss_adv_disc: 2.049794, lr_disc: 0.000010
+2023-03-24 19:45:11,761 - INFO - [Train] step: 89499, loss_mpn: 0.013076, loss_rec: 0.027789, loss_semantic: 0.392807, loss_idmrf: 1.850865, loss_adv_gen: -208.781647, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:45:43,270 - INFO - [Train] step: 89599, loss_adv_disc: -1.254044, lr_disc: 0.000010
+2023-03-24 19:45:43,477 - INFO - [Train] step: 89599, loss_mpn: 0.036076, loss_rec: 0.049534, loss_semantic: 0.575986, loss_idmrf: 2.803842, loss_adv_gen: -150.603424, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:46:13,824 - INFO - [Train] step: 89699, loss_adv_disc: -2.137623, lr_disc: 0.000010
+2023-03-24 19:46:14,030 - INFO - [Train] step: 89699, loss_mpn: 0.040005, loss_rec: 0.083980, loss_semantic: 0.762079, loss_idmrf: 3.941764, loss_adv_gen: -186.019287, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:46:44,589 - INFO - [Train] step: 89799, loss_adv_disc: -1.535721, lr_disc: 0.000010
+2023-03-24 19:46:44,791 - INFO - [Train] step: 89799, loss_mpn: 0.049037, loss_rec: 0.090654, loss_semantic: 1.025760, loss_idmrf: 5.388531, loss_adv_gen: -173.660019, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:47:15,738 - INFO - [Train] step: 89899, loss_adv_disc: -1.277852, lr_disc: 0.000010
+2023-03-24 19:47:15,937 - INFO - [Train] step: 89899, loss_mpn: 0.082183, loss_rec: 0.139055, loss_semantic: 1.246861, loss_idmrf: 7.483986, loss_adv_gen: -206.805176, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:47:46,570 - INFO - [Train] step: 89999, loss_adv_disc: 2.856774, lr_disc: 0.000010
+2023-03-24 19:47:46,772 - INFO - [Train] step: 89999, loss_mpn: 0.024774, loss_rec: 0.093909, loss_semantic: 0.959899, loss_idmrf: 4.213023, loss_adv_gen: -200.275406, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:48:39,010 - INFO - [Eval] step: 89999, bce: 0.083738, psnr: 24.179564, ssim: 0.824471, lpips: 0.146373
+2023-03-24 19:49:12,134 - INFO - [Train] step: 90099, loss_adv_disc: -3.418869, lr_disc: 0.000010
+2023-03-24 19:49:12,338 - INFO - [Train] step: 90099, loss_mpn: 0.035153, loss_rec: 0.094518, loss_semantic: 0.832945, loss_idmrf: 5.214375, loss_adv_gen: -194.188644, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:49:43,112 - INFO - [Train] step: 90199, loss_adv_disc: 2.528168, lr_disc: 0.000010
+2023-03-24 19:49:43,311 - INFO - [Train] step: 90199, loss_mpn: 0.056234, loss_rec: 0.041455, loss_semantic: 0.622327, loss_idmrf: 2.640025, loss_adv_gen: -159.263977, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:50:13,766 - INFO - [Train] step: 90299, loss_adv_disc: -8.388200, lr_disc: 0.000010
+2023-03-24 19:50:13,968 - INFO - [Train] step: 90299, loss_mpn: 0.032993, loss_rec: 0.086267, loss_semantic: 0.984630, loss_idmrf: 5.430464, loss_adv_gen: -204.734833, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:50:44,746 - INFO - [Train] step: 90399, loss_adv_disc: -7.031474, lr_disc: 0.000010
+2023-03-24 19:50:44,949 - INFO - [Train] step: 90399, loss_mpn: 0.070836, loss_rec: 0.109649, loss_semantic: 1.080364, loss_idmrf: 5.816694, loss_adv_gen: -166.277725, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:51:15,751 - INFO - [Train] step: 90499, loss_adv_disc: 4.078547, lr_disc: 0.000010
+2023-03-24 19:51:15,957 - INFO - [Train] step: 90499, loss_mpn: 0.049028, loss_rec: 0.064414, loss_semantic: 0.657252, loss_idmrf: 3.560606, loss_adv_gen: -176.547607, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:51:47,296 - INFO - [Train] step: 90599, loss_adv_disc: 1.585620, lr_disc: 0.000010
+2023-03-24 19:51:47,503 - INFO - [Train] step: 90599, loss_mpn: 0.034861, loss_rec: 0.026639, loss_semantic: 0.449855, loss_idmrf: 1.238886, loss_adv_gen: -176.230408, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:52:18,834 - INFO - [Train] step: 90699, loss_adv_disc: -2.381407, lr_disc: 0.000010
+2023-03-24 19:52:19,038 - INFO - [Train] step: 90699, loss_mpn: 0.075776, loss_rec: 0.070972, loss_semantic: 0.804044, loss_idmrf: 4.320774, loss_adv_gen: -208.097717, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:52:49,549 - INFO - [Train] step: 90799, loss_adv_disc: 2.459340, lr_disc: 0.000010
+2023-03-24 19:52:49,750 - INFO - [Train] step: 90799, loss_mpn: 0.044621, loss_rec: 0.061129, loss_semantic: 0.687542, loss_idmrf: 3.601775, loss_adv_gen: -157.908234, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:53:20,207 - INFO - [Train] step: 90899, loss_adv_disc: 2.447732, lr_disc: 0.000010
+2023-03-24 19:53:20,409 - INFO - [Train] step: 90899, loss_mpn: 0.040171, loss_rec: 0.038134, loss_semantic: 0.544737, loss_idmrf: 5.123971, loss_adv_gen: -122.239212, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:53:51,195 - INFO - [Train] step: 90999, loss_adv_disc: -7.989176, lr_disc: 0.000010
+2023-03-24 19:53:51,400 - INFO - [Train] step: 90999, loss_mpn: 0.037658, loss_rec: 0.081676, loss_semantic: 0.784814, loss_idmrf: 3.838587, loss_adv_gen: -180.948776, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:54:44,162 - INFO - [Eval] step: 90999, bce: 0.086093, psnr: 24.238596, ssim: 0.823273, lpips: 0.145172
+2023-03-24 19:55:17,400 - INFO - [Train] step: 91099, loss_adv_disc: 0.788266, lr_disc: 0.000010
+2023-03-24 19:55:17,603 - INFO - [Train] step: 91099, loss_mpn: 0.016730, loss_rec: 0.097481, loss_semantic: 0.597451, loss_idmrf: 3.766461, loss_adv_gen: -169.511459, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:55:48,105 - INFO - [Train] step: 91199, loss_adv_disc: 2.196271, lr_disc: 0.000010
+2023-03-24 19:55:48,312 - INFO - [Train] step: 91199, loss_mpn: 0.031743, loss_rec: 0.062014, loss_semantic: 0.652813, loss_idmrf: 4.073996, loss_adv_gen: -183.818649, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:56:19,235 - INFO - [Train] step: 91299, loss_adv_disc: -3.448918, lr_disc: 0.000010
+2023-03-24 19:56:19,442 - INFO - [Train] step: 91299, loss_mpn: 0.026219, loss_rec: 0.081475, loss_semantic: 0.777257, loss_idmrf: 2.920702, loss_adv_gen: -197.042496, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:56:50,179 - INFO - [Train] step: 91399, loss_adv_disc: 2.300619, lr_disc: 0.000010
+2023-03-24 19:56:50,387 - INFO - [Train] step: 91399, loss_mpn: 0.034845, loss_rec: 0.087181, loss_semantic: 0.789703, loss_idmrf: 4.079706, loss_adv_gen: -175.620300, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:57:21,353 - INFO - [Train] step: 91499, loss_adv_disc: -1.780056, lr_disc: 0.000010
+2023-03-24 19:57:21,557 - INFO - [Train] step: 91499, loss_mpn: 0.015391, loss_rec: 0.043182, loss_semantic: 0.568052, loss_idmrf: 2.529471, loss_adv_gen: -155.282043, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:57:53,356 - INFO - [Train] step: 91599, loss_adv_disc: -1.006687, lr_disc: 0.000010
+2023-03-24 19:57:53,577 - INFO - [Train] step: 91599, loss_mpn: 0.023733, loss_rec: 0.043074, loss_semantic: 0.564094, loss_idmrf: 3.158256, loss_adv_gen: -183.141022, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:58:25,444 - INFO - [Train] step: 91699, loss_adv_disc: -2.849930, lr_disc: 0.000010
+2023-03-24 19:58:25,650 - INFO - [Train] step: 91699, loss_mpn: 0.060458, loss_rec: 0.109571, loss_semantic: 0.939546, loss_idmrf: 4.655023, loss_adv_gen: -191.389099, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:58:56,318 - INFO - [Train] step: 91799, loss_adv_disc: 2.702616, lr_disc: 0.000010
+2023-03-24 19:58:56,524 - INFO - [Train] step: 91799, loss_mpn: 0.029450, loss_rec: 0.028956, loss_semantic: 0.445589, loss_idmrf: 2.944658, loss_adv_gen: -133.958282, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:59:27,401 - INFO - [Train] step: 91899, loss_adv_disc: 0.523685, lr_disc: 0.000010
+2023-03-24 19:59:27,603 - INFO - [Train] step: 91899, loss_mpn: 0.045272, loss_rec: 0.072359, loss_semantic: 0.879942, loss_idmrf: 4.765068, loss_adv_gen: -192.474960, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 19:59:58,419 - INFO - [Train] step: 91999, loss_adv_disc: 2.457901, lr_disc: 0.000010
+2023-03-24 19:59:58,616 - INFO - [Train] step: 91999, loss_mpn: 0.047524, loss_rec: 0.086338, loss_semantic: 0.857421, loss_idmrf: 3.773219, loss_adv_gen: -233.002472, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:00:50,738 - INFO - [Eval] step: 91999, bce: 0.083012, psnr: 24.004055, ssim: 0.822978, lpips: 0.146783
+2023-03-24 20:01:23,593 - INFO - [Train] step: 92099, loss_adv_disc: 1.859987, lr_disc: 0.000010
+2023-03-24 20:01:23,792 - INFO - [Train] step: 92099, loss_mpn: 0.036619, loss_rec: 0.060938, loss_semantic: 0.781490, loss_idmrf: 2.842673, loss_adv_gen: -191.408997, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:01:54,366 - INFO - [Train] step: 92199, loss_adv_disc: -0.506742, lr_disc: 0.000010
+2023-03-24 20:01:54,566 - INFO - [Train] step: 92199, loss_mpn: 0.036753, loss_rec: 0.055203, loss_semantic: 0.671918, loss_idmrf: 2.838187, loss_adv_gen: -192.344299, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:02:25,110 - INFO - [Train] step: 92299, loss_adv_disc: 0.656791, lr_disc: 0.000010
+2023-03-24 20:02:25,309 - INFO - [Train] step: 92299, loss_mpn: 0.060131, loss_rec: 0.040721, loss_semantic: 0.528925, loss_idmrf: 5.095533, loss_adv_gen: -109.958679, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:02:56,294 - INFO - [Train] step: 92399, loss_adv_disc: -5.281757, lr_disc: 0.000010
+2023-03-24 20:02:56,499 - INFO - [Train] step: 92399, loss_mpn: 0.039978, loss_rec: 0.059400, loss_semantic: 0.765274, loss_idmrf: 7.637494, loss_adv_gen: -139.016266, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:03:27,537 - INFO - [Train] step: 92499, loss_adv_disc: -6.213406, lr_disc: 0.000010
+2023-03-24 20:03:27,746 - INFO - [Train] step: 92499, loss_mpn: 0.038574, loss_rec: 0.114876, loss_semantic: 0.990085, loss_idmrf: 5.064961, loss_adv_gen: -206.930923, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:03:59,323 - INFO - [Train] step: 92599, loss_adv_disc: 1.809684, lr_disc: 0.000010
+2023-03-24 20:03:59,529 - INFO - [Train] step: 92599, loss_mpn: 0.038867, loss_rec: 0.086615, loss_semantic: 0.864202, loss_idmrf: 3.374563, loss_adv_gen: -232.680359, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:04:31,208 - INFO - [Train] step: 92699, loss_adv_disc: -0.192141, lr_disc: 0.000010
+2023-03-24 20:04:31,412 - INFO - [Train] step: 92699, loss_mpn: 0.033535, loss_rec: 0.101659, loss_semantic: 0.886933, loss_idmrf: 5.782598, loss_adv_gen: -143.604706, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:05:02,144 - INFO - [Train] step: 92799, loss_adv_disc: 0.540598, lr_disc: 0.000010
+2023-03-24 20:05:02,350 - INFO - [Train] step: 92799, loss_mpn: 0.013002, loss_rec: 0.023527, loss_semantic: 0.429197, loss_idmrf: 2.118418, loss_adv_gen: -173.067474, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:05:33,146 - INFO - [Train] step: 92899, loss_adv_disc: -0.657903, lr_disc: 0.000010
+2023-03-24 20:05:33,352 - INFO - [Train] step: 92899, loss_mpn: 0.014266, loss_rec: 0.026799, loss_semantic: 0.352576, loss_idmrf: 1.349281, loss_adv_gen: -162.194717, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:06:03,854 - INFO - [Train] step: 92999, loss_adv_disc: -0.807685, lr_disc: 0.000010
+2023-03-24 20:06:04,057 - INFO - [Train] step: 92999, loss_mpn: 0.035333, loss_rec: 0.093805, loss_semantic: 0.838102, loss_idmrf: 3.471174, loss_adv_gen: -203.827316, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:06:57,661 - INFO - [Eval] step: 92999, bce: 0.081645, psnr: 24.128044, ssim: 0.821649, lpips: 0.147941
+2023-03-24 20:07:31,114 - INFO - [Train] step: 93099, loss_adv_disc: 0.200081, lr_disc: 0.000010
+2023-03-24 20:07:31,320 - INFO - [Train] step: 93099, loss_mpn: 0.035782, loss_rec: 0.090734, loss_semantic: 0.996347, loss_idmrf: 5.109919, loss_adv_gen: -194.793915, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:08:02,215 - INFO - [Train] step: 93199, loss_adv_disc: -6.924877, lr_disc: 0.000010
+2023-03-24 20:08:02,417 - INFO - [Train] step: 93199, loss_mpn: 0.036702, loss_rec: 0.120491, loss_semantic: 1.139111, loss_idmrf: 5.216194, loss_adv_gen: -221.051453, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:08:33,088 - INFO - [Train] step: 93299, loss_adv_disc: -1.242681, lr_disc: 0.000010
+2023-03-24 20:08:33,292 - INFO - [Train] step: 93299, loss_mpn: 0.041550, loss_rec: 0.066048, loss_semantic: 0.730173, loss_idmrf: 4.357222, loss_adv_gen: -195.799042, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:09:04,253 - INFO - [Train] step: 93399, loss_adv_disc: -5.086983, lr_disc: 0.000010
+2023-03-24 20:09:04,460 - INFO - [Train] step: 93399, loss_mpn: 0.027941, loss_rec: 0.093940, loss_semantic: 0.956892, loss_idmrf: 4.063605, loss_adv_gen: -205.668808, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:09:35,231 - INFO - [Train] step: 93499, loss_adv_disc: 2.422299, lr_disc: 0.000010
+2023-03-24 20:09:35,439 - INFO - [Train] step: 93499, loss_mpn: 0.040014, loss_rec: 0.036929, loss_semantic: 0.513281, loss_idmrf: 2.334128, loss_adv_gen: -183.064056, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:10:06,541 - INFO - [Train] step: 93599, loss_adv_disc: -5.184219, lr_disc: 0.000010
+2023-03-24 20:10:06,748 - INFO - [Train] step: 93599, loss_mpn: 0.029534, loss_rec: 0.099101, loss_semantic: 0.893728, loss_idmrf: 4.320614, loss_adv_gen: -199.722260, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:10:37,949 - INFO - [Train] step: 93699, loss_adv_disc: 4.998515, lr_disc: 0.000010
+2023-03-24 20:10:38,153 - INFO - [Train] step: 93699, loss_mpn: 0.040743, loss_rec: 0.059565, loss_semantic: 0.650459, loss_idmrf: 1.935623, loss_adv_gen: -200.875168, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:11:09,001 - INFO - [Train] step: 93799, loss_adv_disc: 1.622342, lr_disc: 0.000010
+2023-03-24 20:11:09,206 - INFO - [Train] step: 93799, loss_mpn: 0.053270, loss_rec: 0.056765, loss_semantic: 0.747163, loss_idmrf: 2.867917, loss_adv_gen: -167.495804, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:11:39,756 - INFO - [Train] step: 93899, loss_adv_disc: 0.263090, lr_disc: 0.000010
+2023-03-24 20:11:39,966 - INFO - [Train] step: 93899, loss_mpn: 0.045768, loss_rec: 0.058029, loss_semantic: 0.773837, loss_idmrf: 2.495618, loss_adv_gen: -219.292908, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:12:10,567 - INFO - [Train] step: 93999, loss_adv_disc: 1.127470, lr_disc: 0.000010
+2023-03-24 20:12:10,771 - INFO - [Train] step: 93999, loss_mpn: 0.033259, loss_rec: 0.039827, loss_semantic: 0.545490, loss_idmrf: 2.180045, loss_adv_gen: -175.261108, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:13:02,875 - INFO - [Eval] step: 93999, bce: 0.083488, psnr: 24.281301, ssim: 0.826532, lpips: 0.146257
+2023-03-24 20:13:36,282 - INFO - [Train] step: 94099, loss_adv_disc: 0.258221, lr_disc: 0.000010
+2023-03-24 20:13:36,483 - INFO - [Train] step: 94099, loss_mpn: 0.024753, loss_rec: 0.061527, loss_semantic: 0.651433, loss_idmrf: 2.402020, loss_adv_gen: -223.128510, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:14:07,131 - INFO - [Train] step: 94199, loss_adv_disc: -1.403889, lr_disc: 0.000010
+2023-03-24 20:14:07,333 - INFO - [Train] step: 94199, loss_mpn: 0.012136, loss_rec: 0.057647, loss_semantic: 0.645500, loss_idmrf: 3.833028, loss_adv_gen: -175.381622, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:14:38,249 - INFO - [Train] step: 94299, loss_adv_disc: 4.946856, lr_disc: 0.000010
+2023-03-24 20:14:38,455 - INFO - [Train] step: 94299, loss_mpn: 0.048172, loss_rec: 0.043162, loss_semantic: 0.548809, loss_idmrf: 2.115798, loss_adv_gen: -169.789581, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:15:09,480 - INFO - [Train] step: 94399, loss_adv_disc: 2.941259, lr_disc: 0.000010
+2023-03-24 20:15:09,689 - INFO - [Train] step: 94399, loss_mpn: 0.047743, loss_rec: 0.052624, loss_semantic: 0.621541, loss_idmrf: 2.215946, loss_adv_gen: -184.608765, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:15:40,370 - INFO - [Train] step: 94499, loss_adv_disc: 4.668168, lr_disc: 0.000010
+2023-03-24 20:15:40,578 - INFO - [Train] step: 94499, loss_mpn: 0.027020, loss_rec: 0.042927, loss_semantic: 0.563306, loss_idmrf: 3.207019, loss_adv_gen: -164.659500, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:16:11,578 - INFO - [Train] step: 94599, loss_adv_disc: -5.192935, lr_disc: 0.000010
+2023-03-24 20:16:11,783 - INFO - [Train] step: 94599, loss_mpn: 0.036936, loss_rec: 0.100385, loss_semantic: 0.980777, loss_idmrf: 5.795267, loss_adv_gen: -192.969238, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:16:43,462 - INFO - [Train] step: 94699, loss_adv_disc: -0.705591, lr_disc: 0.000010
+2023-03-24 20:16:43,670 - INFO - [Train] step: 94699, loss_mpn: 0.033584, loss_rec: 0.052715, loss_semantic: 0.738003, loss_idmrf: 3.461528, loss_adv_gen: -195.558289, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:17:14,787 - INFO - [Train] step: 94799, loss_adv_disc: 4.852195, lr_disc: 0.000010
+2023-03-24 20:17:14,992 - INFO - [Train] step: 94799, loss_mpn: 0.046286, loss_rec: 0.037088, loss_semantic: 0.541015, loss_idmrf: 3.496440, loss_adv_gen: -174.558990, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:17:45,768 - INFO - [Train] step: 94899, loss_adv_disc: 0.706890, lr_disc: 0.000010
+2023-03-24 20:17:45,973 - INFO - [Train] step: 94899, loss_mpn: 0.013669, loss_rec: 0.026884, loss_semantic: 0.375707, loss_idmrf: 2.622893, loss_adv_gen: -155.168839, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:18:16,924 - INFO - [Train] step: 94999, loss_adv_disc: 2.052554, lr_disc: 0.000010
+2023-03-24 20:18:17,122 - INFO - [Train] step: 94999, loss_mpn: 0.026106, loss_rec: 0.031845, loss_semantic: 0.466789, loss_idmrf: 3.139313, loss_adv_gen: -189.103806, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:19:09,332 - INFO - [Eval] step: 94999, bce: 0.085797, psnr: 24.058853, ssim: 0.825578, lpips: 0.145919
+2023-03-24 20:19:42,624 - INFO - [Train] step: 95099, loss_adv_disc: -15.183041, lr_disc: 0.000010
+2023-03-24 20:19:42,821 - INFO - [Train] step: 95099, loss_mpn: 0.037511, loss_rec: 0.169224, loss_semantic: 1.386341, loss_idmrf: 5.050770, loss_adv_gen: -264.931030, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:20:13,742 - INFO - [Train] step: 95199, loss_adv_disc: 4.407125, lr_disc: 0.000010
+2023-03-24 20:20:13,945 - INFO - [Train] step: 95199, loss_mpn: 0.029615, loss_rec: 0.089233, loss_semantic: 0.833756, loss_idmrf: 4.635749, loss_adv_gen: -205.800522, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:20:44,728 - INFO - [Train] step: 95299, loss_adv_disc: -10.834760, lr_disc: 0.000010
+2023-03-24 20:20:44,932 - INFO - [Train] step: 95299, loss_mpn: 0.036430, loss_rec: 0.112952, loss_semantic: 0.944412, loss_idmrf: 4.020940, loss_adv_gen: -189.149628, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:21:15,708 - INFO - [Train] step: 95399, loss_adv_disc: -15.004454, lr_disc: 0.000010
+2023-03-24 20:21:15,915 - INFO - [Train] step: 95399, loss_mpn: 0.035698, loss_rec: 0.164000, loss_semantic: 1.320012, loss_idmrf: 7.148907, loss_adv_gen: -188.663452, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:21:46,321 - INFO - [Train] step: 95499, loss_adv_disc: -6.280573, lr_disc: 0.000010
+2023-03-24 20:21:46,525 - INFO - [Train] step: 95499, loss_mpn: 0.024885, loss_rec: 0.062608, loss_semantic: 0.730689, loss_idmrf: 3.266525, loss_adv_gen: -204.349792, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:22:16,867 - INFO - [Train] step: 95599, loss_adv_disc: -2.646104, lr_disc: 0.000010
+2023-03-24 20:22:17,070 - INFO - [Train] step: 95599, loss_mpn: 0.045427, loss_rec: 0.108447, loss_semantic: 1.019447, loss_idmrf: 5.924307, loss_adv_gen: -183.474365, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:22:48,210 - INFO - [Train] step: 95699, loss_adv_disc: -4.722282, lr_disc: 0.000010
+2023-03-24 20:22:48,421 - INFO - [Train] step: 95699, loss_mpn: 0.039389, loss_rec: 0.134600, loss_semantic: 1.149986, loss_idmrf: 6.196130, loss_adv_gen: -186.326782, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:23:19,994 - INFO - [Train] step: 95799, loss_adv_disc: 1.639011, lr_disc: 0.000010
+2023-03-24 20:23:20,195 - INFO - [Train] step: 95799, loss_mpn: 0.060547, loss_rec: 0.072280, loss_semantic: 0.968035, loss_idmrf: 5.385081, loss_adv_gen: -169.380798, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:23:51,320 - INFO - [Train] step: 95899, loss_adv_disc: -1.650980, lr_disc: 0.000010
+2023-03-24 20:23:51,525 - INFO - [Train] step: 95899, loss_mpn: 0.019046, loss_rec: 0.064507, loss_semantic: 0.661945, loss_idmrf: 4.941710, loss_adv_gen: -118.227875, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:24:22,377 - INFO - [Train] step: 95999, loss_adv_disc: 0.185989, lr_disc: 0.000010
+2023-03-24 20:24:22,578 - INFO - [Train] step: 95999, loss_mpn: 0.013894, loss_rec: 0.028706, loss_semantic: 0.492525, loss_idmrf: 1.328091, loss_adv_gen: -137.416794, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:25:15,003 - INFO - [Eval] step: 95999, bce: 0.082110, psnr: 24.221836, ssim: 0.823974, lpips: 0.146060
+2023-03-24 20:25:47,750 - INFO - [Train] step: 96099, loss_adv_disc: 2.534616, lr_disc: 0.000010
+2023-03-24 20:25:47,959 - INFO - [Train] step: 96099, loss_mpn: 0.023376, loss_rec: 0.042973, loss_semantic: 0.563247, loss_idmrf: 4.980933, loss_adv_gen: -114.676682, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:26:18,728 - INFO - [Train] step: 96199, loss_adv_disc: 2.141849, lr_disc: 0.000010
+2023-03-24 20:26:18,931 - INFO - [Train] step: 96199, loss_mpn: 0.015058, loss_rec: 0.031764, loss_semantic: 0.428695, loss_idmrf: 1.503573, loss_adv_gen: -178.947800, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:26:49,570 - INFO - [Train] step: 96299, loss_adv_disc: 0.796593, lr_disc: 0.000010
+2023-03-24 20:26:49,773 - INFO - [Train] step: 96299, loss_mpn: 0.016491, loss_rec: 0.025426, loss_semantic: 0.401929, loss_idmrf: 1.663385, loss_adv_gen: -151.995407, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:27:20,401 - INFO - [Train] step: 96399, loss_adv_disc: 1.718310, lr_disc: 0.000010
+2023-03-24 20:27:20,604 - INFO - [Train] step: 96399, loss_mpn: 0.022917, loss_rec: 0.035307, loss_semantic: 0.456844, loss_idmrf: 2.282975, loss_adv_gen: -166.068466, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:27:51,355 - INFO - [Train] step: 96499, loss_adv_disc: -0.114656, lr_disc: 0.000010
+2023-03-24 20:27:51,557 - INFO - [Train] step: 96499, loss_mpn: 0.035187, loss_rec: 0.087687, loss_semantic: 0.884565, loss_idmrf: 3.757767, loss_adv_gen: -200.738663, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:28:22,629 - INFO - [Train] step: 96599, loss_adv_disc: -3.907597, lr_disc: 0.000010
+2023-03-24 20:28:22,835 - INFO - [Train] step: 96599, loss_mpn: 0.025115, loss_rec: 0.057395, loss_semantic: 0.659916, loss_idmrf: 3.706693, loss_adv_gen: -174.101349, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:28:53,723 - INFO - [Train] step: 96699, loss_adv_disc: -8.834703, lr_disc: 0.000010
+2023-03-24 20:28:53,930 - INFO - [Train] step: 96699, loss_mpn: 0.041639, loss_rec: 0.103654, loss_semantic: 1.065159, loss_idmrf: 4.166042, loss_adv_gen: -187.953445, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:29:25,768 - INFO - [Train] step: 96799, loss_adv_disc: -3.068887, lr_disc: 0.000010
+2023-03-24 20:29:25,972 - INFO - [Train] step: 96799, loss_mpn: 0.023212, loss_rec: 0.081323, loss_semantic: 0.911702, loss_idmrf: 3.439130, loss_adv_gen: -163.858093, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:29:57,288 - INFO - [Train] step: 96899, loss_adv_disc: -4.702969, lr_disc: 0.000010
+2023-03-24 20:29:57,495 - INFO - [Train] step: 96899, loss_mpn: 0.043375, loss_rec: 0.089716, loss_semantic: 0.978475, loss_idmrf: 4.771948, loss_adv_gen: -149.200119, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:30:28,017 - INFO - [Train] step: 96999, loss_adv_disc: -1.168095, lr_disc: 0.000010
+2023-03-24 20:30:28,217 - INFO - [Train] step: 96999, loss_mpn: 0.033104, loss_rec: 0.065052, loss_semantic: 0.755876, loss_idmrf: 4.507095, loss_adv_gen: -171.518555, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:31:21,253 - INFO - [Eval] step: 96999, bce: 0.082229, psnr: 24.064362, ssim: 0.822003, lpips: 0.146287
+2023-03-24 20:31:54,299 - INFO - [Train] step: 97099, loss_adv_disc: 2.297117, lr_disc: 0.000010
+2023-03-24 20:31:54,500 - INFO - [Train] step: 97099, loss_mpn: 0.017948, loss_rec: 0.030690, loss_semantic: 0.486454, loss_idmrf: 1.435057, loss_adv_gen: -182.694397, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:32:25,127 - INFO - [Train] step: 97199, loss_adv_disc: 2.798696, lr_disc: 0.000010
+2023-03-24 20:32:25,330 - INFO - [Train] step: 97199, loss_mpn: 0.063412, loss_rec: 0.046414, loss_semantic: 0.636272, loss_idmrf: 2.286104, loss_adv_gen: -170.862442, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:32:56,077 - INFO - [Train] step: 97299, loss_adv_disc: 3.107432, lr_disc: 0.000010
+2023-03-24 20:32:56,279 - INFO - [Train] step: 97299, loss_mpn: 0.033167, loss_rec: 0.068959, loss_semantic: 0.764247, loss_idmrf: 2.879966, loss_adv_gen: -175.344818, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:33:26,788 - INFO - [Train] step: 97399, loss_adv_disc: 0.152784, lr_disc: 0.000010
+2023-03-24 20:33:26,995 - INFO - [Train] step: 97399, loss_mpn: 0.015785, loss_rec: 0.026074, loss_semantic: 0.439735, loss_idmrf: 2.898036, loss_adv_gen: -134.503448, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:33:57,975 - INFO - [Train] step: 97499, loss_adv_disc: 0.044918, lr_disc: 0.000010
+2023-03-24 20:33:58,182 - INFO - [Train] step: 97499, loss_mpn: 0.017449, loss_rec: 0.045684, loss_semantic: 0.586403, loss_idmrf: 2.861139, loss_adv_gen: -165.109772, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:34:28,707 - INFO - [Train] step: 97599, loss_adv_disc: -0.554050, lr_disc: 0.000010
+2023-03-24 20:34:28,907 - INFO - [Train] step: 97599, loss_mpn: 0.018832, loss_rec: 0.038209, loss_semantic: 0.565602, loss_idmrf: 4.364554, loss_adv_gen: -130.399490, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:34:59,203 - INFO - [Train] step: 97699, loss_adv_disc: 3.349488, lr_disc: 0.000010
+2023-03-24 20:34:59,406 - INFO - [Train] step: 97699, loss_mpn: 0.020804, loss_rec: 0.024252, loss_semantic: 0.397677, loss_idmrf: 0.728204, loss_adv_gen: -243.808151, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:35:31,170 - INFO - [Train] step: 97799, loss_adv_disc: 2.539510, lr_disc: 0.000010
+2023-03-24 20:35:31,383 - INFO - [Train] step: 97799, loss_mpn: 0.034796, loss_rec: 0.092500, loss_semantic: 0.907754, loss_idmrf: 3.670573, loss_adv_gen: -204.345535, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:36:02,961 - INFO - [Train] step: 97899, loss_adv_disc: -3.623328, lr_disc: 0.000010
+2023-03-24 20:36:03,161 - INFO - [Train] step: 97899, loss_mpn: 0.006602, loss_rec: 0.067675, loss_semantic: 0.660724, loss_idmrf: 4.329647, loss_adv_gen: -169.866333, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:36:33,913 - INFO - [Train] step: 97999, loss_adv_disc: 0.553989, lr_disc: 0.000010
+2023-03-24 20:36:34,116 - INFO - [Train] step: 97999, loss_mpn: 0.020865, loss_rec: 0.042331, loss_semantic: 0.633215, loss_idmrf: 4.419061, loss_adv_gen: -167.270615, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:37:26,144 - INFO - [Eval] step: 97999, bce: 0.085419, psnr: 24.106691, ssim: 0.825722, lpips: 0.145753
+2023-03-24 20:37:59,438 - INFO - [Train] step: 98099, loss_adv_disc: -9.866724, lr_disc: 0.000010
+2023-03-24 20:37:59,641 - INFO - [Train] step: 98099, loss_mpn: 0.034274, loss_rec: 0.110361, loss_semantic: 1.237513, loss_idmrf: 6.444416, loss_adv_gen: -196.433121, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:38:29,911 - INFO - [Train] step: 98199, loss_adv_disc: -4.761285, lr_disc: 0.000010
+2023-03-24 20:38:30,109 - INFO - [Train] step: 98199, loss_mpn: 0.027067, loss_rec: 0.154055, loss_semantic: 1.112350, loss_idmrf: 6.470526, loss_adv_gen: -195.290863, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:39:00,829 - INFO - [Train] step: 98299, loss_adv_disc: -1.008336, lr_disc: 0.000010
+2023-03-24 20:39:01,040 - INFO - [Train] step: 98299, loss_mpn: 0.013763, loss_rec: 0.032761, loss_semantic: 0.449512, loss_idmrf: 2.670583, loss_adv_gen: -152.307190, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:39:32,275 - INFO - [Train] step: 98399, loss_adv_disc: -1.455900, lr_disc: 0.000010
+2023-03-24 20:39:32,477 - INFO - [Train] step: 98399, loss_mpn: 0.035345, loss_rec: 0.105626, loss_semantic: 0.981249, loss_idmrf: 4.819114, loss_adv_gen: -195.654373, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:40:03,173 - INFO - [Train] step: 98499, loss_adv_disc: -0.395891, lr_disc: 0.000010
+2023-03-24 20:40:03,375 - INFO - [Train] step: 98499, loss_mpn: 0.031402, loss_rec: 0.047497, loss_semantic: 0.581265, loss_idmrf: 3.931766, loss_adv_gen: -177.500351, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:40:33,997 - INFO - [Train] step: 98599, loss_adv_disc: 0.023521, lr_disc: 0.000010
+2023-03-24 20:40:34,204 - INFO - [Train] step: 98599, loss_mpn: 0.034944, loss_rec: 0.052053, loss_semantic: 0.675119, loss_idmrf: 2.213459, loss_adv_gen: -183.615997, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:41:04,910 - INFO - [Train] step: 98699, loss_adv_disc: -1.631487, lr_disc: 0.000010
+2023-03-24 20:41:05,117 - INFO - [Train] step: 98699, loss_mpn: 0.028183, loss_rec: 0.062924, loss_semantic: 0.669632, loss_idmrf: 2.827357, loss_adv_gen: -187.105591, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:41:36,458 - INFO - [Train] step: 98799, loss_adv_disc: 2.131955, lr_disc: 0.000010
+2023-03-24 20:41:36,663 - INFO - [Train] step: 98799, loss_mpn: 0.020977, loss_rec: 0.120264, loss_semantic: 1.173961, loss_idmrf: 3.750354, loss_adv_gen: -243.647247, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:42:08,232 - INFO - [Train] step: 98899, loss_adv_disc: -0.860885, lr_disc: 0.000010
+2023-03-24 20:42:08,440 - INFO - [Train] step: 98899, loss_mpn: 0.021335, loss_rec: 0.027236, loss_semantic: 0.469819, loss_idmrf: 3.528184, loss_adv_gen: -118.218201, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:42:39,394 - INFO - [Train] step: 98999, loss_adv_disc: 1.048535, lr_disc: 0.000010
+2023-03-24 20:42:39,597 - INFO - [Train] step: 98999, loss_mpn: 0.027808, loss_rec: 0.022159, loss_semantic: 0.368430, loss_idmrf: 3.269164, loss_adv_gen: -159.220428, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:43:32,419 - INFO - [Eval] step: 98999, bce: 0.085932, psnr: 24.105253, ssim: 0.823085, lpips: 0.146920
+2023-03-24 20:44:05,532 - INFO - [Train] step: 99099, loss_adv_disc: 2.440265, lr_disc: 0.000010
+2023-03-24 20:44:05,734 - INFO - [Train] step: 99099, loss_mpn: 0.019828, loss_rec: 0.031989, loss_semantic: 0.469773, loss_idmrf: 2.248591, loss_adv_gen: -144.781952, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:44:36,340 - INFO - [Train] step: 99199, loss_adv_disc: 1.331393, lr_disc: 0.000010
+2023-03-24 20:44:36,547 - INFO - [Train] step: 99199, loss_mpn: 0.023165, loss_rec: 0.049519, loss_semantic: 0.552860, loss_idmrf: 3.050335, loss_adv_gen: -206.875763, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:45:07,277 - INFO - [Train] step: 99299, loss_adv_disc: -2.048952, lr_disc: 0.000010
+2023-03-24 20:45:07,478 - INFO - [Train] step: 99299, loss_mpn: 0.037688, loss_rec: 0.057890, loss_semantic: 0.675305, loss_idmrf: 3.362713, loss_adv_gen: -161.615723, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:45:38,149 - INFO - [Train] step: 99399, loss_adv_disc: -9.939842, lr_disc: 0.000010
+2023-03-24 20:45:38,349 - INFO - [Train] step: 99399, loss_mpn: 0.035771, loss_rec: 0.117693, loss_semantic: 1.096714, loss_idmrf: 5.233860, loss_adv_gen: -187.994431, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:46:09,146 - INFO - [Train] step: 99499, loss_adv_disc: 3.731262, lr_disc: 0.000010
+2023-03-24 20:46:09,350 - INFO - [Train] step: 99499, loss_mpn: 0.028287, loss_rec: 0.058466, loss_semantic: 0.714262, loss_idmrf: 2.629889, loss_adv_gen: -224.680176, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:46:39,687 - INFO - [Train] step: 99599, loss_adv_disc: 7.340929, lr_disc: 0.000010
+2023-03-24 20:46:39,893 - INFO - [Train] step: 99599, loss_mpn: 0.019077, loss_rec: 0.108502, loss_semantic: 0.788708, loss_idmrf: 3.627178, loss_adv_gen: -213.910309, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:47:10,834 - INFO - [Train] step: 99699, loss_adv_disc: -12.447045, lr_disc: 0.000010
+2023-03-24 20:47:11,038 - INFO - [Train] step: 99699, loss_mpn: 0.016244, loss_rec: 0.148044, loss_semantic: 1.020975, loss_idmrf: 7.154458, loss_adv_gen: -139.114716, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:47:42,058 - INFO - [Train] step: 99799, loss_adv_disc: 1.681474, lr_disc: 0.000010
+2023-03-24 20:47:42,256 - INFO - [Train] step: 99799, loss_mpn: 0.050366, loss_rec: 0.075771, loss_semantic: 0.880784, loss_idmrf: 5.493327, loss_adv_gen: -184.882004, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:48:13,851 - INFO - [Train] step: 99899, loss_adv_disc: -0.042097, lr_disc: 0.000010
+2023-03-24 20:48:14,055 - INFO - [Train] step: 99899, loss_mpn: 0.041396, loss_rec: 0.026929, loss_semantic: 0.451410, loss_idmrf: 3.505586, loss_adv_gen: -146.076736, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:48:45,301 - INFO - [Train] step: 99999, loss_adv_disc: 0.212446, lr_disc: 0.000010
+2023-03-24 20:48:45,503 - INFO - [Train] step: 99999, loss_mpn: 0.038527, loss_rec: 0.039309, loss_semantic: 0.506786, loss_idmrf: 4.323023, loss_adv_gen: -144.747604, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:49:38,142 - INFO - [Eval] step: 99999, bce: 0.089443, psnr: 24.226065, ssim: 0.824219, lpips: 0.145759
+2023-03-24 20:50:11,458 - INFO - [Train] step: 100099, loss_adv_disc: 0.145839, lr_disc: 0.000010
+2023-03-24 20:50:11,667 - INFO - [Train] step: 100099, loss_mpn: 0.026567, loss_rec: 0.029144, loss_semantic: 0.479854, loss_idmrf: 2.215640, loss_adv_gen: -159.270966, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:50:42,240 - INFO - [Train] step: 100199, loss_adv_disc: 3.735824, lr_disc: 0.000010
+2023-03-24 20:50:42,441 - INFO - [Train] step: 100199, loss_mpn: 0.030047, loss_rec: 0.049100, loss_semantic: 0.724649, loss_idmrf: 3.214588, loss_adv_gen: -218.574677, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:51:13,231 - INFO - [Train] step: 100299, loss_adv_disc: -3.588266, lr_disc: 0.000010
+2023-03-24 20:51:13,429 - INFO - [Train] step: 100299, loss_mpn: 0.022821, loss_rec: 0.083198, loss_semantic: 0.893228, loss_idmrf: 4.440231, loss_adv_gen: -158.818817, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:51:44,220 - INFO - [Train] step: 100399, loss_adv_disc: -3.464936, lr_disc: 0.000010
+2023-03-24 20:51:44,424 - INFO - [Train] step: 100399, loss_mpn: 0.020309, loss_rec: 0.123298, loss_semantic: 1.089338, loss_idmrf: 4.548740, loss_adv_gen: -161.253174, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:52:15,140 - INFO - [Train] step: 100499, loss_adv_disc: -2.110134, lr_disc: 0.000010
+2023-03-24 20:52:15,345 - INFO - [Train] step: 100499, loss_mpn: 0.021445, loss_rec: 0.084616, loss_semantic: 0.942601, loss_idmrf: 4.916981, loss_adv_gen: -175.722458, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:52:46,151 - INFO - [Train] step: 100599, loss_adv_disc: -1.831162, lr_disc: 0.000010
+2023-03-24 20:52:46,356 - INFO - [Train] step: 100599, loss_mpn: 0.015394, loss_rec: 0.034135, loss_semantic: 0.491305, loss_idmrf: 2.662639, loss_adv_gen: -87.405075, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:53:17,595 - INFO - [Train] step: 100699, loss_adv_disc: -5.333362, lr_disc: 0.000010
+2023-03-24 20:53:17,797 - INFO - [Train] step: 100699, loss_mpn: 0.031751, loss_rec: 0.098799, loss_semantic: 0.922985, loss_idmrf: 6.150928, loss_adv_gen: -144.615601, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:53:48,101 - INFO - [Train] step: 100799, loss_adv_disc: 3.568676, lr_disc: 0.000010
+2023-03-24 20:53:48,304 - INFO - [Train] step: 100799, loss_mpn: 0.030766, loss_rec: 0.044935, loss_semantic: 0.613242, loss_idmrf: 3.433446, loss_adv_gen: -210.614136, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:54:19,600 - INFO - [Train] step: 100899, loss_adv_disc: -4.230825, lr_disc: 0.000010
+2023-03-24 20:54:19,820 - INFO - [Train] step: 100899, loss_mpn: 0.021677, loss_rec: 0.081982, loss_semantic: 0.929039, loss_idmrf: 4.714940, loss_adv_gen: -162.399475, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:54:51,512 - INFO - [Train] step: 100999, loss_adv_disc: 4.774982, lr_disc: 0.000010
+2023-03-24 20:54:51,715 - INFO - [Train] step: 100999, loss_mpn: 0.032848, loss_rec: 0.043985, loss_semantic: 0.589489, loss_idmrf: 2.787166, loss_adv_gen: -203.428085, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:55:44,619 - INFO - [Eval] step: 100999, bce: 0.084438, psnr: 24.230349, ssim: 0.825893, lpips: 0.146319
+2023-03-24 20:56:17,858 - INFO - [Train] step: 101099, loss_adv_disc: -10.243809, lr_disc: 0.000010
+2023-03-24 20:56:18,059 - INFO - [Train] step: 101099, loss_mpn: 0.078146, loss_rec: 0.159947, loss_semantic: 1.326344, loss_idmrf: 5.917488, loss_adv_gen: -174.170761, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:56:48,505 - INFO - [Train] step: 101199, loss_adv_disc: 1.837902, lr_disc: 0.000010
+2023-03-24 20:56:48,706 - INFO - [Train] step: 101199, loss_mpn: 0.036385, loss_rec: 0.063066, loss_semantic: 0.697511, loss_idmrf: 2.217088, loss_adv_gen: -218.965836, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:57:19,960 - INFO - [Train] step: 101299, loss_adv_disc: 1.593273, lr_disc: 0.000010
+2023-03-24 20:57:20,168 - INFO - [Train] step: 101299, loss_mpn: 0.010556, loss_rec: 0.056628, loss_semantic: 0.731230, loss_idmrf: 3.083621, loss_adv_gen: -167.772629, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:57:50,611 - INFO - [Train] step: 101399, loss_adv_disc: -1.306577, lr_disc: 0.000010
+2023-03-24 20:57:50,814 - INFO - [Train] step: 101399, loss_mpn: 0.031736, loss_rec: 0.051763, loss_semantic: 0.604522, loss_idmrf: 3.332208, loss_adv_gen: -179.674927, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:58:21,544 - INFO - [Train] step: 101499, loss_adv_disc: 0.884996, lr_disc: 0.000010
+2023-03-24 20:58:21,752 - INFO - [Train] step: 101499, loss_mpn: 0.009447, loss_rec: 0.017714, loss_semantic: 0.322448, loss_idmrf: 0.745624, loss_adv_gen: -145.758545, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:58:52,538 - INFO - [Train] step: 101599, loss_adv_disc: -6.664336, lr_disc: 0.000010
+2023-03-24 20:58:52,746 - INFO - [Train] step: 101599, loss_mpn: 0.042263, loss_rec: 0.106192, loss_semantic: 0.949726, loss_idmrf: 4.103604, loss_adv_gen: -192.350021, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:59:23,526 - INFO - [Train] step: 101699, loss_adv_disc: 2.512160, lr_disc: 0.000010
+2023-03-24 20:59:23,729 - INFO - [Train] step: 101699, loss_mpn: 0.009569, loss_rec: 0.028887, loss_semantic: 0.422485, loss_idmrf: 1.095382, loss_adv_gen: -200.788025, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 20:59:54,032 - INFO - [Train] step: 101799, loss_adv_disc: 5.907654, lr_disc: 0.000010
+2023-03-24 20:59:54,233 - INFO - [Train] step: 101799, loss_mpn: 0.068217, loss_rec: 0.069765, loss_semantic: 0.743293, loss_idmrf: 3.178249, loss_adv_gen: -181.908691, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:00:25,725 - INFO - [Train] step: 101899, loss_adv_disc: 2.029923, lr_disc: 0.000010
+2023-03-24 21:00:25,927 - INFO - [Train] step: 101899, loss_mpn: 0.027311, loss_rec: 0.043516, loss_semantic: 0.551001, loss_idmrf: 4.263554, loss_adv_gen: -160.736786, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:00:57,570 - INFO - [Train] step: 101999, loss_adv_disc: -8.627486, lr_disc: 0.000010
+2023-03-24 21:00:57,774 - INFO - [Train] step: 101999, loss_mpn: 0.039675, loss_rec: 0.119278, loss_semantic: 1.059178, loss_idmrf: 6.292916, loss_adv_gen: -188.978271, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:01:51,015 - INFO - [Eval] step: 101999, bce: 0.085279, psnr: 23.858332, ssim: 0.819918, lpips: 0.147960
+2023-03-24 21:02:24,189 - INFO - [Train] step: 102099, loss_adv_disc: -2.842216, lr_disc: 0.000010
+2023-03-24 21:02:24,389 - INFO - [Train] step: 102099, loss_mpn: 0.013251, loss_rec: 0.047060, loss_semantic: 0.522184, loss_idmrf: 2.245363, loss_adv_gen: -161.470032, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:02:54,967 - INFO - [Train] step: 102199, loss_adv_disc: -2.715637, lr_disc: 0.000010
+2023-03-24 21:02:55,170 - INFO - [Train] step: 102199, loss_mpn: 0.047838, loss_rec: 0.101888, loss_semantic: 0.946067, loss_idmrf: 4.832336, loss_adv_gen: -201.513351, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:03:25,910 - INFO - [Train] step: 102299, loss_adv_disc: 2.127086, lr_disc: 0.000010
+2023-03-24 21:03:26,110 - INFO - [Train] step: 102299, loss_mpn: 0.029700, loss_rec: 0.042201, loss_semantic: 0.595479, loss_idmrf: 3.362210, loss_adv_gen: -175.873810, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:03:56,899 - INFO - [Train] step: 102399, loss_adv_disc: 1.592437, lr_disc: 0.000010
+2023-03-24 21:03:57,104 - INFO - [Train] step: 102399, loss_mpn: 0.013183, loss_rec: 0.034769, loss_semantic: 0.441324, loss_idmrf: 0.772007, loss_adv_gen: -225.273712, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:04:27,599 - INFO - [Train] step: 102499, loss_adv_disc: 6.597981, lr_disc: 0.000010
+2023-03-24 21:04:27,811 - INFO - [Train] step: 102499, loss_mpn: 0.065985, loss_rec: 0.092935, loss_semantic: 1.133878, loss_idmrf: 3.911741, loss_adv_gen: -213.264099, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:04:59,002 - INFO - [Train] step: 102599, loss_adv_disc: -3.485084, lr_disc: 0.000010
+2023-03-24 21:04:59,210 - INFO - [Train] step: 102599, loss_mpn: 0.123224, loss_rec: 0.144773, loss_semantic: 1.220096, loss_idmrf: 5.042864, loss_adv_gen: -165.932755, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:05:29,843 - INFO - [Train] step: 102699, loss_adv_disc: -0.570577, lr_disc: 0.000010
+2023-03-24 21:05:30,048 - INFO - [Train] step: 102699, loss_mpn: 0.015310, loss_rec: 0.044817, loss_semantic: 0.549576, loss_idmrf: 2.848705, loss_adv_gen: -204.187027, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:06:00,815 - INFO - [Train] step: 102799, loss_adv_disc: -4.469302, lr_disc: 0.000010
+2023-03-24 21:06:01,017 - INFO - [Train] step: 102799, loss_mpn: 0.016555, loss_rec: 0.108667, loss_semantic: 0.886805, loss_idmrf: 3.954648, loss_adv_gen: -193.997849, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:06:31,929 - INFO - [Train] step: 102899, loss_adv_disc: 1.855758, lr_disc: 0.000010
+2023-03-24 21:06:32,145 - INFO - [Train] step: 102899, loss_mpn: 0.015327, loss_rec: 0.030466, loss_semantic: 0.396238, loss_idmrf: 2.422096, loss_adv_gen: -163.882034, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:07:03,546 - INFO - [Train] step: 102999, loss_adv_disc: 3.616959, lr_disc: 0.000010
+2023-03-24 21:07:03,747 - INFO - [Train] step: 102999, loss_mpn: 0.059862, loss_rec: 0.093271, loss_semantic: 0.818764, loss_idmrf: 4.174191, loss_adv_gen: -186.320236, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:07:56,946 - INFO - [Eval] step: 102999, bce: 0.086420, psnr: 24.017656, ssim: 0.822831, lpips: 0.145729
+2023-03-24 21:08:29,441 - INFO - [Train] step: 103099, loss_adv_disc: -16.344917, lr_disc: 0.000010
+2023-03-24 21:08:29,648 - INFO - [Train] step: 103099, loss_mpn: 0.038955, loss_rec: 0.163754, loss_semantic: 1.371762, loss_idmrf: 5.655098, loss_adv_gen: -222.206207, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:09:00,679 - INFO - [Train] step: 103199, loss_adv_disc: -4.805258, lr_disc: 0.000010
+2023-03-24 21:09:00,883 - INFO - [Train] step: 103199, loss_mpn: 0.017454, loss_rec: 0.060874, loss_semantic: 0.695223, loss_idmrf: 5.200823, loss_adv_gen: -112.733887, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:09:31,136 - INFO - [Train] step: 103299, loss_adv_disc: 0.584489, lr_disc: 0.000010
+2023-03-24 21:09:31,335 - INFO - [Train] step: 103299, loss_mpn: 0.035212, loss_rec: 0.079075, loss_semantic: 0.888639, loss_idmrf: 5.680310, loss_adv_gen: -169.891617, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:10:01,945 - INFO - [Train] step: 103399, loss_adv_disc: 4.402075, lr_disc: 0.000010
+2023-03-24 21:10:02,149 - INFO - [Train] step: 103399, loss_mpn: 0.009363, loss_rec: 0.031480, loss_semantic: 0.429973, loss_idmrf: 1.192807, loss_adv_gen: -217.755188, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:10:32,500 - INFO - [Train] step: 103499, loss_adv_disc: 1.754245, lr_disc: 0.000010
+2023-03-24 21:10:32,701 - INFO - [Train] step: 103499, loss_mpn: 0.037659, loss_rec: 0.037155, loss_semantic: 0.563384, loss_idmrf: 5.168786, loss_adv_gen: -161.882401, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:11:03,546 - INFO - [Train] step: 103599, loss_adv_disc: 2.074359, lr_disc: 0.000010
+2023-03-24 21:11:03,746 - INFO - [Train] step: 103599, loss_mpn: 0.025514, loss_rec: 0.032597, loss_semantic: 0.454529, loss_idmrf: 1.363003, loss_adv_gen: -153.135345, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:11:34,341 - INFO - [Train] step: 103699, loss_adv_disc: -3.646588, lr_disc: 0.000010
+2023-03-24 21:11:34,550 - INFO - [Train] step: 103699, loss_mpn: 0.040433, loss_rec: 0.069397, loss_semantic: 0.697457, loss_idmrf: 6.081567, loss_adv_gen: -132.309967, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:12:05,276 - INFO - [Train] step: 103799, loss_adv_disc: 5.304228, lr_disc: 0.000010
+2023-03-24 21:12:05,483 - INFO - [Train] step: 103799, loss_mpn: 0.021353, loss_rec: 0.040275, loss_semantic: 0.489612, loss_idmrf: 1.236230, loss_adv_gen: -196.063721, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:12:35,975 - INFO - [Train] step: 103899, loss_adv_disc: 8.411307, lr_disc: 0.000010
+2023-03-24 21:12:36,176 - INFO - [Train] step: 103899, loss_mpn: 0.066801, loss_rec: 0.036882, loss_semantic: 0.511061, loss_idmrf: 3.024054, loss_adv_gen: -180.594910, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:13:06,762 - INFO - [Train] step: 103999, loss_adv_disc: -1.969990, lr_disc: 0.000010
+2023-03-24 21:13:06,966 - INFO - [Train] step: 103999, loss_mpn: 0.048715, loss_rec: 0.061728, loss_semantic: 0.808209, loss_idmrf: 3.813524, loss_adv_gen: -165.092987, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:13:59,017 - INFO - [Eval] step: 103999, bce: 0.082698, psnr: 24.376215, ssim: 0.827981, lpips: 0.144916
+2023-03-24 21:14:32,242 - INFO - [Train] step: 104099, loss_adv_disc: -5.652607, lr_disc: 0.000010
+2023-03-24 21:14:32,444 - INFO - [Train] step: 104099, loss_mpn: 0.029150, loss_rec: 0.053878, loss_semantic: 0.694022, loss_idmrf: 5.965194, loss_adv_gen: -159.744354, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:15:02,727 - INFO - [Train] step: 104199, loss_adv_disc: -1.677573, lr_disc: 0.000010
+2023-03-24 21:15:02,926 - INFO - [Train] step: 104199, loss_mpn: 0.025922, loss_rec: 0.075747, loss_semantic: 0.775374, loss_idmrf: 2.529359, loss_adv_gen: -227.007156, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:15:33,491 - INFO - [Train] step: 104299, loss_adv_disc: -9.075329, lr_disc: 0.000010
+2023-03-24 21:15:33,694 - INFO - [Train] step: 104299, loss_mpn: 0.031305, loss_rec: 0.132491, loss_semantic: 1.138211, loss_idmrf: 5.522423, loss_adv_gen: -142.078583, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:16:04,216 - INFO - [Train] step: 104399, loss_adv_disc: -0.148563, lr_disc: 0.000010
+2023-03-24 21:16:04,418 - INFO - [Train] step: 104399, loss_mpn: 0.024173, loss_rec: 0.050515, loss_semantic: 0.631388, loss_idmrf: 4.031044, loss_adv_gen: -174.997116, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:16:35,200 - INFO - [Train] step: 104499, loss_adv_disc: 2.586710, lr_disc: 0.000010
+2023-03-24 21:16:35,404 - INFO - [Train] step: 104499, loss_mpn: 0.011907, loss_rec: 0.033414, loss_semantic: 0.437604, loss_idmrf: 1.371255, loss_adv_gen: -166.217499, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:17:05,818 - INFO - [Train] step: 104599, loss_adv_disc: 1.816914, lr_disc: 0.000010
+2023-03-24 21:17:06,023 - INFO - [Train] step: 104599, loss_mpn: 0.035982, loss_rec: 0.028806, loss_semantic: 0.448425, loss_idmrf: 2.166836, loss_adv_gen: -183.259857, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:17:36,938 - INFO - [Train] step: 104699, loss_adv_disc: -5.165925, lr_disc: 0.000010
+2023-03-24 21:17:37,146 - INFO - [Train] step: 104699, loss_mpn: 0.028826, loss_rec: 0.093839, loss_semantic: 1.002109, loss_idmrf: 6.313536, loss_adv_gen: -182.838654, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:18:08,317 - INFO - [Train] step: 104799, loss_adv_disc: -1.123377, lr_disc: 0.000010
+2023-03-24 21:18:08,519 - INFO - [Train] step: 104799, loss_mpn: 0.036021, loss_rec: 0.108021, loss_semantic: 0.988476, loss_idmrf: 4.405455, loss_adv_gen: -217.521667, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:18:38,776 - INFO - [Train] step: 104899, loss_adv_disc: -0.927514, lr_disc: 0.000010
+2023-03-24 21:18:38,985 - INFO - [Train] step: 104899, loss_mpn: 0.007050, loss_rec: 0.024905, loss_semantic: 0.359123, loss_idmrf: 1.153985, loss_adv_gen: -151.158356, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:19:09,766 - INFO - [Train] step: 104999, loss_adv_disc: -9.922388, lr_disc: 0.000010
+2023-03-24 21:19:09,973 - INFO - [Train] step: 104999, loss_mpn: 0.034018, loss_rec: 0.078371, loss_semantic: 0.951295, loss_idmrf: 4.023337, loss_adv_gen: -165.470917, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:20:03,385 - INFO - [Eval] step: 104999, bce: 0.082183, psnr: 24.281696, ssim: 0.826492, lpips: 0.145071
+2023-03-24 21:20:36,965 - INFO - [Train] step: 105099, loss_adv_disc: -3.603436, lr_disc: 0.000010
+2023-03-24 21:20:37,164 - INFO - [Train] step: 105099, loss_mpn: 0.016818, loss_rec: 0.067735, loss_semantic: 0.741846, loss_idmrf: 3.584024, loss_adv_gen: -209.785599, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:21:07,694 - INFO - [Train] step: 105199, loss_adv_disc: -1.406616, lr_disc: 0.000010
+2023-03-24 21:21:07,904 - INFO - [Train] step: 105199, loss_mpn: 0.044959, loss_rec: 0.081191, loss_semantic: 0.705442, loss_idmrf: 4.092380, loss_adv_gen: -178.823715, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:21:38,511 - INFO - [Train] step: 105299, loss_adv_disc: -0.552107, lr_disc: 0.000010
+2023-03-24 21:21:38,719 - INFO - [Train] step: 105299, loss_mpn: 0.012083, loss_rec: 0.030436, loss_semantic: 0.393714, loss_idmrf: 1.119890, loss_adv_gen: -187.267548, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:22:09,160 - INFO - [Train] step: 105399, loss_adv_disc: -0.033326, lr_disc: 0.000010
+2023-03-24 21:22:09,596 - INFO - [Train] step: 105399, loss_mpn: 0.038760, loss_rec: 0.089512, loss_semantic: 0.989531, loss_idmrf: 5.295136, loss_adv_gen: -222.285492, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:22:40,197 - INFO - [Train] step: 105499, loss_adv_disc: 3.066162, lr_disc: 0.000010
+2023-03-24 21:22:40,400 - INFO - [Train] step: 105499, loss_mpn: 0.041309, loss_rec: 0.050679, loss_semantic: 0.732067, loss_idmrf: 2.854723, loss_adv_gen: -171.097809, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:23:11,043 - INFO - [Train] step: 105599, loss_adv_disc: -0.799312, lr_disc: 0.000010
+2023-03-24 21:23:11,251 - INFO - [Train] step: 105599, loss_mpn: 0.032489, loss_rec: 0.100350, loss_semantic: 0.945798, loss_idmrf: 3.512100, loss_adv_gen: -230.274048, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:23:41,927 - INFO - [Train] step: 105699, loss_adv_disc: 4.795978, lr_disc: 0.000010
+2023-03-24 21:23:42,129 - INFO - [Train] step: 105699, loss_mpn: 0.061954, loss_rec: 0.048519, loss_semantic: 0.645499, loss_idmrf: 2.252278, loss_adv_gen: -185.753632, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:24:12,869 - INFO - [Train] step: 105799, loss_adv_disc: -1.746045, lr_disc: 0.000010
+2023-03-24 21:24:13,071 - INFO - [Train] step: 105799, loss_mpn: 0.022572, loss_rec: 0.116300, loss_semantic: 0.896479, loss_idmrf: 4.144650, loss_adv_gen: -162.804352, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:24:43,438 - INFO - [Train] step: 105899, loss_adv_disc: -0.077258, lr_disc: 0.000010
+2023-03-24 21:24:43,642 - INFO - [Train] step: 105899, loss_mpn: 0.027942, loss_rec: 0.041474, loss_semantic: 0.587617, loss_idmrf: 2.310121, loss_adv_gen: -190.259338, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:25:14,801 - INFO - [Train] step: 105999, loss_adv_disc: -3.828892, lr_disc: 0.000010
+2023-03-24 21:25:15,006 - INFO - [Train] step: 105999, loss_mpn: 0.055141, loss_rec: 0.083843, loss_semantic: 1.012832, loss_idmrf: 3.945299, loss_adv_gen: -203.027222, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:26:08,140 - INFO - [Eval] step: 105999, bce: 0.081738, psnr: 24.181353, ssim: 0.825126, lpips: 0.145065
+2023-03-24 21:26:41,360 - INFO - [Train] step: 106099, loss_adv_disc: -0.572143, lr_disc: 0.000010
+2023-03-24 21:26:41,564 - INFO - [Train] step: 106099, loss_mpn: 0.037873, loss_rec: 0.074388, loss_semantic: 0.906777, loss_idmrf: 4.876095, loss_adv_gen: -181.794647, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:27:12,104 - INFO - [Train] step: 106199, loss_adv_disc: 1.101703, lr_disc: 0.000010
+2023-03-24 21:27:12,308 - INFO - [Train] step: 106199, loss_mpn: 0.029332, loss_rec: 0.111321, loss_semantic: 1.026602, loss_idmrf: 7.597500, loss_adv_gen: -158.261627, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:27:43,361 - INFO - [Train] step: 106299, loss_adv_disc: -2.913687, lr_disc: 0.000010
+2023-03-24 21:27:43,567 - INFO - [Train] step: 106299, loss_mpn: 0.029437, loss_rec: 0.056987, loss_semantic: 0.697361, loss_idmrf: 5.509299, loss_adv_gen: -123.516129, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:28:14,298 - INFO - [Train] step: 106399, loss_adv_disc: -10.211185, lr_disc: 0.000010
+2023-03-24 21:28:14,500 - INFO - [Train] step: 106399, loss_mpn: 0.013049, loss_rec: 0.085510, loss_semantic: 0.913512, loss_idmrf: 4.119637, loss_adv_gen: -192.196442, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:28:44,924 - INFO - [Train] step: 106499, loss_adv_disc: -0.712877, lr_disc: 0.000010
+2023-03-24 21:28:45,131 - INFO - [Train] step: 106499, loss_mpn: 0.031868, loss_rec: 0.036273, loss_semantic: 0.401037, loss_idmrf: 1.849126, loss_adv_gen: -160.402573, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:29:16,046 - INFO - [Train] step: 106599, loss_adv_disc: -7.679972, lr_disc: 0.000010
+2023-03-24 21:29:16,253 - INFO - [Train] step: 106599, loss_mpn: 0.051200, loss_rec: 0.135098, loss_semantic: 1.174066, loss_idmrf: 5.814569, loss_adv_gen: -220.197632, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:29:46,855 - INFO - [Train] step: 106699, loss_adv_disc: -8.477366, lr_disc: 0.000010
+2023-03-24 21:29:47,057 - INFO - [Train] step: 106699, loss_mpn: 0.027710, loss_rec: 0.112139, loss_semantic: 0.949849, loss_idmrf: 5.321993, loss_adv_gen: -204.800018, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:30:17,494 - INFO - [Train] step: 106799, loss_adv_disc: -4.767141, lr_disc: 0.000010
+2023-03-24 21:30:17,702 - INFO - [Train] step: 106799, loss_mpn: 0.025770, loss_rec: 0.113982, loss_semantic: 0.991097, loss_idmrf: 3.376965, loss_adv_gen: -195.874817, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:30:48,431 - INFO - [Train] step: 106899, loss_adv_disc: -4.294361, lr_disc: 0.000010
+2023-03-24 21:30:48,638 - INFO - [Train] step: 106899, loss_mpn: 0.038996, loss_rec: 0.103293, loss_semantic: 0.865297, loss_idmrf: 4.275282, loss_adv_gen: -183.020142, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:31:19,682 - INFO - [Train] step: 106999, loss_adv_disc: 1.579047, lr_disc: 0.000010
+2023-03-24 21:31:19,885 - INFO - [Train] step: 106999, loss_mpn: 0.030810, loss_rec: 0.047645, loss_semantic: 0.651956, loss_idmrf: 3.013471, loss_adv_gen: -224.772110, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:32:12,312 - INFO - [Eval] step: 106999, bce: 0.082667, psnr: 24.122807, ssim: 0.825903, lpips: 0.146550
+2023-03-24 21:32:46,230 - INFO - [Train] step: 107099, loss_adv_disc: -20.576954, lr_disc: 0.000010
+2023-03-24 21:32:46,432 - INFO - [Train] step: 107099, loss_mpn: 0.042736, loss_rec: 0.152888, loss_semantic: 1.271685, loss_idmrf: 6.285168, loss_adv_gen: -241.342499, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:33:17,555 - INFO - [Train] step: 107199, loss_adv_disc: -6.893516, lr_disc: 0.000010
+2023-03-24 21:33:17,758 - INFO - [Train] step: 107199, loss_mpn: 0.040197, loss_rec: 0.098199, loss_semantic: 1.149485, loss_idmrf: 7.766236, loss_adv_gen: -162.063797, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:33:48,879 - INFO - [Train] step: 107299, loss_adv_disc: -1.198186, lr_disc: 0.000010
+2023-03-24 21:33:49,083 - INFO - [Train] step: 107299, loss_mpn: 0.049806, loss_rec: 0.103412, loss_semantic: 1.079330, loss_idmrf: 4.809642, loss_adv_gen: -206.658752, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:34:19,408 - INFO - [Train] step: 107399, loss_adv_disc: -0.992795, lr_disc: 0.000010
+2023-03-24 21:34:19,611 - INFO - [Train] step: 107399, loss_mpn: 0.023993, loss_rec: 0.047876, loss_semantic: 0.609189, loss_idmrf: 3.426828, loss_adv_gen: -145.323730, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:34:50,444 - INFO - [Train] step: 107499, loss_adv_disc: 0.186067, lr_disc: 0.000010
+2023-03-24 21:34:50,656 - INFO - [Train] step: 107499, loss_mpn: 0.059404, loss_rec: 0.065234, loss_semantic: 0.796834, loss_idmrf: 3.224194, loss_adv_gen: -200.833862, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:35:21,909 - INFO - [Train] step: 107599, loss_adv_disc: 0.293286, lr_disc: 0.000010
+2023-03-24 21:35:22,109 - INFO - [Train] step: 107599, loss_mpn: 0.021518, loss_rec: 0.044919, loss_semantic: 0.633858, loss_idmrf: 3.271502, loss_adv_gen: -191.792435, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:35:52,734 - INFO - [Train] step: 107699, loss_adv_disc: 0.677473, lr_disc: 0.000010
+2023-03-24 21:35:52,941 - INFO - [Train] step: 107699, loss_mpn: 0.025075, loss_rec: 0.033707, loss_semantic: 0.522022, loss_idmrf: 2.415299, loss_adv_gen: -158.340530, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:36:23,258 - INFO - [Train] step: 107799, loss_adv_disc: -1.286731, lr_disc: 0.000010
+2023-03-24 21:36:23,462 - INFO - [Train] step: 107799, loss_mpn: 0.013703, loss_rec: 0.041193, loss_semantic: 0.577073, loss_idmrf: 2.583929, loss_adv_gen: -153.073364, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:36:54,327 - INFO - [Train] step: 107899, loss_adv_disc: -3.004436, lr_disc: 0.000010
+2023-03-24 21:36:54,534 - INFO - [Train] step: 107899, loss_mpn: 0.029668, loss_rec: 0.086097, loss_semantic: 0.796903, loss_idmrf: 3.580760, loss_adv_gen: -188.905518, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:37:25,640 - INFO - [Train] step: 107999, loss_adv_disc: 1.633539, lr_disc: 0.000010
+2023-03-24 21:37:25,843 - INFO - [Train] step: 107999, loss_mpn: 0.032362, loss_rec: 0.036483, loss_semantic: 0.514065, loss_idmrf: 4.385334, loss_adv_gen: -166.651382, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:38:18,283 - INFO - [Eval] step: 107999, bce: 0.082482, psnr: 24.276867, ssim: 0.826428, lpips: 0.145049
+2023-03-24 21:38:52,045 - INFO - [Train] step: 108099, loss_adv_disc: -0.168014, lr_disc: 0.000010
+2023-03-24 21:38:52,249 - INFO - [Train] step: 108099, loss_mpn: 0.014648, loss_rec: 0.068165, loss_semantic: 0.677318, loss_idmrf: 2.662539, loss_adv_gen: -252.298676, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:39:23,231 - INFO - [Train] step: 108199, loss_adv_disc: -1.669237, lr_disc: 0.000010
+2023-03-24 21:39:23,438 - INFO - [Train] step: 108199, loss_mpn: 0.040531, loss_rec: 0.089248, loss_semantic: 0.978111, loss_idmrf: 5.228224, loss_adv_gen: -203.414978, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:39:54,399 - INFO - [Train] step: 108299, loss_adv_disc: -1.815850, lr_disc: 0.000010
+2023-03-24 21:39:54,600 - INFO - [Train] step: 108299, loss_mpn: 0.016424, loss_rec: 0.065328, loss_semantic: 0.748262, loss_idmrf: 3.502743, loss_adv_gen: -149.717758, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:40:24,709 - INFO - [Train] step: 108399, loss_adv_disc: -9.277797, lr_disc: 0.000010
+2023-03-24 21:40:24,914 - INFO - [Train] step: 108399, loss_mpn: 0.012783, loss_rec: 0.045550, loss_semantic: 0.603156, loss_idmrf: 2.951014, loss_adv_gen: -131.967422, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:40:55,849 - INFO - [Train] step: 108499, loss_adv_disc: 3.926699, lr_disc: 0.000010
+2023-03-24 21:40:56,050 - INFO - [Train] step: 108499, loss_mpn: 0.050049, loss_rec: 0.158947, loss_semantic: 1.298067, loss_idmrf: 5.978683, loss_adv_gen: -204.124359, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:41:26,684 - INFO - [Train] step: 108599, loss_adv_disc: 0.184582, lr_disc: 0.000010
+2023-03-24 21:41:26,892 - INFO - [Train] step: 108599, loss_mpn: 0.033837, loss_rec: 0.043647, loss_semantic: 0.605845, loss_idmrf: 2.255068, loss_adv_gen: -177.073212, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:41:57,598 - INFO - [Train] step: 108699, loss_adv_disc: 2.898014, lr_disc: 0.000010
+2023-03-24 21:41:57,798 - INFO - [Train] step: 108699, loss_mpn: 0.026707, loss_rec: 0.046249, loss_semantic: 0.460731, loss_idmrf: 2.234033, loss_adv_gen: -184.094788, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:42:28,460 - INFO - [Train] step: 108799, loss_adv_disc: 3.642562, lr_disc: 0.000010
+2023-03-24 21:42:28,659 - INFO - [Train] step: 108799, loss_mpn: 0.039747, loss_rec: 0.048302, loss_semantic: 0.627870, loss_idmrf: 2.046675, loss_adv_gen: -200.107666, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:42:59,518 - INFO - [Train] step: 108899, loss_adv_disc: -3.507572, lr_disc: 0.000010
+2023-03-24 21:42:59,717 - INFO - [Train] step: 108899, loss_mpn: 0.027131, loss_rec: 0.080930, loss_semantic: 0.990581, loss_idmrf: 3.250844, loss_adv_gen: -210.602158, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:43:29,965 - INFO - [Train] step: 108999, loss_adv_disc: 0.977633, lr_disc: 0.000010
+2023-03-24 21:43:30,169 - INFO - [Train] step: 108999, loss_mpn: 0.019834, loss_rec: 0.036099, loss_semantic: 0.515347, loss_idmrf: 2.234862, loss_adv_gen: -190.046127, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:44:22,151 - INFO - [Eval] step: 108999, bce: 0.084244, psnr: 24.236788, ssim: 0.826077, lpips: 0.144973
+2023-03-24 21:44:56,213 - INFO - [Train] step: 109099, loss_adv_disc: -3.151490, lr_disc: 0.000010
+2023-03-24 21:44:56,420 - INFO - [Train] step: 109099, loss_mpn: 0.028254, loss_rec: 0.086419, loss_semantic: 0.771259, loss_idmrf: 3.541441, loss_adv_gen: -178.377747, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:45:27,579 - INFO - [Train] step: 109199, loss_adv_disc: -3.756667, lr_disc: 0.000010
+2023-03-24 21:45:27,784 - INFO - [Train] step: 109199, loss_mpn: 0.025427, loss_rec: 0.094471, loss_semantic: 0.894115, loss_idmrf: 3.687941, loss_adv_gen: -230.398376, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:45:58,630 - INFO - [Train] step: 109299, loss_adv_disc: 8.180533, lr_disc: 0.000010
+2023-03-24 21:45:58,834 - INFO - [Train] step: 109299, loss_mpn: 0.072365, loss_rec: 0.088077, loss_semantic: 0.985926, loss_idmrf: 3.314861, loss_adv_gen: -289.173981, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:46:29,436 - INFO - [Train] step: 109399, loss_adv_disc: 3.889056, lr_disc: 0.000010
+2023-03-24 21:46:29,638 - INFO - [Train] step: 109399, loss_mpn: 0.032465, loss_rec: 0.097483, loss_semantic: 0.875123, loss_idmrf: 3.521945, loss_adv_gen: -188.257584, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:47:00,527 - INFO - [Train] step: 109499, loss_adv_disc: 3.956014, lr_disc: 0.000010
+2023-03-24 21:47:00,727 - INFO - [Train] step: 109499, loss_mpn: 0.057410, loss_rec: 0.073336, loss_semantic: 0.778557, loss_idmrf: 3.480440, loss_adv_gen: -220.141235, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:47:31,324 - INFO - [Train] step: 109599, loss_adv_disc: -3.836956, lr_disc: 0.000010
+2023-03-24 21:47:31,527 - INFO - [Train] step: 109599, loss_mpn: 0.020023, loss_rec: 0.059770, loss_semantic: 0.625811, loss_idmrf: 3.754275, loss_adv_gen: -162.317352, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:48:01,850 - INFO - [Train] step: 109699, loss_adv_disc: 3.157839, lr_disc: 0.000010
+2023-03-24 21:48:02,054 - INFO - [Train] step: 109699, loss_mpn: 0.012090, loss_rec: 0.027888, loss_semantic: 0.404262, loss_idmrf: 1.010385, loss_adv_gen: -213.501556, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:48:32,742 - INFO - [Train] step: 109799, loss_adv_disc: 0.145472, lr_disc: 0.000010
+2023-03-24 21:48:32,944 - INFO - [Train] step: 109799, loss_mpn: 0.069920, loss_rec: 0.076023, loss_semantic: 0.849707, loss_idmrf: 6.884876, loss_adv_gen: -142.883209, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:49:03,818 - INFO - [Train] step: 109899, loss_adv_disc: -0.175902, lr_disc: 0.000010
+2023-03-24 21:49:04,017 - INFO - [Train] step: 109899, loss_mpn: 0.006037, loss_rec: 0.031045, loss_semantic: 0.347355, loss_idmrf: 1.063450, loss_adv_gen: -198.067902, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:49:34,473 - INFO - [Train] step: 109999, loss_adv_disc: -0.362773, lr_disc: 0.000010
+2023-03-24 21:49:34,680 - INFO - [Train] step: 109999, loss_mpn: 0.071378, loss_rec: 0.047698, loss_semantic: 0.638212, loss_idmrf: 2.746596, loss_adv_gen: -178.806580, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:50:27,118 - INFO - [Eval] step: 109999, bce: 0.081950, psnr: 24.299520, ssim: 0.826330, lpips: 0.145706
+2023-03-24 21:51:01,471 - INFO - [Train] step: 110099, loss_adv_disc: 3.184731, lr_disc: 0.000010
+2023-03-24 21:51:01,673 - INFO - [Train] step: 110099, loss_mpn: 0.012161, loss_rec: 0.060775, loss_semantic: 0.585217, loss_idmrf: 4.482746, loss_adv_gen: -141.776306, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:51:32,841 - INFO - [Train] step: 110199, loss_adv_disc: 2.673698, lr_disc: 0.000010
+2023-03-24 21:51:33,041 - INFO - [Train] step: 110199, loss_mpn: 0.044321, loss_rec: 0.053453, loss_semantic: 0.692455, loss_idmrf: 4.717628, loss_adv_gen: -203.952286, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:52:04,155 - INFO - [Train] step: 110299, loss_adv_disc: 0.616506, lr_disc: 0.000010
+2023-03-24 21:52:04,375 - INFO - [Train] step: 110299, loss_mpn: 0.015801, loss_rec: 0.017213, loss_semantic: 0.303287, loss_idmrf: 0.991543, loss_adv_gen: -167.062958, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:52:35,316 - INFO - [Train] step: 110399, loss_adv_disc: -2.559126, lr_disc: 0.000010
+2023-03-24 21:52:35,518 - INFO - [Train] step: 110399, loss_mpn: 0.017906, loss_rec: 0.076008, loss_semantic: 0.757317, loss_idmrf: 4.588172, loss_adv_gen: -189.379181, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:53:05,772 - INFO - [Train] step: 110499, loss_adv_disc: -0.670096, lr_disc: 0.000010
+2023-03-24 21:53:05,974 - INFO - [Train] step: 110499, loss_mpn: 0.029925, loss_rec: 0.067218, loss_semantic: 0.820553, loss_idmrf: 4.506937, loss_adv_gen: -156.070435, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:53:36,434 - INFO - [Train] step: 110599, loss_adv_disc: -2.590774, lr_disc: 0.000010
+2023-03-24 21:53:36,636 - INFO - [Train] step: 110599, loss_mpn: 0.034103, loss_rec: 0.073224, loss_semantic: 0.778450, loss_idmrf: 3.781489, loss_adv_gen: -192.300858, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:54:07,153 - INFO - [Train] step: 110699, loss_adv_disc: -3.477572, lr_disc: 0.000010
+2023-03-24 21:54:07,362 - INFO - [Train] step: 110699, loss_mpn: 0.025115, loss_rec: 0.060142, loss_semantic: 0.687502, loss_idmrf: 2.099922, loss_adv_gen: -189.823074, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:54:38,028 - INFO - [Train] step: 110799, loss_adv_disc: 3.658359, lr_disc: 0.000010
+2023-03-24 21:54:38,231 - INFO - [Train] step: 110799, loss_mpn: 0.083541, loss_rec: 0.100867, loss_semantic: 1.191428, loss_idmrf: 5.561578, loss_adv_gen: -188.797699, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:55:08,981 - INFO - [Train] step: 110899, loss_adv_disc: 1.677047, lr_disc: 0.000010
+2023-03-24 21:55:09,193 - INFO - [Train] step: 110899, loss_mpn: 0.019673, loss_rec: 0.032495, loss_semantic: 0.474001, loss_idmrf: 1.677663, loss_adv_gen: -162.340973, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:55:40,085 - INFO - [Train] step: 110999, loss_adv_disc: 4.382380, lr_disc: 0.000010
+2023-03-24 21:55:40,285 - INFO - [Train] step: 110999, loss_mpn: 0.032956, loss_rec: 0.072111, loss_semantic: 0.811230, loss_idmrf: 3.622458, loss_adv_gen: -173.062256, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:56:32,106 - INFO - [Eval] step: 110999, bce: 0.083146, psnr: 24.156469, ssim: 0.823887, lpips: 0.146455
+2023-03-24 21:57:05,547 - INFO - [Train] step: 111099, loss_adv_disc: 1.237358, lr_disc: 0.000010
+2023-03-24 21:57:05,747 - INFO - [Train] step: 111099, loss_mpn: 0.031686, loss_rec: 0.100273, loss_semantic: 0.859367, loss_idmrf: 5.805543, loss_adv_gen: -191.313965, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:57:37,296 - INFO - [Train] step: 111199, loss_adv_disc: 2.348096, lr_disc: 0.000010
+2023-03-24 21:57:37,502 - INFO - [Train] step: 111199, loss_mpn: 0.026542, loss_rec: 0.030991, loss_semantic: 0.490585, loss_idmrf: 1.959566, loss_adv_gen: -163.624039, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:58:08,428 - INFO - [Train] step: 111299, loss_adv_disc: 2.585619, lr_disc: 0.000010
+2023-03-24 21:58:08,638 - INFO - [Train] step: 111299, loss_mpn: 0.010048, loss_rec: 0.030830, loss_semantic: 0.481843, loss_idmrf: 1.677457, loss_adv_gen: -177.277084, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:58:39,485 - INFO - [Train] step: 111399, loss_adv_disc: -0.382091, lr_disc: 0.000010
+2023-03-24 21:58:39,688 - INFO - [Train] step: 111399, loss_mpn: 0.041587, loss_rec: 0.075363, loss_semantic: 0.664989, loss_idmrf: 2.594406, loss_adv_gen: -183.350708, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:59:10,225 - INFO - [Train] step: 111499, loss_adv_disc: -5.082189, lr_disc: 0.000010
+2023-03-24 21:59:10,437 - INFO - [Train] step: 111499, loss_mpn: 0.017168, loss_rec: 0.075696, loss_semantic: 0.734783, loss_idmrf: 3.731492, loss_adv_gen: -198.640884, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 21:59:40,975 - INFO - [Train] step: 111599, loss_adv_disc: 2.516235, lr_disc: 0.000010
+2023-03-24 21:59:41,185 - INFO - [Train] step: 111599, loss_mpn: 0.009223, loss_rec: 0.033184, loss_semantic: 0.435340, loss_idmrf: 1.077260, loss_adv_gen: -187.783234, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:00:11,629 - INFO - [Train] step: 111699, loss_adv_disc: -6.944193, lr_disc: 0.000010
+2023-03-24 22:00:11,829 - INFO - [Train] step: 111699, loss_mpn: 0.044262, loss_rec: 0.093856, loss_semantic: 0.983628, loss_idmrf: 5.989443, loss_adv_gen: -162.495544, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:00:42,246 - INFO - [Train] step: 111799, loss_adv_disc: -4.109107, lr_disc: 0.000010
+2023-03-24 22:00:42,449 - INFO - [Train] step: 111799, loss_mpn: 0.024817, loss_rec: 0.099905, loss_semantic: 0.905998, loss_idmrf: 4.657534, loss_adv_gen: -177.314880, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:01:12,990 - INFO - [Train] step: 111899, loss_adv_disc: 3.169731, lr_disc: 0.000010
+2023-03-24 22:01:13,196 - INFO - [Train] step: 111899, loss_mpn: 0.019642, loss_rec: 0.025325, loss_semantic: 0.373627, loss_idmrf: 1.699883, loss_adv_gen: -175.240692, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:01:43,707 - INFO - [Train] step: 111999, loss_adv_disc: 3.640552, lr_disc: 0.000010
+2023-03-24 22:01:43,909 - INFO - [Train] step: 111999, loss_mpn: 0.041214, loss_rec: 0.032366, loss_semantic: 0.552124, loss_idmrf: 2.964051, loss_adv_gen: -154.426910, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:02:35,976 - INFO - [Eval] step: 111999, bce: 0.084155, psnr: 24.166422, ssim: 0.825306, lpips: 0.145940
+2023-03-24 22:03:08,897 - INFO - [Train] step: 112099, loss_adv_disc: 0.905798, lr_disc: 0.000010
+2023-03-24 22:03:09,099 - INFO - [Train] step: 112099, loss_mpn: 0.013131, loss_rec: 0.032594, loss_semantic: 0.471129, loss_idmrf: 1.306543, loss_adv_gen: -158.825500, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:03:40,585 - INFO - [Train] step: 112199, loss_adv_disc: 3.453957, lr_disc: 0.000010
+2023-03-24 22:03:40,788 - INFO - [Train] step: 112199, loss_mpn: 0.048695, loss_rec: 0.049956, loss_semantic: 0.564154, loss_idmrf: 2.806724, loss_adv_gen: -174.018127, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:04:12,220 - INFO - [Train] step: 112299, loss_adv_disc: -6.030916, lr_disc: 0.000010
+2023-03-24 22:04:12,428 - INFO - [Train] step: 112299, loss_mpn: 0.056020, loss_rec: 0.083865, loss_semantic: 0.877502, loss_idmrf: 5.636758, loss_adv_gen: -148.618683, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:04:43,346 - INFO - [Train] step: 112399, loss_adv_disc: 3.256517, lr_disc: 0.000010
+2023-03-24 22:04:43,555 - INFO - [Train] step: 112399, loss_mpn: 0.032512, loss_rec: 0.074056, loss_semantic: 0.819635, loss_idmrf: 4.511677, loss_adv_gen: -175.028534, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:05:14,403 - INFO - [Train] step: 112499, loss_adv_disc: 4.351489, lr_disc: 0.000010
+2023-03-24 22:05:14,604 - INFO - [Train] step: 112499, loss_mpn: 0.044452, loss_rec: 0.074741, loss_semantic: 0.862926, loss_idmrf: 4.797547, loss_adv_gen: -209.848145, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:05:45,055 - INFO - [Train] step: 112599, loss_adv_disc: -2.440813, lr_disc: 0.000010
+2023-03-24 22:05:45,256 - INFO - [Train] step: 112599, loss_mpn: 0.038564, loss_rec: 0.082123, loss_semantic: 0.841769, loss_idmrf: 2.828189, loss_adv_gen: -192.235168, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:06:15,602 - INFO - [Train] step: 112699, loss_adv_disc: -3.639282, lr_disc: 0.000010
+2023-03-24 22:06:15,814 - INFO - [Train] step: 112699, loss_mpn: 0.017380, loss_rec: 0.100763, loss_semantic: 0.859417, loss_idmrf: 4.092912, loss_adv_gen: -166.062134, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:06:46,605 - INFO - [Train] step: 112799, loss_adv_disc: 4.911574, lr_disc: 0.000010
+2023-03-24 22:06:46,806 - INFO - [Train] step: 112799, loss_mpn: 0.026383, loss_rec: 0.152039, loss_semantic: 0.977577, loss_idmrf: 5.259771, loss_adv_gen: -173.212479, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:07:17,427 - INFO - [Train] step: 112899, loss_adv_disc: 1.916613, lr_disc: 0.000010
+2023-03-24 22:07:17,627 - INFO - [Train] step: 112899, loss_mpn: 0.010604, loss_rec: 0.025085, loss_semantic: 0.416438, loss_idmrf: 1.002978, loss_adv_gen: -225.589691, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:07:48,229 - INFO - [Train] step: 112999, loss_adv_disc: -8.509804, lr_disc: 0.000010
+2023-03-24 22:07:48,436 - INFO - [Train] step: 112999, loss_mpn: 0.027133, loss_rec: 0.089868, loss_semantic: 0.930640, loss_idmrf: 6.336373, loss_adv_gen: -155.597366, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:08:40,709 - INFO - [Eval] step: 112999, bce: 0.081583, psnr: 24.116074, ssim: 0.823664, lpips: 0.146521
+2023-03-24 22:09:13,899 - INFO - [Train] step: 113099, loss_adv_disc: -1.679875, lr_disc: 0.000010
+2023-03-24 22:09:14,101 - INFO - [Train] step: 113099, loss_mpn: 0.019228, loss_rec: 0.053442, loss_semantic: 0.592766, loss_idmrf: 4.943836, loss_adv_gen: -155.730530, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:09:45,273 - INFO - [Train] step: 113199, loss_adv_disc: 2.861827, lr_disc: 0.000010
+2023-03-24 22:09:45,475 - INFO - [Train] step: 113199, loss_mpn: 0.023176, loss_rec: 0.074557, loss_semantic: 0.724082, loss_idmrf: 2.814700, loss_adv_gen: -211.040283, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:10:17,053 - INFO - [Train] step: 113299, loss_adv_disc: -5.190232, lr_disc: 0.000010
+2023-03-24 22:10:17,258 - INFO - [Train] step: 113299, loss_mpn: 0.027508, loss_rec: 0.089681, loss_semantic: 1.035763, loss_idmrf: 6.085695, loss_adv_gen: -192.879272, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:10:47,921 - INFO - [Train] step: 113399, loss_adv_disc: -3.962445, lr_disc: 0.000010
+2023-03-24 22:10:48,125 - INFO - [Train] step: 113399, loss_mpn: 0.012992, loss_rec: 0.084134, loss_semantic: 0.742363, loss_idmrf: 3.254668, loss_adv_gen: -219.351257, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:11:18,855 - INFO - [Train] step: 113499, loss_adv_disc: 3.564693, lr_disc: 0.000010
+2023-03-24 22:11:19,055 - INFO - [Train] step: 113499, loss_mpn: 0.026908, loss_rec: 0.084505, loss_semantic: 0.810314, loss_idmrf: 3.807485, loss_adv_gen: -221.667633, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:11:49,926 - INFO - [Train] step: 113599, loss_adv_disc: -4.178017, lr_disc: 0.000010
+2023-03-24 22:11:50,127 - INFO - [Train] step: 113599, loss_mpn: 0.043540, loss_rec: 0.073002, loss_semantic: 0.779969, loss_idmrf: 3.466146, loss_adv_gen: -221.188080, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:12:20,322 - INFO - [Train] step: 113699, loss_adv_disc: -0.493940, lr_disc: 0.000010
+2023-03-24 22:12:20,521 - INFO - [Train] step: 113699, loss_mpn: 0.015319, loss_rec: 0.064400, loss_semantic: 0.732422, loss_idmrf: 3.747834, loss_adv_gen: -148.548859, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:12:51,542 - INFO - [Train] step: 113799, loss_adv_disc: 2.083769, lr_disc: 0.000010
+2023-03-24 22:12:51,748 - INFO - [Train] step: 113799, loss_mpn: 0.015907, loss_rec: 0.017228, loss_semantic: 0.288537, loss_idmrf: 1.318324, loss_adv_gen: -139.232346, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:13:21,919 - INFO - [Train] step: 113899, loss_adv_disc: -7.064396, lr_disc: 0.000010
+2023-03-24 22:13:22,124 - INFO - [Train] step: 113899, loss_mpn: 0.016396, loss_rec: 0.073577, loss_semantic: 0.774354, loss_idmrf: 2.997135, loss_adv_gen: -173.996094, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:13:52,480 - INFO - [Train] step: 113999, loss_adv_disc: 2.553927, lr_disc: 0.000010
+2023-03-24 22:13:52,681 - INFO - [Train] step: 113999, loss_mpn: 0.027430, loss_rec: 0.054055, loss_semantic: 0.649626, loss_idmrf: 2.704397, loss_adv_gen: -193.839523, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:14:45,074 - INFO - [Eval] step: 113999, bce: 0.085130, psnr: 24.159462, ssim: 0.823353, lpips: 0.146363
+2023-03-24 22:15:18,092 - INFO - [Train] step: 114099, loss_adv_disc: 0.465763, lr_disc: 0.000010
+2023-03-24 22:15:18,296 - INFO - [Train] step: 114099, loss_mpn: 0.023367, loss_rec: 0.042443, loss_semantic: 0.605879, loss_idmrf: 4.276850, loss_adv_gen: -130.800323, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:15:49,153 - INFO - [Train] step: 114199, loss_adv_disc: -1.729206, lr_disc: 0.000010
+2023-03-24 22:15:49,362 - INFO - [Train] step: 114199, loss_mpn: 0.029499, loss_rec: 0.062283, loss_semantic: 0.745212, loss_idmrf: 3.789161, loss_adv_gen: -178.420914, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:16:20,513 - INFO - [Train] step: 114299, loss_adv_disc: -4.894405, lr_disc: 0.000010
+2023-03-24 22:16:20,726 - INFO - [Train] step: 114299, loss_mpn: 0.034873, loss_rec: 0.079960, loss_semantic: 0.970816, loss_idmrf: 4.687424, loss_adv_gen: -158.820419, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:16:52,110 - INFO - [Train] step: 114399, loss_adv_disc: 1.606642, lr_disc: 0.000010
+2023-03-24 22:16:52,311 - INFO - [Train] step: 114399, loss_mpn: 0.041971, loss_rec: 0.086734, loss_semantic: 0.880488, loss_idmrf: 4.219795, loss_adv_gen: -223.713547, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:17:22,977 - INFO - [Train] step: 114499, loss_adv_disc: 4.443901, lr_disc: 0.000010
+2023-03-24 22:17:23,180 - INFO - [Train] step: 114499, loss_mpn: 0.025119, loss_rec: 0.031552, loss_semantic: 0.452798, loss_idmrf: 0.796851, loss_adv_gen: -225.566071, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:17:53,682 - INFO - [Train] step: 114599, loss_adv_disc: -2.521291, lr_disc: 0.000010
+2023-03-24 22:17:53,883 - INFO - [Train] step: 114599, loss_mpn: 0.039791, loss_rec: 0.054235, loss_semantic: 0.664768, loss_idmrf: 2.919603, loss_adv_gen: -182.990509, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:18:24,565 - INFO - [Train] step: 114699, loss_adv_disc: -7.563498, lr_disc: 0.000010
+2023-03-24 22:18:24,765 - INFO - [Train] step: 114699, loss_mpn: 0.037621, loss_rec: 0.088280, loss_semantic: 1.001335, loss_idmrf: 6.914338, loss_adv_gen: -170.907547, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:18:55,377 - INFO - [Train] step: 114799, loss_adv_disc: -1.289705, lr_disc: 0.000010
+2023-03-24 22:18:55,578 - INFO - [Train] step: 114799, loss_mpn: 0.046600, loss_rec: 0.115339, loss_semantic: 1.050240, loss_idmrf: 3.648506, loss_adv_gen: -223.699448, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:19:26,403 - INFO - [Train] step: 114899, loss_adv_disc: -3.044558, lr_disc: 0.000010
+2023-03-24 22:19:26,604 - INFO - [Train] step: 114899, loss_mpn: 0.043579, loss_rec: 0.129438, loss_semantic: 1.248881, loss_idmrf: 4.832035, loss_adv_gen: -226.565109, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:19:57,288 - INFO - [Train] step: 114999, loss_adv_disc: -21.753017, lr_disc: 0.000010
+2023-03-24 22:19:57,490 - INFO - [Train] step: 114999, loss_mpn: 0.035607, loss_rec: 0.187760, loss_semantic: 1.343721, loss_idmrf: 5.820477, loss_adv_gen: -224.093079, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:20:50,051 - INFO - [Eval] step: 114999, bce: 0.084230, psnr: 24.274736, ssim: 0.827485, lpips: 0.144686
+2023-03-24 22:21:23,035 - INFO - [Train] step: 115099, loss_adv_disc: 5.348901, lr_disc: 0.000010
+2023-03-24 22:21:23,235 - INFO - [Train] step: 115099, loss_mpn: 0.028453, loss_rec: 0.053279, loss_semantic: 0.643052, loss_idmrf: 2.184840, loss_adv_gen: -251.033951, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:21:53,842 - INFO - [Train] step: 115199, loss_adv_disc: -3.541257, lr_disc: 0.000010
+2023-03-24 22:21:54,057 - INFO - [Train] step: 115199, loss_mpn: 0.016208, loss_rec: 0.035250, loss_semantic: 0.464446, loss_idmrf: 5.791812, loss_adv_gen: -106.598671, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:22:25,268 - INFO - [Train] step: 115299, loss_adv_disc: 2.897794, lr_disc: 0.000010
+2023-03-24 22:22:25,475 - INFO - [Train] step: 115299, loss_mpn: 0.044014, loss_rec: 0.054340, loss_semantic: 0.665280, loss_idmrf: 3.108111, loss_adv_gen: -194.070328, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:22:57,352 - INFO - [Train] step: 115399, loss_adv_disc: 0.609167, lr_disc: 0.000010
+2023-03-24 22:22:57,558 - INFO - [Train] step: 115399, loss_mpn: 0.028809, loss_rec: 0.063524, loss_semantic: 0.712050, loss_idmrf: 5.071520, loss_adv_gen: -144.740250, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:23:28,215 - INFO - [Train] step: 115499, loss_adv_disc: 1.868622, lr_disc: 0.000010
+2023-03-24 22:23:28,416 - INFO - [Train] step: 115499, loss_mpn: 0.034814, loss_rec: 0.093957, loss_semantic: 0.990629, loss_idmrf: 6.452284, loss_adv_gen: -218.743790, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:23:58,735 - INFO - [Train] step: 115599, loss_adv_disc: -2.162596, lr_disc: 0.000010
+2023-03-24 22:23:58,940 - INFO - [Train] step: 115599, loss_mpn: 0.042930, loss_rec: 0.064799, loss_semantic: 0.854507, loss_idmrf: 4.140940, loss_adv_gen: -187.791962, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:24:29,836 - INFO - [Train] step: 115699, loss_adv_disc: 3.287158, lr_disc: 0.000010
+2023-03-24 22:24:30,036 - INFO - [Train] step: 115699, loss_mpn: 0.033973, loss_rec: 0.048994, loss_semantic: 0.580849, loss_idmrf: 1.654949, loss_adv_gen: -201.947464, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:25:01,217 - INFO - [Train] step: 115799, loss_adv_disc: 3.376976, lr_disc: 0.000010
+2023-03-24 22:25:01,423 - INFO - [Train] step: 115799, loss_mpn: 0.036368, loss_rec: 0.046113, loss_semantic: 0.649458, loss_idmrf: 4.347751, loss_adv_gen: -147.231171, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:25:31,668 - INFO - [Train] step: 115899, loss_adv_disc: 0.646196, lr_disc: 0.000010
+2023-03-24 22:25:31,872 - INFO - [Train] step: 115899, loss_mpn: 0.033776, loss_rec: 0.043798, loss_semantic: 0.569964, loss_idmrf: 1.738552, loss_adv_gen: -191.724091, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:26:02,672 - INFO - [Train] step: 115999, loss_adv_disc: 0.743330, lr_disc: 0.000010
+2023-03-24 22:26:02,876 - INFO - [Train] step: 115999, loss_mpn: 0.023555, loss_rec: 0.025279, loss_semantic: 0.425631, loss_idmrf: 2.473081, loss_adv_gen: -165.045410, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:26:55,666 - INFO - [Eval] step: 115999, bce: 0.087870, psnr: 24.289932, ssim: 0.828241, lpips: 0.145513
+2023-03-24 22:27:29,084 - INFO - [Train] step: 116099, loss_adv_disc: -3.118897, lr_disc: 0.000010
+2023-03-24 22:27:29,297 - INFO - [Train] step: 116099, loss_mpn: 0.026071, loss_rec: 0.054115, loss_semantic: 0.554095, loss_idmrf: 2.979892, loss_adv_gen: -172.577454, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:27:59,922 - INFO - [Train] step: 116199, loss_adv_disc: 0.194437, lr_disc: 0.000010
+2023-03-24 22:28:00,128 - INFO - [Train] step: 116199, loss_mpn: 0.019955, loss_rec: 0.055454, loss_semantic: 0.609337, loss_idmrf: 3.590928, loss_adv_gen: -190.667267, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:28:31,305 - INFO - [Train] step: 116299, loss_adv_disc: 2.614636, lr_disc: 0.000010
+2023-03-24 22:28:31,511 - INFO - [Train] step: 116299, loss_mpn: 0.041936, loss_rec: 0.121331, loss_semantic: 1.051095, loss_idmrf: 6.198823, loss_adv_gen: -177.042831, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:29:03,581 - INFO - [Train] step: 116399, loss_adv_disc: -4.186596, lr_disc: 0.000010
+2023-03-24 22:29:03,787 - INFO - [Train] step: 116399, loss_mpn: 0.026000, loss_rec: 0.057038, loss_semantic: 0.767751, loss_idmrf: 3.045067, loss_adv_gen: -202.757843, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:29:34,827 - INFO - [Train] step: 116499, loss_adv_disc: -11.713230, lr_disc: 0.000010
+2023-03-24 22:29:35,029 - INFO - [Train] step: 116499, loss_mpn: 0.030486, loss_rec: 0.088438, loss_semantic: 0.920821, loss_idmrf: 4.991761, loss_adv_gen: -160.160248, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:30:05,976 - INFO - [Train] step: 116599, loss_adv_disc: 5.260163, lr_disc: 0.000010
+2023-03-24 22:30:06,178 - INFO - [Train] step: 116599, loss_mpn: 0.044743, loss_rec: 0.051480, loss_semantic: 0.716228, loss_idmrf: 2.652905, loss_adv_gen: -207.048767, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:30:37,104 - INFO - [Train] step: 116699, loss_adv_disc: -2.443911, lr_disc: 0.000010
+2023-03-24 22:30:37,308 - INFO - [Train] step: 116699, loss_mpn: 0.042757, loss_rec: 0.057334, loss_semantic: 0.791529, loss_idmrf: 5.441744, loss_adv_gen: -153.129715, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:31:08,194 - INFO - [Train] step: 116799, loss_adv_disc: 1.737479, lr_disc: 0.000010
+2023-03-24 22:31:08,403 - INFO - [Train] step: 116799, loss_mpn: 0.041160, loss_rec: 0.034180, loss_semantic: 0.513260, loss_idmrf: 2.168088, loss_adv_gen: -179.209274, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:31:38,699 - INFO - [Train] step: 116899, loss_adv_disc: 2.199767, lr_disc: 0.000010
+2023-03-24 22:31:38,903 - INFO - [Train] step: 116899, loss_mpn: 0.013866, loss_rec: 0.016149, loss_semantic: 0.292050, loss_idmrf: 1.024709, loss_adv_gen: -122.430435, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:32:09,818 - INFO - [Train] step: 116999, loss_adv_disc: -11.656473, lr_disc: 0.000010
+2023-03-24 22:32:10,022 - INFO - [Train] step: 116999, loss_mpn: 0.064075, loss_rec: 0.125890, loss_semantic: 0.994821, loss_idmrf: 4.203555, loss_adv_gen: -208.614868, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:33:02,784 - INFO - [Eval] step: 116999, bce: 0.087320, psnr: 24.115812, ssim: 0.822182, lpips: 0.146296
+2023-03-24 22:33:36,248 - INFO - [Train] step: 117099, loss_adv_disc: 2.948684, lr_disc: 0.000010
+2023-03-24 22:33:36,451 - INFO - [Train] step: 117099, loss_mpn: 0.014021, loss_rec: 0.042158, loss_semantic: 0.538998, loss_idmrf: 3.841668, loss_adv_gen: -181.930450, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:34:07,422 - INFO - [Train] step: 117199, loss_adv_disc: -9.551692, lr_disc: 0.000010
+2023-03-24 22:34:07,629 - INFO - [Train] step: 117199, loss_mpn: 0.043809, loss_rec: 0.087203, loss_semantic: 0.989608, loss_idmrf: 4.545094, loss_adv_gen: -158.095566, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:34:38,576 - INFO - [Train] step: 117299, loss_adv_disc: -7.260846, lr_disc: 0.000010
+2023-03-24 22:34:38,780 - INFO - [Train] step: 117299, loss_mpn: 0.025572, loss_rec: 0.078262, loss_semantic: 0.868826, loss_idmrf: 3.649137, loss_adv_gen: -210.601929, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:35:10,526 - INFO - [Train] step: 117399, loss_adv_disc: 4.820031, lr_disc: 0.000010
+2023-03-24 22:35:10,735 - INFO - [Train] step: 117399, loss_mpn: 0.138578, loss_rec: 0.110060, loss_semantic: 1.224012, loss_idmrf: 5.457866, loss_adv_gen: -227.182526, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:35:41,737 - INFO - [Train] step: 117499, loss_adv_disc: 1.832831, lr_disc: 0.000010
+2023-03-24 22:35:41,937 - INFO - [Train] step: 117499, loss_mpn: 0.039285, loss_rec: 0.066125, loss_semantic: 0.850611, loss_idmrf: 3.862008, loss_adv_gen: -232.531738, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:36:12,697 - INFO - [Train] step: 117599, loss_adv_disc: 7.091172, lr_disc: 0.000010
+2023-03-24 22:36:12,897 - INFO - [Train] step: 117599, loss_mpn: 0.033913, loss_rec: 0.056309, loss_semantic: 0.693057, loss_idmrf: 2.200336, loss_adv_gen: -262.821655, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:36:43,419 - INFO - [Train] step: 117699, loss_adv_disc: 0.005109, lr_disc: 0.000010
+2023-03-24 22:36:43,620 - INFO - [Train] step: 117699, loss_mpn: 0.020354, loss_rec: 0.045072, loss_semantic: 0.544285, loss_idmrf: 1.738389, loss_adv_gen: -210.920883, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:37:13,508 - INFO - [Train] step: 117799, loss_adv_disc: 0.847729, lr_disc: 0.000010
+2023-03-24 22:37:13,711 - INFO - [Train] step: 117799, loss_mpn: 0.027311, loss_rec: 0.100882, loss_semantic: 1.055132, loss_idmrf: 6.072477, loss_adv_gen: -160.495972, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:37:44,168 - INFO - [Train] step: 117899, loss_adv_disc: 1.558556, lr_disc: 0.000010
+2023-03-24 22:37:44,375 - INFO - [Train] step: 117899, loss_mpn: 0.009061, loss_rec: 0.019792, loss_semantic: 0.340221, loss_idmrf: 1.613940, loss_adv_gen: -183.823608, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:38:15,377 - INFO - [Train] step: 117999, loss_adv_disc: 5.250247, lr_disc: 0.000010
+2023-03-24 22:38:15,580 - INFO - [Train] step: 117999, loss_mpn: 0.016104, loss_rec: 0.097771, loss_semantic: 0.868015, loss_idmrf: 2.981632, loss_adv_gen: -191.263443, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:39:08,219 - INFO - [Eval] step: 117999, bce: 0.082171, psnr: 24.153545, ssim: 0.823021, lpips: 0.146629
+2023-03-24 22:39:41,231 - INFO - [Train] step: 118099, loss_adv_disc: -7.593629, lr_disc: 0.000010
+2023-03-24 22:39:41,433 - INFO - [Train] step: 118099, loss_mpn: 0.036152, loss_rec: 0.089615, loss_semantic: 0.903942, loss_idmrf: 4.813137, loss_adv_gen: -199.118652, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:40:11,940 - INFO - [Train] step: 118199, loss_adv_disc: 0.374295, lr_disc: 0.000010
+2023-03-24 22:40:12,142 - INFO - [Train] step: 118199, loss_mpn: 0.048484, loss_rec: 0.104128, loss_semantic: 0.882356, loss_idmrf: 4.945906, loss_adv_gen: -222.892456, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:40:43,198 - INFO - [Train] step: 118299, loss_adv_disc: 3.432835, lr_disc: 0.000010
+2023-03-24 22:40:43,400 - INFO - [Train] step: 118299, loss_mpn: 0.025668, loss_rec: 0.038305, loss_semantic: 0.488553, loss_idmrf: 2.821069, loss_adv_gen: -146.079803, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:41:14,480 - INFO - [Train] step: 118399, loss_adv_disc: -2.860036, lr_disc: 0.000010
+2023-03-24 22:41:14,683 - INFO - [Train] step: 118399, loss_mpn: 0.097738, loss_rec: 0.113501, loss_semantic: 0.908945, loss_idmrf: 3.570983, loss_adv_gen: -200.407257, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:41:46,150 - INFO - [Train] step: 118499, loss_adv_disc: 4.386250, lr_disc: 0.000010
+2023-03-24 22:41:46,357 - INFO - [Train] step: 118499, loss_mpn: 0.027781, loss_rec: 0.038469, loss_semantic: 0.477767, loss_idmrf: 1.756198, loss_adv_gen: -194.168228, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:42:17,576 - INFO - [Train] step: 118599, loss_adv_disc: 2.081196, lr_disc: 0.000010
+2023-03-24 22:42:17,780 - INFO - [Train] step: 118599, loss_mpn: 0.012397, loss_rec: 0.067409, loss_semantic: 0.727179, loss_idmrf: 3.373615, loss_adv_gen: -182.962219, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:42:48,547 - INFO - [Train] step: 118699, loss_adv_disc: -3.978238, lr_disc: 0.000010
+2023-03-24 22:42:48,751 - INFO - [Train] step: 118699, loss_mpn: 0.023410, loss_rec: 0.091084, loss_semantic: 0.875662, loss_idmrf: 3.027540, loss_adv_gen: -218.337051, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:43:19,276 - INFO - [Train] step: 118799, loss_adv_disc: 3.091236, lr_disc: 0.000010
+2023-03-24 22:43:19,476 - INFO - [Train] step: 118799, loss_mpn: 0.005594, loss_rec: 0.019485, loss_semantic: 0.337335, loss_idmrf: 0.681429, loss_adv_gen: -203.086487, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:43:50,304 - INFO - [Train] step: 118899, loss_adv_disc: 2.288545, lr_disc: 0.000010
+2023-03-24 22:43:50,513 - INFO - [Train] step: 118899, loss_mpn: 0.030830, loss_rec: 0.048829, loss_semantic: 0.711826, loss_idmrf: 4.037005, loss_adv_gen: -204.869614, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:44:21,293 - INFO - [Train] step: 118999, loss_adv_disc: -7.492349, lr_disc: 0.000010
+2023-03-24 22:44:21,495 - INFO - [Train] step: 118999, loss_mpn: 0.036110, loss_rec: 0.066559, loss_semantic: 0.705433, loss_idmrf: 4.149446, loss_adv_gen: -179.577606, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:45:13,967 - INFO - [Eval] step: 118999, bce: 0.081461, psnr: 24.270609, ssim: 0.826689, lpips: 0.145811
+2023-03-24 22:45:47,279 - INFO - [Train] step: 119099, loss_adv_disc: 0.227018, lr_disc: 0.000010
+2023-03-24 22:45:47,485 - INFO - [Train] step: 119099, loss_mpn: 0.013292, loss_rec: 0.035659, loss_semantic: 0.476348, loss_idmrf: 2.436377, loss_adv_gen: -176.651428, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:46:17,988 - INFO - [Train] step: 119199, loss_adv_disc: 2.717591, lr_disc: 0.000010
+2023-03-24 22:46:18,196 - INFO - [Train] step: 119199, loss_mpn: 0.013070, loss_rec: 0.028202, loss_semantic: 0.426563, loss_idmrf: 1.914914, loss_adv_gen: -160.053024, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:46:48,890 - INFO - [Train] step: 119299, loss_adv_disc: -1.181904, lr_disc: 0.000010
+2023-03-24 22:46:49,094 - INFO - [Train] step: 119299, loss_mpn: 0.046915, loss_rec: 0.081701, loss_semantic: 0.859078, loss_idmrf: 4.204745, loss_adv_gen: -192.769623, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:47:20,191 - INFO - [Train] step: 119399, loss_adv_disc: 0.184874, lr_disc: 0.000010
+2023-03-24 22:47:20,392 - INFO - [Train] step: 119399, loss_mpn: 0.080351, loss_rec: 0.065066, loss_semantic: 0.823509, loss_idmrf: 4.383317, loss_adv_gen: -179.993759, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:47:51,636 - INFO - [Train] step: 119499, loss_adv_disc: 0.933911, lr_disc: 0.000010
+2023-03-24 22:47:51,843 - INFO - [Train] step: 119499, loss_mpn: 0.029544, loss_rec: 0.079764, loss_semantic: 0.802735, loss_idmrf: 5.651141, loss_adv_gen: -186.248779, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:48:23,299 - INFO - [Train] step: 119599, loss_adv_disc: -5.222313, lr_disc: 0.000010
+2023-03-24 22:48:23,507 - INFO - [Train] step: 119599, loss_mpn: 0.059660, loss_rec: 0.076374, loss_semantic: 0.791728, loss_idmrf: 4.324519, loss_adv_gen: -167.911453, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:48:53,580 - INFO - [Train] step: 119699, loss_adv_disc: 0.669704, lr_disc: 0.000010
+2023-03-24 22:48:53,781 - INFO - [Train] step: 119699, loss_mpn: 0.011493, loss_rec: 0.040086, loss_semantic: 0.550388, loss_idmrf: 1.724624, loss_adv_gen: -216.514648, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:49:24,834 - INFO - [Train] step: 119799, loss_adv_disc: 3.490639, lr_disc: 0.000010
+2023-03-24 22:49:25,028 - INFO - [Train] step: 119799, loss_mpn: 0.053335, loss_rec: 0.054991, loss_semantic: 0.717669, loss_idmrf: 2.995688, loss_adv_gen: -228.675690, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:49:55,523 - INFO - [Train] step: 119899, loss_adv_disc: -10.163195, lr_disc: 0.000010
+2023-03-24 22:49:55,724 - INFO - [Train] step: 119899, loss_mpn: 0.037177, loss_rec: 0.147639, loss_semantic: 1.273270, loss_idmrf: 7.565407, loss_adv_gen: -175.278091, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:50:26,413 - INFO - [Train] step: 119999, loss_adv_disc: 0.896274, lr_disc: 0.000010
+2023-03-24 22:50:26,620 - INFO - [Train] step: 119999, loss_mpn: 0.005701, loss_rec: 0.025931, loss_semantic: 0.381043, loss_idmrf: 1.102279, loss_adv_gen: -169.312225, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:51:19,329 - INFO - [Eval] step: 119999, bce: 0.088339, psnr: 24.096371, ssim: 0.823046, lpips: 0.145985
+2023-03-24 22:51:52,836 - INFO - [Train] step: 120099, loss_adv_disc: 2.108748, lr_disc: 0.000010
+2023-03-24 22:51:53,038 - INFO - [Train] step: 120099, loss_mpn: 0.032830, loss_rec: 0.045325, loss_semantic: 0.615743, loss_idmrf: 4.675117, loss_adv_gen: -174.650574, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:52:23,960 - INFO - [Train] step: 120199, loss_adv_disc: -2.620658, lr_disc: 0.000010
+2023-03-24 22:52:24,168 - INFO - [Train] step: 120199, loss_mpn: 0.023416, loss_rec: 0.056293, loss_semantic: 0.725062, loss_idmrf: 2.875677, loss_adv_gen: -201.948242, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:52:54,706 - INFO - [Train] step: 120299, loss_adv_disc: -2.566695, lr_disc: 0.000010
+2023-03-24 22:52:54,910 - INFO - [Train] step: 120299, loss_mpn: 0.024600, loss_rec: 0.041252, loss_semantic: 0.534658, loss_idmrf: 3.512566, loss_adv_gen: -128.117920, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:53:25,661 - INFO - [Train] step: 120399, loss_adv_disc: 4.764402, lr_disc: 0.000010
+2023-03-24 22:53:25,861 - INFO - [Train] step: 120399, loss_mpn: 0.030378, loss_rec: 0.062946, loss_semantic: 0.690337, loss_idmrf: 1.636616, loss_adv_gen: -251.434570, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:53:57,402 - INFO - [Train] step: 120499, loss_adv_disc: -4.856126, lr_disc: 0.000010
+2023-03-24 22:53:57,603 - INFO - [Train] step: 120499, loss_mpn: 0.051313, loss_rec: 0.071291, loss_semantic: 0.791707, loss_idmrf: 5.198824, loss_adv_gen: -139.006989, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:54:28,984 - INFO - [Train] step: 120599, loss_adv_disc: -2.059577, lr_disc: 0.000010
+2023-03-24 22:54:29,184 - INFO - [Train] step: 120599, loss_mpn: 0.025318, loss_rec: 0.057253, loss_semantic: 0.690795, loss_idmrf: 2.452574, loss_adv_gen: -216.515717, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:54:59,450 - INFO - [Train] step: 120699, loss_adv_disc: -1.445710, lr_disc: 0.000010
+2023-03-24 22:54:59,656 - INFO - [Train] step: 120699, loss_mpn: 0.027476, loss_rec: 0.080971, loss_semantic: 0.880574, loss_idmrf: 4.218999, loss_adv_gen: -195.214905, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:55:30,676 - INFO - [Train] step: 120799, loss_adv_disc: -0.503214, lr_disc: 0.000010
+2023-03-24 22:55:30,878 - INFO - [Train] step: 120799, loss_mpn: 0.031499, loss_rec: 0.048868, loss_semantic: 0.674575, loss_idmrf: 2.988835, loss_adv_gen: -175.616669, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:56:01,282 - INFO - [Train] step: 120899, loss_adv_disc: 6.109765, lr_disc: 0.000010
+2023-03-24 22:56:01,484 - INFO - [Train] step: 120899, loss_mpn: 0.055458, loss_rec: 0.034364, loss_semantic: 0.420423, loss_idmrf: 2.106470, loss_adv_gen: -151.663681, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:56:32,073 - INFO - [Train] step: 120999, loss_adv_disc: -4.302825, lr_disc: 0.000010
+2023-03-24 22:56:32,275 - INFO - [Train] step: 120999, loss_mpn: 0.041095, loss_rec: 0.087093, loss_semantic: 0.943729, loss_idmrf: 3.627363, loss_adv_gen: -199.889160, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:57:25,058 - INFO - [Eval] step: 120999, bce: 0.088362, psnr: 24.104622, ssim: 0.823351, lpips: 0.145616
+2023-03-24 22:57:58,560 - INFO - [Train] step: 121099, loss_adv_disc: -4.150494, lr_disc: 0.000010
+2023-03-24 22:57:58,768 - INFO - [Train] step: 121099, loss_mpn: 0.040011, loss_rec: 0.111358, loss_semantic: 1.071808, loss_idmrf: 4.447247, loss_adv_gen: -231.583435, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:58:29,959 - INFO - [Train] step: 121199, loss_adv_disc: 3.067364, lr_disc: 0.000010
+2023-03-24 22:58:30,163 - INFO - [Train] step: 121199, loss_mpn: 0.029030, loss_rec: 0.043649, loss_semantic: 0.648838, loss_idmrf: 2.587968, loss_adv_gen: -180.539307, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:59:00,923 - INFO - [Train] step: 121299, loss_adv_disc: -0.433685, lr_disc: 0.000010
+2023-03-24 22:59:01,126 - INFO - [Train] step: 121299, loss_mpn: 0.018869, loss_rec: 0.039840, loss_semantic: 0.518244, loss_idmrf: 2.860125, loss_adv_gen: -195.629074, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 22:59:32,006 - INFO - [Train] step: 121399, loss_adv_disc: 1.920516, lr_disc: 0.000010
+2023-03-24 22:59:32,207 - INFO - [Train] step: 121399, loss_mpn: 0.005060, loss_rec: 0.019702, loss_semantic: 0.306338, loss_idmrf: 0.433131, loss_adv_gen: -154.019073, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:00:03,837 - INFO - [Train] step: 121499, loss_adv_disc: 0.978801, lr_disc: 0.000010
+2023-03-24 23:00:04,041 - INFO - [Train] step: 121499, loss_mpn: 0.050410, loss_rec: 0.038696, loss_semantic: 0.674673, loss_idmrf: 4.294102, loss_adv_gen: -153.105270, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:00:35,998 - INFO - [Train] step: 121599, loss_adv_disc: 4.083138, lr_disc: 0.000010
+2023-03-24 23:00:36,203 - INFO - [Train] step: 121599, loss_mpn: 0.035329, loss_rec: 0.055493, loss_semantic: 0.667337, loss_idmrf: 1.768180, loss_adv_gen: -273.259766, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:01:07,433 - INFO - [Train] step: 121699, loss_adv_disc: 0.526916, lr_disc: 0.000010
+2023-03-24 23:01:07,641 - INFO - [Train] step: 121699, loss_mpn: 0.019378, loss_rec: 0.048203, loss_semantic: 0.621872, loss_idmrf: 2.663373, loss_adv_gen: -167.416519, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:01:38,761 - INFO - [Train] step: 121799, loss_adv_disc: -8.350761, lr_disc: 0.000010
+2023-03-24 23:01:38,967 - INFO - [Train] step: 121799, loss_mpn: 0.013020, loss_rec: 0.055812, loss_semantic: 0.636524, loss_idmrf: 3.410287, loss_adv_gen: -160.769318, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:02:09,454 - INFO - [Train] step: 121899, loss_adv_disc: -1.013753, lr_disc: 0.000010
+2023-03-24 23:02:09,655 - INFO - [Train] step: 121899, loss_mpn: 0.038385, loss_rec: 0.064295, loss_semantic: 0.747795, loss_idmrf: 4.249194, loss_adv_gen: -180.215866, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:02:40,230 - INFO - [Train] step: 121999, loss_adv_disc: -12.584206, lr_disc: 0.000010
+2023-03-24 23:02:40,431 - INFO - [Train] step: 121999, loss_mpn: 0.036679, loss_rec: 0.111216, loss_semantic: 0.881000, loss_idmrf: 7.378055, loss_adv_gen: -150.735397, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:03:32,651 - INFO - [Eval] step: 121999, bce: 0.083213, psnr: 24.105118, ssim: 0.826693, lpips: 0.146112
+2023-03-24 23:04:06,067 - INFO - [Train] step: 122099, loss_adv_disc: -4.945647, lr_disc: 0.000010
+2023-03-24 23:04:06,273 - INFO - [Train] step: 122099, loss_mpn: 0.036732, loss_rec: 0.095818, loss_semantic: 0.839021, loss_idmrf: 4.412438, loss_adv_gen: -158.230957, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:04:37,075 - INFO - [Train] step: 122199, loss_adv_disc: -1.259378, lr_disc: 0.000010
+2023-03-24 23:04:37,280 - INFO - [Train] step: 122199, loss_mpn: 0.043564, loss_rec: 0.058533, loss_semantic: 0.737036, loss_idmrf: 6.039962, loss_adv_gen: -156.253098, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:05:07,753 - INFO - [Train] step: 122299, loss_adv_disc: -2.759483, lr_disc: 0.000010
+2023-03-24 23:05:07,954 - INFO - [Train] step: 122299, loss_mpn: 0.035912, loss_rec: 0.049760, loss_semantic: 0.599887, loss_idmrf: 3.736611, loss_adv_gen: -137.990570, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:05:39,087 - INFO - [Train] step: 122399, loss_adv_disc: -11.144889, lr_disc: 0.000010
+2023-03-24 23:05:39,293 - INFO - [Train] step: 122399, loss_mpn: 0.030855, loss_rec: 0.124213, loss_semantic: 1.128066, loss_idmrf: 6.375795, loss_adv_gen: -206.002609, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:06:09,929 - INFO - [Train] step: 122499, loss_adv_disc: 1.731093, lr_disc: 0.000010
+2023-03-24 23:06:10,131 - INFO - [Train] step: 122499, loss_mpn: 0.020862, loss_rec: 0.060524, loss_semantic: 0.708840, loss_idmrf: 4.005742, loss_adv_gen: -142.327301, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:06:41,413 - INFO - [Train] step: 122599, loss_adv_disc: 2.810233, lr_disc: 0.000010
+2023-03-24 23:06:41,619 - INFO - [Train] step: 122599, loss_mpn: 0.022223, loss_rec: 0.050654, loss_semantic: 0.686216, loss_idmrf: 3.313478, loss_adv_gen: -193.565308, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:07:13,121 - INFO - [Train] step: 122699, loss_adv_disc: -0.485167, lr_disc: 0.000010
+2023-03-24 23:07:13,331 - INFO - [Train] step: 122699, loss_mpn: 0.033689, loss_rec: 0.089547, loss_semantic: 0.919585, loss_idmrf: 4.287446, loss_adv_gen: -158.103394, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:07:43,458 - INFO - [Train] step: 122799, loss_adv_disc: 0.586693, lr_disc: 0.000010
+2023-03-24 23:07:43,659 - INFO - [Train] step: 122799, loss_mpn: 0.065315, loss_rec: 0.093428, loss_semantic: 0.917917, loss_idmrf: 5.138992, loss_adv_gen: -166.303009, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:08:14,550 - INFO - [Train] step: 122899, loss_adv_disc: -7.863145, lr_disc: 0.000010
+2023-03-24 23:08:14,751 - INFO - [Train] step: 122899, loss_mpn: 0.029014, loss_rec: 0.082420, loss_semantic: 0.869689, loss_idmrf: 3.821441, loss_adv_gen: -183.497284, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:08:45,747 - INFO - [Train] step: 122999, loss_adv_disc: 3.873339, lr_disc: 0.000010
+2023-03-24 23:08:45,955 - INFO - [Train] step: 122999, loss_mpn: 0.021458, loss_rec: 0.049774, loss_semantic: 0.610341, loss_idmrf: 2.799132, loss_adv_gen: -182.601089, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:09:38,307 - INFO - [Eval] step: 122999, bce: 0.089592, psnr: 24.102062, ssim: 0.822624, lpips: 0.145784
+2023-03-24 23:10:11,338 - INFO - [Train] step: 123099, loss_adv_disc: -0.002561, lr_disc: 0.000010
+2023-03-24 23:10:11,545 - INFO - [Train] step: 123099, loss_mpn: 0.034620, loss_rec: 0.065862, loss_semantic: 0.899319, loss_idmrf: 6.309715, loss_adv_gen: -180.807663, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:10:42,266 - INFO - [Train] step: 123199, loss_adv_disc: -1.147450, lr_disc: 0.000010
+2023-03-24 23:10:42,473 - INFO - [Train] step: 123199, loss_mpn: 0.017179, loss_rec: 0.053044, loss_semantic: 0.607768, loss_idmrf: 1.828939, loss_adv_gen: -217.374817, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:11:13,567 - INFO - [Train] step: 123299, loss_adv_disc: -3.089547, lr_disc: 0.000010
+2023-03-24 23:11:13,773 - INFO - [Train] step: 123299, loss_mpn: 0.046267, loss_rec: 0.105954, loss_semantic: 1.117390, loss_idmrf: 5.428696, loss_adv_gen: -214.404480, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:11:44,567 - INFO - [Train] step: 123399, loss_adv_disc: 0.742758, lr_disc: 0.000010
+2023-03-24 23:11:44,772 - INFO - [Train] step: 123399, loss_mpn: 0.050224, loss_rec: 0.086650, loss_semantic: 0.843747, loss_idmrf: 5.264633, loss_adv_gen: -208.665955, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:12:16,031 - INFO - [Train] step: 123499, loss_adv_disc: 0.639443, lr_disc: 0.000010
+2023-03-24 23:12:16,236 - INFO - [Train] step: 123499, loss_mpn: 0.065820, loss_rec: 0.057415, loss_semantic: 0.806345, loss_idmrf: 6.305469, loss_adv_gen: -215.337982, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:12:47,899 - INFO - [Train] step: 123599, loss_adv_disc: 2.876446, lr_disc: 0.000010
+2023-03-24 23:12:48,103 - INFO - [Train] step: 123599, loss_mpn: 0.011717, loss_rec: 0.089686, loss_semantic: 0.784793, loss_idmrf: 3.570387, loss_adv_gen: -161.913574, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:13:19,856 - INFO - [Train] step: 123699, loss_adv_disc: -1.364125, lr_disc: 0.000010
+2023-03-24 23:13:20,060 - INFO - [Train] step: 123699, loss_mpn: 0.024945, loss_rec: 0.051042, loss_semantic: 0.566542, loss_idmrf: 3.172377, loss_adv_gen: -166.352707, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:13:50,618 - INFO - [Train] step: 123799, loss_adv_disc: -7.665802, lr_disc: 0.000010
+2023-03-24 23:13:50,820 - INFO - [Train] step: 123799, loss_mpn: 0.028555, loss_rec: 0.121104, loss_semantic: 1.181230, loss_idmrf: 6.144654, loss_adv_gen: -207.127350, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:14:21,584 - INFO - [Train] step: 123899, loss_adv_disc: -6.378961, lr_disc: 0.000010
+2023-03-24 23:14:21,788 - INFO - [Train] step: 123899, loss_mpn: 0.026390, loss_rec: 0.059576, loss_semantic: 0.739447, loss_idmrf: 3.074309, loss_adv_gen: -159.496643, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:14:52,656 - INFO - [Train] step: 123999, loss_adv_disc: 4.218610, lr_disc: 0.000010
+2023-03-24 23:14:52,859 - INFO - [Train] step: 123999, loss_mpn: 0.054188, loss_rec: 0.094043, loss_semantic: 0.889211, loss_idmrf: 5.663486, loss_adv_gen: -167.776489, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:15:45,496 - INFO - [Eval] step: 123999, bce: 0.084769, psnr: 24.161261, ssim: 0.823086, lpips: 0.144998
+2023-03-24 23:16:18,862 - INFO - [Train] step: 124099, loss_adv_disc: 0.124859, lr_disc: 0.000010
+2023-03-24 23:16:19,068 - INFO - [Train] step: 124099, loss_mpn: 0.029299, loss_rec: 0.053087, loss_semantic: 0.638869, loss_idmrf: 2.532849, loss_adv_gen: -190.101227, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:16:49,563 - INFO - [Train] step: 124199, loss_adv_disc: -5.157962, lr_disc: 0.000010
+2023-03-24 23:16:49,768 - INFO - [Train] step: 124199, loss_mpn: 0.012133, loss_rec: 0.060703, loss_semantic: 0.567420, loss_idmrf: 3.715050, loss_adv_gen: -99.966438, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:17:20,790 - INFO - [Train] step: 124299, loss_adv_disc: 4.581290, lr_disc: 0.000010
+2023-03-24 23:17:20,997 - INFO - [Train] step: 124299, loss_mpn: 0.078618, loss_rec: 0.082583, loss_semantic: 0.855914, loss_idmrf: 3.264692, loss_adv_gen: -239.794571, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:17:51,655 - INFO - [Train] step: 124399, loss_adv_disc: -6.670836, lr_disc: 0.000010
+2023-03-24 23:17:51,858 - INFO - [Train] step: 124399, loss_mpn: 0.038510, loss_rec: 0.070343, loss_semantic: 0.790371, loss_idmrf: 3.202204, loss_adv_gen: -158.518555, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:18:22,397 - INFO - [Train] step: 124499, loss_adv_disc: -4.408339, lr_disc: 0.000010
+2023-03-24 23:18:22,599 - INFO - [Train] step: 124499, loss_mpn: 0.035018, loss_rec: 0.095632, loss_semantic: 0.937749, loss_idmrf: 5.676907, loss_adv_gen: -168.192627, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:18:53,833 - INFO - [Train] step: 124599, loss_adv_disc: 3.107737, lr_disc: 0.000010
+2023-03-24 23:18:54,036 - INFO - [Train] step: 124599, loss_mpn: 0.014349, loss_rec: 0.052340, loss_semantic: 0.710565, loss_idmrf: 3.181980, loss_adv_gen: -205.512222, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:19:25,573 - INFO - [Train] step: 124699, loss_adv_disc: -9.295477, lr_disc: 0.000010
+2023-03-24 23:19:25,781 - INFO - [Train] step: 124699, loss_mpn: 0.030039, loss_rec: 0.103521, loss_semantic: 0.954645, loss_idmrf: 5.302023, loss_adv_gen: -145.982620, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:19:56,714 - INFO - [Train] step: 124799, loss_adv_disc: -2.850269, lr_disc: 0.000010
+2023-03-24 23:19:56,922 - INFO - [Train] step: 124799, loss_mpn: 0.036138, loss_rec: 0.048569, loss_semantic: 0.650517, loss_idmrf: 3.142288, loss_adv_gen: -171.517990, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:20:27,632 - INFO - [Train] step: 124899, loss_adv_disc: 6.123429, lr_disc: 0.000010
+2023-03-24 23:20:27,839 - INFO - [Train] step: 124899, loss_mpn: 0.045614, loss_rec: 0.057663, loss_semantic: 0.708381, loss_idmrf: 2.276651, loss_adv_gen: -227.191742, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:20:58,731 - INFO - [Train] step: 124999, loss_adv_disc: -1.261400, lr_disc: 0.000010
+2023-03-24 23:20:58,935 - INFO - [Train] step: 124999, loss_mpn: 0.037053, loss_rec: 0.034554, loss_semantic: 0.518274, loss_idmrf: 2.542587, loss_adv_gen: -165.906799, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:21:51,439 - INFO - [Eval] step: 124999, bce: 0.081331, psnr: 24.099949, ssim: 0.821669, lpips: 0.147556
+2023-03-24 23:22:24,833 - INFO - [Train] step: 125099, loss_adv_disc: -14.602541, lr_disc: 0.000010
+2023-03-24 23:22:25,035 - INFO - [Train] step: 125099, loss_mpn: 0.043008, loss_rec: 0.162819, loss_semantic: 1.417657, loss_idmrf: 6.290559, loss_adv_gen: -239.026260, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:22:56,412 - INFO - [Train] step: 125199, loss_adv_disc: -1.283490, lr_disc: 0.000010
+2023-03-24 23:22:56,615 - INFO - [Train] step: 125199, loss_mpn: 0.006054, loss_rec: 0.022066, loss_semantic: 0.347902, loss_idmrf: 0.883903, loss_adv_gen: -163.174210, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:23:27,281 - INFO - [Train] step: 125299, loss_adv_disc: -1.425282, lr_disc: 0.000010
+2023-03-24 23:23:27,486 - INFO - [Train] step: 125299, loss_mpn: 0.024510, loss_rec: 0.060843, loss_semantic: 0.699131, loss_idmrf: 3.178571, loss_adv_gen: -200.772552, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:23:58,166 - INFO - [Train] step: 125399, loss_adv_disc: -1.062603, lr_disc: 0.000010
+2023-03-24 23:23:58,369 - INFO - [Train] step: 125399, loss_mpn: 0.021945, loss_rec: 0.051866, loss_semantic: 0.741613, loss_idmrf: 2.500335, loss_adv_gen: -212.177887, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:24:29,369 - INFO - [Train] step: 125499, loss_adv_disc: 3.307100, lr_disc: 0.000010
+2023-03-24 23:24:29,571 - INFO - [Train] step: 125499, loss_mpn: 0.016610, loss_rec: 0.031007, loss_semantic: 0.431042, loss_idmrf: 1.487777, loss_adv_gen: -178.199036, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:25:00,325 - INFO - [Train] step: 125599, loss_adv_disc: 0.640772, lr_disc: 0.000010
+2023-03-24 23:25:00,527 - INFO - [Train] step: 125599, loss_mpn: 0.023518, loss_rec: 0.016176, loss_semantic: 0.313134, loss_idmrf: 1.712599, loss_adv_gen: -116.024788, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:25:31,646 - INFO - [Train] step: 125699, loss_adv_disc: 1.441034, lr_disc: 0.000010
+2023-03-24 23:25:31,845 - INFO - [Train] step: 125699, loss_mpn: 0.013126, loss_rec: 0.027209, loss_semantic: 0.395294, loss_idmrf: 1.319507, loss_adv_gen: -193.851074, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:26:02,805 - INFO - [Train] step: 125799, loss_adv_disc: -1.441214, lr_disc: 0.000010
+2023-03-24 23:26:03,005 - INFO - [Train] step: 125799, loss_mpn: 0.044781, loss_rec: 0.051630, loss_semantic: 0.668445, loss_idmrf: 4.447639, loss_adv_gen: -152.794220, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:26:34,176 - INFO - [Train] step: 125899, loss_adv_disc: -0.072808, lr_disc: 0.000010
+2023-03-24 23:26:34,381 - INFO - [Train] step: 125899, loss_mpn: 0.032979, loss_rec: 0.045426, loss_semantic: 0.591926, loss_idmrf: 3.523207, loss_adv_gen: -178.193253, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:27:04,711 - INFO - [Train] step: 125999, loss_adv_disc: -1.385168, lr_disc: 0.000010
+2023-03-24 23:27:04,918 - INFO - [Train] step: 125999, loss_mpn: 0.043706, loss_rec: 0.064703, loss_semantic: 0.872970, loss_idmrf: 6.281942, loss_adv_gen: -155.018433, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:27:57,383 - INFO - [Eval] step: 125999, bce: 0.083851, psnr: 24.170918, ssim: 0.825142, lpips: 0.145025
+2023-03-24 23:28:30,323 - INFO - [Train] step: 126099, loss_adv_disc: 2.235493, lr_disc: 0.000010
+2023-03-24 23:28:30,526 - INFO - [Train] step: 126099, loss_mpn: 0.028536, loss_rec: 0.051548, loss_semantic: 0.626296, loss_idmrf: 3.616804, loss_adv_gen: -194.341995, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:29:00,665 - INFO - [Train] step: 126199, loss_adv_disc: 3.387437, lr_disc: 0.000010
+2023-03-24 23:29:00,865 - INFO - [Train] step: 126199, loss_mpn: 0.020530, loss_rec: 0.049039, loss_semantic: 0.558427, loss_idmrf: 2.265841, loss_adv_gen: -178.898117, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:29:31,823 - INFO - [Train] step: 126299, loss_adv_disc: -1.486947, lr_disc: 0.000010
+2023-03-24 23:29:32,030 - INFO - [Train] step: 126299, loss_mpn: 0.067114, loss_rec: 0.093485, loss_semantic: 1.003091, loss_idmrf: 7.434478, loss_adv_gen: -156.659088, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:30:02,963 - INFO - [Train] step: 126399, loss_adv_disc: -1.544006, lr_disc: 0.000010
+2023-03-24 23:30:03,165 - INFO - [Train] step: 126399, loss_mpn: 0.034555, loss_rec: 0.062698, loss_semantic: 0.653616, loss_idmrf: 5.078158, loss_adv_gen: -121.459061, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:30:33,744 - INFO - [Train] step: 126499, loss_adv_disc: -2.801052, lr_disc: 0.000010
+2023-03-24 23:30:33,941 - INFO - [Train] step: 126499, loss_mpn: 0.027623, loss_rec: 0.054726, loss_semantic: 0.708382, loss_idmrf: 3.080943, loss_adv_gen: -185.711456, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:31:04,894 - INFO - [Train] step: 126599, loss_adv_disc: 1.391489, lr_disc: 0.000010
+2023-03-24 23:31:05,093 - INFO - [Train] step: 126599, loss_mpn: 0.009262, loss_rec: 0.024233, loss_semantic: 0.377449, loss_idmrf: 1.593489, loss_adv_gen: -146.812775, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:31:36,586 - INFO - [Train] step: 126699, loss_adv_disc: -1.943285, lr_disc: 0.000010
+2023-03-24 23:31:36,785 - INFO - [Train] step: 126699, loss_mpn: 0.031720, loss_rec: 0.076823, loss_semantic: 0.823800, loss_idmrf: 3.684694, loss_adv_gen: -190.597168, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:32:08,368 - INFO - [Train] step: 126799, loss_adv_disc: -0.475655, lr_disc: 0.000010
+2023-03-24 23:32:08,578 - INFO - [Train] step: 126799, loss_mpn: 0.007102, loss_rec: 0.027262, loss_semantic: 0.385298, loss_idmrf: 0.967552, loss_adv_gen: -152.026413, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:32:39,122 - INFO - [Train] step: 126899, loss_adv_disc: -6.440367, lr_disc: 0.000010
+2023-03-24 23:32:39,326 - INFO - [Train] step: 126899, loss_mpn: 0.020718, loss_rec: 0.137506, loss_semantic: 1.020642, loss_idmrf: 6.709067, loss_adv_gen: -171.237808, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:33:10,286 - INFO - [Train] step: 126999, loss_adv_disc: -4.210025, lr_disc: 0.000010
+2023-03-24 23:33:10,489 - INFO - [Train] step: 126999, loss_mpn: 0.022635, loss_rec: 0.086374, loss_semantic: 0.792614, loss_idmrf: 5.258700, loss_adv_gen: -134.994736, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:34:03,097 - INFO - [Eval] step: 126999, bce: 0.085561, psnr: 24.250025, ssim: 0.825725, lpips: 0.145445
+2023-03-24 23:34:36,238 - INFO - [Train] step: 127099, loss_adv_disc: -1.959611, lr_disc: 0.000010
+2023-03-24 23:34:36,450 - INFO - [Train] step: 127099, loss_mpn: 0.024959, loss_rec: 0.090494, loss_semantic: 1.016187, loss_idmrf: 4.122967, loss_adv_gen: -156.766998, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:35:07,646 - INFO - [Train] step: 127199, loss_adv_disc: -0.096808, lr_disc: 0.000010
+2023-03-24 23:35:07,847 - INFO - [Train] step: 127199, loss_mpn: 0.018585, loss_rec: 0.031538, loss_semantic: 0.547466, loss_idmrf: 3.107213, loss_adv_gen: -178.456360, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:35:38,832 - INFO - [Train] step: 127299, loss_adv_disc: -1.002361, lr_disc: 0.000010
+2023-03-24 23:35:39,035 - INFO - [Train] step: 127299, loss_mpn: 0.054562, loss_rec: 0.075240, loss_semantic: 0.768197, loss_idmrf: 3.620654, loss_adv_gen: -174.936157, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:36:09,664 - INFO - [Train] step: 127399, loss_adv_disc: -0.212718, lr_disc: 0.000010
+2023-03-24 23:36:09,872 - INFO - [Train] step: 127399, loss_mpn: 0.012742, loss_rec: 0.039152, loss_semantic: 0.520648, loss_idmrf: 2.411466, loss_adv_gen: -104.220459, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:36:40,576 - INFO - [Train] step: 127499, loss_adv_disc: 1.638962, lr_disc: 0.000010
+2023-03-24 23:36:40,784 - INFO - [Train] step: 127499, loss_mpn: 0.038141, loss_rec: 0.054131, loss_semantic: 0.665054, loss_idmrf: 4.172972, loss_adv_gen: -149.546570, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:37:11,650 - INFO - [Train] step: 127599, loss_adv_disc: -8.979175, lr_disc: 0.000010
+2023-03-24 23:37:11,858 - INFO - [Train] step: 127599, loss_mpn: 0.037568, loss_rec: 0.159907, loss_semantic: 1.477587, loss_idmrf: 7.628572, loss_adv_gen: -209.541412, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:37:43,055 - INFO - [Train] step: 127699, loss_adv_disc: -3.623417, lr_disc: 0.000010
+2023-03-24 23:37:43,263 - INFO - [Train] step: 127699, loss_mpn: 0.012048, loss_rec: 0.071810, loss_semantic: 0.644640, loss_idmrf: 6.917692, loss_adv_gen: -78.480728, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:38:15,113 - INFO - [Train] step: 127799, loss_adv_disc: -11.617490, lr_disc: 0.000010
+2023-03-24 23:38:15,328 - INFO - [Train] step: 127799, loss_mpn: 0.044681, loss_rec: 0.089978, loss_semantic: 0.938473, loss_idmrf: 5.275346, loss_adv_gen: -175.358276, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:38:46,125 - INFO - [Train] step: 127899, loss_adv_disc: 5.168602, lr_disc: 0.000010
+2023-03-24 23:38:46,329 - INFO - [Train] step: 127899, loss_mpn: 0.018146, loss_rec: 0.083523, loss_semantic: 0.608406, loss_idmrf: 3.363359, loss_adv_gen: -181.377960, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:39:17,491 - INFO - [Train] step: 127999, loss_adv_disc: -1.138651, lr_disc: 0.000010
+2023-03-24 23:39:17,698 - INFO - [Train] step: 127999, loss_mpn: 0.016348, loss_rec: 0.042275, loss_semantic: 0.559122, loss_idmrf: 2.092967, loss_adv_gen: -167.289276, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:40:09,910 - INFO - [Eval] step: 127999, bce: 0.084923, psnr: 24.369267, ssim: 0.826198, lpips: 0.145320
+2023-03-24 23:40:42,914 - INFO - [Train] step: 128099, loss_adv_disc: 1.853445, lr_disc: 0.000010
+2023-03-24 23:40:43,121 - INFO - [Train] step: 128099, loss_mpn: 0.032979, loss_rec: 0.081512, loss_semantic: 0.891027, loss_idmrf: 2.557423, loss_adv_gen: -239.356750, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:41:13,901 - INFO - [Train] step: 128199, loss_adv_disc: -6.997852, lr_disc: 0.000010
+2023-03-24 23:41:14,103 - INFO - [Train] step: 128199, loss_mpn: 0.028685, loss_rec: 0.058675, loss_semantic: 0.747143, loss_idmrf: 4.524154, loss_adv_gen: -146.025436, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:41:45,033 - INFO - [Train] step: 128299, loss_adv_disc: -1.980699, lr_disc: 0.000010
+2023-03-24 23:41:45,235 - INFO - [Train] step: 128299, loss_mpn: 0.015543, loss_rec: 0.044655, loss_semantic: 0.604279, loss_idmrf: 2.892129, loss_adv_gen: -159.011978, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:42:15,628 - INFO - [Train] step: 128399, loss_adv_disc: -0.801189, lr_disc: 0.000010
+2023-03-24 23:42:15,831 - INFO - [Train] step: 128399, loss_mpn: 0.018967, loss_rec: 0.113227, loss_semantic: 0.926838, loss_idmrf: 3.084623, loss_adv_gen: -218.697968, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:42:46,674 - INFO - [Train] step: 128499, loss_adv_disc: -2.167767, lr_disc: 0.000010
+2023-03-24 23:42:46,878 - INFO - [Train] step: 128499, loss_mpn: 0.028639, loss_rec: 0.043145, loss_semantic: 0.620637, loss_idmrf: 5.009132, loss_adv_gen: -140.506256, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:43:17,675 - INFO - [Train] step: 128599, loss_adv_disc: -0.525645, lr_disc: 0.000010
+2023-03-24 23:43:17,878 - INFO - [Train] step: 128599, loss_mpn: 0.075386, loss_rec: 0.060021, loss_semantic: 0.605120, loss_idmrf: 6.658276, loss_adv_gen: -195.346283, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:43:48,693 - INFO - [Train] step: 128699, loss_adv_disc: 2.954686, lr_disc: 0.000010
+2023-03-24 23:43:48,894 - INFO - [Train] step: 128699, loss_mpn: 0.049743, loss_rec: 0.096618, loss_semantic: 1.086431, loss_idmrf: 6.519109, loss_adv_gen: -163.890244, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:44:20,463 - INFO - [Train] step: 128799, loss_adv_disc: 4.941750, lr_disc: 0.000010
+2023-03-24 23:44:20,669 - INFO - [Train] step: 128799, loss_mpn: 0.027824, loss_rec: 0.058990, loss_semantic: 0.698562, loss_idmrf: 2.190454, loss_adv_gen: -206.550415, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:44:52,076 - INFO - [Train] step: 128899, loss_adv_disc: -1.759727, lr_disc: 0.000010
+2023-03-24 23:44:52,286 - INFO - [Train] step: 128899, loss_mpn: 0.019560, loss_rec: 0.055728, loss_semantic: 0.665189, loss_idmrf: 4.241730, loss_adv_gen: -131.560242, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:45:23,069 - INFO - [Train] step: 128999, loss_adv_disc: -6.001255, lr_disc: 0.000010
+2023-03-24 23:45:23,277 - INFO - [Train] step: 128999, loss_mpn: 0.027960, loss_rec: 0.104282, loss_semantic: 1.050675, loss_idmrf: 3.207344, loss_adv_gen: -265.846649, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:46:15,402 - INFO - [Eval] step: 128999, bce: 0.087330, psnr: 24.091444, ssim: 0.823046, lpips: 0.145462
+2023-03-24 23:46:48,697 - INFO - [Train] step: 129099, loss_adv_disc: -11.231505, lr_disc: 0.000010
+2023-03-24 23:46:48,898 - INFO - [Train] step: 129099, loss_mpn: 0.026546, loss_rec: 0.092552, loss_semantic: 0.824817, loss_idmrf: 4.486520, loss_adv_gen: -189.681458, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:47:19,642 - INFO - [Train] step: 129199, loss_adv_disc: -10.720053, lr_disc: 0.000010
+2023-03-24 23:47:19,846 - INFO - [Train] step: 129199, loss_mpn: 0.051730, loss_rec: 0.107310, loss_semantic: 0.964731, loss_idmrf: 4.834924, loss_adv_gen: -225.182495, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:47:50,620 - INFO - [Train] step: 129299, loss_adv_disc: 0.255268, lr_disc: 0.000010
+2023-03-24 23:47:50,819 - INFO - [Train] step: 129299, loss_mpn: 0.016258, loss_rec: 0.034117, loss_semantic: 0.449504, loss_idmrf: 3.621287, loss_adv_gen: -170.780563, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:48:21,822 - INFO - [Train] step: 129399, loss_adv_disc: 1.428597, lr_disc: 0.000010
+2023-03-24 23:48:22,023 - INFO - [Train] step: 129399, loss_mpn: 0.016181, loss_rec: 0.033354, loss_semantic: 0.454022, loss_idmrf: 3.394121, loss_adv_gen: -153.824478, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:48:52,602 - INFO - [Train] step: 129499, loss_adv_disc: 5.931879, lr_disc: 0.000010
+2023-03-24 23:48:52,814 - INFO - [Train] step: 129499, loss_mpn: 0.055196, loss_rec: 0.067906, loss_semantic: 0.743953, loss_idmrf: 2.720426, loss_adv_gen: -218.179276, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:49:23,559 - INFO - [Train] step: 129599, loss_adv_disc: -3.180476, lr_disc: 0.000010
+2023-03-24 23:49:23,763 - INFO - [Train] step: 129599, loss_mpn: 0.109459, loss_rec: 0.113668, loss_semantic: 1.155564, loss_idmrf: 4.883452, loss_adv_gen: -206.650421, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:49:54,519 - INFO - [Train] step: 129699, loss_adv_disc: -1.730343, lr_disc: 0.000010
+2023-03-24 23:49:54,721 - INFO - [Train] step: 129699, loss_mpn: 0.028268, loss_rec: 0.051019, loss_semantic: 0.746799, loss_idmrf: 6.090103, loss_adv_gen: -119.373093, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:50:25,883 - INFO - [Train] step: 129799, loss_adv_disc: -10.526097, lr_disc: 0.000010
+2023-03-24 23:50:26,088 - INFO - [Train] step: 129799, loss_mpn: 0.018298, loss_rec: 0.110146, loss_semantic: 1.039310, loss_idmrf: 5.769796, loss_adv_gen: -151.888031, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:50:58,105 - INFO - [Train] step: 129899, loss_adv_disc: 3.729696, lr_disc: 0.000010
+2023-03-24 23:50:58,309 - INFO - [Train] step: 129899, loss_mpn: 0.036464, loss_rec: 0.062400, loss_semantic: 0.733576, loss_idmrf: 3.083474, loss_adv_gen: -197.696030, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:51:29,162 - INFO - [Train] step: 129999, loss_adv_disc: -2.014189, lr_disc: 0.000010
+2023-03-24 23:51:29,366 - INFO - [Train] step: 129999, loss_mpn: 0.025543, loss_rec: 0.044581, loss_semantic: 0.512451, loss_idmrf: 2.561353, loss_adv_gen: -162.960632, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:52:22,113 - INFO - [Eval] step: 129999, bce: 0.083870, psnr: 24.196993, ssim: 0.825037, lpips: 0.144974
+2023-03-24 23:52:55,737 - INFO - [Train] step: 130099, loss_adv_disc: -2.317925, lr_disc: 0.000010
+2023-03-24 23:52:55,940 - INFO - [Train] step: 130099, loss_mpn: 0.038508, loss_rec: 0.099368, loss_semantic: 0.902067, loss_idmrf: 2.986215, loss_adv_gen: -220.172897, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:53:26,535 - INFO - [Train] step: 130199, loss_adv_disc: -11.560341, lr_disc: 0.000010
+2023-03-24 23:53:26,740 - INFO - [Train] step: 130199, loss_mpn: 0.037015, loss_rec: 0.118751, loss_semantic: 1.196404, loss_idmrf: 4.738255, loss_adv_gen: -219.178879, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:53:57,848 - INFO - [Train] step: 130299, loss_adv_disc: -3.233358, lr_disc: 0.000010
+2023-03-24 23:53:58,053 - INFO - [Train] step: 130299, loss_mpn: 0.021099, loss_rec: 0.042109, loss_semantic: 0.560889, loss_idmrf: 4.316622, loss_adv_gen: -131.129639, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:54:28,542 - INFO - [Train] step: 130399, loss_adv_disc: -2.547667, lr_disc: 0.000010
+2023-03-24 23:54:28,742 - INFO - [Train] step: 130399, loss_mpn: 0.014363, loss_rec: 0.054044, loss_semantic: 0.565390, loss_idmrf: 3.375854, loss_adv_gen: -153.303268, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:54:59,566 - INFO - [Train] step: 130499, loss_adv_disc: 2.360388, lr_disc: 0.000010
+2023-03-24 23:54:59,776 - INFO - [Train] step: 130499, loss_mpn: 0.007877, loss_rec: 0.021599, loss_semantic: 0.319220, loss_idmrf: 1.082961, loss_adv_gen: -197.616989, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:55:30,235 - INFO - [Train] step: 130599, loss_adv_disc: -6.770273, lr_disc: 0.000010
+2023-03-24 23:55:30,444 - INFO - [Train] step: 130599, loss_mpn: 0.021174, loss_rec: 0.061930, loss_semantic: 0.711884, loss_idmrf: 6.857433, loss_adv_gen: -129.709808, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:56:01,149 - INFO - [Train] step: 130699, loss_adv_disc: -5.059333, lr_disc: 0.000010
+2023-03-24 23:56:01,351 - INFO - [Train] step: 130699, loss_mpn: 0.061587, loss_rec: 0.114222, loss_semantic: 1.235165, loss_idmrf: 6.231235, loss_adv_gen: -231.784302, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:56:32,415 - INFO - [Train] step: 130799, loss_adv_disc: -6.269282, lr_disc: 0.000010
+2023-03-24 23:56:32,623 - INFO - [Train] step: 130799, loss_mpn: 0.015698, loss_rec: 0.054118, loss_semantic: 0.645073, loss_idmrf: 5.146271, loss_adv_gen: -147.075851, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:57:04,283 - INFO - [Train] step: 130899, loss_adv_disc: 0.086372, lr_disc: 0.000010
+2023-03-24 23:57:04,490 - INFO - [Train] step: 130899, loss_mpn: 0.044600, loss_rec: 0.093766, loss_semantic: 1.061735, loss_idmrf: 5.772049, loss_adv_gen: -220.974533, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:57:35,602 - INFO - [Train] step: 130999, loss_adv_disc: 5.030332, lr_disc: 0.000010
+2023-03-24 23:57:35,804 - INFO - [Train] step: 130999, loss_mpn: 0.016253, loss_rec: 0.066703, loss_semantic: 0.607658, loss_idmrf: 4.198626, loss_adv_gen: -152.991425, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:58:28,639 - INFO - [Eval] step: 130999, bce: 0.085164, psnr: 24.059681, ssim: 0.822385, lpips: 0.144435
+2023-03-24 23:59:02,146 - INFO - [Train] step: 131099, loss_adv_disc: 3.791793, lr_disc: 0.000010
+2023-03-24 23:59:02,349 - INFO - [Train] step: 131099, loss_mpn: 0.022785, loss_rec: 0.057828, loss_semantic: 0.801769, loss_idmrf: 3.819156, loss_adv_gen: -184.042343, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-24 23:59:32,672 - INFO - [Train] step: 131199, loss_adv_disc: 3.609999, lr_disc: 0.000010
+2023-03-24 23:59:32,879 - INFO - [Train] step: 131199, loss_mpn: 0.020348, loss_rec: 0.072280, loss_semantic: 0.701609, loss_idmrf: 4.688039, loss_adv_gen: -143.611267, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:00:04,010 - INFO - [Train] step: 131299, loss_adv_disc: -1.923630, lr_disc: 0.000010
+2023-03-25 00:00:04,212 - INFO - [Train] step: 131299, loss_mpn: 0.038256, loss_rec: 0.079430, loss_semantic: 0.898593, loss_idmrf: 4.057333, loss_adv_gen: -163.838959, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:00:35,035 - INFO - [Train] step: 131399, loss_adv_disc: -1.768774, lr_disc: 0.000010
+2023-03-25 00:00:35,251 - INFO - [Train] step: 131399, loss_mpn: 0.020751, loss_rec: 0.048965, loss_semantic: 0.561628, loss_idmrf: 3.527207, loss_adv_gen: -154.770554, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:01:06,033 - INFO - [Train] step: 131499, loss_adv_disc: 1.738645, lr_disc: 0.000010
+2023-03-25 00:01:06,237 - INFO - [Train] step: 131499, loss_mpn: 0.028006, loss_rec: 0.047457, loss_semantic: 0.628434, loss_idmrf: 3.321056, loss_adv_gen: -143.514282, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:01:36,990 - INFO - [Train] step: 131599, loss_adv_disc: 2.389060, lr_disc: 0.000010
+2023-03-25 00:01:37,187 - INFO - [Train] step: 131599, loss_mpn: 0.020570, loss_rec: 0.029100, loss_semantic: 0.413293, loss_idmrf: 1.774067, loss_adv_gen: -146.078705, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:02:08,020 - INFO - [Train] step: 131699, loss_adv_disc: -9.387538, lr_disc: 0.000010
+2023-03-25 00:02:08,222 - INFO - [Train] step: 131699, loss_mpn: 0.049056, loss_rec: 0.122515, loss_semantic: 1.059225, loss_idmrf: 4.817414, loss_adv_gen: -180.826935, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:02:38,935 - INFO - [Train] step: 131799, loss_adv_disc: 0.767932, lr_disc: 0.000010
+2023-03-25 00:02:39,143 - INFO - [Train] step: 131799, loss_mpn: 0.054312, loss_rec: 0.105313, loss_semantic: 1.184778, loss_idmrf: 5.910126, loss_adv_gen: -206.372345, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:03:10,659 - INFO - [Train] step: 131899, loss_adv_disc: -0.207972, lr_disc: 0.000010
+2023-03-25 00:03:10,865 - INFO - [Train] step: 131899, loss_mpn: 0.013483, loss_rec: 0.027104, loss_semantic: 0.391644, loss_idmrf: 1.847701, loss_adv_gen: -141.616867, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:03:42,411 - INFO - [Train] step: 131999, loss_adv_disc: 0.754238, lr_disc: 0.000010
+2023-03-25 00:03:42,614 - INFO - [Train] step: 131999, loss_mpn: 0.066405, loss_rec: 0.103126, loss_semantic: 0.936985, loss_idmrf: 5.664498, loss_adv_gen: -225.882324, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:04:34,825 - INFO - [Eval] step: 131999, bce: 0.085383, psnr: 24.104168, ssim: 0.825836, lpips: 0.145416
+2023-03-25 00:05:07,779 - INFO - [Train] step: 132099, loss_adv_disc: 0.490561, lr_disc: 0.000010
+2023-03-25 00:05:07,986 - INFO - [Train] step: 132099, loss_mpn: 0.031768, loss_rec: 0.060105, loss_semantic: 0.714076, loss_idmrf: 4.802638, loss_adv_gen: -152.364929, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:05:38,786 - INFO - [Train] step: 132199, loss_adv_disc: 0.318906, lr_disc: 0.000010
+2023-03-25 00:05:38,992 - INFO - [Train] step: 132199, loss_mpn: 0.060233, loss_rec: 0.045082, loss_semantic: 0.673121, loss_idmrf: 5.265843, loss_adv_gen: -140.161118, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:06:09,867 - INFO - [Train] step: 132299, loss_adv_disc: -3.741865, lr_disc: 0.000010
+2023-03-25 00:06:10,076 - INFO - [Train] step: 132299, loss_mpn: 0.026617, loss_rec: 0.075435, loss_semantic: 0.908481, loss_idmrf: 4.526782, loss_adv_gen: -211.484711, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:06:41,129 - INFO - [Train] step: 132399, loss_adv_disc: -2.103083, lr_disc: 0.000010
+2023-03-25 00:06:41,332 - INFO - [Train] step: 132399, loss_mpn: 0.035998, loss_rec: 0.093863, loss_semantic: 0.924288, loss_idmrf: 4.792385, loss_adv_gen: -158.061554, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:07:12,276 - INFO - [Train] step: 132499, loss_adv_disc: 4.294063, lr_disc: 0.000010
+2023-03-25 00:07:12,479 - INFO - [Train] step: 132499, loss_mpn: 0.017005, loss_rec: 0.036458, loss_semantic: 0.441258, loss_idmrf: 1.604904, loss_adv_gen: -192.272644, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:07:43,216 - INFO - [Train] step: 132599, loss_adv_disc: 3.004332, lr_disc: 0.000010
+2023-03-25 00:07:43,419 - INFO - [Train] step: 132599, loss_mpn: 0.012841, loss_rec: 0.027424, loss_semantic: 0.349278, loss_idmrf: 0.415101, loss_adv_gen: -220.144318, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:08:14,376 - INFO - [Train] step: 132699, loss_adv_disc: -4.465076, lr_disc: 0.000010
+2023-03-25 00:08:14,578 - INFO - [Train] step: 132699, loss_mpn: 0.019887, loss_rec: 0.073375, loss_semantic: 0.684758, loss_idmrf: 3.683155, loss_adv_gen: -188.411041, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:08:44,993 - INFO - [Train] step: 132799, loss_adv_disc: -12.348335, lr_disc: 0.000010
+2023-03-25 00:08:45,194 - INFO - [Train] step: 132799, loss_mpn: 0.032068, loss_rec: 0.076862, loss_semantic: 0.990851, loss_idmrf: 5.368993, loss_adv_gen: -165.470688, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:09:16,434 - INFO - [Train] step: 132899, loss_adv_disc: 2.652161, lr_disc: 0.000010
+2023-03-25 00:09:16,644 - INFO - [Train] step: 132899, loss_mpn: 0.031495, loss_rec: 0.033736, loss_semantic: 0.382348, loss_idmrf: 1.745788, loss_adv_gen: -141.599411, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:09:48,612 - INFO - [Train] step: 132999, loss_adv_disc: -4.069886, lr_disc: 0.000010
+2023-03-25 00:09:48,814 - INFO - [Train] step: 132999, loss_mpn: 0.026802, loss_rec: 0.043415, loss_semantic: 0.600011, loss_idmrf: 3.801745, loss_adv_gen: -126.226524, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:10:41,011 - INFO - [Eval] step: 132999, bce: 0.081253, psnr: 24.247639, ssim: 0.823831, lpips: 0.144497
+2023-03-25 00:11:13,887 - INFO - [Train] step: 133099, loss_adv_disc: 1.225216, lr_disc: 0.000010
+2023-03-25 00:11:14,086 - INFO - [Train] step: 133099, loss_mpn: 0.016516, loss_rec: 0.023414, loss_semantic: 0.362199, loss_idmrf: 2.693175, loss_adv_gen: -125.244339, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:11:44,459 - INFO - [Train] step: 133199, loss_adv_disc: 4.313430, lr_disc: 0.000010
+2023-03-25 00:11:44,664 - INFO - [Train] step: 133199, loss_mpn: 0.046326, loss_rec: 0.064025, loss_semantic: 0.528715, loss_idmrf: 2.391204, loss_adv_gen: -185.078552, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:12:15,617 - INFO - [Train] step: 133299, loss_adv_disc: 0.893927, lr_disc: 0.000010
+2023-03-25 00:12:15,823 - INFO - [Train] step: 133299, loss_mpn: 0.008797, loss_rec: 0.014450, loss_semantic: 0.306216, loss_idmrf: 1.197310, loss_adv_gen: -140.968109, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:12:46,180 - INFO - [Train] step: 133399, loss_adv_disc: -7.642521, lr_disc: 0.000010
+2023-03-25 00:12:46,383 - INFO - [Train] step: 133399, loss_mpn: 0.035685, loss_rec: 0.109575, loss_semantic: 1.160553, loss_idmrf: 3.664455, loss_adv_gen: -208.802689, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:13:17,489 - INFO - [Train] step: 133499, loss_adv_disc: 1.292792, lr_disc: 0.000010
+2023-03-25 00:13:17,697 - INFO - [Train] step: 133499, loss_mpn: 0.018438, loss_rec: 0.032952, loss_semantic: 0.555059, loss_idmrf: 2.517746, loss_adv_gen: -174.009567, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:13:48,393 - INFO - [Train] step: 133599, loss_adv_disc: -1.244054, lr_disc: 0.000010
+2023-03-25 00:13:48,592 - INFO - [Train] step: 133599, loss_mpn: 0.038338, loss_rec: 0.057274, loss_semantic: 0.758784, loss_idmrf: 3.410086, loss_adv_gen: -158.459351, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:14:19,149 - INFO - [Train] step: 133699, loss_adv_disc: -2.508386, lr_disc: 0.000010
+2023-03-25 00:14:19,353 - INFO - [Train] step: 133699, loss_mpn: 0.037025, loss_rec: 0.069404, loss_semantic: 0.845838, loss_idmrf: 4.655032, loss_adv_gen: -186.711380, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:14:49,747 - INFO - [Train] step: 133799, loss_adv_disc: 0.177048, lr_disc: 0.000010
+2023-03-25 00:14:49,947 - INFO - [Train] step: 133799, loss_mpn: 0.018432, loss_rec: 0.051865, loss_semantic: 0.567657, loss_idmrf: 1.991518, loss_adv_gen: -211.084869, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:15:20,655 - INFO - [Train] step: 133899, loss_adv_disc: -3.780674, lr_disc: 0.000010
+2023-03-25 00:15:20,858 - INFO - [Train] step: 133899, loss_mpn: 0.030301, loss_rec: 0.139427, loss_semantic: 1.359015, loss_idmrf: 4.935125, loss_adv_gen: -252.132416, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:15:52,219 - INFO - [Train] step: 133999, loss_adv_disc: -7.514952, lr_disc: 0.000010
+2023-03-25 00:15:52,424 - INFO - [Train] step: 133999, loss_mpn: 0.032128, loss_rec: 0.122692, loss_semantic: 1.039340, loss_idmrf: 4.036461, loss_adv_gen: -192.115570, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:16:44,934 - INFO - [Eval] step: 133999, bce: 0.084687, psnr: 24.150826, ssim: 0.823318, lpips: 0.145199
+2023-03-25 00:17:18,485 - INFO - [Train] step: 134099, loss_adv_disc: -4.616250, lr_disc: 0.000010
+2023-03-25 00:17:18,692 - INFO - [Train] step: 134099, loss_mpn: 0.052193, loss_rec: 0.063902, loss_semantic: 0.674134, loss_idmrf: 4.445719, loss_adv_gen: -144.379303, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:17:49,509 - INFO - [Train] step: 134199, loss_adv_disc: -4.463427, lr_disc: 0.000010
+2023-03-25 00:17:49,712 - INFO - [Train] step: 134199, loss_mpn: 0.044568, loss_rec: 0.119240, loss_semantic: 1.090694, loss_idmrf: 6.193251, loss_adv_gen: -149.089859, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:18:20,431 - INFO - [Train] step: 134299, loss_adv_disc: -2.914528, lr_disc: 0.000010
+2023-03-25 00:18:20,630 - INFO - [Train] step: 134299, loss_mpn: 0.048192, loss_rec: 0.092261, loss_semantic: 0.971493, loss_idmrf: 6.232231, loss_adv_gen: -186.543213, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:18:51,392 - INFO - [Train] step: 134399, loss_adv_disc: 4.129578, lr_disc: 0.000010
+2023-03-25 00:18:51,593 - INFO - [Train] step: 134399, loss_mpn: 0.035324, loss_rec: 0.058691, loss_semantic: 0.667560, loss_idmrf: 3.401704, loss_adv_gen: -183.691086, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:19:21,862 - INFO - [Train] step: 134499, loss_adv_disc: -1.078243, lr_disc: 0.000010
+2023-03-25 00:19:22,063 - INFO - [Train] step: 134499, loss_mpn: 0.027175, loss_rec: 0.041369, loss_semantic: 0.667251, loss_idmrf: 3.714009, loss_adv_gen: -139.161484, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:19:52,422 - INFO - [Train] step: 134599, loss_adv_disc: 1.490967, lr_disc: 0.000010
+2023-03-25 00:19:52,625 - INFO - [Train] step: 134599, loss_mpn: 0.052640, loss_rec: 0.044984, loss_semantic: 0.653158, loss_idmrf: 5.198804, loss_adv_gen: -150.810516, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:20:23,224 - INFO - [Train] step: 134699, loss_adv_disc: -2.147706, lr_disc: 0.000010
+2023-03-25 00:20:23,430 - INFO - [Train] step: 134699, loss_mpn: 0.033823, loss_rec: 0.071313, loss_semantic: 0.752400, loss_idmrf: 2.986333, loss_adv_gen: -207.940201, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:20:54,222 - INFO - [Train] step: 134799, loss_adv_disc: 4.440005, lr_disc: 0.000010
+2023-03-25 00:20:54,430 - INFO - [Train] step: 134799, loss_mpn: 0.006503, loss_rec: 0.035309, loss_semantic: 0.444738, loss_idmrf: 0.813385, loss_adv_gen: -190.427521, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:21:24,841 - INFO - [Train] step: 134899, loss_adv_disc: -3.422366, lr_disc: 0.000010
+2023-03-25 00:21:25,040 - INFO - [Train] step: 134899, loss_mpn: 0.009776, loss_rec: 0.080158, loss_semantic: 0.744898, loss_idmrf: 3.339516, loss_adv_gen: -173.341858, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:21:56,340 - INFO - [Train] step: 134999, loss_adv_disc: -11.061523, lr_disc: 0.000010
+2023-03-25 00:21:56,544 - INFO - [Train] step: 134999, loss_mpn: 0.044131, loss_rec: 0.148500, loss_semantic: 1.227407, loss_idmrf: 5.893233, loss_adv_gen: -173.952820, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:22:49,758 - INFO - [Eval] step: 134999, bce: 0.085887, psnr: 24.197042, ssim: 0.825084, lpips: 0.145303
+2023-03-25 00:23:23,246 - INFO - [Train] step: 135099, loss_adv_disc: 1.963340, lr_disc: 0.000010
+2023-03-25 00:23:23,454 - INFO - [Train] step: 135099, loss_mpn: 0.021489, loss_rec: 0.050042, loss_semantic: 0.703467, loss_idmrf: 2.868267, loss_adv_gen: -175.635681, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:23:53,830 - INFO - [Train] step: 135199, loss_adv_disc: -6.413260, lr_disc: 0.000010
+2023-03-25 00:23:54,032 - INFO - [Train] step: 135199, loss_mpn: 0.089869, loss_rec: 0.155209, loss_semantic: 1.187478, loss_idmrf: 5.131679, loss_adv_gen: -219.334427, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:24:24,850 - INFO - [Train] step: 135299, loss_adv_disc: 0.175486, lr_disc: 0.000010
+2023-03-25 00:24:25,049 - INFO - [Train] step: 135299, loss_mpn: 0.015506, loss_rec: 0.061132, loss_semantic: 0.631375, loss_idmrf: 2.499912, loss_adv_gen: -228.765045, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:24:56,471 - INFO - [Train] step: 135399, loss_adv_disc: -0.040342, lr_disc: 0.000010
+2023-03-25 00:24:56,678 - INFO - [Train] step: 135399, loss_mpn: 0.032498, loss_rec: 0.068621, loss_semantic: 0.842916, loss_idmrf: 4.910224, loss_adv_gen: -185.361145, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:25:27,528 - INFO - [Train] step: 135499, loss_adv_disc: -0.378622, lr_disc: 0.000010
+2023-03-25 00:25:27,734 - INFO - [Train] step: 135499, loss_mpn: 0.022419, loss_rec: 0.114362, loss_semantic: 1.043572, loss_idmrf: 4.300056, loss_adv_gen: -239.389557, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:25:58,330 - INFO - [Train] step: 135599, loss_adv_disc: -9.743572, lr_disc: 0.000010
+2023-03-25 00:25:58,538 - INFO - [Train] step: 135599, loss_mpn: 0.021533, loss_rec: 0.076129, loss_semantic: 0.808183, loss_idmrf: 5.294119, loss_adv_gen: -145.918335, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:26:29,800 - INFO - [Train] step: 135699, loss_adv_disc: -2.487168, lr_disc: 0.000010
+2023-03-25 00:26:29,999 - INFO - [Train] step: 135699, loss_mpn: 0.054635, loss_rec: 0.111310, loss_semantic: 1.145823, loss_idmrf: 6.247859, loss_adv_gen: -183.258850, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:27:00,503 - INFO - [Train] step: 135799, loss_adv_disc: -3.077913, lr_disc: 0.000010
+2023-03-25 00:27:00,702 - INFO - [Train] step: 135799, loss_mpn: 0.049364, loss_rec: 0.052601, loss_semantic: 0.711179, loss_idmrf: 5.795162, loss_adv_gen: -121.520363, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:27:31,110 - INFO - [Train] step: 135899, loss_adv_disc: -1.564129, lr_disc: 0.000010
+2023-03-25 00:27:31,316 - INFO - [Train] step: 135899, loss_mpn: 0.013115, loss_rec: 0.057106, loss_semantic: 0.640277, loss_idmrf: 4.139230, loss_adv_gen: -129.418671, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:28:02,509 - INFO - [Train] step: 135999, loss_adv_disc: 2.486735, lr_disc: 0.000010
+2023-03-25 00:28:02,711 - INFO - [Train] step: 135999, loss_mpn: 0.019310, loss_rec: 0.054398, loss_semantic: 0.647568, loss_idmrf: 2.079144, loss_adv_gen: -203.755173, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:28:56,393 - INFO - [Eval] step: 135999, bce: 0.085104, psnr: 24.270731, ssim: 0.825988, lpips: 0.144051
+2023-03-25 00:29:29,166 - INFO - [Train] step: 136099, loss_adv_disc: 0.301757, lr_disc: 0.000010
+2023-03-25 00:29:29,368 - INFO - [Train] step: 136099, loss_mpn: 0.034704, loss_rec: 0.043921, loss_semantic: 0.547488, loss_idmrf: 3.667713, loss_adv_gen: -169.708740, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:29:59,849 - INFO - [Train] step: 136199, loss_adv_disc: -1.187046, lr_disc: 0.000010
+2023-03-25 00:30:00,059 - INFO - [Train] step: 136199, loss_mpn: 0.061880, loss_rec: 0.072498, loss_semantic: 0.856766, loss_idmrf: 3.344789, loss_adv_gen: -185.242813, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:30:30,850 - INFO - [Train] step: 136299, loss_adv_disc: -1.451108, lr_disc: 0.000010
+2023-03-25 00:30:31,062 - INFO - [Train] step: 136299, loss_mpn: 0.061718, loss_rec: 0.067263, loss_semantic: 0.656771, loss_idmrf: 3.828306, loss_adv_gen: -164.903198, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:31:01,979 - INFO - [Train] step: 136399, loss_adv_disc: -2.406482, lr_disc: 0.000010
+2023-03-25 00:31:02,185 - INFO - [Train] step: 136399, loss_mpn: 0.074786, loss_rec: 0.091150, loss_semantic: 0.986003, loss_idmrf: 6.206275, loss_adv_gen: -160.336746, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:31:32,506 - INFO - [Train] step: 136499, loss_adv_disc: -9.690214, lr_disc: 0.000010
+2023-03-25 00:31:32,713 - INFO - [Train] step: 136499, loss_mpn: 0.118812, loss_rec: 0.179585, loss_semantic: 1.223689, loss_idmrf: 4.278495, loss_adv_gen: -226.430298, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:32:03,599 - INFO - [Train] step: 136599, loss_adv_disc: -10.331109, lr_disc: 0.000010
+2023-03-25 00:32:03,801 - INFO - [Train] step: 136599, loss_mpn: 0.034346, loss_rec: 0.102621, loss_semantic: 0.972253, loss_idmrf: 5.001339, loss_adv_gen: -177.130234, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:32:34,213 - INFO - [Train] step: 136699, loss_adv_disc: -0.897061, lr_disc: 0.000010
+2023-03-25 00:32:34,423 - INFO - [Train] step: 136699, loss_mpn: 0.048049, loss_rec: 0.051085, loss_semantic: 0.838119, loss_idmrf: 5.209816, loss_adv_gen: -194.648651, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:33:05,807 - INFO - [Train] step: 136799, loss_adv_disc: 4.931949, lr_disc: 0.000010
+2023-03-25 00:33:06,010 - INFO - [Train] step: 136799, loss_mpn: 0.067172, loss_rec: 0.073845, loss_semantic: 0.716379, loss_idmrf: 4.914095, loss_adv_gen: -174.228531, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:33:37,068 - INFO - [Train] step: 136899, loss_adv_disc: -7.418644, lr_disc: 0.000010
+2023-03-25 00:33:37,275 - INFO - [Train] step: 136899, loss_mpn: 0.032856, loss_rec: 0.139123, loss_semantic: 1.088017, loss_idmrf: 4.530290, loss_adv_gen: -195.942322, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:34:08,580 - INFO - [Train] step: 136999, loss_adv_disc: 1.525324, lr_disc: 0.000010
+2023-03-25 00:34:08,781 - INFO - [Train] step: 136999, loss_mpn: 0.023462, loss_rec: 0.055147, loss_semantic: 0.635604, loss_idmrf: 4.456484, loss_adv_gen: -165.151642, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:35:01,280 - INFO - [Eval] step: 136999, bce: 0.085583, psnr: 24.290218, ssim: 0.827739, lpips: 0.143935
+2023-03-25 00:35:34,582 - INFO - [Train] step: 137099, loss_adv_disc: -9.646788, lr_disc: 0.000010
+2023-03-25 00:35:34,791 - INFO - [Train] step: 137099, loss_mpn: 0.052258, loss_rec: 0.099644, loss_semantic: 1.112894, loss_idmrf: 3.876318, loss_adv_gen: -212.724518, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:36:05,818 - INFO - [Train] step: 137199, loss_adv_disc: 4.238616, lr_disc: 0.000010
+2023-03-25 00:36:06,019 - INFO - [Train] step: 137199, loss_mpn: 0.052802, loss_rec: 0.065994, loss_semantic: 0.776971, loss_idmrf: 3.934811, loss_adv_gen: -202.542542, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:36:36,551 - INFO - [Train] step: 137299, loss_adv_disc: -4.873868, lr_disc: 0.000010
+2023-03-25 00:36:36,754 - INFO - [Train] step: 137299, loss_mpn: 0.031320, loss_rec: 0.091790, loss_semantic: 0.944741, loss_idmrf: 4.603077, loss_adv_gen: -214.679825, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:37:07,301 - INFO - [Train] step: 137399, loss_adv_disc: 2.037914, lr_disc: 0.000010
+2023-03-25 00:37:07,501 - INFO - [Train] step: 137399, loss_mpn: 0.020046, loss_rec: 0.033616, loss_semantic: 0.477339, loss_idmrf: 2.399146, loss_adv_gen: -174.347000, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:37:37,677 - INFO - [Train] step: 137499, loss_adv_disc: 0.972427, lr_disc: 0.000010
+2023-03-25 00:37:37,878 - INFO - [Train] step: 137499, loss_mpn: 0.053423, loss_rec: 0.066987, loss_semantic: 0.843141, loss_idmrf: 3.989732, loss_adv_gen: -139.008530, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:38:08,496 - INFO - [Train] step: 137599, loss_adv_disc: -3.488399, lr_disc: 0.000010
+2023-03-25 00:38:08,703 - INFO - [Train] step: 137599, loss_mpn: 0.026220, loss_rec: 0.045956, loss_semantic: 0.543167, loss_idmrf: 3.285100, loss_adv_gen: -172.895493, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:38:39,030 - INFO - [Train] step: 137699, loss_adv_disc: 3.523370, lr_disc: 0.000010
+2023-03-25 00:38:39,238 - INFO - [Train] step: 137699, loss_mpn: 0.004294, loss_rec: 0.018284, loss_semantic: 0.293797, loss_idmrf: 0.813052, loss_adv_gen: -190.865891, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:39:10,208 - INFO - [Train] step: 137799, loss_adv_disc: -1.651871, lr_disc: 0.000010
+2023-03-25 00:39:10,418 - INFO - [Train] step: 137799, loss_mpn: 0.015157, loss_rec: 0.041425, loss_semantic: 0.546774, loss_idmrf: 4.501474, loss_adv_gen: -141.548904, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:39:41,803 - INFO - [Train] step: 137899, loss_adv_disc: 3.920811, lr_disc: 0.000010
+2023-03-25 00:39:42,012 - INFO - [Train] step: 137899, loss_mpn: 0.023891, loss_rec: 0.030026, loss_semantic: 0.461705, loss_idmrf: 1.903378, loss_adv_gen: -182.505722, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:40:12,908 - INFO - [Train] step: 137999, loss_adv_disc: -3.457676, lr_disc: 0.000010
+2023-03-25 00:40:13,112 - INFO - [Train] step: 137999, loss_mpn: 0.021466, loss_rec: 0.080931, loss_semantic: 0.767489, loss_idmrf: 2.792182, loss_adv_gen: -226.205383, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:41:07,202 - INFO - [Eval] step: 137999, bce: 0.084000, psnr: 24.090488, ssim: 0.823007, lpips: 0.147891
+2023-03-25 00:41:40,710 - INFO - [Train] step: 138099, loss_adv_disc: 0.681352, lr_disc: 0.000010
+2023-03-25 00:41:40,911 - INFO - [Train] step: 138099, loss_mpn: 0.059869, loss_rec: 0.111086, loss_semantic: 1.207735, loss_idmrf: 6.059720, loss_adv_gen: -181.869598, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:42:12,196 - INFO - [Train] step: 138199, loss_adv_disc: -0.267290, lr_disc: 0.000010
+2023-03-25 00:42:12,402 - INFO - [Train] step: 138199, loss_mpn: 0.054532, loss_rec: 0.081004, loss_semantic: 0.759783, loss_idmrf: 5.276877, loss_adv_gen: -140.822662, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:42:43,117 - INFO - [Train] step: 138299, loss_adv_disc: 2.290568, lr_disc: 0.000010
+2023-03-25 00:42:43,320 - INFO - [Train] step: 138299, loss_mpn: 0.017998, loss_rec: 0.038616, loss_semantic: 0.563139, loss_idmrf: 0.952729, loss_adv_gen: -240.722504, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:43:13,674 - INFO - [Train] step: 138399, loss_adv_disc: -3.085824, lr_disc: 0.000010
+2023-03-25 00:43:13,881 - INFO - [Train] step: 138399, loss_mpn: 0.031481, loss_rec: 0.082776, loss_semantic: 0.833468, loss_idmrf: 2.976043, loss_adv_gen: -202.732834, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:43:45,082 - INFO - [Train] step: 138499, loss_adv_disc: 5.331286, lr_disc: 0.000010
+2023-03-25 00:43:45,281 - INFO - [Train] step: 138499, loss_mpn: 0.336474, loss_rec: 0.207175, loss_semantic: 1.140990, loss_idmrf: 5.955060, loss_adv_gen: -221.749222, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:44:15,414 - INFO - [Train] step: 138599, loss_adv_disc: 2.652396, lr_disc: 0.000010
+2023-03-25 00:44:15,620 - INFO - [Train] step: 138599, loss_mpn: 0.023509, loss_rec: 0.032979, loss_semantic: 0.479887, loss_idmrf: 1.659228, loss_adv_gen: -161.559082, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:44:46,028 - INFO - [Train] step: 138699, loss_adv_disc: -2.659261, lr_disc: 0.000010
+2023-03-25 00:44:46,227 - INFO - [Train] step: 138699, loss_mpn: 0.019878, loss_rec: 0.038691, loss_semantic: 0.474002, loss_idmrf: 2.807678, loss_adv_gen: -155.590942, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:45:16,677 - INFO - [Train] step: 138799, loss_adv_disc: 11.404615, lr_disc: 0.000010
+2023-03-25 00:45:16,882 - INFO - [Train] step: 138799, loss_mpn: 0.062663, loss_rec: 0.177954, loss_semantic: 1.487141, loss_idmrf: 7.487504, loss_adv_gen: -212.006134, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:45:47,758 - INFO - [Train] step: 138899, loss_adv_disc: -2.557620, lr_disc: 0.000010
+2023-03-25 00:45:47,958 - INFO - [Train] step: 138899, loss_mpn: 0.030013, loss_rec: 0.044015, loss_semantic: 0.553207, loss_idmrf: 2.621678, loss_adv_gen: -124.240021, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:46:18,402 - INFO - [Train] step: 138999, loss_adv_disc: -1.678346, lr_disc: 0.000010
+2023-03-25 00:46:18,602 - INFO - [Train] step: 138999, loss_mpn: 0.021496, loss_rec: 0.037615, loss_semantic: 0.443072, loss_idmrf: 3.155041, loss_adv_gen: -123.658966, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:47:10,497 - INFO - [Eval] step: 138999, bce: 0.082080, psnr: 24.391386, ssim: 0.827265, lpips: 0.145797
+2023-03-25 00:47:44,828 - INFO - [Train] step: 139099, loss_adv_disc: -3.110767, lr_disc: 0.000010
+2023-03-25 00:47:45,034 - INFO - [Train] step: 139099, loss_mpn: 0.027108, loss_rec: 0.090635, loss_semantic: 1.026708, loss_idmrf: 6.502842, loss_adv_gen: -174.383087, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:48:16,195 - INFO - [Train] step: 139199, loss_adv_disc: -0.427991, lr_disc: 0.000010
+2023-03-25 00:48:16,394 - INFO - [Train] step: 139199, loss_mpn: 0.015717, loss_rec: 0.040974, loss_semantic: 0.519828, loss_idmrf: 2.083963, loss_adv_gen: -150.816574, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:48:47,017 - INFO - [Train] step: 139299, loss_adv_disc: 2.881890, lr_disc: 0.000010
+2023-03-25 00:48:47,220 - INFO - [Train] step: 139299, loss_mpn: 0.043486, loss_rec: 0.086768, loss_semantic: 0.860176, loss_idmrf: 3.837833, loss_adv_gen: -198.313568, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:49:17,782 - INFO - [Train] step: 139399, loss_adv_disc: -4.827208, lr_disc: 0.000010
+2023-03-25 00:49:17,990 - INFO - [Train] step: 139399, loss_mpn: 0.017063, loss_rec: 0.048685, loss_semantic: 0.625047, loss_idmrf: 2.373604, loss_adv_gen: -207.226242, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:49:49,109 - INFO - [Train] step: 139499, loss_adv_disc: -2.338203, lr_disc: 0.000010
+2023-03-25 00:49:49,312 - INFO - [Train] step: 139499, loss_mpn: 0.031020, loss_rec: 0.078174, loss_semantic: 0.838662, loss_idmrf: 4.594454, loss_adv_gen: -202.713074, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:50:20,025 - INFO - [Train] step: 139599, loss_adv_disc: -10.451310, lr_disc: 0.000010
+2023-03-25 00:50:20,230 - INFO - [Train] step: 139599, loss_mpn: 0.031872, loss_rec: 0.127622, loss_semantic: 1.030962, loss_idmrf: 6.831143, loss_adv_gen: -113.707588, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:50:51,352 - INFO - [Train] step: 139699, loss_adv_disc: -4.970827, lr_disc: 0.000010
+2023-03-25 00:50:51,555 - INFO - [Train] step: 139699, loss_mpn: 0.039933, loss_rec: 0.102978, loss_semantic: 0.844509, loss_idmrf: 3.804119, loss_adv_gen: -214.760925, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:51:22,364 - INFO - [Train] step: 139799, loss_adv_disc: 2.878545, lr_disc: 0.000010
+2023-03-25 00:51:22,572 - INFO - [Train] step: 139799, loss_mpn: 0.031172, loss_rec: 0.028502, loss_semantic: 0.443590, loss_idmrf: 3.293318, loss_adv_gen: -144.977356, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:51:52,349 - INFO - [Train] step: 139899, loss_adv_disc: -0.504969, lr_disc: 0.000010
+2023-03-25 00:51:52,552 - INFO - [Train] step: 139899, loss_mpn: 0.016894, loss_rec: 0.032306, loss_semantic: 0.439902, loss_idmrf: 2.748064, loss_adv_gen: -141.906479, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:52:22,527 - INFO - [Train] step: 139999, loss_adv_disc: 0.569472, lr_disc: 0.000010
+2023-03-25 00:52:22,732 - INFO - [Train] step: 139999, loss_mpn: 0.038600, loss_rec: 0.054501, loss_semantic: 0.782855, loss_idmrf: 2.684279, loss_adv_gen: -202.657745, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:53:15,520 - INFO - [Eval] step: 139999, bce: 0.083048, psnr: 24.300451, ssim: 0.827719, lpips: 0.144842
+2023-03-25 00:53:50,280 - INFO - [Train] step: 140099, loss_adv_disc: -2.604046, lr_disc: 0.000010
+2023-03-25 00:53:50,489 - INFO - [Train] step: 140099, loss_mpn: 0.048355, loss_rec: 0.074636, loss_semantic: 0.784789, loss_idmrf: 3.986619, loss_adv_gen: -176.175079, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:54:21,660 - INFO - [Train] step: 140199, loss_adv_disc: 0.842616, lr_disc: 0.000010
+2023-03-25 00:54:21,862 - INFO - [Train] step: 140199, loss_mpn: 0.015715, loss_rec: 0.087427, loss_semantic: 0.803113, loss_idmrf: 5.028230, loss_adv_gen: -152.866745, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:54:52,422 - INFO - [Train] step: 140299, loss_adv_disc: -7.330682, lr_disc: 0.000010
+2023-03-25 00:54:52,625 - INFO - [Train] step: 140299, loss_mpn: 0.045237, loss_rec: 0.122477, loss_semantic: 1.126070, loss_idmrf: 5.287869, loss_adv_gen: -151.893845, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:55:23,607 - INFO - [Train] step: 140399, loss_adv_disc: 3.125743, lr_disc: 0.000010
+2023-03-25 00:55:23,808 - INFO - [Train] step: 140399, loss_mpn: 0.010417, loss_rec: 0.030099, loss_semantic: 0.465853, loss_idmrf: 1.714950, loss_adv_gen: -181.147690, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:55:54,417 - INFO - [Train] step: 140499, loss_adv_disc: 0.972000, lr_disc: 0.000010
+2023-03-25 00:55:54,624 - INFO - [Train] step: 140499, loss_mpn: 0.022680, loss_rec: 0.042919, loss_semantic: 0.470964, loss_idmrf: 2.303164, loss_adv_gen: -175.818390, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:56:24,765 - INFO - [Train] step: 140599, loss_adv_disc: 1.009755, lr_disc: 0.000010
+2023-03-25 00:56:24,969 - INFO - [Train] step: 140599, loss_mpn: 0.017205, loss_rec: 0.026072, loss_semantic: 0.374434, loss_idmrf: 1.313328, loss_adv_gen: -203.502350, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:56:56,148 - INFO - [Train] step: 140699, loss_adv_disc: -2.150028, lr_disc: 0.000010
+2023-03-25 00:56:56,353 - INFO - [Train] step: 140699, loss_mpn: 0.020211, loss_rec: 0.055059, loss_semantic: 0.584324, loss_idmrf: 3.032997, loss_adv_gen: -142.006897, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:57:27,088 - INFO - [Train] step: 140799, loss_adv_disc: 4.070141, lr_disc: 0.000010
+2023-03-25 00:57:27,293 - INFO - [Train] step: 140799, loss_mpn: 0.010249, loss_rec: 0.032052, loss_semantic: 0.434135, loss_idmrf: 1.146936, loss_adv_gen: -216.748642, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:57:57,978 - INFO - [Train] step: 140899, loss_adv_disc: 2.984938, lr_disc: 0.000010
+2023-03-25 00:57:58,183 - INFO - [Train] step: 140899, loss_mpn: 0.009467, loss_rec: 0.053684, loss_semantic: 0.519112, loss_idmrf: 4.041408, loss_adv_gen: -91.764267, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:58:29,382 - INFO - [Train] step: 140999, loss_adv_disc: -0.028472, lr_disc: 0.000010
+2023-03-25 00:58:29,580 - INFO - [Train] step: 140999, loss_mpn: 0.025314, loss_rec: 0.131864, loss_semantic: 1.168964, loss_idmrf: 4.497617, loss_adv_gen: -229.787292, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 00:59:22,060 - INFO - [Eval] step: 140999, bce: 0.081922, psnr: 24.229328, ssim: 0.826691, lpips: 0.144713
+2023-03-25 00:59:55,841 - INFO - [Train] step: 141099, loss_adv_disc: 2.610641, lr_disc: 0.000010
+2023-03-25 00:59:56,043 - INFO - [Train] step: 141099, loss_mpn: 0.054382, loss_rec: 0.054694, loss_semantic: 0.754571, loss_idmrf: 2.676750, loss_adv_gen: -172.799896, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:00:27,360 - INFO - [Train] step: 141199, loss_adv_disc: -1.468657, lr_disc: 0.000010
+2023-03-25 01:00:27,566 - INFO - [Train] step: 141199, loss_mpn: 0.011958, loss_rec: 0.029123, loss_semantic: 0.417983, loss_idmrf: 4.005625, loss_adv_gen: -127.980316, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:00:58,453 - INFO - [Train] step: 141299, loss_adv_disc: 0.155227, lr_disc: 0.000010
+2023-03-25 01:00:58,654 - INFO - [Train] step: 141299, loss_mpn: 0.015273, loss_rec: 0.027984, loss_semantic: 0.456257, loss_idmrf: 2.359715, loss_adv_gen: -155.785736, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:01:29,437 - INFO - [Train] step: 141399, loss_adv_disc: 2.417999, lr_disc: 0.000010
+2023-03-25 01:01:29,642 - INFO - [Train] step: 141399, loss_mpn: 0.062550, loss_rec: 0.057081, loss_semantic: 0.688379, loss_idmrf: 2.802505, loss_adv_gen: -173.960022, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:02:00,478 - INFO - [Train] step: 141499, loss_adv_disc: -6.417331, lr_disc: 0.000010
+2023-03-25 01:02:00,679 - INFO - [Train] step: 141499, loss_mpn: 0.036176, loss_rec: 0.083073, loss_semantic: 0.963336, loss_idmrf: 4.091945, loss_adv_gen: -171.182114, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:02:31,358 - INFO - [Train] step: 141599, loss_adv_disc: -0.398713, lr_disc: 0.000010
+2023-03-25 01:02:31,572 - INFO - [Train] step: 141599, loss_mpn: 0.044299, loss_rec: 0.051298, loss_semantic: 0.596735, loss_idmrf: 3.082922, loss_adv_gen: -156.997574, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:03:02,499 - INFO - [Train] step: 141699, loss_adv_disc: 2.258517, lr_disc: 0.000010
+2023-03-25 01:03:02,703 - INFO - [Train] step: 141699, loss_mpn: 0.032091, loss_rec: 0.038144, loss_semantic: 0.471872, loss_idmrf: 3.790072, loss_adv_gen: -158.743484, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:03:33,463 - INFO - [Train] step: 141799, loss_adv_disc: -0.963696, lr_disc: 0.000010
+2023-03-25 01:03:33,662 - INFO - [Train] step: 141799, loss_mpn: 0.025243, loss_rec: 0.047743, loss_semantic: 0.598509, loss_idmrf: 3.250057, loss_adv_gen: -178.354736, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:04:04,217 - INFO - [Train] step: 141899, loss_adv_disc: -6.245387, lr_disc: 0.000010
+2023-03-25 01:04:04,426 - INFO - [Train] step: 141899, loss_mpn: 0.022889, loss_rec: 0.095848, loss_semantic: 0.947449, loss_idmrf: 4.273969, loss_adv_gen: -202.730362, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:04:35,585 - INFO - [Train] step: 141999, loss_adv_disc: 3.580567, lr_disc: 0.000010
+2023-03-25 01:04:35,785 - INFO - [Train] step: 141999, loss_mpn: 0.025639, loss_rec: 0.052209, loss_semantic: 0.591198, loss_idmrf: 2.288489, loss_adv_gen: -218.462982, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:05:27,775 - INFO - [Eval] step: 141999, bce: 0.087978, psnr: 24.091110, ssim: 0.820642, lpips: 0.146945
+2023-03-25 01:06:01,642 - INFO - [Train] step: 142099, loss_adv_disc: 2.694973, lr_disc: 0.000010
+2023-03-25 01:06:01,850 - INFO - [Train] step: 142099, loss_mpn: 0.012086, loss_rec: 0.029851, loss_semantic: 0.377497, loss_idmrf: 0.891582, loss_adv_gen: -217.693344, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:06:33,374 - INFO - [Train] step: 142199, loss_adv_disc: 2.355381, lr_disc: 0.000010
+2023-03-25 01:06:33,582 - INFO - [Train] step: 142199, loss_mpn: 0.019378, loss_rec: 0.053288, loss_semantic: 0.660404, loss_idmrf: 2.954092, loss_adv_gen: -187.504044, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:07:04,896 - INFO - [Train] step: 142299, loss_adv_disc: 7.079033, lr_disc: 0.000010
+2023-03-25 01:07:05,099 - INFO - [Train] step: 142299, loss_mpn: 0.025839, loss_rec: 0.144059, loss_semantic: 1.333451, loss_idmrf: 6.691091, loss_adv_gen: -205.995850, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:07:35,799 - INFO - [Train] step: 142399, loss_adv_disc: 3.400419, lr_disc: 0.000010
+2023-03-25 01:07:36,000 - INFO - [Train] step: 142399, loss_mpn: 0.058491, loss_rec: 0.121081, loss_semantic: 0.963796, loss_idmrf: 6.212043, loss_adv_gen: -207.738968, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:08:06,819 - INFO - [Train] step: 142499, loss_adv_disc: -2.261307, lr_disc: 0.000010
+2023-03-25 01:08:07,023 - INFO - [Train] step: 142499, loss_mpn: 0.048543, loss_rec: 0.056068, loss_semantic: 0.738073, loss_idmrf: 3.880764, loss_adv_gen: -147.203644, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:08:37,758 - INFO - [Train] step: 142599, loss_adv_disc: 1.673516, lr_disc: 0.000010
+2023-03-25 01:08:37,959 - INFO - [Train] step: 142599, loss_mpn: 0.049460, loss_rec: 0.041201, loss_semantic: 0.559159, loss_idmrf: 3.117965, loss_adv_gen: -168.713684, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:09:08,904 - INFO - [Train] step: 142699, loss_adv_disc: -5.773193, lr_disc: 0.000010
+2023-03-25 01:09:09,106 - INFO - [Train] step: 142699, loss_mpn: 0.021727, loss_rec: 0.090948, loss_semantic: 0.759199, loss_idmrf: 4.065629, loss_adv_gen: -148.794708, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:09:39,538 - INFO - [Train] step: 142799, loss_adv_disc: 1.328566, lr_disc: 0.000010
+2023-03-25 01:09:39,747 - INFO - [Train] step: 142799, loss_mpn: 0.040715, loss_rec: 0.058670, loss_semantic: 0.767682, loss_idmrf: 3.861045, loss_adv_gen: -173.517639, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:10:10,590 - INFO - [Train] step: 142899, loss_adv_disc: -11.178507, lr_disc: 0.000010
+2023-03-25 01:10:10,797 - INFO - [Train] step: 142899, loss_mpn: 0.030704, loss_rec: 0.117036, loss_semantic: 1.285566, loss_idmrf: 2.907616, loss_adv_gen: -261.405884, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:10:41,621 - INFO - [Train] step: 142999, loss_adv_disc: -2.332407, lr_disc: 0.000010
+2023-03-25 01:10:41,825 - INFO - [Train] step: 142999, loss_mpn: 0.019729, loss_rec: 0.030920, loss_semantic: 0.445123, loss_idmrf: 3.537633, loss_adv_gen: -147.931396, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:11:34,224 - INFO - [Eval] step: 142999, bce: 0.083059, psnr: 24.333632, ssim: 0.828060, lpips: 0.144235
+2023-03-25 01:12:07,533 - INFO - [Train] step: 143099, loss_adv_disc: 2.417032, lr_disc: 0.000010
+2023-03-25 01:12:07,741 - INFO - [Train] step: 143099, loss_mpn: 0.032064, loss_rec: 0.063952, loss_semantic: 0.709386, loss_idmrf: 4.131888, loss_adv_gen: -183.404633, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:12:39,125 - INFO - [Train] step: 143199, loss_adv_disc: -2.128896, lr_disc: 0.000010
+2023-03-25 01:12:39,336 - INFO - [Train] step: 143199, loss_mpn: 0.047590, loss_rec: 0.093336, loss_semantic: 1.007232, loss_idmrf: 4.575378, loss_adv_gen: -198.139938, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:13:10,730 - INFO - [Train] step: 143299, loss_adv_disc: -3.122356, lr_disc: 0.000010
+2023-03-25 01:13:10,931 - INFO - [Train] step: 143299, loss_mpn: 0.056255, loss_rec: 0.083712, loss_semantic: 0.885235, loss_idmrf: 5.950036, loss_adv_gen: -184.447128, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:13:41,733 - INFO - [Train] step: 143399, loss_adv_disc: -4.551526, lr_disc: 0.000010
+2023-03-25 01:13:41,936 - INFO - [Train] step: 143399, loss_mpn: 0.038980, loss_rec: 0.071852, loss_semantic: 0.803457, loss_idmrf: 4.294631, loss_adv_gen: -167.069595, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:14:12,637 - INFO - [Train] step: 143499, loss_adv_disc: -2.142935, lr_disc: 0.000010
+2023-03-25 01:14:12,841 - INFO - [Train] step: 143499, loss_mpn: 0.021962, loss_rec: 0.048547, loss_semantic: 0.661984, loss_idmrf: 3.678384, loss_adv_gen: -159.057220, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:14:43,503 - INFO - [Train] step: 143599, loss_adv_disc: -2.735713, lr_disc: 0.000010
+2023-03-25 01:14:43,711 - INFO - [Train] step: 143599, loss_mpn: 0.007915, loss_rec: 0.071533, loss_semantic: 0.789712, loss_idmrf: 4.167864, loss_adv_gen: -124.777893, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:15:14,737 - INFO - [Train] step: 143699, loss_adv_disc: 4.912675, lr_disc: 0.000010
+2023-03-25 01:15:14,941 - INFO - [Train] step: 143699, loss_mpn: 0.028700, loss_rec: 0.040943, loss_semantic: 0.587255, loss_idmrf: 1.880104, loss_adv_gen: -169.097809, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:15:45,639 - INFO - [Train] step: 143799, loss_adv_disc: -1.747245, lr_disc: 0.000010
+2023-03-25 01:15:45,840 - INFO - [Train] step: 143799, loss_mpn: 0.026720, loss_rec: 0.036552, loss_semantic: 0.534483, loss_idmrf: 2.317108, loss_adv_gen: -155.258514, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:16:16,635 - INFO - [Train] step: 143899, loss_adv_disc: -10.150723, lr_disc: 0.000010
+2023-03-25 01:16:16,840 - INFO - [Train] step: 143899, loss_mpn: 0.015990, loss_rec: 0.060564, loss_semantic: 0.847139, loss_idmrf: 3.365338, loss_adv_gen: -152.551895, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:16:47,586 - INFO - [Train] step: 143999, loss_adv_disc: -1.388964, lr_disc: 0.000010
+2023-03-25 01:16:47,790 - INFO - [Train] step: 143999, loss_mpn: 0.026031, loss_rec: 0.060807, loss_semantic: 0.734605, loss_idmrf: 3.725668, loss_adv_gen: -147.865952, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:17:39,861 - INFO - [Eval] step: 143999, bce: 0.086097, psnr: 24.251898, ssim: 0.824343, lpips: 0.144103
+2023-03-25 01:18:13,373 - INFO - [Train] step: 144099, loss_adv_disc: -3.404771, lr_disc: 0.000010
+2023-03-25 01:18:13,580 - INFO - [Train] step: 144099, loss_mpn: 0.012495, loss_rec: 0.051137, loss_semantic: 0.689523, loss_idmrf: 2.685293, loss_adv_gen: -118.641861, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:18:45,623 - INFO - [Train] step: 144199, loss_adv_disc: 1.183744, lr_disc: 0.000010
+2023-03-25 01:18:45,830 - INFO - [Train] step: 144199, loss_mpn: 0.033156, loss_rec: 0.027500, loss_semantic: 0.459206, loss_idmrf: 2.490838, loss_adv_gen: -164.893799, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:19:17,605 - INFO - [Train] step: 144299, loss_adv_disc: 2.898651, lr_disc: 0.000010
+2023-03-25 01:19:17,806 - INFO - [Train] step: 144299, loss_mpn: 0.028300, loss_rec: 0.088130, loss_semantic: 0.932194, loss_idmrf: 3.815167, loss_adv_gen: -172.407471, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:19:48,166 - INFO - [Train] step: 144399, loss_adv_disc: 2.311707, lr_disc: 0.000010
+2023-03-25 01:19:48,368 - INFO - [Train] step: 144399, loss_mpn: 0.010862, loss_rec: 0.026279, loss_semantic: 0.396991, loss_idmrf: 1.191811, loss_adv_gen: -156.362122, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:20:18,859 - INFO - [Train] step: 144499, loss_adv_disc: -4.288408, lr_disc: 0.000010
+2023-03-25 01:20:19,060 - INFO - [Train] step: 144499, loss_mpn: 0.036897, loss_rec: 0.102627, loss_semantic: 0.892049, loss_idmrf: 4.640304, loss_adv_gen: -222.145844, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:20:49,882 - INFO - [Train] step: 144599, loss_adv_disc: -0.451861, lr_disc: 0.000010
+2023-03-25 01:20:50,090 - INFO - [Train] step: 144599, loss_mpn: 0.027542, loss_rec: 0.046301, loss_semantic: 0.543871, loss_idmrf: 3.770254, loss_adv_gen: -144.205307, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:21:20,727 - INFO - [Train] step: 144699, loss_adv_disc: 4.650537, lr_disc: 0.000010
+2023-03-25 01:21:20,930 - INFO - [Train] step: 144699, loss_mpn: 0.032201, loss_rec: 0.101937, loss_semantic: 0.861076, loss_idmrf: 4.810994, loss_adv_gen: -183.204681, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:21:52,102 - INFO - [Train] step: 144799, loss_adv_disc: -1.864979, lr_disc: 0.000010
+2023-03-25 01:21:52,307 - INFO - [Train] step: 144799, loss_mpn: 0.036517, loss_rec: 0.124359, loss_semantic: 1.076993, loss_idmrf: 3.998067, loss_adv_gen: -239.398605, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:22:22,882 - INFO - [Train] step: 144899, loss_adv_disc: 0.457397, lr_disc: 0.000010
+2023-03-25 01:22:23,084 - INFO - [Train] step: 144899, loss_mpn: 0.021630, loss_rec: 0.073613, loss_semantic: 0.850258, loss_idmrf: 4.267816, loss_adv_gen: -172.684296, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:22:53,979 - INFO - [Train] step: 144999, loss_adv_disc: 2.862431, lr_disc: 0.000010
+2023-03-25 01:22:54,183 - INFO - [Train] step: 144999, loss_mpn: 0.037950, loss_rec: 0.027844, loss_semantic: 0.439321, loss_idmrf: 2.531280, loss_adv_gen: -138.428696, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:23:46,639 - INFO - [Eval] step: 144999, bce: 0.085101, psnr: 24.236130, ssim: 0.824099, lpips: 0.144275
+2023-03-25 01:24:19,555 - INFO - [Train] step: 145099, loss_adv_disc: -4.332559, lr_disc: 0.000010
+2023-03-25 01:24:19,762 - INFO - [Train] step: 145099, loss_mpn: 0.009579, loss_rec: 0.086483, loss_semantic: 0.718358, loss_idmrf: 4.441917, loss_adv_gen: -133.576797, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:24:51,115 - INFO - [Train] step: 145199, loss_adv_disc: -2.521299, lr_disc: 0.000010
+2023-03-25 01:24:51,322 - INFO - [Train] step: 145199, loss_mpn: 0.014745, loss_rec: 0.175047, loss_semantic: 1.352345, loss_idmrf: 6.532726, loss_adv_gen: -183.155792, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:25:23,155 - INFO - [Train] step: 145299, loss_adv_disc: -10.917260, lr_disc: 0.000010
+2023-03-25 01:25:23,355 - INFO - [Train] step: 145299, loss_mpn: 0.030276, loss_rec: 0.101359, loss_semantic: 0.923119, loss_idmrf: 5.147610, loss_adv_gen: -176.383575, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:25:54,054 - INFO - [Train] step: 145399, loss_adv_disc: -10.357096, lr_disc: 0.000010
+2023-03-25 01:25:54,256 - INFO - [Train] step: 145399, loss_mpn: 0.030454, loss_rec: 0.118537, loss_semantic: 1.055059, loss_idmrf: 6.530087, loss_adv_gen: -176.251907, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:26:25,196 - INFO - [Train] step: 145499, loss_adv_disc: -6.093171, lr_disc: 0.000010
+2023-03-25 01:26:25,395 - INFO - [Train] step: 145499, loss_mpn: 0.032568, loss_rec: 0.075313, loss_semantic: 0.871469, loss_idmrf: 3.138582, loss_adv_gen: -199.178528, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:26:56,256 - INFO - [Train] step: 145599, loss_adv_disc: -0.954344, lr_disc: 0.000010
+2023-03-25 01:26:56,464 - INFO - [Train] step: 145599, loss_mpn: 0.028648, loss_rec: 0.038571, loss_semantic: 0.522636, loss_idmrf: 3.479517, loss_adv_gen: -160.581787, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:27:26,569 - INFO - [Train] step: 145699, loss_adv_disc: -1.895197, lr_disc: 0.000010
+2023-03-25 01:27:26,770 - INFO - [Train] step: 145699, loss_mpn: 0.028749, loss_rec: 0.100868, loss_semantic: 0.940422, loss_idmrf: 5.368177, loss_adv_gen: -163.251541, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:27:57,933 - INFO - [Train] step: 145799, loss_adv_disc: -6.072095, lr_disc: 0.000010
+2023-03-25 01:27:58,138 - INFO - [Train] step: 145799, loss_mpn: 0.030753, loss_rec: 0.095439, loss_semantic: 0.818710, loss_idmrf: 3.723484, loss_adv_gen: -182.624435, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:28:29,048 - INFO - [Train] step: 145899, loss_adv_disc: -0.017788, lr_disc: 0.000010
+2023-03-25 01:28:29,251 - INFO - [Train] step: 145899, loss_mpn: 0.021716, loss_rec: 0.060238, loss_semantic: 0.664378, loss_idmrf: 3.320048, loss_adv_gen: -171.330292, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:28:59,745 - INFO - [Train] step: 145999, loss_adv_disc: -2.899877, lr_disc: 0.000010
+2023-03-25 01:28:59,954 - INFO - [Train] step: 145999, loss_mpn: 0.057661, loss_rec: 0.087411, loss_semantic: 0.954670, loss_idmrf: 6.991378, loss_adv_gen: -120.139587, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:29:52,061 - INFO - [Eval] step: 145999, bce: 0.082393, psnr: 24.186769, ssim: 0.825695, lpips: 0.143874
+2023-03-25 01:30:25,961 - INFO - [Train] step: 146099, loss_adv_disc: -5.365050, lr_disc: 0.000010
+2023-03-25 01:30:26,170 - INFO - [Train] step: 146099, loss_mpn: 0.036731, loss_rec: 0.053479, loss_semantic: 0.718680, loss_idmrf: 6.093830, loss_adv_gen: -172.550323, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:30:57,072 - INFO - [Train] step: 146199, loss_adv_disc: -1.671053, lr_disc: 0.000010
+2023-03-25 01:30:57,276 - INFO - [Train] step: 146199, loss_mpn: 0.029281, loss_rec: 0.047558, loss_semantic: 0.671621, loss_idmrf: 4.445760, loss_adv_gen: -178.310593, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:31:28,871 - INFO - [Train] step: 146299, loss_adv_disc: -4.223178, lr_disc: 0.000010
+2023-03-25 01:31:29,078 - INFO - [Train] step: 146299, loss_mpn: 0.054273, loss_rec: 0.100814, loss_semantic: 0.989452, loss_idmrf: 4.909110, loss_adv_gen: -219.850464, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:32:00,144 - INFO - [Train] step: 146399, loss_adv_disc: -7.213710, lr_disc: 0.000010
+2023-03-25 01:32:00,355 - INFO - [Train] step: 146399, loss_mpn: 0.025875, loss_rec: 0.105227, loss_semantic: 1.043100, loss_idmrf: 4.856335, loss_adv_gen: -141.108093, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:32:31,250 - INFO - [Train] step: 146499, loss_adv_disc: 4.871681, lr_disc: 0.000010
+2023-03-25 01:32:31,454 - INFO - [Train] step: 146499, loss_mpn: 0.175569, loss_rec: 0.160143, loss_semantic: 0.836029, loss_idmrf: 4.170295, loss_adv_gen: -192.277344, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:33:02,073 - INFO - [Train] step: 146599, loss_adv_disc: -13.657044, lr_disc: 0.000010
+2023-03-25 01:33:02,275 - INFO - [Train] step: 146599, loss_mpn: 0.014418, loss_rec: 0.100909, loss_semantic: 0.817394, loss_idmrf: 3.648999, loss_adv_gen: -169.080276, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:33:32,889 - INFO - [Train] step: 146699, loss_adv_disc: 1.960667, lr_disc: 0.000010
+2023-03-25 01:33:33,098 - INFO - [Train] step: 146699, loss_mpn: 0.016890, loss_rec: 0.046827, loss_semantic: 0.524913, loss_idmrf: 1.944093, loss_adv_gen: -219.122894, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:34:03,546 - INFO - [Train] step: 146799, loss_adv_disc: 5.959970, lr_disc: 0.000010
+2023-03-25 01:34:03,755 - INFO - [Train] step: 146799, loss_mpn: 0.018069, loss_rec: 0.054604, loss_semantic: 0.643493, loss_idmrf: 4.447987, loss_adv_gen: -106.968567, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:34:34,505 - INFO - [Train] step: 146899, loss_adv_disc: -4.184101, lr_disc: 0.000010
+2023-03-25 01:34:34,710 - INFO - [Train] step: 146899, loss_mpn: 0.023147, loss_rec: 0.078304, loss_semantic: 0.716911, loss_idmrf: 3.618343, loss_adv_gen: -231.066757, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:35:05,864 - INFO - [Train] step: 146999, loss_adv_disc: -10.477646, lr_disc: 0.000010
+2023-03-25 01:35:06,065 - INFO - [Train] step: 146999, loss_mpn: 0.026742, loss_rec: 0.126590, loss_semantic: 1.139542, loss_idmrf: 5.792656, loss_adv_gen: -180.728378, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:35:58,615 - INFO - [Eval] step: 146999, bce: 0.080856, psnr: 24.357761, ssim: 0.828015, lpips: 0.143619
+2023-03-25 01:36:32,142 - INFO - [Train] step: 147099, loss_adv_disc: 4.990086, lr_disc: 0.000010
+2023-03-25 01:36:32,349 - INFO - [Train] step: 147099, loss_mpn: 0.022926, loss_rec: 0.059586, loss_semantic: 0.678717, loss_idmrf: 2.567849, loss_adv_gen: -215.634796, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:37:03,459 - INFO - [Train] step: 147199, loss_adv_disc: 2.698497, lr_disc: 0.000010
+2023-03-25 01:37:03,664 - INFO - [Train] step: 147199, loss_mpn: 0.032827, loss_rec: 0.106782, loss_semantic: 1.244600, loss_idmrf: 5.589575, loss_adv_gen: -166.786316, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:37:35,129 - INFO - [Train] step: 147299, loss_adv_disc: -1.991394, lr_disc: 0.000010
+2023-03-25 01:37:35,335 - INFO - [Train] step: 147299, loss_mpn: 0.039128, loss_rec: 0.053237, loss_semantic: 0.643008, loss_idmrf: 3.261313, loss_adv_gen: -217.137741, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:38:07,004 - INFO - [Train] step: 147399, loss_adv_disc: 3.024218, lr_disc: 0.000010
+2023-03-25 01:38:07,214 - INFO - [Train] step: 147399, loss_mpn: 0.006791, loss_rec: 0.023289, loss_semantic: 0.399985, loss_idmrf: 0.930179, loss_adv_gen: -218.960281, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:38:37,527 - INFO - [Train] step: 147499, loss_adv_disc: -2.556919, lr_disc: 0.000010
+2023-03-25 01:38:37,733 - INFO - [Train] step: 147499, loss_mpn: 0.028724, loss_rec: 0.048557, loss_semantic: 0.723717, loss_idmrf: 4.252676, loss_adv_gen: -144.481155, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:39:08,649 - INFO - [Train] step: 147599, loss_adv_disc: 3.162409, lr_disc: 0.000010
+2023-03-25 01:39:08,869 - INFO - [Train] step: 147599, loss_mpn: 0.018276, loss_rec: 0.040286, loss_semantic: 0.592086, loss_idmrf: 2.001372, loss_adv_gen: -185.410217, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:39:39,515 - INFO - [Train] step: 147699, loss_adv_disc: 1.729707, lr_disc: 0.000010
+2023-03-25 01:39:39,723 - INFO - [Train] step: 147699, loss_mpn: 0.026628, loss_rec: 0.034439, loss_semantic: 0.486948, loss_idmrf: 2.049871, loss_adv_gen: -184.997070, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:40:10,289 - INFO - [Train] step: 147799, loss_adv_disc: 3.513471, lr_disc: 0.000010
+2023-03-25 01:40:10,490 - INFO - [Train] step: 147799, loss_mpn: 0.062342, loss_rec: 0.103216, loss_semantic: 1.052766, loss_idmrf: 5.829541, loss_adv_gen: -166.262375, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:40:41,351 - INFO - [Train] step: 147899, loss_adv_disc: 3.285663, lr_disc: 0.000010
+2023-03-25 01:40:41,556 - INFO - [Train] step: 147899, loss_mpn: 0.017531, loss_rec: 0.047991, loss_semantic: 0.481438, loss_idmrf: 1.454576, loss_adv_gen: -186.157257, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:41:12,687 - INFO - [Train] step: 147999, loss_adv_disc: -0.879299, lr_disc: 0.000010
+2023-03-25 01:41:12,892 - INFO - [Train] step: 147999, loss_mpn: 0.022425, loss_rec: 0.072786, loss_semantic: 0.688744, loss_idmrf: 6.273023, loss_adv_gen: -118.101059, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:42:05,815 - INFO - [Eval] step: 147999, bce: 0.085608, psnr: 24.406715, ssim: 0.829801, lpips: 0.145174
+2023-03-25 01:42:38,731 - INFO - [Train] step: 148099, loss_adv_disc: -0.056281, lr_disc: 0.000010
+2023-03-25 01:42:38,945 - INFO - [Train] step: 148099, loss_mpn: 0.023561, loss_rec: 0.038119, loss_semantic: 0.575669, loss_idmrf: 2.285134, loss_adv_gen: -147.224167, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:43:09,744 - INFO - [Train] step: 148199, loss_adv_disc: 2.556313, lr_disc: 0.000010
+2023-03-25 01:43:09,946 - INFO - [Train] step: 148199, loss_mpn: 0.008058, loss_rec: 0.029100, loss_semantic: 0.463083, loss_idmrf: 2.238180, loss_adv_gen: -165.427948, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:43:41,254 - INFO - [Train] step: 148299, loss_adv_disc: 0.020692, lr_disc: 0.000010
+2023-03-25 01:43:41,459 - INFO - [Train] step: 148299, loss_mpn: 0.028074, loss_rec: 0.131806, loss_semantic: 1.174681, loss_idmrf: 6.001069, loss_adv_gen: -142.037964, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:44:12,903 - INFO - [Train] step: 148399, loss_adv_disc: -10.084791, lr_disc: 0.000010
+2023-03-25 01:44:13,109 - INFO - [Train] step: 148399, loss_mpn: 0.027875, loss_rec: 0.123022, loss_semantic: 1.238299, loss_idmrf: 5.425060, loss_adv_gen: -208.380936, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:44:44,063 - INFO - [Train] step: 148499, loss_adv_disc: 0.348317, lr_disc: 0.000010
+2023-03-25 01:44:44,277 - INFO - [Train] step: 148499, loss_mpn: 0.010977, loss_rec: 0.069459, loss_semantic: 0.692190, loss_idmrf: 3.817423, loss_adv_gen: -196.037018, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:45:15,212 - INFO - [Train] step: 148599, loss_adv_disc: 1.721889, lr_disc: 0.000010
+2023-03-25 01:45:15,418 - INFO - [Train] step: 148599, loss_mpn: 0.028013, loss_rec: 0.050554, loss_semantic: 0.680192, loss_idmrf: 5.175733, loss_adv_gen: -136.683228, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:45:46,217 - INFO - [Train] step: 148699, loss_adv_disc: 4.076488, lr_disc: 0.000010
+2023-03-25 01:45:46,421 - INFO - [Train] step: 148699, loss_mpn: 0.018182, loss_rec: 0.029712, loss_semantic: 0.453875, loss_idmrf: 1.537824, loss_adv_gen: -184.385315, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:46:16,986 - INFO - [Train] step: 148799, loss_adv_disc: 2.201545, lr_disc: 0.000010
+2023-03-25 01:46:17,189 - INFO - [Train] step: 148799, loss_mpn: 0.030898, loss_rec: 0.042413, loss_semantic: 0.637803, loss_idmrf: 2.190168, loss_adv_gen: -134.622253, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:46:47,990 - INFO - [Train] step: 148899, loss_adv_disc: 1.376710, lr_disc: 0.000010
+2023-03-25 01:46:48,193 - INFO - [Train] step: 148899, loss_mpn: 0.019513, loss_rec: 0.026279, loss_semantic: 0.451936, loss_idmrf: 3.124098, loss_adv_gen: -144.676453, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:47:18,513 - INFO - [Train] step: 148999, loss_adv_disc: 0.836359, lr_disc: 0.000010
+2023-03-25 01:47:18,716 - INFO - [Train] step: 148999, loss_mpn: 0.020473, loss_rec: 0.026235, loss_semantic: 0.427687, loss_idmrf: 2.443360, loss_adv_gen: -161.732605, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:48:10,928 - INFO - [Eval] step: 148999, bce: 0.085050, psnr: 24.323399, ssim: 0.826426, lpips: 0.143390
+2023-03-25 01:48:43,977 - INFO - [Train] step: 149099, loss_adv_disc: -2.639474, lr_disc: 0.000010
+2023-03-25 01:48:44,181 - INFO - [Train] step: 149099, loss_mpn: 0.019162, loss_rec: 0.094584, loss_semantic: 0.849969, loss_idmrf: 3.492500, loss_adv_gen: -209.286423, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:49:14,800 - INFO - [Train] step: 149199, loss_adv_disc: -2.805846, lr_disc: 0.000010
+2023-03-25 01:49:15,025 - INFO - [Train] step: 149199, loss_mpn: 0.014878, loss_rec: 0.049261, loss_semantic: 0.603448, loss_idmrf: 1.837647, loss_adv_gen: -164.760208, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:49:45,906 - INFO - [Train] step: 149299, loss_adv_disc: 0.812770, lr_disc: 0.000010
+2023-03-25 01:49:46,112 - INFO - [Train] step: 149299, loss_mpn: 0.013289, loss_rec: 0.094883, loss_semantic: 0.791137, loss_idmrf: 4.192231, loss_adv_gen: -157.066925, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:50:17,995 - INFO - [Train] step: 149399, loss_adv_disc: -0.903069, lr_disc: 0.000010
+2023-03-25 01:50:18,195 - INFO - [Train] step: 149399, loss_mpn: 0.030847, loss_rec: 0.083224, loss_semantic: 0.884950, loss_idmrf: 3.678095, loss_adv_gen: -197.168091, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:50:49,193 - INFO - [Train] step: 149499, loss_adv_disc: -2.610173, lr_disc: 0.000010
+2023-03-25 01:50:49,397 - INFO - [Train] step: 149499, loss_mpn: 0.018381, loss_rec: 0.050692, loss_semantic: 0.621483, loss_idmrf: 3.955790, loss_adv_gen: -136.768570, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:51:20,136 - INFO - [Train] step: 149599, loss_adv_disc: -1.745003, lr_disc: 0.000010
+2023-03-25 01:51:20,340 - INFO - [Train] step: 149599, loss_mpn: 0.008474, loss_rec: 0.034835, loss_semantic: 0.461522, loss_idmrf: 1.158189, loss_adv_gen: -184.502762, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:51:50,429 - INFO - [Train] step: 149699, loss_adv_disc: 1.311642, lr_disc: 0.000010
+2023-03-25 01:51:50,631 - INFO - [Train] step: 149699, loss_mpn: 0.036912, loss_rec: 0.046189, loss_semantic: 0.556636, loss_idmrf: 3.689276, loss_adv_gen: -123.918991, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:52:20,994 - INFO - [Train] step: 149799, loss_adv_disc: 0.327493, lr_disc: 0.000010
+2023-03-25 01:52:21,199 - INFO - [Train] step: 149799, loss_mpn: 0.020275, loss_rec: 0.071964, loss_semantic: 0.761000, loss_idmrf: 3.350104, loss_adv_gen: -175.169037, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:52:51,818 - INFO - [Train] step: 149899, loss_adv_disc: -2.562617, lr_disc: 0.000010
+2023-03-25 01:52:52,018 - INFO - [Train] step: 149899, loss_mpn: 0.033479, loss_rec: 0.056975, loss_semantic: 0.715333, loss_idmrf: 3.492303, loss_adv_gen: -154.029312, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:53:22,614 - INFO - [Train] step: 149999, loss_adv_disc: -7.888118, lr_disc: 0.000010
+2023-03-25 01:53:22,817 - INFO - [Train] step: 149999, loss_mpn: 0.023709, loss_rec: 0.083208, loss_semantic: 0.952872, loss_idmrf: 3.987077, loss_adv_gen: -180.431854, lr_mpn: 0.000010, lr_rin: 0.000010
+2023-03-25 01:54:15,727 - INFO - [Eval] step: 149999, bce: 0.085056, psnr: 24.120913, ssim: 0.824028, lpips: 0.143235
+2023-03-25 01:54:18,614 - INFO - End of training
diff --git a/joint_places_maskdir_realnoise/samples/step149999.png b/joint_places_maskdir_realnoise/samples/step149999.png
new file mode 100644
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diff --git a/joint_places_maskdir_realnoise/tensorboard/events.out.tfevents.1679625296.admin.cluster.local.6414.0 b/joint_places_maskdir_realnoise/tensorboard/events.out.tfevents.1679625296.admin.cluster.local.6414.0
new file mode 100644
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diff --git a/separate_ffhq_brush_realnoise/ckpt/step079999/meta.pt b/separate_ffhq_brush_realnoise/ckpt/step079999/meta.pt
new file mode 100644
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diff --git a/separate_ffhq_brush_realnoise/ckpt/step079999/model.pt b/separate_ffhq_brush_realnoise/ckpt/step079999/model.pt
new file mode 100644
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diff --git a/separate_ffhq_brush_realnoise/ckpt/step079999/optimizer.pt b/separate_ffhq_brush_realnoise/ckpt/step079999/optimizer.pt
new file mode 100644
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@@ -0,0 +1,3 @@
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diff --git a/separate_ffhq_brush_realnoise/config-2023-03-19-15-57-38.yaml b/separate_ffhq_brush_realnoise/config-2023-03-19-15-57-38.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..14130c8837dafbf232f1a16f037510cc5ab504e8
--- /dev/null
+++ b/separate_ffhq_brush_realnoise/config-2023-03-19-15-57-38.yaml
@@ -0,0 +1,49 @@
+data:
+  dataroot: /amax/xyf/data/FFHQ/
+  img_size: 256
+  name: FFHQ
+dataloader:
+  micro_batch: 0
+  num_workers: 4
+  pin_memory: true
+  prefetch_factor: 2
+mask:
+  mask_type: brush
+  noise_type: real
+  real_dataset:
+  - dataroot: /amax/xyf/data/CelebA-HQ/
+    img_size: 256
+    name: CelebA-HQ
+  - dataroot: /amax/xyf/data/ImageNet/
+    img_size: 256
+    name: ImageNet
+  smooth_type: iterative_gaussian
+model:
+  mpn:
+    base_n_channels: 64
+    neck_n_channels: 128
+  rin:
+    base_n_channels: 32
+    neck_n_channels: 128
+seed: 1234
+train:
+  batch_size: 8
+  coef_idmrf: 0.001
+  coef_rec: 1.4
+  coef_semantic: 0.0001
+  eval_freq: 1000
+  n_steps: 80000
+  optim_mpn:
+    betas:
+    - 0.5
+    - 0.999
+    lr: 0.0001
+  optim_rin:
+    betas:
+    - 0.5
+    - 0.999
+    lr: 0.0001
+  print_freq: 100
+  resume: null
+  sample_freq: 1000
+  save_freq: 5000
diff --git a/separate_ffhq_brush_realnoise/output-2023-03-19-15-57-38.log b/separate_ffhq_brush_realnoise/output-2023-03-19-15-57-38.log
new file mode 100644
index 0000000000000000000000000000000000000000..cf9424f6ad35dca135f829347d428781e55ada50
--- /dev/null
+++ b/separate_ffhq_brush_realnoise/output-2023-03-19-15-57-38.log
@@ -0,0 +1,890 @@
+2023-03-19 15:57:42,847 - INFO - Experiment directory: ./runs/ffhq_separate_brush_realnoise
+2023-03-19 15:57:42,850 - INFO - Number of processes: 1
+2023-03-19 15:57:42,850 - INFO - Distributed type: NO
+2023-03-19 15:57:42,850 - INFO - Mixed precision: no
+2023-03-19 15:57:43,243 - WARNING - Replace split `valid` with split `test` for dataset FFHQ
+2023-03-19 15:57:48,277 - INFO - Size of training set: 60000
+2023-03-19 15:57:48,277 - INFO - Batch size per process: 8
+2023-03-19 15:57:48,277 - INFO - Total batch size: 8
+2023-03-19 15:57:51,501 - INFO - Start training...
+2023-03-19 15:58:48,072 - INFO - [Train] step: 99, loss_mpn: 0.206669, loss_rec: 0.240883, loss_semantic: 1.585231, loss_idmrf: 131.528687, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 15:59:41,641 - INFO - [Train] step: 199, loss_mpn: 0.210807, loss_rec: 0.266761, loss_semantic: 1.475571, loss_idmrf: 115.630646, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:00:36,070 - INFO - [Train] step: 299, loss_mpn: 0.195825, loss_rec: 0.222908, loss_semantic: 1.444045, loss_idmrf: 104.188629, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:01:37,092 - INFO - [Train] step: 399, loss_mpn: 0.196916, loss_rec: 0.242818, loss_semantic: 1.388293, loss_idmrf: 97.382973, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:02:39,728 - INFO - [Train] step: 499, loss_mpn: 0.253096, loss_rec: 0.227371, loss_semantic: 1.441571, loss_idmrf: 90.709373, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:03:41,623 - INFO - [Train] step: 599, loss_mpn: 0.205539, loss_rec: 0.192003, loss_semantic: 1.364939, loss_idmrf: 85.693451, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:04:41,322 - INFO - [Train] step: 699, loss_mpn: 0.180582, loss_rec: 0.183503, loss_semantic: 1.333412, loss_idmrf: 81.036079, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:05:42,038 - INFO - [Train] step: 799, loss_mpn: 0.237054, loss_rec: 0.215356, loss_semantic: 1.384654, loss_idmrf: 88.130539, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:06:39,852 - INFO - [Train] step: 899, loss_mpn: 0.201153, loss_rec: 0.220255, loss_semantic: 1.441866, loss_idmrf: 78.093918, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:07:39,711 - INFO - [Train] step: 999, loss_mpn: 0.157463, loss_rec: 0.153169, loss_semantic: 1.294660, loss_idmrf: 71.438171, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:09:48,487 - INFO - [Eval] step: 999, bce: 0.566650, psnr: 17.518492, ssim: 0.627341
+2023-03-19 16:10:49,930 - INFO - [Train] step: 1099, loss_mpn: 0.153579, loss_rec: 0.151578, loss_semantic: 1.217237, loss_idmrf: 57.577469, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:11:45,444 - INFO - [Train] step: 1199, loss_mpn: 0.184355, loss_rec: 0.155041, loss_semantic: 1.184114, loss_idmrf: 56.597878, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:12:42,605 - INFO - [Train] step: 1299, loss_mpn: 0.182760, loss_rec: 0.164969, loss_semantic: 1.207102, loss_idmrf: 60.575748, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:13:40,393 - INFO - [Train] step: 1399, loss_mpn: 0.216170, loss_rec: 0.186263, loss_semantic: 1.383354, loss_idmrf: 70.857399, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:14:37,868 - INFO - [Train] step: 1499, loss_mpn: 0.216278, loss_rec: 0.160204, loss_semantic: 1.282001, loss_idmrf: 65.788269, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:15:36,339 - INFO - [Train] step: 1599, loss_mpn: 0.203094, loss_rec: 0.156543, loss_semantic: 1.234648, loss_idmrf: 58.449951, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:16:33,699 - INFO - [Train] step: 1699, loss_mpn: 0.142146, loss_rec: 0.156855, loss_semantic: 1.161343, loss_idmrf: 53.026707, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:17:30,512 - INFO - [Train] step: 1799, loss_mpn: 0.125324, loss_rec: 0.128486, loss_semantic: 1.166881, loss_idmrf: 48.884171, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:18:25,939 - INFO - [Train] step: 1899, loss_mpn: 0.239765, loss_rec: 0.198517, loss_semantic: 1.358961, loss_idmrf: 60.691456, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:19:21,280 - INFO - [Train] step: 1999, loss_mpn: 0.191154, loss_rec: 0.154252, loss_semantic: 1.149486, loss_idmrf: 54.208351, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:21:25,881 - INFO - [Eval] step: 1999, bce: 0.544973, psnr: 19.619579, ssim: 0.686835
+2023-03-19 16:22:26,580 - INFO - [Train] step: 2099, loss_mpn: 0.211237, loss_rec: 0.153336, loss_semantic: 1.244167, loss_idmrf: 52.908493, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:23:22,026 - INFO - [Train] step: 2199, loss_mpn: 0.178768, loss_rec: 0.144546, loss_semantic: 1.049558, loss_idmrf: 48.569000, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:24:17,752 - INFO - [Train] step: 2299, loss_mpn: 0.242433, loss_rec: 0.202924, loss_semantic: 1.290870, loss_idmrf: 62.842094, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:25:13,359 - INFO - [Train] step: 2399, loss_mpn: 0.180589, loss_rec: 0.121242, loss_semantic: 1.141236, loss_idmrf: 47.308502, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:26:08,856 - INFO - [Train] step: 2499, loss_mpn: 0.224021, loss_rec: 0.176999, loss_semantic: 1.228406, loss_idmrf: 55.492981, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:27:04,309 - INFO - [Train] step: 2599, loss_mpn: 0.214087, loss_rec: 0.144085, loss_semantic: 1.196750, loss_idmrf: 60.180187, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:27:59,729 - INFO - [Train] step: 2699, loss_mpn: 0.169345, loss_rec: 0.130557, loss_semantic: 1.218559, loss_idmrf: 41.719975, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:28:55,099 - INFO - [Train] step: 2799, loss_mpn: 0.182670, loss_rec: 0.152330, loss_semantic: 1.175106, loss_idmrf: 56.359707, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:29:50,444 - INFO - [Train] step: 2899, loss_mpn: 0.163450, loss_rec: 0.131111, loss_semantic: 1.118445, loss_idmrf: 44.504120, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:30:45,817 - INFO - [Train] step: 2999, loss_mpn: 0.139083, loss_rec: 0.108981, loss_semantic: 1.066074, loss_idmrf: 40.582710, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:32:55,074 - INFO - [Eval] step: 2999, bce: 0.490822, psnr: 20.203156, ssim: 0.713986
+2023-03-19 16:33:55,770 - INFO - [Train] step: 3099, loss_mpn: 0.188096, loss_rec: 0.132148, loss_semantic: 1.227682, loss_idmrf: 46.101585, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:34:51,113 - INFO - [Train] step: 3199, loss_mpn: 0.211134, loss_rec: 0.144277, loss_semantic: 1.167651, loss_idmrf: 44.182812, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:35:46,717 - INFO - [Train] step: 3299, loss_mpn: 0.103170, loss_rec: 0.104748, loss_semantic: 0.943651, loss_idmrf: 32.794590, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:36:42,445 - INFO - [Train] step: 3399, loss_mpn: 0.165279, loss_rec: 0.134559, loss_semantic: 1.113967, loss_idmrf: 41.892235, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:37:38,280 - INFO - [Train] step: 3499, loss_mpn: 0.148196, loss_rec: 0.138369, loss_semantic: 1.161562, loss_idmrf: 39.907803, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:38:35,725 - INFO - [Train] step: 3599, loss_mpn: 0.183034, loss_rec: 0.138653, loss_semantic: 1.156912, loss_idmrf: 41.324295, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:39:34,626 - INFO - [Train] step: 3699, loss_mpn: 0.148001, loss_rec: 0.145598, loss_semantic: 1.154267, loss_idmrf: 46.599518, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:40:32,210 - INFO - [Train] step: 3799, loss_mpn: 0.182464, loss_rec: 0.128441, loss_semantic: 1.134030, loss_idmrf: 39.927910, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:41:27,787 - INFO - [Train] step: 3899, loss_mpn: 0.185556, loss_rec: 0.149077, loss_semantic: 1.216958, loss_idmrf: 44.610073, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:42:23,254 - INFO - [Train] step: 3999, loss_mpn: 0.145442, loss_rec: 0.112484, loss_semantic: 1.066695, loss_idmrf: 38.209694, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:44:31,122 - INFO - [Eval] step: 3999, bce: 0.442652, psnr: 20.548815, ssim: 0.727574
+2023-03-19 16:45:31,792 - INFO - [Train] step: 4099, loss_mpn: 0.114043, loss_rec: 0.106415, loss_semantic: 1.051574, loss_idmrf: 39.950413, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:46:30,564 - INFO - [Train] step: 4199, loss_mpn: 0.142601, loss_rec: 0.122450, loss_semantic: 1.139940, loss_idmrf: 43.230770, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:47:29,885 - INFO - [Train] step: 4299, loss_mpn: 0.119260, loss_rec: 0.109522, loss_semantic: 0.994308, loss_idmrf: 32.564056, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:48:28,868 - INFO - [Train] step: 4399, loss_mpn: 0.155617, loss_rec: 0.115702, loss_semantic: 1.121418, loss_idmrf: 44.102852, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:49:25,403 - INFO - [Train] step: 4499, loss_mpn: 0.164613, loss_rec: 0.116815, loss_semantic: 1.017168, loss_idmrf: 40.898201, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:50:23,620 - INFO - [Train] step: 4599, loss_mpn: 0.114540, loss_rec: 0.095116, loss_semantic: 1.005581, loss_idmrf: 33.175064, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:51:20,773 - INFO - [Train] step: 4699, loss_mpn: 0.180520, loss_rec: 0.128345, loss_semantic: 1.126547, loss_idmrf: 47.990746, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:52:16,361 - INFO - [Train] step: 4799, loss_mpn: 0.162107, loss_rec: 0.123846, loss_semantic: 1.083566, loss_idmrf: 37.711636, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:53:11,861 - INFO - [Train] step: 4899, loss_mpn: 0.123388, loss_rec: 0.110542, loss_semantic: 1.021987, loss_idmrf: 33.347481, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:54:11,008 - INFO - [Train] step: 4999, loss_mpn: 0.132945, loss_rec: 0.109198, loss_semantic: 1.037984, loss_idmrf: 39.159386, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:56:19,302 - INFO - [Eval] step: 4999, bce: 0.447893, psnr: 21.049746, ssim: 0.743507
+2023-03-19 16:57:20,977 - INFO - [Train] step: 5099, loss_mpn: 0.175937, loss_rec: 0.152140, loss_semantic: 1.230473, loss_idmrf: 45.152222, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:58:19,582 - INFO - [Train] step: 5199, loss_mpn: 0.133687, loss_rec: 0.103403, loss_semantic: 1.024372, loss_idmrf: 31.618067, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:59:17,324 - INFO - [Train] step: 5299, loss_mpn: 0.120238, loss_rec: 0.120516, loss_semantic: 1.100750, loss_idmrf: 37.338551, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:00:16,706 - INFO - [Train] step: 5399, loss_mpn: 0.121951, loss_rec: 0.098092, loss_semantic: 0.999764, loss_idmrf: 38.552082, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:01:15,265 - INFO - [Train] step: 5499, loss_mpn: 0.144260, loss_rec: 0.109786, loss_semantic: 1.069397, loss_idmrf: 43.302055, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:02:11,261 - INFO - [Train] step: 5599, loss_mpn: 0.154119, loss_rec: 0.116966, loss_semantic: 1.042984, loss_idmrf: 34.764458, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:03:06,910 - INFO - [Train] step: 5699, loss_mpn: 0.145444, loss_rec: 0.102071, loss_semantic: 1.036264, loss_idmrf: 28.922962, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:04:02,506 - INFO - [Train] step: 5799, loss_mpn: 0.157296, loss_rec: 0.129927, loss_semantic: 1.098253, loss_idmrf: 37.813148, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:04:59,692 - INFO - [Train] step: 5899, loss_mpn: 0.103729, loss_rec: 0.097513, loss_semantic: 0.989975, loss_idmrf: 35.094139, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:05:56,468 - INFO - [Train] step: 5999, loss_mpn: 0.157990, loss_rec: 0.148590, loss_semantic: 1.107241, loss_idmrf: 36.737793, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:08:04,035 - INFO - [Eval] step: 5999, bce: 0.400412, psnr: 20.960913, ssim: 0.747938
+2023-03-19 17:09:04,843 - INFO - [Train] step: 6099, loss_mpn: 0.131582, loss_rec: 0.110224, loss_semantic: 1.055878, loss_idmrf: 38.258923, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:10:01,726 - INFO - [Train] step: 6199, loss_mpn: 0.150578, loss_rec: 0.105404, loss_semantic: 1.031422, loss_idmrf: 37.183113, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:10:58,799 - INFO - [Train] step: 6299, loss_mpn: 0.143263, loss_rec: 0.124477, loss_semantic: 1.024502, loss_idmrf: 36.507553, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:11:55,686 - INFO - [Train] step: 6399, loss_mpn: 0.106824, loss_rec: 0.104652, loss_semantic: 0.924404, loss_idmrf: 30.464565, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:12:53,893 - INFO - [Train] step: 6499, loss_mpn: 0.112104, loss_rec: 0.108488, loss_semantic: 0.989529, loss_idmrf: 32.841194, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:13:49,573 - INFO - [Train] step: 6599, loss_mpn: 0.139891, loss_rec: 0.117278, loss_semantic: 1.089850, loss_idmrf: 37.329258, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:14:45,219 - INFO - [Train] step: 6699, loss_mpn: 0.117338, loss_rec: 0.109186, loss_semantic: 0.992674, loss_idmrf: 34.528694, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:15:42,916 - INFO - [Train] step: 6799, loss_mpn: 0.144467, loss_rec: 0.132309, loss_semantic: 1.113696, loss_idmrf: 33.548759, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:16:40,236 - INFO - [Train] step: 6899, loss_mpn: 0.122743, loss_rec: 0.112219, loss_semantic: 1.031687, loss_idmrf: 36.691765, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:17:38,430 - INFO - [Train] step: 6999, loss_mpn: 0.153972, loss_rec: 0.114579, loss_semantic: 1.041512, loss_idmrf: 28.326700, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:19:45,874 - INFO - [Eval] step: 6999, bce: 0.393340, psnr: 21.523067, ssim: 0.758431
+2023-03-19 17:20:47,005 - INFO - [Train] step: 7099, loss_mpn: 0.153165, loss_rec: 0.111871, loss_semantic: 0.987757, loss_idmrf: 33.469791, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:21:45,858 - INFO - [Train] step: 7199, loss_mpn: 0.110419, loss_rec: 0.092568, loss_semantic: 0.948626, loss_idmrf: 28.560266, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:22:43,828 - INFO - [Train] step: 7299, loss_mpn: 0.128694, loss_rec: 0.107590, loss_semantic: 1.062560, loss_idmrf: 34.600830, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:23:39,724 - INFO - [Train] step: 7399, loss_mpn: 0.140325, loss_rec: 0.130940, loss_semantic: 1.134004, loss_idmrf: 44.606880, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:24:35,544 - INFO - [Train] step: 7499, loss_mpn: 0.164109, loss_rec: 0.122994, loss_semantic: 1.081873, loss_idmrf: 30.945318, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:25:32,536 - INFO - [Train] step: 7599, loss_mpn: 0.131499, loss_rec: 0.101034, loss_semantic: 1.001607, loss_idmrf: 31.554483, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:26:28,182 - INFO - [Train] step: 7699, loss_mpn: 0.131350, loss_rec: 0.100350, loss_semantic: 1.001272, loss_idmrf: 30.708364, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:27:23,718 - INFO - [Train] step: 7799, loss_mpn: 0.092836, loss_rec: 0.098835, loss_semantic: 0.961926, loss_idmrf: 28.054468, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:28:19,278 - INFO - [Train] step: 7899, loss_mpn: 0.107199, loss_rec: 0.105354, loss_semantic: 1.052280, loss_idmrf: 29.825872, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:29:14,806 - INFO - [Train] step: 7999, loss_mpn: 0.112168, loss_rec: 0.114565, loss_semantic: 0.962382, loss_idmrf: 27.476936, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:31:22,336 - INFO - [Eval] step: 7999, bce: 0.371666, psnr: 21.736589, ssim: 0.765097
+2023-03-19 17:32:23,035 - INFO - [Train] step: 8099, loss_mpn: 0.136841, loss_rec: 0.122262, loss_semantic: 1.005335, loss_idmrf: 34.103451, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:33:18,679 - INFO - [Train] step: 8199, loss_mpn: 0.111477, loss_rec: 0.098620, loss_semantic: 0.976279, loss_idmrf: 27.963600, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:34:14,572 - INFO - [Train] step: 8299, loss_mpn: 0.148115, loss_rec: 0.114414, loss_semantic: 1.041473, loss_idmrf: 34.271324, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:35:10,404 - INFO - [Train] step: 8399, loss_mpn: 0.134590, loss_rec: 0.107662, loss_semantic: 1.022609, loss_idmrf: 36.239090, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:36:06,003 - INFO - [Train] step: 8499, loss_mpn: 0.172737, loss_rec: 0.128271, loss_semantic: 1.121682, loss_idmrf: 37.497707, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:37:01,530 - INFO - [Train] step: 8599, loss_mpn: 0.131880, loss_rec: 0.120299, loss_semantic: 1.072109, loss_idmrf: 42.033264, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:37:57,060 - INFO - [Train] step: 8699, loss_mpn: 0.143254, loss_rec: 0.122563, loss_semantic: 1.101527, loss_idmrf: 37.832848, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:38:52,470 - INFO - [Train] step: 8799, loss_mpn: 0.126043, loss_rec: 0.112081, loss_semantic: 0.996992, loss_idmrf: 31.093742, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:39:47,891 - INFO - [Train] step: 8899, loss_mpn: 0.107797, loss_rec: 0.109548, loss_semantic: 1.097449, loss_idmrf: 37.250443, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:40:43,353 - INFO - [Train] step: 8999, loss_mpn: 0.136624, loss_rec: 0.112593, loss_semantic: 1.051090, loss_idmrf: 32.844578, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:42:50,919 - INFO - [Eval] step: 8999, bce: 0.365803, psnr: 22.000126, ssim: 0.767392
+2023-03-19 17:43:51,650 - INFO - [Train] step: 9099, loss_mpn: 0.162892, loss_rec: 0.116101, loss_semantic: 1.073850, loss_idmrf: 38.131676, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:44:47,135 - INFO - [Train] step: 9199, loss_mpn: 0.109825, loss_rec: 0.079718, loss_semantic: 0.893728, loss_idmrf: 23.995781, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:45:42,891 - INFO - [Train] step: 9299, loss_mpn: 0.092567, loss_rec: 0.092459, loss_semantic: 0.972870, loss_idmrf: 29.749756, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:46:38,595 - INFO - [Train] step: 9399, loss_mpn: 0.139581, loss_rec: 0.113144, loss_semantic: 0.992059, loss_idmrf: 30.856588, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:47:34,193 - INFO - [Train] step: 9499, loss_mpn: 0.145761, loss_rec: 0.109562, loss_semantic: 1.061314, loss_idmrf: 36.088234, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:48:29,758 - INFO - [Train] step: 9599, loss_mpn: 0.105144, loss_rec: 0.096597, loss_semantic: 0.987868, loss_idmrf: 25.298756, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:49:25,344 - INFO - [Train] step: 9699, loss_mpn: 0.120323, loss_rec: 0.117607, loss_semantic: 1.034645, loss_idmrf: 31.568802, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:50:20,830 - INFO - [Train] step: 9799, loss_mpn: 0.143986, loss_rec: 0.134940, loss_semantic: 1.131559, loss_idmrf: 38.240837, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:51:16,316 - INFO - [Train] step: 9899, loss_mpn: 0.106537, loss_rec: 0.093163, loss_semantic: 0.985281, loss_idmrf: 31.475977, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:52:11,694 - INFO - [Train] step: 9999, loss_mpn: 0.160842, loss_rec: 0.147318, loss_semantic: 1.168677, loss_idmrf: 39.176704, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:54:17,572 - INFO - [Eval] step: 9999, bce: 0.312145, psnr: 21.850798, ssim: 0.771012
+2023-03-19 17:55:18,362 - INFO - [Train] step: 10099, loss_mpn: 0.085978, loss_rec: 0.092920, loss_semantic: 0.965847, loss_idmrf: 30.781965, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:56:13,943 - INFO - [Train] step: 10199, loss_mpn: 0.108113, loss_rec: 0.101263, loss_semantic: 1.028350, loss_idmrf: 31.468386, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:57:09,737 - INFO - [Train] step: 10299, loss_mpn: 0.156570, loss_rec: 0.123915, loss_semantic: 1.054769, loss_idmrf: 33.776878, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:58:05,471 - INFO - [Train] step: 10399, loss_mpn: 0.120431, loss_rec: 0.106284, loss_semantic: 1.024250, loss_idmrf: 27.937088, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:59:01,141 - INFO - [Train] step: 10499, loss_mpn: 0.074054, loss_rec: 0.089592, loss_semantic: 0.938128, loss_idmrf: 23.618164, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:59:56,800 - INFO - [Train] step: 10599, loss_mpn: 0.104480, loss_rec: 0.093381, loss_semantic: 0.951643, loss_idmrf: 30.377586, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:00:52,471 - INFO - [Train] step: 10699, loss_mpn: 0.060453, loss_rec: 0.073719, loss_semantic: 0.873248, loss_idmrf: 21.956648, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:01:48,077 - INFO - [Train] step: 10799, loss_mpn: 0.099319, loss_rec: 0.107308, loss_semantic: 0.983147, loss_idmrf: 24.985079, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:02:43,545 - INFO - [Train] step: 10899, loss_mpn: 0.150378, loss_rec: 0.109438, loss_semantic: 1.058091, loss_idmrf: 34.858795, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:03:39,024 - INFO - [Train] step: 10999, loss_mpn: 0.077652, loss_rec: 0.066945, loss_semantic: 0.746315, loss_idmrf: 19.523855, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:05:43,994 - INFO - [Eval] step: 10999, bce: 0.289126, psnr: 22.212023, ssim: 0.775966
+2023-03-19 18:06:44,767 - INFO - [Train] step: 11099, loss_mpn: 0.121566, loss_rec: 0.129286, loss_semantic: 1.165578, loss_idmrf: 35.272606, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:07:40,504 - INFO - [Train] step: 11199, loss_mpn: 0.119230, loss_rec: 0.109716, loss_semantic: 0.954258, loss_idmrf: 28.316715, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:08:36,438 - INFO - [Train] step: 11299, loss_mpn: 0.064817, loss_rec: 0.097254, loss_semantic: 0.997048, loss_idmrf: 30.101427, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:09:32,219 - INFO - [Train] step: 11399, loss_mpn: 0.084501, loss_rec: 0.102893, loss_semantic: 0.910965, loss_idmrf: 29.159752, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:10:27,900 - INFO - [Train] step: 11499, loss_mpn: 0.103989, loss_rec: 0.096251, loss_semantic: 0.904324, loss_idmrf: 25.250334, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:11:23,544 - INFO - [Train] step: 11599, loss_mpn: 0.086399, loss_rec: 0.096235, loss_semantic: 0.935752, loss_idmrf: 26.973654, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:12:19,190 - INFO - [Train] step: 11699, loss_mpn: 0.113462, loss_rec: 0.097752, loss_semantic: 0.977239, loss_idmrf: 28.914612, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:13:14,825 - INFO - [Train] step: 11799, loss_mpn: 0.085506, loss_rec: 0.101369, loss_semantic: 0.945524, loss_idmrf: 28.457588, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:14:10,364 - INFO - [Train] step: 11899, loss_mpn: 0.082484, loss_rec: 0.090972, loss_semantic: 0.992745, loss_idmrf: 24.123211, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:15:06,024 - INFO - [Train] step: 11999, loss_mpn: 0.105131, loss_rec: 0.095090, loss_semantic: 0.956476, loss_idmrf: 28.507801, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:17:12,227 - INFO - [Eval] step: 11999, bce: 0.284278, psnr: 22.395594, ssim: 0.779628
+2023-03-19 18:18:13,260 - INFO - [Train] step: 12099, loss_mpn: 0.111080, loss_rec: 0.102513, loss_semantic: 1.075395, loss_idmrf: 41.416260, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:19:09,202 - INFO - [Train] step: 12199, loss_mpn: 0.145511, loss_rec: 0.132860, loss_semantic: 1.068216, loss_idmrf: 40.508362, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:20:05,240 - INFO - [Train] step: 12299, loss_mpn: 0.128323, loss_rec: 0.093241, loss_semantic: 0.948387, loss_idmrf: 32.257526, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:21:01,095 - INFO - [Train] step: 12399, loss_mpn: 0.106607, loss_rec: 0.107168, loss_semantic: 1.061377, loss_idmrf: 33.216324, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:21:56,971 - INFO - [Train] step: 12499, loss_mpn: 0.090943, loss_rec: 0.093368, loss_semantic: 0.977051, loss_idmrf: 26.571625, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:22:52,621 - INFO - [Train] step: 12599, loss_mpn: 0.122132, loss_rec: 0.097286, loss_semantic: 0.980669, loss_idmrf: 26.827122, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:23:48,224 - INFO - [Train] step: 12699, loss_mpn: 0.098877, loss_rec: 0.086511, loss_semantic: 0.901952, loss_idmrf: 26.828337, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:24:43,871 - INFO - [Train] step: 12799, loss_mpn: 0.097718, loss_rec: 0.103132, loss_semantic: 0.978177, loss_idmrf: 30.725613, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:25:39,408 - INFO - [Train] step: 12899, loss_mpn: 0.099784, loss_rec: 0.079193, loss_semantic: 0.924438, loss_idmrf: 25.647671, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:26:34,942 - INFO - [Train] step: 12999, loss_mpn: 0.126660, loss_rec: 0.100350, loss_semantic: 0.975615, loss_idmrf: 30.332613, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:28:40,424 - INFO - [Eval] step: 12999, bce: 0.278575, psnr: 22.291363, ssim: 0.778534
+2023-03-19 18:29:41,433 - INFO - [Train] step: 13099, loss_mpn: 0.095545, loss_rec: 0.101425, loss_semantic: 0.973783, loss_idmrf: 28.295404, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:30:37,138 - INFO - [Train] step: 13199, loss_mpn: 0.057719, loss_rec: 0.066070, loss_semantic: 0.829018, loss_idmrf: 22.452641, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:31:32,993 - INFO - [Train] step: 13299, loss_mpn: 0.116937, loss_rec: 0.110147, loss_semantic: 1.069950, loss_idmrf: 34.016785, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:32:28,863 - INFO - [Train] step: 13399, loss_mpn: 0.054961, loss_rec: 0.090270, loss_semantic: 0.805107, loss_idmrf: 22.330601, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:33:24,529 - INFO - [Train] step: 13499, loss_mpn: 0.092219, loss_rec: 0.111482, loss_semantic: 1.091690, loss_idmrf: 37.269634, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:34:20,231 - INFO - [Train] step: 13599, loss_mpn: 0.081686, loss_rec: 0.081917, loss_semantic: 0.904435, loss_idmrf: 25.412851, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:35:15,902 - INFO - [Train] step: 13699, loss_mpn: 0.111904, loss_rec: 0.119497, loss_semantic: 1.066473, loss_idmrf: 33.332943, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:36:11,484 - INFO - [Train] step: 13799, loss_mpn: 0.076632, loss_rec: 0.089250, loss_semantic: 0.914862, loss_idmrf: 24.509882, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:37:06,943 - INFO - [Train] step: 13899, loss_mpn: 0.126912, loss_rec: 0.102905, loss_semantic: 0.964036, loss_idmrf: 27.412693, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:38:02,449 - INFO - [Train] step: 13999, loss_mpn: 0.052598, loss_rec: 0.073845, loss_semantic: 0.861063, loss_idmrf: 18.738438, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:40:11,246 - INFO - [Eval] step: 13999, bce: 0.256559, psnr: 22.558786, ssim: 0.783889
+2023-03-19 18:41:12,414 - INFO - [Train] step: 14099, loss_mpn: 0.083552, loss_rec: 0.071406, loss_semantic: 0.813394, loss_idmrf: 19.974661, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:42:08,142 - INFO - [Train] step: 14199, loss_mpn: 0.107439, loss_rec: 0.087233, loss_semantic: 0.843884, loss_idmrf: 21.128641, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:43:04,160 - INFO - [Train] step: 14299, loss_mpn: 0.110993, loss_rec: 0.117024, loss_semantic: 1.125124, loss_idmrf: 30.946369, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:44:00,146 - INFO - [Train] step: 14399, loss_mpn: 0.084957, loss_rec: 0.080112, loss_semantic: 0.847429, loss_idmrf: 20.463398, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:44:56,003 - INFO - [Train] step: 14499, loss_mpn: 0.069759, loss_rec: 0.076549, loss_semantic: 0.858205, loss_idmrf: 20.761444, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:45:51,820 - INFO - [Train] step: 14599, loss_mpn: 0.101980, loss_rec: 0.145533, loss_semantic: 1.134853, loss_idmrf: 40.921127, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:46:47,508 - INFO - [Train] step: 14699, loss_mpn: 0.078702, loss_rec: 0.081757, loss_semantic: 0.873435, loss_idmrf: 23.480627, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:47:43,180 - INFO - [Train] step: 14799, loss_mpn: 0.076068, loss_rec: 0.079166, loss_semantic: 0.898247, loss_idmrf: 19.775759, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:48:38,827 - INFO - [Train] step: 14899, loss_mpn: 0.084787, loss_rec: 0.101018, loss_semantic: 0.958170, loss_idmrf: 27.717524, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:49:34,523 - INFO - [Train] step: 14999, loss_mpn: 0.077154, loss_rec: 0.090075, loss_semantic: 0.887479, loss_idmrf: 28.427496, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:51:41,678 - INFO - [Eval] step: 14999, bce: 0.272477, psnr: 22.427452, ssim: 0.780071
+2023-03-19 18:52:44,186 - INFO - [Train] step: 15099, loss_mpn: 0.079545, loss_rec: 0.084738, loss_semantic: 0.883221, loss_idmrf: 25.274931, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:53:39,867 - INFO - [Train] step: 15199, loss_mpn: 0.100057, loss_rec: 0.103638, loss_semantic: 1.054945, loss_idmrf: 32.068020, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:54:35,781 - INFO - [Train] step: 15299, loss_mpn: 0.096273, loss_rec: 0.105035, loss_semantic: 1.021409, loss_idmrf: 29.411663, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:55:31,553 - INFO - [Train] step: 15399, loss_mpn: 0.192462, loss_rec: 0.110145, loss_semantic: 1.061541, loss_idmrf: 33.714890, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:56:27,168 - INFO - [Train] step: 15499, loss_mpn: 0.127481, loss_rec: 0.092329, loss_semantic: 0.959672, loss_idmrf: 26.915874, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:57:22,762 - INFO - [Train] step: 15599, loss_mpn: 0.044790, loss_rec: 0.075723, loss_semantic: 0.830254, loss_idmrf: 20.603806, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:58:18,373 - INFO - [Train] step: 15699, loss_mpn: 0.072462, loss_rec: 0.082289, loss_semantic: 0.762475, loss_idmrf: 21.280827, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:59:13,976 - INFO - [Train] step: 15799, loss_mpn: 0.061603, loss_rec: 0.084221, loss_semantic: 0.858402, loss_idmrf: 21.446774, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:00:09,481 - INFO - [Train] step: 15899, loss_mpn: 0.090502, loss_rec: 0.076366, loss_semantic: 0.824906, loss_idmrf: 21.298592, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:01:04,927 - INFO - [Train] step: 15999, loss_mpn: 0.062363, loss_rec: 0.093382, loss_semantic: 0.972374, loss_idmrf: 25.993252, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:03:14,628 - INFO - [Eval] step: 15999, bce: 0.226352, psnr: 22.756636, ssim: 0.787959
+2023-03-19 19:04:15,437 - INFO - [Train] step: 16099, loss_mpn: 0.059474, loss_rec: 0.075425, loss_semantic: 0.830364, loss_idmrf: 21.632582, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:05:11,156 - INFO - [Train] step: 16199, loss_mpn: 0.117638, loss_rec: 0.112655, loss_semantic: 1.068986, loss_idmrf: 29.247562, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:06:07,081 - INFO - [Train] step: 16299, loss_mpn: 0.074205, loss_rec: 0.104454, loss_semantic: 0.949345, loss_idmrf: 26.226036, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:07:02,935 - INFO - [Train] step: 16399, loss_mpn: 0.090220, loss_rec: 0.100338, loss_semantic: 1.004445, loss_idmrf: 31.123245, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:07:58,696 - INFO - [Train] step: 16499, loss_mpn: 0.068345, loss_rec: 0.083318, loss_semantic: 0.858425, loss_idmrf: 23.398506, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:08:54,368 - INFO - [Train] step: 16599, loss_mpn: 0.109863, loss_rec: 0.088478, loss_semantic: 0.936747, loss_idmrf: 29.265205, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:09:49,926 - INFO - [Train] step: 16699, loss_mpn: 0.075105, loss_rec: 0.073371, loss_semantic: 0.799483, loss_idmrf: 22.979492, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:10:45,410 - INFO - [Train] step: 16799, loss_mpn: 0.073676, loss_rec: 0.095532, loss_semantic: 0.950997, loss_idmrf: 25.754536, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:11:41,012 - INFO - [Train] step: 16899, loss_mpn: 0.063949, loss_rec: 0.072729, loss_semantic: 0.823789, loss_idmrf: 16.717859, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:12:36,643 - INFO - [Train] step: 16999, loss_mpn: 0.101910, loss_rec: 0.079523, loss_semantic: 0.814637, loss_idmrf: 24.636036, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:14:42,519 - INFO - [Eval] step: 16999, bce: 0.250675, psnr: 22.591608, ssim: 0.788999
+2023-03-19 19:15:43,255 - INFO - [Train] step: 17099, loss_mpn: 0.068555, loss_rec: 0.077663, loss_semantic: 0.813668, loss_idmrf: 23.290668, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:16:38,908 - INFO - [Train] step: 17199, loss_mpn: 0.088086, loss_rec: 0.097474, loss_semantic: 0.942845, loss_idmrf: 25.139502, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:17:34,879 - INFO - [Train] step: 17299, loss_mpn: 0.076935, loss_rec: 0.088760, loss_semantic: 0.927236, loss_idmrf: 25.848766, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:18:30,781 - INFO - [Train] step: 17399, loss_mpn: 0.082141, loss_rec: 0.084708, loss_semantic: 0.917102, loss_idmrf: 25.171886, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:19:26,642 - INFO - [Train] step: 17499, loss_mpn: 0.030990, loss_rec: 0.069870, loss_semantic: 0.823835, loss_idmrf: 19.505352, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:20:22,303 - INFO - [Train] step: 17599, loss_mpn: 0.058330, loss_rec: 0.074688, loss_semantic: 0.846883, loss_idmrf: 22.256481, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:21:17,929 - INFO - [Train] step: 17699, loss_mpn: 0.065148, loss_rec: 0.075172, loss_semantic: 0.857083, loss_idmrf: 22.149055, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:22:13,452 - INFO - [Train] step: 17799, loss_mpn: 0.070925, loss_rec: 0.108411, loss_semantic: 1.034263, loss_idmrf: 30.914927, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:23:09,045 - INFO - [Train] step: 17899, loss_mpn: 0.079556, loss_rec: 0.097204, loss_semantic: 0.937895, loss_idmrf: 26.473886, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:24:04,652 - INFO - [Train] step: 17999, loss_mpn: 0.085378, loss_rec: 0.101181, loss_semantic: 0.956813, loss_idmrf: 32.377815, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:26:12,342 - INFO - [Eval] step: 17999, bce: 0.247169, psnr: 22.642813, ssim: 0.790438
+2023-03-19 19:27:13,219 - INFO - [Train] step: 18099, loss_mpn: 0.075036, loss_rec: 0.083180, loss_semantic: 0.890953, loss_idmrf: 24.703526, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:28:08,872 - INFO - [Train] step: 18199, loss_mpn: 0.087334, loss_rec: 0.075824, loss_semantic: 0.899468, loss_idmrf: 24.441820, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:29:04,714 - INFO - [Train] step: 18299, loss_mpn: 0.084909, loss_rec: 0.097478, loss_semantic: 0.977893, loss_idmrf: 31.409483, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:30:00,414 - INFO - [Train] step: 18399, loss_mpn: 0.069140, loss_rec: 0.092821, loss_semantic: 0.946646, loss_idmrf: 27.095615, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:30:56,046 - INFO - [Train] step: 18499, loss_mpn: 0.084177, loss_rec: 0.108605, loss_semantic: 1.048877, loss_idmrf: 38.433426, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:31:51,568 - INFO - [Train] step: 18599, loss_mpn: 0.055833, loss_rec: 0.083765, loss_semantic: 0.972278, loss_idmrf: 24.904194, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:32:47,032 - INFO - [Train] step: 18699, loss_mpn: 0.075061, loss_rec: 0.084081, loss_semantic: 0.946806, loss_idmrf: 27.021145, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:33:42,520 - INFO - [Train] step: 18799, loss_mpn: 0.086927, loss_rec: 0.114423, loss_semantic: 1.065398, loss_idmrf: 35.711990, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:34:37,976 - INFO - [Train] step: 18899, loss_mpn: 0.069080, loss_rec: 0.067250, loss_semantic: 0.786744, loss_idmrf: 21.318483, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:35:33,336 - INFO - [Train] step: 18999, loss_mpn: 0.071376, loss_rec: 0.074704, loss_semantic: 0.830534, loss_idmrf: 22.679100, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:37:38,432 - INFO - [Eval] step: 18999, bce: 0.208345, psnr: 22.408510, ssim: 0.783361
+2023-03-19 19:38:39,067 - INFO - [Train] step: 19099, loss_mpn: 0.072961, loss_rec: 0.097986, loss_semantic: 1.006615, loss_idmrf: 34.592888, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:39:34,529 - INFO - [Train] step: 19199, loss_mpn: 0.091413, loss_rec: 0.090364, loss_semantic: 0.949004, loss_idmrf: 22.369411, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:40:30,435 - INFO - [Train] step: 19299, loss_mpn: 0.074412, loss_rec: 0.095404, loss_semantic: 0.956421, loss_idmrf: 23.980825, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:41:26,096 - INFO - [Train] step: 19399, loss_mpn: 0.082489, loss_rec: 0.087480, loss_semantic: 0.897071, loss_idmrf: 23.029881, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:42:21,635 - INFO - [Train] step: 19499, loss_mpn: 0.054764, loss_rec: 0.076180, loss_semantic: 0.862947, loss_idmrf: 23.696638, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:43:17,135 - INFO - [Train] step: 19599, loss_mpn: 0.085448, loss_rec: 0.115270, loss_semantic: 0.973598, loss_idmrf: 31.985479, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:44:12,709 - INFO - [Train] step: 19699, loss_mpn: 0.100766, loss_rec: 0.108611, loss_semantic: 0.960529, loss_idmrf: 29.861237, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:45:08,190 - INFO - [Train] step: 19799, loss_mpn: 0.038984, loss_rec: 0.066106, loss_semantic: 0.764163, loss_idmrf: 17.135941, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:46:03,590 - INFO - [Train] step: 19899, loss_mpn: 0.052218, loss_rec: 0.070886, loss_semantic: 0.849194, loss_idmrf: 24.385296, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:46:58,907 - INFO - [Train] step: 19999, loss_mpn: 0.077264, loss_rec: 0.095453, loss_semantic: 0.975940, loss_idmrf: 27.077938, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:49:04,999 - INFO - [Eval] step: 19999, bce: 0.195210, psnr: 22.948277, ssim: 0.794928
+2023-03-19 19:50:05,762 - INFO - [Train] step: 20099, loss_mpn: 0.089613, loss_rec: 0.093655, loss_semantic: 0.917510, loss_idmrf: 26.091187, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:51:01,352 - INFO - [Train] step: 20199, loss_mpn: 0.066488, loss_rec: 0.103256, loss_semantic: 0.948333, loss_idmrf: 28.871878, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:51:57,165 - INFO - [Train] step: 20299, loss_mpn: 0.063081, loss_rec: 0.087927, loss_semantic: 0.974384, loss_idmrf: 28.703928, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:52:52,936 - INFO - [Train] step: 20399, loss_mpn: 0.066393, loss_rec: 0.084873, loss_semantic: 0.870920, loss_idmrf: 25.123539, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:53:48,505 - INFO - [Train] step: 20499, loss_mpn: 0.057284, loss_rec: 0.080683, loss_semantic: 0.845702, loss_idmrf: 24.495378, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:54:44,036 - INFO - [Train] step: 20599, loss_mpn: 0.063289, loss_rec: 0.069857, loss_semantic: 0.785595, loss_idmrf: 22.798948, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:55:39,503 - INFO - [Train] step: 20699, loss_mpn: 0.068025, loss_rec: 0.080132, loss_semantic: 0.806896, loss_idmrf: 19.851408, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:56:34,971 - INFO - [Train] step: 20799, loss_mpn: 0.051601, loss_rec: 0.071884, loss_semantic: 0.872626, loss_idmrf: 21.735891, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:57:30,338 - INFO - [Train] step: 20899, loss_mpn: 0.047703, loss_rec: 0.055990, loss_semantic: 0.770066, loss_idmrf: 18.080669, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:58:25,800 - INFO - [Train] step: 20999, loss_mpn: 0.062461, loss_rec: 0.084624, loss_semantic: 0.891952, loss_idmrf: 23.218052, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:00:31,315 - INFO - [Eval] step: 20999, bce: 0.214422, psnr: 22.803129, ssim: 0.789875
+2023-03-19 20:01:31,934 - INFO - [Train] step: 21099, loss_mpn: 0.098572, loss_rec: 0.095465, loss_semantic: 0.998658, loss_idmrf: 30.696949, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:02:27,477 - INFO - [Train] step: 21199, loss_mpn: 0.065309, loss_rec: 0.089277, loss_semantic: 0.934242, loss_idmrf: 31.691641, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:03:23,308 - INFO - [Train] step: 21299, loss_mpn: 0.043600, loss_rec: 0.078956, loss_semantic: 0.885332, loss_idmrf: 21.975821, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:04:19,086 - INFO - [Train] step: 21399, loss_mpn: 0.050766, loss_rec: 0.086474, loss_semantic: 0.859282, loss_idmrf: 19.401707, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:05:14,656 - INFO - [Train] step: 21499, loss_mpn: 0.083332, loss_rec: 0.087186, loss_semantic: 0.874468, loss_idmrf: 20.387766, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:06:10,258 - INFO - [Train] step: 21599, loss_mpn: 0.065352, loss_rec: 0.080600, loss_semantic: 0.906107, loss_idmrf: 22.242783, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:07:05,798 - INFO - [Train] step: 21699, loss_mpn: 0.062009, loss_rec: 0.081200, loss_semantic: 0.860980, loss_idmrf: 24.010386, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:08:01,242 - INFO - [Train] step: 21799, loss_mpn: 0.109176, loss_rec: 0.091227, loss_semantic: 0.898730, loss_idmrf: 21.721428, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:08:56,698 - INFO - [Train] step: 21899, loss_mpn: 0.044179, loss_rec: 0.068380, loss_semantic: 0.771225, loss_idmrf: 22.626171, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:09:52,092 - INFO - [Train] step: 21999, loss_mpn: 0.058229, loss_rec: 0.072427, loss_semantic: 0.833204, loss_idmrf: 24.527666, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:11:56,930 - INFO - [Eval] step: 21999, bce: 0.186887, psnr: 23.125401, ssim: 0.799014
+2023-03-19 20:12:57,555 - INFO - [Train] step: 22099, loss_mpn: 0.064541, loss_rec: 0.070983, loss_semantic: 0.801516, loss_idmrf: 20.181236, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:13:53,228 - INFO - [Train] step: 22199, loss_mpn: 0.053011, loss_rec: 0.082677, loss_semantic: 0.925152, loss_idmrf: 27.173246, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:14:48,984 - INFO - [Train] step: 22299, loss_mpn: 0.064479, loss_rec: 0.078846, loss_semantic: 0.876799, loss_idmrf: 24.721617, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:15:44,754 - INFO - [Train] step: 22399, loss_mpn: 0.067361, loss_rec: 0.109570, loss_semantic: 1.080669, loss_idmrf: 29.662975, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:16:40,543 - INFO - [Train] step: 22499, loss_mpn: 0.063221, loss_rec: 0.097559, loss_semantic: 0.931410, loss_idmrf: 30.287874, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:17:37,665 - INFO - [Train] step: 22599, loss_mpn: 0.069920, loss_rec: 0.085578, loss_semantic: 0.927886, loss_idmrf: 28.424419, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:18:33,371 - INFO - [Train] step: 22699, loss_mpn: 0.035091, loss_rec: 0.053339, loss_semantic: 0.704051, loss_idmrf: 17.025911, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:19:28,997 - INFO - [Train] step: 22799, loss_mpn: 0.062964, loss_rec: 0.085913, loss_semantic: 0.888138, loss_idmrf: 24.437611, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:20:24,684 - INFO - [Train] step: 22899, loss_mpn: 0.079854, loss_rec: 0.086376, loss_semantic: 0.891412, loss_idmrf: 21.560005, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:21:20,300 - INFO - [Train] step: 22999, loss_mpn: 0.062294, loss_rec: 0.081736, loss_semantic: 0.876036, loss_idmrf: 24.196434, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:23:25,721 - INFO - [Eval] step: 22999, bce: 0.177715, psnr: 23.112005, ssim: 0.796208
+2023-03-19 20:24:26,769 - INFO - [Train] step: 23099, loss_mpn: 0.059811, loss_rec: 0.088634, loss_semantic: 0.868104, loss_idmrf: 24.745754, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:25:22,725 - INFO - [Train] step: 23199, loss_mpn: 0.079933, loss_rec: 0.094239, loss_semantic: 0.906511, loss_idmrf: 28.226311, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:26:18,715 - INFO - [Train] step: 23299, loss_mpn: 0.073015, loss_rec: 0.080463, loss_semantic: 0.845135, loss_idmrf: 19.548870, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:27:14,748 - INFO - [Train] step: 23399, loss_mpn: 0.057292, loss_rec: 0.102779, loss_semantic: 1.042080, loss_idmrf: 34.357597, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:28:10,456 - INFO - [Train] step: 23499, loss_mpn: 0.063403, loss_rec: 0.091585, loss_semantic: 0.893891, loss_idmrf: 26.481487, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:29:06,120 - INFO - [Train] step: 23599, loss_mpn: 0.050476, loss_rec: 0.092086, loss_semantic: 0.891552, loss_idmrf: 27.535164, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:30:01,661 - INFO - [Train] step: 23699, loss_mpn: 0.055705, loss_rec: 0.083500, loss_semantic: 0.923738, loss_idmrf: 23.593544, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:30:57,135 - INFO - [Train] step: 23799, loss_mpn: 0.070705, loss_rec: 0.078102, loss_semantic: 0.836954, loss_idmrf: 20.772156, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:31:52,632 - INFO - [Train] step: 23899, loss_mpn: 0.055040, loss_rec: 0.089438, loss_semantic: 0.956566, loss_idmrf: 23.111824, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:32:48,089 - INFO - [Train] step: 23999, loss_mpn: 0.089090, loss_rec: 0.098816, loss_semantic: 0.946409, loss_idmrf: 31.898970, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:34:53,738 - INFO - [Eval] step: 23999, bce: 0.171640, psnr: 22.888414, ssim: 0.796937
+2023-03-19 20:35:54,458 - INFO - [Train] step: 24099, loss_mpn: 0.063340, loss_rec: 0.094213, loss_semantic: 0.917966, loss_idmrf: 25.934904, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:36:50,003 - INFO - [Train] step: 24199, loss_mpn: 0.093507, loss_rec: 0.107343, loss_semantic: 1.022892, loss_idmrf: 30.095011, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:37:45,751 - INFO - [Train] step: 24299, loss_mpn: 0.062183, loss_rec: 0.071181, loss_semantic: 0.834809, loss_idmrf: 20.525925, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:38:41,495 - INFO - [Train] step: 24399, loss_mpn: 0.082332, loss_rec: 0.108717, loss_semantic: 0.996004, loss_idmrf: 33.088650, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:39:37,136 - INFO - [Train] step: 24499, loss_mpn: 0.060838, loss_rec: 0.066291, loss_semantic: 0.838832, loss_idmrf: 20.578714, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:40:32,699 - INFO - [Train] step: 24599, loss_mpn: 0.061671, loss_rec: 0.081428, loss_semantic: 0.880787, loss_idmrf: 19.772469, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:41:28,218 - INFO - [Train] step: 24699, loss_mpn: 0.050532, loss_rec: 0.088261, loss_semantic: 0.986221, loss_idmrf: 27.720448, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:42:23,662 - INFO - [Train] step: 24799, loss_mpn: 0.070603, loss_rec: 0.090233, loss_semantic: 0.916158, loss_idmrf: 24.565193, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:43:19,010 - INFO - [Train] step: 24899, loss_mpn: 0.048675, loss_rec: 0.085728, loss_semantic: 0.915843, loss_idmrf: 25.656952, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:44:14,477 - INFO - [Train] step: 24999, loss_mpn: 0.056391, loss_rec: 0.084850, loss_semantic: 0.838484, loss_idmrf: 24.110918, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:46:21,978 - INFO - [Eval] step: 24999, bce: 0.180242, psnr: 23.045780, ssim: 0.801829
+2023-03-19 20:47:22,822 - INFO - [Train] step: 25099, loss_mpn: 0.102601, loss_rec: 0.101014, loss_semantic: 0.999803, loss_idmrf: 23.238058, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:48:18,400 - INFO - [Train] step: 25199, loss_mpn: 0.050179, loss_rec: 0.067318, loss_semantic: 0.819383, loss_idmrf: 19.367718, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:49:14,191 - INFO - [Train] step: 25299, loss_mpn: 0.076127, loss_rec: 0.101996, loss_semantic: 0.955160, loss_idmrf: 33.904854, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:50:09,987 - INFO - [Train] step: 25399, loss_mpn: 0.103088, loss_rec: 0.105183, loss_semantic: 1.067231, loss_idmrf: 29.870483, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:51:05,608 - INFO - [Train] step: 25499, loss_mpn: 0.068511, loss_rec: 0.083338, loss_semantic: 0.877429, loss_idmrf: 26.019081, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:52:01,172 - INFO - [Train] step: 25599, loss_mpn: 0.108452, loss_rec: 0.108776, loss_semantic: 0.991735, loss_idmrf: 30.786150, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:52:56,638 - INFO - [Train] step: 25699, loss_mpn: 0.059871, loss_rec: 0.081645, loss_semantic: 0.963902, loss_idmrf: 25.472855, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:53:52,142 - INFO - [Train] step: 25799, loss_mpn: 0.083371, loss_rec: 0.114301, loss_semantic: 1.006900, loss_idmrf: 30.290058, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:54:47,516 - INFO - [Train] step: 25899, loss_mpn: 0.055084, loss_rec: 0.059681, loss_semantic: 0.773297, loss_idmrf: 15.314278, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:55:42,930 - INFO - [Train] step: 25999, loss_mpn: 0.057213, loss_rec: 0.077407, loss_semantic: 0.859710, loss_idmrf: 20.438148, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:57:50,457 - INFO - [Eval] step: 25999, bce: 0.170638, psnr: 23.122768, ssim: 0.797069
+2023-03-19 20:58:51,206 - INFO - [Train] step: 26099, loss_mpn: 0.080437, loss_rec: 0.092136, loss_semantic: 0.907526, loss_idmrf: 28.706924, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:59:46,827 - INFO - [Train] step: 26199, loss_mpn: 0.058136, loss_rec: 0.088790, loss_semantic: 0.925054, loss_idmrf: 25.095116, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:00:42,635 - INFO - [Train] step: 26299, loss_mpn: 0.114585, loss_rec: 0.119065, loss_semantic: 1.031322, loss_idmrf: 30.653322, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:01:38,466 - INFO - [Train] step: 26399, loss_mpn: 0.088278, loss_rec: 0.098648, loss_semantic: 0.999308, loss_idmrf: 28.495033, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:02:33,975 - INFO - [Train] step: 26499, loss_mpn: 0.051923, loss_rec: 0.075721, loss_semantic: 0.804918, loss_idmrf: 20.046316, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:03:29,539 - INFO - [Train] step: 26599, loss_mpn: 0.052277, loss_rec: 0.070560, loss_semantic: 0.853278, loss_idmrf: 27.135979, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:04:24,944 - INFO - [Train] step: 26699, loss_mpn: 0.056436, loss_rec: 0.082300, loss_semantic: 0.844434, loss_idmrf: 21.082937, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:05:20,383 - INFO - [Train] step: 26799, loss_mpn: 0.110709, loss_rec: 0.113672, loss_semantic: 1.095181, loss_idmrf: 31.404764, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:06:15,867 - INFO - [Train] step: 26899, loss_mpn: 0.062157, loss_rec: 0.082100, loss_semantic: 0.863092, loss_idmrf: 21.702652, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:07:11,186 - INFO - [Train] step: 26999, loss_mpn: 0.066747, loss_rec: 0.085838, loss_semantic: 0.888854, loss_idmrf: 27.276560, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:09:16,565 - INFO - [Eval] step: 26999, bce: 0.195610, psnr: 23.286201, ssim: 0.801702
+2023-03-19 21:10:17,098 - INFO - [Train] step: 27099, loss_mpn: 0.051221, loss_rec: 0.077516, loss_semantic: 0.814639, loss_idmrf: 21.014393, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:11:12,495 - INFO - [Train] step: 27199, loss_mpn: 0.056020, loss_rec: 0.090153, loss_semantic: 0.903892, loss_idmrf: 23.847473, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:12:08,095 - INFO - [Train] step: 27299, loss_mpn: 0.073415, loss_rec: 0.081645, loss_semantic: 0.831901, loss_idmrf: 23.083824, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:13:03,763 - INFO - [Train] step: 27399, loss_mpn: 0.044631, loss_rec: 0.077155, loss_semantic: 0.859102, loss_idmrf: 20.750755, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:13:59,276 - INFO - [Train] step: 27499, loss_mpn: 0.058755, loss_rec: 0.089105, loss_semantic: 0.906361, loss_idmrf: 26.200840, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:14:54,754 - INFO - [Train] step: 27599, loss_mpn: 0.063214, loss_rec: 0.099783, loss_semantic: 0.901008, loss_idmrf: 27.729649, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:15:50,121 - INFO - [Train] step: 27699, loss_mpn: 0.074195, loss_rec: 0.100851, loss_semantic: 0.977651, loss_idmrf: 32.540848, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:16:45,496 - INFO - [Train] step: 27799, loss_mpn: 0.040993, loss_rec: 0.067402, loss_semantic: 0.775303, loss_idmrf: 16.722649, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:17:40,832 - INFO - [Train] step: 27899, loss_mpn: 0.061674, loss_rec: 0.083343, loss_semantic: 0.902955, loss_idmrf: 22.743092, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:18:36,172 - INFO - [Train] step: 27999, loss_mpn: 0.047338, loss_rec: 0.063246, loss_semantic: 0.716867, loss_idmrf: 16.587347, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:20:41,184 - INFO - [Eval] step: 27999, bce: 0.164708, psnr: 23.224260, ssim: 0.804461
+2023-03-19 21:21:41,807 - INFO - [Train] step: 28099, loss_mpn: 0.056616, loss_rec: 0.073610, loss_semantic: 0.822584, loss_idmrf: 24.198673, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:22:37,260 - INFO - [Train] step: 28199, loss_mpn: 0.059205, loss_rec: 0.101156, loss_semantic: 1.098906, loss_idmrf: 30.935673, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:23:33,034 - INFO - [Train] step: 28299, loss_mpn: 0.061401, loss_rec: 0.072682, loss_semantic: 0.804471, loss_idmrf: 22.962448, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:24:28,760 - INFO - [Train] step: 28399, loss_mpn: 0.049208, loss_rec: 0.068836, loss_semantic: 0.797437, loss_idmrf: 20.596365, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:25:24,374 - INFO - [Train] step: 28499, loss_mpn: 0.051644, loss_rec: 0.089559, loss_semantic: 0.964946, loss_idmrf: 27.648638, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:26:20,029 - INFO - [Train] step: 28599, loss_mpn: 0.084540, loss_rec: 0.123993, loss_semantic: 1.091090, loss_idmrf: 32.507828, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:27:15,545 - INFO - [Train] step: 28699, loss_mpn: 0.060486, loss_rec: 0.089734, loss_semantic: 0.948879, loss_idmrf: 25.310453, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:28:10,915 - INFO - [Train] step: 28799, loss_mpn: 0.060240, loss_rec: 0.074509, loss_semantic: 0.881489, loss_idmrf: 23.243553, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:29:06,317 - INFO - [Train] step: 28899, loss_mpn: 0.052848, loss_rec: 0.075837, loss_semantic: 0.815810, loss_idmrf: 19.976656, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:30:01,741 - INFO - [Train] step: 28999, loss_mpn: 0.073482, loss_rec: 0.099282, loss_semantic: 0.963333, loss_idmrf: 26.957642, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:32:08,105 - INFO - [Eval] step: 28999, bce: 0.167662, psnr: 23.328325, ssim: 0.800870
+2023-03-19 21:33:08,757 - INFO - [Train] step: 29099, loss_mpn: 0.073095, loss_rec: 0.091563, loss_semantic: 0.941634, loss_idmrf: 26.327002, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:34:04,493 - INFO - [Train] step: 29199, loss_mpn: 0.090930, loss_rec: 0.099063, loss_semantic: 0.957750, loss_idmrf: 25.763844, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:35:00,298 - INFO - [Train] step: 29299, loss_mpn: 0.071803, loss_rec: 0.079826, loss_semantic: 0.873523, loss_idmrf: 25.118366, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:35:56,052 - INFO - [Train] step: 29399, loss_mpn: 0.040671, loss_rec: 0.064077, loss_semantic: 0.806851, loss_idmrf: 20.111046, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:36:51,775 - INFO - [Train] step: 29499, loss_mpn: 0.056810, loss_rec: 0.075635, loss_semantic: 0.814299, loss_idmrf: 19.367304, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:37:47,375 - INFO - [Train] step: 29599, loss_mpn: 0.035314, loss_rec: 0.058593, loss_semantic: 0.765404, loss_idmrf: 20.971130, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:38:42,936 - INFO - [Train] step: 29699, loss_mpn: 0.082489, loss_rec: 0.104473, loss_semantic: 1.027226, loss_idmrf: 27.590551, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:39:38,436 - INFO - [Train] step: 29799, loss_mpn: 0.062693, loss_rec: 0.071046, loss_semantic: 0.805174, loss_idmrf: 22.594032, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:40:33,912 - INFO - [Train] step: 29899, loss_mpn: 0.073988, loss_rec: 0.097030, loss_semantic: 0.930993, loss_idmrf: 24.731539, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:41:29,474 - INFO - [Train] step: 29999, loss_mpn: 0.056611, loss_rec: 0.080197, loss_semantic: 0.909466, loss_idmrf: 28.059578, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:43:35,084 - INFO - [Eval] step: 29999, bce: 0.150398, psnr: 23.449574, ssim: 0.803094
+2023-03-19 21:44:37,201 - INFO - [Train] step: 30099, loss_mpn: 0.040785, loss_rec: 0.064626, loss_semantic: 0.784575, loss_idmrf: 16.256907, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:45:32,715 - INFO - [Train] step: 30199, loss_mpn: 0.058631, loss_rec: 0.075232, loss_semantic: 0.785759, loss_idmrf: 19.608780, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:46:28,550 - INFO - [Train] step: 30299, loss_mpn: 0.054485, loss_rec: 0.070910, loss_semantic: 0.836820, loss_idmrf: 19.720566, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:47:24,230 - INFO - [Train] step: 30399, loss_mpn: 0.092314, loss_rec: 0.077504, loss_semantic: 0.879985, loss_idmrf: 22.892002, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:48:19,946 - INFO - [Train] step: 30499, loss_mpn: 0.054907, loss_rec: 0.079507, loss_semantic: 0.859578, loss_idmrf: 20.812378, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:49:15,567 - INFO - [Train] step: 30599, loss_mpn: 0.045031, loss_rec: 0.063381, loss_semantic: 0.800825, loss_idmrf: 20.208103, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:50:11,142 - INFO - [Train] step: 30699, loss_mpn: 0.071200, loss_rec: 0.101283, loss_semantic: 0.939442, loss_idmrf: 30.354576, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:51:06,619 - INFO - [Train] step: 30799, loss_mpn: 0.046197, loss_rec: 0.071811, loss_semantic: 0.835447, loss_idmrf: 27.297739, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:52:01,994 - INFO - [Train] step: 30899, loss_mpn: 0.065435, loss_rec: 0.091081, loss_semantic: 0.946995, loss_idmrf: 25.983994, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:52:57,350 - INFO - [Train] step: 30999, loss_mpn: 0.070876, loss_rec: 0.084485, loss_semantic: 0.831253, loss_idmrf: 21.082191, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:55:05,449 - INFO - [Eval] step: 30999, bce: 0.176748, psnr: 23.459660, ssim: 0.807393
+2023-03-19 21:56:06,810 - INFO - [Train] step: 31099, loss_mpn: 0.027337, loss_rec: 0.066497, loss_semantic: 0.749197, loss_idmrf: 14.528677, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:57:02,399 - INFO - [Train] step: 31199, loss_mpn: 0.069211, loss_rec: 0.090274, loss_semantic: 0.942093, loss_idmrf: 29.964741, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:57:58,258 - INFO - [Train] step: 31299, loss_mpn: 0.064233, loss_rec: 0.086920, loss_semantic: 0.822544, loss_idmrf: 19.069431, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:58:54,041 - INFO - [Train] step: 31399, loss_mpn: 0.068221, loss_rec: 0.102038, loss_semantic: 1.037192, loss_idmrf: 28.193317, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:59:49,684 - INFO - [Train] step: 31499, loss_mpn: 0.045209, loss_rec: 0.066157, loss_semantic: 0.775104, loss_idmrf: 18.303848, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:00:45,212 - INFO - [Train] step: 31599, loss_mpn: 0.031120, loss_rec: 0.053706, loss_semantic: 0.676638, loss_idmrf: 13.399920, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:01:40,803 - INFO - [Train] step: 31699, loss_mpn: 0.046094, loss_rec: 0.090617, loss_semantic: 0.811240, loss_idmrf: 18.453659, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:02:36,171 - INFO - [Train] step: 31799, loss_mpn: 0.031181, loss_rec: 0.067968, loss_semantic: 0.785163, loss_idmrf: 20.569067, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:03:31,519 - INFO - [Train] step: 31899, loss_mpn: 0.056278, loss_rec: 0.095606, loss_semantic: 0.972180, loss_idmrf: 34.211067, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:04:26,817 - INFO - [Train] step: 31999, loss_mpn: 0.033837, loss_rec: 0.064592, loss_semantic: 0.749603, loss_idmrf: 16.521782, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:06:35,563 - INFO - [Eval] step: 31999, bce: 0.168262, psnr: 23.552294, ssim: 0.804270
+2023-03-19 22:07:36,113 - INFO - [Train] step: 32099, loss_mpn: 0.072548, loss_rec: 0.088184, loss_semantic: 0.920985, loss_idmrf: 23.961466, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:08:31,558 - INFO - [Train] step: 32199, loss_mpn: 0.041257, loss_rec: 0.073022, loss_semantic: 0.836168, loss_idmrf: 17.633442, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:09:27,266 - INFO - [Train] step: 32299, loss_mpn: 0.059091, loss_rec: 0.095499, loss_semantic: 0.903553, loss_idmrf: 24.385286, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:10:22,940 - INFO - [Train] step: 32399, loss_mpn: 0.052281, loss_rec: 0.084697, loss_semantic: 0.923049, loss_idmrf: 23.222626, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:11:18,546 - INFO - [Train] step: 32499, loss_mpn: 0.070631, loss_rec: 0.092176, loss_semantic: 0.954848, loss_idmrf: 26.600632, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:12:14,022 - INFO - [Train] step: 32599, loss_mpn: 0.078326, loss_rec: 0.118041, loss_semantic: 1.072614, loss_idmrf: 29.999092, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:13:09,476 - INFO - [Train] step: 32699, loss_mpn: 0.065187, loss_rec: 0.099437, loss_semantic: 0.943405, loss_idmrf: 29.806961, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:14:04,960 - INFO - [Train] step: 32799, loss_mpn: 0.040482, loss_rec: 0.073952, loss_semantic: 0.879493, loss_idmrf: 21.331612, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:15:00,327 - INFO - [Train] step: 32899, loss_mpn: 0.045115, loss_rec: 0.080231, loss_semantic: 0.864976, loss_idmrf: 19.595146, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:15:55,678 - INFO - [Train] step: 32999, loss_mpn: 0.064142, loss_rec: 0.080501, loss_semantic: 0.833748, loss_idmrf: 22.732784, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:18:05,030 - INFO - [Eval] step: 32999, bce: 0.162712, psnr: 23.296581, ssim: 0.804413
+2023-03-19 22:19:05,613 - INFO - [Train] step: 33099, loss_mpn: 0.033422, loss_rec: 0.067902, loss_semantic: 0.829371, loss_idmrf: 21.190958, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:20:01,110 - INFO - [Train] step: 33199, loss_mpn: 0.041970, loss_rec: 0.076775, loss_semantic: 0.852640, loss_idmrf: 21.625429, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:20:56,872 - INFO - [Train] step: 33299, loss_mpn: 0.055814, loss_rec: 0.080255, loss_semantic: 0.855144, loss_idmrf: 19.707695, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:21:52,679 - INFO - [Train] step: 33399, loss_mpn: 0.051691, loss_rec: 0.065907, loss_semantic: 0.768520, loss_idmrf: 20.756149, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:22:48,249 - INFO - [Train] step: 33499, loss_mpn: 0.053497, loss_rec: 0.082359, loss_semantic: 0.895478, loss_idmrf: 23.393770, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:23:43,803 - INFO - [Train] step: 33599, loss_mpn: 0.035572, loss_rec: 0.054980, loss_semantic: 0.726238, loss_idmrf: 16.983603, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:24:39,193 - INFO - [Train] step: 33699, loss_mpn: 0.037088, loss_rec: 0.068227, loss_semantic: 0.810332, loss_idmrf: 18.498199, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:25:34,603 - INFO - [Train] step: 33799, loss_mpn: 0.058634, loss_rec: 0.081498, loss_semantic: 0.916649, loss_idmrf: 25.080475, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:26:29,957 - INFO - [Train] step: 33899, loss_mpn: 0.057307, loss_rec: 0.081104, loss_semantic: 0.914172, loss_idmrf: 25.414696, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:27:25,401 - INFO - [Train] step: 33999, loss_mpn: 0.072837, loss_rec: 0.102021, loss_semantic: 0.983391, loss_idmrf: 31.588371, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:29:31,065 - INFO - [Eval] step: 33999, bce: 0.142751, psnr: 23.535019, ssim: 0.808377
+2023-03-19 22:30:31,699 - INFO - [Train] step: 34099, loss_mpn: 0.030139, loss_rec: 0.068288, loss_semantic: 0.730018, loss_idmrf: 17.420841, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:31:27,299 - INFO - [Train] step: 34199, loss_mpn: 0.061181, loss_rec: 0.088317, loss_semantic: 0.908300, loss_idmrf: 22.392292, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:32:23,106 - INFO - [Train] step: 34299, loss_mpn: 0.059658, loss_rec: 0.072250, loss_semantic: 0.802500, loss_idmrf: 23.254066, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:33:18,821 - INFO - [Train] step: 34399, loss_mpn: 0.042903, loss_rec: 0.060761, loss_semantic: 0.779881, loss_idmrf: 20.489498, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:34:14,384 - INFO - [Train] step: 34499, loss_mpn: 0.043919, loss_rec: 0.073189, loss_semantic: 0.746658, loss_idmrf: 18.351746, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:35:09,922 - INFO - [Train] step: 34599, loss_mpn: 0.045620, loss_rec: 0.072571, loss_semantic: 0.849127, loss_idmrf: 25.517876, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:36:05,321 - INFO - [Train] step: 34699, loss_mpn: 0.059902, loss_rec: 0.098615, loss_semantic: 1.018540, loss_idmrf: 27.143494, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:37:00,698 - INFO - [Train] step: 34799, loss_mpn: 0.063089, loss_rec: 0.093057, loss_semantic: 0.932957, loss_idmrf: 19.976513, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:37:56,038 - INFO - [Train] step: 34899, loss_mpn: 0.084089, loss_rec: 0.106966, loss_semantic: 0.979936, loss_idmrf: 37.299461, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:38:51,386 - INFO - [Train] step: 34999, loss_mpn: 0.068255, loss_rec: 0.072163, loss_semantic: 0.778291, loss_idmrf: 18.962198, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:40:58,710 - INFO - [Eval] step: 34999, bce: 0.178434, psnr: 23.587126, ssim: 0.808064
+2023-03-19 22:41:59,484 - INFO - [Train] step: 35099, loss_mpn: 0.035520, loss_rec: 0.072987, loss_semantic: 0.853578, loss_idmrf: 23.593662, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:42:54,923 - INFO - [Train] step: 35199, loss_mpn: 0.048581, loss_rec: 0.084458, loss_semantic: 0.939896, loss_idmrf: 26.475824, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:43:50,707 - INFO - [Train] step: 35299, loss_mpn: 0.053255, loss_rec: 0.072882, loss_semantic: 0.868641, loss_idmrf: 26.080307, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:44:46,517 - INFO - [Train] step: 35399, loss_mpn: 0.044343, loss_rec: 0.084966, loss_semantic: 0.899395, loss_idmrf: 24.407475, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:45:42,070 - INFO - [Train] step: 35499, loss_mpn: 0.087013, loss_rec: 0.106694, loss_semantic: 0.984988, loss_idmrf: 30.042841, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:46:37,605 - INFO - [Train] step: 35599, loss_mpn: 0.040077, loss_rec: 0.074458, loss_semantic: 0.899110, loss_idmrf: 22.925198, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:47:33,099 - INFO - [Train] step: 35699, loss_mpn: 0.073253, loss_rec: 0.104367, loss_semantic: 1.056933, loss_idmrf: 33.711754, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:48:28,491 - INFO - [Train] step: 35799, loss_mpn: 0.043562, loss_rec: 0.079332, loss_semantic: 0.859497, loss_idmrf: 19.559185, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:49:23,841 - INFO - [Train] step: 35899, loss_mpn: 0.051044, loss_rec: 0.091922, loss_semantic: 0.927491, loss_idmrf: 29.509838, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:50:19,144 - INFO - [Train] step: 35999, loss_mpn: 0.031328, loss_rec: 0.066504, loss_semantic: 0.787682, loss_idmrf: 17.112263, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:52:26,347 - INFO - [Eval] step: 35999, bce: 0.138757, psnr: 23.609678, ssim: 0.811303
+2023-03-19 22:53:27,011 - INFO - [Train] step: 36099, loss_mpn: 0.069012, loss_rec: 0.094657, loss_semantic: 0.933648, loss_idmrf: 28.851845, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:54:22,376 - INFO - [Train] step: 36199, loss_mpn: 0.072058, loss_rec: 0.081795, loss_semantic: 0.909498, loss_idmrf: 26.699104, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:55:18,082 - INFO - [Train] step: 36299, loss_mpn: 0.041086, loss_rec: 0.076344, loss_semantic: 0.812538, loss_idmrf: 20.257168, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:56:13,794 - INFO - [Train] step: 36399, loss_mpn: 0.045041, loss_rec: 0.073875, loss_semantic: 0.802434, loss_idmrf: 22.052664, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:57:09,406 - INFO - [Train] step: 36499, loss_mpn: 0.039562, loss_rec: 0.066018, loss_semantic: 0.825026, loss_idmrf: 16.681231, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:58:04,941 - INFO - [Train] step: 36599, loss_mpn: 0.063401, loss_rec: 0.076122, loss_semantic: 0.863229, loss_idmrf: 21.774734, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:59:00,464 - INFO - [Train] step: 36699, loss_mpn: 0.035012, loss_rec: 0.070732, loss_semantic: 0.814874, loss_idmrf: 19.505295, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:59:55,964 - INFO - [Train] step: 36799, loss_mpn: 0.069316, loss_rec: 0.080790, loss_semantic: 0.888104, loss_idmrf: 24.766226, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:00:51,347 - INFO - [Train] step: 36899, loss_mpn: 0.064856, loss_rec: 0.091249, loss_semantic: 0.974880, loss_idmrf: 24.777193, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:01:46,706 - INFO - [Train] step: 36999, loss_mpn: 0.064648, loss_rec: 0.092704, loss_semantic: 0.958263, loss_idmrf: 25.912735, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:03:53,706 - INFO - [Eval] step: 36999, bce: 0.142666, psnr: 23.773058, ssim: 0.813110
+2023-03-19 23:04:54,404 - INFO - [Train] step: 37099, loss_mpn: 0.068482, loss_rec: 0.077571, loss_semantic: 0.858320, loss_idmrf: 22.814764, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:05:49,868 - INFO - [Train] step: 37199, loss_mpn: 0.076836, loss_rec: 0.075936, loss_semantic: 0.813028, loss_idmrf: 19.380838, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:06:45,683 - INFO - [Train] step: 37299, loss_mpn: 0.067595, loss_rec: 0.069120, loss_semantic: 0.839642, loss_idmrf: 21.388622, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:07:41,423 - INFO - [Train] step: 37399, loss_mpn: 0.045960, loss_rec: 0.071790, loss_semantic: 0.797367, loss_idmrf: 22.253170, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:08:37,152 - INFO - [Train] step: 37499, loss_mpn: 0.040756, loss_rec: 0.074393, loss_semantic: 0.864750, loss_idmrf: 23.550930, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:09:33,906 - INFO - [Train] step: 37599, loss_mpn: 0.057512, loss_rec: 0.091654, loss_semantic: 0.934565, loss_idmrf: 29.699272, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:10:29,537 - INFO - [Train] step: 37699, loss_mpn: 0.050282, loss_rec: 0.086200, loss_semantic: 0.908044, loss_idmrf: 24.052233, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:11:25,103 - INFO - [Train] step: 37799, loss_mpn: 0.032426, loss_rec: 0.078417, loss_semantic: 0.864579, loss_idmrf: 25.222710, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:12:20,560 - INFO - [Train] step: 37899, loss_mpn: 0.031259, loss_rec: 0.052597, loss_semantic: 0.680405, loss_idmrf: 14.440674, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:13:15,989 - INFO - [Train] step: 37999, loss_mpn: 0.041522, loss_rec: 0.072869, loss_semantic: 0.837264, loss_idmrf: 25.840096, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:15:22,896 - INFO - [Eval] step: 37999, bce: 0.136627, psnr: 23.798990, ssim: 0.813555
+2023-03-19 23:16:23,904 - INFO - [Train] step: 38099, loss_mpn: 0.069316, loss_rec: 0.092156, loss_semantic: 0.879130, loss_idmrf: 24.659361, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:17:19,506 - INFO - [Train] step: 38199, loss_mpn: 0.030275, loss_rec: 0.077633, loss_semantic: 0.845561, loss_idmrf: 20.864086, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:18:15,292 - INFO - [Train] step: 38299, loss_mpn: 0.046128, loss_rec: 0.084534, loss_semantic: 0.877572, loss_idmrf: 21.646133, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:19:11,009 - INFO - [Train] step: 38399, loss_mpn: 0.048186, loss_rec: 0.082682, loss_semantic: 0.883035, loss_idmrf: 23.690849, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:20:06,608 - INFO - [Train] step: 38499, loss_mpn: 0.055206, loss_rec: 0.079152, loss_semantic: 0.860061, loss_idmrf: 21.187107, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:21:02,181 - INFO - [Train] step: 38599, loss_mpn: 0.037071, loss_rec: 0.078271, loss_semantic: 0.849323, loss_idmrf: 23.896305, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:21:57,705 - INFO - [Train] step: 38699, loss_mpn: 0.044203, loss_rec: 0.065535, loss_semantic: 0.791149, loss_idmrf: 21.718264, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:22:53,164 - INFO - [Train] step: 38799, loss_mpn: 0.038798, loss_rec: 0.063659, loss_semantic: 0.765059, loss_idmrf: 17.028267, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:23:48,593 - INFO - [Train] step: 38899, loss_mpn: 0.051450, loss_rec: 0.068069, loss_semantic: 0.802612, loss_idmrf: 16.959896, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:24:43,942 - INFO - [Train] step: 38999, loss_mpn: 0.066296, loss_rec: 0.094935, loss_semantic: 0.949695, loss_idmrf: 29.776062, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:26:51,468 - INFO - [Eval] step: 38999, bce: 0.147913, psnr: 23.825342, ssim: 0.814019
+2023-03-19 23:27:52,430 - INFO - [Train] step: 39099, loss_mpn: 0.033462, loss_rec: 0.072584, loss_semantic: 0.805922, loss_idmrf: 19.030607, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:28:47,872 - INFO - [Train] step: 39199, loss_mpn: 0.074420, loss_rec: 0.097760, loss_semantic: 0.953601, loss_idmrf: 28.485971, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:29:43,499 - INFO - [Train] step: 39299, loss_mpn: 0.038686, loss_rec: 0.072154, loss_semantic: 0.843572, loss_idmrf: 20.432396, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:30:39,186 - INFO - [Train] step: 39399, loss_mpn: 0.046324, loss_rec: 0.072224, loss_semantic: 0.810751, loss_idmrf: 20.610573, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:31:34,743 - INFO - [Train] step: 39499, loss_mpn: 0.069957, loss_rec: 0.095804, loss_semantic: 0.949530, loss_idmrf: 24.891026, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:32:30,269 - INFO - [Train] step: 39599, loss_mpn: 0.049061, loss_rec: 0.082997, loss_semantic: 0.928408, loss_idmrf: 26.521770, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:33:25,681 - INFO - [Train] step: 39699, loss_mpn: 0.040479, loss_rec: 0.084700, loss_semantic: 0.934030, loss_idmrf: 25.220310, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:34:21,136 - INFO - [Train] step: 39799, loss_mpn: 0.018115, loss_rec: 0.051584, loss_semantic: 0.676680, loss_idmrf: 14.160481, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:35:16,525 - INFO - [Train] step: 39899, loss_mpn: 0.053764, loss_rec: 0.078144, loss_semantic: 0.858945, loss_idmrf: 21.553789, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:36:11,857 - INFO - [Train] step: 39999, loss_mpn: 0.039609, loss_rec: 0.073340, loss_semantic: 0.836900, loss_idmrf: 23.401676, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:38:18,906 - INFO - [Eval] step: 39999, bce: 0.126871, psnr: 23.883308, ssim: 0.814853
+2023-03-19 23:39:19,656 - INFO - [Train] step: 40099, loss_mpn: 0.062807, loss_rec: 0.075413, loss_semantic: 0.903825, loss_idmrf: 24.234478, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:40:15,224 - INFO - [Train] step: 40199, loss_mpn: 0.018398, loss_rec: 0.059270, loss_semantic: 0.682406, loss_idmrf: 14.579927, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:41:11,028 - INFO - [Train] step: 40299, loss_mpn: 0.039220, loss_rec: 0.078808, loss_semantic: 0.804705, loss_idmrf: 19.812105, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:42:06,811 - INFO - [Train] step: 40399, loss_mpn: 0.019951, loss_rec: 0.051513, loss_semantic: 0.663414, loss_idmrf: 14.285729, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:43:02,462 - INFO - [Train] step: 40499, loss_mpn: 0.056873, loss_rec: 0.094939, loss_semantic: 0.987956, loss_idmrf: 32.775177, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:43:58,083 - INFO - [Train] step: 40599, loss_mpn: 0.038608, loss_rec: 0.069914, loss_semantic: 0.744933, loss_idmrf: 18.230276, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:44:53,546 - INFO - [Train] step: 40699, loss_mpn: 0.065997, loss_rec: 0.089111, loss_semantic: 0.961464, loss_idmrf: 28.326752, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:45:49,015 - INFO - [Train] step: 40799, loss_mpn: 0.036591, loss_rec: 0.072900, loss_semantic: 0.816012, loss_idmrf: 19.598675, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:46:44,430 - INFO - [Train] step: 40899, loss_mpn: 0.041524, loss_rec: 0.072973, loss_semantic: 0.770580, loss_idmrf: 18.736078, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:47:39,912 - INFO - [Train] step: 40999, loss_mpn: 0.033766, loss_rec: 0.061867, loss_semantic: 0.757663, loss_idmrf: 17.184481, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:49:45,652 - INFO - [Eval] step: 40999, bce: 0.131674, psnr: 23.895781, ssim: 0.816706
+2023-03-19 23:50:46,283 - INFO - [Train] step: 41099, loss_mpn: 0.031359, loss_rec: 0.063998, loss_semantic: 0.766458, loss_idmrf: 19.848331, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:51:41,805 - INFO - [Train] step: 41199, loss_mpn: 0.073854, loss_rec: 0.108714, loss_semantic: 0.917364, loss_idmrf: 31.412796, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:52:37,533 - INFO - [Train] step: 41299, loss_mpn: 0.051863, loss_rec: 0.077289, loss_semantic: 0.901725, loss_idmrf: 25.829247, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:53:33,251 - INFO - [Train] step: 41399, loss_mpn: 0.039537, loss_rec: 0.067914, loss_semantic: 0.806625, loss_idmrf: 21.096695, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:54:28,865 - INFO - [Train] step: 41499, loss_mpn: 0.043033, loss_rec: 0.064687, loss_semantic: 0.739532, loss_idmrf: 17.545582, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:55:24,353 - INFO - [Train] step: 41599, loss_mpn: 0.029414, loss_rec: 0.069252, loss_semantic: 0.837354, loss_idmrf: 19.791550, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:56:19,750 - INFO - [Train] step: 41699, loss_mpn: 0.048828, loss_rec: 0.082080, loss_semantic: 0.892843, loss_idmrf: 23.088596, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:57:15,183 - INFO - [Train] step: 41799, loss_mpn: 0.034366, loss_rec: 0.058005, loss_semantic: 0.680906, loss_idmrf: 15.797992, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:58:10,482 - INFO - [Train] step: 41899, loss_mpn: 0.030136, loss_rec: 0.059160, loss_semantic: 0.689608, loss_idmrf: 12.436781, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:59:05,744 - INFO - [Train] step: 41999, loss_mpn: 0.030017, loss_rec: 0.055053, loss_semantic: 0.720777, loss_idmrf: 20.919790, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:01:11,841 - INFO - [Eval] step: 41999, bce: 0.127152, psnr: 23.983845, ssim: 0.818484
+2023-03-20 00:02:12,367 - INFO - [Train] step: 42099, loss_mpn: 0.061004, loss_rec: 0.075814, loss_semantic: 0.839191, loss_idmrf: 20.009388, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:03:07,815 - INFO - [Train] step: 42199, loss_mpn: 0.042239, loss_rec: 0.081359, loss_semantic: 0.902523, loss_idmrf: 23.875492, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:04:03,527 - INFO - [Train] step: 42299, loss_mpn: 0.049517, loss_rec: 0.077484, loss_semantic: 0.851433, loss_idmrf: 22.830397, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:04:59,258 - INFO - [Train] step: 42399, loss_mpn: 0.086012, loss_rec: 0.085652, loss_semantic: 0.926901, loss_idmrf: 27.213978, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:05:54,876 - INFO - [Train] step: 42499, loss_mpn: 0.072324, loss_rec: 0.087716, loss_semantic: 0.904066, loss_idmrf: 25.117805, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:06:50,412 - INFO - [Train] step: 42599, loss_mpn: 0.046306, loss_rec: 0.076880, loss_semantic: 0.852408, loss_idmrf: 23.475313, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:07:45,836 - INFO - [Train] step: 42699, loss_mpn: 0.045559, loss_rec: 0.083451, loss_semantic: 0.900078, loss_idmrf: 22.829988, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:08:41,314 - INFO - [Train] step: 42799, loss_mpn: 0.028906, loss_rec: 0.067926, loss_semantic: 0.817107, loss_idmrf: 25.042978, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:09:36,668 - INFO - [Train] step: 42899, loss_mpn: 0.047291, loss_rec: 0.065960, loss_semantic: 0.812655, loss_idmrf: 20.039185, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:10:31,972 - INFO - [Train] step: 42999, loss_mpn: 0.042628, loss_rec: 0.075389, loss_semantic: 0.843925, loss_idmrf: 20.367203, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:12:37,451 - INFO - [Eval] step: 42999, bce: 0.145774, psnr: 23.910067, ssim: 0.816140
+2023-03-20 00:13:37,905 - INFO - [Train] step: 43099, loss_mpn: 0.038745, loss_rec: 0.067766, loss_semantic: 0.832908, loss_idmrf: 19.979933, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:14:33,305 - INFO - [Train] step: 43199, loss_mpn: 0.043052, loss_rec: 0.071333, loss_semantic: 0.794268, loss_idmrf: 19.645599, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:15:28,940 - INFO - [Train] step: 43299, loss_mpn: 0.053055, loss_rec: 0.075180, loss_semantic: 0.835818, loss_idmrf: 26.122768, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:16:24,568 - INFO - [Train] step: 43399, loss_mpn: 0.036424, loss_rec: 0.061135, loss_semantic: 0.740655, loss_idmrf: 17.127012, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:17:20,199 - INFO - [Train] step: 43499, loss_mpn: 0.057648, loss_rec: 0.071444, loss_semantic: 0.811529, loss_idmrf: 17.921566, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:18:15,702 - INFO - [Train] step: 43599, loss_mpn: 0.042934, loss_rec: 0.093032, loss_semantic: 0.880374, loss_idmrf: 22.640575, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:19:11,090 - INFO - [Train] step: 43699, loss_mpn: 0.053779, loss_rec: 0.087350, loss_semantic: 0.928591, loss_idmrf: 25.772655, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:20:06,438 - INFO - [Train] step: 43799, loss_mpn: 0.046528, loss_rec: 0.077798, loss_semantic: 0.869692, loss_idmrf: 24.390366, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:21:01,788 - INFO - [Train] step: 43899, loss_mpn: 0.030451, loss_rec: 0.059029, loss_semantic: 0.717371, loss_idmrf: 16.135809, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:21:57,063 - INFO - [Train] step: 43999, loss_mpn: 0.038032, loss_rec: 0.075437, loss_semantic: 0.869973, loss_idmrf: 20.091995, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:24:05,346 - INFO - [Eval] step: 43999, bce: 0.129713, psnr: 23.960339, ssim: 0.819348
+2023-03-20 00:25:05,861 - INFO - [Train] step: 44099, loss_mpn: 0.030860, loss_rec: 0.058319, loss_semantic: 0.753302, loss_idmrf: 18.114784, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:26:01,275 - INFO - [Train] step: 44199, loss_mpn: 0.040180, loss_rec: 0.075566, loss_semantic: 0.840170, loss_idmrf: 23.959520, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:26:56,965 - INFO - [Train] step: 44299, loss_mpn: 0.036513, loss_rec: 0.053015, loss_semantic: 0.717298, loss_idmrf: 15.029404, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:27:52,662 - INFO - [Train] step: 44399, loss_mpn: 0.053531, loss_rec: 0.084311, loss_semantic: 0.902368, loss_idmrf: 28.137321, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:28:48,253 - INFO - [Train] step: 44499, loss_mpn: 0.056741, loss_rec: 0.091975, loss_semantic: 0.963769, loss_idmrf: 26.438009, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:29:43,808 - INFO - [Train] step: 44599, loss_mpn: 0.054638, loss_rec: 0.076701, loss_semantic: 0.893997, loss_idmrf: 23.369236, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:30:39,181 - INFO - [Train] step: 44699, loss_mpn: 0.045944, loss_rec: 0.088673, loss_semantic: 0.873443, loss_idmrf: 23.238140, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:31:34,542 - INFO - [Train] step: 44799, loss_mpn: 0.044790, loss_rec: 0.068447, loss_semantic: 0.768129, loss_idmrf: 22.280905, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:32:29,893 - INFO - [Train] step: 44899, loss_mpn: 0.045664, loss_rec: 0.080586, loss_semantic: 0.864178, loss_idmrf: 26.743279, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:33:25,283 - INFO - [Train] step: 44999, loss_mpn: 0.079648, loss_rec: 0.087441, loss_semantic: 0.959345, loss_idmrf: 23.537395, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:35:31,659 - INFO - [Eval] step: 44999, bce: 0.147099, psnr: 24.076048, ssim: 0.818544
+2023-03-20 00:36:33,614 - INFO - [Train] step: 45099, loss_mpn: 0.035411, loss_rec: 0.078783, loss_semantic: 0.891432, loss_idmrf: 23.662163, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:37:29,035 - INFO - [Train] step: 45199, loss_mpn: 0.041462, loss_rec: 0.068662, loss_semantic: 0.818274, loss_idmrf: 21.028950, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:38:24,801 - INFO - [Train] step: 45299, loss_mpn: 0.045581, loss_rec: 0.072483, loss_semantic: 0.785729, loss_idmrf: 21.335896, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:39:20,614 - INFO - [Train] step: 45399, loss_mpn: 0.028209, loss_rec: 0.068817, loss_semantic: 0.768027, loss_idmrf: 19.124464, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:40:16,294 - INFO - [Train] step: 45499, loss_mpn: 0.031330, loss_rec: 0.063151, loss_semantic: 0.738658, loss_idmrf: 16.621880, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:41:11,932 - INFO - [Train] step: 45599, loss_mpn: 0.050010, loss_rec: 0.089038, loss_semantic: 0.886545, loss_idmrf: 25.619991, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:42:07,437 - INFO - [Train] step: 45699, loss_mpn: 0.057856, loss_rec: 0.073879, loss_semantic: 0.813269, loss_idmrf: 23.040136, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:43:02,808 - INFO - [Train] step: 45799, loss_mpn: 0.032033, loss_rec: 0.064466, loss_semantic: 0.833047, loss_idmrf: 20.362373, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:43:58,172 - INFO - [Train] step: 45899, loss_mpn: 0.048908, loss_rec: 0.081758, loss_semantic: 0.886764, loss_idmrf: 23.532640, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:44:53,608 - INFO - [Train] step: 45999, loss_mpn: 0.045986, loss_rec: 0.075938, loss_semantic: 0.821280, loss_idmrf: 19.996872, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:46:58,671 - INFO - [Eval] step: 45999, bce: 0.132219, psnr: 24.007502, ssim: 0.822452
+2023-03-20 00:47:59,425 - INFO - [Train] step: 46099, loss_mpn: 0.068921, loss_rec: 0.102039, loss_semantic: 1.007249, loss_idmrf: 35.044449, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:48:55,025 - INFO - [Train] step: 46199, loss_mpn: 0.053611, loss_rec: 0.073557, loss_semantic: 0.783965, loss_idmrf: 20.954716, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:49:50,921 - INFO - [Train] step: 46299, loss_mpn: 0.064505, loss_rec: 0.085432, loss_semantic: 0.855189, loss_idmrf: 24.511131, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:50:46,737 - INFO - [Train] step: 46399, loss_mpn: 0.039532, loss_rec: 0.076133, loss_semantic: 0.851593, loss_idmrf: 20.002701, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:51:42,475 - INFO - [Train] step: 46499, loss_mpn: 0.054864, loss_rec: 0.073300, loss_semantic: 0.854966, loss_idmrf: 21.465458, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:52:38,098 - INFO - [Train] step: 46599, loss_mpn: 0.037311, loss_rec: 0.064348, loss_semantic: 0.786462, loss_idmrf: 23.567705, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:53:33,654 - INFO - [Train] step: 46699, loss_mpn: 0.059125, loss_rec: 0.093359, loss_semantic: 0.847547, loss_idmrf: 20.285446, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:54:29,188 - INFO - [Train] step: 46799, loss_mpn: 0.056385, loss_rec: 0.080842, loss_semantic: 0.878154, loss_idmrf: 24.739868, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:55:24,713 - INFO - [Train] step: 46899, loss_mpn: 0.045918, loss_rec: 0.080726, loss_semantic: 0.906448, loss_idmrf: 27.419231, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:56:20,164 - INFO - [Train] step: 46999, loss_mpn: 0.045274, loss_rec: 0.078806, loss_semantic: 0.823599, loss_idmrf: 24.756443, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:58:25,600 - INFO - [Eval] step: 46999, bce: 0.119048, psnr: 24.164782, ssim: 0.822293
+2023-03-20 00:59:26,570 - INFO - [Train] step: 47099, loss_mpn: 0.029784, loss_rec: 0.070220, loss_semantic: 0.807792, loss_idmrf: 17.023561, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:00:22,303 - INFO - [Train] step: 47199, loss_mpn: 0.037888, loss_rec: 0.067050, loss_semantic: 0.729584, loss_idmrf: 15.024008, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:01:18,303 - INFO - [Train] step: 47299, loss_mpn: 0.031147, loss_rec: 0.069883, loss_semantic: 0.781574, loss_idmrf: 18.695324, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:02:14,050 - INFO - [Train] step: 47399, loss_mpn: 0.040772, loss_rec: 0.072666, loss_semantic: 0.838210, loss_idmrf: 21.825729, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:03:09,759 - INFO - [Train] step: 47499, loss_mpn: 0.049586, loss_rec: 0.090325, loss_semantic: 0.888659, loss_idmrf: 24.439720, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:04:05,401 - INFO - [Train] step: 47599, loss_mpn: 0.026023, loss_rec: 0.068183, loss_semantic: 0.833783, loss_idmrf: 21.877823, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:05:00,899 - INFO - [Train] step: 47699, loss_mpn: 0.040269, loss_rec: 0.077146, loss_semantic: 0.827514, loss_idmrf: 21.101091, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:05:56,493 - INFO - [Train] step: 47799, loss_mpn: 0.055789, loss_rec: 0.091520, loss_semantic: 1.020000, loss_idmrf: 28.765066, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:06:52,107 - INFO - [Train] step: 47899, loss_mpn: 0.041057, loss_rec: 0.068512, loss_semantic: 0.789682, loss_idmrf: 20.115459, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:07:47,708 - INFO - [Train] step: 47999, loss_mpn: 0.059565, loss_rec: 0.066191, loss_semantic: 0.789909, loss_idmrf: 20.972538, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:09:57,223 - INFO - [Eval] step: 47999, bce: 0.121372, psnr: 24.193716, ssim: 0.823338
+2023-03-20 01:10:58,162 - INFO - [Train] step: 48099, loss_mpn: 0.045395, loss_rec: 0.083628, loss_semantic: 0.861710, loss_idmrf: 22.791910, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:11:54,116 - INFO - [Train] step: 48199, loss_mpn: 0.036510, loss_rec: 0.069063, loss_semantic: 0.764419, loss_idmrf: 15.533447, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:12:50,235 - INFO - [Train] step: 48299, loss_mpn: 0.041962, loss_rec: 0.072274, loss_semantic: 0.827193, loss_idmrf: 22.167625, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:13:46,273 - INFO - [Train] step: 48399, loss_mpn: 0.054742, loss_rec: 0.076186, loss_semantic: 0.828231, loss_idmrf: 21.255119, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:14:42,164 - INFO - [Train] step: 48499, loss_mpn: 0.062901, loss_rec: 0.104595, loss_semantic: 1.031476, loss_idmrf: 35.285492, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:15:37,983 - INFO - [Train] step: 48599, loss_mpn: 0.028776, loss_rec: 0.058868, loss_semantic: 0.743863, loss_idmrf: 17.191172, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:16:33,722 - INFO - [Train] step: 48699, loss_mpn: 0.059933, loss_rec: 0.072427, loss_semantic: 0.830426, loss_idmrf: 20.115417, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:17:29,592 - INFO - [Train] step: 48799, loss_mpn: 0.038362, loss_rec: 0.073645, loss_semantic: 0.857682, loss_idmrf: 20.558563, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:18:25,287 - INFO - [Train] step: 48899, loss_mpn: 0.052540, loss_rec: 0.062731, loss_semantic: 0.744985, loss_idmrf: 15.363659, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:19:20,955 - INFO - [Train] step: 48999, loss_mpn: 0.034253, loss_rec: 0.067444, loss_semantic: 0.822153, loss_idmrf: 18.507605, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:21:29,079 - INFO - [Eval] step: 48999, bce: 0.115610, psnr: 24.122972, ssim: 0.824219
+2023-03-20 01:22:29,906 - INFO - [Train] step: 49099, loss_mpn: 0.045265, loss_rec: 0.070369, loss_semantic: 0.836684, loss_idmrf: 24.010048, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:23:25,886 - INFO - [Train] step: 49199, loss_mpn: 0.070177, loss_rec: 0.087729, loss_semantic: 0.921427, loss_idmrf: 27.091187, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:24:21,920 - INFO - [Train] step: 49299, loss_mpn: 0.022430, loss_rec: 0.047137, loss_semantic: 0.653392, loss_idmrf: 12.272496, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:25:17,787 - INFO - [Train] step: 49399, loss_mpn: 0.051810, loss_rec: 0.078068, loss_semantic: 0.794119, loss_idmrf: 19.260834, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:26:13,586 - INFO - [Train] step: 49499, loss_mpn: 0.062238, loss_rec: 0.076903, loss_semantic: 0.873240, loss_idmrf: 22.128395, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:27:09,220 - INFO - [Train] step: 49599, loss_mpn: 0.048391, loss_rec: 0.069889, loss_semantic: 0.846941, loss_idmrf: 24.550114, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:28:04,890 - INFO - [Train] step: 49699, loss_mpn: 0.037334, loss_rec: 0.056465, loss_semantic: 0.694809, loss_idmrf: 16.001356, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:29:00,563 - INFO - [Train] step: 49799, loss_mpn: 0.066646, loss_rec: 0.079807, loss_semantic: 0.908988, loss_idmrf: 20.982807, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:29:56,245 - INFO - [Train] step: 49899, loss_mpn: 0.031427, loss_rec: 0.059972, loss_semantic: 0.676864, loss_idmrf: 16.153015, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:30:51,897 - INFO - [Train] step: 49999, loss_mpn: 0.047483, loss_rec: 0.097200, loss_semantic: 0.975195, loss_idmrf: 28.867384, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:32:59,958 - INFO - [Eval] step: 49999, bce: 0.116873, psnr: 24.105610, ssim: 0.823336
+2023-03-20 01:34:01,028 - INFO - [Train] step: 50099, loss_mpn: 0.052621, loss_rec: 0.075289, loss_semantic: 0.842634, loss_idmrf: 25.681097, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:34:56,924 - INFO - [Train] step: 50199, loss_mpn: 0.056484, loss_rec: 0.087759, loss_semantic: 0.932242, loss_idmrf: 25.904831, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:35:52,968 - INFO - [Train] step: 50299, loss_mpn: 0.027580, loss_rec: 0.066531, loss_semantic: 0.780057, loss_idmrf: 17.528271, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:36:48,830 - INFO - [Train] step: 50399, loss_mpn: 0.049948, loss_rec: 0.073814, loss_semantic: 0.804778, loss_idmrf: 18.881220, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:37:44,700 - INFO - [Train] step: 50499, loss_mpn: 0.034705, loss_rec: 0.075219, loss_semantic: 0.814559, loss_idmrf: 18.948837, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:38:40,475 - INFO - [Train] step: 50599, loss_mpn: 0.028898, loss_rec: 0.053449, loss_semantic: 0.664650, loss_idmrf: 14.798550, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:39:36,135 - INFO - [Train] step: 50699, loss_mpn: 0.058852, loss_rec: 0.077066, loss_semantic: 0.852822, loss_idmrf: 22.567688, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:40:31,972 - INFO - [Train] step: 50799, loss_mpn: 0.046279, loss_rec: 0.075220, loss_semantic: 0.785060, loss_idmrf: 17.065742, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:41:27,743 - INFO - [Train] step: 50899, loss_mpn: 0.033943, loss_rec: 0.063777, loss_semantic: 0.714085, loss_idmrf: 16.416016, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:42:23,475 - INFO - [Train] step: 50999, loss_mpn: 0.063335, loss_rec: 0.097715, loss_semantic: 0.991479, loss_idmrf: 30.083443, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:44:31,197 - INFO - [Eval] step: 50999, bce: 0.117245, psnr: 23.882011, ssim: 0.814680
+2023-03-20 01:45:31,918 - INFO - [Train] step: 51099, loss_mpn: 0.030771, loss_rec: 0.071833, loss_semantic: 0.796594, loss_idmrf: 21.741667, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:46:27,724 - INFO - [Train] step: 51199, loss_mpn: 0.051950, loss_rec: 0.089646, loss_semantic: 0.973252, loss_idmrf: 23.857327, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:47:23,696 - INFO - [Train] step: 51299, loss_mpn: 0.042657, loss_rec: 0.065687, loss_semantic: 0.776991, loss_idmrf: 18.034872, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:48:19,560 - INFO - [Train] step: 51399, loss_mpn: 0.041508, loss_rec: 0.064908, loss_semantic: 0.783521, loss_idmrf: 18.395340, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:49:15,291 - INFO - [Train] step: 51499, loss_mpn: 0.031214, loss_rec: 0.062439, loss_semantic: 0.784885, loss_idmrf: 20.468376, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:50:10,933 - INFO - [Train] step: 51599, loss_mpn: 0.032299, loss_rec: 0.070484, loss_semantic: 0.800650, loss_idmrf: 27.554081, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:51:06,500 - INFO - [Train] step: 51699, loss_mpn: 0.034964, loss_rec: 0.064242, loss_semantic: 0.765641, loss_idmrf: 18.315243, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:52:02,084 - INFO - [Train] step: 51799, loss_mpn: 0.039411, loss_rec: 0.066463, loss_semantic: 0.739286, loss_idmrf: 20.030884, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:52:57,539 - INFO - [Train] step: 51899, loss_mpn: 0.034198, loss_rec: 0.058595, loss_semantic: 0.723784, loss_idmrf: 14.861959, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:53:53,043 - INFO - [Train] step: 51999, loss_mpn: 0.043137, loss_rec: 0.077061, loss_semantic: 0.803676, loss_idmrf: 18.015392, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:55:57,728 - INFO - [Eval] step: 51999, bce: 0.118394, psnr: 24.127943, ssim: 0.824790
+2023-03-20 01:56:58,565 - INFO - [Train] step: 52099, loss_mpn: 0.027030, loss_rec: 0.060163, loss_semantic: 0.711376, loss_idmrf: 14.872162, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:57:54,348 - INFO - [Train] step: 52199, loss_mpn: 0.039575, loss_rec: 0.082536, loss_semantic: 0.874264, loss_idmrf: 27.409832, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:58:50,194 - INFO - [Train] step: 52299, loss_mpn: 0.027940, loss_rec: 0.063159, loss_semantic: 0.809707, loss_idmrf: 20.260714, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:59:46,008 - INFO - [Train] step: 52399, loss_mpn: 0.030138, loss_rec: 0.068061, loss_semantic: 0.767226, loss_idmrf: 20.365675, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:00:41,752 - INFO - [Train] step: 52499, loss_mpn: 0.041112, loss_rec: 0.070400, loss_semantic: 0.792485, loss_idmrf: 18.113052, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:01:38,557 - INFO - [Train] step: 52599, loss_mpn: 0.053750, loss_rec: 0.060968, loss_semantic: 0.781134, loss_idmrf: 15.661041, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:02:34,158 - INFO - [Train] step: 52699, loss_mpn: 0.040434, loss_rec: 0.074024, loss_semantic: 0.832859, loss_idmrf: 22.041927, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:03:29,627 - INFO - [Train] step: 52799, loss_mpn: 0.056915, loss_rec: 0.084945, loss_semantic: 0.925323, loss_idmrf: 27.955103, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:04:25,152 - INFO - [Train] step: 52899, loss_mpn: 0.043491, loss_rec: 0.073579, loss_semantic: 0.832728, loss_idmrf: 21.481451, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:05:20,679 - INFO - [Train] step: 52999, loss_mpn: 0.043936, loss_rec: 0.069678, loss_semantic: 0.803002, loss_idmrf: 18.542065, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:07:27,923 - INFO - [Eval] step: 52999, bce: 0.116525, psnr: 24.162508, ssim: 0.825785
+2023-03-20 02:08:28,537 - INFO - [Train] step: 53099, loss_mpn: 0.037434, loss_rec: 0.064489, loss_semantic: 0.740585, loss_idmrf: 17.522305, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:09:24,231 - INFO - [Train] step: 53199, loss_mpn: 0.037847, loss_rec: 0.074260, loss_semantic: 0.799684, loss_idmrf: 16.567982, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:10:20,156 - INFO - [Train] step: 53299, loss_mpn: 0.033925, loss_rec: 0.054345, loss_semantic: 0.716367, loss_idmrf: 16.929249, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:11:16,010 - INFO - [Train] step: 53399, loss_mpn: 0.042842, loss_rec: 0.056464, loss_semantic: 0.687612, loss_idmrf: 16.084955, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:12:11,703 - INFO - [Train] step: 53499, loss_mpn: 0.036496, loss_rec: 0.068581, loss_semantic: 0.762492, loss_idmrf: 20.629210, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:13:07,362 - INFO - [Train] step: 53599, loss_mpn: 0.036513, loss_rec: 0.068009, loss_semantic: 0.790046, loss_idmrf: 25.500080, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:14:02,895 - INFO - [Train] step: 53699, loss_mpn: 0.018449, loss_rec: 0.054021, loss_semantic: 0.653657, loss_idmrf: 13.301538, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:14:58,543 - INFO - [Train] step: 53799, loss_mpn: 0.064514, loss_rec: 0.073443, loss_semantic: 0.853885, loss_idmrf: 23.798145, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:15:54,119 - INFO - [Train] step: 53899, loss_mpn: 0.059045, loss_rec: 0.084667, loss_semantic: 0.865092, loss_idmrf: 24.932350, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:16:49,756 - INFO - [Train] step: 53999, loss_mpn: 0.052094, loss_rec: 0.076393, loss_semantic: 0.854517, loss_idmrf: 16.878775, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:18:55,095 - INFO - [Eval] step: 53999, bce: 0.105845, psnr: 24.273205, ssim: 0.826403
+2023-03-20 02:19:56,102 - INFO - [Train] step: 54099, loss_mpn: 0.026125, loss_rec: 0.049799, loss_semantic: 0.631088, loss_idmrf: 11.325342, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:20:52,045 - INFO - [Train] step: 54199, loss_mpn: 0.044052, loss_rec: 0.085185, loss_semantic: 0.813002, loss_idmrf: 21.818130, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:21:47,963 - INFO - [Train] step: 54299, loss_mpn: 0.038891, loss_rec: 0.063680, loss_semantic: 0.751836, loss_idmrf: 17.001602, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:22:43,784 - INFO - [Train] step: 54399, loss_mpn: 0.042762, loss_rec: 0.065005, loss_semantic: 0.765669, loss_idmrf: 19.864225, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:23:39,590 - INFO - [Train] step: 54499, loss_mpn: 0.031635, loss_rec: 0.075459, loss_semantic: 0.859385, loss_idmrf: 23.859221, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:24:35,337 - INFO - [Train] step: 54599, loss_mpn: 0.040177, loss_rec: 0.069602, loss_semantic: 0.786777, loss_idmrf: 19.451525, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:25:31,139 - INFO - [Train] step: 54699, loss_mpn: 0.032998, loss_rec: 0.070145, loss_semantic: 0.739079, loss_idmrf: 17.323158, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:26:26,881 - INFO - [Train] step: 54799, loss_mpn: 0.029606, loss_rec: 0.072897, loss_semantic: 0.792116, loss_idmrf: 22.489256, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:27:22,593 - INFO - [Train] step: 54899, loss_mpn: 0.046715, loss_rec: 0.083877, loss_semantic: 0.836939, loss_idmrf: 26.601368, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:28:18,219 - INFO - [Train] step: 54999, loss_mpn: 0.032184, loss_rec: 0.061019, loss_semantic: 0.761952, loss_idmrf: 19.343868, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:30:23,515 - INFO - [Eval] step: 54999, bce: 0.106486, psnr: 24.262897, ssim: 0.828579
+2023-03-20 02:31:24,299 - INFO - [Train] step: 55099, loss_mpn: 0.065951, loss_rec: 0.086622, loss_semantic: 0.937262, loss_idmrf: 31.496555, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:32:20,290 - INFO - [Train] step: 55199, loss_mpn: 0.049255, loss_rec: 0.077452, loss_semantic: 0.848676, loss_idmrf: 22.058403, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:33:16,357 - INFO - [Train] step: 55299, loss_mpn: 0.039069, loss_rec: 0.071798, loss_semantic: 0.850906, loss_idmrf: 20.470100, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:34:12,232 - INFO - [Train] step: 55399, loss_mpn: 0.020422, loss_rec: 0.056948, loss_semantic: 0.665104, loss_idmrf: 13.804531, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:35:08,004 - INFO - [Train] step: 55499, loss_mpn: 0.035756, loss_rec: 0.066345, loss_semantic: 0.789287, loss_idmrf: 15.210558, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:36:03,750 - INFO - [Train] step: 55599, loss_mpn: 0.036515, loss_rec: 0.064136, loss_semantic: 0.777549, loss_idmrf: 19.405474, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:36:59,499 - INFO - [Train] step: 55699, loss_mpn: 0.038450, loss_rec: 0.068156, loss_semantic: 0.763076, loss_idmrf: 18.428120, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:37:55,264 - INFO - [Train] step: 55799, loss_mpn: 0.061716, loss_rec: 0.071746, loss_semantic: 0.870970, loss_idmrf: 29.786030, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:38:51,027 - INFO - [Train] step: 55899, loss_mpn: 0.057828, loss_rec: 0.085630, loss_semantic: 0.852305, loss_idmrf: 25.392956, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:39:46,792 - INFO - [Train] step: 55999, loss_mpn: 0.038317, loss_rec: 0.078526, loss_semantic: 0.797568, loss_idmrf: 19.766472, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:41:53,417 - INFO - [Eval] step: 55999, bce: 0.115615, psnr: 24.320631, ssim: 0.827390
+2023-03-20 02:42:54,590 - INFO - [Train] step: 56099, loss_mpn: 0.041915, loss_rec: 0.076469, loss_semantic: 0.844158, loss_idmrf: 20.629185, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:43:50,781 - INFO - [Train] step: 56199, loss_mpn: 0.044810, loss_rec: 0.080442, loss_semantic: 0.877619, loss_idmrf: 26.796432, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:44:46,982 - INFO - [Train] step: 56299, loss_mpn: 0.027685, loss_rec: 0.060756, loss_semantic: 0.738179, loss_idmrf: 14.509778, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:45:43,047 - INFO - [Train] step: 56399, loss_mpn: 0.044250, loss_rec: 0.072488, loss_semantic: 0.862400, loss_idmrf: 21.812416, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:46:39,051 - INFO - [Train] step: 56499, loss_mpn: 0.036992, loss_rec: 0.066335, loss_semantic: 0.824733, loss_idmrf: 16.980120, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:47:34,946 - INFO - [Train] step: 56599, loss_mpn: 0.021715, loss_rec: 0.045152, loss_semantic: 0.627492, loss_idmrf: 14.652371, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:48:30,719 - INFO - [Train] step: 56699, loss_mpn: 0.072190, loss_rec: 0.079260, loss_semantic: 0.874890, loss_idmrf: 21.657587, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:49:26,574 - INFO - [Train] step: 56799, loss_mpn: 0.039131, loss_rec: 0.072726, loss_semantic: 0.830492, loss_idmrf: 18.211750, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:50:22,381 - INFO - [Train] step: 56899, loss_mpn: 0.018589, loss_rec: 0.054110, loss_semantic: 0.657416, loss_idmrf: 16.065117, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:51:18,217 - INFO - [Train] step: 56999, loss_mpn: 0.030559, loss_rec: 0.066973, loss_semantic: 0.806468, loss_idmrf: 17.249954, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:53:24,801 - INFO - [Eval] step: 56999, bce: 0.110571, psnr: 24.064970, ssim: 0.823624
+2023-03-20 02:54:25,778 - INFO - [Train] step: 57099, loss_mpn: 0.032498, loss_rec: 0.069608, loss_semantic: 0.778988, loss_idmrf: 18.413342, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:55:21,774 - INFO - [Train] step: 57199, loss_mpn: 0.038291, loss_rec: 0.073148, loss_semantic: 0.822365, loss_idmrf: 23.119890, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:56:17,859 - INFO - [Train] step: 57299, loss_mpn: 0.063293, loss_rec: 0.069888, loss_semantic: 0.785949, loss_idmrf: 23.679041, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:57:13,835 - INFO - [Train] step: 57399, loss_mpn: 0.046312, loss_rec: 0.077845, loss_semantic: 0.891344, loss_idmrf: 23.142496, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:58:09,821 - INFO - [Train] step: 57499, loss_mpn: 0.023314, loss_rec: 0.064048, loss_semantic: 0.762140, loss_idmrf: 16.917067, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:59:05,631 - INFO - [Train] step: 57599, loss_mpn: 0.022227, loss_rec: 0.057479, loss_semantic: 0.709798, loss_idmrf: 14.694643, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:00:01,556 - INFO - [Train] step: 57699, loss_mpn: 0.035972, loss_rec: 0.059312, loss_semantic: 0.718747, loss_idmrf: 20.331785, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:00:57,385 - INFO - [Train] step: 57799, loss_mpn: 0.040087, loss_rec: 0.068176, loss_semantic: 0.866076, loss_idmrf: 29.142662, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:01:53,265 - INFO - [Train] step: 57899, loss_mpn: 0.062761, loss_rec: 0.101184, loss_semantic: 0.915518, loss_idmrf: 24.326416, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:02:49,025 - INFO - [Train] step: 57999, loss_mpn: 0.034112, loss_rec: 0.058452, loss_semantic: 0.755184, loss_idmrf: 16.466072, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:04:53,374 - INFO - [Eval] step: 57999, bce: 0.114886, psnr: 24.212332, ssim: 0.823264
+2023-03-20 03:05:54,545 - INFO - [Train] step: 58099, loss_mpn: 0.046384, loss_rec: 0.076587, loss_semantic: 0.835908, loss_idmrf: 24.149403, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:06:50,625 - INFO - [Train] step: 58199, loss_mpn: 0.030667, loss_rec: 0.080437, loss_semantic: 0.870645, loss_idmrf: 21.556339, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:07:46,731 - INFO - [Train] step: 58299, loss_mpn: 0.023768, loss_rec: 0.053767, loss_semantic: 0.673910, loss_idmrf: 13.985721, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:08:42,725 - INFO - [Train] step: 58399, loss_mpn: 0.022531, loss_rec: 0.048228, loss_semantic: 0.668883, loss_idmrf: 12.790064, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:09:38,711 - INFO - [Train] step: 58499, loss_mpn: 0.029215, loss_rec: 0.066856, loss_semantic: 0.801117, loss_idmrf: 21.210413, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:10:34,709 - INFO - [Train] step: 58599, loss_mpn: 0.031317, loss_rec: 0.058575, loss_semantic: 0.721023, loss_idmrf: 15.920264, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:11:30,658 - INFO - [Train] step: 58699, loss_mpn: 0.036132, loss_rec: 0.065717, loss_semantic: 0.779641, loss_idmrf: 21.394255, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:12:26,488 - INFO - [Train] step: 58799, loss_mpn: 0.047657, loss_rec: 0.079962, loss_semantic: 0.874900, loss_idmrf: 24.753815, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:13:22,454 - INFO - [Train] step: 58899, loss_mpn: 0.020184, loss_rec: 0.045637, loss_semantic: 0.635201, loss_idmrf: 11.718838, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:14:18,361 - INFO - [Train] step: 58999, loss_mpn: 0.071601, loss_rec: 0.096898, loss_semantic: 0.946837, loss_idmrf: 25.905455, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:16:23,360 - INFO - [Eval] step: 58999, bce: 0.115716, psnr: 24.435532, ssim: 0.829691
+2023-03-20 03:17:24,741 - INFO - [Train] step: 59099, loss_mpn: 0.020599, loss_rec: 0.054209, loss_semantic: 0.684352, loss_idmrf: 17.810482, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:18:21,008 - INFO - [Train] step: 59199, loss_mpn: 0.045301, loss_rec: 0.079283, loss_semantic: 0.787477, loss_idmrf: 20.295031, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:19:17,199 - INFO - [Train] step: 59299, loss_mpn: 0.052157, loss_rec: 0.084530, loss_semantic: 0.881177, loss_idmrf: 24.109901, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:20:13,331 - INFO - [Train] step: 59399, loss_mpn: 0.033725, loss_rec: 0.061571, loss_semantic: 0.690488, loss_idmrf: 18.236828, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:21:09,453 - INFO - [Train] step: 59499, loss_mpn: 0.038958, loss_rec: 0.075835, loss_semantic: 0.800493, loss_idmrf: 21.292437, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:22:05,430 - INFO - [Train] step: 59599, loss_mpn: 0.044618, loss_rec: 0.077991, loss_semantic: 0.845441, loss_idmrf: 25.095240, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:23:01,373 - INFO - [Train] step: 59699, loss_mpn: 0.039296, loss_rec: 0.074583, loss_semantic: 0.821515, loss_idmrf: 18.765795, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:23:57,209 - INFO - [Train] step: 59799, loss_mpn: 0.019875, loss_rec: 0.054219, loss_semantic: 0.660534, loss_idmrf: 12.383837, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:24:53,069 - INFO - [Train] step: 59899, loss_mpn: 0.055654, loss_rec: 0.083829, loss_semantic: 0.887561, loss_idmrf: 21.238346, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:25:48,974 - INFO - [Train] step: 59999, loss_mpn: 0.039497, loss_rec: 0.060700, loss_semantic: 0.737415, loss_idmrf: 19.533592, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:27:53,892 - INFO - [Eval] step: 59999, bce: 0.105929, psnr: 24.330124, ssim: 0.829448
+2023-03-20 03:28:56,367 - INFO - [Train] step: 60099, loss_mpn: 0.033721, loss_rec: 0.061959, loss_semantic: 0.754358, loss_idmrf: 18.427084, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:29:52,546 - INFO - [Train] step: 60199, loss_mpn: 0.042172, loss_rec: 0.077741, loss_semantic: 0.887314, loss_idmrf: 25.060932, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:30:48,699 - INFO - [Train] step: 60299, loss_mpn: 0.050593, loss_rec: 0.090516, loss_semantic: 0.847793, loss_idmrf: 24.476860, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:31:44,918 - INFO - [Train] step: 60399, loss_mpn: 0.041595, loss_rec: 0.075836, loss_semantic: 0.897989, loss_idmrf: 24.229219, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:32:40,995 - INFO - [Train] step: 60499, loss_mpn: 0.047732, loss_rec: 0.080444, loss_semantic: 0.905637, loss_idmrf: 25.554874, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:33:36,857 - INFO - [Train] step: 60599, loss_mpn: 0.029645, loss_rec: 0.075955, loss_semantic: 0.825052, loss_idmrf: 18.042408, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:34:32,753 - INFO - [Train] step: 60699, loss_mpn: 0.051219, loss_rec: 0.080044, loss_semantic: 0.838231, loss_idmrf: 24.402626, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:35:28,670 - INFO - [Train] step: 60799, loss_mpn: 0.033100, loss_rec: 0.068041, loss_semantic: 0.779066, loss_idmrf: 17.973503, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:36:24,598 - INFO - [Train] step: 60899, loss_mpn: 0.060228, loss_rec: 0.082942, loss_semantic: 0.867543, loss_idmrf: 20.745289, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:37:20,448 - INFO - [Train] step: 60999, loss_mpn: 0.031880, loss_rec: 0.064712, loss_semantic: 0.713742, loss_idmrf: 18.593821, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:39:28,561 - INFO - [Eval] step: 60999, bce: 0.104333, psnr: 24.443752, ssim: 0.831293
+2023-03-20 03:40:29,560 - INFO - [Train] step: 61099, loss_mpn: 0.034379, loss_rec: 0.068593, loss_semantic: 0.802416, loss_idmrf: 19.524540, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:41:25,806 - INFO - [Train] step: 61199, loss_mpn: 0.074117, loss_rec: 0.094402, loss_semantic: 0.992880, loss_idmrf: 24.394302, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:42:22,019 - INFO - [Train] step: 61299, loss_mpn: 0.031653, loss_rec: 0.071122, loss_semantic: 0.816650, loss_idmrf: 22.094776, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:43:18,058 - INFO - [Train] step: 61399, loss_mpn: 0.065166, loss_rec: 0.100130, loss_semantic: 0.985714, loss_idmrf: 29.697834, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:44:14,096 - INFO - [Train] step: 61499, loss_mpn: 0.043550, loss_rec: 0.076228, loss_semantic: 0.837626, loss_idmrf: 22.764641, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:45:10,072 - INFO - [Train] step: 61599, loss_mpn: 0.049479, loss_rec: 0.060454, loss_semantic: 0.716641, loss_idmrf: 17.397867, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:46:06,059 - INFO - [Train] step: 61699, loss_mpn: 0.039402, loss_rec: 0.074981, loss_semantic: 0.792925, loss_idmrf: 20.476217, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:47:01,978 - INFO - [Train] step: 61799, loss_mpn: 0.028711, loss_rec: 0.062332, loss_semantic: 0.708730, loss_idmrf: 18.253498, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:47:57,842 - INFO - [Train] step: 61899, loss_mpn: 0.034430, loss_rec: 0.060086, loss_semantic: 0.718936, loss_idmrf: 19.093231, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:48:53,756 - INFO - [Train] step: 61999, loss_mpn: 0.054689, loss_rec: 0.068328, loss_semantic: 0.788332, loss_idmrf: 19.857590, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:51:00,775 - INFO - [Eval] step: 61999, bce: 0.130713, psnr: 24.361265, ssim: 0.823674
+2023-03-20 03:52:01,702 - INFO - [Train] step: 62099, loss_mpn: 0.045376, loss_rec: 0.077642, loss_semantic: 0.830735, loss_idmrf: 17.425383, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:52:57,810 - INFO - [Train] step: 62199, loss_mpn: 0.051140, loss_rec: 0.294969, loss_semantic: 1.339629, loss_idmrf: 66.260696, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:53:54,077 - INFO - [Train] step: 62299, loss_mpn: 0.069678, loss_rec: 0.093751, loss_semantic: 0.969784, loss_idmrf: 28.997229, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:54:50,124 - INFO - [Train] step: 62399, loss_mpn: 0.033539, loss_rec: 0.065681, loss_semantic: 0.819544, loss_idmrf: 19.780005, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:55:46,087 - INFO - [Train] step: 62499, loss_mpn: 0.032523, loss_rec: 0.061926, loss_semantic: 0.716331, loss_idmrf: 17.138693, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:56:42,095 - INFO - [Train] step: 62599, loss_mpn: 0.035345, loss_rec: 0.058953, loss_semantic: 0.711310, loss_idmrf: 17.027382, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:57:38,162 - INFO - [Train] step: 62699, loss_mpn: 0.048000, loss_rec: 0.070103, loss_semantic: 0.750474, loss_idmrf: 19.672129, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:58:33,949 - INFO - [Train] step: 62799, loss_mpn: 0.037380, loss_rec: 0.079188, loss_semantic: 0.860067, loss_idmrf: 22.361130, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:59:29,797 - INFO - [Train] step: 62899, loss_mpn: 0.033098, loss_rec: 0.058939, loss_semantic: 0.717957, loss_idmrf: 17.104231, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:00:25,746 - INFO - [Train] step: 62999, loss_mpn: 0.044326, loss_rec: 0.078241, loss_semantic: 0.839482, loss_idmrf: 19.721409, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:02:31,380 - INFO - [Eval] step: 62999, bce: 0.099473, psnr: 24.419884, ssim: 0.829513
+2023-03-20 04:03:32,583 - INFO - [Train] step: 63099, loss_mpn: 0.024942, loss_rec: 0.059266, loss_semantic: 0.688431, loss_idmrf: 13.990507, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:04:28,762 - INFO - [Train] step: 63199, loss_mpn: 0.046535, loss_rec: 0.071572, loss_semantic: 0.791117, loss_idmrf: 17.813644, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:05:24,891 - INFO - [Train] step: 63299, loss_mpn: 0.047263, loss_rec: 0.069852, loss_semantic: 0.823320, loss_idmrf: 22.941395, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:06:20,929 - INFO - [Train] step: 63399, loss_mpn: 0.041853, loss_rec: 0.066932, loss_semantic: 0.798132, loss_idmrf: 18.630003, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:07:16,922 - INFO - [Train] step: 63499, loss_mpn: 0.039121, loss_rec: 0.067573, loss_semantic: 0.786943, loss_idmrf: 18.194418, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:08:12,884 - INFO - [Train] step: 63599, loss_mpn: 0.058286, loss_rec: 0.060121, loss_semantic: 0.738670, loss_idmrf: 15.714184, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:09:08,740 - INFO - [Train] step: 63699, loss_mpn: 0.038018, loss_rec: 0.066326, loss_semantic: 0.753450, loss_idmrf: 19.698183, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:10:04,760 - INFO - [Train] step: 63799, loss_mpn: 0.026934, loss_rec: 0.056761, loss_semantic: 0.683083, loss_idmrf: 14.355603, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:11:00,633 - INFO - [Train] step: 63899, loss_mpn: 0.030441, loss_rec: 0.054808, loss_semantic: 0.729319, loss_idmrf: 16.949680, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:11:56,508 - INFO - [Train] step: 63999, loss_mpn: 0.024162, loss_rec: 0.060487, loss_semantic: 0.730110, loss_idmrf: 17.508987, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:14:04,523 - INFO - [Eval] step: 63999, bce: 0.104652, psnr: 24.412443, ssim: 0.826688
+2023-03-20 04:15:06,413 - INFO - [Train] step: 64099, loss_mpn: 0.059261, loss_rec: 0.064629, loss_semantic: 0.788056, loss_idmrf: 21.013531, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:16:02,628 - INFO - [Train] step: 64199, loss_mpn: 0.036518, loss_rec: 0.058362, loss_semantic: 0.734715, loss_idmrf: 18.384678, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:16:58,695 - INFO - [Train] step: 64299, loss_mpn: 0.032316, loss_rec: 0.074612, loss_semantic: 0.832353, loss_idmrf: 19.749483, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:17:54,766 - INFO - [Train] step: 64399, loss_mpn: 0.032951, loss_rec: 0.062695, loss_semantic: 0.768022, loss_idmrf: 19.749809, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:18:50,612 - INFO - [Train] step: 64499, loss_mpn: 0.030717, loss_rec: 0.059924, loss_semantic: 0.744538, loss_idmrf: 15.201106, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:19:46,440 - INFO - [Train] step: 64599, loss_mpn: 0.043152, loss_rec: 0.071784, loss_semantic: 0.813335, loss_idmrf: 24.582548, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:20:42,209 - INFO - [Train] step: 64699, loss_mpn: 0.032829, loss_rec: 0.065555, loss_semantic: 0.744805, loss_idmrf: 17.047131, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:21:37,921 - INFO - [Train] step: 64799, loss_mpn: 0.030418, loss_rec: 0.066092, loss_semantic: 0.776740, loss_idmrf: 19.180237, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:22:33,657 - INFO - [Train] step: 64899, loss_mpn: 0.044828, loss_rec: 0.079457, loss_semantic: 0.857528, loss_idmrf: 27.340685, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:23:29,338 - INFO - [Train] step: 64999, loss_mpn: 0.040696, loss_rec: 0.071334, loss_semantic: 0.861962, loss_idmrf: 25.963493, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:25:38,133 - INFO - [Eval] step: 64999, bce: 0.107132, psnr: 24.486570, ssim: 0.831547
+2023-03-20 04:26:39,390 - INFO - [Train] step: 65099, loss_mpn: 0.055910, loss_rec: 0.095288, loss_semantic: 0.944502, loss_idmrf: 28.003832, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:27:35,394 - INFO - [Train] step: 65199, loss_mpn: 0.049533, loss_rec: 0.084733, loss_semantic: 0.915841, loss_idmrf: 27.669870, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:28:31,582 - INFO - [Train] step: 65299, loss_mpn: 0.036677, loss_rec: 0.056900, loss_semantic: 0.731013, loss_idmrf: 19.955132, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:29:27,673 - INFO - [Train] step: 65399, loss_mpn: 0.029917, loss_rec: 0.054302, loss_semantic: 0.684581, loss_idmrf: 13.732366, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:30:23,650 - INFO - [Train] step: 65499, loss_mpn: 0.035879, loss_rec: 0.080782, loss_semantic: 0.793566, loss_idmrf: 16.255844, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:31:19,615 - INFO - [Train] step: 65599, loss_mpn: 0.051891, loss_rec: 0.092896, loss_semantic: 0.964682, loss_idmrf: 27.697474, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:32:15,527 - INFO - [Train] step: 65699, loss_mpn: 0.047827, loss_rec: 0.072221, loss_semantic: 0.806492, loss_idmrf: 20.198603, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:33:11,419 - INFO - [Train] step: 65799, loss_mpn: 0.042365, loss_rec: 0.074464, loss_semantic: 0.824814, loss_idmrf: 22.076986, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:34:07,217 - INFO - [Train] step: 65899, loss_mpn: 0.049612, loss_rec: 0.079283, loss_semantic: 0.843909, loss_idmrf: 25.033134, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:35:03,031 - INFO - [Train] step: 65999, loss_mpn: 0.041698, loss_rec: 0.073506, loss_semantic: 0.827527, loss_idmrf: 21.921886, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:37:11,027 - INFO - [Eval] step: 65999, bce: 0.097487, psnr: 24.580282, ssim: 0.832666
+2023-03-20 04:38:12,066 - INFO - [Train] step: 66099, loss_mpn: 0.031738, loss_rec: 0.072547, loss_semantic: 0.799952, loss_idmrf: 18.339233, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:39:08,321 - INFO - [Train] step: 66199, loss_mpn: 0.023984, loss_rec: 0.051259, loss_semantic: 0.656040, loss_idmrf: 10.786389, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:40:04,463 - INFO - [Train] step: 66299, loss_mpn: 0.031879, loss_rec: 0.060769, loss_semantic: 0.706522, loss_idmrf: 19.594568, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:41:00,454 - INFO - [Train] step: 66399, loss_mpn: 0.062075, loss_rec: 0.087902, loss_semantic: 0.926851, loss_idmrf: 22.276323, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:41:56,498 - INFO - [Train] step: 66499, loss_mpn: 0.046257, loss_rec: 0.099733, loss_semantic: 0.956426, loss_idmrf: 21.516472, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:42:52,456 - INFO - [Train] step: 66599, loss_mpn: 0.031458, loss_rec: 0.062918, loss_semantic: 0.766068, loss_idmrf: 18.154337, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:43:48,307 - INFO - [Train] step: 66699, loss_mpn: 0.039330, loss_rec: 0.077932, loss_semantic: 0.768995, loss_idmrf: 23.537504, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:44:44,184 - INFO - [Train] step: 66799, loss_mpn: 0.028081, loss_rec: 0.063892, loss_semantic: 0.771787, loss_idmrf: 17.486401, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:45:40,014 - INFO - [Train] step: 66899, loss_mpn: 0.030505, loss_rec: 0.085859, loss_semantic: 0.931835, loss_idmrf: 23.642872, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:46:35,866 - INFO - [Train] step: 66999, loss_mpn: 0.028843, loss_rec: 0.080873, loss_semantic: 0.843485, loss_idmrf: 20.574783, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:48:43,963 - INFO - [Eval] step: 66999, bce: 0.107537, psnr: 24.594433, ssim: 0.832976
+2023-03-20 04:49:44,907 - INFO - [Train] step: 67099, loss_mpn: 0.031737, loss_rec: 0.062481, loss_semantic: 0.725804, loss_idmrf: 15.918562, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:50:41,144 - INFO - [Train] step: 67199, loss_mpn: 0.033965, loss_rec: 0.078319, loss_semantic: 0.790077, loss_idmrf: 20.594864, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:51:37,337 - INFO - [Train] step: 67299, loss_mpn: 0.050888, loss_rec: 0.062118, loss_semantic: 0.723233, loss_idmrf: 16.982014, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:52:33,462 - INFO - [Train] step: 67399, loss_mpn: 0.064999, loss_rec: 0.090642, loss_semantic: 0.957235, loss_idmrf: 27.808338, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:53:29,539 - INFO - [Train] step: 67499, loss_mpn: 0.039467, loss_rec: 0.073096, loss_semantic: 0.772480, loss_idmrf: 21.151079, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:54:26,648 - INFO - [Train] step: 67599, loss_mpn: 0.036416, loss_rec: 0.068222, loss_semantic: 0.834523, loss_idmrf: 18.775208, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:55:22,731 - INFO - [Train] step: 67699, loss_mpn: 0.050405, loss_rec: 0.080380, loss_semantic: 0.814688, loss_idmrf: 23.382290, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:56:18,722 - INFO - [Train] step: 67799, loss_mpn: 0.042519, loss_rec: 0.072341, loss_semantic: 0.827774, loss_idmrf: 18.646608, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:57:14,598 - INFO - [Train] step: 67899, loss_mpn: 0.028302, loss_rec: 0.066489, loss_semantic: 0.788028, loss_idmrf: 18.776745, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:58:10,506 - INFO - [Train] step: 67999, loss_mpn: 0.037088, loss_rec: 0.071613, loss_semantic: 0.768442, loss_idmrf: 16.833401, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:00:16,279 - INFO - [Eval] step: 67999, bce: 0.112322, psnr: 24.580511, ssim: 0.834566
+2023-03-20 05:01:17,219 - INFO - [Train] step: 68099, loss_mpn: 0.042019, loss_rec: 0.085816, loss_semantic: 0.847158, loss_idmrf: 24.715725, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:02:13,222 - INFO - [Train] step: 68199, loss_mpn: 0.038656, loss_rec: 0.077349, loss_semantic: 0.804671, loss_idmrf: 19.312119, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:03:09,328 - INFO - [Train] step: 68299, loss_mpn: 0.038667, loss_rec: 0.066575, loss_semantic: 0.739169, loss_idmrf: 22.830063, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:04:05,281 - INFO - [Train] step: 68399, loss_mpn: 0.031588, loss_rec: 0.066219, loss_semantic: 0.782282, loss_idmrf: 15.951779, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:05:01,190 - INFO - [Train] step: 68499, loss_mpn: 0.032843, loss_rec: 0.068559, loss_semantic: 0.833063, loss_idmrf: 19.859028, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:05:57,067 - INFO - [Train] step: 68599, loss_mpn: 0.060631, loss_rec: 0.080629, loss_semantic: 0.879029, loss_idmrf: 22.479649, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:06:52,863 - INFO - [Train] step: 68699, loss_mpn: 0.032128, loss_rec: 0.068074, loss_semantic: 0.743796, loss_idmrf: 17.653124, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:07:48,669 - INFO - [Train] step: 68799, loss_mpn: 0.057708, loss_rec: 0.077331, loss_semantic: 0.855610, loss_idmrf: 25.196037, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:08:44,476 - INFO - [Train] step: 68899, loss_mpn: 0.044738, loss_rec: 0.071429, loss_semantic: 0.783480, loss_idmrf: 18.625324, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:09:40,299 - INFO - [Train] step: 68999, loss_mpn: 0.021933, loss_rec: 0.051493, loss_semantic: 0.630783, loss_idmrf: 12.942118, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:11:44,836 - INFO - [Eval] step: 68999, bce: 0.095392, psnr: 24.323832, ssim: 0.829562
+2023-03-20 05:12:45,890 - INFO - [Train] step: 69099, loss_mpn: 0.018274, loss_rec: 0.052454, loss_semantic: 0.724473, loss_idmrf: 17.157284, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:13:41,940 - INFO - [Train] step: 69199, loss_mpn: 0.028771, loss_rec: 0.059702, loss_semantic: 0.735249, loss_idmrf: 16.341675, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:14:38,019 - INFO - [Train] step: 69299, loss_mpn: 0.028466, loss_rec: 0.048514, loss_semantic: 0.605536, loss_idmrf: 14.215767, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:15:33,950 - INFO - [Train] step: 69399, loss_mpn: 0.051120, loss_rec: 0.085213, loss_semantic: 0.847581, loss_idmrf: 24.025829, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:16:29,761 - INFO - [Train] step: 69499, loss_mpn: 0.042805, loss_rec: 0.071827, loss_semantic: 0.793402, loss_idmrf: 23.465204, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:17:25,796 - INFO - [Train] step: 69599, loss_mpn: 0.043906, loss_rec: 0.073864, loss_semantic: 0.827431, loss_idmrf: 22.493168, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:18:21,574 - INFO - [Train] step: 69699, loss_mpn: 0.035119, loss_rec: 0.070736, loss_semantic: 0.796085, loss_idmrf: 19.220604, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:19:17,397 - INFO - [Train] step: 69799, loss_mpn: 0.058301, loss_rec: 0.086294, loss_semantic: 0.909966, loss_idmrf: 24.468769, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:20:13,242 - INFO - [Train] step: 69899, loss_mpn: 0.029923, loss_rec: 0.066154, loss_semantic: 0.794790, loss_idmrf: 12.994884, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:21:08,982 - INFO - [Train] step: 69999, loss_mpn: 0.040551, loss_rec: 0.068874, loss_semantic: 0.785321, loss_idmrf: 25.281858, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:23:16,052 - INFO - [Eval] step: 69999, bce: 0.098516, psnr: 24.642012, ssim: 0.834942
+2023-03-20 05:24:16,904 - INFO - [Train] step: 70099, loss_mpn: 0.032093, loss_rec: 0.071340, loss_semantic: 0.807681, loss_idmrf: 18.990961, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:25:13,044 - INFO - [Train] step: 70199, loss_mpn: 0.034204, loss_rec: 0.074745, loss_semantic: 0.802883, loss_idmrf: 18.726460, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:26:09,150 - INFO - [Train] step: 70299, loss_mpn: 0.044462, loss_rec: 0.064307, loss_semantic: 0.707398, loss_idmrf: 16.473782, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:27:05,104 - INFO - [Train] step: 70399, loss_mpn: 0.044232, loss_rec: 0.068349, loss_semantic: 0.869523, loss_idmrf: 23.348125, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:28:00,974 - INFO - [Train] step: 70499, loss_mpn: 0.031658, loss_rec: 0.078591, loss_semantic: 0.809526, loss_idmrf: 23.748470, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:28:56,869 - INFO - [Train] step: 70599, loss_mpn: 0.048539, loss_rec: 0.074890, loss_semantic: 0.811349, loss_idmrf: 20.972984, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:29:52,653 - INFO - [Train] step: 70699, loss_mpn: 0.042764, loss_rec: 0.076558, loss_semantic: 0.846696, loss_idmrf: 23.370970, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:30:48,552 - INFO - [Train] step: 70799, loss_mpn: 0.048044, loss_rec: 0.071788, loss_semantic: 0.815272, loss_idmrf: 18.203011, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:31:44,495 - INFO - [Train] step: 70899, loss_mpn: 0.051819, loss_rec: 0.078890, loss_semantic: 0.893591, loss_idmrf: 25.878302, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:32:40,258 - INFO - [Train] step: 70999, loss_mpn: 0.025262, loss_rec: 0.066296, loss_semantic: 0.792871, loss_idmrf: 19.316742, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:34:47,181 - INFO - [Eval] step: 70999, bce: 0.096390, psnr: 24.623903, ssim: 0.833421
+2023-03-20 05:35:48,101 - INFO - [Train] step: 71099, loss_mpn: 0.021582, loss_rec: 0.051689, loss_semantic: 0.704820, loss_idmrf: 16.068062, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:36:44,030 - INFO - [Train] step: 71199, loss_mpn: 0.035235, loss_rec: 0.084349, loss_semantic: 0.868056, loss_idmrf: 23.443985, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:37:40,144 - INFO - [Train] step: 71299, loss_mpn: 0.043636, loss_rec: 0.084275, loss_semantic: 0.898532, loss_idmrf: 22.075787, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:38:36,025 - INFO - [Train] step: 71399, loss_mpn: 0.045632, loss_rec: 0.075839, loss_semantic: 0.875826, loss_idmrf: 20.838221, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:39:31,855 - INFO - [Train] step: 71499, loss_mpn: 0.042047, loss_rec: 0.080862, loss_semantic: 0.822255, loss_idmrf: 17.114454, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:40:27,593 - INFO - [Train] step: 71599, loss_mpn: 0.029608, loss_rec: 0.073603, loss_semantic: 0.784901, loss_idmrf: 20.426552, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:41:23,294 - INFO - [Train] step: 71699, loss_mpn: 0.041293, loss_rec: 0.073657, loss_semantic: 0.831670, loss_idmrf: 18.654408, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:42:19,002 - INFO - [Train] step: 71799, loss_mpn: 0.032467, loss_rec: 0.067036, loss_semantic: 0.798227, loss_idmrf: 20.552299, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:43:14,692 - INFO - [Train] step: 71899, loss_mpn: 0.043420, loss_rec: 0.063959, loss_semantic: 0.757814, loss_idmrf: 19.363262, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:44:10,367 - INFO - [Train] step: 71999, loss_mpn: 0.040331, loss_rec: 0.066790, loss_semantic: 0.787668, loss_idmrf: 19.519892, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:46:16,204 - INFO - [Eval] step: 71999, bce: 0.104429, psnr: 24.548311, ssim: 0.836245
+2023-03-20 05:47:17,297 - INFO - [Train] step: 72099, loss_mpn: 0.041168, loss_rec: 0.082082, loss_semantic: 0.868521, loss_idmrf: 22.069054, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:48:13,314 - INFO - [Train] step: 72199, loss_mpn: 0.039857, loss_rec: 0.076246, loss_semantic: 0.834555, loss_idmrf: 24.624126, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:49:09,367 - INFO - [Train] step: 72299, loss_mpn: 0.027596, loss_rec: 0.066675, loss_semantic: 0.743581, loss_idmrf: 17.612946, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:50:05,263 - INFO - [Train] step: 72399, loss_mpn: 0.030881, loss_rec: 0.068733, loss_semantic: 0.778557, loss_idmrf: 19.484650, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:51:01,113 - INFO - [Train] step: 72499, loss_mpn: 0.037609, loss_rec: 0.074825, loss_semantic: 0.887144, loss_idmrf: 26.789518, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:51:56,984 - INFO - [Train] step: 72599, loss_mpn: 0.060176, loss_rec: 0.085184, loss_semantic: 0.961722, loss_idmrf: 22.141998, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:52:52,770 - INFO - [Train] step: 72699, loss_mpn: 0.034497, loss_rec: 0.071279, loss_semantic: 0.772652, loss_idmrf: 19.918562, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:53:48,512 - INFO - [Train] step: 72799, loss_mpn: 0.044760, loss_rec: 0.082550, loss_semantic: 0.887254, loss_idmrf: 23.782509, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:54:44,200 - INFO - [Train] step: 72899, loss_mpn: 0.056031, loss_rec: 0.092618, loss_semantic: 0.906930, loss_idmrf: 25.917913, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:55:39,877 - INFO - [Train] step: 72999, loss_mpn: 0.023472, loss_rec: 0.069514, loss_semantic: 0.739741, loss_idmrf: 17.310574, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:57:45,953 - INFO - [Eval] step: 72999, bce: 0.093320, psnr: 24.486076, ssim: 0.837138
+2023-03-20 05:58:46,771 - INFO - [Train] step: 73099, loss_mpn: 0.034514, loss_rec: 0.071089, loss_semantic: 0.766392, loss_idmrf: 20.050886, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:59:42,734 - INFO - [Train] step: 73199, loss_mpn: 0.046218, loss_rec: 0.078704, loss_semantic: 0.890107, loss_idmrf: 21.318249, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:00:38,782 - INFO - [Train] step: 73299, loss_mpn: 0.034624, loss_rec: 0.063833, loss_semantic: 0.776472, loss_idmrf: 19.398836, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:01:34,784 - INFO - [Train] step: 73399, loss_mpn: 0.040411, loss_rec: 0.075001, loss_semantic: 0.789721, loss_idmrf: 21.118572, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:02:30,692 - INFO - [Train] step: 73499, loss_mpn: 0.026526, loss_rec: 0.058450, loss_semantic: 0.693083, loss_idmrf: 17.931257, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:03:26,538 - INFO - [Train] step: 73599, loss_mpn: 0.041939, loss_rec: 0.090874, loss_semantic: 0.898900, loss_idmrf: 23.357050, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:04:22,487 - INFO - [Train] step: 73699, loss_mpn: 0.028674, loss_rec: 0.070003, loss_semantic: 0.781901, loss_idmrf: 20.330318, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:05:18,168 - INFO - [Train] step: 73799, loss_mpn: 0.030776, loss_rec: 0.059746, loss_semantic: 0.762459, loss_idmrf: 15.641944, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:06:13,910 - INFO - [Train] step: 73899, loss_mpn: 0.039792, loss_rec: 0.064571, loss_semantic: 0.763170, loss_idmrf: 20.896133, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:07:09,756 - INFO - [Train] step: 73999, loss_mpn: 0.033438, loss_rec: 0.065448, loss_semantic: 0.764362, loss_idmrf: 17.483955, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:09:15,588 - INFO - [Eval] step: 73999, bce: 0.101495, psnr: 24.742249, ssim: 0.837204
+2023-03-20 06:10:16,554 - INFO - [Train] step: 74099, loss_mpn: 0.032853, loss_rec: 0.066160, loss_semantic: 0.752453, loss_idmrf: 17.838928, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:11:12,609 - INFO - [Train] step: 74199, loss_mpn: 0.030626, loss_rec: 0.076463, loss_semantic: 0.804027, loss_idmrf: 21.229513, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:12:08,770 - INFO - [Train] step: 74299, loss_mpn: 0.038231, loss_rec: 0.059755, loss_semantic: 0.696304, loss_idmrf: 15.822147, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:13:04,907 - INFO - [Train] step: 74399, loss_mpn: 0.031307, loss_rec: 0.066341, loss_semantic: 0.783789, loss_idmrf: 16.705671, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:14:00,851 - INFO - [Train] step: 74499, loss_mpn: 0.032122, loss_rec: 0.061935, loss_semantic: 0.767318, loss_idmrf: 18.509056, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:14:56,784 - INFO - [Train] step: 74599, loss_mpn: 0.027489, loss_rec: 0.068519, loss_semantic: 0.782769, loss_idmrf: 17.612288, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:15:52,701 - INFO - [Train] step: 74699, loss_mpn: 0.036331, loss_rec: 0.084029, loss_semantic: 0.860491, loss_idmrf: 21.034132, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:16:48,513 - INFO - [Train] step: 74799, loss_mpn: 0.046546, loss_rec: 0.077710, loss_semantic: 0.846265, loss_idmrf: 22.350500, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:17:44,275 - INFO - [Train] step: 74899, loss_mpn: 0.033017, loss_rec: 0.073421, loss_semantic: 0.811947, loss_idmrf: 21.827625, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:18:40,104 - INFO - [Train] step: 74999, loss_mpn: 0.046649, loss_rec: 0.077604, loss_semantic: 0.919951, loss_idmrf: 24.875015, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:20:44,978 - INFO - [Eval] step: 74999, bce: 0.089102, psnr: 24.694181, ssim: 0.837624
+2023-03-20 06:21:47,283 - INFO - [Train] step: 75099, loss_mpn: 0.034012, loss_rec: 0.057160, loss_semantic: 0.736187, loss_idmrf: 20.135508, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:22:43,512 - INFO - [Train] step: 75199, loss_mpn: 0.015627, loss_rec: 0.049460, loss_semantic: 0.624148, loss_idmrf: 12.440526, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:23:39,813 - INFO - [Train] step: 75299, loss_mpn: 0.040090, loss_rec: 0.069919, loss_semantic: 0.780013, loss_idmrf: 22.523163, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:24:35,962 - INFO - [Train] step: 75399, loss_mpn: 0.026090, loss_rec: 0.068923, loss_semantic: 0.807276, loss_idmrf: 18.809139, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:25:32,005 - INFO - [Train] step: 75499, loss_mpn: 0.049730, loss_rec: 0.070060, loss_semantic: 0.772799, loss_idmrf: 17.782349, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:26:27,934 - INFO - [Train] step: 75599, loss_mpn: 0.050985, loss_rec: 0.093589, loss_semantic: 0.918316, loss_idmrf: 26.536278, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:27:23,925 - INFO - [Train] step: 75699, loss_mpn: 0.031509, loss_rec: 0.060868, loss_semantic: 0.768772, loss_idmrf: 17.137112, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:28:19,691 - INFO - [Train] step: 75799, loss_mpn: 0.040366, loss_rec: 0.081411, loss_semantic: 0.817919, loss_idmrf: 21.753153, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:29:15,405 - INFO - [Train] step: 75899, loss_mpn: 0.040118, loss_rec: 0.081710, loss_semantic: 0.860250, loss_idmrf: 22.078510, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:30:11,173 - INFO - [Train] step: 75999, loss_mpn: 0.023943, loss_rec: 0.055524, loss_semantic: 0.725459, loss_idmrf: 16.049885, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:32:16,232 - INFO - [Eval] step: 75999, bce: 0.092330, psnr: 24.798056, ssim: 0.838821
+2023-03-20 06:33:17,302 - INFO - [Train] step: 76099, loss_mpn: 0.043145, loss_rec: 0.070402, loss_semantic: 0.796071, loss_idmrf: 19.774075, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:34:13,375 - INFO - [Train] step: 76199, loss_mpn: 0.021466, loss_rec: 0.051911, loss_semantic: 0.649071, loss_idmrf: 15.643414, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:35:09,495 - INFO - [Train] step: 76299, loss_mpn: 0.043320, loss_rec: 0.062472, loss_semantic: 0.756037, loss_idmrf: 21.914272, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:36:05,481 - INFO - [Train] step: 76399, loss_mpn: 0.035076, loss_rec: 0.072578, loss_semantic: 0.784389, loss_idmrf: 20.655720, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:37:01,365 - INFO - [Train] step: 76499, loss_mpn: 0.017221, loss_rec: 0.045776, loss_semantic: 0.627569, loss_idmrf: 9.411575, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:37:57,198 - INFO - [Train] step: 76599, loss_mpn: 0.035941, loss_rec: 0.063106, loss_semantic: 0.691474, loss_idmrf: 18.703428, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:38:52,983 - INFO - [Train] step: 76699, loss_mpn: 0.028858, loss_rec: 0.074364, loss_semantic: 0.848586, loss_idmrf: 20.654964, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:39:48,835 - INFO - [Train] step: 76799, loss_mpn: 0.048380, loss_rec: 0.094226, loss_semantic: 0.942092, loss_idmrf: 24.716640, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:40:44,625 - INFO - [Train] step: 76899, loss_mpn: 0.037742, loss_rec: 0.067432, loss_semantic: 0.768040, loss_idmrf: 19.408829, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:41:40,462 - INFO - [Train] step: 76999, loss_mpn: 0.039758, loss_rec: 0.075809, loss_semantic: 0.795834, loss_idmrf: 18.593393, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:43:45,752 - INFO - [Eval] step: 76999, bce: 0.088111, psnr: 24.734150, ssim: 0.838141
+2023-03-20 06:44:46,812 - INFO - [Train] step: 77099, loss_mpn: 0.036216, loss_rec: 0.070257, loss_semantic: 0.792530, loss_idmrf: 17.351528, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:45:42,853 - INFO - [Train] step: 77199, loss_mpn: 0.018386, loss_rec: 0.056544, loss_semantic: 0.658800, loss_idmrf: 14.440313, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:46:39,040 - INFO - [Train] step: 77299, loss_mpn: 0.019703, loss_rec: 0.046233, loss_semantic: 0.620212, loss_idmrf: 12.723596, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:47:35,022 - INFO - [Train] step: 77399, loss_mpn: 0.044367, loss_rec: 0.073488, loss_semantic: 0.836781, loss_idmrf: 20.002783, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:48:30,914 - INFO - [Train] step: 77499, loss_mpn: 0.030857, loss_rec: 0.066436, loss_semantic: 0.717187, loss_idmrf: 19.124870, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:49:26,710 - INFO - [Train] step: 77599, loss_mpn: 0.064942, loss_rec: 0.090454, loss_semantic: 0.914570, loss_idmrf: 24.326971, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:50:22,494 - INFO - [Train] step: 77699, loss_mpn: 0.040635, loss_rec: 0.066982, loss_semantic: 0.800787, loss_idmrf: 19.827950, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:51:18,219 - INFO - [Train] step: 77799, loss_mpn: 0.020964, loss_rec: 0.041058, loss_semantic: 0.591769, loss_idmrf: 11.450120, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:52:13,898 - INFO - [Train] step: 77899, loss_mpn: 0.029195, loss_rec: 0.079162, loss_semantic: 0.836268, loss_idmrf: 19.663181, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:53:09,528 - INFO - [Train] step: 77999, loss_mpn: 0.024717, loss_rec: 0.062475, loss_semantic: 0.786705, loss_idmrf: 16.816963, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:55:10,988 - INFO - [Eval] step: 77999, bce: 0.093368, psnr: 24.699680, ssim: 0.839148
+2023-03-20 06:56:11,816 - INFO - [Train] step: 78099, loss_mpn: 0.040331, loss_rec: 0.060721, loss_semantic: 0.745575, loss_idmrf: 17.455362, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:57:07,865 - INFO - [Train] step: 78199, loss_mpn: 0.026653, loss_rec: 0.057987, loss_semantic: 0.738380, loss_idmrf: 17.357346, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:58:03,952 - INFO - [Train] step: 78299, loss_mpn: 0.030475, loss_rec: 0.067195, loss_semantic: 0.733563, loss_idmrf: 19.508390, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:58:59,841 - INFO - [Train] step: 78399, loss_mpn: 0.086539, loss_rec: 0.077884, loss_semantic: 0.846920, loss_idmrf: 23.708630, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:59:55,641 - INFO - [Train] step: 78499, loss_mpn: 0.056710, loss_rec: 0.079464, loss_semantic: 0.859710, loss_idmrf: 24.104961, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 07:00:51,418 - INFO - [Train] step: 78599, loss_mpn: 0.030104, loss_rec: 0.068443, loss_semantic: 0.781319, loss_idmrf: 16.324192, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 07:01:47,227 - INFO - [Train] step: 78699, loss_mpn: 0.066077, loss_rec: 0.084733, loss_semantic: 0.914723, loss_idmrf: 22.110569, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 07:02:42,974 - INFO - [Train] step: 78799, loss_mpn: 0.034166, loss_rec: 0.067136, loss_semantic: 0.772408, loss_idmrf: 18.388796, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 07:03:38,783 - INFO - [Train] step: 78899, loss_mpn: 0.039266, loss_rec: 0.074599, loss_semantic: 0.841973, loss_idmrf: 22.011009, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 07:04:34,444 - INFO - [Train] step: 78999, loss_mpn: 0.017476, loss_rec: 0.048483, loss_semantic: 0.629535, loss_idmrf: 13.276605, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 07:06:37,013 - INFO - [Eval] step: 78999, bce: 0.094563, psnr: 24.830357, ssim: 0.839153
+2023-03-20 07:07:38,175 - INFO - [Train] step: 79099, loss_mpn: 0.031941, loss_rec: 0.062404, loss_semantic: 0.740579, loss_idmrf: 19.974709, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 07:08:34,226 - INFO - [Train] step: 79199, loss_mpn: 0.041768, loss_rec: 0.069862, loss_semantic: 0.763731, loss_idmrf: 17.677143, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 07:09:30,193 - INFO - [Train] step: 79299, loss_mpn: 0.052397, loss_rec: 0.093507, loss_semantic: 0.933080, loss_idmrf: 29.858723, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 07:10:26,104 - INFO - [Train] step: 79399, loss_mpn: 0.025179, loss_rec: 0.053895, loss_semantic: 0.680699, loss_idmrf: 13.708166, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 07:11:21,859 - INFO - [Train] step: 79499, loss_mpn: 0.025740, loss_rec: 0.064082, loss_semantic: 0.733014, loss_idmrf: 16.701738, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 07:12:17,635 - INFO - [Train] step: 79599, loss_mpn: 0.041148, loss_rec: 0.069004, loss_semantic: 0.748446, loss_idmrf: 20.764767, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 07:13:13,427 - INFO - [Train] step: 79699, loss_mpn: 0.031194, loss_rec: 0.078000, loss_semantic: 0.803449, loss_idmrf: 18.749924, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 07:14:09,098 - INFO - [Train] step: 79799, loss_mpn: 0.045050, loss_rec: 0.093804, loss_semantic: 0.926708, loss_idmrf: 24.285860, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 07:15:04,750 - INFO - [Train] step: 79899, loss_mpn: 0.041801, loss_rec: 0.076453, loss_semantic: 0.813707, loss_idmrf: 25.265739, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 07:16:00,307 - INFO - [Train] step: 79999, loss_mpn: 0.060329, loss_rec: 0.087190, loss_semantic: 0.889592, loss_idmrf: 20.887026, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 07:18:05,491 - INFO - [Eval] step: 79999, bce: 0.103621, psnr: 24.769758, ssim: 0.839758
+2023-03-20 07:18:11,389 - INFO - End of training
diff --git a/separate_ffhq_brush_realnoise/samples/step079999.png b/separate_ffhq_brush_realnoise/samples/step079999.png
new file mode 100644
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+++ b/separate_ffhq_brush_realnoise/samples/step079999.png
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diff --git a/separate_ffhq_brush_realnoise/tensorboard/events.out.tfevents.1679212662.admin.cluster.local.36078.0 b/separate_ffhq_brush_realnoise/tensorboard/events.out.tfevents.1679212662.admin.cluster.local.36078.0
new file mode 100644
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diff --git a/separate_ffhq_maskdir_realnoise/ckpt/step079999/meta.pt b/separate_ffhq_maskdir_realnoise/ckpt/step079999/meta.pt
new file mode 100644
index 0000000000000000000000000000000000000000..c6d37eede4d9d0b8e9d73aff2cb691d4286d8647
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@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
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diff --git a/separate_ffhq_maskdir_realnoise/ckpt/step079999/model.pt b/separate_ffhq_maskdir_realnoise/ckpt/step079999/model.pt
new file mode 100644
index 0000000000000000000000000000000000000000..75fa083a969518ce6014a1959b26b45ed7415770
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@@ -0,0 +1,3 @@
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diff --git a/separate_ffhq_maskdir_realnoise/ckpt/step079999/optimizer.pt b/separate_ffhq_maskdir_realnoise/ckpt/step079999/optimizer.pt
new file mode 100644
index 0000000000000000000000000000000000000000..3f1d58159cc6eac24d59f1b6e7d6eef9978cbdde
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@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
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diff --git a/separate_ffhq_maskdir_realnoise/config-2023-03-19-16-17-55.yaml b/separate_ffhq_maskdir_realnoise/config-2023-03-19-16-17-55.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..31097893af6de9c4af1981742f016dc713aa4e35
--- /dev/null
+++ b/separate_ffhq_maskdir_realnoise/config-2023-03-19-16-17-55.yaml
@@ -0,0 +1,53 @@
+data:
+  dataroot: /amax/xyf/data/FFHQ/
+  img_size: 256
+  name: FFHQ
+dataloader:
+  micro_batch: 0
+  num_workers: 4
+  pin_memory: true
+  prefetch_factor: 2
+mask:
+  dir_invert_color: true
+  dir_path: /amax/xyf/data/NVIDIAIrregularMaskDataset/train/
+  mask_type: dir
+  noise_type: real
+  real_dataset:
+  - dataroot: /amax/xyf/data/CelebA-HQ/
+    img_size: 256
+    name: CelebA-HQ
+  - dataroot: /amax/xyf/data/ImageNet/
+    img_size: 256
+    name: ImageNet
+  smooth_kernel_size: 13
+  smooth_sigma: 3
+  smooth_type: gaussian
+model:
+  mpn:
+    base_n_channels: 64
+    neck_n_channels: 128
+  rin:
+    base_n_channels: 32
+    neck_n_channels: 128
+seed: 1234
+train:
+  batch_size: 8
+  coef_idmrf: 0.001
+  coef_rec: 1.4
+  coef_semantic: 0.0001
+  eval_freq: 1000
+  n_steps: 80000
+  optim_mpn:
+    betas:
+    - 0.5
+    - 0.999
+    lr: 0.0001
+  optim_rin:
+    betas:
+    - 0.5
+    - 0.999
+    lr: 0.0001
+  print_freq: 100
+  resume: null
+  sample_freq: 1000
+  save_freq: 5000
diff --git a/separate_ffhq_maskdir_realnoise/output-2023-03-19-16-17-55.log b/separate_ffhq_maskdir_realnoise/output-2023-03-19-16-17-55.log
new file mode 100644
index 0000000000000000000000000000000000000000..197bbd6d6e24635028082cefdf411a6bcd65b12d
--- /dev/null
+++ b/separate_ffhq_maskdir_realnoise/output-2023-03-19-16-17-55.log
@@ -0,0 +1,890 @@
+2023-03-19 16:20:03,647 - INFO - Experiment directory: ./runs/ffhq_separate_maskdir_realnoise/
+2023-03-19 16:20:03,648 - INFO - Number of processes: 1
+2023-03-19 16:20:03,648 - INFO - Distributed type: NO
+2023-03-19 16:20:03,649 - INFO - Mixed precision: no
+2023-03-19 16:20:04,035 - WARNING - Replace split `valid` with split `test` for dataset FFHQ
+2023-03-19 16:20:10,051 - INFO - Size of training set: 60000
+2023-03-19 16:20:10,051 - INFO - Batch size per process: 8
+2023-03-19 16:20:10,051 - INFO - Total batch size: 8
+2023-03-19 16:20:13,448 - INFO - Start training...
+2023-03-19 16:21:09,244 - INFO - [Train] step: 99, loss_mpn: 0.248946, loss_rec: 0.257340, loss_semantic: 1.577373, loss_idmrf: 133.781921, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:22:02,889 - INFO - [Train] step: 199, loss_mpn: 0.240555, loss_rec: 0.277209, loss_semantic: 1.487122, loss_idmrf: 121.949829, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:22:57,306 - INFO - [Train] step: 299, loss_mpn: 0.177277, loss_rec: 0.188503, loss_semantic: 1.451098, loss_idmrf: 105.715508, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:23:52,834 - INFO - [Train] step: 399, loss_mpn: 0.229554, loss_rec: 0.225495, loss_semantic: 1.393245, loss_idmrf: 102.199226, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:24:48,749 - INFO - [Train] step: 499, loss_mpn: 0.221096, loss_rec: 0.233518, loss_semantic: 1.401983, loss_idmrf: 97.671860, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:25:44,613 - INFO - [Train] step: 599, loss_mpn: 0.188069, loss_rec: 0.187271, loss_semantic: 1.392304, loss_idmrf: 90.486984, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:26:40,440 - INFO - [Train] step: 699, loss_mpn: 0.182500, loss_rec: 0.152108, loss_semantic: 1.321737, loss_idmrf: 71.008011, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:27:36,131 - INFO - [Train] step: 799, loss_mpn: 0.255783, loss_rec: 0.228838, loss_semantic: 1.460660, loss_idmrf: 92.814133, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:28:31,743 - INFO - [Train] step: 899, loss_mpn: 0.203594, loss_rec: 0.164791, loss_semantic: 1.368055, loss_idmrf: 73.440186, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:29:27,395 - INFO - [Train] step: 999, loss_mpn: 0.211502, loss_rec: 0.144496, loss_semantic: 1.235803, loss_idmrf: 65.554062, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:30:54,626 - INFO - [Eval] step: 999, bce: 0.544772, psnr: 18.648815, ssim: 0.645327
+2023-03-19 16:31:54,899 - INFO - [Train] step: 1099, loss_mpn: 0.178858, loss_rec: 0.139324, loss_semantic: 1.256956, loss_idmrf: 62.903267, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:32:50,611 - INFO - [Train] step: 1199, loss_mpn: 0.247324, loss_rec: 0.212745, loss_semantic: 1.315943, loss_idmrf: 68.614471, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:33:46,255 - INFO - [Train] step: 1299, loss_mpn: 0.200119, loss_rec: 0.161675, loss_semantic: 1.270619, loss_idmrf: 66.513680, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:34:41,876 - INFO - [Train] step: 1399, loss_mpn: 0.159095, loss_rec: 0.148192, loss_semantic: 1.235167, loss_idmrf: 57.058983, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:35:37,426 - INFO - [Train] step: 1499, loss_mpn: 0.184533, loss_rec: 0.154068, loss_semantic: 1.225178, loss_idmrf: 54.529297, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:36:33,098 - INFO - [Train] step: 1599, loss_mpn: 0.175030, loss_rec: 0.115944, loss_semantic: 1.170377, loss_idmrf: 51.588833, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:37:28,743 - INFO - [Train] step: 1699, loss_mpn: 0.213403, loss_rec: 0.159851, loss_semantic: 1.229139, loss_idmrf: 53.498978, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:38:24,371 - INFO - [Train] step: 1799, loss_mpn: 0.198813, loss_rec: 0.133057, loss_semantic: 1.236976, loss_idmrf: 51.428978, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:39:19,956 - INFO - [Train] step: 1899, loss_mpn: 0.172291, loss_rec: 0.126727, loss_semantic: 1.148252, loss_idmrf: 43.769840, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:40:15,698 - INFO - [Train] step: 1999, loss_mpn: 0.189198, loss_rec: 0.130190, loss_semantic: 1.078073, loss_idmrf: 42.361359, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:41:44,167 - INFO - [Eval] step: 1999, bce: 0.536284, psnr: 20.160675, ssim: 0.715655
+2023-03-19 16:42:44,218 - INFO - [Train] step: 2099, loss_mpn: 0.193087, loss_rec: 0.126282, loss_semantic: 1.172658, loss_idmrf: 49.758774, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:43:40,037 - INFO - [Train] step: 2199, loss_mpn: 0.232513, loss_rec: 0.149327, loss_semantic: 1.126910, loss_idmrf: 52.355423, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:44:35,918 - INFO - [Train] step: 2299, loss_mpn: 0.213753, loss_rec: 0.146807, loss_semantic: 1.202564, loss_idmrf: 48.750206, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:45:31,640 - INFO - [Train] step: 2399, loss_mpn: 0.206817, loss_rec: 0.147037, loss_semantic: 1.167444, loss_idmrf: 48.957294, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:46:27,423 - INFO - [Train] step: 2499, loss_mpn: 0.219222, loss_rec: 0.145684, loss_semantic: 1.132755, loss_idmrf: 46.325676, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:47:23,115 - INFO - [Train] step: 2599, loss_mpn: 0.176723, loss_rec: 0.089401, loss_semantic: 0.973647, loss_idmrf: 38.849113, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:48:18,772 - INFO - [Train] step: 2699, loss_mpn: 0.155294, loss_rec: 0.092923, loss_semantic: 1.105924, loss_idmrf: 35.757294, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:49:14,466 - INFO - [Train] step: 2799, loss_mpn: 0.184107, loss_rec: 0.108731, loss_semantic: 1.088519, loss_idmrf: 45.811256, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:50:10,143 - INFO - [Train] step: 2899, loss_mpn: 0.209937, loss_rec: 0.131352, loss_semantic: 1.116793, loss_idmrf: 46.359249, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:51:05,815 - INFO - [Train] step: 2999, loss_mpn: 0.235692, loss_rec: 0.116810, loss_semantic: 1.114300, loss_idmrf: 40.358292, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:52:33,119 - INFO - [Eval] step: 2999, bce: 0.495157, psnr: 21.690996, ssim: 0.738433
+2023-03-19 16:53:33,434 - INFO - [Train] step: 3099, loss_mpn: 0.165211, loss_rec: 0.098357, loss_semantic: 1.100208, loss_idmrf: 43.502903, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:54:29,193 - INFO - [Train] step: 3199, loss_mpn: 0.214374, loss_rec: 0.144367, loss_semantic: 1.108199, loss_idmrf: 38.837715, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:55:25,040 - INFO - [Train] step: 3299, loss_mpn: 0.141108, loss_rec: 0.085953, loss_semantic: 0.969369, loss_idmrf: 34.537548, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:56:20,855 - INFO - [Train] step: 3399, loss_mpn: 0.187043, loss_rec: 0.085525, loss_semantic: 0.949791, loss_idmrf: 32.365227, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:57:16,541 - INFO - [Train] step: 3499, loss_mpn: 0.172035, loss_rec: 0.113237, loss_semantic: 1.054569, loss_idmrf: 34.436256, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:58:12,144 - INFO - [Train] step: 3599, loss_mpn: 0.169155, loss_rec: 0.131486, loss_semantic: 1.043704, loss_idmrf: 33.355946, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 16:59:07,791 - INFO - [Train] step: 3699, loss_mpn: 0.138624, loss_rec: 0.104032, loss_semantic: 1.056184, loss_idmrf: 35.566505, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:00:03,448 - INFO - [Train] step: 3799, loss_mpn: 0.251624, loss_rec: 0.132776, loss_semantic: 1.154732, loss_idmrf: 39.358124, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:00:59,155 - INFO - [Train] step: 3899, loss_mpn: 0.166448, loss_rec: 0.115328, loss_semantic: 1.096504, loss_idmrf: 35.367466, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:01:54,810 - INFO - [Train] step: 3999, loss_mpn: 0.112356, loss_rec: 0.079096, loss_semantic: 0.964394, loss_idmrf: 30.273689, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:03:22,356 - INFO - [Eval] step: 3999, bce: 0.458737, psnr: 22.025988, ssim: 0.755113
+2023-03-19 17:04:22,509 - INFO - [Train] step: 4099, loss_mpn: 0.123789, loss_rec: 0.072077, loss_semantic: 0.956244, loss_idmrf: 34.017197, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:05:18,362 - INFO - [Train] step: 4199, loss_mpn: 0.111116, loss_rec: 0.086033, loss_semantic: 0.991493, loss_idmrf: 31.650785, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:06:14,291 - INFO - [Train] step: 4299, loss_mpn: 0.156423, loss_rec: 0.134986, loss_semantic: 1.085057, loss_idmrf: 41.159737, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:07:10,194 - INFO - [Train] step: 4399, loss_mpn: 0.171646, loss_rec: 0.084828, loss_semantic: 0.969685, loss_idmrf: 31.168715, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:08:06,109 - INFO - [Train] step: 4499, loss_mpn: 0.178102, loss_rec: 0.112146, loss_semantic: 1.033346, loss_idmrf: 43.621731, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:09:01,805 - INFO - [Train] step: 4599, loss_mpn: 0.201052, loss_rec: 0.098923, loss_semantic: 1.041964, loss_idmrf: 32.142036, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:09:57,519 - INFO - [Train] step: 4699, loss_mpn: 0.218779, loss_rec: 0.097506, loss_semantic: 0.984885, loss_idmrf: 32.117210, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:10:53,253 - INFO - [Train] step: 4799, loss_mpn: 0.155020, loss_rec: 0.118867, loss_semantic: 1.077808, loss_idmrf: 34.453995, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:11:48,965 - INFO - [Train] step: 4899, loss_mpn: 0.117221, loss_rec: 0.094596, loss_semantic: 0.954615, loss_idmrf: 30.927469, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:12:44,730 - INFO - [Train] step: 4999, loss_mpn: 0.144858, loss_rec: 0.099822, loss_semantic: 1.016699, loss_idmrf: 37.156281, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:14:11,145 - INFO - [Eval] step: 4999, bce: 0.467244, psnr: 22.439615, ssim: 0.760021
+2023-03-19 17:15:11,394 - INFO - [Train] step: 5099, loss_mpn: 0.187911, loss_rec: 0.135687, loss_semantic: 1.190966, loss_idmrf: 39.591019, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:16:07,163 - INFO - [Train] step: 5199, loss_mpn: 0.207304, loss_rec: 0.145670, loss_semantic: 1.162152, loss_idmrf: 39.512699, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:17:02,951 - INFO - [Train] step: 5299, loss_mpn: 0.161499, loss_rec: 0.115568, loss_semantic: 1.091391, loss_idmrf: 34.184555, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:17:58,815 - INFO - [Train] step: 5399, loss_mpn: 0.122001, loss_rec: 0.077745, loss_semantic: 0.865072, loss_idmrf: 29.579206, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:18:54,616 - INFO - [Train] step: 5499, loss_mpn: 0.135119, loss_rec: 0.091422, loss_semantic: 0.868963, loss_idmrf: 29.883953, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:19:50,366 - INFO - [Train] step: 5599, loss_mpn: 0.152267, loss_rec: 0.096883, loss_semantic: 0.933665, loss_idmrf: 28.701117, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:20:46,032 - INFO - [Train] step: 5699, loss_mpn: 0.177637, loss_rec: 0.111143, loss_semantic: 1.115825, loss_idmrf: 34.829021, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:21:41,729 - INFO - [Train] step: 5799, loss_mpn: 0.107916, loss_rec: 0.078984, loss_semantic: 0.922112, loss_idmrf: 29.088593, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:22:37,377 - INFO - [Train] step: 5899, loss_mpn: 0.086135, loss_rec: 0.082069, loss_semantic: 0.875618, loss_idmrf: 27.495352, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:23:32,935 - INFO - [Train] step: 5999, loss_mpn: 0.147607, loss_rec: 0.102376, loss_semantic: 1.017666, loss_idmrf: 35.164757, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:24:58,704 - INFO - [Eval] step: 5999, bce: 0.446706, psnr: 22.896036, ssim: 0.775274
+2023-03-19 17:25:58,729 - INFO - [Train] step: 6099, loss_mpn: 0.187603, loss_rec: 0.098498, loss_semantic: 1.033582, loss_idmrf: 36.718666, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:26:54,549 - INFO - [Train] step: 6199, loss_mpn: 0.146305, loss_rec: 0.066603, loss_semantic: 0.862022, loss_idmrf: 26.649628, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:27:50,271 - INFO - [Train] step: 6299, loss_mpn: 0.122267, loss_rec: 0.104083, loss_semantic: 0.990987, loss_idmrf: 36.698425, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:28:46,028 - INFO - [Train] step: 6399, loss_mpn: 0.156206, loss_rec: 0.102335, loss_semantic: 0.963866, loss_idmrf: 34.019516, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:29:41,757 - INFO - [Train] step: 6499, loss_mpn: 0.101826, loss_rec: 0.089181, loss_semantic: 0.853326, loss_idmrf: 25.939787, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:30:37,412 - INFO - [Train] step: 6599, loss_mpn: 0.174097, loss_rec: 0.080241, loss_semantic: 0.971498, loss_idmrf: 31.129061, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:31:33,086 - INFO - [Train] step: 6699, loss_mpn: 0.188659, loss_rec: 0.115509, loss_semantic: 1.084858, loss_idmrf: 36.570366, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:32:28,615 - INFO - [Train] step: 6799, loss_mpn: 0.192503, loss_rec: 0.085682, loss_semantic: 0.926960, loss_idmrf: 25.369270, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:33:24,189 - INFO - [Train] step: 6899, loss_mpn: 0.172647, loss_rec: 0.083383, loss_semantic: 0.991599, loss_idmrf: 34.507683, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:34:19,763 - INFO - [Train] step: 6999, loss_mpn: 0.178544, loss_rec: 0.095184, loss_semantic: 0.993479, loss_idmrf: 28.369907, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:35:46,444 - INFO - [Eval] step: 6999, bce: 0.450917, psnr: 23.215174, ssim: 0.783929
+2023-03-19 17:36:46,313 - INFO - [Train] step: 7099, loss_mpn: 0.177874, loss_rec: 0.090364, loss_semantic: 0.901574, loss_idmrf: 24.320644, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:37:42,088 - INFO - [Train] step: 7199, loss_mpn: 0.187204, loss_rec: 0.111281, loss_semantic: 0.988532, loss_idmrf: 32.317955, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:38:37,920 - INFO - [Train] step: 7299, loss_mpn: 0.197649, loss_rec: 0.128831, loss_semantic: 1.056730, loss_idmrf: 33.813175, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:39:33,771 - INFO - [Train] step: 7399, loss_mpn: 0.102918, loss_rec: 0.096108, loss_semantic: 0.985973, loss_idmrf: 30.523172, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:40:29,464 - INFO - [Train] step: 7499, loss_mpn: 0.179326, loss_rec: 0.101152, loss_semantic: 1.061886, loss_idmrf: 32.933880, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:41:26,368 - INFO - [Train] step: 7599, loss_mpn: 0.219169, loss_rec: 0.149758, loss_semantic: 1.155381, loss_idmrf: 41.403351, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:42:22,044 - INFO - [Train] step: 7699, loss_mpn: 0.085445, loss_rec: 0.085353, loss_semantic: 0.922164, loss_idmrf: 27.548668, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:43:17,656 - INFO - [Train] step: 7799, loss_mpn: 0.126103, loss_rec: 0.093905, loss_semantic: 0.960069, loss_idmrf: 34.646095, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:44:13,241 - INFO - [Train] step: 7899, loss_mpn: 0.218566, loss_rec: 0.100579, loss_semantic: 1.052485, loss_idmrf: 33.441490, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:45:08,807 - INFO - [Train] step: 7999, loss_mpn: 0.177587, loss_rec: 0.088388, loss_semantic: 0.960538, loss_idmrf: 31.867645, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:46:37,079 - INFO - [Eval] step: 7999, bce: 0.425636, psnr: 23.117474, ssim: 0.784889
+2023-03-19 17:47:36,887 - INFO - [Train] step: 8099, loss_mpn: 0.154161, loss_rec: 0.074080, loss_semantic: 0.875288, loss_idmrf: 28.705826, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:48:32,686 - INFO - [Train] step: 8199, loss_mpn: 0.239502, loss_rec: 0.133262, loss_semantic: 1.174531, loss_idmrf: 32.373901, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:49:28,596 - INFO - [Train] step: 8299, loss_mpn: 0.151822, loss_rec: 0.079339, loss_semantic: 0.953888, loss_idmrf: 27.502010, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:50:24,466 - INFO - [Train] step: 8399, loss_mpn: 0.124703, loss_rec: 0.072489, loss_semantic: 0.828985, loss_idmrf: 21.965857, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:51:20,255 - INFO - [Train] step: 8499, loss_mpn: 0.128927, loss_rec: 0.083316, loss_semantic: 0.931565, loss_idmrf: 27.551409, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:52:16,049 - INFO - [Train] step: 8599, loss_mpn: 0.164707, loss_rec: 0.076421, loss_semantic: 0.910852, loss_idmrf: 26.854145, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:53:11,807 - INFO - [Train] step: 8699, loss_mpn: 0.170132, loss_rec: 0.081837, loss_semantic: 0.979234, loss_idmrf: 26.681982, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:54:07,571 - INFO - [Train] step: 8799, loss_mpn: 0.162043, loss_rec: 0.109577, loss_semantic: 1.066349, loss_idmrf: 32.862663, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:55:03,227 - INFO - [Train] step: 8899, loss_mpn: 0.194775, loss_rec: 0.084013, loss_semantic: 0.992551, loss_idmrf: 31.604427, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:55:58,937 - INFO - [Train] step: 8999, loss_mpn: 0.160410, loss_rec: 0.097279, loss_semantic: 0.965238, loss_idmrf: 30.480904, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:57:25,733 - INFO - [Eval] step: 8999, bce: 0.418170, psnr: 23.379227, ssim: 0.789306
+2023-03-19 17:58:25,626 - INFO - [Train] step: 9099, loss_mpn: 0.178680, loss_rec: 0.086341, loss_semantic: 0.997592, loss_idmrf: 29.993990, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 17:59:21,503 - INFO - [Train] step: 9199, loss_mpn: 0.156502, loss_rec: 0.124796, loss_semantic: 1.058757, loss_idmrf: 35.678329, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:00:17,353 - INFO - [Train] step: 9299, loss_mpn: 0.132548, loss_rec: 0.089499, loss_semantic: 0.963628, loss_idmrf: 25.807621, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:01:13,205 - INFO - [Train] step: 9399, loss_mpn: 0.121070, loss_rec: 0.083472, loss_semantic: 0.970436, loss_idmrf: 30.531460, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:02:09,019 - INFO - [Train] step: 9499, loss_mpn: 0.178365, loss_rec: 0.096248, loss_semantic: 1.041687, loss_idmrf: 27.583916, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:03:04,878 - INFO - [Train] step: 9599, loss_mpn: 0.084973, loss_rec: 0.055465, loss_semantic: 0.754964, loss_idmrf: 21.423571, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:04:00,706 - INFO - [Train] step: 9699, loss_mpn: 0.137318, loss_rec: 0.087074, loss_semantic: 0.936867, loss_idmrf: 25.940311, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:04:56,511 - INFO - [Train] step: 9799, loss_mpn: 0.115618, loss_rec: 0.082131, loss_semantic: 0.886853, loss_idmrf: 24.059422, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:05:52,299 - INFO - [Train] step: 9899, loss_mpn: 0.118553, loss_rec: 0.070136, loss_semantic: 0.884675, loss_idmrf: 26.695904, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:06:48,061 - INFO - [Train] step: 9999, loss_mpn: 0.149272, loss_rec: 0.087172, loss_semantic: 0.969304, loss_idmrf: 27.938921, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:08:14,379 - INFO - [Eval] step: 9999, bce: 0.390671, psnr: 22.922428, ssim: 0.784463
+2023-03-19 18:09:14,679 - INFO - [Train] step: 10099, loss_mpn: 0.174848, loss_rec: 0.081018, loss_semantic: 0.948907, loss_idmrf: 32.767048, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:10:10,554 - INFO - [Train] step: 10199, loss_mpn: 0.158279, loss_rec: 0.086209, loss_semantic: 0.979786, loss_idmrf: 26.130213, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:11:06,542 - INFO - [Train] step: 10299, loss_mpn: 0.076281, loss_rec: 0.071567, loss_semantic: 0.844056, loss_idmrf: 21.924774, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:12:02,466 - INFO - [Train] step: 10399, loss_mpn: 0.136618, loss_rec: 0.074061, loss_semantic: 0.852410, loss_idmrf: 24.676119, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:12:58,348 - INFO - [Train] step: 10499, loss_mpn: 0.126567, loss_rec: 0.079033, loss_semantic: 0.919973, loss_idmrf: 26.815355, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:13:54,207 - INFO - [Train] step: 10599, loss_mpn: 0.208877, loss_rec: 0.110210, loss_semantic: 1.006688, loss_idmrf: 29.553001, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:14:50,104 - INFO - [Train] step: 10699, loss_mpn: 0.113305, loss_rec: 0.076228, loss_semantic: 0.879508, loss_idmrf: 26.849249, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:15:46,068 - INFO - [Train] step: 10799, loss_mpn: 0.099272, loss_rec: 0.067551, loss_semantic: 0.864967, loss_idmrf: 25.804398, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:16:41,940 - INFO - [Train] step: 10899, loss_mpn: 0.165958, loss_rec: 0.096543, loss_semantic: 1.086098, loss_idmrf: 33.862427, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:17:37,851 - INFO - [Train] step: 10999, loss_mpn: 0.177704, loss_rec: 0.094298, loss_semantic: 1.015270, loss_idmrf: 32.282516, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:19:04,092 - INFO - [Eval] step: 10999, bce: 0.427167, psnr: 23.509506, ssim: 0.785659
+2023-03-19 18:20:04,124 - INFO - [Train] step: 11099, loss_mpn: 0.119863, loss_rec: 0.073481, loss_semantic: 0.884819, loss_idmrf: 22.876701, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:21:00,096 - INFO - [Train] step: 11199, loss_mpn: 0.133475, loss_rec: 0.080217, loss_semantic: 0.959806, loss_idmrf: 31.236618, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:21:56,107 - INFO - [Train] step: 11299, loss_mpn: 0.151027, loss_rec: 0.084754, loss_semantic: 0.968939, loss_idmrf: 30.347813, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:22:52,118 - INFO - [Train] step: 11399, loss_mpn: 0.122327, loss_rec: 0.062197, loss_semantic: 0.767215, loss_idmrf: 23.125078, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:23:48,105 - INFO - [Train] step: 11499, loss_mpn: 0.125406, loss_rec: 0.084033, loss_semantic: 0.927288, loss_idmrf: 30.627193, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:24:44,047 - INFO - [Train] step: 11599, loss_mpn: 0.175953, loss_rec: 0.102431, loss_semantic: 0.985161, loss_idmrf: 26.050003, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:25:39,982 - INFO - [Train] step: 11699, loss_mpn: 0.126509, loss_rec: 0.090308, loss_semantic: 0.924707, loss_idmrf: 25.974751, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:26:35,797 - INFO - [Train] step: 11799, loss_mpn: 0.117120, loss_rec: 0.128064, loss_semantic: 1.011885, loss_idmrf: 29.105513, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:27:31,645 - INFO - [Train] step: 11899, loss_mpn: 0.101361, loss_rec: 0.114167, loss_semantic: 1.008136, loss_idmrf: 30.333370, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:28:27,462 - INFO - [Train] step: 11999, loss_mpn: 0.137050, loss_rec: 0.123312, loss_semantic: 1.062904, loss_idmrf: 35.264999, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:29:53,333 - INFO - [Eval] step: 11999, bce: 0.398023, psnr: 23.608366, ssim: 0.797258
+2023-03-19 18:30:53,179 - INFO - [Train] step: 12099, loss_mpn: 0.110976, loss_rec: 0.084624, loss_semantic: 0.928545, loss_idmrf: 26.294621, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:31:48,999 - INFO - [Train] step: 12199, loss_mpn: 0.119255, loss_rec: 0.077650, loss_semantic: 0.852969, loss_idmrf: 20.834545, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:32:44,787 - INFO - [Train] step: 12299, loss_mpn: 0.173636, loss_rec: 0.100905, loss_semantic: 1.082341, loss_idmrf: 37.657333, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:33:40,532 - INFO - [Train] step: 12399, loss_mpn: 0.116470, loss_rec: 0.086669, loss_semantic: 0.911322, loss_idmrf: 25.027912, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:34:36,208 - INFO - [Train] step: 12499, loss_mpn: 0.171333, loss_rec: 0.102325, loss_semantic: 1.028171, loss_idmrf: 30.900238, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:35:31,903 - INFO - [Train] step: 12599, loss_mpn: 0.120857, loss_rec: 0.094695, loss_semantic: 0.966824, loss_idmrf: 27.866093, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:36:27,607 - INFO - [Train] step: 12699, loss_mpn: 0.170536, loss_rec: 0.083248, loss_semantic: 0.869360, loss_idmrf: 25.094654, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:37:23,308 - INFO - [Train] step: 12799, loss_mpn: 0.094986, loss_rec: 0.083739, loss_semantic: 0.836536, loss_idmrf: 23.973564, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:38:19,076 - INFO - [Train] step: 12899, loss_mpn: 0.114112, loss_rec: 0.075216, loss_semantic: 0.875875, loss_idmrf: 23.428282, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:39:14,854 - INFO - [Train] step: 12999, loss_mpn: 0.131590, loss_rec: 0.084805, loss_semantic: 0.981299, loss_idmrf: 27.327271, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:40:43,015 - INFO - [Eval] step: 12999, bce: 0.369181, psnr: 23.703619, ssim: 0.800168
+2023-03-19 18:41:42,893 - INFO - [Train] step: 13099, loss_mpn: 0.138451, loss_rec: 0.063462, loss_semantic: 0.828006, loss_idmrf: 21.651672, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:42:38,709 - INFO - [Train] step: 13199, loss_mpn: 0.131774, loss_rec: 0.078238, loss_semantic: 0.857751, loss_idmrf: 22.814476, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:43:34,704 - INFO - [Train] step: 13299, loss_mpn: 0.081088, loss_rec: 0.070026, loss_semantic: 0.816051, loss_idmrf: 25.854624, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:44:30,727 - INFO - [Train] step: 13399, loss_mpn: 0.153196, loss_rec: 0.079757, loss_semantic: 0.910831, loss_idmrf: 25.349022, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:45:26,635 - INFO - [Train] step: 13499, loss_mpn: 0.112259, loss_rec: 0.100986, loss_semantic: 0.947530, loss_idmrf: 27.787447, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:46:22,582 - INFO - [Train] step: 13599, loss_mpn: 0.139115, loss_rec: 0.082338, loss_semantic: 0.885779, loss_idmrf: 28.878654, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:47:18,626 - INFO - [Train] step: 13699, loss_mpn: 0.163545, loss_rec: 0.097212, loss_semantic: 1.052350, loss_idmrf: 30.198421, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:48:14,534 - INFO - [Train] step: 13799, loss_mpn: 0.115085, loss_rec: 0.082817, loss_semantic: 0.871553, loss_idmrf: 25.418850, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:49:10,454 - INFO - [Train] step: 13899, loss_mpn: 0.111873, loss_rec: 0.105571, loss_semantic: 0.971430, loss_idmrf: 26.020422, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:50:06,354 - INFO - [Train] step: 13999, loss_mpn: 0.156895, loss_rec: 0.070972, loss_semantic: 0.886448, loss_idmrf: 28.126158, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:51:34,118 - INFO - [Eval] step: 13999, bce: 0.366872, psnr: 23.984680, ssim: 0.801817
+2023-03-19 18:52:34,331 - INFO - [Train] step: 14099, loss_mpn: 0.121234, loss_rec: 0.084066, loss_semantic: 0.931136, loss_idmrf: 31.198145, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:53:30,184 - INFO - [Train] step: 14199, loss_mpn: 0.104732, loss_rec: 0.066681, loss_semantic: 0.835111, loss_idmrf: 23.620668, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:54:26,067 - INFO - [Train] step: 14299, loss_mpn: 0.107889, loss_rec: 0.068641, loss_semantic: 0.823249, loss_idmrf: 24.675070, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:55:21,855 - INFO - [Train] step: 14399, loss_mpn: 0.107877, loss_rec: 0.075323, loss_semantic: 0.863916, loss_idmrf: 25.830507, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:56:17,624 - INFO - [Train] step: 14499, loss_mpn: 0.143042, loss_rec: 0.089384, loss_semantic: 1.023798, loss_idmrf: 27.975510, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:57:13,355 - INFO - [Train] step: 14599, loss_mpn: 0.112285, loss_rec: 0.080647, loss_semantic: 0.954928, loss_idmrf: 28.630886, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:58:09,042 - INFO - [Train] step: 14699, loss_mpn: 0.125501, loss_rec: 0.091307, loss_semantic: 0.971198, loss_idmrf: 30.128906, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 18:59:04,728 - INFO - [Train] step: 14799, loss_mpn: 0.094289, loss_rec: 0.092529, loss_semantic: 0.921824, loss_idmrf: 25.887968, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:00:00,382 - INFO - [Train] step: 14899, loss_mpn: 0.111306, loss_rec: 0.098097, loss_semantic: 0.963751, loss_idmrf: 29.883007, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:00:56,179 - INFO - [Train] step: 14999, loss_mpn: 0.136609, loss_rec: 0.089252, loss_semantic: 0.954559, loss_idmrf: 27.299805, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:02:24,479 - INFO - [Eval] step: 14999, bce: 0.345689, psnr: 23.807039, ssim: 0.802222
+2023-03-19 19:03:25,973 - INFO - [Train] step: 15099, loss_mpn: 0.132975, loss_rec: 0.087813, loss_semantic: 0.849029, loss_idmrf: 23.929546, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:04:21,778 - INFO - [Train] step: 15199, loss_mpn: 0.139422, loss_rec: 0.066161, loss_semantic: 0.843629, loss_idmrf: 25.174469, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:05:17,608 - INFO - [Train] step: 15299, loss_mpn: 0.117177, loss_rec: 0.090376, loss_semantic: 0.936929, loss_idmrf: 25.737383, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:06:13,411 - INFO - [Train] step: 15399, loss_mpn: 0.130882, loss_rec: 0.074378, loss_semantic: 0.850859, loss_idmrf: 23.533993, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:07:09,095 - INFO - [Train] step: 15499, loss_mpn: 0.209749, loss_rec: 0.111996, loss_semantic: 0.993837, loss_idmrf: 31.865948, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:08:04,813 - INFO - [Train] step: 15599, loss_mpn: 0.129655, loss_rec: 0.089674, loss_semantic: 0.930508, loss_idmrf: 30.150074, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:09:00,469 - INFO - [Train] step: 15699, loss_mpn: 0.099751, loss_rec: 0.075032, loss_semantic: 0.892887, loss_idmrf: 23.297123, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:09:56,263 - INFO - [Train] step: 15799, loss_mpn: 0.066810, loss_rec: 0.105034, loss_semantic: 0.985080, loss_idmrf: 29.807116, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:10:51,923 - INFO - [Train] step: 15899, loss_mpn: 0.043063, loss_rec: 0.090716, loss_semantic: 0.928364, loss_idmrf: 30.036484, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:11:47,686 - INFO - [Train] step: 15999, loss_mpn: 0.159300, loss_rec: 0.067598, loss_semantic: 0.865326, loss_idmrf: 24.325893, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:13:14,085 - INFO - [Eval] step: 15999, bce: 0.391008, psnr: 24.240538, ssim: 0.805738
+2023-03-19 19:14:14,218 - INFO - [Train] step: 16099, loss_mpn: 0.103344, loss_rec: 0.093803, loss_semantic: 0.958664, loss_idmrf: 26.962439, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:15:10,108 - INFO - [Train] step: 16199, loss_mpn: 0.138939, loss_rec: 0.099762, loss_semantic: 0.990565, loss_idmrf: 26.988180, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:16:05,959 - INFO - [Train] step: 16299, loss_mpn: 0.195587, loss_rec: 0.090892, loss_semantic: 0.962270, loss_idmrf: 35.903198, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:17:01,742 - INFO - [Train] step: 16399, loss_mpn: 0.114420, loss_rec: 0.068083, loss_semantic: 0.811393, loss_idmrf: 24.067135, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:17:57,692 - INFO - [Train] step: 16499, loss_mpn: 0.169836, loss_rec: 0.110034, loss_semantic: 1.005539, loss_idmrf: 32.371536, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:18:53,541 - INFO - [Train] step: 16599, loss_mpn: 0.134301, loss_rec: 0.082706, loss_semantic: 0.840052, loss_idmrf: 26.926395, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:19:49,402 - INFO - [Train] step: 16699, loss_mpn: 0.096213, loss_rec: 0.061871, loss_semantic: 0.820321, loss_idmrf: 22.018192, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:20:45,278 - INFO - [Train] step: 16799, loss_mpn: 0.103876, loss_rec: 0.069379, loss_semantic: 0.838566, loss_idmrf: 21.475391, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:21:41,164 - INFO - [Train] step: 16899, loss_mpn: 0.126115, loss_rec: 0.090775, loss_semantic: 0.958559, loss_idmrf: 27.574774, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:22:36,983 - INFO - [Train] step: 16999, loss_mpn: 0.134841, loss_rec: 0.073799, loss_semantic: 0.872060, loss_idmrf: 26.581226, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:24:02,667 - INFO - [Eval] step: 16999, bce: 0.337296, psnr: 24.250715, ssim: 0.805040
+2023-03-19 19:25:02,794 - INFO - [Train] step: 17099, loss_mpn: 0.118364, loss_rec: 0.103500, loss_semantic: 0.992571, loss_idmrf: 33.012089, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:25:58,714 - INFO - [Train] step: 17199, loss_mpn: 0.160689, loss_rec: 0.068744, loss_semantic: 0.859386, loss_idmrf: 24.207687, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:26:54,582 - INFO - [Train] step: 17299, loss_mpn: 0.113171, loss_rec: 0.084899, loss_semantic: 0.900253, loss_idmrf: 25.310472, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:27:50,413 - INFO - [Train] step: 17399, loss_mpn: 0.117867, loss_rec: 0.062825, loss_semantic: 0.813457, loss_idmrf: 22.089396, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:28:46,106 - INFO - [Train] step: 17499, loss_mpn: 0.081105, loss_rec: 0.100772, loss_semantic: 0.937166, loss_idmrf: 34.919960, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:29:41,807 - INFO - [Train] step: 17599, loss_mpn: 0.132728, loss_rec: 0.084132, loss_semantic: 0.885122, loss_idmrf: 25.145357, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:30:37,528 - INFO - [Train] step: 17699, loss_mpn: 0.100884, loss_rec: 0.070173, loss_semantic: 0.901316, loss_idmrf: 24.199820, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:31:33,197 - INFO - [Train] step: 17799, loss_mpn: 0.083179, loss_rec: 0.083197, loss_semantic: 0.787768, loss_idmrf: 24.543480, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:32:28,903 - INFO - [Train] step: 17899, loss_mpn: 0.096340, loss_rec: 0.066523, loss_semantic: 0.837520, loss_idmrf: 25.816124, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:33:24,578 - INFO - [Train] step: 17999, loss_mpn: 0.116645, loss_rec: 0.076296, loss_semantic: 0.871125, loss_idmrf: 25.679169, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:34:53,188 - INFO - [Eval] step: 17999, bce: 0.344979, psnr: 24.281864, ssim: 0.808249
+2023-03-19 19:35:52,986 - INFO - [Train] step: 18099, loss_mpn: 0.120252, loss_rec: 0.072185, loss_semantic: 0.810693, loss_idmrf: 23.148558, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:36:48,821 - INFO - [Train] step: 18199, loss_mpn: 0.200185, loss_rec: 0.089746, loss_semantic: 0.894216, loss_idmrf: 29.549263, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:37:44,625 - INFO - [Train] step: 18299, loss_mpn: 0.096984, loss_rec: 0.081715, loss_semantic: 0.848357, loss_idmrf: 21.420774, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:38:40,381 - INFO - [Train] step: 18399, loss_mpn: 0.107149, loss_rec: 0.080200, loss_semantic: 0.897211, loss_idmrf: 23.353905, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:39:36,107 - INFO - [Train] step: 18499, loss_mpn: 0.067949, loss_rec: 0.097449, loss_semantic: 0.967439, loss_idmrf: 29.168215, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:40:31,821 - INFO - [Train] step: 18599, loss_mpn: 0.088999, loss_rec: 0.080939, loss_semantic: 0.923336, loss_idmrf: 29.574879, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:41:27,573 - INFO - [Train] step: 18699, loss_mpn: 0.071676, loss_rec: 0.089960, loss_semantic: 0.987850, loss_idmrf: 29.328159, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:42:23,316 - INFO - [Train] step: 18799, loss_mpn: 0.105079, loss_rec: 0.095351, loss_semantic: 0.978049, loss_idmrf: 25.009901, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:43:19,005 - INFO - [Train] step: 18899, loss_mpn: 0.142556, loss_rec: 0.071009, loss_semantic: 0.899776, loss_idmrf: 26.040565, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:44:14,762 - INFO - [Train] step: 18999, loss_mpn: 0.117807, loss_rec: 0.070550, loss_semantic: 0.793989, loss_idmrf: 22.885221, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:45:40,472 - INFO - [Eval] step: 18999, bce: 0.315993, psnr: 24.143755, ssim: 0.810108
+2023-03-19 19:46:40,364 - INFO - [Train] step: 19099, loss_mpn: 0.140074, loss_rec: 0.067529, loss_semantic: 0.822602, loss_idmrf: 21.950918, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:47:36,090 - INFO - [Train] step: 19199, loss_mpn: 0.141156, loss_rec: 0.064912, loss_semantic: 0.872385, loss_idmrf: 24.730675, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:48:31,939 - INFO - [Train] step: 19299, loss_mpn: 0.119318, loss_rec: 0.080796, loss_semantic: 0.886461, loss_idmrf: 26.122341, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:49:27,645 - INFO - [Train] step: 19399, loss_mpn: 0.125572, loss_rec: 0.081042, loss_semantic: 0.875721, loss_idmrf: 27.911388, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:50:23,303 - INFO - [Train] step: 19499, loss_mpn: 0.128738, loss_rec: 0.055571, loss_semantic: 0.790387, loss_idmrf: 19.835005, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:51:19,011 - INFO - [Train] step: 19599, loss_mpn: 0.064337, loss_rec: 0.061492, loss_semantic: 0.759468, loss_idmrf: 21.126312, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:52:14,678 - INFO - [Train] step: 19699, loss_mpn: 0.106398, loss_rec: 0.080709, loss_semantic: 0.859429, loss_idmrf: 25.042681, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:53:10,469 - INFO - [Train] step: 19799, loss_mpn: 0.148885, loss_rec: 0.085919, loss_semantic: 0.962391, loss_idmrf: 28.399597, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:54:06,140 - INFO - [Train] step: 19899, loss_mpn: 0.045125, loss_rec: 0.053086, loss_semantic: 0.727495, loss_idmrf: 20.211304, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:55:01,835 - INFO - [Train] step: 19999, loss_mpn: 0.127332, loss_rec: 0.079397, loss_semantic: 0.919421, loss_idmrf: 26.412872, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:56:27,272 - INFO - [Eval] step: 19999, bce: 0.308424, psnr: 24.447191, ssim: 0.813810
+2023-03-19 19:57:27,249 - INFO - [Train] step: 20099, loss_mpn: 0.121238, loss_rec: 0.082830, loss_semantic: 0.912931, loss_idmrf: 28.348042, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:58:22,977 - INFO - [Train] step: 20199, loss_mpn: 0.106342, loss_rec: 0.072026, loss_semantic: 0.888837, loss_idmrf: 25.437851, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 19:59:18,754 - INFO - [Train] step: 20299, loss_mpn: 0.132725, loss_rec: 0.094969, loss_semantic: 0.917944, loss_idmrf: 25.877804, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:00:14,571 - INFO - [Train] step: 20399, loss_mpn: 0.102842, loss_rec: 0.114128, loss_semantic: 0.963121, loss_idmrf: 31.471596, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:01:10,226 - INFO - [Train] step: 20499, loss_mpn: 0.128866, loss_rec: 0.084569, loss_semantic: 0.911578, loss_idmrf: 26.999235, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:02:05,928 - INFO - [Train] step: 20599, loss_mpn: 0.116288, loss_rec: 0.105235, loss_semantic: 0.981382, loss_idmrf: 29.249685, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:03:01,523 - INFO - [Train] step: 20699, loss_mpn: 0.067447, loss_rec: 0.065176, loss_semantic: 0.808736, loss_idmrf: 21.077324, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:03:57,159 - INFO - [Train] step: 20799, loss_mpn: 0.084826, loss_rec: 0.051326, loss_semantic: 0.697203, loss_idmrf: 20.109314, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:04:52,820 - INFO - [Train] step: 20899, loss_mpn: 0.067311, loss_rec: 0.063442, loss_semantic: 0.788051, loss_idmrf: 17.192036, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:05:48,471 - INFO - [Train] step: 20999, loss_mpn: 0.099646, loss_rec: 0.076833, loss_semantic: 0.909173, loss_idmrf: 25.401901, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:07:15,106 - INFO - [Eval] step: 20999, bce: 0.313613, psnr: 24.363325, ssim: 0.809123
+2023-03-19 20:08:15,006 - INFO - [Train] step: 21099, loss_mpn: 0.114085, loss_rec: 0.074349, loss_semantic: 0.903861, loss_idmrf: 23.144037, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:09:10,826 - INFO - [Train] step: 21199, loss_mpn: 0.104541, loss_rec: 0.065632, loss_semantic: 0.765882, loss_idmrf: 22.863384, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:10:06,577 - INFO - [Train] step: 21299, loss_mpn: 0.079955, loss_rec: 0.068655, loss_semantic: 0.858531, loss_idmrf: 22.876440, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:11:02,319 - INFO - [Train] step: 21399, loss_mpn: 0.150487, loss_rec: 0.087596, loss_semantic: 0.938150, loss_idmrf: 26.505632, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:11:58,024 - INFO - [Train] step: 21499, loss_mpn: 0.138181, loss_rec: 0.097075, loss_semantic: 1.001408, loss_idmrf: 30.548096, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:12:53,716 - INFO - [Train] step: 21599, loss_mpn: 0.079478, loss_rec: 0.088677, loss_semantic: 0.939630, loss_idmrf: 26.264221, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:13:49,328 - INFO - [Train] step: 21699, loss_mpn: 0.129653, loss_rec: 0.112173, loss_semantic: 0.976615, loss_idmrf: 25.623739, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:14:44,926 - INFO - [Train] step: 21799, loss_mpn: 0.096862, loss_rec: 0.102236, loss_semantic: 0.965197, loss_idmrf: 32.033131, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:15:40,559 - INFO - [Train] step: 21899, loss_mpn: 0.085362, loss_rec: 0.047091, loss_semantic: 0.753165, loss_idmrf: 16.968960, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:16:36,213 - INFO - [Train] step: 21999, loss_mpn: 0.071349, loss_rec: 0.078451, loss_semantic: 0.777959, loss_idmrf: 21.646439, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:18:04,220 - INFO - [Eval] step: 21999, bce: 0.289816, psnr: 24.393772, ssim: 0.812606
+2023-03-19 20:19:04,281 - INFO - [Train] step: 22099, loss_mpn: 0.138094, loss_rec: 0.087311, loss_semantic: 0.931455, loss_idmrf: 28.953960, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:20:00,262 - INFO - [Train] step: 22199, loss_mpn: 0.081968, loss_rec: 0.052808, loss_semantic: 0.763285, loss_idmrf: 18.207840, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:20:56,240 - INFO - [Train] step: 22299, loss_mpn: 0.097921, loss_rec: 0.066903, loss_semantic: 0.802551, loss_idmrf: 21.568720, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:21:52,258 - INFO - [Train] step: 22399, loss_mpn: 0.144631, loss_rec: 0.070166, loss_semantic: 0.837093, loss_idmrf: 24.244213, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:22:48,331 - INFO - [Train] step: 22499, loss_mpn: 0.098825, loss_rec: 0.076865, loss_semantic: 0.857654, loss_idmrf: 28.778557, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:23:45,288 - INFO - [Train] step: 22599, loss_mpn: 0.096328, loss_rec: 0.083094, loss_semantic: 0.910997, loss_idmrf: 25.073162, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:24:41,181 - INFO - [Train] step: 22699, loss_mpn: 0.071471, loss_rec: 0.076598, loss_semantic: 0.894777, loss_idmrf: 21.457026, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:25:37,034 - INFO - [Train] step: 22799, loss_mpn: 0.077023, loss_rec: 0.064813, loss_semantic: 0.806433, loss_idmrf: 21.307161, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:26:32,934 - INFO - [Train] step: 22899, loss_mpn: 0.110189, loss_rec: 0.078867, loss_semantic: 0.860843, loss_idmrf: 28.028057, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:27:28,711 - INFO - [Train] step: 22999, loss_mpn: 0.137236, loss_rec: 0.095398, loss_semantic: 1.000713, loss_idmrf: 32.527973, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:28:57,031 - INFO - [Eval] step: 22999, bce: 0.307005, psnr: 24.738552, ssim: 0.818023
+2023-03-19 20:29:57,010 - INFO - [Train] step: 23099, loss_mpn: 0.130509, loss_rec: 0.077405, loss_semantic: 0.899292, loss_idmrf: 22.972994, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:30:52,864 - INFO - [Train] step: 23199, loss_mpn: 0.131285, loss_rec: 0.101297, loss_semantic: 0.969317, loss_idmrf: 26.361977, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:31:48,781 - INFO - [Train] step: 23299, loss_mpn: 0.113218, loss_rec: 0.066756, loss_semantic: 0.812035, loss_idmrf: 23.517874, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:32:44,527 - INFO - [Train] step: 23399, loss_mpn: 0.081817, loss_rec: 0.090080, loss_semantic: 0.983568, loss_idmrf: 26.811455, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:33:40,339 - INFO - [Train] step: 23499, loss_mpn: 0.094150, loss_rec: 0.061430, loss_semantic: 0.762086, loss_idmrf: 18.991253, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:34:36,133 - INFO - [Train] step: 23599, loss_mpn: 0.092352, loss_rec: 0.062097, loss_semantic: 0.832931, loss_idmrf: 19.573093, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:35:31,847 - INFO - [Train] step: 23699, loss_mpn: 0.075970, loss_rec: 0.046313, loss_semantic: 0.676499, loss_idmrf: 16.253918, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:36:27,576 - INFO - [Train] step: 23799, loss_mpn: 0.130439, loss_rec: 0.092575, loss_semantic: 0.883542, loss_idmrf: 25.766790, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:37:23,306 - INFO - [Train] step: 23899, loss_mpn: 0.234957, loss_rec: 0.106706, loss_semantic: 1.037969, loss_idmrf: 29.746700, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:38:19,093 - INFO - [Train] step: 23999, loss_mpn: 0.116202, loss_rec: 0.060539, loss_semantic: 0.813901, loss_idmrf: 20.595938, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:39:45,281 - INFO - [Eval] step: 23999, bce: 0.298769, psnr: 24.369595, ssim: 0.809005
+2023-03-19 20:40:45,222 - INFO - [Train] step: 24099, loss_mpn: 0.112177, loss_rec: 0.068757, loss_semantic: 0.874561, loss_idmrf: 24.980703, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:41:41,079 - INFO - [Train] step: 24199, loss_mpn: 0.109886, loss_rec: 0.074214, loss_semantic: 0.847087, loss_idmrf: 23.392008, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:42:36,945 - INFO - [Train] step: 24299, loss_mpn: 0.048651, loss_rec: 0.052819, loss_semantic: 0.683168, loss_idmrf: 19.742935, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:43:32,792 - INFO - [Train] step: 24399, loss_mpn: 0.071302, loss_rec: 0.082289, loss_semantic: 0.928131, loss_idmrf: 25.443840, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:44:28,595 - INFO - [Train] step: 24499, loss_mpn: 0.131739, loss_rec: 0.093865, loss_semantic: 0.929613, loss_idmrf: 23.865122, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:45:24,388 - INFO - [Train] step: 24599, loss_mpn: 0.119032, loss_rec: 0.097130, loss_semantic: 0.953629, loss_idmrf: 25.888081, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:46:20,190 - INFO - [Train] step: 24699, loss_mpn: 0.099463, loss_rec: 0.069996, loss_semantic: 0.857283, loss_idmrf: 21.770727, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:47:15,796 - INFO - [Train] step: 24799, loss_mpn: 0.095093, loss_rec: 0.063976, loss_semantic: 0.791379, loss_idmrf: 22.555237, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:48:11,479 - INFO - [Train] step: 24899, loss_mpn: 0.135089, loss_rec: 0.100603, loss_semantic: 0.934945, loss_idmrf: 24.579464, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:49:07,208 - INFO - [Train] step: 24999, loss_mpn: 0.127906, loss_rec: 0.061614, loss_semantic: 0.807929, loss_idmrf: 23.943588, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:50:34,175 - INFO - [Eval] step: 24999, bce: 0.258094, psnr: 24.644432, ssim: 0.817928
+2023-03-19 20:51:34,100 - INFO - [Train] step: 25099, loss_mpn: 0.102494, loss_rec: 0.086634, loss_semantic: 0.944781, loss_idmrf: 27.626537, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:52:29,899 - INFO - [Train] step: 25199, loss_mpn: 0.056379, loss_rec: 0.061611, loss_semantic: 0.805317, loss_idmrf: 18.980320, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:53:25,709 - INFO - [Train] step: 25299, loss_mpn: 0.095189, loss_rec: 0.058548, loss_semantic: 0.842165, loss_idmrf: 22.450169, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:54:21,411 - INFO - [Train] step: 25399, loss_mpn: 0.102033, loss_rec: 0.069338, loss_semantic: 0.818232, loss_idmrf: 24.126310, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:55:17,109 - INFO - [Train] step: 25499, loss_mpn: 0.127555, loss_rec: 0.079560, loss_semantic: 0.901724, loss_idmrf: 22.783539, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:56:12,805 - INFO - [Train] step: 25599, loss_mpn: 0.122395, loss_rec: 0.073872, loss_semantic: 0.885034, loss_idmrf: 24.350689, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:57:08,507 - INFO - [Train] step: 25699, loss_mpn: 0.133405, loss_rec: 0.091597, loss_semantic: 0.937772, loss_idmrf: 28.572363, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:58:04,139 - INFO - [Train] step: 25799, loss_mpn: 0.086590, loss_rec: 0.070358, loss_semantic: 0.834167, loss_idmrf: 23.446350, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:58:59,732 - INFO - [Train] step: 25899, loss_mpn: 0.091542, loss_rec: 0.071011, loss_semantic: 0.786730, loss_idmrf: 20.963511, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 20:59:55,352 - INFO - [Train] step: 25999, loss_mpn: 0.095671, loss_rec: 0.095291, loss_semantic: 0.902735, loss_idmrf: 25.647781, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:01:21,701 - INFO - [Eval] step: 25999, bce: 0.280222, psnr: 24.763945, ssim: 0.817146
+2023-03-19 21:02:21,485 - INFO - [Train] step: 26099, loss_mpn: 0.092515, loss_rec: 0.058551, loss_semantic: 0.780702, loss_idmrf: 17.445961, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:03:17,304 - INFO - [Train] step: 26199, loss_mpn: 0.059454, loss_rec: 0.048324, loss_semantic: 0.729347, loss_idmrf: 14.902838, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:04:12,997 - INFO - [Train] step: 26299, loss_mpn: 0.058474, loss_rec: 0.061803, loss_semantic: 0.799794, loss_idmrf: 22.127024, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:05:08,702 - INFO - [Train] step: 26399, loss_mpn: 0.098670, loss_rec: 0.093208, loss_semantic: 1.015242, loss_idmrf: 28.494347, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:06:04,404 - INFO - [Train] step: 26499, loss_mpn: 0.060635, loss_rec: 0.044967, loss_semantic: 0.674254, loss_idmrf: 17.872826, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:07:00,093 - INFO - [Train] step: 26599, loss_mpn: 0.075179, loss_rec: 0.046733, loss_semantic: 0.712354, loss_idmrf: 16.172661, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:07:55,767 - INFO - [Train] step: 26699, loss_mpn: 0.049745, loss_rec: 0.045361, loss_semantic: 0.688255, loss_idmrf: 11.401249, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:08:51,350 - INFO - [Train] step: 26799, loss_mpn: 0.129085, loss_rec: 0.086961, loss_semantic: 0.845634, loss_idmrf: 24.390427, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:09:46,817 - INFO - [Train] step: 26899, loss_mpn: 0.088128, loss_rec: 0.105554, loss_semantic: 0.898360, loss_idmrf: 22.310417, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:10:42,325 - INFO - [Train] step: 26999, loss_mpn: 0.068186, loss_rec: 0.059423, loss_semantic: 0.784135, loss_idmrf: 21.807556, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:12:08,238 - INFO - [Eval] step: 26999, bce: 0.255163, psnr: 25.018200, ssim: 0.823478
+2023-03-19 21:13:08,009 - INFO - [Train] step: 27099, loss_mpn: 0.067043, loss_rec: 0.052328, loss_semantic: 0.742581, loss_idmrf: 16.227289, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:14:03,718 - INFO - [Train] step: 27199, loss_mpn: 0.090367, loss_rec: 0.057700, loss_semantic: 0.746779, loss_idmrf: 16.778023, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:14:59,574 - INFO - [Train] step: 27299, loss_mpn: 0.087635, loss_rec: 0.057727, loss_semantic: 0.780413, loss_idmrf: 17.165504, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:15:55,271 - INFO - [Train] step: 27399, loss_mpn: 0.084468, loss_rec: 0.065730, loss_semantic: 0.797272, loss_idmrf: 20.327488, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:16:51,004 - INFO - [Train] step: 27499, loss_mpn: 0.063558, loss_rec: 0.075848, loss_semantic: 0.832748, loss_idmrf: 22.489651, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:17:46,723 - INFO - [Train] step: 27599, loss_mpn: 0.056654, loss_rec: 0.072147, loss_semantic: 0.826729, loss_idmrf: 22.760160, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:18:42,354 - INFO - [Train] step: 27699, loss_mpn: 0.085775, loss_rec: 0.075392, loss_semantic: 0.904026, loss_idmrf: 28.777622, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:19:38,101 - INFO - [Train] step: 27799, loss_mpn: 0.081314, loss_rec: 0.053719, loss_semantic: 0.724470, loss_idmrf: 20.241211, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:20:33,684 - INFO - [Train] step: 27899, loss_mpn: 0.084199, loss_rec: 0.082415, loss_semantic: 0.937499, loss_idmrf: 27.317223, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:21:29,308 - INFO - [Train] step: 27999, loss_mpn: 0.114810, loss_rec: 0.059092, loss_semantic: 0.745579, loss_idmrf: 18.057678, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:22:54,200 - INFO - [Eval] step: 27999, bce: 0.272622, psnr: 24.906103, ssim: 0.819595
+2023-03-19 21:23:54,031 - INFO - [Train] step: 28099, loss_mpn: 0.125367, loss_rec: 0.070674, loss_semantic: 0.814670, loss_idmrf: 22.894493, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:24:49,894 - INFO - [Train] step: 28199, loss_mpn: 0.102585, loss_rec: 0.099603, loss_semantic: 0.977201, loss_idmrf: 30.229702, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:25:45,797 - INFO - [Train] step: 28299, loss_mpn: 0.124036, loss_rec: 0.070432, loss_semantic: 0.877578, loss_idmrf: 22.040634, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:26:41,645 - INFO - [Train] step: 28399, loss_mpn: 0.087753, loss_rec: 0.099248, loss_semantic: 0.988227, loss_idmrf: 29.872339, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:27:37,451 - INFO - [Train] step: 28499, loss_mpn: 0.090681, loss_rec: 0.058984, loss_semantic: 0.783855, loss_idmrf: 20.195778, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:28:33,201 - INFO - [Train] step: 28599, loss_mpn: 0.093040, loss_rec: 0.118239, loss_semantic: 1.020727, loss_idmrf: 33.562698, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:29:28,961 - INFO - [Train] step: 28699, loss_mpn: 0.072462, loss_rec: 0.056792, loss_semantic: 0.740971, loss_idmrf: 17.916861, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:30:24,720 - INFO - [Train] step: 28799, loss_mpn: 0.120257, loss_rec: 0.116083, loss_semantic: 1.013047, loss_idmrf: 29.561388, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:31:20,534 - INFO - [Train] step: 28899, loss_mpn: 0.129642, loss_rec: 0.082405, loss_semantic: 0.920401, loss_idmrf: 24.582283, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:32:16,337 - INFO - [Train] step: 28999, loss_mpn: 0.074017, loss_rec: 0.073981, loss_semantic: 0.861740, loss_idmrf: 20.320847, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:33:44,868 - INFO - [Eval] step: 28999, bce: 0.257634, psnr: 25.019737, ssim: 0.824422
+2023-03-19 21:34:44,644 - INFO - [Train] step: 29099, loss_mpn: 0.170961, loss_rec: 0.095825, loss_semantic: 0.951367, loss_idmrf: 28.855434, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:35:40,504 - INFO - [Train] step: 29199, loss_mpn: 0.075845, loss_rec: 0.075642, loss_semantic: 0.863554, loss_idmrf: 24.621557, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:36:36,430 - INFO - [Train] step: 29299, loss_mpn: 0.094022, loss_rec: 0.090721, loss_semantic: 0.926352, loss_idmrf: 23.303799, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:37:32,338 - INFO - [Train] step: 29399, loss_mpn: 0.055785, loss_rec: 0.052768, loss_semantic: 0.730958, loss_idmrf: 18.901537, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:38:28,221 - INFO - [Train] step: 29499, loss_mpn: 0.058838, loss_rec: 0.048433, loss_semantic: 0.674954, loss_idmrf: 13.149815, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:39:24,072 - INFO - [Train] step: 29599, loss_mpn: 0.117470, loss_rec: 0.054545, loss_semantic: 0.791329, loss_idmrf: 22.488243, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:40:19,927 - INFO - [Train] step: 29699, loss_mpn: 0.074131, loss_rec: 0.074773, loss_semantic: 0.858653, loss_idmrf: 21.945307, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:41:15,768 - INFO - [Train] step: 29799, loss_mpn: 0.059161, loss_rec: 0.076328, loss_semantic: 0.839429, loss_idmrf: 24.928055, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:42:11,574 - INFO - [Train] step: 29899, loss_mpn: 0.050047, loss_rec: 0.071691, loss_semantic: 0.838680, loss_idmrf: 21.531719, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:43:07,461 - INFO - [Train] step: 29999, loss_mpn: 0.138911, loss_rec: 0.062360, loss_semantic: 0.829424, loss_idmrf: 24.383455, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:44:35,548 - INFO - [Eval] step: 29999, bce: 0.243721, psnr: 25.065910, ssim: 0.825390
+2023-03-19 21:45:36,389 - INFO - [Train] step: 30099, loss_mpn: 0.156718, loss_rec: 0.073121, loss_semantic: 0.824651, loss_idmrf: 24.671360, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:46:32,222 - INFO - [Train] step: 30199, loss_mpn: 0.070447, loss_rec: 0.058609, loss_semantic: 0.725900, loss_idmrf: 18.059452, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:47:28,055 - INFO - [Train] step: 30299, loss_mpn: 0.064127, loss_rec: 0.063061, loss_semantic: 0.800337, loss_idmrf: 20.886589, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:48:24,027 - INFO - [Train] step: 30399, loss_mpn: 0.096639, loss_rec: 0.092786, loss_semantic: 0.923369, loss_idmrf: 24.650677, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:49:19,881 - INFO - [Train] step: 30499, loss_mpn: 0.083598, loss_rec: 0.078870, loss_semantic: 0.887717, loss_idmrf: 23.990337, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:50:15,684 - INFO - [Train] step: 30599, loss_mpn: 0.090741, loss_rec: 0.085332, loss_semantic: 0.936236, loss_idmrf: 27.407867, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:51:11,485 - INFO - [Train] step: 30699, loss_mpn: 0.061890, loss_rec: 0.069368, loss_semantic: 0.771819, loss_idmrf: 22.854435, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:52:07,299 - INFO - [Train] step: 30799, loss_mpn: 0.096322, loss_rec: 0.062655, loss_semantic: 0.786697, loss_idmrf: 21.353258, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:53:03,079 - INFO - [Train] step: 30899, loss_mpn: 0.076065, loss_rec: 0.076421, loss_semantic: 0.831095, loss_idmrf: 22.168188, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:53:58,836 - INFO - [Train] step: 30999, loss_mpn: 0.110971, loss_rec: 0.061673, loss_semantic: 0.784823, loss_idmrf: 22.890142, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:55:27,713 - INFO - [Eval] step: 30999, bce: 0.248587, psnr: 25.125929, ssim: 0.825508
+2023-03-19 21:56:27,478 - INFO - [Train] step: 31099, loss_mpn: 0.087191, loss_rec: 0.072422, loss_semantic: 0.900438, loss_idmrf: 23.675413, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:57:23,399 - INFO - [Train] step: 31199, loss_mpn: 0.077212, loss_rec: 0.071789, loss_semantic: 0.795543, loss_idmrf: 21.422855, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:58:19,276 - INFO - [Train] step: 31299, loss_mpn: 0.087464, loss_rec: 0.080316, loss_semantic: 0.855171, loss_idmrf: 20.556370, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 21:59:15,150 - INFO - [Train] step: 31399, loss_mpn: 0.134325, loss_rec: 0.097316, loss_semantic: 0.941345, loss_idmrf: 25.612413, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:00:11,007 - INFO - [Train] step: 31499, loss_mpn: 0.060997, loss_rec: 0.067398, loss_semantic: 0.791562, loss_idmrf: 18.509409, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:01:06,809 - INFO - [Train] step: 31599, loss_mpn: 0.089168, loss_rec: 0.089522, loss_semantic: 0.903423, loss_idmrf: 24.244686, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:02:02,617 - INFO - [Train] step: 31699, loss_mpn: 0.135542, loss_rec: 0.085959, loss_semantic: 0.927019, loss_idmrf: 26.848175, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:02:58,337 - INFO - [Train] step: 31799, loss_mpn: 0.070603, loss_rec: 0.061647, loss_semantic: 0.825802, loss_idmrf: 23.066765, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:03:54,077 - INFO - [Train] step: 31899, loss_mpn: 0.074131, loss_rec: 0.085561, loss_semantic: 0.858626, loss_idmrf: 25.798023, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:04:49,833 - INFO - [Train] step: 31999, loss_mpn: 0.083209, loss_rec: 0.085044, loss_semantic: 0.873416, loss_idmrf: 23.665581, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:06:17,995 - INFO - [Eval] step: 31999, bce: 0.241579, psnr: 25.065510, ssim: 0.822453
+2023-03-19 22:07:18,064 - INFO - [Train] step: 32099, loss_mpn: 0.092942, loss_rec: 0.049475, loss_semantic: 0.719607, loss_idmrf: 15.539001, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:08:13,837 - INFO - [Train] step: 32199, loss_mpn: 0.077893, loss_rec: 0.063867, loss_semantic: 0.815555, loss_idmrf: 20.754238, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:09:09,624 - INFO - [Train] step: 32299, loss_mpn: 0.084903, loss_rec: 0.083421, loss_semantic: 0.884855, loss_idmrf: 28.303530, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:10:05,408 - INFO - [Train] step: 32399, loss_mpn: 0.084757, loss_rec: 0.089857, loss_semantic: 0.937090, loss_idmrf: 24.413986, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:11:01,199 - INFO - [Train] step: 32499, loss_mpn: 0.059241, loss_rec: 0.064685, loss_semantic: 0.777382, loss_idmrf: 18.016743, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:11:56,972 - INFO - [Train] step: 32599, loss_mpn: 0.072557, loss_rec: 0.066278, loss_semantic: 0.800283, loss_idmrf: 22.074240, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:12:52,830 - INFO - [Train] step: 32699, loss_mpn: 0.079952, loss_rec: 0.068906, loss_semantic: 0.763540, loss_idmrf: 23.577869, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:13:48,539 - INFO - [Train] step: 32799, loss_mpn: 0.096233, loss_rec: 0.050649, loss_semantic: 0.741711, loss_idmrf: 16.732687, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:14:44,326 - INFO - [Train] step: 32899, loss_mpn: 0.130065, loss_rec: 0.083650, loss_semantic: 0.876415, loss_idmrf: 23.791437, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:15:39,976 - INFO - [Train] step: 32999, loss_mpn: 0.106812, loss_rec: 0.062808, loss_semantic: 0.868323, loss_idmrf: 28.356615, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:17:06,803 - INFO - [Eval] step: 32999, bce: 0.236533, psnr: 24.478527, ssim: 0.819574
+2023-03-19 22:18:06,637 - INFO - [Train] step: 33099, loss_mpn: 0.113652, loss_rec: 0.098851, loss_semantic: 0.993592, loss_idmrf: 31.212015, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:19:02,346 - INFO - [Train] step: 33199, loss_mpn: 0.061527, loss_rec: 0.075760, loss_semantic: 0.877416, loss_idmrf: 22.194416, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:19:58,187 - INFO - [Train] step: 33299, loss_mpn: 0.070782, loss_rec: 0.057736, loss_semantic: 0.744564, loss_idmrf: 17.106701, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:20:53,963 - INFO - [Train] step: 33399, loss_mpn: 0.068959, loss_rec: 0.075711, loss_semantic: 0.841955, loss_idmrf: 19.669392, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:21:49,746 - INFO - [Train] step: 33499, loss_mpn: 0.065970, loss_rec: 0.059013, loss_semantic: 0.757789, loss_idmrf: 18.133499, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:22:45,565 - INFO - [Train] step: 33599, loss_mpn: 0.081678, loss_rec: 0.057558, loss_semantic: 0.772783, loss_idmrf: 19.126131, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:23:41,365 - INFO - [Train] step: 33699, loss_mpn: 0.072765, loss_rec: 0.086326, loss_semantic: 0.867725, loss_idmrf: 24.388433, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:24:37,051 - INFO - [Train] step: 33799, loss_mpn: 0.079947, loss_rec: 0.065160, loss_semantic: 0.819399, loss_idmrf: 22.721279, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:25:32,794 - INFO - [Train] step: 33899, loss_mpn: 0.080059, loss_rec: 0.059982, loss_semantic: 0.793840, loss_idmrf: 19.663549, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:26:28,511 - INFO - [Train] step: 33999, loss_mpn: 0.052742, loss_rec: 0.075357, loss_semantic: 0.759646, loss_idmrf: 20.434456, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:27:53,902 - INFO - [Eval] step: 33999, bce: 0.251015, psnr: 25.109583, ssim: 0.825558
+2023-03-19 22:28:53,931 - INFO - [Train] step: 34099, loss_mpn: 0.054360, loss_rec: 0.042986, loss_semantic: 0.693541, loss_idmrf: 13.667973, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:29:49,685 - INFO - [Train] step: 34199, loss_mpn: 0.092786, loss_rec: 0.063455, loss_semantic: 0.748660, loss_idmrf: 20.550426, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:30:45,563 - INFO - [Train] step: 34299, loss_mpn: 0.085206, loss_rec: 0.057794, loss_semantic: 0.773130, loss_idmrf: 19.763386, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:31:41,296 - INFO - [Train] step: 34399, loss_mpn: 0.053124, loss_rec: 0.070173, loss_semantic: 0.781232, loss_idmrf: 21.321146, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:32:37,099 - INFO - [Train] step: 34499, loss_mpn: 0.062593, loss_rec: 0.060436, loss_semantic: 0.762700, loss_idmrf: 19.761887, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:33:32,852 - INFO - [Train] step: 34599, loss_mpn: 0.047770, loss_rec: 0.055446, loss_semantic: 0.769442, loss_idmrf: 18.953945, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:34:28,587 - INFO - [Train] step: 34699, loss_mpn: 0.048448, loss_rec: 0.085937, loss_semantic: 0.797179, loss_idmrf: 20.550568, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:35:24,298 - INFO - [Train] step: 34799, loss_mpn: 0.053002, loss_rec: 0.038869, loss_semantic: 0.620233, loss_idmrf: 13.621296, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:36:20,021 - INFO - [Train] step: 34899, loss_mpn: 0.069830, loss_rec: 0.051331, loss_semantic: 0.715508, loss_idmrf: 17.100027, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:37:15,779 - INFO - [Train] step: 34999, loss_mpn: 0.093784, loss_rec: 0.086759, loss_semantic: 0.880878, loss_idmrf: 24.958248, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:38:44,007 - INFO - [Eval] step: 34999, bce: 0.232054, psnr: 25.284578, ssim: 0.828827
+2023-03-19 22:39:43,850 - INFO - [Train] step: 35099, loss_mpn: 0.078070, loss_rec: 0.084794, loss_semantic: 0.867292, loss_idmrf: 22.590755, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:40:39,751 - INFO - [Train] step: 35199, loss_mpn: 0.104965, loss_rec: 0.060144, loss_semantic: 0.816614, loss_idmrf: 22.024527, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:41:35,632 - INFO - [Train] step: 35299, loss_mpn: 0.078612, loss_rec: 0.065653, loss_semantic: 0.804783, loss_idmrf: 19.948734, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:42:31,364 - INFO - [Train] step: 35399, loss_mpn: 0.128347, loss_rec: 0.082328, loss_semantic: 0.865632, loss_idmrf: 23.821861, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:43:27,127 - INFO - [Train] step: 35499, loss_mpn: 0.028478, loss_rec: 0.035516, loss_semantic: 0.554661, loss_idmrf: 11.157152, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:44:22,868 - INFO - [Train] step: 35599, loss_mpn: 0.063650, loss_rec: 0.064924, loss_semantic: 0.721599, loss_idmrf: 14.922136, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:45:18,599 - INFO - [Train] step: 35699, loss_mpn: 0.101329, loss_rec: 0.094751, loss_semantic: 0.926881, loss_idmrf: 24.620464, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:46:14,321 - INFO - [Train] step: 35799, loss_mpn: 0.051517, loss_rec: 0.063390, loss_semantic: 0.813737, loss_idmrf: 20.053829, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:47:10,068 - INFO - [Train] step: 35899, loss_mpn: 0.046878, loss_rec: 0.066716, loss_semantic: 0.784445, loss_idmrf: 23.049200, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:48:05,764 - INFO - [Train] step: 35999, loss_mpn: 0.064178, loss_rec: 0.079665, loss_semantic: 0.803660, loss_idmrf: 24.801029, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:49:30,951 - INFO - [Eval] step: 35999, bce: 0.243085, psnr: 25.194540, ssim: 0.831362
+2023-03-19 22:50:30,731 - INFO - [Train] step: 36099, loss_mpn: 0.124243, loss_rec: 0.076793, loss_semantic: 0.919514, loss_idmrf: 27.566807, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:51:26,541 - INFO - [Train] step: 36199, loss_mpn: 0.088239, loss_rec: 0.061302, loss_semantic: 0.864839, loss_idmrf: 23.601625, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:52:22,288 - INFO - [Train] step: 36299, loss_mpn: 0.069793, loss_rec: 0.047189, loss_semantic: 0.725779, loss_idmrf: 18.372284, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:53:17,913 - INFO - [Train] step: 36399, loss_mpn: 0.049774, loss_rec: 0.052957, loss_semantic: 0.653976, loss_idmrf: 14.061239, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:54:13,501 - INFO - [Train] step: 36499, loss_mpn: 0.084373, loss_rec: 0.080548, loss_semantic: 0.886545, loss_idmrf: 23.174847, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:55:09,139 - INFO - [Train] step: 36599, loss_mpn: 0.131153, loss_rec: 0.079840, loss_semantic: 0.934176, loss_idmrf: 32.851799, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:56:04,775 - INFO - [Train] step: 36699, loss_mpn: 0.134860, loss_rec: 0.088523, loss_semantic: 0.974944, loss_idmrf: 24.405018, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:57:00,350 - INFO - [Train] step: 36799, loss_mpn: 0.110623, loss_rec: 0.068161, loss_semantic: 0.845503, loss_idmrf: 22.498280, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:57:56,001 - INFO - [Train] step: 36899, loss_mpn: 0.050197, loss_rec: 0.056575, loss_semantic: 0.746819, loss_idmrf: 16.924450, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 22:58:51,631 - INFO - [Train] step: 36999, loss_mpn: 0.094416, loss_rec: 0.076316, loss_semantic: 0.870522, loss_idmrf: 21.309055, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:00:19,479 - INFO - [Eval] step: 36999, bce: 0.216837, psnr: 25.234932, ssim: 0.830428
+2023-03-19 23:01:19,380 - INFO - [Train] step: 37099, loss_mpn: 0.067882, loss_rec: 0.071593, loss_semantic: 0.803633, loss_idmrf: 22.699284, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:02:15,243 - INFO - [Train] step: 37199, loss_mpn: 0.052339, loss_rec: 0.064600, loss_semantic: 0.713796, loss_idmrf: 15.717736, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:03:11,075 - INFO - [Train] step: 37299, loss_mpn: 0.063767, loss_rec: 0.066711, loss_semantic: 0.805255, loss_idmrf: 17.916542, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:04:06,862 - INFO - [Train] step: 37399, loss_mpn: 0.070540, loss_rec: 0.089626, loss_semantic: 0.919675, loss_idmrf: 26.189907, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:05:02,639 - INFO - [Train] step: 37499, loss_mpn: 0.090869, loss_rec: 0.077079, loss_semantic: 0.851284, loss_idmrf: 24.762197, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:05:59,246 - INFO - [Train] step: 37599, loss_mpn: 0.061151, loss_rec: 0.067058, loss_semantic: 0.780387, loss_idmrf: 19.592497, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:06:54,889 - INFO - [Train] step: 37699, loss_mpn: 0.077012, loss_rec: 0.047882, loss_semantic: 0.706976, loss_idmrf: 15.781604, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:07:50,562 - INFO - [Train] step: 37799, loss_mpn: 0.101441, loss_rec: 0.101196, loss_semantic: 0.956316, loss_idmrf: 27.505352, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:08:46,167 - INFO - [Train] step: 37899, loss_mpn: 0.093433, loss_rec: 0.073088, loss_semantic: 0.888148, loss_idmrf: 23.683516, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:09:41,914 - INFO - [Train] step: 37999, loss_mpn: 0.089700, loss_rec: 0.076946, loss_semantic: 0.855475, loss_idmrf: 24.767387, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:11:08,707 - INFO - [Eval] step: 37999, bce: 0.245569, psnr: 25.376621, ssim: 0.832302
+2023-03-19 23:12:08,700 - INFO - [Train] step: 38099, loss_mpn: 0.043297, loss_rec: 0.054934, loss_semantic: 0.708554, loss_idmrf: 17.823883, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:13:04,622 - INFO - [Train] step: 38199, loss_mpn: 0.065568, loss_rec: 0.079720, loss_semantic: 0.821150, loss_idmrf: 20.938026, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:14:00,597 - INFO - [Train] step: 38299, loss_mpn: 0.067398, loss_rec: 0.060929, loss_semantic: 0.778645, loss_idmrf: 19.304401, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:14:56,516 - INFO - [Train] step: 38399, loss_mpn: 0.063050, loss_rec: 0.076125, loss_semantic: 0.840774, loss_idmrf: 22.509670, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:15:52,273 - INFO - [Train] step: 38499, loss_mpn: 0.061374, loss_rec: 0.061244, loss_semantic: 0.798120, loss_idmrf: 22.401155, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:16:47,993 - INFO - [Train] step: 38599, loss_mpn: 0.074823, loss_rec: 0.068814, loss_semantic: 0.819574, loss_idmrf: 21.742628, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:17:43,726 - INFO - [Train] step: 38699, loss_mpn: 0.036226, loss_rec: 0.065225, loss_semantic: 0.772979, loss_idmrf: 19.437494, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:18:39,456 - INFO - [Train] step: 38799, loss_mpn: 0.066574, loss_rec: 0.074652, loss_semantic: 0.792183, loss_idmrf: 22.745136, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:19:35,246 - INFO - [Train] step: 38899, loss_mpn: 0.056358, loss_rec: 0.072125, loss_semantic: 0.815454, loss_idmrf: 21.121037, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:20:30,941 - INFO - [Train] step: 38999, loss_mpn: 0.086395, loss_rec: 0.055841, loss_semantic: 0.775537, loss_idmrf: 21.772499, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:21:58,461 - INFO - [Eval] step: 38999, bce: 0.213618, psnr: 25.373684, ssim: 0.829932
+2023-03-19 23:22:58,494 - INFO - [Train] step: 39099, loss_mpn: 0.069779, loss_rec: 0.057516, loss_semantic: 0.746211, loss_idmrf: 18.686827, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:23:54,378 - INFO - [Train] step: 39199, loss_mpn: 0.049284, loss_rec: 0.058664, loss_semantic: 0.755019, loss_idmrf: 22.846249, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:24:50,315 - INFO - [Train] step: 39299, loss_mpn: 0.090811, loss_rec: 0.084618, loss_semantic: 0.843147, loss_idmrf: 25.234327, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:25:46,280 - INFO - [Train] step: 39399, loss_mpn: 0.096029, loss_rec: 0.065625, loss_semantic: 0.802007, loss_idmrf: 22.058102, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:26:42,082 - INFO - [Train] step: 39499, loss_mpn: 0.067275, loss_rec: 0.069651, loss_semantic: 0.816810, loss_idmrf: 21.746777, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:27:37,808 - INFO - [Train] step: 39599, loss_mpn: 0.058216, loss_rec: 0.054350, loss_semantic: 0.685841, loss_idmrf: 15.703476, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:28:33,482 - INFO - [Train] step: 39699, loss_mpn: 0.087871, loss_rec: 0.069201, loss_semantic: 0.857664, loss_idmrf: 20.784855, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:29:29,185 - INFO - [Train] step: 39799, loss_mpn: 0.045817, loss_rec: 0.050335, loss_semantic: 0.719091, loss_idmrf: 16.479084, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:30:24,903 - INFO - [Train] step: 39899, loss_mpn: 0.045196, loss_rec: 0.058777, loss_semantic: 0.725397, loss_idmrf: 18.931675, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:31:20,607 - INFO - [Train] step: 39999, loss_mpn: 0.057163, loss_rec: 0.064855, loss_semantic: 0.822390, loss_idmrf: 24.914320, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:32:48,694 - INFO - [Eval] step: 39999, bce: 0.220150, psnr: 25.468142, ssim: 0.834380
+2023-03-19 23:33:48,711 - INFO - [Train] step: 40099, loss_mpn: 0.067188, loss_rec: 0.055117, loss_semantic: 0.736395, loss_idmrf: 19.384771, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:34:44,564 - INFO - [Train] step: 40199, loss_mpn: 0.054481, loss_rec: 0.071165, loss_semantic: 0.839369, loss_idmrf: 21.717947, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:35:40,401 - INFO - [Train] step: 40299, loss_mpn: 0.099374, loss_rec: 0.066106, loss_semantic: 0.816091, loss_idmrf: 23.490040, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:36:36,300 - INFO - [Train] step: 40399, loss_mpn: 0.092485, loss_rec: 0.076121, loss_semantic: 0.878521, loss_idmrf: 26.334080, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:37:32,127 - INFO - [Train] step: 40499, loss_mpn: 0.103131, loss_rec: 0.068850, loss_semantic: 0.826344, loss_idmrf: 24.001766, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:38:27,889 - INFO - [Train] step: 40599, loss_mpn: 0.127254, loss_rec: 0.059952, loss_semantic: 0.773926, loss_idmrf: 23.902208, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:39:23,641 - INFO - [Train] step: 40699, loss_mpn: 0.062129, loss_rec: 0.056947, loss_semantic: 0.776592, loss_idmrf: 18.231173, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:40:19,352 - INFO - [Train] step: 40799, loss_mpn: 0.049441, loss_rec: 0.068407, loss_semantic: 0.768668, loss_idmrf: 17.187620, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:41:15,052 - INFO - [Train] step: 40899, loss_mpn: 0.062251, loss_rec: 0.078074, loss_semantic: 0.837078, loss_idmrf: 23.639671, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:42:10,833 - INFO - [Train] step: 40999, loss_mpn: 0.101665, loss_rec: 0.081956, loss_semantic: 0.849540, loss_idmrf: 27.051220, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:43:38,388 - INFO - [Eval] step: 40999, bce: 0.224121, psnr: 25.442816, ssim: 0.836243
+2023-03-19 23:44:38,392 - INFO - [Train] step: 41099, loss_mpn: 0.039598, loss_rec: 0.045941, loss_semantic: 0.680828, loss_idmrf: 13.211061, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:45:34,215 - INFO - [Train] step: 41199, loss_mpn: 0.062878, loss_rec: 0.058707, loss_semantic: 0.762699, loss_idmrf: 20.705479, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:46:30,150 - INFO - [Train] step: 41299, loss_mpn: 0.026984, loss_rec: 0.046375, loss_semantic: 0.624878, loss_idmrf: 14.265566, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:47:26,026 - INFO - [Train] step: 41399, loss_mpn: 0.045282, loss_rec: 0.069069, loss_semantic: 0.773437, loss_idmrf: 19.165874, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:48:21,892 - INFO - [Train] step: 41499, loss_mpn: 0.090042, loss_rec: 0.091077, loss_semantic: 0.916245, loss_idmrf: 24.841061, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:49:17,655 - INFO - [Train] step: 41599, loss_mpn: 0.074517, loss_rec: 0.071923, loss_semantic: 0.872059, loss_idmrf: 23.756824, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:50:13,399 - INFO - [Train] step: 41699, loss_mpn: 0.061735, loss_rec: 0.060659, loss_semantic: 0.787715, loss_idmrf: 15.358549, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:51:09,104 - INFO - [Train] step: 41799, loss_mpn: 0.063705, loss_rec: 0.062669, loss_semantic: 0.784442, loss_idmrf: 21.900402, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:52:04,798 - INFO - [Train] step: 41899, loss_mpn: 0.054833, loss_rec: 0.080918, loss_semantic: 0.822596, loss_idmrf: 19.651512, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:53:00,527 - INFO - [Train] step: 41999, loss_mpn: 0.033745, loss_rec: 0.050389, loss_semantic: 0.713234, loss_idmrf: 17.219952, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:54:26,054 - INFO - [Eval] step: 41999, bce: 0.215690, psnr: 25.533957, ssim: 0.833895
+2023-03-19 23:55:26,357 - INFO - [Train] step: 42099, loss_mpn: 0.053126, loss_rec: 0.062532, loss_semantic: 0.746429, loss_idmrf: 17.191647, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:56:22,230 - INFO - [Train] step: 42199, loss_mpn: 0.070583, loss_rec: 0.051891, loss_semantic: 0.767697, loss_idmrf: 21.064405, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:57:18,096 - INFO - [Train] step: 42299, loss_mpn: 0.053027, loss_rec: 0.045766, loss_semantic: 0.665588, loss_idmrf: 14.463089, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:58:13,880 - INFO - [Train] step: 42399, loss_mpn: 0.079308, loss_rec: 0.074188, loss_semantic: 0.800792, loss_idmrf: 21.383701, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-19 23:59:09,645 - INFO - [Train] step: 42499, loss_mpn: 0.037405, loss_rec: 0.053072, loss_semantic: 0.679822, loss_idmrf: 14.767071, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:00:05,370 - INFO - [Train] step: 42599, loss_mpn: 0.075134, loss_rec: 0.078943, loss_semantic: 0.853431, loss_idmrf: 21.085886, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:01:01,107 - INFO - [Train] step: 42699, loss_mpn: 0.071801, loss_rec: 0.067829, loss_semantic: 0.826026, loss_idmrf: 20.008148, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:01:56,817 - INFO - [Train] step: 42799, loss_mpn: 0.097197, loss_rec: 0.061826, loss_semantic: 0.818152, loss_idmrf: 19.203297, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:02:52,450 - INFO - [Train] step: 42899, loss_mpn: 0.076227, loss_rec: 0.055998, loss_semantic: 0.804023, loss_idmrf: 20.796047, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:03:48,154 - INFO - [Train] step: 42999, loss_mpn: 0.084794, loss_rec: 0.084456, loss_semantic: 0.933732, loss_idmrf: 27.865555, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:05:15,903 - INFO - [Eval] step: 42999, bce: 0.200918, psnr: 25.523121, ssim: 0.837474
+2023-03-20 00:06:15,870 - INFO - [Train] step: 43099, loss_mpn: 0.067834, loss_rec: 0.068071, loss_semantic: 0.831121, loss_idmrf: 21.222223, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:07:11,785 - INFO - [Train] step: 43199, loss_mpn: 0.063775, loss_rec: 0.090025, loss_semantic: 0.837936, loss_idmrf: 20.458454, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:08:07,697 - INFO - [Train] step: 43299, loss_mpn: 0.049303, loss_rec: 0.043377, loss_semantic: 0.702585, loss_idmrf: 15.607910, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:09:03,523 - INFO - [Train] step: 43399, loss_mpn: 0.033860, loss_rec: 0.043788, loss_semantic: 0.597744, loss_idmrf: 14.552702, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:09:59,303 - INFO - [Train] step: 43499, loss_mpn: 0.068334, loss_rec: 0.070655, loss_semantic: 0.843704, loss_idmrf: 22.240219, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:10:55,085 - INFO - [Train] step: 43599, loss_mpn: 0.053799, loss_rec: 0.051311, loss_semantic: 0.710846, loss_idmrf: 17.760345, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:11:50,794 - INFO - [Train] step: 43699, loss_mpn: 0.065201, loss_rec: 0.066467, loss_semantic: 0.774511, loss_idmrf: 20.468750, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:12:46,382 - INFO - [Train] step: 43799, loss_mpn: 0.072040, loss_rec: 0.063249, loss_semantic: 0.812693, loss_idmrf: 19.445110, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:13:42,003 - INFO - [Train] step: 43899, loss_mpn: 0.073053, loss_rec: 0.051856, loss_semantic: 0.708481, loss_idmrf: 14.390573, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:14:37,618 - INFO - [Train] step: 43999, loss_mpn: 0.084860, loss_rec: 0.070907, loss_semantic: 0.727493, loss_idmrf: 15.111900, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:16:03,470 - INFO - [Eval] step: 43999, bce: 0.209483, psnr: 24.965786, ssim: 0.826724
+2023-03-20 00:17:03,286 - INFO - [Train] step: 44099, loss_mpn: 0.041367, loss_rec: 0.044296, loss_semantic: 0.703949, loss_idmrf: 11.955242, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:17:59,141 - INFO - [Train] step: 44199, loss_mpn: 0.137137, loss_rec: 0.059066, loss_semantic: 0.726945, loss_idmrf: 18.259180, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:18:54,985 - INFO - [Train] step: 44299, loss_mpn: 0.103383, loss_rec: 0.066915, loss_semantic: 0.784220, loss_idmrf: 19.392735, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:19:50,711 - INFO - [Train] step: 44399, loss_mpn: 0.052052, loss_rec: 0.057650, loss_semantic: 0.725407, loss_idmrf: 21.335169, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:20:46,522 - INFO - [Train] step: 44499, loss_mpn: 0.081636, loss_rec: 0.064447, loss_semantic: 0.817140, loss_idmrf: 19.230679, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:21:42,278 - INFO - [Train] step: 44599, loss_mpn: 0.080994, loss_rec: 0.101655, loss_semantic: 0.903400, loss_idmrf: 27.276533, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:22:38,038 - INFO - [Train] step: 44699, loss_mpn: 0.045622, loss_rec: 0.064606, loss_semantic: 0.736941, loss_idmrf: 21.100281, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:23:33,738 - INFO - [Train] step: 44799, loss_mpn: 0.085974, loss_rec: 0.075619, loss_semantic: 0.904581, loss_idmrf: 26.431343, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:24:29,435 - INFO - [Train] step: 44899, loss_mpn: 0.094284, loss_rec: 0.063133, loss_semantic: 0.770773, loss_idmrf: 19.315393, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:25:25,148 - INFO - [Train] step: 44999, loss_mpn: 0.100020, loss_rec: 0.099302, loss_semantic: 0.932954, loss_idmrf: 25.671181, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:26:55,472 - INFO - [Eval] step: 44999, bce: 0.198757, psnr: 25.576553, ssim: 0.837576
+2023-03-20 00:27:56,270 - INFO - [Train] step: 45099, loss_mpn: 0.051399, loss_rec: 0.057395, loss_semantic: 0.791844, loss_idmrf: 20.697693, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:28:52,110 - INFO - [Train] step: 45199, loss_mpn: 0.041868, loss_rec: 0.078350, loss_semantic: 0.849102, loss_idmrf: 25.006914, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:29:47,952 - INFO - [Train] step: 45299, loss_mpn: 0.117143, loss_rec: 0.077829, loss_semantic: 0.889335, loss_idmrf: 24.034195, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:30:43,824 - INFO - [Train] step: 45399, loss_mpn: 0.092342, loss_rec: 0.066646, loss_semantic: 0.831607, loss_idmrf: 21.228758, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:31:39,689 - INFO - [Train] step: 45499, loss_mpn: 0.069726, loss_rec: 0.050573, loss_semantic: 0.691849, loss_idmrf: 14.631887, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:32:35,480 - INFO - [Train] step: 45599, loss_mpn: 0.066008, loss_rec: 0.060547, loss_semantic: 0.744718, loss_idmrf: 18.804619, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:33:31,197 - INFO - [Train] step: 45699, loss_mpn: 0.076990, loss_rec: 0.055477, loss_semantic: 0.751116, loss_idmrf: 21.127182, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:34:26,952 - INFO - [Train] step: 45799, loss_mpn: 0.051619, loss_rec: 0.050385, loss_semantic: 0.694731, loss_idmrf: 14.556534, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:35:22,617 - INFO - [Train] step: 45899, loss_mpn: 0.072576, loss_rec: 0.082114, loss_semantic: 0.883133, loss_idmrf: 22.852291, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:36:18,252 - INFO - [Train] step: 45999, loss_mpn: 0.052822, loss_rec: 0.047504, loss_semantic: 0.717951, loss_idmrf: 18.043207, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:37:46,802 - INFO - [Eval] step: 45999, bce: 0.195722, psnr: 25.655117, ssim: 0.836973
+2023-03-20 00:38:46,532 - INFO - [Train] step: 46099, loss_mpn: 0.063077, loss_rec: 0.060343, loss_semantic: 0.733865, loss_idmrf: 15.036061, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:39:42,305 - INFO - [Train] step: 46199, loss_mpn: 0.053784, loss_rec: 0.037580, loss_semantic: 0.577578, loss_idmrf: 11.957039, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:40:38,084 - INFO - [Train] step: 46299, loss_mpn: 0.065663, loss_rec: 0.067977, loss_semantic: 0.772582, loss_idmrf: 19.340302, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:41:33,904 - INFO - [Train] step: 46399, loss_mpn: 0.055034, loss_rec: 0.064138, loss_semantic: 0.796246, loss_idmrf: 19.903704, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:42:29,662 - INFO - [Train] step: 46499, loss_mpn: 0.077567, loss_rec: 0.070549, loss_semantic: 0.852298, loss_idmrf: 22.518047, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:43:25,377 - INFO - [Train] step: 46599, loss_mpn: 0.053450, loss_rec: 0.065444, loss_semantic: 0.765239, loss_idmrf: 20.186943, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:44:21,100 - INFO - [Train] step: 46699, loss_mpn: 0.043080, loss_rec: 0.063160, loss_semantic: 0.779914, loss_idmrf: 20.602528, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:45:16,848 - INFO - [Train] step: 46799, loss_mpn: 0.083180, loss_rec: 0.066832, loss_semantic: 0.810465, loss_idmrf: 18.987963, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:46:12,627 - INFO - [Train] step: 46899, loss_mpn: 0.069484, loss_rec: 0.079455, loss_semantic: 0.888310, loss_idmrf: 22.572159, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:47:08,410 - INFO - [Train] step: 46999, loss_mpn: 0.065164, loss_rec: 0.095999, loss_semantic: 0.908320, loss_idmrf: 26.277687, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:48:33,788 - INFO - [Eval] step: 46999, bce: 0.215753, psnr: 25.702597, ssim: 0.839122
+2023-03-20 00:49:33,647 - INFO - [Train] step: 47099, loss_mpn: 0.055501, loss_rec: 0.058576, loss_semantic: 0.701373, loss_idmrf: 14.891998, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:50:29,520 - INFO - [Train] step: 47199, loss_mpn: 0.061100, loss_rec: 0.063784, loss_semantic: 0.775612, loss_idmrf: 23.215637, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:51:25,424 - INFO - [Train] step: 47299, loss_mpn: 0.062462, loss_rec: 0.070006, loss_semantic: 0.815978, loss_idmrf: 22.982883, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:52:21,194 - INFO - [Train] step: 47399, loss_mpn: 0.056586, loss_rec: 0.065752, loss_semantic: 0.776235, loss_idmrf: 15.843822, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:53:17,113 - INFO - [Train] step: 47499, loss_mpn: 0.023710, loss_rec: 0.048505, loss_semantic: 0.616986, loss_idmrf: 15.959347, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:54:13,054 - INFO - [Train] step: 47599, loss_mpn: 0.049449, loss_rec: 0.064374, loss_semantic: 0.781615, loss_idmrf: 18.112793, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:55:08,941 - INFO - [Train] step: 47699, loss_mpn: 0.119381, loss_rec: 0.075513, loss_semantic: 0.844257, loss_idmrf: 22.174351, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:56:04,799 - INFO - [Train] step: 47799, loss_mpn: 0.077620, loss_rec: 0.070094, loss_semantic: 0.774747, loss_idmrf: 19.131748, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:57:00,674 - INFO - [Train] step: 47899, loss_mpn: 0.046621, loss_rec: 0.044734, loss_semantic: 0.665477, loss_idmrf: 14.687354, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:57:56,463 - INFO - [Train] step: 47999, loss_mpn: 0.037384, loss_rec: 0.063727, loss_semantic: 0.724357, loss_idmrf: 17.830952, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 00:59:22,510 - INFO - [Eval] step: 47999, bce: 0.195042, psnr: 25.621054, ssim: 0.837521
+2023-03-20 01:00:22,357 - INFO - [Train] step: 48099, loss_mpn: 0.041628, loss_rec: 0.059550, loss_semantic: 0.698322, loss_idmrf: 16.938688, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:01:18,174 - INFO - [Train] step: 48199, loss_mpn: 0.090071, loss_rec: 0.073162, loss_semantic: 0.922610, loss_idmrf: 21.337173, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:02:14,076 - INFO - [Train] step: 48299, loss_mpn: 0.053548, loss_rec: 0.040079, loss_semantic: 0.617048, loss_idmrf: 11.337076, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:03:09,965 - INFO - [Train] step: 48399, loss_mpn: 0.069312, loss_rec: 0.081244, loss_semantic: 0.846722, loss_idmrf: 22.640224, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:04:05,822 - INFO - [Train] step: 48499, loss_mpn: 0.066981, loss_rec: 0.059555, loss_semantic: 0.771479, loss_idmrf: 16.848915, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:05:01,700 - INFO - [Train] step: 48599, loss_mpn: 0.050167, loss_rec: 0.076591, loss_semantic: 0.855080, loss_idmrf: 21.374910, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:05:57,563 - INFO - [Train] step: 48699, loss_mpn: 0.056978, loss_rec: 0.063582, loss_semantic: 0.801292, loss_idmrf: 18.872849, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:06:53,460 - INFO - [Train] step: 48799, loss_mpn: 0.056166, loss_rec: 0.057449, loss_semantic: 0.682148, loss_idmrf: 19.442930, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:07:49,390 - INFO - [Train] step: 48899, loss_mpn: 0.067417, loss_rec: 0.083905, loss_semantic: 0.817654, loss_idmrf: 19.528219, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:08:45,434 - INFO - [Train] step: 48999, loss_mpn: 0.083028, loss_rec: 0.086013, loss_semantic: 0.931151, loss_idmrf: 23.010801, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:10:13,198 - INFO - [Eval] step: 48999, bce: 0.198948, psnr: 25.576937, ssim: 0.839612
+2023-03-20 01:11:13,314 - INFO - [Train] step: 49099, loss_mpn: 0.074367, loss_rec: 0.060745, loss_semantic: 0.781499, loss_idmrf: 18.970314, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:12:09,392 - INFO - [Train] step: 49199, loss_mpn: 0.112806, loss_rec: 0.055786, loss_semantic: 0.785119, loss_idmrf: 20.344843, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:13:05,580 - INFO - [Train] step: 49299, loss_mpn: 0.068322, loss_rec: 0.052987, loss_semantic: 0.682703, loss_idmrf: 14.070663, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:14:01,721 - INFO - [Train] step: 49399, loss_mpn: 0.067821, loss_rec: 0.051156, loss_semantic: 0.698959, loss_idmrf: 15.289322, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:14:57,929 - INFO - [Train] step: 49499, loss_mpn: 0.077583, loss_rec: 0.056178, loss_semantic: 0.732965, loss_idmrf: 18.843523, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:15:54,147 - INFO - [Train] step: 49599, loss_mpn: 0.091565, loss_rec: 0.063625, loss_semantic: 0.776564, loss_idmrf: 18.638910, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:16:50,309 - INFO - [Train] step: 49699, loss_mpn: 0.103002, loss_rec: 0.054913, loss_semantic: 0.730927, loss_idmrf: 17.248690, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:17:46,491 - INFO - [Train] step: 49799, loss_mpn: 0.044937, loss_rec: 0.073278, loss_semantic: 0.790711, loss_idmrf: 19.386589, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:18:42,572 - INFO - [Train] step: 49899, loss_mpn: 0.071749, loss_rec: 0.074167, loss_semantic: 0.806620, loss_idmrf: 22.720581, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:19:38,697 - INFO - [Train] step: 49999, loss_mpn: 0.078479, loss_rec: 0.052784, loss_semantic: 0.699221, loss_idmrf: 17.249104, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:21:06,137 - INFO - [Eval] step: 49999, bce: 0.189215, psnr: 25.852770, ssim: 0.842420
+2023-03-20 01:22:06,404 - INFO - [Train] step: 50099, loss_mpn: 0.090200, loss_rec: 0.078785, loss_semantic: 0.812755, loss_idmrf: 20.439621, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:23:02,543 - INFO - [Train] step: 50199, loss_mpn: 0.080159, loss_rec: 0.073147, loss_semantic: 0.828480, loss_idmrf: 23.053730, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:23:58,698 - INFO - [Train] step: 50299, loss_mpn: 0.061701, loss_rec: 0.056703, loss_semantic: 0.750363, loss_idmrf: 18.610291, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:24:54,760 - INFO - [Train] step: 50399, loss_mpn: 0.047922, loss_rec: 0.081029, loss_semantic: 0.844029, loss_idmrf: 22.515419, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:25:50,831 - INFO - [Train] step: 50499, loss_mpn: 0.068097, loss_rec: 0.061734, loss_semantic: 0.790634, loss_idmrf: 19.185217, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:26:46,848 - INFO - [Train] step: 50599, loss_mpn: 0.046824, loss_rec: 0.048654, loss_semantic: 0.667812, loss_idmrf: 12.843900, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:27:42,842 - INFO - [Train] step: 50699, loss_mpn: 0.113052, loss_rec: 0.066630, loss_semantic: 0.784846, loss_idmrf: 22.483425, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:28:38,877 - INFO - [Train] step: 50799, loss_mpn: 0.062122, loss_rec: 0.059225, loss_semantic: 0.758119, loss_idmrf: 18.804832, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:29:34,927 - INFO - [Train] step: 50899, loss_mpn: 0.050011, loss_rec: 0.080526, loss_semantic: 0.861700, loss_idmrf: 21.298641, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:30:30,884 - INFO - [Train] step: 50999, loss_mpn: 0.056661, loss_rec: 0.075245, loss_semantic: 0.815503, loss_idmrf: 18.695782, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:31:57,446 - INFO - [Eval] step: 50999, bce: 0.203217, psnr: 25.797777, ssim: 0.843883
+2023-03-20 01:32:57,497 - INFO - [Train] step: 51099, loss_mpn: 0.075159, loss_rec: 0.085750, loss_semantic: 0.853826, loss_idmrf: 18.598446, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:33:53,598 - INFO - [Train] step: 51199, loss_mpn: 0.090816, loss_rec: 0.074745, loss_semantic: 0.821120, loss_idmrf: 23.086559, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:34:49,722 - INFO - [Train] step: 51299, loss_mpn: 0.064863, loss_rec: 0.055290, loss_semantic: 0.708094, loss_idmrf: 16.244577, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:35:45,805 - INFO - [Train] step: 51399, loss_mpn: 0.044376, loss_rec: 0.051584, loss_semantic: 0.692267, loss_idmrf: 15.554168, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:36:41,785 - INFO - [Train] step: 51499, loss_mpn: 0.089883, loss_rec: 0.058203, loss_semantic: 0.767863, loss_idmrf: 19.109205, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:37:37,842 - INFO - [Train] step: 51599, loss_mpn: 0.131866, loss_rec: 0.077862, loss_semantic: 0.893730, loss_idmrf: 22.963890, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:38:33,768 - INFO - [Train] step: 51699, loss_mpn: 0.052943, loss_rec: 0.063150, loss_semantic: 0.729015, loss_idmrf: 17.380335, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:39:29,785 - INFO - [Train] step: 51799, loss_mpn: 0.101677, loss_rec: 0.047623, loss_semantic: 0.677000, loss_idmrf: 18.634319, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:40:25,801 - INFO - [Train] step: 51899, loss_mpn: 0.044846, loss_rec: 0.067726, loss_semantic: 0.778623, loss_idmrf: 17.844542, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:41:21,805 - INFO - [Train] step: 51999, loss_mpn: 0.063037, loss_rec: 0.063429, loss_semantic: 0.759071, loss_idmrf: 19.481653, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:42:48,225 - INFO - [Eval] step: 51999, bce: 0.184278, psnr: 25.864401, ssim: 0.843935
+2023-03-20 01:43:48,327 - INFO - [Train] step: 52099, loss_mpn: 0.052961, loss_rec: 0.078649, loss_semantic: 0.929328, loss_idmrf: 24.658474, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:44:44,249 - INFO - [Train] step: 52199, loss_mpn: 0.107681, loss_rec: 0.072292, loss_semantic: 0.795259, loss_idmrf: 24.173441, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:45:40,292 - INFO - [Train] step: 52299, loss_mpn: 0.031037, loss_rec: 0.051214, loss_semantic: 0.723464, loss_idmrf: 15.549882, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:46:36,192 - INFO - [Train] step: 52399, loss_mpn: 0.060757, loss_rec: 0.040255, loss_semantic: 0.616609, loss_idmrf: 12.265384, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:47:32,232 - INFO - [Train] step: 52499, loss_mpn: 0.095977, loss_rec: 0.065408, loss_semantic: 0.752587, loss_idmrf: 19.684006, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:48:28,971 - INFO - [Train] step: 52599, loss_mpn: 0.067482, loss_rec: 0.064828, loss_semantic: 0.782737, loss_idmrf: 17.573618, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:49:24,801 - INFO - [Train] step: 52699, loss_mpn: 0.080497, loss_rec: 0.055048, loss_semantic: 0.741738, loss_idmrf: 17.479332, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:50:20,589 - INFO - [Train] step: 52799, loss_mpn: 0.048144, loss_rec: 0.046914, loss_semantic: 0.612104, loss_idmrf: 10.976260, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:51:16,458 - INFO - [Train] step: 52899, loss_mpn: 0.062731, loss_rec: 0.060054, loss_semantic: 0.767992, loss_idmrf: 23.638556, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:52:12,342 - INFO - [Train] step: 52999, loss_mpn: 0.103686, loss_rec: 0.083787, loss_semantic: 0.861125, loss_idmrf: 24.874733, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:53:37,489 - INFO - [Eval] step: 52999, bce: 0.198820, psnr: 25.917658, ssim: 0.844330
+2023-03-20 01:54:37,454 - INFO - [Train] step: 53099, loss_mpn: 0.055688, loss_rec: 0.063477, loss_semantic: 0.792137, loss_idmrf: 21.730568, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:55:33,434 - INFO - [Train] step: 53199, loss_mpn: 0.062919, loss_rec: 0.060058, loss_semantic: 0.769673, loss_idmrf: 18.737865, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:56:29,357 - INFO - [Train] step: 53299, loss_mpn: 0.067983, loss_rec: 0.073425, loss_semantic: 0.867962, loss_idmrf: 24.178230, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:57:25,189 - INFO - [Train] step: 53399, loss_mpn: 0.057209, loss_rec: 0.067665, loss_semantic: 0.796782, loss_idmrf: 20.705881, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:58:21,057 - INFO - [Train] step: 53499, loss_mpn: 0.062632, loss_rec: 0.052386, loss_semantic: 0.694218, loss_idmrf: 17.268330, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 01:59:16,845 - INFO - [Train] step: 53599, loss_mpn: 0.074416, loss_rec: 0.064167, loss_semantic: 0.788835, loss_idmrf: 20.817753, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:00:12,732 - INFO - [Train] step: 53699, loss_mpn: 0.056962, loss_rec: 0.041212, loss_semantic: 0.640447, loss_idmrf: 15.323687, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:01:08,577 - INFO - [Train] step: 53799, loss_mpn: 0.042020, loss_rec: 0.066888, loss_semantic: 0.758449, loss_idmrf: 19.287289, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:02:04,367 - INFO - [Train] step: 53899, loss_mpn: 0.063860, loss_rec: 0.056401, loss_semantic: 0.781236, loss_idmrf: 20.679071, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:03:00,162 - INFO - [Train] step: 53999, loss_mpn: 0.045260, loss_rec: 0.050864, loss_semantic: 0.688675, loss_idmrf: 13.441566, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:04:29,330 - INFO - [Eval] step: 53999, bce: 0.187142, psnr: 25.990955, ssim: 0.845913
+2023-03-20 02:05:29,202 - INFO - [Train] step: 54099, loss_mpn: 0.075404, loss_rec: 0.045376, loss_semantic: 0.681476, loss_idmrf: 16.434734, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:06:25,210 - INFO - [Train] step: 54199, loss_mpn: 0.033526, loss_rec: 0.060266, loss_semantic: 0.734499, loss_idmrf: 17.703609, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:07:21,225 - INFO - [Train] step: 54299, loss_mpn: 0.080933, loss_rec: 0.069928, loss_semantic: 0.819365, loss_idmrf: 18.940277, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:08:17,105 - INFO - [Train] step: 54399, loss_mpn: 0.051231, loss_rec: 0.058585, loss_semantic: 0.702262, loss_idmrf: 17.400669, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:09:13,000 - INFO - [Train] step: 54499, loss_mpn: 0.067670, loss_rec: 0.060557, loss_semantic: 0.744624, loss_idmrf: 17.397905, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:10:08,835 - INFO - [Train] step: 54599, loss_mpn: 0.082524, loss_rec: 0.085926, loss_semantic: 0.846484, loss_idmrf: 22.456690, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:11:04,802 - INFO - [Train] step: 54699, loss_mpn: 0.046570, loss_rec: 0.058750, loss_semantic: 0.762506, loss_idmrf: 15.750566, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:12:00,645 - INFO - [Train] step: 54799, loss_mpn: 0.044516, loss_rec: 0.055836, loss_semantic: 0.725863, loss_idmrf: 16.369934, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:12:56,522 - INFO - [Train] step: 54899, loss_mpn: 0.082630, loss_rec: 0.062499, loss_semantic: 0.753431, loss_idmrf: 19.567661, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:13:52,431 - INFO - [Train] step: 54999, loss_mpn: 0.078445, loss_rec: 0.052610, loss_semantic: 0.690187, loss_idmrf: 16.098301, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:15:17,596 - INFO - [Eval] step: 54999, bce: 0.179729, psnr: 25.805798, ssim: 0.845649
+2023-03-20 02:16:17,662 - INFO - [Train] step: 55099, loss_mpn: 0.028641, loss_rec: 0.059719, loss_semantic: 0.715743, loss_idmrf: 20.063110, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:17:13,695 - INFO - [Train] step: 55199, loss_mpn: 0.069552, loss_rec: 0.058596, loss_semantic: 0.708205, loss_idmrf: 19.063906, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:18:09,773 - INFO - [Train] step: 55299, loss_mpn: 0.059131, loss_rec: 0.067632, loss_semantic: 0.777229, loss_idmrf: 18.441509, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:19:05,781 - INFO - [Train] step: 55399, loss_mpn: 0.031126, loss_rec: 0.041611, loss_semantic: 0.622772, loss_idmrf: 12.705919, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:20:01,655 - INFO - [Train] step: 55499, loss_mpn: 0.046129, loss_rec: 0.046785, loss_semantic: 0.647404, loss_idmrf: 12.411226, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:20:57,596 - INFO - [Train] step: 55599, loss_mpn: 0.039606, loss_rec: 0.054065, loss_semantic: 0.654838, loss_idmrf: 14.903697, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:21:53,508 - INFO - [Train] step: 55699, loss_mpn: 0.094258, loss_rec: 0.075711, loss_semantic: 0.875959, loss_idmrf: 20.679651, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:22:49,457 - INFO - [Train] step: 55799, loss_mpn: 0.056643, loss_rec: 0.046503, loss_semantic: 0.674068, loss_idmrf: 16.315540, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:23:45,419 - INFO - [Train] step: 55899, loss_mpn: 0.045352, loss_rec: 0.057934, loss_semantic: 0.762216, loss_idmrf: 17.924639, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:24:41,414 - INFO - [Train] step: 55999, loss_mpn: 0.064841, loss_rec: 0.059968, loss_semantic: 0.800183, loss_idmrf: 22.266150, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:26:06,554 - INFO - [Eval] step: 55999, bce: 0.182262, psnr: 25.964369, ssim: 0.848435
+2023-03-20 02:27:06,780 - INFO - [Train] step: 56099, loss_mpn: 0.058474, loss_rec: 0.051105, loss_semantic: 0.663790, loss_idmrf: 15.943274, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:28:02,961 - INFO - [Train] step: 56199, loss_mpn: 0.074189, loss_rec: 0.071895, loss_semantic: 0.801002, loss_idmrf: 21.677303, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:28:59,071 - INFO - [Train] step: 56299, loss_mpn: 0.043131, loss_rec: 0.063729, loss_semantic: 0.670510, loss_idmrf: 14.981150, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:29:55,152 - INFO - [Train] step: 56399, loss_mpn: 0.076410, loss_rec: 0.084933, loss_semantic: 0.818326, loss_idmrf: 20.155087, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:30:51,172 - INFO - [Train] step: 56499, loss_mpn: 0.080323, loss_rec: 0.103568, loss_semantic: 0.889453, loss_idmrf: 21.236769, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:31:47,200 - INFO - [Train] step: 56599, loss_mpn: 0.077212, loss_rec: 0.058166, loss_semantic: 0.753827, loss_idmrf: 14.260003, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:32:43,255 - INFO - [Train] step: 56699, loss_mpn: 0.047844, loss_rec: 0.063596, loss_semantic: 0.729282, loss_idmrf: 16.403231, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:33:39,290 - INFO - [Train] step: 56799, loss_mpn: 0.057329, loss_rec: 0.072824, loss_semantic: 0.842928, loss_idmrf: 21.008751, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:34:35,313 - INFO - [Train] step: 56899, loss_mpn: 0.039409, loss_rec: 0.060308, loss_semantic: 0.702731, loss_idmrf: 16.439028, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:35:31,311 - INFO - [Train] step: 56999, loss_mpn: 0.056222, loss_rec: 0.059999, loss_semantic: 0.711502, loss_idmrf: 18.480663, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:37:00,301 - INFO - [Eval] step: 56999, bce: 0.179545, psnr: 26.113890, ssim: 0.849885
+2023-03-20 02:38:00,360 - INFO - [Train] step: 57099, loss_mpn: 0.062282, loss_rec: 0.057387, loss_semantic: 0.716727, loss_idmrf: 16.595249, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:38:56,639 - INFO - [Train] step: 57199, loss_mpn: 0.061394, loss_rec: 0.060803, loss_semantic: 0.763318, loss_idmrf: 21.088020, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:39:52,949 - INFO - [Train] step: 57299, loss_mpn: 0.097415, loss_rec: 0.064772, loss_semantic: 0.758723, loss_idmrf: 15.794150, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:40:49,125 - INFO - [Train] step: 57399, loss_mpn: 0.038783, loss_rec: 0.040626, loss_semantic: 0.651013, loss_idmrf: 11.882317, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:41:45,332 - INFO - [Train] step: 57499, loss_mpn: 0.056993, loss_rec: 0.079271, loss_semantic: 0.844154, loss_idmrf: 20.375971, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:42:41,493 - INFO - [Train] step: 57599, loss_mpn: 0.064208, loss_rec: 0.056215, loss_semantic: 0.722835, loss_idmrf: 16.254086, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:43:37,629 - INFO - [Train] step: 57699, loss_mpn: 0.049910, loss_rec: 0.058623, loss_semantic: 0.760568, loss_idmrf: 17.033161, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:44:33,822 - INFO - [Train] step: 57799, loss_mpn: 0.042614, loss_rec: 0.048502, loss_semantic: 0.606290, loss_idmrf: 13.263288, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:45:30,014 - INFO - [Train] step: 57899, loss_mpn: 0.056327, loss_rec: 0.058187, loss_semantic: 0.763877, loss_idmrf: 15.409393, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:46:26,120 - INFO - [Train] step: 57999, loss_mpn: 0.044224, loss_rec: 0.044725, loss_semantic: 0.639696, loss_idmrf: 12.487628, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:47:51,381 - INFO - [Eval] step: 57999, bce: 0.183750, psnr: 26.031099, ssim: 0.849988
+2023-03-20 02:48:51,615 - INFO - [Train] step: 58099, loss_mpn: 0.039957, loss_rec: 0.080680, loss_semantic: 0.785518, loss_idmrf: 17.129454, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:49:47,834 - INFO - [Train] step: 58199, loss_mpn: 0.054267, loss_rec: 0.067387, loss_semantic: 0.812238, loss_idmrf: 21.507374, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:50:44,103 - INFO - [Train] step: 58299, loss_mpn: 0.065285, loss_rec: 0.061554, loss_semantic: 0.779276, loss_idmrf: 16.356047, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:51:40,347 - INFO - [Train] step: 58399, loss_mpn: 0.082995, loss_rec: 0.058595, loss_semantic: 0.752131, loss_idmrf: 13.454741, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:52:36,511 - INFO - [Train] step: 58499, loss_mpn: 0.033123, loss_rec: 0.076747, loss_semantic: 0.723621, loss_idmrf: 15.817654, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:53:32,577 - INFO - [Train] step: 58599, loss_mpn: 0.046910, loss_rec: 0.050115, loss_semantic: 0.699125, loss_idmrf: 14.670035, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:54:28,598 - INFO - [Train] step: 58699, loss_mpn: 0.066763, loss_rec: 0.071460, loss_semantic: 0.803209, loss_idmrf: 21.050558, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:55:24,627 - INFO - [Train] step: 58799, loss_mpn: 0.069114, loss_rec: 0.051084, loss_semantic: 0.713269, loss_idmrf: 15.559919, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:56:20,668 - INFO - [Train] step: 58899, loss_mpn: 0.056471, loss_rec: 0.059452, loss_semantic: 0.716682, loss_idmrf: 14.839957, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:57:16,712 - INFO - [Train] step: 58999, loss_mpn: 0.167330, loss_rec: 0.063023, loss_semantic: 0.700023, loss_idmrf: 18.235611, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 02:58:43,524 - INFO - [Eval] step: 58999, bce: 0.172777, psnr: 25.747787, ssim: 0.849289
+2023-03-20 02:59:43,724 - INFO - [Train] step: 59099, loss_mpn: 0.048966, loss_rec: 0.056003, loss_semantic: 0.701361, loss_idmrf: 17.982988, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:00:40,021 - INFO - [Train] step: 59199, loss_mpn: 0.035192, loss_rec: 0.073319, loss_semantic: 0.733825, loss_idmrf: 20.882330, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:01:36,344 - INFO - [Train] step: 59299, loss_mpn: 0.063189, loss_rec: 0.055821, loss_semantic: 0.696890, loss_idmrf: 19.213623, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:02:32,531 - INFO - [Train] step: 59399, loss_mpn: 0.065779, loss_rec: 0.051583, loss_semantic: 0.666421, loss_idmrf: 12.787766, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:03:28,645 - INFO - [Train] step: 59499, loss_mpn: 0.081455, loss_rec: 0.074590, loss_semantic: 0.811107, loss_idmrf: 20.318521, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:04:24,768 - INFO - [Train] step: 59599, loss_mpn: 0.042483, loss_rec: 0.050604, loss_semantic: 0.688069, loss_idmrf: 14.271576, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:05:20,900 - INFO - [Train] step: 59699, loss_mpn: 0.059532, loss_rec: 0.050079, loss_semantic: 0.697087, loss_idmrf: 17.509045, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:06:16,963 - INFO - [Train] step: 59799, loss_mpn: 0.036860, loss_rec: 0.051553, loss_semantic: 0.667676, loss_idmrf: 13.938763, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:07:13,028 - INFO - [Train] step: 59899, loss_mpn: 0.074304, loss_rec: 0.048906, loss_semantic: 0.653995, loss_idmrf: 14.773935, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:08:09,249 - INFO - [Train] step: 59999, loss_mpn: 0.055875, loss_rec: 0.068527, loss_semantic: 0.783712, loss_idmrf: 18.767969, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:09:34,813 - INFO - [Eval] step: 59999, bce: 0.177879, psnr: 26.080336, ssim: 0.850475
+2023-03-20 03:10:36,148 - INFO - [Train] step: 60099, loss_mpn: 0.111407, loss_rec: 0.068617, loss_semantic: 0.831601, loss_idmrf: 19.485622, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:11:32,466 - INFO - [Train] step: 60199, loss_mpn: 0.052016, loss_rec: 0.062240, loss_semantic: 0.814978, loss_idmrf: 21.212307, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:12:28,773 - INFO - [Train] step: 60299, loss_mpn: 0.070799, loss_rec: 0.052649, loss_semantic: 0.711746, loss_idmrf: 16.536900, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:13:25,067 - INFO - [Train] step: 60399, loss_mpn: 0.067061, loss_rec: 0.067129, loss_semantic: 0.811759, loss_idmrf: 22.512871, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:14:21,373 - INFO - [Train] step: 60499, loss_mpn: 0.062458, loss_rec: 0.049289, loss_semantic: 0.687549, loss_idmrf: 16.216341, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:15:17,633 - INFO - [Train] step: 60599, loss_mpn: 0.047137, loss_rec: 0.049583, loss_semantic: 0.666382, loss_idmrf: 20.317760, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:16:13,949 - INFO - [Train] step: 60699, loss_mpn: 0.072204, loss_rec: 0.061123, loss_semantic: 0.725675, loss_idmrf: 17.335697, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:17:10,231 - INFO - [Train] step: 60799, loss_mpn: 0.042295, loss_rec: 0.064262, loss_semantic: 0.708874, loss_idmrf: 15.755472, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:18:06,441 - INFO - [Train] step: 60899, loss_mpn: 0.042088, loss_rec: 0.034370, loss_semantic: 0.545440, loss_idmrf: 9.835297, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:19:02,595 - INFO - [Train] step: 60999, loss_mpn: 0.053661, loss_rec: 0.058005, loss_semantic: 0.737520, loss_idmrf: 15.347377, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:20:28,852 - INFO - [Eval] step: 60999, bce: 0.172798, psnr: 26.084198, ssim: 0.851968
+2023-03-20 03:21:29,305 - INFO - [Train] step: 61099, loss_mpn: 0.092848, loss_rec: 0.059380, loss_semantic: 0.664364, loss_idmrf: 16.440321, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:22:25,654 - INFO - [Train] step: 61199, loss_mpn: 0.046729, loss_rec: 0.077232, loss_semantic: 0.777649, loss_idmrf: 21.968786, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:23:21,972 - INFO - [Train] step: 61299, loss_mpn: 0.064932, loss_rec: 0.079406, loss_semantic: 0.770382, loss_idmrf: 17.334751, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:24:18,246 - INFO - [Train] step: 61399, loss_mpn: 0.066782, loss_rec: 0.056097, loss_semantic: 0.685733, loss_idmrf: 14.244833, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:25:14,543 - INFO - [Train] step: 61499, loss_mpn: 0.059727, loss_rec: 0.055214, loss_semantic: 0.714320, loss_idmrf: 17.570236, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:26:10,804 - INFO - [Train] step: 61599, loss_mpn: 0.078463, loss_rec: 0.066289, loss_semantic: 0.809211, loss_idmrf: 21.201202, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:27:07,005 - INFO - [Train] step: 61699, loss_mpn: 0.048875, loss_rec: 0.045116, loss_semantic: 0.657706, loss_idmrf: 14.278120, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:28:03,252 - INFO - [Train] step: 61799, loss_mpn: 0.062294, loss_rec: 0.051141, loss_semantic: 0.684259, loss_idmrf: 13.502806, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:28:59,428 - INFO - [Train] step: 61899, loss_mpn: 0.058106, loss_rec: 0.052286, loss_semantic: 0.715180, loss_idmrf: 16.769745, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:29:55,583 - INFO - [Train] step: 61999, loss_mpn: 0.055780, loss_rec: 0.071141, loss_semantic: 0.782697, loss_idmrf: 19.847198, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:31:20,814 - INFO - [Eval] step: 61999, bce: 0.171051, psnr: 26.151146, ssim: 0.852737
+2023-03-20 03:32:21,180 - INFO - [Train] step: 62099, loss_mpn: 0.062202, loss_rec: 0.076239, loss_semantic: 0.864300, loss_idmrf: 22.295948, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:33:17,510 - INFO - [Train] step: 62199, loss_mpn: 0.047889, loss_rec: 0.062407, loss_semantic: 0.782222, loss_idmrf: 15.049970, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:34:13,838 - INFO - [Train] step: 62299, loss_mpn: 0.080832, loss_rec: 0.052358, loss_semantic: 0.711458, loss_idmrf: 16.272762, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:35:10,157 - INFO - [Train] step: 62399, loss_mpn: 0.035737, loss_rec: 0.064436, loss_semantic: 0.705720, loss_idmrf: 15.954123, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:36:06,406 - INFO - [Train] step: 62499, loss_mpn: 0.060312, loss_rec: 0.074714, loss_semantic: 0.828186, loss_idmrf: 18.837967, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:37:02,691 - INFO - [Train] step: 62599, loss_mpn: 0.067768, loss_rec: 0.096632, loss_semantic: 0.928223, loss_idmrf: 25.855873, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:37:59,028 - INFO - [Train] step: 62699, loss_mpn: 0.069750, loss_rec: 0.066053, loss_semantic: 0.707272, loss_idmrf: 16.333633, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:38:55,249 - INFO - [Train] step: 62799, loss_mpn: 0.083830, loss_rec: 0.050607, loss_semantic: 0.729759, loss_idmrf: 20.976929, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:39:51,427 - INFO - [Train] step: 62899, loss_mpn: 0.107400, loss_rec: 0.069420, loss_semantic: 0.754508, loss_idmrf: 22.076365, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:40:47,548 - INFO - [Train] step: 62999, loss_mpn: 0.054421, loss_rec: 0.068023, loss_semantic: 0.734909, loss_idmrf: 15.744848, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:42:12,611 - INFO - [Eval] step: 62999, bce: 0.185066, psnr: 26.129244, ssim: 0.853879
+2023-03-20 03:43:13,025 - INFO - [Train] step: 63099, loss_mpn: 0.046314, loss_rec: 0.076181, loss_semantic: 0.810524, loss_idmrf: 20.622213, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:44:09,361 - INFO - [Train] step: 63199, loss_mpn: 0.056413, loss_rec: 0.074199, loss_semantic: 0.814801, loss_idmrf: 19.639374, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:45:05,632 - INFO - [Train] step: 63299, loss_mpn: 0.039144, loss_rec: 0.061348, loss_semantic: 0.710647, loss_idmrf: 14.459261, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:46:01,891 - INFO - [Train] step: 63399, loss_mpn: 0.066612, loss_rec: 0.049276, loss_semantic: 0.644331, loss_idmrf: 13.631346, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:46:58,085 - INFO - [Train] step: 63499, loss_mpn: 0.041428, loss_rec: 0.068667, loss_semantic: 0.721578, loss_idmrf: 16.832060, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:47:54,299 - INFO - [Train] step: 63599, loss_mpn: 0.048983, loss_rec: 0.075688, loss_semantic: 0.786343, loss_idmrf: 19.284897, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:48:50,482 - INFO - [Train] step: 63699, loss_mpn: 0.039930, loss_rec: 0.044022, loss_semantic: 0.656102, loss_idmrf: 17.484585, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:49:46,744 - INFO - [Train] step: 63799, loss_mpn: 0.071818, loss_rec: 0.043625, loss_semantic: 0.608227, loss_idmrf: 13.009351, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:50:42,894 - INFO - [Train] step: 63899, loss_mpn: 0.045649, loss_rec: 0.051809, loss_semantic: 0.671903, loss_idmrf: 15.364827, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:51:39,024 - INFO - [Train] step: 63999, loss_mpn: 0.043309, loss_rec: 0.052620, loss_semantic: 0.702304, loss_idmrf: 15.129282, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:53:06,128 - INFO - [Eval] step: 63999, bce: 0.171768, psnr: 26.293093, ssim: 0.854371
+2023-03-20 03:54:06,329 - INFO - [Train] step: 64099, loss_mpn: 0.052701, loss_rec: 0.069923, loss_semantic: 0.715856, loss_idmrf: 18.900219, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:55:02,636 - INFO - [Train] step: 64199, loss_mpn: 0.062379, loss_rec: 0.070817, loss_semantic: 0.715854, loss_idmrf: 17.684965, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:55:58,872 - INFO - [Train] step: 64299, loss_mpn: 0.050788, loss_rec: 0.060942, loss_semantic: 0.764324, loss_idmrf: 18.625977, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:56:55,162 - INFO - [Train] step: 64399, loss_mpn: 0.065236, loss_rec: 0.059831, loss_semantic: 0.759221, loss_idmrf: 16.445572, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:57:51,349 - INFO - [Train] step: 64499, loss_mpn: 0.042833, loss_rec: 0.068182, loss_semantic: 0.759778, loss_idmrf: 17.198223, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:58:47,515 - INFO - [Train] step: 64599, loss_mpn: 0.095125, loss_rec: 0.064344, loss_semantic: 0.746160, loss_idmrf: 22.007936, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 03:59:43,682 - INFO - [Train] step: 64699, loss_mpn: 0.044422, loss_rec: 0.045593, loss_semantic: 0.633669, loss_idmrf: 15.368109, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:00:39,902 - INFO - [Train] step: 64799, loss_mpn: 0.048420, loss_rec: 0.052013, loss_semantic: 0.642301, loss_idmrf: 15.585381, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:01:36,059 - INFO - [Train] step: 64899, loss_mpn: 0.103203, loss_rec: 0.079591, loss_semantic: 0.858115, loss_idmrf: 22.323423, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:02:32,236 - INFO - [Train] step: 64999, loss_mpn: 0.104475, loss_rec: 0.063909, loss_semantic: 0.672460, loss_idmrf: 15.844279, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:03:58,485 - INFO - [Eval] step: 64999, bce: 0.190977, psnr: 26.151661, ssim: 0.851180
+2023-03-20 04:04:58,802 - INFO - [Train] step: 65099, loss_mpn: 0.067864, loss_rec: 0.045091, loss_semantic: 0.602121, loss_idmrf: 15.197079, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:05:55,084 - INFO - [Train] step: 65199, loss_mpn: 0.052688, loss_rec: 0.064976, loss_semantic: 0.750989, loss_idmrf: 19.284477, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:06:51,306 - INFO - [Train] step: 65299, loss_mpn: 0.043472, loss_rec: 0.066269, loss_semantic: 0.719613, loss_idmrf: 15.034830, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:07:47,589 - INFO - [Train] step: 65399, loss_mpn: 0.055531, loss_rec: 0.089837, loss_semantic: 0.876624, loss_idmrf: 27.337645, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:08:43,784 - INFO - [Train] step: 65499, loss_mpn: 0.041174, loss_rec: 0.055829, loss_semantic: 0.711821, loss_idmrf: 16.704578, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:09:39,994 - INFO - [Train] step: 65599, loss_mpn: 0.041229, loss_rec: 0.086232, loss_semantic: 0.865838, loss_idmrf: 19.332541, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:10:36,191 - INFO - [Train] step: 65699, loss_mpn: 0.057648, loss_rec: 0.076593, loss_semantic: 0.745000, loss_idmrf: 19.159531, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:11:32,361 - INFO - [Train] step: 65799, loss_mpn: 0.054235, loss_rec: 0.059562, loss_semantic: 0.729871, loss_idmrf: 14.722572, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:12:28,584 - INFO - [Train] step: 65899, loss_mpn: 0.064005, loss_rec: 0.061611, loss_semantic: 0.720793, loss_idmrf: 21.326626, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:13:24,814 - INFO - [Train] step: 65999, loss_mpn: 0.068382, loss_rec: 0.073704, loss_semantic: 0.845179, loss_idmrf: 23.149076, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:14:53,387 - INFO - [Eval] step: 65999, bce: 0.165811, psnr: 26.210619, ssim: 0.853860
+2023-03-20 04:15:53,874 - INFO - [Train] step: 66099, loss_mpn: 0.038269, loss_rec: 0.050521, loss_semantic: 0.579234, loss_idmrf: 11.644783, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:16:50,158 - INFO - [Train] step: 66199, loss_mpn: 0.036337, loss_rec: 0.054972, loss_semantic: 0.665259, loss_idmrf: 12.352617, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:17:46,368 - INFO - [Train] step: 66299, loss_mpn: 0.047538, loss_rec: 0.044483, loss_semantic: 0.644312, loss_idmrf: 12.349972, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:18:42,517 - INFO - [Train] step: 66399, loss_mpn: 0.061124, loss_rec: 0.063233, loss_semantic: 0.746549, loss_idmrf: 21.420616, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:19:38,694 - INFO - [Train] step: 66499, loss_mpn: 0.045346, loss_rec: 0.044466, loss_semantic: 0.614053, loss_idmrf: 12.889488, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:20:34,910 - INFO - [Train] step: 66599, loss_mpn: 0.046408, loss_rec: 0.069531, loss_semantic: 0.776188, loss_idmrf: 16.925749, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:21:31,011 - INFO - [Train] step: 66699, loss_mpn: 0.098118, loss_rec: 0.072814, loss_semantic: 0.844377, loss_idmrf: 20.410057, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:22:27,103 - INFO - [Train] step: 66799, loss_mpn: 0.050912, loss_rec: 0.053668, loss_semantic: 0.700871, loss_idmrf: 17.298546, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:23:23,193 - INFO - [Train] step: 66899, loss_mpn: 0.046880, loss_rec: 0.042708, loss_semantic: 0.597516, loss_idmrf: 12.636945, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:24:19,280 - INFO - [Train] step: 66999, loss_mpn: 0.075665, loss_rec: 0.076088, loss_semantic: 0.806702, loss_idmrf: 21.302824, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:25:46,421 - INFO - [Eval] step: 66999, bce: 0.171232, psnr: 26.301535, ssim: 0.854717
+2023-03-20 04:26:46,581 - INFO - [Train] step: 67099, loss_mpn: 0.052016, loss_rec: 0.067943, loss_semantic: 0.781854, loss_idmrf: 24.230824, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:27:42,693 - INFO - [Train] step: 67199, loss_mpn: 0.064288, loss_rec: 0.053273, loss_semantic: 0.703786, loss_idmrf: 17.990438, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:28:38,903 - INFO - [Train] step: 67299, loss_mpn: 0.054758, loss_rec: 0.061738, loss_semantic: 0.711676, loss_idmrf: 14.592216, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:29:35,164 - INFO - [Train] step: 67399, loss_mpn: 0.063143, loss_rec: 0.067996, loss_semantic: 0.786660, loss_idmrf: 20.051043, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:30:31,444 - INFO - [Train] step: 67499, loss_mpn: 0.063476, loss_rec: 0.042267, loss_semantic: 0.632827, loss_idmrf: 13.649385, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:31:28,547 - INFO - [Train] step: 67599, loss_mpn: 0.062755, loss_rec: 0.064913, loss_semantic: 0.809898, loss_idmrf: 22.235996, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:32:24,657 - INFO - [Train] step: 67699, loss_mpn: 0.072433, loss_rec: 0.050367, loss_semantic: 0.673327, loss_idmrf: 14.016022, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:33:20,807 - INFO - [Train] step: 67799, loss_mpn: 0.064055, loss_rec: 0.069183, loss_semantic: 0.751034, loss_idmrf: 18.773119, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:34:17,003 - INFO - [Train] step: 67899, loss_mpn: 0.048455, loss_rec: 0.049784, loss_semantic: 0.646660, loss_idmrf: 15.543104, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:35:13,170 - INFO - [Train] step: 67999, loss_mpn: 0.077746, loss_rec: 0.064866, loss_semantic: 0.840332, loss_idmrf: 22.847458, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:36:39,531 - INFO - [Eval] step: 67999, bce: 0.156319, psnr: 26.369518, ssim: 0.855949
+2023-03-20 04:37:39,804 - INFO - [Train] step: 68099, loss_mpn: 0.057056, loss_rec: 0.068488, loss_semantic: 0.717180, loss_idmrf: 17.974072, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:38:36,025 - INFO - [Train] step: 68199, loss_mpn: 0.076681, loss_rec: 0.068230, loss_semantic: 0.841684, loss_idmrf: 18.480263, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:39:32,199 - INFO - [Train] step: 68299, loss_mpn: 0.052713, loss_rec: 0.066291, loss_semantic: 0.776481, loss_idmrf: 19.080025, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:40:28,336 - INFO - [Train] step: 68399, loss_mpn: 0.066007, loss_rec: 0.049808, loss_semantic: 0.629170, loss_idmrf: 11.862735, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:41:24,512 - INFO - [Train] step: 68499, loss_mpn: 0.048569, loss_rec: 0.056431, loss_semantic: 0.722813, loss_idmrf: 16.915058, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:42:20,705 - INFO - [Train] step: 68599, loss_mpn: 0.061374, loss_rec: 0.080503, loss_semantic: 0.810349, loss_idmrf: 18.949078, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:43:16,865 - INFO - [Train] step: 68699, loss_mpn: 0.035633, loss_rec: 0.049665, loss_semantic: 0.663166, loss_idmrf: 10.891581, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:44:12,985 - INFO - [Train] step: 68799, loss_mpn: 0.063403, loss_rec: 0.066288, loss_semantic: 0.810272, loss_idmrf: 18.893600, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:45:09,180 - INFO - [Train] step: 68899, loss_mpn: 0.096276, loss_rec: 0.068853, loss_semantic: 0.772945, loss_idmrf: 18.829399, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:46:05,305 - INFO - [Train] step: 68999, loss_mpn: 0.094857, loss_rec: 0.062612, loss_semantic: 0.786750, loss_idmrf: 18.733677, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:47:32,761 - INFO - [Eval] step: 68999, bce: 0.155896, psnr: 26.462456, ssim: 0.857316
+2023-03-20 04:48:33,202 - INFO - [Train] step: 69099, loss_mpn: 0.046834, loss_rec: 0.058309, loss_semantic: 0.698065, loss_idmrf: 14.229057, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:49:29,357 - INFO - [Train] step: 69199, loss_mpn: 0.038616, loss_rec: 0.054821, loss_semantic: 0.684123, loss_idmrf: 13.597188, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:50:25,525 - INFO - [Train] step: 69299, loss_mpn: 0.036958, loss_rec: 0.054532, loss_semantic: 0.697520, loss_idmrf: 17.529194, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:51:21,704 - INFO - [Train] step: 69399, loss_mpn: 0.058025, loss_rec: 0.070298, loss_semantic: 0.752133, loss_idmrf: 20.027534, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:52:17,834 - INFO - [Train] step: 69499, loss_mpn: 0.066954, loss_rec: 0.056807, loss_semantic: 0.764342, loss_idmrf: 14.906306, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:53:14,061 - INFO - [Train] step: 69599, loss_mpn: 0.033653, loss_rec: 0.065657, loss_semantic: 0.774838, loss_idmrf: 16.961351, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:54:10,194 - INFO - [Train] step: 69699, loss_mpn: 0.035213, loss_rec: 0.044507, loss_semantic: 0.608915, loss_idmrf: 11.979561, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:55:06,332 - INFO - [Train] step: 69799, loss_mpn: 0.057891, loss_rec: 0.072844, loss_semantic: 0.840951, loss_idmrf: 19.652241, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:56:02,481 - INFO - [Train] step: 69899, loss_mpn: 0.056280, loss_rec: 0.051917, loss_semantic: 0.693780, loss_idmrf: 17.476698, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:56:58,658 - INFO - [Train] step: 69999, loss_mpn: 0.043411, loss_rec: 0.051701, loss_semantic: 0.675072, loss_idmrf: 12.769184, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 04:58:25,781 - INFO - [Eval] step: 69999, bce: 0.162494, psnr: 26.483063, ssim: 0.856998
+2023-03-20 04:59:26,168 - INFO - [Train] step: 70099, loss_mpn: 0.155517, loss_rec: 0.060109, loss_semantic: 0.672144, loss_idmrf: 15.274584, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:00:22,343 - INFO - [Train] step: 70199, loss_mpn: 0.064062, loss_rec: 0.059221, loss_semantic: 0.744665, loss_idmrf: 16.763031, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:01:18,287 - INFO - [Train] step: 70299, loss_mpn: 0.072330, loss_rec: 0.069609, loss_semantic: 0.728626, loss_idmrf: 17.959293, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:02:14,331 - INFO - [Train] step: 70399, loss_mpn: 0.021808, loss_rec: 0.044265, loss_semantic: 0.624999, loss_idmrf: 10.195224, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:03:10,381 - INFO - [Train] step: 70499, loss_mpn: 0.053768, loss_rec: 0.053662, loss_semantic: 0.667211, loss_idmrf: 14.562832, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:04:06,470 - INFO - [Train] step: 70599, loss_mpn: 0.048085, loss_rec: 0.046456, loss_semantic: 0.648652, loss_idmrf: 13.436481, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:05:02,595 - INFO - [Train] step: 70699, loss_mpn: 0.068557, loss_rec: 0.049899, loss_semantic: 0.702264, loss_idmrf: 15.262517, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:05:58,675 - INFO - [Train] step: 70799, loss_mpn: 0.050016, loss_rec: 0.048087, loss_semantic: 0.633263, loss_idmrf: 14.052444, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:06:54,732 - INFO - [Train] step: 70899, loss_mpn: 0.071278, loss_rec: 0.059430, loss_semantic: 0.662813, loss_idmrf: 13.851564, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:07:50,841 - INFO - [Train] step: 70999, loss_mpn: 0.082036, loss_rec: 0.069528, loss_semantic: 0.850066, loss_idmrf: 18.480713, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:09:17,445 - INFO - [Eval] step: 70999, bce: 0.152657, psnr: 26.368484, ssim: 0.857594
+2023-03-20 05:10:17,777 - INFO - [Train] step: 71099, loss_mpn: 0.042321, loss_rec: 0.044493, loss_semantic: 0.678829, loss_idmrf: 12.902209, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:11:13,985 - INFO - [Train] step: 71199, loss_mpn: 0.059988, loss_rec: 0.045186, loss_semantic: 0.600297, loss_idmrf: 12.289383, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:12:10,170 - INFO - [Train] step: 71299, loss_mpn: 0.053573, loss_rec: 0.055030, loss_semantic: 0.688858, loss_idmrf: 16.699444, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:13:06,270 - INFO - [Train] step: 71399, loss_mpn: 0.074115, loss_rec: 0.086824, loss_semantic: 0.873119, loss_idmrf: 23.257381, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:14:02,406 - INFO - [Train] step: 71499, loss_mpn: 0.065673, loss_rec: 0.085405, loss_semantic: 0.895452, loss_idmrf: 24.678007, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:14:58,550 - INFO - [Train] step: 71599, loss_mpn: 0.055696, loss_rec: 0.049918, loss_semantic: 0.629085, loss_idmrf: 13.285765, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:15:54,668 - INFO - [Train] step: 71699, loss_mpn: 0.111299, loss_rec: 0.073610, loss_semantic: 0.855345, loss_idmrf: 22.263994, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:16:50,768 - INFO - [Train] step: 71799, loss_mpn: 0.043082, loss_rec: 0.059193, loss_semantic: 0.727009, loss_idmrf: 17.315590, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:17:46,838 - INFO - [Train] step: 71899, loss_mpn: 0.044310, loss_rec: 0.058147, loss_semantic: 0.702349, loss_idmrf: 16.736418, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:18:42,910 - INFO - [Train] step: 71999, loss_mpn: 0.058374, loss_rec: 0.049101, loss_semantic: 0.663809, loss_idmrf: 15.507771, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:20:09,971 - INFO - [Eval] step: 71999, bce: 0.156270, psnr: 26.402948, ssim: 0.857496
+2023-03-20 05:21:10,376 - INFO - [Train] step: 72099, loss_mpn: 0.070932, loss_rec: 0.065489, loss_semantic: 0.795643, loss_idmrf: 16.025242, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:22:06,590 - INFO - [Train] step: 72199, loss_mpn: 0.048151, loss_rec: 0.066809, loss_semantic: 0.740125, loss_idmrf: 16.460007, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:23:02,748 - INFO - [Train] step: 72299, loss_mpn: 0.055857, loss_rec: 0.050681, loss_semantic: 0.675018, loss_idmrf: 17.626350, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:23:58,803 - INFO - [Train] step: 72399, loss_mpn: 0.044923, loss_rec: 0.042914, loss_semantic: 0.612550, loss_idmrf: 12.357383, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:24:54,867 - INFO - [Train] step: 72499, loss_mpn: 0.048719, loss_rec: 0.075436, loss_semantic: 0.829077, loss_idmrf: 21.440857, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:25:50,869 - INFO - [Train] step: 72599, loss_mpn: 0.058753, loss_rec: 0.040626, loss_semantic: 0.582051, loss_idmrf: 11.734498, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:26:46,861 - INFO - [Train] step: 72699, loss_mpn: 0.038242, loss_rec: 0.046972, loss_semantic: 0.626567, loss_idmrf: 12.877129, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:27:43,009 - INFO - [Train] step: 72799, loss_mpn: 0.065644, loss_rec: 0.068804, loss_semantic: 0.769423, loss_idmrf: 18.128986, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:28:39,083 - INFO - [Train] step: 72899, loss_mpn: 0.049232, loss_rec: 0.060015, loss_semantic: 0.679128, loss_idmrf: 15.381779, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:29:35,158 - INFO - [Train] step: 72999, loss_mpn: 0.085479, loss_rec: 0.068647, loss_semantic: 0.838791, loss_idmrf: 21.708294, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:31:02,147 - INFO - [Eval] step: 72999, bce: 0.187175, psnr: 26.516943, ssim: 0.858847
+2023-03-20 05:32:02,476 - INFO - [Train] step: 73099, loss_mpn: 0.078106, loss_rec: 0.073150, loss_semantic: 0.855660, loss_idmrf: 15.727489, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:32:58,655 - INFO - [Train] step: 73199, loss_mpn: 0.042547, loss_rec: 0.051506, loss_semantic: 0.679361, loss_idmrf: 14.155323, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:33:54,868 - INFO - [Train] step: 73299, loss_mpn: 0.054204, loss_rec: 0.055599, loss_semantic: 0.688721, loss_idmrf: 14.679102, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:34:50,936 - INFO - [Train] step: 73399, loss_mpn: 0.041038, loss_rec: 0.049051, loss_semantic: 0.652508, loss_idmrf: 19.495281, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:35:46,944 - INFO - [Train] step: 73499, loss_mpn: 0.027272, loss_rec: 0.040933, loss_semantic: 0.595416, loss_idmrf: 9.535701, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:36:42,873 - INFO - [Train] step: 73599, loss_mpn: 0.043767, loss_rec: 0.048670, loss_semantic: 0.644551, loss_idmrf: 13.505259, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:37:38,825 - INFO - [Train] step: 73699, loss_mpn: 0.037083, loss_rec: 0.057940, loss_semantic: 0.686050, loss_idmrf: 16.336430, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:38:34,770 - INFO - [Train] step: 73799, loss_mpn: 0.060053, loss_rec: 0.055596, loss_semantic: 0.638139, loss_idmrf: 16.170525, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:39:30,753 - INFO - [Train] step: 73899, loss_mpn: 0.050456, loss_rec: 0.083049, loss_semantic: 0.822472, loss_idmrf: 20.177963, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:40:26,687 - INFO - [Train] step: 73999, loss_mpn: 0.064937, loss_rec: 0.054279, loss_semantic: 0.725637, loss_idmrf: 20.107864, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:41:52,378 - INFO - [Eval] step: 73999, bce: 0.159096, psnr: 26.449356, ssim: 0.857462
+2023-03-20 05:42:52,531 - INFO - [Train] step: 74099, loss_mpn: 0.059690, loss_rec: 0.053597, loss_semantic: 0.696583, loss_idmrf: 16.844801, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:43:48,741 - INFO - [Train] step: 74199, loss_mpn: 0.045116, loss_rec: 0.050541, loss_semantic: 0.642316, loss_idmrf: 14.298034, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:44:44,879 - INFO - [Train] step: 74299, loss_mpn: 0.051390, loss_rec: 0.068825, loss_semantic: 0.810455, loss_idmrf: 17.343712, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:45:40,955 - INFO - [Train] step: 74399, loss_mpn: 0.029674, loss_rec: 0.040355, loss_semantic: 0.566519, loss_idmrf: 9.920867, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:46:36,986 - INFO - [Train] step: 74499, loss_mpn: 0.039815, loss_rec: 0.040380, loss_semantic: 0.625966, loss_idmrf: 10.366291, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:47:32,917 - INFO - [Train] step: 74599, loss_mpn: 0.071963, loss_rec: 0.056872, loss_semantic: 0.686851, loss_idmrf: 14.432161, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:48:28,896 - INFO - [Train] step: 74699, loss_mpn: 0.037101, loss_rec: 0.054996, loss_semantic: 0.670635, loss_idmrf: 18.736462, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:49:24,928 - INFO - [Train] step: 74799, loss_mpn: 0.076624, loss_rec: 0.050193, loss_semantic: 0.643177, loss_idmrf: 15.041025, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:50:20,995 - INFO - [Train] step: 74899, loss_mpn: 0.077692, loss_rec: 0.057106, loss_semantic: 0.701719, loss_idmrf: 18.433203, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:51:17,173 - INFO - [Train] step: 74999, loss_mpn: 0.035636, loss_rec: 0.047723, loss_semantic: 0.671996, loss_idmrf: 13.272161, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:52:45,803 - INFO - [Eval] step: 74999, bce: 0.146712, psnr: 26.494587, ssim: 0.859673
+2023-03-20 05:53:46,961 - INFO - [Train] step: 75099, loss_mpn: 0.092759, loss_rec: 0.064016, loss_semantic: 0.772182, loss_idmrf: 18.208847, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:54:43,138 - INFO - [Train] step: 75199, loss_mpn: 0.045485, loss_rec: 0.058390, loss_semantic: 0.671591, loss_idmrf: 16.595821, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:55:39,281 - INFO - [Train] step: 75299, loss_mpn: 0.047066, loss_rec: 0.060960, loss_semantic: 0.730879, loss_idmrf: 17.527172, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:56:35,379 - INFO - [Train] step: 75399, loss_mpn: 0.060142, loss_rec: 0.060931, loss_semantic: 0.708249, loss_idmrf: 15.368913, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:57:31,414 - INFO - [Train] step: 75499, loss_mpn: 0.040106, loss_rec: 0.050233, loss_semantic: 0.657876, loss_idmrf: 16.733200, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:58:27,346 - INFO - [Train] step: 75599, loss_mpn: 0.047745, loss_rec: 0.042307, loss_semantic: 0.619286, loss_idmrf: 12.089244, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 05:59:23,326 - INFO - [Train] step: 75699, loss_mpn: 0.050213, loss_rec: 0.055741, loss_semantic: 0.651712, loss_idmrf: 13.636822, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:00:19,284 - INFO - [Train] step: 75799, loss_mpn: 0.019871, loss_rec: 0.033471, loss_semantic: 0.524892, loss_idmrf: 8.683246, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:01:15,240 - INFO - [Train] step: 75899, loss_mpn: 0.051907, loss_rec: 0.055375, loss_semantic: 0.697552, loss_idmrf: 13.839850, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:02:11,238 - INFO - [Train] step: 75999, loss_mpn: 0.046723, loss_rec: 0.063563, loss_semantic: 0.778918, loss_idmrf: 16.682346, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:03:36,672 - INFO - [Eval] step: 75999, bce: 0.156717, psnr: 26.464508, ssim: 0.857268
+2023-03-20 06:04:36,732 - INFO - [Train] step: 76099, loss_mpn: 0.056472, loss_rec: 0.067078, loss_semantic: 0.818453, loss_idmrf: 20.463627, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:05:32,840 - INFO - [Train] step: 76199, loss_mpn: 0.054842, loss_rec: 0.037844, loss_semantic: 0.626323, loss_idmrf: 12.937550, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:06:28,973 - INFO - [Train] step: 76299, loss_mpn: 0.062546, loss_rec: 0.074434, loss_semantic: 0.853047, loss_idmrf: 24.185081, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:07:25,080 - INFO - [Train] step: 76399, loss_mpn: 0.038318, loss_rec: 0.043560, loss_semantic: 0.628316, loss_idmrf: 13.084416, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:08:21,161 - INFO - [Train] step: 76499, loss_mpn: 0.050259, loss_rec: 0.058100, loss_semantic: 0.705631, loss_idmrf: 14.126941, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:09:17,212 - INFO - [Train] step: 76599, loss_mpn: 0.136591, loss_rec: 0.056052, loss_semantic: 0.686393, loss_idmrf: 14.800796, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:10:13,223 - INFO - [Train] step: 76699, loss_mpn: 0.074039, loss_rec: 0.080887, loss_semantic: 0.896493, loss_idmrf: 21.891884, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:11:09,262 - INFO - [Train] step: 76799, loss_mpn: 0.034665, loss_rec: 0.035448, loss_semantic: 0.516122, loss_idmrf: 8.643661, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:12:05,298 - INFO - [Train] step: 76899, loss_mpn: 0.061913, loss_rec: 0.060917, loss_semantic: 0.707042, loss_idmrf: 13.038809, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:13:01,361 - INFO - [Train] step: 76999, loss_mpn: 0.040491, loss_rec: 0.060254, loss_semantic: 0.726205, loss_idmrf: 16.660694, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:14:29,063 - INFO - [Eval] step: 76999, bce: 0.153690, psnr: 26.537399, ssim: 0.860531
+2023-03-20 06:15:29,414 - INFO - [Train] step: 77099, loss_mpn: 0.050724, loss_rec: 0.063647, loss_semantic: 0.733392, loss_idmrf: 17.085644, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:16:25,626 - INFO - [Train] step: 77199, loss_mpn: 0.051058, loss_rec: 0.070455, loss_semantic: 0.859936, loss_idmrf: 20.657734, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:17:21,836 - INFO - [Train] step: 77299, loss_mpn: 0.041746, loss_rec: 0.061147, loss_semantic: 0.763301, loss_idmrf: 17.513927, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:18:17,938 - INFO - [Train] step: 77399, loss_mpn: 0.049083, loss_rec: 0.044833, loss_semantic: 0.602581, loss_idmrf: 11.326073, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:19:14,091 - INFO - [Train] step: 77499, loss_mpn: 0.092722, loss_rec: 0.065135, loss_semantic: 0.752878, loss_idmrf: 16.555908, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:20:10,145 - INFO - [Train] step: 77599, loss_mpn: 0.132174, loss_rec: 0.056724, loss_semantic: 0.644326, loss_idmrf: 11.997418, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:21:06,211 - INFO - [Train] step: 77699, loss_mpn: 0.086686, loss_rec: 0.070789, loss_semantic: 0.885706, loss_idmrf: 22.196777, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:22:02,276 - INFO - [Train] step: 77799, loss_mpn: 0.047057, loss_rec: 0.060161, loss_semantic: 0.700497, loss_idmrf: 15.188023, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:22:58,246 - INFO - [Train] step: 77899, loss_mpn: 0.028154, loss_rec: 0.065889, loss_semantic: 0.677997, loss_idmrf: 17.776001, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:23:54,317 - INFO - [Train] step: 77999, loss_mpn: 0.053300, loss_rec: 0.059406, loss_semantic: 0.717736, loss_idmrf: 16.145756, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:25:21,261 - INFO - [Eval] step: 77999, bce: 0.151637, psnr: 26.472343, ssim: 0.858225
+2023-03-20 06:26:21,544 - INFO - [Train] step: 78099, loss_mpn: 0.102786, loss_rec: 0.072680, loss_semantic: 0.772598, loss_idmrf: 18.617146, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:27:17,778 - INFO - [Train] step: 78199, loss_mpn: 0.044695, loss_rec: 0.044038, loss_semantic: 0.628218, loss_idmrf: 12.971317, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:28:13,992 - INFO - [Train] step: 78299, loss_mpn: 0.055323, loss_rec: 0.055916, loss_semantic: 0.625913, loss_idmrf: 14.031782, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:29:10,092 - INFO - [Train] step: 78399, loss_mpn: 0.065952, loss_rec: 0.059132, loss_semantic: 0.756127, loss_idmrf: 17.837330, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:30:06,269 - INFO - [Train] step: 78499, loss_mpn: 0.071073, loss_rec: 0.057095, loss_semantic: 0.703857, loss_idmrf: 16.176392, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:31:02,383 - INFO - [Train] step: 78599, loss_mpn: 0.074563, loss_rec: 0.065657, loss_semantic: 0.733727, loss_idmrf: 15.433295, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:31:58,467 - INFO - [Train] step: 78699, loss_mpn: 0.067944, loss_rec: 0.063145, loss_semantic: 0.718585, loss_idmrf: 17.883301, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:32:54,446 - INFO - [Train] step: 78799, loss_mpn: 0.032618, loss_rec: 0.060741, loss_semantic: 0.684966, loss_idmrf: 17.517002, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:33:50,465 - INFO - [Train] step: 78899, loss_mpn: 0.034024, loss_rec: 0.049551, loss_semantic: 0.666842, loss_idmrf: 15.179537, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:34:46,513 - INFO - [Train] step: 78999, loss_mpn: 0.042535, loss_rec: 0.058500, loss_semantic: 0.736951, loss_idmrf: 14.657917, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:36:11,652 - INFO - [Eval] step: 78999, bce: 0.143507, psnr: 26.552658, ssim: 0.861288
+2023-03-20 06:37:11,791 - INFO - [Train] step: 79099, loss_mpn: 0.046487, loss_rec: 0.050979, loss_semantic: 0.672357, loss_idmrf: 10.742579, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:38:07,934 - INFO - [Train] step: 79199, loss_mpn: 0.054075, loss_rec: 0.063645, loss_semantic: 0.772213, loss_idmrf: 18.770689, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:39:04,158 - INFO - [Train] step: 79299, loss_mpn: 0.049789, loss_rec: 0.062874, loss_semantic: 0.749415, loss_idmrf: 17.998083, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:40:00,303 - INFO - [Train] step: 79399, loss_mpn: 0.039695, loss_rec: 0.040903, loss_semantic: 0.606800, loss_idmrf: 11.090328, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:40:56,387 - INFO - [Train] step: 79499, loss_mpn: 0.066815, loss_rec: 0.083943, loss_semantic: 0.766845, loss_idmrf: 16.506470, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:41:52,509 - INFO - [Train] step: 79599, loss_mpn: 0.061901, loss_rec: 0.069262, loss_semantic: 0.806518, loss_idmrf: 18.206753, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:42:48,626 - INFO - [Train] step: 79699, loss_mpn: 0.052992, loss_rec: 0.074221, loss_semantic: 0.721701, loss_idmrf: 17.285683, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:43:44,680 - INFO - [Train] step: 79799, loss_mpn: 0.028474, loss_rec: 0.038091, loss_semantic: 0.548919, loss_idmrf: 8.473967, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:44:40,646 - INFO - [Train] step: 79899, loss_mpn: 0.039420, loss_rec: 0.051866, loss_semantic: 0.642603, loss_idmrf: 14.940291, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:45:36,702 - INFO - [Train] step: 79999, loss_mpn: 0.041218, loss_rec: 0.044277, loss_semantic: 0.633653, loss_idmrf: 10.923561, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-20 06:47:04,148 - INFO - [Eval] step: 79999, bce: 0.151101, psnr: 26.581009, ssim: 0.861445
+2023-03-20 06:47:08,731 - INFO - End of training
diff --git a/separate_ffhq_maskdir_realnoise/samples/step079999.png b/separate_ffhq_maskdir_realnoise/samples/step079999.png
new file mode 100644
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diff --git a/separate_ffhq_maskdir_realnoise/tensorboard/events.out.tfevents.1679214003.admin.cluster.local.38586.0 b/separate_ffhq_maskdir_realnoise/tensorboard/events.out.tfevents.1679214003.admin.cluster.local.38586.0
new file mode 100644
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--- /dev/null
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diff --git a/separate_imagenet_brush_realnoise/ckpt/step149999/meta.pt b/separate_imagenet_brush_realnoise/ckpt/step149999/meta.pt
new file mode 100644
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+++ b/separate_imagenet_brush_realnoise/ckpt/step149999/meta.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d73f91e6f9f0e8222c08d532226feb041d885e7aed885e0536b91a6887793879
+size 425
diff --git a/separate_imagenet_brush_realnoise/ckpt/step149999/model.pt b/separate_imagenet_brush_realnoise/ckpt/step149999/model.pt
new file mode 100644
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--- /dev/null
+++ b/separate_imagenet_brush_realnoise/ckpt/step149999/model.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
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diff --git a/separate_imagenet_brush_realnoise/ckpt/step149999/optimizer.pt b/separate_imagenet_brush_realnoise/ckpt/step149999/optimizer.pt
new file mode 100644
index 0000000000000000000000000000000000000000..e7bd47ab5d74fe726c2d17d5347f42bcb047db9f
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+version https://git-lfs.github.com/spec/v1
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diff --git a/separate_imagenet_brush_realnoise/config-2023-03-21-17-08-38.yaml b/separate_imagenet_brush_realnoise/config-2023-03-21-17-08-38.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..67e10700663221c91c2c61f5fa2d19b297824e7c
--- /dev/null
+++ b/separate_imagenet_brush_realnoise/config-2023-03-21-17-08-38.yaml
@@ -0,0 +1,46 @@
+data:
+  dataroot: /amax/xyf/data/ImageNet/
+  img_size: 256
+  name: ImageNet
+dataloader:
+  micro_batch: 0
+  num_workers: 4
+  pin_memory: true
+  prefetch_factor: 2
+mask:
+  mask_type: brush
+  noise_type: real
+  real_dataset:
+  - dataroot: /amax/xyf/data/Places365/
+    img_size: 256
+    name: Places365
+  smooth_type: iterative_gaussian
+model:
+  mpn:
+    base_n_channels: 64
+    neck_n_channels: 128
+  rin:
+    base_n_channels: 32
+    neck_n_channels: 128
+seed: 1234
+train:
+  batch_size: 8
+  coef_idmrf: 0.001
+  coef_rec: 1.4
+  coef_semantic: 0.0001
+  eval_freq: 1000
+  n_steps: 150000
+  optim_mpn:
+    betas:
+    - 0.5
+    - 0.9
+    lr: 0.0001
+  optim_rin:
+    betas:
+    - 0.5
+    - 0.9
+    lr: 0.0001
+  print_freq: 100
+  resume: null
+  sample_freq: 1000
+  save_freq: 5000
diff --git a/separate_imagenet_brush_realnoise/output-2023-03-21-17-08-38.log b/separate_imagenet_brush_realnoise/output-2023-03-21-17-08-38.log
new file mode 100644
index 0000000000000000000000000000000000000000..65e28ccd7536230aa4775c00dd32c7d4e84b5a0b
--- /dev/null
+++ b/separate_imagenet_brush_realnoise/output-2023-03-21-17-08-38.log
@@ -0,0 +1,1660 @@
+2023-03-21 17:08:40,216 - INFO - Experiment directory: ./runs/separate_imagenet_brush_realnoise/
+2023-03-21 17:08:40,217 - INFO - Number of processes: 2
+2023-03-21 17:08:40,218 - INFO - Distributed type: MULTI_GPU
+2023-03-21 17:08:40,218 - INFO - Mixed precision: no
+2023-03-21 17:08:51,519 - INFO - Size of training set: 1281167
+2023-03-21 17:08:51,520 - INFO - Size of validation set: 5000
+2023-03-21 17:08:51,520 - INFO - Batch size per process: 4
+2023-03-21 17:08:51,520 - INFO - Total batch size: 8
+2023-03-21 17:08:56,480 - INFO - Start training...
+2023-03-21 17:09:53,132 - INFO - [Train] step: 99, loss_mpn: 0.190870, loss_rec: 0.254112, loss_semantic: 1.432470, loss_idmrf: 72.785423, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:10:22,034 - INFO - [Train] step: 199, loss_mpn: 0.264735, loss_rec: 0.259935, loss_semantic: 1.585657, loss_idmrf: 72.761292, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:10:52,505 - INFO - [Train] step: 299, loss_mpn: 0.193140, loss_rec: 0.255337, loss_semantic: 1.343044, loss_idmrf: 62.720123, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:11:30,144 - INFO - [Train] step: 399, loss_mpn: 0.229522, loss_rec: 0.307549, loss_semantic: 1.792540, loss_idmrf: 59.303982, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:12:10,839 - INFO - [Train] step: 499, loss_mpn: 0.171928, loss_rec: 0.186878, loss_semantic: 1.347747, loss_idmrf: 56.487942, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:12:48,341 - INFO - [Train] step: 599, loss_mpn: 0.227130, loss_rec: 0.215810, loss_semantic: 1.345156, loss_idmrf: 57.149216, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:13:24,330 - INFO - [Train] step: 699, loss_mpn: 0.238832, loss_rec: 0.219278, loss_semantic: 1.646206, loss_idmrf: 63.795948, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:14:07,962 - INFO - [Train] step: 799, loss_mpn: 0.154676, loss_rec: 0.119837, loss_semantic: 1.132059, loss_idmrf: 56.373005, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:14:51,225 - INFO - [Train] step: 899, loss_mpn: 0.223128, loss_rec: 0.209522, loss_semantic: 1.462358, loss_idmrf: 50.481087, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:15:29,897 - INFO - [Train] step: 999, loss_mpn: 0.245318, loss_rec: 0.189425, loss_semantic: 1.737471, loss_idmrf: 50.031197, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:16:10,997 - INFO - [Eval] step: 999, bce: 0.683185, psnr: 16.772459, ssim: 0.551900, lpips: 0.551528
+2023-03-21 17:16:51,814 - INFO - [Train] step: 1099, loss_mpn: 0.188890, loss_rec: 0.188763, loss_semantic: 1.667196, loss_idmrf: 51.615921, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:17:30,390 - INFO - [Train] step: 1199, loss_mpn: 0.231500, loss_rec: 0.286310, loss_semantic: 1.589197, loss_idmrf: 51.221298, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:18:10,154 - INFO - [Train] step: 1299, loss_mpn: 0.306437, loss_rec: 0.217010, loss_semantic: 1.433133, loss_idmrf: 52.584595, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:18:47,649 - INFO - [Train] step: 1399, loss_mpn: 0.214154, loss_rec: 0.188823, loss_semantic: 1.366859, loss_idmrf: 46.160545, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:19:20,337 - INFO - [Train] step: 1499, loss_mpn: 0.151468, loss_rec: 0.189286, loss_semantic: 1.283591, loss_idmrf: 37.178535, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:19:53,031 - INFO - [Train] step: 1599, loss_mpn: 0.288729, loss_rec: 0.251197, loss_semantic: 1.580231, loss_idmrf: 50.627228, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:20:27,005 - INFO - [Train] step: 1699, loss_mpn: 0.224035, loss_rec: 0.157418, loss_semantic: 1.319080, loss_idmrf: 37.707001, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:21:04,936 - INFO - [Train] step: 1799, loss_mpn: 0.282280, loss_rec: 0.207128, loss_semantic: 1.540067, loss_idmrf: 44.815224, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:21:44,683 - INFO - [Train] step: 1899, loss_mpn: 0.206414, loss_rec: 0.186695, loss_semantic: 1.307406, loss_idmrf: 33.399002, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:22:19,746 - INFO - [Train] step: 1999, loss_mpn: 0.293820, loss_rec: 0.212888, loss_semantic: 1.708594, loss_idmrf: 43.327873, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:23:01,529 - INFO - [Eval] step: 1999, bce: 0.644594, psnr: 17.988749, ssim: 0.588334, lpips: 0.499019
+2023-03-21 17:23:41,035 - INFO - [Train] step: 2099, loss_mpn: 0.200499, loss_rec: 0.166615, loss_semantic: 1.358240, loss_idmrf: 37.253685, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:24:18,813 - INFO - [Train] step: 2199, loss_mpn: 0.219080, loss_rec: 0.200179, loss_semantic: 1.454656, loss_idmrf: 50.296913, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:24:56,090 - INFO - [Train] step: 2299, loss_mpn: 0.279897, loss_rec: 0.247325, loss_semantic: 1.713422, loss_idmrf: 47.911186, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:25:33,996 - INFO - [Train] step: 2399, loss_mpn: 0.250891, loss_rec: 0.165484, loss_semantic: 1.332748, loss_idmrf: 38.435738, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:26:09,700 - INFO - [Train] step: 2499, loss_mpn: 0.240525, loss_rec: 0.174272, loss_semantic: 1.185014, loss_idmrf: 34.264626, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:26:42,354 - INFO - [Train] step: 2599, loss_mpn: 0.097208, loss_rec: 0.137603, loss_semantic: 1.545202, loss_idmrf: 38.590004, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:27:14,990 - INFO - [Train] step: 2699, loss_mpn: 0.191418, loss_rec: 0.162654, loss_semantic: 1.212140, loss_idmrf: 36.070065, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:27:47,634 - INFO - [Train] step: 2799, loss_mpn: 0.191890, loss_rec: 0.134197, loss_semantic: 1.426510, loss_idmrf: 35.451385, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:28:27,017 - INFO - [Train] step: 2899, loss_mpn: 0.192762, loss_rec: 0.147000, loss_semantic: 1.299300, loss_idmrf: 39.963242, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:29:03,465 - INFO - [Train] step: 2999, loss_mpn: 0.134741, loss_rec: 0.104595, loss_semantic: 1.084056, loss_idmrf: 34.008091, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:29:45,237 - INFO - [Eval] step: 2999, bce: 0.579178, psnr: 18.903124, ssim: 0.620463, lpips: 0.437135
+2023-03-21 17:30:21,741 - INFO - [Train] step: 3099, loss_mpn: 0.262354, loss_rec: 0.220227, loss_semantic: 1.576352, loss_idmrf: 46.942635, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:30:58,020 - INFO - [Train] step: 3199, loss_mpn: 0.213987, loss_rec: 0.161448, loss_semantic: 1.361765, loss_idmrf: 26.948996, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:31:35,945 - INFO - [Train] step: 3299, loss_mpn: 0.178297, loss_rec: 0.146699, loss_semantic: 1.442055, loss_idmrf: 30.639803, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:32:08,981 - INFO - [Train] step: 3399, loss_mpn: 0.215366, loss_rec: 0.177764, loss_semantic: 1.594910, loss_idmrf: 32.470417, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:32:41,612 - INFO - [Train] step: 3499, loss_mpn: 0.189445, loss_rec: 0.132909, loss_semantic: 1.335240, loss_idmrf: 37.780651, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:33:14,284 - INFO - [Train] step: 3599, loss_mpn: 0.169577, loss_rec: 0.122066, loss_semantic: 1.358610, loss_idmrf: 29.600803, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:33:46,917 - INFO - [Train] step: 3699, loss_mpn: 0.130991, loss_rec: 0.114622, loss_semantic: 1.049294, loss_idmrf: 24.440720, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:34:20,352 - INFO - [Train] step: 3799, loss_mpn: 0.088955, loss_rec: 0.100089, loss_semantic: 1.057881, loss_idmrf: 28.860718, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:34:54,682 - INFO - [Train] step: 3899, loss_mpn: 0.220843, loss_rec: 0.172872, loss_semantic: 1.590549, loss_idmrf: 35.862450, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:35:28,783 - INFO - [Train] step: 3999, loss_mpn: 0.203247, loss_rec: 0.178744, loss_semantic: 1.358653, loss_idmrf: 34.223320, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:36:10,015 - INFO - [Eval] step: 3999, bce: 0.490220, psnr: 19.800661, ssim: 0.645582, lpips: 0.393956
+2023-03-21 17:36:47,573 - INFO - [Train] step: 4099, loss_mpn: 0.124041, loss_rec: 0.112222, loss_semantic: 1.002424, loss_idmrf: 21.767490, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:37:21,080 - INFO - [Train] step: 4199, loss_mpn: 0.083616, loss_rec: 0.085247, loss_semantic: 0.984646, loss_idmrf: 23.016321, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:37:54,530 - INFO - [Train] step: 4299, loss_mpn: 0.216156, loss_rec: 0.174523, loss_semantic: 1.546552, loss_idmrf: 31.932524, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:38:28,919 - INFO - [Train] step: 4399, loss_mpn: 0.173415, loss_rec: 0.172900, loss_semantic: 1.455008, loss_idmrf: 24.910410, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:39:03,328 - INFO - [Train] step: 4499, loss_mpn: 0.133797, loss_rec: 0.122404, loss_semantic: 1.180030, loss_idmrf: 24.041189, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:39:37,963 - INFO - [Train] step: 4599, loss_mpn: 0.158519, loss_rec: 0.140172, loss_semantic: 1.476215, loss_idmrf: 30.839817, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:40:10,632 - INFO - [Train] step: 4699, loss_mpn: 0.194544, loss_rec: 0.177651, loss_semantic: 1.351201, loss_idmrf: 27.967016, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:40:43,639 - INFO - [Train] step: 4799, loss_mpn: 0.191620, loss_rec: 0.162400, loss_semantic: 1.482159, loss_idmrf: 31.730429, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:41:16,825 - INFO - [Train] step: 4899, loss_mpn: 0.123746, loss_rec: 0.107896, loss_semantic: 1.258959, loss_idmrf: 22.153528, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:41:52,720 - INFO - [Train] step: 4999, loss_mpn: 0.155962, loss_rec: 0.150821, loss_semantic: 1.333062, loss_idmrf: 26.659447, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:42:33,827 - INFO - [Eval] step: 4999, bce: 0.435215, psnr: 19.672632, ssim: 0.659847, lpips: 0.372597
+2023-03-21 17:43:10,932 - INFO - [Train] step: 5099, loss_mpn: 0.231286, loss_rec: 0.220998, loss_semantic: 1.881422, loss_idmrf: 35.632530, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:43:47,281 - INFO - [Train] step: 5199, loss_mpn: 0.144164, loss_rec: 0.158102, loss_semantic: 1.185475, loss_idmrf: 29.953049, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:44:21,166 - INFO - [Train] step: 5299, loss_mpn: 0.155068, loss_rec: 0.123202, loss_semantic: 1.233146, loss_idmrf: 21.248991, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:44:54,394 - INFO - [Train] step: 5399, loss_mpn: 0.170004, loss_rec: 0.168138, loss_semantic: 1.408676, loss_idmrf: 26.703562, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:45:27,679 - INFO - [Train] step: 5499, loss_mpn: 0.152408, loss_rec: 0.131533, loss_semantic: 1.162854, loss_idmrf: 21.233627, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:46:01,012 - INFO - [Train] step: 5599, loss_mpn: 0.176433, loss_rec: 0.156298, loss_semantic: 1.396053, loss_idmrf: 36.351990, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:46:34,012 - INFO - [Train] step: 5699, loss_mpn: 0.232730, loss_rec: 0.175874, loss_semantic: 1.505180, loss_idmrf: 28.323343, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:47:06,813 - INFO - [Train] step: 5799, loss_mpn: 0.143305, loss_rec: 0.126749, loss_semantic: 1.130218, loss_idmrf: 24.677349, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:47:39,657 - INFO - [Train] step: 5899, loss_mpn: 0.165422, loss_rec: 0.130251, loss_semantic: 1.089686, loss_idmrf: 20.725761, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:48:13,903 - INFO - [Train] step: 5999, loss_mpn: 0.092333, loss_rec: 0.089928, loss_semantic: 1.001607, loss_idmrf: 25.763931, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:48:55,306 - INFO - [Eval] step: 5999, bce: 0.395958, psnr: 20.348774, ssim: 0.673808, lpips: 0.358804
+2023-03-21 17:49:32,639 - INFO - [Train] step: 6099, loss_mpn: 0.122846, loss_rec: 0.094492, loss_semantic: 1.023039, loss_idmrf: 21.302992, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:50:05,367 - INFO - [Train] step: 6199, loss_mpn: 0.165983, loss_rec: 0.203524, loss_semantic: 1.387954, loss_idmrf: 28.250320, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:50:38,151 - INFO - [Train] step: 6299, loss_mpn: 0.149414, loss_rec: 0.129591, loss_semantic: 1.266187, loss_idmrf: 28.151041, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:51:11,295 - INFO - [Train] step: 6399, loss_mpn: 0.085347, loss_rec: 0.106290, loss_semantic: 1.108182, loss_idmrf: 18.620495, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:51:44,519 - INFO - [Train] step: 6499, loss_mpn: 0.203938, loss_rec: 0.136509, loss_semantic: 1.117218, loss_idmrf: 19.278427, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:52:17,969 - INFO - [Train] step: 6599, loss_mpn: 0.208547, loss_rec: 0.159944, loss_semantic: 1.324756, loss_idmrf: 27.967857, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:52:50,913 - INFO - [Train] step: 6699, loss_mpn: 0.133628, loss_rec: 0.093384, loss_semantic: 0.991841, loss_idmrf: 20.493599, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:53:24,003 - INFO - [Train] step: 6799, loss_mpn: 0.161472, loss_rec: 0.144800, loss_semantic: 1.246084, loss_idmrf: 27.492954, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:53:56,958 - INFO - [Train] step: 6899, loss_mpn: 0.164613, loss_rec: 0.135129, loss_semantic: 1.183113, loss_idmrf: 25.752808, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:54:29,856 - INFO - [Train] step: 6999, loss_mpn: 0.229233, loss_rec: 0.100424, loss_semantic: 0.872327, loss_idmrf: 21.384666, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:55:11,246 - INFO - [Eval] step: 6999, bce: 0.431904, psnr: 20.457733, ssim: 0.680390, lpips: 0.344027
+2023-03-21 17:55:48,283 - INFO - [Train] step: 7099, loss_mpn: 0.201156, loss_rec: 0.149481, loss_semantic: 1.280302, loss_idmrf: 33.367142, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:56:21,956 - INFO - [Train] step: 7199, loss_mpn: 0.174628, loss_rec: 0.147584, loss_semantic: 1.435226, loss_idmrf: 25.581301, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:56:55,059 - INFO - [Train] step: 7299, loss_mpn: 0.112546, loss_rec: 0.107865, loss_semantic: 1.068006, loss_idmrf: 26.102228, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:57:27,807 - INFO - [Train] step: 7399, loss_mpn: 0.079457, loss_rec: 0.110597, loss_semantic: 1.100327, loss_idmrf: 21.960676, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:58:00,835 - INFO - [Train] step: 7499, loss_mpn: 0.219029, loss_rec: 0.153473, loss_semantic: 1.361753, loss_idmrf: 30.074905, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:58:33,785 - INFO - [Train] step: 7599, loss_mpn: 0.133530, loss_rec: 0.140837, loss_semantic: 1.126130, loss_idmrf: 23.137012, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:59:06,570 - INFO - [Train] step: 7699, loss_mpn: 0.103837, loss_rec: 0.105695, loss_semantic: 1.093456, loss_idmrf: 23.722126, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:59:39,431 - INFO - [Train] step: 7799, loss_mpn: 0.107490, loss_rec: 0.141208, loss_semantic: 1.338284, loss_idmrf: 25.832684, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:00:12,780 - INFO - [Train] step: 7899, loss_mpn: 0.168531, loss_rec: 0.139291, loss_semantic: 1.243256, loss_idmrf: 15.091876, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:00:45,795 - INFO - [Train] step: 7999, loss_mpn: 0.138450, loss_rec: 0.098735, loss_semantic: 1.143425, loss_idmrf: 24.864878, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:01:26,814 - INFO - [Eval] step: 7999, bce: 0.377476, psnr: 20.651585, ssim: 0.683816, lpips: 0.337385
+2023-03-21 18:02:03,925 - INFO - [Train] step: 8099, loss_mpn: 0.141406, loss_rec: 0.168958, loss_semantic: 1.362098, loss_idmrf: 30.444756, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:02:36,716 - INFO - [Train] step: 8199, loss_mpn: 0.185241, loss_rec: 0.167118, loss_semantic: 1.437308, loss_idmrf: 30.713383, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:03:09,921 - INFO - [Train] step: 8299, loss_mpn: 0.045581, loss_rec: 0.116697, loss_semantic: 0.992512, loss_idmrf: 13.675127, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:03:43,242 - INFO - [Train] step: 8399, loss_mpn: 0.105530, loss_rec: 0.118499, loss_semantic: 1.464976, loss_idmrf: 22.048744, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:04:16,275 - INFO - [Train] step: 8499, loss_mpn: 0.142739, loss_rec: 0.192622, loss_semantic: 1.410603, loss_idmrf: 23.230640, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:04:49,484 - INFO - [Train] step: 8599, loss_mpn: 0.147826, loss_rec: 0.144686, loss_semantic: 1.489671, loss_idmrf: 26.884996, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:05:22,640 - INFO - [Train] step: 8699, loss_mpn: 0.105015, loss_rec: 0.096151, loss_semantic: 1.124695, loss_idmrf: 16.063274, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:05:55,696 - INFO - [Train] step: 8799, loss_mpn: 0.118181, loss_rec: 0.098938, loss_semantic: 1.035196, loss_idmrf: 20.602921, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:06:28,731 - INFO - [Train] step: 8899, loss_mpn: 0.106813, loss_rec: 0.108409, loss_semantic: 1.049555, loss_idmrf: 16.949690, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:07:01,726 - INFO - [Train] step: 8999, loss_mpn: 0.148973, loss_rec: 0.143289, loss_semantic: 1.338438, loss_idmrf: 22.896851, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:07:43,264 - INFO - [Eval] step: 8999, bce: 0.365742, psnr: 20.631107, ssim: 0.694099, lpips: 0.330679
+2023-03-21 18:08:20,065 - INFO - [Train] step: 9099, loss_mpn: 0.098132, loss_rec: 0.124710, loss_semantic: 1.245931, loss_idmrf: 20.335312, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:08:53,475 - INFO - [Train] step: 9199, loss_mpn: 0.143389, loss_rec: 0.142711, loss_semantic: 1.387360, loss_idmrf: 24.912333, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:09:26,257 - INFO - [Train] step: 9299, loss_mpn: 0.129539, loss_rec: 0.117620, loss_semantic: 1.153490, loss_idmrf: 24.716478, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:09:59,436 - INFO - [Train] step: 9399, loss_mpn: 0.075792, loss_rec: 0.111234, loss_semantic: 1.237244, loss_idmrf: 18.328880, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:10:32,694 - INFO - [Train] step: 9499, loss_mpn: 0.144974, loss_rec: 0.149525, loss_semantic: 1.329468, loss_idmrf: 27.861694, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:11:05,622 - INFO - [Train] step: 9599, loss_mpn: 0.202368, loss_rec: 0.118129, loss_semantic: 1.269407, loss_idmrf: 14.913658, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:11:38,680 - INFO - [Train] step: 9699, loss_mpn: 0.109618, loss_rec: 0.092517, loss_semantic: 1.009035, loss_idmrf: 21.061819, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:12:11,768 - INFO - [Train] step: 9799, loss_mpn: 0.128870, loss_rec: 0.143724, loss_semantic: 1.321917, loss_idmrf: 27.294556, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:12:44,748 - INFO - [Train] step: 9899, loss_mpn: 0.139310, loss_rec: 0.111417, loss_semantic: 1.098847, loss_idmrf: 15.248903, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:13:17,560 - INFO - [Train] step: 9999, loss_mpn: 0.097261, loss_rec: 0.101191, loss_semantic: 0.967244, loss_idmrf: 14.527639, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:13:59,378 - INFO - [Eval] step: 9999, bce: 0.303212, psnr: 20.628141, ssim: 0.684869, lpips: 0.326239
+2023-03-21 18:14:36,663 - INFO - [Train] step: 10099, loss_mpn: 0.051686, loss_rec: 0.096868, loss_semantic: 1.179021, loss_idmrf: 15.718196, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:15:09,381 - INFO - [Train] step: 10199, loss_mpn: 0.077471, loss_rec: 0.122398, loss_semantic: 1.349315, loss_idmrf: 19.038969, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:15:42,176 - INFO - [Train] step: 10299, loss_mpn: 0.128196, loss_rec: 0.128448, loss_semantic: 1.183494, loss_idmrf: 22.675863, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:16:15,008 - INFO - [Train] step: 10399, loss_mpn: 0.209321, loss_rec: 0.126126, loss_semantic: 1.247766, loss_idmrf: 22.263176, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:16:48,015 - INFO - [Train] step: 10499, loss_mpn: 0.182959, loss_rec: 0.139602, loss_semantic: 1.455833, loss_idmrf: 28.388475, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:17:20,995 - INFO - [Train] step: 10599, loss_mpn: 0.169601, loss_rec: 0.123025, loss_semantic: 1.282706, loss_idmrf: 18.702030, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:17:53,961 - INFO - [Train] step: 10699, loss_mpn: 0.080904, loss_rec: 0.092826, loss_semantic: 1.074752, loss_idmrf: 19.858944, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:18:27,113 - INFO - [Train] step: 10799, loss_mpn: 0.085771, loss_rec: 0.087676, loss_semantic: 1.039156, loss_idmrf: 19.880936, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:19:00,086 - INFO - [Train] step: 10899, loss_mpn: 0.116346, loss_rec: 0.140156, loss_semantic: 1.388276, loss_idmrf: 24.140123, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:19:32,985 - INFO - [Train] step: 10999, loss_mpn: 0.098661, loss_rec: 0.122607, loss_semantic: 1.170968, loss_idmrf: 24.159731, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:20:14,532 - INFO - [Eval] step: 10999, bce: 0.342217, psnr: 20.945019, ssim: 0.699313, lpips: 0.322024
+2023-03-21 18:20:51,286 - INFO - [Train] step: 11099, loss_mpn: 0.168706, loss_rec: 0.143469, loss_semantic: 1.285665, loss_idmrf: 24.590420, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:21:23,989 - INFO - [Train] step: 11199, loss_mpn: 0.112480, loss_rec: 0.088270, loss_semantic: 0.867131, loss_idmrf: 16.094891, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:21:56,770 - INFO - [Train] step: 11299, loss_mpn: 0.160766, loss_rec: 0.119278, loss_semantic: 1.120859, loss_idmrf: 21.261354, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:22:29,489 - INFO - [Train] step: 11399, loss_mpn: 0.119484, loss_rec: 0.131503, loss_semantic: 1.103079, loss_idmrf: 27.640957, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:23:02,427 - INFO - [Train] step: 11499, loss_mpn: 0.098287, loss_rec: 0.105369, loss_semantic: 1.188035, loss_idmrf: 22.071373, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:23:35,457 - INFO - [Train] step: 11599, loss_mpn: 0.085220, loss_rec: 0.127916, loss_semantic: 1.335233, loss_idmrf: 25.709621, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:24:08,387 - INFO - [Train] step: 11699, loss_mpn: 0.062667, loss_rec: 0.089971, loss_semantic: 1.045484, loss_idmrf: 14.597439, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:24:41,181 - INFO - [Train] step: 11799, loss_mpn: 0.091448, loss_rec: 0.101572, loss_semantic: 1.026776, loss_idmrf: 22.808304, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:25:14,081 - INFO - [Train] step: 11899, loss_mpn: 0.177548, loss_rec: 0.127715, loss_semantic: 1.330748, loss_idmrf: 24.772903, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:25:46,889 - INFO - [Train] step: 11999, loss_mpn: 0.105633, loss_rec: 0.127499, loss_semantic: 1.245170, loss_idmrf: 20.962395, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:26:28,183 - INFO - [Eval] step: 11999, bce: 0.334710, psnr: 21.053400, ssim: 0.703364, lpips: 0.315799
+2023-03-21 18:27:05,160 - INFO - [Train] step: 12099, loss_mpn: 0.076187, loss_rec: 0.089600, loss_semantic: 0.922822, loss_idmrf: 19.981873, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:27:37,929 - INFO - [Train] step: 12199, loss_mpn: 0.121785, loss_rec: 0.117569, loss_semantic: 1.133668, loss_idmrf: 15.476157, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:28:10,681 - INFO - [Train] step: 12299, loss_mpn: 0.079993, loss_rec: 0.093035, loss_semantic: 0.905826, loss_idmrf: 19.788639, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:28:43,470 - INFO - [Train] step: 12399, loss_mpn: 0.076843, loss_rec: 0.107740, loss_semantic: 0.988224, loss_idmrf: 23.439308, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:29:16,687 - INFO - [Train] step: 12499, loss_mpn: 0.084927, loss_rec: 0.088661, loss_semantic: 0.900402, loss_idmrf: 27.387585, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:29:49,767 - INFO - [Train] step: 12599, loss_mpn: 0.128641, loss_rec: 0.139718, loss_semantic: 1.409555, loss_idmrf: 20.402889, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:30:22,631 - INFO - [Train] step: 12699, loss_mpn: 0.130595, loss_rec: 0.137731, loss_semantic: 1.439040, loss_idmrf: 20.073879, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:30:56,236 - INFO - [Train] step: 12799, loss_mpn: 0.042495, loss_rec: 0.080673, loss_semantic: 0.899673, loss_idmrf: 14.200957, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:31:29,523 - INFO - [Train] step: 12899, loss_mpn: 0.113207, loss_rec: 0.088249, loss_semantic: 0.997103, loss_idmrf: 16.391703, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:32:02,416 - INFO - [Train] step: 12999, loss_mpn: 0.095608, loss_rec: 0.088082, loss_semantic: 0.949472, loss_idmrf: 15.969854, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:32:45,520 - INFO - [Eval] step: 12999, bce: 0.277174, psnr: 21.226460, ssim: 0.706340, lpips: 0.309830
+2023-03-21 18:33:22,364 - INFO - [Train] step: 13099, loss_mpn: 0.130421, loss_rec: 0.127132, loss_semantic: 1.239896, loss_idmrf: 20.642700, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:33:55,129 - INFO - [Train] step: 13199, loss_mpn: 0.107193, loss_rec: 0.090089, loss_semantic: 0.931179, loss_idmrf: 17.724838, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:34:28,020 - INFO - [Train] step: 13299, loss_mpn: 0.054144, loss_rec: 0.097554, loss_semantic: 1.120153, loss_idmrf: 16.056864, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:35:00,799 - INFO - [Train] step: 13399, loss_mpn: 0.067282, loss_rec: 0.108000, loss_semantic: 1.179790, loss_idmrf: 13.473409, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:35:33,681 - INFO - [Train] step: 13499, loss_mpn: 0.099595, loss_rec: 0.125847, loss_semantic: 1.053124, loss_idmrf: 18.166330, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:36:06,487 - INFO - [Train] step: 13599, loss_mpn: 0.162988, loss_rec: 0.182729, loss_semantic: 1.434391, loss_idmrf: 27.259645, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:36:39,577 - INFO - [Train] step: 13699, loss_mpn: 0.104744, loss_rec: 0.135594, loss_semantic: 1.283714, loss_idmrf: 24.778152, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:37:12,434 - INFO - [Train] step: 13799, loss_mpn: 0.111728, loss_rec: 0.142788, loss_semantic: 1.150361, loss_idmrf: 17.605747, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:37:45,255 - INFO - [Train] step: 13899, loss_mpn: 0.150148, loss_rec: 0.139015, loss_semantic: 1.200527, loss_idmrf: 24.235981, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:38:18,045 - INFO - [Train] step: 13999, loss_mpn: 0.125760, loss_rec: 0.099932, loss_semantic: 1.175190, loss_idmrf: 17.426826, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:38:59,185 - INFO - [Eval] step: 13999, bce: 0.281728, psnr: 21.082989, ssim: 0.708498, lpips: 0.310159
+2023-03-21 18:39:36,108 - INFO - [Train] step: 14099, loss_mpn: 0.124294, loss_rec: 0.162158, loss_semantic: 1.516835, loss_idmrf: 32.698898, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:40:08,857 - INFO - [Train] step: 14199, loss_mpn: 0.098101, loss_rec: 0.101872, loss_semantic: 1.144065, loss_idmrf: 15.820196, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:40:41,576 - INFO - [Train] step: 14299, loss_mpn: 0.054895, loss_rec: 0.102817, loss_semantic: 1.201978, loss_idmrf: 16.751591, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:41:14,354 - INFO - [Train] step: 14399, loss_mpn: 0.090521, loss_rec: 0.134852, loss_semantic: 1.248977, loss_idmrf: 24.603539, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:41:47,188 - INFO - [Train] step: 14499, loss_mpn: 0.109567, loss_rec: 0.127749, loss_semantic: 1.141696, loss_idmrf: 29.064079, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:42:20,339 - INFO - [Train] step: 14599, loss_mpn: 0.060679, loss_rec: 0.085515, loss_semantic: 0.978663, loss_idmrf: 16.963631, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:42:53,216 - INFO - [Train] step: 14699, loss_mpn: 0.079588, loss_rec: 0.087519, loss_semantic: 0.990937, loss_idmrf: 15.740103, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:43:25,993 - INFO - [Train] step: 14799, loss_mpn: 0.152834, loss_rec: 0.127276, loss_semantic: 1.003651, loss_idmrf: 20.472065, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:43:58,871 - INFO - [Train] step: 14899, loss_mpn: 0.097168, loss_rec: 0.127954, loss_semantic: 1.249603, loss_idmrf: 24.171650, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:44:31,869 - INFO - [Train] step: 14999, loss_mpn: 0.039544, loss_rec: 0.081583, loss_semantic: 0.979728, loss_idmrf: 12.801361, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:45:13,129 - INFO - [Eval] step: 14999, bce: 0.263703, psnr: 21.291904, ssim: 0.710512, lpips: 0.308381
+2023-03-21 18:45:50,232 - INFO - [Train] step: 15099, loss_mpn: 0.094165, loss_rec: 0.109458, loss_semantic: 1.045387, loss_idmrf: 23.604267, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:46:23,024 - INFO - [Train] step: 15199, loss_mpn: 0.133855, loss_rec: 0.105278, loss_semantic: 1.132478, loss_idmrf: 18.389299, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:46:55,815 - INFO - [Train] step: 15299, loss_mpn: 0.076583, loss_rec: 0.124236, loss_semantic: 1.063692, loss_idmrf: 20.585686, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:47:28,704 - INFO - [Train] step: 15399, loss_mpn: 0.114671, loss_rec: 0.138139, loss_semantic: 1.266099, loss_idmrf: 22.805742, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:48:01,898 - INFO - [Train] step: 15499, loss_mpn: 0.081376, loss_rec: 0.088745, loss_semantic: 0.887882, loss_idmrf: 16.313574, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:48:34,860 - INFO - [Train] step: 15599, loss_mpn: 0.052878, loss_rec: 0.095729, loss_semantic: 0.989861, loss_idmrf: 18.710369, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:49:07,897 - INFO - [Train] step: 15699, loss_mpn: 0.117732, loss_rec: 0.149235, loss_semantic: 1.401016, loss_idmrf: 18.215689, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:49:40,943 - INFO - [Train] step: 15799, loss_mpn: 0.118018, loss_rec: 0.142224, loss_semantic: 1.335444, loss_idmrf: 21.919802, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:50:13,862 - INFO - [Train] step: 15899, loss_mpn: 0.128816, loss_rec: 0.158226, loss_semantic: 1.270549, loss_idmrf: 18.518339, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:50:46,992 - INFO - [Train] step: 15999, loss_mpn: 0.182118, loss_rec: 0.135214, loss_semantic: 1.169374, loss_idmrf: 26.017670, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:51:29,638 - INFO - [Eval] step: 15999, bce: 0.285660, psnr: 21.353140, ssim: 0.713246, lpips: 0.302250
+2023-03-21 18:52:06,578 - INFO - [Train] step: 16099, loss_mpn: 0.130476, loss_rec: 0.137902, loss_semantic: 1.223591, loss_idmrf: 20.787992, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:52:39,346 - INFO - [Train] step: 16199, loss_mpn: 0.085787, loss_rec: 0.103705, loss_semantic: 0.942820, loss_idmrf: 13.364786, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:53:12,172 - INFO - [Train] step: 16299, loss_mpn: 0.063442, loss_rec: 0.082668, loss_semantic: 1.056365, loss_idmrf: 19.252829, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:53:45,027 - INFO - [Train] step: 16399, loss_mpn: 0.076060, loss_rec: 0.097256, loss_semantic: 1.036400, loss_idmrf: 19.730196, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:54:18,008 - INFO - [Train] step: 16499, loss_mpn: 0.073945, loss_rec: 0.098028, loss_semantic: 1.105753, loss_idmrf: 14.485598, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:54:50,872 - INFO - [Train] step: 16599, loss_mpn: 0.040863, loss_rec: 0.101577, loss_semantic: 1.237419, loss_idmrf: 13.986838, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:55:23,722 - INFO - [Train] step: 16699, loss_mpn: 0.123536, loss_rec: 0.134212, loss_semantic: 1.279881, loss_idmrf: 22.448477, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:55:56,490 - INFO - [Train] step: 16799, loss_mpn: 0.107568, loss_rec: 0.126421, loss_semantic: 1.170213, loss_idmrf: 19.218065, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:56:29,275 - INFO - [Train] step: 16899, loss_mpn: 0.067582, loss_rec: 0.102650, loss_semantic: 0.998011, loss_idmrf: 18.487484, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:57:02,519 - INFO - [Train] step: 16999, loss_mpn: 0.125670, loss_rec: 0.185586, loss_semantic: 1.282480, loss_idmrf: 17.523594, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:57:45,020 - INFO - [Eval] step: 16999, bce: 0.249041, psnr: 21.379093, ssim: 0.710421, lpips: 0.298525
+2023-03-21 18:58:22,014 - INFO - [Train] step: 17099, loss_mpn: 0.096441, loss_rec: 0.120991, loss_semantic: 1.035026, loss_idmrf: 14.877831, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:58:54,805 - INFO - [Train] step: 17199, loss_mpn: 0.013492, loss_rec: 0.052997, loss_semantic: 0.725233, loss_idmrf: 12.792131, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:59:27,602 - INFO - [Train] step: 17299, loss_mpn: 0.081139, loss_rec: 0.094596, loss_semantic: 0.996120, loss_idmrf: 12.172993, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:00:00,632 - INFO - [Train] step: 17399, loss_mpn: 0.100201, loss_rec: 0.090880, loss_semantic: 1.025913, loss_idmrf: 14.645834, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:00:33,557 - INFO - [Train] step: 17499, loss_mpn: 0.017192, loss_rec: 0.087975, loss_semantic: 1.091744, loss_idmrf: 18.778898, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:01:06,343 - INFO - [Train] step: 17599, loss_mpn: 0.055780, loss_rec: 0.072230, loss_semantic: 0.838319, loss_idmrf: 18.399126, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:01:39,136 - INFO - [Train] step: 17699, loss_mpn: 0.071907, loss_rec: 0.105677, loss_semantic: 1.127814, loss_idmrf: 17.989090, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:02:11,975 - INFO - [Train] step: 17799, loss_mpn: 0.039449, loss_rec: 0.093171, loss_semantic: 1.036386, loss_idmrf: 13.720924, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:02:44,850 - INFO - [Train] step: 17899, loss_mpn: 0.074496, loss_rec: 0.107478, loss_semantic: 1.054062, loss_idmrf: 20.778755, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:03:17,748 - INFO - [Train] step: 17999, loss_mpn: 0.050984, loss_rec: 0.056100, loss_semantic: 0.762626, loss_idmrf: 14.272730, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:03:58,982 - INFO - [Eval] step: 17999, bce: 0.233701, psnr: 21.355541, ssim: 0.717300, lpips: 0.297504
+2023-03-21 19:04:36,039 - INFO - [Train] step: 18099, loss_mpn: 0.090484, loss_rec: 0.109157, loss_semantic: 0.962379, loss_idmrf: 18.533600, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:05:08,797 - INFO - [Train] step: 18199, loss_mpn: 0.102236, loss_rec: 0.103219, loss_semantic: 1.058089, loss_idmrf: 21.019382, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:05:41,810 - INFO - [Train] step: 18299, loss_mpn: 0.111445, loss_rec: 0.122884, loss_semantic: 1.191272, loss_idmrf: 22.172470, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:06:14,779 - INFO - [Train] step: 18399, loss_mpn: 0.043674, loss_rec: 0.056842, loss_semantic: 0.726793, loss_idmrf: 12.930484, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:06:47,638 - INFO - [Train] step: 18499, loss_mpn: 0.101230, loss_rec: 0.105220, loss_semantic: 1.096235, loss_idmrf: 23.179380, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:07:20,459 - INFO - [Train] step: 18599, loss_mpn: 0.062454, loss_rec: 0.073441, loss_semantic: 0.893084, loss_idmrf: 14.514277, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:07:53,652 - INFO - [Train] step: 18699, loss_mpn: 0.155410, loss_rec: 0.124171, loss_semantic: 1.221150, loss_idmrf: 16.313328, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:08:26,461 - INFO - [Train] step: 18799, loss_mpn: 0.077447, loss_rec: 0.073852, loss_semantic: 0.847037, loss_idmrf: 12.299511, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:08:59,400 - INFO - [Train] step: 18899, loss_mpn: 0.097889, loss_rec: 0.154052, loss_semantic: 1.250072, loss_idmrf: 23.666458, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:09:32,901 - INFO - [Train] step: 18999, loss_mpn: 0.051598, loss_rec: 0.076504, loss_semantic: 0.869177, loss_idmrf: 15.741550, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:10:14,439 - INFO - [Eval] step: 18999, bce: 0.231941, psnr: 21.615450, ssim: 0.718540, lpips: 0.294434
+2023-03-21 19:10:51,466 - INFO - [Train] step: 19099, loss_mpn: 0.087474, loss_rec: 0.097853, loss_semantic: 1.059686, loss_idmrf: 20.383129, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:11:24,230 - INFO - [Train] step: 19199, loss_mpn: 0.082353, loss_rec: 0.118589, loss_semantic: 1.063857, loss_idmrf: 25.173862, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:11:57,011 - INFO - [Train] step: 19299, loss_mpn: 0.080518, loss_rec: 0.106154, loss_semantic: 1.078112, loss_idmrf: 17.097820, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:12:30,072 - INFO - [Train] step: 19399, loss_mpn: 0.048069, loss_rec: 0.103853, loss_semantic: 0.903887, loss_idmrf: 14.492521, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:13:02,957 - INFO - [Train] step: 19499, loss_mpn: 0.064415, loss_rec: 0.082375, loss_semantic: 0.884441, loss_idmrf: 18.519461, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:13:35,936 - INFO - [Train] step: 19599, loss_mpn: 0.111728, loss_rec: 0.134390, loss_semantic: 1.235688, loss_idmrf: 21.760029, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:14:08,865 - INFO - [Train] step: 19699, loss_mpn: 0.088782, loss_rec: 0.082626, loss_semantic: 0.953569, loss_idmrf: 20.380024, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:14:41,932 - INFO - [Train] step: 19799, loss_mpn: 0.091916, loss_rec: 0.122998, loss_semantic: 1.154172, loss_idmrf: 21.255219, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:15:14,930 - INFO - [Train] step: 19899, loss_mpn: 0.066967, loss_rec: 0.104083, loss_semantic: 1.010667, loss_idmrf: 19.942499, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:15:47,769 - INFO - [Train] step: 19999, loss_mpn: 0.076631, loss_rec: 0.101689, loss_semantic: 1.097237, loss_idmrf: 16.303827, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:16:30,268 - INFO - [Eval] step: 19999, bce: 0.245567, psnr: 21.490572, ssim: 0.723490, lpips: 0.291475
+2023-03-21 19:17:07,329 - INFO - [Train] step: 20099, loss_mpn: 0.117283, loss_rec: 0.109041, loss_semantic: 1.205025, loss_idmrf: 18.808037, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:17:40,078 - INFO - [Train] step: 20199, loss_mpn: 0.042503, loss_rec: 0.056175, loss_semantic: 0.717594, loss_idmrf: 16.241573, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:18:12,987 - INFO - [Train] step: 20299, loss_mpn: 0.077833, loss_rec: 0.127174, loss_semantic: 1.138887, loss_idmrf: 21.385128, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:18:46,095 - INFO - [Train] step: 20399, loss_mpn: 0.087366, loss_rec: 0.132793, loss_semantic: 1.378132, loss_idmrf: 19.000519, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:19:19,365 - INFO - [Train] step: 20499, loss_mpn: 0.079751, loss_rec: 0.112326, loss_semantic: 1.026111, loss_idmrf: 12.867247, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:19:52,391 - INFO - [Train] step: 20599, loss_mpn: 0.034803, loss_rec: 0.070226, loss_semantic: 0.830699, loss_idmrf: 17.587967, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:20:25,479 - INFO - [Train] step: 20699, loss_mpn: 0.057212, loss_rec: 0.098320, loss_semantic: 1.177864, loss_idmrf: 19.950420, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:20:58,414 - INFO - [Train] step: 20799, loss_mpn: 0.073330, loss_rec: 0.092586, loss_semantic: 0.873938, loss_idmrf: 16.218370, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:21:31,503 - INFO - [Train] step: 20899, loss_mpn: 0.059608, loss_rec: 0.079503, loss_semantic: 0.870511, loss_idmrf: 17.796005, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:22:04,524 - INFO - [Train] step: 20999, loss_mpn: 0.032055, loss_rec: 0.092905, loss_semantic: 0.950768, loss_idmrf: 17.187296, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:22:46,925 - INFO - [Eval] step: 20999, bce: 0.203990, psnr: 21.443830, ssim: 0.722800, lpips: 0.292773
+2023-03-21 19:23:23,881 - INFO - [Train] step: 21099, loss_mpn: 0.099275, loss_rec: 0.057672, loss_semantic: 0.679527, loss_idmrf: 15.975176, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:23:56,705 - INFO - [Train] step: 21199, loss_mpn: 0.041984, loss_rec: 0.091381, loss_semantic: 0.994582, loss_idmrf: 13.317134, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:24:29,606 - INFO - [Train] step: 21299, loss_mpn: 0.099457, loss_rec: 0.148685, loss_semantic: 1.610043, loss_idmrf: 25.763905, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:25:02,520 - INFO - [Train] step: 21399, loss_mpn: 0.082384, loss_rec: 0.117393, loss_semantic: 1.355797, loss_idmrf: 16.243532, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:25:35,457 - INFO - [Train] step: 21499, loss_mpn: 0.040889, loss_rec: 0.087568, loss_semantic: 0.952063, loss_idmrf: 12.836021, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:26:08,317 - INFO - [Train] step: 21599, loss_mpn: 0.063964, loss_rec: 0.108725, loss_semantic: 1.013074, loss_idmrf: 20.701805, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:26:41,442 - INFO - [Train] step: 21699, loss_mpn: 0.063513, loss_rec: 0.109547, loss_semantic: 1.219096, loss_idmrf: 18.170734, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:27:14,449 - INFO - [Train] step: 21799, loss_mpn: 0.090036, loss_rec: 0.128717, loss_semantic: 1.258225, loss_idmrf: 17.789045, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:27:47,413 - INFO - [Train] step: 21899, loss_mpn: 0.022091, loss_rec: 0.079834, loss_semantic: 0.872929, loss_idmrf: 11.831583, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:28:20,408 - INFO - [Train] step: 21999, loss_mpn: 0.097682, loss_rec: 0.092442, loss_semantic: 0.952332, loss_idmrf: 20.613506, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:29:02,524 - INFO - [Eval] step: 21999, bce: 0.201812, psnr: 21.620838, ssim: 0.724342, lpips: 0.290134
+2023-03-21 19:29:39,369 - INFO - [Train] step: 22099, loss_mpn: 0.064719, loss_rec: 0.120775, loss_semantic: 1.189569, loss_idmrf: 21.573643, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:30:12,131 - INFO - [Train] step: 22199, loss_mpn: 0.047954, loss_rec: 0.083093, loss_semantic: 0.851283, loss_idmrf: 18.036724, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:30:45,060 - INFO - [Train] step: 22299, loss_mpn: 0.077864, loss_rec: 0.127483, loss_semantic: 1.338490, loss_idmrf: 19.334858, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:31:17,884 - INFO - [Train] step: 22399, loss_mpn: 0.097756, loss_rec: 0.110940, loss_semantic: 0.948167, loss_idmrf: 20.609203, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:31:50,699 - INFO - [Train] step: 22499, loss_mpn: 0.113068, loss_rec: 0.120615, loss_semantic: 1.192998, loss_idmrf: 18.455433, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:32:23,446 - INFO - [Train] step: 22599, loss_mpn: 0.073220, loss_rec: 0.098462, loss_semantic: 0.968572, loss_idmrf: 18.282141, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:32:56,259 - INFO - [Train] step: 22699, loss_mpn: 0.081304, loss_rec: 0.126522, loss_semantic: 1.152270, loss_idmrf: 21.122730, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:33:29,157 - INFO - [Train] step: 22799, loss_mpn: 0.055822, loss_rec: 0.086794, loss_semantic: 1.021829, loss_idmrf: 20.823217, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:34:02,078 - INFO - [Train] step: 22899, loss_mpn: 0.060579, loss_rec: 0.103751, loss_semantic: 1.172365, loss_idmrf: 17.696377, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:34:34,882 - INFO - [Train] step: 22999, loss_mpn: 0.148453, loss_rec: 0.167210, loss_semantic: 1.418135, loss_idmrf: 21.148806, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:35:16,559 - INFO - [Eval] step: 22999, bce: 0.226736, psnr: 21.740366, ssim: 0.727561, lpips: 0.288199
+2023-03-21 19:35:53,502 - INFO - [Train] step: 23099, loss_mpn: 0.174101, loss_rec: 0.106017, loss_semantic: 1.058589, loss_idmrf: 17.113977, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:36:26,340 - INFO - [Train] step: 23199, loss_mpn: 0.055818, loss_rec: 0.095529, loss_semantic: 1.020984, loss_idmrf: 15.008998, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:36:59,263 - INFO - [Train] step: 23299, loss_mpn: 0.103929, loss_rec: 0.117964, loss_semantic: 1.205210, loss_idmrf: 18.091625, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:37:32,118 - INFO - [Train] step: 23399, loss_mpn: 0.104159, loss_rec: 0.114514, loss_semantic: 1.146852, loss_idmrf: 21.909752, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:38:05,108 - INFO - [Train] step: 23499, loss_mpn: 0.040228, loss_rec: 0.096498, loss_semantic: 1.025550, loss_idmrf: 15.744916, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:38:38,051 - INFO - [Train] step: 23599, loss_mpn: 0.063561, loss_rec: 0.094429, loss_semantic: 1.070982, loss_idmrf: 16.845205, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:39:10,913 - INFO - [Train] step: 23699, loss_mpn: 0.069175, loss_rec: 0.115911, loss_semantic: 1.060400, loss_idmrf: 15.342929, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:39:43,901 - INFO - [Train] step: 23799, loss_mpn: 0.053091, loss_rec: 0.134812, loss_semantic: 1.208531, loss_idmrf: 23.625271, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:40:16,670 - INFO - [Train] step: 23899, loss_mpn: 0.048314, loss_rec: 0.073022, loss_semantic: 0.937038, loss_idmrf: 14.751675, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:40:49,577 - INFO - [Train] step: 23999, loss_mpn: 0.058527, loss_rec: 0.078005, loss_semantic: 0.832907, loss_idmrf: 11.480620, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:41:31,507 - INFO - [Eval] step: 23999, bce: 0.189557, psnr: 21.675673, ssim: 0.726966, lpips: 0.282902
+2023-03-21 19:42:08,382 - INFO - [Train] step: 24099, loss_mpn: 0.062857, loss_rec: 0.090112, loss_semantic: 0.862020, loss_idmrf: 11.499519, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:42:41,237 - INFO - [Train] step: 24199, loss_mpn: 0.067441, loss_rec: 0.094633, loss_semantic: 1.117177, loss_idmrf: 14.323029, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:43:14,160 - INFO - [Train] step: 24299, loss_mpn: 0.091929, loss_rec: 0.135521, loss_semantic: 1.233171, loss_idmrf: 30.429920, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:43:46,903 - INFO - [Train] step: 24399, loss_mpn: 0.125063, loss_rec: 0.143483, loss_semantic: 1.384477, loss_idmrf: 20.710005, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:44:19,837 - INFO - [Train] step: 24499, loss_mpn: 0.129599, loss_rec: 0.144771, loss_semantic: 1.159335, loss_idmrf: 16.912430, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:44:52,703 - INFO - [Train] step: 24599, loss_mpn: 0.093819, loss_rec: 0.081362, loss_semantic: 0.941245, loss_idmrf: 18.241035, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:45:25,912 - INFO - [Train] step: 24699, loss_mpn: 0.074260, loss_rec: 0.095875, loss_semantic: 1.077208, loss_idmrf: 18.328905, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:45:58,731 - INFO - [Train] step: 24799, loss_mpn: 0.061960, loss_rec: 0.103401, loss_semantic: 0.979522, loss_idmrf: 11.619102, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:46:31,569 - INFO - [Train] step: 24899, loss_mpn: 0.051371, loss_rec: 0.100273, loss_semantic: 0.876638, loss_idmrf: 16.941072, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:47:04,375 - INFO - [Train] step: 24999, loss_mpn: 0.066235, loss_rec: 0.089391, loss_semantic: 0.885092, loss_idmrf: 16.905762, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:47:46,112 - INFO - [Eval] step: 24999, bce: 0.195498, psnr: 21.705875, ssim: 0.727033, lpips: 0.276777
+2023-03-21 19:48:22,892 - INFO - [Train] step: 25099, loss_mpn: 0.103982, loss_rec: 0.144350, loss_semantic: 1.240466, loss_idmrf: 17.756008, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:48:55,768 - INFO - [Train] step: 25199, loss_mpn: 0.058983, loss_rec: 0.104915, loss_semantic: 1.110443, loss_idmrf: 16.684328, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:49:28,688 - INFO - [Train] step: 25299, loss_mpn: 0.074672, loss_rec: 0.105692, loss_semantic: 1.080084, loss_idmrf: 15.770437, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:50:01,608 - INFO - [Train] step: 25399, loss_mpn: 0.052367, loss_rec: 0.085647, loss_semantic: 0.999275, loss_idmrf: 11.288290, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:50:34,423 - INFO - [Train] step: 25499, loss_mpn: 0.082539, loss_rec: 0.096974, loss_semantic: 1.138446, loss_idmrf: 14.528546, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:51:07,232 - INFO - [Train] step: 25599, loss_mpn: 0.093498, loss_rec: 0.133858, loss_semantic: 1.121700, loss_idmrf: 22.874741, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:51:40,063 - INFO - [Train] step: 25699, loss_mpn: 0.084235, loss_rec: 0.112862, loss_semantic: 1.055735, loss_idmrf: 14.445481, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:52:13,154 - INFO - [Train] step: 25799, loss_mpn: 0.099280, loss_rec: 0.132494, loss_semantic: 1.144457, loss_idmrf: 19.988853, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:52:46,161 - INFO - [Train] step: 25899, loss_mpn: 0.053766, loss_rec: 0.086372, loss_semantic: 1.180023, loss_idmrf: 14.899105, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:53:19,026 - INFO - [Train] step: 25999, loss_mpn: 0.122332, loss_rec: 0.120050, loss_semantic: 1.161238, loss_idmrf: 17.895456, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:54:02,591 - INFO - [Eval] step: 25999, bce: 0.188007, psnr: 21.986357, ssim: 0.736503, lpips: 0.268228
+2023-03-21 19:54:39,634 - INFO - [Train] step: 26099, loss_mpn: 0.030154, loss_rec: 0.085913, loss_semantic: 0.886686, loss_idmrf: 11.124618, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:55:12,563 - INFO - [Train] step: 26199, loss_mpn: 0.109745, loss_rec: 0.108893, loss_semantic: 1.189788, loss_idmrf: 22.244387, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:55:45,372 - INFO - [Train] step: 26299, loss_mpn: 0.076415, loss_rec: 0.157136, loss_semantic: 1.466174, loss_idmrf: 19.885513, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:56:18,435 - INFO - [Train] step: 26399, loss_mpn: 0.071627, loss_rec: 0.103418, loss_semantic: 1.079188, loss_idmrf: 15.467251, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:56:51,365 - INFO - [Train] step: 26499, loss_mpn: 0.060306, loss_rec: 0.072967, loss_semantic: 0.888205, loss_idmrf: 12.337928, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:57:24,222 - INFO - [Train] step: 26599, loss_mpn: 0.062568, loss_rec: 0.071368, loss_semantic: 0.773199, loss_idmrf: 13.824580, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:57:56,980 - INFO - [Train] step: 26699, loss_mpn: 0.056308, loss_rec: 0.092119, loss_semantic: 0.854658, loss_idmrf: 17.977905, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:58:29,873 - INFO - [Train] step: 26799, loss_mpn: 0.026870, loss_rec: 0.067163, loss_semantic: 0.853833, loss_idmrf: 14.806650, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:59:02,869 - INFO - [Train] step: 26899, loss_mpn: 0.023783, loss_rec: 0.081058, loss_semantic: 0.979776, loss_idmrf: 12.808586, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:59:35,688 - INFO - [Train] step: 26999, loss_mpn: 0.089350, loss_rec: 0.075089, loss_semantic: 0.936007, loss_idmrf: 15.259620, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:00:18,106 - INFO - [Eval] step: 26999, bce: 0.186335, psnr: 21.958210, ssim: 0.737783, lpips: 0.260951
+2023-03-21 20:00:55,086 - INFO - [Train] step: 27099, loss_mpn: 0.053392, loss_rec: 0.100264, loss_semantic: 1.037897, loss_idmrf: 18.231888, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:01:27,961 - INFO - [Train] step: 27199, loss_mpn: 0.069210, loss_rec: 0.137338, loss_semantic: 1.333834, loss_idmrf: 17.299480, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:02:00,717 - INFO - [Train] step: 27299, loss_mpn: 0.047793, loss_rec: 0.059442, loss_semantic: 0.825097, loss_idmrf: 13.649755, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:02:33,530 - INFO - [Train] step: 27399, loss_mpn: 0.079392, loss_rec: 0.099335, loss_semantic: 1.061799, loss_idmrf: 13.290567, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:03:06,342 - INFO - [Train] step: 27499, loss_mpn: 0.028620, loss_rec: 0.065091, loss_semantic: 0.767804, loss_idmrf: 10.126125, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:03:39,189 - INFO - [Train] step: 27599, loss_mpn: 0.069930, loss_rec: 0.086301, loss_semantic: 0.833829, loss_idmrf: 11.879872, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:04:12,113 - INFO - [Train] step: 27699, loss_mpn: 0.096174, loss_rec: 0.136423, loss_semantic: 1.364578, loss_idmrf: 19.887798, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:04:44,992 - INFO - [Train] step: 27799, loss_mpn: 0.089425, loss_rec: 0.115623, loss_semantic: 1.188346, loss_idmrf: 19.652624, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:05:17,876 - INFO - [Train] step: 27899, loss_mpn: 0.075304, loss_rec: 0.101456, loss_semantic: 0.911247, loss_idmrf: 21.736191, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:05:50,790 - INFO - [Train] step: 27999, loss_mpn: 0.048265, loss_rec: 0.092506, loss_semantic: 0.990309, loss_idmrf: 19.574928, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:06:32,755 - INFO - [Eval] step: 27999, bce: 0.204127, psnr: 21.925222, ssim: 0.737056, lpips: 0.259259
+2023-03-21 20:07:09,725 - INFO - [Train] step: 28099, loss_mpn: 0.072540, loss_rec: 0.109299, loss_semantic: 1.027259, loss_idmrf: 16.206203, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:07:42,608 - INFO - [Train] step: 28199, loss_mpn: 0.143310, loss_rec: 0.096726, loss_semantic: 0.970594, loss_idmrf: 17.039976, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:08:15,413 - INFO - [Train] step: 28299, loss_mpn: 0.079798, loss_rec: 0.103692, loss_semantic: 1.063339, loss_idmrf: 18.348038, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:08:48,184 - INFO - [Train] step: 28399, loss_mpn: 0.059572, loss_rec: 0.073468, loss_semantic: 0.834183, loss_idmrf: 13.125500, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:09:21,020 - INFO - [Train] step: 28499, loss_mpn: 0.055597, loss_rec: 0.102704, loss_semantic: 1.120742, loss_idmrf: 14.806337, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:09:53,892 - INFO - [Train] step: 28599, loss_mpn: 0.064739, loss_rec: 0.115600, loss_semantic: 1.089050, loss_idmrf: 14.938385, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:10:26,901 - INFO - [Train] step: 28699, loss_mpn: 0.054469, loss_rec: 0.088037, loss_semantic: 1.002547, loss_idmrf: 16.519966, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:10:59,853 - INFO - [Train] step: 28799, loss_mpn: 0.034210, loss_rec: 0.063414, loss_semantic: 0.824085, loss_idmrf: 15.746341, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:11:32,718 - INFO - [Train] step: 28899, loss_mpn: 0.049304, loss_rec: 0.079327, loss_semantic: 0.883405, loss_idmrf: 11.094685, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:12:05,539 - INFO - [Train] step: 28999, loss_mpn: 0.058948, loss_rec: 0.086380, loss_semantic: 0.984852, loss_idmrf: 13.295539, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:12:47,619 - INFO - [Eval] step: 28999, bce: 0.173511, psnr: 22.002302, ssim: 0.736935, lpips: 0.260718
+2023-03-21 20:13:24,419 - INFO - [Train] step: 29099, loss_mpn: 0.030749, loss_rec: 0.065927, loss_semantic: 0.795176, loss_idmrf: 13.989090, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:13:57,229 - INFO - [Train] step: 29199, loss_mpn: 0.077663, loss_rec: 0.144977, loss_semantic: 1.247703, loss_idmrf: 19.426979, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:14:30,001 - INFO - [Train] step: 29299, loss_mpn: 0.064891, loss_rec: 0.126840, loss_semantic: 1.293068, loss_idmrf: 15.983093, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:15:02,892 - INFO - [Train] step: 29399, loss_mpn: 0.097239, loss_rec: 0.123141, loss_semantic: 1.104964, loss_idmrf: 20.684061, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:15:35,709 - INFO - [Train] step: 29499, loss_mpn: 0.015112, loss_rec: 0.079485, loss_semantic: 0.869912, loss_idmrf: 9.039677, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:16:08,510 - INFO - [Train] step: 29599, loss_mpn: 0.066375, loss_rec: 0.097412, loss_semantic: 1.127405, loss_idmrf: 12.017273, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:16:41,358 - INFO - [Train] step: 29699, loss_mpn: 0.133936, loss_rec: 0.122000, loss_semantic: 1.218902, loss_idmrf: 19.725393, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:17:14,130 - INFO - [Train] step: 29799, loss_mpn: 0.061484, loss_rec: 0.103897, loss_semantic: 1.117636, loss_idmrf: 12.035799, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:17:46,971 - INFO - [Train] step: 29899, loss_mpn: 0.083879, loss_rec: 0.123406, loss_semantic: 1.097852, loss_idmrf: 16.479366, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:18:19,895 - INFO - [Train] step: 29999, loss_mpn: 0.113132, loss_rec: 0.131186, loss_semantic: 1.126296, loss_idmrf: 21.876225, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:19:02,868 - INFO - [Eval] step: 29999, bce: 0.173826, psnr: 21.966557, ssim: 0.741221, lpips: 0.251508
+2023-03-21 20:19:40,026 - INFO - [Train] step: 30099, loss_mpn: 0.033442, loss_rec: 0.070730, loss_semantic: 0.902629, loss_idmrf: 18.483166, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:20:12,805 - INFO - [Train] step: 30199, loss_mpn: 0.099701, loss_rec: 0.113681, loss_semantic: 1.159294, loss_idmrf: 13.967588, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:20:45,593 - INFO - [Train] step: 30299, loss_mpn: 0.053995, loss_rec: 0.114880, loss_semantic: 1.129251, loss_idmrf: 17.939779, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:21:18,387 - INFO - [Train] step: 30399, loss_mpn: 0.043455, loss_rec: 0.084235, loss_semantic: 1.031365, loss_idmrf: 14.028410, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:21:51,391 - INFO - [Train] step: 30499, loss_mpn: 0.093804, loss_rec: 0.156461, loss_semantic: 1.163251, loss_idmrf: 25.057373, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:22:24,211 - INFO - [Train] step: 30599, loss_mpn: 0.040903, loss_rec: 0.079384, loss_semantic: 0.822117, loss_idmrf: 15.873837, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:22:56,992 - INFO - [Train] step: 30699, loss_mpn: 0.083457, loss_rec: 0.087345, loss_semantic: 1.041729, loss_idmrf: 14.843598, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:23:29,835 - INFO - [Train] step: 30799, loss_mpn: 0.031462, loss_rec: 0.053039, loss_semantic: 0.733582, loss_idmrf: 11.738267, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:24:02,588 - INFO - [Train] step: 30899, loss_mpn: 0.054805, loss_rec: 0.109423, loss_semantic: 1.095099, loss_idmrf: 15.904003, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:24:35,461 - INFO - [Train] step: 30999, loss_mpn: 0.067192, loss_rec: 0.113738, loss_semantic: 1.112855, loss_idmrf: 9.604961, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:25:17,376 - INFO - [Eval] step: 30999, bce: 0.168693, psnr: 22.161036, ssim: 0.742815, lpips: 0.249748
+2023-03-21 20:25:54,595 - INFO - [Train] step: 31099, loss_mpn: 0.063413, loss_rec: 0.107142, loss_semantic: 1.078919, loss_idmrf: 18.304527, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:26:27,350 - INFO - [Train] step: 31199, loss_mpn: 0.071684, loss_rec: 0.103566, loss_semantic: 0.997094, loss_idmrf: 12.898178, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:27:00,203 - INFO - [Train] step: 31299, loss_mpn: 0.080049, loss_rec: 0.119387, loss_semantic: 1.154637, loss_idmrf: 21.035976, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:27:33,191 - INFO - [Train] step: 31399, loss_mpn: 0.037807, loss_rec: 0.093334, loss_semantic: 1.037832, loss_idmrf: 11.053531, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:28:06,008 - INFO - [Train] step: 31499, loss_mpn: 0.144857, loss_rec: 0.124503, loss_semantic: 1.302606, loss_idmrf: 18.896740, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:28:38,899 - INFO - [Train] step: 31599, loss_mpn: 0.048963, loss_rec: 0.096263, loss_semantic: 1.101731, loss_idmrf: 15.551939, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:29:11,765 - INFO - [Train] step: 31699, loss_mpn: 0.043596, loss_rec: 0.082349, loss_semantic: 0.915975, loss_idmrf: 14.092095, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:29:44,538 - INFO - [Train] step: 31799, loss_mpn: 0.088293, loss_rec: 0.069971, loss_semantic: 0.772409, loss_idmrf: 17.967592, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:30:17,339 - INFO - [Train] step: 31899, loss_mpn: 0.051178, loss_rec: 0.089914, loss_semantic: 1.018267, loss_idmrf: 19.160994, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:30:50,189 - INFO - [Train] step: 31999, loss_mpn: 0.033570, loss_rec: 0.062475, loss_semantic: 0.900148, loss_idmrf: 7.887526, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:31:32,343 - INFO - [Eval] step: 31999, bce: 0.159856, psnr: 22.111095, ssim: 0.746815, lpips: 0.249665
+2023-03-21 20:32:09,225 - INFO - [Train] step: 32099, loss_mpn: 0.039574, loss_rec: 0.114580, loss_semantic: 1.071311, loss_idmrf: 13.518898, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:32:42,004 - INFO - [Train] step: 32199, loss_mpn: 0.034050, loss_rec: 0.083465, loss_semantic: 1.059007, loss_idmrf: 10.107860, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:33:14,760 - INFO - [Train] step: 32299, loss_mpn: 0.069885, loss_rec: 0.090942, loss_semantic: 0.952857, loss_idmrf: 15.420067, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:33:47,510 - INFO - [Train] step: 32399, loss_mpn: 0.030874, loss_rec: 0.068191, loss_semantic: 0.825765, loss_idmrf: 6.818857, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:34:20,326 - INFO - [Train] step: 32499, loss_mpn: 0.046302, loss_rec: 0.077319, loss_semantic: 0.779795, loss_idmrf: 13.357599, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:34:53,223 - INFO - [Train] step: 32599, loss_mpn: 0.070842, loss_rec: 0.089320, loss_semantic: 1.009863, loss_idmrf: 11.833385, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:35:26,066 - INFO - [Train] step: 32699, loss_mpn: 0.039469, loss_rec: 0.069966, loss_semantic: 0.785316, loss_idmrf: 12.847666, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:35:58,897 - INFO - [Train] step: 32799, loss_mpn: 0.063881, loss_rec: 0.092636, loss_semantic: 0.974322, loss_idmrf: 18.037392, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:36:31,711 - INFO - [Train] step: 32899, loss_mpn: 0.101489, loss_rec: 0.096878, loss_semantic: 1.091476, loss_idmrf: 16.803890, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:37:04,602 - INFO - [Train] step: 32999, loss_mpn: 0.080276, loss_rec: 0.108089, loss_semantic: 1.102192, loss_idmrf: 10.011312, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:37:47,051 - INFO - [Eval] step: 32999, bce: 0.176933, psnr: 22.044062, ssim: 0.749614, lpips: 0.243548
+2023-03-21 20:38:23,985 - INFO - [Train] step: 33099, loss_mpn: 0.086309, loss_rec: 0.115139, loss_semantic: 1.132696, loss_idmrf: 12.302191, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:38:56,754 - INFO - [Train] step: 33199, loss_mpn: 0.015575, loss_rec: 0.058052, loss_semantic: 0.699874, loss_idmrf: 10.034423, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:39:29,554 - INFO - [Train] step: 33299, loss_mpn: 0.100742, loss_rec: 0.095726, loss_semantic: 1.022587, loss_idmrf: 18.749899, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:40:02,422 - INFO - [Train] step: 33399, loss_mpn: 0.094391, loss_rec: 0.101675, loss_semantic: 1.024041, loss_idmrf: 12.554850, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:40:35,260 - INFO - [Train] step: 33499, loss_mpn: 0.087438, loss_rec: 0.127186, loss_semantic: 1.144082, loss_idmrf: 21.226469, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:41:08,062 - INFO - [Train] step: 33599, loss_mpn: 0.043398, loss_rec: 0.060614, loss_semantic: 0.758674, loss_idmrf: 17.491875, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:41:40,848 - INFO - [Train] step: 33699, loss_mpn: 0.084988, loss_rec: 0.117828, loss_semantic: 1.178518, loss_idmrf: 20.632612, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:42:13,645 - INFO - [Train] step: 33799, loss_mpn: 0.072051, loss_rec: 0.096737, loss_semantic: 1.141474, loss_idmrf: 15.940102, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:42:46,440 - INFO - [Train] step: 33899, loss_mpn: 0.037093, loss_rec: 0.056748, loss_semantic: 0.764823, loss_idmrf: 9.331295, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:43:19,220 - INFO - [Train] step: 33999, loss_mpn: 0.056703, loss_rec: 0.102691, loss_semantic: 1.132119, loss_idmrf: 21.029282, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:44:01,743 - INFO - [Eval] step: 33999, bce: 0.155017, psnr: 22.254004, ssim: 0.753315, lpips: 0.242326
+2023-03-21 20:44:38,495 - INFO - [Train] step: 34099, loss_mpn: 0.080151, loss_rec: 0.084331, loss_semantic: 0.861617, loss_idmrf: 20.768154, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:45:11,254 - INFO - [Train] step: 34199, loss_mpn: 0.097775, loss_rec: 0.133441, loss_semantic: 1.303088, loss_idmrf: 18.894545, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:45:44,071 - INFO - [Train] step: 34299, loss_mpn: 0.029660, loss_rec: 0.057136, loss_semantic: 0.707505, loss_idmrf: 10.948194, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:46:16,905 - INFO - [Train] step: 34399, loss_mpn: 0.063503, loss_rec: 0.110400, loss_semantic: 1.273577, loss_idmrf: 16.748013, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:46:49,708 - INFO - [Train] step: 34499, loss_mpn: 0.038677, loss_rec: 0.094650, loss_semantic: 0.952951, loss_idmrf: 14.562063, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:47:22,527 - INFO - [Train] step: 34599, loss_mpn: 0.068190, loss_rec: 0.118165, loss_semantic: 1.142046, loss_idmrf: 13.031981, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:47:55,333 - INFO - [Train] step: 34699, loss_mpn: 0.073368, loss_rec: 0.104526, loss_semantic: 1.111071, loss_idmrf: 13.655863, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:48:28,098 - INFO - [Train] step: 34799, loss_mpn: 0.103413, loss_rec: 0.120720, loss_semantic: 1.070133, loss_idmrf: 24.268959, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:49:00,906 - INFO - [Train] step: 34899, loss_mpn: 0.015800, loss_rec: 0.065596, loss_semantic: 0.848513, loss_idmrf: 11.646478, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:49:33,810 - INFO - [Train] step: 34999, loss_mpn: 0.077825, loss_rec: 0.095524, loss_semantic: 1.129353, loss_idmrf: 10.024606, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:50:16,302 - INFO - [Eval] step: 34999, bce: 0.156517, psnr: 22.289192, ssim: 0.753580, lpips: 0.241944
+2023-03-21 20:50:53,018 - INFO - [Train] step: 35099, loss_mpn: 0.111093, loss_rec: 0.141905, loss_semantic: 1.283049, loss_idmrf: 16.009508, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:51:25,741 - INFO - [Train] step: 35199, loss_mpn: 0.049467, loss_rec: 0.094281, loss_semantic: 1.052212, loss_idmrf: 10.726161, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:51:58,540 - INFO - [Train] step: 35299, loss_mpn: 0.069620, loss_rec: 0.102204, loss_semantic: 0.982486, loss_idmrf: 17.014959, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:52:31,346 - INFO - [Train] step: 35399, loss_mpn: 0.045382, loss_rec: 0.072781, loss_semantic: 0.959260, loss_idmrf: 14.067259, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:53:04,143 - INFO - [Train] step: 35499, loss_mpn: 0.099380, loss_rec: 0.119777, loss_semantic: 1.057682, loss_idmrf: 15.861804, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:53:36,970 - INFO - [Train] step: 35599, loss_mpn: 0.064486, loss_rec: 0.090452, loss_semantic: 0.869740, loss_idmrf: 13.914459, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:54:09,814 - INFO - [Train] step: 35699, loss_mpn: 0.070915, loss_rec: 0.106891, loss_semantic: 1.261584, loss_idmrf: 15.415194, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:54:42,703 - INFO - [Train] step: 35799, loss_mpn: 0.125196, loss_rec: 0.113484, loss_semantic: 1.026256, loss_idmrf: 17.194126, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:55:15,605 - INFO - [Train] step: 35899, loss_mpn: 0.017204, loss_rec: 0.066985, loss_semantic: 0.840058, loss_idmrf: 10.876360, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:55:48,412 - INFO - [Train] step: 35999, loss_mpn: 0.063847, loss_rec: 0.115400, loss_semantic: 1.126847, loss_idmrf: 25.188734, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:56:33,284 - INFO - [Eval] step: 35999, bce: 0.157892, psnr: 22.195904, ssim: 0.755795, lpips: 0.238935
+2023-03-21 20:57:10,105 - INFO - [Train] step: 36099, loss_mpn: 0.067386, loss_rec: 0.091513, loss_semantic: 1.053826, loss_idmrf: 10.938844, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:57:42,886 - INFO - [Train] step: 36199, loss_mpn: 0.032493, loss_rec: 0.099099, loss_semantic: 1.076747, loss_idmrf: 12.334830, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:58:15,730 - INFO - [Train] step: 36299, loss_mpn: 0.031274, loss_rec: 0.070694, loss_semantic: 0.895349, loss_idmrf: 11.967916, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:58:48,586 - INFO - [Train] step: 36399, loss_mpn: 0.069313, loss_rec: 0.090874, loss_semantic: 1.009469, loss_idmrf: 8.157061, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:59:21,459 - INFO - [Train] step: 36499, loss_mpn: 0.046112, loss_rec: 0.103726, loss_semantic: 0.976758, loss_idmrf: 16.033485, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:59:54,343 - INFO - [Train] step: 36599, loss_mpn: 0.065677, loss_rec: 0.106365, loss_semantic: 1.235880, loss_idmrf: 16.794012, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:00:27,147 - INFO - [Train] step: 36699, loss_mpn: 0.054833, loss_rec: 0.077777, loss_semantic: 0.814818, loss_idmrf: 13.181114, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:01:00,010 - INFO - [Train] step: 36799, loss_mpn: 0.054713, loss_rec: 0.094534, loss_semantic: 1.041282, loss_idmrf: 14.325235, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:01:32,871 - INFO - [Train] step: 36899, loss_mpn: 0.104169, loss_rec: 0.129004, loss_semantic: 1.145293, loss_idmrf: 20.682922, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:02:05,736 - INFO - [Train] step: 36999, loss_mpn: 0.055305, loss_rec: 0.073225, loss_semantic: 0.868766, loss_idmrf: 9.845078, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:02:49,420 - INFO - [Eval] step: 36999, bce: 0.182041, psnr: 22.338518, ssim: 0.756348, lpips: 0.237280
+2023-03-21 21:03:26,169 - INFO - [Train] step: 37099, loss_mpn: 0.105547, loss_rec: 0.107683, loss_semantic: 1.131425, loss_idmrf: 15.962866, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:03:58,982 - INFO - [Train] step: 37199, loss_mpn: 0.058063, loss_rec: 0.097324, loss_semantic: 1.000590, loss_idmrf: 8.048242, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:04:31,746 - INFO - [Train] step: 37299, loss_mpn: 0.052664, loss_rec: 0.086278, loss_semantic: 1.008420, loss_idmrf: 13.060369, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:05:04,598 - INFO - [Train] step: 37399, loss_mpn: 0.043435, loss_rec: 0.054235, loss_semantic: 0.659848, loss_idmrf: 9.986675, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:05:37,409 - INFO - [Train] step: 37499, loss_mpn: 0.037483, loss_rec: 0.088178, loss_semantic: 0.962733, loss_idmrf: 13.469580, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:06:10,264 - INFO - [Train] step: 37599, loss_mpn: 0.048560, loss_rec: 0.080418, loss_semantic: 0.826759, loss_idmrf: 20.891693, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:06:43,055 - INFO - [Train] step: 37699, loss_mpn: 0.059942, loss_rec: 0.094771, loss_semantic: 0.982848, loss_idmrf: 13.709560, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:07:15,934 - INFO - [Train] step: 37799, loss_mpn: 0.077955, loss_rec: 0.096315, loss_semantic: 0.985785, loss_idmrf: 15.221572, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:07:48,777 - INFO - [Train] step: 37899, loss_mpn: 0.095079, loss_rec: 0.118046, loss_semantic: 1.228561, loss_idmrf: 20.943031, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:08:21,671 - INFO - [Train] step: 37999, loss_mpn: 0.049626, loss_rec: 0.095938, loss_semantic: 0.953659, loss_idmrf: 10.081941, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:09:05,538 - INFO - [Eval] step: 37999, bce: 0.167113, psnr: 22.274509, ssim: 0.756637, lpips: 0.239427
+2023-03-21 21:09:42,306 - INFO - [Train] step: 38099, loss_mpn: 0.080663, loss_rec: 0.105224, loss_semantic: 1.083923, loss_idmrf: 10.214685, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:10:15,069 - INFO - [Train] step: 38199, loss_mpn: 0.014966, loss_rec: 0.068670, loss_semantic: 0.886225, loss_idmrf: 6.972472, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:10:47,840 - INFO - [Train] step: 38299, loss_mpn: 0.035192, loss_rec: 0.082823, loss_semantic: 0.936216, loss_idmrf: 12.613932, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:11:20,624 - INFO - [Train] step: 38399, loss_mpn: 0.046142, loss_rec: 0.092445, loss_semantic: 0.967557, loss_idmrf: 12.437400, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:11:53,368 - INFO - [Train] step: 38499, loss_mpn: 0.054640, loss_rec: 0.094056, loss_semantic: 0.994100, loss_idmrf: 9.714912, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:12:26,161 - INFO - [Train] step: 38599, loss_mpn: 0.062707, loss_rec: 0.112953, loss_semantic: 1.114129, loss_idmrf: 18.832401, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:12:58,930 - INFO - [Train] step: 38699, loss_mpn: 0.058547, loss_rec: 0.050989, loss_semantic: 0.673468, loss_idmrf: 10.173741, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:13:31,661 - INFO - [Train] step: 38799, loss_mpn: 0.077284, loss_rec: 0.132056, loss_semantic: 1.300992, loss_idmrf: 18.622225, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:14:04,486 - INFO - [Train] step: 38899, loss_mpn: 0.044009, loss_rec: 0.086474, loss_semantic: 0.997232, loss_idmrf: 13.463278, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:14:37,469 - INFO - [Train] step: 38999, loss_mpn: 0.063718, loss_rec: 0.120987, loss_semantic: 1.240716, loss_idmrf: 18.052231, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:15:21,548 - INFO - [Eval] step: 38999, bce: 0.143632, psnr: 22.356216, ssim: 0.755880, lpips: 0.239154
+2023-03-21 21:15:58,256 - INFO - [Train] step: 39099, loss_mpn: 0.038538, loss_rec: 0.088341, loss_semantic: 0.963727, loss_idmrf: 14.598134, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:16:31,026 - INFO - [Train] step: 39199, loss_mpn: 0.037818, loss_rec: 0.071462, loss_semantic: 0.826476, loss_idmrf: 13.371409, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:17:03,848 - INFO - [Train] step: 39299, loss_mpn: 0.030123, loss_rec: 0.080155, loss_semantic: 1.077208, loss_idmrf: 15.005652, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:17:36,654 - INFO - [Train] step: 39399, loss_mpn: 0.054016, loss_rec: 0.106649, loss_semantic: 1.037754, loss_idmrf: 14.052595, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:18:09,468 - INFO - [Train] step: 39499, loss_mpn: 0.040625, loss_rec: 0.074052, loss_semantic: 0.805433, loss_idmrf: 12.121022, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:18:42,293 - INFO - [Train] step: 39599, loss_mpn: 0.032231, loss_rec: 0.078685, loss_semantic: 0.919487, loss_idmrf: 8.578896, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:19:15,087 - INFO - [Train] step: 39699, loss_mpn: 0.065589, loss_rec: 0.086809, loss_semantic: 0.931547, loss_idmrf: 12.951757, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:19:47,979 - INFO - [Train] step: 39799, loss_mpn: 0.037990, loss_rec: 0.084553, loss_semantic: 0.872701, loss_idmrf: 8.513958, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:20:20,971 - INFO - [Train] step: 39899, loss_mpn: 0.074951, loss_rec: 0.088407, loss_semantic: 0.912067, loss_idmrf: 17.184605, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:20:53,927 - INFO - [Train] step: 39999, loss_mpn: 0.049520, loss_rec: 0.099568, loss_semantic: 1.015262, loss_idmrf: 12.162613, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:21:38,209 - INFO - [Eval] step: 39999, bce: 0.155988, psnr: 22.302145, ssim: 0.757901, lpips: 0.237085
+2023-03-21 21:22:15,061 - INFO - [Train] step: 40099, loss_mpn: 0.067738, loss_rec: 0.111000, loss_semantic: 1.166420, loss_idmrf: 15.907636, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:22:47,730 - INFO - [Train] step: 40199, loss_mpn: 0.057580, loss_rec: 0.065087, loss_semantic: 0.817412, loss_idmrf: 13.909248, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:23:20,450 - INFO - [Train] step: 40299, loss_mpn: 0.076614, loss_rec: 0.103066, loss_semantic: 0.997130, loss_idmrf: 11.335925, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:23:53,222 - INFO - [Train] step: 40399, loss_mpn: 0.041936, loss_rec: 0.071970, loss_semantic: 0.832369, loss_idmrf: 11.543713, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:24:25,995 - INFO - [Train] step: 40499, loss_mpn: 0.040842, loss_rec: 0.087980, loss_semantic: 0.942592, loss_idmrf: 9.766294, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:24:58,803 - INFO - [Train] step: 40599, loss_mpn: 0.093499, loss_rec: 0.123686, loss_semantic: 1.150229, loss_idmrf: 17.691376, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:25:31,636 - INFO - [Train] step: 40699, loss_mpn: 0.047437, loss_rec: 0.077701, loss_semantic: 0.886555, loss_idmrf: 14.544520, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:26:04,435 - INFO - [Train] step: 40799, loss_mpn: 0.067242, loss_rec: 0.082295, loss_semantic: 0.896895, loss_idmrf: 8.657749, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:26:37,297 - INFO - [Train] step: 40899, loss_mpn: 0.042766, loss_rec: 0.078524, loss_semantic: 0.831620, loss_idmrf: 9.702254, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:27:10,155 - INFO - [Train] step: 40999, loss_mpn: 0.045800, loss_rec: 0.080215, loss_semantic: 0.792830, loss_idmrf: 16.523529, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:27:53,479 - INFO - [Eval] step: 40999, bce: 0.146077, psnr: 22.475260, ssim: 0.758214, lpips: 0.234933
+2023-03-21 21:28:30,238 - INFO - [Train] step: 41099, loss_mpn: 0.033379, loss_rec: 0.080824, loss_semantic: 0.793252, loss_idmrf: 11.369576, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:29:02,933 - INFO - [Train] step: 41199, loss_mpn: 0.041972, loss_rec: 0.075030, loss_semantic: 0.883567, loss_idmrf: 8.347733, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:29:35,695 - INFO - [Train] step: 41299, loss_mpn: 0.117248, loss_rec: 0.128936, loss_semantic: 1.327474, loss_idmrf: 16.410841, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:30:08,465 - INFO - [Train] step: 41399, loss_mpn: 0.023685, loss_rec: 0.081564, loss_semantic: 0.850632, loss_idmrf: 8.806370, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:30:41,234 - INFO - [Train] step: 41499, loss_mpn: 0.072645, loss_rec: 0.073878, loss_semantic: 0.820743, loss_idmrf: 11.920942, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:31:14,014 - INFO - [Train] step: 41599, loss_mpn: 0.033084, loss_rec: 0.093077, loss_semantic: 1.117837, loss_idmrf: 11.344271, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:31:46,750 - INFO - [Train] step: 41699, loss_mpn: 0.037092, loss_rec: 0.099563, loss_semantic: 1.089619, loss_idmrf: 10.722994, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:32:19,509 - INFO - [Train] step: 41799, loss_mpn: 0.033166, loss_rec: 0.086273, loss_semantic: 1.028764, loss_idmrf: 14.082994, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:32:52,482 - INFO - [Train] step: 41899, loss_mpn: 0.025807, loss_rec: 0.080016, loss_semantic: 0.932250, loss_idmrf: 7.719905, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:33:25,363 - INFO - [Train] step: 41999, loss_mpn: 0.026224, loss_rec: 0.080793, loss_semantic: 0.924651, loss_idmrf: 8.322074, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:34:08,455 - INFO - [Eval] step: 41999, bce: 0.139285, psnr: 22.492252, ssim: 0.761297, lpips: 0.231738
+2023-03-21 21:34:45,126 - INFO - [Train] step: 42099, loss_mpn: 0.060821, loss_rec: 0.122076, loss_semantic: 1.084992, loss_idmrf: 15.416384, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:35:17,885 - INFO - [Train] step: 42199, loss_mpn: 0.041169, loss_rec: 0.062747, loss_semantic: 0.651527, loss_idmrf: 8.795677, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:35:50,621 - INFO - [Train] step: 42299, loss_mpn: 0.041378, loss_rec: 0.085244, loss_semantic: 0.928891, loss_idmrf: 14.633595, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:36:23,376 - INFO - [Train] step: 42399, loss_mpn: 0.064018, loss_rec: 0.104101, loss_semantic: 0.911512, loss_idmrf: 14.264179, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:36:56,136 - INFO - [Train] step: 42499, loss_mpn: 0.020299, loss_rec: 0.073380, loss_semantic: 0.887331, loss_idmrf: 8.393215, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:37:28,934 - INFO - [Train] step: 42599, loss_mpn: 0.069735, loss_rec: 0.102554, loss_semantic: 1.200386, loss_idmrf: 11.518556, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:38:01,647 - INFO - [Train] step: 42699, loss_mpn: 0.106438, loss_rec: 0.107497, loss_semantic: 1.055380, loss_idmrf: 13.413614, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:38:34,421 - INFO - [Train] step: 42799, loss_mpn: 0.017562, loss_rec: 0.067391, loss_semantic: 0.787691, loss_idmrf: 8.630638, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:39:07,244 - INFO - [Train] step: 42899, loss_mpn: 0.055851, loss_rec: 0.069414, loss_semantic: 0.798787, loss_idmrf: 14.081346, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:39:39,995 - INFO - [Train] step: 42999, loss_mpn: 0.060177, loss_rec: 0.109749, loss_semantic: 1.093579, loss_idmrf: 15.598540, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:40:23,229 - INFO - [Eval] step: 42999, bce: 0.131652, psnr: 22.526304, ssim: 0.760447, lpips: 0.233241
+2023-03-21 21:40:59,842 - INFO - [Train] step: 43099, loss_mpn: 0.070234, loss_rec: 0.107408, loss_semantic: 1.129516, loss_idmrf: 11.488541, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:41:32,497 - INFO - [Train] step: 43199, loss_mpn: 0.032569, loss_rec: 0.082743, loss_semantic: 1.038503, loss_idmrf: 10.061754, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:42:05,237 - INFO - [Train] step: 43299, loss_mpn: 0.063422, loss_rec: 0.104584, loss_semantic: 1.117264, loss_idmrf: 15.434384, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:42:38,001 - INFO - [Train] step: 43399, loss_mpn: 0.029702, loss_rec: 0.065619, loss_semantic: 0.818181, loss_idmrf: 10.779617, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:43:10,716 - INFO - [Train] step: 43499, loss_mpn: 0.066548, loss_rec: 0.119954, loss_semantic: 1.082964, loss_idmrf: 12.038053, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:43:43,446 - INFO - [Train] step: 43599, loss_mpn: 0.066960, loss_rec: 0.129040, loss_semantic: 0.983784, loss_idmrf: 12.660748, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:44:16,209 - INFO - [Train] step: 43699, loss_mpn: 0.033342, loss_rec: 0.081030, loss_semantic: 0.865643, loss_idmrf: 12.638050, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:44:49,001 - INFO - [Train] step: 43799, loss_mpn: 0.042617, loss_rec: 0.069014, loss_semantic: 0.786822, loss_idmrf: 14.906650, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:45:21,836 - INFO - [Train] step: 43899, loss_mpn: 0.036319, loss_rec: 0.080462, loss_semantic: 0.851362, loss_idmrf: 8.958297, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:45:54,647 - INFO - [Train] step: 43999, loss_mpn: 0.083589, loss_rec: 0.114294, loss_semantic: 1.066513, loss_idmrf: 13.121072, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:46:37,764 - INFO - [Eval] step: 43999, bce: 0.139686, psnr: 22.478785, ssim: 0.763911, lpips: 0.233244
+2023-03-21 21:47:14,468 - INFO - [Train] step: 44099, loss_mpn: 0.047634, loss_rec: 0.092409, loss_semantic: 0.952659, loss_idmrf: 14.717207, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:47:47,109 - INFO - [Train] step: 44199, loss_mpn: 0.070363, loss_rec: 0.101916, loss_semantic: 1.027587, loss_idmrf: 15.682004, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:48:19,811 - INFO - [Train] step: 44299, loss_mpn: 0.080156, loss_rec: 0.143816, loss_semantic: 1.251957, loss_idmrf: 18.005592, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:48:52,575 - INFO - [Train] step: 44399, loss_mpn: 0.033108, loss_rec: 0.063724, loss_semantic: 0.765811, loss_idmrf: 11.781721, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:49:25,383 - INFO - [Train] step: 44499, loss_mpn: 0.051528, loss_rec: 0.117325, loss_semantic: 1.217532, loss_idmrf: 12.624487, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:49:58,157 - INFO - [Train] step: 44599, loss_mpn: 0.063429, loss_rec: 0.099917, loss_semantic: 1.100530, loss_idmrf: 13.024956, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:50:30,968 - INFO - [Train] step: 44699, loss_mpn: 0.050043, loss_rec: 0.078894, loss_semantic: 0.881236, loss_idmrf: 10.960987, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:51:03,856 - INFO - [Train] step: 44799, loss_mpn: 0.098790, loss_rec: 0.110142, loss_semantic: 0.943700, loss_idmrf: 15.849394, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:51:36,694 - INFO - [Train] step: 44899, loss_mpn: 0.015313, loss_rec: 0.042828, loss_semantic: 0.546588, loss_idmrf: 9.596954, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:52:09,510 - INFO - [Train] step: 44999, loss_mpn: 0.035872, loss_rec: 0.066620, loss_semantic: 0.784593, loss_idmrf: 16.852436, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:52:53,755 - INFO - [Eval] step: 44999, bce: 0.140668, psnr: 22.599865, ssim: 0.762182, lpips: 0.231031
+2023-03-21 21:53:30,575 - INFO - [Train] step: 45099, loss_mpn: 0.031830, loss_rec: 0.082178, loss_semantic: 0.910456, loss_idmrf: 13.589147, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:54:03,223 - INFO - [Train] step: 45199, loss_mpn: 0.058359, loss_rec: 0.066582, loss_semantic: 0.800966, loss_idmrf: 13.936413, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:54:35,979 - INFO - [Train] step: 45299, loss_mpn: 0.035030, loss_rec: 0.064971, loss_semantic: 0.762613, loss_idmrf: 7.906296, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:55:08,753 - INFO - [Train] step: 45399, loss_mpn: 0.047173, loss_rec: 0.072802, loss_semantic: 0.802118, loss_idmrf: 16.791016, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:55:41,514 - INFO - [Train] step: 45499, loss_mpn: 0.074108, loss_rec: 0.122463, loss_semantic: 1.135138, loss_idmrf: 14.191701, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:56:14,284 - INFO - [Train] step: 45599, loss_mpn: 0.020422, loss_rec: 0.070025, loss_semantic: 0.831909, loss_idmrf: 12.454637, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:56:47,065 - INFO - [Train] step: 45699, loss_mpn: 0.051351, loss_rec: 0.070185, loss_semantic: 0.798170, loss_idmrf: 9.613381, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:57:19,893 - INFO - [Train] step: 45799, loss_mpn: 0.103204, loss_rec: 0.104099, loss_semantic: 1.034456, loss_idmrf: 16.920012, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:57:52,673 - INFO - [Train] step: 45899, loss_mpn: 0.036941, loss_rec: 0.064386, loss_semantic: 0.809193, loss_idmrf: 12.113806, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:58:25,493 - INFO - [Train] step: 45999, loss_mpn: 0.037423, loss_rec: 0.062357, loss_semantic: 0.830692, loss_idmrf: 6.982209, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:59:08,364 - INFO - [Eval] step: 45999, bce: 0.132306, psnr: 22.652515, ssim: 0.763445, lpips: 0.231962
+2023-03-21 21:59:45,090 - INFO - [Train] step: 46099, loss_mpn: 0.034230, loss_rec: 0.068060, loss_semantic: 0.870864, loss_idmrf: 12.339591, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:00:17,787 - INFO - [Train] step: 46199, loss_mpn: 0.059141, loss_rec: 0.096858, loss_semantic: 1.009585, loss_idmrf: 16.106718, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:00:50,588 - INFO - [Train] step: 46299, loss_mpn: 0.027682, loss_rec: 0.059535, loss_semantic: 0.777405, loss_idmrf: 8.221813, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:01:23,381 - INFO - [Train] step: 46399, loss_mpn: 0.052616, loss_rec: 0.089738, loss_semantic: 0.986888, loss_idmrf: 17.742344, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:01:56,160 - INFO - [Train] step: 46499, loss_mpn: 0.064688, loss_rec: 0.090955, loss_semantic: 0.868135, loss_idmrf: 15.299042, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:02:28,967 - INFO - [Train] step: 46599, loss_mpn: 0.039820, loss_rec: 0.070220, loss_semantic: 0.828108, loss_idmrf: 11.392570, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:03:01,765 - INFO - [Train] step: 46699, loss_mpn: 0.036710, loss_rec: 0.048722, loss_semantic: 0.677963, loss_idmrf: 11.783686, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:03:34,581 - INFO - [Train] step: 46799, loss_mpn: 0.037454, loss_rec: 0.066297, loss_semantic: 0.751631, loss_idmrf: 12.282110, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:04:07,403 - INFO - [Train] step: 46899, loss_mpn: 0.013974, loss_rec: 0.060995, loss_semantic: 0.713136, loss_idmrf: 5.686444, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:04:40,196 - INFO - [Train] step: 46999, loss_mpn: 0.026283, loss_rec: 0.067763, loss_semantic: 0.829324, loss_idmrf: 10.639176, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:05:21,429 - INFO - [Eval] step: 46999, bce: 0.151488, psnr: 22.652296, ssim: 0.764923, lpips: 0.227983
+2023-03-21 22:05:58,109 - INFO - [Train] step: 47099, loss_mpn: 0.052151, loss_rec: 0.095225, loss_semantic: 0.926033, loss_idmrf: 14.210522, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:06:30,778 - INFO - [Train] step: 47199, loss_mpn: 0.096016, loss_rec: 0.117409, loss_semantic: 1.160648, loss_idmrf: 13.518278, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:07:03,518 - INFO - [Train] step: 47299, loss_mpn: 0.034223, loss_rec: 0.092631, loss_semantic: 0.976126, loss_idmrf: 9.085006, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:07:36,336 - INFO - [Train] step: 47399, loss_mpn: 0.058561, loss_rec: 0.121768, loss_semantic: 1.298650, loss_idmrf: 12.727048, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:08:09,135 - INFO - [Train] step: 47499, loss_mpn: 0.030506, loss_rec: 0.085313, loss_semantic: 0.900610, loss_idmrf: 7.444428, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:08:41,872 - INFO - [Train] step: 47599, loss_mpn: 0.062577, loss_rec: 0.106866, loss_semantic: 1.087265, loss_idmrf: 13.648079, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:09:14,673 - INFO - [Train] step: 47699, loss_mpn: 0.016736, loss_rec: 0.044124, loss_semantic: 0.626609, loss_idmrf: 6.549006, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:09:47,415 - INFO - [Train] step: 47799, loss_mpn: 0.062703, loss_rec: 0.117782, loss_semantic: 1.068750, loss_idmrf: 17.381668, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:10:20,158 - INFO - [Train] step: 47899, loss_mpn: 0.028235, loss_rec: 0.062638, loss_semantic: 0.802366, loss_idmrf: 9.036719, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:10:52,896 - INFO - [Train] step: 47999, loss_mpn: 0.033072, loss_rec: 0.078223, loss_semantic: 0.932601, loss_idmrf: 9.315544, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:11:35,018 - INFO - [Eval] step: 47999, bce: 0.130609, psnr: 22.663355, ssim: 0.768481, lpips: 0.232266
+2023-03-21 22:12:11,582 - INFO - [Train] step: 48099, loss_mpn: 0.077786, loss_rec: 0.120243, loss_semantic: 1.069655, loss_idmrf: 17.406982, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:12:44,282 - INFO - [Train] step: 48199, loss_mpn: 0.036585, loss_rec: 0.082420, loss_semantic: 0.945864, loss_idmrf: 12.105856, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:13:17,007 - INFO - [Train] step: 48299, loss_mpn: 0.019612, loss_rec: 0.080224, loss_semantic: 0.819802, loss_idmrf: 7.393639, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:13:49,725 - INFO - [Train] step: 48399, loss_mpn: 0.047034, loss_rec: 0.110872, loss_semantic: 0.973059, loss_idmrf: 14.824730, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:14:22,503 - INFO - [Train] step: 48499, loss_mpn: 0.056119, loss_rec: 0.079567, loss_semantic: 0.856247, loss_idmrf: 12.283464, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:14:55,286 - INFO - [Train] step: 48599, loss_mpn: 0.038166, loss_rec: 0.056714, loss_semantic: 0.744084, loss_idmrf: 5.351779, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:15:28,100 - INFO - [Train] step: 48699, loss_mpn: 0.084175, loss_rec: 0.127451, loss_semantic: 1.016571, loss_idmrf: 8.193342, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:16:00,836 - INFO - [Train] step: 48799, loss_mpn: 0.040606, loss_rec: 0.095020, loss_semantic: 0.880715, loss_idmrf: 8.804364, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:16:33,615 - INFO - [Train] step: 48899, loss_mpn: 0.024384, loss_rec: 0.061811, loss_semantic: 0.709005, loss_idmrf: 6.904632, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:17:06,364 - INFO - [Train] step: 48999, loss_mpn: 0.040391, loss_rec: 0.105910, loss_semantic: 1.140474, loss_idmrf: 17.059948, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:17:48,332 - INFO - [Eval] step: 48999, bce: 0.125005, psnr: 22.681906, ssim: 0.762615, lpips: 0.229276
+2023-03-21 22:18:25,052 - INFO - [Train] step: 49099, loss_mpn: 0.057339, loss_rec: 0.074860, loss_semantic: 0.814089, loss_idmrf: 12.142392, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:18:57,749 - INFO - [Train] step: 49199, loss_mpn: 0.059058, loss_rec: 0.080123, loss_semantic: 0.912639, loss_idmrf: 10.052435, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:19:30,504 - INFO - [Train] step: 49299, loss_mpn: 0.064454, loss_rec: 0.148177, loss_semantic: 1.148688, loss_idmrf: 18.103048, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:20:03,238 - INFO - [Train] step: 49399, loss_mpn: 0.061995, loss_rec: 0.099369, loss_semantic: 1.010810, loss_idmrf: 12.325588, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:20:36,012 - INFO - [Train] step: 49499, loss_mpn: 0.089960, loss_rec: 0.091292, loss_semantic: 1.104975, loss_idmrf: 15.615507, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:21:08,787 - INFO - [Train] step: 49599, loss_mpn: 0.055306, loss_rec: 0.106350, loss_semantic: 1.169568, loss_idmrf: 15.240601, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:21:41,589 - INFO - [Train] step: 49699, loss_mpn: 0.040293, loss_rec: 0.066866, loss_semantic: 0.754459, loss_idmrf: 9.954036, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:22:14,368 - INFO - [Train] step: 49799, loss_mpn: 0.038436, loss_rec: 0.077392, loss_semantic: 0.869486, loss_idmrf: 15.053786, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:22:47,118 - INFO - [Train] step: 49899, loss_mpn: 0.032921, loss_rec: 0.065719, loss_semantic: 0.720591, loss_idmrf: 7.110437, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:23:19,771 - INFO - [Train] step: 49999, loss_mpn: 0.057475, loss_rec: 0.104834, loss_semantic: 0.962806, loss_idmrf: 17.956232, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:24:02,549 - INFO - [Eval] step: 49999, bce: 0.133158, psnr: 22.410322, ssim: 0.768012, lpips: 0.230074
+2023-03-21 22:24:39,235 - INFO - [Train] step: 50099, loss_mpn: 0.038399, loss_rec: 0.095204, loss_semantic: 1.000528, loss_idmrf: 11.426188, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:25:11,789 - INFO - [Train] step: 50199, loss_mpn: 0.041264, loss_rec: 0.112695, loss_semantic: 1.031525, loss_idmrf: 18.130920, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:25:44,471 - INFO - [Train] step: 50299, loss_mpn: 0.078424, loss_rec: 0.138828, loss_semantic: 1.364863, loss_idmrf: 22.895391, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:26:17,142 - INFO - [Train] step: 50399, loss_mpn: 0.075673, loss_rec: 0.067506, loss_semantic: 0.854605, loss_idmrf: 13.186390, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:26:49,808 - INFO - [Train] step: 50499, loss_mpn: 0.023622, loss_rec: 0.058240, loss_semantic: 0.704134, loss_idmrf: 7.371176, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:27:22,465 - INFO - [Train] step: 50599, loss_mpn: 0.109313, loss_rec: 0.123865, loss_semantic: 1.212704, loss_idmrf: 16.691185, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:27:55,119 - INFO - [Train] step: 50699, loss_mpn: 0.076848, loss_rec: 0.095829, loss_semantic: 0.999855, loss_idmrf: 16.021967, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:28:27,790 - INFO - [Train] step: 50799, loss_mpn: 0.029920, loss_rec: 0.075888, loss_semantic: 0.920573, loss_idmrf: 13.635321, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:29:00,406 - INFO - [Train] step: 50899, loss_mpn: 0.073452, loss_rec: 0.086980, loss_semantic: 1.014642, loss_idmrf: 10.877687, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:29:32,948 - INFO - [Train] step: 50999, loss_mpn: 0.023753, loss_rec: 0.076102, loss_semantic: 0.779235, loss_idmrf: 8.112207, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:30:14,588 - INFO - [Eval] step: 50999, bce: 0.124646, psnr: 22.741159, ssim: 0.771175, lpips: 0.225590
+2023-03-21 22:30:51,105 - INFO - [Train] step: 51099, loss_mpn: 0.069369, loss_rec: 0.101128, loss_semantic: 0.971554, loss_idmrf: 17.051252, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:31:23,675 - INFO - [Train] step: 51199, loss_mpn: 0.064276, loss_rec: 0.140114, loss_semantic: 1.346434, loss_idmrf: 13.943528, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:31:56,352 - INFO - [Train] step: 51299, loss_mpn: 0.060220, loss_rec: 0.102725, loss_semantic: 1.104596, loss_idmrf: 17.167107, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:32:29,028 - INFO - [Train] step: 51399, loss_mpn: 0.011589, loss_rec: 0.059809, loss_semantic: 0.660925, loss_idmrf: 7.436701, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:33:01,688 - INFO - [Train] step: 51499, loss_mpn: 0.035737, loss_rec: 0.102864, loss_semantic: 1.038494, loss_idmrf: 7.897694, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:33:34,433 - INFO - [Train] step: 51599, loss_mpn: 0.039540, loss_rec: 0.100225, loss_semantic: 1.002826, loss_idmrf: 13.038698, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:34:07,157 - INFO - [Train] step: 51699, loss_mpn: 0.060164, loss_rec: 0.084644, loss_semantic: 0.866764, loss_idmrf: 10.841294, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:34:39,773 - INFO - [Train] step: 51799, loss_mpn: 0.040868, loss_rec: 0.086400, loss_semantic: 0.924094, loss_idmrf: 13.361026, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:35:12,334 - INFO - [Train] step: 51899, loss_mpn: 0.034969, loss_rec: 0.064012, loss_semantic: 0.695496, loss_idmrf: 10.846245, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:35:44,858 - INFO - [Train] step: 51999, loss_mpn: 0.050919, loss_rec: 0.086074, loss_semantic: 0.958120, loss_idmrf: 9.908464, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:36:26,085 - INFO - [Eval] step: 51999, bce: 0.133421, psnr: 22.757061, ssim: 0.771556, lpips: 0.227643
+2023-03-21 22:37:02,664 - INFO - [Train] step: 52099, loss_mpn: 0.042138, loss_rec: 0.074081, loss_semantic: 0.854500, loss_idmrf: 11.197391, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:37:35,148 - INFO - [Train] step: 52199, loss_mpn: 0.068233, loss_rec: 0.102597, loss_semantic: 0.909083, loss_idmrf: 12.008067, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:38:07,751 - INFO - [Train] step: 52299, loss_mpn: 0.053907, loss_rec: 0.085893, loss_semantic: 0.977741, loss_idmrf: 13.606829, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:38:40,372 - INFO - [Train] step: 52399, loss_mpn: 0.133045, loss_rec: 0.127666, loss_semantic: 1.111686, loss_idmrf: 14.690449, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:39:12,993 - INFO - [Train] step: 52499, loss_mpn: 0.018652, loss_rec: 0.044566, loss_semantic: 0.574153, loss_idmrf: 8.028183, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:39:45,670 - INFO - [Train] step: 52599, loss_mpn: 0.013344, loss_rec: 0.065359, loss_semantic: 0.807239, loss_idmrf: 7.948457, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:40:18,295 - INFO - [Train] step: 52699, loss_mpn: 0.044978, loss_rec: 0.104861, loss_semantic: 0.935008, loss_idmrf: 13.220055, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:40:50,896 - INFO - [Train] step: 52799, loss_mpn: 0.046782, loss_rec: 0.079526, loss_semantic: 0.983815, loss_idmrf: 12.128229, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:41:23,522 - INFO - [Train] step: 52899, loss_mpn: 0.061238, loss_rec: 0.089678, loss_semantic: 1.047556, loss_idmrf: 10.349440, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:41:56,155 - INFO - [Train] step: 52999, loss_mpn: 0.031795, loss_rec: 0.079192, loss_semantic: 0.758505, loss_idmrf: 12.122420, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:42:38,344 - INFO - [Eval] step: 52999, bce: 0.115934, psnr: 22.638016, ssim: 0.770310, lpips: 0.225087
+2023-03-21 22:43:14,958 - INFO - [Train] step: 53099, loss_mpn: 0.068051, loss_rec: 0.104232, loss_semantic: 1.022626, loss_idmrf: 16.805344, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:43:47,684 - INFO - [Train] step: 53199, loss_mpn: 0.050970, loss_rec: 0.072411, loss_semantic: 0.714799, loss_idmrf: 15.028421, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:44:20,375 - INFO - [Train] step: 53299, loss_mpn: 0.072478, loss_rec: 0.096027, loss_semantic: 0.974814, loss_idmrf: 17.620216, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:44:53,072 - INFO - [Train] step: 53399, loss_mpn: 0.051297, loss_rec: 0.088367, loss_semantic: 0.974624, loss_idmrf: 10.464595, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:45:25,777 - INFO - [Train] step: 53499, loss_mpn: 0.051386, loss_rec: 0.068438, loss_semantic: 0.763155, loss_idmrf: 11.181667, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:45:58,551 - INFO - [Train] step: 53599, loss_mpn: 0.040174, loss_rec: 0.070346, loss_semantic: 0.884530, loss_idmrf: 9.949740, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:46:31,337 - INFO - [Train] step: 53699, loss_mpn: 0.081093, loss_rec: 0.115372, loss_semantic: 1.199640, loss_idmrf: 12.651176, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:47:04,117 - INFO - [Train] step: 53799, loss_mpn: 0.021745, loss_rec: 0.054552, loss_semantic: 0.715671, loss_idmrf: 6.875464, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:47:36,793 - INFO - [Train] step: 53899, loss_mpn: 0.034589, loss_rec: 0.073252, loss_semantic: 0.895712, loss_idmrf: 9.585823, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:48:09,464 - INFO - [Train] step: 53999, loss_mpn: 0.062317, loss_rec: 0.084810, loss_semantic: 1.017180, loss_idmrf: 15.075782, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:48:51,819 - INFO - [Eval] step: 53999, bce: 0.121270, psnr: 22.809242, ssim: 0.768576, lpips: 0.226529
+2023-03-21 22:49:28,420 - INFO - [Train] step: 54099, loss_mpn: 0.066196, loss_rec: 0.122925, loss_semantic: 1.216858, loss_idmrf: 17.953403, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:50:01,077 - INFO - [Train] step: 54199, loss_mpn: 0.020472, loss_rec: 0.047678, loss_semantic: 0.668469, loss_idmrf: 14.093477, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:50:33,773 - INFO - [Train] step: 54299, loss_mpn: 0.053241, loss_rec: 0.093677, loss_semantic: 0.970015, loss_idmrf: 15.534817, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:51:06,485 - INFO - [Train] step: 54399, loss_mpn: 0.035726, loss_rec: 0.058474, loss_semantic: 0.800639, loss_idmrf: 8.655264, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:51:39,201 - INFO - [Train] step: 54499, loss_mpn: 0.033757, loss_rec: 0.065584, loss_semantic: 0.786176, loss_idmrf: 8.543247, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:52:11,868 - INFO - [Train] step: 54599, loss_mpn: 0.038280, loss_rec: 0.075262, loss_semantic: 0.898271, loss_idmrf: 14.800758, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:52:44,534 - INFO - [Train] step: 54699, loss_mpn: 0.015886, loss_rec: 0.060798, loss_semantic: 0.642386, loss_idmrf: 4.413053, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:53:17,304 - INFO - [Train] step: 54799, loss_mpn: 0.064874, loss_rec: 0.084143, loss_semantic: 0.836255, loss_idmrf: 13.213761, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:53:49,982 - INFO - [Train] step: 54899, loss_mpn: 0.008237, loss_rec: 0.042676, loss_semantic: 0.495608, loss_idmrf: 6.501323, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:54:22,670 - INFO - [Train] step: 54999, loss_mpn: 0.071797, loss_rec: 0.121463, loss_semantic: 1.253938, loss_idmrf: 15.182617, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:55:03,585 - INFO - [Eval] step: 54999, bce: 0.120316, psnr: 22.881535, ssim: 0.770840, lpips: 0.224737
+2023-03-21 22:55:40,193 - INFO - [Train] step: 55099, loss_mpn: 0.054751, loss_rec: 0.070864, loss_semantic: 0.846823, loss_idmrf: 10.794535, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:56:12,856 - INFO - [Train] step: 55199, loss_mpn: 0.041897, loss_rec: 0.112809, loss_semantic: 0.979014, loss_idmrf: 15.498478, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:56:45,570 - INFO - [Train] step: 55299, loss_mpn: 0.086056, loss_rec: 0.106692, loss_semantic: 0.909263, loss_idmrf: 11.549318, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:57:18,216 - INFO - [Train] step: 55399, loss_mpn: 0.072554, loss_rec: 0.111273, loss_semantic: 1.124814, loss_idmrf: 11.247041, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:57:50,959 - INFO - [Train] step: 55499, loss_mpn: 0.054917, loss_rec: 0.078346, loss_semantic: 0.789011, loss_idmrf: 14.423137, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:58:23,674 - INFO - [Train] step: 55599, loss_mpn: 0.034973, loss_rec: 0.089786, loss_semantic: 0.989734, loss_idmrf: 9.535574, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:58:56,316 - INFO - [Train] step: 55699, loss_mpn: 0.033243, loss_rec: 0.070411, loss_semantic: 0.797895, loss_idmrf: 8.318148, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:59:28,903 - INFO - [Train] step: 55799, loss_mpn: 0.054474, loss_rec: 0.092015, loss_semantic: 1.054914, loss_idmrf: 11.871905, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:00:01,559 - INFO - [Train] step: 55899, loss_mpn: 0.055900, loss_rec: 0.096931, loss_semantic: 1.019641, loss_idmrf: 10.148548, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:00:34,158 - INFO - [Train] step: 55999, loss_mpn: 0.057287, loss_rec: 0.087534, loss_semantic: 0.999206, loss_idmrf: 11.408360, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:01:14,738 - INFO - [Eval] step: 55999, bce: 0.114125, psnr: 22.929308, ssim: 0.774285, lpips: 0.224027
+2023-03-21 23:01:51,259 - INFO - [Train] step: 56099, loss_mpn: 0.063768, loss_rec: 0.094580, loss_semantic: 0.879943, loss_idmrf: 11.686848, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:02:23,809 - INFO - [Train] step: 56199, loss_mpn: 0.028021, loss_rec: 0.071926, loss_semantic: 0.888432, loss_idmrf: 8.593551, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:02:56,429 - INFO - [Train] step: 56299, loss_mpn: 0.040086, loss_rec: 0.084043, loss_semantic: 0.849941, loss_idmrf: 15.592720, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:03:29,086 - INFO - [Train] step: 56399, loss_mpn: 0.036645, loss_rec: 0.075802, loss_semantic: 0.891611, loss_idmrf: 10.166355, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:04:01,865 - INFO - [Train] step: 56499, loss_mpn: 0.016838, loss_rec: 0.069707, loss_semantic: 0.925461, loss_idmrf: 9.226136, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:04:34,537 - INFO - [Train] step: 56599, loss_mpn: 0.039229, loss_rec: 0.060379, loss_semantic: 0.588788, loss_idmrf: 5.629601, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:05:07,221 - INFO - [Train] step: 56699, loss_mpn: 0.034036, loss_rec: 0.082922, loss_semantic: 0.928348, loss_idmrf: 10.874128, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:05:39,831 - INFO - [Train] step: 56799, loss_mpn: 0.022924, loss_rec: 0.048891, loss_semantic: 0.622460, loss_idmrf: 5.145630, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:06:12,517 - INFO - [Train] step: 56899, loss_mpn: 0.036359, loss_rec: 0.094313, loss_semantic: 1.028237, loss_idmrf: 13.310955, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:06:45,218 - INFO - [Train] step: 56999, loss_mpn: 0.043584, loss_rec: 0.088479, loss_semantic: 1.050535, loss_idmrf: 10.812456, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:07:26,814 - INFO - [Eval] step: 56999, bce: 0.113989, psnr: 22.931694, ssim: 0.776097, lpips: 0.222699
+2023-03-21 23:08:03,403 - INFO - [Train] step: 57099, loss_mpn: 0.022112, loss_rec: 0.082128, loss_semantic: 0.826771, loss_idmrf: 11.641250, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:08:35,999 - INFO - [Train] step: 57199, loss_mpn: 0.100207, loss_rec: 0.089827, loss_semantic: 1.004564, loss_idmrf: 15.397728, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:09:08,796 - INFO - [Train] step: 57299, loss_mpn: 0.055694, loss_rec: 0.095522, loss_semantic: 0.895652, loss_idmrf: 9.354855, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:09:41,492 - INFO - [Train] step: 57399, loss_mpn: 0.015886, loss_rec: 0.053979, loss_semantic: 0.561434, loss_idmrf: 8.616575, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:10:14,310 - INFO - [Train] step: 57499, loss_mpn: 0.007588, loss_rec: 0.050285, loss_semantic: 0.627422, loss_idmrf: 6.507072, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:10:47,115 - INFO - [Train] step: 57599, loss_mpn: 0.046693, loss_rec: 0.102487, loss_semantic: 1.026545, loss_idmrf: 17.477667, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:11:19,863 - INFO - [Train] step: 57699, loss_mpn: 0.048410, loss_rec: 0.102354, loss_semantic: 1.107123, loss_idmrf: 16.292191, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:11:52,988 - INFO - [Train] step: 57799, loss_mpn: 0.038730, loss_rec: 0.089007, loss_semantic: 0.953453, loss_idmrf: 9.977228, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:12:25,632 - INFO - [Train] step: 57899, loss_mpn: 0.010824, loss_rec: 0.082354, loss_semantic: 0.941817, loss_idmrf: 6.925802, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:12:58,305 - INFO - [Train] step: 57999, loss_mpn: 0.033948, loss_rec: 0.076678, loss_semantic: 0.879093, loss_idmrf: 13.721915, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:13:41,408 - INFO - [Eval] step: 57999, bce: 0.112678, psnr: 23.016237, ssim: 0.776932, lpips: 0.221350
+2023-03-21 23:14:18,055 - INFO - [Train] step: 58099, loss_mpn: 0.037585, loss_rec: 0.071165, loss_semantic: 0.797718, loss_idmrf: 9.319593, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:14:50,697 - INFO - [Train] step: 58199, loss_mpn: 0.043469, loss_rec: 0.094057, loss_semantic: 0.907355, loss_idmrf: 9.191002, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:15:23,435 - INFO - [Train] step: 58299, loss_mpn: 0.035076, loss_rec: 0.044346, loss_semantic: 0.611016, loss_idmrf: 6.840561, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:15:56,137 - INFO - [Train] step: 58399, loss_mpn: 0.021659, loss_rec: 0.056932, loss_semantic: 0.757817, loss_idmrf: 8.483838, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:16:28,875 - INFO - [Train] step: 58499, loss_mpn: 0.080241, loss_rec: 0.146822, loss_semantic: 1.321509, loss_idmrf: 16.114334, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:17:01,637 - INFO - [Train] step: 58599, loss_mpn: 0.042300, loss_rec: 0.084139, loss_semantic: 0.847211, loss_idmrf: 9.709036, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:17:34,307 - INFO - [Train] step: 58699, loss_mpn: 0.019106, loss_rec: 0.063342, loss_semantic: 0.690936, loss_idmrf: 7.151216, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:18:06,972 - INFO - [Train] step: 58799, loss_mpn: 0.025309, loss_rec: 0.079851, loss_semantic: 0.796870, loss_idmrf: 9.426392, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:18:39,613 - INFO - [Train] step: 58899, loss_mpn: 0.023405, loss_rec: 0.052851, loss_semantic: 0.592669, loss_idmrf: 10.621496, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:19:12,285 - INFO - [Train] step: 58999, loss_mpn: 0.051923, loss_rec: 0.110294, loss_semantic: 1.062773, loss_idmrf: 13.818363, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:19:52,965 - INFO - [Eval] step: 58999, bce: 0.117004, psnr: 22.761545, ssim: 0.773915, lpips: 0.220835
+2023-03-21 23:20:29,586 - INFO - [Train] step: 59099, loss_mpn: 0.029069, loss_rec: 0.063722, loss_semantic: 0.781472, loss_idmrf: 10.971568, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:21:02,169 - INFO - [Train] step: 59199, loss_mpn: 0.048569, loss_rec: 0.108111, loss_semantic: 1.091420, loss_idmrf: 11.863770, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:21:34,824 - INFO - [Train] step: 59299, loss_mpn: 0.074315, loss_rec: 0.101883, loss_semantic: 1.085041, loss_idmrf: 12.757818, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:22:07,544 - INFO - [Train] step: 59399, loss_mpn: 0.038935, loss_rec: 0.099260, loss_semantic: 0.946047, loss_idmrf: 11.722104, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:22:40,285 - INFO - [Train] step: 59499, loss_mpn: 0.025449, loss_rec: 0.066026, loss_semantic: 0.771292, loss_idmrf: 7.858280, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:23:13,064 - INFO - [Train] step: 59599, loss_mpn: 0.048750, loss_rec: 0.088470, loss_semantic: 0.888538, loss_idmrf: 12.967346, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:23:45,748 - INFO - [Train] step: 59699, loss_mpn: 0.040443, loss_rec: 0.088609, loss_semantic: 0.892785, loss_idmrf: 8.311934, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:24:18,487 - INFO - [Train] step: 59799, loss_mpn: 0.029633, loss_rec: 0.078589, loss_semantic: 0.847031, loss_idmrf: 9.491674, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:24:51,204 - INFO - [Train] step: 59899, loss_mpn: 0.050836, loss_rec: 0.082496, loss_semantic: 0.823442, loss_idmrf: 11.031511, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:25:23,892 - INFO - [Train] step: 59999, loss_mpn: 0.041153, loss_rec: 0.115965, loss_semantic: 1.029358, loss_idmrf: 13.586423, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:26:04,570 - INFO - [Eval] step: 59999, bce: 0.106911, psnr: 22.957058, ssim: 0.773426, lpips: 0.220859
+2023-03-21 23:26:41,133 - INFO - [Train] step: 60099, loss_mpn: 0.051946, loss_rec: 0.096018, loss_semantic: 0.840647, loss_idmrf: 12.510914, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:27:13,830 - INFO - [Train] step: 60199, loss_mpn: 0.051524, loss_rec: 0.088511, loss_semantic: 0.846615, loss_idmrf: 12.408127, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:27:46,507 - INFO - [Train] step: 60299, loss_mpn: 0.046315, loss_rec: 0.073202, loss_semantic: 0.904411, loss_idmrf: 9.779169, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:28:19,222 - INFO - [Train] step: 60399, loss_mpn: 0.042029, loss_rec: 0.088629, loss_semantic: 0.959278, loss_idmrf: 11.051287, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:28:51,926 - INFO - [Train] step: 60499, loss_mpn: 0.028680, loss_rec: 0.110459, loss_semantic: 1.099005, loss_idmrf: 10.724722, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:29:24,598 - INFO - [Train] step: 60599, loss_mpn: 0.016105, loss_rec: 0.053144, loss_semantic: 0.671907, loss_idmrf: 10.026161, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:29:57,393 - INFO - [Train] step: 60699, loss_mpn: 0.068006, loss_rec: 0.142562, loss_semantic: 1.229007, loss_idmrf: 16.173897, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:30:30,161 - INFO - [Train] step: 60799, loss_mpn: 0.030201, loss_rec: 0.064800, loss_semantic: 0.747895, loss_idmrf: 6.761656, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:31:02,857 - INFO - [Train] step: 60899, loss_mpn: 0.031004, loss_rec: 0.070296, loss_semantic: 0.861401, loss_idmrf: 9.414009, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:31:35,573 - INFO - [Train] step: 60999, loss_mpn: 0.016036, loss_rec: 0.045287, loss_semantic: 0.592527, loss_idmrf: 7.318804, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:32:16,381 - INFO - [Eval] step: 60999, bce: 0.105460, psnr: 23.028301, ssim: 0.775269, lpips: 0.221470
+2023-03-21 23:32:53,024 - INFO - [Train] step: 61099, loss_mpn: 0.017834, loss_rec: 0.048579, loss_semantic: 0.629496, loss_idmrf: 7.357788, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:33:25,748 - INFO - [Train] step: 61199, loss_mpn: 0.028748, loss_rec: 0.063321, loss_semantic: 0.748689, loss_idmrf: 7.550240, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:33:58,501 - INFO - [Train] step: 61299, loss_mpn: 0.046422, loss_rec: 0.100080, loss_semantic: 1.263910, loss_idmrf: 20.505440, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:34:31,293 - INFO - [Train] step: 61399, loss_mpn: 0.017184, loss_rec: 0.075871, loss_semantic: 0.830373, loss_idmrf: 8.353342, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:35:04,000 - INFO - [Train] step: 61499, loss_mpn: 0.083099, loss_rec: 0.122619, loss_semantic: 1.054868, loss_idmrf: 14.424568, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:35:36,691 - INFO - [Train] step: 61599, loss_mpn: 0.030343, loss_rec: 0.069080, loss_semantic: 0.761582, loss_idmrf: 11.440448, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:36:09,393 - INFO - [Train] step: 61699, loss_mpn: 0.052405, loss_rec: 0.094637, loss_semantic: 1.089696, loss_idmrf: 12.454233, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:36:42,082 - INFO - [Train] step: 61799, loss_mpn: 0.037408, loss_rec: 0.089247, loss_semantic: 0.960189, loss_idmrf: 11.238438, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:37:14,802 - INFO - [Train] step: 61899, loss_mpn: 0.014992, loss_rec: 0.062292, loss_semantic: 0.683663, loss_idmrf: 5.724044, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:37:47,535 - INFO - [Train] step: 61999, loss_mpn: 0.038848, loss_rec: 0.097375, loss_semantic: 0.907138, loss_idmrf: 15.123170, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:38:29,828 - INFO - [Eval] step: 61999, bce: 0.104149, psnr: 22.896166, ssim: 0.778273, lpips: 0.224378
+2023-03-21 23:39:06,580 - INFO - [Train] step: 62099, loss_mpn: 0.044459, loss_rec: 0.085690, loss_semantic: 1.030686, loss_idmrf: 10.211643, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:39:39,316 - INFO - [Train] step: 62199, loss_mpn: 0.075862, loss_rec: 0.097484, loss_semantic: 0.978607, loss_idmrf: 12.269629, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:40:12,104 - INFO - [Train] step: 62299, loss_mpn: 0.057824, loss_rec: 0.097073, loss_semantic: 0.986004, loss_idmrf: 11.486015, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:40:44,895 - INFO - [Train] step: 62399, loss_mpn: 0.079877, loss_rec: 0.120461, loss_semantic: 1.183950, loss_idmrf: 15.910160, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:41:17,690 - INFO - [Train] step: 62499, loss_mpn: 0.035482, loss_rec: 0.072349, loss_semantic: 0.864074, loss_idmrf: 8.791452, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:41:50,463 - INFO - [Train] step: 62599, loss_mpn: 0.087529, loss_rec: 0.162514, loss_semantic: 1.340322, loss_idmrf: 18.683601, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:42:23,246 - INFO - [Train] step: 62699, loss_mpn: 0.035367, loss_rec: 0.096342, loss_semantic: 1.063232, loss_idmrf: 16.216032, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:42:55,967 - INFO - [Train] step: 62799, loss_mpn: 0.025576, loss_rec: 0.065457, loss_semantic: 0.811922, loss_idmrf: 7.096805, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:43:28,769 - INFO - [Train] step: 62899, loss_mpn: 0.031939, loss_rec: 0.101130, loss_semantic: 0.982363, loss_idmrf: 11.934675, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:44:01,580 - INFO - [Train] step: 62999, loss_mpn: 0.030208, loss_rec: 0.089278, loss_semantic: 0.949520, loss_idmrf: 12.814753, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:44:42,588 - INFO - [Eval] step: 62999, bce: 0.103670, psnr: 22.935804, ssim: 0.778986, lpips: 0.220580
+2023-03-21 23:45:19,315 - INFO - [Train] step: 63099, loss_mpn: 0.015066, loss_rec: 0.056325, loss_semantic: 0.752476, loss_idmrf: 9.250727, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:45:51,991 - INFO - [Train] step: 63199, loss_mpn: 0.067278, loss_rec: 0.112815, loss_semantic: 1.047898, loss_idmrf: 14.195319, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:46:24,778 - INFO - [Train] step: 63299, loss_mpn: 0.031812, loss_rec: 0.085315, loss_semantic: 0.948930, loss_idmrf: 9.311087, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:46:57,591 - INFO - [Train] step: 63399, loss_mpn: 0.024028, loss_rec: 0.073346, loss_semantic: 0.865233, loss_idmrf: 8.551373, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:47:30,337 - INFO - [Train] step: 63499, loss_mpn: 0.033156, loss_rec: 0.084261, loss_semantic: 0.861868, loss_idmrf: 9.581526, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:48:03,132 - INFO - [Train] step: 63599, loss_mpn: 0.037774, loss_rec: 0.071149, loss_semantic: 0.827415, loss_idmrf: 11.023052, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:48:35,888 - INFO - [Train] step: 63699, loss_mpn: 0.092454, loss_rec: 0.110296, loss_semantic: 1.072301, loss_idmrf: 15.916805, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:49:08,627 - INFO - [Train] step: 63799, loss_mpn: 0.046763, loss_rec: 0.077795, loss_semantic: 1.023722, loss_idmrf: 7.852656, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:49:41,435 - INFO - [Train] step: 63899, loss_mpn: 0.028570, loss_rec: 0.069569, loss_semantic: 0.796923, loss_idmrf: 7.836800, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:50:14,211 - INFO - [Train] step: 63999, loss_mpn: 0.028775, loss_rec: 0.094373, loss_semantic: 0.955033, loss_idmrf: 10.677103, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:50:55,370 - INFO - [Eval] step: 63999, bce: 0.101754, psnr: 23.047539, ssim: 0.778843, lpips: 0.219944
+2023-03-21 23:51:31,983 - INFO - [Train] step: 64099, loss_mpn: 0.027275, loss_rec: 0.070231, loss_semantic: 0.722988, loss_idmrf: 5.860418, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:52:04,716 - INFO - [Train] step: 64199, loss_mpn: 0.024973, loss_rec: 0.080673, loss_semantic: 0.905438, loss_idmrf: 8.405318, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:52:37,592 - INFO - [Train] step: 64299, loss_mpn: 0.025877, loss_rec: 0.077180, loss_semantic: 0.916011, loss_idmrf: 9.419334, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:53:10,432 - INFO - [Train] step: 64399, loss_mpn: 0.049980, loss_rec: 0.079221, loss_semantic: 0.872111, loss_idmrf: 13.419828, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:53:43,236 - INFO - [Train] step: 64499, loss_mpn: 0.059172, loss_rec: 0.111389, loss_semantic: 1.006155, loss_idmrf: 18.705128, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:54:16,037 - INFO - [Train] step: 64599, loss_mpn: 0.050447, loss_rec: 0.098472, loss_semantic: 0.985199, loss_idmrf: 10.304182, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:54:48,821 - INFO - [Train] step: 64699, loss_mpn: 0.058142, loss_rec: 0.087967, loss_semantic: 0.847902, loss_idmrf: 8.825217, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:55:21,615 - INFO - [Train] step: 64799, loss_mpn: 0.022753, loss_rec: 0.064231, loss_semantic: 0.776948, loss_idmrf: 10.027534, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:55:54,399 - INFO - [Train] step: 64899, loss_mpn: 0.047630, loss_rec: 0.077497, loss_semantic: 0.833119, loss_idmrf: 13.149468, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:56:27,124 - INFO - [Train] step: 64999, loss_mpn: 0.071616, loss_rec: 0.097941, loss_semantic: 1.058033, loss_idmrf: 17.868855, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:57:09,906 - INFO - [Eval] step: 64999, bce: 0.102818, psnr: 23.068125, ssim: 0.781213, lpips: 0.217883
+2023-03-21 23:57:46,843 - INFO - [Train] step: 65099, loss_mpn: 0.088957, loss_rec: 0.133610, loss_semantic: 1.094750, loss_idmrf: 16.044907, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:58:19,589 - INFO - [Train] step: 65199, loss_mpn: 0.044444, loss_rec: 0.054910, loss_semantic: 0.657822, loss_idmrf: 8.381575, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:58:52,455 - INFO - [Train] step: 65299, loss_mpn: 0.041986, loss_rec: 0.093459, loss_semantic: 0.951284, loss_idmrf: 11.633219, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:59:25,285 - INFO - [Train] step: 65399, loss_mpn: 0.055394, loss_rec: 0.099320, loss_semantic: 1.050148, loss_idmrf: 13.368706, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:59:58,088 - INFO - [Train] step: 65499, loss_mpn: 0.062843, loss_rec: 0.113168, loss_semantic: 1.064400, loss_idmrf: 13.250002, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:00:30,951 - INFO - [Train] step: 65599, loss_mpn: 0.065485, loss_rec: 0.090718, loss_semantic: 0.869620, loss_idmrf: 10.550361, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:01:03,724 - INFO - [Train] step: 65699, loss_mpn: 0.045653, loss_rec: 0.076192, loss_semantic: 0.851115, loss_idmrf: 16.826675, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:01:36,550 - INFO - [Train] step: 65799, loss_mpn: 0.036791, loss_rec: 0.082938, loss_semantic: 0.806826, loss_idmrf: 9.182029, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:02:09,323 - INFO - [Train] step: 65899, loss_mpn: 0.037165, loss_rec: 0.114328, loss_semantic: 1.079127, loss_idmrf: 12.876764, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:02:42,093 - INFO - [Train] step: 65999, loss_mpn: 0.041422, loss_rec: 0.077648, loss_semantic: 0.819686, loss_idmrf: 12.398714, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:03:22,770 - INFO - [Eval] step: 65999, bce: 0.120400, psnr: 23.118925, ssim: 0.779762, lpips: 0.220472
+2023-03-22 00:03:59,489 - INFO - [Train] step: 66099, loss_mpn: 0.019997, loss_rec: 0.067621, loss_semantic: 0.706366, loss_idmrf: 8.246276, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:04:32,214 - INFO - [Train] step: 66199, loss_mpn: 0.049818, loss_rec: 0.101763, loss_semantic: 0.885379, loss_idmrf: 12.103830, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:05:05,020 - INFO - [Train] step: 66299, loss_mpn: 0.030379, loss_rec: 0.081300, loss_semantic: 0.925054, loss_idmrf: 8.523602, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:05:37,815 - INFO - [Train] step: 66399, loss_mpn: 0.068804, loss_rec: 0.108949, loss_semantic: 1.055280, loss_idmrf: 12.754475, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:06:10,545 - INFO - [Train] step: 66499, loss_mpn: 0.048980, loss_rec: 0.093675, loss_semantic: 1.042028, loss_idmrf: 12.440891, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:06:43,313 - INFO - [Train] step: 66599, loss_mpn: 0.052409, loss_rec: 0.120984, loss_semantic: 0.971032, loss_idmrf: 12.779743, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:07:16,115 - INFO - [Train] step: 66699, loss_mpn: 0.011321, loss_rec: 0.052269, loss_semantic: 0.673509, loss_idmrf: 4.662566, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:07:48,907 - INFO - [Train] step: 66799, loss_mpn: 0.038083, loss_rec: 0.088553, loss_semantic: 0.872029, loss_idmrf: 7.934211, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:08:21,708 - INFO - [Train] step: 66899, loss_mpn: 0.081564, loss_rec: 0.131813, loss_semantic: 1.308613, loss_idmrf: 17.197533, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:08:54,467 - INFO - [Train] step: 66999, loss_mpn: 0.058582, loss_rec: 0.096725, loss_semantic: 1.201075, loss_idmrf: 11.288789, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:09:35,741 - INFO - [Eval] step: 66999, bce: 0.103535, psnr: 23.136185, ssim: 0.782420, lpips: 0.217506
+2023-03-22 00:10:12,311 - INFO - [Train] step: 67099, loss_mpn: 0.038126, loss_rec: 0.073142, loss_semantic: 0.815269, loss_idmrf: 11.230573, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:10:45,063 - INFO - [Train] step: 67199, loss_mpn: 0.046452, loss_rec: 0.075947, loss_semantic: 0.883716, loss_idmrf: 11.103344, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:11:17,868 - INFO - [Train] step: 67299, loss_mpn: 0.061814, loss_rec: 0.101956, loss_semantic: 1.084261, loss_idmrf: 11.626986, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:11:50,644 - INFO - [Train] step: 67399, loss_mpn: 0.034039, loss_rec: 0.081239, loss_semantic: 0.897761, loss_idmrf: 11.277049, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:12:23,489 - INFO - [Train] step: 67499, loss_mpn: 0.063169, loss_rec: 0.121334, loss_semantic: 1.092522, loss_idmrf: 15.895123, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:12:56,271 - INFO - [Train] step: 67599, loss_mpn: 0.024098, loss_rec: 0.062799, loss_semantic: 0.775086, loss_idmrf: 6.468663, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:13:29,006 - INFO - [Train] step: 67699, loss_mpn: 0.031917, loss_rec: 0.078931, loss_semantic: 0.799941, loss_idmrf: 11.728325, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:14:01,771 - INFO - [Train] step: 67799, loss_mpn: 0.039545, loss_rec: 0.092128, loss_semantic: 1.042800, loss_idmrf: 16.686024, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:14:34,558 - INFO - [Train] step: 67899, loss_mpn: 0.035892, loss_rec: 0.068219, loss_semantic: 0.797632, loss_idmrf: 8.016357, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:15:07,322 - INFO - [Train] step: 67999, loss_mpn: 0.017889, loss_rec: 0.061774, loss_semantic: 0.679328, loss_idmrf: 7.982564, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:15:48,698 - INFO - [Eval] step: 67999, bce: 0.105018, psnr: 23.108595, ssim: 0.782802, lpips: 0.216809
+2023-03-22 00:16:25,272 - INFO - [Train] step: 68099, loss_mpn: 0.042035, loss_rec: 0.078408, loss_semantic: 0.863433, loss_idmrf: 9.371094, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:16:58,065 - INFO - [Train] step: 68199, loss_mpn: 0.023616, loss_rec: 0.083781, loss_semantic: 0.812701, loss_idmrf: 12.109252, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:17:30,917 - INFO - [Train] step: 68299, loss_mpn: 0.063509, loss_rec: 0.117961, loss_semantic: 1.137331, loss_idmrf: 13.566376, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:18:03,689 - INFO - [Train] step: 68399, loss_mpn: 0.032270, loss_rec: 0.070547, loss_semantic: 0.826772, loss_idmrf: 10.008239, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:18:36,463 - INFO - [Train] step: 68499, loss_mpn: 0.023624, loss_rec: 0.068557, loss_semantic: 0.818446, loss_idmrf: 9.730310, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:19:09,244 - INFO - [Train] step: 68599, loss_mpn: 0.050541, loss_rec: 0.077424, loss_semantic: 0.823227, loss_idmrf: 11.819475, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:19:42,066 - INFO - [Train] step: 68699, loss_mpn: 0.032339, loss_rec: 0.061080, loss_semantic: 0.746994, loss_idmrf: 10.601274, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:20:14,888 - INFO - [Train] step: 68799, loss_mpn: 0.027105, loss_rec: 0.065878, loss_semantic: 0.715517, loss_idmrf: 6.852602, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:20:47,692 - INFO - [Train] step: 68899, loss_mpn: 0.035239, loss_rec: 0.090266, loss_semantic: 0.996923, loss_idmrf: 13.496071, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:21:20,497 - INFO - [Train] step: 68999, loss_mpn: 0.039957, loss_rec: 0.110713, loss_semantic: 1.291153, loss_idmrf: 21.946606, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:22:02,436 - INFO - [Eval] step: 68999, bce: 0.102334, psnr: 23.030312, ssim: 0.783618, lpips: 0.216655
+2023-03-22 00:22:39,056 - INFO - [Train] step: 69099, loss_mpn: 0.092768, loss_rec: 0.140971, loss_semantic: 1.379575, loss_idmrf: 12.523596, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:23:11,884 - INFO - [Train] step: 69199, loss_mpn: 0.052816, loss_rec: 0.075379, loss_semantic: 0.853234, loss_idmrf: 11.889637, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:23:44,699 - INFO - [Train] step: 69299, loss_mpn: 0.015640, loss_rec: 0.040543, loss_semantic: 0.545756, loss_idmrf: 7.264119, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:24:17,452 - INFO - [Train] step: 69399, loss_mpn: 0.023144, loss_rec: 0.052370, loss_semantic: 0.699024, loss_idmrf: 7.627842, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:24:50,218 - INFO - [Train] step: 69499, loss_mpn: 0.033532, loss_rec: 0.062500, loss_semantic: 0.787154, loss_idmrf: 6.539321, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:25:22,979 - INFO - [Train] step: 69599, loss_mpn: 0.026549, loss_rec: 0.069739, loss_semantic: 0.733192, loss_idmrf: 8.359335, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:25:55,787 - INFO - [Train] step: 69699, loss_mpn: 0.024309, loss_rec: 0.057193, loss_semantic: 0.681611, loss_idmrf: 13.978335, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:26:28,552 - INFO - [Train] step: 69799, loss_mpn: 0.015483, loss_rec: 0.044479, loss_semantic: 0.651343, loss_idmrf: 5.957692, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:27:01,210 - INFO - [Train] step: 69899, loss_mpn: 0.031704, loss_rec: 0.078664, loss_semantic: 0.895162, loss_idmrf: 10.188651, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:27:33,963 - INFO - [Train] step: 69999, loss_mpn: 0.020619, loss_rec: 0.050852, loss_semantic: 0.613786, loss_idmrf: 8.329758, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:28:16,064 - INFO - [Eval] step: 69999, bce: 0.107251, psnr: 23.107157, ssim: 0.781729, lpips: 0.217294
+2023-03-22 00:28:52,853 - INFO - [Train] step: 70099, loss_mpn: 0.053990, loss_rec: 0.147783, loss_semantic: 1.105078, loss_idmrf: 12.876819, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:29:25,696 - INFO - [Train] step: 70199, loss_mpn: 0.029546, loss_rec: 0.092324, loss_semantic: 0.976755, loss_idmrf: 13.296410, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:29:58,475 - INFO - [Train] step: 70299, loss_mpn: 0.047045, loss_rec: 0.077524, loss_semantic: 0.914664, loss_idmrf: 8.168675, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:30:31,253 - INFO - [Train] step: 70399, loss_mpn: 0.071908, loss_rec: 0.095669, loss_semantic: 0.891797, loss_idmrf: 18.998833, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:31:04,023 - INFO - [Train] step: 70499, loss_mpn: 0.054935, loss_rec: 0.078751, loss_semantic: 0.904261, loss_idmrf: 17.463457, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:31:36,790 - INFO - [Train] step: 70599, loss_mpn: 0.047082, loss_rec: 0.093024, loss_semantic: 1.048040, loss_idmrf: 10.818137, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:32:09,544 - INFO - [Train] step: 70699, loss_mpn: 0.034529, loss_rec: 0.079278, loss_semantic: 0.931738, loss_idmrf: 11.896023, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:32:42,321 - INFO - [Train] step: 70799, loss_mpn: 0.067077, loss_rec: 0.131502, loss_semantic: 1.185535, loss_idmrf: 12.883318, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:33:15,097 - INFO - [Train] step: 70899, loss_mpn: 0.021347, loss_rec: 0.081717, loss_semantic: 1.007756, loss_idmrf: 9.503046, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:33:47,895 - INFO - [Train] step: 70999, loss_mpn: 0.018938, loss_rec: 0.050541, loss_semantic: 0.599600, loss_idmrf: 4.728773, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:34:29,772 - INFO - [Eval] step: 70999, bce: 0.099408, psnr: 22.871881, ssim: 0.782252, lpips: 0.216305
+2023-03-22 00:35:06,535 - INFO - [Train] step: 71099, loss_mpn: 0.061553, loss_rec: 0.125240, loss_semantic: 1.005798, loss_idmrf: 13.236518, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:35:39,320 - INFO - [Train] step: 71199, loss_mpn: 0.043638, loss_rec: 0.089644, loss_semantic: 0.951349, loss_idmrf: 11.375404, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:36:12,138 - INFO - [Train] step: 71299, loss_mpn: 0.023256, loss_rec: 0.062288, loss_semantic: 0.761771, loss_idmrf: 11.718764, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:36:44,929 - INFO - [Train] step: 71399, loss_mpn: 0.098772, loss_rec: 0.071254, loss_semantic: 0.829110, loss_idmrf: 8.583171, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:37:17,750 - INFO - [Train] step: 71499, loss_mpn: 0.048918, loss_rec: 0.064085, loss_semantic: 0.727744, loss_idmrf: 11.534103, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:37:50,540 - INFO - [Train] step: 71599, loss_mpn: 0.042075, loss_rec: 0.093058, loss_semantic: 0.959578, loss_idmrf: 17.297523, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:38:23,275 - INFO - [Train] step: 71699, loss_mpn: 0.041679, loss_rec: 0.062309, loss_semantic: 0.661290, loss_idmrf: 10.225000, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:38:55,992 - INFO - [Train] step: 71799, loss_mpn: 0.043685, loss_rec: 0.065764, loss_semantic: 0.773668, loss_idmrf: 10.386570, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:39:28,748 - INFO - [Train] step: 71899, loss_mpn: 0.028891, loss_rec: 0.079335, loss_semantic: 0.870163, loss_idmrf: 11.063576, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:40:01,542 - INFO - [Train] step: 71999, loss_mpn: 0.071188, loss_rec: 0.106648, loss_semantic: 1.030360, loss_idmrf: 14.499315, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:40:43,246 - INFO - [Eval] step: 71999, bce: 0.094623, psnr: 23.197603, ssim: 0.782576, lpips: 0.215719
+2023-03-22 00:41:19,844 - INFO - [Train] step: 72099, loss_mpn: 0.053041, loss_rec: 0.103524, loss_semantic: 1.001152, loss_idmrf: 11.858520, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:41:52,593 - INFO - [Train] step: 72199, loss_mpn: 0.024226, loss_rec: 0.057706, loss_semantic: 0.726904, loss_idmrf: 10.560053, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:42:25,296 - INFO - [Train] step: 72299, loss_mpn: 0.034976, loss_rec: 0.097055, loss_semantic: 1.049540, loss_idmrf: 15.123619, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:42:58,100 - INFO - [Train] step: 72399, loss_mpn: 0.038447, loss_rec: 0.085964, loss_semantic: 0.928288, loss_idmrf: 10.916124, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:43:30,884 - INFO - [Train] step: 72499, loss_mpn: 0.047907, loss_rec: 0.099683, loss_semantic: 0.895618, loss_idmrf: 14.826990, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:44:03,646 - INFO - [Train] step: 72599, loss_mpn: 0.043756, loss_rec: 0.091082, loss_semantic: 1.105360, loss_idmrf: 15.372643, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:44:36,413 - INFO - [Train] step: 72699, loss_mpn: 0.027325, loss_rec: 0.044569, loss_semantic: 0.533013, loss_idmrf: 6.009550, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:45:09,178 - INFO - [Train] step: 72799, loss_mpn: 0.039197, loss_rec: 0.081520, loss_semantic: 0.820731, loss_idmrf: 13.164160, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:45:41,914 - INFO - [Train] step: 72899, loss_mpn: 0.049367, loss_rec: 0.095380, loss_semantic: 0.966096, loss_idmrf: 11.711802, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:46:14,688 - INFO - [Train] step: 72999, loss_mpn: 0.071709, loss_rec: 0.099410, loss_semantic: 0.958792, loss_idmrf: 9.180690, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:46:57,114 - INFO - [Eval] step: 72999, bce: 0.096598, psnr: 23.203178, ssim: 0.784786, lpips: 0.212794
+2023-03-22 00:47:34,224 - INFO - [Train] step: 73099, loss_mpn: 0.031091, loss_rec: 0.059909, loss_semantic: 0.688332, loss_idmrf: 4.591260, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:48:06,966 - INFO - [Train] step: 73199, loss_mpn: 0.066056, loss_rec: 0.086845, loss_semantic: 0.825144, loss_idmrf: 15.646258, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:48:39,796 - INFO - [Train] step: 73299, loss_mpn: 0.039888, loss_rec: 0.071041, loss_semantic: 0.882777, loss_idmrf: 11.816448, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:49:12,628 - INFO - [Train] step: 73399, loss_mpn: 0.061186, loss_rec: 0.079357, loss_semantic: 0.934287, loss_idmrf: 15.306525, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:49:45,409 - INFO - [Train] step: 73499, loss_mpn: 0.060040, loss_rec: 0.109441, loss_semantic: 0.947027, loss_idmrf: 11.751583, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:50:18,194 - INFO - [Train] step: 73599, loss_mpn: 0.036122, loss_rec: 0.094639, loss_semantic: 1.088489, loss_idmrf: 9.800137, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:50:51,007 - INFO - [Train] step: 73699, loss_mpn: 0.031902, loss_rec: 0.105828, loss_semantic: 1.215855, loss_idmrf: 9.984560, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:51:23,752 - INFO - [Train] step: 73799, loss_mpn: 0.060535, loss_rec: 0.075901, loss_semantic: 0.890456, loss_idmrf: 10.601862, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:51:56,491 - INFO - [Train] step: 73899, loss_mpn: 0.020834, loss_rec: 0.053301, loss_semantic: 0.585722, loss_idmrf: 7.877062, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:52:29,245 - INFO - [Train] step: 73999, loss_mpn: 0.026607, loss_rec: 0.114127, loss_semantic: 1.228377, loss_idmrf: 10.157339, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:53:12,953 - INFO - [Eval] step: 73999, bce: 0.094736, psnr: 22.948750, ssim: 0.783570, lpips: 0.215625
+2023-03-22 00:53:49,985 - INFO - [Train] step: 74099, loss_mpn: 0.022279, loss_rec: 0.063252, loss_semantic: 0.780581, loss_idmrf: 8.157199, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:54:22,681 - INFO - [Train] step: 74199, loss_mpn: 0.034824, loss_rec: 0.083704, loss_semantic: 0.868258, loss_idmrf: 12.802402, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:54:55,459 - INFO - [Train] step: 74299, loss_mpn: 0.042200, loss_rec: 0.059111, loss_semantic: 0.796162, loss_idmrf: 8.458929, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:55:28,259 - INFO - [Train] step: 74399, loss_mpn: 0.031073, loss_rec: 0.071587, loss_semantic: 0.766300, loss_idmrf: 9.754156, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:56:01,035 - INFO - [Train] step: 74499, loss_mpn: 0.033953, loss_rec: 0.087611, loss_semantic: 1.029417, loss_idmrf: 11.668925, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:56:33,749 - INFO - [Train] step: 74599, loss_mpn: 0.054533, loss_rec: 0.081338, loss_semantic: 0.767411, loss_idmrf: 12.169832, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:57:06,476 - INFO - [Train] step: 74699, loss_mpn: 0.052125, loss_rec: 0.098941, loss_semantic: 1.195263, loss_idmrf: 13.697311, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:57:39,240 - INFO - [Train] step: 74799, loss_mpn: 0.013203, loss_rec: 0.051937, loss_semantic: 0.621624, loss_idmrf: 6.098580, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:58:12,008 - INFO - [Train] step: 74899, loss_mpn: 0.051800, loss_rec: 0.067994, loss_semantic: 0.840029, loss_idmrf: 12.172261, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:58:44,774 - INFO - [Train] step: 74999, loss_mpn: 0.052930, loss_rec: 0.098653, loss_semantic: 0.993450, loss_idmrf: 11.799621, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:59:27,892 - INFO - [Eval] step: 74999, bce: 0.099843, psnr: 23.224421, ssim: 0.785551, lpips: 0.214155
+2023-03-22 01:00:04,837 - INFO - [Train] step: 75099, loss_mpn: 0.025838, loss_rec: 0.067111, loss_semantic: 0.767954, loss_idmrf: 8.912943, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:00:37,560 - INFO - [Train] step: 75199, loss_mpn: 0.059568, loss_rec: 0.081514, loss_semantic: 0.880966, loss_idmrf: 12.958784, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:01:10,236 - INFO - [Train] step: 75299, loss_mpn: 0.030981, loss_rec: 0.089734, loss_semantic: 0.998798, loss_idmrf: 9.600142, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:01:42,995 - INFO - [Train] step: 75399, loss_mpn: 0.027949, loss_rec: 0.072259, loss_semantic: 0.717768, loss_idmrf: 8.007700, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:02:15,698 - INFO - [Train] step: 75499, loss_mpn: 0.026637, loss_rec: 0.061285, loss_semantic: 0.728137, loss_idmrf: 12.200460, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:02:48,434 - INFO - [Train] step: 75599, loss_mpn: 0.022985, loss_rec: 0.071995, loss_semantic: 0.776670, loss_idmrf: 9.916256, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:03:21,213 - INFO - [Train] step: 75699, loss_mpn: 0.016812, loss_rec: 0.068542, loss_semantic: 0.764842, loss_idmrf: 11.020648, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:03:53,989 - INFO - [Train] step: 75799, loss_mpn: 0.048495, loss_rec: 0.098327, loss_semantic: 0.933186, loss_idmrf: 9.459867, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:04:26,705 - INFO - [Train] step: 75899, loss_mpn: 0.036847, loss_rec: 0.086148, loss_semantic: 0.756305, loss_idmrf: 17.103649, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:04:59,426 - INFO - [Train] step: 75999, loss_mpn: 0.038947, loss_rec: 0.062100, loss_semantic: 0.650625, loss_idmrf: 5.987922, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:05:42,996 - INFO - [Eval] step: 75999, bce: 0.104380, psnr: 23.101597, ssim: 0.783656, lpips: 0.215126
+2023-03-22 01:06:19,939 - INFO - [Train] step: 76099, loss_mpn: 0.041788, loss_rec: 0.106743, loss_semantic: 0.987170, loss_idmrf: 13.947958, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:06:52,606 - INFO - [Train] step: 76199, loss_mpn: 0.026586, loss_rec: 0.100046, loss_semantic: 1.033260, loss_idmrf: 8.322544, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:07:25,334 - INFO - [Train] step: 76299, loss_mpn: 0.045657, loss_rec: 0.089471, loss_semantic: 0.903991, loss_idmrf: 11.348070, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:07:58,112 - INFO - [Train] step: 76399, loss_mpn: 0.027993, loss_rec: 0.062892, loss_semantic: 0.837758, loss_idmrf: 8.038007, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:08:30,887 - INFO - [Train] step: 76499, loss_mpn: 0.036283, loss_rec: 0.072035, loss_semantic: 0.718249, loss_idmrf: 9.955327, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:09:03,647 - INFO - [Train] step: 76599, loss_mpn: 0.074455, loss_rec: 0.115321, loss_semantic: 1.014166, loss_idmrf: 15.476593, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:09:36,406 - INFO - [Train] step: 76699, loss_mpn: 0.024464, loss_rec: 0.063150, loss_semantic: 0.753986, loss_idmrf: 8.155849, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:10:09,165 - INFO - [Train] step: 76799, loss_mpn: 0.027435, loss_rec: 0.073590, loss_semantic: 0.733210, loss_idmrf: 9.122591, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:10:41,825 - INFO - [Train] step: 76899, loss_mpn: 0.057224, loss_rec: 0.088174, loss_semantic: 0.946299, loss_idmrf: 15.923646, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:11:14,538 - INFO - [Train] step: 76999, loss_mpn: 0.035563, loss_rec: 0.083736, loss_semantic: 0.802608, loss_idmrf: 14.341706, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:11:58,195 - INFO - [Eval] step: 76999, bce: 0.094047, psnr: 23.315208, ssim: 0.787715, lpips: 0.212219
+2023-03-22 01:12:34,959 - INFO - [Train] step: 77099, loss_mpn: 0.044025, loss_rec: 0.067769, loss_semantic: 0.895322, loss_idmrf: 8.176897, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:13:07,647 - INFO - [Train] step: 77199, loss_mpn: 0.045920, loss_rec: 0.067647, loss_semantic: 0.740709, loss_idmrf: 9.570683, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:13:40,374 - INFO - [Train] step: 77299, loss_mpn: 0.022255, loss_rec: 0.069421, loss_semantic: 0.755038, loss_idmrf: 8.361374, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:14:13,167 - INFO - [Train] step: 77399, loss_mpn: 0.020369, loss_rec: 0.060318, loss_semantic: 0.778965, loss_idmrf: 12.778724, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:14:45,968 - INFO - [Train] step: 77499, loss_mpn: 0.039101, loss_rec: 0.061438, loss_semantic: 0.774564, loss_idmrf: 11.278976, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:15:18,754 - INFO - [Train] step: 77599, loss_mpn: 0.041514, loss_rec: 0.087501, loss_semantic: 1.013587, loss_idmrf: 14.534588, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:15:51,518 - INFO - [Train] step: 77699, loss_mpn: 0.024813, loss_rec: 0.050217, loss_semantic: 0.656671, loss_idmrf: 9.127016, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:16:24,287 - INFO - [Train] step: 77799, loss_mpn: 0.054817, loss_rec: 0.110828, loss_semantic: 1.185341, loss_idmrf: 14.631642, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:16:57,037 - INFO - [Train] step: 77899, loss_mpn: 0.019879, loss_rec: 0.080940, loss_semantic: 0.976044, loss_idmrf: 11.262985, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:17:29,821 - INFO - [Train] step: 77999, loss_mpn: 0.053079, loss_rec: 0.085896, loss_semantic: 1.001821, loss_idmrf: 12.413560, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:18:13,446 - INFO - [Eval] step: 77999, bce: 0.091776, psnr: 23.274206, ssim: 0.786825, lpips: 0.213889
+2023-03-22 01:18:49,941 - INFO - [Train] step: 78099, loss_mpn: 0.017032, loss_rec: 0.064820, loss_semantic: 0.748204, loss_idmrf: 6.400944, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:19:22,676 - INFO - [Train] step: 78199, loss_mpn: 0.010524, loss_rec: 0.048161, loss_semantic: 0.677372, loss_idmrf: 6.323538, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:19:55,436 - INFO - [Train] step: 78299, loss_mpn: 0.053754, loss_rec: 0.089026, loss_semantic: 1.026323, loss_idmrf: 16.308874, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:20:28,207 - INFO - [Train] step: 78399, loss_mpn: 0.051046, loss_rec: 0.056878, loss_semantic: 0.702463, loss_idmrf: 9.515732, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:21:00,994 - INFO - [Train] step: 78499, loss_mpn: 0.016282, loss_rec: 0.061776, loss_semantic: 0.728262, loss_idmrf: 6.815797, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:21:33,824 - INFO - [Train] step: 78599, loss_mpn: 0.049123, loss_rec: 0.099318, loss_semantic: 0.973467, loss_idmrf: 15.105117, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:22:06,630 - INFO - [Train] step: 78699, loss_mpn: 0.048410, loss_rec: 0.087192, loss_semantic: 0.928946, loss_idmrf: 10.253304, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:22:39,398 - INFO - [Train] step: 78799, loss_mpn: 0.026220, loss_rec: 0.082896, loss_semantic: 0.965840, loss_idmrf: 9.580277, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:23:12,162 - INFO - [Train] step: 78899, loss_mpn: 0.100296, loss_rec: 0.085905, loss_semantic: 0.819517, loss_idmrf: 9.687379, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:23:44,962 - INFO - [Train] step: 78999, loss_mpn: 0.040023, loss_rec: 0.090092, loss_semantic: 0.938466, loss_idmrf: 10.835087, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:24:28,048 - INFO - [Eval] step: 78999, bce: 0.088230, psnr: 23.272755, ssim: 0.785214, lpips: 0.215154
+2023-03-22 01:25:04,676 - INFO - [Train] step: 79099, loss_mpn: 0.034758, loss_rec: 0.071359, loss_semantic: 0.848617, loss_idmrf: 9.972986, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:25:37,379 - INFO - [Train] step: 79199, loss_mpn: 0.018630, loss_rec: 0.049972, loss_semantic: 0.637746, loss_idmrf: 9.432655, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:26:10,056 - INFO - [Train] step: 79299, loss_mpn: 0.047653, loss_rec: 0.093186, loss_semantic: 0.898856, loss_idmrf: 13.277952, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:26:42,778 - INFO - [Train] step: 79399, loss_mpn: 0.034084, loss_rec: 0.064225, loss_semantic: 0.852701, loss_idmrf: 9.281084, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:27:15,461 - INFO - [Train] step: 79499, loss_mpn: 0.053087, loss_rec: 0.110402, loss_semantic: 1.268045, loss_idmrf: 12.237297, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:27:48,165 - INFO - [Train] step: 79599, loss_mpn: 0.029348, loss_rec: 0.059049, loss_semantic: 0.554356, loss_idmrf: 9.079290, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:28:20,906 - INFO - [Train] step: 79699, loss_mpn: 0.019098, loss_rec: 0.080727, loss_semantic: 0.908502, loss_idmrf: 10.699697, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:28:53,692 - INFO - [Train] step: 79799, loss_mpn: 0.025944, loss_rec: 0.061139, loss_semantic: 0.794747, loss_idmrf: 7.702767, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:29:26,484 - INFO - [Train] step: 79899, loss_mpn: 0.036768, loss_rec: 0.079874, loss_semantic: 0.970366, loss_idmrf: 9.647999, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:29:59,327 - INFO - [Train] step: 79999, loss_mpn: 0.034376, loss_rec: 0.059485, loss_semantic: 0.755231, loss_idmrf: 8.762697, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:30:41,843 - INFO - [Eval] step: 79999, bce: 0.095539, psnr: 23.252752, ssim: 0.787341, lpips: 0.213364
+2023-03-22 01:31:18,796 - INFO - [Train] step: 80099, loss_mpn: 0.077809, loss_rec: 0.101486, loss_semantic: 1.083561, loss_idmrf: 16.170483, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:31:51,454 - INFO - [Train] step: 80199, loss_mpn: 0.034229, loss_rec: 0.066934, loss_semantic: 0.758909, loss_idmrf: 10.863792, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:32:24,244 - INFO - [Train] step: 80299, loss_mpn: 0.037711, loss_rec: 0.094317, loss_semantic: 0.868407, loss_idmrf: 9.300714, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:32:56,985 - INFO - [Train] step: 80399, loss_mpn: 0.050776, loss_rec: 0.081156, loss_semantic: 0.833131, loss_idmrf: 19.020329, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:33:29,757 - INFO - [Train] step: 80499, loss_mpn: 0.045317, loss_rec: 0.110355, loss_semantic: 1.030686, loss_idmrf: 12.257702, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:34:02,540 - INFO - [Train] step: 80599, loss_mpn: 0.046353, loss_rec: 0.095076, loss_semantic: 1.022921, loss_idmrf: 12.179444, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:34:35,305 - INFO - [Train] step: 80699, loss_mpn: 0.045432, loss_rec: 0.096442, loss_semantic: 0.950505, loss_idmrf: 12.932049, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:35:08,069 - INFO - [Train] step: 80799, loss_mpn: 0.025966, loss_rec: 0.075874, loss_semantic: 0.835544, loss_idmrf: 9.159351, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:35:40,775 - INFO - [Train] step: 80899, loss_mpn: 0.040439, loss_rec: 0.085926, loss_semantic: 0.969407, loss_idmrf: 11.378764, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:36:13,605 - INFO - [Train] step: 80999, loss_mpn: 0.071305, loss_rec: 0.075915, loss_semantic: 0.863188, loss_idmrf: 9.628298, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:36:55,551 - INFO - [Eval] step: 80999, bce: 0.093498, psnr: 23.328346, ssim: 0.789048, lpips: 0.209885
+2023-03-22 01:37:32,349 - INFO - [Train] step: 81099, loss_mpn: 0.047435, loss_rec: 0.099473, loss_semantic: 1.034238, loss_idmrf: 13.048676, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:38:04,980 - INFO - [Train] step: 81199, loss_mpn: 0.028812, loss_rec: 0.048213, loss_semantic: 0.591624, loss_idmrf: 15.330221, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:38:37,761 - INFO - [Train] step: 81299, loss_mpn: 0.019876, loss_rec: 0.057016, loss_semantic: 0.692490, loss_idmrf: 5.598075, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:39:10,574 - INFO - [Train] step: 81399, loss_mpn: 0.020106, loss_rec: 0.047733, loss_semantic: 0.571933, loss_idmrf: 6.185752, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:39:43,356 - INFO - [Train] step: 81499, loss_mpn: 0.026822, loss_rec: 0.074453, loss_semantic: 0.915223, loss_idmrf: 8.325362, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:40:16,145 - INFO - [Train] step: 81599, loss_mpn: 0.033753, loss_rec: 0.061287, loss_semantic: 0.765634, loss_idmrf: 10.421970, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:40:48,874 - INFO - [Train] step: 81699, loss_mpn: 0.034827, loss_rec: 0.090952, loss_semantic: 0.921289, loss_idmrf: 10.806209, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:41:21,655 - INFO - [Train] step: 81799, loss_mpn: 0.057363, loss_rec: 0.053340, loss_semantic: 0.598770, loss_idmrf: 8.193079, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:41:54,443 - INFO - [Train] step: 81899, loss_mpn: 0.051090, loss_rec: 0.096922, loss_semantic: 0.888346, loss_idmrf: 12.213835, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:42:27,208 - INFO - [Train] step: 81999, loss_mpn: 0.026958, loss_rec: 0.080022, loss_semantic: 0.877105, loss_idmrf: 8.634135, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:43:08,618 - INFO - [Eval] step: 81999, bce: 0.098064, psnr: 23.377352, ssim: 0.788280, lpips: 0.211206
+2023-03-22 01:43:45,351 - INFO - [Train] step: 82099, loss_mpn: 0.053546, loss_rec: 0.084782, loss_semantic: 0.954609, loss_idmrf: 10.806007, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:44:18,022 - INFO - [Train] step: 82199, loss_mpn: 0.056363, loss_rec: 0.102412, loss_semantic: 0.992551, loss_idmrf: 14.613911, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:44:50,829 - INFO - [Train] step: 82299, loss_mpn: 0.050315, loss_rec: 0.095740, loss_semantic: 0.922255, loss_idmrf: 13.353304, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:45:23,611 - INFO - [Train] step: 82399, loss_mpn: 0.050789, loss_rec: 0.100601, loss_semantic: 1.013031, loss_idmrf: 12.365264, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:45:56,380 - INFO - [Train] step: 82499, loss_mpn: 0.042123, loss_rec: 0.092603, loss_semantic: 1.055626, loss_idmrf: 10.153694, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:46:29,111 - INFO - [Train] step: 82599, loss_mpn: 0.048119, loss_rec: 0.055520, loss_semantic: 0.636415, loss_idmrf: 11.939899, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:47:01,867 - INFO - [Train] step: 82699, loss_mpn: 0.022546, loss_rec: 0.072631, loss_semantic: 0.753323, loss_idmrf: 10.758116, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:47:34,579 - INFO - [Train] step: 82799, loss_mpn: 0.020740, loss_rec: 0.044293, loss_semantic: 0.603442, loss_idmrf: 7.613435, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:48:07,319 - INFO - [Train] step: 82899, loss_mpn: 0.037439, loss_rec: 0.089869, loss_semantic: 0.846950, loss_idmrf: 12.099006, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:48:40,197 - INFO - [Train] step: 82999, loss_mpn: 0.024097, loss_rec: 0.082312, loss_semantic: 0.903371, loss_idmrf: 10.700312, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:49:21,368 - INFO - [Eval] step: 82999, bce: 0.100154, psnr: 23.252680, ssim: 0.788567, lpips: 0.210506
+2023-03-22 01:49:57,916 - INFO - [Train] step: 83099, loss_mpn: 0.040899, loss_rec: 0.064343, loss_semantic: 0.697236, loss_idmrf: 11.096861, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:50:30,673 - INFO - [Train] step: 83199, loss_mpn: 0.031316, loss_rec: 0.068296, loss_semantic: 0.838297, loss_idmrf: 11.692645, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:51:03,380 - INFO - [Train] step: 83299, loss_mpn: 0.060091, loss_rec: 0.079067, loss_semantic: 0.814163, loss_idmrf: 9.136045, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:51:36,164 - INFO - [Train] step: 83399, loss_mpn: 0.062413, loss_rec: 0.066018, loss_semantic: 0.756027, loss_idmrf: 8.970675, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:52:08,895 - INFO - [Train] step: 83499, loss_mpn: 0.029099, loss_rec: 0.083145, loss_semantic: 0.818929, loss_idmrf: 7.448343, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:52:41,687 - INFO - [Train] step: 83599, loss_mpn: 0.011760, loss_rec: 0.052345, loss_semantic: 0.666043, loss_idmrf: 4.031746, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:53:14,398 - INFO - [Train] step: 83699, loss_mpn: 0.029349, loss_rec: 0.066774, loss_semantic: 0.748925, loss_idmrf: 7.201317, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:53:47,168 - INFO - [Train] step: 83799, loss_mpn: 0.031453, loss_rec: 0.073635, loss_semantic: 0.866524, loss_idmrf: 8.412239, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:54:19,942 - INFO - [Train] step: 83899, loss_mpn: 0.028327, loss_rec: 0.086250, loss_semantic: 0.805733, loss_idmrf: 11.439513, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:54:52,702 - INFO - [Train] step: 83999, loss_mpn: 0.039310, loss_rec: 0.090430, loss_semantic: 0.813475, loss_idmrf: 11.798930, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:55:33,919 - INFO - [Eval] step: 83999, bce: 0.086444, psnr: 23.360853, ssim: 0.789453, lpips: 0.213070
+2023-03-22 01:56:10,406 - INFO - [Train] step: 84099, loss_mpn: 0.043142, loss_rec: 0.079472, loss_semantic: 0.751561, loss_idmrf: 6.223931, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:56:43,052 - INFO - [Train] step: 84199, loss_mpn: 0.024843, loss_rec: 0.068541, loss_semantic: 0.898230, loss_idmrf: 11.423356, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:57:15,815 - INFO - [Train] step: 84299, loss_mpn: 0.058603, loss_rec: 0.103186, loss_semantic: 1.023347, loss_idmrf: 17.549580, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:57:48,621 - INFO - [Train] step: 84399, loss_mpn: 0.033900, loss_rec: 0.089386, loss_semantic: 0.947600, loss_idmrf: 11.262303, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:58:21,433 - INFO - [Train] step: 84499, loss_mpn: 0.046780, loss_rec: 0.079657, loss_semantic: 0.991095, loss_idmrf: 8.068350, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:58:54,202 - INFO - [Train] step: 84599, loss_mpn: 0.029469, loss_rec: 0.059500, loss_semantic: 0.764328, loss_idmrf: 11.225431, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:59:26,953 - INFO - [Train] step: 84699, loss_mpn: 0.040446, loss_rec: 0.103522, loss_semantic: 1.178423, loss_idmrf: 15.528017, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:59:59,688 - INFO - [Train] step: 84799, loss_mpn: 0.052741, loss_rec: 0.091563, loss_semantic: 0.966009, loss_idmrf: 11.454803, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:00:32,455 - INFO - [Train] step: 84899, loss_mpn: 0.057407, loss_rec: 0.094694, loss_semantic: 0.863184, loss_idmrf: 15.790341, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:01:05,173 - INFO - [Train] step: 84999, loss_mpn: 0.038844, loss_rec: 0.081655, loss_semantic: 0.900248, loss_idmrf: 9.467781, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:01:46,458 - INFO - [Eval] step: 84999, bce: 0.092808, psnr: 23.417437, ssim: 0.789717, lpips: 0.212076
+2023-03-22 02:02:23,094 - INFO - [Train] step: 85099, loss_mpn: 0.050788, loss_rec: 0.108223, loss_semantic: 1.024474, loss_idmrf: 12.104263, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:02:55,877 - INFO - [Train] step: 85199, loss_mpn: 0.043149, loss_rec: 0.092793, loss_semantic: 0.861507, loss_idmrf: 12.172473, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:03:28,681 - INFO - [Train] step: 85299, loss_mpn: 0.032074, loss_rec: 0.091098, loss_semantic: 0.928489, loss_idmrf: 9.734062, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:04:01,494 - INFO - [Train] step: 85399, loss_mpn: 0.050131, loss_rec: 0.111667, loss_semantic: 1.138169, loss_idmrf: 13.504389, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:04:34,275 - INFO - [Train] step: 85499, loss_mpn: 0.045435, loss_rec: 0.056800, loss_semantic: 0.828713, loss_idmrf: 11.627369, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:05:07,055 - INFO - [Train] step: 85599, loss_mpn: 0.019953, loss_rec: 0.064101, loss_semantic: 0.803713, loss_idmrf: 7.300523, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:05:39,865 - INFO - [Train] step: 85699, loss_mpn: 0.049171, loss_rec: 0.091139, loss_semantic: 1.033383, loss_idmrf: 11.783714, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:06:12,695 - INFO - [Train] step: 85799, loss_mpn: 0.031328, loss_rec: 0.072965, loss_semantic: 0.774773, loss_idmrf: 8.437623, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:06:45,565 - INFO - [Train] step: 85899, loss_mpn: 0.071518, loss_rec: 0.120914, loss_semantic: 1.214639, loss_idmrf: 19.944418, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:07:18,325 - INFO - [Train] step: 85999, loss_mpn: 0.037365, loss_rec: 0.082488, loss_semantic: 0.859443, loss_idmrf: 10.475878, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:07:59,260 - INFO - [Eval] step: 85999, bce: 0.093080, psnr: 23.437836, ssim: 0.790364, lpips: 0.211058
+2023-03-22 02:08:35,778 - INFO - [Train] step: 86099, loss_mpn: 0.013302, loss_rec: 0.038169, loss_semantic: 0.522728, loss_idmrf: 4.324347, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:09:08,429 - INFO - [Train] step: 86199, loss_mpn: 0.014129, loss_rec: 0.057170, loss_semantic: 0.700432, loss_idmrf: 4.722360, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:09:41,259 - INFO - [Train] step: 86299, loss_mpn: 0.022812, loss_rec: 0.093578, loss_semantic: 0.847337, loss_idmrf: 5.514685, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:10:14,014 - INFO - [Train] step: 86399, loss_mpn: 0.026725, loss_rec: 0.088285, loss_semantic: 0.966360, loss_idmrf: 10.092937, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:10:46,784 - INFO - [Train] step: 86499, loss_mpn: 0.023044, loss_rec: 0.082855, loss_semantic: 0.811357, loss_idmrf: 8.828215, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:11:19,563 - INFO - [Train] step: 86599, loss_mpn: 0.045714, loss_rec: 0.061707, loss_semantic: 0.687665, loss_idmrf: 6.063895, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:11:52,333 - INFO - [Train] step: 86699, loss_mpn: 0.031773, loss_rec: 0.081961, loss_semantic: 0.941004, loss_idmrf: 10.052356, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:12:25,123 - INFO - [Train] step: 86799, loss_mpn: 0.042941, loss_rec: 0.095806, loss_semantic: 0.952901, loss_idmrf: 12.721828, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:12:57,906 - INFO - [Train] step: 86899, loss_mpn: 0.036325, loss_rec: 0.086927, loss_semantic: 0.814327, loss_idmrf: 8.290422, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:13:30,714 - INFO - [Train] step: 86999, loss_mpn: 0.045689, loss_rec: 0.055442, loss_semantic: 0.670212, loss_idmrf: 7.713211, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:14:11,610 - INFO - [Eval] step: 86999, bce: 0.091516, psnr: 23.412977, ssim: 0.785153, lpips: 0.212197
+2023-03-22 02:14:48,043 - INFO - [Train] step: 87099, loss_mpn: 0.046171, loss_rec: 0.116379, loss_semantic: 1.125101, loss_idmrf: 11.076524, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:15:20,793 - INFO - [Train] step: 87199, loss_mpn: 0.023617, loss_rec: 0.052320, loss_semantic: 0.733500, loss_idmrf: 8.541965, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:15:53,587 - INFO - [Train] step: 87299, loss_mpn: 0.020372, loss_rec: 0.068767, loss_semantic: 0.822265, loss_idmrf: 7.734804, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:16:26,303 - INFO - [Train] step: 87399, loss_mpn: 0.016771, loss_rec: 0.067814, loss_semantic: 0.561972, loss_idmrf: 8.805116, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:16:59,056 - INFO - [Train] step: 87499, loss_mpn: 0.016238, loss_rec: 0.056859, loss_semantic: 0.740067, loss_idmrf: 7.511979, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:17:31,819 - INFO - [Train] step: 87599, loss_mpn: 0.052500, loss_rec: 0.098967, loss_semantic: 1.055746, loss_idmrf: 15.774549, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:18:04,521 - INFO - [Train] step: 87699, loss_mpn: 0.055877, loss_rec: 0.116954, loss_semantic: 1.187516, loss_idmrf: 18.213940, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:18:37,344 - INFO - [Train] step: 87799, loss_mpn: 0.048960, loss_rec: 0.087935, loss_semantic: 0.940247, loss_idmrf: 11.699081, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:19:10,156 - INFO - [Train] step: 87899, loss_mpn: 0.029625, loss_rec: 0.080893, loss_semantic: 0.888819, loss_idmrf: 10.077282, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:19:42,896 - INFO - [Train] step: 87999, loss_mpn: 0.028050, loss_rec: 0.081851, loss_semantic: 0.923220, loss_idmrf: 13.369360, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:20:24,511 - INFO - [Eval] step: 87999, bce: 0.089896, psnr: 23.445183, ssim: 0.792340, lpips: 0.210257
+2023-03-22 02:21:01,230 - INFO - [Train] step: 88099, loss_mpn: 0.036123, loss_rec: 0.073453, loss_semantic: 0.791143, loss_idmrf: 9.948537, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:21:34,000 - INFO - [Train] step: 88199, loss_mpn: 0.042387, loss_rec: 0.076308, loss_semantic: 0.941083, loss_idmrf: 11.459112, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:22:06,818 - INFO - [Train] step: 88299, loss_mpn: 0.034197, loss_rec: 0.088851, loss_semantic: 0.966862, loss_idmrf: 11.706270, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:22:39,613 - INFO - [Train] step: 88399, loss_mpn: 0.030873, loss_rec: 0.062195, loss_semantic: 0.682757, loss_idmrf: 8.385586, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:23:12,382 - INFO - [Train] step: 88499, loss_mpn: 0.050735, loss_rec: 0.095577, loss_semantic: 0.954997, loss_idmrf: 15.935119, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:23:45,185 - INFO - [Train] step: 88599, loss_mpn: 0.030263, loss_rec: 0.075285, loss_semantic: 0.955668, loss_idmrf: 11.824849, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:24:17,937 - INFO - [Train] step: 88699, loss_mpn: 0.025891, loss_rec: 0.058004, loss_semantic: 0.677492, loss_idmrf: 4.455017, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:24:50,746 - INFO - [Train] step: 88799, loss_mpn: 0.044997, loss_rec: 0.100059, loss_semantic: 1.018071, loss_idmrf: 16.125593, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:25:23,598 - INFO - [Train] step: 88899, loss_mpn: 0.027270, loss_rec: 0.069297, loss_semantic: 0.835614, loss_idmrf: 9.191454, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:25:56,384 - INFO - [Train] step: 88999, loss_mpn: 0.024969, loss_rec: 0.070518, loss_semantic: 0.770766, loss_idmrf: 9.334374, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:26:38,076 - INFO - [Eval] step: 88999, bce: 0.086637, psnr: 23.405016, ssim: 0.791213, lpips: 0.210398
+2023-03-22 02:27:14,617 - INFO - [Train] step: 89099, loss_mpn: 0.054705, loss_rec: 0.093565, loss_semantic: 0.994899, loss_idmrf: 15.460125, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:27:47,336 - INFO - [Train] step: 89199, loss_mpn: 0.028469, loss_rec: 0.068067, loss_semantic: 0.895624, loss_idmrf: 10.618262, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:28:20,097 - INFO - [Train] step: 89299, loss_mpn: 0.023468, loss_rec: 0.083948, loss_semantic: 0.938588, loss_idmrf: 10.015490, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:28:52,904 - INFO - [Train] step: 89399, loss_mpn: 0.022167, loss_rec: 0.051777, loss_semantic: 0.592716, loss_idmrf: 4.664388, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:29:25,741 - INFO - [Train] step: 89499, loss_mpn: 0.027028, loss_rec: 0.090643, loss_semantic: 0.965887, loss_idmrf: 11.613714, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:29:58,545 - INFO - [Train] step: 89599, loss_mpn: 0.051941, loss_rec: 0.099633, loss_semantic: 0.975937, loss_idmrf: 12.213993, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:30:31,350 - INFO - [Train] step: 89699, loss_mpn: 0.035286, loss_rec: 0.117686, loss_semantic: 1.199351, loss_idmrf: 9.768891, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:31:04,188 - INFO - [Train] step: 89799, loss_mpn: 0.028544, loss_rec: 0.078479, loss_semantic: 0.835179, loss_idmrf: 12.259614, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:31:37,020 - INFO - [Train] step: 89899, loss_mpn: 0.027622, loss_rec: 0.062817, loss_semantic: 0.711160, loss_idmrf: 7.992863, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:32:09,827 - INFO - [Train] step: 89999, loss_mpn: 0.010257, loss_rec: 0.044316, loss_semantic: 0.569353, loss_idmrf: 4.464853, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:32:50,919 - INFO - [Eval] step: 89999, bce: 0.090734, psnr: 23.502428, ssim: 0.792552, lpips: 0.208613
+2023-03-22 02:33:27,541 - INFO - [Train] step: 90099, loss_mpn: 0.056767, loss_rec: 0.098554, loss_semantic: 0.928259, loss_idmrf: 12.196828, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:34:00,275 - INFO - [Train] step: 90199, loss_mpn: 0.016590, loss_rec: 0.066740, loss_semantic: 0.792788, loss_idmrf: 5.672208, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:34:33,111 - INFO - [Train] step: 90299, loss_mpn: 0.065038, loss_rec: 0.061939, loss_semantic: 0.710391, loss_idmrf: 9.409745, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:35:06,003 - INFO - [Train] step: 90399, loss_mpn: 0.027068, loss_rec: 0.060148, loss_semantic: 0.705414, loss_idmrf: 6.764608, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:35:38,791 - INFO - [Train] step: 90499, loss_mpn: 0.031296, loss_rec: 0.084680, loss_semantic: 0.896891, loss_idmrf: 11.298184, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:36:11,630 - INFO - [Train] step: 90599, loss_mpn: 0.067784, loss_rec: 0.081695, loss_semantic: 0.810061, loss_idmrf: 14.453137, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:36:44,463 - INFO - [Train] step: 90699, loss_mpn: 0.034556, loss_rec: 0.051392, loss_semantic: 0.546545, loss_idmrf: 12.873683, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:37:17,259 - INFO - [Train] step: 90799, loss_mpn: 0.048392, loss_rec: 0.080761, loss_semantic: 0.779377, loss_idmrf: 9.495259, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:37:50,071 - INFO - [Train] step: 90899, loss_mpn: 0.032401, loss_rec: 0.063067, loss_semantic: 0.732192, loss_idmrf: 10.550026, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:38:22,875 - INFO - [Train] step: 90999, loss_mpn: 0.045336, loss_rec: 0.088126, loss_semantic: 0.871256, loss_idmrf: 8.179590, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:39:04,628 - INFO - [Eval] step: 90999, bce: 0.083928, psnr: 23.435240, ssim: 0.790535, lpips: 0.210943
+2023-03-22 02:39:41,009 - INFO - [Train] step: 91099, loss_mpn: 0.032850, loss_rec: 0.061027, loss_semantic: 0.764031, loss_idmrf: 8.975967, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:40:13,676 - INFO - [Train] step: 91199, loss_mpn: 0.043720, loss_rec: 0.065330, loss_semantic: 0.794623, loss_idmrf: 12.152412, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:40:46,438 - INFO - [Train] step: 91299, loss_mpn: 0.073250, loss_rec: 0.062669, loss_semantic: 0.708254, loss_idmrf: 9.305698, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:41:19,207 - INFO - [Train] step: 91399, loss_mpn: 0.021712, loss_rec: 0.063053, loss_semantic: 0.719073, loss_idmrf: 6.657563, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:41:51,888 - INFO - [Train] step: 91499, loss_mpn: 0.074537, loss_rec: 0.111668, loss_semantic: 1.188352, loss_idmrf: 12.826345, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:42:24,665 - INFO - [Train] step: 91599, loss_mpn: 0.048680, loss_rec: 0.088356, loss_semantic: 0.863447, loss_idmrf: 10.358679, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:42:57,491 - INFO - [Train] step: 91699, loss_mpn: 0.016383, loss_rec: 0.060386, loss_semantic: 0.760168, loss_idmrf: 7.107189, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:43:30,284 - INFO - [Train] step: 91799, loss_mpn: 0.049647, loss_rec: 0.081438, loss_semantic: 0.866260, loss_idmrf: 10.379681, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:44:03,019 - INFO - [Train] step: 91899, loss_mpn: 0.031421, loss_rec: 0.066412, loss_semantic: 0.786818, loss_idmrf: 9.114674, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:44:35,746 - INFO - [Train] step: 91999, loss_mpn: 0.025891, loss_rec: 0.080857, loss_semantic: 0.909122, loss_idmrf: 13.933481, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:45:17,459 - INFO - [Eval] step: 91999, bce: 0.081098, psnr: 23.510780, ssim: 0.788637, lpips: 0.208694
+2023-03-22 02:45:53,941 - INFO - [Train] step: 92099, loss_mpn: 0.044245, loss_rec: 0.093952, loss_semantic: 0.875173, loss_idmrf: 8.706235, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:46:26,689 - INFO - [Train] step: 92199, loss_mpn: 0.027073, loss_rec: 0.079862, loss_semantic: 0.886766, loss_idmrf: 9.866282, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:46:59,349 - INFO - [Train] step: 92299, loss_mpn: 0.028530, loss_rec: 0.093679, loss_semantic: 0.934540, loss_idmrf: 8.256760, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:47:32,145 - INFO - [Train] step: 92399, loss_mpn: 0.026863, loss_rec: 0.069607, loss_semantic: 0.808046, loss_idmrf: 8.500933, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:48:04,952 - INFO - [Train] step: 92499, loss_mpn: 0.041555, loss_rec: 0.093558, loss_semantic: 0.852008, loss_idmrf: 9.171711, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:48:37,736 - INFO - [Train] step: 92599, loss_mpn: 0.033855, loss_rec: 0.073827, loss_semantic: 0.830452, loss_idmrf: 11.486456, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:49:10,469 - INFO - [Train] step: 92699, loss_mpn: 0.044484, loss_rec: 0.085603, loss_semantic: 0.881866, loss_idmrf: 11.418758, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:49:43,218 - INFO - [Train] step: 92799, loss_mpn: 0.037023, loss_rec: 0.059263, loss_semantic: 0.802900, loss_idmrf: 7.810320, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:50:15,944 - INFO - [Train] step: 92899, loss_mpn: 0.034683, loss_rec: 0.109892, loss_semantic: 1.080756, loss_idmrf: 18.972353, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:50:48,666 - INFO - [Train] step: 92999, loss_mpn: 0.039581, loss_rec: 0.114781, loss_semantic: 1.016639, loss_idmrf: 12.461515, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:51:30,078 - INFO - [Eval] step: 92999, bce: 0.087716, psnr: 23.555182, ssim: 0.792781, lpips: 0.206301
+2023-03-22 02:52:06,579 - INFO - [Train] step: 93099, loss_mpn: 0.037296, loss_rec: 0.078651, loss_semantic: 0.934165, loss_idmrf: 10.229042, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:52:39,258 - INFO - [Train] step: 93199, loss_mpn: 0.019027, loss_rec: 0.067926, loss_semantic: 0.826774, loss_idmrf: 7.979100, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:53:12,074 - INFO - [Train] step: 93299, loss_mpn: 0.014373, loss_rec: 0.057908, loss_semantic: 0.657548, loss_idmrf: 7.131664, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:53:44,807 - INFO - [Train] step: 93399, loss_mpn: 0.028490, loss_rec: 0.062635, loss_semantic: 0.728238, loss_idmrf: 12.731127, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:54:17,580 - INFO - [Train] step: 93499, loss_mpn: 0.037687, loss_rec: 0.038395, loss_semantic: 0.540034, loss_idmrf: 6.582771, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:54:50,306 - INFO - [Train] step: 93599, loss_mpn: 0.003383, loss_rec: 0.038742, loss_semantic: 0.477399, loss_idmrf: 3.001395, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:55:23,071 - INFO - [Train] step: 93699, loss_mpn: 0.026417, loss_rec: 0.045914, loss_semantic: 0.503416, loss_idmrf: 4.823441, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:55:55,792 - INFO - [Train] step: 93799, loss_mpn: 0.034561, loss_rec: 0.061654, loss_semantic: 0.824486, loss_idmrf: 8.773511, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:56:28,534 - INFO - [Train] step: 93899, loss_mpn: 0.036918, loss_rec: 0.053362, loss_semantic: 0.709072, loss_idmrf: 10.051908, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:57:01,311 - INFO - [Train] step: 93999, loss_mpn: 0.019547, loss_rec: 0.053505, loss_semantic: 0.638290, loss_idmrf: 10.695141, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:57:42,921 - INFO - [Eval] step: 93999, bce: 0.082058, psnr: 23.528723, ssim: 0.793825, lpips: 0.207260
+2023-03-22 02:58:19,443 - INFO - [Train] step: 94099, loss_mpn: 0.039820, loss_rec: 0.091005, loss_semantic: 0.938746, loss_idmrf: 10.837099, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:58:52,194 - INFO - [Train] step: 94199, loss_mpn: 0.024975, loss_rec: 0.085758, loss_semantic: 0.831333, loss_idmrf: 9.425382, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:59:24,996 - INFO - [Train] step: 94299, loss_mpn: 0.028368, loss_rec: 0.058816, loss_semantic: 0.621287, loss_idmrf: 6.741643, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:59:57,779 - INFO - [Train] step: 94399, loss_mpn: 0.029924, loss_rec: 0.074106, loss_semantic: 0.895614, loss_idmrf: 7.789021, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:00:30,444 - INFO - [Train] step: 94499, loss_mpn: 0.058759, loss_rec: 0.105271, loss_semantic: 1.027021, loss_idmrf: 15.219295, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:01:03,231 - INFO - [Train] step: 94599, loss_mpn: 0.046425, loss_rec: 0.114353, loss_semantic: 1.141492, loss_idmrf: 14.225316, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:01:36,084 - INFO - [Train] step: 94699, loss_mpn: 0.026888, loss_rec: 0.074737, loss_semantic: 0.730985, loss_idmrf: 8.886961, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:02:08,840 - INFO - [Train] step: 94799, loss_mpn: 0.022294, loss_rec: 0.077907, loss_semantic: 0.845790, loss_idmrf: 8.608280, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:02:41,608 - INFO - [Train] step: 94899, loss_mpn: 0.031380, loss_rec: 0.080979, loss_semantic: 0.955971, loss_idmrf: 11.585699, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:03:14,386 - INFO - [Train] step: 94999, loss_mpn: 0.025760, loss_rec: 0.064494, loss_semantic: 0.764983, loss_idmrf: 9.276716, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:03:55,405 - INFO - [Eval] step: 94999, bce: 0.077753, psnr: 23.465641, ssim: 0.792853, lpips: 0.209851
+2023-03-22 03:04:32,010 - INFO - [Train] step: 95099, loss_mpn: 0.028643, loss_rec: 0.081229, loss_semantic: 0.799611, loss_idmrf: 9.926236, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:05:04,722 - INFO - [Train] step: 95199, loss_mpn: 0.021472, loss_rec: 0.042414, loss_semantic: 0.544905, loss_idmrf: 9.715214, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:05:37,507 - INFO - [Train] step: 95299, loss_mpn: 0.036149, loss_rec: 0.077565, loss_semantic: 0.819146, loss_idmrf: 8.335685, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:06:10,321 - INFO - [Train] step: 95399, loss_mpn: 0.026316, loss_rec: 0.090322, loss_semantic: 0.902892, loss_idmrf: 8.833261, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:06:43,115 - INFO - [Train] step: 95499, loss_mpn: 0.031742, loss_rec: 0.071674, loss_semantic: 0.739053, loss_idmrf: 8.712829, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:07:15,990 - INFO - [Train] step: 95599, loss_mpn: 0.019284, loss_rec: 0.056834, loss_semantic: 0.603970, loss_idmrf: 7.117043, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:07:48,835 - INFO - [Train] step: 95699, loss_mpn: 0.042852, loss_rec: 0.085929, loss_semantic: 0.973037, loss_idmrf: 11.822235, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:08:21,687 - INFO - [Train] step: 95799, loss_mpn: 0.042273, loss_rec: 0.091355, loss_semantic: 0.887221, loss_idmrf: 9.399309, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:08:54,520 - INFO - [Train] step: 95899, loss_mpn: 0.027967, loss_rec: 0.078491, loss_semantic: 0.893838, loss_idmrf: 9.349670, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:09:27,299 - INFO - [Train] step: 95999, loss_mpn: 0.037592, loss_rec: 0.060070, loss_semantic: 0.731630, loss_idmrf: 11.252819, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:10:08,343 - INFO - [Eval] step: 95999, bce: 0.081265, psnr: 23.445526, ssim: 0.793974, lpips: 0.208880
+2023-03-22 03:10:45,022 - INFO - [Train] step: 96099, loss_mpn: 0.034348, loss_rec: 0.071841, loss_semantic: 0.813566, loss_idmrf: 12.140342, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:11:17,828 - INFO - [Train] step: 96199, loss_mpn: 0.043035, loss_rec: 0.087215, loss_semantic: 0.976353, loss_idmrf: 8.835939, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:11:50,612 - INFO - [Train] step: 96299, loss_mpn: 0.049406, loss_rec: 0.069140, loss_semantic: 0.770959, loss_idmrf: 10.505238, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:12:23,432 - INFO - [Train] step: 96399, loss_mpn: 0.023399, loss_rec: 0.057708, loss_semantic: 0.691220, loss_idmrf: 9.124188, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:12:56,273 - INFO - [Train] step: 96499, loss_mpn: 0.009521, loss_rec: 0.036377, loss_semantic: 0.489758, loss_idmrf: 4.059940, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:13:29,147 - INFO - [Train] step: 96599, loss_mpn: 0.024157, loss_rec: 0.075867, loss_semantic: 0.684827, loss_idmrf: 7.101400, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:14:01,992 - INFO - [Train] step: 96699, loss_mpn: 0.031783, loss_rec: 0.068924, loss_semantic: 0.875817, loss_idmrf: 8.694651, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:14:34,778 - INFO - [Train] step: 96799, loss_mpn: 0.030380, loss_rec: 0.076176, loss_semantic: 0.737625, loss_idmrf: 12.286287, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:15:07,585 - INFO - [Train] step: 96899, loss_mpn: 0.026133, loss_rec: 0.067168, loss_semantic: 0.815937, loss_idmrf: 12.150289, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:15:40,437 - INFO - [Train] step: 96999, loss_mpn: 0.009763, loss_rec: 0.042599, loss_semantic: 0.484388, loss_idmrf: 8.585153, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:16:21,420 - INFO - [Eval] step: 96999, bce: 0.077879, psnr: 23.387928, ssim: 0.789539, lpips: 0.207875
+2023-03-22 03:16:58,161 - INFO - [Train] step: 97099, loss_mpn: 0.046034, loss_rec: 0.097740, loss_semantic: 0.973285, loss_idmrf: 12.926403, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:17:30,956 - INFO - [Train] step: 97199, loss_mpn: 0.029297, loss_rec: 0.064859, loss_semantic: 0.760164, loss_idmrf: 6.897790, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:18:03,749 - INFO - [Train] step: 97299, loss_mpn: 0.021394, loss_rec: 0.085815, loss_semantic: 0.792295, loss_idmrf: 9.286568, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:18:36,572 - INFO - [Train] step: 97399, loss_mpn: 0.039182, loss_rec: 0.053160, loss_semantic: 0.722158, loss_idmrf: 11.158536, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:19:09,442 - INFO - [Train] step: 97499, loss_mpn: 0.052903, loss_rec: 0.089111, loss_semantic: 0.936362, loss_idmrf: 15.797468, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:19:42,316 - INFO - [Train] step: 97599, loss_mpn: 0.058007, loss_rec: 0.092892, loss_semantic: 0.941969, loss_idmrf: 10.279014, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:20:15,159 - INFO - [Train] step: 97699, loss_mpn: 0.017759, loss_rec: 0.065356, loss_semantic: 0.837529, loss_idmrf: 6.636477, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:20:48,014 - INFO - [Train] step: 97799, loss_mpn: 0.024654, loss_rec: 0.089025, loss_semantic: 0.927135, loss_idmrf: 11.772665, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:21:20,810 - INFO - [Train] step: 97899, loss_mpn: 0.024443, loss_rec: 0.059958, loss_semantic: 0.657873, loss_idmrf: 4.148303, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:21:53,645 - INFO - [Train] step: 97999, loss_mpn: 0.029155, loss_rec: 0.077106, loss_semantic: 0.866782, loss_idmrf: 9.353045, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:22:34,946 - INFO - [Eval] step: 97999, bce: 0.076904, psnr: 23.661402, ssim: 0.793776, lpips: 0.207783
+2023-03-22 03:23:11,677 - INFO - [Train] step: 98099, loss_mpn: 0.023236, loss_rec: 0.067340, loss_semantic: 0.729771, loss_idmrf: 10.607812, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:23:44,480 - INFO - [Train] step: 98199, loss_mpn: 0.042375, loss_rec: 0.075962, loss_semantic: 0.897876, loss_idmrf: 10.762303, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:24:17,346 - INFO - [Train] step: 98299, loss_mpn: 0.014085, loss_rec: 0.046497, loss_semantic: 0.510452, loss_idmrf: 6.639781, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:24:50,136 - INFO - [Train] step: 98399, loss_mpn: 0.032376, loss_rec: 0.080797, loss_semantic: 0.956254, loss_idmrf: 11.385143, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:25:23,039 - INFO - [Train] step: 98499, loss_mpn: 0.033163, loss_rec: 0.079050, loss_semantic: 0.735719, loss_idmrf: 8.065128, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:25:55,896 - INFO - [Train] step: 98599, loss_mpn: 0.071307, loss_rec: 0.129450, loss_semantic: 1.170502, loss_idmrf: 11.011456, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:26:28,707 - INFO - [Train] step: 98699, loss_mpn: 0.025622, loss_rec: 0.067290, loss_semantic: 0.763872, loss_idmrf: 8.454901, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:27:01,547 - INFO - [Train] step: 98799, loss_mpn: 0.031979, loss_rec: 0.058560, loss_semantic: 0.777756, loss_idmrf: 13.587256, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:27:34,358 - INFO - [Train] step: 98899, loss_mpn: 0.039642, loss_rec: 0.113486, loss_semantic: 1.006530, loss_idmrf: 9.841447, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:28:07,148 - INFO - [Train] step: 98999, loss_mpn: 0.045812, loss_rec: 0.096982, loss_semantic: 1.181948, loss_idmrf: 18.329910, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:28:49,362 - INFO - [Eval] step: 98999, bce: 0.074943, psnr: 23.481264, ssim: 0.793690, lpips: 0.210004
+2023-03-22 03:29:26,134 - INFO - [Train] step: 99099, loss_mpn: 0.088090, loss_rec: 0.094053, loss_semantic: 0.908175, loss_idmrf: 13.641987, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:29:58,820 - INFO - [Train] step: 99199, loss_mpn: 0.032889, loss_rec: 0.096911, loss_semantic: 0.870993, loss_idmrf: 13.185802, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:30:31,630 - INFO - [Train] step: 99299, loss_mpn: 0.030738, loss_rec: 0.074184, loss_semantic: 0.807481, loss_idmrf: 10.793823, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:31:04,578 - INFO - [Train] step: 99399, loss_mpn: 0.034118, loss_rec: 0.075553, loss_semantic: 0.829207, loss_idmrf: 6.653945, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:31:37,432 - INFO - [Train] step: 99499, loss_mpn: 0.021135, loss_rec: 0.046240, loss_semantic: 0.659294, loss_idmrf: 8.599916, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:32:10,225 - INFO - [Train] step: 99599, loss_mpn: 0.022193, loss_rec: 0.066492, loss_semantic: 0.743442, loss_idmrf: 7.391134, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:32:43,103 - INFO - [Train] step: 99699, loss_mpn: 0.016805, loss_rec: 0.060967, loss_semantic: 0.682010, loss_idmrf: 8.294033, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:33:15,956 - INFO - [Train] step: 99799, loss_mpn: 0.027550, loss_rec: 0.062680, loss_semantic: 0.592607, loss_idmrf: 7.511616, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:33:48,792 - INFO - [Train] step: 99899, loss_mpn: 0.017555, loss_rec: 0.056905, loss_semantic: 0.658732, loss_idmrf: 9.576436, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:34:21,535 - INFO - [Train] step: 99999, loss_mpn: 0.021521, loss_rec: 0.086231, loss_semantic: 0.918844, loss_idmrf: 10.497084, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:35:03,867 - INFO - [Eval] step: 99999, bce: 0.077378, psnr: 23.560574, ssim: 0.796035, lpips: 0.204744
+2023-03-22 03:35:40,760 - INFO - [Train] step: 100099, loss_mpn: 0.017210, loss_rec: 0.046653, loss_semantic: 0.614234, loss_idmrf: 7.230591, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:36:13,542 - INFO - [Train] step: 100199, loss_mpn: 0.021744, loss_rec: 0.051775, loss_semantic: 0.680970, loss_idmrf: 8.956697, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:36:46,276 - INFO - [Train] step: 100299, loss_mpn: 0.039226, loss_rec: 0.073999, loss_semantic: 0.942390, loss_idmrf: 9.755243, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:37:19,084 - INFO - [Train] step: 100399, loss_mpn: 0.026866, loss_rec: 0.088661, loss_semantic: 1.007566, loss_idmrf: 9.834482, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:37:51,955 - INFO - [Train] step: 100499, loss_mpn: 0.021429, loss_rec: 0.071621, loss_semantic: 0.843766, loss_idmrf: 10.477353, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:38:24,687 - INFO - [Train] step: 100599, loss_mpn: 0.071968, loss_rec: 0.105273, loss_semantic: 0.987873, loss_idmrf: 14.258692, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:38:57,438 - INFO - [Train] step: 100699, loss_mpn: 0.010747, loss_rec: 0.059768, loss_semantic: 0.678994, loss_idmrf: 5.662284, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:39:30,237 - INFO - [Train] step: 100799, loss_mpn: 0.040345, loss_rec: 0.077458, loss_semantic: 0.863398, loss_idmrf: 13.767790, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:40:03,038 - INFO - [Train] step: 100899, loss_mpn: 0.062417, loss_rec: 0.089985, loss_semantic: 0.963306, loss_idmrf: 11.700739, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:40:35,824 - INFO - [Train] step: 100999, loss_mpn: 0.016316, loss_rec: 0.051447, loss_semantic: 0.616311, loss_idmrf: 5.641898, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:41:20,213 - INFO - [Eval] step: 100999, bce: 0.075255, psnr: 23.593842, ssim: 0.794920, lpips: 0.208566
+2023-03-22 03:41:56,939 - INFO - [Train] step: 101099, loss_mpn: 0.020734, loss_rec: 0.063635, loss_semantic: 0.691371, loss_idmrf: 8.253305, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:42:29,647 - INFO - [Train] step: 101199, loss_mpn: 0.034460, loss_rec: 0.061627, loss_semantic: 0.801361, loss_idmrf: 7.657859, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:43:02,444 - INFO - [Train] step: 101299, loss_mpn: 0.060935, loss_rec: 0.086422, loss_semantic: 0.834964, loss_idmrf: 12.012288, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:43:35,174 - INFO - [Train] step: 101399, loss_mpn: 0.040693, loss_rec: 0.125975, loss_semantic: 1.123112, loss_idmrf: 12.504023, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:44:07,978 - INFO - [Train] step: 101499, loss_mpn: 0.047855, loss_rec: 0.091434, loss_semantic: 0.920605, loss_idmrf: 13.251834, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:44:40,775 - INFO - [Train] step: 101599, loss_mpn: 0.032506, loss_rec: 0.080153, loss_semantic: 0.936821, loss_idmrf: 7.937853, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:45:13,574 - INFO - [Train] step: 101699, loss_mpn: 0.043104, loss_rec: 0.082382, loss_semantic: 0.884839, loss_idmrf: 13.628551, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:45:46,329 - INFO - [Train] step: 101799, loss_mpn: 0.008332, loss_rec: 0.044083, loss_semantic: 0.601611, loss_idmrf: 5.321487, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:46:19,043 - INFO - [Train] step: 101899, loss_mpn: 0.039137, loss_rec: 0.093725, loss_semantic: 0.973638, loss_idmrf: 12.447422, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:46:51,755 - INFO - [Train] step: 101999, loss_mpn: 0.043371, loss_rec: 0.082975, loss_semantic: 0.735142, loss_idmrf: 10.289534, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:47:34,138 - INFO - [Eval] step: 101999, bce: 0.075109, psnr: 23.589575, ssim: 0.792043, lpips: 0.206644
+2023-03-22 03:48:10,995 - INFO - [Train] step: 102099, loss_mpn: 0.040503, loss_rec: 0.081880, loss_semantic: 0.816375, loss_idmrf: 11.162857, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:48:43,708 - INFO - [Train] step: 102199, loss_mpn: 0.018617, loss_rec: 0.053610, loss_semantic: 0.633714, loss_idmrf: 5.731603, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:49:16,524 - INFO - [Train] step: 102299, loss_mpn: 0.031418, loss_rec: 0.086620, loss_semantic: 1.012424, loss_idmrf: 10.574345, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:49:49,347 - INFO - [Train] step: 102399, loss_mpn: 0.058530, loss_rec: 0.077207, loss_semantic: 0.882809, loss_idmrf: 13.958214, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:50:22,144 - INFO - [Train] step: 102499, loss_mpn: 0.032079, loss_rec: 0.053249, loss_semantic: 0.712486, loss_idmrf: 10.694637, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:50:55,002 - INFO - [Train] step: 102599, loss_mpn: 0.031885, loss_rec: 0.097755, loss_semantic: 0.972201, loss_idmrf: 11.086314, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:51:27,796 - INFO - [Train] step: 102699, loss_mpn: 0.034002, loss_rec: 0.068449, loss_semantic: 0.778698, loss_idmrf: 12.554746, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:52:00,625 - INFO - [Train] step: 102799, loss_mpn: 0.031805, loss_rec: 0.075381, loss_semantic: 0.893587, loss_idmrf: 9.851173, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:52:33,405 - INFO - [Train] step: 102899, loss_mpn: 0.031762, loss_rec: 0.095816, loss_semantic: 0.924060, loss_idmrf: 11.492094, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:53:06,165 - INFO - [Train] step: 102999, loss_mpn: 0.059174, loss_rec: 0.094939, loss_semantic: 1.053681, loss_idmrf: 12.387239, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:53:50,202 - INFO - [Eval] step: 102999, bce: 0.077911, psnr: 23.563147, ssim: 0.796791, lpips: 0.203594
+2023-03-22 03:54:26,848 - INFO - [Train] step: 103099, loss_mpn: 0.010530, loss_rec: 0.044423, loss_semantic: 0.507595, loss_idmrf: 5.760804, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:54:59,571 - INFO - [Train] step: 103199, loss_mpn: 0.047331, loss_rec: 0.062993, loss_semantic: 0.676158, loss_idmrf: 8.112343, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:55:32,366 - INFO - [Train] step: 103299, loss_mpn: 0.033697, loss_rec: 0.069117, loss_semantic: 0.677112, loss_idmrf: 7.399829, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:56:05,220 - INFO - [Train] step: 103399, loss_mpn: 0.018684, loss_rec: 0.072596, loss_semantic: 0.785207, loss_idmrf: 7.057521, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:56:38,005 - INFO - [Train] step: 103499, loss_mpn: 0.069079, loss_rec: 0.073099, loss_semantic: 0.775636, loss_idmrf: 11.982904, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:57:10,811 - INFO - [Train] step: 103599, loss_mpn: 0.033385, loss_rec: 0.076464, loss_semantic: 0.767426, loss_idmrf: 16.086870, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:57:43,689 - INFO - [Train] step: 103699, loss_mpn: 0.028326, loss_rec: 0.077623, loss_semantic: 0.796377, loss_idmrf: 6.862216, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:58:16,485 - INFO - [Train] step: 103799, loss_mpn: 0.024816, loss_rec: 0.064698, loss_semantic: 0.697356, loss_idmrf: 7.546104, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:58:49,293 - INFO - [Train] step: 103899, loss_mpn: 0.039416, loss_rec: 0.088242, loss_semantic: 0.861077, loss_idmrf: 11.976656, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:59:22,096 - INFO - [Train] step: 103999, loss_mpn: 0.018895, loss_rec: 0.049830, loss_semantic: 0.627222, loss_idmrf: 6.408151, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:00:04,828 - INFO - [Eval] step: 103999, bce: 0.073407, psnr: 23.606983, ssim: 0.797493, lpips: 0.204149
+2023-03-22 04:00:41,434 - INFO - [Train] step: 104099, loss_mpn: 0.036580, loss_rec: 0.069113, loss_semantic: 0.870390, loss_idmrf: 11.788679, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:01:14,133 - INFO - [Train] step: 104199, loss_mpn: 0.033438, loss_rec: 0.141448, loss_semantic: 1.275464, loss_idmrf: 13.760016, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:01:46,894 - INFO - [Train] step: 104299, loss_mpn: 0.020667, loss_rec: 0.058314, loss_semantic: 0.729149, loss_idmrf: 6.182987, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:02:19,691 - INFO - [Train] step: 104399, loss_mpn: 0.018475, loss_rec: 0.064681, loss_semantic: 0.828636, loss_idmrf: 6.443158, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:02:52,505 - INFO - [Train] step: 104499, loss_mpn: 0.010552, loss_rec: 0.051336, loss_semantic: 0.581996, loss_idmrf: 5.493144, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:03:25,420 - INFO - [Train] step: 104599, loss_mpn: 0.054710, loss_rec: 0.102609, loss_semantic: 1.131080, loss_idmrf: 15.638837, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:03:58,166 - INFO - [Train] step: 104699, loss_mpn: 0.037815, loss_rec: 0.103551, loss_semantic: 1.241865, loss_idmrf: 15.798106, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:04:30,992 - INFO - [Train] step: 104799, loss_mpn: 0.030916, loss_rec: 0.091971, loss_semantic: 0.893644, loss_idmrf: 8.670829, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:05:03,753 - INFO - [Train] step: 104899, loss_mpn: 0.036998, loss_rec: 0.055809, loss_semantic: 0.572016, loss_idmrf: 10.838500, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:05:36,494 - INFO - [Train] step: 104999, loss_mpn: 0.020381, loss_rec: 0.073918, loss_semantic: 0.730145, loss_idmrf: 7.894461, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:06:20,775 - INFO - [Eval] step: 104999, bce: 0.074142, psnr: 23.712126, ssim: 0.795295, lpips: 0.206808
+2023-03-22 04:06:57,550 - INFO - [Train] step: 105099, loss_mpn: 0.022888, loss_rec: 0.061602, loss_semantic: 0.784417, loss_idmrf: 8.496268, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:07:30,308 - INFO - [Train] step: 105199, loss_mpn: 0.034979, loss_rec: 0.053109, loss_semantic: 0.731583, loss_idmrf: 13.009392, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:08:03,149 - INFO - [Train] step: 105299, loss_mpn: 0.024745, loss_rec: 0.097770, loss_semantic: 1.014381, loss_idmrf: 8.845806, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:08:35,962 - INFO - [Train] step: 105399, loss_mpn: 0.010816, loss_rec: 0.045385, loss_semantic: 0.600990, loss_idmrf: 4.426447, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:09:08,729 - INFO - [Train] step: 105499, loss_mpn: 0.019588, loss_rec: 0.065543, loss_semantic: 0.735556, loss_idmrf: 9.902122, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:09:41,567 - INFO - [Train] step: 105599, loss_mpn: 0.029619, loss_rec: 0.090090, loss_semantic: 1.039908, loss_idmrf: 8.265678, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:10:14,341 - INFO - [Train] step: 105699, loss_mpn: 0.041034, loss_rec: 0.102418, loss_semantic: 1.003751, loss_idmrf: 10.929460, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:10:47,162 - INFO - [Train] step: 105799, loss_mpn: 0.023709, loss_rec: 0.082500, loss_semantic: 0.833861, loss_idmrf: 8.765141, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:11:20,015 - INFO - [Train] step: 105899, loss_mpn: 0.015769, loss_rec: 0.065337, loss_semantic: 0.760473, loss_idmrf: 6.607306, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:11:52,829 - INFO - [Train] step: 105999, loss_mpn: 0.023167, loss_rec: 0.093230, loss_semantic: 0.949924, loss_idmrf: 9.403761, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:12:35,495 - INFO - [Eval] step: 105999, bce: 0.077615, psnr: 23.636366, ssim: 0.797662, lpips: 0.206444
+2023-03-22 04:13:12,148 - INFO - [Train] step: 106099, loss_mpn: 0.056785, loss_rec: 0.078537, loss_semantic: 0.911731, loss_idmrf: 12.051956, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:13:44,962 - INFO - [Train] step: 106199, loss_mpn: 0.010527, loss_rec: 0.065905, loss_semantic: 0.775135, loss_idmrf: 3.549544, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:14:17,780 - INFO - [Train] step: 106299, loss_mpn: 0.047098, loss_rec: 0.072695, loss_semantic: 0.964803, loss_idmrf: 9.111196, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:14:50,589 - INFO - [Train] step: 106399, loss_mpn: 0.047816, loss_rec: 0.110657, loss_semantic: 1.147491, loss_idmrf: 11.162436, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:15:23,395 - INFO - [Train] step: 106499, loss_mpn: 0.036387, loss_rec: 0.098999, loss_semantic: 0.965852, loss_idmrf: 12.243012, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:15:56,215 - INFO - [Train] step: 106599, loss_mpn: 0.013233, loss_rec: 0.046738, loss_semantic: 0.577205, loss_idmrf: 5.722514, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:16:28,977 - INFO - [Train] step: 106699, loss_mpn: 0.044220, loss_rec: 0.091707, loss_semantic: 0.833063, loss_idmrf: 12.266377, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:17:01,725 - INFO - [Train] step: 106799, loss_mpn: 0.021959, loss_rec: 0.064199, loss_semantic: 0.773220, loss_idmrf: 8.622784, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:17:34,570 - INFO - [Train] step: 106899, loss_mpn: 0.045521, loss_rec: 0.110237, loss_semantic: 1.206333, loss_idmrf: 16.310581, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:18:07,409 - INFO - [Train] step: 106999, loss_mpn: 0.009196, loss_rec: 0.047079, loss_semantic: 0.608887, loss_idmrf: 4.500168, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:18:51,248 - INFO - [Eval] step: 106999, bce: 0.070777, psnr: 23.595522, ssim: 0.797542, lpips: 0.205191
+2023-03-22 04:19:27,977 - INFO - [Train] step: 107099, loss_mpn: 0.012680, loss_rec: 0.051404, loss_semantic: 0.614235, loss_idmrf: 5.041043, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:20:00,795 - INFO - [Train] step: 107199, loss_mpn: 0.012902, loss_rec: 0.054420, loss_semantic: 0.654386, loss_idmrf: 5.935854, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:20:33,612 - INFO - [Train] step: 107299, loss_mpn: 0.021203, loss_rec: 0.068641, loss_semantic: 0.751407, loss_idmrf: 8.227444, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:21:06,403 - INFO - [Train] step: 107399, loss_mpn: 0.022977, loss_rec: 0.104083, loss_semantic: 0.963838, loss_idmrf: 9.808495, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:21:39,200 - INFO - [Train] step: 107499, loss_mpn: 0.039734, loss_rec: 0.089172, loss_semantic: 0.936140, loss_idmrf: 12.223716, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:22:12,029 - INFO - [Train] step: 107599, loss_mpn: 0.034948, loss_rec: 0.061238, loss_semantic: 0.571495, loss_idmrf: 6.978462, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:22:44,797 - INFO - [Train] step: 107699, loss_mpn: 0.032801, loss_rec: 0.070829, loss_semantic: 0.830422, loss_idmrf: 10.746307, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:23:17,628 - INFO - [Train] step: 107799, loss_mpn: 0.031143, loss_rec: 0.095562, loss_semantic: 1.021676, loss_idmrf: 11.113073, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:23:50,390 - INFO - [Train] step: 107899, loss_mpn: 0.027727, loss_rec: 0.066380, loss_semantic: 0.728316, loss_idmrf: 11.165030, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:24:23,090 - INFO - [Train] step: 107999, loss_mpn: 0.035846, loss_rec: 0.084668, loss_semantic: 0.807808, loss_idmrf: 9.664126, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:25:06,960 - INFO - [Eval] step: 107999, bce: 0.076488, psnr: 23.649143, ssim: 0.797940, lpips: 0.205102
+2023-03-22 04:25:43,685 - INFO - [Train] step: 108099, loss_mpn: 0.024601, loss_rec: 0.056791, loss_semantic: 0.611482, loss_idmrf: 13.098232, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:26:16,451 - INFO - [Train] step: 108199, loss_mpn: 0.049183, loss_rec: 0.116508, loss_semantic: 1.157224, loss_idmrf: 13.597224, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:26:49,258 - INFO - [Train] step: 108299, loss_mpn: 0.015882, loss_rec: 0.061660, loss_semantic: 0.757181, loss_idmrf: 8.171138, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:27:21,997 - INFO - [Train] step: 108399, loss_mpn: 0.037438, loss_rec: 0.087422, loss_semantic: 0.971860, loss_idmrf: 15.668411, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:27:54,763 - INFO - [Train] step: 108499, loss_mpn: 0.037939, loss_rec: 0.093250, loss_semantic: 0.996214, loss_idmrf: 11.482790, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:28:27,518 - INFO - [Train] step: 108599, loss_mpn: 0.022029, loss_rec: 0.062408, loss_semantic: 0.734235, loss_idmrf: 6.752248, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:29:00,241 - INFO - [Train] step: 108699, loss_mpn: 0.037867, loss_rec: 0.107213, loss_semantic: 0.996908, loss_idmrf: 12.282835, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:29:33,010 - INFO - [Train] step: 108799, loss_mpn: 0.048760, loss_rec: 0.078239, loss_semantic: 0.878565, loss_idmrf: 14.690290, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:30:05,806 - INFO - [Train] step: 108899, loss_mpn: 0.026391, loss_rec: 0.074123, loss_semantic: 0.786384, loss_idmrf: 6.733766, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:30:38,549 - INFO - [Train] step: 108999, loss_mpn: 0.038387, loss_rec: 0.082662, loss_semantic: 0.798786, loss_idmrf: 13.666072, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:31:22,808 - INFO - [Eval] step: 108999, bce: 0.068532, psnr: 23.738888, ssim: 0.799058, lpips: 0.204398
+2023-03-22 04:31:59,523 - INFO - [Train] step: 109099, loss_mpn: 0.026457, loss_rec: 0.069778, loss_semantic: 0.827285, loss_idmrf: 10.014055, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:32:32,256 - INFO - [Train] step: 109199, loss_mpn: 0.048496, loss_rec: 0.083040, loss_semantic: 0.820802, loss_idmrf: 9.954840, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:33:05,009 - INFO - [Train] step: 109299, loss_mpn: 0.018952, loss_rec: 0.052120, loss_semantic: 0.671304, loss_idmrf: 8.173605, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:33:37,727 - INFO - [Train] step: 109399, loss_mpn: 0.028593, loss_rec: 0.066824, loss_semantic: 0.787718, loss_idmrf: 9.319761, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:34:10,521 - INFO - [Train] step: 109499, loss_mpn: 0.058180, loss_rec: 0.100477, loss_semantic: 0.935489, loss_idmrf: 13.847754, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:34:43,294 - INFO - [Train] step: 109599, loss_mpn: 0.033636, loss_rec: 0.075803, loss_semantic: 0.891815, loss_idmrf: 8.696291, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:35:15,942 - INFO - [Train] step: 109699, loss_mpn: 0.056562, loss_rec: 0.087674, loss_semantic: 1.087081, loss_idmrf: 11.226512, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:35:48,741 - INFO - [Train] step: 109799, loss_mpn: 0.016389, loss_rec: 0.063724, loss_semantic: 0.705495, loss_idmrf: 8.041239, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:36:21,492 - INFO - [Train] step: 109899, loss_mpn: 0.026279, loss_rec: 0.074403, loss_semantic: 0.738028, loss_idmrf: 10.526747, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:36:54,271 - INFO - [Train] step: 109999, loss_mpn: 0.023535, loss_rec: 0.057187, loss_semantic: 0.704284, loss_idmrf: 11.614588, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:37:36,543 - INFO - [Eval] step: 109999, bce: 0.076740, psnr: 23.645584, ssim: 0.797162, lpips: 0.205439
+2023-03-22 04:38:13,251 - INFO - [Train] step: 110099, loss_mpn: 0.044556, loss_rec: 0.113159, loss_semantic: 1.094573, loss_idmrf: 11.371176, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:38:46,087 - INFO - [Train] step: 110199, loss_mpn: 0.036322, loss_rec: 0.071573, loss_semantic: 0.773406, loss_idmrf: 12.729074, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:39:18,896 - INFO - [Train] step: 110299, loss_mpn: 0.040438, loss_rec: 0.080180, loss_semantic: 0.894105, loss_idmrf: 11.931568, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:39:51,735 - INFO - [Train] step: 110399, loss_mpn: 0.038491, loss_rec: 0.075666, loss_semantic: 0.874309, loss_idmrf: 11.785872, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:40:24,568 - INFO - [Train] step: 110499, loss_mpn: 0.020963, loss_rec: 0.074971, loss_semantic: 0.748173, loss_idmrf: 8.605899, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:40:57,360 - INFO - [Train] step: 110599, loss_mpn: 0.029350, loss_rec: 0.090986, loss_semantic: 0.980474, loss_idmrf: 13.598299, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:41:30,152 - INFO - [Train] step: 110699, loss_mpn: 0.026717, loss_rec: 0.079630, loss_semantic: 0.797462, loss_idmrf: 9.432908, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:42:02,960 - INFO - [Train] step: 110799, loss_mpn: 0.028577, loss_rec: 0.071554, loss_semantic: 0.663538, loss_idmrf: 9.995500, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:42:35,821 - INFO - [Train] step: 110899, loss_mpn: 0.028623, loss_rec: 0.056213, loss_semantic: 0.616088, loss_idmrf: 12.013576, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:43:08,552 - INFO - [Train] step: 110999, loss_mpn: 0.067037, loss_rec: 0.107336, loss_semantic: 0.962474, loss_idmrf: 17.635715, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:43:51,368 - INFO - [Eval] step: 110999, bce: 0.071780, psnr: 23.726822, ssim: 0.797875, lpips: 0.203328
+2023-03-22 04:44:28,132 - INFO - [Train] step: 111099, loss_mpn: 0.022916, loss_rec: 0.095118, loss_semantic: 0.860895, loss_idmrf: 12.970969, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:45:00,914 - INFO - [Train] step: 111199, loss_mpn: 0.052650, loss_rec: 0.103431, loss_semantic: 0.978216, loss_idmrf: 12.843801, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:45:33,718 - INFO - [Train] step: 111299, loss_mpn: 0.042883, loss_rec: 0.078214, loss_semantic: 0.773770, loss_idmrf: 12.885041, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:46:06,529 - INFO - [Train] step: 111399, loss_mpn: 0.041515, loss_rec: 0.083531, loss_semantic: 0.904537, loss_idmrf: 10.679539, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:46:39,309 - INFO - [Train] step: 111499, loss_mpn: 0.019850, loss_rec: 0.071480, loss_semantic: 0.810936, loss_idmrf: 6.400073, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:47:12,175 - INFO - [Train] step: 111599, loss_mpn: 0.007415, loss_rec: 0.045269, loss_semantic: 0.553591, loss_idmrf: 3.895724, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:47:44,991 - INFO - [Train] step: 111699, loss_mpn: 0.016462, loss_rec: 0.066128, loss_semantic: 0.766736, loss_idmrf: 6.989129, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:48:17,767 - INFO - [Train] step: 111799, loss_mpn: 0.032736, loss_rec: 0.080164, loss_semantic: 0.899378, loss_idmrf: 11.365528, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:48:50,519 - INFO - [Train] step: 111899, loss_mpn: 0.023965, loss_rec: 0.073699, loss_semantic: 0.770261, loss_idmrf: 7.412876, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:49:23,295 - INFO - [Train] step: 111999, loss_mpn: 0.032252, loss_rec: 0.044008, loss_semantic: 0.573391, loss_idmrf: 6.382578, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:50:06,125 - INFO - [Eval] step: 111999, bce: 0.073546, psnr: 23.573696, ssim: 0.799057, lpips: 0.203859
+2023-03-22 04:50:42,927 - INFO - [Train] step: 112099, loss_mpn: 0.019619, loss_rec: 0.061147, loss_semantic: 0.714559, loss_idmrf: 6.728621, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:51:15,727 - INFO - [Train] step: 112199, loss_mpn: 0.061678, loss_rec: 0.131800, loss_semantic: 1.173544, loss_idmrf: 13.308275, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:51:48,542 - INFO - [Train] step: 112299, loss_mpn: 0.021745, loss_rec: 0.066540, loss_semantic: 0.752296, loss_idmrf: 7.925722, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:52:21,296 - INFO - [Train] step: 112399, loss_mpn: 0.019225, loss_rec: 0.060966, loss_semantic: 0.633544, loss_idmrf: 9.130703, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:52:54,010 - INFO - [Train] step: 112499, loss_mpn: 0.048828, loss_rec: 0.084515, loss_semantic: 0.882892, loss_idmrf: 11.956367, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:53:26,779 - INFO - [Train] step: 112599, loss_mpn: 0.019145, loss_rec: 0.057404, loss_semantic: 0.645306, loss_idmrf: 7.790865, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:53:59,569 - INFO - [Train] step: 112699, loss_mpn: 0.027719, loss_rec: 0.085165, loss_semantic: 0.906468, loss_idmrf: 8.938596, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:54:32,369 - INFO - [Train] step: 112799, loss_mpn: 0.031046, loss_rec: 0.068806, loss_semantic: 0.733274, loss_idmrf: 14.966707, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:55:05,152 - INFO - [Train] step: 112899, loss_mpn: 0.012245, loss_rec: 0.038084, loss_semantic: 0.500581, loss_idmrf: 4.415365, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:55:37,966 - INFO - [Train] step: 112999, loss_mpn: 0.027222, loss_rec: 0.059198, loss_semantic: 0.679919, loss_idmrf: 7.858174, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:56:20,568 - INFO - [Eval] step: 112999, bce: 0.073857, psnr: 23.663570, ssim: 0.799482, lpips: 0.204795
+2023-03-22 04:56:57,279 - INFO - [Train] step: 113099, loss_mpn: 0.040447, loss_rec: 0.101111, loss_semantic: 1.115949, loss_idmrf: 14.779693, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:57:29,979 - INFO - [Train] step: 113199, loss_mpn: 0.025111, loss_rec: 0.101024, loss_semantic: 0.909695, loss_idmrf: 10.885380, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:58:02,751 - INFO - [Train] step: 113299, loss_mpn: 0.034822, loss_rec: 0.079085, loss_semantic: 0.727061, loss_idmrf: 9.985903, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:58:35,539 - INFO - [Train] step: 113399, loss_mpn: 0.016714, loss_rec: 0.056308, loss_semantic: 0.754739, loss_idmrf: 7.559463, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:59:08,300 - INFO - [Train] step: 113499, loss_mpn: 0.038243, loss_rec: 0.094128, loss_semantic: 1.016960, loss_idmrf: 11.293020, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:59:41,089 - INFO - [Train] step: 113599, loss_mpn: 0.024296, loss_rec: 0.081246, loss_semantic: 0.845601, loss_idmrf: 8.203959, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:00:13,897 - INFO - [Train] step: 113699, loss_mpn: 0.029132, loss_rec: 0.066333, loss_semantic: 0.812064, loss_idmrf: 6.141907, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:00:46,695 - INFO - [Train] step: 113799, loss_mpn: 0.029591, loss_rec: 0.073360, loss_semantic: 0.800376, loss_idmrf: 8.404702, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:01:19,491 - INFO - [Train] step: 113899, loss_mpn: 0.009689, loss_rec: 0.050290, loss_semantic: 0.581892, loss_idmrf: 3.746636, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:01:52,266 - INFO - [Train] step: 113999, loss_mpn: 0.025773, loss_rec: 0.077143, loss_semantic: 0.985584, loss_idmrf: 9.826328, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:02:33,644 - INFO - [Eval] step: 113999, bce: 0.076071, psnr: 23.615452, ssim: 0.796015, lpips: 0.202470
+2023-03-22 05:03:10,531 - INFO - [Train] step: 114099, loss_mpn: 0.013625, loss_rec: 0.060464, loss_semantic: 0.723815, loss_idmrf: 8.618641, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:03:43,277 - INFO - [Train] step: 114199, loss_mpn: 0.033580, loss_rec: 0.070629, loss_semantic: 0.869532, loss_idmrf: 10.778509, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:04:16,062 - INFO - [Train] step: 114299, loss_mpn: 0.013407, loss_rec: 0.063186, loss_semantic: 0.716665, loss_idmrf: 4.881361, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:04:48,862 - INFO - [Train] step: 114399, loss_mpn: 0.031960, loss_rec: 0.080584, loss_semantic: 0.826596, loss_idmrf: 9.718985, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:05:21,616 - INFO - [Train] step: 114499, loss_mpn: 0.015755, loss_rec: 0.069292, loss_semantic: 0.807094, loss_idmrf: 7.824891, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:05:54,407 - INFO - [Train] step: 114599, loss_mpn: 0.021478, loss_rec: 0.046073, loss_semantic: 0.714137, loss_idmrf: 8.022508, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:06:27,193 - INFO - [Train] step: 114699, loss_mpn: 0.025833, loss_rec: 0.069802, loss_semantic: 0.856490, loss_idmrf: 8.232234, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:06:59,841 - INFO - [Train] step: 114799, loss_mpn: 0.020025, loss_rec: 0.098149, loss_semantic: 1.112998, loss_idmrf: 8.276220, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:07:32,643 - INFO - [Train] step: 114899, loss_mpn: 0.015815, loss_rec: 0.046696, loss_semantic: 0.613897, loss_idmrf: 7.550922, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:08:05,410 - INFO - [Train] step: 114999, loss_mpn: 0.024793, loss_rec: 0.071018, loss_semantic: 0.756067, loss_idmrf: 12.687393, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:08:48,218 - INFO - [Eval] step: 114999, bce: 0.075704, psnr: 23.676975, ssim: 0.799446, lpips: 0.203873
+2023-03-22 05:09:25,334 - INFO - [Train] step: 115099, loss_mpn: 0.021478, loss_rec: 0.062166, loss_semantic: 0.789671, loss_idmrf: 9.592355, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:09:58,103 - INFO - [Train] step: 115199, loss_mpn: 0.036942, loss_rec: 0.088985, loss_semantic: 0.902127, loss_idmrf: 11.779503, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:10:30,911 - INFO - [Train] step: 115299, loss_mpn: 0.014313, loss_rec: 0.056696, loss_semantic: 0.628588, loss_idmrf: 4.524722, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:11:03,693 - INFO - [Train] step: 115399, loss_mpn: 0.043876, loss_rec: 0.085930, loss_semantic: 0.771618, loss_idmrf: 9.608633, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:11:36,505 - INFO - [Train] step: 115499, loss_mpn: 0.031204, loss_rec: 0.059417, loss_semantic: 0.671254, loss_idmrf: 10.576164, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:12:09,367 - INFO - [Train] step: 115599, loss_mpn: 0.024202, loss_rec: 0.060576, loss_semantic: 0.702035, loss_idmrf: 6.725126, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:12:42,143 - INFO - [Train] step: 115699, loss_mpn: 0.029124, loss_rec: 0.076605, loss_semantic: 0.939299, loss_idmrf: 9.759675, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:13:14,944 - INFO - [Train] step: 115799, loss_mpn: 0.040446, loss_rec: 0.094278, loss_semantic: 0.934677, loss_idmrf: 12.918851, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:13:47,766 - INFO - [Train] step: 115899, loss_mpn: 0.086625, loss_rec: 0.108126, loss_semantic: 1.162762, loss_idmrf: 12.948933, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:14:20,594 - INFO - [Train] step: 115999, loss_mpn: 0.046883, loss_rec: 0.095254, loss_semantic: 1.000471, loss_idmrf: 21.226475, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:15:04,649 - INFO - [Eval] step: 115999, bce: 0.077302, psnr: 23.607689, ssim: 0.798301, lpips: 0.205703
+2023-03-22 05:15:41,684 - INFO - [Train] step: 116099, loss_mpn: 0.024047, loss_rec: 0.085452, loss_semantic: 0.866082, loss_idmrf: 9.377104, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:16:14,421 - INFO - [Train] step: 116199, loss_mpn: 0.020310, loss_rec: 0.100345, loss_semantic: 0.988804, loss_idmrf: 9.853510, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:16:47,174 - INFO - [Train] step: 116299, loss_mpn: 0.056341, loss_rec: 0.114654, loss_semantic: 1.089180, loss_idmrf: 13.963963, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:17:19,826 - INFO - [Train] step: 116399, loss_mpn: 0.043422, loss_rec: 0.080851, loss_semantic: 0.929191, loss_idmrf: 11.439721, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:17:52,558 - INFO - [Train] step: 116499, loss_mpn: 0.026511, loss_rec: 0.043999, loss_semantic: 0.543607, loss_idmrf: 5.764296, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:18:25,387 - INFO - [Train] step: 116599, loss_mpn: 0.010525, loss_rec: 0.050415, loss_semantic: 0.603913, loss_idmrf: 5.288475, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:18:58,135 - INFO - [Train] step: 116699, loss_mpn: 0.040794, loss_rec: 0.100462, loss_semantic: 0.950817, loss_idmrf: 11.711128, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:19:30,875 - INFO - [Train] step: 116799, loss_mpn: 0.023472, loss_rec: 0.091342, loss_semantic: 0.930924, loss_idmrf: 13.094568, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:20:03,621 - INFO - [Train] step: 116899, loss_mpn: 0.021521, loss_rec: 0.072627, loss_semantic: 0.839163, loss_idmrf: 7.269786, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:20:36,358 - INFO - [Train] step: 116999, loss_mpn: 0.019761, loss_rec: 0.064277, loss_semantic: 0.763018, loss_idmrf: 10.786405, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:21:19,984 - INFO - [Eval] step: 116999, bce: 0.073103, psnr: 23.782236, ssim: 0.801583, lpips: 0.203784
+2023-03-22 05:21:56,915 - INFO - [Train] step: 117099, loss_mpn: 0.008041, loss_rec: 0.036260, loss_semantic: 0.459446, loss_idmrf: 4.576557, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:22:29,658 - INFO - [Train] step: 117199, loss_mpn: 0.014707, loss_rec: 0.061864, loss_semantic: 0.740225, loss_idmrf: 6.601650, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:23:02,376 - INFO - [Train] step: 117299, loss_mpn: 0.035957, loss_rec: 0.124974, loss_semantic: 1.105158, loss_idmrf: 11.097845, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:23:35,097 - INFO - [Train] step: 117399, loss_mpn: 0.009793, loss_rec: 0.048901, loss_semantic: 0.541619, loss_idmrf: 5.577661, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:24:07,824 - INFO - [Train] step: 117499, loss_mpn: 0.034330, loss_rec: 0.085438, loss_semantic: 0.742123, loss_idmrf: 9.693151, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:24:40,508 - INFO - [Train] step: 117599, loss_mpn: 0.020666, loss_rec: 0.045643, loss_semantic: 0.565091, loss_idmrf: 7.856852, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:25:13,295 - INFO - [Train] step: 117699, loss_mpn: 0.022065, loss_rec: 0.075880, loss_semantic: 0.720206, loss_idmrf: 12.605081, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:25:46,044 - INFO - [Train] step: 117799, loss_mpn: 0.015625, loss_rec: 0.053049, loss_semantic: 0.622400, loss_idmrf: 9.272051, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:26:18,817 - INFO - [Train] step: 117899, loss_mpn: 0.036104, loss_rec: 0.070066, loss_semantic: 0.752595, loss_idmrf: 8.004348, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:26:51,568 - INFO - [Train] step: 117999, loss_mpn: 0.018861, loss_rec: 0.065322, loss_semantic: 0.711818, loss_idmrf: 7.400877, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:27:36,100 - INFO - [Eval] step: 117999, bce: 0.067424, psnr: 23.848911, ssim: 0.800919, lpips: 0.201987
+2023-03-22 05:28:12,579 - INFO - [Train] step: 118099, loss_mpn: 0.029225, loss_rec: 0.106567, loss_semantic: 1.093492, loss_idmrf: 12.105576, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:28:45,200 - INFO - [Train] step: 118199, loss_mpn: 0.006187, loss_rec: 0.037499, loss_semantic: 0.461796, loss_idmrf: 1.996779, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:29:17,934 - INFO - [Train] step: 118299, loss_mpn: 0.020913, loss_rec: 0.067684, loss_semantic: 0.770995, loss_idmrf: 7.543528, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:29:50,605 - INFO - [Train] step: 118399, loss_mpn: 0.018481, loss_rec: 0.059441, loss_semantic: 0.701640, loss_idmrf: 5.415859, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:30:23,313 - INFO - [Train] step: 118499, loss_mpn: 0.014509, loss_rec: 0.051649, loss_semantic: 0.637310, loss_idmrf: 4.471553, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:30:56,001 - INFO - [Train] step: 118599, loss_mpn: 0.025338, loss_rec: 0.069768, loss_semantic: 0.887159, loss_idmrf: 11.945686, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:31:28,717 - INFO - [Train] step: 118699, loss_mpn: 0.042559, loss_rec: 0.109416, loss_semantic: 1.211986, loss_idmrf: 11.548504, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:32:01,431 - INFO - [Train] step: 118799, loss_mpn: 0.021111, loss_rec: 0.057436, loss_semantic: 0.658024, loss_idmrf: 7.661505, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:32:34,174 - INFO - [Train] step: 118899, loss_mpn: 0.020235, loss_rec: 0.061516, loss_semantic: 0.789722, loss_idmrf: 10.974123, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:33:06,851 - INFO - [Train] step: 118999, loss_mpn: 0.025354, loss_rec: 0.069985, loss_semantic: 0.831594, loss_idmrf: 7.691764, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:33:52,434 - INFO - [Eval] step: 118999, bce: 0.068526, psnr: 23.710186, ssim: 0.801220, lpips: 0.203404
+2023-03-22 05:34:29,161 - INFO - [Train] step: 119099, loss_mpn: 0.018084, loss_rec: 0.080543, loss_semantic: 0.955984, loss_idmrf: 8.369226, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:35:02,108 - INFO - [Train] step: 119199, loss_mpn: 0.013361, loss_rec: 0.040640, loss_semantic: 0.519774, loss_idmrf: 4.921574, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:35:35,442 - INFO - [Train] step: 119299, loss_mpn: 0.016596, loss_rec: 0.050027, loss_semantic: 0.682788, loss_idmrf: 8.331125, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:36:08,099 - INFO - [Train] step: 119399, loss_mpn: 0.023192, loss_rec: 0.044968, loss_semantic: 0.572072, loss_idmrf: 8.167904, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:36:41,478 - INFO - [Train] step: 119499, loss_mpn: 0.013894, loss_rec: 0.060537, loss_semantic: 0.734254, loss_idmrf: 9.815325, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:37:16,382 - INFO - [Train] step: 119599, loss_mpn: 0.020805, loss_rec: 0.057622, loss_semantic: 0.737751, loss_idmrf: 8.477848, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:37:49,059 - INFO - [Train] step: 119699, loss_mpn: 0.042438, loss_rec: 0.068150, loss_semantic: 0.832296, loss_idmrf: 12.178562, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:38:22,705 - INFO - [Train] step: 119799, loss_mpn: 0.016592, loss_rec: 0.061651, loss_semantic: 0.654050, loss_idmrf: 6.547492, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:38:56,888 - INFO - [Train] step: 119899, loss_mpn: 0.040052, loss_rec: 0.062717, loss_semantic: 0.804423, loss_idmrf: 11.402201, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:39:29,968 - INFO - [Train] step: 119999, loss_mpn: 0.011059, loss_rec: 0.042131, loss_semantic: 0.523453, loss_idmrf: 5.280652, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:40:11,207 - INFO - [Eval] step: 119999, bce: 0.073324, psnr: 23.733780, ssim: 0.801990, lpips: 0.200747
+2023-03-22 05:40:48,158 - INFO - [Train] step: 120099, loss_mpn: 0.050469, loss_rec: 0.095142, loss_semantic: 0.950804, loss_idmrf: 14.774699, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:41:20,819 - INFO - [Train] step: 120199, loss_mpn: 0.055356, loss_rec: 0.114604, loss_semantic: 1.062852, loss_idmrf: 10.386349, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:41:53,497 - INFO - [Train] step: 120299, loss_mpn: 0.039360, loss_rec: 0.061795, loss_semantic: 0.681409, loss_idmrf: 5.794456, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:42:26,346 - INFO - [Train] step: 120399, loss_mpn: 0.017509, loss_rec: 0.064541, loss_semantic: 0.794910, loss_idmrf: 9.009003, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:42:59,136 - INFO - [Train] step: 120499, loss_mpn: 0.011692, loss_rec: 0.026220, loss_semantic: 0.518575, loss_idmrf: 8.316735, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:43:31,934 - INFO - [Train] step: 120599, loss_mpn: 0.012981, loss_rec: 0.050620, loss_semantic: 0.677005, loss_idmrf: 7.490551, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:44:04,634 - INFO - [Train] step: 120699, loss_mpn: 0.036074, loss_rec: 0.068885, loss_semantic: 0.773440, loss_idmrf: 9.839571, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:44:38,957 - INFO - [Train] step: 120799, loss_mpn: 0.012896, loss_rec: 0.088142, loss_semantic: 0.874759, loss_idmrf: 7.083012, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:45:11,655 - INFO - [Train] step: 120899, loss_mpn: 0.016561, loss_rec: 0.068940, loss_semantic: 0.748206, loss_idmrf: 6.010361, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:45:45,303 - INFO - [Train] step: 120999, loss_mpn: 0.023157, loss_rec: 0.061526, loss_semantic: 0.817090, loss_idmrf: 11.233219, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:46:26,343 - INFO - [Eval] step: 120999, bce: 0.071822, psnr: 23.797800, ssim: 0.800112, lpips: 0.204355
+2023-03-22 05:47:03,320 - INFO - [Train] step: 121099, loss_mpn: 0.047900, loss_rec: 0.132312, loss_semantic: 1.164514, loss_idmrf: 14.609369, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:47:36,031 - INFO - [Train] step: 121199, loss_mpn: 0.011627, loss_rec: 0.059306, loss_semantic: 0.673944, loss_idmrf: 4.357660, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:48:08,815 - INFO - [Train] step: 121299, loss_mpn: 0.017603, loss_rec: 0.044835, loss_semantic: 0.541849, loss_idmrf: 6.045624, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:48:41,613 - INFO - [Train] step: 121399, loss_mpn: 0.016562, loss_rec: 0.076059, loss_semantic: 0.884148, loss_idmrf: 8.092195, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:49:14,374 - INFO - [Train] step: 121499, loss_mpn: 0.013265, loss_rec: 0.054480, loss_semantic: 0.700207, loss_idmrf: 7.323328, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:49:47,070 - INFO - [Train] step: 121599, loss_mpn: 0.027106, loss_rec: 0.077923, loss_semantic: 0.760265, loss_idmrf: 10.903284, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:50:19,773 - INFO - [Train] step: 121699, loss_mpn: 0.052958, loss_rec: 0.077733, loss_semantic: 0.788614, loss_idmrf: 10.061281, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:50:52,535 - INFO - [Train] step: 121799, loss_mpn: 0.031288, loss_rec: 0.063373, loss_semantic: 0.700693, loss_idmrf: 8.236549, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:51:25,282 - INFO - [Train] step: 121899, loss_mpn: 0.049103, loss_rec: 0.060976, loss_semantic: 0.720640, loss_idmrf: 8.774946, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:51:58,300 - INFO - [Train] step: 121999, loss_mpn: 0.010092, loss_rec: 0.056671, loss_semantic: 0.695888, loss_idmrf: 5.127482, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:52:39,120 - INFO - [Eval] step: 121999, bce: 0.064736, psnr: 23.666695, ssim: 0.799688, lpips: 0.202438
+2023-03-22 05:53:15,933 - INFO - [Train] step: 122099, loss_mpn: 0.038139, loss_rec: 0.080935, loss_semantic: 0.887199, loss_idmrf: 12.151262, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:53:48,587 - INFO - [Train] step: 122199, loss_mpn: 0.037796, loss_rec: 0.059595, loss_semantic: 0.762968, loss_idmrf: 9.711021, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:54:21,315 - INFO - [Train] step: 122299, loss_mpn: 0.029868, loss_rec: 0.074362, loss_semantic: 0.857099, loss_idmrf: 9.332858, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:54:54,061 - INFO - [Train] step: 122399, loss_mpn: 0.015456, loss_rec: 0.042881, loss_semantic: 0.606126, loss_idmrf: 6.323564, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:55:26,773 - INFO - [Train] step: 122499, loss_mpn: 0.005741, loss_rec: 0.054191, loss_semantic: 0.603895, loss_idmrf: 4.205076, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:55:59,506 - INFO - [Train] step: 122599, loss_mpn: 0.015177, loss_rec: 0.056375, loss_semantic: 0.594873, loss_idmrf: 6.812025, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:56:32,178 - INFO - [Train] step: 122699, loss_mpn: 0.027114, loss_rec: 0.065410, loss_semantic: 0.804953, loss_idmrf: 6.406708, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:57:04,843 - INFO - [Train] step: 122799, loss_mpn: 0.017763, loss_rec: 0.062308, loss_semantic: 0.800483, loss_idmrf: 7.354710, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:57:37,609 - INFO - [Train] step: 122899, loss_mpn: 0.038366, loss_rec: 0.078285, loss_semantic: 0.829029, loss_idmrf: 16.213295, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:58:10,271 - INFO - [Train] step: 122999, loss_mpn: 0.029573, loss_rec: 0.104952, loss_semantic: 1.077666, loss_idmrf: 9.818382, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:58:51,749 - INFO - [Eval] step: 122999, bce: 0.067831, psnr: 23.770708, ssim: 0.801550, lpips: 0.201299
+2023-03-22 05:59:28,422 - INFO - [Train] step: 123099, loss_mpn: 0.032794, loss_rec: 0.084889, loss_semantic: 0.957210, loss_idmrf: 12.836620, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:00:01,059 - INFO - [Train] step: 123199, loss_mpn: 0.023453, loss_rec: 0.060958, loss_semantic: 0.702407, loss_idmrf: 9.143744, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:00:33,846 - INFO - [Train] step: 123299, loss_mpn: 0.029549, loss_rec: 0.087183, loss_semantic: 0.932819, loss_idmrf: 8.270475, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:01:06,637 - INFO - [Train] step: 123399, loss_mpn: 0.026719, loss_rec: 0.075880, loss_semantic: 0.896869, loss_idmrf: 9.645821, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:01:39,335 - INFO - [Train] step: 123499, loss_mpn: 0.019763, loss_rec: 0.075033, loss_semantic: 0.773046, loss_idmrf: 11.444019, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:02:11,998 - INFO - [Train] step: 123599, loss_mpn: 0.013673, loss_rec: 0.046578, loss_semantic: 0.560561, loss_idmrf: 6.546549, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:02:44,636 - INFO - [Train] step: 123699, loss_mpn: 0.046071, loss_rec: 0.100949, loss_semantic: 1.057037, loss_idmrf: 12.455324, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:03:17,352 - INFO - [Train] step: 123799, loss_mpn: 0.022496, loss_rec: 0.063559, loss_semantic: 0.751778, loss_idmrf: 9.239328, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:03:49,968 - INFO - [Train] step: 123899, loss_mpn: 0.038082, loss_rec: 0.070882, loss_semantic: 0.875119, loss_idmrf: 9.391966, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:04:22,598 - INFO - [Train] step: 123999, loss_mpn: 0.029900, loss_rec: 0.080114, loss_semantic: 0.837006, loss_idmrf: 16.156389, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:05:05,774 - INFO - [Eval] step: 123999, bce: 0.062915, psnr: 23.744110, ssim: 0.802530, lpips: 0.201570
+2023-03-22 06:05:42,492 - INFO - [Train] step: 124099, loss_mpn: 0.025587, loss_rec: 0.063010, loss_semantic: 0.782372, loss_idmrf: 12.193451, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:06:15,197 - INFO - [Train] step: 124199, loss_mpn: 0.030587, loss_rec: 0.072098, loss_semantic: 0.894793, loss_idmrf: 14.571911, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:06:47,921 - INFO - [Train] step: 124299, loss_mpn: 0.020377, loss_rec: 0.063655, loss_semantic: 0.715352, loss_idmrf: 5.848112, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:07:20,721 - INFO - [Train] step: 124399, loss_mpn: 0.008085, loss_rec: 0.045797, loss_semantic: 0.597397, loss_idmrf: 5.282055, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:07:53,443 - INFO - [Train] step: 124499, loss_mpn: 0.022703, loss_rec: 0.075194, loss_semantic: 0.946313, loss_idmrf: 8.510741, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:08:26,161 - INFO - [Train] step: 124599, loss_mpn: 0.038253, loss_rec: 0.101484, loss_semantic: 0.950800, loss_idmrf: 14.205524, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:08:58,932 - INFO - [Train] step: 124699, loss_mpn: 0.045251, loss_rec: 0.100557, loss_semantic: 1.012687, loss_idmrf: 19.265659, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:09:31,626 - INFO - [Train] step: 124799, loss_mpn: 0.023374, loss_rec: 0.060767, loss_semantic: 0.726464, loss_idmrf: 9.579073, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:10:04,364 - INFO - [Train] step: 124899, loss_mpn: 0.011698, loss_rec: 0.040800, loss_semantic: 0.548698, loss_idmrf: 6.552532, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:10:37,087 - INFO - [Train] step: 124999, loss_mpn: 0.020665, loss_rec: 0.071578, loss_semantic: 0.799196, loss_idmrf: 6.486781, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:11:19,647 - INFO - [Eval] step: 124999, bce: 0.064223, psnr: 23.801605, ssim: 0.801298, lpips: 0.199881
+2023-03-22 06:11:56,478 - INFO - [Train] step: 125099, loss_mpn: 0.033758, loss_rec: 0.089920, loss_semantic: 0.841877, loss_idmrf: 9.863781, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:12:29,121 - INFO - [Train] step: 125199, loss_mpn: 0.026891, loss_rec: 0.070520, loss_semantic: 0.731209, loss_idmrf: 7.525699, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:13:01,873 - INFO - [Train] step: 125299, loss_mpn: 0.025136, loss_rec: 0.075662, loss_semantic: 0.803553, loss_idmrf: 10.017681, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:13:34,687 - INFO - [Train] step: 125399, loss_mpn: 0.015448, loss_rec: 0.078015, loss_semantic: 0.877167, loss_idmrf: 6.865809, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:14:07,396 - INFO - [Train] step: 125499, loss_mpn: 0.010546, loss_rec: 0.052333, loss_semantic: 0.588459, loss_idmrf: 3.762786, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:14:40,136 - INFO - [Train] step: 125599, loss_mpn: 0.018381, loss_rec: 0.080692, loss_semantic: 0.753370, loss_idmrf: 6.937103, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:15:12,868 - INFO - [Train] step: 125699, loss_mpn: 0.032485, loss_rec: 0.074975, loss_semantic: 0.881304, loss_idmrf: 11.172730, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:15:45,616 - INFO - [Train] step: 125799, loss_mpn: 0.040041, loss_rec: 0.093875, loss_semantic: 0.991802, loss_idmrf: 11.600697, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:16:18,338 - INFO - [Train] step: 125899, loss_mpn: 0.022868, loss_rec: 0.059259, loss_semantic: 0.712586, loss_idmrf: 8.012579, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:16:51,108 - INFO - [Train] step: 125999, loss_mpn: 0.047892, loss_rec: 0.044204, loss_semantic: 0.616118, loss_idmrf: 8.569367, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:17:33,755 - INFO - [Eval] step: 125999, bce: 0.064158, psnr: 23.740789, ssim: 0.800946, lpips: 0.200758
+2023-03-22 06:18:10,357 - INFO - [Train] step: 126099, loss_mpn: 0.033447, loss_rec: 0.133405, loss_semantic: 1.238746, loss_idmrf: 13.028658, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:18:43,062 - INFO - [Train] step: 126199, loss_mpn: 0.026768, loss_rec: 0.078982, loss_semantic: 0.792521, loss_idmrf: 11.684996, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:19:15,725 - INFO - [Train] step: 126299, loss_mpn: 0.022383, loss_rec: 0.064937, loss_semantic: 0.614902, loss_idmrf: 9.121065, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:19:48,483 - INFO - [Train] step: 126399, loss_mpn: 0.035368, loss_rec: 0.091649, loss_semantic: 0.810428, loss_idmrf: 12.346822, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:20:21,140 - INFO - [Train] step: 126499, loss_mpn: 0.057855, loss_rec: 0.105823, loss_semantic: 1.072486, loss_idmrf: 16.366093, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:20:53,829 - INFO - [Train] step: 126599, loss_mpn: 0.027880, loss_rec: 0.076636, loss_semantic: 0.771879, loss_idmrf: 9.514338, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:21:26,573 - INFO - [Train] step: 126699, loss_mpn: 0.036209, loss_rec: 0.092438, loss_semantic: 0.909598, loss_idmrf: 10.772356, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:21:59,232 - INFO - [Train] step: 126799, loss_mpn: 0.011689, loss_rec: 0.065050, loss_semantic: 0.689751, loss_idmrf: 5.822105, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:22:31,823 - INFO - [Train] step: 126899, loss_mpn: 0.032123, loss_rec: 0.063573, loss_semantic: 0.757127, loss_idmrf: 10.664761, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:23:04,593 - INFO - [Train] step: 126999, loss_mpn: 0.027859, loss_rec: 0.079468, loss_semantic: 0.913329, loss_idmrf: 11.319185, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:23:46,233 - INFO - [Eval] step: 126999, bce: 0.062049, psnr: 23.884212, ssim: 0.801921, lpips: 0.200459
+2023-03-22 06:24:22,670 - INFO - [Train] step: 127099, loss_mpn: 0.023409, loss_rec: 0.054202, loss_semantic: 0.670841, loss_idmrf: 10.650769, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:24:55,319 - INFO - [Train] step: 127199, loss_mpn: 0.046673, loss_rec: 0.080987, loss_semantic: 0.835332, loss_idmrf: 9.845735, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:25:28,066 - INFO - [Train] step: 127299, loss_mpn: 0.012539, loss_rec: 0.048135, loss_semantic: 0.611238, loss_idmrf: 8.043164, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:26:00,693 - INFO - [Train] step: 127399, loss_mpn: 0.037654, loss_rec: 0.101260, loss_semantic: 1.010493, loss_idmrf: 12.072914, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:26:33,410 - INFO - [Train] step: 127499, loss_mpn: 0.036223, loss_rec: 0.077543, loss_semantic: 0.743580, loss_idmrf: 8.543961, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:27:06,113 - INFO - [Train] step: 127599, loss_mpn: 0.018560, loss_rec: 0.067127, loss_semantic: 0.808187, loss_idmrf: 8.016136, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:27:38,844 - INFO - [Train] step: 127699, loss_mpn: 0.024230, loss_rec: 0.088555, loss_semantic: 0.818322, loss_idmrf: 9.354324, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:28:11,611 - INFO - [Train] step: 127799, loss_mpn: 0.021220, loss_rec: 0.089379, loss_semantic: 0.990594, loss_idmrf: 10.923455, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:28:44,310 - INFO - [Train] step: 127899, loss_mpn: 0.027622, loss_rec: 0.057527, loss_semantic: 0.717634, loss_idmrf: 6.626901, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:29:17,108 - INFO - [Train] step: 127999, loss_mpn: 0.006726, loss_rec: 0.035421, loss_semantic: 0.514102, loss_idmrf: 2.571286, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:29:58,874 - INFO - [Eval] step: 127999, bce: 0.068039, psnr: 23.873842, ssim: 0.803089, lpips: 0.202979
+2023-03-22 06:30:35,358 - INFO - [Train] step: 128099, loss_mpn: 0.035861, loss_rec: 0.075030, loss_semantic: 0.894733, loss_idmrf: 9.024795, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:31:08,044 - INFO - [Train] step: 128199, loss_mpn: 0.056801, loss_rec: 0.102755, loss_semantic: 1.053099, loss_idmrf: 15.067449, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:31:40,766 - INFO - [Train] step: 128299, loss_mpn: 0.016049, loss_rec: 0.075156, loss_semantic: 0.770287, loss_idmrf: 10.067071, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:32:13,481 - INFO - [Train] step: 128399, loss_mpn: 0.034913, loss_rec: 0.061276, loss_semantic: 0.814732, loss_idmrf: 13.713960, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:32:46,204 - INFO - [Train] step: 128499, loss_mpn: 0.034386, loss_rec: 0.082488, loss_semantic: 0.828333, loss_idmrf: 8.867746, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:33:18,931 - INFO - [Train] step: 128599, loss_mpn: 0.045831, loss_rec: 0.095795, loss_semantic: 0.919542, loss_idmrf: 12.411102, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:33:51,651 - INFO - [Train] step: 128699, loss_mpn: 0.039983, loss_rec: 0.092672, loss_semantic: 0.793636, loss_idmrf: 11.323211, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:34:24,357 - INFO - [Train] step: 128799, loss_mpn: 0.047432, loss_rec: 0.071784, loss_semantic: 0.808515, loss_idmrf: 9.769133, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:34:57,036 - INFO - [Train] step: 128899, loss_mpn: 0.026130, loss_rec: 0.093609, loss_semantic: 1.018900, loss_idmrf: 10.567012, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:35:29,730 - INFO - [Train] step: 128999, loss_mpn: 0.019024, loss_rec: 0.065395, loss_semantic: 0.659860, loss_idmrf: 5.743018, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:36:11,222 - INFO - [Eval] step: 128999, bce: 0.064164, psnr: 23.724373, ssim: 0.804277, lpips: 0.199082
+2023-03-22 06:36:47,729 - INFO - [Train] step: 129099, loss_mpn: 0.021291, loss_rec: 0.077134, loss_semantic: 0.824744, loss_idmrf: 9.600473, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:37:20,446 - INFO - [Train] step: 129199, loss_mpn: 0.039758, loss_rec: 0.092200, loss_semantic: 0.969966, loss_idmrf: 9.231053, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:37:53,254 - INFO - [Train] step: 129299, loss_mpn: 0.079572, loss_rec: 0.121551, loss_semantic: 1.037670, loss_idmrf: 21.415485, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:38:25,981 - INFO - [Train] step: 129399, loss_mpn: 0.026501, loss_rec: 0.063799, loss_semantic: 0.764696, loss_idmrf: 7.790922, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:38:58,716 - INFO - [Train] step: 129499, loss_mpn: 0.017601, loss_rec: 0.084412, loss_semantic: 0.818745, loss_idmrf: 10.208001, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:39:31,477 - INFO - [Train] step: 129599, loss_mpn: 0.032391, loss_rec: 0.113912, loss_semantic: 0.948766, loss_idmrf: 15.797724, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:40:04,195 - INFO - [Train] step: 129699, loss_mpn: 0.023615, loss_rec: 0.078059, loss_semantic: 0.847105, loss_idmrf: 7.815326, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:40:36,934 - INFO - [Train] step: 129799, loss_mpn: 0.050801, loss_rec: 0.090240, loss_semantic: 0.921095, loss_idmrf: 13.943212, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:41:09,710 - INFO - [Train] step: 129899, loss_mpn: 0.029446, loss_rec: 0.084506, loss_semantic: 1.064017, loss_idmrf: 10.110941, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:41:42,432 - INFO - [Train] step: 129999, loss_mpn: 0.033041, loss_rec: 0.080780, loss_semantic: 0.875898, loss_idmrf: 10.351042, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:42:23,777 - INFO - [Eval] step: 129999, bce: 0.067639, psnr: 23.811951, ssim: 0.802758, lpips: 0.203875
+2023-03-22 06:43:00,317 - INFO - [Train] step: 130099, loss_mpn: 0.025734, loss_rec: 0.058630, loss_semantic: 0.643831, loss_idmrf: 7.328856, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:43:32,890 - INFO - [Train] step: 130199, loss_mpn: 0.017460, loss_rec: 0.066583, loss_semantic: 0.694519, loss_idmrf: 6.819849, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:44:05,647 - INFO - [Train] step: 130299, loss_mpn: 0.033106, loss_rec: 0.085621, loss_semantic: 0.751436, loss_idmrf: 6.990329, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:44:38,315 - INFO - [Train] step: 130399, loss_mpn: 0.048476, loss_rec: 0.111439, loss_semantic: 1.051221, loss_idmrf: 13.361044, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:45:10,967 - INFO - [Train] step: 130499, loss_mpn: 0.040494, loss_rec: 0.086043, loss_semantic: 0.903351, loss_idmrf: 11.281885, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:45:43,670 - INFO - [Train] step: 130599, loss_mpn: 0.014200, loss_rec: 0.059961, loss_semantic: 0.664254, loss_idmrf: 6.390264, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:46:16,417 - INFO - [Train] step: 130699, loss_mpn: 0.005110, loss_rec: 0.036300, loss_semantic: 0.443875, loss_idmrf: 3.355870, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:46:49,075 - INFO - [Train] step: 130799, loss_mpn: 0.021821, loss_rec: 0.047846, loss_semantic: 0.705390, loss_idmrf: 9.085989, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:47:21,884 - INFO - [Train] step: 130899, loss_mpn: 0.018991, loss_rec: 0.065183, loss_semantic: 0.744203, loss_idmrf: 6.690141, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:47:54,663 - INFO - [Train] step: 130999, loss_mpn: 0.021456, loss_rec: 0.068692, loss_semantic: 0.869765, loss_idmrf: 9.234998, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:48:35,770 - INFO - [Eval] step: 130999, bce: 0.063110, psnr: 23.741753, ssim: 0.798934, lpips: 0.200073
+2023-03-22 06:49:12,250 - INFO - [Train] step: 131099, loss_mpn: 0.025496, loss_rec: 0.088611, loss_semantic: 0.904546, loss_idmrf: 9.307495, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:49:44,970 - INFO - [Train] step: 131199, loss_mpn: 0.063873, loss_rec: 0.101053, loss_semantic: 0.982079, loss_idmrf: 13.220377, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:50:17,693 - INFO - [Train] step: 131299, loss_mpn: 0.023835, loss_rec: 0.063607, loss_semantic: 0.668342, loss_idmrf: 8.023993, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:50:50,427 - INFO - [Train] step: 131399, loss_mpn: 0.023792, loss_rec: 0.087052, loss_semantic: 0.908389, loss_idmrf: 8.766179, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:51:23,097 - INFO - [Train] step: 131499, loss_mpn: 0.029109, loss_rec: 0.082420, loss_semantic: 0.906105, loss_idmrf: 8.756743, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:51:55,827 - INFO - [Train] step: 131599, loss_mpn: 0.059029, loss_rec: 0.119043, loss_semantic: 1.104059, loss_idmrf: 14.474569, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:52:28,498 - INFO - [Train] step: 131699, loss_mpn: 0.014610, loss_rec: 0.038753, loss_semantic: 0.459865, loss_idmrf: 5.753414, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:53:01,143 - INFO - [Train] step: 131799, loss_mpn: 0.018530, loss_rec: 0.047229, loss_semantic: 0.645142, loss_idmrf: 4.900889, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:53:33,855 - INFO - [Train] step: 131899, loss_mpn: 0.019085, loss_rec: 0.052706, loss_semantic: 0.617257, loss_idmrf: 5.865302, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:54:06,589 - INFO - [Train] step: 131999, loss_mpn: 0.049135, loss_rec: 0.094932, loss_semantic: 0.949828, loss_idmrf: 9.903858, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:54:47,606 - INFO - [Eval] step: 131999, bce: 0.061881, psnr: 23.730694, ssim: 0.802889, lpips: 0.202297
+2023-03-22 06:55:24,034 - INFO - [Train] step: 132099, loss_mpn: 0.018419, loss_rec: 0.044415, loss_semantic: 0.557041, loss_idmrf: 5.799600, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:55:56,643 - INFO - [Train] step: 132199, loss_mpn: 0.021349, loss_rec: 0.055195, loss_semantic: 0.632185, loss_idmrf: 8.817175, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:56:29,328 - INFO - [Train] step: 132299, loss_mpn: 0.026115, loss_rec: 0.072654, loss_semantic: 0.854534, loss_idmrf: 10.169212, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:57:01,969 - INFO - [Train] step: 132399, loss_mpn: 0.018762, loss_rec: 0.082667, loss_semantic: 0.822671, loss_idmrf: 7.056979, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:57:34,680 - INFO - [Train] step: 132499, loss_mpn: 0.025822, loss_rec: 0.039396, loss_semantic: 0.513175, loss_idmrf: 6.340285, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:58:07,419 - INFO - [Train] step: 132599, loss_mpn: 0.039557, loss_rec: 0.076363, loss_semantic: 0.812987, loss_idmrf: 13.180999, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:58:40,113 - INFO - [Train] step: 132699, loss_mpn: 0.027239, loss_rec: 0.065879, loss_semantic: 0.804202, loss_idmrf: 14.746557, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:59:12,823 - INFO - [Train] step: 132799, loss_mpn: 0.006734, loss_rec: 0.047184, loss_semantic: 0.535253, loss_idmrf: 5.489352, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:59:45,579 - INFO - [Train] step: 132899, loss_mpn: 0.008114, loss_rec: 0.058725, loss_semantic: 0.602121, loss_idmrf: 4.257062, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:00:18,343 - INFO - [Train] step: 132999, loss_mpn: 0.013784, loss_rec: 0.057130, loss_semantic: 0.615034, loss_idmrf: 5.855939, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:01:00,077 - INFO - [Eval] step: 132999, bce: 0.060048, psnr: 23.942392, ssim: 0.802536, lpips: 0.199020
+2023-03-22 07:01:36,546 - INFO - [Train] step: 133099, loss_mpn: 0.033612, loss_rec: 0.099506, loss_semantic: 0.911308, loss_idmrf: 14.847385, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:02:09,190 - INFO - [Train] step: 133199, loss_mpn: 0.020622, loss_rec: 0.076584, loss_semantic: 0.945752, loss_idmrf: 11.300076, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:02:41,981 - INFO - [Train] step: 133299, loss_mpn: 0.028872, loss_rec: 0.071057, loss_semantic: 0.788065, loss_idmrf: 10.228291, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:03:14,692 - INFO - [Train] step: 133399, loss_mpn: 0.016562, loss_rec: 0.046664, loss_semantic: 0.656376, loss_idmrf: 9.050659, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:03:47,411 - INFO - [Train] step: 133499, loss_mpn: 0.020700, loss_rec: 0.052616, loss_semantic: 0.648997, loss_idmrf: 10.041611, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:04:20,109 - INFO - [Train] step: 133599, loss_mpn: 0.026146, loss_rec: 0.051180, loss_semantic: 0.567814, loss_idmrf: 8.923685, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:04:52,817 - INFO - [Train] step: 133699, loss_mpn: 0.027849, loss_rec: 0.083087, loss_semantic: 0.813691, loss_idmrf: 9.877090, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:05:25,571 - INFO - [Train] step: 133799, loss_mpn: 0.036919, loss_rec: 0.091714, loss_semantic: 0.910449, loss_idmrf: 12.657932, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:05:58,335 - INFO - [Train] step: 133899, loss_mpn: 0.074608, loss_rec: 0.085401, loss_semantic: 0.827279, loss_idmrf: 8.107385, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:06:31,006 - INFO - [Train] step: 133999, loss_mpn: 0.019893, loss_rec: 0.067580, loss_semantic: 0.787133, loss_idmrf: 9.576370, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:07:11,829 - INFO - [Eval] step: 133999, bce: 0.059436, psnr: 23.848074, ssim: 0.804193, lpips: 0.203527
+2023-03-22 07:07:47,990 - INFO - [Train] step: 134099, loss_mpn: 0.020509, loss_rec: 0.078745, loss_semantic: 0.822079, loss_idmrf: 6.095688, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:08:20,449 - INFO - [Train] step: 134199, loss_mpn: 0.023664, loss_rec: 0.075174, loss_semantic: 0.784258, loss_idmrf: 6.502433, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:08:52,911 - INFO - [Train] step: 134299, loss_mpn: 0.058232, loss_rec: 0.132920, loss_semantic: 1.093180, loss_idmrf: 17.750767, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:09:25,303 - INFO - [Train] step: 134399, loss_mpn: 0.020725, loss_rec: 0.051209, loss_semantic: 0.561746, loss_idmrf: 7.190698, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:09:57,813 - INFO - [Train] step: 134499, loss_mpn: 0.011691, loss_rec: 0.065395, loss_semantic: 0.793620, loss_idmrf: 7.799289, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:10:30,192 - INFO - [Train] step: 134599, loss_mpn: 0.017788, loss_rec: 0.053631, loss_semantic: 0.588436, loss_idmrf: 7.909430, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:11:02,588 - INFO - [Train] step: 134699, loss_mpn: 0.029907, loss_rec: 0.075049, loss_semantic: 0.847053, loss_idmrf: 8.079674, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:11:34,929 - INFO - [Train] step: 134799, loss_mpn: 0.011696, loss_rec: 0.045810, loss_semantic: 0.574926, loss_idmrf: 5.242825, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:12:07,246 - INFO - [Train] step: 134899, loss_mpn: 0.033611, loss_rec: 0.089080, loss_semantic: 0.897546, loss_idmrf: 9.149725, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:12:39,525 - INFO - [Train] step: 134999, loss_mpn: 0.011823, loss_rec: 0.037592, loss_semantic: 0.508811, loss_idmrf: 5.230330, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:13:19,977 - INFO - [Eval] step: 134999, bce: 0.059654, psnr: 23.686821, ssim: 0.804280, lpips: 0.198271
+2023-03-22 07:13:55,944 - INFO - [Train] step: 135099, loss_mpn: 0.021314, loss_rec: 0.076495, loss_semantic: 0.928181, loss_idmrf: 12.434996, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:14:28,101 - INFO - [Train] step: 135199, loss_mpn: 0.034545, loss_rec: 0.084222, loss_semantic: 0.824024, loss_idmrf: 9.470021, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:15:00,320 - INFO - [Train] step: 135299, loss_mpn: 0.011491, loss_rec: 0.039214, loss_semantic: 0.563603, loss_idmrf: 5.861420, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:15:32,507 - INFO - [Train] step: 135399, loss_mpn: 0.029921, loss_rec: 0.094584, loss_semantic: 1.002153, loss_idmrf: 8.534675, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:16:04,774 - INFO - [Train] step: 135499, loss_mpn: 0.043424, loss_rec: 0.105873, loss_semantic: 1.066966, loss_idmrf: 14.549229, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:16:36,998 - INFO - [Train] step: 135599, loss_mpn: 0.024071, loss_rec: 0.057900, loss_semantic: 0.859274, loss_idmrf: 12.091647, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:17:09,230 - INFO - [Train] step: 135699, loss_mpn: 0.033410, loss_rec: 0.106147, loss_semantic: 0.997042, loss_idmrf: 12.621151, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:17:41,356 - INFO - [Train] step: 135799, loss_mpn: 0.042689, loss_rec: 0.098023, loss_semantic: 0.930845, loss_idmrf: 9.962904, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:18:13,517 - INFO - [Train] step: 135899, loss_mpn: 0.020628, loss_rec: 0.072910, loss_semantic: 0.728677, loss_idmrf: 11.377666, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:18:45,669 - INFO - [Train] step: 135999, loss_mpn: 0.008570, loss_rec: 0.053596, loss_semantic: 0.579567, loss_idmrf: 7.257605, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:19:26,078 - INFO - [Eval] step: 135999, bce: 0.063103, psnr: 23.817600, ssim: 0.796157, lpips: 0.199912
+2023-03-22 07:20:01,879 - INFO - [Train] step: 136099, loss_mpn: 0.017081, loss_rec: 0.081019, loss_semantic: 0.785583, loss_idmrf: 6.313410, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:20:33,931 - INFO - [Train] step: 136199, loss_mpn: 0.033658, loss_rec: 0.063844, loss_semantic: 0.707927, loss_idmrf: 7.205441, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:21:06,071 - INFO - [Train] step: 136299, loss_mpn: 0.028475, loss_rec: 0.086869, loss_semantic: 0.954023, loss_idmrf: 11.239262, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:21:38,201 - INFO - [Train] step: 136399, loss_mpn: 0.033948, loss_rec: 0.096870, loss_semantic: 0.950262, loss_idmrf: 12.422388, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:22:10,324 - INFO - [Train] step: 136499, loss_mpn: 0.034161, loss_rec: 0.068214, loss_semantic: 0.739005, loss_idmrf: 10.685700, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:22:42,469 - INFO - [Train] step: 136599, loss_mpn: 0.022450, loss_rec: 0.043043, loss_semantic: 0.577369, loss_idmrf: 8.082006, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:23:14,617 - INFO - [Train] step: 136699, loss_mpn: 0.025962, loss_rec: 0.090906, loss_semantic: 0.969290, loss_idmrf: 10.806204, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:23:46,787 - INFO - [Train] step: 136799, loss_mpn: 0.039807, loss_rec: 0.082467, loss_semantic: 1.010066, loss_idmrf: 13.964624, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:24:18,985 - INFO - [Train] step: 136899, loss_mpn: 0.032810, loss_rec: 0.083941, loss_semantic: 1.004157, loss_idmrf: 14.754864, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:24:51,150 - INFO - [Train] step: 136999, loss_mpn: 0.037621, loss_rec: 0.086491, loss_semantic: 0.889798, loss_idmrf: 11.131778, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:25:31,484 - INFO - [Eval] step: 136999, bce: 0.060507, psnr: 23.885393, ssim: 0.805627, lpips: 0.199636
+2023-03-22 07:26:07,276 - INFO - [Train] step: 137099, loss_mpn: 0.021058, loss_rec: 0.063089, loss_semantic: 0.683459, loss_idmrf: 7.252907, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:26:39,369 - INFO - [Train] step: 137199, loss_mpn: 0.017676, loss_rec: 0.057187, loss_semantic: 0.731193, loss_idmrf: 6.753357, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:27:11,462 - INFO - [Train] step: 137299, loss_mpn: 0.011785, loss_rec: 0.035316, loss_semantic: 0.527986, loss_idmrf: 6.094153, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:27:43,647 - INFO - [Train] step: 137399, loss_mpn: 0.008865, loss_rec: 0.043519, loss_semantic: 0.603870, loss_idmrf: 4.859765, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:28:15,729 - INFO - [Train] step: 137499, loss_mpn: 0.023894, loss_rec: 0.061114, loss_semantic: 0.759454, loss_idmrf: 9.041043, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:28:47,891 - INFO - [Train] step: 137599, loss_mpn: 0.027669, loss_rec: 0.075032, loss_semantic: 0.678674, loss_idmrf: 7.596630, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:29:20,026 - INFO - [Train] step: 137699, loss_mpn: 0.013848, loss_rec: 0.069456, loss_semantic: 0.775115, loss_idmrf: 6.728410, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:29:52,140 - INFO - [Train] step: 137799, loss_mpn: 0.013870, loss_rec: 0.048608, loss_semantic: 0.639054, loss_idmrf: 9.336979, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:30:24,337 - INFO - [Train] step: 137899, loss_mpn: 0.020766, loss_rec: 0.068894, loss_semantic: 0.754081, loss_idmrf: 8.297244, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:30:56,462 - INFO - [Train] step: 137999, loss_mpn: 0.027791, loss_rec: 0.075960, loss_semantic: 0.898731, loss_idmrf: 10.961836, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:31:36,786 - INFO - [Eval] step: 137999, bce: 0.059763, psnr: 23.830635, ssim: 0.802768, lpips: 0.199306
+2023-03-22 07:32:12,487 - INFO - [Train] step: 138099, loss_mpn: 0.022923, loss_rec: 0.080483, loss_semantic: 0.970881, loss_idmrf: 8.969185, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:32:44,602 - INFO - [Train] step: 138199, loss_mpn: 0.028133, loss_rec: 0.075971, loss_semantic: 0.931135, loss_idmrf: 13.233046, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:33:16,783 - INFO - [Train] step: 138299, loss_mpn: 0.021057, loss_rec: 0.063022, loss_semantic: 0.833527, loss_idmrf: 12.133921, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:33:48,943 - INFO - [Train] step: 138399, loss_mpn: 0.035095, loss_rec: 0.063449, loss_semantic: 0.868863, loss_idmrf: 12.158879, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:34:21,146 - INFO - [Train] step: 138499, loss_mpn: 0.035454, loss_rec: 0.092574, loss_semantic: 0.852995, loss_idmrf: 10.001906, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:34:53,311 - INFO - [Train] step: 138599, loss_mpn: 0.026954, loss_rec: 0.119807, loss_semantic: 1.075734, loss_idmrf: 10.809671, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:35:25,499 - INFO - [Train] step: 138699, loss_mpn: 0.021840, loss_rec: 0.051028, loss_semantic: 0.675177, loss_idmrf: 9.493246, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:35:57,671 - INFO - [Train] step: 138799, loss_mpn: 0.039195, loss_rec: 0.129055, loss_semantic: 1.236766, loss_idmrf: 14.183416, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:36:29,856 - INFO - [Train] step: 138899, loss_mpn: 0.030529, loss_rec: 0.096669, loss_semantic: 0.941278, loss_idmrf: 8.755966, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:37:01,993 - INFO - [Train] step: 138999, loss_mpn: 0.026377, loss_rec: 0.071662, loss_semantic: 0.809682, loss_idmrf: 10.756644, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:37:42,421 - INFO - [Eval] step: 138999, bce: 0.061533, psnr: 23.906061, ssim: 0.804009, lpips: 0.201147
+2023-03-22 07:38:18,170 - INFO - [Train] step: 139099, loss_mpn: 0.028180, loss_rec: 0.066416, loss_semantic: 0.776529, loss_idmrf: 7.956114, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:38:50,361 - INFO - [Train] step: 139199, loss_mpn: 0.036194, loss_rec: 0.092856, loss_semantic: 1.059663, loss_idmrf: 12.816833, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:39:22,563 - INFO - [Train] step: 139299, loss_mpn: 0.022487, loss_rec: 0.094644, loss_semantic: 0.939605, loss_idmrf: 8.756839, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:39:54,794 - INFO - [Train] step: 139399, loss_mpn: 0.028238, loss_rec: 0.082780, loss_semantic: 0.819861, loss_idmrf: 10.207781, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:40:27,047 - INFO - [Train] step: 139499, loss_mpn: 0.037656, loss_rec: 0.084333, loss_semantic: 0.865353, loss_idmrf: 11.370989, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:40:59,194 - INFO - [Train] step: 139599, loss_mpn: 0.046292, loss_rec: 0.122210, loss_semantic: 1.010388, loss_idmrf: 9.546488, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:41:31,410 - INFO - [Train] step: 139699, loss_mpn: 0.021802, loss_rec: 0.084977, loss_semantic: 0.916380, loss_idmrf: 7.305638, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:42:03,597 - INFO - [Train] step: 139799, loss_mpn: 0.029060, loss_rec: 0.099330, loss_semantic: 1.062485, loss_idmrf: 11.277841, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:42:35,822 - INFO - [Train] step: 139899, loss_mpn: 0.023652, loss_rec: 0.063501, loss_semantic: 0.753044, loss_idmrf: 10.031376, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:43:08,093 - INFO - [Train] step: 139999, loss_mpn: 0.035329, loss_rec: 0.077281, loss_semantic: 0.866262, loss_idmrf: 10.094466, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:43:48,828 - INFO - [Eval] step: 139999, bce: 0.060406, psnr: 23.922203, ssim: 0.806474, lpips: 0.199233
+2023-03-22 07:44:24,669 - INFO - [Train] step: 140099, loss_mpn: 0.011192, loss_rec: 0.058709, loss_semantic: 0.608604, loss_idmrf: 3.925925, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:44:56,824 - INFO - [Train] step: 140199, loss_mpn: 0.018902, loss_rec: 0.061886, loss_semantic: 0.698055, loss_idmrf: 5.244411, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:45:29,064 - INFO - [Train] step: 140299, loss_mpn: 0.022163, loss_rec: 0.068938, loss_semantic: 0.657832, loss_idmrf: 8.914864, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:46:01,212 - INFO - [Train] step: 140399, loss_mpn: 0.009249, loss_rec: 0.028728, loss_semantic: 0.423996, loss_idmrf: 7.054150, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:46:33,451 - INFO - [Train] step: 140499, loss_mpn: 0.034853, loss_rec: 0.078786, loss_semantic: 0.837749, loss_idmrf: 11.166418, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:47:05,635 - INFO - [Train] step: 140599, loss_mpn: 0.016854, loss_rec: 0.054601, loss_semantic: 0.530534, loss_idmrf: 6.953501, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:47:37,816 - INFO - [Train] step: 140699, loss_mpn: 0.016226, loss_rec: 0.047848, loss_semantic: 0.632142, loss_idmrf: 11.087265, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:48:10,101 - INFO - [Train] step: 140799, loss_mpn: 0.020566, loss_rec: 0.068877, loss_semantic: 0.668726, loss_idmrf: 8.291936, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:48:42,342 - INFO - [Train] step: 140899, loss_mpn: 0.024519, loss_rec: 0.062354, loss_semantic: 0.768730, loss_idmrf: 9.376557, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:49:14,579 - INFO - [Train] step: 140999, loss_mpn: 0.055686, loss_rec: 0.090385, loss_semantic: 1.040160, loss_idmrf: 15.972652, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:49:55,192 - INFO - [Eval] step: 140999, bce: 0.060789, psnr: 23.969757, ssim: 0.805406, lpips: 0.198874
+2023-03-22 07:50:31,063 - INFO - [Train] step: 141099, loss_mpn: 0.017836, loss_rec: 0.058216, loss_semantic: 0.636880, loss_idmrf: 7.586483, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:51:03,198 - INFO - [Train] step: 141199, loss_mpn: 0.019691, loss_rec: 0.066005, loss_semantic: 0.762285, loss_idmrf: 7.424690, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:51:35,381 - INFO - [Train] step: 141299, loss_mpn: 0.055619, loss_rec: 0.082026, loss_semantic: 0.853624, loss_idmrf: 13.345082, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:52:07,543 - INFO - [Train] step: 141399, loss_mpn: 0.013269, loss_rec: 0.035145, loss_semantic: 0.470983, loss_idmrf: 6.020966, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:52:39,766 - INFO - [Train] step: 141499, loss_mpn: 0.026409, loss_rec: 0.078501, loss_semantic: 0.804893, loss_idmrf: 8.725644, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:53:11,994 - INFO - [Train] step: 141599, loss_mpn: 0.041133, loss_rec: 0.078947, loss_semantic: 0.762754, loss_idmrf: 9.220605, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:53:44,224 - INFO - [Train] step: 141699, loss_mpn: 0.019406, loss_rec: 0.061904, loss_semantic: 0.706645, loss_idmrf: 7.872550, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:54:16,463 - INFO - [Train] step: 141799, loss_mpn: 0.017916, loss_rec: 0.059468, loss_semantic: 0.651809, loss_idmrf: 6.213754, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:54:48,643 - INFO - [Train] step: 141899, loss_mpn: 0.022496, loss_rec: 0.085142, loss_semantic: 0.867558, loss_idmrf: 8.654634, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:55:20,817 - INFO - [Train] step: 141999, loss_mpn: 0.023280, loss_rec: 0.073425, loss_semantic: 0.726558, loss_idmrf: 10.906926, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:56:01,629 - INFO - [Eval] step: 141999, bce: 0.058319, psnr: 23.773705, ssim: 0.806441, lpips: 0.199108
+2023-03-22 07:56:37,387 - INFO - [Train] step: 142099, loss_mpn: 0.026016, loss_rec: 0.071352, loss_semantic: 0.816722, loss_idmrf: 7.719509, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:57:09,464 - INFO - [Train] step: 142199, loss_mpn: 0.022085, loss_rec: 0.045094, loss_semantic: 0.461567, loss_idmrf: 8.119886, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:57:41,706 - INFO - [Train] step: 142299, loss_mpn: 0.023805, loss_rec: 0.075170, loss_semantic: 0.965728, loss_idmrf: 9.205672, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:58:13,863 - INFO - [Train] step: 142399, loss_mpn: 0.029431, loss_rec: 0.078500, loss_semantic: 0.903076, loss_idmrf: 11.378755, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:58:45,997 - INFO - [Train] step: 142499, loss_mpn: 0.008775, loss_rec: 0.055697, loss_semantic: 0.660319, loss_idmrf: 6.117753, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:59:18,235 - INFO - [Train] step: 142599, loss_mpn: 0.039635, loss_rec: 0.082025, loss_semantic: 0.820723, loss_idmrf: 12.891130, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:59:50,581 - INFO - [Train] step: 142699, loss_mpn: 0.042537, loss_rec: 0.094381, loss_semantic: 1.058608, loss_idmrf: 11.416351, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:00:22,789 - INFO - [Train] step: 142799, loss_mpn: 0.026703, loss_rec: 0.082039, loss_semantic: 0.779942, loss_idmrf: 9.122343, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:00:55,049 - INFO - [Train] step: 142899, loss_mpn: 0.029550, loss_rec: 0.069962, loss_semantic: 0.761549, loss_idmrf: 12.573822, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:01:27,254 - INFO - [Train] step: 142999, loss_mpn: 0.041729, loss_rec: 0.095541, loss_semantic: 1.051974, loss_idmrf: 10.799355, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:02:07,855 - INFO - [Eval] step: 142999, bce: 0.058308, psnr: 23.885967, ssim: 0.804855, lpips: 0.198522
+2023-03-22 08:02:43,607 - INFO - [Train] step: 143099, loss_mpn: 0.017225, loss_rec: 0.042022, loss_semantic: 0.573797, loss_idmrf: 10.441618, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:03:15,783 - INFO - [Train] step: 143199, loss_mpn: 0.014714, loss_rec: 0.041920, loss_semantic: 0.510519, loss_idmrf: 6.204631, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:03:48,010 - INFO - [Train] step: 143299, loss_mpn: 0.032842, loss_rec: 0.076811, loss_semantic: 0.821400, loss_idmrf: 11.653526, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:04:20,181 - INFO - [Train] step: 143399, loss_mpn: 0.014708, loss_rec: 0.083119, loss_semantic: 0.841182, loss_idmrf: 6.666979, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:04:52,417 - INFO - [Train] step: 143499, loss_mpn: 0.022436, loss_rec: 0.062822, loss_semantic: 0.745209, loss_idmrf: 8.905931, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:05:24,612 - INFO - [Train] step: 143599, loss_mpn: 0.031787, loss_rec: 0.089148, loss_semantic: 0.871774, loss_idmrf: 10.366025, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:05:56,872 - INFO - [Train] step: 143699, loss_mpn: 0.013309, loss_rec: 0.049184, loss_semantic: 0.632177, loss_idmrf: 8.211348, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:06:29,116 - INFO - [Train] step: 143799, loss_mpn: 0.042541, loss_rec: 0.136506, loss_semantic: 1.063131, loss_idmrf: 15.376221, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:07:01,323 - INFO - [Train] step: 143899, loss_mpn: 0.037363, loss_rec: 0.085848, loss_semantic: 0.820762, loss_idmrf: 10.532682, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:07:33,481 - INFO - [Train] step: 143999, loss_mpn: 0.017104, loss_rec: 0.063930, loss_semantic: 0.737366, loss_idmrf: 7.302114, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:08:14,218 - INFO - [Eval] step: 143999, bce: 0.055979, psnr: 23.913967, ssim: 0.807604, lpips: 0.195920
+2023-03-22 08:08:50,074 - INFO - [Train] step: 144099, loss_mpn: 0.020434, loss_rec: 0.065893, loss_semantic: 0.690555, loss_idmrf: 5.616379, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:09:22,201 - INFO - [Train] step: 144199, loss_mpn: 0.028048, loss_rec: 0.085923, loss_semantic: 0.918512, loss_idmrf: 8.017339, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:09:54,451 - INFO - [Train] step: 144299, loss_mpn: 0.030478, loss_rec: 0.088533, loss_semantic: 0.929685, loss_idmrf: 11.778893, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:10:26,736 - INFO - [Train] step: 144399, loss_mpn: 0.024176, loss_rec: 0.075914, loss_semantic: 0.836443, loss_idmrf: 9.621342, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:10:58,954 - INFO - [Train] step: 144499, loss_mpn: 0.009176, loss_rec: 0.037387, loss_semantic: 0.520983, loss_idmrf: 5.473925, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:11:31,138 - INFO - [Train] step: 144599, loss_mpn: 0.020640, loss_rec: 0.075295, loss_semantic: 0.791281, loss_idmrf: 9.355236, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:12:03,408 - INFO - [Train] step: 144699, loss_mpn: 0.012088, loss_rec: 0.053682, loss_semantic: 0.620432, loss_idmrf: 6.152196, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:12:35,656 - INFO - [Train] step: 144799, loss_mpn: 0.021254, loss_rec: 0.082311, loss_semantic: 0.942776, loss_idmrf: 9.124254, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:13:07,862 - INFO - [Train] step: 144899, loss_mpn: 0.021911, loss_rec: 0.077186, loss_semantic: 0.993250, loss_idmrf: 11.095652, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:13:40,103 - INFO - [Train] step: 144999, loss_mpn: 0.022711, loss_rec: 0.047413, loss_semantic: 0.590515, loss_idmrf: 10.849438, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:14:20,654 - INFO - [Eval] step: 144999, bce: 0.058051, psnr: 23.900824, ssim: 0.806822, lpips: 0.198278
+2023-03-22 08:14:56,487 - INFO - [Train] step: 145099, loss_mpn: 0.015606, loss_rec: 0.081767, loss_semantic: 0.806732, loss_idmrf: 6.876855, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:15:28,577 - INFO - [Train] step: 145199, loss_mpn: 0.041709, loss_rec: 0.094595, loss_semantic: 1.027940, loss_idmrf: 15.827797, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:16:00,806 - INFO - [Train] step: 145299, loss_mpn: 0.012697, loss_rec: 0.043877, loss_semantic: 0.490484, loss_idmrf: 4.742778, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:16:33,150 - INFO - [Train] step: 145399, loss_mpn: 0.026016, loss_rec: 0.078231, loss_semantic: 0.809892, loss_idmrf: 15.029373, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:17:05,221 - INFO - [Train] step: 145499, loss_mpn: 0.016787, loss_rec: 0.060153, loss_semantic: 0.731619, loss_idmrf: 10.820801, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:17:37,403 - INFO - [Train] step: 145599, loss_mpn: 0.030622, loss_rec: 0.067611, loss_semantic: 0.807291, loss_idmrf: 13.191593, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:18:09,519 - INFO - [Train] step: 145699, loss_mpn: 0.020634, loss_rec: 0.090000, loss_semantic: 0.905515, loss_idmrf: 10.428729, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:18:41,727 - INFO - [Train] step: 145799, loss_mpn: 0.021846, loss_rec: 0.070738, loss_semantic: 0.844855, loss_idmrf: 8.763334, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:19:13,876 - INFO - [Train] step: 145899, loss_mpn: 0.033491, loss_rec: 0.085966, loss_semantic: 0.916648, loss_idmrf: 12.662554, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:19:46,173 - INFO - [Train] step: 145999, loss_mpn: 0.025106, loss_rec: 0.054396, loss_semantic: 0.610705, loss_idmrf: 7.500769, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:20:26,605 - INFO - [Eval] step: 145999, bce: 0.059252, psnr: 23.971498, ssim: 0.806281, lpips: 0.197658
+2023-03-22 08:21:02,440 - INFO - [Train] step: 146099, loss_mpn: 0.012829, loss_rec: 0.051962, loss_semantic: 0.604120, loss_idmrf: 3.308259, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:21:34,534 - INFO - [Train] step: 146199, loss_mpn: 0.025000, loss_rec: 0.056188, loss_semantic: 0.703428, loss_idmrf: 7.851172, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:22:06,714 - INFO - [Train] step: 146299, loss_mpn: 0.018122, loss_rec: 0.052361, loss_semantic: 0.586021, loss_idmrf: 9.472752, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:22:38,829 - INFO - [Train] step: 146399, loss_mpn: 0.024639, loss_rec: 0.114072, loss_semantic: 1.108622, loss_idmrf: 10.655862, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:23:11,022 - INFO - [Train] step: 146499, loss_mpn: 0.042290, loss_rec: 0.116557, loss_semantic: 1.056872, loss_idmrf: 13.617181, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:23:43,207 - INFO - [Train] step: 146599, loss_mpn: 0.028995, loss_rec: 0.081077, loss_semantic: 0.858619, loss_idmrf: 10.962599, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:24:15,405 - INFO - [Train] step: 146699, loss_mpn: 0.022630, loss_rec: 0.062254, loss_semantic: 0.761433, loss_idmrf: 11.081206, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:24:47,610 - INFO - [Train] step: 146799, loss_mpn: 0.026690, loss_rec: 0.088142, loss_semantic: 0.865233, loss_idmrf: 10.462778, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:25:19,756 - INFO - [Train] step: 146899, loss_mpn: 0.022423, loss_rec: 0.082932, loss_semantic: 0.875616, loss_idmrf: 10.546245, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:25:51,845 - INFO - [Train] step: 146999, loss_mpn: 0.021229, loss_rec: 0.081442, loss_semantic: 0.883507, loss_idmrf: 8.747122, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:26:32,040 - INFO - [Eval] step: 146999, bce: 0.058115, psnr: 23.975601, ssim: 0.807070, lpips: 0.197594
+2023-03-22 08:27:07,841 - INFO - [Train] step: 147099, loss_mpn: 0.034948, loss_rec: 0.078740, loss_semantic: 0.849176, loss_idmrf: 9.364733, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:27:39,932 - INFO - [Train] step: 147199, loss_mpn: 0.013653, loss_rec: 0.079768, loss_semantic: 0.803025, loss_idmrf: 9.005369, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:28:12,175 - INFO - [Train] step: 147299, loss_mpn: 0.030085, loss_rec: 0.073905, loss_semantic: 0.729715, loss_idmrf: 10.721896, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:28:44,363 - INFO - [Train] step: 147399, loss_mpn: 0.031277, loss_rec: 0.066543, loss_semantic: 0.791040, loss_idmrf: 11.179770, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:29:16,616 - INFO - [Train] step: 147499, loss_mpn: 0.026308, loss_rec: 0.068631, loss_semantic: 0.721690, loss_idmrf: 11.799995, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:29:48,786 - INFO - [Train] step: 147599, loss_mpn: 0.014276, loss_rec: 0.073206, loss_semantic: 0.843018, loss_idmrf: 8.357341, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:30:20,957 - INFO - [Train] step: 147699, loss_mpn: 0.049332, loss_rec: 0.085265, loss_semantic: 0.892130, loss_idmrf: 13.086233, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:30:53,095 - INFO - [Train] step: 147799, loss_mpn: 0.023197, loss_rec: 0.080054, loss_semantic: 0.809328, loss_idmrf: 8.431974, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:31:25,279 - INFO - [Train] step: 147899, loss_mpn: 0.042776, loss_rec: 0.093294, loss_semantic: 0.943073, loss_idmrf: 9.745510, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:31:57,477 - INFO - [Train] step: 147999, loss_mpn: 0.023891, loss_rec: 0.042417, loss_semantic: 0.560559, loss_idmrf: 8.896609, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:32:38,841 - INFO - [Eval] step: 147999, bce: 0.059507, psnr: 23.997337, ssim: 0.807502, lpips: 0.197810
+2023-03-22 08:33:14,743 - INFO - [Train] step: 148099, loss_mpn: 0.026240, loss_rec: 0.044614, loss_semantic: 0.657141, loss_idmrf: 9.747941, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:33:46,892 - INFO - [Train] step: 148199, loss_mpn: 0.042770, loss_rec: 0.087322, loss_semantic: 0.887386, loss_idmrf: 12.887862, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:34:19,002 - INFO - [Train] step: 148299, loss_mpn: 0.020192, loss_rec: 0.053228, loss_semantic: 0.669124, loss_idmrf: 7.040188, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:34:51,273 - INFO - [Train] step: 148399, loss_mpn: 0.029496, loss_rec: 0.071696, loss_semantic: 0.832841, loss_idmrf: 7.732823, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:35:23,442 - INFO - [Train] step: 148499, loss_mpn: 0.020683, loss_rec: 0.074598, loss_semantic: 0.781248, loss_idmrf: 8.907192, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:35:55,693 - INFO - [Train] step: 148599, loss_mpn: 0.016108, loss_rec: 0.062182, loss_semantic: 0.620712, loss_idmrf: 4.619494, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:36:27,907 - INFO - [Train] step: 148699, loss_mpn: 0.023420, loss_rec: 0.082933, loss_semantic: 0.891543, loss_idmrf: 9.223438, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:37:00,170 - INFO - [Train] step: 148799, loss_mpn: 0.024757, loss_rec: 0.057620, loss_semantic: 0.718516, loss_idmrf: 8.708489, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:37:32,346 - INFO - [Train] step: 148899, loss_mpn: 0.017343, loss_rec: 0.071152, loss_semantic: 0.752577, loss_idmrf: 10.259382, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:38:04,613 - INFO - [Train] step: 148999, loss_mpn: 0.012653, loss_rec: 0.065840, loss_semantic: 0.731197, loss_idmrf: 6.471593, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:38:44,882 - INFO - [Eval] step: 148999, bce: 0.057170, psnr: 23.962412, ssim: 0.808616, lpips: 0.197108
+2023-03-22 08:39:20,795 - INFO - [Train] step: 149099, loss_mpn: 0.024386, loss_rec: 0.054151, loss_semantic: 0.640416, loss_idmrf: 6.517359, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:39:52,986 - INFO - [Train] step: 149199, loss_mpn: 0.026552, loss_rec: 0.050784, loss_semantic: 0.684077, loss_idmrf: 9.803724, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:40:25,173 - INFO - [Train] step: 149299, loss_mpn: 0.027407, loss_rec: 0.056264, loss_semantic: 0.706690, loss_idmrf: 13.633886, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:40:57,415 - INFO - [Train] step: 149399, loss_mpn: 0.021413, loss_rec: 0.056023, loss_semantic: 0.694339, loss_idmrf: 11.523799, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:41:29,583 - INFO - [Train] step: 149499, loss_mpn: 0.017103, loss_rec: 0.060331, loss_semantic: 0.684584, loss_idmrf: 8.533307, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:42:01,790 - INFO - [Train] step: 149599, loss_mpn: 0.029286, loss_rec: 0.081080, loss_semantic: 0.889760, loss_idmrf: 9.640426, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:42:34,158 - INFO - [Train] step: 149699, loss_mpn: 0.019796, loss_rec: 0.064076, loss_semantic: 0.691955, loss_idmrf: 6.578021, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:43:06,333 - INFO - [Train] step: 149799, loss_mpn: 0.016632, loss_rec: 0.063789, loss_semantic: 0.702013, loss_idmrf: 6.888122, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:43:38,566 - INFO - [Train] step: 149899, loss_mpn: 0.014314, loss_rec: 0.067558, loss_semantic: 0.768366, loss_idmrf: 6.740878, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:44:10,855 - INFO - [Train] step: 149999, loss_mpn: 0.027605, loss_rec: 0.060494, loss_semantic: 0.685547, loss_idmrf: 10.876331, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 08:44:51,687 - INFO - [Eval] step: 149999, bce: 0.054170, psnr: 24.027414, ssim: 0.808772, lpips: 0.197911
+2023-03-22 08:44:55,867 - INFO - End of training
diff --git a/separate_imagenet_brush_realnoise/samples/step149999.png b/separate_imagenet_brush_realnoise/samples/step149999.png
new file mode 100644
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diff --git a/separate_imagenet_brush_realnoise/tensorboard/events.out.tfevents.1679389720.admin.cluster.local.5190.0 b/separate_imagenet_brush_realnoise/tensorboard/events.out.tfevents.1679389720.admin.cluster.local.5190.0
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diff --git a/separate_imagenet_maskdir_realnoise/ckpt/step149999/meta.pt b/separate_imagenet_maskdir_realnoise/ckpt/step149999/meta.pt
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index 0000000000000000000000000000000000000000..6fa70806e52a719e221264ba9c8436753cdf5a5e
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+size 425
diff --git a/separate_imagenet_maskdir_realnoise/ckpt/step149999/model.pt b/separate_imagenet_maskdir_realnoise/ckpt/step149999/model.pt
new file mode 100644
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diff --git a/separate_imagenet_maskdir_realnoise/ckpt/step149999/optimizer.pt b/separate_imagenet_maskdir_realnoise/ckpt/step149999/optimizer.pt
new file mode 100644
index 0000000000000000000000000000000000000000..bdcd1eaf7f7c0ac9ca1bb68ca40357422cab7e55
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+version https://git-lfs.github.com/spec/v1
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diff --git a/separate_imagenet_maskdir_realnoise/config-2023-03-21-15-45-45.yaml b/separate_imagenet_maskdir_realnoise/config-2023-03-21-15-45-45.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..18a1a3b375aa3a3916a0749321e085a4b6848480
--- /dev/null
+++ b/separate_imagenet_maskdir_realnoise/config-2023-03-21-15-45-45.yaml
@@ -0,0 +1,50 @@
+data:
+  dataroot: /amax/xyf/data/ImageNet/
+  img_size: 256
+  name: ImageNet
+dataloader:
+  micro_batch: 0
+  num_workers: 4
+  pin_memory: true
+  prefetch_factor: 2
+mask:
+  dir_invert_color: true
+  dir_path: /amax/xyf/data/NVIDIAIrregularMaskDataset/train/
+  mask_type: dir
+  noise_type: real
+  real_dataset:
+  - dataroot: /amax/xyf/data/Places365/
+    img_size: 256
+    name: Places365
+  smooth_kernel_size: 13
+  smooth_sigma: 3
+  smooth_type: gaussian
+model:
+  mpn:
+    base_n_channels: 64
+    neck_n_channels: 128
+  rin:
+    base_n_channels: 32
+    neck_n_channels: 128
+seed: 1234
+train:
+  batch_size: 8
+  coef_idmrf: 0.001
+  coef_rec: 1.4
+  coef_semantic: 0.0001
+  eval_freq: 1000
+  n_steps: 150000
+  optim_mpn:
+    betas:
+    - 0.5
+    - 0.9
+    lr: 0.0001
+  optim_rin:
+    betas:
+    - 0.5
+    - 0.9
+    lr: 0.0001
+  print_freq: 100
+  resume: null
+  sample_freq: 1000
+  save_freq: 5000
diff --git a/separate_imagenet_maskdir_realnoise/output-2023-03-21-15-45-45.log b/separate_imagenet_maskdir_realnoise/output-2023-03-21-15-45-45.log
new file mode 100644
index 0000000000000000000000000000000000000000..738ffe5b450a8589a661b7dda909c7d069c3f637
--- /dev/null
+++ b/separate_imagenet_maskdir_realnoise/output-2023-03-21-15-45-45.log
@@ -0,0 +1,1660 @@
+2023-03-21 15:45:47,122 - INFO - Experiment directory: ./runs/separate_imagenet_maskdir_realnoise/
+2023-03-21 15:45:47,123 - INFO - Number of processes: 2
+2023-03-21 15:45:47,123 - INFO - Distributed type: MULTI_GPU
+2023-03-21 15:45:47,123 - INFO - Mixed precision: no
+2023-03-21 15:45:58,027 - INFO - Size of training set: 1281167
+2023-03-21 15:45:58,027 - INFO - Size of validation set: 5000
+2023-03-21 15:45:58,027 - INFO - Batch size per process: 4
+2023-03-21 15:45:58,027 - INFO - Total batch size: 8
+2023-03-21 15:46:02,215 - INFO - Start training...
+2023-03-21 15:46:33,476 - INFO - [Train] step: 99, loss_mpn: 0.252969, loss_rec: 0.267343, loss_semantic: 1.480664, loss_idmrf: 73.162132, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 15:47:03,847 - INFO - [Train] step: 199, loss_mpn: 0.212476, loss_rec: 0.166827, loss_semantic: 1.511538, loss_idmrf: 68.536499, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 15:47:35,171 - INFO - [Train] step: 299, loss_mpn: 0.201297, loss_rec: 0.189157, loss_semantic: 1.317070, loss_idmrf: 58.394165, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 15:48:06,658 - INFO - [Train] step: 399, loss_mpn: 0.265865, loss_rec: 0.261523, loss_semantic: 1.681921, loss_idmrf: 60.440376, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 15:48:38,399 - INFO - [Train] step: 499, loss_mpn: 0.229565, loss_rec: 0.183095, loss_semantic: 1.271646, loss_idmrf: 52.819904, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 15:49:10,097 - INFO - [Train] step: 599, loss_mpn: 0.179638, loss_rec: 0.197800, loss_semantic: 1.369473, loss_idmrf: 53.703094, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 15:49:41,772 - INFO - [Train] step: 699, loss_mpn: 0.267756, loss_rec: 0.200625, loss_semantic: 1.596312, loss_idmrf: 59.118996, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 15:50:13,463 - INFO - [Train] step: 799, loss_mpn: 0.275333, loss_rec: 0.150513, loss_semantic: 1.170067, loss_idmrf: 57.008926, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 15:50:45,118 - INFO - [Train] step: 899, loss_mpn: 0.230435, loss_rec: 0.198833, loss_semantic: 1.458273, loss_idmrf: 49.589897, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 15:51:16,593 - INFO - [Train] step: 999, loss_mpn: 0.328632, loss_rec: 0.206763, loss_semantic: 1.727482, loss_idmrf: 50.388725, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 15:52:35,389 - INFO - [Eval] step: 999, bce: 0.685508, psnr: 17.270103, ssim: 0.571571, lpips: 0.569728
+2023-03-21 15:53:08,905 - INFO - [Train] step: 1099, loss_mpn: 0.196433, loss_rec: 0.175481, loss_semantic: 1.620924, loss_idmrf: 47.828815, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 15:53:40,369 - INFO - [Train] step: 1199, loss_mpn: 0.270782, loss_rec: 0.229267, loss_semantic: 1.585622, loss_idmrf: 48.877071, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 15:54:11,861 - INFO - [Train] step: 1299, loss_mpn: 0.184992, loss_rec: 0.128844, loss_semantic: 1.277366, loss_idmrf: 50.554321, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 15:54:43,399 - INFO - [Train] step: 1399, loss_mpn: 0.151522, loss_rec: 0.119844, loss_semantic: 1.181599, loss_idmrf: 40.015629, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 15:55:14,790 - INFO - [Train] step: 1499, loss_mpn: 0.237156, loss_rec: 0.147121, loss_semantic: 1.354354, loss_idmrf: 36.114082, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 15:55:46,189 - INFO - [Train] step: 1599, loss_mpn: 0.190552, loss_rec: 0.163298, loss_semantic: 1.320173, loss_idmrf: 36.962830, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 15:56:17,652 - INFO - [Train] step: 1699, loss_mpn: 0.212428, loss_rec: 0.102617, loss_semantic: 1.186046, loss_idmrf: 33.829674, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 15:56:49,207 - INFO - [Train] step: 1799, loss_mpn: 0.098741, loss_rec: 0.122007, loss_semantic: 1.246418, loss_idmrf: 32.084335, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 15:57:20,571 - INFO - [Train] step: 1899, loss_mpn: 0.166212, loss_rec: 0.163304, loss_semantic: 1.158983, loss_idmrf: 31.271839, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 15:57:51,945 - INFO - [Train] step: 1999, loss_mpn: 0.258051, loss_rec: 0.210301, loss_semantic: 1.647224, loss_idmrf: 36.719280, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 15:58:31,664 - INFO - [Eval] step: 1999, bce: 0.651511, psnr: 19.202763, ssim: 0.622440, lpips: 0.458600
+2023-03-21 15:59:05,440 - INFO - [Train] step: 2099, loss_mpn: 0.260953, loss_rec: 0.209053, loss_semantic: 1.508610, loss_idmrf: 36.151577, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 15:59:36,797 - INFO - [Train] step: 2199, loss_mpn: 0.264593, loss_rec: 0.169849, loss_semantic: 1.433815, loss_idmrf: 46.273247, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:00:08,040 - INFO - [Train] step: 2299, loss_mpn: 0.244424, loss_rec: 0.195966, loss_semantic: 1.607519, loss_idmrf: 40.011974, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:00:39,393 - INFO - [Train] step: 2399, loss_mpn: 0.264119, loss_rec: 0.195454, loss_semantic: 1.438996, loss_idmrf: 45.591347, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:01:10,719 - INFO - [Train] step: 2499, loss_mpn: 0.274422, loss_rec: 0.179417, loss_semantic: 1.225199, loss_idmrf: 31.900942, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:01:41,985 - INFO - [Train] step: 2599, loss_mpn: 0.190773, loss_rec: 0.189042, loss_semantic: 1.652460, loss_idmrf: 35.536068, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:02:13,327 - INFO - [Train] step: 2699, loss_mpn: 0.275233, loss_rec: 0.172796, loss_semantic: 1.212853, loss_idmrf: 29.383724, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:02:44,583 - INFO - [Train] step: 2799, loss_mpn: 0.170802, loss_rec: 0.102365, loss_semantic: 1.388093, loss_idmrf: 33.484177, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:03:15,790 - INFO - [Train] step: 2899, loss_mpn: 0.285224, loss_rec: 0.192068, loss_semantic: 1.294955, loss_idmrf: 35.456779, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:03:47,048 - INFO - [Train] step: 2999, loss_mpn: 0.229389, loss_rec: 0.109536, loss_semantic: 1.050191, loss_idmrf: 29.600201, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:04:26,598 - INFO - [Eval] step: 2999, bce: 0.637625, psnr: 19.854822, ssim: 0.645780, lpips: 0.395359
+2023-03-21 16:05:00,197 - INFO - [Train] step: 3099, loss_mpn: 0.263824, loss_rec: 0.160550, loss_semantic: 1.411943, loss_idmrf: 41.046154, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:05:31,380 - INFO - [Train] step: 3199, loss_mpn: 0.242581, loss_rec: 0.143813, loss_semantic: 1.306249, loss_idmrf: 24.408583, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:06:02,637 - INFO - [Train] step: 3299, loss_mpn: 0.253590, loss_rec: 0.133440, loss_semantic: 1.424068, loss_idmrf: 26.067083, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:06:33,825 - INFO - [Train] step: 3399, loss_mpn: 0.363995, loss_rec: 0.183312, loss_semantic: 1.621508, loss_idmrf: 31.343513, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:07:04,987 - INFO - [Train] step: 3499, loss_mpn: 0.234774, loss_rec: 0.150666, loss_semantic: 1.244933, loss_idmrf: 31.990807, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:07:36,228 - INFO - [Train] step: 3599, loss_mpn: 0.225069, loss_rec: 0.162324, loss_semantic: 1.445890, loss_idmrf: 26.665625, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:08:07,433 - INFO - [Train] step: 3699, loss_mpn: 0.259252, loss_rec: 0.206343, loss_semantic: 1.237986, loss_idmrf: 28.748747, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:08:38,656 - INFO - [Train] step: 3799, loss_mpn: 0.213025, loss_rec: 0.103746, loss_semantic: 1.100893, loss_idmrf: 31.594364, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:09:09,843 - INFO - [Train] step: 3899, loss_mpn: 0.271713, loss_rec: 0.187890, loss_semantic: 1.580849, loss_idmrf: 29.449684, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:09:41,063 - INFO - [Train] step: 3999, loss_mpn: 0.257383, loss_rec: 0.133998, loss_semantic: 1.256543, loss_idmrf: 28.147724, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:10:20,581 - INFO - [Eval] step: 3999, bce: 0.615032, psnr: 20.432661, ssim: 0.666371, lpips: 0.362807
+2023-03-21 16:10:54,197 - INFO - [Train] step: 4099, loss_mpn: 0.229252, loss_rec: 0.156776, loss_semantic: 1.113230, loss_idmrf: 24.330774, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:11:25,513 - INFO - [Train] step: 4199, loss_mpn: 0.192262, loss_rec: 0.109135, loss_semantic: 1.091129, loss_idmrf: 26.510626, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:11:56,771 - INFO - [Train] step: 4299, loss_mpn: 0.222472, loss_rec: 0.168454, loss_semantic: 1.395951, loss_idmrf: 25.943737, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:12:27,972 - INFO - [Train] step: 4399, loss_mpn: 0.223497, loss_rec: 0.133546, loss_semantic: 1.352866, loss_idmrf: 23.969318, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:12:59,144 - INFO - [Train] step: 4499, loss_mpn: 0.292614, loss_rec: 0.146796, loss_semantic: 1.380814, loss_idmrf: 28.536942, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:13:30,381 - INFO - [Train] step: 4599, loss_mpn: 0.225510, loss_rec: 0.186954, loss_semantic: 1.530987, loss_idmrf: 33.388855, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:14:01,694 - INFO - [Train] step: 4699, loss_mpn: 0.062487, loss_rec: 0.060943, loss_semantic: 0.852514, loss_idmrf: 15.043299, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:14:33,160 - INFO - [Train] step: 4799, loss_mpn: 0.240227, loss_rec: 0.144886, loss_semantic: 1.372559, loss_idmrf: 29.135839, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:15:04,691 - INFO - [Train] step: 4899, loss_mpn: 0.224447, loss_rec: 0.131449, loss_semantic: 1.376524, loss_idmrf: 27.027433, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:15:36,121 - INFO - [Train] step: 4999, loss_mpn: 0.170269, loss_rec: 0.092696, loss_semantic: 1.244412, loss_idmrf: 21.616901, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:16:16,069 - INFO - [Eval] step: 4999, bce: 0.587205, psnr: 20.253485, ssim: 0.676334, lpips: 0.343586
+2023-03-21 16:16:51,283 - INFO - [Train] step: 5099, loss_mpn: 0.214619, loss_rec: 0.203980, loss_semantic: 1.762910, loss_idmrf: 30.175621, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:17:22,835 - INFO - [Train] step: 5199, loss_mpn: 0.176649, loss_rec: 0.157064, loss_semantic: 1.208178, loss_idmrf: 31.915527, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:17:54,452 - INFO - [Train] step: 5299, loss_mpn: 0.255228, loss_rec: 0.160052, loss_semantic: 1.304771, loss_idmrf: 24.389538, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:18:25,987 - INFO - [Train] step: 5399, loss_mpn: 0.127532, loss_rec: 0.206504, loss_semantic: 1.311463, loss_idmrf: 25.593086, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:18:57,453 - INFO - [Train] step: 5499, loss_mpn: 0.270894, loss_rec: 0.188626, loss_semantic: 1.320070, loss_idmrf: 23.797237, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:19:29,040 - INFO - [Train] step: 5599, loss_mpn: 0.261154, loss_rec: 0.175725, loss_semantic: 1.458138, loss_idmrf: 34.427959, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:20:00,755 - INFO - [Train] step: 5699, loss_mpn: 0.200971, loss_rec: 0.110253, loss_semantic: 1.150622, loss_idmrf: 23.546143, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:20:32,405 - INFO - [Train] step: 5799, loss_mpn: 0.168759, loss_rec: 0.122065, loss_semantic: 1.114274, loss_idmrf: 26.639900, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:21:04,024 - INFO - [Train] step: 5899, loss_mpn: 0.248097, loss_rec: 0.117130, loss_semantic: 1.088341, loss_idmrf: 22.455931, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:21:35,676 - INFO - [Train] step: 5999, loss_mpn: 0.209927, loss_rec: 0.108069, loss_semantic: 1.040296, loss_idmrf: 23.634172, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:22:15,605 - INFO - [Eval] step: 5999, bce: 0.608020, psnr: 20.752417, ssim: 0.689787, lpips: 0.328256
+2023-03-21 16:22:49,927 - INFO - [Train] step: 6099, loss_mpn: 0.237946, loss_rec: 0.100402, loss_semantic: 1.101129, loss_idmrf: 24.518936, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:23:21,605 - INFO - [Train] step: 6199, loss_mpn: 0.201637, loss_rec: 0.123350, loss_semantic: 1.156957, loss_idmrf: 20.534039, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:23:53,272 - INFO - [Train] step: 6299, loss_mpn: 0.284814, loss_rec: 0.157336, loss_semantic: 1.441119, loss_idmrf: 32.432877, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:24:24,905 - INFO - [Train] step: 6399, loss_mpn: 0.180625, loss_rec: 0.081276, loss_semantic: 1.063415, loss_idmrf: 17.175461, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:24:56,500 - INFO - [Train] step: 6499, loss_mpn: 0.297172, loss_rec: 0.116722, loss_semantic: 1.136595, loss_idmrf: 24.427618, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:25:28,167 - INFO - [Train] step: 6599, loss_mpn: 0.282177, loss_rec: 0.168829, loss_semantic: 1.282653, loss_idmrf: 29.258110, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:25:59,709 - INFO - [Train] step: 6699, loss_mpn: 0.250287, loss_rec: 0.080297, loss_semantic: 0.991423, loss_idmrf: 22.302147, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:26:31,262 - INFO - [Train] step: 6799, loss_mpn: 0.129592, loss_rec: 0.097882, loss_semantic: 1.055897, loss_idmrf: 21.562937, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:27:02,775 - INFO - [Train] step: 6899, loss_mpn: 0.357316, loss_rec: 0.134856, loss_semantic: 1.145294, loss_idmrf: 27.344961, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:27:34,301 - INFO - [Train] step: 6999, loss_mpn: 0.227042, loss_rec: 0.103690, loss_semantic: 0.880232, loss_idmrf: 19.875355, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:28:14,488 - INFO - [Eval] step: 6999, bce: 0.576591, psnr: 21.418125, ssim: 0.697747, lpips: 0.322432
+2023-03-21 16:28:48,310 - INFO - [Train] step: 7099, loss_mpn: 0.220406, loss_rec: 0.083166, loss_semantic: 1.040837, loss_idmrf: 23.658556, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:29:19,665 - INFO - [Train] step: 7199, loss_mpn: 0.283457, loss_rec: 0.120546, loss_semantic: 1.399632, loss_idmrf: 26.256386, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:29:51,031 - INFO - [Train] step: 7299, loss_mpn: 0.184412, loss_rec: 0.085409, loss_semantic: 1.054847, loss_idmrf: 24.085560, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:30:22,434 - INFO - [Train] step: 7399, loss_mpn: 0.198964, loss_rec: 0.103721, loss_semantic: 1.114256, loss_idmrf: 21.471981, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:30:53,767 - INFO - [Train] step: 7499, loss_mpn: 0.269485, loss_rec: 0.118155, loss_semantic: 1.232663, loss_idmrf: 25.830891, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:31:25,050 - INFO - [Train] step: 7599, loss_mpn: 0.247469, loss_rec: 0.159689, loss_semantic: 1.246066, loss_idmrf: 31.951649, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:31:56,415 - INFO - [Train] step: 7699, loss_mpn: 0.211594, loss_rec: 0.127899, loss_semantic: 1.146151, loss_idmrf: 25.300938, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:32:27,727 - INFO - [Train] step: 7799, loss_mpn: 0.183389, loss_rec: 0.154511, loss_semantic: 1.339710, loss_idmrf: 24.418686, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:32:59,005 - INFO - [Train] step: 7899, loss_mpn: 0.220917, loss_rec: 0.102379, loss_semantic: 1.183969, loss_idmrf: 15.774826, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:33:30,426 - INFO - [Train] step: 7999, loss_mpn: 0.266047, loss_rec: 0.118123, loss_semantic: 1.173279, loss_idmrf: 22.449434, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:34:10,487 - INFO - [Eval] step: 7999, bce: 0.561946, psnr: 21.652735, ssim: 0.706465, lpips: 0.310477
+2023-03-21 16:34:44,661 - INFO - [Train] step: 8099, loss_mpn: 0.135337, loss_rec: 0.076801, loss_semantic: 1.005784, loss_idmrf: 19.596573, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:35:16,208 - INFO - [Train] step: 8199, loss_mpn: 0.237996, loss_rec: 0.135482, loss_semantic: 1.300035, loss_idmrf: 21.832363, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:35:47,755 - INFO - [Train] step: 8299, loss_mpn: 0.211440, loss_rec: 0.126212, loss_semantic: 1.172977, loss_idmrf: 22.725582, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:36:19,264 - INFO - [Train] step: 8399, loss_mpn: 0.190920, loss_rec: 0.108264, loss_semantic: 1.407473, loss_idmrf: 19.404617, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:36:50,800 - INFO - [Train] step: 8499, loss_mpn: 0.220193, loss_rec: 0.157692, loss_semantic: 1.248564, loss_idmrf: 19.223686, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:37:22,361 - INFO - [Train] step: 8599, loss_mpn: 0.194576, loss_rec: 0.108265, loss_semantic: 1.307064, loss_idmrf: 22.330231, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:37:53,908 - INFO - [Train] step: 8699, loss_mpn: 0.199166, loss_rec: 0.143703, loss_semantic: 1.367916, loss_idmrf: 23.368732, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:38:25,514 - INFO - [Train] step: 8799, loss_mpn: 0.153968, loss_rec: 0.072201, loss_semantic: 0.963240, loss_idmrf: 16.430653, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:38:57,144 - INFO - [Train] step: 8899, loss_mpn: 0.230080, loss_rec: 0.113871, loss_semantic: 1.147430, loss_idmrf: 20.941469, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:39:28,779 - INFO - [Train] step: 8999, loss_mpn: 0.204481, loss_rec: 0.139883, loss_semantic: 1.312619, loss_idmrf: 22.573351, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:40:08,743 - INFO - [Eval] step: 8999, bce: 0.558012, psnr: 21.362745, ssim: 0.711043, lpips: 0.307563
+2023-03-21 16:40:43,006 - INFO - [Train] step: 9099, loss_mpn: 0.203608, loss_rec: 0.141253, loss_semantic: 1.330173, loss_idmrf: 22.167530, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:41:14,688 - INFO - [Train] step: 9199, loss_mpn: 0.217543, loss_rec: 0.131211, loss_semantic: 1.376580, loss_idmrf: 24.499367, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:41:46,618 - INFO - [Train] step: 9299, loss_mpn: 0.205224, loss_rec: 0.103910, loss_semantic: 0.987590, loss_idmrf: 20.961449, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:42:18,509 - INFO - [Train] step: 9399, loss_mpn: 0.155217, loss_rec: 0.114175, loss_semantic: 1.249003, loss_idmrf: 18.446259, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:42:50,341 - INFO - [Train] step: 9499, loss_mpn: 0.168148, loss_rec: 0.139559, loss_semantic: 1.307672, loss_idmrf: 27.835495, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:43:22,138 - INFO - [Train] step: 9599, loss_mpn: 0.164328, loss_rec: 0.092075, loss_semantic: 1.204338, loss_idmrf: 14.399393, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:43:53,804 - INFO - [Train] step: 9699, loss_mpn: 0.244718, loss_rec: 0.109625, loss_semantic: 1.053698, loss_idmrf: 25.486198, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:44:25,528 - INFO - [Train] step: 9799, loss_mpn: 0.200947, loss_rec: 0.088745, loss_semantic: 0.985767, loss_idmrf: 16.699606, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:44:57,192 - INFO - [Train] step: 9899, loss_mpn: 0.208967, loss_rec: 0.122001, loss_semantic: 1.150156, loss_idmrf: 18.009401, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:45:28,774 - INFO - [Train] step: 9999, loss_mpn: 0.171816, loss_rec: 0.079123, loss_semantic: 0.962019, loss_idmrf: 12.445881, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:46:08,304 - INFO - [Eval] step: 9999, bce: 0.533839, psnr: 21.823820, ssim: 0.701773, lpips: 0.300985
+2023-03-21 16:46:42,464 - INFO - [Train] step: 10099, loss_mpn: 0.275338, loss_rec: 0.186514, loss_semantic: 1.551099, loss_idmrf: 25.643663, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:47:13,897 - INFO - [Train] step: 10199, loss_mpn: 0.223037, loss_rec: 0.123118, loss_semantic: 1.381353, loss_idmrf: 21.163548, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:47:45,352 - INFO - [Train] step: 10299, loss_mpn: 0.135931, loss_rec: 0.112544, loss_semantic: 1.086035, loss_idmrf: 19.987034, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:48:16,855 - INFO - [Train] step: 10399, loss_mpn: 0.254588, loss_rec: 0.118792, loss_semantic: 1.211328, loss_idmrf: 21.178558, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:48:48,291 - INFO - [Train] step: 10499, loss_mpn: 0.216372, loss_rec: 0.140882, loss_semantic: 1.490836, loss_idmrf: 29.845486, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:49:19,785 - INFO - [Train] step: 10599, loss_mpn: 0.175440, loss_rec: 0.113097, loss_semantic: 1.217563, loss_idmrf: 18.285370, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:49:51,363 - INFO - [Train] step: 10699, loss_mpn: 0.150922, loss_rec: 0.075823, loss_semantic: 1.013695, loss_idmrf: 18.178612, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:50:22,839 - INFO - [Train] step: 10799, loss_mpn: 0.225673, loss_rec: 0.079459, loss_semantic: 1.041664, loss_idmrf: 22.508568, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:50:54,239 - INFO - [Train] step: 10899, loss_mpn: 0.256257, loss_rec: 0.143794, loss_semantic: 1.331194, loss_idmrf: 23.778151, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:51:25,705 - INFO - [Train] step: 10999, loss_mpn: 0.265203, loss_rec: 0.106237, loss_semantic: 1.239159, loss_idmrf: 27.528223, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:52:05,152 - INFO - [Eval] step: 10999, bce: 0.508985, psnr: 21.908222, ssim: 0.720218, lpips: 0.296389
+2023-03-21 16:52:39,134 - INFO - [Train] step: 11099, loss_mpn: 0.199076, loss_rec: 0.106966, loss_semantic: 1.148274, loss_idmrf: 18.949432, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:53:10,605 - INFO - [Train] step: 11199, loss_mpn: 0.194454, loss_rec: 0.088257, loss_semantic: 0.775068, loss_idmrf: 13.563878, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:53:41,922 - INFO - [Train] step: 11299, loss_mpn: 0.202181, loss_rec: 0.132670, loss_semantic: 1.157332, loss_idmrf: 23.114092, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:54:13,332 - INFO - [Train] step: 11399, loss_mpn: 0.176535, loss_rec: 0.062263, loss_semantic: 0.791010, loss_idmrf: 16.867033, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:54:44,688 - INFO - [Train] step: 11499, loss_mpn: 0.295942, loss_rec: 0.157125, loss_semantic: 1.379800, loss_idmrf: 27.279636, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:55:16,078 - INFO - [Train] step: 11599, loss_mpn: 0.192885, loss_rec: 0.130817, loss_semantic: 1.339355, loss_idmrf: 25.422367, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:55:47,514 - INFO - [Train] step: 11699, loss_mpn: 0.104845, loss_rec: 0.091765, loss_semantic: 1.089607, loss_idmrf: 17.870205, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:56:19,013 - INFO - [Train] step: 11799, loss_mpn: 0.088923, loss_rec: 0.059308, loss_semantic: 0.828119, loss_idmrf: 14.385143, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:56:50,496 - INFO - [Train] step: 11899, loss_mpn: 0.157175, loss_rec: 0.091718, loss_semantic: 1.200711, loss_idmrf: 19.816730, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:57:22,059 - INFO - [Train] step: 11999, loss_mpn: 0.162657, loss_rec: 0.102160, loss_semantic: 1.173427, loss_idmrf: 19.305788, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:58:01,721 - INFO - [Eval] step: 11999, bce: 0.528298, psnr: 22.024414, ssim: 0.724552, lpips: 0.291283
+2023-03-21 16:58:35,679 - INFO - [Train] step: 12099, loss_mpn: 0.153296, loss_rec: 0.067523, loss_semantic: 0.829081, loss_idmrf: 16.748106, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:59:07,138 - INFO - [Train] step: 12199, loss_mpn: 0.131554, loss_rec: 0.073196, loss_semantic: 0.990393, loss_idmrf: 13.125897, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 16:59:38,683 - INFO - [Train] step: 12299, loss_mpn: 0.178099, loss_rec: 0.086526, loss_semantic: 0.924079, loss_idmrf: 21.205296, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:00:10,096 - INFO - [Train] step: 12399, loss_mpn: 0.171485, loss_rec: 0.079698, loss_semantic: 0.904022, loss_idmrf: 19.135513, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:00:41,481 - INFO - [Train] step: 12499, loss_mpn: 0.157204, loss_rec: 0.086925, loss_semantic: 0.921487, loss_idmrf: 25.767620, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:01:12,953 - INFO - [Train] step: 12599, loss_mpn: 0.193728, loss_rec: 0.112433, loss_semantic: 1.327456, loss_idmrf: 18.588249, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:01:44,389 - INFO - [Train] step: 12699, loss_mpn: 0.240379, loss_rec: 0.124899, loss_semantic: 1.383897, loss_idmrf: 17.467787, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:02:15,952 - INFO - [Train] step: 12799, loss_mpn: 0.147051, loss_rec: 0.076076, loss_semantic: 0.877480, loss_idmrf: 15.357334, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:02:47,386 - INFO - [Train] step: 12899, loss_mpn: 0.128640, loss_rec: 0.099957, loss_semantic: 1.011957, loss_idmrf: 17.834545, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:03:18,834 - INFO - [Train] step: 12999, loss_mpn: 0.190918, loss_rec: 0.079495, loss_semantic: 0.930762, loss_idmrf: 14.613153, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:03:58,297 - INFO - [Eval] step: 12999, bce: 0.508726, psnr: 21.959183, ssim: 0.717078, lpips: 0.293570
+2023-03-21 17:04:32,247 - INFO - [Train] step: 13099, loss_mpn: 0.128059, loss_rec: 0.085806, loss_semantic: 1.146446, loss_idmrf: 18.434254, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:05:03,575 - INFO - [Train] step: 13199, loss_mpn: 0.220220, loss_rec: 0.098644, loss_semantic: 0.970056, loss_idmrf: 19.954117, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:05:35,016 - INFO - [Train] step: 13299, loss_mpn: 0.101626, loss_rec: 0.072493, loss_semantic: 0.984548, loss_idmrf: 15.434825, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:06:06,489 - INFO - [Train] step: 13399, loss_mpn: 0.261175, loss_rec: 0.128819, loss_semantic: 1.299574, loss_idmrf: 16.132660, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:06:37,830 - INFO - [Train] step: 13499, loss_mpn: 0.214194, loss_rec: 0.143371, loss_semantic: 1.123512, loss_idmrf: 20.665567, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:07:09,282 - INFO - [Train] step: 13599, loss_mpn: 0.169925, loss_rec: 0.105284, loss_semantic: 1.138061, loss_idmrf: 16.406338, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:07:40,582 - INFO - [Train] step: 13699, loss_mpn: 0.175458, loss_rec: 0.130923, loss_semantic: 1.262876, loss_idmrf: 23.180429, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:08:11,980 - INFO - [Train] step: 13799, loss_mpn: 0.137173, loss_rec: 0.099712, loss_semantic: 0.969918, loss_idmrf: 13.289928, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:08:43,465 - INFO - [Train] step: 13899, loss_mpn: 0.185976, loss_rec: 0.108036, loss_semantic: 0.994305, loss_idmrf: 18.407480, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:09:46,698 - INFO - [Train] step: 13999, loss_mpn: 0.192029, loss_rec: 0.092609, loss_semantic: 1.080622, loss_idmrf: 17.267597, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:10:25,913 - INFO - [Eval] step: 13999, bce: 0.506516, psnr: 22.130886, ssim: 0.725484, lpips: 0.287790
+2023-03-21 17:11:30,324 - INFO - [Train] step: 14099, loss_mpn: 0.302827, loss_rec: 0.145558, loss_semantic: 1.431204, loss_idmrf: 26.520149, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:12:36,630 - INFO - [Train] step: 14199, loss_mpn: 0.199531, loss_rec: 0.112135, loss_semantic: 1.218259, loss_idmrf: 18.978657, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:13:23,489 - INFO - [Train] step: 14299, loss_mpn: 0.243423, loss_rec: 0.107242, loss_semantic: 1.244235, loss_idmrf: 18.375422, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:14:20,924 - INFO - [Train] step: 14399, loss_mpn: 0.178511, loss_rec: 0.090734, loss_semantic: 1.007654, loss_idmrf: 19.044897, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:15:17,254 - INFO - [Train] step: 14499, loss_mpn: 0.281925, loss_rec: 0.184697, loss_semantic: 1.196195, loss_idmrf: 23.683281, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:15:53,058 - INFO - [Train] step: 14599, loss_mpn: 0.127012, loss_rec: 0.081108, loss_semantic: 0.922698, loss_idmrf: 16.644217, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:16:26,919 - INFO - [Train] step: 14699, loss_mpn: 0.145831, loss_rec: 0.089641, loss_semantic: 0.941602, loss_idmrf: 15.159464, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:17:18,844 - INFO - [Train] step: 14799, loss_mpn: 0.141553, loss_rec: 0.055686, loss_semantic: 0.820609, loss_idmrf: 16.733646, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:17:59,183 - INFO - [Train] step: 14899, loss_mpn: 0.166172, loss_rec: 0.093612, loss_semantic: 1.090822, loss_idmrf: 16.976942, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:18:43,091 - INFO - [Train] step: 14999, loss_mpn: 0.071053, loss_rec: 0.071185, loss_semantic: 0.943609, loss_idmrf: 12.802799, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:19:23,556 - INFO - [Eval] step: 14999, bce: 0.495775, psnr: 22.309278, ssim: 0.727874, lpips: 0.283653
+2023-03-21 17:19:59,628 - INFO - [Train] step: 15099, loss_mpn: 0.159225, loss_rec: 0.113714, loss_semantic: 1.023841, loss_idmrf: 21.227394, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:20:35,739 - INFO - [Train] step: 15199, loss_mpn: 0.195806, loss_rec: 0.115857, loss_semantic: 1.117245, loss_idmrf: 16.405178, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:21:28,583 - INFO - [Train] step: 15299, loss_mpn: 0.265953, loss_rec: 0.126545, loss_semantic: 1.071156, loss_idmrf: 18.608294, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:22:08,651 - INFO - [Train] step: 15399, loss_mpn: 0.206065, loss_rec: 0.100101, loss_semantic: 1.122781, loss_idmrf: 18.647633, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:22:45,061 - INFO - [Train] step: 15499, loss_mpn: 0.129311, loss_rec: 0.071925, loss_semantic: 0.809597, loss_idmrf: 16.091084, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:23:22,457 - INFO - [Train] step: 15599, loss_mpn: 0.161209, loss_rec: 0.116786, loss_semantic: 1.169240, loss_idmrf: 26.072121, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:24:04,287 - INFO - [Train] step: 15699, loss_mpn: 0.154484, loss_rec: 0.134663, loss_semantic: 1.369886, loss_idmrf: 16.913263, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:24:40,989 - INFO - [Train] step: 15799, loss_mpn: 0.143071, loss_rec: 0.134034, loss_semantic: 1.241917, loss_idmrf: 18.994722, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:25:22,908 - INFO - [Train] step: 15899, loss_mpn: 0.219847, loss_rec: 0.108801, loss_semantic: 1.155380, loss_idmrf: 19.733044, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:26:04,016 - INFO - [Train] step: 15999, loss_mpn: 0.223160, loss_rec: 0.127547, loss_semantic: 1.045004, loss_idmrf: 19.610426, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:26:44,349 - INFO - [Eval] step: 15999, bce: 0.492799, psnr: 22.480679, ssim: 0.731703, lpips: 0.278472
+2023-03-21 17:27:19,655 - INFO - [Train] step: 16099, loss_mpn: 0.220097, loss_rec: 0.161093, loss_semantic: 1.322699, loss_idmrf: 21.255310, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:27:55,146 - INFO - [Train] step: 16199, loss_mpn: 0.185660, loss_rec: 0.083503, loss_semantic: 0.923555, loss_idmrf: 13.424531, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:28:33,675 - INFO - [Train] step: 16299, loss_mpn: 0.200680, loss_rec: 0.108080, loss_semantic: 1.137002, loss_idmrf: 20.290459, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:29:14,260 - INFO - [Train] step: 16399, loss_mpn: 0.158944, loss_rec: 0.086768, loss_semantic: 1.061411, loss_idmrf: 22.161337, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:29:46,520 - INFO - [Train] step: 16499, loss_mpn: 0.148590, loss_rec: 0.124738, loss_semantic: 1.207610, loss_idmrf: 17.847765, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:30:19,010 - INFO - [Train] step: 16599, loss_mpn: 0.159883, loss_rec: 0.086186, loss_semantic: 1.078623, loss_idmrf: 14.944761, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:30:59,334 - INFO - [Train] step: 16699, loss_mpn: 0.248344, loss_rec: 0.116901, loss_semantic: 1.300893, loss_idmrf: 21.509756, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:31:40,590 - INFO - [Train] step: 16799, loss_mpn: 0.248161, loss_rec: 0.131161, loss_semantic: 1.218067, loss_idmrf: 18.628355, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:32:15,622 - INFO - [Train] step: 16899, loss_mpn: 0.112838, loss_rec: 0.067658, loss_semantic: 0.866859, loss_idmrf: 14.907639, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:32:48,056 - INFO - [Train] step: 16999, loss_mpn: 0.168060, loss_rec: 0.073832, loss_semantic: 0.928501, loss_idmrf: 10.640903, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:33:28,447 - INFO - [Eval] step: 16999, bce: 0.487333, psnr: 22.412020, ssim: 0.736830, lpips: 0.274733
+2023-03-21 17:34:04,244 - INFO - [Train] step: 17099, loss_mpn: 0.256851, loss_rec: 0.168935, loss_semantic: 1.279154, loss_idmrf: 19.406544, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:34:38,747 - INFO - [Train] step: 17199, loss_mpn: 0.134885, loss_rec: 0.071719, loss_semantic: 0.832922, loss_idmrf: 16.901499, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:35:14,109 - INFO - [Train] step: 17299, loss_mpn: 0.208911, loss_rec: 0.103682, loss_semantic: 1.102685, loss_idmrf: 16.356697, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:35:48,438 - INFO - [Train] step: 17399, loss_mpn: 0.187489, loss_rec: 0.107979, loss_semantic: 1.069240, loss_idmrf: 15.522806, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:36:20,865 - INFO - [Train] step: 17499, loss_mpn: 0.146425, loss_rec: 0.109455, loss_semantic: 1.191081, loss_idmrf: 20.560905, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:36:54,751 - INFO - [Train] step: 17599, loss_mpn: 0.269167, loss_rec: 0.089629, loss_semantic: 0.889733, loss_idmrf: 19.191319, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:37:30,691 - INFO - [Train] step: 17699, loss_mpn: 0.144879, loss_rec: 0.095008, loss_semantic: 1.159607, loss_idmrf: 19.711889, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:38:07,734 - INFO - [Train] step: 17799, loss_mpn: 0.125683, loss_rec: 0.084173, loss_semantic: 1.001646, loss_idmrf: 13.318378, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:38:42,204 - INFO - [Train] step: 17899, loss_mpn: 0.080800, loss_rec: 0.064169, loss_semantic: 0.885205, loss_idmrf: 15.203132, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:39:16,714 - INFO - [Train] step: 17999, loss_mpn: 0.119968, loss_rec: 0.054091, loss_semantic: 0.812308, loss_idmrf: 14.112107, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:39:57,216 - INFO - [Eval] step: 17999, bce: 0.467919, psnr: 22.561853, ssim: 0.725919, lpips: 0.271504
+2023-03-21 17:40:32,239 - INFO - [Train] step: 18099, loss_mpn: 0.267732, loss_rec: 0.109497, loss_semantic: 0.916411, loss_idmrf: 19.556332, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:41:04,652 - INFO - [Train] step: 18199, loss_mpn: 0.210404, loss_rec: 0.097160, loss_semantic: 1.060773, loss_idmrf: 19.676491, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:41:42,326 - INFO - [Train] step: 18299, loss_mpn: 0.132597, loss_rec: 0.075532, loss_semantic: 0.969127, loss_idmrf: 14.535780, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:42:16,641 - INFO - [Train] step: 18399, loss_mpn: 0.149110, loss_rec: 0.073100, loss_semantic: 0.876631, loss_idmrf: 18.965488, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:42:49,047 - INFO - [Train] step: 18499, loss_mpn: 0.189822, loss_rec: 0.095744, loss_semantic: 1.024701, loss_idmrf: 21.716070, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:43:23,567 - INFO - [Train] step: 18599, loss_mpn: 0.091438, loss_rec: 0.058178, loss_semantic: 0.875126, loss_idmrf: 14.043333, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:43:57,867 - INFO - [Train] step: 18699, loss_mpn: 0.104320, loss_rec: 0.074505, loss_semantic: 0.945080, loss_idmrf: 10.540445, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:44:32,756 - INFO - [Train] step: 18799, loss_mpn: 0.174625, loss_rec: 0.099909, loss_semantic: 0.994193, loss_idmrf: 15.137520, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:45:07,304 - INFO - [Train] step: 18899, loss_mpn: 0.195147, loss_rec: 0.119730, loss_semantic: 1.158924, loss_idmrf: 18.934513, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:45:40,790 - INFO - [Train] step: 18999, loss_mpn: 0.098543, loss_rec: 0.093093, loss_semantic: 0.927210, loss_idmrf: 16.645350, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:46:21,360 - INFO - [Eval] step: 18999, bce: 0.459240, psnr: 22.743341, ssim: 0.742708, lpips: 0.263617
+2023-03-21 17:46:56,472 - INFO - [Train] step: 19099, loss_mpn: 0.135717, loss_rec: 0.086762, loss_semantic: 0.888343, loss_idmrf: 14.834089, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:47:29,770 - INFO - [Train] step: 19199, loss_mpn: 0.155945, loss_rec: 0.099798, loss_semantic: 0.990766, loss_idmrf: 25.631474, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:48:04,206 - INFO - [Train] step: 19299, loss_mpn: 0.156974, loss_rec: 0.089841, loss_semantic: 0.971219, loss_idmrf: 14.901887, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:48:36,614 - INFO - [Train] step: 19399, loss_mpn: 0.124684, loss_rec: 0.058743, loss_semantic: 0.820319, loss_idmrf: 13.100807, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:49:09,069 - INFO - [Train] step: 19499, loss_mpn: 0.165508, loss_rec: 0.071743, loss_semantic: 0.839166, loss_idmrf: 15.893370, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:49:43,303 - INFO - [Train] step: 19599, loss_mpn: 0.122248, loss_rec: 0.084084, loss_semantic: 1.034199, loss_idmrf: 17.381321, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:50:15,802 - INFO - [Train] step: 19699, loss_mpn: 0.143883, loss_rec: 0.094991, loss_semantic: 0.936409, loss_idmrf: 23.576904, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:50:49,460 - INFO - [Train] step: 19799, loss_mpn: 0.079873, loss_rec: 0.115958, loss_semantic: 1.023059, loss_idmrf: 15.273334, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:51:25,101 - INFO - [Train] step: 19899, loss_mpn: 0.118374, loss_rec: 0.084901, loss_semantic: 0.940616, loss_idmrf: 17.064224, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:51:57,700 - INFO - [Train] step: 19999, loss_mpn: 0.136929, loss_rec: 0.084285, loss_semantic: 0.991424, loss_idmrf: 15.145698, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:52:38,187 - INFO - [Eval] step: 19999, bce: 0.449709, psnr: 22.666637, ssim: 0.747975, lpips: 0.256151
+2023-03-21 17:53:13,425 - INFO - [Train] step: 20099, loss_mpn: 0.209012, loss_rec: 0.108287, loss_semantic: 1.170488, loss_idmrf: 16.753838, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:53:45,754 - INFO - [Train] step: 20199, loss_mpn: 0.205942, loss_rec: 0.096764, loss_semantic: 0.960548, loss_idmrf: 26.582781, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:54:18,270 - INFO - [Train] step: 20299, loss_mpn: 0.205496, loss_rec: 0.111037, loss_semantic: 1.186709, loss_idmrf: 22.202234, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:54:50,718 - INFO - [Train] step: 20399, loss_mpn: 0.118331, loss_rec: 0.094612, loss_semantic: 1.163695, loss_idmrf: 13.769604, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:55:23,140 - INFO - [Train] step: 20499, loss_mpn: 0.196628, loss_rec: 0.083428, loss_semantic: 0.981050, loss_idmrf: 13.377104, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:55:55,685 - INFO - [Train] step: 20599, loss_mpn: 0.127368, loss_rec: 0.063755, loss_semantic: 0.886310, loss_idmrf: 20.108574, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:56:28,077 - INFO - [Train] step: 20699, loss_mpn: 0.113312, loss_rec: 0.086961, loss_semantic: 1.101203, loss_idmrf: 19.105267, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:57:01,672 - INFO - [Train] step: 20799, loss_mpn: 0.169447, loss_rec: 0.060187, loss_semantic: 0.812821, loss_idmrf: 14.295312, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:57:34,708 - INFO - [Train] step: 20899, loss_mpn: 0.126904, loss_rec: 0.067843, loss_semantic: 0.838648, loss_idmrf: 15.583670, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:58:07,733 - INFO - [Train] step: 20999, loss_mpn: 0.057947, loss_rec: 0.065849, loss_semantic: 0.800271, loss_idmrf: 13.244177, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:58:48,121 - INFO - [Eval] step: 20999, bce: 0.437860, psnr: 22.806055, ssim: 0.749413, lpips: 0.249364
+2023-03-21 17:59:23,141 - INFO - [Train] step: 21099, loss_mpn: 0.186085, loss_rec: 0.073679, loss_semantic: 0.752435, loss_idmrf: 19.020462, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 17:59:55,484 - INFO - [Train] step: 21199, loss_mpn: 0.172697, loss_rec: 0.099636, loss_semantic: 1.139170, loss_idmrf: 15.381419, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:00:28,787 - INFO - [Train] step: 21299, loss_mpn: 0.180119, loss_rec: 0.107562, loss_semantic: 1.393634, loss_idmrf: 21.053217, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:01:02,347 - INFO - [Train] step: 21399, loss_mpn: 0.116455, loss_rec: 0.154890, loss_semantic: 1.331857, loss_idmrf: 15.958950, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:01:34,796 - INFO - [Train] step: 21499, loss_mpn: 0.154684, loss_rec: 0.078260, loss_semantic: 0.921780, loss_idmrf: 13.303120, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:02:07,643 - INFO - [Train] step: 21599, loss_mpn: 0.096375, loss_rec: 0.106454, loss_semantic: 0.967582, loss_idmrf: 16.909435, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:02:40,093 - INFO - [Train] step: 21699, loss_mpn: 0.146597, loss_rec: 0.108417, loss_semantic: 1.191062, loss_idmrf: 17.014702, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:03:12,936 - INFO - [Train] step: 21799, loss_mpn: 0.142000, loss_rec: 0.110604, loss_semantic: 1.046577, loss_idmrf: 10.742440, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:03:45,625 - INFO - [Train] step: 21899, loss_mpn: 0.214758, loss_rec: 0.094360, loss_semantic: 0.958456, loss_idmrf: 13.393162, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:04:18,397 - INFO - [Train] step: 21999, loss_mpn: 0.090745, loss_rec: 0.048344, loss_semantic: 0.735085, loss_idmrf: 16.197403, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:04:58,847 - INFO - [Eval] step: 21999, bce: 0.429512, psnr: 22.946507, ssim: 0.752964, lpips: 0.240251
+2023-03-21 18:05:33,934 - INFO - [Train] step: 22099, loss_mpn: 0.188379, loss_rec: 0.100132, loss_semantic: 1.078235, loss_idmrf: 16.546896, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:06:06,347 - INFO - [Train] step: 22199, loss_mpn: 0.220189, loss_rec: 0.090325, loss_semantic: 0.901778, loss_idmrf: 17.753433, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:06:39,561 - INFO - [Train] step: 22299, loss_mpn: 0.214599, loss_rec: 0.104521, loss_semantic: 1.313916, loss_idmrf: 18.568306, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:07:11,947 - INFO - [Train] step: 22399, loss_mpn: 0.136239, loss_rec: 0.112848, loss_semantic: 0.905690, loss_idmrf: 14.713972, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:07:44,406 - INFO - [Train] step: 22499, loss_mpn: 0.126213, loss_rec: 0.072483, loss_semantic: 0.919834, loss_idmrf: 11.348593, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:08:16,869 - INFO - [Train] step: 22599, loss_mpn: 0.101488, loss_rec: 0.084738, loss_semantic: 0.888394, loss_idmrf: 15.564512, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:08:49,788 - INFO - [Train] step: 22699, loss_mpn: 0.233154, loss_rec: 0.114808, loss_semantic: 1.104685, loss_idmrf: 19.969864, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:09:22,148 - INFO - [Train] step: 22799, loss_mpn: 0.067042, loss_rec: 0.100232, loss_semantic: 0.957589, loss_idmrf: 20.799732, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:09:54,526 - INFO - [Train] step: 22899, loss_mpn: 0.083430, loss_rec: 0.067054, loss_semantic: 0.953588, loss_idmrf: 9.704601, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:10:26,887 - INFO - [Train] step: 22999, loss_mpn: 0.198542, loss_rec: 0.096024, loss_semantic: 1.133464, loss_idmrf: 14.835137, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:11:07,459 - INFO - [Eval] step: 22999, bce: 0.469392, psnr: 23.048140, ssim: 0.756256, lpips: 0.231338
+2023-03-21 18:11:42,563 - INFO - [Train] step: 23099, loss_mpn: 0.142689, loss_rec: 0.093926, loss_semantic: 1.021999, loss_idmrf: 15.327295, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:12:14,971 - INFO - [Train] step: 23199, loss_mpn: 0.204906, loss_rec: 0.110291, loss_semantic: 1.097954, loss_idmrf: 14.406938, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:12:47,515 - INFO - [Train] step: 23299, loss_mpn: 0.216849, loss_rec: 0.086008, loss_semantic: 1.011749, loss_idmrf: 13.257433, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:13:19,862 - INFO - [Train] step: 23399, loss_mpn: 0.181198, loss_rec: 0.085995, loss_semantic: 0.985075, loss_idmrf: 18.904835, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:13:52,412 - INFO - [Train] step: 23499, loss_mpn: 0.226623, loss_rec: 0.103580, loss_semantic: 0.962519, loss_idmrf: 18.057419, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:14:24,818 - INFO - [Train] step: 23599, loss_mpn: 0.168612, loss_rec: 0.129542, loss_semantic: 1.164692, loss_idmrf: 20.391785, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:14:57,147 - INFO - [Train] step: 23699, loss_mpn: 0.071424, loss_rec: 0.069911, loss_semantic: 0.775110, loss_idmrf: 7.921358, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:15:29,580 - INFO - [Train] step: 23799, loss_mpn: 0.073605, loss_rec: 0.077538, loss_semantic: 1.022452, loss_idmrf: 14.485981, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:16:01,951 - INFO - [Train] step: 23899, loss_mpn: 0.143605, loss_rec: 0.090037, loss_semantic: 0.980481, loss_idmrf: 15.145106, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:16:34,362 - INFO - [Train] step: 23999, loss_mpn: 0.160243, loss_rec: 0.067792, loss_semantic: 0.830216, loss_idmrf: 12.199963, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:17:15,033 - INFO - [Eval] step: 23999, bce: 0.413344, psnr: 22.930752, ssim: 0.751597, lpips: 0.230781
+2023-03-21 18:17:50,006 - INFO - [Train] step: 24099, loss_mpn: 0.130719, loss_rec: 0.075710, loss_semantic: 0.831864, loss_idmrf: 10.509113, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:18:22,314 - INFO - [Train] step: 24199, loss_mpn: 0.092358, loss_rec: 0.096523, loss_semantic: 1.055179, loss_idmrf: 13.454562, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:18:54,700 - INFO - [Train] step: 24299, loss_mpn: 0.177150, loss_rec: 0.117633, loss_semantic: 1.071928, loss_idmrf: 20.950541, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:19:27,119 - INFO - [Train] step: 24399, loss_mpn: 0.199062, loss_rec: 0.111703, loss_semantic: 1.241969, loss_idmrf: 17.997862, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:19:59,614 - INFO - [Train] step: 24499, loss_mpn: 0.208392, loss_rec: 0.155301, loss_semantic: 1.241035, loss_idmrf: 15.749134, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:20:32,132 - INFO - [Train] step: 24599, loss_mpn: 0.175657, loss_rec: 0.091514, loss_semantic: 0.962613, loss_idmrf: 15.716707, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:21:04,525 - INFO - [Train] step: 24699, loss_mpn: 0.138155, loss_rec: 0.087152, loss_semantic: 1.011461, loss_idmrf: 16.720522, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:21:36,888 - INFO - [Train] step: 24799, loss_mpn: 0.164214, loss_rec: 0.071587, loss_semantic: 0.849085, loss_idmrf: 12.279249, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:22:09,227 - INFO - [Train] step: 24899, loss_mpn: 0.183217, loss_rec: 0.054925, loss_semantic: 0.661678, loss_idmrf: 10.975895, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:22:41,618 - INFO - [Train] step: 24999, loss_mpn: 0.209524, loss_rec: 0.086927, loss_semantic: 0.845703, loss_idmrf: 15.150865, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:23:22,044 - INFO - [Eval] step: 24999, bce: 0.398725, psnr: 22.946711, ssim: 0.755256, lpips: 0.226247
+2023-03-21 18:23:57,019 - INFO - [Train] step: 25099, loss_mpn: 0.134740, loss_rec: 0.104967, loss_semantic: 1.023970, loss_idmrf: 12.217539, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:24:29,389 - INFO - [Train] step: 25199, loss_mpn: 0.169627, loss_rec: 0.101377, loss_semantic: 1.043092, loss_idmrf: 13.455839, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:25:02,217 - INFO - [Train] step: 25299, loss_mpn: 0.149584, loss_rec: 0.078792, loss_semantic: 0.950366, loss_idmrf: 12.497049, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:25:34,869 - INFO - [Train] step: 25399, loss_mpn: 0.126102, loss_rec: 0.084409, loss_semantic: 0.983519, loss_idmrf: 11.837164, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:26:07,350 - INFO - [Train] step: 25499, loss_mpn: 0.191468, loss_rec: 0.107916, loss_semantic: 1.173985, loss_idmrf: 17.940372, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:26:39,773 - INFO - [Train] step: 25599, loss_mpn: 0.080516, loss_rec: 0.056409, loss_semantic: 0.752563, loss_idmrf: 10.716129, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:27:13,080 - INFO - [Train] step: 25699, loss_mpn: 0.202325, loss_rec: 0.095527, loss_semantic: 1.059558, loss_idmrf: 14.633600, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:27:45,994 - INFO - [Train] step: 25799, loss_mpn: 0.168001, loss_rec: 0.106339, loss_semantic: 0.942575, loss_idmrf: 12.643981, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:28:19,796 - INFO - [Train] step: 25899, loss_mpn: 0.160975, loss_rec: 0.119567, loss_semantic: 1.278198, loss_idmrf: 16.069822, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:28:53,235 - INFO - [Train] step: 25999, loss_mpn: 0.250060, loss_rec: 0.121358, loss_semantic: 1.116884, loss_idmrf: 16.728445, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:29:33,709 - INFO - [Eval] step: 25999, bce: 0.388158, psnr: 23.253057, ssim: 0.769007, lpips: 0.222978
+2023-03-21 18:30:08,625 - INFO - [Train] step: 26099, loss_mpn: 0.138691, loss_rec: 0.062712, loss_semantic: 0.725524, loss_idmrf: 9.124235, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:30:40,951 - INFO - [Train] step: 26199, loss_mpn: 0.142009, loss_rec: 0.122634, loss_semantic: 1.095299, loss_idmrf: 17.757885, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:31:14,145 - INFO - [Train] step: 26299, loss_mpn: 0.107833, loss_rec: 0.126441, loss_semantic: 1.239161, loss_idmrf: 12.198617, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:31:48,112 - INFO - [Train] step: 26399, loss_mpn: 0.092917, loss_rec: 0.090934, loss_semantic: 0.937303, loss_idmrf: 11.537184, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:32:21,096 - INFO - [Train] step: 26499, loss_mpn: 0.100447, loss_rec: 0.085235, loss_semantic: 0.918686, loss_idmrf: 12.285537, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:32:53,538 - INFO - [Train] step: 26599, loss_mpn: 0.149630, loss_rec: 0.050915, loss_semantic: 0.657594, loss_idmrf: 8.472983, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:33:25,854 - INFO - [Train] step: 26699, loss_mpn: 0.132488, loss_rec: 0.061337, loss_semantic: 0.757407, loss_idmrf: 15.199043, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:33:58,179 - INFO - [Train] step: 26799, loss_mpn: 0.093971, loss_rec: 0.064241, loss_semantic: 0.837368, loss_idmrf: 16.244083, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:34:31,026 - INFO - [Train] step: 26899, loss_mpn: 0.146675, loss_rec: 0.101527, loss_semantic: 1.074750, loss_idmrf: 14.966405, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:35:05,598 - INFO - [Train] step: 26999, loss_mpn: 0.178665, loss_rec: 0.082708, loss_semantic: 0.935045, loss_idmrf: 16.100227, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:35:45,767 - INFO - [Eval] step: 26999, bce: 0.384692, psnr: 23.177526, ssim: 0.769243, lpips: 0.220953
+2023-03-21 18:36:20,593 - INFO - [Train] step: 27099, loss_mpn: 0.089930, loss_rec: 0.083351, loss_semantic: 0.919553, loss_idmrf: 15.297331, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:36:52,870 - INFO - [Train] step: 27199, loss_mpn: 0.098341, loss_rec: 0.074493, loss_semantic: 0.961450, loss_idmrf: 8.549013, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:37:26,316 - INFO - [Train] step: 27299, loss_mpn: 0.206196, loss_rec: 0.095037, loss_semantic: 0.997902, loss_idmrf: 18.634525, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:37:58,644 - INFO - [Train] step: 27399, loss_mpn: 0.085239, loss_rec: 0.082865, loss_semantic: 1.002845, loss_idmrf: 11.281760, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:38:31,021 - INFO - [Train] step: 27499, loss_mpn: 0.167204, loss_rec: 0.059216, loss_semantic: 0.792779, loss_idmrf: 11.853559, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:39:03,462 - INFO - [Train] step: 27599, loss_mpn: 0.169186, loss_rec: 0.066849, loss_semantic: 0.793939, loss_idmrf: 10.510256, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:39:35,748 - INFO - [Train] step: 27699, loss_mpn: 0.162471, loss_rec: 0.089929, loss_semantic: 1.024881, loss_idmrf: 9.791130, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:40:08,045 - INFO - [Train] step: 27799, loss_mpn: 0.121571, loss_rec: 0.101516, loss_semantic: 1.060779, loss_idmrf: 15.404801, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:40:40,317 - INFO - [Train] step: 27899, loss_mpn: 0.144759, loss_rec: 0.093146, loss_semantic: 0.876986, loss_idmrf: 18.084431, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:41:12,886 - INFO - [Train] step: 27999, loss_mpn: 0.240826, loss_rec: 0.101482, loss_semantic: 1.035041, loss_idmrf: 20.844641, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:41:53,118 - INFO - [Eval] step: 27999, bce: 0.388640, psnr: 22.915644, ssim: 0.756358, lpips: 0.221198
+2023-03-21 18:42:28,254 - INFO - [Train] step: 28099, loss_mpn: 0.052054, loss_rec: 0.050754, loss_semantic: 0.663534, loss_idmrf: 8.284319, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:43:00,535 - INFO - [Train] step: 28199, loss_mpn: 0.065206, loss_rec: 0.053870, loss_semantic: 0.742999, loss_idmrf: 10.846883, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:43:33,109 - INFO - [Train] step: 28299, loss_mpn: 0.216071, loss_rec: 0.131244, loss_semantic: 1.224330, loss_idmrf: 21.447636, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:44:05,429 - INFO - [Train] step: 28399, loss_mpn: 0.164856, loss_rec: 0.104327, loss_semantic: 1.005514, loss_idmrf: 15.250878, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:44:37,858 - INFO - [Train] step: 28499, loss_mpn: 0.094017, loss_rec: 0.115321, loss_semantic: 1.122950, loss_idmrf: 14.349522, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:45:10,275 - INFO - [Train] step: 28599, loss_mpn: 0.146052, loss_rec: 0.098040, loss_semantic: 1.034462, loss_idmrf: 13.976681, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:45:42,670 - INFO - [Train] step: 28699, loss_mpn: 0.107422, loss_rec: 0.073029, loss_semantic: 0.878535, loss_idmrf: 14.542648, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:46:15,028 - INFO - [Train] step: 28799, loss_mpn: 0.119409, loss_rec: 0.071255, loss_semantic: 0.902278, loss_idmrf: 14.661719, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:46:47,687 - INFO - [Train] step: 28899, loss_mpn: 0.130764, loss_rec: 0.087308, loss_semantic: 0.933352, loss_idmrf: 12.490131, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:47:21,449 - INFO - [Train] step: 28999, loss_mpn: 0.242981, loss_rec: 0.101487, loss_semantic: 1.090629, loss_idmrf: 16.534336, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:48:01,784 - INFO - [Eval] step: 28999, bce: 0.371479, psnr: 23.179047, ssim: 0.775390, lpips: 0.212863
+2023-03-21 18:48:36,669 - INFO - [Train] step: 29099, loss_mpn: 0.108588, loss_rec: 0.046679, loss_semantic: 0.621800, loss_idmrf: 10.846728, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:49:08,984 - INFO - [Train] step: 29199, loss_mpn: 0.232156, loss_rec: 0.118945, loss_semantic: 1.078646, loss_idmrf: 12.927067, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:49:41,331 - INFO - [Train] step: 29299, loss_mpn: 0.130805, loss_rec: 0.102708, loss_semantic: 1.244681, loss_idmrf: 14.660737, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:50:14,242 - INFO - [Train] step: 29399, loss_mpn: 0.148088, loss_rec: 0.090127, loss_semantic: 0.822157, loss_idmrf: 11.814211, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:50:46,601 - INFO - [Train] step: 29499, loss_mpn: 0.137396, loss_rec: 0.090975, loss_semantic: 1.056628, loss_idmrf: 15.135695, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:51:19,068 - INFO - [Train] step: 29599, loss_mpn: 0.120530, loss_rec: 0.062323, loss_semantic: 0.929632, loss_idmrf: 8.404463, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:51:51,539 - INFO - [Train] step: 29699, loss_mpn: 0.314362, loss_rec: 0.130767, loss_semantic: 1.209747, loss_idmrf: 17.016302, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:52:23,870 - INFO - [Train] step: 29799, loss_mpn: 0.190617, loss_rec: 0.103432, loss_semantic: 1.073428, loss_idmrf: 11.729092, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:52:56,228 - INFO - [Train] step: 29899, loss_mpn: 0.174414, loss_rec: 0.098173, loss_semantic: 1.112379, loss_idmrf: 16.151817, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:53:28,816 - INFO - [Train] step: 29999, loss_mpn: 0.234767, loss_rec: 0.087709, loss_semantic: 0.939624, loss_idmrf: 16.571995, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:54:09,171 - INFO - [Eval] step: 29999, bce: 0.342511, psnr: 23.415386, ssim: 0.773766, lpips: 0.213108
+2023-03-21 18:54:44,090 - INFO - [Train] step: 30099, loss_mpn: 0.170066, loss_rec: 0.118001, loss_semantic: 0.911913, loss_idmrf: 14.730311, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:55:16,411 - INFO - [Train] step: 30199, loss_mpn: 0.163073, loss_rec: 0.097568, loss_semantic: 1.051278, loss_idmrf: 11.340075, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:55:48,749 - INFO - [Train] step: 30299, loss_mpn: 0.135524, loss_rec: 0.131078, loss_semantic: 1.105335, loss_idmrf: 15.882198, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:56:21,087 - INFO - [Train] step: 30399, loss_mpn: 0.108357, loss_rec: 0.111850, loss_semantic: 1.144115, loss_idmrf: 18.314207, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:56:53,456 - INFO - [Train] step: 30499, loss_mpn: 0.064942, loss_rec: 0.061256, loss_semantic: 0.732412, loss_idmrf: 11.253233, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:57:25,951 - INFO - [Train] step: 30599, loss_mpn: 0.112870, loss_rec: 0.073927, loss_semantic: 0.831612, loss_idmrf: 16.164289, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:57:58,342 - INFO - [Train] step: 30699, loss_mpn: 0.105954, loss_rec: 0.071551, loss_semantic: 0.974347, loss_idmrf: 13.470034, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:58:30,747 - INFO - [Train] step: 30799, loss_mpn: 0.160693, loss_rec: 0.048999, loss_semantic: 0.655901, loss_idmrf: 9.379982, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:59:03,062 - INFO - [Train] step: 30899, loss_mpn: 0.085183, loss_rec: 0.062014, loss_semantic: 0.861245, loss_idmrf: 11.692265, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 18:59:35,424 - INFO - [Train] step: 30999, loss_mpn: 0.147991, loss_rec: 0.071547, loss_semantic: 0.925710, loss_idmrf: 7.866310, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:00:15,855 - INFO - [Eval] step: 30999, bce: 0.338088, psnr: 23.478937, ssim: 0.778582, lpips: 0.211503
+2023-03-21 19:00:50,771 - INFO - [Train] step: 31099, loss_mpn: 0.085203, loss_rec: 0.074897, loss_semantic: 0.876897, loss_idmrf: 13.409348, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:01:23,018 - INFO - [Train] step: 31199, loss_mpn: 0.265894, loss_rec: 0.094343, loss_semantic: 0.897502, loss_idmrf: 12.580769, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:01:55,343 - INFO - [Train] step: 31299, loss_mpn: 0.075201, loss_rec: 0.074837, loss_semantic: 0.839074, loss_idmrf: 12.157080, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:02:27,738 - INFO - [Train] step: 31399, loss_mpn: 0.167563, loss_rec: 0.098481, loss_semantic: 1.124440, loss_idmrf: 14.050548, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:03:00,245 - INFO - [Train] step: 31499, loss_mpn: 0.026694, loss_rec: 0.067071, loss_semantic: 0.867765, loss_idmrf: 8.540638, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:03:32,621 - INFO - [Train] step: 31599, loss_mpn: 0.109034, loss_rec: 0.102661, loss_semantic: 1.039097, loss_idmrf: 13.133686, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:04:04,956 - INFO - [Train] step: 31699, loss_mpn: 0.099674, loss_rec: 0.069523, loss_semantic: 0.806641, loss_idmrf: 10.611744, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:04:37,290 - INFO - [Train] step: 31799, loss_mpn: 0.102522, loss_rec: 0.045234, loss_semantic: 0.666846, loss_idmrf: 13.367956, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:05:09,682 - INFO - [Train] step: 31899, loss_mpn: 0.086318, loss_rec: 0.081852, loss_semantic: 0.902353, loss_idmrf: 14.575554, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:05:42,294 - INFO - [Train] step: 31999, loss_mpn: 0.101244, loss_rec: 0.089310, loss_semantic: 1.051888, loss_idmrf: 12.177542, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:06:22,949 - INFO - [Eval] step: 31999, bce: 0.327874, psnr: 23.443724, ssim: 0.775645, lpips: 0.212580
+2023-03-21 19:06:57,799 - INFO - [Train] step: 32099, loss_mpn: 0.195269, loss_rec: 0.107437, loss_semantic: 1.060176, loss_idmrf: 14.519876, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:07:30,119 - INFO - [Train] step: 32199, loss_mpn: 0.100881, loss_rec: 0.110958, loss_semantic: 1.091197, loss_idmrf: 10.415643, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:08:02,426 - INFO - [Train] step: 32299, loss_mpn: 0.231630, loss_rec: 0.083079, loss_semantic: 0.914957, loss_idmrf: 14.878861, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:08:35,313 - INFO - [Train] step: 32399, loss_mpn: 0.104495, loss_rec: 0.094868, loss_semantic: 0.997170, loss_idmrf: 10.745481, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:09:07,713 - INFO - [Train] step: 32499, loss_mpn: 0.130087, loss_rec: 0.061234, loss_semantic: 0.834373, loss_idmrf: 16.880898, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:09:40,109 - INFO - [Train] step: 32599, loss_mpn: 0.099039, loss_rec: 0.051509, loss_semantic: 0.776683, loss_idmrf: 6.873574, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:10:12,545 - INFO - [Train] step: 32699, loss_mpn: 0.056403, loss_rec: 0.067367, loss_semantic: 0.695015, loss_idmrf: 8.482984, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:10:44,905 - INFO - [Train] step: 32799, loss_mpn: 0.113881, loss_rec: 0.058670, loss_semantic: 0.664820, loss_idmrf: 9.120420, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:11:17,271 - INFO - [Train] step: 32899, loss_mpn: 0.196111, loss_rec: 0.092460, loss_semantic: 1.079517, loss_idmrf: 17.442650, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:11:49,609 - INFO - [Train] step: 32999, loss_mpn: 0.173142, loss_rec: 0.095134, loss_semantic: 1.091584, loss_idmrf: 11.095825, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:12:30,074 - INFO - [Eval] step: 32999, bce: 0.306965, psnr: 23.473999, ssim: 0.781929, lpips: 0.210994
+2023-03-21 19:13:04,982 - INFO - [Train] step: 33099, loss_mpn: 0.126101, loss_rec: 0.074712, loss_semantic: 0.884718, loss_idmrf: 7.565885, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:13:37,316 - INFO - [Train] step: 33199, loss_mpn: 0.098353, loss_rec: 0.071676, loss_semantic: 0.730633, loss_idmrf: 10.835093, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:14:09,667 - INFO - [Train] step: 33299, loss_mpn: 0.231969, loss_rec: 0.083726, loss_semantic: 0.904915, loss_idmrf: 18.244251, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:14:42,061 - INFO - [Train] step: 33399, loss_mpn: 0.133570, loss_rec: 0.074448, loss_semantic: 0.946769, loss_idmrf: 12.102432, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:15:14,434 - INFO - [Train] step: 33499, loss_mpn: 0.093412, loss_rec: 0.055599, loss_semantic: 0.738989, loss_idmrf: 8.683008, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:15:46,843 - INFO - [Train] step: 33599, loss_mpn: 0.174936, loss_rec: 0.043745, loss_semantic: 0.639194, loss_idmrf: 15.503588, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:16:19,432 - INFO - [Train] step: 33699, loss_mpn: 0.134399, loss_rec: 0.086215, loss_semantic: 0.921415, loss_idmrf: 12.912855, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:16:51,843 - INFO - [Train] step: 33799, loss_mpn: 0.078062, loss_rec: 0.082153, loss_semantic: 1.029629, loss_idmrf: 10.891958, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:17:24,198 - INFO - [Train] step: 33899, loss_mpn: 0.116198, loss_rec: 0.078118, loss_semantic: 0.872768, loss_idmrf: 12.132208, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:17:56,548 - INFO - [Train] step: 33999, loss_mpn: 0.106212, loss_rec: 0.101394, loss_semantic: 1.061554, loss_idmrf: 17.903191, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:18:37,321 - INFO - [Eval] step: 33999, bce: 0.339207, psnr: 23.480154, ssim: 0.782032, lpips: 0.206499
+2023-03-21 19:19:12,229 - INFO - [Train] step: 34099, loss_mpn: 0.048928, loss_rec: 0.059056, loss_semantic: 0.646490, loss_idmrf: 11.212885, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:19:44,584 - INFO - [Train] step: 34199, loss_mpn: 0.151921, loss_rec: 0.080318, loss_semantic: 0.990718, loss_idmrf: 12.924362, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:20:16,999 - INFO - [Train] step: 34299, loss_mpn: 0.045325, loss_rec: 0.036056, loss_semantic: 0.561952, loss_idmrf: 10.365091, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:20:49,345 - INFO - [Train] step: 34399, loss_mpn: 0.124285, loss_rec: 0.069434, loss_semantic: 0.965112, loss_idmrf: 10.101401, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:21:21,777 - INFO - [Train] step: 34499, loss_mpn: 0.103330, loss_rec: 0.048983, loss_semantic: 0.692520, loss_idmrf: 7.650970, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:21:54,143 - INFO - [Train] step: 34599, loss_mpn: 0.070347, loss_rec: 0.083265, loss_semantic: 0.880221, loss_idmrf: 8.388151, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:22:26,634 - INFO - [Train] step: 34699, loss_mpn: 0.127707, loss_rec: 0.099474, loss_semantic: 1.064926, loss_idmrf: 12.090139, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:22:59,155 - INFO - [Train] step: 34799, loss_mpn: 0.146989, loss_rec: 0.085325, loss_semantic: 0.969051, loss_idmrf: 17.619705, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:23:31,535 - INFO - [Train] step: 34899, loss_mpn: 0.068751, loss_rec: 0.075816, loss_semantic: 0.899060, loss_idmrf: 13.270338, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:24:03,893 - INFO - [Train] step: 34999, loss_mpn: 0.156694, loss_rec: 0.088713, loss_semantic: 1.062524, loss_idmrf: 9.207743, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:24:44,460 - INFO - [Eval] step: 34999, bce: 0.308265, psnr: 23.556816, ssim: 0.782357, lpips: 0.205533
+2023-03-21 19:25:19,515 - INFO - [Train] step: 35099, loss_mpn: 0.074425, loss_rec: 0.055835, loss_semantic: 0.757875, loss_idmrf: 6.439013, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:25:51,819 - INFO - [Train] step: 35199, loss_mpn: 0.159648, loss_rec: 0.117952, loss_semantic: 1.082094, loss_idmrf: 12.582553, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:26:24,153 - INFO - [Train] step: 35299, loss_mpn: 0.129700, loss_rec: 0.074844, loss_semantic: 0.900971, loss_idmrf: 10.797236, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:26:56,494 - INFO - [Train] step: 35399, loss_mpn: 0.133410, loss_rec: 0.068488, loss_semantic: 0.902279, loss_idmrf: 11.752026, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:27:28,845 - INFO - [Train] step: 35499, loss_mpn: 0.147498, loss_rec: 0.077565, loss_semantic: 0.853593, loss_idmrf: 10.638285, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:28:01,202 - INFO - [Train] step: 35599, loss_mpn: 0.061637, loss_rec: 0.097930, loss_semantic: 0.898591, loss_idmrf: 14.971415, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:28:33,622 - INFO - [Train] step: 35699, loss_mpn: 0.161726, loss_rec: 0.085572, loss_semantic: 1.136318, loss_idmrf: 11.694517, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:29:06,090 - INFO - [Train] step: 35799, loss_mpn: 0.135957, loss_rec: 0.070895, loss_semantic: 0.859540, loss_idmrf: 11.860051, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:29:38,399 - INFO - [Train] step: 35899, loss_mpn: 0.078976, loss_rec: 0.092798, loss_semantic: 0.921730, loss_idmrf: 15.389961, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:30:10,785 - INFO - [Train] step: 35999, loss_mpn: 0.116612, loss_rec: 0.084228, loss_semantic: 0.995090, loss_idmrf: 17.889709, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:30:51,258 - INFO - [Eval] step: 35999, bce: 0.285900, psnr: 23.672693, ssim: 0.785159, lpips: 0.203952
+2023-03-21 19:31:26,107 - INFO - [Train] step: 36099, loss_mpn: 0.242269, loss_rec: 0.110535, loss_semantic: 1.185095, loss_idmrf: 15.584227, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:31:58,398 - INFO - [Train] step: 36199, loss_mpn: 0.188918, loss_rec: 0.111767, loss_semantic: 1.121055, loss_idmrf: 16.005814, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:32:30,709 - INFO - [Train] step: 36299, loss_mpn: 0.103450, loss_rec: 0.077881, loss_semantic: 0.859426, loss_idmrf: 10.606646, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:33:03,089 - INFO - [Train] step: 36399, loss_mpn: 0.119139, loss_rec: 0.088288, loss_semantic: 1.013294, loss_idmrf: 9.811926, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:33:35,469 - INFO - [Train] step: 36499, loss_mpn: 0.076724, loss_rec: 0.076457, loss_semantic: 0.785787, loss_idmrf: 12.715345, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:34:07,834 - INFO - [Train] step: 36599, loss_mpn: 0.090681, loss_rec: 0.105031, loss_semantic: 1.172793, loss_idmrf: 13.971869, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:34:40,245 - INFO - [Train] step: 36699, loss_mpn: 0.145913, loss_rec: 0.082115, loss_semantic: 0.807895, loss_idmrf: 11.673720, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:35:12,821 - INFO - [Train] step: 36799, loss_mpn: 0.142147, loss_rec: 0.070963, loss_semantic: 0.924246, loss_idmrf: 12.090580, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:35:45,153 - INFO - [Train] step: 36899, loss_mpn: 0.083779, loss_rec: 0.057406, loss_semantic: 0.788184, loss_idmrf: 11.803570, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:36:17,460 - INFO - [Train] step: 36999, loss_mpn: 0.129093, loss_rec: 0.056769, loss_semantic: 0.784826, loss_idmrf: 8.940241, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:36:57,965 - INFO - [Eval] step: 36999, bce: 0.293777, psnr: 23.661062, ssim: 0.787565, lpips: 0.202162
+2023-03-21 19:37:32,821 - INFO - [Train] step: 37099, loss_mpn: 0.192811, loss_rec: 0.118828, loss_semantic: 1.091831, loss_idmrf: 14.528356, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:38:05,135 - INFO - [Train] step: 37199, loss_mpn: 0.148677, loss_rec: 0.125645, loss_semantic: 1.241902, loss_idmrf: 15.672516, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:38:37,491 - INFO - [Train] step: 37299, loss_mpn: 0.135912, loss_rec: 0.073087, loss_semantic: 0.963876, loss_idmrf: 13.857046, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:39:09,921 - INFO - [Train] step: 37399, loss_mpn: 0.171994, loss_rec: 0.048649, loss_semantic: 0.637665, loss_idmrf: 12.875721, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:39:42,288 - INFO - [Train] step: 37499, loss_mpn: 0.090935, loss_rec: 0.074599, loss_semantic: 0.888246, loss_idmrf: 11.690615, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:40:14,628 - INFO - [Train] step: 37599, loss_mpn: 0.051011, loss_rec: 0.061723, loss_semantic: 0.650031, loss_idmrf: 15.454343, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:40:46,993 - INFO - [Train] step: 37699, loss_mpn: 0.065246, loss_rec: 0.050681, loss_semantic: 0.806640, loss_idmrf: 11.103964, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:41:19,398 - INFO - [Train] step: 37799, loss_mpn: 0.161810, loss_rec: 0.063299, loss_semantic: 0.795714, loss_idmrf: 11.022573, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:41:51,754 - INFO - [Train] step: 37899, loss_mpn: 0.132400, loss_rec: 0.104162, loss_semantic: 1.124513, loss_idmrf: 17.593750, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:42:24,133 - INFO - [Train] step: 37999, loss_mpn: 0.092621, loss_rec: 0.065010, loss_semantic: 0.792012, loss_idmrf: 7.928523, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:43:04,742 - INFO - [Eval] step: 37999, bce: 0.285177, psnr: 23.557861, ssim: 0.780786, lpips: 0.204591
+2023-03-21 19:43:39,552 - INFO - [Train] step: 38099, loss_mpn: 0.142993, loss_rec: 0.104691, loss_semantic: 1.105852, loss_idmrf: 13.226967, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:44:11,846 - INFO - [Train] step: 38199, loss_mpn: 0.111880, loss_rec: 0.097157, loss_semantic: 1.121942, loss_idmrf: 14.326889, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:44:44,204 - INFO - [Train] step: 38299, loss_mpn: 0.155796, loss_rec: 0.125417, loss_semantic: 1.101227, loss_idmrf: 16.057049, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:45:16,582 - INFO - [Train] step: 38399, loss_mpn: 0.098807, loss_rec: 0.098827, loss_semantic: 0.999216, loss_idmrf: 15.072657, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:45:49,541 - INFO - [Train] step: 38499, loss_mpn: 0.155611, loss_rec: 0.065739, loss_semantic: 0.896536, loss_idmrf: 8.686176, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:46:21,863 - INFO - [Train] step: 38599, loss_mpn: 0.074103, loss_rec: 0.077866, loss_semantic: 0.826925, loss_idmrf: 9.704762, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:46:54,136 - INFO - [Train] step: 38699, loss_mpn: 0.119993, loss_rec: 0.057558, loss_semantic: 0.676403, loss_idmrf: 10.293524, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:47:26,514 - INFO - [Train] step: 38799, loss_mpn: 0.065891, loss_rec: 0.080238, loss_semantic: 0.973391, loss_idmrf: 9.051563, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:47:58,843 - INFO - [Train] step: 38899, loss_mpn: 0.178090, loss_rec: 0.116430, loss_semantic: 1.171593, loss_idmrf: 18.548950, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:48:31,056 - INFO - [Train] step: 38999, loss_mpn: 0.160489, loss_rec: 0.125089, loss_semantic: 1.245428, loss_idmrf: 17.611860, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:49:11,630 - INFO - [Eval] step: 38999, bce: 0.281484, psnr: 23.590960, ssim: 0.782908, lpips: 0.203457
+2023-03-21 19:49:46,477 - INFO - [Train] step: 39099, loss_mpn: 0.108685, loss_rec: 0.083171, loss_semantic: 0.914399, loss_idmrf: 13.288658, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:50:18,771 - INFO - [Train] step: 39199, loss_mpn: 0.173223, loss_rec: 0.068721, loss_semantic: 0.703553, loss_idmrf: 10.130735, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:50:51,057 - INFO - [Train] step: 39299, loss_mpn: 0.048926, loss_rec: 0.061673, loss_semantic: 0.870931, loss_idmrf: 8.993187, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:51:23,445 - INFO - [Train] step: 39399, loss_mpn: 0.080680, loss_rec: 0.059196, loss_semantic: 0.765424, loss_idmrf: 9.257755, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:51:55,850 - INFO - [Train] step: 39499, loss_mpn: 0.141113, loss_rec: 0.073175, loss_semantic: 0.786425, loss_idmrf: 11.210930, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:52:28,161 - INFO - [Train] step: 39599, loss_mpn: 0.103717, loss_rec: 0.116662, loss_semantic: 1.024717, loss_idmrf: 10.906295, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:53:00,553 - INFO - [Train] step: 39699, loss_mpn: 0.077588, loss_rec: 0.050371, loss_semantic: 0.743942, loss_idmrf: 8.530413, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:53:33,095 - INFO - [Train] step: 39799, loss_mpn: 0.092779, loss_rec: 0.094925, loss_semantic: 0.967043, loss_idmrf: 10.901254, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:54:05,960 - INFO - [Train] step: 39899, loss_mpn: 0.048106, loss_rec: 0.054118, loss_semantic: 0.629817, loss_idmrf: 9.071651, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:54:38,334 - INFO - [Train] step: 39999, loss_mpn: 0.108351, loss_rec: 0.073096, loss_semantic: 0.811329, loss_idmrf: 7.287030, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:55:18,832 - INFO - [Eval] step: 39999, bce: 0.285394, psnr: 23.838442, ssim: 0.789403, lpips: 0.201593
+2023-03-21 19:55:53,780 - INFO - [Train] step: 40099, loss_mpn: 0.130370, loss_rec: 0.071417, loss_semantic: 0.909600, loss_idmrf: 9.028742, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:56:26,067 - INFO - [Train] step: 40199, loss_mpn: 0.079947, loss_rec: 0.075798, loss_semantic: 0.877125, loss_idmrf: 14.353090, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:56:58,373 - INFO - [Train] step: 40299, loss_mpn: 0.276547, loss_rec: 0.074478, loss_semantic: 0.819715, loss_idmrf: 8.781993, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:57:30,739 - INFO - [Train] step: 40399, loss_mpn: 0.036192, loss_rec: 0.088449, loss_semantic: 0.759313, loss_idmrf: 9.071917, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:58:03,144 - INFO - [Train] step: 40499, loss_mpn: 0.070757, loss_rec: 0.083839, loss_semantic: 0.851536, loss_idmrf: 8.020528, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:58:35,561 - INFO - [Train] step: 40599, loss_mpn: 0.108936, loss_rec: 0.098235, loss_semantic: 0.933520, loss_idmrf: 13.150145, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:59:07,892 - INFO - [Train] step: 40699, loss_mpn: 0.039681, loss_rec: 0.050688, loss_semantic: 0.705530, loss_idmrf: 9.573126, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 19:59:40,210 - INFO - [Train] step: 40799, loss_mpn: 0.066004, loss_rec: 0.055322, loss_semantic: 0.712725, loss_idmrf: 5.340338, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:00:12,873 - INFO - [Train] step: 40899, loss_mpn: 0.166106, loss_rec: 0.088412, loss_semantic: 0.787291, loss_idmrf: 8.973844, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:00:45,159 - INFO - [Train] step: 40999, loss_mpn: 0.148912, loss_rec: 0.057779, loss_semantic: 0.659316, loss_idmrf: 11.590916, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:01:25,803 - INFO - [Eval] step: 40999, bce: 0.267570, psnr: 23.672352, ssim: 0.791329, lpips: 0.199550
+2023-03-21 20:02:00,776 - INFO - [Train] step: 41099, loss_mpn: 0.168067, loss_rec: 0.101526, loss_semantic: 0.935035, loss_idmrf: 16.409145, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:02:33,029 - INFO - [Train] step: 41199, loss_mpn: 0.094225, loss_rec: 0.099198, loss_semantic: 1.082445, loss_idmrf: 12.952596, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:03:05,668 - INFO - [Train] step: 41299, loss_mpn: 0.115054, loss_rec: 0.093537, loss_semantic: 1.227610, loss_idmrf: 15.340565, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:03:38,010 - INFO - [Train] step: 41399, loss_mpn: 0.081252, loss_rec: 0.073340, loss_semantic: 0.798757, loss_idmrf: 9.390589, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:04:10,314 - INFO - [Train] step: 41499, loss_mpn: 0.088532, loss_rec: 0.081448, loss_semantic: 0.901285, loss_idmrf: 15.094536, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:04:42,952 - INFO - [Train] step: 41599, loss_mpn: 0.128277, loss_rec: 0.130763, loss_semantic: 1.324928, loss_idmrf: 14.123594, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:05:15,334 - INFO - [Train] step: 41699, loss_mpn: 0.080408, loss_rec: 0.084875, loss_semantic: 1.001713, loss_idmrf: 9.707582, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:05:47,999 - INFO - [Train] step: 41799, loss_mpn: 0.133921, loss_rec: 0.088373, loss_semantic: 0.997186, loss_idmrf: 14.190428, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:06:20,587 - INFO - [Train] step: 41899, loss_mpn: 0.138797, loss_rec: 0.106244, loss_semantic: 1.102545, loss_idmrf: 11.064695, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:06:52,949 - INFO - [Train] step: 41999, loss_mpn: 0.161915, loss_rec: 0.099889, loss_semantic: 0.885800, loss_idmrf: 7.838423, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:07:33,544 - INFO - [Eval] step: 41999, bce: 0.286703, psnr: 23.793415, ssim: 0.791601, lpips: 0.198510
+2023-03-21 20:08:08,341 - INFO - [Train] step: 42099, loss_mpn: 0.109470, loss_rec: 0.068435, loss_semantic: 0.801323, loss_idmrf: 7.758990, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:08:40,668 - INFO - [Train] step: 42199, loss_mpn: 0.121120, loss_rec: 0.055814, loss_semantic: 0.708920, loss_idmrf: 10.451500, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:09:13,034 - INFO - [Train] step: 42299, loss_mpn: 0.067569, loss_rec: 0.099776, loss_semantic: 0.912568, loss_idmrf: 10.928908, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:09:45,401 - INFO - [Train] step: 42399, loss_mpn: 0.105738, loss_rec: 0.093972, loss_semantic: 1.004551, loss_idmrf: 13.235538, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:10:17,692 - INFO - [Train] step: 42499, loss_mpn: 0.076588, loss_rec: 0.071270, loss_semantic: 0.830090, loss_idmrf: 7.120924, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:10:50,003 - INFO - [Train] step: 42599, loss_mpn: 0.146838, loss_rec: 0.114098, loss_semantic: 1.191044, loss_idmrf: 10.960283, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:11:22,281 - INFO - [Train] step: 42699, loss_mpn: 0.087844, loss_rec: 0.090476, loss_semantic: 0.827701, loss_idmrf: 10.307480, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:11:54,565 - INFO - [Train] step: 42799, loss_mpn: 0.085763, loss_rec: 0.085802, loss_semantic: 0.868446, loss_idmrf: 12.046395, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:12:27,077 - INFO - [Train] step: 42899, loss_mpn: 0.100515, loss_rec: 0.089222, loss_semantic: 0.953046, loss_idmrf: 17.619190, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:12:59,474 - INFO - [Train] step: 42999, loss_mpn: 0.115759, loss_rec: 0.125457, loss_semantic: 1.034477, loss_idmrf: 13.379143, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:13:40,069 - INFO - [Eval] step: 42999, bce: 0.238661, psnr: 23.939169, ssim: 0.790890, lpips: 0.197529
+2023-03-21 20:14:14,814 - INFO - [Train] step: 43099, loss_mpn: 0.037670, loss_rec: 0.095225, loss_semantic: 1.054353, loss_idmrf: 11.562422, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:14:47,078 - INFO - [Train] step: 43199, loss_mpn: 0.107663, loss_rec: 0.103884, loss_semantic: 1.234960, loss_idmrf: 14.026543, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:15:19,376 - INFO - [Train] step: 43299, loss_mpn: 0.083703, loss_rec: 0.094610, loss_semantic: 1.083292, loss_idmrf: 12.846387, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:15:51,625 - INFO - [Train] step: 43399, loss_mpn: 0.114971, loss_rec: 0.071315, loss_semantic: 0.870559, loss_idmrf: 14.242664, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:16:23,913 - INFO - [Train] step: 43499, loss_mpn: 0.120457, loss_rec: 0.121571, loss_semantic: 1.061749, loss_idmrf: 13.607991, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:16:56,193 - INFO - [Train] step: 43599, loss_mpn: 0.079791, loss_rec: 0.089675, loss_semantic: 0.825567, loss_idmrf: 9.003521, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:17:28,480 - INFO - [Train] step: 43699, loss_mpn: 0.098945, loss_rec: 0.099819, loss_semantic: 0.971406, loss_idmrf: 15.398510, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:18:00,818 - INFO - [Train] step: 43799, loss_mpn: 0.102181, loss_rec: 0.062549, loss_semantic: 0.779846, loss_idmrf: 13.967008, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:18:33,271 - INFO - [Train] step: 43899, loss_mpn: 0.145385, loss_rec: 0.083692, loss_semantic: 0.871694, loss_idmrf: 8.611891, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:19:05,959 - INFO - [Train] step: 43999, loss_mpn: 0.109369, loss_rec: 0.131107, loss_semantic: 1.209031, loss_idmrf: 14.887697, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:19:46,705 - INFO - [Eval] step: 43999, bce: 0.239287, psnr: 23.881678, ssim: 0.793317, lpips: 0.196646
+2023-03-21 20:20:21,513 - INFO - [Train] step: 44099, loss_mpn: 0.039401, loss_rec: 0.050850, loss_semantic: 0.676830, loss_idmrf: 8.307272, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:20:53,761 - INFO - [Train] step: 44199, loss_mpn: 0.145536, loss_rec: 0.068501, loss_semantic: 0.844037, loss_idmrf: 12.046491, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:21:26,055 - INFO - [Train] step: 44299, loss_mpn: 0.047509, loss_rec: 0.120152, loss_semantic: 1.072268, loss_idmrf: 11.468755, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:21:58,424 - INFO - [Train] step: 44399, loss_mpn: 0.073329, loss_rec: 0.055743, loss_semantic: 0.752512, loss_idmrf: 13.552562, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:22:30,774 - INFO - [Train] step: 44499, loss_mpn: 0.150415, loss_rec: 0.086936, loss_semantic: 0.994115, loss_idmrf: 11.119141, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:23:03,049 - INFO - [Train] step: 44599, loss_mpn: 0.055090, loss_rec: 0.068854, loss_semantic: 0.812499, loss_idmrf: 6.873743, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:23:35,601 - INFO - [Train] step: 44699, loss_mpn: 0.101066, loss_rec: 0.078236, loss_semantic: 0.889393, loss_idmrf: 13.010035, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:24:08,735 - INFO - [Train] step: 44799, loss_mpn: 0.086163, loss_rec: 0.063299, loss_semantic: 0.624709, loss_idmrf: 6.181183, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:24:41,052 - INFO - [Train] step: 44899, loss_mpn: 0.109302, loss_rec: 0.090540, loss_semantic: 0.824131, loss_idmrf: 16.914225, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:25:13,336 - INFO - [Train] step: 44999, loss_mpn: 0.081702, loss_rec: 0.067095, loss_semantic: 0.705572, loss_idmrf: 13.416895, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:25:53,931 - INFO - [Eval] step: 44999, bce: 0.232618, psnr: 23.918484, ssim: 0.795021, lpips: 0.196455
+2023-03-21 20:26:28,924 - INFO - [Train] step: 45099, loss_mpn: 0.093772, loss_rec: 0.060284, loss_semantic: 0.796802, loss_idmrf: 9.095907, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:27:01,142 - INFO - [Train] step: 45199, loss_mpn: 0.101593, loss_rec: 0.043701, loss_semantic: 0.598866, loss_idmrf: 6.885017, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:27:34,106 - INFO - [Train] step: 45299, loss_mpn: 0.079208, loss_rec: 0.050644, loss_semantic: 0.677406, loss_idmrf: 9.461893, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:28:06,419 - INFO - [Train] step: 45399, loss_mpn: 0.014237, loss_rec: 0.028817, loss_semantic: 0.462710, loss_idmrf: 7.655100, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:28:39,490 - INFO - [Train] step: 45499, loss_mpn: 0.088372, loss_rec: 0.106624, loss_semantic: 1.118892, loss_idmrf: 13.036771, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:29:11,825 - INFO - [Train] step: 45599, loss_mpn: 0.051730, loss_rec: 0.058741, loss_semantic: 0.752732, loss_idmrf: 10.391800, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:29:44,056 - INFO - [Train] step: 45699, loss_mpn: 0.155972, loss_rec: 0.091524, loss_semantic: 0.897205, loss_idmrf: 15.552849, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:30:16,309 - INFO - [Train] step: 45799, loss_mpn: 0.106267, loss_rec: 0.045183, loss_semantic: 0.629479, loss_idmrf: 7.051706, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:30:48,586 - INFO - [Train] step: 45899, loss_mpn: 0.103739, loss_rec: 0.081595, loss_semantic: 0.898539, loss_idmrf: 10.499619, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:31:20,882 - INFO - [Train] step: 45999, loss_mpn: 0.135276, loss_rec: 0.155390, loss_semantic: 1.373033, loss_idmrf: 18.025217, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:32:01,446 - INFO - [Eval] step: 45999, bce: 0.232592, psnr: 23.829638, ssim: 0.794346, lpips: 0.194596
+2023-03-21 20:32:36,234 - INFO - [Train] step: 46099, loss_mpn: 0.133923, loss_rec: 0.081314, loss_semantic: 0.999282, loss_idmrf: 14.292698, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:33:08,408 - INFO - [Train] step: 46199, loss_mpn: 0.037505, loss_rec: 0.066709, loss_semantic: 0.738553, loss_idmrf: 11.489106, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:33:40,602 - INFO - [Train] step: 46299, loss_mpn: 0.123997, loss_rec: 0.078913, loss_semantic: 0.929100, loss_idmrf: 11.768457, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:34:12,785 - INFO - [Train] step: 46399, loss_mpn: 0.070027, loss_rec: 0.093166, loss_semantic: 0.837189, loss_idmrf: 11.505883, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:34:44,974 - INFO - [Train] step: 46499, loss_mpn: 0.060534, loss_rec: 0.070697, loss_semantic: 0.708403, loss_idmrf: 11.320298, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:35:17,195 - INFO - [Train] step: 46599, loss_mpn: 0.054762, loss_rec: 0.068168, loss_semantic: 0.787185, loss_idmrf: 9.129519, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:35:49,473 - INFO - [Train] step: 46699, loss_mpn: 0.060770, loss_rec: 0.043362, loss_semantic: 0.651186, loss_idmrf: 13.072312, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:36:21,661 - INFO - [Train] step: 46799, loss_mpn: 0.052353, loss_rec: 0.050582, loss_semantic: 0.696378, loss_idmrf: 12.289732, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:36:53,894 - INFO - [Train] step: 46899, loss_mpn: 0.086879, loss_rec: 0.090786, loss_semantic: 0.876184, loss_idmrf: 9.264821, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:37:26,233 - INFO - [Train] step: 46999, loss_mpn: 0.075867, loss_rec: 0.069423, loss_semantic: 0.871437, loss_idmrf: 12.481160, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:38:06,778 - INFO - [Eval] step: 46999, bce: 0.213464, psnr: 24.098145, ssim: 0.795414, lpips: 0.196590
+2023-03-21 20:38:41,516 - INFO - [Train] step: 47099, loss_mpn: 0.091647, loss_rec: 0.067193, loss_semantic: 0.770415, loss_idmrf: 10.721689, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:39:13,742 - INFO - [Train] step: 47199, loss_mpn: 0.092394, loss_rec: 0.088714, loss_semantic: 0.984361, loss_idmrf: 11.142021, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:39:45,996 - INFO - [Train] step: 47299, loss_mpn: 0.034583, loss_rec: 0.111487, loss_semantic: 1.019069, loss_idmrf: 10.244106, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:40:18,237 - INFO - [Train] step: 47399, loss_mpn: 0.045565, loss_rec: 0.072361, loss_semantic: 0.897370, loss_idmrf: 7.060034, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:40:50,411 - INFO - [Train] step: 47499, loss_mpn: 0.133676, loss_rec: 0.066374, loss_semantic: 0.843758, loss_idmrf: 9.192949, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:41:22,701 - INFO - [Train] step: 47599, loss_mpn: 0.061732, loss_rec: 0.087597, loss_semantic: 0.938833, loss_idmrf: 10.512880, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:41:54,875 - INFO - [Train] step: 47699, loss_mpn: 0.056724, loss_rec: 0.040654, loss_semantic: 0.595731, loss_idmrf: 7.851232, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:42:27,483 - INFO - [Train] step: 47799, loss_mpn: 0.072487, loss_rec: 0.070355, loss_semantic: 0.844734, loss_idmrf: 11.219503, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:42:59,676 - INFO - [Train] step: 47899, loss_mpn: 0.092880, loss_rec: 0.065040, loss_semantic: 0.822872, loss_idmrf: 9.674298, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:43:31,871 - INFO - [Train] step: 47999, loss_mpn: 0.083863, loss_rec: 0.102609, loss_semantic: 1.058305, loss_idmrf: 12.297783, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:44:12,321 - INFO - [Eval] step: 47999, bce: 0.213337, psnr: 23.864239, ssim: 0.797166, lpips: 0.192200
+2023-03-21 20:44:46,950 - INFO - [Train] step: 48099, loss_mpn: 0.117140, loss_rec: 0.078642, loss_semantic: 0.825624, loss_idmrf: 12.395477, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:45:19,102 - INFO - [Train] step: 48199, loss_mpn: 0.131656, loss_rec: 0.082879, loss_semantic: 0.882198, loss_idmrf: 10.676375, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:45:51,246 - INFO - [Train] step: 48299, loss_mpn: 0.054988, loss_rec: 0.099537, loss_semantic: 1.033901, loss_idmrf: 10.988497, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:46:23,483 - INFO - [Train] step: 48399, loss_mpn: 0.067098, loss_rec: 0.080465, loss_semantic: 0.764734, loss_idmrf: 9.698061, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:46:55,674 - INFO - [Train] step: 48499, loss_mpn: 0.082616, loss_rec: 0.078752, loss_semantic: 0.844317, loss_idmrf: 10.451326, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:47:27,923 - INFO - [Train] step: 48599, loss_mpn: 0.064535, loss_rec: 0.094863, loss_semantic: 0.990219, loss_idmrf: 10.421281, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:48:00,669 - INFO - [Train] step: 48699, loss_mpn: 0.147505, loss_rec: 0.085066, loss_semantic: 0.897075, loss_idmrf: 9.967638, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:48:32,880 - INFO - [Train] step: 48799, loss_mpn: 0.041280, loss_rec: 0.094531, loss_semantic: 0.888145, loss_idmrf: 10.231594, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:49:05,946 - INFO - [Train] step: 48899, loss_mpn: 0.105904, loss_rec: 0.128652, loss_semantic: 0.972392, loss_idmrf: 12.669004, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:49:38,222 - INFO - [Train] step: 48999, loss_mpn: 0.054583, loss_rec: 0.104762, loss_semantic: 1.090923, loss_idmrf: 14.816129, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:50:18,766 - INFO - [Eval] step: 48999, bce: 0.210194, psnr: 24.051916, ssim: 0.797263, lpips: 0.194827
+2023-03-21 20:50:53,383 - INFO - [Train] step: 49099, loss_mpn: 0.071876, loss_rec: 0.094273, loss_semantic: 0.899189, loss_idmrf: 14.100950, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:51:25,513 - INFO - [Train] step: 49199, loss_mpn: 0.095567, loss_rec: 0.087776, loss_semantic: 0.996944, loss_idmrf: 10.071931, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:51:57,700 - INFO - [Train] step: 49299, loss_mpn: 0.063355, loss_rec: 0.070144, loss_semantic: 0.771148, loss_idmrf: 7.560023, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:52:29,881 - INFO - [Train] step: 49399, loss_mpn: 0.044482, loss_rec: 0.044902, loss_semantic: 0.658452, loss_idmrf: 6.420755, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:53:02,108 - INFO - [Train] step: 49499, loss_mpn: 0.034643, loss_rec: 0.095423, loss_semantic: 1.121986, loss_idmrf: 12.173107, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:53:34,562 - INFO - [Train] step: 49599, loss_mpn: 0.103194, loss_rec: 0.079598, loss_semantic: 0.989681, loss_idmrf: 11.279253, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:54:06,810 - INFO - [Train] step: 49699, loss_mpn: 0.038840, loss_rec: 0.057437, loss_semantic: 0.622683, loss_idmrf: 7.676809, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:54:39,026 - INFO - [Train] step: 49799, loss_mpn: 0.089641, loss_rec: 0.061914, loss_semantic: 0.730799, loss_idmrf: 11.946468, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:55:11,304 - INFO - [Train] step: 49899, loss_mpn: 0.046349, loss_rec: 0.061015, loss_semantic: 0.711196, loss_idmrf: 7.631917, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:55:43,542 - INFO - [Train] step: 49999, loss_mpn: 0.112175, loss_rec: 0.078890, loss_semantic: 0.859211, loss_idmrf: 13.779071, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:56:24,019 - INFO - [Eval] step: 49999, bce: 0.201419, psnr: 24.052681, ssim: 0.798501, lpips: 0.195446
+2023-03-21 20:56:58,859 - INFO - [Train] step: 50099, loss_mpn: 0.066839, loss_rec: 0.057453, loss_semantic: 0.779805, loss_idmrf: 8.183941, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:57:31,081 - INFO - [Train] step: 50199, loss_mpn: 0.076189, loss_rec: 0.079798, loss_semantic: 0.932008, loss_idmrf: 15.591619, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:58:03,362 - INFO - [Train] step: 50299, loss_mpn: 0.063792, loss_rec: 0.127190, loss_semantic: 1.238193, loss_idmrf: 17.599451, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:58:35,563 - INFO - [Train] step: 50399, loss_mpn: 0.062016, loss_rec: 0.062400, loss_semantic: 0.807015, loss_idmrf: 10.319788, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:59:07,786 - INFO - [Train] step: 50499, loss_mpn: 0.153275, loss_rec: 0.078908, loss_semantic: 0.917204, loss_idmrf: 14.086851, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 20:59:40,005 - INFO - [Train] step: 50599, loss_mpn: 0.093890, loss_rec: 0.087374, loss_semantic: 0.966572, loss_idmrf: 10.186451, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:00:12,208 - INFO - [Train] step: 50699, loss_mpn: 0.054380, loss_rec: 0.060656, loss_semantic: 0.732452, loss_idmrf: 8.983747, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:00:44,409 - INFO - [Train] step: 50799, loss_mpn: 0.022929, loss_rec: 0.044454, loss_semantic: 0.592047, loss_idmrf: 6.986560, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:01:16,638 - INFO - [Train] step: 50899, loss_mpn: 0.083359, loss_rec: 0.081720, loss_semantic: 0.937195, loss_idmrf: 8.994690, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:01:48,867 - INFO - [Train] step: 50999, loss_mpn: 0.095231, loss_rec: 0.053192, loss_semantic: 0.715975, loss_idmrf: 8.863306, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:02:29,841 - INFO - [Eval] step: 50999, bce: 0.207515, psnr: 24.126549, ssim: 0.797802, lpips: 0.191447
+2023-03-21 21:03:04,985 - INFO - [Train] step: 51099, loss_mpn: 0.054959, loss_rec: 0.089528, loss_semantic: 0.871979, loss_idmrf: 10.870846, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:03:37,172 - INFO - [Train] step: 51199, loss_mpn: 0.090300, loss_rec: 0.119923, loss_semantic: 1.092519, loss_idmrf: 11.651888, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:04:09,364 - INFO - [Train] step: 51299, loss_mpn: 0.088427, loss_rec: 0.119757, loss_semantic: 1.165143, loss_idmrf: 18.952438, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:04:41,579 - INFO - [Train] step: 51399, loss_mpn: 0.062709, loss_rec: 0.058078, loss_semantic: 0.738426, loss_idmrf: 9.646198, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:05:13,839 - INFO - [Train] step: 51499, loss_mpn: 0.059893, loss_rec: 0.086022, loss_semantic: 1.035060, loss_idmrf: 9.194838, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:05:46,191 - INFO - [Train] step: 51599, loss_mpn: 0.058992, loss_rec: 0.086412, loss_semantic: 0.904524, loss_idmrf: 9.481815, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:06:18,470 - INFO - [Train] step: 51699, loss_mpn: 0.072116, loss_rec: 0.082802, loss_semantic: 0.853787, loss_idmrf: 10.808067, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:06:50,732 - INFO - [Train] step: 51799, loss_mpn: 0.098041, loss_rec: 0.067833, loss_semantic: 0.829035, loss_idmrf: 10.677386, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:07:23,009 - INFO - [Train] step: 51899, loss_mpn: 0.094321, loss_rec: 0.070296, loss_semantic: 0.761955, loss_idmrf: 12.269053, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:07:55,255 - INFO - [Train] step: 51999, loss_mpn: 0.030270, loss_rec: 0.075111, loss_semantic: 0.875433, loss_idmrf: 7.340480, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:08:36,107 - INFO - [Eval] step: 51999, bce: 0.184139, psnr: 24.029112, ssim: 0.799746, lpips: 0.192845
+2023-03-21 21:09:11,409 - INFO - [Train] step: 52099, loss_mpn: 0.055694, loss_rec: 0.062389, loss_semantic: 0.794206, loss_idmrf: 9.911892, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:09:43,598 - INFO - [Train] step: 52199, loss_mpn: 0.167210, loss_rec: 0.121731, loss_semantic: 1.079720, loss_idmrf: 15.449762, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:10:15,817 - INFO - [Train] step: 52299, loss_mpn: 0.068062, loss_rec: 0.075426, loss_semantic: 0.866526, loss_idmrf: 13.043763, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:10:47,992 - INFO - [Train] step: 52399, loss_mpn: 0.082286, loss_rec: 0.061506, loss_semantic: 0.790126, loss_idmrf: 8.212813, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:11:20,268 - INFO - [Train] step: 52499, loss_mpn: 0.113000, loss_rec: 0.085635, loss_semantic: 0.815858, loss_idmrf: 14.138182, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:11:52,440 - INFO - [Train] step: 52599, loss_mpn: 0.070489, loss_rec: 0.075802, loss_semantic: 0.933243, loss_idmrf: 10.476036, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:12:25,181 - INFO - [Train] step: 52699, loss_mpn: 0.051633, loss_rec: 0.100227, loss_semantic: 0.876546, loss_idmrf: 12.626211, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:12:57,338 - INFO - [Train] step: 52799, loss_mpn: 0.086065, loss_rec: 0.070773, loss_semantic: 0.879540, loss_idmrf: 10.289590, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:13:29,499 - INFO - [Train] step: 52899, loss_mpn: 0.072737, loss_rec: 0.111139, loss_semantic: 1.144972, loss_idmrf: 12.804635, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:14:01,679 - INFO - [Train] step: 52999, loss_mpn: 0.073051, loss_rec: 0.077933, loss_semantic: 0.756655, loss_idmrf: 11.372091, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:14:42,258 - INFO - [Eval] step: 52999, bce: 0.214664, psnr: 23.869816, ssim: 0.800486, lpips: 0.190976
+2023-03-21 21:15:17,639 - INFO - [Train] step: 53099, loss_mpn: 0.065775, loss_rec: 0.050810, loss_semantic: 0.630373, loss_idmrf: 5.403387, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:15:49,797 - INFO - [Train] step: 53199, loss_mpn: 0.040215, loss_rec: 0.071810, loss_semantic: 0.622053, loss_idmrf: 10.834364, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:16:22,092 - INFO - [Train] step: 53299, loss_mpn: 0.032997, loss_rec: 0.050436, loss_semantic: 0.636516, loss_idmrf: 6.480479, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:16:54,388 - INFO - [Train] step: 53399, loss_mpn: 0.033598, loss_rec: 0.054829, loss_semantic: 0.696749, loss_idmrf: 4.641435, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:17:26,646 - INFO - [Train] step: 53499, loss_mpn: 0.057470, loss_rec: 0.084165, loss_semantic: 0.802216, loss_idmrf: 11.560049, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:17:58,939 - INFO - [Train] step: 53599, loss_mpn: 0.051587, loss_rec: 0.058358, loss_semantic: 0.841906, loss_idmrf: 9.114761, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:18:31,193 - INFO - [Train] step: 53699, loss_mpn: 0.089720, loss_rec: 0.082383, loss_semantic: 0.935039, loss_idmrf: 7.578890, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:19:03,513 - INFO - [Train] step: 53799, loss_mpn: 0.056111, loss_rec: 0.082295, loss_semantic: 0.893882, loss_idmrf: 10.854176, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:19:35,860 - INFO - [Train] step: 53899, loss_mpn: 0.048670, loss_rec: 0.051028, loss_semantic: 0.699904, loss_idmrf: 7.594741, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:20:08,174 - INFO - [Train] step: 53999, loss_mpn: 0.078951, loss_rec: 0.045672, loss_semantic: 0.669559, loss_idmrf: 6.311639, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:20:48,690 - INFO - [Eval] step: 53999, bce: 0.177631, psnr: 24.310431, ssim: 0.800428, lpips: 0.189876
+2023-03-21 21:21:23,975 - INFO - [Train] step: 54099, loss_mpn: 0.032725, loss_rec: 0.064943, loss_semantic: 0.845641, loss_idmrf: 8.860828, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:21:56,262 - INFO - [Train] step: 54199, loss_mpn: 0.056892, loss_rec: 0.051880, loss_semantic: 0.675709, loss_idmrf: 14.825108, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:22:28,420 - INFO - [Train] step: 54299, loss_mpn: 0.054781, loss_rec: 0.068138, loss_semantic: 0.763037, loss_idmrf: 12.961364, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:23:00,571 - INFO - [Train] step: 54399, loss_mpn: 0.041339, loss_rec: 0.073707, loss_semantic: 0.916658, loss_idmrf: 11.344594, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:23:32,766 - INFO - [Train] step: 54499, loss_mpn: 0.115446, loss_rec: 0.054952, loss_semantic: 0.702739, loss_idmrf: 8.085231, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:24:04,961 - INFO - [Train] step: 54599, loss_mpn: 0.054536, loss_rec: 0.111069, loss_semantic: 0.921595, loss_idmrf: 13.260547, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:24:37,497 - INFO - [Train] step: 54699, loss_mpn: 0.095134, loss_rec: 0.050049, loss_semantic: 0.656683, loss_idmrf: 6.963926, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:25:09,700 - INFO - [Train] step: 54799, loss_mpn: 0.054924, loss_rec: 0.095344, loss_semantic: 0.837442, loss_idmrf: 14.048085, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:25:41,922 - INFO - [Train] step: 54899, loss_mpn: 0.052895, loss_rec: 0.070747, loss_semantic: 0.618211, loss_idmrf: 8.572437, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:26:14,156 - INFO - [Train] step: 54999, loss_mpn: 0.072965, loss_rec: 0.129108, loss_semantic: 1.267399, loss_idmrf: 15.105038, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:26:54,511 - INFO - [Eval] step: 54999, bce: 0.177912, psnr: 24.227045, ssim: 0.804023, lpips: 0.188898
+2023-03-21 21:27:29,650 - INFO - [Train] step: 55099, loss_mpn: 0.052159, loss_rec: 0.064006, loss_semantic: 0.743670, loss_idmrf: 8.496081, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:28:02,136 - INFO - [Train] step: 55199, loss_mpn: 0.037969, loss_rec: 0.076592, loss_semantic: 0.782968, loss_idmrf: 9.792100, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:28:34,329 - INFO - [Train] step: 55299, loss_mpn: 0.055690, loss_rec: 0.080423, loss_semantic: 0.785920, loss_idmrf: 12.255766, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:29:06,528 - INFO - [Train] step: 55399, loss_mpn: 0.095138, loss_rec: 0.087820, loss_semantic: 1.074301, loss_idmrf: 11.223742, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:29:38,796 - INFO - [Train] step: 55499, loss_mpn: 0.097922, loss_rec: 0.088147, loss_semantic: 0.867074, loss_idmrf: 12.711436, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:30:10,979 - INFO - [Train] step: 55599, loss_mpn: 0.066547, loss_rec: 0.103630, loss_semantic: 0.976969, loss_idmrf: 8.404413, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:30:43,190 - INFO - [Train] step: 55699, loss_mpn: 0.039038, loss_rec: 0.046346, loss_semantic: 0.647006, loss_idmrf: 5.991164, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:31:15,397 - INFO - [Train] step: 55799, loss_mpn: 0.068602, loss_rec: 0.065971, loss_semantic: 0.833518, loss_idmrf: 6.803294, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:31:48,657 - INFO - [Train] step: 55899, loss_mpn: 0.077885, loss_rec: 0.115623, loss_semantic: 1.134504, loss_idmrf: 12.706478, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:32:20,893 - INFO - [Train] step: 55999, loss_mpn: 0.033316, loss_rec: 0.057724, loss_semantic: 0.673961, loss_idmrf: 5.923456, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:33:01,791 - INFO - [Eval] step: 55999, bce: 0.166646, psnr: 24.239843, ssim: 0.802256, lpips: 0.189270
+2023-03-21 21:33:37,084 - INFO - [Train] step: 56099, loss_mpn: 0.079826, loss_rec: 0.062085, loss_semantic: 0.750300, loss_idmrf: 8.486588, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:34:09,730 - INFO - [Train] step: 56199, loss_mpn: 0.059216, loss_rec: 0.119007, loss_semantic: 1.036079, loss_idmrf: 11.945772, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:34:41,902 - INFO - [Train] step: 56299, loss_mpn: 0.064110, loss_rec: 0.068505, loss_semantic: 0.706948, loss_idmrf: 9.172640, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:35:14,104 - INFO - [Train] step: 56399, loss_mpn: 0.056376, loss_rec: 0.046270, loss_semantic: 0.716891, loss_idmrf: 5.858826, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:35:46,285 - INFO - [Train] step: 56499, loss_mpn: 0.052836, loss_rec: 0.073500, loss_semantic: 0.969895, loss_idmrf: 9.230205, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:36:18,405 - INFO - [Train] step: 56599, loss_mpn: 0.046750, loss_rec: 0.060441, loss_semantic: 0.566327, loss_idmrf: 6.038125, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:36:50,629 - INFO - [Train] step: 56699, loss_mpn: 0.027503, loss_rec: 0.054272, loss_semantic: 0.740341, loss_idmrf: 8.899942, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:37:22,841 - INFO - [Train] step: 56799, loss_mpn: 0.086952, loss_rec: 0.070100, loss_semantic: 0.809934, loss_idmrf: 9.987074, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:37:55,033 - INFO - [Train] step: 56899, loss_mpn: 0.059371, loss_rec: 0.061170, loss_semantic: 0.739181, loss_idmrf: 7.928051, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:38:27,120 - INFO - [Train] step: 56999, loss_mpn: 0.037586, loss_rec: 0.075899, loss_semantic: 0.860907, loss_idmrf: 6.793898, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:39:07,610 - INFO - [Eval] step: 56999, bce: 0.158838, psnr: 24.211456, ssim: 0.803756, lpips: 0.188928
+2023-03-21 21:39:42,274 - INFO - [Train] step: 57099, loss_mpn: 0.071620, loss_rec: 0.080048, loss_semantic: 0.790416, loss_idmrf: 12.117950, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:40:14,851 - INFO - [Train] step: 57199, loss_mpn: 0.096034, loss_rec: 0.077844, loss_semantic: 0.895830, loss_idmrf: 11.600650, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:40:47,150 - INFO - [Train] step: 57299, loss_mpn: 0.052721, loss_rec: 0.053934, loss_semantic: 0.684147, loss_idmrf: 6.755541, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:41:19,275 - INFO - [Train] step: 57399, loss_mpn: 0.060414, loss_rec: 0.036072, loss_semantic: 0.507008, loss_idmrf: 9.323006, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:41:51,422 - INFO - [Train] step: 57499, loss_mpn: 0.038634, loss_rec: 0.037869, loss_semantic: 0.567364, loss_idmrf: 5.845450, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:42:23,551 - INFO - [Train] step: 57599, loss_mpn: 0.039649, loss_rec: 0.086864, loss_semantic: 0.846462, loss_idmrf: 13.658597, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:42:55,680 - INFO - [Train] step: 57699, loss_mpn: 0.238200, loss_rec: 0.124440, loss_semantic: 1.134443, loss_idmrf: 16.238672, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:43:27,842 - INFO - [Train] step: 57799, loss_mpn: 0.061238, loss_rec: 0.101769, loss_semantic: 1.015633, loss_idmrf: 10.171305, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:44:00,056 - INFO - [Train] step: 57899, loss_mpn: 0.029499, loss_rec: 0.103902, loss_semantic: 0.957089, loss_idmrf: 7.637928, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:44:32,224 - INFO - [Train] step: 57999, loss_mpn: 0.076756, loss_rec: 0.118231, loss_semantic: 1.067875, loss_idmrf: 18.318174, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:45:12,657 - INFO - [Eval] step: 57999, bce: 0.173976, psnr: 24.172081, ssim: 0.803609, lpips: 0.187856
+2023-03-21 21:45:47,366 - INFO - [Train] step: 58099, loss_mpn: 0.065942, loss_rec: 0.060420, loss_semantic: 0.688953, loss_idmrf: 8.214874, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:46:19,832 - INFO - [Train] step: 58199, loss_mpn: 0.133826, loss_rec: 0.092725, loss_semantic: 0.988984, loss_idmrf: 10.688081, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:46:52,037 - INFO - [Train] step: 58299, loss_mpn: 0.051985, loss_rec: 0.054411, loss_semantic: 0.666834, loss_idmrf: 8.385702, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:47:24,242 - INFO - [Train] step: 58399, loss_mpn: 0.053885, loss_rec: 0.065257, loss_semantic: 0.770410, loss_idmrf: 11.056771, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:47:56,417 - INFO - [Train] step: 58499, loss_mpn: 0.075722, loss_rec: 0.080472, loss_semantic: 0.996425, loss_idmrf: 9.323058, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:48:28,684 - INFO - [Train] step: 58599, loss_mpn: 0.059351, loss_rec: 0.085083, loss_semantic: 0.844493, loss_idmrf: 9.543308, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:49:00,915 - INFO - [Train] step: 58699, loss_mpn: 0.063892, loss_rec: 0.055288, loss_semantic: 0.734486, loss_idmrf: 8.592417, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:49:33,141 - INFO - [Train] step: 58799, loss_mpn: 0.058398, loss_rec: 0.070275, loss_semantic: 0.801115, loss_idmrf: 9.633699, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:50:05,379 - INFO - [Train] step: 58899, loss_mpn: 0.032935, loss_rec: 0.062284, loss_semantic: 0.683898, loss_idmrf: 15.415948, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:50:37,581 - INFO - [Train] step: 58999, loss_mpn: 0.069008, loss_rec: 0.052018, loss_semantic: 0.709209, loss_idmrf: 7.034862, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:51:18,048 - INFO - [Eval] step: 58999, bce: 0.164342, psnr: 24.212149, ssim: 0.803761, lpips: 0.184664
+2023-03-21 21:51:52,751 - INFO - [Train] step: 59099, loss_mpn: 0.052249, loss_rec: 0.042573, loss_semantic: 0.595909, loss_idmrf: 6.504081, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:52:25,182 - INFO - [Train] step: 59199, loss_mpn: 0.039838, loss_rec: 0.054086, loss_semantic: 0.794832, loss_idmrf: 6.240986, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:52:57,813 - INFO - [Train] step: 59299, loss_mpn: 0.070702, loss_rec: 0.061910, loss_semantic: 0.680053, loss_idmrf: 5.718190, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:53:30,039 - INFO - [Train] step: 59399, loss_mpn: 0.089244, loss_rec: 0.089678, loss_semantic: 0.861228, loss_idmrf: 8.960812, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:54:02,234 - INFO - [Train] step: 59499, loss_mpn: 0.074318, loss_rec: 0.066290, loss_semantic: 0.835965, loss_idmrf: 11.572942, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:54:34,666 - INFO - [Train] step: 59599, loss_mpn: 0.048522, loss_rec: 0.047144, loss_semantic: 0.710556, loss_idmrf: 9.314645, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:55:06,879 - INFO - [Train] step: 59699, loss_mpn: 0.068139, loss_rec: 0.097254, loss_semantic: 0.978621, loss_idmrf: 12.420505, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:55:39,577 - INFO - [Train] step: 59799, loss_mpn: 0.088550, loss_rec: 0.087660, loss_semantic: 0.920937, loss_idmrf: 10.846575, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:56:11,760 - INFO - [Train] step: 59899, loss_mpn: 0.105612, loss_rec: 0.038660, loss_semantic: 0.572553, loss_idmrf: 5.924178, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:56:43,953 - INFO - [Train] step: 59999, loss_mpn: 0.045346, loss_rec: 0.055433, loss_semantic: 0.706739, loss_idmrf: 9.216528, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:57:24,580 - INFO - [Eval] step: 59999, bce: 0.162693, psnr: 24.255136, ssim: 0.802814, lpips: 0.187616
+2023-03-21 21:57:59,427 - INFO - [Train] step: 60099, loss_mpn: 0.093912, loss_rec: 0.058071, loss_semantic: 0.646926, loss_idmrf: 8.752062, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:58:31,660 - INFO - [Train] step: 60199, loss_mpn: 0.081712, loss_rec: 0.062020, loss_semantic: 0.689070, loss_idmrf: 9.714668, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:59:04,143 - INFO - [Train] step: 60299, loss_mpn: 0.044867, loss_rec: 0.043417, loss_semantic: 0.654000, loss_idmrf: 5.149878, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 21:59:36,384 - INFO - [Train] step: 60399, loss_mpn: 0.061780, loss_rec: 0.062173, loss_semantic: 0.802631, loss_idmrf: 8.260673, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:00:08,655 - INFO - [Train] step: 60499, loss_mpn: 0.048333, loss_rec: 0.087029, loss_semantic: 1.064749, loss_idmrf: 12.198126, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:00:40,867 - INFO - [Train] step: 60599, loss_mpn: 0.022659, loss_rec: 0.048108, loss_semantic: 0.600004, loss_idmrf: 9.519114, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:01:13,405 - INFO - [Train] step: 60699, loss_mpn: 0.063200, loss_rec: 0.125171, loss_semantic: 0.985096, loss_idmrf: 8.695769, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:01:46,254 - INFO - [Train] step: 60799, loss_mpn: 0.082354, loss_rec: 0.077922, loss_semantic: 0.898569, loss_idmrf: 11.906038, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:02:18,480 - INFO - [Train] step: 60899, loss_mpn: 0.033087, loss_rec: 0.061519, loss_semantic: 0.740133, loss_idmrf: 6.872109, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:02:50,764 - INFO - [Train] step: 60999, loss_mpn: 0.057715, loss_rec: 0.061156, loss_semantic: 0.708902, loss_idmrf: 13.688602, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:03:31,041 - INFO - [Eval] step: 60999, bce: 0.159741, psnr: 24.151886, ssim: 0.801417, lpips: 0.189020
+2023-03-21 22:04:05,766 - INFO - [Train] step: 61099, loss_mpn: 0.043114, loss_rec: 0.057401, loss_semantic: 0.676010, loss_idmrf: 8.782545, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:04:37,972 - INFO - [Train] step: 61199, loss_mpn: 0.036694, loss_rec: 0.065060, loss_semantic: 0.789514, loss_idmrf: 9.048836, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:05:10,242 - INFO - [Train] step: 61299, loss_mpn: 0.056950, loss_rec: 0.069051, loss_semantic: 0.921568, loss_idmrf: 12.484221, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:05:42,458 - INFO - [Train] step: 61399, loss_mpn: 0.073126, loss_rec: 0.056597, loss_semantic: 0.667736, loss_idmrf: 6.051534, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:06:14,678 - INFO - [Train] step: 61499, loss_mpn: 0.074497, loss_rec: 0.077110, loss_semantic: 0.818355, loss_idmrf: 8.095394, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:06:46,915 - INFO - [Train] step: 61599, loss_mpn: 0.072112, loss_rec: 0.063871, loss_semantic: 0.758978, loss_idmrf: 10.255964, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:07:19,148 - INFO - [Train] step: 61699, loss_mpn: 0.038214, loss_rec: 0.048921, loss_semantic: 0.726369, loss_idmrf: 6.271445, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:07:51,409 - INFO - [Train] step: 61799, loss_mpn: 0.063568, loss_rec: 0.063769, loss_semantic: 0.832907, loss_idmrf: 11.228853, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:08:24,433 - INFO - [Train] step: 61899, loss_mpn: 0.053921, loss_rec: 0.090584, loss_semantic: 0.921043, loss_idmrf: 12.969293, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:08:56,635 - INFO - [Train] step: 61999, loss_mpn: 0.046350, loss_rec: 0.072648, loss_semantic: 0.686914, loss_idmrf: 8.136499, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:09:36,626 - INFO - [Eval] step: 61999, bce: 0.173566, psnr: 24.300377, ssim: 0.804654, lpips: 0.186351
+2023-03-21 22:10:11,367 - INFO - [Train] step: 62099, loss_mpn: 0.056391, loss_rec: 0.054762, loss_semantic: 0.829194, loss_idmrf: 8.611214, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:10:43,435 - INFO - [Train] step: 62199, loss_mpn: 0.108768, loss_rec: 0.087239, loss_semantic: 0.978033, loss_idmrf: 14.764173, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:11:15,639 - INFO - [Train] step: 62299, loss_mpn: 0.075488, loss_rec: 0.079006, loss_semantic: 0.989366, loss_idmrf: 11.877779, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:11:47,893 - INFO - [Train] step: 62399, loss_mpn: 0.078606, loss_rec: 0.054328, loss_semantic: 0.738171, loss_idmrf: 6.078452, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:12:19,981 - INFO - [Train] step: 62499, loss_mpn: 0.116026, loss_rec: 0.072696, loss_semantic: 0.923286, loss_idmrf: 10.752458, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:12:52,150 - INFO - [Train] step: 62599, loss_mpn: 0.076006, loss_rec: 0.086617, loss_semantic: 0.903994, loss_idmrf: 9.117262, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:13:24,377 - INFO - [Train] step: 62699, loss_mpn: 0.041192, loss_rec: 0.054621, loss_semantic: 0.802265, loss_idmrf: 10.342417, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:13:56,510 - INFO - [Train] step: 62799, loss_mpn: 0.032018, loss_rec: 0.087609, loss_semantic: 1.014655, loss_idmrf: 12.028530, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:14:28,679 - INFO - [Train] step: 62899, loss_mpn: 0.064431, loss_rec: 0.072177, loss_semantic: 0.775171, loss_idmrf: 10.225971, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:15:01,099 - INFO - [Train] step: 62999, loss_mpn: 0.074363, loss_rec: 0.099936, loss_semantic: 0.948584, loss_idmrf: 14.670980, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:15:41,469 - INFO - [Eval] step: 62999, bce: 0.170730, psnr: 24.337471, ssim: 0.803509, lpips: 0.186366
+2023-03-21 22:16:16,114 - INFO - [Train] step: 63099, loss_mpn: 0.037698, loss_rec: 0.060701, loss_semantic: 0.739553, loss_idmrf: 7.800734, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:16:48,213 - INFO - [Train] step: 63199, loss_mpn: 0.081474, loss_rec: 0.114746, loss_semantic: 1.055628, loss_idmrf: 11.326298, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:17:20,371 - INFO - [Train] step: 63299, loss_mpn: 0.059269, loss_rec: 0.123546, loss_semantic: 1.142506, loss_idmrf: 13.565113, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:17:52,627 - INFO - [Train] step: 63399, loss_mpn: 0.067022, loss_rec: 0.066973, loss_semantic: 0.829130, loss_idmrf: 8.555904, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:18:24,827 - INFO - [Train] step: 63499, loss_mpn: 0.121171, loss_rec: 0.093671, loss_semantic: 1.052656, loss_idmrf: 14.408111, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:18:57,309 - INFO - [Train] step: 63599, loss_mpn: 0.068205, loss_rec: 0.069670, loss_semantic: 0.858663, loss_idmrf: 12.306854, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:19:29,758 - INFO - [Train] step: 63699, loss_mpn: 0.046200, loss_rec: 0.054743, loss_semantic: 0.715367, loss_idmrf: 7.620093, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:20:01,990 - INFO - [Train] step: 63799, loss_mpn: 0.106145, loss_rec: 0.079157, loss_semantic: 1.051899, loss_idmrf: 10.011020, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:20:34,556 - INFO - [Train] step: 63899, loss_mpn: 0.064200, loss_rec: 0.081233, loss_semantic: 0.830212, loss_idmrf: 10.666643, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:21:06,748 - INFO - [Train] step: 63999, loss_mpn: 0.079026, loss_rec: 0.065122, loss_semantic: 0.800272, loss_idmrf: 7.922745, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:21:46,854 - INFO - [Eval] step: 63999, bce: 0.174164, psnr: 24.451488, ssim: 0.805431, lpips: 0.182073
+2023-03-21 22:22:21,596 - INFO - [Train] step: 64099, loss_mpn: 0.152457, loss_rec: 0.067821, loss_semantic: 0.708177, loss_idmrf: 7.051178, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:22:53,653 - INFO - [Train] step: 64199, loss_mpn: 0.041738, loss_rec: 0.084625, loss_semantic: 0.926350, loss_idmrf: 10.366314, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:23:25,848 - INFO - [Train] step: 64299, loss_mpn: 0.129369, loss_rec: 0.067326, loss_semantic: 0.760470, loss_idmrf: 8.598728, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:23:58,076 - INFO - [Train] step: 64399, loss_mpn: 0.056175, loss_rec: 0.033934, loss_semantic: 0.491425, loss_idmrf: 4.813944, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:24:30,172 - INFO - [Train] step: 64499, loss_mpn: 0.095879, loss_rec: 0.064750, loss_semantic: 0.753386, loss_idmrf: 10.898827, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:25:02,197 - INFO - [Train] step: 64599, loss_mpn: 0.049704, loss_rec: 0.112419, loss_semantic: 1.024666, loss_idmrf: 12.492971, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:25:34,226 - INFO - [Train] step: 64699, loss_mpn: 0.084039, loss_rec: 0.060855, loss_semantic: 0.794044, loss_idmrf: 8.410258, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:26:06,291 - INFO - [Train] step: 64799, loss_mpn: 0.071192, loss_rec: 0.097240, loss_semantic: 0.931866, loss_idmrf: 13.090801, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:26:38,367 - INFO - [Train] step: 64899, loss_mpn: 0.105016, loss_rec: 0.082519, loss_semantic: 0.886762, loss_idmrf: 12.538450, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:27:10,412 - INFO - [Train] step: 64999, loss_mpn: 0.020466, loss_rec: 0.058922, loss_semantic: 0.674729, loss_idmrf: 5.503543, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:27:50,537 - INFO - [Eval] step: 64999, bce: 0.149709, psnr: 24.114925, ssim: 0.805623, lpips: 0.188135
+2023-03-21 22:28:25,134 - INFO - [Train] step: 65099, loss_mpn: 0.043674, loss_rec: 0.064388, loss_semantic: 0.726135, loss_idmrf: 7.768012, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:28:57,097 - INFO - [Train] step: 65199, loss_mpn: 0.066706, loss_rec: 0.055888, loss_semantic: 0.643699, loss_idmrf: 11.109631, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:29:29,695 - INFO - [Train] step: 65299, loss_mpn: 0.086804, loss_rec: 0.064720, loss_semantic: 0.837842, loss_idmrf: 11.488248, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:30:01,775 - INFO - [Train] step: 65399, loss_mpn: 0.073095, loss_rec: 0.063860, loss_semantic: 0.853459, loss_idmrf: 9.482260, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:30:33,803 - INFO - [Train] step: 65499, loss_mpn: 0.039272, loss_rec: 0.052035, loss_semantic: 0.687170, loss_idmrf: 7.149580, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:31:05,878 - INFO - [Train] step: 65599, loss_mpn: 0.035062, loss_rec: 0.052954, loss_semantic: 0.652781, loss_idmrf: 6.370370, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:31:37,956 - INFO - [Train] step: 65699, loss_mpn: 0.035431, loss_rec: 0.042883, loss_semantic: 0.580623, loss_idmrf: 6.457468, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:32:10,329 - INFO - [Train] step: 65799, loss_mpn: 0.052755, loss_rec: 0.089917, loss_semantic: 0.810997, loss_idmrf: 8.992517, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:32:42,442 - INFO - [Train] step: 65899, loss_mpn: 0.102845, loss_rec: 0.071708, loss_semantic: 0.816642, loss_idmrf: 8.504797, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:33:14,618 - INFO - [Train] step: 65999, loss_mpn: 0.091396, loss_rec: 0.106001, loss_semantic: 0.871121, loss_idmrf: 14.668325, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:33:54,675 - INFO - [Eval] step: 65999, bce: 0.137106, psnr: 24.279417, ssim: 0.808215, lpips: 0.184790
+2023-03-21 22:34:29,181 - INFO - [Train] step: 66099, loss_mpn: 0.050296, loss_rec: 0.079314, loss_semantic: 0.826689, loss_idmrf: 11.685669, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:35:01,214 - INFO - [Train] step: 66199, loss_mpn: 0.081693, loss_rec: 0.080831, loss_semantic: 0.948908, loss_idmrf: 13.810884, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:35:33,213 - INFO - [Train] step: 66299, loss_mpn: 0.053427, loss_rec: 0.107501, loss_semantic: 0.978617, loss_idmrf: 10.078711, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:36:06,107 - INFO - [Train] step: 66399, loss_mpn: 0.042059, loss_rec: 0.085905, loss_semantic: 0.828677, loss_idmrf: 8.180500, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:36:38,151 - INFO - [Train] step: 66499, loss_mpn: 0.105376, loss_rec: 0.073498, loss_semantic: 0.960562, loss_idmrf: 10.140800, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:37:10,097 - INFO - [Train] step: 66599, loss_mpn: 0.061782, loss_rec: 0.086656, loss_semantic: 0.928228, loss_idmrf: 12.569947, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:37:42,058 - INFO - [Train] step: 66699, loss_mpn: 0.043895, loss_rec: 0.053015, loss_semantic: 0.768430, loss_idmrf: 7.293313, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:38:14,070 - INFO - [Train] step: 66799, loss_mpn: 0.103337, loss_rec: 0.080843, loss_semantic: 0.941725, loss_idmrf: 10.969662, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:38:46,127 - INFO - [Train] step: 66899, loss_mpn: 0.093376, loss_rec: 0.106487, loss_semantic: 1.042708, loss_idmrf: 10.200117, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:39:18,207 - INFO - [Train] step: 66999, loss_mpn: 0.062981, loss_rec: 0.042296, loss_semantic: 0.707947, loss_idmrf: 4.403279, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:39:58,303 - INFO - [Eval] step: 66999, bce: 0.170630, psnr: 24.307972, ssim: 0.809304, lpips: 0.187677
+2023-03-21 22:40:32,917 - INFO - [Train] step: 67099, loss_mpn: 0.056189, loss_rec: 0.049198, loss_semantic: 0.669922, loss_idmrf: 9.540838, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:41:04,872 - INFO - [Train] step: 67199, loss_mpn: 0.064682, loss_rec: 0.055581, loss_semantic: 0.763761, loss_idmrf: 9.344862, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:41:36,900 - INFO - [Train] step: 67299, loss_mpn: 0.038030, loss_rec: 0.081326, loss_semantic: 0.807937, loss_idmrf: 7.747438, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:42:09,050 - INFO - [Train] step: 67399, loss_mpn: 0.057099, loss_rec: 0.063889, loss_semantic: 0.717542, loss_idmrf: 6.965406, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:42:41,303 - INFO - [Train] step: 67499, loss_mpn: 0.021860, loss_rec: 0.076831, loss_semantic: 0.728394, loss_idmrf: 9.242939, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:43:13,457 - INFO - [Train] step: 67599, loss_mpn: 0.045613, loss_rec: 0.052215, loss_semantic: 0.758240, loss_idmrf: 6.833549, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:43:45,643 - INFO - [Train] step: 67699, loss_mpn: 0.058442, loss_rec: 0.096639, loss_semantic: 0.896026, loss_idmrf: 15.143335, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:44:17,738 - INFO - [Train] step: 67799, loss_mpn: 0.029184, loss_rec: 0.054434, loss_semantic: 0.692527, loss_idmrf: 8.355179, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:44:49,841 - INFO - [Train] step: 67899, loss_mpn: 0.046560, loss_rec: 0.109572, loss_semantic: 1.009333, loss_idmrf: 13.741408, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:45:21,928 - INFO - [Train] step: 67999, loss_mpn: 0.058711, loss_rec: 0.069081, loss_semantic: 0.783432, loss_idmrf: 9.684557, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:46:01,983 - INFO - [Eval] step: 67999, bce: 0.161654, psnr: 24.457722, ssim: 0.811241, lpips: 0.182718
+2023-03-21 22:46:36,643 - INFO - [Train] step: 68099, loss_mpn: 0.072610, loss_rec: 0.085757, loss_semantic: 0.852161, loss_idmrf: 8.385530, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:47:08,743 - INFO - [Train] step: 68199, loss_mpn: 0.085155, loss_rec: 0.065942, loss_semantic: 0.704010, loss_idmrf: 8.717552, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:47:41,252 - INFO - [Train] step: 68299, loss_mpn: 0.035378, loss_rec: 0.065492, loss_semantic: 0.797522, loss_idmrf: 6.634241, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:48:13,401 - INFO - [Train] step: 68399, loss_mpn: 0.061163, loss_rec: 0.057017, loss_semantic: 0.829191, loss_idmrf: 12.717215, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:48:45,695 - INFO - [Train] step: 68499, loss_mpn: 0.059699, loss_rec: 0.089032, loss_semantic: 0.894770, loss_idmrf: 12.367122, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:49:17,862 - INFO - [Train] step: 68599, loss_mpn: 0.039034, loss_rec: 0.066659, loss_semantic: 0.719402, loss_idmrf: 10.193512, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:49:49,989 - INFO - [Train] step: 68699, loss_mpn: 0.058108, loss_rec: 0.074302, loss_semantic: 0.705024, loss_idmrf: 10.543307, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:50:22,131 - INFO - [Train] step: 68799, loss_mpn: 0.037949, loss_rec: 0.082658, loss_semantic: 0.689101, loss_idmrf: 7.559741, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:50:54,224 - INFO - [Train] step: 68899, loss_mpn: 0.029841, loss_rec: 0.036739, loss_semantic: 0.606615, loss_idmrf: 5.601923, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:51:26,336 - INFO - [Train] step: 68999, loss_mpn: 0.048701, loss_rec: 0.070200, loss_semantic: 0.980133, loss_idmrf: 10.990164, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:52:06,419 - INFO - [Eval] step: 68999, bce: 0.139282, psnr: 24.334713, ssim: 0.804821, lpips: 0.184356
+2023-03-21 22:52:40,987 - INFO - [Train] step: 69099, loss_mpn: 0.048845, loss_rec: 0.089210, loss_semantic: 1.014468, loss_idmrf: 5.918081, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:53:13,121 - INFO - [Train] step: 69199, loss_mpn: 0.075442, loss_rec: 0.050553, loss_semantic: 0.681088, loss_idmrf: 6.405752, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:53:45,719 - INFO - [Train] step: 69299, loss_mpn: 0.056727, loss_rec: 0.148645, loss_semantic: 0.999038, loss_idmrf: 17.604988, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:54:17,795 - INFO - [Train] step: 69399, loss_mpn: 0.060960, loss_rec: 0.075581, loss_semantic: 0.860374, loss_idmrf: 11.430817, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:54:50,001 - INFO - [Train] step: 69499, loss_mpn: 0.047369, loss_rec: 0.128425, loss_semantic: 1.086461, loss_idmrf: 12.619684, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:55:22,089 - INFO - [Train] step: 69599, loss_mpn: 0.066524, loss_rec: 0.076425, loss_semantic: 0.746479, loss_idmrf: 11.151604, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:55:54,141 - INFO - [Train] step: 69699, loss_mpn: 0.032709, loss_rec: 0.065294, loss_semantic: 0.646157, loss_idmrf: 16.479347, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:56:26,261 - INFO - [Train] step: 69799, loss_mpn: 0.031515, loss_rec: 0.066402, loss_semantic: 0.819062, loss_idmrf: 10.233689, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:56:58,337 - INFO - [Train] step: 69899, loss_mpn: 0.041453, loss_rec: 0.072107, loss_semantic: 0.851958, loss_idmrf: 9.826529, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:57:30,411 - INFO - [Train] step: 69999, loss_mpn: 0.044455, loss_rec: 0.066728, loss_semantic: 0.622795, loss_idmrf: 8.132834, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:58:10,518 - INFO - [Eval] step: 69999, bce: 0.145731, psnr: 24.369654, ssim: 0.807791, lpips: 0.183941
+2023-03-21 22:58:45,148 - INFO - [Train] step: 70099, loss_mpn: 0.049840, loss_rec: 0.097887, loss_semantic: 0.943456, loss_idmrf: 10.925438, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:59:17,131 - INFO - [Train] step: 70199, loss_mpn: 0.030608, loss_rec: 0.053500, loss_semantic: 0.698026, loss_idmrf: 7.798842, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 22:59:49,106 - INFO - [Train] step: 70299, loss_mpn: 0.057586, loss_rec: 0.094644, loss_semantic: 0.868057, loss_idmrf: 8.286259, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:00:21,113 - INFO - [Train] step: 70399, loss_mpn: 0.060659, loss_rec: 0.053769, loss_semantic: 0.587846, loss_idmrf: 8.320066, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:00:53,185 - INFO - [Train] step: 70499, loss_mpn: 0.047003, loss_rec: 0.053698, loss_semantic: 0.742453, loss_idmrf: 13.215726, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:01:25,322 - INFO - [Train] step: 70599, loss_mpn: 0.030775, loss_rec: 0.059163, loss_semantic: 0.810869, loss_idmrf: 7.458466, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:01:57,401 - INFO - [Train] step: 70699, loss_mpn: 0.039726, loss_rec: 0.064436, loss_semantic: 0.796537, loss_idmrf: 9.928462, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:02:29,431 - INFO - [Train] step: 70799, loss_mpn: 0.058690, loss_rec: 0.082669, loss_semantic: 0.862836, loss_idmrf: 10.119621, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:03:01,411 - INFO - [Train] step: 70899, loss_mpn: 0.021583, loss_rec: 0.050380, loss_semantic: 0.763323, loss_idmrf: 5.498379, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:03:33,443 - INFO - [Train] step: 70999, loss_mpn: 0.053660, loss_rec: 0.077180, loss_semantic: 0.829388, loss_idmrf: 11.160667, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:04:13,668 - INFO - [Eval] step: 70999, bce: 0.136187, psnr: 24.505451, ssim: 0.810527, lpips: 0.184297
+2023-03-21 23:04:48,187 - INFO - [Train] step: 71099, loss_mpn: 0.032024, loss_rec: 0.051601, loss_semantic: 0.633555, loss_idmrf: 6.097979, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:05:20,262 - INFO - [Train] step: 71199, loss_mpn: 0.030984, loss_rec: 0.051242, loss_semantic: 0.701478, loss_idmrf: 6.837555, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:05:52,395 - INFO - [Train] step: 71299, loss_mpn: 0.032121, loss_rec: 0.099166, loss_semantic: 0.830841, loss_idmrf: 9.657969, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:06:24,533 - INFO - [Train] step: 71399, loss_mpn: 0.048729, loss_rec: 0.063812, loss_semantic: 0.854253, loss_idmrf: 9.876507, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:06:56,690 - INFO - [Train] step: 71499, loss_mpn: 0.060962, loss_rec: 0.053849, loss_semantic: 0.635344, loss_idmrf: 11.352934, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:07:28,931 - INFO - [Train] step: 71599, loss_mpn: 0.062117, loss_rec: 0.084507, loss_semantic: 0.962417, loss_idmrf: 17.856941, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:08:01,019 - INFO - [Train] step: 71699, loss_mpn: 0.036844, loss_rec: 0.079602, loss_semantic: 0.766630, loss_idmrf: 13.481886, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:08:33,045 - INFO - [Train] step: 71799, loss_mpn: 0.093274, loss_rec: 0.082459, loss_semantic: 0.827833, loss_idmrf: 10.748247, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:09:05,205 - INFO - [Train] step: 71899, loss_mpn: 0.036226, loss_rec: 0.049363, loss_semantic: 0.609588, loss_idmrf: 5.258542, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:09:37,334 - INFO - [Train] step: 71999, loss_mpn: 0.064701, loss_rec: 0.080127, loss_semantic: 0.941918, loss_idmrf: 10.328497, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:10:17,531 - INFO - [Eval] step: 71999, bce: 0.148170, psnr: 24.444302, ssim: 0.812265, lpips: 0.180170
+2023-03-21 23:10:52,166 - INFO - [Train] step: 72099, loss_mpn: 0.070542, loss_rec: 0.065347, loss_semantic: 0.775742, loss_idmrf: 6.543949, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:11:24,277 - INFO - [Train] step: 72199, loss_mpn: 0.042387, loss_rec: 0.110224, loss_semantic: 0.928781, loss_idmrf: 13.691877, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:11:56,404 - INFO - [Train] step: 72299, loss_mpn: 0.047221, loss_rec: 0.074671, loss_semantic: 0.890937, loss_idmrf: 10.706161, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:12:28,482 - INFO - [Train] step: 72399, loss_mpn: 0.058245, loss_rec: 0.064094, loss_semantic: 0.737108, loss_idmrf: 6.835197, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:13:00,584 - INFO - [Train] step: 72499, loss_mpn: 0.104223, loss_rec: 0.091595, loss_semantic: 0.858478, loss_idmrf: 14.028648, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:13:32,918 - INFO - [Train] step: 72599, loss_mpn: 0.072541, loss_rec: 0.088034, loss_semantic: 0.954441, loss_idmrf: 12.799533, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:14:05,144 - INFO - [Train] step: 72699, loss_mpn: 0.043662, loss_rec: 0.042466, loss_semantic: 0.614623, loss_idmrf: 8.513340, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:14:37,283 - INFO - [Train] step: 72799, loss_mpn: 0.031852, loss_rec: 0.044688, loss_semantic: 0.546157, loss_idmrf: 7.469478, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:15:09,481 - INFO - [Train] step: 72899, loss_mpn: 0.079678, loss_rec: 0.066664, loss_semantic: 0.823258, loss_idmrf: 10.498163, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:15:41,584 - INFO - [Train] step: 72999, loss_mpn: 0.057975, loss_rec: 0.065046, loss_semantic: 0.809823, loss_idmrf: 7.479683, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:16:21,688 - INFO - [Eval] step: 72999, bce: 0.159377, psnr: 24.584015, ssim: 0.810042, lpips: 0.186270
+2023-03-21 23:16:56,303 - INFO - [Train] step: 73099, loss_mpn: 0.093891, loss_rec: 0.084627, loss_semantic: 0.929195, loss_idmrf: 10.585461, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:17:28,315 - INFO - [Train] step: 73199, loss_mpn: 0.030971, loss_rec: 0.061714, loss_semantic: 0.652292, loss_idmrf: 8.221094, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:18:00,408 - INFO - [Train] step: 73299, loss_mpn: 0.071715, loss_rec: 0.038478, loss_semantic: 0.609155, loss_idmrf: 6.606541, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:18:32,439 - INFO - [Train] step: 73399, loss_mpn: 0.070289, loss_rec: 0.071502, loss_semantic: 0.773008, loss_idmrf: 9.794892, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:19:04,507 - INFO - [Train] step: 73499, loss_mpn: 0.033272, loss_rec: 0.063198, loss_semantic: 0.659076, loss_idmrf: 7.054286, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:19:36,677 - INFO - [Train] step: 73599, loss_mpn: 0.052882, loss_rec: 0.096982, loss_semantic: 1.220339, loss_idmrf: 11.834403, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:20:08,782 - INFO - [Train] step: 73699, loss_mpn: 0.065182, loss_rec: 0.100809, loss_semantic: 1.193113, loss_idmrf: 10.820028, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:20:40,840 - INFO - [Train] step: 73799, loss_mpn: 0.063194, loss_rec: 0.049954, loss_semantic: 0.641887, loss_idmrf: 5.995931, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:21:12,894 - INFO - [Train] step: 73899, loss_mpn: 0.068792, loss_rec: 0.120741, loss_semantic: 0.872213, loss_idmrf: 14.816208, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:21:44,925 - INFO - [Train] step: 73999, loss_mpn: 0.044240, loss_rec: 0.073726, loss_semantic: 0.948533, loss_idmrf: 6.873530, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:22:25,056 - INFO - [Eval] step: 73999, bce: 0.122540, psnr: 24.410200, ssim: 0.810466, lpips: 0.181740
+2023-03-21 23:22:59,633 - INFO - [Train] step: 74099, loss_mpn: 0.027713, loss_rec: 0.049639, loss_semantic: 0.577705, loss_idmrf: 4.356350, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:23:31,633 - INFO - [Train] step: 74199, loss_mpn: 0.040431, loss_rec: 0.056585, loss_semantic: 0.753395, loss_idmrf: 9.065611, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:24:03,700 - INFO - [Train] step: 74299, loss_mpn: 0.053800, loss_rec: 0.098364, loss_semantic: 1.056180, loss_idmrf: 12.309936, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:24:35,810 - INFO - [Train] step: 74399, loss_mpn: 0.042345, loss_rec: 0.075035, loss_semantic: 0.710274, loss_idmrf: 8.578068, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:25:07,936 - INFO - [Train] step: 74499, loss_mpn: 0.071732, loss_rec: 0.090507, loss_semantic: 1.094231, loss_idmrf: 10.646940, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:25:40,120 - INFO - [Train] step: 74599, loss_mpn: 0.026614, loss_rec: 0.028998, loss_semantic: 0.444101, loss_idmrf: 5.155537, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:26:12,329 - INFO - [Train] step: 74699, loss_mpn: 0.026748, loss_rec: 0.063554, loss_semantic: 0.862110, loss_idmrf: 8.608510, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:26:44,473 - INFO - [Train] step: 74799, loss_mpn: 0.075456, loss_rec: 0.078681, loss_semantic: 0.898714, loss_idmrf: 12.878678, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:27:16,579 - INFO - [Train] step: 74899, loss_mpn: 0.023585, loss_rec: 0.049761, loss_semantic: 0.657742, loss_idmrf: 6.980080, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:27:48,668 - INFO - [Train] step: 74999, loss_mpn: 0.058497, loss_rec: 0.085352, loss_semantic: 0.884565, loss_idmrf: 11.465979, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:28:28,725 - INFO - [Eval] step: 74999, bce: 0.125707, psnr: 24.647316, ssim: 0.814357, lpips: 0.177747
+2023-03-21 23:29:03,461 - INFO - [Train] step: 75099, loss_mpn: 0.023647, loss_rec: 0.086020, loss_semantic: 0.785311, loss_idmrf: 9.349443, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:29:35,526 - INFO - [Train] step: 75199, loss_mpn: 0.050673, loss_rec: 0.074997, loss_semantic: 0.748184, loss_idmrf: 9.172942, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:30:07,698 - INFO - [Train] step: 75299, loss_mpn: 0.036501, loss_rec: 0.066802, loss_semantic: 0.826510, loss_idmrf: 6.430886, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:30:39,827 - INFO - [Train] step: 75399, loss_mpn: 0.017214, loss_rec: 0.109056, loss_semantic: 0.877127, loss_idmrf: 13.468147, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:31:11,898 - INFO - [Train] step: 75499, loss_mpn: 0.060336, loss_rec: 0.042744, loss_semantic: 0.607590, loss_idmrf: 8.584833, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:31:45,081 - INFO - [Train] step: 75599, loss_mpn: 0.050063, loss_rec: 0.053068, loss_semantic: 0.715543, loss_idmrf: 9.733108, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:32:17,225 - INFO - [Train] step: 75699, loss_mpn: 0.064080, loss_rec: 0.064138, loss_semantic: 0.777105, loss_idmrf: 11.826476, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:32:49,361 - INFO - [Train] step: 75799, loss_mpn: 0.043234, loss_rec: 0.064615, loss_semantic: 0.760400, loss_idmrf: 5.959486, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:33:21,512 - INFO - [Train] step: 75899, loss_mpn: 0.038787, loss_rec: 0.065822, loss_semantic: 0.616268, loss_idmrf: 11.641006, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:33:53,639 - INFO - [Train] step: 75999, loss_mpn: 0.032189, loss_rec: 0.039961, loss_semantic: 0.598284, loss_idmrf: 6.239457, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:34:33,787 - INFO - [Eval] step: 75999, bce: 0.131129, psnr: 24.557026, ssim: 0.810079, lpips: 0.183338
+2023-03-21 23:35:08,357 - INFO - [Train] step: 76099, loss_mpn: 0.044269, loss_rec: 0.035973, loss_semantic: 0.554368, loss_idmrf: 6.995967, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:35:40,471 - INFO - [Train] step: 76199, loss_mpn: 0.065863, loss_rec: 0.077354, loss_semantic: 0.894808, loss_idmrf: 6.891100, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:36:12,597 - INFO - [Train] step: 76299, loss_mpn: 0.054136, loss_rec: 0.073350, loss_semantic: 0.741023, loss_idmrf: 9.275105, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:36:44,760 - INFO - [Train] step: 76399, loss_mpn: 0.021348, loss_rec: 0.064563, loss_semantic: 0.772158, loss_idmrf: 7.295309, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:37:16,937 - INFO - [Train] step: 76499, loss_mpn: 0.030528, loss_rec: 0.038954, loss_semantic: 0.559373, loss_idmrf: 6.274902, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:37:49,155 - INFO - [Train] step: 76599, loss_mpn: 0.069903, loss_rec: 0.082993, loss_semantic: 0.894850, loss_idmrf: 12.392574, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:38:21,436 - INFO - [Train] step: 76699, loss_mpn: 0.059855, loss_rec: 0.088734, loss_semantic: 0.902814, loss_idmrf: 13.038167, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:38:53,705 - INFO - [Train] step: 76799, loss_mpn: 0.057105, loss_rec: 0.095694, loss_semantic: 0.984068, loss_idmrf: 14.688384, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:39:25,871 - INFO - [Train] step: 76899, loss_mpn: 0.043220, loss_rec: 0.062484, loss_semantic: 0.721546, loss_idmrf: 9.609877, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:39:58,015 - INFO - [Train] step: 76999, loss_mpn: 0.046825, loss_rec: 0.051325, loss_semantic: 0.665776, loss_idmrf: 9.806544, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:40:38,236 - INFO - [Eval] step: 76999, bce: 0.124825, psnr: 24.698994, ssim: 0.813206, lpips: 0.177604
+2023-03-21 23:41:12,938 - INFO - [Train] step: 77099, loss_mpn: 0.065199, loss_rec: 0.102203, loss_semantic: 1.204244, loss_idmrf: 12.593910, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:41:45,089 - INFO - [Train] step: 77199, loss_mpn: 0.023708, loss_rec: 0.049833, loss_semantic: 0.561837, loss_idmrf: 3.920143, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:42:17,264 - INFO - [Train] step: 77299, loss_mpn: 0.033578, loss_rec: 0.061642, loss_semantic: 0.633463, loss_idmrf: 5.438526, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:42:49,444 - INFO - [Train] step: 77399, loss_mpn: 0.028019, loss_rec: 0.060073, loss_semantic: 0.739221, loss_idmrf: 10.839153, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:43:21,640 - INFO - [Train] step: 77499, loss_mpn: 0.087961, loss_rec: 0.069157, loss_semantic: 0.725029, loss_idmrf: 11.644051, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:43:53,836 - INFO - [Train] step: 77599, loss_mpn: 0.068410, loss_rec: 0.043477, loss_semantic: 0.592994, loss_idmrf: 4.482170, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:44:26,165 - INFO - [Train] step: 77699, loss_mpn: 0.040753, loss_rec: 0.043455, loss_semantic: 0.519947, loss_idmrf: 5.003482, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:44:58,419 - INFO - [Train] step: 77799, loss_mpn: 0.051724, loss_rec: 0.079227, loss_semantic: 0.963135, loss_idmrf: 8.466777, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:45:30,621 - INFO - [Train] step: 77899, loss_mpn: 0.027652, loss_rec: 0.088650, loss_semantic: 0.995365, loss_idmrf: 13.284894, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:46:03,002 - INFO - [Train] step: 77999, loss_mpn: 0.059134, loss_rec: 0.106591, loss_semantic: 1.094989, loss_idmrf: 15.268645, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:46:43,400 - INFO - [Eval] step: 77999, bce: 0.122412, psnr: 24.712971, ssim: 0.815395, lpips: 0.181187
+2023-03-21 23:47:18,018 - INFO - [Train] step: 78099, loss_mpn: 0.044445, loss_rec: 0.071254, loss_semantic: 0.784786, loss_idmrf: 6.939787, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:47:50,141 - INFO - [Train] step: 78199, loss_mpn: 0.029696, loss_rec: 0.080387, loss_semantic: 0.872526, loss_idmrf: 8.445024, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:48:22,243 - INFO - [Train] step: 78299, loss_mpn: 0.048199, loss_rec: 0.046911, loss_semantic: 0.631992, loss_idmrf: 6.311019, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:48:54,402 - INFO - [Train] step: 78399, loss_mpn: 0.037266, loss_rec: 0.055284, loss_semantic: 0.605457, loss_idmrf: 7.392864, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:49:26,594 - INFO - [Train] step: 78499, loss_mpn: 0.033940, loss_rec: 0.076629, loss_semantic: 0.896833, loss_idmrf: 10.849420, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:49:58,785 - INFO - [Train] step: 78599, loss_mpn: 0.051851, loss_rec: 0.071744, loss_semantic: 0.754484, loss_idmrf: 7.804054, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:50:31,068 - INFO - [Train] step: 78699, loss_mpn: 0.034280, loss_rec: 0.048342, loss_semantic: 0.633128, loss_idmrf: 4.893461, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:51:03,353 - INFO - [Train] step: 78799, loss_mpn: 0.091403, loss_rec: 0.145708, loss_semantic: 1.173023, loss_idmrf: 14.211285, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:51:35,573 - INFO - [Train] step: 78899, loss_mpn: 0.062287, loss_rec: 0.072027, loss_semantic: 0.817251, loss_idmrf: 8.268027, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:52:07,769 - INFO - [Train] step: 78999, loss_mpn: 0.074974, loss_rec: 0.077612, loss_semantic: 0.880390, loss_idmrf: 8.753033, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:52:48,237 - INFO - [Eval] step: 78999, bce: 0.131553, psnr: 24.615120, ssim: 0.815696, lpips: 0.177474
+2023-03-21 23:53:22,870 - INFO - [Train] step: 79099, loss_mpn: 0.042791, loss_rec: 0.097216, loss_semantic: 0.940602, loss_idmrf: 13.268832, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:53:55,095 - INFO - [Train] step: 79199, loss_mpn: 0.043304, loss_rec: 0.045178, loss_semantic: 0.599442, loss_idmrf: 10.408802, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:54:27,289 - INFO - [Train] step: 79299, loss_mpn: 0.045506, loss_rec: 0.041225, loss_semantic: 0.589601, loss_idmrf: 7.103621, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:54:59,504 - INFO - [Train] step: 79399, loss_mpn: 0.066488, loss_rec: 0.072335, loss_semantic: 0.901974, loss_idmrf: 10.994799, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:55:31,718 - INFO - [Train] step: 79499, loss_mpn: 0.046149, loss_rec: 0.078831, loss_semantic: 0.993126, loss_idmrf: 9.362878, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:56:03,931 - INFO - [Train] step: 79599, loss_mpn: 0.041163, loss_rec: 0.043379, loss_semantic: 0.511400, loss_idmrf: 7.496118, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:56:36,282 - INFO - [Train] step: 79699, loss_mpn: 0.024667, loss_rec: 0.067228, loss_semantic: 0.748408, loss_idmrf: 7.080088, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:57:08,639 - INFO - [Train] step: 79799, loss_mpn: 0.038284, loss_rec: 0.057564, loss_semantic: 0.772895, loss_idmrf: 8.592245, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:57:40,885 - INFO - [Train] step: 79899, loss_mpn: 0.059806, loss_rec: 0.081155, loss_semantic: 1.051184, loss_idmrf: 11.794851, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:58:13,110 - INFO - [Train] step: 79999, loss_mpn: 0.044974, loss_rec: 0.043793, loss_semantic: 0.662333, loss_idmrf: 7.867570, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-21 23:58:53,783 - INFO - [Eval] step: 79999, bce: 0.120685, psnr: 24.691628, ssim: 0.815947, lpips: 0.176548
+2023-03-21 23:59:28,609 - INFO - [Train] step: 80099, loss_mpn: 0.031469, loss_rec: 0.050673, loss_semantic: 0.688359, loss_idmrf: 5.631702, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:00:00,789 - INFO - [Train] step: 80199, loss_mpn: 0.040995, loss_rec: 0.081029, loss_semantic: 0.861426, loss_idmrf: 14.298390, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:00:32,996 - INFO - [Train] step: 80299, loss_mpn: 0.089760, loss_rec: 0.085636, loss_semantic: 0.859421, loss_idmrf: 11.228038, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:01:05,228 - INFO - [Train] step: 80399, loss_mpn: 0.036623, loss_rec: 0.055107, loss_semantic: 0.622452, loss_idmrf: 9.849741, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:01:37,471 - INFO - [Train] step: 80499, loss_mpn: 0.045986, loss_rec: 0.085878, loss_semantic: 0.909296, loss_idmrf: 9.297260, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:02:09,632 - INFO - [Train] step: 80599, loss_mpn: 0.034987, loss_rec: 0.047962, loss_semantic: 0.648891, loss_idmrf: 5.083926, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:02:41,915 - INFO - [Train] step: 80699, loss_mpn: 0.069010, loss_rec: 0.069646, loss_semantic: 0.767763, loss_idmrf: 8.975321, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:03:14,201 - INFO - [Train] step: 80799, loss_mpn: 0.054136, loss_rec: 0.100128, loss_semantic: 0.998481, loss_idmrf: 13.944837, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:03:46,408 - INFO - [Train] step: 80899, loss_mpn: 0.062281, loss_rec: 0.057049, loss_semantic: 0.756091, loss_idmrf: 7.588634, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:04:18,638 - INFO - [Train] step: 80999, loss_mpn: 0.072909, loss_rec: 0.102455, loss_semantic: 1.023652, loss_idmrf: 13.817823, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:04:58,919 - INFO - [Eval] step: 80999, bce: 0.113925, psnr: 24.720125, ssim: 0.815416, lpips: 0.177641
+2023-03-22 00:05:33,576 - INFO - [Train] step: 81099, loss_mpn: 0.049346, loss_rec: 0.065159, loss_semantic: 0.743296, loss_idmrf: 7.044957, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:06:05,706 - INFO - [Train] step: 81199, loss_mpn: 0.041462, loss_rec: 0.032729, loss_semantic: 0.514319, loss_idmrf: 11.453506, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:06:37,906 - INFO - [Train] step: 81299, loss_mpn: 0.049766, loss_rec: 0.053154, loss_semantic: 0.642965, loss_idmrf: 6.129815, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:07:10,050 - INFO - [Train] step: 81399, loss_mpn: 0.061083, loss_rec: 0.052080, loss_semantic: 0.620302, loss_idmrf: 8.359529, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:07:42,259 - INFO - [Train] step: 81499, loss_mpn: 0.034885, loss_rec: 0.050866, loss_semantic: 0.691332, loss_idmrf: 4.509823, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:08:14,410 - INFO - [Train] step: 81599, loss_mpn: 0.013140, loss_rec: 0.047104, loss_semantic: 0.600369, loss_idmrf: 7.852308, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:08:46,589 - INFO - [Train] step: 81699, loss_mpn: 0.063103, loss_rec: 0.092030, loss_semantic: 0.889132, loss_idmrf: 9.739504, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:09:18,877 - INFO - [Train] step: 81799, loss_mpn: 0.031511, loss_rec: 0.044683, loss_semantic: 0.562897, loss_idmrf: 7.957715, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:09:51,114 - INFO - [Train] step: 81899, loss_mpn: 0.051740, loss_rec: 0.093012, loss_semantic: 0.801316, loss_idmrf: 9.443851, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:10:23,335 - INFO - [Train] step: 81999, loss_mpn: 0.037868, loss_rec: 0.042950, loss_semantic: 0.645858, loss_idmrf: 5.882643, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:11:03,420 - INFO - [Eval] step: 81999, bce: 0.131386, psnr: 24.766420, ssim: 0.817221, lpips: 0.174138
+2023-03-22 00:11:38,161 - INFO - [Train] step: 82099, loss_mpn: 0.048524, loss_rec: 0.107459, loss_semantic: 1.014145, loss_idmrf: 11.764988, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:12:10,356 - INFO - [Train] step: 82199, loss_mpn: 0.043907, loss_rec: 0.063762, loss_semantic: 0.701518, loss_idmrf: 6.180310, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:12:42,549 - INFO - [Train] step: 82299, loss_mpn: 0.049626, loss_rec: 0.059449, loss_semantic: 0.715166, loss_idmrf: 7.914485, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:13:14,762 - INFO - [Train] step: 82399, loss_mpn: 0.168364, loss_rec: 0.091930, loss_semantic: 0.976644, loss_idmrf: 11.962547, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:13:46,966 - INFO - [Train] step: 82499, loss_mpn: 0.069636, loss_rec: 0.061636, loss_semantic: 0.814569, loss_idmrf: 6.950171, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:14:19,140 - INFO - [Train] step: 82599, loss_mpn: 0.122113, loss_rec: 0.051523, loss_semantic: 0.611660, loss_idmrf: 10.675322, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:14:51,349 - INFO - [Train] step: 82699, loss_mpn: 0.036662, loss_rec: 0.058065, loss_semantic: 0.682461, loss_idmrf: 8.130386, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:15:23,651 - INFO - [Train] step: 82799, loss_mpn: 0.034778, loss_rec: 0.053363, loss_semantic: 0.664435, loss_idmrf: 8.946608, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:15:55,934 - INFO - [Train] step: 82899, loss_mpn: 0.044929, loss_rec: 0.042740, loss_semantic: 0.528155, loss_idmrf: 6.115779, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:16:28,143 - INFO - [Train] step: 82999, loss_mpn: 0.053985, loss_rec: 0.104135, loss_semantic: 1.052395, loss_idmrf: 14.670086, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:17:08,319 - INFO - [Eval] step: 82999, bce: 0.131220, psnr: 24.737741, ssim: 0.812960, lpips: 0.174958
+2023-03-22 00:17:42,922 - INFO - [Train] step: 83099, loss_mpn: 0.114621, loss_rec: 0.061753, loss_semantic: 0.678673, loss_idmrf: 8.279796, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:18:15,107 - INFO - [Train] step: 83199, loss_mpn: 0.048664, loss_rec: 0.066490, loss_semantic: 0.868907, loss_idmrf: 11.908306, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:18:47,322 - INFO - [Train] step: 83299, loss_mpn: 0.032590, loss_rec: 0.073826, loss_semantic: 0.750412, loss_idmrf: 8.577350, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:19:19,529 - INFO - [Train] step: 83399, loss_mpn: 0.133844, loss_rec: 0.102717, loss_semantic: 1.005842, loss_idmrf: 14.763032, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:19:51,789 - INFO - [Train] step: 83499, loss_mpn: 0.031643, loss_rec: 0.067431, loss_semantic: 0.766356, loss_idmrf: 7.102127, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:20:24,046 - INFO - [Train] step: 83599, loss_mpn: 0.047096, loss_rec: 0.080501, loss_semantic: 0.750039, loss_idmrf: 6.585576, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:20:56,302 - INFO - [Train] step: 83699, loss_mpn: 0.050864, loss_rec: 0.076283, loss_semantic: 0.846347, loss_idmrf: 7.917322, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:21:28,601 - INFO - [Train] step: 83799, loss_mpn: 0.065584, loss_rec: 0.099743, loss_semantic: 1.004480, loss_idmrf: 11.389322, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:22:00,901 - INFO - [Train] step: 83899, loss_mpn: 0.063248, loss_rec: 0.081880, loss_semantic: 0.838795, loss_idmrf: 10.548754, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:22:33,159 - INFO - [Train] step: 83999, loss_mpn: 0.044624, loss_rec: 0.073068, loss_semantic: 0.786539, loss_idmrf: 11.008206, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:23:13,429 - INFO - [Eval] step: 83999, bce: 0.113822, psnr: 24.673122, ssim: 0.817860, lpips: 0.176356
+2023-03-22 00:23:48,031 - INFO - [Train] step: 84099, loss_mpn: 0.046709, loss_rec: 0.101331, loss_semantic: 0.991760, loss_idmrf: 11.565201, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:24:20,109 - INFO - [Train] step: 84199, loss_mpn: 0.055481, loss_rec: 0.062976, loss_semantic: 0.798243, loss_idmrf: 9.010517, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:24:52,260 - INFO - [Train] step: 84299, loss_mpn: 0.014280, loss_rec: 0.047374, loss_semantic: 0.582564, loss_idmrf: 4.279613, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:25:24,431 - INFO - [Train] step: 84399, loss_mpn: 0.022766, loss_rec: 0.062947, loss_semantic: 0.706683, loss_idmrf: 6.469431, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:25:56,627 - INFO - [Train] step: 84499, loss_mpn: 0.153909, loss_rec: 0.109482, loss_semantic: 1.272552, loss_idmrf: 13.383037, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:26:28,825 - INFO - [Train] step: 84599, loss_mpn: 0.069563, loss_rec: 0.053703, loss_semantic: 0.752554, loss_idmrf: 11.262848, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:27:01,002 - INFO - [Train] step: 84699, loss_mpn: 0.021157, loss_rec: 0.108672, loss_semantic: 1.009550, loss_idmrf: 11.301141, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:27:33,214 - INFO - [Train] step: 84799, loss_mpn: 0.102919, loss_rec: 0.093018, loss_semantic: 0.896683, loss_idmrf: 9.099018, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:28:05,639 - INFO - [Train] step: 84899, loss_mpn: 0.051683, loss_rec: 0.074126, loss_semantic: 0.655791, loss_idmrf: 8.499074, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:28:37,867 - INFO - [Train] step: 84999, loss_mpn: 0.034952, loss_rec: 0.065998, loss_semantic: 0.880652, loss_idmrf: 7.959620, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:29:18,188 - INFO - [Eval] step: 84999, bce: 0.127586, psnr: 24.739431, ssim: 0.817321, lpips: 0.174996
+2023-03-22 00:29:52,828 - INFO - [Train] step: 85099, loss_mpn: 0.057933, loss_rec: 0.087819, loss_semantic: 0.857805, loss_idmrf: 8.345135, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:30:24,986 - INFO - [Train] step: 85199, loss_mpn: 0.031748, loss_rec: 0.066891, loss_semantic: 0.710818, loss_idmrf: 9.223600, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:30:57,176 - INFO - [Train] step: 85299, loss_mpn: 0.051518, loss_rec: 0.072370, loss_semantic: 0.605330, loss_idmrf: 5.241399, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:31:29,433 - INFO - [Train] step: 85399, loss_mpn: 0.032746, loss_rec: 0.094747, loss_semantic: 0.961271, loss_idmrf: 11.031366, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:32:01,669 - INFO - [Train] step: 85499, loss_mpn: 0.026899, loss_rec: 0.040087, loss_semantic: 0.640417, loss_idmrf: 7.869788, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:32:33,884 - INFO - [Train] step: 85599, loss_mpn: 0.116037, loss_rec: 0.119719, loss_semantic: 1.150917, loss_idmrf: 12.649141, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:33:06,127 - INFO - [Train] step: 85699, loss_mpn: 0.026735, loss_rec: 0.052756, loss_semantic: 0.757431, loss_idmrf: 4.901979, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:33:38,357 - INFO - [Train] step: 85799, loss_mpn: 0.028145, loss_rec: 0.080603, loss_semantic: 0.718623, loss_idmrf: 8.346316, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:34:10,638 - INFO - [Train] step: 85899, loss_mpn: 0.056514, loss_rec: 0.122851, loss_semantic: 1.137370, loss_idmrf: 14.678411, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:34:42,969 - INFO - [Train] step: 85999, loss_mpn: 0.056520, loss_rec: 0.057386, loss_semantic: 0.639046, loss_idmrf: 6.220201, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:35:23,601 - INFO - [Eval] step: 85999, bce: 0.123397, psnr: 24.718378, ssim: 0.817360, lpips: 0.175516
+2023-03-22 00:35:58,294 - INFO - [Train] step: 86099, loss_mpn: 0.030497, loss_rec: 0.062464, loss_semantic: 0.746379, loss_idmrf: 7.679105, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:36:30,452 - INFO - [Train] step: 86199, loss_mpn: 0.038053, loss_rec: 0.065927, loss_semantic: 0.754984, loss_idmrf: 6.246942, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:37:02,652 - INFO - [Train] step: 86299, loss_mpn: 0.053706, loss_rec: 0.060273, loss_semantic: 0.769647, loss_idmrf: 5.831911, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:37:34,916 - INFO - [Train] step: 86399, loss_mpn: 0.027282, loss_rec: 0.041916, loss_semantic: 0.582858, loss_idmrf: 4.076931, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:38:07,115 - INFO - [Train] step: 86499, loss_mpn: 0.059815, loss_rec: 0.066611, loss_semantic: 0.761734, loss_idmrf: 9.011795, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:38:39,323 - INFO - [Train] step: 86599, loss_mpn: 0.061308, loss_rec: 0.063815, loss_semantic: 0.676282, loss_idmrf: 7.952230, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:39:11,474 - INFO - [Train] step: 86699, loss_mpn: 0.027924, loss_rec: 0.050461, loss_semantic: 0.600003, loss_idmrf: 5.347860, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:39:43,630 - INFO - [Train] step: 86799, loss_mpn: 0.055197, loss_rec: 0.080002, loss_semantic: 0.798233, loss_idmrf: 9.162745, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:40:15,891 - INFO - [Train] step: 86899, loss_mpn: 0.033972, loss_rec: 0.045015, loss_semantic: 0.550948, loss_idmrf: 3.916645, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:40:48,176 - INFO - [Train] step: 86999, loss_mpn: 0.038439, loss_rec: 0.074948, loss_semantic: 0.690938, loss_idmrf: 8.715071, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:41:28,399 - INFO - [Eval] step: 86999, bce: 0.119192, psnr: 24.705881, ssim: 0.818330, lpips: 0.174575
+2023-03-22 00:42:03,073 - INFO - [Train] step: 87099, loss_mpn: 0.033693, loss_rec: 0.101190, loss_semantic: 0.958499, loss_idmrf: 7.327996, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:42:35,154 - INFO - [Train] step: 87199, loss_mpn: 0.037160, loss_rec: 0.050311, loss_semantic: 0.738490, loss_idmrf: 9.383517, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:43:07,369 - INFO - [Train] step: 87299, loss_mpn: 0.092332, loss_rec: 0.077211, loss_semantic: 0.915380, loss_idmrf: 9.772573, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:43:39,549 - INFO - [Train] step: 87399, loss_mpn: 0.047415, loss_rec: 0.043700, loss_semantic: 0.597539, loss_idmrf: 11.310100, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:44:11,717 - INFO - [Train] step: 87499, loss_mpn: 0.065145, loss_rec: 0.102579, loss_semantic: 1.036630, loss_idmrf: 11.236664, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:44:43,885 - INFO - [Train] step: 87599, loss_mpn: 0.046959, loss_rec: 0.055858, loss_semantic: 0.788431, loss_idmrf: 12.518674, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:45:16,037 - INFO - [Train] step: 87699, loss_mpn: 0.039201, loss_rec: 0.085677, loss_semantic: 0.891808, loss_idmrf: 12.179558, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:45:48,595 - INFO - [Train] step: 87799, loss_mpn: 0.054674, loss_rec: 0.070121, loss_semantic: 0.911732, loss_idmrf: 11.741903, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:46:20,816 - INFO - [Train] step: 87899, loss_mpn: 0.059256, loss_rec: 0.087651, loss_semantic: 0.949800, loss_idmrf: 11.710655, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:46:53,222 - INFO - [Train] step: 87999, loss_mpn: 0.036360, loss_rec: 0.075294, loss_semantic: 0.841769, loss_idmrf: 10.139559, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:47:33,768 - INFO - [Eval] step: 87999, bce: 0.120290, psnr: 24.739199, ssim: 0.817964, lpips: 0.176394
+2023-03-22 00:48:08,423 - INFO - [Train] step: 88099, loss_mpn: 0.062559, loss_rec: 0.071789, loss_semantic: 0.817522, loss_idmrf: 11.434892, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:48:40,599 - INFO - [Train] step: 88199, loss_mpn: 0.038547, loss_rec: 0.101183, loss_semantic: 1.065506, loss_idmrf: 12.021999, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:49:12,805 - INFO - [Train] step: 88299, loss_mpn: 0.063525, loss_rec: 0.052621, loss_semantic: 0.750862, loss_idmrf: 7.720546, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:49:45,011 - INFO - [Train] step: 88399, loss_mpn: 0.075230, loss_rec: 0.071807, loss_semantic: 0.633291, loss_idmrf: 7.637510, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:50:17,191 - INFO - [Train] step: 88499, loss_mpn: 0.030365, loss_rec: 0.053564, loss_semantic: 0.596933, loss_idmrf: 7.150956, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:50:49,367 - INFO - [Train] step: 88599, loss_mpn: 0.041435, loss_rec: 0.086004, loss_semantic: 1.055452, loss_idmrf: 11.891286, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:51:21,564 - INFO - [Train] step: 88699, loss_mpn: 0.085952, loss_rec: 0.090650, loss_semantic: 0.880599, loss_idmrf: 8.798581, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:51:53,786 - INFO - [Train] step: 88799, loss_mpn: 0.061010, loss_rec: 0.053881, loss_semantic: 0.739719, loss_idmrf: 8.283607, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:52:25,974 - INFO - [Train] step: 88899, loss_mpn: 0.066451, loss_rec: 0.065487, loss_semantic: 0.798934, loss_idmrf: 8.570513, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:52:58,517 - INFO - [Train] step: 88999, loss_mpn: 0.057170, loss_rec: 0.063945, loss_semantic: 0.716722, loss_idmrf: 10.550674, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:53:39,030 - INFO - [Eval] step: 88999, bce: 0.119626, psnr: 24.820707, ssim: 0.818960, lpips: 0.173429
+2023-03-22 00:54:13,623 - INFO - [Train] step: 89099, loss_mpn: 0.049637, loss_rec: 0.067388, loss_semantic: 0.819208, loss_idmrf: 10.809620, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:54:45,790 - INFO - [Train] step: 89199, loss_mpn: 0.021441, loss_rec: 0.060791, loss_semantic: 0.856008, loss_idmrf: 10.923191, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:55:17,976 - INFO - [Train] step: 89299, loss_mpn: 0.023727, loss_rec: 0.059400, loss_semantic: 0.699371, loss_idmrf: 6.455028, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:55:50,154 - INFO - [Train] step: 89399, loss_mpn: 0.052061, loss_rec: 0.071733, loss_semantic: 0.803733, loss_idmrf: 10.542953, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:56:22,340 - INFO - [Train] step: 89499, loss_mpn: 0.042884, loss_rec: 0.122381, loss_semantic: 1.034967, loss_idmrf: 13.699782, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:56:54,484 - INFO - [Train] step: 89599, loss_mpn: 0.039120, loss_rec: 0.098188, loss_semantic: 0.902622, loss_idmrf: 10.122753, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:57:26,651 - INFO - [Train] step: 89699, loss_mpn: 0.028256, loss_rec: 0.083512, loss_semantic: 0.903331, loss_idmrf: 6.716915, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:57:58,849 - INFO - [Train] step: 89799, loss_mpn: 0.047690, loss_rec: 0.060364, loss_semantic: 0.746033, loss_idmrf: 9.408144, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:58:31,062 - INFO - [Train] step: 89899, loss_mpn: 0.088956, loss_rec: 0.066606, loss_semantic: 0.734848, loss_idmrf: 8.810601, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:59:03,325 - INFO - [Train] step: 89999, loss_mpn: 0.041391, loss_rec: 0.038405, loss_semantic: 0.548289, loss_idmrf: 5.525922, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 00:59:43,895 - INFO - [Eval] step: 89999, bce: 0.129448, psnr: 24.875702, ssim: 0.820301, lpips: 0.175328
+2023-03-22 01:00:18,872 - INFO - [Train] step: 90099, loss_mpn: 0.077436, loss_rec: 0.072113, loss_semantic: 0.767013, loss_idmrf: 9.465036, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:00:51,003 - INFO - [Train] step: 90199, loss_mpn: 0.033126, loss_rec: 0.068924, loss_semantic: 0.785603, loss_idmrf: 5.910948, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:01:23,187 - INFO - [Train] step: 90299, loss_mpn: 0.046994, loss_rec: 0.057779, loss_semantic: 0.732791, loss_idmrf: 10.296927, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:01:55,353 - INFO - [Train] step: 90399, loss_mpn: 0.055227, loss_rec: 0.083111, loss_semantic: 0.824692, loss_idmrf: 9.829249, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:02:27,590 - INFO - [Train] step: 90499, loss_mpn: 0.061317, loss_rec: 0.078967, loss_semantic: 0.793358, loss_idmrf: 10.022481, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:02:59,769 - INFO - [Train] step: 90599, loss_mpn: 0.048057, loss_rec: 0.082077, loss_semantic: 0.617419, loss_idmrf: 8.207724, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:03:32,016 - INFO - [Train] step: 90699, loss_mpn: 0.027818, loss_rec: 0.054313, loss_semantic: 0.518613, loss_idmrf: 10.782039, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:04:04,137 - INFO - [Train] step: 90799, loss_mpn: 0.057046, loss_rec: 0.073729, loss_semantic: 0.742983, loss_idmrf: 10.030809, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:04:36,334 - INFO - [Train] step: 90899, loss_mpn: 0.074024, loss_rec: 0.082705, loss_semantic: 0.931247, loss_idmrf: 16.340755, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:05:08,570 - INFO - [Train] step: 90999, loss_mpn: 0.026570, loss_rec: 0.076666, loss_semantic: 0.720918, loss_idmrf: 5.565454, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:05:49,364 - INFO - [Eval] step: 90999, bce: 0.112591, psnr: 24.889544, ssim: 0.818154, lpips: 0.173928
+2023-03-22 01:06:24,085 - INFO - [Train] step: 91099, loss_mpn: 0.051280, loss_rec: 0.046951, loss_semantic: 0.691229, loss_idmrf: 7.276946, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:06:56,212 - INFO - [Train] step: 91199, loss_mpn: 0.035924, loss_rec: 0.095922, loss_semantic: 0.922396, loss_idmrf: 12.660844, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:07:28,458 - INFO - [Train] step: 91299, loss_mpn: 0.023290, loss_rec: 0.051412, loss_semantic: 0.624070, loss_idmrf: 5.801354, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:08:00,705 - INFO - [Train] step: 91399, loss_mpn: 0.062024, loss_rec: 0.073013, loss_semantic: 0.793233, loss_idmrf: 7.834599, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:08:32,859 - INFO - [Train] step: 91499, loss_mpn: 0.076542, loss_rec: 0.054004, loss_semantic: 0.844169, loss_idmrf: 6.920362, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:09:05,043 - INFO - [Train] step: 91599, loss_mpn: 0.027756, loss_rec: 0.039556, loss_semantic: 0.527356, loss_idmrf: 4.837710, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:09:37,246 - INFO - [Train] step: 91699, loss_mpn: 0.044268, loss_rec: 0.104876, loss_semantic: 0.963477, loss_idmrf: 10.879786, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:10:09,416 - INFO - [Train] step: 91799, loss_mpn: 0.067746, loss_rec: 0.098592, loss_semantic: 0.940795, loss_idmrf: 9.702755, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:10:41,562 - INFO - [Train] step: 91899, loss_mpn: 0.023337, loss_rec: 0.047762, loss_semantic: 0.616185, loss_idmrf: 4.772653, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:11:13,727 - INFO - [Train] step: 91999, loss_mpn: 0.074104, loss_rec: 0.063692, loss_semantic: 0.751725, loss_idmrf: 10.296261, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:11:54,291 - INFO - [Eval] step: 91999, bce: 0.124012, psnr: 24.825125, ssim: 0.816187, lpips: 0.178243
+2023-03-22 01:12:29,134 - INFO - [Train] step: 92099, loss_mpn: 0.032902, loss_rec: 0.116675, loss_semantic: 0.992822, loss_idmrf: 12.517613, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:13:01,282 - INFO - [Train] step: 92199, loss_mpn: 0.045969, loss_rec: 0.067315, loss_semantic: 0.754463, loss_idmrf: 7.779560, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:13:33,481 - INFO - [Train] step: 92299, loss_mpn: 0.033514, loss_rec: 0.087392, loss_semantic: 0.886763, loss_idmrf: 8.497294, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:14:05,711 - INFO - [Train] step: 92399, loss_mpn: 0.043897, loss_rec: 0.116356, loss_semantic: 1.031383, loss_idmrf: 13.504349, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:14:37,928 - INFO - [Train] step: 92499, loss_mpn: 0.058159, loss_rec: 0.069516, loss_semantic: 0.714518, loss_idmrf: 5.819602, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:15:10,177 - INFO - [Train] step: 92599, loss_mpn: 0.101378, loss_rec: 0.071907, loss_semantic: 0.845183, loss_idmrf: 12.773294, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:15:42,372 - INFO - [Train] step: 92699, loss_mpn: 0.044969, loss_rec: 0.081426, loss_semantic: 0.822690, loss_idmrf: 10.523388, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:16:14,549 - INFO - [Train] step: 92799, loss_mpn: 0.066073, loss_rec: 0.077502, loss_semantic: 0.960993, loss_idmrf: 10.829546, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:16:46,727 - INFO - [Train] step: 92899, loss_mpn: 0.020662, loss_rec: 0.062934, loss_semantic: 0.708151, loss_idmrf: 7.258759, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:17:18,873 - INFO - [Train] step: 92999, loss_mpn: 0.054599, loss_rec: 0.053544, loss_semantic: 0.697677, loss_idmrf: 6.403898, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:17:59,649 - INFO - [Eval] step: 92999, bce: 0.148533, psnr: 24.692904, ssim: 0.819727, lpips: 0.175773
+2023-03-22 01:18:34,568 - INFO - [Train] step: 93099, loss_mpn: 0.044964, loss_rec: 0.064504, loss_semantic: 0.876105, loss_idmrf: 8.012693, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:19:06,697 - INFO - [Train] step: 93199, loss_mpn: 0.057838, loss_rec: 0.100402, loss_semantic: 1.063338, loss_idmrf: 11.276210, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:19:38,831 - INFO - [Train] step: 93299, loss_mpn: 0.075175, loss_rec: 0.098808, loss_semantic: 0.955602, loss_idmrf: 13.579515, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:20:11,006 - INFO - [Train] step: 93399, loss_mpn: 0.056227, loss_rec: 0.073241, loss_semantic: 0.815919, loss_idmrf: 16.280539, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:20:43,264 - INFO - [Train] step: 93499, loss_mpn: 0.057177, loss_rec: 0.046558, loss_semantic: 0.602703, loss_idmrf: 8.229668, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:21:15,450 - INFO - [Train] step: 93599, loss_mpn: 0.033088, loss_rec: 0.076659, loss_semantic: 0.795272, loss_idmrf: 9.755508, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:21:47,578 - INFO - [Train] step: 93699, loss_mpn: 0.044251, loss_rec: 0.082389, loss_semantic: 0.702438, loss_idmrf: 9.095297, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:22:19,734 - INFO - [Train] step: 93799, loss_mpn: 0.030226, loss_rec: 0.034206, loss_semantic: 0.649406, loss_idmrf: 6.579792, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:22:51,985 - INFO - [Train] step: 93899, loss_mpn: 0.037290, loss_rec: 0.059007, loss_semantic: 0.746472, loss_idmrf: 11.007776, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:23:24,166 - INFO - [Train] step: 93999, loss_mpn: 0.035149, loss_rec: 0.065716, loss_semantic: 0.752511, loss_idmrf: 13.898247, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:24:04,651 - INFO - [Eval] step: 93999, bce: 0.108155, psnr: 24.917763, ssim: 0.820835, lpips: 0.174347
+2023-03-22 01:24:39,566 - INFO - [Train] step: 94099, loss_mpn: 0.082781, loss_rec: 0.054612, loss_semantic: 0.690894, loss_idmrf: 7.136873, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:25:11,611 - INFO - [Train] step: 94199, loss_mpn: 0.042154, loss_rec: 0.071832, loss_semantic: 0.822952, loss_idmrf: 12.728134, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:25:43,759 - INFO - [Train] step: 94299, loss_mpn: 0.031623, loss_rec: 0.101637, loss_semantic: 0.936230, loss_idmrf: 14.756525, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:26:15,918 - INFO - [Train] step: 94399, loss_mpn: 0.058060, loss_rec: 0.070956, loss_semantic: 0.880665, loss_idmrf: 9.712339, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:26:48,037 - INFO - [Train] step: 94499, loss_mpn: 0.023079, loss_rec: 0.087123, loss_semantic: 0.772486, loss_idmrf: 9.196262, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:27:20,137 - INFO - [Train] step: 94599, loss_mpn: 0.028570, loss_rec: 0.112170, loss_semantic: 1.080197, loss_idmrf: 10.368828, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:27:52,264 - INFO - [Train] step: 94699, loss_mpn: 0.067029, loss_rec: 0.085898, loss_semantic: 0.740159, loss_idmrf: 11.561421, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:28:24,396 - INFO - [Train] step: 94799, loss_mpn: 0.119907, loss_rec: 0.090070, loss_semantic: 0.921883, loss_idmrf: 10.014653, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:28:56,521 - INFO - [Train] step: 94899, loss_mpn: 0.025010, loss_rec: 0.078614, loss_semantic: 0.817985, loss_idmrf: 9.218891, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:29:28,660 - INFO - [Train] step: 94999, loss_mpn: 0.035713, loss_rec: 0.068915, loss_semantic: 0.763178, loss_idmrf: 11.058451, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:30:09,219 - INFO - [Eval] step: 94999, bce: 0.119708, psnr: 24.917757, ssim: 0.819492, lpips: 0.174331
+2023-03-22 01:30:44,339 - INFO - [Train] step: 95099, loss_mpn: 0.042770, loss_rec: 0.094078, loss_semantic: 0.880561, loss_idmrf: 10.488567, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:31:16,397 - INFO - [Train] step: 95199, loss_mpn: 0.118442, loss_rec: 0.047609, loss_semantic: 0.658077, loss_idmrf: 11.560671, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:31:48,414 - INFO - [Train] step: 95299, loss_mpn: 0.031915, loss_rec: 0.051486, loss_semantic: 0.660124, loss_idmrf: 6.054893, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:32:20,563 - INFO - [Train] step: 95399, loss_mpn: 0.037406, loss_rec: 0.054031, loss_semantic: 0.660251, loss_idmrf: 5.146511, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:32:52,739 - INFO - [Train] step: 95499, loss_mpn: 0.053139, loss_rec: 0.114880, loss_semantic: 0.955026, loss_idmrf: 13.524335, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:33:24,902 - INFO - [Train] step: 95599, loss_mpn: 0.026904, loss_rec: 0.079220, loss_semantic: 0.742503, loss_idmrf: 11.773836, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:33:57,072 - INFO - [Train] step: 95699, loss_mpn: 0.074507, loss_rec: 0.059265, loss_semantic: 0.801399, loss_idmrf: 8.580824, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:34:29,236 - INFO - [Train] step: 95799, loss_mpn: 0.024929, loss_rec: 0.080716, loss_semantic: 0.826086, loss_idmrf: 8.420162, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:35:01,388 - INFO - [Train] step: 95899, loss_mpn: 0.025368, loss_rec: 0.054612, loss_semantic: 0.613826, loss_idmrf: 6.014270, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:35:33,510 - INFO - [Train] step: 95999, loss_mpn: 0.050958, loss_rec: 0.067117, loss_semantic: 0.697029, loss_idmrf: 11.921860, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:36:13,871 - INFO - [Eval] step: 95999, bce: 0.126122, psnr: 24.681961, ssim: 0.818783, lpips: 0.177138
+2023-03-22 01:36:48,757 - INFO - [Train] step: 96099, loss_mpn: 0.048725, loss_rec: 0.061997, loss_semantic: 0.699347, loss_idmrf: 7.206679, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:37:20,845 - INFO - [Train] step: 96199, loss_mpn: 0.040705, loss_rec: 0.070008, loss_semantic: 0.869115, loss_idmrf: 7.542233, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:37:53,032 - INFO - [Train] step: 96299, loss_mpn: 0.064001, loss_rec: 0.073772, loss_semantic: 0.763481, loss_idmrf: 9.511509, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:38:25,175 - INFO - [Train] step: 96399, loss_mpn: 0.035922, loss_rec: 0.039299, loss_semantic: 0.586622, loss_idmrf: 8.077531, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:38:57,370 - INFO - [Train] step: 96499, loss_mpn: 0.050052, loss_rec: 0.076058, loss_semantic: 0.679940, loss_idmrf: 9.562543, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:39:29,515 - INFO - [Train] step: 96599, loss_mpn: 0.034479, loss_rec: 0.077220, loss_semantic: 0.776968, loss_idmrf: 10.111013, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:40:01,780 - INFO - [Train] step: 96699, loss_mpn: 0.043755, loss_rec: 0.064649, loss_semantic: 0.797486, loss_idmrf: 8.247033, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:40:33,961 - INFO - [Train] step: 96799, loss_mpn: 0.039224, loss_rec: 0.043149, loss_semantic: 0.577572, loss_idmrf: 7.606384, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:41:06,133 - INFO - [Train] step: 96899, loss_mpn: 0.045646, loss_rec: 0.084875, loss_semantic: 0.913946, loss_idmrf: 12.176027, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:41:38,367 - INFO - [Train] step: 96999, loss_mpn: 0.045876, loss_rec: 0.058014, loss_semantic: 0.633259, loss_idmrf: 8.888289, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:42:18,503 - INFO - [Eval] step: 96999, bce: 0.107539, psnr: 24.802317, ssim: 0.821820, lpips: 0.173012
+2023-03-22 01:42:53,262 - INFO - [Train] step: 97099, loss_mpn: 0.052191, loss_rec: 0.076818, loss_semantic: 0.814966, loss_idmrf: 9.289873, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:43:25,432 - INFO - [Train] step: 97199, loss_mpn: 0.089790, loss_rec: 0.080243, loss_semantic: 0.971356, loss_idmrf: 12.177500, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:43:57,646 - INFO - [Train] step: 97299, loss_mpn: 0.029627, loss_rec: 0.045875, loss_semantic: 0.568849, loss_idmrf: 4.863001, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:44:29,836 - INFO - [Train] step: 97399, loss_mpn: 0.017885, loss_rec: 0.039326, loss_semantic: 0.542162, loss_idmrf: 7.037463, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:45:02,017 - INFO - [Train] step: 97499, loss_mpn: 0.037247, loss_rec: 0.097976, loss_semantic: 0.935126, loss_idmrf: 15.542753, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:45:34,201 - INFO - [Train] step: 97599, loss_mpn: 0.057504, loss_rec: 0.071904, loss_semantic: 0.786458, loss_idmrf: 6.403484, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:46:06,363 - INFO - [Train] step: 97699, loss_mpn: 0.050325, loss_rec: 0.081996, loss_semantic: 0.889867, loss_idmrf: 7.211037, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:46:38,549 - INFO - [Train] step: 97799, loss_mpn: 0.042786, loss_rec: 0.075754, loss_semantic: 0.749632, loss_idmrf: 8.111937, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:47:10,691 - INFO - [Train] step: 97899, loss_mpn: 0.061992, loss_rec: 0.087098, loss_semantic: 0.946412, loss_idmrf: 9.590847, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:47:42,846 - INFO - [Train] step: 97999, loss_mpn: 0.085015, loss_rec: 0.113707, loss_semantic: 0.953453, loss_idmrf: 11.438767, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:48:23,143 - INFO - [Eval] step: 97999, bce: 0.154241, psnr: 24.979345, ssim: 0.819157, lpips: 0.174228
+2023-03-22 01:48:57,823 - INFO - [Train] step: 98099, loss_mpn: 0.052115, loss_rec: 0.052756, loss_semantic: 0.712664, loss_idmrf: 8.469702, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:49:29,950 - INFO - [Train] step: 98199, loss_mpn: 0.024666, loss_rec: 0.054197, loss_semantic: 0.762663, loss_idmrf: 6.611955, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:50:02,177 - INFO - [Train] step: 98299, loss_mpn: 0.028356, loss_rec: 0.059041, loss_semantic: 0.511322, loss_idmrf: 7.393349, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:50:34,394 - INFO - [Train] step: 98399, loss_mpn: 0.055339, loss_rec: 0.075663, loss_semantic: 0.934033, loss_idmrf: 9.921212, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:51:06,622 - INFO - [Train] step: 98499, loss_mpn: 0.024814, loss_rec: 0.106756, loss_semantic: 0.882688, loss_idmrf: 11.009569, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:51:38,806 - INFO - [Train] step: 98599, loss_mpn: 0.057247, loss_rec: 0.103224, loss_semantic: 1.007031, loss_idmrf: 8.447426, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:52:10,981 - INFO - [Train] step: 98699, loss_mpn: 0.035693, loss_rec: 0.052007, loss_semantic: 0.637370, loss_idmrf: 6.797186, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:52:43,196 - INFO - [Train] step: 98799, loss_mpn: 0.036855, loss_rec: 0.038728, loss_semantic: 0.585359, loss_idmrf: 8.289480, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:53:15,409 - INFO - [Train] step: 98899, loss_mpn: 0.053095, loss_rec: 0.053533, loss_semantic: 0.651219, loss_idmrf: 5.186718, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:53:47,877 - INFO - [Train] step: 98999, loss_mpn: 0.029339, loss_rec: 0.057394, loss_semantic: 0.742084, loss_idmrf: 9.525237, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:54:28,193 - INFO - [Eval] step: 98999, bce: 0.106107, psnr: 24.744890, ssim: 0.821967, lpips: 0.174515
+2023-03-22 01:55:02,864 - INFO - [Train] step: 99099, loss_mpn: 0.070531, loss_rec: 0.090668, loss_semantic: 0.804477, loss_idmrf: 10.948981, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:55:35,010 - INFO - [Train] step: 99199, loss_mpn: 0.058162, loss_rec: 0.064429, loss_semantic: 0.676529, loss_idmrf: 9.627014, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:56:07,149 - INFO - [Train] step: 99299, loss_mpn: 0.051865, loss_rec: 0.070653, loss_semantic: 0.788516, loss_idmrf: 9.567472, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:56:39,250 - INFO - [Train] step: 99399, loss_mpn: 0.051160, loss_rec: 0.089462, loss_semantic: 0.949539, loss_idmrf: 9.462128, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:57:11,427 - INFO - [Train] step: 99499, loss_mpn: 0.034445, loss_rec: 0.081618, loss_semantic: 0.814909, loss_idmrf: 12.235013, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:57:43,640 - INFO - [Train] step: 99599, loss_mpn: 0.043653, loss_rec: 0.086381, loss_semantic: 0.798364, loss_idmrf: 9.815073, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:58:15,874 - INFO - [Train] step: 99699, loss_mpn: 0.029088, loss_rec: 0.067495, loss_semantic: 0.709986, loss_idmrf: 9.043991, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:58:48,026 - INFO - [Train] step: 99799, loss_mpn: 0.030144, loss_rec: 0.043319, loss_semantic: 0.524686, loss_idmrf: 7.988810, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:59:20,143 - INFO - [Train] step: 99899, loss_mpn: 0.055536, loss_rec: 0.048954, loss_semantic: 0.638153, loss_idmrf: 8.786574, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 01:59:52,319 - INFO - [Train] step: 99999, loss_mpn: 0.030653, loss_rec: 0.095166, loss_semantic: 1.063836, loss_idmrf: 13.248051, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:00:32,686 - INFO - [Eval] step: 99999, bce: 0.115487, psnr: 24.998674, ssim: 0.821466, lpips: 0.174200
+2023-03-22 02:01:07,399 - INFO - [Train] step: 100099, loss_mpn: 0.043347, loss_rec: 0.054216, loss_semantic: 0.668635, loss_idmrf: 9.819383, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:01:39,567 - INFO - [Train] step: 100199, loss_mpn: 0.041305, loss_rec: 0.067605, loss_semantic: 0.826695, loss_idmrf: 10.747529, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:02:11,791 - INFO - [Train] step: 100299, loss_mpn: 0.040441, loss_rec: 0.096166, loss_semantic: 0.984178, loss_idmrf: 9.941429, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:02:44,005 - INFO - [Train] step: 100399, loss_mpn: 0.050084, loss_rec: 0.067162, loss_semantic: 0.825494, loss_idmrf: 7.075136, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:03:16,255 - INFO - [Train] step: 100499, loss_mpn: 0.029362, loss_rec: 0.058372, loss_semantic: 0.721315, loss_idmrf: 8.047099, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:03:48,493 - INFO - [Train] step: 100599, loss_mpn: 0.031848, loss_rec: 0.050383, loss_semantic: 0.617658, loss_idmrf: 7.303278, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:04:20,644 - INFO - [Train] step: 100699, loss_mpn: 0.029325, loss_rec: 0.096494, loss_semantic: 1.011857, loss_idmrf: 13.285696, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:04:52,864 - INFO - [Train] step: 100799, loss_mpn: 0.026281, loss_rec: 0.072528, loss_semantic: 0.765594, loss_idmrf: 11.129723, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:05:25,113 - INFO - [Train] step: 100899, loss_mpn: 0.046894, loss_rec: 0.065776, loss_semantic: 0.671354, loss_idmrf: 6.110980, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:05:57,373 - INFO - [Train] step: 100999, loss_mpn: 0.059799, loss_rec: 0.069619, loss_semantic: 0.745608, loss_idmrf: 7.388325, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:06:37,705 - INFO - [Eval] step: 100999, bce: 0.134536, psnr: 24.911501, ssim: 0.822251, lpips: 0.173018
+2023-03-22 02:07:12,405 - INFO - [Train] step: 101099, loss_mpn: 0.043243, loss_rec: 0.075310, loss_semantic: 0.732643, loss_idmrf: 10.218486, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:07:44,639 - INFO - [Train] step: 101199, loss_mpn: 0.061385, loss_rec: 0.062719, loss_semantic: 0.765438, loss_idmrf: 8.034082, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:08:16,842 - INFO - [Train] step: 101299, loss_mpn: 0.052703, loss_rec: 0.099206, loss_semantic: 0.887656, loss_idmrf: 12.958310, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:08:49,045 - INFO - [Train] step: 101399, loss_mpn: 0.035736, loss_rec: 0.074398, loss_semantic: 0.763005, loss_idmrf: 7.386432, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:09:21,237 - INFO - [Train] step: 101499, loss_mpn: 0.045989, loss_rec: 0.079145, loss_semantic: 0.799147, loss_idmrf: 12.684996, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:09:53,449 - INFO - [Train] step: 101599, loss_mpn: 0.053337, loss_rec: 0.069436, loss_semantic: 0.775963, loss_idmrf: 6.885541, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:10:25,657 - INFO - [Train] step: 101699, loss_mpn: 0.029857, loss_rec: 0.052969, loss_semantic: 0.685006, loss_idmrf: 6.757973, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:10:57,870 - INFO - [Train] step: 101799, loss_mpn: 0.061118, loss_rec: 0.039794, loss_semantic: 0.603959, loss_idmrf: 7.020681, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:11:30,351 - INFO - [Train] step: 101899, loss_mpn: 0.034327, loss_rec: 0.054055, loss_semantic: 0.682314, loss_idmrf: 6.551708, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:12:02,530 - INFO - [Train] step: 101999, loss_mpn: 0.063899, loss_rec: 0.056435, loss_semantic: 0.639562, loss_idmrf: 8.407726, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:12:42,886 - INFO - [Eval] step: 101999, bce: 0.108796, psnr: 25.010229, ssim: 0.822915, lpips: 0.175105
+2023-03-22 02:13:17,557 - INFO - [Train] step: 102099, loss_mpn: 0.029025, loss_rec: 0.034877, loss_semantic: 0.508241, loss_idmrf: 4.669019, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:13:49,827 - INFO - [Train] step: 102199, loss_mpn: 0.022553, loss_rec: 0.046873, loss_semantic: 0.542644, loss_idmrf: 4.419894, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:14:22,049 - INFO - [Train] step: 102299, loss_mpn: 0.022184, loss_rec: 0.092910, loss_semantic: 0.954781, loss_idmrf: 9.373116, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:14:54,221 - INFO - [Train] step: 102399, loss_mpn: 0.048397, loss_rec: 0.072963, loss_semantic: 0.840907, loss_idmrf: 12.828461, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:15:26,440 - INFO - [Train] step: 102499, loss_mpn: 0.026923, loss_rec: 0.082648, loss_semantic: 0.787960, loss_idmrf: 12.478730, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:15:58,612 - INFO - [Train] step: 102599, loss_mpn: 0.084186, loss_rec: 0.093645, loss_semantic: 0.960665, loss_idmrf: 11.422997, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:16:30,818 - INFO - [Train] step: 102699, loss_mpn: 0.047321, loss_rec: 0.067678, loss_semantic: 0.697105, loss_idmrf: 9.688253, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:17:03,056 - INFO - [Train] step: 102799, loss_mpn: 0.038793, loss_rec: 0.083922, loss_semantic: 0.903969, loss_idmrf: 10.872892, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:17:35,266 - INFO - [Train] step: 102899, loss_mpn: 0.031825, loss_rec: 0.084524, loss_semantic: 0.886206, loss_idmrf: 7.721631, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:18:07,490 - INFO - [Train] step: 102999, loss_mpn: 0.018688, loss_rec: 0.035097, loss_semantic: 0.493790, loss_idmrf: 2.240027, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:18:47,857 - INFO - [Eval] step: 102999, bce: 0.119949, psnr: 24.920256, ssim: 0.823800, lpips: 0.171315
+2023-03-22 02:19:22,494 - INFO - [Train] step: 103099, loss_mpn: 0.032847, loss_rec: 0.078735, loss_semantic: 0.782639, loss_idmrf: 10.822953, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:19:54,673 - INFO - [Train] step: 103199, loss_mpn: 0.072805, loss_rec: 0.034484, loss_semantic: 0.414519, loss_idmrf: 2.583179, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:20:26,887 - INFO - [Train] step: 103299, loss_mpn: 0.032809, loss_rec: 0.069475, loss_semantic: 0.657672, loss_idmrf: 7.820476, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:20:59,115 - INFO - [Train] step: 103399, loss_mpn: 0.010425, loss_rec: 0.046760, loss_semantic: 0.555502, loss_idmrf: 3.713996, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:21:31,313 - INFO - [Train] step: 103499, loss_mpn: 0.034193, loss_rec: 0.053407, loss_semantic: 0.639731, loss_idmrf: 9.027040, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:22:03,520 - INFO - [Train] step: 103599, loss_mpn: 0.056309, loss_rec: 0.064481, loss_semantic: 0.728886, loss_idmrf: 9.003403, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:22:35,774 - INFO - [Train] step: 103699, loss_mpn: 0.066194, loss_rec: 0.063515, loss_semantic: 0.841116, loss_idmrf: 9.032807, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:23:08,049 - INFO - [Train] step: 103799, loss_mpn: 0.057913, loss_rec: 0.077003, loss_semantic: 0.913592, loss_idmrf: 12.072495, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:23:40,295 - INFO - [Train] step: 103899, loss_mpn: 0.067359, loss_rec: 0.063841, loss_semantic: 0.812813, loss_idmrf: 10.191163, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:24:12,561 - INFO - [Train] step: 103999, loss_mpn: 0.063578, loss_rec: 0.048411, loss_semantic: 0.626424, loss_idmrf: 7.518556, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:24:53,167 - INFO - [Eval] step: 103999, bce: 0.109611, psnr: 25.009424, ssim: 0.819028, lpips: 0.171610
+2023-03-22 02:25:27,891 - INFO - [Train] step: 104099, loss_mpn: 0.072432, loss_rec: 0.108530, loss_semantic: 1.061690, loss_idmrf: 14.816842, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:26:00,089 - INFO - [Train] step: 104199, loss_mpn: 0.055418, loss_rec: 0.075470, loss_semantic: 0.845203, loss_idmrf: 9.831921, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:26:32,349 - INFO - [Train] step: 104299, loss_mpn: 0.092416, loss_rec: 0.082651, loss_semantic: 0.834685, loss_idmrf: 8.655300, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:27:04,587 - INFO - [Train] step: 104399, loss_mpn: 0.020041, loss_rec: 0.064766, loss_semantic: 0.755946, loss_idmrf: 6.533707, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:27:36,837 - INFO - [Train] step: 104499, loss_mpn: 0.045581, loss_rec: 0.053180, loss_semantic: 0.701897, loss_idmrf: 10.569016, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:28:09,027 - INFO - [Train] step: 104599, loss_mpn: 0.070182, loss_rec: 0.085893, loss_semantic: 0.879465, loss_idmrf: 8.918365, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:28:41,338 - INFO - [Train] step: 104699, loss_mpn: 0.030600, loss_rec: 0.078498, loss_semantic: 0.961519, loss_idmrf: 11.002360, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:29:13,579 - INFO - [Train] step: 104799, loss_mpn: 0.104466, loss_rec: 0.055520, loss_semantic: 0.660482, loss_idmrf: 4.957309, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:29:45,813 - INFO - [Train] step: 104899, loss_mpn: 0.067886, loss_rec: 0.063384, loss_semantic: 0.643337, loss_idmrf: 10.665487, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:30:18,104 - INFO - [Train] step: 104999, loss_mpn: 0.050570, loss_rec: 0.067428, loss_semantic: 0.783848, loss_idmrf: 9.488999, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:30:58,424 - INFO - [Eval] step: 104999, bce: 0.105559, psnr: 25.026772, ssim: 0.823849, lpips: 0.171912
+2023-03-22 02:31:33,334 - INFO - [Train] step: 105099, loss_mpn: 0.027205, loss_rec: 0.054024, loss_semantic: 0.656947, loss_idmrf: 5.695173, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:32:05,661 - INFO - [Train] step: 105199, loss_mpn: 0.031526, loss_rec: 0.101648, loss_semantic: 0.881632, loss_idmrf: 11.556265, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:32:38,030 - INFO - [Train] step: 105299, loss_mpn: 0.072337, loss_rec: 0.076222, loss_semantic: 0.930410, loss_idmrf: 9.658047, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:33:10,342 - INFO - [Train] step: 105399, loss_mpn: 0.085543, loss_rec: 0.084505, loss_semantic: 0.939804, loss_idmrf: 11.947859, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:33:42,653 - INFO - [Train] step: 105499, loss_mpn: 0.028252, loss_rec: 0.067014, loss_semantic: 0.818700, loss_idmrf: 12.438793, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:34:14,854 - INFO - [Train] step: 105599, loss_mpn: 0.023673, loss_rec: 0.092403, loss_semantic: 1.036414, loss_idmrf: 10.133076, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:34:47,097 - INFO - [Train] step: 105699, loss_mpn: 0.022448, loss_rec: 0.076482, loss_semantic: 0.812613, loss_idmrf: 6.775739, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:35:19,327 - INFO - [Train] step: 105799, loss_mpn: 0.053671, loss_rec: 0.115019, loss_semantic: 1.076729, loss_idmrf: 13.157410, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:35:51,573 - INFO - [Train] step: 105899, loss_mpn: 0.042971, loss_rec: 0.050861, loss_semantic: 0.642420, loss_idmrf: 6.439466, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:36:24,576 - INFO - [Train] step: 105999, loss_mpn: 0.056074, loss_rec: 0.091901, loss_semantic: 1.017533, loss_idmrf: 11.564117, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:37:04,891 - INFO - [Eval] step: 105999, bce: 0.098022, psnr: 25.047523, ssim: 0.825116, lpips: 0.168560
+2023-03-22 02:37:39,595 - INFO - [Train] step: 106099, loss_mpn: 0.041623, loss_rec: 0.086961, loss_semantic: 0.962379, loss_idmrf: 10.526389, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:38:11,792 - INFO - [Train] step: 106199, loss_mpn: 0.047836, loss_rec: 0.061220, loss_semantic: 0.866572, loss_idmrf: 5.997600, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:38:43,964 - INFO - [Train] step: 106299, loss_mpn: 0.082816, loss_rec: 0.075459, loss_semantic: 0.912364, loss_idmrf: 9.138219, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:39:16,177 - INFO - [Train] step: 106399, loss_mpn: 0.046308, loss_rec: 0.091224, loss_semantic: 0.977642, loss_idmrf: 8.051978, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:39:48,431 - INFO - [Train] step: 106499, loss_mpn: 0.050906, loss_rec: 0.073003, loss_semantic: 0.705281, loss_idmrf: 6.648759, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:40:20,652 - INFO - [Train] step: 106599, loss_mpn: 0.034740, loss_rec: 0.068022, loss_semantic: 0.713024, loss_idmrf: 10.507736, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:40:52,890 - INFO - [Train] step: 106699, loss_mpn: 0.058450, loss_rec: 0.074247, loss_semantic: 0.772787, loss_idmrf: 8.319951, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:41:25,114 - INFO - [Train] step: 106799, loss_mpn: 0.099577, loss_rec: 0.062908, loss_semantic: 0.761994, loss_idmrf: 10.256427, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:41:57,307 - INFO - [Train] step: 106899, loss_mpn: 0.027492, loss_rec: 0.050736, loss_semantic: 0.742422, loss_idmrf: 5.869116, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:42:29,508 - INFO - [Train] step: 106999, loss_mpn: 0.032936, loss_rec: 0.053495, loss_semantic: 0.709164, loss_idmrf: 6.606046, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:43:09,768 - INFO - [Eval] step: 106999, bce: 0.103208, psnr: 25.017960, ssim: 0.825380, lpips: 0.170996
+2023-03-22 02:43:44,371 - INFO - [Train] step: 107099, loss_mpn: 0.027667, loss_rec: 0.056778, loss_semantic: 0.719753, loss_idmrf: 8.081530, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:44:16,518 - INFO - [Train] step: 107199, loss_mpn: 0.027630, loss_rec: 0.066944, loss_semantic: 0.708009, loss_idmrf: 6.433743, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:44:48,713 - INFO - [Train] step: 107299, loss_mpn: 0.035134, loss_rec: 0.054747, loss_semantic: 0.638324, loss_idmrf: 6.158323, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:45:20,870 - INFO - [Train] step: 107399, loss_mpn: 0.024483, loss_rec: 0.063147, loss_semantic: 0.803186, loss_idmrf: 8.012506, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:45:53,024 - INFO - [Train] step: 107499, loss_mpn: 0.060443, loss_rec: 0.063335, loss_semantic: 0.781782, loss_idmrf: 9.673582, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:46:25,218 - INFO - [Train] step: 107599, loss_mpn: 0.048676, loss_rec: 0.092333, loss_semantic: 0.791845, loss_idmrf: 11.813451, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:46:57,391 - INFO - [Train] step: 107699, loss_mpn: 0.018109, loss_rec: 0.030032, loss_semantic: 0.442295, loss_idmrf: 2.783296, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:47:29,575 - INFO - [Train] step: 107799, loss_mpn: 0.042226, loss_rec: 0.085091, loss_semantic: 0.908750, loss_idmrf: 10.358353, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:48:01,803 - INFO - [Train] step: 107899, loss_mpn: 0.019065, loss_rec: 0.042382, loss_semantic: 0.541287, loss_idmrf: 8.363107, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:48:34,098 - INFO - [Train] step: 107999, loss_mpn: 0.048791, loss_rec: 0.063025, loss_semantic: 0.818052, loss_idmrf: 12.614237, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:49:14,389 - INFO - [Eval] step: 107999, bce: 0.107076, psnr: 25.052181, ssim: 0.825272, lpips: 0.171708
+2023-03-22 02:49:49,141 - INFO - [Train] step: 108099, loss_mpn: 0.040375, loss_rec: 0.059661, loss_semantic: 0.674647, loss_idmrf: 12.878181, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:50:21,349 - INFO - [Train] step: 108199, loss_mpn: 0.025742, loss_rec: 0.070065, loss_semantic: 0.837225, loss_idmrf: 6.642597, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:50:53,501 - INFO - [Train] step: 108299, loss_mpn: 0.059201, loss_rec: 0.106779, loss_semantic: 0.931434, loss_idmrf: 10.187183, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:51:25,734 - INFO - [Train] step: 108399, loss_mpn: 0.047182, loss_rec: 0.056740, loss_semantic: 0.703119, loss_idmrf: 8.138309, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:51:57,967 - INFO - [Train] step: 108499, loss_mpn: 0.030913, loss_rec: 0.063538, loss_semantic: 0.821187, loss_idmrf: 8.772041, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:52:30,111 - INFO - [Train] step: 108599, loss_mpn: 0.027318, loss_rec: 0.076500, loss_semantic: 0.792644, loss_idmrf: 9.680578, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:53:02,262 - INFO - [Train] step: 108699, loss_mpn: 0.046908, loss_rec: 0.079540, loss_semantic: 0.850788, loss_idmrf: 10.096432, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:53:34,422 - INFO - [Train] step: 108799, loss_mpn: 0.054033, loss_rec: 0.069147, loss_semantic: 0.770569, loss_idmrf: 11.348592, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:54:06,607 - INFO - [Train] step: 108899, loss_mpn: 0.041268, loss_rec: 0.102737, loss_semantic: 0.978378, loss_idmrf: 11.633479, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:54:38,816 - INFO - [Train] step: 108999, loss_mpn: 0.018654, loss_rec: 0.031130, loss_semantic: 0.368360, loss_idmrf: 4.739195, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:55:19,175 - INFO - [Eval] step: 108999, bce: 0.100370, psnr: 24.973658, ssim: 0.825152, lpips: 0.171151
+2023-03-22 02:55:53,732 - INFO - [Train] step: 109099, loss_mpn: 0.048995, loss_rec: 0.078305, loss_semantic: 0.826834, loss_idmrf: 9.553696, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:56:25,889 - INFO - [Train] step: 109199, loss_mpn: 0.060714, loss_rec: 0.059896, loss_semantic: 0.720121, loss_idmrf: 8.518599, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:56:58,398 - INFO - [Train] step: 109299, loss_mpn: 0.032801, loss_rec: 0.041802, loss_semantic: 0.582868, loss_idmrf: 4.978619, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:57:30,668 - INFO - [Train] step: 109399, loss_mpn: 0.051665, loss_rec: 0.048115, loss_semantic: 0.608890, loss_idmrf: 6.255641, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:58:02,871 - INFO - [Train] step: 109499, loss_mpn: 0.037970, loss_rec: 0.095654, loss_semantic: 0.849939, loss_idmrf: 12.358139, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:58:35,127 - INFO - [Train] step: 109599, loss_mpn: 0.041591, loss_rec: 0.048653, loss_semantic: 0.656870, loss_idmrf: 5.100461, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:59:07,332 - INFO - [Train] step: 109699, loss_mpn: 0.043612, loss_rec: 0.084109, loss_semantic: 0.948313, loss_idmrf: 9.142840, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 02:59:39,555 - INFO - [Train] step: 109799, loss_mpn: 0.030364, loss_rec: 0.094701, loss_semantic: 0.924789, loss_idmrf: 12.522934, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:00:11,786 - INFO - [Train] step: 109899, loss_mpn: 0.024508, loss_rec: 0.066872, loss_semantic: 0.585291, loss_idmrf: 9.012678, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:00:43,938 - INFO - [Train] step: 109999, loss_mpn: 0.031789, loss_rec: 0.046953, loss_semantic: 0.611800, loss_idmrf: 9.056333, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:01:24,234 - INFO - [Eval] step: 109999, bce: 0.100922, psnr: 24.882153, ssim: 0.824006, lpips: 0.170379
+2023-03-22 03:01:59,158 - INFO - [Train] step: 110099, loss_mpn: 0.062278, loss_rec: 0.108758, loss_semantic: 1.085835, loss_idmrf: 10.970821, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:02:31,408 - INFO - [Train] step: 110199, loss_mpn: 0.023673, loss_rec: 0.062620, loss_semantic: 0.728323, loss_idmrf: 10.441296, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:03:03,682 - INFO - [Train] step: 110299, loss_mpn: 0.088754, loss_rec: 0.092543, loss_semantic: 0.858508, loss_idmrf: 11.024266, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:03:35,987 - INFO - [Train] step: 110399, loss_mpn: 0.044501, loss_rec: 0.045755, loss_semantic: 0.673049, loss_idmrf: 9.716023, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:04:08,261 - INFO - [Train] step: 110499, loss_mpn: 0.028404, loss_rec: 0.060052, loss_semantic: 0.658171, loss_idmrf: 6.972301, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:04:40,455 - INFO - [Train] step: 110599, loss_mpn: 0.041301, loss_rec: 0.105783, loss_semantic: 0.867518, loss_idmrf: 10.741563, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:05:12,682 - INFO - [Train] step: 110699, loss_mpn: 0.040060, loss_rec: 0.107432, loss_semantic: 0.962413, loss_idmrf: 15.087615, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:05:44,857 - INFO - [Train] step: 110799, loss_mpn: 0.119146, loss_rec: 0.059959, loss_semantic: 0.611032, loss_idmrf: 8.865110, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:06:17,093 - INFO - [Train] step: 110899, loss_mpn: 0.031437, loss_rec: 0.041614, loss_semantic: 0.559798, loss_idmrf: 10.834000, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:06:49,316 - INFO - [Train] step: 110999, loss_mpn: 0.030041, loss_rec: 0.051372, loss_semantic: 0.627921, loss_idmrf: 6.615615, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:07:29,634 - INFO - [Eval] step: 110999, bce: 0.109275, psnr: 24.966244, ssim: 0.823582, lpips: 0.171388
+2023-03-22 03:08:04,343 - INFO - [Train] step: 111099, loss_mpn: 0.032230, loss_rec: 0.064044, loss_semantic: 0.701341, loss_idmrf: 9.583471, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:08:36,581 - INFO - [Train] step: 111199, loss_mpn: 0.033946, loss_rec: 0.069811, loss_semantic: 0.717203, loss_idmrf: 7.923231, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:09:08,837 - INFO - [Train] step: 111299, loss_mpn: 0.062057, loss_rec: 0.043410, loss_semantic: 0.538288, loss_idmrf: 6.173709, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:09:41,137 - INFO - [Train] step: 111399, loss_mpn: 0.054777, loss_rec: 0.085067, loss_semantic: 0.929127, loss_idmrf: 12.417435, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:10:13,457 - INFO - [Train] step: 111499, loss_mpn: 0.059027, loss_rec: 0.108631, loss_semantic: 1.144670, loss_idmrf: 13.963919, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:10:45,680 - INFO - [Train] step: 111599, loss_mpn: 0.057855, loss_rec: 0.064101, loss_semantic: 0.763034, loss_idmrf: 10.746676, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:11:17,947 - INFO - [Train] step: 111699, loss_mpn: 0.031499, loss_rec: 0.083200, loss_semantic: 0.824326, loss_idmrf: 8.576486, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:11:50,243 - INFO - [Train] step: 111799, loss_mpn: 0.021600, loss_rec: 0.041237, loss_semantic: 0.548366, loss_idmrf: 6.121425, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:12:22,484 - INFO - [Train] step: 111899, loss_mpn: 0.032428, loss_rec: 0.118482, loss_semantic: 0.906481, loss_idmrf: 10.115815, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:12:54,615 - INFO - [Train] step: 111999, loss_mpn: 0.029625, loss_rec: 0.051760, loss_semantic: 0.650338, loss_idmrf: 8.603006, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:13:35,332 - INFO - [Eval] step: 111999, bce: 0.106506, psnr: 25.095804, ssim: 0.822776, lpips: 0.170059
+2023-03-22 03:14:10,009 - INFO - [Train] step: 112099, loss_mpn: 0.054589, loss_rec: 0.093769, loss_semantic: 0.837131, loss_idmrf: 11.189720, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:14:42,200 - INFO - [Train] step: 112199, loss_mpn: 0.055982, loss_rec: 0.076631, loss_semantic: 0.788545, loss_idmrf: 6.359371, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:15:14,428 - INFO - [Train] step: 112299, loss_mpn: 0.034527, loss_rec: 0.092002, loss_semantic: 0.909203, loss_idmrf: 12.102975, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:15:46,677 - INFO - [Train] step: 112399, loss_mpn: 0.036710, loss_rec: 0.060386, loss_semantic: 0.750496, loss_idmrf: 11.084549, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:16:19,012 - INFO - [Train] step: 112499, loss_mpn: 0.031261, loss_rec: 0.102578, loss_semantic: 0.968690, loss_idmrf: 13.268207, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:16:51,292 - INFO - [Train] step: 112599, loss_mpn: 0.032934, loss_rec: 0.062584, loss_semantic: 0.707432, loss_idmrf: 10.176445, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:17:23,549 - INFO - [Train] step: 112699, loss_mpn: 0.053245, loss_rec: 0.084895, loss_semantic: 0.902004, loss_idmrf: 9.372118, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:17:55,822 - INFO - [Train] step: 112799, loss_mpn: 0.038461, loss_rec: 0.050079, loss_semantic: 0.502227, loss_idmrf: 6.460775, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:18:28,071 - INFO - [Train] step: 112899, loss_mpn: 0.026624, loss_rec: 0.052157, loss_semantic: 0.624141, loss_idmrf: 5.559743, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:19:00,310 - INFO - [Train] step: 112999, loss_mpn: 0.161434, loss_rec: 0.078547, loss_semantic: 0.954534, loss_idmrf: 11.410073, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:19:40,601 - INFO - [Eval] step: 112999, bce: 0.114503, psnr: 25.107285, ssim: 0.826158, lpips: 0.171338
+2023-03-22 03:20:15,377 - INFO - [Train] step: 113099, loss_mpn: 0.045421, loss_rec: 0.065574, loss_semantic: 0.769772, loss_idmrf: 7.791841, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:20:47,596 - INFO - [Train] step: 113199, loss_mpn: 0.036895, loss_rec: 0.100879, loss_semantic: 0.797801, loss_idmrf: 7.940745, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:21:19,869 - INFO - [Train] step: 113299, loss_mpn: 0.039045, loss_rec: 0.062208, loss_semantic: 0.703444, loss_idmrf: 10.866488, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:21:52,111 - INFO - [Train] step: 113399, loss_mpn: 0.035481, loss_rec: 0.049717, loss_semantic: 0.680672, loss_idmrf: 6.341055, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:22:24,521 - INFO - [Train] step: 113499, loss_mpn: 0.033219, loss_rec: 0.071955, loss_semantic: 0.803524, loss_idmrf: 8.262372, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:22:56,871 - INFO - [Train] step: 113599, loss_mpn: 0.033567, loss_rec: 0.067343, loss_semantic: 0.819265, loss_idmrf: 7.795341, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:23:29,177 - INFO - [Train] step: 113699, loss_mpn: 0.053681, loss_rec: 0.100239, loss_semantic: 0.897846, loss_idmrf: 10.231771, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:24:01,458 - INFO - [Train] step: 113799, loss_mpn: 0.045309, loss_rec: 0.047521, loss_semantic: 0.616334, loss_idmrf: 6.349459, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:24:33,748 - INFO - [Train] step: 113899, loss_mpn: 0.069708, loss_rec: 0.083786, loss_semantic: 0.867627, loss_idmrf: 8.368207, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:25:05,990 - INFO - [Train] step: 113999, loss_mpn: 0.029042, loss_rec: 0.084799, loss_semantic: 0.981389, loss_idmrf: 10.386060, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:25:46,290 - INFO - [Eval] step: 113999, bce: 0.103055, psnr: 25.128443, ssim: 0.826929, lpips: 0.169043
+2023-03-22 03:26:20,984 - INFO - [Train] step: 114099, loss_mpn: 0.037792, loss_rec: 0.052169, loss_semantic: 0.634263, loss_idmrf: 8.096923, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:26:53,200 - INFO - [Train] step: 114199, loss_mpn: 0.034957, loss_rec: 0.053776, loss_semantic: 0.741492, loss_idmrf: 9.151794, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:27:25,482 - INFO - [Train] step: 114299, loss_mpn: 0.026742, loss_rec: 0.127953, loss_semantic: 1.040975, loss_idmrf: 9.378054, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:27:57,762 - INFO - [Train] step: 114399, loss_mpn: 0.073114, loss_rec: 0.086088, loss_semantic: 0.859145, loss_idmrf: 10.114921, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:28:30,145 - INFO - [Train] step: 114499, loss_mpn: 0.036937, loss_rec: 0.084553, loss_semantic: 0.925280, loss_idmrf: 9.848540, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:29:02,427 - INFO - [Train] step: 114599, loss_mpn: 0.043163, loss_rec: 0.065441, loss_semantic: 0.861195, loss_idmrf: 10.852222, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:29:34,650 - INFO - [Train] step: 114699, loss_mpn: 0.089570, loss_rec: 0.083023, loss_semantic: 0.895372, loss_idmrf: 8.849252, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:30:06,855 - INFO - [Train] step: 114799, loss_mpn: 0.042426, loss_rec: 0.149928, loss_semantic: 1.299388, loss_idmrf: 12.084493, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:30:39,146 - INFO - [Train] step: 114899, loss_mpn: 0.032392, loss_rec: 0.025240, loss_semantic: 0.391752, loss_idmrf: 3.894965, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:31:11,392 - INFO - [Train] step: 114999, loss_mpn: 0.082579, loss_rec: 0.051557, loss_semantic: 0.659476, loss_idmrf: 10.254064, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:31:51,696 - INFO - [Eval] step: 114999, bce: 0.102910, psnr: 25.177002, ssim: 0.827511, lpips: 0.166789
+2023-03-22 03:32:26,527 - INFO - [Train] step: 115099, loss_mpn: 0.023307, loss_rec: 0.055359, loss_semantic: 0.719298, loss_idmrf: 9.088171, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:32:58,744 - INFO - [Train] step: 115199, loss_mpn: 0.038482, loss_rec: 0.082291, loss_semantic: 0.935448, loss_idmrf: 11.366121, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:33:30,986 - INFO - [Train] step: 115299, loss_mpn: 0.027400, loss_rec: 0.056498, loss_semantic: 0.665026, loss_idmrf: 5.829906, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:34:03,201 - INFO - [Train] step: 115399, loss_mpn: 0.037326, loss_rec: 0.060636, loss_semantic: 0.656526, loss_idmrf: 6.718814, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:34:35,485 - INFO - [Train] step: 115499, loss_mpn: 0.102122, loss_rec: 0.077984, loss_semantic: 0.734927, loss_idmrf: 11.300759, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:35:07,877 - INFO - [Train] step: 115599, loss_mpn: 0.045261, loss_rec: 0.051149, loss_semantic: 0.630319, loss_idmrf: 5.225873, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:35:40,146 - INFO - [Train] step: 115699, loss_mpn: 0.059493, loss_rec: 0.105306, loss_semantic: 1.046870, loss_idmrf: 10.804274, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:36:12,410 - INFO - [Train] step: 115799, loss_mpn: 0.020664, loss_rec: 0.055646, loss_semantic: 0.622268, loss_idmrf: 7.699132, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:36:44,572 - INFO - [Train] step: 115899, loss_mpn: 0.051050, loss_rec: 0.071649, loss_semantic: 0.850025, loss_idmrf: 8.153300, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:37:16,836 - INFO - [Train] step: 115999, loss_mpn: 0.053404, loss_rec: 0.066463, loss_semantic: 0.776602, loss_idmrf: 10.729898, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:37:57,163 - INFO - [Eval] step: 115999, bce: 0.099255, psnr: 25.164928, ssim: 0.825796, lpips: 0.167685
+2023-03-22 03:38:31,935 - INFO - [Train] step: 116099, loss_mpn: 0.027066, loss_rec: 0.076558, loss_semantic: 0.782463, loss_idmrf: 9.063456, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:39:04,008 - INFO - [Train] step: 116199, loss_mpn: 0.065468, loss_rec: 0.059886, loss_semantic: 0.717399, loss_idmrf: 6.905440, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:39:36,301 - INFO - [Train] step: 116299, loss_mpn: 0.059947, loss_rec: 0.073673, loss_semantic: 0.707765, loss_idmrf: 6.299443, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:40:08,498 - INFO - [Train] step: 116399, loss_mpn: 0.035676, loss_rec: 0.108666, loss_semantic: 0.797877, loss_idmrf: 8.268080, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:40:40,712 - INFO - [Train] step: 116499, loss_mpn: 0.039606, loss_rec: 0.050758, loss_semantic: 0.647062, loss_idmrf: 9.092043, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:41:13,424 - INFO - [Train] step: 116599, loss_mpn: 0.043931, loss_rec: 0.037586, loss_semantic: 0.482955, loss_idmrf: 4.204645, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:41:45,659 - INFO - [Train] step: 116699, loss_mpn: 0.053822, loss_rec: 0.087553, loss_semantic: 0.713348, loss_idmrf: 8.477518, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:42:17,812 - INFO - [Train] step: 116799, loss_mpn: 0.031403, loss_rec: 0.068790, loss_semantic: 0.822045, loss_idmrf: 11.110050, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:42:49,936 - INFO - [Train] step: 116899, loss_mpn: 0.037757, loss_rec: 0.073718, loss_semantic: 0.893058, loss_idmrf: 9.843466, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:43:22,130 - INFO - [Train] step: 116999, loss_mpn: 0.018742, loss_rec: 0.055104, loss_semantic: 0.603790, loss_idmrf: 5.150925, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:44:02,494 - INFO - [Eval] step: 116999, bce: 0.095665, psnr: 24.957151, ssim: 0.827269, lpips: 0.165590
+2023-03-22 03:44:37,101 - INFO - [Train] step: 117099, loss_mpn: 0.028758, loss_rec: 0.038723, loss_semantic: 0.531686, loss_idmrf: 7.867789, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:45:09,209 - INFO - [Train] step: 117199, loss_mpn: 0.036773, loss_rec: 0.093720, loss_semantic: 0.972368, loss_idmrf: 11.316146, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:45:41,267 - INFO - [Train] step: 117299, loss_mpn: 0.033370, loss_rec: 0.088326, loss_semantic: 0.875274, loss_idmrf: 7.143364, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:46:13,422 - INFO - [Train] step: 117399, loss_mpn: 0.031094, loss_rec: 0.079327, loss_semantic: 0.749437, loss_idmrf: 10.047467, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:46:45,746 - INFO - [Train] step: 117499, loss_mpn: 0.045093, loss_rec: 0.098571, loss_semantic: 0.741598, loss_idmrf: 11.815793, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:47:18,102 - INFO - [Train] step: 117599, loss_mpn: 0.040213, loss_rec: 0.048240, loss_semantic: 0.585676, loss_idmrf: 5.602202, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:47:50,427 - INFO - [Train] step: 117699, loss_mpn: 0.029216, loss_rec: 0.053064, loss_semantic: 0.549980, loss_idmrf: 7.861418, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:48:22,599 - INFO - [Train] step: 117799, loss_mpn: 0.019641, loss_rec: 0.042942, loss_semantic: 0.490361, loss_idmrf: 8.926228, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:48:54,841 - INFO - [Train] step: 117899, loss_mpn: 0.084220, loss_rec: 0.084035, loss_semantic: 0.790200, loss_idmrf: 7.834628, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:49:27,061 - INFO - [Train] step: 117999, loss_mpn: 0.055414, loss_rec: 0.069597, loss_semantic: 0.716187, loss_idmrf: 6.802888, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:50:07,383 - INFO - [Eval] step: 117999, bce: 0.101350, psnr: 25.170813, ssim: 0.825624, lpips: 0.170318
+2023-03-22 03:50:42,134 - INFO - [Train] step: 118099, loss_mpn: 0.022259, loss_rec: 0.060740, loss_semantic: 0.776838, loss_idmrf: 6.113750, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:51:14,368 - INFO - [Train] step: 118199, loss_mpn: 0.033882, loss_rec: 0.090249, loss_semantic: 0.909168, loss_idmrf: 9.364511, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:51:46,637 - INFO - [Train] step: 118299, loss_mpn: 0.037067, loss_rec: 0.046848, loss_semantic: 0.588962, loss_idmrf: 4.656137, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:52:18,817 - INFO - [Train] step: 118399, loss_mpn: 0.058382, loss_rec: 0.064371, loss_semantic: 0.715638, loss_idmrf: 6.590918, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:52:50,994 - INFO - [Train] step: 118499, loss_mpn: 0.053824, loss_rec: 0.074481, loss_semantic: 0.805345, loss_idmrf: 7.804290, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:53:23,377 - INFO - [Train] step: 118599, loss_mpn: 0.017384, loss_rec: 0.060112, loss_semantic: 0.786101, loss_idmrf: 11.565308, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:53:56,035 - INFO - [Train] step: 118699, loss_mpn: 0.033631, loss_rec: 0.070950, loss_semantic: 0.820817, loss_idmrf: 5.895740, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:54:28,235 - INFO - [Train] step: 118799, loss_mpn: 0.022239, loss_rec: 0.065652, loss_semantic: 0.760062, loss_idmrf: 9.090725, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:55:00,386 - INFO - [Train] step: 118899, loss_mpn: 0.016113, loss_rec: 0.048962, loss_semantic: 0.612615, loss_idmrf: 6.592798, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:55:32,578 - INFO - [Train] step: 118999, loss_mpn: 0.030870, loss_rec: 0.069908, loss_semantic: 0.814901, loss_idmrf: 9.989333, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:56:12,885 - INFO - [Eval] step: 118999, bce: 0.095039, psnr: 25.162851, ssim: 0.828154, lpips: 0.170010
+2023-03-22 03:56:47,466 - INFO - [Train] step: 119099, loss_mpn: 0.014151, loss_rec: 0.066187, loss_semantic: 0.807125, loss_idmrf: 6.626543, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:57:19,740 - INFO - [Train] step: 119199, loss_mpn: 0.023767, loss_rec: 0.045232, loss_semantic: 0.632941, loss_idmrf: 9.504268, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:57:52,016 - INFO - [Train] step: 119299, loss_mpn: 0.050361, loss_rec: 0.093933, loss_semantic: 0.979098, loss_idmrf: 17.814207, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:58:24,260 - INFO - [Train] step: 119399, loss_mpn: 0.052783, loss_rec: 0.051334, loss_semantic: 0.582156, loss_idmrf: 8.492544, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:58:56,473 - INFO - [Train] step: 119499, loss_mpn: 0.037197, loss_rec: 0.093336, loss_semantic: 1.025575, loss_idmrf: 15.418613, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 03:59:28,677 - INFO - [Train] step: 119599, loss_mpn: 0.017377, loss_rec: 0.040899, loss_semantic: 0.588502, loss_idmrf: 5.352055, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:00:01,182 - INFO - [Train] step: 119699, loss_mpn: 0.032878, loss_rec: 0.042961, loss_semantic: 0.589445, loss_idmrf: 7.496980, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:00:33,451 - INFO - [Train] step: 119799, loss_mpn: 0.030096, loss_rec: 0.048937, loss_semantic: 0.631638, loss_idmrf: 6.907390, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:01:05,759 - INFO - [Train] step: 119899, loss_mpn: 0.042888, loss_rec: 0.046067, loss_semantic: 0.532844, loss_idmrf: 5.819274, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:01:37,938 - INFO - [Train] step: 119999, loss_mpn: 0.030535, loss_rec: 0.063158, loss_semantic: 0.719983, loss_idmrf: 10.284274, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:02:18,334 - INFO - [Eval] step: 119999, bce: 0.112506, psnr: 25.032288, ssim: 0.823896, lpips: 0.169483
+2023-03-22 04:02:53,015 - INFO - [Train] step: 120099, loss_mpn: 0.041194, loss_rec: 0.047878, loss_semantic: 0.661082, loss_idmrf: 8.170851, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:03:25,117 - INFO - [Train] step: 120199, loss_mpn: 0.023846, loss_rec: 0.116806, loss_semantic: 0.969213, loss_idmrf: 8.070899, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:03:57,324 - INFO - [Train] step: 120299, loss_mpn: 0.073420, loss_rec: 0.036467, loss_semantic: 0.503504, loss_idmrf: 3.955179, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:04:29,603 - INFO - [Train] step: 120399, loss_mpn: 0.022352, loss_rec: 0.049933, loss_semantic: 0.734100, loss_idmrf: 10.002097, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:05:01,836 - INFO - [Train] step: 120499, loss_mpn: 0.024002, loss_rec: 0.045120, loss_semantic: 0.616090, loss_idmrf: 11.462456, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:05:34,045 - INFO - [Train] step: 120599, loss_mpn: 0.022648, loss_rec: 0.061200, loss_semantic: 0.610987, loss_idmrf: 7.536613, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:06:06,747 - INFO - [Train] step: 120699, loss_mpn: 0.025871, loss_rec: 0.072381, loss_semantic: 0.820017, loss_idmrf: 11.126913, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:06:39,256 - INFO - [Train] step: 120799, loss_mpn: 0.030301, loss_rec: 0.093540, loss_semantic: 1.053144, loss_idmrf: 11.184640, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:07:11,513 - INFO - [Train] step: 120899, loss_mpn: 0.023862, loss_rec: 0.068706, loss_semantic: 0.779107, loss_idmrf: 5.985832, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:07:43,808 - INFO - [Train] step: 120999, loss_mpn: 0.022555, loss_rec: 0.056114, loss_semantic: 0.739428, loss_idmrf: 9.996994, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:08:24,199 - INFO - [Eval] step: 120999, bce: 0.096631, psnr: 25.098413, ssim: 0.828583, lpips: 0.169111
+2023-03-22 04:08:58,786 - INFO - [Train] step: 121099, loss_mpn: 0.042405, loss_rec: 0.068090, loss_semantic: 0.715133, loss_idmrf: 7.158330, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:09:30,940 - INFO - [Train] step: 121199, loss_mpn: 0.079534, loss_rec: 0.101724, loss_semantic: 0.940759, loss_idmrf: 8.815161, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:10:03,280 - INFO - [Train] step: 121299, loss_mpn: 0.082804, loss_rec: 0.050089, loss_semantic: 0.569905, loss_idmrf: 9.122398, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:10:35,491 - INFO - [Train] step: 121399, loss_mpn: 0.031198, loss_rec: 0.088360, loss_semantic: 0.956243, loss_idmrf: 9.616440, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:11:07,811 - INFO - [Train] step: 121499, loss_mpn: 0.045314, loss_rec: 0.067470, loss_semantic: 0.821161, loss_idmrf: 10.291031, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:11:40,012 - INFO - [Train] step: 121599, loss_mpn: 0.041667, loss_rec: 0.096819, loss_semantic: 0.910995, loss_idmrf: 13.080063, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:12:12,436 - INFO - [Train] step: 121699, loss_mpn: 0.064509, loss_rec: 0.056688, loss_semantic: 0.651322, loss_idmrf: 7.368626, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:12:44,768 - INFO - [Train] step: 121799, loss_mpn: 0.072479, loss_rec: 0.049684, loss_semantic: 0.593075, loss_idmrf: 7.196728, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:13:17,062 - INFO - [Train] step: 121899, loss_mpn: 0.046718, loss_rec: 0.071001, loss_semantic: 0.760718, loss_idmrf: 9.890835, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:13:49,283 - INFO - [Train] step: 121999, loss_mpn: 0.043144, loss_rec: 0.066364, loss_semantic: 0.770049, loss_idmrf: 7.091720, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:14:29,465 - INFO - [Eval] step: 121999, bce: 0.099084, psnr: 25.128349, ssim: 0.828545, lpips: 0.167176
+2023-03-22 04:15:04,149 - INFO - [Train] step: 122099, loss_mpn: 0.074175, loss_rec: 0.064755, loss_semantic: 0.734758, loss_idmrf: 8.169617, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:15:36,262 - INFO - [Train] step: 122199, loss_mpn: 0.056224, loss_rec: 0.081245, loss_semantic: 0.812010, loss_idmrf: 8.983974, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:16:08,518 - INFO - [Train] step: 122299, loss_mpn: 0.024969, loss_rec: 0.074681, loss_semantic: 0.811465, loss_idmrf: 7.611455, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:16:40,719 - INFO - [Train] step: 122399, loss_mpn: 0.020547, loss_rec: 0.044925, loss_semantic: 0.610657, loss_idmrf: 6.056611, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:17:12,895 - INFO - [Train] step: 122499, loss_mpn: 0.059107, loss_rec: 0.060744, loss_semantic: 0.777310, loss_idmrf: 9.013920, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:17:45,070 - INFO - [Train] step: 122599, loss_mpn: 0.046181, loss_rec: 0.065649, loss_semantic: 0.708713, loss_idmrf: 10.391854, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:18:17,305 - INFO - [Train] step: 122699, loss_mpn: 0.020530, loss_rec: 0.096576, loss_semantic: 0.852965, loss_idmrf: 9.840229, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:18:50,020 - INFO - [Train] step: 122799, loss_mpn: 0.047702, loss_rec: 0.052354, loss_semantic: 0.721171, loss_idmrf: 6.547267, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:19:22,237 - INFO - [Train] step: 122899, loss_mpn: 0.031883, loss_rec: 0.054111, loss_semantic: 0.654242, loss_idmrf: 10.833873, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:19:54,410 - INFO - [Train] step: 122999, loss_mpn: 0.033885, loss_rec: 0.069898, loss_semantic: 0.888957, loss_idmrf: 7.134102, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:20:34,686 - INFO - [Eval] step: 122999, bce: 0.106371, psnr: 25.133234, ssim: 0.828842, lpips: 0.168739
+2023-03-22 04:21:09,359 - INFO - [Train] step: 123099, loss_mpn: 0.059407, loss_rec: 0.051855, loss_semantic: 0.705567, loss_idmrf: 8.379484, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:21:41,497 - INFO - [Train] step: 123199, loss_mpn: 0.028160, loss_rec: 0.045808, loss_semantic: 0.572113, loss_idmrf: 8.113960, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:22:13,649 - INFO - [Train] step: 123299, loss_mpn: 0.020347, loss_rec: 0.063566, loss_semantic: 0.728412, loss_idmrf: 4.814859, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:22:45,837 - INFO - [Train] step: 123399, loss_mpn: 0.044893, loss_rec: 0.087383, loss_semantic: 0.912642, loss_idmrf: 9.713658, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:23:18,003 - INFO - [Train] step: 123499, loss_mpn: 0.059330, loss_rec: 0.056509, loss_semantic: 0.669129, loss_idmrf: 9.057743, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:23:50,160 - INFO - [Train] step: 123599, loss_mpn: 0.053764, loss_rec: 0.083049, loss_semantic: 0.907550, loss_idmrf: 11.071293, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:24:22,331 - INFO - [Train] step: 123699, loss_mpn: 0.024403, loss_rec: 0.065036, loss_semantic: 0.745521, loss_idmrf: 5.922254, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:24:55,007 - INFO - [Train] step: 123799, loss_mpn: 0.031914, loss_rec: 0.047455, loss_semantic: 0.645135, loss_idmrf: 9.553146, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:25:27,312 - INFO - [Train] step: 123899, loss_mpn: 0.038124, loss_rec: 0.053213, loss_semantic: 0.721667, loss_idmrf: 6.061630, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:25:59,491 - INFO - [Train] step: 123999, loss_mpn: 0.051077, loss_rec: 0.060151, loss_semantic: 0.639133, loss_idmrf: 10.917318, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:26:39,719 - INFO - [Eval] step: 123999, bce: 0.107698, psnr: 25.121742, ssim: 0.829373, lpips: 0.167590
+2023-03-22 04:27:14,301 - INFO - [Train] step: 124099, loss_mpn: 0.025165, loss_rec: 0.040524, loss_semantic: 0.582793, loss_idmrf: 7.406274, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:27:46,487 - INFO - [Train] step: 124199, loss_mpn: 0.041193, loss_rec: 0.032827, loss_semantic: 0.520287, loss_idmrf: 5.413363, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:28:18,616 - INFO - [Train] step: 124299, loss_mpn: 0.084530, loss_rec: 0.094905, loss_semantic: 0.998966, loss_idmrf: 12.497254, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:28:50,839 - INFO - [Train] step: 124399, loss_mpn: 0.019850, loss_rec: 0.051160, loss_semantic: 0.643622, loss_idmrf: 5.949890, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:29:23,096 - INFO - [Train] step: 124499, loss_mpn: 0.062388, loss_rec: 0.078387, loss_semantic: 1.031528, loss_idmrf: 10.926790, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:29:55,273 - INFO - [Train] step: 124599, loss_mpn: 0.024797, loss_rec: 0.049499, loss_semantic: 0.528727, loss_idmrf: 3.882683, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:30:27,422 - INFO - [Train] step: 124699, loss_mpn: 0.026210, loss_rec: 0.041305, loss_semantic: 0.569926, loss_idmrf: 7.166194, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:30:59,976 - INFO - [Train] step: 124799, loss_mpn: 0.026554, loss_rec: 0.030086, loss_semantic: 0.486050, loss_idmrf: 4.928793, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:31:32,501 - INFO - [Train] step: 124899, loss_mpn: 0.024445, loss_rec: 0.043305, loss_semantic: 0.536947, loss_idmrf: 6.350337, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:32:04,670 - INFO - [Train] step: 124999, loss_mpn: 0.036055, loss_rec: 0.053376, loss_semantic: 0.732718, loss_idmrf: 6.971284, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:32:45,008 - INFO - [Eval] step: 124999, bce: 0.096872, psnr: 24.914473, ssim: 0.827577, lpips: 0.174644
+2023-03-22 04:33:19,650 - INFO - [Train] step: 125099, loss_mpn: 0.042423, loss_rec: 0.077146, loss_semantic: 0.832839, loss_idmrf: 8.281122, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:33:51,775 - INFO - [Train] step: 125199, loss_mpn: 0.024298, loss_rec: 0.043909, loss_semantic: 0.619608, loss_idmrf: 5.058269, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:34:24,002 - INFO - [Train] step: 125299, loss_mpn: 0.074765, loss_rec: 0.096742, loss_semantic: 0.899088, loss_idmrf: 12.103970, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:34:56,184 - INFO - [Train] step: 125399, loss_mpn: 0.036641, loss_rec: 0.091389, loss_semantic: 1.014224, loss_idmrf: 10.266581, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:35:28,367 - INFO - [Train] step: 125499, loss_mpn: 0.085246, loss_rec: 0.068573, loss_semantic: 0.754098, loss_idmrf: 9.056339, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:36:00,581 - INFO - [Train] step: 125599, loss_mpn: 0.028733, loss_rec: 0.071213, loss_semantic: 0.736875, loss_idmrf: 6.591343, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:36:32,831 - INFO - [Train] step: 125699, loss_mpn: 0.038648, loss_rec: 0.083535, loss_semantic: 0.910192, loss_idmrf: 10.957945, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:37:05,035 - INFO - [Train] step: 125799, loss_mpn: 0.037295, loss_rec: 0.106718, loss_semantic: 1.048001, loss_idmrf: 12.550547, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:37:37,345 - INFO - [Train] step: 125899, loss_mpn: 0.034313, loss_rec: 0.032394, loss_semantic: 0.551551, loss_idmrf: 6.202084, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:38:09,521 - INFO - [Train] step: 125999, loss_mpn: 0.047910, loss_rec: 0.064513, loss_semantic: 0.768606, loss_idmrf: 10.998951, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:38:49,756 - INFO - [Eval] step: 125999, bce: 0.093521, psnr: 25.082335, ssim: 0.827273, lpips: 0.168914
+2023-03-22 04:39:24,535 - INFO - [Train] step: 126099, loss_mpn: 0.059709, loss_rec: 0.072973, loss_semantic: 0.867131, loss_idmrf: 6.603533, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:39:56,676 - INFO - [Train] step: 126199, loss_mpn: 0.038095, loss_rec: 0.085337, loss_semantic: 0.762282, loss_idmrf: 10.352461, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:40:28,859 - INFO - [Train] step: 126299, loss_mpn: 0.020129, loss_rec: 0.038036, loss_semantic: 0.514112, loss_idmrf: 7.312686, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:41:01,091 - INFO - [Train] step: 126399, loss_mpn: 0.039057, loss_rec: 0.066569, loss_semantic: 0.791540, loss_idmrf: 10.334311, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:41:33,305 - INFO - [Train] step: 126499, loss_mpn: 0.022979, loss_rec: 0.034802, loss_semantic: 0.464640, loss_idmrf: 3.094279, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:42:05,537 - INFO - [Train] step: 126599, loss_mpn: 0.027320, loss_rec: 0.078194, loss_semantic: 0.636588, loss_idmrf: 7.973774, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:42:37,822 - INFO - [Train] step: 126699, loss_mpn: 0.036498, loss_rec: 0.065589, loss_semantic: 0.773658, loss_idmrf: 7.588875, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:43:10,045 - INFO - [Train] step: 126799, loss_mpn: 0.027503, loss_rec: 0.050971, loss_semantic: 0.615200, loss_idmrf: 5.641804, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:43:42,514 - INFO - [Train] step: 126899, loss_mpn: 0.042726, loss_rec: 0.043373, loss_semantic: 0.549114, loss_idmrf: 6.275044, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:44:14,789 - INFO - [Train] step: 126999, loss_mpn: 0.019474, loss_rec: 0.047700, loss_semantic: 0.582852, loss_idmrf: 6.041362, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:44:54,920 - INFO - [Eval] step: 126999, bce: 0.101420, psnr: 25.263186, ssim: 0.828968, lpips: 0.166546
+2023-03-22 04:45:29,593 - INFO - [Train] step: 127099, loss_mpn: 0.033394, loss_rec: 0.056326, loss_semantic: 0.702622, loss_idmrf: 10.823853, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:46:01,725 - INFO - [Train] step: 127199, loss_mpn: 0.019370, loss_rec: 0.056647, loss_semantic: 0.649846, loss_idmrf: 6.888895, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:46:33,952 - INFO - [Train] step: 127299, loss_mpn: 0.044550, loss_rec: 0.046066, loss_semantic: 0.639880, loss_idmrf: 10.637882, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:47:06,161 - INFO - [Train] step: 127399, loss_mpn: 0.029105, loss_rec: 0.101211, loss_semantic: 0.963178, loss_idmrf: 11.300061, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:47:38,385 - INFO - [Train] step: 127499, loss_mpn: 0.041978, loss_rec: 0.061874, loss_semantic: 0.674535, loss_idmrf: 7.021072, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:48:10,605 - INFO - [Train] step: 127599, loss_mpn: 0.030823, loss_rec: 0.081175, loss_semantic: 0.898408, loss_idmrf: 11.114674, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:48:42,801 - INFO - [Train] step: 127699, loss_mpn: 0.028283, loss_rec: 0.060651, loss_semantic: 0.685300, loss_idmrf: 7.429381, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:49:15,078 - INFO - [Train] step: 127799, loss_mpn: 0.034868, loss_rec: 0.082428, loss_semantic: 0.811502, loss_idmrf: 8.695144, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:49:47,440 - INFO - [Train] step: 127899, loss_mpn: 0.028694, loss_rec: 0.042693, loss_semantic: 0.645899, loss_idmrf: 6.654723, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:50:19,807 - INFO - [Train] step: 127999, loss_mpn: 0.021623, loss_rec: 0.072645, loss_semantic: 0.833305, loss_idmrf: 8.763390, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:50:59,918 - INFO - [Eval] step: 127999, bce: 0.098271, psnr: 25.155104, ssim: 0.829432, lpips: 0.167250
+2023-03-22 04:51:34,422 - INFO - [Train] step: 128099, loss_mpn: 0.019721, loss_rec: 0.075031, loss_semantic: 0.801192, loss_idmrf: 8.688585, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:52:06,590 - INFO - [Train] step: 128199, loss_mpn: 0.029653, loss_rec: 0.033512, loss_semantic: 0.507771, loss_idmrf: 5.434940, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:52:38,772 - INFO - [Train] step: 128299, loss_mpn: 0.035874, loss_rec: 0.059992, loss_semantic: 0.655053, loss_idmrf: 7.673120, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:53:10,930 - INFO - [Train] step: 128399, loss_mpn: 0.027070, loss_rec: 0.060159, loss_semantic: 0.668870, loss_idmrf: 7.296547, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:53:43,070 - INFO - [Train] step: 128499, loss_mpn: 0.055415, loss_rec: 0.065329, loss_semantic: 0.723816, loss_idmrf: 8.446669, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:54:15,291 - INFO - [Train] step: 128599, loss_mpn: 0.032542, loss_rec: 0.049754, loss_semantic: 0.584986, loss_idmrf: 4.776433, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:54:47,435 - INFO - [Train] step: 128699, loss_mpn: 0.032256, loss_rec: 0.063694, loss_semantic: 0.603697, loss_idmrf: 6.596204, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:55:19,612 - INFO - [Train] step: 128799, loss_mpn: 0.100767, loss_rec: 0.054093, loss_semantic: 0.678400, loss_idmrf: 7.303483, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:55:51,961 - INFO - [Train] step: 128899, loss_mpn: 0.037809, loss_rec: 0.072837, loss_semantic: 0.804615, loss_idmrf: 5.903172, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:56:24,327 - INFO - [Train] step: 128999, loss_mpn: 0.025452, loss_rec: 0.073594, loss_semantic: 0.688183, loss_idmrf: 7.014259, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:57:05,081 - INFO - [Eval] step: 128999, bce: 0.095802, psnr: 25.250961, ssim: 0.830533, lpips: 0.166913
+2023-03-22 04:57:39,689 - INFO - [Train] step: 129099, loss_mpn: 0.035500, loss_rec: 0.056250, loss_semantic: 0.650787, loss_idmrf: 6.331503, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:58:11,861 - INFO - [Train] step: 129199, loss_mpn: 0.026531, loss_rec: 0.129860, loss_semantic: 1.133075, loss_idmrf: 11.035536, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:58:44,144 - INFO - [Train] step: 129299, loss_mpn: 0.043695, loss_rec: 0.068814, loss_semantic: 0.785899, loss_idmrf: 12.060085, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:59:16,399 - INFO - [Train] step: 129399, loss_mpn: 0.043085, loss_rec: 0.050575, loss_semantic: 0.717829, loss_idmrf: 7.917935, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 04:59:48,598 - INFO - [Train] step: 129499, loss_mpn: 0.052326, loss_rec: 0.061933, loss_semantic: 0.701343, loss_idmrf: 9.304531, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:00:20,865 - INFO - [Train] step: 129599, loss_mpn: 0.017869, loss_rec: 0.061791, loss_semantic: 0.693329, loss_idmrf: 7.309655, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:00:53,133 - INFO - [Train] step: 129699, loss_mpn: 0.022562, loss_rec: 0.062306, loss_semantic: 0.671726, loss_idmrf: 5.298509, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:01:25,424 - INFO - [Train] step: 129799, loss_mpn: 0.037009, loss_rec: 0.076733, loss_semantic: 0.836616, loss_idmrf: 10.144178, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:01:57,742 - INFO - [Train] step: 129899, loss_mpn: 0.015577, loss_rec: 0.099772, loss_semantic: 1.033755, loss_idmrf: 10.755688, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:02:30,018 - INFO - [Train] step: 129999, loss_mpn: 0.053360, loss_rec: 0.052375, loss_semantic: 0.637519, loss_idmrf: 5.792689, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:03:10,548 - INFO - [Eval] step: 129999, bce: 0.099237, psnr: 25.116798, ssim: 0.829958, lpips: 0.165930
+2023-03-22 05:03:45,486 - INFO - [Train] step: 130099, loss_mpn: 0.040472, loss_rec: 0.074551, loss_semantic: 0.795031, loss_idmrf: 8.202518, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:04:17,691 - INFO - [Train] step: 130199, loss_mpn: 0.031892, loss_rec: 0.085912, loss_semantic: 0.814625, loss_idmrf: 10.278549, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:04:49,881 - INFO - [Train] step: 130299, loss_mpn: 0.061406, loss_rec: 0.080178, loss_semantic: 0.837250, loss_idmrf: 9.574177, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:05:22,123 - INFO - [Train] step: 130399, loss_mpn: 0.033286, loss_rec: 0.044604, loss_semantic: 0.497098, loss_idmrf: 2.810075, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:05:54,319 - INFO - [Train] step: 130499, loss_mpn: 0.036356, loss_rec: 0.054204, loss_semantic: 0.690682, loss_idmrf: 5.730941, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:06:26,578 - INFO - [Train] step: 130599, loss_mpn: 0.020675, loss_rec: 0.077309, loss_semantic: 0.719221, loss_idmrf: 8.639561, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:06:58,832 - INFO - [Train] step: 130699, loss_mpn: 0.056193, loss_rec: 0.052969, loss_semantic: 0.573485, loss_idmrf: 6.761068, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:07:31,012 - INFO - [Train] step: 130799, loss_mpn: 0.044091, loss_rec: 0.052619, loss_semantic: 0.724270, loss_idmrf: 9.971405, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:08:03,191 - INFO - [Train] step: 130899, loss_mpn: 0.042983, loss_rec: 0.056987, loss_semantic: 0.770277, loss_idmrf: 8.574436, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:08:35,564 - INFO - [Train] step: 130999, loss_mpn: 0.027761, loss_rec: 0.051101, loss_semantic: 0.627997, loss_idmrf: 4.970985, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:09:16,127 - INFO - [Eval] step: 130999, bce: 0.105747, psnr: 25.191900, ssim: 0.829181, lpips: 0.167021
+2023-03-22 05:09:50,828 - INFO - [Train] step: 131099, loss_mpn: 0.040449, loss_rec: 0.048330, loss_semantic: 0.580092, loss_idmrf: 4.473639, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:10:23,045 - INFO - [Train] step: 131199, loss_mpn: 0.071497, loss_rec: 0.080980, loss_semantic: 0.874852, loss_idmrf: 12.469628, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:10:55,315 - INFO - [Train] step: 131299, loss_mpn: 0.031024, loss_rec: 0.073863, loss_semantic: 0.748232, loss_idmrf: 10.660633, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:11:27,526 - INFO - [Train] step: 131399, loss_mpn: 0.030129, loss_rec: 0.091628, loss_semantic: 0.892516, loss_idmrf: 9.947937, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:11:59,873 - INFO - [Train] step: 131499, loss_mpn: 0.060453, loss_rec: 0.070044, loss_semantic: 0.820406, loss_idmrf: 6.581602, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:12:32,109 - INFO - [Train] step: 131599, loss_mpn: 0.043605, loss_rec: 0.068481, loss_semantic: 0.745742, loss_idmrf: 7.950581, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:13:04,293 - INFO - [Train] step: 131699, loss_mpn: 0.028605, loss_rec: 0.031647, loss_semantic: 0.454887, loss_idmrf: 5.625602, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:13:36,576 - INFO - [Train] step: 131799, loss_mpn: 0.029624, loss_rec: 0.050357, loss_semantic: 0.697404, loss_idmrf: 7.779412, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:14:08,813 - INFO - [Train] step: 131899, loss_mpn: 0.024904, loss_rec: 0.043763, loss_semantic: 0.517528, loss_idmrf: 4.072971, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:14:41,185 - INFO - [Train] step: 131999, loss_mpn: 0.040944, loss_rec: 0.070653, loss_semantic: 0.863224, loss_idmrf: 8.385629, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:15:21,932 - INFO - [Eval] step: 131999, bce: 0.122379, psnr: 25.186609, ssim: 0.829069, lpips: 0.169045
+2023-03-22 05:15:56,562 - INFO - [Train] step: 132099, loss_mpn: 0.069682, loss_rec: 0.063500, loss_semantic: 0.744592, loss_idmrf: 10.480744, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:16:28,697 - INFO - [Train] step: 132199, loss_mpn: 0.032316, loss_rec: 0.037328, loss_semantic: 0.490992, loss_idmrf: 6.993753, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:17:00,858 - INFO - [Train] step: 132299, loss_mpn: 0.019121, loss_rec: 0.061266, loss_semantic: 0.596995, loss_idmrf: 6.231884, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:17:33,030 - INFO - [Train] step: 132399, loss_mpn: 0.027684, loss_rec: 0.052506, loss_semantic: 0.661809, loss_idmrf: 4.455374, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:18:05,233 - INFO - [Train] step: 132499, loss_mpn: 0.029078, loss_rec: 0.044004, loss_semantic: 0.533242, loss_idmrf: 5.889036, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:18:37,398 - INFO - [Train] step: 132599, loss_mpn: 0.028422, loss_rec: 0.048273, loss_semantic: 0.610721, loss_idmrf: 9.659584, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:19:09,497 - INFO - [Train] step: 132699, loss_mpn: 0.038314, loss_rec: 0.078207, loss_semantic: 0.874232, loss_idmrf: 13.581968, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:19:41,640 - INFO - [Train] step: 132799, loss_mpn: 0.017610, loss_rec: 0.060201, loss_semantic: 0.585256, loss_idmrf: 7.438042, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:20:13,848 - INFO - [Train] step: 132899, loss_mpn: 0.024814, loss_rec: 0.065145, loss_semantic: 0.725016, loss_idmrf: 7.490062, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:20:45,983 - INFO - [Train] step: 132999, loss_mpn: 0.045492, loss_rec: 0.043885, loss_semantic: 0.615692, loss_idmrf: 7.201139, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:21:26,616 - INFO - [Eval] step: 132999, bce: 0.103168, psnr: 25.261992, ssim: 0.831399, lpips: 0.164887
+2023-03-22 05:22:01,172 - INFO - [Train] step: 133099, loss_mpn: 0.033842, loss_rec: 0.072741, loss_semantic: 0.765699, loss_idmrf: 9.754683, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:22:33,350 - INFO - [Train] step: 133199, loss_mpn: 0.019725, loss_rec: 0.041585, loss_semantic: 0.545510, loss_idmrf: 3.173317, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:23:05,501 - INFO - [Train] step: 133299, loss_mpn: 0.057496, loss_rec: 0.062688, loss_semantic: 0.783323, loss_idmrf: 10.147564, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:23:37,628 - INFO - [Train] step: 133399, loss_mpn: 0.040693, loss_rec: 0.028772, loss_semantic: 0.563004, loss_idmrf: 8.277639, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:24:09,688 - INFO - [Train] step: 133499, loss_mpn: 0.030086, loss_rec: 0.066463, loss_semantic: 0.783396, loss_idmrf: 14.101023, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:24:41,863 - INFO - [Train] step: 133599, loss_mpn: 0.014535, loss_rec: 0.062741, loss_semantic: 0.614409, loss_idmrf: 10.235178, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:25:14,045 - INFO - [Train] step: 133699, loss_mpn: 0.042970, loss_rec: 0.075743, loss_semantic: 0.831139, loss_idmrf: 11.741381, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:25:46,230 - INFO - [Train] step: 133799, loss_mpn: 0.022630, loss_rec: 0.055337, loss_semantic: 0.635080, loss_idmrf: 5.385624, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:26:18,480 - INFO - [Train] step: 133899, loss_mpn: 0.055683, loss_rec: 0.059466, loss_semantic: 0.775057, loss_idmrf: 8.350173, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:26:50,652 - INFO - [Train] step: 133999, loss_mpn: 0.027353, loss_rec: 0.055328, loss_semantic: 0.645521, loss_idmrf: 5.910195, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:27:30,989 - INFO - [Eval] step: 133999, bce: 0.105100, psnr: 25.273430, ssim: 0.831341, lpips: 0.168733
+2023-03-22 05:28:05,612 - INFO - [Train] step: 134099, loss_mpn: 0.043716, loss_rec: 0.079805, loss_semantic: 0.862974, loss_idmrf: 7.149652, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:28:37,635 - INFO - [Train] step: 134199, loss_mpn: 0.026901, loss_rec: 0.044582, loss_semantic: 0.593861, loss_idmrf: 7.133199, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:29:09,735 - INFO - [Train] step: 134299, loss_mpn: 0.028026, loss_rec: 0.053935, loss_semantic: 0.632844, loss_idmrf: 6.954752, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:29:41,890 - INFO - [Train] step: 134399, loss_mpn: 0.047658, loss_rec: 0.051312, loss_semantic: 0.590299, loss_idmrf: 10.514296, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:30:13,963 - INFO - [Train] step: 134499, loss_mpn: 0.032042, loss_rec: 0.051804, loss_semantic: 0.690150, loss_idmrf: 6.640146, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:30:46,181 - INFO - [Train] step: 134599, loss_mpn: 0.027229, loss_rec: 0.074711, loss_semantic: 0.708131, loss_idmrf: 10.553097, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:31:18,219 - INFO - [Train] step: 134699, loss_mpn: 0.030899, loss_rec: 0.100539, loss_semantic: 0.886928, loss_idmrf: 9.347931, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:31:50,384 - INFO - [Train] step: 134799, loss_mpn: 0.023213, loss_rec: 0.025756, loss_semantic: 0.387198, loss_idmrf: 2.624783, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:32:22,482 - INFO - [Train] step: 134899, loss_mpn: 0.060817, loss_rec: 0.091043, loss_semantic: 0.777963, loss_idmrf: 8.181501, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:32:54,612 - INFO - [Train] step: 134999, loss_mpn: 0.018874, loss_rec: 0.052252, loss_semantic: 0.522402, loss_idmrf: 5.961592, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:33:36,746 - INFO - [Eval] step: 134999, bce: 0.092971, psnr: 25.213894, ssim: 0.830271, lpips: 0.163688
+2023-03-22 05:34:16,718 - INFO - [Train] step: 135099, loss_mpn: 0.017068, loss_rec: 0.050759, loss_semantic: 0.625655, loss_idmrf: 8.150661, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:35:03,776 - INFO - [Train] step: 135199, loss_mpn: 0.034592, loss_rec: 0.059886, loss_semantic: 0.730676, loss_idmrf: 7.342325, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:35:45,836 - INFO - [Train] step: 135299, loss_mpn: 0.037226, loss_rec: 0.063313, loss_semantic: 0.814778, loss_idmrf: 12.187298, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:36:28,289 - INFO - [Train] step: 135399, loss_mpn: 0.033362, loss_rec: 0.077310, loss_semantic: 0.858932, loss_idmrf: 7.323481, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:37:07,332 - INFO - [Train] step: 135499, loss_mpn: 0.050154, loss_rec: 0.055784, loss_semantic: 0.705090, loss_idmrf: 7.587927, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:37:41,965 - INFO - [Train] step: 135599, loss_mpn: 0.031703, loss_rec: 0.059963, loss_semantic: 0.714375, loss_idmrf: 8.324859, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:38:17,013 - INFO - [Train] step: 135699, loss_mpn: 0.060444, loss_rec: 0.085386, loss_semantic: 0.947877, loss_idmrf: 12.472309, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:38:51,196 - INFO - [Train] step: 135799, loss_mpn: 0.024655, loss_rec: 0.096719, loss_semantic: 0.901396, loss_idmrf: 10.020807, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:39:27,939 - INFO - [Train] step: 135899, loss_mpn: 0.017766, loss_rec: 0.046687, loss_semantic: 0.542729, loss_idmrf: 6.031111, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:40:02,364 - INFO - [Train] step: 135999, loss_mpn: 0.042999, loss_rec: 0.052077, loss_semantic: 0.577048, loss_idmrf: 8.558133, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:40:42,668 - INFO - [Eval] step: 135999, bce: 0.094640, psnr: 25.258186, ssim: 0.831223, lpips: 0.163442
+2023-03-22 05:41:17,236 - INFO - [Train] step: 136099, loss_mpn: 0.050565, loss_rec: 0.077454, loss_semantic: 0.789935, loss_idmrf: 7.851642, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:41:49,365 - INFO - [Train] step: 136199, loss_mpn: 0.210133, loss_rec: 0.080186, loss_semantic: 0.800785, loss_idmrf: 9.024564, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:42:23,612 - INFO - [Train] step: 136299, loss_mpn: 0.028278, loss_rec: 0.069238, loss_semantic: 0.721040, loss_idmrf: 7.721553, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:42:57,698 - INFO - [Train] step: 136399, loss_mpn: 0.029198, loss_rec: 0.045874, loss_semantic: 0.573616, loss_idmrf: 4.717995, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:43:31,283 - INFO - [Train] step: 136499, loss_mpn: 0.033543, loss_rec: 0.056296, loss_semantic: 0.754984, loss_idmrf: 12.025030, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:44:05,517 - INFO - [Train] step: 136599, loss_mpn: 0.035257, loss_rec: 0.049114, loss_semantic: 0.621592, loss_idmrf: 10.215631, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:44:42,610 - INFO - [Train] step: 136699, loss_mpn: 0.020391, loss_rec: 0.060541, loss_semantic: 0.669631, loss_idmrf: 5.840928, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:45:14,677 - INFO - [Train] step: 136799, loss_mpn: 0.048277, loss_rec: 0.048726, loss_semantic: 0.756683, loss_idmrf: 6.938105, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:45:48,295 - INFO - [Train] step: 136899, loss_mpn: 0.042344, loss_rec: 0.052370, loss_semantic: 0.732232, loss_idmrf: 9.335258, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:46:21,086 - INFO - [Train] step: 136999, loss_mpn: 0.041671, loss_rec: 0.088148, loss_semantic: 0.954938, loss_idmrf: 13.553902, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:47:01,572 - INFO - [Eval] step: 136999, bce: 0.088700, psnr: 25.376303, ssim: 0.831116, lpips: 0.165902
+2023-03-22 05:47:36,140 - INFO - [Train] step: 137099, loss_mpn: 0.056679, loss_rec: 0.049879, loss_semantic: 0.663963, loss_idmrf: 6.914640, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:48:08,291 - INFO - [Train] step: 137199, loss_mpn: 0.052217, loss_rec: 0.072772, loss_semantic: 0.807094, loss_idmrf: 8.432945, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:48:40,505 - INFO - [Train] step: 137299, loss_mpn: 0.013843, loss_rec: 0.053654, loss_semantic: 0.590191, loss_idmrf: 8.976887, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:49:15,669 - INFO - [Train] step: 137399, loss_mpn: 0.021729, loss_rec: 0.059278, loss_semantic: 0.755496, loss_idmrf: 9.615112, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:49:49,100 - INFO - [Train] step: 137499, loss_mpn: 0.027648, loss_rec: 0.066576, loss_semantic: 0.772615, loss_idmrf: 9.195720, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:50:21,205 - INFO - [Train] step: 137599, loss_mpn: 0.059726, loss_rec: 0.069171, loss_semantic: 0.712174, loss_idmrf: 9.294311, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:50:54,257 - INFO - [Train] step: 137699, loss_mpn: 0.043778, loss_rec: 0.070284, loss_semantic: 0.808492, loss_idmrf: 7.896020, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:51:26,465 - INFO - [Train] step: 137799, loss_mpn: 0.025965, loss_rec: 0.039522, loss_semantic: 0.501895, loss_idmrf: 6.466349, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:51:59,569 - INFO - [Train] step: 137899, loss_mpn: 0.021060, loss_rec: 0.052364, loss_semantic: 0.610700, loss_idmrf: 6.727781, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:52:31,762 - INFO - [Train] step: 137999, loss_mpn: 0.043979, loss_rec: 0.083607, loss_semantic: 0.869737, loss_idmrf: 9.880749, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:53:11,874 - INFO - [Eval] step: 137999, bce: 0.093515, psnr: 25.381948, ssim: 0.828665, lpips: 0.164307
+2023-03-22 05:53:46,323 - INFO - [Train] step: 138099, loss_mpn: 0.074297, loss_rec: 0.095619, loss_semantic: 1.057929, loss_idmrf: 9.368758, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:54:18,431 - INFO - [Train] step: 138199, loss_mpn: 0.054241, loss_rec: 0.043685, loss_semantic: 0.593746, loss_idmrf: 5.090237, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:54:50,614 - INFO - [Train] step: 138299, loss_mpn: 0.026187, loss_rec: 0.033585, loss_semantic: 0.553121, loss_idmrf: 6.172181, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:55:23,240 - INFO - [Train] step: 138399, loss_mpn: 0.054240, loss_rec: 0.089287, loss_semantic: 1.063315, loss_idmrf: 15.735517, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:55:55,688 - INFO - [Train] step: 138499, loss_mpn: 0.043307, loss_rec: 0.067567, loss_semantic: 0.755245, loss_idmrf: 8.371700, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:56:28,721 - INFO - [Train] step: 138599, loss_mpn: 0.039411, loss_rec: 0.099055, loss_semantic: 0.925400, loss_idmrf: 8.314260, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:57:01,554 - INFO - [Train] step: 138699, loss_mpn: 0.028978, loss_rec: 0.041340, loss_semantic: 0.531744, loss_idmrf: 5.641811, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:57:33,854 - INFO - [Train] step: 138799, loss_mpn: 0.025162, loss_rec: 0.119898, loss_semantic: 1.120322, loss_idmrf: 11.394785, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:58:06,167 - INFO - [Train] step: 138899, loss_mpn: 0.028387, loss_rec: 0.097250, loss_semantic: 0.888505, loss_idmrf: 7.835688, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:58:38,386 - INFO - [Train] step: 138999, loss_mpn: 0.046662, loss_rec: 0.050086, loss_semantic: 0.581031, loss_idmrf: 5.694698, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 05:59:18,712 - INFO - [Eval] step: 138999, bce: 0.115505, psnr: 25.105534, ssim: 0.829067, lpips: 0.165947
+2023-03-22 05:59:53,376 - INFO - [Train] step: 139099, loss_mpn: 0.023978, loss_rec: 0.075146, loss_semantic: 0.790651, loss_idmrf: 7.557155, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:00:25,538 - INFO - [Train] step: 139199, loss_mpn: 0.028475, loss_rec: 0.060237, loss_semantic: 0.680759, loss_idmrf: 6.694214, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:00:57,628 - INFO - [Train] step: 139299, loss_mpn: 0.058265, loss_rec: 0.081662, loss_semantic: 0.851833, loss_idmrf: 7.312750, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:01:29,792 - INFO - [Train] step: 139399, loss_mpn: 0.100344, loss_rec: 0.089051, loss_semantic: 0.848792, loss_idmrf: 12.073317, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:02:03,263 - INFO - [Train] step: 139499, loss_mpn: 0.024693, loss_rec: 0.044319, loss_semantic: 0.676576, loss_idmrf: 11.094678, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:02:35,359 - INFO - [Train] step: 139599, loss_mpn: 0.118172, loss_rec: 0.072186, loss_semantic: 0.756086, loss_idmrf: 6.002300, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:03:08,231 - INFO - [Train] step: 139699, loss_mpn: 0.023358, loss_rec: 0.068996, loss_semantic: 0.808938, loss_idmrf: 6.378533, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:03:40,781 - INFO - [Train] step: 139799, loss_mpn: 0.024184, loss_rec: 0.082787, loss_semantic: 0.871473, loss_idmrf: 11.643126, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:04:12,903 - INFO - [Train] step: 139899, loss_mpn: 0.024177, loss_rec: 0.041864, loss_semantic: 0.562032, loss_idmrf: 7.011150, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:04:45,039 - INFO - [Train] step: 139999, loss_mpn: 0.029154, loss_rec: 0.052347, loss_semantic: 0.690052, loss_idmrf: 6.791317, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:05:25,287 - INFO - [Eval] step: 139999, bce: 0.096918, psnr: 25.177235, ssim: 0.831472, lpips: 0.165119
+2023-03-22 06:05:59,940 - INFO - [Train] step: 140099, loss_mpn: 0.066865, loss_rec: 0.081887, loss_semantic: 0.816856, loss_idmrf: 8.787927, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:06:32,071 - INFO - [Train] step: 140199, loss_mpn: 0.027003, loss_rec: 0.050278, loss_semantic: 0.624198, loss_idmrf: 4.160578, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:07:04,224 - INFO - [Train] step: 140299, loss_mpn: 0.036064, loss_rec: 0.057730, loss_semantic: 0.588913, loss_idmrf: 7.429943, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:07:36,367 - INFO - [Train] step: 140399, loss_mpn: 0.034142, loss_rec: 0.065335, loss_semantic: 0.499158, loss_idmrf: 8.841206, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:08:08,580 - INFO - [Train] step: 140499, loss_mpn: 0.035899, loss_rec: 0.081068, loss_semantic: 0.830839, loss_idmrf: 9.478810, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:08:40,766 - INFO - [Train] step: 140599, loss_mpn: 0.025796, loss_rec: 0.050571, loss_semantic: 0.511129, loss_idmrf: 6.275798, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:09:12,984 - INFO - [Train] step: 140699, loss_mpn: 0.037275, loss_rec: 0.055902, loss_semantic: 0.709130, loss_idmrf: 10.915119, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:09:45,130 - INFO - [Train] step: 140799, loss_mpn: 0.046054, loss_rec: 0.057480, loss_semantic: 0.698870, loss_idmrf: 8.932108, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:10:17,263 - INFO - [Train] step: 140899, loss_mpn: 0.041302, loss_rec: 0.055437, loss_semantic: 0.747887, loss_idmrf: 9.881175, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:10:49,423 - INFO - [Train] step: 140999, loss_mpn: 0.027495, loss_rec: 0.060724, loss_semantic: 0.728289, loss_idmrf: 8.031085, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:11:29,880 - INFO - [Eval] step: 140999, bce: 0.096055, psnr: 25.270962, ssim: 0.831228, lpips: 0.166168
+2023-03-22 06:12:04,392 - INFO - [Train] step: 141099, loss_mpn: 0.038361, loss_rec: 0.061116, loss_semantic: 0.629088, loss_idmrf: 8.600073, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:12:36,517 - INFO - [Train] step: 141199, loss_mpn: 0.043930, loss_rec: 0.040926, loss_semantic: 0.590023, loss_idmrf: 6.494684, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:13:08,668 - INFO - [Train] step: 141299, loss_mpn: 0.073351, loss_rec: 0.048602, loss_semantic: 0.585754, loss_idmrf: 7.159575, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:13:40,917 - INFO - [Train] step: 141399, loss_mpn: 0.028364, loss_rec: 0.048494, loss_semantic: 0.624620, loss_idmrf: 11.552216, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:14:13,097 - INFO - [Train] step: 141499, loss_mpn: 0.115695, loss_rec: 0.096844, loss_semantic: 0.830793, loss_idmrf: 9.791546, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:14:45,256 - INFO - [Train] step: 141599, loss_mpn: 0.208756, loss_rec: 0.061710, loss_semantic: 0.656870, loss_idmrf: 8.156204, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:15:17,350 - INFO - [Train] step: 141699, loss_mpn: 0.016931, loss_rec: 0.070571, loss_semantic: 0.738706, loss_idmrf: 9.198695, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:15:49,496 - INFO - [Train] step: 141799, loss_mpn: 0.026663, loss_rec: 0.053198, loss_semantic: 0.649595, loss_idmrf: 6.878302, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:16:21,651 - INFO - [Train] step: 141899, loss_mpn: 0.022661, loss_rec: 0.053935, loss_semantic: 0.610748, loss_idmrf: 4.175983, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:16:53,803 - INFO - [Train] step: 141999, loss_mpn: 0.020591, loss_rec: 0.061743, loss_semantic: 0.613641, loss_idmrf: 8.585777, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:17:34,300 - INFO - [Eval] step: 141999, bce: 0.094610, psnr: 25.267002, ssim: 0.831776, lpips: 0.164656
+2023-03-22 06:18:08,759 - INFO - [Train] step: 142099, loss_mpn: 0.026009, loss_rec: 0.079848, loss_semantic: 0.956732, loss_idmrf: 10.798845, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:18:40,850 - INFO - [Train] step: 142199, loss_mpn: 0.029874, loss_rec: 0.055153, loss_semantic: 0.574230, loss_idmrf: 9.982794, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:19:13,022 - INFO - [Train] step: 142299, loss_mpn: 0.031968, loss_rec: 0.047182, loss_semantic: 0.683005, loss_idmrf: 6.059572, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:19:45,146 - INFO - [Train] step: 142399, loss_mpn: 0.021145, loss_rec: 0.052312, loss_semantic: 0.653745, loss_idmrf: 5.659613, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:20:17,246 - INFO - [Train] step: 142499, loss_mpn: 0.034954, loss_rec: 0.062933, loss_semantic: 0.755044, loss_idmrf: 8.805967, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:20:49,343 - INFO - [Train] step: 142599, loss_mpn: 0.035162, loss_rec: 0.048363, loss_semantic: 0.625162, loss_idmrf: 6.246105, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:21:21,424 - INFO - [Train] step: 142699, loss_mpn: 0.036955, loss_rec: 0.074475, loss_semantic: 0.901316, loss_idmrf: 7.934987, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:21:53,539 - INFO - [Train] step: 142799, loss_mpn: 0.019224, loss_rec: 0.048541, loss_semantic: 0.579232, loss_idmrf: 4.914797, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:22:25,732 - INFO - [Train] step: 142899, loss_mpn: 0.028020, loss_rec: 0.068720, loss_semantic: 0.819381, loss_idmrf: 13.764153, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:22:57,872 - INFO - [Train] step: 142999, loss_mpn: 0.040642, loss_rec: 0.095520, loss_semantic: 0.985150, loss_idmrf: 8.799082, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:23:38,182 - INFO - [Eval] step: 142999, bce: 0.092820, psnr: 25.307251, ssim: 0.830799, lpips: 0.163785
+2023-03-22 06:24:12,743 - INFO - [Train] step: 143099, loss_mpn: 0.080419, loss_rec: 0.044622, loss_semantic: 0.629097, loss_idmrf: 9.361682, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:24:44,761 - INFO - [Train] step: 143199, loss_mpn: 0.036565, loss_rec: 0.065777, loss_semantic: 0.728083, loss_idmrf: 12.361934, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:25:16,885 - INFO - [Train] step: 143299, loss_mpn: 0.035835, loss_rec: 0.064064, loss_semantic: 0.677160, loss_idmrf: 8.360352, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:25:48,974 - INFO - [Train] step: 143399, loss_mpn: 0.048106, loss_rec: 0.086929, loss_semantic: 0.889193, loss_idmrf: 8.605732, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:26:21,153 - INFO - [Train] step: 143499, loss_mpn: 0.034112, loss_rec: 0.067785, loss_semantic: 0.938347, loss_idmrf: 12.591421, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:26:53,275 - INFO - [Train] step: 143599, loss_mpn: 0.072105, loss_rec: 0.096062, loss_semantic: 0.929222, loss_idmrf: 10.493093, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:27:25,370 - INFO - [Train] step: 143699, loss_mpn: 0.050494, loss_rec: 0.042958, loss_semantic: 0.604761, loss_idmrf: 11.064789, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:27:57,481 - INFO - [Train] step: 143799, loss_mpn: 0.022476, loss_rec: 0.037898, loss_semantic: 0.438431, loss_idmrf: 3.380507, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:28:29,559 - INFO - [Train] step: 143899, loss_mpn: 0.061332, loss_rec: 0.082858, loss_semantic: 0.926305, loss_idmrf: 13.796659, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:29:01,706 - INFO - [Train] step: 143999, loss_mpn: 0.031786, loss_rec: 0.050936, loss_semantic: 0.751399, loss_idmrf: 7.975610, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:29:41,936 - INFO - [Eval] step: 143999, bce: 0.095804, psnr: 25.317532, ssim: 0.831439, lpips: 0.168883
+2023-03-22 06:30:16,688 - INFO - [Train] step: 144099, loss_mpn: 0.035525, loss_rec: 0.098381, loss_semantic: 0.991663, loss_idmrf: 10.722008, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:30:48,764 - INFO - [Train] step: 144199, loss_mpn: 0.038646, loss_rec: 0.051744, loss_semantic: 0.656689, loss_idmrf: 5.738029, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:31:20,871 - INFO - [Train] step: 144299, loss_mpn: 0.024916, loss_rec: 0.050928, loss_semantic: 0.651920, loss_idmrf: 6.130995, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:31:53,042 - INFO - [Train] step: 144399, loss_mpn: 0.033766, loss_rec: 0.091061, loss_semantic: 0.954833, loss_idmrf: 12.417912, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:32:25,157 - INFO - [Train] step: 144499, loss_mpn: 0.018318, loss_rec: 0.062611, loss_semantic: 0.662609, loss_idmrf: 8.506265, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:32:57,223 - INFO - [Train] step: 144599, loss_mpn: 0.036820, loss_rec: 0.062610, loss_semantic: 0.695322, loss_idmrf: 7.235771, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:33:29,342 - INFO - [Train] step: 144699, loss_mpn: 0.050769, loss_rec: 0.058934, loss_semantic: 0.681912, loss_idmrf: 8.571299, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:34:01,438 - INFO - [Train] step: 144799, loss_mpn: 0.077321, loss_rec: 0.065327, loss_semantic: 0.760053, loss_idmrf: 6.374034, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:34:33,586 - INFO - [Train] step: 144899, loss_mpn: 0.022030, loss_rec: 0.088292, loss_semantic: 0.868592, loss_idmrf: 7.474204, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:35:05,652 - INFO - [Train] step: 144999, loss_mpn: 0.034597, loss_rec: 0.051715, loss_semantic: 0.545772, loss_idmrf: 12.733702, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:35:45,974 - INFO - [Eval] step: 144999, bce: 0.098943, psnr: 25.245338, ssim: 0.831930, lpips: 0.165233
+2023-03-22 06:36:20,887 - INFO - [Train] step: 145099, loss_mpn: 0.036234, loss_rec: 0.070194, loss_semantic: 0.721230, loss_idmrf: 6.634646, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:36:52,932 - INFO - [Train] step: 145199, loss_mpn: 0.036348, loss_rec: 0.043347, loss_semantic: 0.587966, loss_idmrf: 6.478030, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:37:25,099 - INFO - [Train] step: 145299, loss_mpn: 0.016491, loss_rec: 0.029164, loss_semantic: 0.404912, loss_idmrf: 3.414048, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:37:57,261 - INFO - [Train] step: 145399, loss_mpn: 0.027824, loss_rec: 0.057412, loss_semantic: 0.704005, loss_idmrf: 8.634684, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:38:29,369 - INFO - [Train] step: 145499, loss_mpn: 0.057917, loss_rec: 0.078870, loss_semantic: 0.770828, loss_idmrf: 10.822628, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:39:01,526 - INFO - [Train] step: 145599, loss_mpn: 0.038083, loss_rec: 0.051953, loss_semantic: 0.614622, loss_idmrf: 7.624728, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:39:33,697 - INFO - [Train] step: 145699, loss_mpn: 0.041733, loss_rec: 0.079338, loss_semantic: 0.841232, loss_idmrf: 9.479918, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:40:05,845 - INFO - [Train] step: 145799, loss_mpn: 0.043637, loss_rec: 0.103137, loss_semantic: 0.975976, loss_idmrf: 10.988317, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:40:37,907 - INFO - [Train] step: 145899, loss_mpn: 0.035509, loss_rec: 0.071540, loss_semantic: 0.738993, loss_idmrf: 8.918984, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:41:10,041 - INFO - [Train] step: 145999, loss_mpn: 0.026266, loss_rec: 0.056609, loss_semantic: 0.629283, loss_idmrf: 5.709610, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:41:50,215 - INFO - [Eval] step: 145999, bce: 0.101023, psnr: 25.320295, ssim: 0.832577, lpips: 0.163490
+2023-03-22 06:42:25,030 - INFO - [Train] step: 146099, loss_mpn: 0.061979, loss_rec: 0.092236, loss_semantic: 1.017679, loss_idmrf: 10.757685, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:42:57,112 - INFO - [Train] step: 146199, loss_mpn: 0.029088, loss_rec: 0.064282, loss_semantic: 0.781557, loss_idmrf: 8.723749, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:43:29,216 - INFO - [Train] step: 146299, loss_mpn: 0.039580, loss_rec: 0.029419, loss_semantic: 0.357671, loss_idmrf: 5.614192, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:44:01,362 - INFO - [Train] step: 146399, loss_mpn: 0.044699, loss_rec: 0.078670, loss_semantic: 0.881102, loss_idmrf: 7.717153, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:44:33,471 - INFO - [Train] step: 146499, loss_mpn: 0.032864, loss_rec: 0.074833, loss_semantic: 0.786468, loss_idmrf: 7.895067, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:45:05,541 - INFO - [Train] step: 146599, loss_mpn: 0.038574, loss_rec: 0.098742, loss_semantic: 0.921859, loss_idmrf: 12.025072, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:45:37,625 - INFO - [Train] step: 146699, loss_mpn: 0.017828, loss_rec: 0.067005, loss_semantic: 0.695033, loss_idmrf: 7.526525, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:46:09,795 - INFO - [Train] step: 146799, loss_mpn: 0.022822, loss_rec: 0.064661, loss_semantic: 0.622931, loss_idmrf: 4.743679, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:46:41,873 - INFO - [Train] step: 146899, loss_mpn: 0.031751, loss_rec: 0.050467, loss_semantic: 0.647302, loss_idmrf: 6.298028, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:47:14,054 - INFO - [Train] step: 146999, loss_mpn: 0.031736, loss_rec: 0.064172, loss_semantic: 0.689423, loss_idmrf: 6.410463, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:47:54,390 - INFO - [Eval] step: 146999, bce: 0.111116, psnr: 25.078194, ssim: 0.832726, lpips: 0.165732
+2023-03-22 06:48:28,998 - INFO - [Train] step: 147099, loss_mpn: 0.033280, loss_rec: 0.078616, loss_semantic: 0.863652, loss_idmrf: 12.120575, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:49:01,002 - INFO - [Train] step: 147199, loss_mpn: 0.046702, loss_rec: 0.043255, loss_semantic: 0.550344, loss_idmrf: 3.723077, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:49:33,145 - INFO - [Train] step: 147299, loss_mpn: 0.042020, loss_rec: 0.042769, loss_semantic: 0.579857, loss_idmrf: 6.775710, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:50:05,218 - INFO - [Train] step: 147399, loss_mpn: 0.031980, loss_rec: 0.067417, loss_semantic: 0.794300, loss_idmrf: 12.125452, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:50:37,397 - INFO - [Train] step: 147499, loss_mpn: 0.058920, loss_rec: 0.066616, loss_semantic: 0.764157, loss_idmrf: 14.115583, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:51:09,544 - INFO - [Train] step: 147599, loss_mpn: 0.014693, loss_rec: 0.033276, loss_semantic: 0.480383, loss_idmrf: 3.450999, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:51:41,669 - INFO - [Train] step: 147699, loss_mpn: 0.024205, loss_rec: 0.072573, loss_semantic: 0.621662, loss_idmrf: 6.697825, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:52:13,778 - INFO - [Train] step: 147799, loss_mpn: 0.054554, loss_rec: 0.053827, loss_semantic: 0.700037, loss_idmrf: 7.493713, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:52:45,830 - INFO - [Train] step: 147899, loss_mpn: 0.028503, loss_rec: 0.105282, loss_semantic: 0.914085, loss_idmrf: 8.801498, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:53:17,899 - INFO - [Train] step: 147999, loss_mpn: 0.022636, loss_rec: 0.039026, loss_semantic: 0.480019, loss_idmrf: 7.973874, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:53:57,866 - INFO - [Eval] step: 147999, bce: 0.091501, psnr: 25.415352, ssim: 0.831300, lpips: 0.163136
+2023-03-22 06:54:32,345 - INFO - [Train] step: 148099, loss_mpn: 0.054385, loss_rec: 0.052555, loss_semantic: 0.738080, loss_idmrf: 12.047959, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:55:04,345 - INFO - [Train] step: 148199, loss_mpn: 0.048842, loss_rec: 0.073565, loss_semantic: 0.674760, loss_idmrf: 9.990310, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:55:36,412 - INFO - [Train] step: 148299, loss_mpn: 0.053343, loss_rec: 0.040777, loss_semantic: 0.661611, loss_idmrf: 8.708927, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:56:08,435 - INFO - [Train] step: 148399, loss_mpn: 0.018032, loss_rec: 0.035710, loss_semantic: 0.508288, loss_idmrf: 3.647381, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:56:40,519 - INFO - [Train] step: 148499, loss_mpn: 0.037044, loss_rec: 0.060821, loss_semantic: 0.673814, loss_idmrf: 6.294412, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:57:12,581 - INFO - [Train] step: 148599, loss_mpn: 0.039617, loss_rec: 0.099865, loss_semantic: 0.889124, loss_idmrf: 11.292024, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:57:44,742 - INFO - [Train] step: 148699, loss_mpn: 0.037732, loss_rec: 0.108938, loss_semantic: 0.993336, loss_idmrf: 9.558572, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:58:16,832 - INFO - [Train] step: 148799, loss_mpn: 0.040392, loss_rec: 0.043182, loss_semantic: 0.652797, loss_idmrf: 7.765765, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:58:48,852 - INFO - [Train] step: 148899, loss_mpn: 0.033801, loss_rec: 0.055330, loss_semantic: 0.659043, loss_idmrf: 8.437719, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 06:59:21,038 - INFO - [Train] step: 148999, loss_mpn: 0.032008, loss_rec: 0.050495, loss_semantic: 0.656191, loss_idmrf: 7.265278, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:00:01,342 - INFO - [Eval] step: 148999, bce: 0.092508, psnr: 25.414833, ssim: 0.833834, lpips: 0.164823
+2023-03-22 07:00:35,850 - INFO - [Train] step: 149099, loss_mpn: 0.035307, loss_rec: 0.064869, loss_semantic: 0.759812, loss_idmrf: 10.720482, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:01:07,969 - INFO - [Train] step: 149199, loss_mpn: 0.036233, loss_rec: 0.040055, loss_semantic: 0.545314, loss_idmrf: 7.780817, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:01:40,101 - INFO - [Train] step: 149299, loss_mpn: 0.042390, loss_rec: 0.056047, loss_semantic: 0.626650, loss_idmrf: 11.025871, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:02:12,166 - INFO - [Train] step: 149399, loss_mpn: 0.032253, loss_rec: 0.043645, loss_semantic: 0.508331, loss_idmrf: 6.351642, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:02:44,178 - INFO - [Train] step: 149499, loss_mpn: 0.026508, loss_rec: 0.092957, loss_semantic: 0.860410, loss_idmrf: 12.976685, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:03:16,301 - INFO - [Train] step: 149599, loss_mpn: 0.019381, loss_rec: 0.090334, loss_semantic: 0.886995, loss_idmrf: 9.732130, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:03:48,439 - INFO - [Train] step: 149699, loss_mpn: 0.040285, loss_rec: 0.068260, loss_semantic: 0.750819, loss_idmrf: 7.584251, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:04:20,481 - INFO - [Train] step: 149799, loss_mpn: 0.031034, loss_rec: 0.092595, loss_semantic: 0.922277, loss_idmrf: 10.612395, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:04:52,514 - INFO - [Train] step: 149899, loss_mpn: 0.040968, loss_rec: 0.072134, loss_semantic: 0.911024, loss_idmrf: 9.174538, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:05:24,602 - INFO - [Train] step: 149999, loss_mpn: 0.068484, loss_rec: 0.101668, loss_semantic: 0.906014, loss_idmrf: 13.920990, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-22 07:06:04,882 - INFO - [Eval] step: 149999, bce: 0.100198, psnr: 25.302452, ssim: 0.833599, lpips: 0.162880
+2023-03-22 07:06:07,650 - INFO - End of training
diff --git a/separate_imagenet_maskdir_realnoise/samples/step149999.png b/separate_imagenet_maskdir_realnoise/samples/step149999.png
new file mode 100644
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--- /dev/null
+++ b/separate_imagenet_maskdir_realnoise/samples/step149999.png
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+version https://git-lfs.github.com/spec/v1
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+size 5231313
diff --git a/separate_imagenet_maskdir_realnoise/tensorboard/events.out.tfevents.1679384747.admin.cluster.local.27687.0 b/separate_imagenet_maskdir_realnoise/tensorboard/events.out.tfevents.1679384747.admin.cluster.local.27687.0
new file mode 100644
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+size 48980292
diff --git a/separate_places_brush_realnoise/ckpt/step149999/meta.pt b/separate_places_brush_realnoise/ckpt/step149999/meta.pt
new file mode 100644
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--- /dev/null
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@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d73f91e6f9f0e8222c08d532226feb041d885e7aed885e0536b91a6887793879
+size 425
diff --git a/separate_places_brush_realnoise/ckpt/step149999/model.pt b/separate_places_brush_realnoise/ckpt/step149999/model.pt
new file mode 100644
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+version https://git-lfs.github.com/spec/v1
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+size 15565165
diff --git a/separate_places_brush_realnoise/ckpt/step149999/optimizer.pt b/separate_places_brush_realnoise/ckpt/step149999/optimizer.pt
new file mode 100644
index 0000000000000000000000000000000000000000..0bdfc4fb3312e7bba93e04d80fc79678db0e93f0
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@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
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diff --git a/separate_places_brush_realnoise/config-2023-03-23-11-28-53.yaml b/separate_places_brush_realnoise/config-2023-03-23-11-28-53.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..4b37e370ba6bfdc9d117b219b684917e934f4f0a
--- /dev/null
+++ b/separate_places_brush_realnoise/config-2023-03-23-11-28-53.yaml
@@ -0,0 +1,46 @@
+data:
+  dataroot: /amax/xyf/data/Places365/
+  img_size: 256
+  name: Places365
+dataloader:
+  micro_batch: 0
+  num_workers: 4
+  pin_memory: true
+  prefetch_factor: 2
+mask:
+  mask_type: brush
+  noise_type: real
+  real_dataset:
+  - dataroot: /amax/xyf/data/ImageNet/
+    img_size: 256
+    name: ImageNet
+  smooth_type: iterative_gaussian
+model:
+  mpn:
+    base_n_channels: 64
+    neck_n_channels: 128
+  rin:
+    base_n_channels: 32
+    neck_n_channels: 128
+seed: 1234
+train:
+  batch_size: 8
+  coef_idmrf: 0.001
+  coef_rec: 1.4
+  coef_semantic: 0.0001
+  eval_freq: 1000
+  n_steps: 150000
+  optim_mpn:
+    betas:
+    - 0.5
+    - 0.9
+    lr: 0.0001
+  optim_rin:
+    betas:
+    - 0.5
+    - 0.9
+    lr: 0.0001
+  print_freq: 100
+  resume: null
+  sample_freq: 1000
+  save_freq: 5000
diff --git a/separate_places_brush_realnoise/output-2023-03-23-11-28-53.log b/separate_places_brush_realnoise/output-2023-03-23-11-28-53.log
new file mode 100644
index 0000000000000000000000000000000000000000..d00127dda43fe9e66c6f470d7b625f19606016bb
--- /dev/null
+++ b/separate_places_brush_realnoise/output-2023-03-23-11-28-53.log
@@ -0,0 +1,1660 @@
+2023-03-23 11:29:00,693 - INFO - Experiment directory: ./runs/separate_places_brush_realnoise
+2023-03-23 11:29:00,695 - INFO - Number of processes: 2
+2023-03-23 11:29:00,695 - INFO - Distributed type: MULTI_GPU
+2023-03-23 11:29:00,695 - INFO - Mixed precision: no
+2023-03-23 11:29:11,723 - INFO - Size of training set: 1803460
+2023-03-23 11:29:11,723 - INFO - Size of validation set: 5000
+2023-03-23 11:29:11,723 - INFO - Batch size per process: 4
+2023-03-23 11:29:11,723 - INFO - Total batch size: 8
+2023-03-23 11:29:15,874 - INFO - Start training...
+2023-03-23 11:29:47,487 - INFO - [Train] step: 99, loss_mpn: 0.323025, loss_rec: 0.378045, loss_semantic: 1.836447, loss_idmrf: 74.936302, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:30:16,512 - INFO - [Train] step: 199, loss_mpn: 0.214880, loss_rec: 0.227098, loss_semantic: 1.540196, loss_idmrf: 69.212761, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:30:45,860 - INFO - [Train] step: 299, loss_mpn: 0.269532, loss_rec: 0.230617, loss_semantic: 1.390431, loss_idmrf: 67.566101, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:31:16,573 - INFO - [Train] step: 399, loss_mpn: 0.272102, loss_rec: 0.222441, loss_semantic: 1.241033, loss_idmrf: 55.477779, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:31:48,253 - INFO - [Train] step: 499, loss_mpn: 0.265938, loss_rec: 0.286321, loss_semantic: 1.693021, loss_idmrf: 60.148258, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:32:20,473 - INFO - [Train] step: 599, loss_mpn: 0.304727, loss_rec: 0.274181, loss_semantic: 1.603351, loss_idmrf: 63.602676, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:32:52,939 - INFO - [Train] step: 699, loss_mpn: 0.265843, loss_rec: 0.336571, loss_semantic: 1.552457, loss_idmrf: 56.685272, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:33:25,559 - INFO - [Train] step: 799, loss_mpn: 0.297963, loss_rec: 0.228935, loss_semantic: 1.580341, loss_idmrf: 49.425438, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:33:58,211 - INFO - [Train] step: 899, loss_mpn: 0.226098, loss_rec: 0.206851, loss_semantic: 1.535082, loss_idmrf: 58.252419, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:34:30,866 - INFO - [Train] step: 999, loss_mpn: 0.300373, loss_rec: 0.265083, loss_semantic: 1.852874, loss_idmrf: 61.450104, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:36:29,160 - INFO - [Eval] step: 999, bce: 0.670428, psnr: 16.930334, ssim: 0.574118, lpips: 0.516840
+2023-03-23 11:37:05,828 - INFO - [Train] step: 1099, loss_mpn: 0.222680, loss_rec: 0.168876, loss_semantic: 1.384679, loss_idmrf: 47.760529, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:37:38,342 - INFO - [Train] step: 1199, loss_mpn: 0.191248, loss_rec: 0.217428, loss_semantic: 1.605469, loss_idmrf: 48.616726, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:38:11,321 - INFO - [Train] step: 1299, loss_mpn: 0.200427, loss_rec: 0.181456, loss_semantic: 1.401054, loss_idmrf: 44.452587, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:38:44,423 - INFO - [Train] step: 1399, loss_mpn: 0.253150, loss_rec: 0.163025, loss_semantic: 1.445468, loss_idmrf: 45.288979, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:39:17,431 - INFO - [Train] step: 1499, loss_mpn: 0.219975, loss_rec: 0.262679, loss_semantic: 1.630518, loss_idmrf: 48.802643, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:39:50,363 - INFO - [Train] step: 1599, loss_mpn: 0.295571, loss_rec: 0.222019, loss_semantic: 1.593479, loss_idmrf: 41.278492, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:40:23,060 - INFO - [Train] step: 1699, loss_mpn: 0.260576, loss_rec: 0.222066, loss_semantic: 1.631774, loss_idmrf: 48.023315, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:40:55,771 - INFO - [Train] step: 1799, loss_mpn: 0.250572, loss_rec: 0.147959, loss_semantic: 1.529153, loss_idmrf: 41.501472, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:41:28,441 - INFO - [Train] step: 1899, loss_mpn: 0.241315, loss_rec: 0.220125, loss_semantic: 1.549210, loss_idmrf: 41.247002, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:42:01,023 - INFO - [Train] step: 1999, loss_mpn: 0.268164, loss_rec: 0.188851, loss_semantic: 1.334727, loss_idmrf: 38.969315, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:42:44,291 - INFO - [Eval] step: 1999, bce: 0.657053, psnr: 17.938639, ssim: 0.610493, lpips: 0.476595
+2023-03-23 11:43:21,046 - INFO - [Train] step: 2099, loss_mpn: 0.184236, loss_rec: 0.168604, loss_semantic: 1.380727, loss_idmrf: 37.526474, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:43:53,615 - INFO - [Train] step: 2199, loss_mpn: 0.164846, loss_rec: 0.128190, loss_semantic: 1.109016, loss_idmrf: 43.861908, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:44:26,197 - INFO - [Train] step: 2299, loss_mpn: 0.135800, loss_rec: 0.141530, loss_semantic: 1.491570, loss_idmrf: 30.820307, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:44:58,777 - INFO - [Train] step: 2399, loss_mpn: 0.156372, loss_rec: 0.113539, loss_semantic: 1.209432, loss_idmrf: 37.198353, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:45:31,404 - INFO - [Train] step: 2499, loss_mpn: 0.241120, loss_rec: 0.166126, loss_semantic: 1.412542, loss_idmrf: 38.565868, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:46:04,032 - INFO - [Train] step: 2599, loss_mpn: 0.152966, loss_rec: 0.120619, loss_semantic: 1.317092, loss_idmrf: 31.079597, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:46:36,645 - INFO - [Train] step: 2699, loss_mpn: 0.140112, loss_rec: 0.129836, loss_semantic: 1.119195, loss_idmrf: 35.449669, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:47:09,254 - INFO - [Train] step: 2799, loss_mpn: 0.172172, loss_rec: 0.166894, loss_semantic: 1.365631, loss_idmrf: 27.161493, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:47:41,868 - INFO - [Train] step: 2899, loss_mpn: 0.214587, loss_rec: 0.098076, loss_semantic: 0.961371, loss_idmrf: 34.259510, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:48:14,472 - INFO - [Train] step: 2999, loss_mpn: 0.125478, loss_rec: 0.119056, loss_semantic: 1.163655, loss_idmrf: 31.258396, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:48:56,402 - INFO - [Eval] step: 2999, bce: 0.576389, psnr: 19.337849, ssim: 0.646927, lpips: 0.407428
+2023-03-23 11:49:33,191 - INFO - [Train] step: 3099, loss_mpn: 0.221424, loss_rec: 0.174174, loss_semantic: 1.400625, loss_idmrf: 35.980530, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:50:05,688 - INFO - [Train] step: 3199, loss_mpn: 0.133458, loss_rec: 0.129354, loss_semantic: 1.336540, loss_idmrf: 24.044426, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:50:38,303 - INFO - [Train] step: 3299, loss_mpn: 0.191946, loss_rec: 0.138086, loss_semantic: 1.274150, loss_idmrf: 35.025963, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:51:10,909 - INFO - [Train] step: 3399, loss_mpn: 0.172648, loss_rec: 0.159736, loss_semantic: 1.327648, loss_idmrf: 33.378288, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:51:43,575 - INFO - [Train] step: 3499, loss_mpn: 0.143400, loss_rec: 0.101415, loss_semantic: 1.067272, loss_idmrf: 22.087387, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:52:16,213 - INFO - [Train] step: 3599, loss_mpn: 0.252032, loss_rec: 0.175764, loss_semantic: 1.450742, loss_idmrf: 33.972214, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:52:48,796 - INFO - [Train] step: 3699, loss_mpn: 0.169439, loss_rec: 0.168074, loss_semantic: 1.524801, loss_idmrf: 27.026772, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:53:21,434 - INFO - [Train] step: 3799, loss_mpn: 0.133364, loss_rec: 0.124943, loss_semantic: 1.227964, loss_idmrf: 32.421425, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:53:54,097 - INFO - [Train] step: 3899, loss_mpn: 0.189301, loss_rec: 0.165089, loss_semantic: 1.455812, loss_idmrf: 31.276989, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:54:26,862 - INFO - [Train] step: 3999, loss_mpn: 0.219864, loss_rec: 0.156680, loss_semantic: 1.198334, loss_idmrf: 29.669714, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:55:09,177 - INFO - [Eval] step: 3999, bce: 0.553125, psnr: 19.641451, ssim: 0.667352, lpips: 0.380770
+2023-03-23 11:55:46,035 - INFO - [Train] step: 4099, loss_mpn: 0.135777, loss_rec: 0.125332, loss_semantic: 1.116056, loss_idmrf: 23.442577, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:56:18,670 - INFO - [Train] step: 4199, loss_mpn: 0.236820, loss_rec: 0.160856, loss_semantic: 1.084052, loss_idmrf: 38.811195, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:56:51,320 - INFO - [Train] step: 4299, loss_mpn: 0.141159, loss_rec: 0.125766, loss_semantic: 1.365875, loss_idmrf: 22.120749, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:57:23,951 - INFO - [Train] step: 4399, loss_mpn: 0.119973, loss_rec: 0.124340, loss_semantic: 1.173395, loss_idmrf: 22.224628, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:57:56,696 - INFO - [Train] step: 4499, loss_mpn: 0.189601, loss_rec: 0.130995, loss_semantic: 1.197901, loss_idmrf: 22.867626, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:58:29,335 - INFO - [Train] step: 4599, loss_mpn: 0.224031, loss_rec: 0.182967, loss_semantic: 1.513592, loss_idmrf: 36.217651, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:59:01,997 - INFO - [Train] step: 4699, loss_mpn: 0.135693, loss_rec: 0.151370, loss_semantic: 1.492851, loss_idmrf: 32.842369, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:59:34,627 - INFO - [Train] step: 4799, loss_mpn: 0.185246, loss_rec: 0.140031, loss_semantic: 1.244292, loss_idmrf: 30.099459, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:00:07,356 - INFO - [Train] step: 4899, loss_mpn: 0.231599, loss_rec: 0.147424, loss_semantic: 1.271751, loss_idmrf: 34.425735, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:00:40,117 - INFO - [Train] step: 4999, loss_mpn: 0.170920, loss_rec: 0.136530, loss_semantic: 1.347981, loss_idmrf: 31.375820, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:01:21,843 - INFO - [Eval] step: 4999, bce: 0.549807, psnr: 20.007143, ssim: 0.679151, lpips: 0.362548
+2023-03-23 12:01:58,792 - INFO - [Train] step: 5099, loss_mpn: 0.201001, loss_rec: 0.127063, loss_semantic: 1.187929, loss_idmrf: 30.012693, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:02:31,389 - INFO - [Train] step: 5199, loss_mpn: 0.181784, loss_rec: 0.120826, loss_semantic: 1.183380, loss_idmrf: 23.171087, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:03:04,085 - INFO - [Train] step: 5299, loss_mpn: 0.246163, loss_rec: 0.142189, loss_semantic: 1.312972, loss_idmrf: 27.003063, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:03:36,781 - INFO - [Train] step: 5399, loss_mpn: 0.285333, loss_rec: 0.241222, loss_semantic: 1.779386, loss_idmrf: 30.477346, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:04:09,484 - INFO - [Train] step: 5499, loss_mpn: 0.213374, loss_rec: 0.133484, loss_semantic: 1.186227, loss_idmrf: 22.911274, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:04:42,226 - INFO - [Train] step: 5599, loss_mpn: 0.176993, loss_rec: 0.134275, loss_semantic: 1.379080, loss_idmrf: 22.301655, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:05:14,939 - INFO - [Train] step: 5699, loss_mpn: 0.132656, loss_rec: 0.104049, loss_semantic: 1.209749, loss_idmrf: 20.387262, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:05:47,600 - INFO - [Train] step: 5799, loss_mpn: 0.160596, loss_rec: 0.144641, loss_semantic: 1.129172, loss_idmrf: 26.615993, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:06:20,241 - INFO - [Train] step: 5899, loss_mpn: 0.149046, loss_rec: 0.129649, loss_semantic: 1.313411, loss_idmrf: 19.731234, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:06:53,064 - INFO - [Train] step: 5999, loss_mpn: 0.233946, loss_rec: 0.208158, loss_semantic: 1.470268, loss_idmrf: 28.029877, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:07:34,429 - INFO - [Eval] step: 5999, bce: 0.493053, psnr: 20.487753, ssim: 0.686871, lpips: 0.349578
+2023-03-23 12:08:11,257 - INFO - [Train] step: 6099, loss_mpn: 0.213594, loss_rec: 0.138015, loss_semantic: 1.292263, loss_idmrf: 23.843100, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:08:43,949 - INFO - [Train] step: 6199, loss_mpn: 0.173679, loss_rec: 0.160499, loss_semantic: 1.225094, loss_idmrf: 20.872906, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:09:16,709 - INFO - [Train] step: 6299, loss_mpn: 0.162035, loss_rec: 0.141556, loss_semantic: 1.408137, loss_idmrf: 22.409479, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:09:49,356 - INFO - [Train] step: 6399, loss_mpn: 0.239700, loss_rec: 0.150114, loss_semantic: 1.235108, loss_idmrf: 31.189442, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:10:22,082 - INFO - [Train] step: 6499, loss_mpn: 0.183343, loss_rec: 0.146504, loss_semantic: 1.404938, loss_idmrf: 24.294060, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:10:54,869 - INFO - [Train] step: 6599, loss_mpn: 0.207349, loss_rec: 0.156241, loss_semantic: 1.269686, loss_idmrf: 30.679703, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:11:27,584 - INFO - [Train] step: 6699, loss_mpn: 0.167274, loss_rec: 0.136539, loss_semantic: 1.188112, loss_idmrf: 26.805540, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:12:00,297 - INFO - [Train] step: 6799, loss_mpn: 0.185788, loss_rec: 0.141593, loss_semantic: 1.394890, loss_idmrf: 20.920872, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:12:33,241 - INFO - [Train] step: 6899, loss_mpn: 0.207258, loss_rec: 0.122245, loss_semantic: 1.268382, loss_idmrf: 19.764772, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:13:06,092 - INFO - [Train] step: 6999, loss_mpn: 0.171400, loss_rec: 0.137511, loss_semantic: 1.333655, loss_idmrf: 20.420794, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:13:47,271 - INFO - [Eval] step: 6999, bce: 0.471148, psnr: 20.201769, ssim: 0.693589, lpips: 0.336870
+2023-03-23 12:14:24,196 - INFO - [Train] step: 7099, loss_mpn: 0.219206, loss_rec: 0.147509, loss_semantic: 1.312997, loss_idmrf: 26.621851, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:14:56,856 - INFO - [Train] step: 7199, loss_mpn: 0.135181, loss_rec: 0.103380, loss_semantic: 1.089829, loss_idmrf: 23.621290, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:15:29,574 - INFO - [Train] step: 7299, loss_mpn: 0.150634, loss_rec: 0.118780, loss_semantic: 1.110548, loss_idmrf: 27.243092, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:16:02,343 - INFO - [Train] step: 7399, loss_mpn: 0.118964, loss_rec: 0.108143, loss_semantic: 1.100603, loss_idmrf: 23.549307, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:16:35,022 - INFO - [Train] step: 7499, loss_mpn: 0.175511, loss_rec: 0.116261, loss_semantic: 1.043361, loss_idmrf: 24.404774, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:17:07,784 - INFO - [Train] step: 7599, loss_mpn: 0.167813, loss_rec: 0.113015, loss_semantic: 1.117577, loss_idmrf: 19.529469, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:17:40,555 - INFO - [Train] step: 7699, loss_mpn: 0.114987, loss_rec: 0.113320, loss_semantic: 1.162209, loss_idmrf: 18.986946, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:18:13,316 - INFO - [Train] step: 7799, loss_mpn: 0.090726, loss_rec: 0.136110, loss_semantic: 1.115014, loss_idmrf: 22.870445, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:18:46,142 - INFO - [Train] step: 7899, loss_mpn: 0.159312, loss_rec: 0.112160, loss_semantic: 1.326210, loss_idmrf: 23.202944, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:19:19,106 - INFO - [Train] step: 7999, loss_mpn: 0.205463, loss_rec: 0.158014, loss_semantic: 1.320718, loss_idmrf: 22.817038, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:20:00,355 - INFO - [Eval] step: 7999, bce: 0.450021, psnr: 20.752232, ssim: 0.705235, lpips: 0.330899
+2023-03-23 12:20:37,340 - INFO - [Train] step: 8099, loss_mpn: 0.124707, loss_rec: 0.113965, loss_semantic: 1.116641, loss_idmrf: 22.744381, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:21:10,031 - INFO - [Train] step: 8199, loss_mpn: 0.176464, loss_rec: 0.165585, loss_semantic: 1.417104, loss_idmrf: 30.141857, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:21:42,791 - INFO - [Train] step: 8299, loss_mpn: 0.189376, loss_rec: 0.135072, loss_semantic: 1.224959, loss_idmrf: 19.439304, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:22:15,459 - INFO - [Train] step: 8399, loss_mpn: 0.136266, loss_rec: 0.123589, loss_semantic: 1.287574, loss_idmrf: 17.359694, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:22:48,201 - INFO - [Train] step: 8499, loss_mpn: 0.176248, loss_rec: 0.144736, loss_semantic: 1.222468, loss_idmrf: 22.882006, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:23:21,100 - INFO - [Train] step: 8599, loss_mpn: 0.190151, loss_rec: 0.166846, loss_semantic: 1.450246, loss_idmrf: 22.119402, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:23:54,027 - INFO - [Train] step: 8699, loss_mpn: 0.107840, loss_rec: 0.086548, loss_semantic: 0.885657, loss_idmrf: 18.296841, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:24:26,761 - INFO - [Train] step: 8799, loss_mpn: 0.114511, loss_rec: 0.097229, loss_semantic: 0.998018, loss_idmrf: 17.804092, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:24:59,819 - INFO - [Train] step: 8899, loss_mpn: 0.205113, loss_rec: 0.134384, loss_semantic: 1.277880, loss_idmrf: 24.526646, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:25:32,749 - INFO - [Train] step: 8999, loss_mpn: 0.072165, loss_rec: 0.092160, loss_semantic: 0.900418, loss_idmrf: 25.523439, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:26:14,865 - INFO - [Eval] step: 8999, bce: 0.428474, psnr: 20.775249, ssim: 0.710685, lpips: 0.323472
+2023-03-23 12:26:51,791 - INFO - [Train] step: 9099, loss_mpn: 0.153656, loss_rec: 0.143731, loss_semantic: 1.324363, loss_idmrf: 20.801773, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:27:24,481 - INFO - [Train] step: 9199, loss_mpn: 0.147918, loss_rec: 0.118307, loss_semantic: 1.204077, loss_idmrf: 16.335011, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:27:57,189 - INFO - [Train] step: 9299, loss_mpn: 0.047830, loss_rec: 0.079216, loss_semantic: 1.086227, loss_idmrf: 12.425855, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:28:29,851 - INFO - [Train] step: 9399, loss_mpn: 0.196882, loss_rec: 0.132072, loss_semantic: 1.186318, loss_idmrf: 20.516956, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:29:02,548 - INFO - [Train] step: 9499, loss_mpn: 0.118135, loss_rec: 0.101347, loss_semantic: 1.076631, loss_idmrf: 16.929619, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:29:35,311 - INFO - [Train] step: 9599, loss_mpn: 0.189925, loss_rec: 0.138198, loss_semantic: 1.202054, loss_idmrf: 18.869944, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:30:08,077 - INFO - [Train] step: 9699, loss_mpn: 0.148720, loss_rec: 0.128848, loss_semantic: 1.300804, loss_idmrf: 17.923157, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:30:40,942 - INFO - [Train] step: 9799, loss_mpn: 0.099516, loss_rec: 0.091106, loss_semantic: 0.961018, loss_idmrf: 13.036037, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:31:13,981 - INFO - [Train] step: 9899, loss_mpn: 0.084998, loss_rec: 0.109008, loss_semantic: 1.256955, loss_idmrf: 17.932289, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:31:46,737 - INFO - [Train] step: 9999, loss_mpn: 0.193205, loss_rec: 0.124560, loss_semantic: 1.174015, loss_idmrf: 23.607056, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:32:27,554 - INFO - [Eval] step: 9999, bce: 0.437942, psnr: 21.170538, ssim: 0.717228, lpips: 0.317951
+2023-03-23 12:33:04,480 - INFO - [Train] step: 10099, loss_mpn: 0.149895, loss_rec: 0.134921, loss_semantic: 1.336063, loss_idmrf: 19.642735, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:33:37,146 - INFO - [Train] step: 10199, loss_mpn: 0.125508, loss_rec: 0.084357, loss_semantic: 0.978468, loss_idmrf: 13.481062, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:34:09,905 - INFO - [Train] step: 10299, loss_mpn: 0.179992, loss_rec: 0.168160, loss_semantic: 1.322641, loss_idmrf: 22.203806, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:34:42,591 - INFO - [Train] step: 10399, loss_mpn: 0.140693, loss_rec: 0.103079, loss_semantic: 1.052414, loss_idmrf: 17.152008, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:35:15,404 - INFO - [Train] step: 10499, loss_mpn: 0.178119, loss_rec: 0.139676, loss_semantic: 1.269033, loss_idmrf: 21.736210, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:35:48,133 - INFO - [Train] step: 10599, loss_mpn: 0.172448, loss_rec: 0.115197, loss_semantic: 1.227765, loss_idmrf: 25.892521, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:36:20,812 - INFO - [Train] step: 10699, loss_mpn: 0.182583, loss_rec: 0.139373, loss_semantic: 1.325054, loss_idmrf: 17.852287, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:36:53,768 - INFO - [Train] step: 10799, loss_mpn: 0.104072, loss_rec: 0.094579, loss_semantic: 1.052864, loss_idmrf: 17.368998, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:37:26,628 - INFO - [Train] step: 10899, loss_mpn: 0.203983, loss_rec: 0.127503, loss_semantic: 1.057832, loss_idmrf: 20.540617, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:37:59,413 - INFO - [Train] step: 10999, loss_mpn: 0.084952, loss_rec: 0.085487, loss_semantic: 1.042789, loss_idmrf: 10.300364, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:38:40,517 - INFO - [Eval] step: 10999, bce: 0.402358, psnr: 21.017874, ssim: 0.720847, lpips: 0.310333
+2023-03-23 12:39:17,289 - INFO - [Train] step: 11099, loss_mpn: 0.153725, loss_rec: 0.136955, loss_semantic: 1.245352, loss_idmrf: 19.774788, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:39:50,032 - INFO - [Train] step: 11199, loss_mpn: 0.145520, loss_rec: 0.126880, loss_semantic: 1.263510, loss_idmrf: 21.046671, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:40:22,801 - INFO - [Train] step: 11299, loss_mpn: 0.083734, loss_rec: 0.084275, loss_semantic: 1.036570, loss_idmrf: 14.024333, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:40:55,573 - INFO - [Train] step: 11399, loss_mpn: 0.186671, loss_rec: 0.130041, loss_semantic: 1.231480, loss_idmrf: 26.819435, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:41:28,338 - INFO - [Train] step: 11499, loss_mpn: 0.114519, loss_rec: 0.113924, loss_semantic: 1.043240, loss_idmrf: 21.240480, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:42:01,056 - INFO - [Train] step: 11599, loss_mpn: 0.169631, loss_rec: 0.147817, loss_semantic: 1.314489, loss_idmrf: 21.720392, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:42:33,741 - INFO - [Train] step: 11699, loss_mpn: 0.138932, loss_rec: 0.116344, loss_semantic: 1.186831, loss_idmrf: 14.618856, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:43:06,527 - INFO - [Train] step: 11799, loss_mpn: 0.158823, loss_rec: 0.110159, loss_semantic: 1.102919, loss_idmrf: 19.979452, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:43:39,482 - INFO - [Train] step: 11899, loss_mpn: 0.201444, loss_rec: 0.132456, loss_semantic: 1.265190, loss_idmrf: 17.204304, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:44:12,297 - INFO - [Train] step: 11999, loss_mpn: 0.144184, loss_rec: 0.135063, loss_semantic: 1.176145, loss_idmrf: 25.120687, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:44:53,456 - INFO - [Eval] step: 11999, bce: 0.380548, psnr: 21.143234, ssim: 0.719522, lpips: 0.308097
+2023-03-23 12:45:30,295 - INFO - [Train] step: 12099, loss_mpn: 0.239642, loss_rec: 0.109853, loss_semantic: 1.094718, loss_idmrf: 21.939623, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:46:02,944 - INFO - [Train] step: 12199, loss_mpn: 0.104110, loss_rec: 0.092655, loss_semantic: 1.021926, loss_idmrf: 14.045419, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:46:35,682 - INFO - [Train] step: 12299, loss_mpn: 0.117059, loss_rec: 0.112049, loss_semantic: 1.220423, loss_idmrf: 18.247343, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:47:08,393 - INFO - [Train] step: 12399, loss_mpn: 0.152796, loss_rec: 0.132264, loss_semantic: 1.263292, loss_idmrf: 18.637531, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:47:41,152 - INFO - [Train] step: 12499, loss_mpn: 0.132845, loss_rec: 0.118960, loss_semantic: 1.191063, loss_idmrf: 19.826756, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:48:13,885 - INFO - [Train] step: 12599, loss_mpn: 0.178060, loss_rec: 0.122630, loss_semantic: 1.137079, loss_idmrf: 21.751490, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:48:46,641 - INFO - [Train] step: 12699, loss_mpn: 0.089155, loss_rec: 0.101824, loss_semantic: 1.078715, loss_idmrf: 12.573449, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:49:19,411 - INFO - [Train] step: 12799, loss_mpn: 0.167409, loss_rec: 0.143612, loss_semantic: 1.269215, loss_idmrf: 18.968231, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:49:52,155 - INFO - [Train] step: 12899, loss_mpn: 0.133242, loss_rec: 0.139567, loss_semantic: 1.255479, loss_idmrf: 19.218271, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:50:24,904 - INFO - [Train] step: 12999, loss_mpn: 0.168837, loss_rec: 0.125845, loss_semantic: 1.323142, loss_idmrf: 18.044273, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:51:07,056 - INFO - [Eval] step: 12999, bce: 0.354762, psnr: 21.289003, ssim: 0.730036, lpips: 0.296511
+2023-03-23 12:51:44,016 - INFO - [Train] step: 13099, loss_mpn: 0.068062, loss_rec: 0.077827, loss_semantic: 0.868876, loss_idmrf: 14.886969, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:52:16,652 - INFO - [Train] step: 13199, loss_mpn: 0.055325, loss_rec: 0.072698, loss_semantic: 0.780994, loss_idmrf: 8.573639, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:52:49,414 - INFO - [Train] step: 13299, loss_mpn: 0.154203, loss_rec: 0.122815, loss_semantic: 1.214869, loss_idmrf: 21.114220, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:53:22,196 - INFO - [Train] step: 13399, loss_mpn: 0.047485, loss_rec: 0.058683, loss_semantic: 0.749179, loss_idmrf: 15.875723, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:53:54,958 - INFO - [Train] step: 13499, loss_mpn: 0.138157, loss_rec: 0.127577, loss_semantic: 1.230742, loss_idmrf: 17.989794, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:54:27,732 - INFO - [Train] step: 13599, loss_mpn: 0.155147, loss_rec: 0.113028, loss_semantic: 1.190443, loss_idmrf: 16.342026, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:55:00,509 - INFO - [Train] step: 13699, loss_mpn: 0.127814, loss_rec: 0.071206, loss_semantic: 0.886685, loss_idmrf: 22.515804, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:55:33,296 - INFO - [Train] step: 13799, loss_mpn: 0.158207, loss_rec: 0.102718, loss_semantic: 1.024193, loss_idmrf: 16.481653, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:56:06,104 - INFO - [Train] step: 13899, loss_mpn: 0.163598, loss_rec: 0.116168, loss_semantic: 1.270511, loss_idmrf: 21.857502, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:56:38,871 - INFO - [Train] step: 13999, loss_mpn: 0.133498, loss_rec: 0.089349, loss_semantic: 1.007996, loss_idmrf: 10.221031, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:57:20,195 - INFO - [Eval] step: 13999, bce: 0.326957, psnr: 21.430140, ssim: 0.733246, lpips: 0.291025
+2023-03-23 12:57:56,897 - INFO - [Train] step: 14099, loss_mpn: 0.136352, loss_rec: 0.142251, loss_semantic: 1.410761, loss_idmrf: 16.214838, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:58:29,592 - INFO - [Train] step: 14199, loss_mpn: 0.146853, loss_rec: 0.165199, loss_semantic: 1.353703, loss_idmrf: 18.619373, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:59:02,368 - INFO - [Train] step: 14299, loss_mpn: 0.119451, loss_rec: 0.114309, loss_semantic: 1.141256, loss_idmrf: 23.108349, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:59:35,122 - INFO - [Train] step: 14399, loss_mpn: 0.149753, loss_rec: 0.094090, loss_semantic: 1.079103, loss_idmrf: 14.432661, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:00:07,891 - INFO - [Train] step: 14499, loss_mpn: 0.191860, loss_rec: 0.120105, loss_semantic: 1.149614, loss_idmrf: 15.743461, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:00:40,655 - INFO - [Train] step: 14599, loss_mpn: 0.189175, loss_rec: 0.123937, loss_semantic: 1.254776, loss_idmrf: 19.898670, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:01:13,472 - INFO - [Train] step: 14699, loss_mpn: 0.116426, loss_rec: 0.140374, loss_semantic: 1.156847, loss_idmrf: 17.742374, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:01:46,319 - INFO - [Train] step: 14799, loss_mpn: 0.177282, loss_rec: 0.131337, loss_semantic: 1.365862, loss_idmrf: 16.950100, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:02:19,038 - INFO - [Train] step: 14899, loss_mpn: 0.081494, loss_rec: 0.099501, loss_semantic: 1.068938, loss_idmrf: 15.856144, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:02:51,808 - INFO - [Train] step: 14999, loss_mpn: 0.141444, loss_rec: 0.131776, loss_semantic: 1.147883, loss_idmrf: 13.330832, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:03:32,936 - INFO - [Eval] step: 14999, bce: 0.323913, psnr: 21.357571, ssim: 0.733052, lpips: 0.282058
+2023-03-23 13:04:09,843 - INFO - [Train] step: 15099, loss_mpn: 0.085225, loss_rec: 0.082684, loss_semantic: 0.914173, loss_idmrf: 19.170067, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:04:42,511 - INFO - [Train] step: 15199, loss_mpn: 0.097943, loss_rec: 0.091577, loss_semantic: 1.038695, loss_idmrf: 15.060848, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:05:15,216 - INFO - [Train] step: 15299, loss_mpn: 0.162984, loss_rec: 0.140324, loss_semantic: 1.414191, loss_idmrf: 17.326801, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:05:47,977 - INFO - [Train] step: 15399, loss_mpn: 0.070783, loss_rec: 0.091726, loss_semantic: 1.057956, loss_idmrf: 12.134851, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:06:20,721 - INFO - [Train] step: 15499, loss_mpn: 0.121685, loss_rec: 0.118042, loss_semantic: 1.190539, loss_idmrf: 19.713999, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:06:53,508 - INFO - [Train] step: 15599, loss_mpn: 0.145216, loss_rec: 0.130469, loss_semantic: 1.342910, loss_idmrf: 21.074184, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:07:26,262 - INFO - [Train] step: 15699, loss_mpn: 0.095006, loss_rec: 0.097065, loss_semantic: 1.056131, loss_idmrf: 17.825243, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:07:59,043 - INFO - [Train] step: 15799, loss_mpn: 0.085243, loss_rec: 0.089390, loss_semantic: 0.931047, loss_idmrf: 13.127250, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:08:31,839 - INFO - [Train] step: 15899, loss_mpn: 0.110758, loss_rec: 0.124518, loss_semantic: 1.188504, loss_idmrf: 16.909643, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:09:04,716 - INFO - [Train] step: 15999, loss_mpn: 0.141230, loss_rec: 0.134721, loss_semantic: 1.226813, loss_idmrf: 23.705334, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:09:45,621 - INFO - [Eval] step: 15999, bce: 0.293422, psnr: 21.730089, ssim: 0.736518, lpips: 0.276149
+2023-03-23 13:10:22,660 - INFO - [Train] step: 16099, loss_mpn: 0.105548, loss_rec: 0.132616, loss_semantic: 1.227648, loss_idmrf: 18.810932, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:10:55,426 - INFO - [Train] step: 16199, loss_mpn: 0.119610, loss_rec: 0.105614, loss_semantic: 1.058491, loss_idmrf: 18.444397, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:11:28,198 - INFO - [Train] step: 16299, loss_mpn: 0.095299, loss_rec: 0.104949, loss_semantic: 1.043428, loss_idmrf: 15.629036, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:12:00,972 - INFO - [Train] step: 16399, loss_mpn: 0.126688, loss_rec: 0.110788, loss_semantic: 1.096626, loss_idmrf: 12.028663, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:12:33,883 - INFO - [Train] step: 16499, loss_mpn: 0.086399, loss_rec: 0.066815, loss_semantic: 0.800312, loss_idmrf: 11.392569, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:13:06,924 - INFO - [Train] step: 16599, loss_mpn: 0.132821, loss_rec: 0.132010, loss_semantic: 1.214987, loss_idmrf: 21.013977, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:13:39,764 - INFO - [Train] step: 16699, loss_mpn: 0.059527, loss_rec: 0.081071, loss_semantic: 0.947262, loss_idmrf: 13.979521, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:14:12,582 - INFO - [Train] step: 16799, loss_mpn: 0.087184, loss_rec: 0.124848, loss_semantic: 1.154480, loss_idmrf: 19.267467, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:14:45,648 - INFO - [Train] step: 16899, loss_mpn: 0.112388, loss_rec: 0.085844, loss_semantic: 1.033049, loss_idmrf: 17.247757, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:15:18,487 - INFO - [Train] step: 16999, loss_mpn: 0.127268, loss_rec: 0.119793, loss_semantic: 1.328382, loss_idmrf: 17.457104, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:15:59,352 - INFO - [Eval] step: 16999, bce: 0.274602, psnr: 21.725431, ssim: 0.739975, lpips: 0.272761
+2023-03-23 13:16:36,373 - INFO - [Train] step: 17099, loss_mpn: 0.197042, loss_rec: 0.155050, loss_semantic: 1.356630, loss_idmrf: 18.152592, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:17:09,069 - INFO - [Train] step: 17199, loss_mpn: 0.053848, loss_rec: 0.054733, loss_semantic: 0.700368, loss_idmrf: 10.548255, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:17:41,818 - INFO - [Train] step: 17299, loss_mpn: 0.122529, loss_rec: 0.118772, loss_semantic: 1.208886, loss_idmrf: 12.630421, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:18:14,595 - INFO - [Train] step: 17399, loss_mpn: 0.127485, loss_rec: 0.120586, loss_semantic: 1.214500, loss_idmrf: 14.057894, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:18:47,322 - INFO - [Train] step: 17499, loss_mpn: 0.151231, loss_rec: 0.133278, loss_semantic: 1.203161, loss_idmrf: 14.832048, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:19:20,171 - INFO - [Train] step: 17599, loss_mpn: 0.090191, loss_rec: 0.109191, loss_semantic: 1.174453, loss_idmrf: 18.169632, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:19:52,981 - INFO - [Train] step: 17699, loss_mpn: 0.093431, loss_rec: 0.089366, loss_semantic: 0.965458, loss_idmrf: 9.786984, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:20:25,783 - INFO - [Train] step: 17799, loss_mpn: 0.157161, loss_rec: 0.117276, loss_semantic: 1.130139, loss_idmrf: 19.141714, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:20:58,653 - INFO - [Train] step: 17899, loss_mpn: 0.076947, loss_rec: 0.118168, loss_semantic: 1.209617, loss_idmrf: 12.995200, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:21:31,413 - INFO - [Train] step: 17999, loss_mpn: 0.107778, loss_rec: 0.115563, loss_semantic: 1.236924, loss_idmrf: 16.524061, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:22:13,224 - INFO - [Eval] step: 17999, bce: 0.261342, psnr: 21.777431, ssim: 0.746056, lpips: 0.271902
+2023-03-23 13:22:50,134 - INFO - [Train] step: 18099, loss_mpn: 0.072789, loss_rec: 0.074884, loss_semantic: 0.817852, loss_idmrf: 18.352585, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:23:22,816 - INFO - [Train] step: 18199, loss_mpn: 0.097280, loss_rec: 0.128662, loss_semantic: 1.338640, loss_idmrf: 13.642404, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:23:55,472 - INFO - [Train] step: 18299, loss_mpn: 0.076923, loss_rec: 0.103613, loss_semantic: 0.934087, loss_idmrf: 11.845095, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:24:28,267 - INFO - [Train] step: 18399, loss_mpn: 0.095583, loss_rec: 0.112256, loss_semantic: 1.085736, loss_idmrf: 13.256218, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:25:01,086 - INFO - [Train] step: 18499, loss_mpn: 0.119354, loss_rec: 0.099854, loss_semantic: 0.980227, loss_idmrf: 13.926910, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:25:33,868 - INFO - [Train] step: 18599, loss_mpn: 0.064956, loss_rec: 0.111115, loss_semantic: 1.026114, loss_idmrf: 14.538862, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:26:06,662 - INFO - [Train] step: 18699, loss_mpn: 0.115600, loss_rec: 0.094854, loss_semantic: 0.941519, loss_idmrf: 16.016668, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:26:39,478 - INFO - [Train] step: 18799, loss_mpn: 0.120226, loss_rec: 0.095883, loss_semantic: 1.029443, loss_idmrf: 13.272694, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:27:12,269 - INFO - [Train] step: 18899, loss_mpn: 0.093248, loss_rec: 0.099646, loss_semantic: 1.131361, loss_idmrf: 12.612801, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:27:45,009 - INFO - [Train] step: 18999, loss_mpn: 0.071076, loss_rec: 0.120860, loss_semantic: 1.130368, loss_idmrf: 12.403098, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:28:26,040 - INFO - [Eval] step: 18999, bce: 0.308612, psnr: 21.807722, ssim: 0.748525, lpips: 0.266365
+2023-03-23 13:29:02,994 - INFO - [Train] step: 19099, loss_mpn: 0.085523, loss_rec: 0.116262, loss_semantic: 1.194655, loss_idmrf: 13.414716, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:29:35,769 - INFO - [Train] step: 19199, loss_mpn: 0.126813, loss_rec: 0.097105, loss_semantic: 1.140177, loss_idmrf: 17.547195, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:30:08,530 - INFO - [Train] step: 19299, loss_mpn: 0.120081, loss_rec: 0.119106, loss_semantic: 1.088718, loss_idmrf: 16.280617, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:30:41,306 - INFO - [Train] step: 19399, loss_mpn: 0.184076, loss_rec: 0.134094, loss_semantic: 1.125577, loss_idmrf: 21.626987, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:31:14,238 - INFO - [Train] step: 19499, loss_mpn: 0.076623, loss_rec: 0.087601, loss_semantic: 0.890016, loss_idmrf: 9.971781, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:31:47,293 - INFO - [Train] step: 19599, loss_mpn: 0.080751, loss_rec: 0.097035, loss_semantic: 1.205824, loss_idmrf: 15.727531, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:32:20,382 - INFO - [Train] step: 19699, loss_mpn: 0.073140, loss_rec: 0.097006, loss_semantic: 0.943655, loss_idmrf: 11.722250, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:32:53,265 - INFO - [Train] step: 19799, loss_mpn: 0.113414, loss_rec: 0.135837, loss_semantic: 1.240836, loss_idmrf: 15.605242, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:33:26,233 - INFO - [Train] step: 19899, loss_mpn: 0.082151, loss_rec: 0.120473, loss_semantic: 1.162694, loss_idmrf: 16.951284, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:33:59,110 - INFO - [Train] step: 19999, loss_mpn: 0.075234, loss_rec: 0.086876, loss_semantic: 1.075443, loss_idmrf: 12.825472, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:34:40,120 - INFO - [Eval] step: 19999, bce: 0.274902, psnr: 21.860559, ssim: 0.749610, lpips: 0.265665
+2023-03-23 13:35:17,175 - INFO - [Train] step: 20099, loss_mpn: 0.075478, loss_rec: 0.101981, loss_semantic: 0.989507, loss_idmrf: 19.316505, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:35:49,931 - INFO - [Train] step: 20199, loss_mpn: 0.060475, loss_rec: 0.069457, loss_semantic: 0.845871, loss_idmrf: 11.716733, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:36:22,708 - INFO - [Train] step: 20299, loss_mpn: 0.081718, loss_rec: 0.096030, loss_semantic: 1.003504, loss_idmrf: 17.750626, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:36:55,771 - INFO - [Train] step: 20399, loss_mpn: 0.064431, loss_rec: 0.088480, loss_semantic: 0.942474, loss_idmrf: 15.684493, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:37:28,558 - INFO - [Train] step: 20499, loss_mpn: 0.090742, loss_rec: 0.143721, loss_semantic: 1.321200, loss_idmrf: 13.248858, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:38:01,574 - INFO - [Train] step: 20599, loss_mpn: 0.099696, loss_rec: 0.117464, loss_semantic: 1.108633, loss_idmrf: 14.006328, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:38:34,455 - INFO - [Train] step: 20699, loss_mpn: 0.068979, loss_rec: 0.083554, loss_semantic: 0.913597, loss_idmrf: 21.993378, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:39:07,267 - INFO - [Train] step: 20799, loss_mpn: 0.133586, loss_rec: 0.124192, loss_semantic: 1.215809, loss_idmrf: 15.324116, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:39:40,364 - INFO - [Train] step: 20899, loss_mpn: 0.065125, loss_rec: 0.096104, loss_semantic: 1.108306, loss_idmrf: 13.741161, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:40:13,420 - INFO - [Train] step: 20999, loss_mpn: 0.044532, loss_rec: 0.081354, loss_semantic: 0.779241, loss_idmrf: 12.902687, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:40:55,514 - INFO - [Eval] step: 20999, bce: 0.222430, psnr: 21.951937, ssim: 0.751820, lpips: 0.262182
+2023-03-23 13:41:32,464 - INFO - [Train] step: 21099, loss_mpn: 0.045603, loss_rec: 0.088793, loss_semantic: 1.153688, loss_idmrf: 11.106984, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:42:05,226 - INFO - [Train] step: 21199, loss_mpn: 0.066140, loss_rec: 0.075174, loss_semantic: 0.898979, loss_idmrf: 9.968828, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:42:38,005 - INFO - [Train] step: 21299, loss_mpn: 0.171227, loss_rec: 0.124718, loss_semantic: 1.174519, loss_idmrf: 18.579037, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:43:10,749 - INFO - [Train] step: 21399, loss_mpn: 0.120996, loss_rec: 0.127116, loss_semantic: 1.157553, loss_idmrf: 20.310602, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:43:43,512 - INFO - [Train] step: 21499, loss_mpn: 0.084034, loss_rec: 0.114070, loss_semantic: 1.116233, loss_idmrf: 20.006805, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:44:16,280 - INFO - [Train] step: 21599, loss_mpn: 0.122621, loss_rec: 0.114117, loss_semantic: 1.041368, loss_idmrf: 18.061680, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:44:49,141 - INFO - [Train] step: 21699, loss_mpn: 0.098272, loss_rec: 0.113045, loss_semantic: 0.993487, loss_idmrf: 16.522171, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:45:22,157 - INFO - [Train] step: 21799, loss_mpn: 0.187755, loss_rec: 0.124433, loss_semantic: 1.169098, loss_idmrf: 17.231897, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:45:55,020 - INFO - [Train] step: 21899, loss_mpn: 0.060231, loss_rec: 0.082411, loss_semantic: 0.985290, loss_idmrf: 15.723618, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:46:27,877 - INFO - [Train] step: 21999, loss_mpn: 0.069504, loss_rec: 0.112099, loss_semantic: 1.058971, loss_idmrf: 14.051770, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:47:08,872 - INFO - [Eval] step: 21999, bce: 0.250902, psnr: 21.911724, ssim: 0.754698, lpips: 0.260009
+2023-03-23 13:47:45,866 - INFO - [Train] step: 22099, loss_mpn: 0.125748, loss_rec: 0.178242, loss_semantic: 1.579791, loss_idmrf: 22.654373, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:48:18,653 - INFO - [Train] step: 22199, loss_mpn: 0.055016, loss_rec: 0.082727, loss_semantic: 0.860142, loss_idmrf: 13.076500, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:48:51,402 - INFO - [Train] step: 22299, loss_mpn: 0.080596, loss_rec: 0.088762, loss_semantic: 0.983978, loss_idmrf: 9.735366, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:49:24,195 - INFO - [Train] step: 22399, loss_mpn: 0.108701, loss_rec: 0.122445, loss_semantic: 1.281191, loss_idmrf: 12.838716, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:49:56,957 - INFO - [Train] step: 22499, loss_mpn: 0.115706, loss_rec: 0.131645, loss_semantic: 1.216441, loss_idmrf: 20.879189, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:50:29,758 - INFO - [Train] step: 22599, loss_mpn: 0.076583, loss_rec: 0.098193, loss_semantic: 1.102007, loss_idmrf: 13.042994, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:51:02,552 - INFO - [Train] step: 22699, loss_mpn: 0.072694, loss_rec: 0.130559, loss_semantic: 1.272647, loss_idmrf: 16.450130, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:51:35,325 - INFO - [Train] step: 22799, loss_mpn: 0.087817, loss_rec: 0.091794, loss_semantic: 1.106042, loss_idmrf: 14.303385, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:52:08,097 - INFO - [Train] step: 22899, loss_mpn: 0.097126, loss_rec: 0.120974, loss_semantic: 1.224214, loss_idmrf: 18.280565, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:52:40,820 - INFO - [Train] step: 22999, loss_mpn: 0.103505, loss_rec: 0.098905, loss_semantic: 1.000113, loss_idmrf: 11.333654, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:53:21,576 - INFO - [Eval] step: 22999, bce: 0.289311, psnr: 22.101244, ssim: 0.751669, lpips: 0.257917
+2023-03-23 13:53:58,386 - INFO - [Train] step: 23099, loss_mpn: 0.083866, loss_rec: 0.107176, loss_semantic: 0.995712, loss_idmrf: 15.838260, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:54:31,140 - INFO - [Train] step: 23199, loss_mpn: 0.068563, loss_rec: 0.081604, loss_semantic: 0.849988, loss_idmrf: 14.929846, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:55:03,935 - INFO - [Train] step: 23299, loss_mpn: 0.066298, loss_rec: 0.069307, loss_semantic: 0.805301, loss_idmrf: 12.699639, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:55:36,698 - INFO - [Train] step: 23399, loss_mpn: 0.046511, loss_rec: 0.101434, loss_semantic: 1.135401, loss_idmrf: 12.584901, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:56:09,477 - INFO - [Train] step: 23499, loss_mpn: 0.078848, loss_rec: 0.086064, loss_semantic: 1.096576, loss_idmrf: 13.671721, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:56:42,374 - INFO - [Train] step: 23599, loss_mpn: 0.069073, loss_rec: 0.094171, loss_semantic: 1.058367, loss_idmrf: 16.194862, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:57:15,343 - INFO - [Train] step: 23699, loss_mpn: 0.064471, loss_rec: 0.081135, loss_semantic: 0.893680, loss_idmrf: 14.969200, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:57:48,253 - INFO - [Train] step: 23799, loss_mpn: 0.072275, loss_rec: 0.104264, loss_semantic: 1.122059, loss_idmrf: 15.841782, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:58:21,111 - INFO - [Train] step: 23899, loss_mpn: 0.074756, loss_rec: 0.088979, loss_semantic: 1.039472, loss_idmrf: 14.906054, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:58:53,972 - INFO - [Train] step: 23999, loss_mpn: 0.068542, loss_rec: 0.087432, loss_semantic: 0.987092, loss_idmrf: 11.251165, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:59:35,972 - INFO - [Eval] step: 23999, bce: 0.216331, psnr: 22.059889, ssim: 0.753599, lpips: 0.259689
+2023-03-23 14:00:12,969 - INFO - [Train] step: 24099, loss_mpn: 0.077473, loss_rec: 0.107627, loss_semantic: 1.000371, loss_idmrf: 15.142356, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:00:45,754 - INFO - [Train] step: 24199, loss_mpn: 0.124409, loss_rec: 0.140663, loss_semantic: 1.360210, loss_idmrf: 16.190868, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:01:18,551 - INFO - [Train] step: 24299, loss_mpn: 0.032461, loss_rec: 0.072216, loss_semantic: 0.830889, loss_idmrf: 8.953170, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:01:51,320 - INFO - [Train] step: 24399, loss_mpn: 0.024658, loss_rec: 0.063344, loss_semantic: 0.857251, loss_idmrf: 7.803978, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:02:24,402 - INFO - [Train] step: 24499, loss_mpn: 0.070244, loss_rec: 0.097653, loss_semantic: 0.939210, loss_idmrf: 18.357458, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:02:57,573 - INFO - [Train] step: 24599, loss_mpn: 0.116956, loss_rec: 0.131128, loss_semantic: 1.190504, loss_idmrf: 20.580261, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:03:30,525 - INFO - [Train] step: 24699, loss_mpn: 0.079502, loss_rec: 0.112053, loss_semantic: 1.141301, loss_idmrf: 17.358856, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:04:03,301 - INFO - [Train] step: 24799, loss_mpn: 0.074821, loss_rec: 0.095357, loss_semantic: 0.891100, loss_idmrf: 12.665007, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:04:36,486 - INFO - [Train] step: 24899, loss_mpn: 0.166870, loss_rec: 0.127939, loss_semantic: 1.188358, loss_idmrf: 18.876858, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:05:09,394 - INFO - [Train] step: 24999, loss_mpn: 0.040988, loss_rec: 0.073356, loss_semantic: 0.834035, loss_idmrf: 12.435173, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:05:50,617 - INFO - [Eval] step: 24999, bce: 0.194852, psnr: 22.162979, ssim: 0.757751, lpips: 0.254555
+2023-03-23 14:06:27,658 - INFO - [Train] step: 25099, loss_mpn: 0.182727, loss_rec: 0.160495, loss_semantic: 1.273776, loss_idmrf: 19.155975, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:07:00,494 - INFO - [Train] step: 25199, loss_mpn: 0.102561, loss_rec: 0.117521, loss_semantic: 1.159453, loss_idmrf: 14.559517, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:07:33,257 - INFO - [Train] step: 25299, loss_mpn: 0.061903, loss_rec: 0.104270, loss_semantic: 1.046310, loss_idmrf: 14.914389, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:08:06,484 - INFO - [Train] step: 25399, loss_mpn: 0.171637, loss_rec: 0.124332, loss_semantic: 1.191465, loss_idmrf: 15.307159, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:08:39,684 - INFO - [Train] step: 25499, loss_mpn: 0.101682, loss_rec: 0.117708, loss_semantic: 1.014785, loss_idmrf: 22.044668, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:09:12,915 - INFO - [Train] step: 25599, loss_mpn: 0.100705, loss_rec: 0.085269, loss_semantic: 0.948257, loss_idmrf: 16.025295, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:09:46,072 - INFO - [Train] step: 25699, loss_mpn: 0.162827, loss_rec: 0.143903, loss_semantic: 1.189726, loss_idmrf: 15.356686, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:10:19,248 - INFO - [Train] step: 25799, loss_mpn: 0.044303, loss_rec: 0.075833, loss_semantic: 0.762945, loss_idmrf: 13.080266, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:10:52,197 - INFO - [Train] step: 25899, loss_mpn: 0.081745, loss_rec: 0.075069, loss_semantic: 0.863427, loss_idmrf: 15.764437, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:11:25,246 - INFO - [Train] step: 25999, loss_mpn: 0.073568, loss_rec: 0.094642, loss_semantic: 1.101842, loss_idmrf: 12.599355, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:12:06,109 - INFO - [Eval] step: 25999, bce: 0.210510, psnr: 21.800055, ssim: 0.744870, lpips: 0.257277
+2023-03-23 14:12:43,267 - INFO - [Train] step: 26099, loss_mpn: 0.037975, loss_rec: 0.060370, loss_semantic: 0.877952, loss_idmrf: 6.199043, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:13:16,027 - INFO - [Train] step: 26199, loss_mpn: 0.040800, loss_rec: 0.079327, loss_semantic: 0.901841, loss_idmrf: 11.012499, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:13:49,018 - INFO - [Train] step: 26299, loss_mpn: 0.048012, loss_rec: 0.109046, loss_semantic: 1.045008, loss_idmrf: 13.203231, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:14:22,138 - INFO - [Train] step: 26399, loss_mpn: 0.031450, loss_rec: 0.107233, loss_semantic: 1.084160, loss_idmrf: 14.322798, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:14:55,250 - INFO - [Train] step: 26499, loss_mpn: 0.069376, loss_rec: 0.097095, loss_semantic: 0.957264, loss_idmrf: 15.494072, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:15:28,436 - INFO - [Train] step: 26599, loss_mpn: 0.105150, loss_rec: 0.120251, loss_semantic: 1.214689, loss_idmrf: 15.528347, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:16:01,511 - INFO - [Train] step: 26699, loss_mpn: 0.100277, loss_rec: 0.086589, loss_semantic: 0.921979, loss_idmrf: 13.590012, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:16:34,714 - INFO - [Train] step: 26799, loss_mpn: 0.132093, loss_rec: 0.110458, loss_semantic: 1.124723, loss_idmrf: 15.097963, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:17:07,623 - INFO - [Train] step: 26899, loss_mpn: 0.056850, loss_rec: 0.066515, loss_semantic: 0.769074, loss_idmrf: 11.799051, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:17:40,756 - INFO - [Train] step: 26999, loss_mpn: 0.092061, loss_rec: 0.076979, loss_semantic: 0.872271, loss_idmrf: 14.145222, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:18:21,801 - INFO - [Eval] step: 26999, bce: 0.187925, psnr: 22.251043, ssim: 0.760681, lpips: 0.251262
+2023-03-23 14:18:58,873 - INFO - [Train] step: 27099, loss_mpn: 0.115323, loss_rec: 0.104266, loss_semantic: 0.966227, loss_idmrf: 16.061687, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:19:31,682 - INFO - [Train] step: 27199, loss_mpn: 0.064317, loss_rec: 0.098680, loss_semantic: 0.983544, loss_idmrf: 12.778562, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:20:04,636 - INFO - [Train] step: 27299, loss_mpn: 0.087442, loss_rec: 0.112633, loss_semantic: 1.159197, loss_idmrf: 16.742214, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:20:37,909 - INFO - [Train] step: 27399, loss_mpn: 0.090016, loss_rec: 0.096870, loss_semantic: 1.057446, loss_idmrf: 15.242789, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:21:11,128 - INFO - [Train] step: 27499, loss_mpn: 0.077961, loss_rec: 0.095090, loss_semantic: 1.032261, loss_idmrf: 13.615448, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:21:44,329 - INFO - [Train] step: 27599, loss_mpn: 0.042316, loss_rec: 0.091738, loss_semantic: 0.961713, loss_idmrf: 14.975172, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:22:17,455 - INFO - [Train] step: 27699, loss_mpn: 0.131350, loss_rec: 0.081453, loss_semantic: 0.965724, loss_idmrf: 18.241035, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:22:50,570 - INFO - [Train] step: 27799, loss_mpn: 0.028240, loss_rec: 0.087434, loss_semantic: 0.909792, loss_idmrf: 10.790341, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:23:23,760 - INFO - [Train] step: 27899, loss_mpn: 0.190219, loss_rec: 0.129911, loss_semantic: 1.249182, loss_idmrf: 18.808975, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:23:57,266 - INFO - [Train] step: 27999, loss_mpn: 0.060320, loss_rec: 0.101649, loss_semantic: 1.020294, loss_idmrf: 8.995859, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:24:38,574 - INFO - [Eval] step: 27999, bce: 0.190614, psnr: 22.158421, ssim: 0.755692, lpips: 0.249006
+2023-03-23 14:25:15,747 - INFO - [Train] step: 28099, loss_mpn: 0.047724, loss_rec: 0.098741, loss_semantic: 1.077073, loss_idmrf: 15.680915, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:25:48,695 - INFO - [Train] step: 28199, loss_mpn: 0.051726, loss_rec: 0.094232, loss_semantic: 1.123203, loss_idmrf: 11.041530, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:26:22,244 - INFO - [Train] step: 28299, loss_mpn: 0.021015, loss_rec: 0.068335, loss_semantic: 0.860676, loss_idmrf: 12.797007, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:26:55,957 - INFO - [Train] step: 28399, loss_mpn: 0.039204, loss_rec: 0.066097, loss_semantic: 0.810393, loss_idmrf: 11.990218, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:27:29,524 - INFO - [Train] step: 28499, loss_mpn: 0.071063, loss_rec: 0.124326, loss_semantic: 1.191660, loss_idmrf: 15.381565, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:28:03,037 - INFO - [Train] step: 28599, loss_mpn: 0.101500, loss_rec: 0.122064, loss_semantic: 1.111346, loss_idmrf: 18.992725, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:28:36,532 - INFO - [Train] step: 28699, loss_mpn: 0.056022, loss_rec: 0.107838, loss_semantic: 1.040255, loss_idmrf: 11.701966, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:29:10,058 - INFO - [Train] step: 28799, loss_mpn: 0.054296, loss_rec: 0.077903, loss_semantic: 0.917608, loss_idmrf: 12.773723, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:29:43,549 - INFO - [Train] step: 28899, loss_mpn: 0.054415, loss_rec: 0.081520, loss_semantic: 0.987426, loss_idmrf: 10.288349, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:30:17,015 - INFO - [Train] step: 28999, loss_mpn: 0.139679, loss_rec: 0.123591, loss_semantic: 1.043489, loss_idmrf: 11.965080, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:30:59,401 - INFO - [Eval] step: 28999, bce: 0.203048, psnr: 22.293903, ssim: 0.764061, lpips: 0.243464
+2023-03-23 14:31:36,491 - INFO - [Train] step: 29099, loss_mpn: 0.036335, loss_rec: 0.063876, loss_semantic: 0.745903, loss_idmrf: 7.017188, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:32:10,115 - INFO - [Train] step: 29199, loss_mpn: 0.033770, loss_rec: 0.065216, loss_semantic: 0.876277, loss_idmrf: 8.598675, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:32:43,509 - INFO - [Train] step: 29299, loss_mpn: 0.068291, loss_rec: 0.122135, loss_semantic: 1.151384, loss_idmrf: 11.687310, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:33:16,838 - INFO - [Train] step: 29399, loss_mpn: 0.063008, loss_rec: 0.063790, loss_semantic: 0.866563, loss_idmrf: 11.466970, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:33:50,681 - INFO - [Train] step: 29499, loss_mpn: 0.108172, loss_rec: 0.115311, loss_semantic: 1.074976, loss_idmrf: 17.069136, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:34:24,105 - INFO - [Train] step: 29599, loss_mpn: 0.056952, loss_rec: 0.070941, loss_semantic: 0.823195, loss_idmrf: 13.384601, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:34:57,585 - INFO - [Train] step: 29699, loss_mpn: 0.049847, loss_rec: 0.090722, loss_semantic: 0.798515, loss_idmrf: 13.868626, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:35:30,988 - INFO - [Train] step: 29799, loss_mpn: 0.066121, loss_rec: 0.106407, loss_semantic: 1.149475, loss_idmrf: 17.779295, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:36:04,450 - INFO - [Train] step: 29899, loss_mpn: 0.049926, loss_rec: 0.084711, loss_semantic: 0.860567, loss_idmrf: 9.248982, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:36:37,820 - INFO - [Train] step: 29999, loss_mpn: 0.045789, loss_rec: 0.087136, loss_semantic: 0.929167, loss_idmrf: 15.103247, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:37:20,209 - INFO - [Eval] step: 29999, bce: 0.205453, psnr: 22.296545, ssim: 0.764647, lpips: 0.243307
+2023-03-23 14:37:57,452 - INFO - [Train] step: 30099, loss_mpn: 0.093951, loss_rec: 0.088938, loss_semantic: 0.997111, loss_idmrf: 9.033138, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:38:30,540 - INFO - [Train] step: 30199, loss_mpn: 0.039473, loss_rec: 0.082699, loss_semantic: 0.918126, loss_idmrf: 10.573466, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:39:04,200 - INFO - [Train] step: 30299, loss_mpn: 0.120136, loss_rec: 0.107004, loss_semantic: 1.050615, loss_idmrf: 16.140070, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:39:37,686 - INFO - [Train] step: 30399, loss_mpn: 0.025590, loss_rec: 0.066847, loss_semantic: 0.857934, loss_idmrf: 11.222193, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:40:10,978 - INFO - [Train] step: 30499, loss_mpn: 0.069105, loss_rec: 0.088489, loss_semantic: 0.973046, loss_idmrf: 12.150291, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:40:44,406 - INFO - [Train] step: 30599, loss_mpn: 0.034044, loss_rec: 0.070657, loss_semantic: 0.685255, loss_idmrf: 15.479724, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:41:17,825 - INFO - [Train] step: 30699, loss_mpn: 0.046881, loss_rec: 0.067902, loss_semantic: 0.886764, loss_idmrf: 11.009563, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:41:51,246 - INFO - [Train] step: 30799, loss_mpn: 0.045011, loss_rec: 0.070251, loss_semantic: 0.780834, loss_idmrf: 13.684559, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:42:24,605 - INFO - [Train] step: 30899, loss_mpn: 0.065113, loss_rec: 0.080793, loss_semantic: 1.006258, loss_idmrf: 7.954766, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:42:58,043 - INFO - [Train] step: 30999, loss_mpn: 0.161008, loss_rec: 0.149258, loss_semantic: 1.420548, loss_idmrf: 18.825397, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:43:40,699 - INFO - [Eval] step: 30999, bce: 0.190259, psnr: 22.280251, ssim: 0.763630, lpips: 0.244032
+2023-03-23 14:44:17,855 - INFO - [Train] step: 31099, loss_mpn: 0.048127, loss_rec: 0.083479, loss_semantic: 0.857438, loss_idmrf: 11.214571, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:44:50,949 - INFO - [Train] step: 31199, loss_mpn: 0.053674, loss_rec: 0.083988, loss_semantic: 1.018661, loss_idmrf: 9.192608, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:45:24,358 - INFO - [Train] step: 31299, loss_mpn: 0.044302, loss_rec: 0.075938, loss_semantic: 0.929215, loss_idmrf: 8.578056, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:45:57,756 - INFO - [Train] step: 31399, loss_mpn: 0.077014, loss_rec: 0.085447, loss_semantic: 1.010514, loss_idmrf: 10.348766, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:46:31,095 - INFO - [Train] step: 31499, loss_mpn: 0.043136, loss_rec: 0.063136, loss_semantic: 0.774747, loss_idmrf: 9.518167, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:47:04,222 - INFO - [Train] step: 31599, loss_mpn: 0.097221, loss_rec: 0.095006, loss_semantic: 1.125103, loss_idmrf: 11.676224, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:47:37,549 - INFO - [Train] step: 31699, loss_mpn: 0.137483, loss_rec: 0.083833, loss_semantic: 0.884512, loss_idmrf: 13.466452, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:48:10,861 - INFO - [Train] step: 31799, loss_mpn: 0.049831, loss_rec: 0.091169, loss_semantic: 1.053825, loss_idmrf: 13.316365, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:48:44,065 - INFO - [Train] step: 31899, loss_mpn: 0.107656, loss_rec: 0.124595, loss_semantic: 1.172838, loss_idmrf: 13.356400, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:49:17,455 - INFO - [Train] step: 31999, loss_mpn: 0.085004, loss_rec: 0.096821, loss_semantic: 1.064647, loss_idmrf: 13.403885, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:49:58,342 - INFO - [Eval] step: 31999, bce: 0.190722, psnr: 22.326714, ssim: 0.763838, lpips: 0.238770
+2023-03-23 14:50:35,431 - INFO - [Train] step: 32099, loss_mpn: 0.057686, loss_rec: 0.085015, loss_semantic: 0.942363, loss_idmrf: 16.904022, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:51:08,274 - INFO - [Train] step: 32199, loss_mpn: 0.089869, loss_rec: 0.122038, loss_semantic: 1.133281, loss_idmrf: 14.237325, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:51:41,333 - INFO - [Train] step: 32299, loss_mpn: 0.069425, loss_rec: 0.126917, loss_semantic: 1.142869, loss_idmrf: 23.263100, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:52:14,557 - INFO - [Train] step: 32399, loss_mpn: 0.088876, loss_rec: 0.119685, loss_semantic: 1.198363, loss_idmrf: 13.694448, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:52:47,589 - INFO - [Train] step: 32499, loss_mpn: 0.036843, loss_rec: 0.062064, loss_semantic: 0.755694, loss_idmrf: 10.349471, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:53:20,889 - INFO - [Train] step: 32599, loss_mpn: 0.079545, loss_rec: 0.117235, loss_semantic: 1.162344, loss_idmrf: 19.416519, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:53:53,990 - INFO - [Train] step: 32699, loss_mpn: 0.105408, loss_rec: 0.120365, loss_semantic: 1.115647, loss_idmrf: 20.328875, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:54:27,032 - INFO - [Train] step: 32799, loss_mpn: 0.043497, loss_rec: 0.068311, loss_semantic: 0.775710, loss_idmrf: 12.778773, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:55:00,085 - INFO - [Train] step: 32899, loss_mpn: 0.047982, loss_rec: 0.087272, loss_semantic: 0.851992, loss_idmrf: 11.958303, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:55:32,987 - INFO - [Train] step: 32999, loss_mpn: 0.037738, loss_rec: 0.086629, loss_semantic: 0.927058, loss_idmrf: 13.077563, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:56:13,981 - INFO - [Eval] step: 32999, bce: 0.174047, psnr: 22.493031, ssim: 0.769304, lpips: 0.239167
+2023-03-23 14:56:50,930 - INFO - [Train] step: 33099, loss_mpn: 0.069127, loss_rec: 0.101525, loss_semantic: 1.135846, loss_idmrf: 11.528872, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:57:23,737 - INFO - [Train] step: 33199, loss_mpn: 0.019232, loss_rec: 0.052528, loss_semantic: 0.693689, loss_idmrf: 7.805715, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:57:56,762 - INFO - [Train] step: 33299, loss_mpn: 0.086549, loss_rec: 0.100792, loss_semantic: 0.935002, loss_idmrf: 14.103020, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:58:29,727 - INFO - [Train] step: 33399, loss_mpn: 0.095141, loss_rec: 0.139971, loss_semantic: 1.272134, loss_idmrf: 16.506798, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:59:02,768 - INFO - [Train] step: 33499, loss_mpn: 0.080461, loss_rec: 0.112245, loss_semantic: 1.151163, loss_idmrf: 11.570471, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:59:36,088 - INFO - [Train] step: 33599, loss_mpn: 0.039520, loss_rec: 0.079651, loss_semantic: 0.991633, loss_idmrf: 12.394220, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:00:09,090 - INFO - [Train] step: 33699, loss_mpn: 0.053854, loss_rec: 0.059463, loss_semantic: 0.833362, loss_idmrf: 10.190815, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:00:42,018 - INFO - [Train] step: 33799, loss_mpn: 0.040145, loss_rec: 0.084725, loss_semantic: 0.969640, loss_idmrf: 9.716044, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:01:15,177 - INFO - [Train] step: 33899, loss_mpn: 0.058152, loss_rec: 0.117073, loss_semantic: 1.033532, loss_idmrf: 11.567584, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:01:48,099 - INFO - [Train] step: 33999, loss_mpn: 0.043162, loss_rec: 0.076550, loss_semantic: 0.937101, loss_idmrf: 8.938555, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:02:29,487 - INFO - [Eval] step: 33999, bce: 0.170207, psnr: 22.289249, ssim: 0.770954, lpips: 0.236954
+2023-03-23 15:03:06,609 - INFO - [Train] step: 34099, loss_mpn: 0.065404, loss_rec: 0.097840, loss_semantic: 1.032655, loss_idmrf: 11.286443, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:03:39,731 - INFO - [Train] step: 34199, loss_mpn: 0.089154, loss_rec: 0.107375, loss_semantic: 1.230297, loss_idmrf: 19.165810, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:04:12,937 - INFO - [Train] step: 34299, loss_mpn: 0.099394, loss_rec: 0.146241, loss_semantic: 1.376505, loss_idmrf: 14.691824, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:04:46,052 - INFO - [Train] step: 34399, loss_mpn: 0.041184, loss_rec: 0.081022, loss_semantic: 0.913922, loss_idmrf: 12.691191, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:05:19,430 - INFO - [Train] step: 34499, loss_mpn: 0.055458, loss_rec: 0.100170, loss_semantic: 1.112386, loss_idmrf: 9.699302, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:05:52,537 - INFO - [Train] step: 34599, loss_mpn: 0.037921, loss_rec: 0.055114, loss_semantic: 0.751105, loss_idmrf: 14.530479, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:06:25,421 - INFO - [Train] step: 34699, loss_mpn: 0.066956, loss_rec: 0.083011, loss_semantic: 0.859731, loss_idmrf: 8.371500, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:06:58,983 - INFO - [Train] step: 34799, loss_mpn: 0.058234, loss_rec: 0.123578, loss_semantic: 1.186531, loss_idmrf: 11.214134, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:07:32,225 - INFO - [Train] step: 34899, loss_mpn: 0.053209, loss_rec: 0.085868, loss_semantic: 0.908978, loss_idmrf: 12.644385, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:08:05,348 - INFO - [Train] step: 34999, loss_mpn: 0.111793, loss_rec: 0.181327, loss_semantic: 1.521029, loss_idmrf: 20.324497, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:08:46,303 - INFO - [Eval] step: 34999, bce: 0.161185, psnr: 22.596786, ssim: 0.773084, lpips: 0.232581
+2023-03-23 15:09:23,479 - INFO - [Train] step: 35099, loss_mpn: 0.048931, loss_rec: 0.089864, loss_semantic: 0.945458, loss_idmrf: 9.156352, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:09:56,656 - INFO - [Train] step: 35199, loss_mpn: 0.058821, loss_rec: 0.082764, loss_semantic: 0.872223, loss_idmrf: 10.757691, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:10:30,099 - INFO - [Train] step: 35299, loss_mpn: 0.057951, loss_rec: 0.062930, loss_semantic: 0.786973, loss_idmrf: 8.298330, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:11:03,181 - INFO - [Train] step: 35399, loss_mpn: 0.063383, loss_rec: 0.087861, loss_semantic: 1.008547, loss_idmrf: 11.666368, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:11:36,872 - INFO - [Train] step: 35499, loss_mpn: 0.094529, loss_rec: 0.097135, loss_semantic: 1.052389, loss_idmrf: 15.824301, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:12:10,099 - INFO - [Train] step: 35599, loss_mpn: 0.051182, loss_rec: 0.078514, loss_semantic: 0.868735, loss_idmrf: 12.507222, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:12:43,329 - INFO - [Train] step: 35699, loss_mpn: 0.045373, loss_rec: 0.083383, loss_semantic: 0.866404, loss_idmrf: 8.036227, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:13:16,941 - INFO - [Train] step: 35799, loss_mpn: 0.083769, loss_rec: 0.097740, loss_semantic: 1.038885, loss_idmrf: 15.083820, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:13:50,304 - INFO - [Train] step: 35899, loss_mpn: 0.053697, loss_rec: 0.094864, loss_semantic: 0.939116, loss_idmrf: 12.026011, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:14:23,498 - INFO - [Train] step: 35999, loss_mpn: 0.051205, loss_rec: 0.083436, loss_semantic: 0.992063, loss_idmrf: 11.099663, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:15:04,949 - INFO - [Eval] step: 35999, bce: 0.147516, psnr: 22.527782, ssim: 0.775388, lpips: 0.232433
+2023-03-23 15:15:42,141 - INFO - [Train] step: 36099, loss_mpn: 0.079050, loss_rec: 0.124231, loss_semantic: 1.061755, loss_idmrf: 15.290384, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:16:15,242 - INFO - [Train] step: 36199, loss_mpn: 0.060036, loss_rec: 0.080515, loss_semantic: 0.862784, loss_idmrf: 13.510178, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:16:48,629 - INFO - [Train] step: 36299, loss_mpn: 0.053758, loss_rec: 0.078781, loss_semantic: 0.874468, loss_idmrf: 9.918854, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:17:21,818 - INFO - [Train] step: 36399, loss_mpn: 0.069827, loss_rec: 0.099851, loss_semantic: 1.017892, loss_idmrf: 13.398661, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:17:55,368 - INFO - [Train] step: 36499, loss_mpn: 0.072962, loss_rec: 0.078743, loss_semantic: 0.977331, loss_idmrf: 14.258158, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:18:28,727 - INFO - [Train] step: 36599, loss_mpn: 0.095204, loss_rec: 0.112092, loss_semantic: 1.078542, loss_idmrf: 18.111361, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:19:02,166 - INFO - [Train] step: 36699, loss_mpn: 0.053039, loss_rec: 0.091404, loss_semantic: 0.856229, loss_idmrf: 12.191359, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:19:35,368 - INFO - [Train] step: 36799, loss_mpn: 0.080914, loss_rec: 0.095160, loss_semantic: 1.113454, loss_idmrf: 11.516766, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:20:08,859 - INFO - [Train] step: 36899, loss_mpn: 0.059169, loss_rec: 0.096065, loss_semantic: 0.897883, loss_idmrf: 9.568491, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:20:42,262 - INFO - [Train] step: 36999, loss_mpn: 0.062018, loss_rec: 0.105050, loss_semantic: 1.018255, loss_idmrf: 12.195924, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:21:23,184 - INFO - [Eval] step: 36999, bce: 0.144720, psnr: 22.553041, ssim: 0.777644, lpips: 0.228190
+2023-03-23 15:22:00,209 - INFO - [Train] step: 37099, loss_mpn: 0.053063, loss_rec: 0.115100, loss_semantic: 1.154364, loss_idmrf: 10.814157, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:22:33,296 - INFO - [Train] step: 37199, loss_mpn: 0.092216, loss_rec: 0.099816, loss_semantic: 1.016252, loss_idmrf: 10.820244, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:23:06,485 - INFO - [Train] step: 37299, loss_mpn: 0.132784, loss_rec: 0.116637, loss_semantic: 1.050208, loss_idmrf: 13.027894, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:23:39,907 - INFO - [Train] step: 37399, loss_mpn: 0.053040, loss_rec: 0.082641, loss_semantic: 0.826063, loss_idmrf: 18.018135, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:24:13,133 - INFO - [Train] step: 37499, loss_mpn: 0.051264, loss_rec: 0.094121, loss_semantic: 0.855256, loss_idmrf: 15.893085, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:24:46,228 - INFO - [Train] step: 37599, loss_mpn: 0.085869, loss_rec: 0.086820, loss_semantic: 0.986913, loss_idmrf: 13.984597, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:25:19,422 - INFO - [Train] step: 37699, loss_mpn: 0.050200, loss_rec: 0.088678, loss_semantic: 1.009696, loss_idmrf: 9.091602, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:25:52,741 - INFO - [Train] step: 37799, loss_mpn: 0.037841, loss_rec: 0.065919, loss_semantic: 0.775759, loss_idmrf: 9.664973, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:26:26,153 - INFO - [Train] step: 37899, loss_mpn: 0.042101, loss_rec: 0.069635, loss_semantic: 0.785928, loss_idmrf: 9.232529, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:26:59,494 - INFO - [Train] step: 37999, loss_mpn: 0.064543, loss_rec: 0.100947, loss_semantic: 1.093402, loss_idmrf: 15.931856, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:27:40,478 - INFO - [Eval] step: 37999, bce: 0.149284, psnr: 22.726469, ssim: 0.776498, lpips: 0.229909
+2023-03-23 15:28:17,620 - INFO - [Train] step: 38099, loss_mpn: 0.021837, loss_rec: 0.054831, loss_semantic: 0.665807, loss_idmrf: 7.971025, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:28:50,990 - INFO - [Train] step: 38199, loss_mpn: 0.057308, loss_rec: 0.124877, loss_semantic: 1.141929, loss_idmrf: 13.886974, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:29:24,174 - INFO - [Train] step: 38299, loss_mpn: 0.056271, loss_rec: 0.097126, loss_semantic: 0.858454, loss_idmrf: 12.547515, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:29:57,479 - INFO - [Train] step: 38399, loss_mpn: 0.045292, loss_rec: 0.092705, loss_semantic: 0.867586, loss_idmrf: 12.104485, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:30:30,930 - INFO - [Train] step: 38499, loss_mpn: 0.060998, loss_rec: 0.065127, loss_semantic: 0.937925, loss_idmrf: 10.173292, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:31:04,240 - INFO - [Train] step: 38599, loss_mpn: 0.033877, loss_rec: 0.084139, loss_semantic: 0.915995, loss_idmrf: 11.355895, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:31:37,544 - INFO - [Train] step: 38699, loss_mpn: 0.068734, loss_rec: 0.111696, loss_semantic: 1.067239, loss_idmrf: 14.727066, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:32:10,843 - INFO - [Train] step: 38799, loss_mpn: 0.037383, loss_rec: 0.082002, loss_semantic: 0.885908, loss_idmrf: 10.746574, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:32:44,105 - INFO - [Train] step: 38899, loss_mpn: 0.022563, loss_rec: 0.071933, loss_semantic: 0.859292, loss_idmrf: 8.339594, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:33:17,509 - INFO - [Train] step: 38999, loss_mpn: 0.062536, loss_rec: 0.098538, loss_semantic: 1.012952, loss_idmrf: 12.790558, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:33:58,305 - INFO - [Eval] step: 38999, bce: 0.139912, psnr: 22.679161, ssim: 0.776185, lpips: 0.230895
+2023-03-23 15:34:35,485 - INFO - [Train] step: 39099, loss_mpn: 0.071341, loss_rec: 0.117074, loss_semantic: 1.083298, loss_idmrf: 15.247252, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:35:09,121 - INFO - [Train] step: 39199, loss_mpn: 0.050094, loss_rec: 0.077103, loss_semantic: 0.865309, loss_idmrf: 8.156481, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:35:42,608 - INFO - [Train] step: 39299, loss_mpn: 0.033837, loss_rec: 0.074857, loss_semantic: 0.908617, loss_idmrf: 7.152798, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:36:16,108 - INFO - [Train] step: 39399, loss_mpn: 0.093052, loss_rec: 0.096167, loss_semantic: 1.007826, loss_idmrf: 12.398558, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:36:49,585 - INFO - [Train] step: 39499, loss_mpn: 0.018349, loss_rec: 0.058308, loss_semantic: 0.736433, loss_idmrf: 4.892148, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:37:22,845 - INFO - [Train] step: 39599, loss_mpn: 0.056635, loss_rec: 0.078820, loss_semantic: 0.831617, loss_idmrf: 9.003494, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:37:55,995 - INFO - [Train] step: 39699, loss_mpn: 0.104488, loss_rec: 0.105462, loss_semantic: 0.997021, loss_idmrf: 14.602523, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:38:29,432 - INFO - [Train] step: 39799, loss_mpn: 0.106242, loss_rec: 0.109995, loss_semantic: 0.988779, loss_idmrf: 14.485542, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:39:02,962 - INFO - [Train] step: 39899, loss_mpn: 0.082002, loss_rec: 0.098666, loss_semantic: 1.042549, loss_idmrf: 18.710251, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:39:36,384 - INFO - [Train] step: 39999, loss_mpn: 0.042136, loss_rec: 0.076591, loss_semantic: 0.770771, loss_idmrf: 9.793646, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:40:17,403 - INFO - [Eval] step: 39999, bce: 0.163298, psnr: 22.486023, ssim: 0.778313, lpips: 0.228855
+2023-03-23 15:40:54,766 - INFO - [Train] step: 40099, loss_mpn: 0.066156, loss_rec: 0.081611, loss_semantic: 0.861361, loss_idmrf: 9.528522, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:41:28,080 - INFO - [Train] step: 40199, loss_mpn: 0.057054, loss_rec: 0.069793, loss_semantic: 0.819935, loss_idmrf: 9.801197, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:42:01,458 - INFO - [Train] step: 40299, loss_mpn: 0.090218, loss_rec: 0.117008, loss_semantic: 1.099293, loss_idmrf: 16.058872, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:42:34,696 - INFO - [Train] step: 40399, loss_mpn: 0.083482, loss_rec: 0.125930, loss_semantic: 1.222577, loss_idmrf: 13.338065, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:43:07,837 - INFO - [Train] step: 40499, loss_mpn: 0.037905, loss_rec: 0.060411, loss_semantic: 0.768624, loss_idmrf: 11.612270, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:43:41,191 - INFO - [Train] step: 40599, loss_mpn: 0.072766, loss_rec: 0.084583, loss_semantic: 0.950487, loss_idmrf: 11.815050, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:44:14,428 - INFO - [Train] step: 40699, loss_mpn: 0.060709, loss_rec: 0.062963, loss_semantic: 0.755089, loss_idmrf: 6.832467, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:44:47,502 - INFO - [Train] step: 40799, loss_mpn: 0.026562, loss_rec: 0.053020, loss_semantic: 0.720988, loss_idmrf: 4.008410, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:45:20,640 - INFO - [Train] step: 40899, loss_mpn: 0.078013, loss_rec: 0.110945, loss_semantic: 1.159135, loss_idmrf: 13.566868, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:45:53,910 - INFO - [Train] step: 40999, loss_mpn: 0.064807, loss_rec: 0.090750, loss_semantic: 0.934642, loss_idmrf: 7.700733, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:46:35,209 - INFO - [Eval] step: 40999, bce: 0.148528, psnr: 22.751383, ssim: 0.781319, lpips: 0.226359
+2023-03-23 15:47:12,372 - INFO - [Train] step: 41099, loss_mpn: 0.111284, loss_rec: 0.130160, loss_semantic: 1.124820, loss_idmrf: 13.647211, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:47:45,377 - INFO - [Train] step: 41199, loss_mpn: 0.075309, loss_rec: 0.098012, loss_semantic: 0.960009, loss_idmrf: 11.456808, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:48:18,905 - INFO - [Train] step: 41299, loss_mpn: 0.070331, loss_rec: 0.082962, loss_semantic: 0.900918, loss_idmrf: 11.823858, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:48:52,374 - INFO - [Train] step: 41399, loss_mpn: 0.077961, loss_rec: 0.137666, loss_semantic: 1.211311, loss_idmrf: 16.937271, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:49:25,809 - INFO - [Train] step: 41499, loss_mpn: 0.060867, loss_rec: 0.110784, loss_semantic: 1.000506, loss_idmrf: 14.338160, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:49:59,057 - INFO - [Train] step: 41599, loss_mpn: 0.053554, loss_rec: 0.090668, loss_semantic: 1.074175, loss_idmrf: 8.808372, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:50:32,481 - INFO - [Train] step: 41699, loss_mpn: 0.030313, loss_rec: 0.072406, loss_semantic: 0.786496, loss_idmrf: 7.307920, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:51:05,770 - INFO - [Train] step: 41799, loss_mpn: 0.086789, loss_rec: 0.114903, loss_semantic: 1.129116, loss_idmrf: 20.645546, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:51:39,083 - INFO - [Train] step: 41899, loss_mpn: 0.038209, loss_rec: 0.076674, loss_semantic: 0.872982, loss_idmrf: 12.187780, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:52:12,485 - INFO - [Train] step: 41999, loss_mpn: 0.131069, loss_rec: 0.122848, loss_semantic: 1.118710, loss_idmrf: 16.551001, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:52:54,532 - INFO - [Eval] step: 41999, bce: 0.127204, psnr: 22.767199, ssim: 0.779051, lpips: 0.224504
+2023-03-23 15:53:32,044 - INFO - [Train] step: 42099, loss_mpn: 0.042376, loss_rec: 0.106590, loss_semantic: 0.996615, loss_idmrf: 10.480054, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:54:05,471 - INFO - [Train] step: 42199, loss_mpn: 0.048371, loss_rec: 0.064078, loss_semantic: 0.804642, loss_idmrf: 9.601820, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:54:38,796 - INFO - [Train] step: 42299, loss_mpn: 0.056941, loss_rec: 0.098845, loss_semantic: 1.199931, loss_idmrf: 11.507542, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:55:12,490 - INFO - [Train] step: 42399, loss_mpn: 0.058771, loss_rec: 0.104599, loss_semantic: 0.947460, loss_idmrf: 9.323325, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:55:45,981 - INFO - [Train] step: 42499, loss_mpn: 0.021246, loss_rec: 0.057296, loss_semantic: 0.729090, loss_idmrf: 7.127880, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:56:19,488 - INFO - [Train] step: 42599, loss_mpn: 0.113860, loss_rec: 0.059085, loss_semantic: 0.812457, loss_idmrf: 9.016458, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:56:52,984 - INFO - [Train] step: 42699, loss_mpn: 0.028553, loss_rec: 0.071516, loss_semantic: 0.828417, loss_idmrf: 10.167871, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:57:26,512 - INFO - [Train] step: 42799, loss_mpn: 0.043803, loss_rec: 0.090792, loss_semantic: 0.998215, loss_idmrf: 11.044579, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:57:59,961 - INFO - [Train] step: 42899, loss_mpn: 0.051598, loss_rec: 0.089463, loss_semantic: 0.933450, loss_idmrf: 12.888890, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:58:33,524 - INFO - [Train] step: 42999, loss_mpn: 0.041195, loss_rec: 0.097946, loss_semantic: 0.950934, loss_idmrf: 15.236943, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:59:15,679 - INFO - [Eval] step: 42999, bce: 0.137638, psnr: 22.721401, ssim: 0.783205, lpips: 0.225371
+2023-03-23 15:59:53,226 - INFO - [Train] step: 43099, loss_mpn: 0.053340, loss_rec: 0.067307, loss_semantic: 0.801525, loss_idmrf: 7.773111, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:00:26,578 - INFO - [Train] step: 43199, loss_mpn: 0.037930, loss_rec: 0.087297, loss_semantic: 0.949808, loss_idmrf: 10.189273, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:00:59,836 - INFO - [Train] step: 43299, loss_mpn: 0.082105, loss_rec: 0.081895, loss_semantic: 0.925031, loss_idmrf: 18.016146, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:01:33,129 - INFO - [Train] step: 43399, loss_mpn: 0.045051, loss_rec: 0.096126, loss_semantic: 0.991113, loss_idmrf: 11.592863, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:02:06,605 - INFO - [Train] step: 43499, loss_mpn: 0.073598, loss_rec: 0.090768, loss_semantic: 0.870208, loss_idmrf: 11.328947, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:02:40,203 - INFO - [Train] step: 43599, loss_mpn: 0.092763, loss_rec: 0.136882, loss_semantic: 1.299240, loss_idmrf: 18.671740, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:03:13,772 - INFO - [Train] step: 43699, loss_mpn: 0.023377, loss_rec: 0.076864, loss_semantic: 0.869062, loss_idmrf: 8.881674, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:03:47,366 - INFO - [Train] step: 43799, loss_mpn: 0.053640, loss_rec: 0.079494, loss_semantic: 0.860775, loss_idmrf: 9.180981, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:04:21,028 - INFO - [Train] step: 43899, loss_mpn: 0.054880, loss_rec: 0.086924, loss_semantic: 0.982814, loss_idmrf: 9.198101, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:04:54,510 - INFO - [Train] step: 43999, loss_mpn: 0.051378, loss_rec: 0.097798, loss_semantic: 1.052334, loss_idmrf: 13.391770, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:05:35,974 - INFO - [Eval] step: 43999, bce: 0.128456, psnr: 22.818645, ssim: 0.782055, lpips: 0.225855
+2023-03-23 16:06:13,388 - INFO - [Train] step: 44099, loss_mpn: 0.048518, loss_rec: 0.089909, loss_semantic: 0.996027, loss_idmrf: 11.547895, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:06:46,471 - INFO - [Train] step: 44199, loss_mpn: 0.055356, loss_rec: 0.075549, loss_semantic: 0.822301, loss_idmrf: 14.222490, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:07:20,182 - INFO - [Train] step: 44299, loss_mpn: 0.053293, loss_rec: 0.106699, loss_semantic: 1.099944, loss_idmrf: 17.016884, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:07:53,747 - INFO - [Train] step: 44399, loss_mpn: 0.026997, loss_rec: 0.078332, loss_semantic: 0.846431, loss_idmrf: 8.446404, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:08:27,032 - INFO - [Train] step: 44499, loss_mpn: 0.025815, loss_rec: 0.060017, loss_semantic: 0.692147, loss_idmrf: 6.009625, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:09:00,646 - INFO - [Train] step: 44599, loss_mpn: 0.039128, loss_rec: 0.103123, loss_semantic: 0.906747, loss_idmrf: 8.304493, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:09:34,116 - INFO - [Train] step: 44699, loss_mpn: 0.053829, loss_rec: 0.108907, loss_semantic: 1.015085, loss_idmrf: 10.374102, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:10:07,467 - INFO - [Train] step: 44799, loss_mpn: 0.040520, loss_rec: 0.084802, loss_semantic: 0.902291, loss_idmrf: 8.558076, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:10:40,569 - INFO - [Train] step: 44899, loss_mpn: 0.032278, loss_rec: 0.102581, loss_semantic: 0.996095, loss_idmrf: 8.253678, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:11:14,366 - INFO - [Train] step: 44999, loss_mpn: 0.062408, loss_rec: 0.128470, loss_semantic: 1.113188, loss_idmrf: 15.711039, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:11:57,439 - INFO - [Eval] step: 44999, bce: 0.130387, psnr: 22.788862, ssim: 0.781981, lpips: 0.226350
+2023-03-23 16:12:34,841 - INFO - [Train] step: 45099, loss_mpn: 0.058376, loss_rec: 0.102991, loss_semantic: 1.051656, loss_idmrf: 13.831052, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:13:07,985 - INFO - [Train] step: 45199, loss_mpn: 0.038027, loss_rec: 0.083765, loss_semantic: 0.975566, loss_idmrf: 10.704772, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:13:41,473 - INFO - [Train] step: 45299, loss_mpn: 0.124587, loss_rec: 0.103698, loss_semantic: 1.079232, loss_idmrf: 17.481071, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:14:14,994 - INFO - [Train] step: 45399, loss_mpn: 0.023020, loss_rec: 0.060329, loss_semantic: 0.752024, loss_idmrf: 5.551441, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:14:48,380 - INFO - [Train] step: 45499, loss_mpn: 0.060622, loss_rec: 0.104548, loss_semantic: 0.949309, loss_idmrf: 9.154007, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:15:21,744 - INFO - [Train] step: 45599, loss_mpn: 0.079350, loss_rec: 0.121708, loss_semantic: 1.168179, loss_idmrf: 15.162919, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:15:55,115 - INFO - [Train] step: 45699, loss_mpn: 0.028677, loss_rec: 0.054666, loss_semantic: 0.695313, loss_idmrf: 8.355429, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:16:28,450 - INFO - [Train] step: 45799, loss_mpn: 0.082428, loss_rec: 0.105562, loss_semantic: 1.012657, loss_idmrf: 13.523781, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:17:01,814 - INFO - [Train] step: 45899, loss_mpn: 0.041258, loss_rec: 0.101947, loss_semantic: 1.091495, loss_idmrf: 12.694328, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:17:35,207 - INFO - [Train] step: 45999, loss_mpn: 0.073807, loss_rec: 0.096835, loss_semantic: 0.896199, loss_idmrf: 11.135975, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:18:17,230 - INFO - [Eval] step: 45999, bce: 0.125105, psnr: 22.828983, ssim: 0.780207, lpips: 0.225233
+2023-03-23 16:18:54,531 - INFO - [Train] step: 46099, loss_mpn: 0.048608, loss_rec: 0.067086, loss_semantic: 0.735125, loss_idmrf: 15.004051, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:19:27,646 - INFO - [Train] step: 46199, loss_mpn: 0.057042, loss_rec: 0.106264, loss_semantic: 1.089115, loss_idmrf: 12.541075, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:20:01,168 - INFO - [Train] step: 46299, loss_mpn: 0.083998, loss_rec: 0.115726, loss_semantic: 1.123489, loss_idmrf: 13.663353, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:20:34,765 - INFO - [Train] step: 46399, loss_mpn: 0.082708, loss_rec: 0.098779, loss_semantic: 0.975708, loss_idmrf: 10.980513, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:21:08,142 - INFO - [Train] step: 46499, loss_mpn: 0.029681, loss_rec: 0.061809, loss_semantic: 0.725763, loss_idmrf: 4.533194, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:21:41,485 - INFO - [Train] step: 46599, loss_mpn: 0.049313, loss_rec: 0.109065, loss_semantic: 1.146291, loss_idmrf: 10.834238, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:22:14,885 - INFO - [Train] step: 46699, loss_mpn: 0.046512, loss_rec: 0.072252, loss_semantic: 0.852372, loss_idmrf: 7.755908, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:22:48,210 - INFO - [Train] step: 46799, loss_mpn: 0.047541, loss_rec: 0.092584, loss_semantic: 0.943794, loss_idmrf: 9.731226, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:23:21,195 - INFO - [Train] step: 46899, loss_mpn: 0.039443, loss_rec: 0.077208, loss_semantic: 0.847031, loss_idmrf: 7.459196, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:23:54,632 - INFO - [Train] step: 46999, loss_mpn: 0.016976, loss_rec: 0.050742, loss_semantic: 0.677305, loss_idmrf: 5.663690, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:24:38,940 - INFO - [Eval] step: 46999, bce: 0.123344, psnr: 22.820766, ssim: 0.785756, lpips: 0.222657
+2023-03-23 16:25:16,021 - INFO - [Train] step: 47099, loss_mpn: 0.034030, loss_rec: 0.072958, loss_semantic: 0.755844, loss_idmrf: 10.998259, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:25:49,188 - INFO - [Train] step: 47199, loss_mpn: 0.065745, loss_rec: 0.121671, loss_semantic: 1.133050, loss_idmrf: 14.739395, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:26:22,549 - INFO - [Train] step: 47299, loss_mpn: 0.069438, loss_rec: 0.082291, loss_semantic: 0.861128, loss_idmrf: 13.672139, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:26:55,745 - INFO - [Train] step: 47399, loss_mpn: 0.053354, loss_rec: 0.092387, loss_semantic: 1.040801, loss_idmrf: 7.688144, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:27:29,083 - INFO - [Train] step: 47499, loss_mpn: 0.103164, loss_rec: 0.090262, loss_semantic: 0.868550, loss_idmrf: 16.527092, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:28:02,578 - INFO - [Train] step: 47599, loss_mpn: 0.022121, loss_rec: 0.057803, loss_semantic: 0.682334, loss_idmrf: 7.022207, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:28:36,056 - INFO - [Train] step: 47699, loss_mpn: 0.017576, loss_rec: 0.061705, loss_semantic: 0.717643, loss_idmrf: 4.962545, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:29:09,570 - INFO - [Train] step: 47799, loss_mpn: 0.044212, loss_rec: 0.113413, loss_semantic: 0.988308, loss_idmrf: 10.525463, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:29:43,013 - INFO - [Train] step: 47899, loss_mpn: 0.073842, loss_rec: 0.137550, loss_semantic: 1.142436, loss_idmrf: 18.144913, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:30:16,446 - INFO - [Train] step: 47999, loss_mpn: 0.053682, loss_rec: 0.107389, loss_semantic: 1.042558, loss_idmrf: 14.628311, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:30:59,631 - INFO - [Eval] step: 47999, bce: 0.117785, psnr: 22.889545, ssim: 0.783942, lpips: 0.223905
+2023-03-23 16:31:36,719 - INFO - [Train] step: 48099, loss_mpn: 0.064478, loss_rec: 0.099215, loss_semantic: 0.960782, loss_idmrf: 9.970222, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:32:09,696 - INFO - [Train] step: 48199, loss_mpn: 0.042297, loss_rec: 0.059456, loss_semantic: 0.729246, loss_idmrf: 12.244921, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:32:42,832 - INFO - [Train] step: 48299, loss_mpn: 0.026586, loss_rec: 0.061378, loss_semantic: 0.727331, loss_idmrf: 6.186423, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:33:16,255 - INFO - [Train] step: 48399, loss_mpn: 0.055407, loss_rec: 0.117363, loss_semantic: 1.090738, loss_idmrf: 11.780439, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:33:49,598 - INFO - [Train] step: 48499, loss_mpn: 0.010586, loss_rec: 0.051237, loss_semantic: 0.712193, loss_idmrf: 4.926914, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:34:22,786 - INFO - [Train] step: 48599, loss_mpn: 0.022425, loss_rec: 0.055868, loss_semantic: 0.757086, loss_idmrf: 5.338738, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:34:55,701 - INFO - [Train] step: 48699, loss_mpn: 0.052139, loss_rec: 0.067453, loss_semantic: 0.726485, loss_idmrf: 8.089763, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:35:29,351 - INFO - [Train] step: 48799, loss_mpn: 0.062820, loss_rec: 0.100418, loss_semantic: 1.112015, loss_idmrf: 12.586721, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:36:02,510 - INFO - [Train] step: 48899, loss_mpn: 0.067848, loss_rec: 0.108550, loss_semantic: 1.034057, loss_idmrf: 14.098466, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:36:36,122 - INFO - [Train] step: 48999, loss_mpn: 0.038331, loss_rec: 0.102419, loss_semantic: 1.013965, loss_idmrf: 9.834858, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:37:17,325 - INFO - [Eval] step: 48999, bce: 0.126287, psnr: 22.849440, ssim: 0.785275, lpips: 0.221197
+2023-03-23 16:37:54,511 - INFO - [Train] step: 49099, loss_mpn: 0.059415, loss_rec: 0.100562, loss_semantic: 1.090857, loss_idmrf: 13.184301, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:38:27,748 - INFO - [Train] step: 49199, loss_mpn: 0.063969, loss_rec: 0.097593, loss_semantic: 0.977195, loss_idmrf: 13.393302, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:39:01,014 - INFO - [Train] step: 49299, loss_mpn: 0.039692, loss_rec: 0.066449, loss_semantic: 0.904163, loss_idmrf: 10.908512, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:39:34,458 - INFO - [Train] step: 49399, loss_mpn: 0.030692, loss_rec: 0.086566, loss_semantic: 0.818919, loss_idmrf: 11.401784, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:40:07,654 - INFO - [Train] step: 49499, loss_mpn: 0.110012, loss_rec: 0.106315, loss_semantic: 1.042460, loss_idmrf: 14.104675, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:40:41,087 - INFO - [Train] step: 49599, loss_mpn: 0.063437, loss_rec: 0.105608, loss_semantic: 1.025329, loss_idmrf: 11.462603, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:41:14,486 - INFO - [Train] step: 49699, loss_mpn: 0.032866, loss_rec: 0.065841, loss_semantic: 0.767569, loss_idmrf: 12.601770, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:41:47,967 - INFO - [Train] step: 49799, loss_mpn: 0.041031, loss_rec: 0.073435, loss_semantic: 0.868736, loss_idmrf: 9.909531, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:42:21,449 - INFO - [Train] step: 49899, loss_mpn: 0.037121, loss_rec: 0.078646, loss_semantic: 0.827868, loss_idmrf: 11.059958, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:42:54,879 - INFO - [Train] step: 49999, loss_mpn: 0.028939, loss_rec: 0.064720, loss_semantic: 0.766694, loss_idmrf: 7.369892, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:43:35,806 - INFO - [Eval] step: 49999, bce: 0.124708, psnr: 22.912666, ssim: 0.787678, lpips: 0.219335
+2023-03-23 16:44:13,132 - INFO - [Train] step: 50099, loss_mpn: 0.028895, loss_rec: 0.067148, loss_semantic: 0.812210, loss_idmrf: 8.406244, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:44:46,761 - INFO - [Train] step: 50199, loss_mpn: 0.025328, loss_rec: 0.090909, loss_semantic: 1.031060, loss_idmrf: 8.201200, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:45:20,267 - INFO - [Train] step: 50299, loss_mpn: 0.065450, loss_rec: 0.084967, loss_semantic: 0.964310, loss_idmrf: 12.559904, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:45:53,583 - INFO - [Train] step: 50399, loss_mpn: 0.029652, loss_rec: 0.066065, loss_semantic: 0.784163, loss_idmrf: 6.950485, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:46:27,039 - INFO - [Train] step: 50499, loss_mpn: 0.024770, loss_rec: 0.066868, loss_semantic: 0.749181, loss_idmrf: 5.513748, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:47:00,544 - INFO - [Train] step: 50599, loss_mpn: 0.045804, loss_rec: 0.087471, loss_semantic: 0.860423, loss_idmrf: 13.236709, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:47:33,989 - INFO - [Train] step: 50699, loss_mpn: 0.016993, loss_rec: 0.062519, loss_semantic: 0.727273, loss_idmrf: 7.947734, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:48:07,544 - INFO - [Train] step: 50799, loss_mpn: 0.060386, loss_rec: 0.090561, loss_semantic: 1.016952, loss_idmrf: 10.477068, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:48:41,023 - INFO - [Train] step: 50899, loss_mpn: 0.041536, loss_rec: 0.087889, loss_semantic: 0.985620, loss_idmrf: 8.017057, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:49:14,560 - INFO - [Train] step: 50999, loss_mpn: 0.062936, loss_rec: 0.089488, loss_semantic: 0.868399, loss_idmrf: 8.258091, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:49:55,837 - INFO - [Eval] step: 50999, bce: 0.109591, psnr: 22.820089, ssim: 0.786624, lpips: 0.220007
+2023-03-23 16:50:32,917 - INFO - [Train] step: 51099, loss_mpn: 0.044113, loss_rec: 0.085098, loss_semantic: 0.876823, loss_idmrf: 10.232857, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:51:06,358 - INFO - [Train] step: 51199, loss_mpn: 0.037932, loss_rec: 0.079106, loss_semantic: 0.883880, loss_idmrf: 9.749586, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:51:39,722 - INFO - [Train] step: 51299, loss_mpn: 0.055449, loss_rec: 0.093138, loss_semantic: 0.914894, loss_idmrf: 10.330225, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:52:12,776 - INFO - [Train] step: 51399, loss_mpn: 0.039119, loss_rec: 0.081572, loss_semantic: 0.892452, loss_idmrf: 9.148174, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:52:45,959 - INFO - [Train] step: 51499, loss_mpn: 0.031988, loss_rec: 0.077723, loss_semantic: 0.865828, loss_idmrf: 10.044547, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:53:19,488 - INFO - [Train] step: 51599, loss_mpn: 0.018806, loss_rec: 0.049077, loss_semantic: 0.578071, loss_idmrf: 7.916435, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:53:52,908 - INFO - [Train] step: 51699, loss_mpn: 0.029481, loss_rec: 0.069055, loss_semantic: 0.824827, loss_idmrf: 7.161655, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:54:26,254 - INFO - [Train] step: 51799, loss_mpn: 0.010280, loss_rec: 0.033782, loss_semantic: 0.516100, loss_idmrf: 4.628383, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:54:59,630 - INFO - [Train] step: 51899, loss_mpn: 0.039878, loss_rec: 0.070253, loss_semantic: 0.798103, loss_idmrf: 9.904459, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:55:32,570 - INFO - [Train] step: 51999, loss_mpn: 0.047831, loss_rec: 0.075704, loss_semantic: 0.863105, loss_idmrf: 11.309240, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:56:13,616 - INFO - [Eval] step: 51999, bce: 0.113319, psnr: 22.932673, ssim: 0.788179, lpips: 0.219391
+2023-03-23 16:56:50,690 - INFO - [Train] step: 52099, loss_mpn: 0.078112, loss_rec: 0.075157, loss_semantic: 0.869750, loss_idmrf: 14.089467, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:57:23,833 - INFO - [Train] step: 52199, loss_mpn: 0.065105, loss_rec: 0.103513, loss_semantic: 1.149861, loss_idmrf: 11.727890, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:57:56,892 - INFO - [Train] step: 52299, loss_mpn: 0.098620, loss_rec: 0.123267, loss_semantic: 1.153305, loss_idmrf: 12.772650, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:58:30,338 - INFO - [Train] step: 52399, loss_mpn: 0.034021, loss_rec: 0.048218, loss_semantic: 0.613908, loss_idmrf: 5.087003, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:59:03,575 - INFO - [Train] step: 52499, loss_mpn: 0.034819, loss_rec: 0.109172, loss_semantic: 1.056188, loss_idmrf: 10.151834, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:59:36,621 - INFO - [Train] step: 52599, loss_mpn: 0.045352, loss_rec: 0.097464, loss_semantic: 0.973697, loss_idmrf: 10.562719, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:00:09,913 - INFO - [Train] step: 52699, loss_mpn: 0.045734, loss_rec: 0.074617, loss_semantic: 0.893244, loss_idmrf: 11.233188, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:00:43,250 - INFO - [Train] step: 52799, loss_mpn: 0.045840, loss_rec: 0.098119, loss_semantic: 1.066059, loss_idmrf: 13.006933, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:01:16,495 - INFO - [Train] step: 52899, loss_mpn: 0.031232, loss_rec: 0.062593, loss_semantic: 0.816060, loss_idmrf: 5.893156, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:01:49,662 - INFO - [Train] step: 52999, loss_mpn: 0.024065, loss_rec: 0.070377, loss_semantic: 0.755251, loss_idmrf: 7.987473, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:02:30,945 - INFO - [Eval] step: 52999, bce: 0.111775, psnr: 22.983196, ssim: 0.787846, lpips: 0.221836
+2023-03-23 17:03:08,028 - INFO - [Train] step: 53099, loss_mpn: 0.032311, loss_rec: 0.059838, loss_semantic: 0.702961, loss_idmrf: 9.907370, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:03:41,167 - INFO - [Train] step: 53199, loss_mpn: 0.044857, loss_rec: 0.101566, loss_semantic: 0.877294, loss_idmrf: 12.898358, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:04:14,228 - INFO - [Train] step: 53299, loss_mpn: 0.019513, loss_rec: 0.055617, loss_semantic: 0.656135, loss_idmrf: 5.657192, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:04:47,469 - INFO - [Train] step: 53399, loss_mpn: 0.030091, loss_rec: 0.053732, loss_semantic: 0.669717, loss_idmrf: 13.748337, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:05:20,566 - INFO - [Train] step: 53499, loss_mpn: 0.025758, loss_rec: 0.054161, loss_semantic: 0.609774, loss_idmrf: 4.729017, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:05:53,762 - INFO - [Train] step: 53599, loss_mpn: 0.034506, loss_rec: 0.096379, loss_semantic: 0.954073, loss_idmrf: 10.188614, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:06:27,034 - INFO - [Train] step: 53699, loss_mpn: 0.029126, loss_rec: 0.088364, loss_semantic: 1.067207, loss_idmrf: 9.298246, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:07:00,235 - INFO - [Train] step: 53799, loss_mpn: 0.036835, loss_rec: 0.089086, loss_semantic: 0.921376, loss_idmrf: 9.400784, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:07:33,410 - INFO - [Train] step: 53899, loss_mpn: 0.017814, loss_rec: 0.043828, loss_semantic: 0.593218, loss_idmrf: 4.212909, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:08:07,009 - INFO - [Train] step: 53999, loss_mpn: 0.049956, loss_rec: 0.113084, loss_semantic: 1.005432, loss_idmrf: 13.147202, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:08:49,256 - INFO - [Eval] step: 53999, bce: 0.124006, psnr: 22.916136, ssim: 0.789141, lpips: 0.218208
+2023-03-23 17:09:26,362 - INFO - [Train] step: 54099, loss_mpn: 0.065209, loss_rec: 0.085585, loss_semantic: 0.919980, loss_idmrf: 10.903793, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:09:59,240 - INFO - [Train] step: 54199, loss_mpn: 0.021410, loss_rec: 0.065038, loss_semantic: 0.801206, loss_idmrf: 4.916225, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:10:32,698 - INFO - [Train] step: 54299, loss_mpn: 0.067424, loss_rec: 0.077400, loss_semantic: 0.842013, loss_idmrf: 11.493502, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:11:06,028 - INFO - [Train] step: 54399, loss_mpn: 0.063327, loss_rec: 0.137334, loss_semantic: 1.270430, loss_idmrf: 15.886589, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:11:39,425 - INFO - [Train] step: 54499, loss_mpn: 0.058127, loss_rec: 0.115397, loss_semantic: 1.064160, loss_idmrf: 8.860600, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:12:12,727 - INFO - [Train] step: 54599, loss_mpn: 0.044493, loss_rec: 0.083673, loss_semantic: 0.875571, loss_idmrf: 7.656180, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:12:45,772 - INFO - [Train] step: 54699, loss_mpn: 0.040943, loss_rec: 0.087581, loss_semantic: 0.947753, loss_idmrf: 9.299401, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:13:19,165 - INFO - [Train] step: 54799, loss_mpn: 0.041593, loss_rec: 0.089496, loss_semantic: 1.004260, loss_idmrf: 11.184294, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:13:52,658 - INFO - [Train] step: 54899, loss_mpn: 0.064232, loss_rec: 0.103810, loss_semantic: 1.055619, loss_idmrf: 12.428436, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:14:26,194 - INFO - [Train] step: 54999, loss_mpn: 0.049725, loss_rec: 0.070736, loss_semantic: 0.787387, loss_idmrf: 10.598643, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:15:07,671 - INFO - [Eval] step: 54999, bce: 0.127825, psnr: 22.951715, ssim: 0.789400, lpips: 0.220517
+2023-03-23 17:15:45,064 - INFO - [Train] step: 55099, loss_mpn: 0.016120, loss_rec: 0.048660, loss_semantic: 0.606947, loss_idmrf: 5.795075, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:16:18,019 - INFO - [Train] step: 55199, loss_mpn: 0.020916, loss_rec: 0.047045, loss_semantic: 0.646439, loss_idmrf: 8.103384, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:16:51,217 - INFO - [Train] step: 55299, loss_mpn: 0.045473, loss_rec: 0.092989, loss_semantic: 0.871276, loss_idmrf: 11.096239, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:17:24,320 - INFO - [Train] step: 55399, loss_mpn: 0.051222, loss_rec: 0.109089, loss_semantic: 1.037673, loss_idmrf: 13.257717, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:17:57,453 - INFO - [Train] step: 55499, loss_mpn: 0.077637, loss_rec: 0.067118, loss_semantic: 0.757049, loss_idmrf: 8.147665, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:18:30,426 - INFO - [Train] step: 55599, loss_mpn: 0.072311, loss_rec: 0.118455, loss_semantic: 1.116687, loss_idmrf: 17.273558, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:19:03,763 - INFO - [Train] step: 55699, loss_mpn: 0.016922, loss_rec: 0.045494, loss_semantic: 0.581847, loss_idmrf: 6.236009, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:19:37,081 - INFO - [Train] step: 55799, loss_mpn: 0.069156, loss_rec: 0.081505, loss_semantic: 0.847770, loss_idmrf: 11.850857, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:20:10,252 - INFO - [Train] step: 55899, loss_mpn: 0.045283, loss_rec: 0.099573, loss_semantic: 0.951524, loss_idmrf: 10.103041, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:20:43,438 - INFO - [Train] step: 55999, loss_mpn: 0.044880, loss_rec: 0.083084, loss_semantic: 0.917262, loss_idmrf: 12.311502, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:21:24,551 - INFO - [Eval] step: 55999, bce: 0.106367, psnr: 22.874626, ssim: 0.789932, lpips: 0.219384
+2023-03-23 17:22:01,695 - INFO - [Train] step: 56099, loss_mpn: 0.026472, loss_rec: 0.063038, loss_semantic: 0.710757, loss_idmrf: 4.128897, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:22:34,814 - INFO - [Train] step: 56199, loss_mpn: 0.011982, loss_rec: 0.041777, loss_semantic: 0.613618, loss_idmrf: 4.625178, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:23:07,925 - INFO - [Train] step: 56299, loss_mpn: 0.033917, loss_rec: 0.068478, loss_semantic: 0.778764, loss_idmrf: 8.803120, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:23:41,283 - INFO - [Train] step: 56399, loss_mpn: 0.027710, loss_rec: 0.087454, loss_semantic: 0.887738, loss_idmrf: 6.863239, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:24:14,645 - INFO - [Train] step: 56499, loss_mpn: 0.082919, loss_rec: 0.140587, loss_semantic: 1.245914, loss_idmrf: 16.033342, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:24:47,823 - INFO - [Train] step: 56599, loss_mpn: 0.049029, loss_rec: 0.107886, loss_semantic: 1.096675, loss_idmrf: 9.283638, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:25:21,020 - INFO - [Train] step: 56699, loss_mpn: 0.026728, loss_rec: 0.079728, loss_semantic: 0.780979, loss_idmrf: 11.184734, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:25:54,458 - INFO - [Train] step: 56799, loss_mpn: 0.055161, loss_rec: 0.084185, loss_semantic: 0.954424, loss_idmrf: 10.626915, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:26:27,835 - INFO - [Train] step: 56899, loss_mpn: 0.031228, loss_rec: 0.072330, loss_semantic: 0.782370, loss_idmrf: 9.303704, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:27:01,106 - INFO - [Train] step: 56999, loss_mpn: 0.039280, loss_rec: 0.068052, loss_semantic: 0.794143, loss_idmrf: 6.541461, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:27:43,203 - INFO - [Eval] step: 56999, bce: 0.104663, psnr: 23.083620, ssim: 0.789882, lpips: 0.217513
+2023-03-23 17:28:20,359 - INFO - [Train] step: 57099, loss_mpn: 0.067088, loss_rec: 0.081932, loss_semantic: 0.896685, loss_idmrf: 14.117935, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:28:53,465 - INFO - [Train] step: 57199, loss_mpn: 0.045782, loss_rec: 0.087182, loss_semantic: 0.883747, loss_idmrf: 8.430741, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:29:26,779 - INFO - [Train] step: 57299, loss_mpn: 0.057555, loss_rec: 0.128651, loss_semantic: 1.212012, loss_idmrf: 11.349900, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:29:59,952 - INFO - [Train] step: 57399, loss_mpn: 0.065012, loss_rec: 0.101135, loss_semantic: 1.056478, loss_idmrf: 13.515543, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:30:33,509 - INFO - [Train] step: 57499, loss_mpn: 0.062312, loss_rec: 0.092123, loss_semantic: 0.963957, loss_idmrf: 13.745484, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:31:06,855 - INFO - [Train] step: 57599, loss_mpn: 0.074074, loss_rec: 0.111764, loss_semantic: 1.102268, loss_idmrf: 13.246660, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:31:40,041 - INFO - [Train] step: 57699, loss_mpn: 0.026547, loss_rec: 0.068291, loss_semantic: 0.751112, loss_idmrf: 10.510838, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:32:13,496 - INFO - [Train] step: 57799, loss_mpn: 0.068222, loss_rec: 0.116544, loss_semantic: 1.145186, loss_idmrf: 13.413889, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:32:46,916 - INFO - [Train] step: 57899, loss_mpn: 0.052622, loss_rec: 0.093229, loss_semantic: 1.018184, loss_idmrf: 12.414664, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:33:20,305 - INFO - [Train] step: 57999, loss_mpn: 0.047813, loss_rec: 0.088898, loss_semantic: 0.875348, loss_idmrf: 9.997398, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:34:01,395 - INFO - [Eval] step: 57999, bce: 0.102129, psnr: 23.092924, ssim: 0.791987, lpips: 0.217219
+2023-03-23 17:34:38,550 - INFO - [Train] step: 58099, loss_mpn: 0.059685, loss_rec: 0.085233, loss_semantic: 0.912401, loss_idmrf: 7.819430, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:35:11,490 - INFO - [Train] step: 58199, loss_mpn: 0.059069, loss_rec: 0.094090, loss_semantic: 0.860287, loss_idmrf: 10.634226, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:35:44,784 - INFO - [Train] step: 58299, loss_mpn: 0.037964, loss_rec: 0.062973, loss_semantic: 0.793523, loss_idmrf: 10.363540, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:36:18,183 - INFO - [Train] step: 58399, loss_mpn: 0.027394, loss_rec: 0.067009, loss_semantic: 0.743451, loss_idmrf: 9.278920, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:36:51,550 - INFO - [Train] step: 58499, loss_mpn: 0.047512, loss_rec: 0.125917, loss_semantic: 1.197538, loss_idmrf: 12.703012, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:37:24,934 - INFO - [Train] step: 58599, loss_mpn: 0.038446, loss_rec: 0.073432, loss_semantic: 0.868844, loss_idmrf: 9.072784, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:37:58,337 - INFO - [Train] step: 58699, loss_mpn: 0.057802, loss_rec: 0.080558, loss_semantic: 0.860061, loss_idmrf: 13.568258, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:38:31,751 - INFO - [Train] step: 58799, loss_mpn: 0.045436, loss_rec: 0.087893, loss_semantic: 0.843065, loss_idmrf: 9.884300, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:39:05,059 - INFO - [Train] step: 58899, loss_mpn: 0.029913, loss_rec: 0.086228, loss_semantic: 0.912758, loss_idmrf: 8.927760, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:39:38,270 - INFO - [Train] step: 58999, loss_mpn: 0.047267, loss_rec: 0.077142, loss_semantic: 0.872394, loss_idmrf: 7.732944, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:40:19,568 - INFO - [Eval] step: 58999, bce: 0.141695, psnr: 23.059683, ssim: 0.791945, lpips: 0.216516
+2023-03-23 17:40:56,812 - INFO - [Train] step: 59099, loss_mpn: 0.035775, loss_rec: 0.079094, loss_semantic: 0.918975, loss_idmrf: 10.009462, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:41:30,094 - INFO - [Train] step: 59199, loss_mpn: 0.039380, loss_rec: 0.090736, loss_semantic: 0.885799, loss_idmrf: 11.551176, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:42:03,407 - INFO - [Train] step: 59299, loss_mpn: 0.042578, loss_rec: 0.104584, loss_semantic: 1.085018, loss_idmrf: 13.495620, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:42:36,471 - INFO - [Train] step: 59399, loss_mpn: 0.043481, loss_rec: 0.107382, loss_semantic: 1.171852, loss_idmrf: 11.409629, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:43:10,050 - INFO - [Train] step: 59499, loss_mpn: 0.034768, loss_rec: 0.101396, loss_semantic: 0.940042, loss_idmrf: 10.171482, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:43:43,569 - INFO - [Train] step: 59599, loss_mpn: 0.029926, loss_rec: 0.075769, loss_semantic: 0.811103, loss_idmrf: 11.452765, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:44:16,959 - INFO - [Train] step: 59699, loss_mpn: 0.018225, loss_rec: 0.061760, loss_semantic: 0.600385, loss_idmrf: 5.841528, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:44:50,020 - INFO - [Train] step: 59799, loss_mpn: 0.038651, loss_rec: 0.072879, loss_semantic: 0.752237, loss_idmrf: 11.274658, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:45:23,571 - INFO - [Train] step: 59899, loss_mpn: 0.048013, loss_rec: 0.093289, loss_semantic: 1.053349, loss_idmrf: 8.199322, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:45:57,067 - INFO - [Train] step: 59999, loss_mpn: 0.046213, loss_rec: 0.078686, loss_semantic: 0.936520, loss_idmrf: 11.945404, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:46:38,209 - INFO - [Eval] step: 59999, bce: 0.104706, psnr: 23.070858, ssim: 0.793204, lpips: 0.216254
+2023-03-23 17:47:15,652 - INFO - [Train] step: 60099, loss_mpn: 0.038644, loss_rec: 0.059621, loss_semantic: 0.703291, loss_idmrf: 7.854849, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:47:48,780 - INFO - [Train] step: 60199, loss_mpn: 0.060139, loss_rec: 0.091435, loss_semantic: 1.008229, loss_idmrf: 13.547321, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:48:21,975 - INFO - [Train] step: 60299, loss_mpn: 0.042690, loss_rec: 0.094256, loss_semantic: 0.922743, loss_idmrf: 10.517363, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:48:55,000 - INFO - [Train] step: 60399, loss_mpn: 0.057180, loss_rec: 0.096601, loss_semantic: 1.010154, loss_idmrf: 12.940374, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:49:27,971 - INFO - [Train] step: 60499, loss_mpn: 0.040062, loss_rec: 0.118366, loss_semantic: 1.049790, loss_idmrf: 14.808958, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:50:01,564 - INFO - [Train] step: 60599, loss_mpn: 0.024128, loss_rec: 0.077427, loss_semantic: 0.906982, loss_idmrf: 8.443020, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:50:35,014 - INFO - [Train] step: 60699, loss_mpn: 0.055121, loss_rec: 0.085766, loss_semantic: 0.911334, loss_idmrf: 10.079400, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:51:08,268 - INFO - [Train] step: 60799, loss_mpn: 0.037993, loss_rec: 0.073917, loss_semantic: 0.786437, loss_idmrf: 8.314600, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:51:41,489 - INFO - [Train] step: 60899, loss_mpn: 0.048563, loss_rec: 0.095169, loss_semantic: 0.941427, loss_idmrf: 14.531987, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:52:14,661 - INFO - [Train] step: 60999, loss_mpn: 0.046852, loss_rec: 0.094086, loss_semantic: 0.992822, loss_idmrf: 15.226479, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:52:55,944 - INFO - [Eval] step: 60999, bce: 0.099748, psnr: 23.069386, ssim: 0.792770, lpips: 0.215260
+2023-03-23 17:53:33,038 - INFO - [Train] step: 61099, loss_mpn: 0.054458, loss_rec: 0.080768, loss_semantic: 0.886862, loss_idmrf: 11.007879, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:54:06,135 - INFO - [Train] step: 61199, loss_mpn: 0.033945, loss_rec: 0.065356, loss_semantic: 0.741890, loss_idmrf: 7.003999, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:54:39,891 - INFO - [Train] step: 61299, loss_mpn: 0.022015, loss_rec: 0.047988, loss_semantic: 0.648478, loss_idmrf: 7.561951, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:55:13,261 - INFO - [Train] step: 61399, loss_mpn: 0.036528, loss_rec: 0.079884, loss_semantic: 0.844600, loss_idmrf: 8.830576, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:55:46,471 - INFO - [Train] step: 61499, loss_mpn: 0.025552, loss_rec: 0.053789, loss_semantic: 0.676502, loss_idmrf: 6.256641, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:56:19,894 - INFO - [Train] step: 61599, loss_mpn: 0.039495, loss_rec: 0.062781, loss_semantic: 0.814958, loss_idmrf: 8.836671, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:56:53,121 - INFO - [Train] step: 61699, loss_mpn: 0.040855, loss_rec: 0.089266, loss_semantic: 0.929210, loss_idmrf: 10.729727, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:57:26,323 - INFO - [Train] step: 61799, loss_mpn: 0.066584, loss_rec: 0.098668, loss_semantic: 0.982792, loss_idmrf: 9.574194, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:57:59,925 - INFO - [Train] step: 61899, loss_mpn: 0.029505, loss_rec: 0.070397, loss_semantic: 0.772750, loss_idmrf: 12.125952, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:58:33,037 - INFO - [Train] step: 61999, loss_mpn: 0.048778, loss_rec: 0.121198, loss_semantic: 1.100635, loss_idmrf: 14.028024, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:59:14,139 - INFO - [Eval] step: 61999, bce: 0.105573, psnr: 23.102386, ssim: 0.792073, lpips: 0.216740
+2023-03-23 17:59:51,180 - INFO - [Train] step: 62099, loss_mpn: 0.037138, loss_rec: 0.071247, loss_semantic: 0.781353, loss_idmrf: 8.188136, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:00:24,438 - INFO - [Train] step: 62199, loss_mpn: 0.051482, loss_rec: 0.074379, loss_semantic: 0.885040, loss_idmrf: 9.200278, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:00:57,787 - INFO - [Train] step: 62299, loss_mpn: 0.074157, loss_rec: 0.084475, loss_semantic: 0.938611, loss_idmrf: 15.991112, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:01:31,095 - INFO - [Train] step: 62399, loss_mpn: 0.075023, loss_rec: 0.103950, loss_semantic: 1.062999, loss_idmrf: 16.028725, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:02:04,313 - INFO - [Train] step: 62499, loss_mpn: 0.038868, loss_rec: 0.092486, loss_semantic: 0.891051, loss_idmrf: 7.138167, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:02:37,453 - INFO - [Train] step: 62599, loss_mpn: 0.019764, loss_rec: 0.071905, loss_semantic: 0.872274, loss_idmrf: 6.690048, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:03:11,076 - INFO - [Train] step: 62699, loss_mpn: 0.061643, loss_rec: 0.113121, loss_semantic: 1.058693, loss_idmrf: 8.841487, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:03:44,235 - INFO - [Train] step: 62799, loss_mpn: 0.068539, loss_rec: 0.088788, loss_semantic: 1.065575, loss_idmrf: 14.734180, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:04:17,444 - INFO - [Train] step: 62899, loss_mpn: 0.052653, loss_rec: 0.098874, loss_semantic: 1.041402, loss_idmrf: 10.679456, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:04:50,982 - INFO - [Train] step: 62999, loss_mpn: 0.042431, loss_rec: 0.092521, loss_semantic: 1.029545, loss_idmrf: 11.577498, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:05:32,736 - INFO - [Eval] step: 62999, bce: 0.100783, psnr: 23.099543, ssim: 0.792135, lpips: 0.214477
+2023-03-23 18:06:09,825 - INFO - [Train] step: 63099, loss_mpn: 0.060047, loss_rec: 0.127474, loss_semantic: 1.281872, loss_idmrf: 11.325108, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:06:43,179 - INFO - [Train] step: 63199, loss_mpn: 0.068447, loss_rec: 0.116695, loss_semantic: 1.043339, loss_idmrf: 13.738826, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:07:16,479 - INFO - [Train] step: 63299, loss_mpn: 0.035563, loss_rec: 0.066929, loss_semantic: 0.769558, loss_idmrf: 11.371571, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:07:49,740 - INFO - [Train] step: 63399, loss_mpn: 0.054258, loss_rec: 0.072073, loss_semantic: 0.759206, loss_idmrf: 12.762646, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:08:23,376 - INFO - [Train] step: 63499, loss_mpn: 0.029964, loss_rec: 0.083128, loss_semantic: 0.816797, loss_idmrf: 10.231916, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:08:56,727 - INFO - [Train] step: 63599, loss_mpn: 0.059172, loss_rec: 0.136068, loss_semantic: 1.094541, loss_idmrf: 11.489847, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:09:29,982 - INFO - [Train] step: 63699, loss_mpn: 0.013499, loss_rec: 0.058391, loss_semantic: 0.772011, loss_idmrf: 5.345106, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:10:03,046 - INFO - [Train] step: 63799, loss_mpn: 0.053569, loss_rec: 0.105385, loss_semantic: 1.061038, loss_idmrf: 14.236355, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:10:36,753 - INFO - [Train] step: 63899, loss_mpn: 0.032295, loss_rec: 0.082727, loss_semantic: 0.880972, loss_idmrf: 11.538710, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:11:10,185 - INFO - [Train] step: 63999, loss_mpn: 0.051601, loss_rec: 0.107992, loss_semantic: 1.048577, loss_idmrf: 10.698195, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:11:51,204 - INFO - [Eval] step: 63999, bce: 0.107303, psnr: 23.168026, ssim: 0.793788, lpips: 0.215226
+2023-03-23 18:12:28,341 - INFO - [Train] step: 64099, loss_mpn: 0.021925, loss_rec: 0.071714, loss_semantic: 0.812887, loss_idmrf: 8.809524, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:13:01,780 - INFO - [Train] step: 64199, loss_mpn: 0.052998, loss_rec: 0.089416, loss_semantic: 0.883109, loss_idmrf: 9.893838, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:13:35,181 - INFO - [Train] step: 64299, loss_mpn: 0.016981, loss_rec: 0.048782, loss_semantic: 0.657276, loss_idmrf: 3.907742, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:14:08,621 - INFO - [Train] step: 64399, loss_mpn: 0.047632, loss_rec: 0.088319, loss_semantic: 0.878029, loss_idmrf: 14.221240, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:14:42,078 - INFO - [Train] step: 64499, loss_mpn: 0.037069, loss_rec: 0.073145, loss_semantic: 0.832209, loss_idmrf: 10.235492, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:15:15,390 - INFO - [Train] step: 64599, loss_mpn: 0.044023, loss_rec: 0.085835, loss_semantic: 0.873469, loss_idmrf: 13.312222, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:15:48,996 - INFO - [Train] step: 64699, loss_mpn: 0.018830, loss_rec: 0.072059, loss_semantic: 0.793371, loss_idmrf: 8.011580, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:16:22,121 - INFO - [Train] step: 64799, loss_mpn: 0.091363, loss_rec: 0.118199, loss_semantic: 1.140100, loss_idmrf: 16.296978, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:16:55,794 - INFO - [Train] step: 64899, loss_mpn: 0.011681, loss_rec: 0.036671, loss_semantic: 0.497388, loss_idmrf: 5.494973, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:17:29,276 - INFO - [Train] step: 64999, loss_mpn: 0.017372, loss_rec: 0.051997, loss_semantic: 0.640584, loss_idmrf: 6.452674, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:18:11,078 - INFO - [Eval] step: 64999, bce: 0.097164, psnr: 23.111876, ssim: 0.793684, lpips: 0.212177
+2023-03-23 18:18:48,234 - INFO - [Train] step: 65099, loss_mpn: 0.025120, loss_rec: 0.073067, loss_semantic: 0.806695, loss_idmrf: 7.419673, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:19:21,360 - INFO - [Train] step: 65199, loss_mpn: 0.060020, loss_rec: 0.099544, loss_semantic: 0.997977, loss_idmrf: 17.974850, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:19:54,906 - INFO - [Train] step: 65299, loss_mpn: 0.030643, loss_rec: 0.081979, loss_semantic: 0.839706, loss_idmrf: 10.653744, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:20:28,317 - INFO - [Train] step: 65399, loss_mpn: 0.050668, loss_rec: 0.077476, loss_semantic: 0.786844, loss_idmrf: 14.364649, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:21:01,667 - INFO - [Train] step: 65499, loss_mpn: 0.041336, loss_rec: 0.099154, loss_semantic: 0.946537, loss_idmrf: 11.343153, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:21:35,293 - INFO - [Train] step: 65599, loss_mpn: 0.032675, loss_rec: 0.076692, loss_semantic: 0.824808, loss_idmrf: 8.375778, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:22:08,687 - INFO - [Train] step: 65699, loss_mpn: 0.017303, loss_rec: 0.061960, loss_semantic: 0.715808, loss_idmrf: 5.220896, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:22:42,061 - INFO - [Train] step: 65799, loss_mpn: 0.025732, loss_rec: 0.078384, loss_semantic: 0.844300, loss_idmrf: 6.932817, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:23:15,515 - INFO - [Train] step: 65899, loss_mpn: 0.039030, loss_rec: 0.077494, loss_semantic: 0.853927, loss_idmrf: 11.720022, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:23:48,978 - INFO - [Train] step: 65999, loss_mpn: 0.037419, loss_rec: 0.084421, loss_semantic: 0.885968, loss_idmrf: 10.122694, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:24:30,751 - INFO - [Eval] step: 65999, bce: 0.094971, psnr: 23.107178, ssim: 0.794300, lpips: 0.213954
+2023-03-23 18:25:08,078 - INFO - [Train] step: 66099, loss_mpn: 0.035198, loss_rec: 0.102298, loss_semantic: 0.965240, loss_idmrf: 8.421535, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:25:41,684 - INFO - [Train] step: 66199, loss_mpn: 0.031667, loss_rec: 0.079121, loss_semantic: 0.818247, loss_idmrf: 10.070625, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:26:15,048 - INFO - [Train] step: 66299, loss_mpn: 0.036313, loss_rec: 0.088282, loss_semantic: 0.982445, loss_idmrf: 12.059572, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:26:48,492 - INFO - [Train] step: 66399, loss_mpn: 0.031320, loss_rec: 0.043457, loss_semantic: 0.651172, loss_idmrf: 7.571150, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:27:21,992 - INFO - [Train] step: 66499, loss_mpn: 0.059592, loss_rec: 0.079988, loss_semantic: 0.971158, loss_idmrf: 15.339389, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:27:55,869 - INFO - [Train] step: 66599, loss_mpn: 0.037427, loss_rec: 0.110490, loss_semantic: 1.023500, loss_idmrf: 13.503735, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:28:29,501 - INFO - [Train] step: 66699, loss_mpn: 0.014115, loss_rec: 0.074881, loss_semantic: 0.807962, loss_idmrf: 4.556952, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:29:03,000 - INFO - [Train] step: 66799, loss_mpn: 0.036929, loss_rec: 0.066324, loss_semantic: 0.730951, loss_idmrf: 11.063311, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:29:36,611 - INFO - [Train] step: 66899, loss_mpn: 0.042273, loss_rec: 0.089125, loss_semantic: 0.937084, loss_idmrf: 10.091270, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:30:10,210 - INFO - [Train] step: 66999, loss_mpn: 0.032699, loss_rec: 0.066353, loss_semantic: 0.709236, loss_idmrf: 7.616969, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:30:51,376 - INFO - [Eval] step: 66999, bce: 0.100609, psnr: 23.077427, ssim: 0.793913, lpips: 0.213021
+2023-03-23 18:31:28,688 - INFO - [Train] step: 67099, loss_mpn: 0.034214, loss_rec: 0.091018, loss_semantic: 0.982604, loss_idmrf: 11.168911, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:32:02,316 - INFO - [Train] step: 67199, loss_mpn: 0.057529, loss_rec: 0.145544, loss_semantic: 1.268098, loss_idmrf: 15.813972, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:32:35,798 - INFO - [Train] step: 67299, loss_mpn: 0.042552, loss_rec: 0.077254, loss_semantic: 0.818492, loss_idmrf: 10.897017, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:33:09,382 - INFO - [Train] step: 67399, loss_mpn: 0.020369, loss_rec: 0.075951, loss_semantic: 0.781144, loss_idmrf: 7.075653, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:33:42,898 - INFO - [Train] step: 67499, loss_mpn: 0.046017, loss_rec: 0.100184, loss_semantic: 1.054905, loss_idmrf: 11.556679, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:34:16,605 - INFO - [Train] step: 67599, loss_mpn: 0.031409, loss_rec: 0.077159, loss_semantic: 0.797194, loss_idmrf: 6.042328, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:34:50,053 - INFO - [Train] step: 67699, loss_mpn: 0.028938, loss_rec: 0.071454, loss_semantic: 0.756825, loss_idmrf: 8.627868, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:35:23,452 - INFO - [Train] step: 67799, loss_mpn: 0.046410, loss_rec: 0.111908, loss_semantic: 1.134371, loss_idmrf: 12.505142, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:35:57,157 - INFO - [Train] step: 67899, loss_mpn: 0.017352, loss_rec: 0.069291, loss_semantic: 0.719734, loss_idmrf: 6.347449, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:36:30,581 - INFO - [Train] step: 67999, loss_mpn: 0.061383, loss_rec: 0.106074, loss_semantic: 1.071265, loss_idmrf: 15.551908, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:37:12,297 - INFO - [Eval] step: 67999, bce: 0.095500, psnr: 23.270594, ssim: 0.795475, lpips: 0.213666
+2023-03-23 18:37:49,420 - INFO - [Train] step: 68099, loss_mpn: 0.051838, loss_rec: 0.070178, loss_semantic: 0.783879, loss_idmrf: 12.262922, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:38:22,922 - INFO - [Train] step: 68199, loss_mpn: 0.053752, loss_rec: 0.104215, loss_semantic: 1.156128, loss_idmrf: 14.122402, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:38:56,466 - INFO - [Train] step: 68299, loss_mpn: 0.016633, loss_rec: 0.043858, loss_semantic: 0.682296, loss_idmrf: 5.913636, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:39:30,064 - INFO - [Train] step: 68399, loss_mpn: 0.020971, loss_rec: 0.063036, loss_semantic: 0.804645, loss_idmrf: 9.535637, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:40:03,611 - INFO - [Train] step: 68499, loss_mpn: 0.074308, loss_rec: 0.103780, loss_semantic: 1.100104, loss_idmrf: 12.243641, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:40:37,145 - INFO - [Train] step: 68599, loss_mpn: 0.021735, loss_rec: 0.059543, loss_semantic: 0.761199, loss_idmrf: 6.847870, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:41:10,704 - INFO - [Train] step: 68699, loss_mpn: 0.034673, loss_rec: 0.078018, loss_semantic: 0.901679, loss_idmrf: 11.450447, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:41:44,217 - INFO - [Train] step: 68799, loss_mpn: 0.033916, loss_rec: 0.067966, loss_semantic: 0.768587, loss_idmrf: 7.009898, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:42:17,716 - INFO - [Train] step: 68899, loss_mpn: 0.031668, loss_rec: 0.077339, loss_semantic: 0.882071, loss_idmrf: 11.685350, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:42:51,214 - INFO - [Train] step: 68999, loss_mpn: 0.049714, loss_rec: 0.093268, loss_semantic: 0.973118, loss_idmrf: 13.698169, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:43:33,392 - INFO - [Eval] step: 68999, bce: 0.103788, psnr: 23.223459, ssim: 0.795582, lpips: 0.212019
+2023-03-23 18:44:10,578 - INFO - [Train] step: 69099, loss_mpn: 0.024329, loss_rec: 0.061921, loss_semantic: 0.678487, loss_idmrf: 11.080946, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:44:43,955 - INFO - [Train] step: 69199, loss_mpn: 0.079729, loss_rec: 0.069734, loss_semantic: 0.698821, loss_idmrf: 13.325691, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:45:17,337 - INFO - [Train] step: 69299, loss_mpn: 0.028385, loss_rec: 0.056115, loss_semantic: 0.662077, loss_idmrf: 8.565778, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:45:50,585 - INFO - [Train] step: 69399, loss_mpn: 0.017438, loss_rec: 0.073296, loss_semantic: 0.784202, loss_idmrf: 7.087474, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:46:24,061 - INFO - [Train] step: 69499, loss_mpn: 0.050436, loss_rec: 0.109947, loss_semantic: 1.194407, loss_idmrf: 18.827957, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:46:57,618 - INFO - [Train] step: 69599, loss_mpn: 0.105097, loss_rec: 0.062196, loss_semantic: 0.806972, loss_idmrf: 9.268538, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:47:31,160 - INFO - [Train] step: 69699, loss_mpn: 0.059928, loss_rec: 0.159374, loss_semantic: 1.392457, loss_idmrf: 13.272294, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:48:04,639 - INFO - [Train] step: 69799, loss_mpn: 0.027031, loss_rec: 0.074212, loss_semantic: 0.804455, loss_idmrf: 8.061577, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:48:38,144 - INFO - [Train] step: 69899, loss_mpn: 0.054044, loss_rec: 0.097540, loss_semantic: 0.985682, loss_idmrf: 12.764566, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:49:11,652 - INFO - [Train] step: 69999, loss_mpn: 0.039628, loss_rec: 0.062825, loss_semantic: 0.744554, loss_idmrf: 11.702185, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:49:52,937 - INFO - [Eval] step: 69999, bce: 0.093828, psnr: 23.157099, ssim: 0.795262, lpips: 0.214064
+2023-03-23 18:50:30,240 - INFO - [Train] step: 70099, loss_mpn: 0.077101, loss_rec: 0.117591, loss_semantic: 1.036326, loss_idmrf: 11.811543, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:51:04,031 - INFO - [Train] step: 70199, loss_mpn: 0.056696, loss_rec: 0.099818, loss_semantic: 1.008313, loss_idmrf: 13.663358, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:51:37,782 - INFO - [Train] step: 70299, loss_mpn: 0.048408, loss_rec: 0.066318, loss_semantic: 0.834472, loss_idmrf: 6.700188, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:52:11,383 - INFO - [Train] step: 70399, loss_mpn: 0.054638, loss_rec: 0.100634, loss_semantic: 0.961955, loss_idmrf: 16.183640, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:52:44,873 - INFO - [Train] step: 70499, loss_mpn: 0.037652, loss_rec: 0.087803, loss_semantic: 0.936925, loss_idmrf: 11.865056, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:53:18,178 - INFO - [Train] step: 70599, loss_mpn: 0.037708, loss_rec: 0.069889, loss_semantic: 0.747804, loss_idmrf: 9.443352, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:53:52,210 - INFO - [Train] step: 70699, loss_mpn: 0.021845, loss_rec: 0.061402, loss_semantic: 0.728445, loss_idmrf: 6.984874, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:54:25,797 - INFO - [Train] step: 70799, loss_mpn: 0.051248, loss_rec: 0.106655, loss_semantic: 1.099563, loss_idmrf: 11.543606, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:54:59,368 - INFO - [Train] step: 70899, loss_mpn: 0.029953, loss_rec: 0.089579, loss_semantic: 0.859787, loss_idmrf: 11.564328, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:55:32,892 - INFO - [Train] step: 70999, loss_mpn: 0.057078, loss_rec: 0.086644, loss_semantic: 0.991396, loss_idmrf: 12.403787, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:56:13,941 - INFO - [Eval] step: 70999, bce: 0.092648, psnr: 23.085508, ssim: 0.794858, lpips: 0.213282
+2023-03-23 18:56:51,120 - INFO - [Train] step: 71099, loss_mpn: 0.073458, loss_rec: 0.091109, loss_semantic: 1.001175, loss_idmrf: 11.912811, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:57:24,532 - INFO - [Train] step: 71199, loss_mpn: 0.018830, loss_rec: 0.057128, loss_semantic: 0.726589, loss_idmrf: 8.102524, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:57:58,041 - INFO - [Train] step: 71299, loss_mpn: 0.030106, loss_rec: 0.077653, loss_semantic: 0.796970, loss_idmrf: 7.322456, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:58:31,560 - INFO - [Train] step: 71399, loss_mpn: 0.054566, loss_rec: 0.087479, loss_semantic: 0.964964, loss_idmrf: 10.121167, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:59:04,980 - INFO - [Train] step: 71499, loss_mpn: 0.045527, loss_rec: 0.128242, loss_semantic: 1.298859, loss_idmrf: 12.549067, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:59:38,442 - INFO - [Train] step: 71599, loss_mpn: 0.022401, loss_rec: 0.059140, loss_semantic: 0.679013, loss_idmrf: 5.515702, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:00:11,962 - INFO - [Train] step: 71699, loss_mpn: 0.039423, loss_rec: 0.069045, loss_semantic: 0.843716, loss_idmrf: 10.464068, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:00:45,449 - INFO - [Train] step: 71799, loss_mpn: 0.041752, loss_rec: 0.086689, loss_semantic: 0.934199, loss_idmrf: 12.159443, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:01:18,959 - INFO - [Train] step: 71899, loss_mpn: 0.028266, loss_rec: 0.090347, loss_semantic: 0.840387, loss_idmrf: 8.603743, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:01:52,449 - INFO - [Train] step: 71999, loss_mpn: 0.027799, loss_rec: 0.061493, loss_semantic: 0.720044, loss_idmrf: 6.968545, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:02:33,576 - INFO - [Eval] step: 71999, bce: 0.101610, psnr: 23.226006, ssim: 0.795331, lpips: 0.212441
+2023-03-23 19:03:11,124 - INFO - [Train] step: 72099, loss_mpn: 0.025125, loss_rec: 0.061672, loss_semantic: 0.743962, loss_idmrf: 7.986144, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:03:44,859 - INFO - [Train] step: 72199, loss_mpn: 0.029635, loss_rec: 0.053781, loss_semantic: 0.670655, loss_idmrf: 10.449358, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:04:18,527 - INFO - [Train] step: 72299, loss_mpn: 0.058345, loss_rec: 0.085328, loss_semantic: 0.854856, loss_idmrf: 12.729570, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:04:52,078 - INFO - [Train] step: 72399, loss_mpn: 0.058541, loss_rec: 0.115749, loss_semantic: 1.332581, loss_idmrf: 13.765883, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:05:26,070 - INFO - [Train] step: 72499, loss_mpn: 0.022423, loss_rec: 0.041049, loss_semantic: 0.588596, loss_idmrf: 8.087828, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:05:59,922 - INFO - [Train] step: 72599, loss_mpn: 0.006405, loss_rec: 0.038605, loss_semantic: 0.504062, loss_idmrf: 3.980720, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:06:33,669 - INFO - [Train] step: 72699, loss_mpn: 0.052314, loss_rec: 0.083865, loss_semantic: 1.006606, loss_idmrf: 12.292626, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:07:07,503 - INFO - [Train] step: 72799, loss_mpn: 0.048226, loss_rec: 0.113110, loss_semantic: 1.006898, loss_idmrf: 10.657516, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:07:41,289 - INFO - [Train] step: 72899, loss_mpn: 0.030954, loss_rec: 0.055075, loss_semantic: 0.578560, loss_idmrf: 10.117582, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:08:15,051 - INFO - [Train] step: 72999, loss_mpn: 0.058964, loss_rec: 0.088196, loss_semantic: 0.829561, loss_idmrf: 10.924500, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:08:56,686 - INFO - [Eval] step: 72999, bce: 0.097601, psnr: 23.159143, ssim: 0.794343, lpips: 0.211680
+2023-03-23 19:09:34,170 - INFO - [Train] step: 73099, loss_mpn: 0.025869, loss_rec: 0.057173, loss_semantic: 0.653754, loss_idmrf: 8.031368, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:10:07,663 - INFO - [Train] step: 73199, loss_mpn: 0.024380, loss_rec: 0.073064, loss_semantic: 0.830569, loss_idmrf: 10.271002, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:10:41,427 - INFO - [Train] step: 73299, loss_mpn: 0.029204, loss_rec: 0.079100, loss_semantic: 0.847869, loss_idmrf: 8.658644, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:11:14,950 - INFO - [Train] step: 73399, loss_mpn: 0.033966, loss_rec: 0.086606, loss_semantic: 0.944840, loss_idmrf: 13.178841, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:11:48,695 - INFO - [Train] step: 73499, loss_mpn: 0.049793, loss_rec: 0.109952, loss_semantic: 1.122820, loss_idmrf: 11.435863, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:12:22,479 - INFO - [Train] step: 73599, loss_mpn: 0.047050, loss_rec: 0.085845, loss_semantic: 0.931485, loss_idmrf: 11.511168, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:12:56,274 - INFO - [Train] step: 73699, loss_mpn: 0.020245, loss_rec: 0.049240, loss_semantic: 0.591285, loss_idmrf: 4.389970, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:13:30,002 - INFO - [Train] step: 73799, loss_mpn: 0.026579, loss_rec: 0.067644, loss_semantic: 0.796525, loss_idmrf: 10.816476, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:14:03,747 - INFO - [Train] step: 73899, loss_mpn: 0.036359, loss_rec: 0.053621, loss_semantic: 0.743162, loss_idmrf: 10.698355, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:14:37,435 - INFO - [Train] step: 73999, loss_mpn: 0.056180, loss_rec: 0.125517, loss_semantic: 1.198857, loss_idmrf: 13.304659, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:15:20,535 - INFO - [Eval] step: 73999, bce: 0.094864, psnr: 23.072254, ssim: 0.797302, lpips: 0.209734
+2023-03-23 19:15:57,872 - INFO - [Train] step: 74099, loss_mpn: 0.030446, loss_rec: 0.085871, loss_semantic: 0.918873, loss_idmrf: 9.936459, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:16:31,393 - INFO - [Train] step: 74199, loss_mpn: 0.022254, loss_rec: 0.065173, loss_semantic: 0.718327, loss_idmrf: 5.565392, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:17:05,427 - INFO - [Train] step: 74299, loss_mpn: 0.058329, loss_rec: 0.099429, loss_semantic: 1.010234, loss_idmrf: 17.342461, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:17:39,193 - INFO - [Train] step: 74399, loss_mpn: 0.048578, loss_rec: 0.088253, loss_semantic: 0.925461, loss_idmrf: 11.677269, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:18:12,671 - INFO - [Train] step: 74499, loss_mpn: 0.025726, loss_rec: 0.053584, loss_semantic: 0.622471, loss_idmrf: 6.956982, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:18:46,244 - INFO - [Train] step: 74599, loss_mpn: 0.040658, loss_rec: 0.092796, loss_semantic: 0.987687, loss_idmrf: 14.422578, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:19:19,798 - INFO - [Train] step: 74699, loss_mpn: 0.046429, loss_rec: 0.069992, loss_semantic: 0.837868, loss_idmrf: 9.746590, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:19:53,363 - INFO - [Train] step: 74799, loss_mpn: 0.049150, loss_rec: 0.080481, loss_semantic: 0.816156, loss_idmrf: 11.936672, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:20:26,944 - INFO - [Train] step: 74899, loss_mpn: 0.003540, loss_rec: 0.030215, loss_semantic: 0.448377, loss_idmrf: 2.588642, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:21:00,505 - INFO - [Train] step: 74999, loss_mpn: 0.043776, loss_rec: 0.117279, loss_semantic: 1.037446, loss_idmrf: 16.166405, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:21:42,675 - INFO - [Eval] step: 74999, bce: 0.095989, psnr: 23.144535, ssim: 0.797300, lpips: 0.208583
+2023-03-23 19:22:19,968 - INFO - [Train] step: 75099, loss_mpn: 0.012725, loss_rec: 0.047280, loss_semantic: 0.639094, loss_idmrf: 5.360768, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:22:53,045 - INFO - [Train] step: 75199, loss_mpn: 0.011395, loss_rec: 0.045520, loss_semantic: 0.614078, loss_idmrf: 5.105969, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:23:26,639 - INFO - [Train] step: 75299, loss_mpn: 0.047292, loss_rec: 0.093636, loss_semantic: 0.881311, loss_idmrf: 9.591996, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:24:00,148 - INFO - [Train] step: 75399, loss_mpn: 0.064034, loss_rec: 0.120013, loss_semantic: 1.142643, loss_idmrf: 12.802042, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:24:33,716 - INFO - [Train] step: 75499, loss_mpn: 0.036273, loss_rec: 0.100835, loss_semantic: 1.057542, loss_idmrf: 8.862383, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:25:07,261 - INFO - [Train] step: 75599, loss_mpn: 0.029363, loss_rec: 0.084524, loss_semantic: 0.895151, loss_idmrf: 9.993565, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:25:40,850 - INFO - [Train] step: 75699, loss_mpn: 0.053068, loss_rec: 0.147712, loss_semantic: 1.206618, loss_idmrf: 13.400361, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:26:14,362 - INFO - [Train] step: 75799, loss_mpn: 0.029313, loss_rec: 0.050068, loss_semantic: 0.640652, loss_idmrf: 11.950981, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:26:47,892 - INFO - [Train] step: 75899, loss_mpn: 0.026163, loss_rec: 0.091248, loss_semantic: 0.885645, loss_idmrf: 9.349111, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:27:21,500 - INFO - [Train] step: 75999, loss_mpn: 0.039547, loss_rec: 0.072463, loss_semantic: 0.806127, loss_idmrf: 9.356532, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:28:02,266 - INFO - [Eval] step: 75999, bce: 0.099324, psnr: 23.187769, ssim: 0.796582, lpips: 0.212853
+2023-03-23 19:28:39,835 - INFO - [Train] step: 76099, loss_mpn: 0.060412, loss_rec: 0.129868, loss_semantic: 1.210164, loss_idmrf: 11.873556, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:29:13,562 - INFO - [Train] step: 76199, loss_mpn: 0.026867, loss_rec: 0.074405, loss_semantic: 0.808641, loss_idmrf: 6.685142, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:29:47,239 - INFO - [Train] step: 76299, loss_mpn: 0.019775, loss_rec: 0.058808, loss_semantic: 0.767359, loss_idmrf: 6.256797, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:30:21,013 - INFO - [Train] step: 76399, loss_mpn: 0.032104, loss_rec: 0.095301, loss_semantic: 1.067054, loss_idmrf: 9.610262, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:30:54,539 - INFO - [Train] step: 76499, loss_mpn: 0.033975, loss_rec: 0.085585, loss_semantic: 0.832974, loss_idmrf: 10.947161, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:31:28,227 - INFO - [Train] step: 76599, loss_mpn: 0.024985, loss_rec: 0.103387, loss_semantic: 1.021932, loss_idmrf: 9.651113, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:32:01,921 - INFO - [Train] step: 76699, loss_mpn: 0.039441, loss_rec: 0.070583, loss_semantic: 0.744135, loss_idmrf: 11.688618, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:32:35,542 - INFO - [Train] step: 76799, loss_mpn: 0.029621, loss_rec: 0.078168, loss_semantic: 0.829529, loss_idmrf: 11.514371, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:33:09,264 - INFO - [Train] step: 76899, loss_mpn: 0.030118, loss_rec: 0.085890, loss_semantic: 0.868684, loss_idmrf: 7.730564, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:33:42,980 - INFO - [Train] step: 76999, loss_mpn: 0.025393, loss_rec: 0.080613, loss_semantic: 0.880292, loss_idmrf: 7.481449, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:34:24,426 - INFO - [Eval] step: 76999, bce: 0.090589, psnr: 23.306932, ssim: 0.799127, lpips: 0.209664
+2023-03-23 19:35:01,883 - INFO - [Train] step: 77099, loss_mpn: 0.035418, loss_rec: 0.081860, loss_semantic: 0.843514, loss_idmrf: 11.101074, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:35:35,179 - INFO - [Train] step: 77199, loss_mpn: 0.046475, loss_rec: 0.089866, loss_semantic: 0.998366, loss_idmrf: 12.360620, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:36:08,811 - INFO - [Train] step: 77299, loss_mpn: 0.059842, loss_rec: 0.121431, loss_semantic: 1.309613, loss_idmrf: 13.514040, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:36:42,319 - INFO - [Train] step: 77399, loss_mpn: 0.012250, loss_rec: 0.065410, loss_semantic: 0.864975, loss_idmrf: 8.367885, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:37:15,645 - INFO - [Train] step: 77499, loss_mpn: 0.059552, loss_rec: 0.091795, loss_semantic: 0.901136, loss_idmrf: 16.899994, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:37:49,067 - INFO - [Train] step: 77599, loss_mpn: 0.033033, loss_rec: 0.083852, loss_semantic: 0.896283, loss_idmrf: 10.431471, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:38:22,171 - INFO - [Train] step: 77699, loss_mpn: 0.062389, loss_rec: 0.075850, loss_semantic: 0.960547, loss_idmrf: 15.088961, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:38:55,436 - INFO - [Train] step: 77799, loss_mpn: 0.022073, loss_rec: 0.060752, loss_semantic: 0.696138, loss_idmrf: 6.699159, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:39:28,745 - INFO - [Train] step: 77899, loss_mpn: 0.039165, loss_rec: 0.096933, loss_semantic: 1.001326, loss_idmrf: 10.119373, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:40:01,852 - INFO - [Train] step: 77999, loss_mpn: 0.043825, loss_rec: 0.115685, loss_semantic: 1.105095, loss_idmrf: 11.921363, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:40:43,628 - INFO - [Eval] step: 77999, bce: 0.084590, psnr: 23.320501, ssim: 0.799004, lpips: 0.208851
+2023-03-23 19:41:21,115 - INFO - [Train] step: 78099, loss_mpn: 0.038429, loss_rec: 0.109173, loss_semantic: 1.143642, loss_idmrf: 11.463864, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:41:54,315 - INFO - [Train] step: 78199, loss_mpn: 0.023724, loss_rec: 0.077991, loss_semantic: 0.932241, loss_idmrf: 8.414334, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:42:27,737 - INFO - [Train] step: 78299, loss_mpn: 0.048097, loss_rec: 0.099563, loss_semantic: 1.157556, loss_idmrf: 17.689663, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:43:01,107 - INFO - [Train] step: 78399, loss_mpn: 0.030828, loss_rec: 0.069164, loss_semantic: 0.761791, loss_idmrf: 10.244448, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:43:34,325 - INFO - [Train] step: 78499, loss_mpn: 0.036060, loss_rec: 0.108052, loss_semantic: 1.010722, loss_idmrf: 12.146107, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:44:07,688 - INFO - [Train] step: 78599, loss_mpn: 0.037368, loss_rec: 0.097189, loss_semantic: 0.919434, loss_idmrf: 15.404386, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:44:40,971 - INFO - [Train] step: 78699, loss_mpn: 0.035095, loss_rec: 0.077900, loss_semantic: 0.825620, loss_idmrf: 9.395074, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:45:14,441 - INFO - [Train] step: 78799, loss_mpn: 0.150856, loss_rec: 0.105188, loss_semantic: 1.059606, loss_idmrf: 12.877608, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:45:47,948 - INFO - [Train] step: 78899, loss_mpn: 0.046421, loss_rec: 0.087649, loss_semantic: 0.972960, loss_idmrf: 16.620321, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:46:21,316 - INFO - [Train] step: 78999, loss_mpn: 0.047766, loss_rec: 0.094415, loss_semantic: 1.114819, loss_idmrf: 13.864618, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:47:02,655 - INFO - [Eval] step: 78999, bce: 0.085626, psnr: 23.372118, ssim: 0.799199, lpips: 0.208746
+2023-03-23 19:47:40,264 - INFO - [Train] step: 79099, loss_mpn: 0.085850, loss_rec: 0.106784, loss_semantic: 1.134108, loss_idmrf: 13.867184, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:48:13,515 - INFO - [Train] step: 79199, loss_mpn: 0.014439, loss_rec: 0.061612, loss_semantic: 0.736788, loss_idmrf: 5.315928, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:48:47,060 - INFO - [Train] step: 79299, loss_mpn: 0.029323, loss_rec: 0.070963, loss_semantic: 0.803019, loss_idmrf: 7.738336, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:49:20,850 - INFO - [Train] step: 79399, loss_mpn: 0.074517, loss_rec: 0.098272, loss_semantic: 1.029847, loss_idmrf: 13.483493, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:49:54,598 - INFO - [Train] step: 79499, loss_mpn: 0.042994, loss_rec: 0.082689, loss_semantic: 0.946243, loss_idmrf: 11.648678, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:50:28,171 - INFO - [Train] step: 79599, loss_mpn: 0.041260, loss_rec: 0.070041, loss_semantic: 0.752895, loss_idmrf: 10.812181, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:51:01,646 - INFO - [Train] step: 79699, loss_mpn: 0.017636, loss_rec: 0.085554, loss_semantic: 0.941714, loss_idmrf: 6.681454, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:51:35,122 - INFO - [Train] step: 79799, loss_mpn: 0.037343, loss_rec: 0.058067, loss_semantic: 0.668851, loss_idmrf: 8.821908, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:52:08,606 - INFO - [Train] step: 79899, loss_mpn: 0.021660, loss_rec: 0.060014, loss_semantic: 0.753427, loss_idmrf: 7.838210, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:52:42,110 - INFO - [Train] step: 79999, loss_mpn: 0.038383, loss_rec: 0.070336, loss_semantic: 0.794458, loss_idmrf: 11.809409, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:53:23,446 - INFO - [Eval] step: 79999, bce: 0.084802, psnr: 23.274910, ssim: 0.799873, lpips: 0.211503
+2023-03-23 19:54:00,933 - INFO - [Train] step: 80099, loss_mpn: 0.036000, loss_rec: 0.093539, loss_semantic: 0.917783, loss_idmrf: 13.671318, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:54:34,243 - INFO - [Train] step: 80199, loss_mpn: 0.038371, loss_rec: 0.076763, loss_semantic: 0.891003, loss_idmrf: 11.204432, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:55:07,634 - INFO - [Train] step: 80299, loss_mpn: 0.038031, loss_rec: 0.080448, loss_semantic: 0.859900, loss_idmrf: 8.801884, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:55:41,111 - INFO - [Train] step: 80399, loss_mpn: 0.039487, loss_rec: 0.079582, loss_semantic: 0.910695, loss_idmrf: 9.427091, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:56:14,863 - INFO - [Train] step: 80499, loss_mpn: 0.032666, loss_rec: 0.077414, loss_semantic: 0.850189, loss_idmrf: 8.909368, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:56:48,510 - INFO - [Train] step: 80599, loss_mpn: 0.021213, loss_rec: 0.076064, loss_semantic: 0.925556, loss_idmrf: 10.542938, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:57:22,057 - INFO - [Train] step: 80699, loss_mpn: 0.053729, loss_rec: 0.077109, loss_semantic: 0.797705, loss_idmrf: 7.784870, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:57:55,636 - INFO - [Train] step: 80799, loss_mpn: 0.031748, loss_rec: 0.049884, loss_semantic: 0.632380, loss_idmrf: 10.064186, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:58:29,159 - INFO - [Train] step: 80899, loss_mpn: 0.036278, loss_rec: 0.064547, loss_semantic: 0.804679, loss_idmrf: 7.913241, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:59:02,955 - INFO - [Train] step: 80999, loss_mpn: 0.033793, loss_rec: 0.081305, loss_semantic: 0.865663, loss_idmrf: 8.034604, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:59:46,099 - INFO - [Eval] step: 80999, bce: 0.085717, psnr: 23.383167, ssim: 0.800303, lpips: 0.208208
+2023-03-23 20:00:23,378 - INFO - [Train] step: 81099, loss_mpn: 0.031502, loss_rec: 0.070334, loss_semantic: 0.780250, loss_idmrf: 8.989635, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:00:57,326 - INFO - [Train] step: 81199, loss_mpn: 0.042739, loss_rec: 0.117554, loss_semantic: 0.999591, loss_idmrf: 14.892171, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:01:31,008 - INFO - [Train] step: 81299, loss_mpn: 0.027299, loss_rec: 0.054103, loss_semantic: 0.698489, loss_idmrf: 7.851620, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:02:04,661 - INFO - [Train] step: 81399, loss_mpn: 0.042032, loss_rec: 0.093275, loss_semantic: 0.951082, loss_idmrf: 12.955614, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:02:38,316 - INFO - [Train] step: 81499, loss_mpn: 0.052217, loss_rec: 0.146967, loss_semantic: 1.187449, loss_idmrf: 15.046126, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:03:11,934 - INFO - [Train] step: 81599, loss_mpn: 0.028136, loss_rec: 0.068250, loss_semantic: 0.824031, loss_idmrf: 8.214477, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:03:45,567 - INFO - [Train] step: 81699, loss_mpn: 0.032391, loss_rec: 0.064468, loss_semantic: 0.781782, loss_idmrf: 9.722340, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:04:19,141 - INFO - [Train] step: 81799, loss_mpn: 0.021982, loss_rec: 0.086153, loss_semantic: 0.844648, loss_idmrf: 9.801738, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:04:52,609 - INFO - [Train] step: 81899, loss_mpn: 0.043312, loss_rec: 0.076526, loss_semantic: 0.917595, loss_idmrf: 12.727964, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:05:25,887 - INFO - [Train] step: 81999, loss_mpn: 0.062660, loss_rec: 0.088343, loss_semantic: 0.880661, loss_idmrf: 12.471271, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:06:09,575 - INFO - [Eval] step: 81999, bce: 0.091984, psnr: 23.407000, ssim: 0.799566, lpips: 0.207651
+2023-03-23 20:06:46,801 - INFO - [Train] step: 82099, loss_mpn: 0.044868, loss_rec: 0.097364, loss_semantic: 1.012814, loss_idmrf: 10.642346, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:07:20,028 - INFO - [Train] step: 82199, loss_mpn: 0.030294, loss_rec: 0.079347, loss_semantic: 0.889948, loss_idmrf: 9.923513, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:07:53,983 - INFO - [Train] step: 82299, loss_mpn: 0.040559, loss_rec: 0.066392, loss_semantic: 0.814152, loss_idmrf: 10.135664, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:08:27,632 - INFO - [Train] step: 82399, loss_mpn: 0.037062, loss_rec: 0.090511, loss_semantic: 0.838173, loss_idmrf: 12.234955, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:09:01,180 - INFO - [Train] step: 82499, loss_mpn: 0.038308, loss_rec: 0.069076, loss_semantic: 0.751806, loss_idmrf: 10.084321, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:09:34,743 - INFO - [Train] step: 82599, loss_mpn: 0.027602, loss_rec: 0.078199, loss_semantic: 0.758027, loss_idmrf: 12.361370, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:10:08,760 - INFO - [Train] step: 82699, loss_mpn: 0.010085, loss_rec: 0.045165, loss_semantic: 0.604585, loss_idmrf: 4.053333, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:10:42,697 - INFO - [Train] step: 82799, loss_mpn: 0.030692, loss_rec: 0.070359, loss_semantic: 0.771579, loss_idmrf: 9.150106, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:11:16,533 - INFO - [Train] step: 82899, loss_mpn: 0.034830, loss_rec: 0.067717, loss_semantic: 0.778436, loss_idmrf: 11.147367, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:11:50,345 - INFO - [Train] step: 82999, loss_mpn: 0.019875, loss_rec: 0.052913, loss_semantic: 0.660777, loss_idmrf: 11.110743, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:12:32,563 - INFO - [Eval] step: 82999, bce: 0.087910, psnr: 23.349064, ssim: 0.799649, lpips: 0.208605
+2023-03-23 20:13:09,792 - INFO - [Train] step: 83099, loss_mpn: 0.070494, loss_rec: 0.075444, loss_semantic: 0.924615, loss_idmrf: 8.458188, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:13:43,116 - INFO - [Train] step: 83199, loss_mpn: 0.014860, loss_rec: 0.033313, loss_semantic: 0.490454, loss_idmrf: 6.942839, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:14:16,582 - INFO - [Train] step: 83299, loss_mpn: 0.033597, loss_rec: 0.102298, loss_semantic: 0.845701, loss_idmrf: 12.781678, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:14:50,036 - INFO - [Train] step: 83399, loss_mpn: 0.041055, loss_rec: 0.080251, loss_semantic: 0.813607, loss_idmrf: 11.611446, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:15:23,695 - INFO - [Train] step: 83499, loss_mpn: 0.038149, loss_rec: 0.085856, loss_semantic: 0.986447, loss_idmrf: 10.595537, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:15:57,350 - INFO - [Train] step: 83599, loss_mpn: 0.049098, loss_rec: 0.076309, loss_semantic: 0.879011, loss_idmrf: 11.613277, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:16:30,902 - INFO - [Train] step: 83699, loss_mpn: 0.017572, loss_rec: 0.079393, loss_semantic: 0.754501, loss_idmrf: 5.902670, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:17:04,389 - INFO - [Train] step: 83799, loss_mpn: 0.040758, loss_rec: 0.111489, loss_semantic: 0.944791, loss_idmrf: 9.824488, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:17:37,834 - INFO - [Train] step: 83899, loss_mpn: 0.056123, loss_rec: 0.089076, loss_semantic: 0.979207, loss_idmrf: 10.024593, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:18:11,573 - INFO - [Train] step: 83999, loss_mpn: 0.033645, loss_rec: 0.075220, loss_semantic: 0.749243, loss_idmrf: 8.803727, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:18:52,776 - INFO - [Eval] step: 83999, bce: 0.083575, psnr: 23.342783, ssim: 0.801118, lpips: 0.206957
+2023-03-23 20:19:30,146 - INFO - [Train] step: 84099, loss_mpn: 0.051906, loss_rec: 0.068875, loss_semantic: 0.814130, loss_idmrf: 8.450512, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:20:03,634 - INFO - [Train] step: 84199, loss_mpn: 0.039765, loss_rec: 0.103936, loss_semantic: 1.067086, loss_idmrf: 10.523376, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:20:37,359 - INFO - [Train] step: 84299, loss_mpn: 0.027922, loss_rec: 0.074190, loss_semantic: 0.857737, loss_idmrf: 10.942113, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:21:10,811 - INFO - [Train] step: 84399, loss_mpn: 0.039405, loss_rec: 0.072851, loss_semantic: 0.746448, loss_idmrf: 8.210733, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:21:44,305 - INFO - [Train] step: 84499, loss_mpn: 0.008172, loss_rec: 0.040982, loss_semantic: 0.584626, loss_idmrf: 4.755626, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:22:17,768 - INFO - [Train] step: 84599, loss_mpn: 0.077001, loss_rec: 0.103915, loss_semantic: 0.952752, loss_idmrf: 16.219011, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:22:51,217 - INFO - [Train] step: 84699, loss_mpn: 0.017938, loss_rec: 0.061364, loss_semantic: 0.784235, loss_idmrf: 5.698922, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:23:24,588 - INFO - [Train] step: 84799, loss_mpn: 0.052635, loss_rec: 0.107499, loss_semantic: 1.038308, loss_idmrf: 15.724358, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:23:58,601 - INFO - [Train] step: 84899, loss_mpn: 0.018037, loss_rec: 0.045988, loss_semantic: 0.567570, loss_idmrf: 6.481202, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:24:32,251 - INFO - [Train] step: 84999, loss_mpn: 0.044305, loss_rec: 0.091446, loss_semantic: 1.000112, loss_idmrf: 15.302576, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:25:13,550 - INFO - [Eval] step: 84999, bce: 0.078961, psnr: 23.463469, ssim: 0.800409, lpips: 0.208485
+2023-03-23 20:25:50,912 - INFO - [Train] step: 85099, loss_mpn: 0.033299, loss_rec: 0.085766, loss_semantic: 0.783918, loss_idmrf: 9.783354, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:26:24,559 - INFO - [Train] step: 85199, loss_mpn: 0.030689, loss_rec: 0.081414, loss_semantic: 0.800974, loss_idmrf: 11.235915, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:26:58,171 - INFO - [Train] step: 85299, loss_mpn: 0.014052, loss_rec: 0.056720, loss_semantic: 0.670812, loss_idmrf: 8.121762, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:27:31,809 - INFO - [Train] step: 85399, loss_mpn: 0.017838, loss_rec: 0.048998, loss_semantic: 0.575872, loss_idmrf: 4.875478, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:28:05,631 - INFO - [Train] step: 85499, loss_mpn: 0.019921, loss_rec: 0.064433, loss_semantic: 0.715418, loss_idmrf: 6.632263, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:28:39,322 - INFO - [Train] step: 85599, loss_mpn: 0.050179, loss_rec: 0.095993, loss_semantic: 0.967678, loss_idmrf: 15.006491, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:29:12,709 - INFO - [Train] step: 85699, loss_mpn: 0.007617, loss_rec: 0.031072, loss_semantic: 0.463762, loss_idmrf: 4.579632, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:29:46,371 - INFO - [Train] step: 85799, loss_mpn: 0.058775, loss_rec: 0.088439, loss_semantic: 0.978655, loss_idmrf: 12.501595, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:30:19,614 - INFO - [Train] step: 85899, loss_mpn: 0.045637, loss_rec: 0.081548, loss_semantic: 0.944140, loss_idmrf: 12.910894, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:30:52,862 - INFO - [Train] step: 85999, loss_mpn: 0.027472, loss_rec: 0.062435, loss_semantic: 0.739990, loss_idmrf: 9.353002, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:31:35,522 - INFO - [Eval] step: 85999, bce: 0.080749, psnr: 23.444355, ssim: 0.802182, lpips: 0.206761
+2023-03-23 20:32:12,550 - INFO - [Train] step: 86099, loss_mpn: 0.051017, loss_rec: 0.098111, loss_semantic: 1.076045, loss_idmrf: 17.502512, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:32:45,418 - INFO - [Train] step: 86199, loss_mpn: 0.032753, loss_rec: 0.076978, loss_semantic: 0.746301, loss_idmrf: 8.509766, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:33:18,708 - INFO - [Train] step: 86299, loss_mpn: 0.055403, loss_rec: 0.066070, loss_semantic: 0.783507, loss_idmrf: 14.903243, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:33:51,941 - INFO - [Train] step: 86399, loss_mpn: 0.041492, loss_rec: 0.106593, loss_semantic: 1.101192, loss_idmrf: 10.724798, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:34:25,106 - INFO - [Train] step: 86499, loss_mpn: 0.024927, loss_rec: 0.081527, loss_semantic: 0.923402, loss_idmrf: 8.750711, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:34:58,616 - INFO - [Train] step: 86599, loss_mpn: 0.050849, loss_rec: 0.077320, loss_semantic: 0.794592, loss_idmrf: 13.799305, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:35:32,056 - INFO - [Train] step: 86699, loss_mpn: 0.031554, loss_rec: 0.086590, loss_semantic: 0.895501, loss_idmrf: 6.760575, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:36:05,377 - INFO - [Train] step: 86799, loss_mpn: 0.035844, loss_rec: 0.084041, loss_semantic: 0.847188, loss_idmrf: 10.955432, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:36:38,602 - INFO - [Train] step: 86899, loss_mpn: 0.025752, loss_rec: 0.072114, loss_semantic: 0.738575, loss_idmrf: 7.477667, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:37:11,934 - INFO - [Train] step: 86999, loss_mpn: 0.046569, loss_rec: 0.093536, loss_semantic: 0.895091, loss_idmrf: 9.422153, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:37:53,837 - INFO - [Eval] step: 86999, bce: 0.087522, psnr: 23.245153, ssim: 0.801763, lpips: 0.209262
+2023-03-23 20:38:31,085 - INFO - [Train] step: 87099, loss_mpn: 0.021784, loss_rec: 0.046108, loss_semantic: 0.600476, loss_idmrf: 5.042989, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:39:04,916 - INFO - [Train] step: 87199, loss_mpn: 0.042035, loss_rec: 0.092681, loss_semantic: 0.961771, loss_idmrf: 11.299202, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:39:38,712 - INFO - [Train] step: 87299, loss_mpn: 0.031815, loss_rec: 0.074261, loss_semantic: 0.796312, loss_idmrf: 7.593540, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:40:12,379 - INFO - [Train] step: 87399, loss_mpn: 0.038036, loss_rec: 0.094500, loss_semantic: 0.883539, loss_idmrf: 8.180834, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:40:46,066 - INFO - [Train] step: 87499, loss_mpn: 0.014976, loss_rec: 0.073525, loss_semantic: 0.774507, loss_idmrf: 5.881267, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:41:19,753 - INFO - [Train] step: 87599, loss_mpn: 0.026543, loss_rec: 0.061281, loss_semantic: 0.688479, loss_idmrf: 6.893132, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:41:53,280 - INFO - [Train] step: 87699, loss_mpn: 0.018687, loss_rec: 0.067318, loss_semantic: 0.876319, loss_idmrf: 8.312926, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:42:26,756 - INFO - [Train] step: 87799, loss_mpn: 0.040220, loss_rec: 0.089249, loss_semantic: 0.831506, loss_idmrf: 11.674978, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:43:00,176 - INFO - [Train] step: 87899, loss_mpn: 0.014204, loss_rec: 0.055259, loss_semantic: 0.638874, loss_idmrf: 7.970124, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:43:33,395 - INFO - [Train] step: 87999, loss_mpn: 0.051166, loss_rec: 0.089230, loss_semantic: 0.924655, loss_idmrf: 10.225794, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:44:14,478 - INFO - [Eval] step: 87999, bce: 0.075772, psnr: 23.478758, ssim: 0.802702, lpips: 0.207144
+2023-03-23 20:44:51,537 - INFO - [Train] step: 88099, loss_mpn: 0.013225, loss_rec: 0.038927, loss_semantic: 0.508618, loss_idmrf: 4.099735, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:45:25,210 - INFO - [Train] step: 88199, loss_mpn: 0.027712, loss_rec: 0.056767, loss_semantic: 0.614695, loss_idmrf: 5.858931, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:45:58,801 - INFO - [Train] step: 88299, loss_mpn: 0.016350, loss_rec: 0.072912, loss_semantic: 0.811369, loss_idmrf: 8.229619, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:46:32,328 - INFO - [Train] step: 88399, loss_mpn: 0.034680, loss_rec: 0.073661, loss_semantic: 0.853829, loss_idmrf: 8.697133, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:47:05,819 - INFO - [Train] step: 88499, loss_mpn: 0.034202, loss_rec: 0.078586, loss_semantic: 0.953635, loss_idmrf: 10.052435, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:47:39,856 - INFO - [Train] step: 88599, loss_mpn: 0.036269, loss_rec: 0.076817, loss_semantic: 0.831000, loss_idmrf: 13.594931, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:48:13,434 - INFO - [Train] step: 88699, loss_mpn: 0.014551, loss_rec: 0.049310, loss_semantic: 0.605274, loss_idmrf: 5.538897, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:48:46,991 - INFO - [Train] step: 88799, loss_mpn: 0.047789, loss_rec: 0.088997, loss_semantic: 0.993511, loss_idmrf: 12.893968, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:49:20,940 - INFO - [Train] step: 88899, loss_mpn: 0.095249, loss_rec: 0.089693, loss_semantic: 0.879215, loss_idmrf: 9.631476, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:49:54,876 - INFO - [Train] step: 88999, loss_mpn: 0.018625, loss_rec: 0.067561, loss_semantic: 0.752358, loss_idmrf: 6.998046, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:50:36,338 - INFO - [Eval] step: 88999, bce: 0.080990, psnr: 23.391291, ssim: 0.802863, lpips: 0.206955
+2023-03-23 20:51:13,682 - INFO - [Train] step: 89099, loss_mpn: 0.019088, loss_rec: 0.056183, loss_semantic: 0.704596, loss_idmrf: 6.434267, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:51:47,610 - INFO - [Train] step: 89199, loss_mpn: 0.032319, loss_rec: 0.068898, loss_semantic: 0.789734, loss_idmrf: 9.333874, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:52:21,484 - INFO - [Train] step: 89299, loss_mpn: 0.030583, loss_rec: 0.068523, loss_semantic: 0.713486, loss_idmrf: 7.046588, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:52:55,269 - INFO - [Train] step: 89399, loss_mpn: 0.062557, loss_rec: 0.091500, loss_semantic: 1.016023, loss_idmrf: 16.635986, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:53:29,005 - INFO - [Train] step: 89499, loss_mpn: 0.036313, loss_rec: 0.088156, loss_semantic: 0.947113, loss_idmrf: 10.778568, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:54:02,732 - INFO - [Train] step: 89599, loss_mpn: 0.052301, loss_rec: 0.119855, loss_semantic: 0.984080, loss_idmrf: 11.517970, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:54:36,607 - INFO - [Train] step: 89699, loss_mpn: 0.031324, loss_rec: 0.057352, loss_semantic: 0.743645, loss_idmrf: 8.871416, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:55:10,561 - INFO - [Train] step: 89799, loss_mpn: 0.080894, loss_rec: 0.053864, loss_semantic: 0.683472, loss_idmrf: 6.952445, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:55:44,461 - INFO - [Train] step: 89899, loss_mpn: 0.046915, loss_rec: 0.084234, loss_semantic: 0.918228, loss_idmrf: 11.681952, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:56:18,304 - INFO - [Train] step: 89999, loss_mpn: 0.025678, loss_rec: 0.074977, loss_semantic: 0.859725, loss_idmrf: 10.021784, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:57:00,187 - INFO - [Eval] step: 89999, bce: 0.077727, psnr: 23.489655, ssim: 0.803266, lpips: 0.205211
+2023-03-23 20:57:37,557 - INFO - [Train] step: 90099, loss_mpn: 0.031621, loss_rec: 0.070210, loss_semantic: 0.730610, loss_idmrf: 11.621729, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:58:11,601 - INFO - [Train] step: 90199, loss_mpn: 0.020593, loss_rec: 0.054980, loss_semantic: 0.665349, loss_idmrf: 5.673779, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:58:45,486 - INFO - [Train] step: 90299, loss_mpn: 0.045228, loss_rec: 0.094181, loss_semantic: 1.052046, loss_idmrf: 15.089277, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:59:19,385 - INFO - [Train] step: 90399, loss_mpn: 0.028552, loss_rec: 0.056233, loss_semantic: 0.719964, loss_idmrf: 16.646357, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:59:53,240 - INFO - [Train] step: 90499, loss_mpn: 0.045604, loss_rec: 0.103510, loss_semantic: 1.037130, loss_idmrf: 11.225994, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:00:27,179 - INFO - [Train] step: 90599, loss_mpn: 0.015223, loss_rec: 0.058551, loss_semantic: 0.656391, loss_idmrf: 5.361513, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:01:01,162 - INFO - [Train] step: 90699, loss_mpn: 0.026085, loss_rec: 0.078195, loss_semantic: 0.893905, loss_idmrf: 10.040798, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:01:35,071 - INFO - [Train] step: 90799, loss_mpn: 0.012439, loss_rec: 0.065512, loss_semantic: 0.714610, loss_idmrf: 4.693652, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:02:08,763 - INFO - [Train] step: 90899, loss_mpn: 0.036558, loss_rec: 0.065793, loss_semantic: 0.777063, loss_idmrf: 9.018837, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:02:42,388 - INFO - [Train] step: 90999, loss_mpn: 0.059236, loss_rec: 0.069582, loss_semantic: 0.784888, loss_idmrf: 8.851528, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:03:23,487 - INFO - [Eval] step: 90999, bce: 0.084713, psnr: 23.514364, ssim: 0.803006, lpips: 0.208853
+2023-03-23 21:04:01,273 - INFO - [Train] step: 91099, loss_mpn: 0.019069, loss_rec: 0.071779, loss_semantic: 0.779419, loss_idmrf: 7.124423, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:04:34,804 - INFO - [Train] step: 91199, loss_mpn: 0.019914, loss_rec: 0.052694, loss_semantic: 0.660118, loss_idmrf: 5.684839, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:05:08,715 - INFO - [Train] step: 91299, loss_mpn: 0.014679, loss_rec: 0.061901, loss_semantic: 0.748020, loss_idmrf: 7.162754, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:05:42,608 - INFO - [Train] step: 91399, loss_mpn: 0.020414, loss_rec: 0.077383, loss_semantic: 0.822331, loss_idmrf: 6.698380, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:06:16,434 - INFO - [Train] step: 91499, loss_mpn: 0.031298, loss_rec: 0.058264, loss_semantic: 0.741356, loss_idmrf: 12.085461, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:06:50,385 - INFO - [Train] step: 91599, loss_mpn: 0.017424, loss_rec: 0.059847, loss_semantic: 0.724184, loss_idmrf: 6.031970, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:07:24,287 - INFO - [Train] step: 91699, loss_mpn: 0.042119, loss_rec: 0.108059, loss_semantic: 1.117735, loss_idmrf: 14.253277, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:07:58,200 - INFO - [Train] step: 91799, loss_mpn: 0.066078, loss_rec: 0.073504, loss_semantic: 0.922316, loss_idmrf: 16.635118, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:08:32,133 - INFO - [Train] step: 91899, loss_mpn: 0.041645, loss_rec: 0.064371, loss_semantic: 0.783714, loss_idmrf: 11.614643, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:09:05,995 - INFO - [Train] step: 91999, loss_mpn: 0.025357, loss_rec: 0.056263, loss_semantic: 0.730029, loss_idmrf: 10.020168, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:09:47,314 - INFO - [Eval] step: 91999, bce: 0.083104, psnr: 23.573364, ssim: 0.804324, lpips: 0.207153
+2023-03-23 21:10:25,147 - INFO - [Train] step: 92099, loss_mpn: 0.035641, loss_rec: 0.084722, loss_semantic: 0.923174, loss_idmrf: 10.208235, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:10:58,861 - INFO - [Train] step: 92199, loss_mpn: 0.023331, loss_rec: 0.055365, loss_semantic: 0.655827, loss_idmrf: 6.973282, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:11:33,357 - INFO - [Train] step: 92299, loss_mpn: 0.021676, loss_rec: 0.061791, loss_semantic: 0.729761, loss_idmrf: 8.398361, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:12:07,336 - INFO - [Train] step: 92399, loss_mpn: 0.026791, loss_rec: 0.069261, loss_semantic: 0.781146, loss_idmrf: 8.714375, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:12:41,355 - INFO - [Train] step: 92499, loss_mpn: 0.021866, loss_rec: 0.069618, loss_semantic: 0.709968, loss_idmrf: 7.140788, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:13:15,555 - INFO - [Train] step: 92599, loss_mpn: 0.030761, loss_rec: 0.099776, loss_semantic: 0.979636, loss_idmrf: 8.691326, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:13:49,955 - INFO - [Train] step: 92699, loss_mpn: 0.042703, loss_rec: 0.061287, loss_semantic: 0.749265, loss_idmrf: 10.928506, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:14:24,006 - INFO - [Train] step: 92799, loss_mpn: 0.035315, loss_rec: 0.070095, loss_semantic: 0.776142, loss_idmrf: 10.034863, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:14:58,194 - INFO - [Train] step: 92899, loss_mpn: 0.053275, loss_rec: 0.097704, loss_semantic: 0.934066, loss_idmrf: 14.406290, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:15:32,290 - INFO - [Train] step: 92999, loss_mpn: 0.038604, loss_rec: 0.064890, loss_semantic: 0.825811, loss_idmrf: 9.677218, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:16:13,535 - INFO - [Eval] step: 92999, bce: 0.076388, psnr: 23.520412, ssim: 0.802071, lpips: 0.209071
+2023-03-23 21:16:51,427 - INFO - [Train] step: 93099, loss_mpn: 0.015440, loss_rec: 0.048172, loss_semantic: 0.646642, loss_idmrf: 5.116687, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:17:25,356 - INFO - [Train] step: 93199, loss_mpn: 0.061535, loss_rec: 0.077944, loss_semantic: 0.918909, loss_idmrf: 8.055530, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:17:59,504 - INFO - [Train] step: 93299, loss_mpn: 0.040620, loss_rec: 0.114873, loss_semantic: 1.036206, loss_idmrf: 11.399185, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:18:33,696 - INFO - [Train] step: 93399, loss_mpn: 0.053233, loss_rec: 0.112484, loss_semantic: 1.051965, loss_idmrf: 11.686487, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:19:08,180 - INFO - [Train] step: 93499, loss_mpn: 0.032605, loss_rec: 0.069313, loss_semantic: 0.802012, loss_idmrf: 11.713453, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:19:42,607 - INFO - [Train] step: 93599, loss_mpn: 0.029139, loss_rec: 0.074681, loss_semantic: 0.863916, loss_idmrf: 10.094310, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:20:16,640 - INFO - [Train] step: 93699, loss_mpn: 0.055349, loss_rec: 0.095381, loss_semantic: 1.102310, loss_idmrf: 16.721207, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:20:50,742 - INFO - [Train] step: 93799, loss_mpn: 0.038348, loss_rec: 0.103898, loss_semantic: 0.898266, loss_idmrf: 9.616457, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:21:25,243 - INFO - [Train] step: 93899, loss_mpn: 0.015337, loss_rec: 0.053423, loss_semantic: 0.683336, loss_idmrf: 9.886563, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:21:59,576 - INFO - [Train] step: 93999, loss_mpn: 0.035194, loss_rec: 0.072261, loss_semantic: 0.750942, loss_idmrf: 13.632318, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:22:40,833 - INFO - [Eval] step: 93999, bce: 0.089455, psnr: 23.469328, ssim: 0.805194, lpips: 0.205740
+2023-03-23 21:23:18,715 - INFO - [Train] step: 94099, loss_mpn: 0.032466, loss_rec: 0.093650, loss_semantic: 0.957093, loss_idmrf: 10.710205, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:23:52,304 - INFO - [Train] step: 94199, loss_mpn: 0.011923, loss_rec: 0.048424, loss_semantic: 0.614726, loss_idmrf: 3.327842, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:24:26,212 - INFO - [Train] step: 94299, loss_mpn: 0.021120, loss_rec: 0.056995, loss_semantic: 0.659922, loss_idmrf: 7.017150, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:25:00,073 - INFO - [Train] step: 94399, loss_mpn: 0.036671, loss_rec: 0.076407, loss_semantic: 0.899431, loss_idmrf: 12.082297, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:25:34,642 - INFO - [Train] step: 94499, loss_mpn: 0.014873, loss_rec: 0.044080, loss_semantic: 0.518646, loss_idmrf: 4.016579, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:26:08,790 - INFO - [Train] step: 94599, loss_mpn: 0.016125, loss_rec: 0.053933, loss_semantic: 0.642516, loss_idmrf: 6.787421, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:26:42,891 - INFO - [Train] step: 94699, loss_mpn: 0.028964, loss_rec: 0.086383, loss_semantic: 0.892892, loss_idmrf: 10.661507, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:27:16,959 - INFO - [Train] step: 94799, loss_mpn: 0.023260, loss_rec: 0.078361, loss_semantic: 0.872561, loss_idmrf: 8.864346, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:27:51,003 - INFO - [Train] step: 94899, loss_mpn: 0.038974, loss_rec: 0.093912, loss_semantic: 0.951678, loss_idmrf: 10.333311, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:28:25,016 - INFO - [Train] step: 94999, loss_mpn: 0.019837, loss_rec: 0.051015, loss_semantic: 0.691041, loss_idmrf: 9.228260, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:29:06,405 - INFO - [Eval] step: 94999, bce: 0.076535, psnr: 23.554447, ssim: 0.804699, lpips: 0.204913
+2023-03-23 21:29:44,231 - INFO - [Train] step: 95099, loss_mpn: 0.028009, loss_rec: 0.089628, loss_semantic: 0.846374, loss_idmrf: 12.114620, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:30:18,348 - INFO - [Train] step: 95199, loss_mpn: 0.020235, loss_rec: 0.058085, loss_semantic: 0.664716, loss_idmrf: 4.534563, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:30:52,185 - INFO - [Train] step: 95299, loss_mpn: 0.066909, loss_rec: 0.124354, loss_semantic: 1.135423, loss_idmrf: 13.435136, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:31:25,996 - INFO - [Train] step: 95399, loss_mpn: 0.020646, loss_rec: 0.073506, loss_semantic: 0.801386, loss_idmrf: 7.921643, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:32:00,375 - INFO - [Train] step: 95499, loss_mpn: 0.056052, loss_rec: 0.105894, loss_semantic: 1.132529, loss_idmrf: 16.228384, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:32:34,461 - INFO - [Train] step: 95599, loss_mpn: 0.027566, loss_rec: 0.077745, loss_semantic: 0.809983, loss_idmrf: 8.289435, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:33:08,309 - INFO - [Train] step: 95699, loss_mpn: 0.021502, loss_rec: 0.037072, loss_semantic: 0.552245, loss_idmrf: 7.667848, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:33:42,164 - INFO - [Train] step: 95799, loss_mpn: 0.024240, loss_rec: 0.068054, loss_semantic: 0.716817, loss_idmrf: 8.304825, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:34:16,034 - INFO - [Train] step: 95899, loss_mpn: 0.031288, loss_rec: 0.064663, loss_semantic: 0.760082, loss_idmrf: 9.339477, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:34:49,694 - INFO - [Train] step: 95999, loss_mpn: 0.041255, loss_rec: 0.097656, loss_semantic: 0.969472, loss_idmrf: 11.449541, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:35:30,784 - INFO - [Eval] step: 95999, bce: 0.077638, psnr: 23.624590, ssim: 0.804862, lpips: 0.203891
+2023-03-23 21:36:08,611 - INFO - [Train] step: 96099, loss_mpn: 0.032455, loss_rec: 0.063655, loss_semantic: 0.739893, loss_idmrf: 10.099369, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:36:42,338 - INFO - [Train] step: 96199, loss_mpn: 0.017794, loss_rec: 0.052593, loss_semantic: 0.685449, loss_idmrf: 5.819614, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:37:16,020 - INFO - [Train] step: 96299, loss_mpn: 0.018593, loss_rec: 0.064459, loss_semantic: 0.691486, loss_idmrf: 8.587884, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:37:49,750 - INFO - [Train] step: 96399, loss_mpn: 0.016392, loss_rec: 0.055837, loss_semantic: 0.722666, loss_idmrf: 6.705797, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:38:24,160 - INFO - [Train] step: 96499, loss_mpn: 0.039124, loss_rec: 0.095737, loss_semantic: 1.027817, loss_idmrf: 13.704150, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:38:58,252 - INFO - [Train] step: 96599, loss_mpn: 0.014478, loss_rec: 0.057640, loss_semantic: 0.640441, loss_idmrf: 6.156282, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:39:32,189 - INFO - [Train] step: 96699, loss_mpn: 0.054530, loss_rec: 0.119636, loss_semantic: 1.167272, loss_idmrf: 15.648201, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:40:06,107 - INFO - [Train] step: 96799, loss_mpn: 0.031218, loss_rec: 0.086242, loss_semantic: 0.952013, loss_idmrf: 10.839004, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:40:40,083 - INFO - [Train] step: 96899, loss_mpn: 0.026324, loss_rec: 0.063919, loss_semantic: 0.729934, loss_idmrf: 9.089432, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:41:14,102 - INFO - [Train] step: 96999, loss_mpn: 0.041616, loss_rec: 0.066534, loss_semantic: 0.793935, loss_idmrf: 13.326336, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:41:55,424 - INFO - [Eval] step: 96999, bce: 0.072232, psnr: 23.619265, ssim: 0.805784, lpips: 0.206032
+2023-03-23 21:42:32,995 - INFO - [Train] step: 97099, loss_mpn: 0.025606, loss_rec: 0.048459, loss_semantic: 0.669608, loss_idmrf: 11.028086, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:43:06,929 - INFO - [Train] step: 97199, loss_mpn: 0.029269, loss_rec: 0.070076, loss_semantic: 0.827843, loss_idmrf: 7.565026, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:43:40,777 - INFO - [Train] step: 97299, loss_mpn: 0.037104, loss_rec: 0.065621, loss_semantic: 0.708173, loss_idmrf: 8.265811, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:44:14,400 - INFO - [Train] step: 97399, loss_mpn: 0.035614, loss_rec: 0.085197, loss_semantic: 1.016069, loss_idmrf: 11.133322, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:44:47,946 - INFO - [Train] step: 97499, loss_mpn: 0.029229, loss_rec: 0.087447, loss_semantic: 0.885466, loss_idmrf: 8.929955, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:45:21,553 - INFO - [Train] step: 97599, loss_mpn: 0.028335, loss_rec: 0.081354, loss_semantic: 0.901319, loss_idmrf: 10.978863, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:45:54,919 - INFO - [Train] step: 97699, loss_mpn: 0.031758, loss_rec: 0.079187, loss_semantic: 0.834325, loss_idmrf: 8.264513, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:46:28,637 - INFO - [Train] step: 97799, loss_mpn: 0.083916, loss_rec: 0.097221, loss_semantic: 1.028300, loss_idmrf: 12.721963, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:47:02,510 - INFO - [Train] step: 97899, loss_mpn: 0.043463, loss_rec: 0.060764, loss_semantic: 0.679748, loss_idmrf: 12.070683, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:47:36,306 - INFO - [Train] step: 97999, loss_mpn: 0.067968, loss_rec: 0.115005, loss_semantic: 1.021592, loss_idmrf: 14.866241, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:48:17,612 - INFO - [Eval] step: 97999, bce: 0.075048, psnr: 23.546717, ssim: 0.805203, lpips: 0.204100
+2023-03-23 21:48:55,174 - INFO - [Train] step: 98099, loss_mpn: 0.028392, loss_rec: 0.074386, loss_semantic: 0.879315, loss_idmrf: 7.602990, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:49:28,791 - INFO - [Train] step: 98199, loss_mpn: 0.017580, loss_rec: 0.077503, loss_semantic: 0.888760, loss_idmrf: 7.618979, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:50:02,193 - INFO - [Train] step: 98299, loss_mpn: 0.025127, loss_rec: 0.074310, loss_semantic: 0.803999, loss_idmrf: 7.639820, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:50:35,747 - INFO - [Train] step: 98399, loss_mpn: 0.040619, loss_rec: 0.085362, loss_semantic: 0.815113, loss_idmrf: 7.503802, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:51:09,630 - INFO - [Train] step: 98499, loss_mpn: 0.051119, loss_rec: 0.086161, loss_semantic: 0.933960, loss_idmrf: 15.140495, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:51:43,449 - INFO - [Train] step: 98599, loss_mpn: 0.041700, loss_rec: 0.104116, loss_semantic: 0.989359, loss_idmrf: 12.262018, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:52:17,244 - INFO - [Train] step: 98699, loss_mpn: 0.029506, loss_rec: 0.092523, loss_semantic: 0.928922, loss_idmrf: 10.807899, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:52:50,791 - INFO - [Train] step: 98799, loss_mpn: 0.028216, loss_rec: 0.056138, loss_semantic: 0.703163, loss_idmrf: 10.551615, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:53:24,438 - INFO - [Train] step: 98899, loss_mpn: 0.029774, loss_rec: 0.093994, loss_semantic: 1.016366, loss_idmrf: 10.917239, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:53:58,306 - INFO - [Train] step: 98999, loss_mpn: 0.038302, loss_rec: 0.092923, loss_semantic: 0.980551, loss_idmrf: 8.603328, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:54:40,493 - INFO - [Eval] step: 98999, bce: 0.072578, psnr: 23.542973, ssim: 0.805754, lpips: 0.202586
+2023-03-23 21:55:17,623 - INFO - [Train] step: 99099, loss_mpn: 0.033868, loss_rec: 0.093029, loss_semantic: 0.848851, loss_idmrf: 9.699496, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:55:50,486 - INFO - [Train] step: 99199, loss_mpn: 0.013997, loss_rec: 0.048312, loss_semantic: 0.573297, loss_idmrf: 5.133012, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:56:23,644 - INFO - [Train] step: 99299, loss_mpn: 0.044773, loss_rec: 0.105874, loss_semantic: 0.939910, loss_idmrf: 12.674700, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:56:56,694 - INFO - [Train] step: 99399, loss_mpn: 0.025371, loss_rec: 0.075544, loss_semantic: 0.805191, loss_idmrf: 7.243562, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:57:29,704 - INFO - [Train] step: 99499, loss_mpn: 0.033491, loss_rec: 0.071698, loss_semantic: 0.813948, loss_idmrf: 9.164176, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:58:02,702 - INFO - [Train] step: 99599, loss_mpn: 0.025114, loss_rec: 0.051589, loss_semantic: 0.607705, loss_idmrf: 7.529941, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:58:35,637 - INFO - [Train] step: 99699, loss_mpn: 0.018114, loss_rec: 0.048822, loss_semantic: 0.640147, loss_idmrf: 7.003837, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:59:08,741 - INFO - [Train] step: 99799, loss_mpn: 0.023005, loss_rec: 0.070623, loss_semantic: 0.887010, loss_idmrf: 8.753621, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:59:41,728 - INFO - [Train] step: 99899, loss_mpn: 0.035113, loss_rec: 0.098442, loss_semantic: 1.003690, loss_idmrf: 11.803533, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:00:14,777 - INFO - [Train] step: 99999, loss_mpn: 0.018672, loss_rec: 0.063442, loss_semantic: 0.638754, loss_idmrf: 6.747423, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:00:55,558 - INFO - [Eval] step: 99999, bce: 0.071994, psnr: 23.399246, ssim: 0.806393, lpips: 0.202472
+2023-03-23 22:01:32,649 - INFO - [Train] step: 100099, loss_mpn: 0.014766, loss_rec: 0.048085, loss_semantic: 0.556660, loss_idmrf: 6.329097, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:02:05,530 - INFO - [Train] step: 100199, loss_mpn: 0.035744, loss_rec: 0.106717, loss_semantic: 1.060405, loss_idmrf: 11.450443, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:02:38,541 - INFO - [Train] step: 100299, loss_mpn: 0.045084, loss_rec: 0.113415, loss_semantic: 1.041811, loss_idmrf: 11.935253, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:03:11,560 - INFO - [Train] step: 100399, loss_mpn: 0.025064, loss_rec: 0.058291, loss_semantic: 0.682282, loss_idmrf: 6.056010, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:03:44,707 - INFO - [Train] step: 100499, loss_mpn: 0.043160, loss_rec: 0.080484, loss_semantic: 0.880524, loss_idmrf: 12.382456, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:04:17,842 - INFO - [Train] step: 100599, loss_mpn: 0.078824, loss_rec: 0.092527, loss_semantic: 0.998685, loss_idmrf: 13.631666, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:04:51,012 - INFO - [Train] step: 100699, loss_mpn: 0.064414, loss_rec: 0.103321, loss_semantic: 1.076151, loss_idmrf: 11.264108, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:05:24,260 - INFO - [Train] step: 100799, loss_mpn: 0.035510, loss_rec: 0.060529, loss_semantic: 0.737748, loss_idmrf: 10.821814, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:05:57,390 - INFO - [Train] step: 100899, loss_mpn: 0.018130, loss_rec: 0.053968, loss_semantic: 0.611515, loss_idmrf: 5.511185, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:06:30,549 - INFO - [Train] step: 100999, loss_mpn: 0.040110, loss_rec: 0.094412, loss_semantic: 0.761031, loss_idmrf: 9.135165, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:07:11,500 - INFO - [Eval] step: 100999, bce: 0.072317, psnr: 23.449142, ssim: 0.805657, lpips: 0.201813
+2023-03-23 22:07:48,649 - INFO - [Train] step: 101099, loss_mpn: 0.046478, loss_rec: 0.097793, loss_semantic: 1.107865, loss_idmrf: 14.110186, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:08:21,661 - INFO - [Train] step: 101199, loss_mpn: 0.024166, loss_rec: 0.061227, loss_semantic: 0.727140, loss_idmrf: 5.759117, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:08:54,959 - INFO - [Train] step: 101299, loss_mpn: 0.030688, loss_rec: 0.083872, loss_semantic: 0.885238, loss_idmrf: 8.611279, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:09:28,505 - INFO - [Train] step: 101399, loss_mpn: 0.042446, loss_rec: 0.079690, loss_semantic: 0.887215, loss_idmrf: 9.026461, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:10:01,883 - INFO - [Train] step: 101499, loss_mpn: 0.022285, loss_rec: 0.062300, loss_semantic: 0.717351, loss_idmrf: 7.557927, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:10:35,257 - INFO - [Train] step: 101599, loss_mpn: 0.017671, loss_rec: 0.043710, loss_semantic: 0.549115, loss_idmrf: 6.877085, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:11:08,528 - INFO - [Train] step: 101699, loss_mpn: 0.038056, loss_rec: 0.095827, loss_semantic: 0.921074, loss_idmrf: 11.065992, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:11:41,959 - INFO - [Train] step: 101799, loss_mpn: 0.022278, loss_rec: 0.051011, loss_semantic: 0.692139, loss_idmrf: 10.076200, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:12:15,549 - INFO - [Train] step: 101899, loss_mpn: 0.019341, loss_rec: 0.064174, loss_semantic: 0.834398, loss_idmrf: 6.569068, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:12:49,176 - INFO - [Train] step: 101999, loss_mpn: 0.058023, loss_rec: 0.090554, loss_semantic: 0.960811, loss_idmrf: 12.880434, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:13:30,041 - INFO - [Eval] step: 101999, bce: 0.072591, psnr: 23.690855, ssim: 0.807267, lpips: 0.203683
+2023-03-23 22:14:07,206 - INFO - [Train] step: 102099, loss_mpn: 0.041171, loss_rec: 0.113090, loss_semantic: 1.048252, loss_idmrf: 13.151022, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:14:40,634 - INFO - [Train] step: 102199, loss_mpn: 0.022000, loss_rec: 0.059531, loss_semantic: 0.698193, loss_idmrf: 9.160177, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:15:13,860 - INFO - [Train] step: 102299, loss_mpn: 0.037618, loss_rec: 0.077725, loss_semantic: 0.860636, loss_idmrf: 12.928529, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:15:47,072 - INFO - [Train] step: 102399, loss_mpn: 0.037318, loss_rec: 0.104517, loss_semantic: 1.059186, loss_idmrf: 10.685634, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:16:20,413 - INFO - [Train] step: 102499, loss_mpn: 0.025575, loss_rec: 0.082330, loss_semantic: 0.847479, loss_idmrf: 7.628346, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:16:53,717 - INFO - [Train] step: 102599, loss_mpn: 0.035762, loss_rec: 0.106412, loss_semantic: 1.010202, loss_idmrf: 8.113929, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:17:26,893 - INFO - [Train] step: 102699, loss_mpn: 0.034895, loss_rec: 0.082727, loss_semantic: 0.902564, loss_idmrf: 8.587826, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:18:00,456 - INFO - [Train] step: 102799, loss_mpn: 0.027412, loss_rec: 0.081978, loss_semantic: 0.898013, loss_idmrf: 10.172062, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:18:33,999 - INFO - [Train] step: 102899, loss_mpn: 0.044122, loss_rec: 0.103006, loss_semantic: 0.894762, loss_idmrf: 12.559945, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:19:07,189 - INFO - [Train] step: 102999, loss_mpn: 0.033242, loss_rec: 0.067681, loss_semantic: 0.848549, loss_idmrf: 10.421431, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:19:48,165 - INFO - [Eval] step: 102999, bce: 0.072325, psnr: 23.545649, ssim: 0.807621, lpips: 0.205000
+2023-03-23 22:20:25,442 - INFO - [Train] step: 103099, loss_mpn: 0.059319, loss_rec: 0.124790, loss_semantic: 1.106539, loss_idmrf: 13.409436, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:20:58,755 - INFO - [Train] step: 103199, loss_mpn: 0.035543, loss_rec: 0.074631, loss_semantic: 0.899853, loss_idmrf: 9.730020, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:21:32,611 - INFO - [Train] step: 103299, loss_mpn: 0.017941, loss_rec: 0.052733, loss_semantic: 0.656386, loss_idmrf: 6.106660, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:22:06,154 - INFO - [Train] step: 103399, loss_mpn: 0.018275, loss_rec: 0.072213, loss_semantic: 0.863798, loss_idmrf: 9.846974, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:22:39,527 - INFO - [Train] step: 103499, loss_mpn: 0.022434, loss_rec: 0.054307, loss_semantic: 0.649289, loss_idmrf: 6.026193, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:23:13,175 - INFO - [Train] step: 103599, loss_mpn: 0.022079, loss_rec: 0.099190, loss_semantic: 0.927417, loss_idmrf: 10.337306, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:23:46,708 - INFO - [Train] step: 103699, loss_mpn: 0.018615, loss_rec: 0.067834, loss_semantic: 0.755567, loss_idmrf: 7.826348, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:24:20,366 - INFO - [Train] step: 103799, loss_mpn: 0.023830, loss_rec: 0.069503, loss_semantic: 0.725370, loss_idmrf: 9.042484, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:24:53,928 - INFO - [Train] step: 103899, loss_mpn: 0.027601, loss_rec: 0.059022, loss_semantic: 0.753940, loss_idmrf: 7.484741, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:25:27,465 - INFO - [Train] step: 103999, loss_mpn: 0.023567, loss_rec: 0.082785, loss_semantic: 0.812387, loss_idmrf: 8.764132, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:26:08,361 - INFO - [Eval] step: 103999, bce: 0.072175, psnr: 23.641396, ssim: 0.806934, lpips: 0.203953
+2023-03-23 22:26:45,526 - INFO - [Train] step: 104099, loss_mpn: 0.039588, loss_rec: 0.088960, loss_semantic: 0.833136, loss_idmrf: 10.327353, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:27:19,169 - INFO - [Train] step: 104199, loss_mpn: 0.064804, loss_rec: 0.107709, loss_semantic: 0.972352, loss_idmrf: 13.400629, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:27:52,922 - INFO - [Train] step: 104299, loss_mpn: 0.022342, loss_rec: 0.060463, loss_semantic: 0.764731, loss_idmrf: 7.820842, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:28:26,474 - INFO - [Train] step: 104399, loss_mpn: 0.009080, loss_rec: 0.031108, loss_semantic: 0.427757, loss_idmrf: 6.189540, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:29:00,106 - INFO - [Train] step: 104499, loss_mpn: 0.038319, loss_rec: 0.077394, loss_semantic: 0.867711, loss_idmrf: 9.954310, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:29:33,716 - INFO - [Train] step: 104599, loss_mpn: 0.034107, loss_rec: 0.103321, loss_semantic: 1.161299, loss_idmrf: 13.208201, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:30:07,282 - INFO - [Train] step: 104699, loss_mpn: 0.039619, loss_rec: 0.098167, loss_semantic: 1.117731, loss_idmrf: 10.556259, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:30:40,876 - INFO - [Train] step: 104799, loss_mpn: 0.039319, loss_rec: 0.121329, loss_semantic: 1.190608, loss_idmrf: 12.585966, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:31:14,398 - INFO - [Train] step: 104899, loss_mpn: 0.014478, loss_rec: 0.062592, loss_semantic: 0.715298, loss_idmrf: 6.527721, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:31:47,800 - INFO - [Train] step: 104999, loss_mpn: 0.020678, loss_rec: 0.050590, loss_semantic: 0.607475, loss_idmrf: 7.410116, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:32:29,091 - INFO - [Eval] step: 104999, bce: 0.070915, psnr: 23.681845, ssim: 0.808250, lpips: 0.203790
+2023-03-23 22:33:06,449 - INFO - [Train] step: 105099, loss_mpn: 0.042786, loss_rec: 0.126551, loss_semantic: 1.125863, loss_idmrf: 12.458451, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:33:39,992 - INFO - [Train] step: 105199, loss_mpn: 0.018608, loss_rec: 0.073099, loss_semantic: 0.759382, loss_idmrf: 7.572425, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:34:13,535 - INFO - [Train] step: 105299, loss_mpn: 0.039474, loss_rec: 0.104205, loss_semantic: 1.083452, loss_idmrf: 15.088263, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:34:47,021 - INFO - [Train] step: 105399, loss_mpn: 0.019005, loss_rec: 0.061828, loss_semantic: 0.658031, loss_idmrf: 5.753378, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:35:20,534 - INFO - [Train] step: 105499, loss_mpn: 0.042173, loss_rec: 0.094852, loss_semantic: 0.989783, loss_idmrf: 14.218143, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:35:54,007 - INFO - [Train] step: 105599, loss_mpn: 0.051927, loss_rec: 0.105250, loss_semantic: 1.035744, loss_idmrf: 14.342785, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:36:27,464 - INFO - [Train] step: 105699, loss_mpn: 0.018820, loss_rec: 0.076087, loss_semantic: 0.850432, loss_idmrf: 9.055069, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:37:00,969 - INFO - [Train] step: 105799, loss_mpn: 0.035749, loss_rec: 0.085206, loss_semantic: 0.909612, loss_idmrf: 9.857322, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:37:34,491 - INFO - [Train] step: 105899, loss_mpn: 0.025660, loss_rec: 0.065741, loss_semantic: 0.692391, loss_idmrf: 8.126219, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:38:08,007 - INFO - [Train] step: 105999, loss_mpn: 0.008941, loss_rec: 0.039103, loss_semantic: 0.551665, loss_idmrf: 5.389446, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:38:49,053 - INFO - [Eval] step: 105999, bce: 0.071417, psnr: 23.718086, ssim: 0.807778, lpips: 0.204657
+2023-03-23 22:39:26,238 - INFO - [Train] step: 106099, loss_mpn: 0.050168, loss_rec: 0.096836, loss_semantic: 0.920993, loss_idmrf: 9.639091, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:39:59,571 - INFO - [Train] step: 106199, loss_mpn: 0.028414, loss_rec: 0.067226, loss_semantic: 0.725872, loss_idmrf: 8.703238, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:40:33,504 - INFO - [Train] step: 106299, loss_mpn: 0.049504, loss_rec: 0.088807, loss_semantic: 0.874748, loss_idmrf: 15.814939, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:41:07,036 - INFO - [Train] step: 106399, loss_mpn: 0.049708, loss_rec: 0.076308, loss_semantic: 0.879468, loss_idmrf: 15.944471, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:41:40,406 - INFO - [Train] step: 106499, loss_mpn: 0.027706, loss_rec: 0.090139, loss_semantic: 0.969866, loss_idmrf: 8.329391, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:42:13,944 - INFO - [Train] step: 106599, loss_mpn: 0.012340, loss_rec: 0.056193, loss_semantic: 0.720710, loss_idmrf: 5.260295, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:42:47,488 - INFO - [Train] step: 106699, loss_mpn: 0.048313, loss_rec: 0.083636, loss_semantic: 0.775535, loss_idmrf: 13.783800, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:43:21,126 - INFO - [Train] step: 106799, loss_mpn: 0.040959, loss_rec: 0.095277, loss_semantic: 1.008918, loss_idmrf: 15.062277, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:43:54,603 - INFO - [Train] step: 106899, loss_mpn: 0.025215, loss_rec: 0.080200, loss_semantic: 0.952942, loss_idmrf: 15.996552, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:44:28,453 - INFO - [Train] step: 106999, loss_mpn: 0.030728, loss_rec: 0.090607, loss_semantic: 0.819759, loss_idmrf: 8.570502, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:45:09,649 - INFO - [Eval] step: 106999, bce: 0.074402, psnr: 23.661970, ssim: 0.808327, lpips: 0.201916
+2023-03-23 22:45:46,849 - INFO - [Train] step: 107099, loss_mpn: 0.025128, loss_rec: 0.089298, loss_semantic: 0.966168, loss_idmrf: 13.370486, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:46:20,620 - INFO - [Train] step: 107199, loss_mpn: 0.024238, loss_rec: 0.087367, loss_semantic: 0.861502, loss_idmrf: 9.001431, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:46:54,134 - INFO - [Train] step: 107299, loss_mpn: 0.037185, loss_rec: 0.103793, loss_semantic: 1.058300, loss_idmrf: 16.545101, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:47:27,636 - INFO - [Train] step: 107399, loss_mpn: 0.025971, loss_rec: 0.073401, loss_semantic: 0.834279, loss_idmrf: 7.207653, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:48:01,158 - INFO - [Train] step: 107499, loss_mpn: 0.049729, loss_rec: 0.071636, loss_semantic: 0.746036, loss_idmrf: 11.410160, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:48:34,650 - INFO - [Train] step: 107599, loss_mpn: 0.006999, loss_rec: 0.042059, loss_semantic: 0.514460, loss_idmrf: 2.413417, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:49:08,121 - INFO - [Train] step: 107699, loss_mpn: 0.037902, loss_rec: 0.066950, loss_semantic: 0.777580, loss_idmrf: 7.821629, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:49:41,673 - INFO - [Train] step: 107799, loss_mpn: 0.036939, loss_rec: 0.081017, loss_semantic: 0.840096, loss_idmrf: 13.277480, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:50:15,150 - INFO - [Train] step: 107899, loss_mpn: 0.027559, loss_rec: 0.102908, loss_semantic: 1.066176, loss_idmrf: 12.376387, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:50:48,675 - INFO - [Train] step: 107999, loss_mpn: 0.017230, loss_rec: 0.053447, loss_semantic: 0.709452, loss_idmrf: 7.782683, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:51:29,531 - INFO - [Eval] step: 107999, bce: 0.069322, psnr: 23.736366, ssim: 0.807210, lpips: 0.204576
+2023-03-23 22:52:06,713 - INFO - [Train] step: 108099, loss_mpn: 0.031565, loss_rec: 0.066951, loss_semantic: 0.839982, loss_idmrf: 10.331978, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:52:39,949 - INFO - [Train] step: 108199, loss_mpn: 0.009159, loss_rec: 0.045125, loss_semantic: 0.617434, loss_idmrf: 3.426582, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:53:13,394 - INFO - [Train] step: 108299, loss_mpn: 0.023722, loss_rec: 0.072088, loss_semantic: 0.782199, loss_idmrf: 7.704542, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:53:46,885 - INFO - [Train] step: 108399, loss_mpn: 0.041272, loss_rec: 0.110208, loss_semantic: 1.075746, loss_idmrf: 12.086107, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:54:20,450 - INFO - [Train] step: 108499, loss_mpn: 0.017263, loss_rec: 0.073203, loss_semantic: 0.832890, loss_idmrf: 7.748888, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:54:53,734 - INFO - [Train] step: 108599, loss_mpn: 0.016051, loss_rec: 0.052353, loss_semantic: 0.677386, loss_idmrf: 5.586373, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:55:27,201 - INFO - [Train] step: 108699, loss_mpn: 0.032213, loss_rec: 0.062727, loss_semantic: 0.743847, loss_idmrf: 13.456646, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:56:00,638 - INFO - [Train] step: 108799, loss_mpn: 0.043804, loss_rec: 0.070628, loss_semantic: 0.807662, loss_idmrf: 9.840256, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:56:34,155 - INFO - [Train] step: 108899, loss_mpn: 0.015053, loss_rec: 0.086238, loss_semantic: 0.881204, loss_idmrf: 5.664365, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:57:07,603 - INFO - [Train] step: 108999, loss_mpn: 0.012549, loss_rec: 0.068620, loss_semantic: 0.663142, loss_idmrf: 8.083249, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:57:48,762 - INFO - [Eval] step: 108999, bce: 0.078879, psnr: 23.646166, ssim: 0.806524, lpips: 0.202715
+2023-03-23 22:58:25,946 - INFO - [Train] step: 109099, loss_mpn: 0.029845, loss_rec: 0.059487, loss_semantic: 0.729192, loss_idmrf: 5.191141, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:58:59,490 - INFO - [Train] step: 109199, loss_mpn: 0.025684, loss_rec: 0.076262, loss_semantic: 0.827779, loss_idmrf: 9.600566, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:59:33,004 - INFO - [Train] step: 109299, loss_mpn: 0.056461, loss_rec: 0.085445, loss_semantic: 0.926017, loss_idmrf: 12.137552, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:00:06,274 - INFO - [Train] step: 109399, loss_mpn: 0.018395, loss_rec: 0.084660, loss_semantic: 0.851496, loss_idmrf: 8.792505, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:00:40,089 - INFO - [Train] step: 109499, loss_mpn: 0.044347, loss_rec: 0.060439, loss_semantic: 0.748188, loss_idmrf: 6.546912, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:01:13,681 - INFO - [Train] step: 109599, loss_mpn: 0.028803, loss_rec: 0.081841, loss_semantic: 0.852426, loss_idmrf: 8.413883, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:01:47,206 - INFO - [Train] step: 109699, loss_mpn: 0.011938, loss_rec: 0.059980, loss_semantic: 0.709265, loss_idmrf: 6.104315, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:02:20,732 - INFO - [Train] step: 109799, loss_mpn: 0.060748, loss_rec: 0.096904, loss_semantic: 1.105981, loss_idmrf: 14.277717, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:02:54,445 - INFO - [Train] step: 109899, loss_mpn: 0.027596, loss_rec: 0.096371, loss_semantic: 0.964793, loss_idmrf: 9.991858, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:03:28,145 - INFO - [Train] step: 109999, loss_mpn: 0.017919, loss_rec: 0.069027, loss_semantic: 0.824887, loss_idmrf: 6.126169, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:04:09,215 - INFO - [Eval] step: 109999, bce: 0.069011, psnr: 23.606312, ssim: 0.809123, lpips: 0.198873
+2023-03-23 23:04:46,834 - INFO - [Train] step: 110099, loss_mpn: 0.016194, loss_rec: 0.038744, loss_semantic: 0.513680, loss_idmrf: 5.956116, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:05:20,490 - INFO - [Train] step: 110199, loss_mpn: 0.027166, loss_rec: 0.065206, loss_semantic: 0.729522, loss_idmrf: 5.540789, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:05:53,917 - INFO - [Train] step: 110299, loss_mpn: 0.026463, loss_rec: 0.085845, loss_semantic: 0.854689, loss_idmrf: 10.360743, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:06:27,482 - INFO - [Train] step: 110399, loss_mpn: 0.031965, loss_rec: 0.064312, loss_semantic: 0.745082, loss_idmrf: 16.699097, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:07:01,024 - INFO - [Train] step: 110499, loss_mpn: 0.032387, loss_rec: 0.088762, loss_semantic: 0.965478, loss_idmrf: 12.258536, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:07:34,534 - INFO - [Train] step: 110599, loss_mpn: 0.031012, loss_rec: 0.070868, loss_semantic: 0.799574, loss_idmrf: 10.550684, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:08:08,199 - INFO - [Train] step: 110699, loss_mpn: 0.046806, loss_rec: 0.079751, loss_semantic: 0.941870, loss_idmrf: 11.284268, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:08:41,925 - INFO - [Train] step: 110799, loss_mpn: 0.030533, loss_rec: 0.093837, loss_semantic: 0.944182, loss_idmrf: 11.069870, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:09:15,670 - INFO - [Train] step: 110899, loss_mpn: 0.045820, loss_rec: 0.101206, loss_semantic: 1.056768, loss_idmrf: 12.913717, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:09:49,321 - INFO - [Train] step: 110999, loss_mpn: 0.030058, loss_rec: 0.076028, loss_semantic: 0.818097, loss_idmrf: 11.655582, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:10:30,435 - INFO - [Eval] step: 110999, bce: 0.069899, psnr: 23.719814, ssim: 0.809932, lpips: 0.201454
+2023-03-23 23:11:07,989 - INFO - [Train] step: 111099, loss_mpn: 0.034160, loss_rec: 0.099513, loss_semantic: 0.955516, loss_idmrf: 13.365090, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:11:41,432 - INFO - [Train] step: 111199, loss_mpn: 0.016929, loss_rec: 0.059828, loss_semantic: 0.640606, loss_idmrf: 7.357047, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:12:15,163 - INFO - [Train] step: 111299, loss_mpn: 0.035786, loss_rec: 0.092652, loss_semantic: 0.970475, loss_idmrf: 11.254646, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:12:48,842 - INFO - [Train] step: 111399, loss_mpn: 0.038540, loss_rec: 0.082346, loss_semantic: 0.791454, loss_idmrf: 9.694992, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:13:22,432 - INFO - [Train] step: 111499, loss_mpn: 0.054550, loss_rec: 0.156019, loss_semantic: 1.221648, loss_idmrf: 16.917377, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:13:56,068 - INFO - [Train] step: 111599, loss_mpn: 0.020419, loss_rec: 0.042190, loss_semantic: 0.631682, loss_idmrf: 7.341545, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:14:29,690 - INFO - [Train] step: 111699, loss_mpn: 0.031196, loss_rec: 0.085083, loss_semantic: 0.811524, loss_idmrf: 9.517235, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:15:03,269 - INFO - [Train] step: 111799, loss_mpn: 0.035334, loss_rec: 0.076123, loss_semantic: 0.808781, loss_idmrf: 9.033081, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:15:36,873 - INFO - [Train] step: 111899, loss_mpn: 0.051408, loss_rec: 0.129921, loss_semantic: 1.279549, loss_idmrf: 15.861998, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:16:10,452 - INFO - [Train] step: 111999, loss_mpn: 0.016692, loss_rec: 0.064673, loss_semantic: 0.710943, loss_idmrf: 8.080616, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:16:53,749 - INFO - [Eval] step: 111999, bce: 0.068701, psnr: 23.734409, ssim: 0.809959, lpips: 0.201619
+2023-03-23 23:17:31,253 - INFO - [Train] step: 112099, loss_mpn: 0.018912, loss_rec: 0.052672, loss_semantic: 0.631637, loss_idmrf: 4.064584, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:18:05,145 - INFO - [Train] step: 112199, loss_mpn: 0.061437, loss_rec: 0.117481, loss_semantic: 1.067323, loss_idmrf: 15.022421, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:18:39,002 - INFO - [Train] step: 112299, loss_mpn: 0.026745, loss_rec: 0.057531, loss_semantic: 0.633260, loss_idmrf: 5.985469, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:19:12,689 - INFO - [Train] step: 112399, loss_mpn: 0.009466, loss_rec: 0.044161, loss_semantic: 0.561279, loss_idmrf: 4.548909, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:19:46,421 - INFO - [Train] step: 112499, loss_mpn: 0.018895, loss_rec: 0.068260, loss_semantic: 0.769015, loss_idmrf: 8.402149, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:20:20,103 - INFO - [Train] step: 112599, loss_mpn: 0.035667, loss_rec: 0.096291, loss_semantic: 0.929886, loss_idmrf: 7.695911, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:20:53,523 - INFO - [Train] step: 112699, loss_mpn: 0.023031, loss_rec: 0.049061, loss_semantic: 0.603095, loss_idmrf: 6.732783, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:21:27,435 - INFO - [Train] step: 112799, loss_mpn: 0.028738, loss_rec: 0.088507, loss_semantic: 1.051284, loss_idmrf: 11.046776, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:22:00,967 - INFO - [Train] step: 112899, loss_mpn: 0.009192, loss_rec: 0.035264, loss_semantic: 0.538329, loss_idmrf: 2.987405, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:22:34,521 - INFO - [Train] step: 112999, loss_mpn: 0.028183, loss_rec: 0.089143, loss_semantic: 0.975014, loss_idmrf: 10.720741, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:23:16,479 - INFO - [Eval] step: 112999, bce: 0.069743, psnr: 23.668364, ssim: 0.809879, lpips: 0.201755
+2023-03-23 23:23:53,850 - INFO - [Train] step: 113099, loss_mpn: 0.036063, loss_rec: 0.071122, loss_semantic: 0.839103, loss_idmrf: 8.901795, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:24:27,103 - INFO - [Train] step: 113199, loss_mpn: 0.043598, loss_rec: 0.127708, loss_semantic: 1.106133, loss_idmrf: 11.088713, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:25:00,859 - INFO - [Train] step: 113299, loss_mpn: 0.045174, loss_rec: 0.117802, loss_semantic: 1.192488, loss_idmrf: 10.743500, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:25:34,418 - INFO - [Train] step: 113399, loss_mpn: 0.053785, loss_rec: 0.110316, loss_semantic: 1.098428, loss_idmrf: 14.094109, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:26:07,920 - INFO - [Train] step: 113499, loss_mpn: 0.045393, loss_rec: 0.112686, loss_semantic: 1.129211, loss_idmrf: 16.527075, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:26:41,520 - INFO - [Train] step: 113599, loss_mpn: 0.030279, loss_rec: 0.080935, loss_semantic: 0.850198, loss_idmrf: 10.488256, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:27:15,355 - INFO - [Train] step: 113699, loss_mpn: 0.020239, loss_rec: 0.060262, loss_semantic: 0.762250, loss_idmrf: 5.403459, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:27:48,892 - INFO - [Train] step: 113799, loss_mpn: 0.024255, loss_rec: 0.078027, loss_semantic: 0.848312, loss_idmrf: 7.452339, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:28:22,476 - INFO - [Train] step: 113899, loss_mpn: 0.019482, loss_rec: 0.078517, loss_semantic: 0.935083, loss_idmrf: 7.005416, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:28:55,882 - INFO - [Train] step: 113999, loss_mpn: 0.009272, loss_rec: 0.053978, loss_semantic: 0.642709, loss_idmrf: 6.097449, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:29:38,316 - INFO - [Eval] step: 113999, bce: 0.070317, psnr: 23.753012, ssim: 0.810952, lpips: 0.201051
+2023-03-23 23:30:15,475 - INFO - [Train] step: 114099, loss_mpn: 0.025145, loss_rec: 0.083226, loss_semantic: 0.847717, loss_idmrf: 8.533309, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:30:48,687 - INFO - [Train] step: 114199, loss_mpn: 0.030631, loss_rec: 0.072291, loss_semantic: 0.709165, loss_idmrf: 8.861598, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:31:22,905 - INFO - [Train] step: 114299, loss_mpn: 0.029454, loss_rec: 0.093480, loss_semantic: 0.880237, loss_idmrf: 9.417257, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:31:56,502 - INFO - [Train] step: 114399, loss_mpn: 0.026539, loss_rec: 0.069145, loss_semantic: 0.657735, loss_idmrf: 7.001454, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:32:30,169 - INFO - [Train] step: 114499, loss_mpn: 0.014745, loss_rec: 0.072236, loss_semantic: 0.741683, loss_idmrf: 8.920624, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:33:03,829 - INFO - [Train] step: 114599, loss_mpn: 0.038976, loss_rec: 0.095775, loss_semantic: 0.902625, loss_idmrf: 11.462605, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:33:37,687 - INFO - [Train] step: 114699, loss_mpn: 0.030307, loss_rec: 0.085295, loss_semantic: 0.858883, loss_idmrf: 13.301214, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:34:11,620 - INFO - [Train] step: 114799, loss_mpn: 0.027188, loss_rec: 0.129166, loss_semantic: 1.127816, loss_idmrf: 13.052258, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:34:45,432 - INFO - [Train] step: 114899, loss_mpn: 0.034895, loss_rec: 0.082646, loss_semantic: 0.901906, loss_idmrf: 10.596365, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:35:19,106 - INFO - [Train] step: 114999, loss_mpn: 0.035032, loss_rec: 0.078804, loss_semantic: 0.756146, loss_idmrf: 8.768295, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:36:01,117 - INFO - [Eval] step: 114999, bce: 0.067947, psnr: 23.697596, ssim: 0.810932, lpips: 0.200896
+2023-03-23 23:36:38,736 - INFO - [Train] step: 115099, loss_mpn: 0.030889, loss_rec: 0.083100, loss_semantic: 0.893425, loss_idmrf: 13.598307, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:37:12,470 - INFO - [Train] step: 115199, loss_mpn: 0.032367, loss_rec: 0.075937, loss_semantic: 0.896425, loss_idmrf: 13.840770, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:37:46,162 - INFO - [Train] step: 115299, loss_mpn: 0.024060, loss_rec: 0.066535, loss_semantic: 0.730825, loss_idmrf: 8.273976, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:38:19,837 - INFO - [Train] step: 115399, loss_mpn: 0.024285, loss_rec: 0.081751, loss_semantic: 0.737822, loss_idmrf: 8.853206, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:38:53,530 - INFO - [Train] step: 115499, loss_mpn: 0.041913, loss_rec: 0.091873, loss_semantic: 0.879287, loss_idmrf: 12.289886, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:39:27,165 - INFO - [Train] step: 115599, loss_mpn: 0.038915, loss_rec: 0.065073, loss_semantic: 0.802564, loss_idmrf: 8.234432, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:40:00,866 - INFO - [Train] step: 115699, loss_mpn: 0.006400, loss_rec: 0.035415, loss_semantic: 0.495799, loss_idmrf: 4.210053, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:40:34,583 - INFO - [Train] step: 115799, loss_mpn: 0.028986, loss_rec: 0.090038, loss_semantic: 1.014146, loss_idmrf: 8.325338, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:41:08,306 - INFO - [Train] step: 115899, loss_mpn: 0.008578, loss_rec: 0.040177, loss_semantic: 0.507332, loss_idmrf: 4.458356, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:41:42,073 - INFO - [Train] step: 115999, loss_mpn: 0.018177, loss_rec: 0.077003, loss_semantic: 0.820696, loss_idmrf: 8.787351, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:42:23,898 - INFO - [Eval] step: 115999, bce: 0.065963, psnr: 23.771307, ssim: 0.810793, lpips: 0.200249
+2023-03-23 23:43:01,246 - INFO - [Train] step: 116099, loss_mpn: 0.013209, loss_rec: 0.042780, loss_semantic: 0.577007, loss_idmrf: 4.613955, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:43:34,719 - INFO - [Train] step: 116199, loss_mpn: 0.025670, loss_rec: 0.067192, loss_semantic: 0.772756, loss_idmrf: 8.356070, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:44:08,675 - INFO - [Train] step: 116299, loss_mpn: 0.015143, loss_rec: 0.052363, loss_semantic: 0.637710, loss_idmrf: 5.088048, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:44:42,332 - INFO - [Train] step: 116399, loss_mpn: 0.019930, loss_rec: 0.055295, loss_semantic: 0.702628, loss_idmrf: 8.890640, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:45:16,081 - INFO - [Train] step: 116499, loss_mpn: 0.026934, loss_rec: 0.075798, loss_semantic: 0.824814, loss_idmrf: 8.611238, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:45:49,820 - INFO - [Train] step: 116599, loss_mpn: 0.037612, loss_rec: 0.073993, loss_semantic: 0.859030, loss_idmrf: 8.725851, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:46:23,561 - INFO - [Train] step: 116699, loss_mpn: 0.028090, loss_rec: 0.097513, loss_semantic: 1.034047, loss_idmrf: 8.841980, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:46:57,308 - INFO - [Train] step: 116799, loss_mpn: 0.009142, loss_rec: 0.044909, loss_semantic: 0.560378, loss_idmrf: 5.646478, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:47:30,970 - INFO - [Train] step: 116899, loss_mpn: 0.033552, loss_rec: 0.069254, loss_semantic: 0.743818, loss_idmrf: 8.728548, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:48:04,728 - INFO - [Train] step: 116999, loss_mpn: 0.014850, loss_rec: 0.056565, loss_semantic: 0.687028, loss_idmrf: 10.018162, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:48:46,309 - INFO - [Eval] step: 116999, bce: 0.066502, psnr: 23.834967, ssim: 0.810067, lpips: 0.200831
+2023-03-23 23:49:24,089 - INFO - [Train] step: 117099, loss_mpn: 0.018893, loss_rec: 0.071989, loss_semantic: 0.715732, loss_idmrf: 8.244940, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:49:58,460 - INFO - [Train] step: 117199, loss_mpn: 0.052580, loss_rec: 0.075367, loss_semantic: 0.818737, loss_idmrf: 11.738029, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:50:32,397 - INFO - [Train] step: 117299, loss_mpn: 0.038216, loss_rec: 0.100026, loss_semantic: 1.018647, loss_idmrf: 9.687600, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:51:06,295 - INFO - [Train] step: 117399, loss_mpn: 0.047913, loss_rec: 0.102116, loss_semantic: 0.996471, loss_idmrf: 11.829960, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:51:40,316 - INFO - [Train] step: 117499, loss_mpn: 0.025927, loss_rec: 0.088441, loss_semantic: 0.837155, loss_idmrf: 9.596995, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:52:14,653 - INFO - [Train] step: 117599, loss_mpn: 0.018715, loss_rec: 0.068501, loss_semantic: 0.765768, loss_idmrf: 6.794052, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:52:49,063 - INFO - [Train] step: 117699, loss_mpn: 0.025595, loss_rec: 0.091873, loss_semantic: 0.905841, loss_idmrf: 8.179011, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:53:23,029 - INFO - [Train] step: 117799, loss_mpn: 0.014999, loss_rec: 0.064905, loss_semantic: 0.740062, loss_idmrf: 6.194848, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:53:56,995 - INFO - [Train] step: 117899, loss_mpn: 0.010775, loss_rec: 0.051217, loss_semantic: 0.629550, loss_idmrf: 4.111918, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:54:31,126 - INFO - [Train] step: 117999, loss_mpn: 0.031551, loss_rec: 0.084131, loss_semantic: 0.972915, loss_idmrf: 11.983780, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:55:12,507 - INFO - [Eval] step: 117999, bce: 0.085515, psnr: 23.863760, ssim: 0.811157, lpips: 0.199305
+2023-03-23 23:55:50,222 - INFO - [Train] step: 118099, loss_mpn: 0.048991, loss_rec: 0.075097, loss_semantic: 0.810002, loss_idmrf: 14.147396, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:56:24,364 - INFO - [Train] step: 118199, loss_mpn: 0.033181, loss_rec: 0.080693, loss_semantic: 0.831042, loss_idmrf: 9.365888, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:56:58,359 - INFO - [Train] step: 118299, loss_mpn: 0.031289, loss_rec: 0.072324, loss_semantic: 0.883315, loss_idmrf: 8.691416, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:57:32,220 - INFO - [Train] step: 118399, loss_mpn: 0.049914, loss_rec: 0.098924, loss_semantic: 0.934205, loss_idmrf: 11.593546, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:58:06,034 - INFO - [Train] step: 118499, loss_mpn: 0.024057, loss_rec: 0.054356, loss_semantic: 0.633950, loss_idmrf: 7.458621, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:58:39,869 - INFO - [Train] step: 118599, loss_mpn: 0.029032, loss_rec: 0.069221, loss_semantic: 0.771980, loss_idmrf: 9.054191, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:59:13,746 - INFO - [Train] step: 118699, loss_mpn: 0.026384, loss_rec: 0.070311, loss_semantic: 0.718989, loss_idmrf: 6.662086, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:59:48,123 - INFO - [Train] step: 118799, loss_mpn: 0.029659, loss_rec: 0.094425, loss_semantic: 0.881617, loss_idmrf: 7.032688, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:00:22,097 - INFO - [Train] step: 118899, loss_mpn: 0.037641, loss_rec: 0.085861, loss_semantic: 1.001595, loss_idmrf: 11.809534, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:00:55,994 - INFO - [Train] step: 118999, loss_mpn: 0.015576, loss_rec: 0.046806, loss_semantic: 0.569769, loss_idmrf: 6.011955, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:01:38,117 - INFO - [Eval] step: 118999, bce: 0.068872, psnr: 23.855072, ssim: 0.812391, lpips: 0.198071
+2023-03-24 00:02:15,802 - INFO - [Train] step: 119099, loss_mpn: 0.020541, loss_rec: 0.052598, loss_semantic: 0.623779, loss_idmrf: 5.757344, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:02:49,675 - INFO - [Train] step: 119199, loss_mpn: 0.015417, loss_rec: 0.048593, loss_semantic: 0.587288, loss_idmrf: 6.720115, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:03:23,951 - INFO - [Train] step: 119299, loss_mpn: 0.024654, loss_rec: 0.095167, loss_semantic: 0.965086, loss_idmrf: 8.102016, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:03:57,993 - INFO - [Train] step: 119399, loss_mpn: 0.038600, loss_rec: 0.087683, loss_semantic: 0.813941, loss_idmrf: 8.853487, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:04:31,980 - INFO - [Train] step: 119499, loss_mpn: 0.021062, loss_rec: 0.057917, loss_semantic: 0.691411, loss_idmrf: 4.528530, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:05:05,985 - INFO - [Train] step: 119599, loss_mpn: 0.052189, loss_rec: 0.101142, loss_semantic: 1.054025, loss_idmrf: 17.492344, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:05:39,905 - INFO - [Train] step: 119699, loss_mpn: 0.032722, loss_rec: 0.114188, loss_semantic: 1.193244, loss_idmrf: 10.005615, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:06:13,918 - INFO - [Train] step: 119799, loss_mpn: 0.013049, loss_rec: 0.039974, loss_semantic: 0.514045, loss_idmrf: 4.793198, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:06:48,026 - INFO - [Train] step: 119899, loss_mpn: 0.031059, loss_rec: 0.070006, loss_semantic: 0.833951, loss_idmrf: 12.560499, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:07:22,115 - INFO - [Train] step: 119999, loss_mpn: 0.035433, loss_rec: 0.112358, loss_semantic: 1.027324, loss_idmrf: 10.346409, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:08:03,297 - INFO - [Eval] step: 119999, bce: 0.067499, psnr: 23.833904, ssim: 0.811261, lpips: 0.201530
+2023-03-24 00:08:41,017 - INFO - [Train] step: 120099, loss_mpn: 0.038546, loss_rec: 0.129109, loss_semantic: 1.103751, loss_idmrf: 12.007654, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:09:15,233 - INFO - [Train] step: 120199, loss_mpn: 0.028464, loss_rec: 0.072245, loss_semantic: 0.779995, loss_idmrf: 8.046850, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:09:49,119 - INFO - [Train] step: 120299, loss_mpn: 0.022970, loss_rec: 0.063253, loss_semantic: 0.815942, loss_idmrf: 8.189379, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:10:22,990 - INFO - [Train] step: 120399, loss_mpn: 0.018780, loss_rec: 0.041062, loss_semantic: 0.593628, loss_idmrf: 7.992775, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:10:56,754 - INFO - [Train] step: 120499, loss_mpn: 0.031033, loss_rec: 0.089755, loss_semantic: 0.960693, loss_idmrf: 11.362700, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:11:30,422 - INFO - [Train] step: 120599, loss_mpn: 0.034390, loss_rec: 0.089780, loss_semantic: 0.970366, loss_idmrf: 10.516579, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:12:04,568 - INFO - [Train] step: 120699, loss_mpn: 0.020898, loss_rec: 0.076313, loss_semantic: 0.876969, loss_idmrf: 7.042095, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:12:38,859 - INFO - [Train] step: 120799, loss_mpn: 0.035331, loss_rec: 0.101293, loss_semantic: 1.018235, loss_idmrf: 11.645594, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:13:12,779 - INFO - [Train] step: 120899, loss_mpn: 0.023538, loss_rec: 0.087798, loss_semantic: 0.808691, loss_idmrf: 6.548703, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:13:46,806 - INFO - [Train] step: 120999, loss_mpn: 0.021835, loss_rec: 0.054370, loss_semantic: 0.719102, loss_idmrf: 9.007689, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:14:28,081 - INFO - [Eval] step: 120999, bce: 0.064326, psnr: 23.830416, ssim: 0.812180, lpips: 0.200146
+2023-03-24 00:15:05,568 - INFO - [Train] step: 121099, loss_mpn: 0.008508, loss_rec: 0.033708, loss_semantic: 0.494809, loss_idmrf: 3.785073, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:15:39,712 - INFO - [Train] step: 121199, loss_mpn: 0.023599, loss_rec: 0.060119, loss_semantic: 0.726698, loss_idmrf: 7.917608, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:16:13,463 - INFO - [Train] step: 121299, loss_mpn: 0.039501, loss_rec: 0.081099, loss_semantic: 0.916188, loss_idmrf: 8.040625, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:16:47,104 - INFO - [Train] step: 121399, loss_mpn: 0.032052, loss_rec: 0.076422, loss_semantic: 0.793260, loss_idmrf: 9.522443, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:17:20,959 - INFO - [Train] step: 121499, loss_mpn: 0.084191, loss_rec: 0.075346, loss_semantic: 0.815730, loss_idmrf: 10.260382, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:17:54,920 - INFO - [Train] step: 121599, loss_mpn: 0.025361, loss_rec: 0.081460, loss_semantic: 0.888775, loss_idmrf: 10.525269, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:18:28,788 - INFO - [Train] step: 121699, loss_mpn: 0.022973, loss_rec: 0.085392, loss_semantic: 0.900387, loss_idmrf: 6.080435, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:19:02,650 - INFO - [Train] step: 121799, loss_mpn: 0.025463, loss_rec: 0.052390, loss_semantic: 0.730167, loss_idmrf: 10.620912, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:19:36,407 - INFO - [Train] step: 121899, loss_mpn: 0.020287, loss_rec: 0.066775, loss_semantic: 0.728454, loss_idmrf: 6.140264, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:20:10,250 - INFO - [Train] step: 121999, loss_mpn: 0.012155, loss_rec: 0.066057, loss_semantic: 0.763981, loss_idmrf: 6.636283, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:20:51,407 - INFO - [Eval] step: 121999, bce: 0.067133, psnr: 23.779280, ssim: 0.812568, lpips: 0.198561
+2023-03-24 00:21:28,597 - INFO - [Train] step: 122099, loss_mpn: 0.013228, loss_rec: 0.040718, loss_semantic: 0.572993, loss_idmrf: 4.878532, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:22:02,876 - INFO - [Train] step: 122199, loss_mpn: 0.041281, loss_rec: 0.098740, loss_semantic: 1.002924, loss_idmrf: 14.245374, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:22:36,665 - INFO - [Train] step: 122299, loss_mpn: 0.016355, loss_rec: 0.071328, loss_semantic: 0.845943, loss_idmrf: 9.702394, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:23:10,293 - INFO - [Train] step: 122399, loss_mpn: 0.021731, loss_rec: 0.054857, loss_semantic: 0.653036, loss_idmrf: 8.668802, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:23:43,895 - INFO - [Train] step: 122499, loss_mpn: 0.008268, loss_rec: 0.039710, loss_semantic: 0.512393, loss_idmrf: 2.839475, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:24:17,572 - INFO - [Train] step: 122599, loss_mpn: 0.025825, loss_rec: 0.063639, loss_semantic: 0.785284, loss_idmrf: 12.068094, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:24:51,325 - INFO - [Train] step: 122699, loss_mpn: 0.019754, loss_rec: 0.079084, loss_semantic: 0.858444, loss_idmrf: 9.139970, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:25:25,024 - INFO - [Train] step: 122799, loss_mpn: 0.035012, loss_rec: 0.084200, loss_semantic: 0.840490, loss_idmrf: 12.617867, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:25:58,681 - INFO - [Train] step: 122899, loss_mpn: 0.026041, loss_rec: 0.053507, loss_semantic: 0.630959, loss_idmrf: 8.306678, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:26:32,398 - INFO - [Train] step: 122999, loss_mpn: 0.031760, loss_rec: 0.089753, loss_semantic: 0.877933, loss_idmrf: 6.605490, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:27:13,477 - INFO - [Eval] step: 122999, bce: 0.071907, psnr: 23.836544, ssim: 0.811939, lpips: 0.201168
+2023-03-24 00:27:50,959 - INFO - [Train] step: 123099, loss_mpn: 0.033987, loss_rec: 0.091118, loss_semantic: 0.956618, loss_idmrf: 10.353964, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:28:24,457 - INFO - [Train] step: 123199, loss_mpn: 0.013145, loss_rec: 0.071814, loss_semantic: 0.782729, loss_idmrf: 6.142845, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:28:58,059 - INFO - [Train] step: 123299, loss_mpn: 0.007122, loss_rec: 0.035499, loss_semantic: 0.481829, loss_idmrf: 2.618714, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:29:31,783 - INFO - [Train] step: 123399, loss_mpn: 0.034287, loss_rec: 0.078990, loss_semantic: 0.911606, loss_idmrf: 13.543981, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:30:05,463 - INFO - [Train] step: 123499, loss_mpn: 0.104271, loss_rec: 0.049147, loss_semantic: 0.664302, loss_idmrf: 7.114274, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:30:39,133 - INFO - [Train] step: 123599, loss_mpn: 0.028983, loss_rec: 0.073457, loss_semantic: 0.906751, loss_idmrf: 9.524985, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:31:12,873 - INFO - [Train] step: 123699, loss_mpn: 0.011869, loss_rec: 0.050180, loss_semantic: 0.645866, loss_idmrf: 5.626517, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:31:46,367 - INFO - [Train] step: 123799, loss_mpn: 0.023758, loss_rec: 0.072700, loss_semantic: 0.768903, loss_idmrf: 7.727656, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:32:19,971 - INFO - [Train] step: 123899, loss_mpn: 0.022579, loss_rec: 0.072657, loss_semantic: 0.882297, loss_idmrf: 10.544191, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:32:53,544 - INFO - [Train] step: 123999, loss_mpn: 0.020685, loss_rec: 0.068738, loss_semantic: 0.837192, loss_idmrf: 11.181500, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:33:35,225 - INFO - [Eval] step: 123999, bce: 0.064869, psnr: 23.832518, ssim: 0.813377, lpips: 0.200379
+2023-03-24 00:34:12,443 - INFO - [Train] step: 124099, loss_mpn: 0.019612, loss_rec: 0.067665, loss_semantic: 0.740356, loss_idmrf: 6.541389, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:34:46,220 - INFO - [Train] step: 124199, loss_mpn: 0.050530, loss_rec: 0.073457, loss_semantic: 0.853258, loss_idmrf: 9.059227, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:35:19,845 - INFO - [Train] step: 124299, loss_mpn: 0.042590, loss_rec: 0.093326, loss_semantic: 0.873544, loss_idmrf: 8.461715, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:35:53,252 - INFO - [Train] step: 124399, loss_mpn: 0.018898, loss_rec: 0.050117, loss_semantic: 0.641106, loss_idmrf: 6.114970, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:36:26,610 - INFO - [Train] step: 124499, loss_mpn: 0.032143, loss_rec: 0.087935, loss_semantic: 0.970030, loss_idmrf: 11.262722, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:37:00,460 - INFO - [Train] step: 124599, loss_mpn: 0.013239, loss_rec: 0.044402, loss_semantic: 0.621274, loss_idmrf: 7.191495, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:37:34,084 - INFO - [Train] step: 124699, loss_mpn: 0.021617, loss_rec: 0.073383, loss_semantic: 0.752768, loss_idmrf: 6.361922, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:38:07,602 - INFO - [Train] step: 124799, loss_mpn: 0.042116, loss_rec: 0.129503, loss_semantic: 1.247786, loss_idmrf: 10.017381, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:38:41,089 - INFO - [Train] step: 124899, loss_mpn: 0.036798, loss_rec: 0.067778, loss_semantic: 0.694242, loss_idmrf: 11.125331, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:39:14,757 - INFO - [Train] step: 124999, loss_mpn: 0.034542, loss_rec: 0.083950, loss_semantic: 0.858966, loss_idmrf: 11.365761, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:39:55,865 - INFO - [Eval] step: 124999, bce: 0.065649, psnr: 23.856361, ssim: 0.812699, lpips: 0.198072
+2023-03-24 00:40:33,419 - INFO - [Train] step: 125099, loss_mpn: 0.032817, loss_rec: 0.079323, loss_semantic: 0.867236, loss_idmrf: 11.216997, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:41:06,788 - INFO - [Train] step: 125199, loss_mpn: 0.029918, loss_rec: 0.089635, loss_semantic: 1.029310, loss_idmrf: 9.659386, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:41:40,713 - INFO - [Train] step: 125299, loss_mpn: 0.011471, loss_rec: 0.052748, loss_semantic: 0.586667, loss_idmrf: 5.444808, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:42:14,272 - INFO - [Train] step: 125399, loss_mpn: 0.004673, loss_rec: 0.032164, loss_semantic: 0.471884, loss_idmrf: 2.329589, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:42:48,106 - INFO - [Train] step: 125499, loss_mpn: 0.018414, loss_rec: 0.068857, loss_semantic: 0.811291, loss_idmrf: 9.329155, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:43:21,755 - INFO - [Train] step: 125599, loss_mpn: 0.046226, loss_rec: 0.077928, loss_semantic: 0.861892, loss_idmrf: 10.377930, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:43:55,479 - INFO - [Train] step: 125699, loss_mpn: 0.012077, loss_rec: 0.033707, loss_semantic: 0.491619, loss_idmrf: 7.468305, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:44:29,091 - INFO - [Train] step: 125799, loss_mpn: 0.029704, loss_rec: 0.078138, loss_semantic: 0.852342, loss_idmrf: 7.056653, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:45:02,726 - INFO - [Train] step: 125899, loss_mpn: 0.032519, loss_rec: 0.087014, loss_semantic: 0.887196, loss_idmrf: 8.213572, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:45:36,397 - INFO - [Train] step: 125999, loss_mpn: 0.036300, loss_rec: 0.069988, loss_semantic: 0.869331, loss_idmrf: 10.362234, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:46:17,352 - INFO - [Eval] step: 125999, bce: 0.072337, psnr: 23.751617, ssim: 0.813697, lpips: 0.197448
+2023-03-24 00:46:54,825 - INFO - [Train] step: 126099, loss_mpn: 0.009626, loss_rec: 0.055099, loss_semantic: 0.604747, loss_idmrf: 4.639180, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:47:28,581 - INFO - [Train] step: 126199, loss_mpn: 0.035492, loss_rec: 0.065505, loss_semantic: 0.784694, loss_idmrf: 15.316595, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:48:02,202 - INFO - [Train] step: 126299, loss_mpn: 0.032389, loss_rec: 0.054244, loss_semantic: 0.633565, loss_idmrf: 6.658187, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:48:35,832 - INFO - [Train] step: 126399, loss_mpn: 0.022328, loss_rec: 0.056982, loss_semantic: 0.740500, loss_idmrf: 8.557396, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:49:09,470 - INFO - [Train] step: 126499, loss_mpn: 0.013489, loss_rec: 0.051470, loss_semantic: 0.677941, loss_idmrf: 5.923305, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:49:43,213 - INFO - [Train] step: 126599, loss_mpn: 0.042627, loss_rec: 0.086546, loss_semantic: 0.847263, loss_idmrf: 12.897255, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:50:16,876 - INFO - [Train] step: 126699, loss_mpn: 0.056243, loss_rec: 0.107126, loss_semantic: 1.030076, loss_idmrf: 20.406252, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:50:50,478 - INFO - [Train] step: 126799, loss_mpn: 0.029845, loss_rec: 0.057340, loss_semantic: 0.736065, loss_idmrf: 9.277452, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:51:23,921 - INFO - [Train] step: 126899, loss_mpn: 0.036611, loss_rec: 0.071848, loss_semantic: 0.874217, loss_idmrf: 11.233425, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:51:57,338 - INFO - [Train] step: 126999, loss_mpn: 0.042293, loss_rec: 0.088301, loss_semantic: 0.998953, loss_idmrf: 11.947001, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:52:39,363 - INFO - [Eval] step: 126999, bce: 0.063117, psnr: 23.881742, ssim: 0.814138, lpips: 0.196796
+2023-03-24 00:53:16,559 - INFO - [Train] step: 127099, loss_mpn: 0.029040, loss_rec: 0.083762, loss_semantic: 0.831565, loss_idmrf: 9.027565, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:53:50,197 - INFO - [Train] step: 127199, loss_mpn: 0.033750, loss_rec: 0.066476, loss_semantic: 0.802301, loss_idmrf: 10.148218, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:54:23,882 - INFO - [Train] step: 127299, loss_mpn: 0.021959, loss_rec: 0.062713, loss_semantic: 0.737197, loss_idmrf: 9.288271, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:54:57,391 - INFO - [Train] step: 127399, loss_mpn: 0.024467, loss_rec: 0.070790, loss_semantic: 0.809392, loss_idmrf: 8.420611, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:55:30,919 - INFO - [Train] step: 127499, loss_mpn: 0.049333, loss_rec: 0.080240, loss_semantic: 0.881033, loss_idmrf: 11.786276, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:56:04,554 - INFO - [Train] step: 127599, loss_mpn: 0.031615, loss_rec: 0.063393, loss_semantic: 0.740655, loss_idmrf: 7.662206, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:56:38,164 - INFO - [Train] step: 127699, loss_mpn: 0.019372, loss_rec: 0.060633, loss_semantic: 0.787246, loss_idmrf: 8.634796, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:57:11,843 - INFO - [Train] step: 127799, loss_mpn: 0.035589, loss_rec: 0.110521, loss_semantic: 1.118392, loss_idmrf: 13.523006, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:57:45,732 - INFO - [Train] step: 127899, loss_mpn: 0.039890, loss_rec: 0.083814, loss_semantic: 0.915494, loss_idmrf: 9.903316, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:58:19,387 - INFO - [Train] step: 127999, loss_mpn: 0.018189, loss_rec: 0.069214, loss_semantic: 0.716006, loss_idmrf: 5.669972, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:59:00,429 - INFO - [Eval] step: 127999, bce: 0.068624, psnr: 23.877962, ssim: 0.811803, lpips: 0.196863
+2023-03-24 00:59:37,930 - INFO - [Train] step: 128099, loss_mpn: 0.031173, loss_rec: 0.103161, loss_semantic: 0.929987, loss_idmrf: 10.240791, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:00:11,353 - INFO - [Train] step: 128199, loss_mpn: 0.036839, loss_rec: 0.090588, loss_semantic: 0.981764, loss_idmrf: 11.233800, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:00:44,804 - INFO - [Train] step: 128299, loss_mpn: 0.024315, loss_rec: 0.066129, loss_semantic: 0.738666, loss_idmrf: 10.945783, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:01:18,110 - INFO - [Train] step: 128399, loss_mpn: 0.032140, loss_rec: 0.068797, loss_semantic: 0.839315, loss_idmrf: 11.164761, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:01:51,861 - INFO - [Train] step: 128499, loss_mpn: 0.018650, loss_rec: 0.043106, loss_semantic: 0.591572, loss_idmrf: 6.689850, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:02:25,421 - INFO - [Train] step: 128599, loss_mpn: 0.017881, loss_rec: 0.059222, loss_semantic: 0.657483, loss_idmrf: 8.395735, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:02:58,897 - INFO - [Train] step: 128699, loss_mpn: 0.080372, loss_rec: 0.062315, loss_semantic: 0.860202, loss_idmrf: 15.803029, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:03:32,371 - INFO - [Train] step: 128799, loss_mpn: 0.026995, loss_rec: 0.062611, loss_semantic: 0.741731, loss_idmrf: 7.011026, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:04:06,377 - INFO - [Train] step: 128899, loss_mpn: 0.021118, loss_rec: 0.048877, loss_semantic: 0.679462, loss_idmrf: 8.450284, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:04:39,988 - INFO - [Train] step: 128999, loss_mpn: 0.030183, loss_rec: 0.086406, loss_semantic: 0.912318, loss_idmrf: 12.275223, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:05:21,349 - INFO - [Eval] step: 128999, bce: 0.065492, psnr: 23.905779, ssim: 0.814371, lpips: 0.195998
+2023-03-24 01:05:58,632 - INFO - [Train] step: 129099, loss_mpn: 0.009664, loss_rec: 0.034696, loss_semantic: 0.499665, loss_idmrf: 3.943887, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:06:32,284 - INFO - [Train] step: 129199, loss_mpn: 0.015100, loss_rec: 0.065483, loss_semantic: 0.799477, loss_idmrf: 8.889149, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:07:05,818 - INFO - [Train] step: 129299, loss_mpn: 0.026328, loss_rec: 0.065046, loss_semantic: 0.821328, loss_idmrf: 8.891278, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:07:39,318 - INFO - [Train] step: 129399, loss_mpn: 0.033860, loss_rec: 0.093763, loss_semantic: 0.905953, loss_idmrf: 10.736200, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:08:12,910 - INFO - [Train] step: 129499, loss_mpn: 0.039961, loss_rec: 0.086238, loss_semantic: 0.953602, loss_idmrf: 8.587914, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:08:46,710 - INFO - [Train] step: 129599, loss_mpn: 0.032301, loss_rec: 0.064297, loss_semantic: 0.669727, loss_idmrf: 10.195101, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:09:20,667 - INFO - [Train] step: 129699, loss_mpn: 0.029437, loss_rec: 0.082655, loss_semantic: 0.887109, loss_idmrf: 12.391863, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:09:54,401 - INFO - [Train] step: 129799, loss_mpn: 0.025653, loss_rec: 0.061872, loss_semantic: 0.746329, loss_idmrf: 7.836008, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:10:28,150 - INFO - [Train] step: 129899, loss_mpn: 0.023405, loss_rec: 0.088447, loss_semantic: 0.833922, loss_idmrf: 7.408183, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:11:01,785 - INFO - [Train] step: 129999, loss_mpn: 0.034297, loss_rec: 0.081944, loss_semantic: 0.958515, loss_idmrf: 11.537911, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:11:42,951 - INFO - [Eval] step: 129999, bce: 0.063654, psnr: 23.875126, ssim: 0.813248, lpips: 0.198126
+2023-03-24 01:12:20,380 - INFO - [Train] step: 130099, loss_mpn: 0.029884, loss_rec: 0.069381, loss_semantic: 0.814755, loss_idmrf: 8.665448, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:12:53,990 - INFO - [Train] step: 130199, loss_mpn: 0.024203, loss_rec: 0.061422, loss_semantic: 0.811438, loss_idmrf: 7.159423, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:13:27,589 - INFO - [Train] step: 130299, loss_mpn: 0.009648, loss_rec: 0.049762, loss_semantic: 0.539710, loss_idmrf: 4.190141, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:14:01,184 - INFO - [Train] step: 130399, loss_mpn: 0.018244, loss_rec: 0.059523, loss_semantic: 0.752173, loss_idmrf: 6.139187, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:14:34,775 - INFO - [Train] step: 130499, loss_mpn: 0.025476, loss_rec: 0.076292, loss_semantic: 0.826317, loss_idmrf: 12.338217, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:15:08,309 - INFO - [Train] step: 130599, loss_mpn: 0.022427, loss_rec: 0.087292, loss_semantic: 0.853819, loss_idmrf: 9.692223, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:15:41,690 - INFO - [Train] step: 130699, loss_mpn: 0.029044, loss_rec: 0.078089, loss_semantic: 0.891582, loss_idmrf: 12.092491, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:16:15,565 - INFO - [Train] step: 130799, loss_mpn: 0.016392, loss_rec: 0.072411, loss_semantic: 0.852687, loss_idmrf: 6.874558, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:16:49,176 - INFO - [Train] step: 130899, loss_mpn: 0.024517, loss_rec: 0.046561, loss_semantic: 0.531811, loss_idmrf: 5.332750, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:17:22,814 - INFO - [Train] step: 130999, loss_mpn: 0.030163, loss_rec: 0.074824, loss_semantic: 0.937953, loss_idmrf: 10.350726, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:18:03,804 - INFO - [Eval] step: 130999, bce: 0.062784, psnr: 23.927217, ssim: 0.812586, lpips: 0.199658
+2023-03-24 01:18:40,935 - INFO - [Train] step: 131099, loss_mpn: 0.024824, loss_rec: 0.069530, loss_semantic: 0.732140, loss_idmrf: 8.542867, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:19:14,329 - INFO - [Train] step: 131199, loss_mpn: 0.023124, loss_rec: 0.067018, loss_semantic: 0.714853, loss_idmrf: 6.783714, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:19:47,796 - INFO - [Train] step: 131299, loss_mpn: 0.037391, loss_rec: 0.082664, loss_semantic: 0.820977, loss_idmrf: 8.592159, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:20:21,144 - INFO - [Train] step: 131399, loss_mpn: 0.029444, loss_rec: 0.076117, loss_semantic: 0.782784, loss_idmrf: 9.760936, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:20:54,344 - INFO - [Train] step: 131499, loss_mpn: 0.012697, loss_rec: 0.072021, loss_semantic: 0.733074, loss_idmrf: 5.681622, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:21:27,756 - INFO - [Train] step: 131599, loss_mpn: 0.018374, loss_rec: 0.048077, loss_semantic: 0.594122, loss_idmrf: 6.593081, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:22:00,915 - INFO - [Train] step: 131699, loss_mpn: 0.016770, loss_rec: 0.052399, loss_semantic: 0.687176, loss_idmrf: 7.814781, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:22:33,966 - INFO - [Train] step: 131799, loss_mpn: 0.029196, loss_rec: 0.080766, loss_semantic: 0.911607, loss_idmrf: 9.071073, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:23:07,396 - INFO - [Train] step: 131899, loss_mpn: 0.036886, loss_rec: 0.096079, loss_semantic: 0.922488, loss_idmrf: 8.543776, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:23:40,833 - INFO - [Train] step: 131999, loss_mpn: 0.038883, loss_rec: 0.075003, loss_semantic: 0.795757, loss_idmrf: 8.135040, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:24:22,068 - INFO - [Eval] step: 131999, bce: 0.063709, psnr: 23.955675, ssim: 0.813846, lpips: 0.198030
+2023-03-24 01:24:59,139 - INFO - [Train] step: 132099, loss_mpn: 0.025749, loss_rec: 0.101863, loss_semantic: 1.129729, loss_idmrf: 12.389873, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:25:32,050 - INFO - [Train] step: 132199, loss_mpn: 0.029124, loss_rec: 0.078400, loss_semantic: 0.784647, loss_idmrf: 12.595057, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:26:05,537 - INFO - [Train] step: 132299, loss_mpn: 0.028991, loss_rec: 0.067760, loss_semantic: 0.810247, loss_idmrf: 13.208001, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:26:38,935 - INFO - [Train] step: 132399, loss_mpn: 0.036766, loss_rec: 0.093102, loss_semantic: 0.962536, loss_idmrf: 9.193553, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:27:12,074 - INFO - [Train] step: 132499, loss_mpn: 0.016748, loss_rec: 0.065866, loss_semantic: 0.668592, loss_idmrf: 5.776054, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:27:45,434 - INFO - [Train] step: 132599, loss_mpn: 0.029881, loss_rec: 0.057990, loss_semantic: 0.642857, loss_idmrf: 15.008377, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:28:18,892 - INFO - [Train] step: 132699, loss_mpn: 0.030382, loss_rec: 0.076313, loss_semantic: 0.899620, loss_idmrf: 12.926254, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:28:52,104 - INFO - [Train] step: 132799, loss_mpn: 0.023448, loss_rec: 0.076211, loss_semantic: 0.794786, loss_idmrf: 9.064631, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:29:25,520 - INFO - [Train] step: 132899, loss_mpn: 0.022720, loss_rec: 0.070530, loss_semantic: 0.803029, loss_idmrf: 6.519902, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:29:58,866 - INFO - [Train] step: 132999, loss_mpn: 0.024621, loss_rec: 0.095073, loss_semantic: 0.904103, loss_idmrf: 8.334404, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:30:40,437 - INFO - [Eval] step: 132999, bce: 0.061204, psnr: 23.930302, ssim: 0.813838, lpips: 0.198086
+2023-03-24 01:31:17,610 - INFO - [Train] step: 133099, loss_mpn: 0.014633, loss_rec: 0.048467, loss_semantic: 0.590152, loss_idmrf: 5.512844, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:31:50,719 - INFO - [Train] step: 133199, loss_mpn: 0.021410, loss_rec: 0.063004, loss_semantic: 0.634337, loss_idmrf: 7.424493, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:32:23,920 - INFO - [Train] step: 133299, loss_mpn: 0.010985, loss_rec: 0.054569, loss_semantic: 0.672207, loss_idmrf: 6.534481, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:32:57,003 - INFO - [Train] step: 133399, loss_mpn: 0.018457, loss_rec: 0.062847, loss_semantic: 0.736996, loss_idmrf: 6.866024, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:33:30,592 - INFO - [Train] step: 133499, loss_mpn: 0.041390, loss_rec: 0.110099, loss_semantic: 1.154358, loss_idmrf: 14.585115, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:34:03,878 - INFO - [Train] step: 133599, loss_mpn: 0.015691, loss_rec: 0.070765, loss_semantic: 0.816692, loss_idmrf: 9.453245, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:34:37,066 - INFO - [Train] step: 133699, loss_mpn: 0.021764, loss_rec: 0.074085, loss_semantic: 0.885820, loss_idmrf: 7.831857, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:35:10,381 - INFO - [Train] step: 133799, loss_mpn: 0.034217, loss_rec: 0.073310, loss_semantic: 0.804230, loss_idmrf: 10.634297, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:35:43,755 - INFO - [Train] step: 133899, loss_mpn: 0.041620, loss_rec: 0.089207, loss_semantic: 0.823745, loss_idmrf: 10.242489, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:36:17,380 - INFO - [Train] step: 133999, loss_mpn: 0.012703, loss_rec: 0.038834, loss_semantic: 0.573814, loss_idmrf: 6.024776, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:36:58,365 - INFO - [Eval] step: 133999, bce: 0.061266, psnr: 23.942905, ssim: 0.811931, lpips: 0.197497
+2023-03-24 01:37:35,453 - INFO - [Train] step: 134099, loss_mpn: 0.042972, loss_rec: 0.106173, loss_semantic: 1.070544, loss_idmrf: 11.107610, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:38:08,594 - INFO - [Train] step: 134199, loss_mpn: 0.035798, loss_rec: 0.081207, loss_semantic: 0.910962, loss_idmrf: 10.351495, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:38:42,102 - INFO - [Train] step: 134299, loss_mpn: 0.026433, loss_rec: 0.068477, loss_semantic: 0.732711, loss_idmrf: 10.364275, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:39:15,527 - INFO - [Train] step: 134399, loss_mpn: 0.022112, loss_rec: 0.058439, loss_semantic: 0.704452, loss_idmrf: 7.193407, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:39:48,912 - INFO - [Train] step: 134499, loss_mpn: 0.024168, loss_rec: 0.073750, loss_semantic: 0.800529, loss_idmrf: 6.377153, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:40:22,340 - INFO - [Train] step: 134599, loss_mpn: 0.037563, loss_rec: 0.061481, loss_semantic: 0.760127, loss_idmrf: 10.765592, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:40:55,669 - INFO - [Train] step: 134699, loss_mpn: 0.024711, loss_rec: 0.061277, loss_semantic: 0.633847, loss_idmrf: 8.120981, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:41:28,946 - INFO - [Train] step: 134799, loss_mpn: 0.052858, loss_rec: 0.115736, loss_semantic: 1.107433, loss_idmrf: 13.540754, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:42:02,135 - INFO - [Train] step: 134899, loss_mpn: 0.048759, loss_rec: 0.091010, loss_semantic: 0.964090, loss_idmrf: 12.958361, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:42:35,358 - INFO - [Train] step: 134999, loss_mpn: 0.023628, loss_rec: 0.087435, loss_semantic: 0.976952, loss_idmrf: 8.299864, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:43:16,298 - INFO - [Eval] step: 134999, bce: 0.064995, psnr: 23.844372, ssim: 0.814093, lpips: 0.195957
+2023-03-24 01:43:53,474 - INFO - [Train] step: 135099, loss_mpn: 0.025185, loss_rec: 0.075798, loss_semantic: 0.855691, loss_idmrf: 9.709531, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:44:26,453 - INFO - [Train] step: 135199, loss_mpn: 0.021505, loss_rec: 0.067053, loss_semantic: 0.780190, loss_idmrf: 9.331780, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:44:59,811 - INFO - [Train] step: 135299, loss_mpn: 0.020766, loss_rec: 0.069838, loss_semantic: 0.783323, loss_idmrf: 7.960703, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:45:33,010 - INFO - [Train] step: 135399, loss_mpn: 0.025854, loss_rec: 0.057336, loss_semantic: 0.716296, loss_idmrf: 11.343951, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:46:05,920 - INFO - [Train] step: 135499, loss_mpn: 0.012977, loss_rec: 0.039512, loss_semantic: 0.528315, loss_idmrf: 7.910112, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:46:39,268 - INFO - [Train] step: 135599, loss_mpn: 0.038510, loss_rec: 0.103627, loss_semantic: 1.015855, loss_idmrf: 10.887205, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:47:12,314 - INFO - [Train] step: 135699, loss_mpn: 0.019361, loss_rec: 0.051234, loss_semantic: 0.619864, loss_idmrf: 7.357095, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:47:45,582 - INFO - [Train] step: 135799, loss_mpn: 0.018497, loss_rec: 0.056161, loss_semantic: 0.719380, loss_idmrf: 6.610464, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:48:18,736 - INFO - [Train] step: 135899, loss_mpn: 0.019341, loss_rec: 0.069952, loss_semantic: 0.808142, loss_idmrf: 10.500925, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:48:51,881 - INFO - [Train] step: 135999, loss_mpn: 0.019689, loss_rec: 0.074760, loss_semantic: 0.839894, loss_idmrf: 7.421454, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:49:34,776 - INFO - [Eval] step: 135999, bce: 0.063039, psnr: 24.005178, ssim: 0.814332, lpips: 0.199538
+2023-03-24 01:50:11,817 - INFO - [Train] step: 136099, loss_mpn: 0.029165, loss_rec: 0.061616, loss_semantic: 0.712243, loss_idmrf: 8.269091, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:50:44,781 - INFO - [Train] step: 136199, loss_mpn: 0.018726, loss_rec: 0.048147, loss_semantic: 0.623644, loss_idmrf: 6.889649, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:51:18,191 - INFO - [Train] step: 136299, loss_mpn: 0.026225, loss_rec: 0.075710, loss_semantic: 0.863435, loss_idmrf: 12.181115, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:51:51,531 - INFO - [Train] step: 136399, loss_mpn: 0.026375, loss_rec: 0.078452, loss_semantic: 0.880537, loss_idmrf: 8.219114, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:52:24,535 - INFO - [Train] step: 136499, loss_mpn: 0.025379, loss_rec: 0.067444, loss_semantic: 0.744463, loss_idmrf: 8.603624, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:52:58,037 - INFO - [Train] step: 136599, loss_mpn: 0.017116, loss_rec: 0.053149, loss_semantic: 0.593567, loss_idmrf: 4.974876, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:53:31,178 - INFO - [Train] step: 136699, loss_mpn: 0.012804, loss_rec: 0.049833, loss_semantic: 0.683191, loss_idmrf: 7.643244, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:54:04,408 - INFO - [Train] step: 136799, loss_mpn: 0.026157, loss_rec: 0.070797, loss_semantic: 0.845452, loss_idmrf: 10.110725, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:54:37,701 - INFO - [Train] step: 136899, loss_mpn: 0.055257, loss_rec: 0.093050, loss_semantic: 0.966019, loss_idmrf: 11.710025, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:55:10,939 - INFO - [Train] step: 136999, loss_mpn: 0.024494, loss_rec: 0.063500, loss_semantic: 0.741243, loss_idmrf: 7.934150, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:55:52,326 - INFO - [Eval] step: 136999, bce: 0.065649, psnr: 23.975618, ssim: 0.816369, lpips: 0.196467
+2023-03-24 01:56:29,421 - INFO - [Train] step: 137099, loss_mpn: 0.035302, loss_rec: 0.067995, loss_semantic: 0.824734, loss_idmrf: 13.885668, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:57:02,418 - INFO - [Train] step: 137199, loss_mpn: 0.031532, loss_rec: 0.077736, loss_semantic: 0.789427, loss_idmrf: 10.292223, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:57:35,381 - INFO - [Train] step: 137299, loss_mpn: 0.009508, loss_rec: 0.045098, loss_semantic: 0.500034, loss_idmrf: 4.635595, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:58:08,519 - INFO - [Train] step: 137399, loss_mpn: 0.039165, loss_rec: 0.096538, loss_semantic: 1.049298, loss_idmrf: 8.920321, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:58:41,909 - INFO - [Train] step: 137499, loss_mpn: 0.030903, loss_rec: 0.093185, loss_semantic: 0.895380, loss_idmrf: 13.264059, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:59:15,064 - INFO - [Train] step: 137599, loss_mpn: 0.014329, loss_rec: 0.035705, loss_semantic: 0.546113, loss_idmrf: 6.857482, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:59:48,265 - INFO - [Train] step: 137699, loss_mpn: 0.021588, loss_rec: 0.061339, loss_semantic: 0.772682, loss_idmrf: 8.921591, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:00:21,538 - INFO - [Train] step: 137799, loss_mpn: 0.029876, loss_rec: 0.070108, loss_semantic: 0.791486, loss_idmrf: 10.405157, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:00:54,721 - INFO - [Train] step: 137899, loss_mpn: 0.020749, loss_rec: 0.068892, loss_semantic: 0.763528, loss_idmrf: 8.215199, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:01:27,861 - INFO - [Train] step: 137999, loss_mpn: 0.021119, loss_rec: 0.064316, loss_semantic: 0.758669, loss_idmrf: 9.349287, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:02:09,026 - INFO - [Eval] step: 137999, bce: 0.061585, psnr: 23.904123, ssim: 0.815261, lpips: 0.198175
+2023-03-24 02:02:46,165 - INFO - [Train] step: 138099, loss_mpn: 0.036087, loss_rec: 0.114784, loss_semantic: 1.109723, loss_idmrf: 13.407423, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:03:19,417 - INFO - [Train] step: 138199, loss_mpn: 0.008338, loss_rec: 0.042951, loss_semantic: 0.558736, loss_idmrf: 4.929654, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:03:52,733 - INFO - [Train] step: 138299, loss_mpn: 0.036523, loss_rec: 0.104903, loss_semantic: 1.110289, loss_idmrf: 11.684792, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:04:25,795 - INFO - [Train] step: 138399, loss_mpn: 0.036847, loss_rec: 0.089018, loss_semantic: 0.903843, loss_idmrf: 11.682325, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:04:58,939 - INFO - [Train] step: 138499, loss_mpn: 0.050382, loss_rec: 0.086706, loss_semantic: 0.956859, loss_idmrf: 11.034756, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:05:32,184 - INFO - [Train] step: 138599, loss_mpn: 0.026250, loss_rec: 0.095428, loss_semantic: 1.040515, loss_idmrf: 11.179916, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:06:05,383 - INFO - [Train] step: 138699, loss_mpn: 0.015421, loss_rec: 0.057386, loss_semantic: 0.724664, loss_idmrf: 5.995256, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:06:38,472 - INFO - [Train] step: 138799, loss_mpn: 0.007115, loss_rec: 0.038926, loss_semantic: 0.534126, loss_idmrf: 4.749806, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:07:11,545 - INFO - [Train] step: 138899, loss_mpn: 0.031361, loss_rec: 0.086846, loss_semantic: 0.848894, loss_idmrf: 7.582907, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:07:44,812 - INFO - [Train] step: 138999, loss_mpn: 0.033642, loss_rec: 0.081355, loss_semantic: 0.894172, loss_idmrf: 12.805741, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:08:25,804 - INFO - [Eval] step: 138999, bce: 0.061156, psnr: 24.020845, ssim: 0.816139, lpips: 0.197542
+2023-03-24 02:09:02,773 - INFO - [Train] step: 139099, loss_mpn: 0.027052, loss_rec: 0.089684, loss_semantic: 0.944427, loss_idmrf: 13.208513, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:09:35,694 - INFO - [Train] step: 139199, loss_mpn: 0.020663, loss_rec: 0.065081, loss_semantic: 0.866178, loss_idmrf: 9.218475, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:10:08,705 - INFO - [Train] step: 139299, loss_mpn: 0.028135, loss_rec: 0.066193, loss_semantic: 0.762550, loss_idmrf: 12.522699, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:10:41,781 - INFO - [Train] step: 139399, loss_mpn: 0.064859, loss_rec: 0.105509, loss_semantic: 1.087061, loss_idmrf: 13.108292, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:11:14,870 - INFO - [Train] step: 139499, loss_mpn: 0.019586, loss_rec: 0.074255, loss_semantic: 0.755713, loss_idmrf: 4.206728, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:11:48,098 - INFO - [Train] step: 139599, loss_mpn: 0.050736, loss_rec: 0.092514, loss_semantic: 0.891294, loss_idmrf: 8.078300, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:12:21,246 - INFO - [Train] step: 139699, loss_mpn: 0.023406, loss_rec: 0.064323, loss_semantic: 0.683960, loss_idmrf: 7.348425, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:12:54,307 - INFO - [Train] step: 139799, loss_mpn: 0.013725, loss_rec: 0.069391, loss_semantic: 0.766802, loss_idmrf: 8.831829, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:13:27,393 - INFO - [Train] step: 139899, loss_mpn: 0.014460, loss_rec: 0.054073, loss_semantic: 0.664658, loss_idmrf: 5.101661, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:14:00,494 - INFO - [Train] step: 139999, loss_mpn: 0.025816, loss_rec: 0.072828, loss_semantic: 0.752646, loss_idmrf: 7.748256, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:14:41,558 - INFO - [Eval] step: 139999, bce: 0.063071, psnr: 23.956106, ssim: 0.813733, lpips: 0.196145
+2023-03-24 02:15:18,588 - INFO - [Train] step: 140099, loss_mpn: 0.021726, loss_rec: 0.080454, loss_semantic: 0.956959, loss_idmrf: 8.017608, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:15:51,489 - INFO - [Train] step: 140199, loss_mpn: 0.029553, loss_rec: 0.085298, loss_semantic: 0.863730, loss_idmrf: 11.814024, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:16:24,401 - INFO - [Train] step: 140299, loss_mpn: 0.039113, loss_rec: 0.101850, loss_semantic: 0.931263, loss_idmrf: 11.856695, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:16:57,280 - INFO - [Train] step: 140399, loss_mpn: 0.010338, loss_rec: 0.040695, loss_semantic: 0.574400, loss_idmrf: 5.611820, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:17:30,192 - INFO - [Train] step: 140499, loss_mpn: 0.026229, loss_rec: 0.088741, loss_semantic: 0.851552, loss_idmrf: 9.753582, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:18:03,023 - INFO - [Train] step: 140599, loss_mpn: 0.014614, loss_rec: 0.042374, loss_semantic: 0.552211, loss_idmrf: 7.954555, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:18:35,973 - INFO - [Train] step: 140699, loss_mpn: 0.031771, loss_rec: 0.071417, loss_semantic: 0.801340, loss_idmrf: 8.391478, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:19:08,814 - INFO - [Train] step: 140799, loss_mpn: 0.011316, loss_rec: 0.047292, loss_semantic: 0.549649, loss_idmrf: 5.465581, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:19:42,120 - INFO - [Train] step: 140899, loss_mpn: 0.023051, loss_rec: 0.073766, loss_semantic: 0.798163, loss_idmrf: 8.173681, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:20:15,106 - INFO - [Train] step: 140999, loss_mpn: 0.012988, loss_rec: 0.054159, loss_semantic: 0.565090, loss_idmrf: 5.508592, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:20:56,261 - INFO - [Eval] step: 140999, bce: 0.064609, psnr: 23.896435, ssim: 0.815610, lpips: 0.198959
+2023-03-24 02:21:33,091 - INFO - [Train] step: 141099, loss_mpn: 0.016862, loss_rec: 0.075272, loss_semantic: 0.816989, loss_idmrf: 8.046185, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:22:05,990 - INFO - [Train] step: 141199, loss_mpn: 0.015889, loss_rec: 0.065611, loss_semantic: 0.649485, loss_idmrf: 8.193192, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:22:38,907 - INFO - [Train] step: 141299, loss_mpn: 0.022146, loss_rec: 0.062703, loss_semantic: 0.702256, loss_idmrf: 10.334938, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:23:11,816 - INFO - [Train] step: 141399, loss_mpn: 0.019935, loss_rec: 0.059377, loss_semantic: 0.697747, loss_idmrf: 10.111225, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:23:44,720 - INFO - [Train] step: 141499, loss_mpn: 0.029328, loss_rec: 0.074990, loss_semantic: 0.858442, loss_idmrf: 9.379704, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:24:17,696 - INFO - [Train] step: 141599, loss_mpn: 0.004586, loss_rec: 0.036267, loss_semantic: 0.502098, loss_idmrf: 3.045482, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:24:50,950 - INFO - [Train] step: 141699, loss_mpn: 0.060223, loss_rec: 0.109740, loss_semantic: 1.121007, loss_idmrf: 17.036678, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:25:23,967 - INFO - [Train] step: 141799, loss_mpn: 0.020468, loss_rec: 0.061222, loss_semantic: 0.651022, loss_idmrf: 8.354701, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:25:57,212 - INFO - [Train] step: 141899, loss_mpn: 0.016609, loss_rec: 0.058375, loss_semantic: 0.615283, loss_idmrf: 7.285535, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:26:30,142 - INFO - [Train] step: 141999, loss_mpn: 0.016680, loss_rec: 0.055251, loss_semantic: 0.653729, loss_idmrf: 8.437480, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:27:12,143 - INFO - [Eval] step: 141999, bce: 0.060966, psnr: 23.970497, ssim: 0.815634, lpips: 0.196292
+2023-03-24 02:27:49,181 - INFO - [Train] step: 142099, loss_mpn: 0.042507, loss_rec: 0.117431, loss_semantic: 1.226772, loss_idmrf: 12.829658, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:28:22,099 - INFO - [Train] step: 142199, loss_mpn: 0.020083, loss_rec: 0.085465, loss_semantic: 0.815468, loss_idmrf: 10.381269, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:28:54,919 - INFO - [Train] step: 142299, loss_mpn: 0.009162, loss_rec: 0.046363, loss_semantic: 0.521370, loss_idmrf: 4.676592, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:29:27,876 - INFO - [Train] step: 142399, loss_mpn: 0.012439, loss_rec: 0.036632, loss_semantic: 0.491599, loss_idmrf: 4.342053, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:30:00,919 - INFO - [Train] step: 142499, loss_mpn: 0.014268, loss_rec: 0.046841, loss_semantic: 0.640156, loss_idmrf: 6.576078, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:30:33,904 - INFO - [Train] step: 142599, loss_mpn: 0.024441, loss_rec: 0.081558, loss_semantic: 0.865543, loss_idmrf: 10.505007, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:31:06,823 - INFO - [Train] step: 142699, loss_mpn: 0.021806, loss_rec: 0.055967, loss_semantic: 0.799656, loss_idmrf: 9.752481, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:31:39,951 - INFO - [Train] step: 142799, loss_mpn: 0.012513, loss_rec: 0.062426, loss_semantic: 0.740484, loss_idmrf: 5.103060, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:32:12,964 - INFO - [Train] step: 142899, loss_mpn: 0.019214, loss_rec: 0.058719, loss_semantic: 0.634378, loss_idmrf: 6.326057, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:32:46,003 - INFO - [Train] step: 142999, loss_mpn: 0.025414, loss_rec: 0.083455, loss_semantic: 0.775676, loss_idmrf: 7.636455, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:33:27,893 - INFO - [Eval] step: 142999, bce: 0.062274, psnr: 24.006786, ssim: 0.815039, lpips: 0.197415
+2023-03-24 02:34:04,901 - INFO - [Train] step: 143099, loss_mpn: 0.038326, loss_rec: 0.093505, loss_semantic: 0.880948, loss_idmrf: 12.390373, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:34:37,713 - INFO - [Train] step: 143199, loss_mpn: 0.032746, loss_rec: 0.093099, loss_semantic: 0.946704, loss_idmrf: 10.355253, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:35:10,565 - INFO - [Train] step: 143299, loss_mpn: 0.011415, loss_rec: 0.030436, loss_semantic: 0.445373, loss_idmrf: 3.183464, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:35:43,428 - INFO - [Train] step: 143399, loss_mpn: 0.029933, loss_rec: 0.095484, loss_semantic: 0.884252, loss_idmrf: 10.563231, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:36:16,253 - INFO - [Train] step: 143499, loss_mpn: 0.025997, loss_rec: 0.072672, loss_semantic: 0.809368, loss_idmrf: 11.051546, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:36:49,035 - INFO - [Train] step: 143599, loss_mpn: 0.016039, loss_rec: 0.056774, loss_semantic: 0.667160, loss_idmrf: 6.693924, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:37:21,828 - INFO - [Train] step: 143699, loss_mpn: 0.017530, loss_rec: 0.065477, loss_semantic: 0.763533, loss_idmrf: 6.295502, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:37:54,641 - INFO - [Train] step: 143799, loss_mpn: 0.014160, loss_rec: 0.036396, loss_semantic: 0.468539, loss_idmrf: 4.899545, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:38:27,421 - INFO - [Train] step: 143899, loss_mpn: 0.025221, loss_rec: 0.069136, loss_semantic: 0.867067, loss_idmrf: 10.921556, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:39:00,227 - INFO - [Train] step: 143999, loss_mpn: 0.025717, loss_rec: 0.084784, loss_semantic: 0.865969, loss_idmrf: 10.272779, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:39:42,911 - INFO - [Eval] step: 143999, bce: 0.061566, psnr: 23.943352, ssim: 0.816110, lpips: 0.196919
+2023-03-24 02:40:19,885 - INFO - [Train] step: 144099, loss_mpn: 0.015159, loss_rec: 0.060444, loss_semantic: 0.719448, loss_idmrf: 9.376032, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:40:52,664 - INFO - [Train] step: 144199, loss_mpn: 0.026968, loss_rec: 0.072386, loss_semantic: 0.801031, loss_idmrf: 9.980627, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:41:25,505 - INFO - [Train] step: 144299, loss_mpn: 0.019048, loss_rec: 0.070084, loss_semantic: 0.680239, loss_idmrf: 8.042070, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:41:58,292 - INFO - [Train] step: 144399, loss_mpn: 0.028247, loss_rec: 0.061591, loss_semantic: 0.716134, loss_idmrf: 8.487049, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:42:31,114 - INFO - [Train] step: 144499, loss_mpn: 0.025132, loss_rec: 0.058129, loss_semantic: 0.695139, loss_idmrf: 7.128536, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:43:03,966 - INFO - [Train] step: 144599, loss_mpn: 0.012412, loss_rec: 0.043129, loss_semantic: 0.675957, loss_idmrf: 9.118307, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:43:36,784 - INFO - [Train] step: 144699, loss_mpn: 0.037958, loss_rec: 0.075865, loss_semantic: 0.821440, loss_idmrf: 8.032539, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:44:09,788 - INFO - [Train] step: 144799, loss_mpn: 0.016605, loss_rec: 0.049981, loss_semantic: 0.615562, loss_idmrf: 7.117347, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:44:42,613 - INFO - [Train] step: 144899, loss_mpn: 0.035832, loss_rec: 0.064192, loss_semantic: 0.696205, loss_idmrf: 9.449690, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:45:15,521 - INFO - [Train] step: 144999, loss_mpn: 0.050449, loss_rec: 0.091832, loss_semantic: 0.933955, loss_idmrf: 13.017252, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:45:56,976 - INFO - [Eval] step: 144999, bce: 0.058952, psnr: 23.969767, ssim: 0.816989, lpips: 0.193825
+2023-03-24 02:46:34,068 - INFO - [Train] step: 145099, loss_mpn: 0.028690, loss_rec: 0.065828, loss_semantic: 0.785895, loss_idmrf: 13.298607, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:47:06,935 - INFO - [Train] step: 145199, loss_mpn: 0.017212, loss_rec: 0.075498, loss_semantic: 0.822477, loss_idmrf: 6.740445, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:47:39,766 - INFO - [Train] step: 145299, loss_mpn: 0.023132, loss_rec: 0.062522, loss_semantic: 0.743773, loss_idmrf: 8.964393, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:48:12,614 - INFO - [Train] step: 145399, loss_mpn: 0.025665, loss_rec: 0.077071, loss_semantic: 0.839916, loss_idmrf: 9.342322, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:48:45,512 - INFO - [Train] step: 145499, loss_mpn: 0.026587, loss_rec: 0.076031, loss_semantic: 0.944323, loss_idmrf: 8.798840, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:49:18,402 - INFO - [Train] step: 145599, loss_mpn: 0.010539, loss_rec: 0.041614, loss_semantic: 0.548649, loss_idmrf: 4.550744, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:49:51,327 - INFO - [Train] step: 145699, loss_mpn: 0.020282, loss_rec: 0.073346, loss_semantic: 0.820075, loss_idmrf: 10.747063, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:50:24,190 - INFO - [Train] step: 145799, loss_mpn: 0.004653, loss_rec: 0.043512, loss_semantic: 0.569906, loss_idmrf: 2.646383, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:50:57,075 - INFO - [Train] step: 145899, loss_mpn: 0.027284, loss_rec: 0.070158, loss_semantic: 0.814838, loss_idmrf: 7.880063, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:51:29,908 - INFO - [Train] step: 145999, loss_mpn: 0.012783, loss_rec: 0.035479, loss_semantic: 0.503306, loss_idmrf: 8.491988, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:52:13,258 - INFO - [Eval] step: 145999, bce: 0.066097, psnr: 23.775784, ssim: 0.816421, lpips: 0.194990
+2023-03-24 02:52:50,104 - INFO - [Train] step: 146099, loss_mpn: 0.036371, loss_rec: 0.077033, loss_semantic: 0.812771, loss_idmrf: 11.221939, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:53:22,814 - INFO - [Train] step: 146199, loss_mpn: 0.011427, loss_rec: 0.049091, loss_semantic: 0.570393, loss_idmrf: 4.041789, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:53:55,623 - INFO - [Train] step: 146299, loss_mpn: 0.018866, loss_rec: 0.060632, loss_semantic: 0.636493, loss_idmrf: 7.532474, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:54:28,388 - INFO - [Train] step: 146399, loss_mpn: 0.032280, loss_rec: 0.067395, loss_semantic: 0.775179, loss_idmrf: 10.624850, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:55:01,086 - INFO - [Train] step: 146499, loss_mpn: 0.022868, loss_rec: 0.067560, loss_semantic: 0.738626, loss_idmrf: 10.756896, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:55:33,728 - INFO - [Train] step: 146599, loss_mpn: 0.017721, loss_rec: 0.040599, loss_semantic: 0.571880, loss_idmrf: 6.908644, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:56:06,346 - INFO - [Train] step: 146699, loss_mpn: 0.022940, loss_rec: 0.098637, loss_semantic: 0.973664, loss_idmrf: 9.803125, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:56:38,966 - INFO - [Train] step: 146799, loss_mpn: 0.012524, loss_rec: 0.047034, loss_semantic: 0.600967, loss_idmrf: 4.969917, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:57:11,558 - INFO - [Train] step: 146899, loss_mpn: 0.026710, loss_rec: 0.064166, loss_semantic: 0.748542, loss_idmrf: 10.406326, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:57:44,111 - INFO - [Train] step: 146999, loss_mpn: 0.021327, loss_rec: 0.059180, loss_semantic: 0.637076, loss_idmrf: 6.624704, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:58:24,631 - INFO - [Eval] step: 146999, bce: 0.060683, psnr: 23.956310, ssim: 0.816877, lpips: 0.193812
+2023-03-24 02:59:00,712 - INFO - [Train] step: 147099, loss_mpn: 0.030344, loss_rec: 0.068595, loss_semantic: 0.750936, loss_idmrf: 8.626148, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:59:33,096 - INFO - [Train] step: 147199, loss_mpn: 0.024355, loss_rec: 0.062659, loss_semantic: 0.823040, loss_idmrf: 12.232740, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 03:00:05,503 - INFO - [Train] step: 147299, loss_mpn: 0.014505, loss_rec: 0.045235, loss_semantic: 0.589090, loss_idmrf: 7.966145, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 03:00:37,848 - INFO - [Train] step: 147399, loss_mpn: 0.039780, loss_rec: 0.072898, loss_semantic: 0.833765, loss_idmrf: 10.882864, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 03:01:10,256 - INFO - [Train] step: 147499, loss_mpn: 0.026776, loss_rec: 0.059387, loss_semantic: 0.681354, loss_idmrf: 7.479850, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 03:01:42,687 - INFO - [Train] step: 147599, loss_mpn: 0.021967, loss_rec: 0.058990, loss_semantic: 0.713357, loss_idmrf: 6.270615, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 03:02:15,079 - INFO - [Train] step: 147699, loss_mpn: 0.032241, loss_rec: 0.098095, loss_semantic: 0.940532, loss_idmrf: 9.910095, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 03:02:47,520 - INFO - [Train] step: 147799, loss_mpn: 0.047285, loss_rec: 0.091896, loss_semantic: 0.936106, loss_idmrf: 8.593675, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 03:03:19,889 - INFO - [Train] step: 147899, loss_mpn: 0.056713, loss_rec: 0.101820, loss_semantic: 0.917666, loss_idmrf: 13.056683, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 03:03:52,317 - INFO - [Train] step: 147999, loss_mpn: 0.023591, loss_rec: 0.076534, loss_semantic: 0.828950, loss_idmrf: 7.995853, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 03:04:33,025 - INFO - [Eval] step: 147999, bce: 0.059027, psnr: 23.995024, ssim: 0.817171, lpips: 0.194205
+2023-03-24 03:05:09,095 - INFO - [Train] step: 148099, loss_mpn: 0.025956, loss_rec: 0.075227, loss_semantic: 0.806142, loss_idmrf: 8.837049, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 03:05:41,475 - INFO - [Train] step: 148199, loss_mpn: 0.013619, loss_rec: 0.054506, loss_semantic: 0.710564, loss_idmrf: 8.711277, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 03:06:13,944 - INFO - [Train] step: 148299, loss_mpn: 0.031468, loss_rec: 0.081044, loss_semantic: 0.869085, loss_idmrf: 9.539852, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 03:06:46,307 - INFO - [Train] step: 148399, loss_mpn: 0.020815, loss_rec: 0.053583, loss_semantic: 0.622896, loss_idmrf: 8.456622, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 03:07:18,681 - INFO - [Train] step: 148499, loss_mpn: 0.033328, loss_rec: 0.085610, loss_semantic: 0.850013, loss_idmrf: 9.833078, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 03:07:50,958 - INFO - [Train] step: 148599, loss_mpn: 0.016659, loss_rec: 0.071759, loss_semantic: 0.805971, loss_idmrf: 7.720963, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 03:08:23,200 - INFO - [Train] step: 148699, loss_mpn: 0.038322, loss_rec: 0.087199, loss_semantic: 0.924340, loss_idmrf: 12.158968, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 03:08:55,421 - INFO - [Train] step: 148799, loss_mpn: 0.033968, loss_rec: 0.095193, loss_semantic: 0.798318, loss_idmrf: 12.220673, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 03:09:27,691 - INFO - [Train] step: 148899, loss_mpn: 0.032745, loss_rec: 0.070744, loss_semantic: 0.806999, loss_idmrf: 7.237910, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 03:09:59,984 - INFO - [Train] step: 148999, loss_mpn: 0.010083, loss_rec: 0.061285, loss_semantic: 0.705485, loss_idmrf: 3.953659, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 03:10:41,289 - INFO - [Eval] step: 148999, bce: 0.058421, psnr: 24.010998, ssim: 0.815948, lpips: 0.192874
+2023-03-24 03:11:17,119 - INFO - [Train] step: 149099, loss_mpn: 0.026236, loss_rec: 0.072081, loss_semantic: 0.754454, loss_idmrf: 6.902289, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 03:11:49,280 - INFO - [Train] step: 149199, loss_mpn: 0.010100, loss_rec: 0.048437, loss_semantic: 0.563753, loss_idmrf: 4.653439, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 03:12:21,469 - INFO - [Train] step: 149299, loss_mpn: 0.029708, loss_rec: 0.075280, loss_semantic: 0.706527, loss_idmrf: 8.977333, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 03:12:53,857 - INFO - [Train] step: 149399, loss_mpn: 0.031687, loss_rec: 0.088226, loss_semantic: 0.890033, loss_idmrf: 9.583864, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 03:13:26,125 - INFO - [Train] step: 149499, loss_mpn: 0.011774, loss_rec: 0.057399, loss_semantic: 0.714736, loss_idmrf: 7.252962, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 03:13:58,325 - INFO - [Train] step: 149599, loss_mpn: 0.030069, loss_rec: 0.052964, loss_semantic: 0.761893, loss_idmrf: 14.804133, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 03:14:30,596 - INFO - [Train] step: 149699, loss_mpn: 0.033918, loss_rec: 0.123749, loss_semantic: 1.087166, loss_idmrf: 13.256736, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 03:15:02,809 - INFO - [Train] step: 149799, loss_mpn: 0.028861, loss_rec: 0.078877, loss_semantic: 0.921602, loss_idmrf: 8.116522, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 03:15:34,985 - INFO - [Train] step: 149899, loss_mpn: 0.013901, loss_rec: 0.060827, loss_semantic: 0.773456, loss_idmrf: 7.081320, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 03:16:07,155 - INFO - [Train] step: 149999, loss_mpn: 0.040749, loss_rec: 0.081634, loss_semantic: 0.911340, loss_idmrf: 15.494875, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 03:16:47,587 - INFO - [Eval] step: 149999, bce: 0.058290, psnr: 24.008282, ssim: 0.816028, lpips: 0.196697
+2023-03-24 03:16:51,616 - INFO - End of training
diff --git a/separate_places_brush_realnoise/samples/step149999.png b/separate_places_brush_realnoise/samples/step149999.png
new file mode 100644
index 0000000000000000000000000000000000000000..428b3c81469ecac6e3de12f062ab167d6c33ccde
--- /dev/null
+++ b/separate_places_brush_realnoise/samples/step149999.png
@@ -0,0 +1,3 @@
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+size 5091588
diff --git a/separate_places_brush_realnoise/tensorboard/events.out.tfevents.1679542140.admin.cluster.local.11822.0 b/separate_places_brush_realnoise/tensorboard/events.out.tfevents.1679542140.admin.cluster.local.11822.0
new file mode 100644
index 0000000000000000000000000000000000000000..43223f8bca8bce01ac8d6bff87b4834f4f34423b
--- /dev/null
+++ b/separate_places_brush_realnoise/tensorboard/events.out.tfevents.1679542140.admin.cluster.local.11822.0
@@ -0,0 +1,3 @@
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+oid sha256:98cc2ceade1d03c17f0453813703435fb02258f5744cf2ae396e722bcbb5c19b
+size 48980292
diff --git a/separate_places_maskdir_realnoise/ckpt/step149999/meta.pt b/separate_places_maskdir_realnoise/ckpt/step149999/meta.pt
new file mode 100644
index 0000000000000000000000000000000000000000..6fa70806e52a719e221264ba9c8436753cdf5a5e
--- /dev/null
+++ b/separate_places_maskdir_realnoise/ckpt/step149999/meta.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:d73f91e6f9f0e8222c08d532226feb041d885e7aed885e0536b91a6887793879
+size 425
diff --git a/separate_places_maskdir_realnoise/ckpt/step149999/model.pt b/separate_places_maskdir_realnoise/ckpt/step149999/model.pt
new file mode 100644
index 0000000000000000000000000000000000000000..b132078c02eb830363f19199e94cb7f7a316716c
--- /dev/null
+++ b/separate_places_maskdir_realnoise/ckpt/step149999/model.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:6b50c7f816279e07aa3509190e8d354ab29baccb70d8ccefb66b129024815166
+size 15565165
diff --git a/separate_places_maskdir_realnoise/ckpt/step149999/optimizer.pt b/separate_places_maskdir_realnoise/ckpt/step149999/optimizer.pt
new file mode 100644
index 0000000000000000000000000000000000000000..a6acb86e163309e134c6d7ab546af77311161596
--- /dev/null
+++ b/separate_places_maskdir_realnoise/ckpt/step149999/optimizer.pt
@@ -0,0 +1,3 @@
+version https://git-lfs.github.com/spec/v1
+oid sha256:018118bebec8ee81e0fda72d4280a063116a7f6398436d4e59e29896a0538ba9
+size 31167109
diff --git a/separate_places_maskdir_realnoise/config-2023-03-23-11-30-29.yaml b/separate_places_maskdir_realnoise/config-2023-03-23-11-30-29.yaml
new file mode 100644
index 0000000000000000000000000000000000000000..75ca2e22c9ee61b9b41bb71edf43b417371a4f72
--- /dev/null
+++ b/separate_places_maskdir_realnoise/config-2023-03-23-11-30-29.yaml
@@ -0,0 +1,50 @@
+data:
+  dataroot: /amax/xyf/data/Places365/
+  img_size: 256
+  name: Places365
+dataloader:
+  micro_batch: 0
+  num_workers: 4
+  pin_memory: true
+  prefetch_factor: 2
+mask:
+  dir_invert_color: true
+  dir_path: /amax/xyf/data/NVIDIAIrregularMaskDataset/train/
+  mask_type: dir
+  noise_type: real
+  real_dataset:
+  - dataroot: /amax/xyf/data/ImageNet/
+    img_size: 256
+    name: ImageNet
+  smooth_kernel_size: 13
+  smooth_sigma: 3
+  smooth_type: gaussian
+model:
+  mpn:
+    base_n_channels: 64
+    neck_n_channels: 128
+  rin:
+    base_n_channels: 32
+    neck_n_channels: 128
+seed: 1234
+train:
+  batch_size: 8
+  coef_idmrf: 0.001
+  coef_rec: 1.4
+  coef_semantic: 0.0001
+  eval_freq: 1000
+  n_steps: 150000
+  optim_mpn:
+    betas:
+    - 0.5
+    - 0.9
+    lr: 0.0001
+  optim_rin:
+    betas:
+    - 0.5
+    - 0.9
+    lr: 0.0001
+  print_freq: 100
+  resume: null
+  sample_freq: 1000
+  save_freq: 5000
diff --git a/separate_places_maskdir_realnoise/output-2023-03-23-11-30-29.log b/separate_places_maskdir_realnoise/output-2023-03-23-11-30-29.log
new file mode 100644
index 0000000000000000000000000000000000000000..6cf44bfcf8d4f007234d56430eac608bf92e7cbf
--- /dev/null
+++ b/separate_places_maskdir_realnoise/output-2023-03-23-11-30-29.log
@@ -0,0 +1,1660 @@
+2023-03-23 11:30:31,013 - INFO - Experiment directory: ./runs/separate_places_maskdir_realnoise/
+2023-03-23 11:30:31,015 - INFO - Number of processes: 2
+2023-03-23 11:30:31,015 - INFO - Distributed type: MULTI_GPU
+2023-03-23 11:30:31,015 - INFO - Mixed precision: no
+2023-03-23 11:30:42,450 - INFO - Size of training set: 1803460
+2023-03-23 11:30:42,450 - INFO - Size of validation set: 5000
+2023-03-23 11:30:42,450 - INFO - Batch size per process: 4
+2023-03-23 11:30:42,450 - INFO - Total batch size: 8
+2023-03-23 11:30:46,751 - INFO - Start training...
+2023-03-23 11:31:17,935 - INFO - [Train] step: 99, loss_mpn: 0.289579, loss_rec: 0.341106, loss_semantic: 1.754534, loss_idmrf: 74.193130, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:31:46,736 - INFO - [Train] step: 199, loss_mpn: 0.214888, loss_rec: 0.246866, loss_semantic: 1.593370, loss_idmrf: 70.518959, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:32:15,785 - INFO - [Train] step: 299, loss_mpn: 0.223981, loss_rec: 0.197649, loss_semantic: 1.319878, loss_idmrf: 67.451492, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:32:45,612 - INFO - [Train] step: 399, loss_mpn: 0.248757, loss_rec: 0.211632, loss_semantic: 1.334050, loss_idmrf: 62.166481, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:33:16,492 - INFO - [Train] step: 499, loss_mpn: 0.274597, loss_rec: 0.275993, loss_semantic: 1.758003, loss_idmrf: 62.033085, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:33:47,947 - INFO - [Train] step: 599, loss_mpn: 0.223058, loss_rec: 0.208879, loss_semantic: 1.425314, loss_idmrf: 57.716965, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:34:19,741 - INFO - [Train] step: 699, loss_mpn: 0.271571, loss_rec: 0.226847, loss_semantic: 1.544311, loss_idmrf: 54.599358, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:34:51,799 - INFO - [Train] step: 799, loss_mpn: 0.267487, loss_rec: 0.210540, loss_semantic: 1.599818, loss_idmrf: 46.107414, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:35:23,840 - INFO - [Train] step: 899, loss_mpn: 0.186682, loss_rec: 0.161499, loss_semantic: 1.423568, loss_idmrf: 52.610710, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:35:55,926 - INFO - [Train] step: 999, loss_mpn: 0.187287, loss_rec: 0.191810, loss_semantic: 1.660039, loss_idmrf: 53.678230, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:36:36,284 - INFO - [Eval] step: 999, bce: 0.654801, psnr: 18.159729, ssim: 0.611169, lpips: 0.493532
+2023-03-23 11:37:10,841 - INFO - [Train] step: 1099, loss_mpn: 0.281379, loss_rec: 0.182252, loss_semantic: 1.356503, loss_idmrf: 45.868843, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:37:42,940 - INFO - [Train] step: 1199, loss_mpn: 0.225536, loss_rec: 0.202193, loss_semantic: 1.579265, loss_idmrf: 46.213543, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:38:15,077 - INFO - [Train] step: 1299, loss_mpn: 0.229310, loss_rec: 0.137667, loss_semantic: 1.349155, loss_idmrf: 39.862892, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:38:47,157 - INFO - [Train] step: 1399, loss_mpn: 0.269547, loss_rec: 0.158870, loss_semantic: 1.498812, loss_idmrf: 47.182281, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:39:19,291 - INFO - [Train] step: 1499, loss_mpn: 0.228306, loss_rec: 0.185068, loss_semantic: 1.409376, loss_idmrf: 40.906948, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:39:51,501 - INFO - [Train] step: 1599, loss_mpn: 0.218189, loss_rec: 0.180194, loss_semantic: 1.500315, loss_idmrf: 33.875763, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:40:23,761 - INFO - [Train] step: 1699, loss_mpn: 0.267937, loss_rec: 0.208879, loss_semantic: 1.621654, loss_idmrf: 41.529526, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:40:56,023 - INFO - [Train] step: 1799, loss_mpn: 0.213293, loss_rec: 0.142631, loss_semantic: 1.454155, loss_idmrf: 34.525055, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:41:28,223 - INFO - [Train] step: 1899, loss_mpn: 0.269051, loss_rec: 0.273784, loss_semantic: 1.526809, loss_idmrf: 35.947289, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:42:00,431 - INFO - [Train] step: 1999, loss_mpn: 0.242298, loss_rec: 0.173502, loss_semantic: 1.213512, loss_idmrf: 32.070885, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:42:41,197 - INFO - [Eval] step: 1999, bce: 0.657187, psnr: 19.099901, ssim: 0.651612, lpips: 0.426328
+2023-03-23 11:43:15,971 - INFO - [Train] step: 2099, loss_mpn: 0.219577, loss_rec: 0.162221, loss_semantic: 1.329204, loss_idmrf: 32.112206, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:43:48,088 - INFO - [Train] step: 2199, loss_mpn: 0.264905, loss_rec: 0.140398, loss_semantic: 1.138103, loss_idmrf: 38.613209, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:44:20,174 - INFO - [Train] step: 2299, loss_mpn: 0.352404, loss_rec: 0.246928, loss_semantic: 1.879354, loss_idmrf: 39.093765, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:44:52,231 - INFO - [Train] step: 2399, loss_mpn: 0.240870, loss_rec: 0.145880, loss_semantic: 1.309420, loss_idmrf: 33.348900, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:45:24,324 - INFO - [Train] step: 2499, loss_mpn: 0.171942, loss_rec: 0.150273, loss_semantic: 1.261924, loss_idmrf: 27.644663, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:45:56,461 - INFO - [Train] step: 2599, loss_mpn: 0.183802, loss_rec: 0.126801, loss_semantic: 1.313207, loss_idmrf: 25.195887, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:46:28,565 - INFO - [Train] step: 2699, loss_mpn: 0.196220, loss_rec: 0.096988, loss_semantic: 1.030322, loss_idmrf: 26.712530, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:47:00,649 - INFO - [Train] step: 2799, loss_mpn: 0.210626, loss_rec: 0.129308, loss_semantic: 1.353814, loss_idmrf: 25.681284, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:47:32,794 - INFO - [Train] step: 2899, loss_mpn: 0.273104, loss_rec: 0.140619, loss_semantic: 0.991962, loss_idmrf: 29.531700, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:48:04,865 - INFO - [Train] step: 2999, loss_mpn: 0.202685, loss_rec: 0.131669, loss_semantic: 1.219612, loss_idmrf: 27.384287, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:48:45,535 - INFO - [Eval] step: 2999, bce: 0.656250, psnr: 20.460159, ssim: 0.677065, lpips: 0.374558
+2023-03-23 11:49:20,357 - INFO - [Train] step: 3099, loss_mpn: 0.224752, loss_rec: 0.122059, loss_semantic: 1.206921, loss_idmrf: 25.472567, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:49:52,441 - INFO - [Train] step: 3199, loss_mpn: 0.181580, loss_rec: 0.153863, loss_semantic: 1.381808, loss_idmrf: 23.591454, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:50:24,517 - INFO - [Train] step: 3299, loss_mpn: 0.263263, loss_rec: 0.150079, loss_semantic: 1.322919, loss_idmrf: 32.963257, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:50:56,575 - INFO - [Train] step: 3399, loss_mpn: 0.188384, loss_rec: 0.113280, loss_semantic: 1.223197, loss_idmrf: 24.194809, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:51:28,630 - INFO - [Train] step: 3499, loss_mpn: 0.166885, loss_rec: 0.081202, loss_semantic: 1.021373, loss_idmrf: 20.516533, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:52:00,877 - INFO - [Train] step: 3599, loss_mpn: 0.237352, loss_rec: 0.127868, loss_semantic: 1.319330, loss_idmrf: 27.418314, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:52:33,071 - INFO - [Train] step: 3699, loss_mpn: 0.254482, loss_rec: 0.156601, loss_semantic: 1.512766, loss_idmrf: 25.010986, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:53:05,217 - INFO - [Train] step: 3799, loss_mpn: 0.230433, loss_rec: 0.116920, loss_semantic: 1.192923, loss_idmrf: 28.306168, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:53:37,373 - INFO - [Train] step: 3899, loss_mpn: 0.202063, loss_rec: 0.140140, loss_semantic: 1.347241, loss_idmrf: 25.224354, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:54:09,494 - INFO - [Train] step: 3999, loss_mpn: 0.148739, loss_rec: 0.075530, loss_semantic: 0.964743, loss_idmrf: 21.221823, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:54:50,133 - INFO - [Eval] step: 3999, bce: 0.614043, psnr: 20.535288, ssim: 0.690131, lpips: 0.347685
+2023-03-23 11:55:25,120 - INFO - [Train] step: 4099, loss_mpn: 0.254054, loss_rec: 0.121936, loss_semantic: 1.178141, loss_idmrf: 24.342106, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:55:57,269 - INFO - [Train] step: 4199, loss_mpn: 0.293714, loss_rec: 0.114302, loss_semantic: 1.072102, loss_idmrf: 32.917934, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:56:29,471 - INFO - [Train] step: 4299, loss_mpn: 0.154257, loss_rec: 0.098197, loss_semantic: 1.217559, loss_idmrf: 18.402075, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:57:01,669 - INFO - [Train] step: 4399, loss_mpn: 0.161208, loss_rec: 0.107632, loss_semantic: 1.112833, loss_idmrf: 19.620064, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:57:33,825 - INFO - [Train] step: 4499, loss_mpn: 0.259204, loss_rec: 0.106145, loss_semantic: 1.218386, loss_idmrf: 22.082830, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:58:05,996 - INFO - [Train] step: 4599, loss_mpn: 0.227833, loss_rec: 0.147475, loss_semantic: 1.319908, loss_idmrf: 25.933697, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:58:38,086 - INFO - [Train] step: 4699, loss_mpn: 0.159274, loss_rec: 0.135171, loss_semantic: 1.472359, loss_idmrf: 28.496979, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:59:10,296 - INFO - [Train] step: 4799, loss_mpn: 0.293716, loss_rec: 0.151848, loss_semantic: 1.237657, loss_idmrf: 29.700705, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 11:59:42,441 - INFO - [Train] step: 4899, loss_mpn: 0.227360, loss_rec: 0.113079, loss_semantic: 1.186489, loss_idmrf: 28.574192, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:00:14,623 - INFO - [Train] step: 4999, loss_mpn: 0.242776, loss_rec: 0.131391, loss_semantic: 1.261819, loss_idmrf: 23.430052, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:00:55,244 - INFO - [Eval] step: 4999, bce: 0.584920, psnr: 21.169008, ssim: 0.706650, lpips: 0.335346
+2023-03-23 12:01:30,444 - INFO - [Train] step: 5099, loss_mpn: 0.259609, loss_rec: 0.160580, loss_semantic: 1.283839, loss_idmrf: 31.942831, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:02:02,536 - INFO - [Train] step: 5199, loss_mpn: 0.192902, loss_rec: 0.112556, loss_semantic: 1.110619, loss_idmrf: 20.343075, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:02:34,698 - INFO - [Train] step: 5299, loss_mpn: 0.231454, loss_rec: 0.112881, loss_semantic: 1.254015, loss_idmrf: 24.614082, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:03:06,837 - INFO - [Train] step: 5399, loss_mpn: 0.216632, loss_rec: 0.117691, loss_semantic: 1.380314, loss_idmrf: 21.766964, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:03:39,015 - INFO - [Train] step: 5499, loss_mpn: 0.240007, loss_rec: 0.111819, loss_semantic: 1.260206, loss_idmrf: 25.030497, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:04:11,133 - INFO - [Train] step: 5599, loss_mpn: 0.284808, loss_rec: 0.131597, loss_semantic: 1.358855, loss_idmrf: 20.032112, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:04:43,403 - INFO - [Train] step: 5699, loss_mpn: 0.172789, loss_rec: 0.097803, loss_semantic: 1.137383, loss_idmrf: 21.274288, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:05:15,653 - INFO - [Train] step: 5799, loss_mpn: 0.234435, loss_rec: 0.102907, loss_semantic: 1.046803, loss_idmrf: 21.925941, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:05:47,844 - INFO - [Train] step: 5899, loss_mpn: 0.194524, loss_rec: 0.121510, loss_semantic: 1.310931, loss_idmrf: 22.109028, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:06:20,053 - INFO - [Train] step: 5999, loss_mpn: 0.203943, loss_rec: 0.138824, loss_semantic: 1.296025, loss_idmrf: 23.352606, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:07:01,155 - INFO - [Eval] step: 5999, bce: 0.571920, psnr: 21.140213, ssim: 0.706639, lpips: 0.325236
+2023-03-23 12:07:36,269 - INFO - [Train] step: 6099, loss_mpn: 0.271575, loss_rec: 0.140199, loss_semantic: 1.312271, loss_idmrf: 24.254253, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:08:08,489 - INFO - [Train] step: 6199, loss_mpn: 0.229463, loss_rec: 0.156340, loss_semantic: 1.276778, loss_idmrf: 21.321728, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:08:40,720 - INFO - [Train] step: 6299, loss_mpn: 0.175008, loss_rec: 0.131344, loss_semantic: 1.330875, loss_idmrf: 20.291359, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:09:13,033 - INFO - [Train] step: 6399, loss_mpn: 0.080175, loss_rec: 0.073456, loss_semantic: 0.828423, loss_idmrf: 16.650059, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:09:45,213 - INFO - [Train] step: 6499, loss_mpn: 0.184606, loss_rec: 0.100222, loss_semantic: 1.189948, loss_idmrf: 18.485996, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:10:17,420 - INFO - [Train] step: 6599, loss_mpn: 0.187955, loss_rec: 0.097812, loss_semantic: 1.048818, loss_idmrf: 23.683868, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:10:49,714 - INFO - [Train] step: 6699, loss_mpn: 0.100466, loss_rec: 0.064886, loss_semantic: 0.873684, loss_idmrf: 15.829376, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:11:21,922 - INFO - [Train] step: 6799, loss_mpn: 0.187609, loss_rec: 0.122982, loss_semantic: 1.338534, loss_idmrf: 18.746296, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:11:54,083 - INFO - [Train] step: 6899, loss_mpn: 0.165940, loss_rec: 0.128929, loss_semantic: 1.275915, loss_idmrf: 20.431702, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:12:26,249 - INFO - [Train] step: 6999, loss_mpn: 0.277397, loss_rec: 0.144231, loss_semantic: 1.367141, loss_idmrf: 19.419189, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:13:06,541 - INFO - [Eval] step: 6999, bce: 0.567956, psnr: 21.760410, ssim: 0.725159, lpips: 0.307596
+2023-03-23 12:13:41,544 - INFO - [Train] step: 7099, loss_mpn: 0.279496, loss_rec: 0.124235, loss_semantic: 1.268791, loss_idmrf: 25.619465, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:14:13,723 - INFO - [Train] step: 7199, loss_mpn: 0.166858, loss_rec: 0.088830, loss_semantic: 0.928558, loss_idmrf: 20.715851, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:14:45,932 - INFO - [Train] step: 7299, loss_mpn: 0.195998, loss_rec: 0.103678, loss_semantic: 1.075971, loss_idmrf: 23.663694, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:15:18,149 - INFO - [Train] step: 7399, loss_mpn: 0.236559, loss_rec: 0.112131, loss_semantic: 1.197241, loss_idmrf: 28.259035, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:15:50,443 - INFO - [Train] step: 7499, loss_mpn: 0.262303, loss_rec: 0.095956, loss_semantic: 1.036098, loss_idmrf: 25.327612, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:16:22,672 - INFO - [Train] step: 7599, loss_mpn: 0.207853, loss_rec: 0.092919, loss_semantic: 1.057576, loss_idmrf: 16.375610, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:16:54,936 - INFO - [Train] step: 7699, loss_mpn: 0.198674, loss_rec: 0.152297, loss_semantic: 1.337698, loss_idmrf: 22.026943, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:17:27,182 - INFO - [Train] step: 7799, loss_mpn: 0.235564, loss_rec: 0.098037, loss_semantic: 1.052553, loss_idmrf: 19.084229, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:17:59,511 - INFO - [Train] step: 7899, loss_mpn: 0.286937, loss_rec: 0.115896, loss_semantic: 1.209140, loss_idmrf: 20.976538, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:18:31,811 - INFO - [Train] step: 7999, loss_mpn: 0.177524, loss_rec: 0.126749, loss_semantic: 1.220433, loss_idmrf: 23.038595, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:19:12,484 - INFO - [Eval] step: 7999, bce: 0.558852, psnr: 21.930157, ssim: 0.729632, lpips: 0.300270
+2023-03-23 12:19:47,419 - INFO - [Train] step: 8099, loss_mpn: 0.220272, loss_rec: 0.128110, loss_semantic: 1.235957, loss_idmrf: 23.880156, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:20:19,617 - INFO - [Train] step: 8199, loss_mpn: 0.131299, loss_rec: 0.100557, loss_semantic: 1.116352, loss_idmrf: 18.756290, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:20:51,866 - INFO - [Train] step: 8299, loss_mpn: 0.232774, loss_rec: 0.142625, loss_semantic: 1.247855, loss_idmrf: 20.323803, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:21:24,152 - INFO - [Train] step: 8399, loss_mpn: 0.216995, loss_rec: 0.149420, loss_semantic: 1.337465, loss_idmrf: 18.528158, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:21:56,425 - INFO - [Train] step: 8499, loss_mpn: 0.128240, loss_rec: 0.068060, loss_semantic: 0.889445, loss_idmrf: 12.988577, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:22:28,747 - INFO - [Train] step: 8599, loss_mpn: 0.286161, loss_rec: 0.180823, loss_semantic: 1.420613, loss_idmrf: 20.719200, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:23:01,001 - INFO - [Train] step: 8699, loss_mpn: 0.176001, loss_rec: 0.086299, loss_semantic: 1.003149, loss_idmrf: 19.117943, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:23:33,303 - INFO - [Train] step: 8799, loss_mpn: 0.181307, loss_rec: 0.117265, loss_semantic: 1.107481, loss_idmrf: 20.073765, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:24:05,519 - INFO - [Train] step: 8899, loss_mpn: 0.218483, loss_rec: 0.118045, loss_semantic: 1.261249, loss_idmrf: 22.311275, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:24:37,835 - INFO - [Train] step: 8999, loss_mpn: 0.217036, loss_rec: 0.084662, loss_semantic: 0.858139, loss_idmrf: 20.833822, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:25:18,280 - INFO - [Eval] step: 8999, bce: 0.546170, psnr: 21.906202, ssim: 0.731983, lpips: 0.293153
+2023-03-23 12:25:53,359 - INFO - [Train] step: 9099, loss_mpn: 0.173508, loss_rec: 0.085934, loss_semantic: 1.115251, loss_idmrf: 16.568913, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:26:25,663 - INFO - [Train] step: 9199, loss_mpn: 0.192716, loss_rec: 0.127279, loss_semantic: 1.228107, loss_idmrf: 16.865488, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:26:57,934 - INFO - [Train] step: 9299, loss_mpn: 0.156319, loss_rec: 0.168523, loss_semantic: 1.397747, loss_idmrf: 17.815830, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:27:30,180 - INFO - [Train] step: 9399, loss_mpn: 0.243981, loss_rec: 0.104468, loss_semantic: 1.111243, loss_idmrf: 17.399712, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:28:02,530 - INFO - [Train] step: 9499, loss_mpn: 0.176386, loss_rec: 0.079071, loss_semantic: 1.017211, loss_idmrf: 14.380938, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:28:34,792 - INFO - [Train] step: 9599, loss_mpn: 0.166960, loss_rec: 0.085316, loss_semantic: 0.963018, loss_idmrf: 13.716120, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:29:07,077 - INFO - [Train] step: 9699, loss_mpn: 0.178180, loss_rec: 0.107423, loss_semantic: 1.168686, loss_idmrf: 18.556398, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:29:39,373 - INFO - [Train] step: 9799, loss_mpn: 0.207234, loss_rec: 0.124638, loss_semantic: 1.158661, loss_idmrf: 17.272552, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:30:11,669 - INFO - [Train] step: 9899, loss_mpn: 0.120676, loss_rec: 0.083865, loss_semantic: 1.147278, loss_idmrf: 15.652292, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:30:43,996 - INFO - [Train] step: 9999, loss_mpn: 0.156244, loss_rec: 0.083880, loss_semantic: 1.054834, loss_idmrf: 15.280832, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:31:24,427 - INFO - [Eval] step: 9999, bce: 0.512619, psnr: 22.091410, ssim: 0.737192, lpips: 0.290890
+2023-03-23 12:31:59,298 - INFO - [Train] step: 10099, loss_mpn: 0.232894, loss_rec: 0.128938, loss_semantic: 1.322096, loss_idmrf: 22.191349, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:32:31,539 - INFO - [Train] step: 10199, loss_mpn: 0.163042, loss_rec: 0.093171, loss_semantic: 1.046664, loss_idmrf: 16.265295, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:33:03,793 - INFO - [Train] step: 10299, loss_mpn: 0.247406, loss_rec: 0.157433, loss_semantic: 1.349014, loss_idmrf: 23.706894, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:33:36,108 - INFO - [Train] step: 10399, loss_mpn: 0.191784, loss_rec: 0.096181, loss_semantic: 1.076922, loss_idmrf: 17.949024, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:34:08,318 - INFO - [Train] step: 10499, loss_mpn: 0.178954, loss_rec: 0.097882, loss_semantic: 1.161828, loss_idmrf: 17.257166, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:34:40,639 - INFO - [Train] step: 10599, loss_mpn: 0.151374, loss_rec: 0.085893, loss_semantic: 1.063231, loss_idmrf: 19.041058, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:35:12,874 - INFO - [Train] step: 10699, loss_mpn: 0.223896, loss_rec: 0.129055, loss_semantic: 1.391818, loss_idmrf: 20.813595, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:35:45,128 - INFO - [Train] step: 10799, loss_mpn: 0.163529, loss_rec: 0.089282, loss_semantic: 1.043532, loss_idmrf: 16.891476, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:36:17,417 - INFO - [Train] step: 10899, loss_mpn: 0.124054, loss_rec: 0.064455, loss_semantic: 0.777289, loss_idmrf: 15.417280, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:36:49,713 - INFO - [Train] step: 10999, loss_mpn: 0.239615, loss_rec: 0.162583, loss_semantic: 1.414249, loss_idmrf: 18.793787, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:37:29,976 - INFO - [Eval] step: 10999, bce: 0.523642, psnr: 22.233164, ssim: 0.735736, lpips: 0.285755
+2023-03-23 12:38:04,879 - INFO - [Train] step: 11099, loss_mpn: 0.188809, loss_rec: 0.146754, loss_semantic: 1.344233, loss_idmrf: 24.318785, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:38:37,263 - INFO - [Train] step: 11199, loss_mpn: 0.107615, loss_rec: 0.100629, loss_semantic: 1.074744, loss_idmrf: 13.961948, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:39:09,501 - INFO - [Train] step: 11299, loss_mpn: 0.143529, loss_rec: 0.082544, loss_semantic: 1.001986, loss_idmrf: 12.464590, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:39:41,853 - INFO - [Train] step: 11399, loss_mpn: 0.156212, loss_rec: 0.179307, loss_semantic: 1.201660, loss_idmrf: 27.515316, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:40:14,221 - INFO - [Train] step: 11499, loss_mpn: 0.118716, loss_rec: 0.067409, loss_semantic: 0.817591, loss_idmrf: 14.567162, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:40:46,507 - INFO - [Train] step: 11599, loss_mpn: 0.268977, loss_rec: 0.152264, loss_semantic: 1.372807, loss_idmrf: 24.035793, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:41:18,692 - INFO - [Train] step: 11699, loss_mpn: 0.160502, loss_rec: 0.077235, loss_semantic: 1.142524, loss_idmrf: 15.014654, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:41:50,953 - INFO - [Train] step: 11799, loss_mpn: 0.116535, loss_rec: 0.102024, loss_semantic: 0.976455, loss_idmrf: 16.352398, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:42:23,212 - INFO - [Train] step: 11899, loss_mpn: 0.122767, loss_rec: 0.076341, loss_semantic: 1.012118, loss_idmrf: 11.539768, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:42:55,471 - INFO - [Train] step: 11999, loss_mpn: 0.143684, loss_rec: 0.069894, loss_semantic: 0.969364, loss_idmrf: 17.663845, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:43:35,818 - INFO - [Eval] step: 11999, bce: 0.502068, psnr: 22.310354, ssim: 0.740785, lpips: 0.272529
+2023-03-23 12:44:10,689 - INFO - [Train] step: 12099, loss_mpn: 0.198702, loss_rec: 0.095033, loss_semantic: 1.014698, loss_idmrf: 17.599749, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:44:43,023 - INFO - [Train] step: 12199, loss_mpn: 0.136636, loss_rec: 0.090480, loss_semantic: 0.965479, loss_idmrf: 12.818317, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:45:15,324 - INFO - [Train] step: 12299, loss_mpn: 0.239443, loss_rec: 0.124507, loss_semantic: 1.310848, loss_idmrf: 19.056831, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:45:47,523 - INFO - [Train] step: 12399, loss_mpn: 0.169967, loss_rec: 0.069173, loss_semantic: 0.947350, loss_idmrf: 12.129239, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:46:19,750 - INFO - [Train] step: 12499, loss_mpn: 0.187129, loss_rec: 0.106165, loss_semantic: 1.113564, loss_idmrf: 16.159904, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:46:51,996 - INFO - [Train] step: 12599, loss_mpn: 0.135774, loss_rec: 0.102444, loss_semantic: 0.962253, loss_idmrf: 16.039444, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:47:24,215 - INFO - [Train] step: 12699, loss_mpn: 0.159354, loss_rec: 0.100411, loss_semantic: 1.059457, loss_idmrf: 11.928306, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:47:56,423 - INFO - [Train] step: 12799, loss_mpn: 0.257891, loss_rec: 0.127615, loss_semantic: 1.069247, loss_idmrf: 13.819454, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:48:28,579 - INFO - [Train] step: 12899, loss_mpn: 0.185577, loss_rec: 0.096596, loss_semantic: 1.146849, loss_idmrf: 16.947195, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:49:00,753 - INFO - [Train] step: 12999, loss_mpn: 0.151915, loss_rec: 0.109161, loss_semantic: 1.110610, loss_idmrf: 14.840843, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:49:41,100 - INFO - [Eval] step: 12999, bce: 0.498431, psnr: 22.520777, ssim: 0.746490, lpips: 0.264210
+2023-03-23 12:50:15,926 - INFO - [Train] step: 13099, loss_mpn: 0.187511, loss_rec: 0.092236, loss_semantic: 0.936456, loss_idmrf: 17.203827, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:50:48,050 - INFO - [Train] step: 13199, loss_mpn: 0.116101, loss_rec: 0.067192, loss_semantic: 0.882703, loss_idmrf: 12.104843, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:51:20,262 - INFO - [Train] step: 13299, loss_mpn: 0.267630, loss_rec: 0.135871, loss_semantic: 1.259144, loss_idmrf: 21.719439, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:51:52,476 - INFO - [Train] step: 13399, loss_mpn: 0.140559, loss_rec: 0.063298, loss_semantic: 0.779220, loss_idmrf: 13.962281, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:52:24,717 - INFO - [Train] step: 13499, loss_mpn: 0.280624, loss_rec: 0.113573, loss_semantic: 1.224566, loss_idmrf: 18.261011, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:52:57,019 - INFO - [Train] step: 13599, loss_mpn: 0.148763, loss_rec: 0.067787, loss_semantic: 0.956150, loss_idmrf: 12.165606, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:53:29,310 - INFO - [Train] step: 13699, loss_mpn: 0.219908, loss_rec: 0.063956, loss_semantic: 0.910039, loss_idmrf: 24.719004, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:54:01,572 - INFO - [Train] step: 13799, loss_mpn: 0.196380, loss_rec: 0.071805, loss_semantic: 0.940205, loss_idmrf: 15.599783, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:54:33,851 - INFO - [Train] step: 13899, loss_mpn: 0.148659, loss_rec: 0.074654, loss_semantic: 1.037275, loss_idmrf: 16.260376, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:55:06,163 - INFO - [Train] step: 13999, loss_mpn: 0.181228, loss_rec: 0.109757, loss_semantic: 1.095613, loss_idmrf: 14.140358, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:55:46,344 - INFO - [Eval] step: 13999, bce: 0.475857, psnr: 22.509377, ssim: 0.752507, lpips: 0.257335
+2023-03-23 12:56:21,243 - INFO - [Train] step: 14099, loss_mpn: 0.203604, loss_rec: 0.120527, loss_semantic: 1.306699, loss_idmrf: 16.319315, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:56:53,560 - INFO - [Train] step: 14199, loss_mpn: 0.131736, loss_rec: 0.103755, loss_semantic: 1.072007, loss_idmrf: 15.206487, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:57:25,913 - INFO - [Train] step: 14299, loss_mpn: 0.119064, loss_rec: 0.084344, loss_semantic: 1.033586, loss_idmrf: 16.521339, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:57:58,236 - INFO - [Train] step: 14399, loss_mpn: 0.214045, loss_rec: 0.109788, loss_semantic: 1.137511, loss_idmrf: 14.646158, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:58:30,461 - INFO - [Train] step: 14499, loss_mpn: 0.125590, loss_rec: 0.082430, loss_semantic: 0.986590, loss_idmrf: 10.856585, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:59:02,668 - INFO - [Train] step: 14599, loss_mpn: 0.226106, loss_rec: 0.084185, loss_semantic: 1.067950, loss_idmrf: 15.141622, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 12:59:34,903 - INFO - [Train] step: 14699, loss_mpn: 0.235372, loss_rec: 0.131673, loss_semantic: 1.171016, loss_idmrf: 16.704411, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:00:07,169 - INFO - [Train] step: 14799, loss_mpn: 0.221512, loss_rec: 0.116934, loss_semantic: 1.339741, loss_idmrf: 17.231701, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:00:39,447 - INFO - [Train] step: 14899, loss_mpn: 0.140731, loss_rec: 0.077416, loss_semantic: 0.942418, loss_idmrf: 12.816077, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:01:11,612 - INFO - [Train] step: 14999, loss_mpn: 0.222235, loss_rec: 0.108828, loss_semantic: 1.110532, loss_idmrf: 13.064344, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:01:51,773 - INFO - [Eval] step: 14999, bce: 0.489506, psnr: 22.447266, ssim: 0.754754, lpips: 0.253652
+2023-03-23 13:02:26,768 - INFO - [Train] step: 15099, loss_mpn: 0.141646, loss_rec: 0.058584, loss_semantic: 0.816969, loss_idmrf: 13.510459, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:02:59,011 - INFO - [Train] step: 15199, loss_mpn: 0.197483, loss_rec: 0.068910, loss_semantic: 0.858392, loss_idmrf: 10.081670, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:03:31,402 - INFO - [Train] step: 15299, loss_mpn: 0.205443, loss_rec: 0.129117, loss_semantic: 1.287559, loss_idmrf: 15.175319, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:04:03,598 - INFO - [Train] step: 15399, loss_mpn: 0.260132, loss_rec: 0.161241, loss_semantic: 1.423890, loss_idmrf: 19.465450, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:04:35,904 - INFO - [Train] step: 15499, loss_mpn: 0.196966, loss_rec: 0.085788, loss_semantic: 1.072322, loss_idmrf: 15.419530, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:05:08,213 - INFO - [Train] step: 15599, loss_mpn: 0.173743, loss_rec: 0.104550, loss_semantic: 1.183911, loss_idmrf: 14.479661, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:05:40,511 - INFO - [Train] step: 15699, loss_mpn: 0.162878, loss_rec: 0.111983, loss_semantic: 1.104764, loss_idmrf: 19.763832, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:06:12,772 - INFO - [Train] step: 15799, loss_mpn: 0.173040, loss_rec: 0.108359, loss_semantic: 1.067051, loss_idmrf: 17.879869, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:06:45,108 - INFO - [Train] step: 15899, loss_mpn: 0.107469, loss_rec: 0.074220, loss_semantic: 0.984532, loss_idmrf: 11.209689, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:07:17,435 - INFO - [Train] step: 15999, loss_mpn: 0.141758, loss_rec: 0.102750, loss_semantic: 1.005905, loss_idmrf: 15.630655, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:07:57,751 - INFO - [Eval] step: 15999, bce: 0.472895, psnr: 22.814642, ssim: 0.759219, lpips: 0.239380
+2023-03-23 13:08:32,640 - INFO - [Train] step: 16099, loss_mpn: 0.242468, loss_rec: 0.092277, loss_semantic: 1.080561, loss_idmrf: 18.229691, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:09:04,969 - INFO - [Train] step: 16199, loss_mpn: 0.325738, loss_rec: 0.111160, loss_semantic: 1.147365, loss_idmrf: 22.931192, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:09:37,432 - INFO - [Train] step: 16299, loss_mpn: 0.163369, loss_rec: 0.076384, loss_semantic: 0.862113, loss_idmrf: 9.082483, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:10:09,804 - INFO - [Train] step: 16399, loss_mpn: 0.127410, loss_rec: 0.066070, loss_semantic: 0.902698, loss_idmrf: 9.953178, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:10:42,237 - INFO - [Train] step: 16499, loss_mpn: 0.184003, loss_rec: 0.091843, loss_semantic: 0.977669, loss_idmrf: 18.303953, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:11:14,640 - INFO - [Train] step: 16599, loss_mpn: 0.127005, loss_rec: 0.079950, loss_semantic: 0.986435, loss_idmrf: 11.687254, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:11:47,028 - INFO - [Train] step: 16699, loss_mpn: 0.166379, loss_rec: 0.098501, loss_semantic: 1.112486, loss_idmrf: 18.644173, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:12:19,413 - INFO - [Train] step: 16799, loss_mpn: 0.232476, loss_rec: 0.133240, loss_semantic: 1.228120, loss_idmrf: 20.196678, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:12:51,907 - INFO - [Train] step: 16899, loss_mpn: 0.181567, loss_rec: 0.111307, loss_semantic: 1.044765, loss_idmrf: 15.323515, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:13:24,219 - INFO - [Train] step: 16999, loss_mpn: 0.184967, loss_rec: 0.126727, loss_semantic: 1.253477, loss_idmrf: 16.474579, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:14:04,428 - INFO - [Eval] step: 16999, bce: 0.520120, psnr: 22.738422, ssim: 0.757425, lpips: 0.241496
+2023-03-23 13:14:39,372 - INFO - [Train] step: 17099, loss_mpn: 0.145079, loss_rec: 0.164486, loss_semantic: 1.291878, loss_idmrf: 16.131807, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:15:11,663 - INFO - [Train] step: 17199, loss_mpn: 0.199049, loss_rec: 0.089887, loss_semantic: 1.011260, loss_idmrf: 17.132271, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:15:44,035 - INFO - [Train] step: 17299, loss_mpn: 0.135770, loss_rec: 0.102096, loss_semantic: 1.095412, loss_idmrf: 12.007979, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:16:16,424 - INFO - [Train] step: 17399, loss_mpn: 0.197808, loss_rec: 0.129552, loss_semantic: 1.245829, loss_idmrf: 14.195675, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:16:48,829 - INFO - [Train] step: 17499, loss_mpn: 0.180272, loss_rec: 0.171368, loss_semantic: 1.238304, loss_idmrf: 16.556290, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:17:21,185 - INFO - [Train] step: 17599, loss_mpn: 0.229253, loss_rec: 0.133047, loss_semantic: 1.128680, loss_idmrf: 16.865839, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:17:53,572 - INFO - [Train] step: 17699, loss_mpn: 0.203940, loss_rec: 0.085496, loss_semantic: 0.998078, loss_idmrf: 10.954172, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:18:25,750 - INFO - [Train] step: 17799, loss_mpn: 0.227753, loss_rec: 0.142921, loss_semantic: 1.084270, loss_idmrf: 17.485758, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:18:57,932 - INFO - [Train] step: 17899, loss_mpn: 0.112761, loss_rec: 0.073403, loss_semantic: 1.016358, loss_idmrf: 9.592185, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:19:30,192 - INFO - [Train] step: 17999, loss_mpn: 0.205507, loss_rec: 0.117858, loss_semantic: 1.185123, loss_idmrf: 15.441347, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:20:10,553 - INFO - [Eval] step: 17999, bce: 0.448706, psnr: 22.974619, ssim: 0.770676, lpips: 0.231541
+2023-03-23 13:20:45,401 - INFO - [Train] step: 18099, loss_mpn: 0.104622, loss_rec: 0.064565, loss_semantic: 0.757220, loss_idmrf: 13.742146, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:21:17,608 - INFO - [Train] step: 18199, loss_mpn: 0.218844, loss_rec: 0.125846, loss_semantic: 1.392115, loss_idmrf: 15.373802, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:21:50,022 - INFO - [Train] step: 18299, loss_mpn: 0.105633, loss_rec: 0.074556, loss_semantic: 0.840256, loss_idmrf: 11.627583, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:22:22,304 - INFO - [Train] step: 18399, loss_mpn: 0.125143, loss_rec: 0.119283, loss_semantic: 1.092857, loss_idmrf: 14.669774, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:22:54,540 - INFO - [Train] step: 18499, loss_mpn: 0.144324, loss_rec: 0.065131, loss_semantic: 0.878681, loss_idmrf: 10.570479, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:23:26,803 - INFO - [Train] step: 18599, loss_mpn: 0.193865, loss_rec: 0.111113, loss_semantic: 1.007847, loss_idmrf: 13.694591, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:23:59,079 - INFO - [Train] step: 18699, loss_mpn: 0.108759, loss_rec: 0.066417, loss_semantic: 0.754738, loss_idmrf: 11.732057, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:24:31,333 - INFO - [Train] step: 18799, loss_mpn: 0.134668, loss_rec: 0.058674, loss_semantic: 0.869980, loss_idmrf: 10.068210, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:25:03,581 - INFO - [Train] step: 18899, loss_mpn: 0.176582, loss_rec: 0.110446, loss_semantic: 1.206105, loss_idmrf: 15.163532, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:25:35,825 - INFO - [Train] step: 18999, loss_mpn: 0.152573, loss_rec: 0.078435, loss_semantic: 0.929593, loss_idmrf: 10.349129, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:26:16,245 - INFO - [Eval] step: 18999, bce: 0.440532, psnr: 22.945692, ssim: 0.768518, lpips: 0.234038
+2023-03-23 13:26:51,048 - INFO - [Train] step: 19099, loss_mpn: 0.138362, loss_rec: 0.147452, loss_semantic: 1.219905, loss_idmrf: 13.702667, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:27:23,326 - INFO - [Train] step: 19199, loss_mpn: 0.231612, loss_rec: 0.130208, loss_semantic: 1.226941, loss_idmrf: 17.663662, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:27:55,629 - INFO - [Train] step: 19299, loss_mpn: 0.092457, loss_rec: 0.097090, loss_semantic: 0.933849, loss_idmrf: 11.926634, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:28:28,046 - INFO - [Train] step: 19399, loss_mpn: 0.178141, loss_rec: 0.104611, loss_semantic: 1.007318, loss_idmrf: 14.863547, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:29:00,374 - INFO - [Train] step: 19499, loss_mpn: 0.096203, loss_rec: 0.070381, loss_semantic: 0.906890, loss_idmrf: 10.873285, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:29:32,783 - INFO - [Train] step: 19599, loss_mpn: 0.171755, loss_rec: 0.098379, loss_semantic: 1.136247, loss_idmrf: 12.267138, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:30:05,156 - INFO - [Train] step: 19699, loss_mpn: 0.115189, loss_rec: 0.087927, loss_semantic: 0.868203, loss_idmrf: 9.868351, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:30:37,538 - INFO - [Train] step: 19799, loss_mpn: 0.164195, loss_rec: 0.120338, loss_semantic: 1.041351, loss_idmrf: 11.893966, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:31:09,911 - INFO - [Train] step: 19899, loss_mpn: 0.183635, loss_rec: 0.105799, loss_semantic: 1.011015, loss_idmrf: 13.770181, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:31:42,305 - INFO - [Train] step: 19999, loss_mpn: 0.152645, loss_rec: 0.145643, loss_semantic: 1.250433, loss_idmrf: 14.666157, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:32:22,635 - INFO - [Eval] step: 19999, bce: 0.468807, psnr: 22.972752, ssim: 0.769668, lpips: 0.227517
+2023-03-23 13:32:57,797 - INFO - [Train] step: 20099, loss_mpn: 0.189657, loss_rec: 0.080728, loss_semantic: 0.909031, loss_idmrf: 18.352877, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:33:30,140 - INFO - [Train] step: 20199, loss_mpn: 0.078854, loss_rec: 0.045176, loss_semantic: 0.618565, loss_idmrf: 8.718904, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:34:02,663 - INFO - [Train] step: 20299, loss_mpn: 0.158166, loss_rec: 0.105688, loss_semantic: 1.120546, loss_idmrf: 17.959869, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:34:35,183 - INFO - [Train] step: 20399, loss_mpn: 0.145893, loss_rec: 0.084429, loss_semantic: 0.879802, loss_idmrf: 15.214924, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:35:07,695 - INFO - [Train] step: 20499, loss_mpn: 0.192429, loss_rec: 0.122154, loss_semantic: 1.323196, loss_idmrf: 13.426921, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:35:40,135 - INFO - [Train] step: 20599, loss_mpn: 0.136772, loss_rec: 0.062997, loss_semantic: 0.868744, loss_idmrf: 9.802217, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:36:12,572 - INFO - [Train] step: 20699, loss_mpn: 0.122973, loss_rec: 0.087019, loss_semantic: 0.834964, loss_idmrf: 18.234360, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:36:44,876 - INFO - [Train] step: 20799, loss_mpn: 0.218322, loss_rec: 0.113324, loss_semantic: 1.094444, loss_idmrf: 13.748759, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:37:17,239 - INFO - [Train] step: 20899, loss_mpn: 0.217788, loss_rec: 0.102801, loss_semantic: 1.283324, loss_idmrf: 18.403267, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:37:49,516 - INFO - [Train] step: 20999, loss_mpn: 0.158757, loss_rec: 0.073426, loss_semantic: 0.774374, loss_idmrf: 14.527556, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:38:29,850 - INFO - [Eval] step: 20999, bce: 0.414095, psnr: 23.219702, ssim: 0.779795, lpips: 0.223589
+2023-03-23 13:39:04,740 - INFO - [Train] step: 21099, loss_mpn: 0.115438, loss_rec: 0.113923, loss_semantic: 1.153256, loss_idmrf: 10.287107, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:39:37,110 - INFO - [Train] step: 21199, loss_mpn: 0.100782, loss_rec: 0.048887, loss_semantic: 0.724934, loss_idmrf: 7.647358, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:40:09,414 - INFO - [Train] step: 21299, loss_mpn: 0.061113, loss_rec: 0.054119, loss_semantic: 0.679795, loss_idmrf: 5.956392, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:40:41,867 - INFO - [Train] step: 21399, loss_mpn: 0.158010, loss_rec: 0.098473, loss_semantic: 0.957115, loss_idmrf: 13.084067, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:41:14,312 - INFO - [Train] step: 21499, loss_mpn: 0.146001, loss_rec: 0.125270, loss_semantic: 1.118605, loss_idmrf: 17.830887, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:41:46,688 - INFO - [Train] step: 21599, loss_mpn: 0.186247, loss_rec: 0.091727, loss_semantic: 1.013826, loss_idmrf: 16.820744, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:42:19,046 - INFO - [Train] step: 21699, loss_mpn: 0.174760, loss_rec: 0.090735, loss_semantic: 0.959536, loss_idmrf: 15.026514, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:42:51,413 - INFO - [Train] step: 21799, loss_mpn: 0.141555, loss_rec: 0.084444, loss_semantic: 1.010648, loss_idmrf: 11.872818, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:43:23,657 - INFO - [Train] step: 21899, loss_mpn: 0.134018, loss_rec: 0.078294, loss_semantic: 0.956724, loss_idmrf: 15.048119, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:43:55,911 - INFO - [Train] step: 21999, loss_mpn: 0.102696, loss_rec: 0.066194, loss_semantic: 0.881051, loss_idmrf: 9.887726, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:44:36,058 - INFO - [Eval] step: 21999, bce: 0.432265, psnr: 23.278088, ssim: 0.780994, lpips: 0.224026
+2023-03-23 13:45:11,066 - INFO - [Train] step: 22099, loss_mpn: 0.143580, loss_rec: 0.086949, loss_semantic: 1.102316, loss_idmrf: 11.049201, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:45:43,391 - INFO - [Train] step: 22199, loss_mpn: 0.161359, loss_rec: 0.085046, loss_semantic: 0.900990, loss_idmrf: 14.070509, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:46:15,780 - INFO - [Train] step: 22299, loss_mpn: 0.102742, loss_rec: 0.068600, loss_semantic: 0.866064, loss_idmrf: 8.563376, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:46:48,236 - INFO - [Train] step: 22399, loss_mpn: 0.125113, loss_rec: 0.090548, loss_semantic: 1.124371, loss_idmrf: 9.584849, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:47:20,600 - INFO - [Train] step: 22499, loss_mpn: 0.177603, loss_rec: 0.104256, loss_semantic: 1.053963, loss_idmrf: 16.650858, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:47:52,979 - INFO - [Train] step: 22599, loss_mpn: 0.169075, loss_rec: 0.107801, loss_semantic: 1.143889, loss_idmrf: 14.530107, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:48:25,286 - INFO - [Train] step: 22699, loss_mpn: 0.100691, loss_rec: 0.080064, loss_semantic: 0.955198, loss_idmrf: 9.407494, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:48:57,526 - INFO - [Train] step: 22799, loss_mpn: 0.094263, loss_rec: 0.082656, loss_semantic: 0.984292, loss_idmrf: 10.884445, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:49:29,795 - INFO - [Train] step: 22899, loss_mpn: 0.145994, loss_rec: 0.076946, loss_semantic: 0.979822, loss_idmrf: 13.178963, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:50:01,939 - INFO - [Train] step: 22999, loss_mpn: 0.114866, loss_rec: 0.095451, loss_semantic: 0.962158, loss_idmrf: 10.349698, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:50:42,340 - INFO - [Eval] step: 22999, bce: 0.413755, psnr: 23.112873, ssim: 0.777028, lpips: 0.223024
+2023-03-23 13:51:17,137 - INFO - [Train] step: 23099, loss_mpn: 0.145093, loss_rec: 0.093749, loss_semantic: 0.993641, loss_idmrf: 13.427988, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:51:49,405 - INFO - [Train] step: 23199, loss_mpn: 0.140591, loss_rec: 0.041243, loss_semantic: 0.662589, loss_idmrf: 9.858904, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:52:21,769 - INFO - [Train] step: 23299, loss_mpn: 0.175463, loss_rec: 0.072389, loss_semantic: 0.823809, loss_idmrf: 12.456707, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:52:54,101 - INFO - [Train] step: 23399, loss_mpn: 0.198999, loss_rec: 0.104333, loss_semantic: 1.095860, loss_idmrf: 13.484622, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:53:26,485 - INFO - [Train] step: 23499, loss_mpn: 0.088178, loss_rec: 0.090470, loss_semantic: 0.993871, loss_idmrf: 9.654222, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:53:58,782 - INFO - [Train] step: 23599, loss_mpn: 0.131385, loss_rec: 0.094594, loss_semantic: 1.096567, loss_idmrf: 14.524640, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:54:31,042 - INFO - [Train] step: 23699, loss_mpn: 0.216276, loss_rec: 0.082236, loss_semantic: 0.861433, loss_idmrf: 13.244124, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:55:03,390 - INFO - [Train] step: 23799, loss_mpn: 0.159714, loss_rec: 0.125228, loss_semantic: 1.163601, loss_idmrf: 16.094421, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:55:35,781 - INFO - [Train] step: 23899, loss_mpn: 0.127577, loss_rec: 0.088812, loss_semantic: 1.047160, loss_idmrf: 14.401598, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:56:08,110 - INFO - [Train] step: 23999, loss_mpn: 0.088426, loss_rec: 0.065391, loss_semantic: 0.879539, loss_idmrf: 10.967422, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:56:48,531 - INFO - [Eval] step: 23999, bce: 0.395751, psnr: 23.179241, ssim: 0.784272, lpips: 0.217682
+2023-03-23 13:57:23,535 - INFO - [Train] step: 24099, loss_mpn: 0.093769, loss_rec: 0.053146, loss_semantic: 0.669721, loss_idmrf: 8.632732, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:57:55,905 - INFO - [Train] step: 24199, loss_mpn: 0.172413, loss_rec: 0.085812, loss_semantic: 1.056626, loss_idmrf: 9.895437, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:58:28,326 - INFO - [Train] step: 24299, loss_mpn: 0.225571, loss_rec: 0.104679, loss_semantic: 1.159605, loss_idmrf: 17.793934, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:59:00,767 - INFO - [Train] step: 24399, loss_mpn: 0.125295, loss_rec: 0.052551, loss_semantic: 0.795457, loss_idmrf: 7.297616, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 13:59:33,301 - INFO - [Train] step: 24499, loss_mpn: 0.189585, loss_rec: 0.090225, loss_semantic: 0.878291, loss_idmrf: 13.620256, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:00:05,686 - INFO - [Train] step: 24599, loss_mpn: 0.204231, loss_rec: 0.105597, loss_semantic: 1.015336, loss_idmrf: 11.562853, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:00:38,131 - INFO - [Train] step: 24699, loss_mpn: 0.154299, loss_rec: 0.083098, loss_semantic: 0.926746, loss_idmrf: 11.750060, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:01:10,585 - INFO - [Train] step: 24799, loss_mpn: 0.154108, loss_rec: 0.115102, loss_semantic: 0.896610, loss_idmrf: 13.627053, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:01:42,935 - INFO - [Train] step: 24899, loss_mpn: 0.282702, loss_rec: 0.105657, loss_semantic: 0.972860, loss_idmrf: 12.781013, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:02:15,300 - INFO - [Train] step: 24999, loss_mpn: 0.094580, loss_rec: 0.056640, loss_semantic: 0.745679, loss_idmrf: 10.157658, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:02:55,762 - INFO - [Eval] step: 24999, bce: 0.395565, psnr: 23.430185, ssim: 0.788356, lpips: 0.214919
+2023-03-23 14:03:30,749 - INFO - [Train] step: 25099, loss_mpn: 0.112747, loss_rec: 0.083716, loss_semantic: 0.969536, loss_idmrf: 11.652775, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:04:03,079 - INFO - [Train] step: 25199, loss_mpn: 0.128710, loss_rec: 0.084697, loss_semantic: 0.985647, loss_idmrf: 11.016235, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:04:35,556 - INFO - [Train] step: 25299, loss_mpn: 0.183308, loss_rec: 0.086847, loss_semantic: 0.974302, loss_idmrf: 12.187670, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:05:07,982 - INFO - [Train] step: 25399, loss_mpn: 0.175536, loss_rec: 0.104164, loss_semantic: 1.068840, loss_idmrf: 12.454037, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:05:40,552 - INFO - [Train] step: 25499, loss_mpn: 0.144831, loss_rec: 0.086232, loss_semantic: 0.855955, loss_idmrf: 14.274637, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:06:13,018 - INFO - [Train] step: 25599, loss_mpn: 0.131022, loss_rec: 0.069411, loss_semantic: 0.739560, loss_idmrf: 9.810631, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:06:45,433 - INFO - [Train] step: 25699, loss_mpn: 0.119404, loss_rec: 0.075807, loss_semantic: 0.912788, loss_idmrf: 8.154604, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:07:17,948 - INFO - [Train] step: 25799, loss_mpn: 0.104269, loss_rec: 0.103254, loss_semantic: 0.848746, loss_idmrf: 13.433847, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:07:50,398 - INFO - [Train] step: 25899, loss_mpn: 0.104888, loss_rec: 0.040533, loss_semantic: 0.652763, loss_idmrf: 9.993813, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:08:22,872 - INFO - [Train] step: 25999, loss_mpn: 0.105579, loss_rec: 0.085280, loss_semantic: 1.005819, loss_idmrf: 11.112842, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:09:03,393 - INFO - [Eval] step: 25999, bce: 0.402213, psnr: 23.301695, ssim: 0.780706, lpips: 0.214459
+2023-03-23 14:09:38,446 - INFO - [Train] step: 26099, loss_mpn: 0.176729, loss_rec: 0.089538, loss_semantic: 1.171158, loss_idmrf: 12.473966, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:10:10,867 - INFO - [Train] step: 26199, loss_mpn: 0.183641, loss_rec: 0.070053, loss_semantic: 0.885183, loss_idmrf: 13.698680, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:10:43,381 - INFO - [Train] step: 26299, loss_mpn: 0.142862, loss_rec: 0.075158, loss_semantic: 0.869453, loss_idmrf: 9.904597, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:11:15,874 - INFO - [Train] step: 26399, loss_mpn: 0.160549, loss_rec: 0.089024, loss_semantic: 0.996603, loss_idmrf: 11.975258, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:11:48,458 - INFO - [Train] step: 26499, loss_mpn: 0.077987, loss_rec: 0.089443, loss_semantic: 0.826777, loss_idmrf: 12.410114, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:12:21,042 - INFO - [Train] step: 26599, loss_mpn: 0.169819, loss_rec: 0.144118, loss_semantic: 1.249744, loss_idmrf: 17.540733, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:12:53,639 - INFO - [Train] step: 26699, loss_mpn: 0.259908, loss_rec: 0.095620, loss_semantic: 1.024274, loss_idmrf: 17.436415, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:13:26,144 - INFO - [Train] step: 26799, loss_mpn: 0.173282, loss_rec: 0.064792, loss_semantic: 0.832693, loss_idmrf: 8.225143, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:13:58,601 - INFO - [Train] step: 26899, loss_mpn: 0.064079, loss_rec: 0.070721, loss_semantic: 0.799263, loss_idmrf: 12.471384, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:14:31,066 - INFO - [Train] step: 26999, loss_mpn: 0.122636, loss_rec: 0.061886, loss_semantic: 0.755834, loss_idmrf: 11.763846, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:15:11,663 - INFO - [Eval] step: 26999, bce: 0.382280, psnr: 23.508991, ssim: 0.791497, lpips: 0.211852
+2023-03-23 14:15:46,704 - INFO - [Train] step: 27099, loss_mpn: 0.054799, loss_rec: 0.052833, loss_semantic: 0.608016, loss_idmrf: 5.517644, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:16:19,232 - INFO - [Train] step: 27199, loss_mpn: 0.176342, loss_rec: 0.104784, loss_semantic: 1.084625, loss_idmrf: 16.387047, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:16:51,764 - INFO - [Train] step: 27299, loss_mpn: 0.190352, loss_rec: 0.075604, loss_semantic: 0.887546, loss_idmrf: 8.821427, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:17:24,319 - INFO - [Train] step: 27399, loss_mpn: 0.148986, loss_rec: 0.073067, loss_semantic: 0.974994, loss_idmrf: 14.470200, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:17:56,942 - INFO - [Train] step: 27499, loss_mpn: 0.129599, loss_rec: 0.091575, loss_semantic: 0.972425, loss_idmrf: 13.531954, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:18:29,620 - INFO - [Train] step: 27599, loss_mpn: 0.124080, loss_rec: 0.065159, loss_semantic: 0.828899, loss_idmrf: 13.647564, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:19:02,125 - INFO - [Train] step: 27699, loss_mpn: 0.066896, loss_rec: 0.054189, loss_semantic: 0.742091, loss_idmrf: 9.419907, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:19:34,656 - INFO - [Train] step: 27799, loss_mpn: 0.157684, loss_rec: 0.074335, loss_semantic: 0.894255, loss_idmrf: 12.681910, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:20:07,187 - INFO - [Train] step: 27899, loss_mpn: 0.107871, loss_rec: 0.099378, loss_semantic: 1.087438, loss_idmrf: 13.958530, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:20:39,709 - INFO - [Train] step: 27999, loss_mpn: 0.203185, loss_rec: 0.104924, loss_semantic: 1.097111, loss_idmrf: 12.117634, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:21:20,365 - INFO - [Eval] step: 27999, bce: 0.378576, psnr: 23.669044, ssim: 0.793512, lpips: 0.210227
+2023-03-23 14:21:55,483 - INFO - [Train] step: 28099, loss_mpn: 0.138200, loss_rec: 0.055307, loss_semantic: 0.824921, loss_idmrf: 9.919908, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:22:27,953 - INFO - [Train] step: 28199, loss_mpn: 0.093020, loss_rec: 0.106199, loss_semantic: 1.117299, loss_idmrf: 10.725595, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:23:00,650 - INFO - [Train] step: 28299, loss_mpn: 0.133471, loss_rec: 0.060703, loss_semantic: 0.810509, loss_idmrf: 12.177460, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:23:33,284 - INFO - [Train] step: 28399, loss_mpn: 0.211540, loss_rec: 0.067545, loss_semantic: 0.809472, loss_idmrf: 15.107637, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:24:05,914 - INFO - [Train] step: 28499, loss_mpn: 0.257603, loss_rec: 0.133342, loss_semantic: 1.234569, loss_idmrf: 14.364821, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:24:38,622 - INFO - [Train] step: 28599, loss_mpn: 0.107291, loss_rec: 0.082626, loss_semantic: 0.884865, loss_idmrf: 12.496663, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:25:11,248 - INFO - [Train] step: 28699, loss_mpn: 0.109139, loss_rec: 0.077027, loss_semantic: 0.904291, loss_idmrf: 9.171124, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:25:43,937 - INFO - [Train] step: 28799, loss_mpn: 0.158723, loss_rec: 0.068659, loss_semantic: 0.787479, loss_idmrf: 9.860721, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:26:16,593 - INFO - [Train] step: 28899, loss_mpn: 0.174626, loss_rec: 0.088349, loss_semantic: 0.978997, loss_idmrf: 9.438701, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:26:49,273 - INFO - [Train] step: 28999, loss_mpn: 0.262579, loss_rec: 0.089685, loss_semantic: 0.955138, loss_idmrf: 12.655588, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:27:29,706 - INFO - [Eval] step: 28999, bce: 0.395881, psnr: 23.648127, ssim: 0.794593, lpips: 0.211071
+2023-03-23 14:28:04,957 - INFO - [Train] step: 29099, loss_mpn: 0.207397, loss_rec: 0.102446, loss_semantic: 0.904768, loss_idmrf: 11.415073, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:28:37,626 - INFO - [Train] step: 29199, loss_mpn: 0.121954, loss_rec: 0.067879, loss_semantic: 0.843599, loss_idmrf: 8.490129, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:29:10,325 - INFO - [Train] step: 29299, loss_mpn: 0.160607, loss_rec: 0.102904, loss_semantic: 1.122794, loss_idmrf: 12.838164, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:29:42,973 - INFO - [Train] step: 29399, loss_mpn: 0.120133, loss_rec: 0.051433, loss_semantic: 0.809810, loss_idmrf: 10.597754, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:30:15,615 - INFO - [Train] step: 29499, loss_mpn: 0.130700, loss_rec: 0.093195, loss_semantic: 0.925642, loss_idmrf: 12.225199, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:30:48,310 - INFO - [Train] step: 29599, loss_mpn: 0.312296, loss_rec: 0.087778, loss_semantic: 0.992839, loss_idmrf: 17.597170, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:31:20,933 - INFO - [Train] step: 29699, loss_mpn: 0.151007, loss_rec: 0.080458, loss_semantic: 0.776154, loss_idmrf: 13.976229, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:31:53,564 - INFO - [Train] step: 29799, loss_mpn: 0.174044, loss_rec: 0.115348, loss_semantic: 1.163823, loss_idmrf: 16.619059, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:32:26,231 - INFO - [Train] step: 29899, loss_mpn: 0.197123, loss_rec: 0.084278, loss_semantic: 0.942264, loss_idmrf: 12.618735, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:32:58,825 - INFO - [Train] step: 29999, loss_mpn: 0.115236, loss_rec: 0.074358, loss_semantic: 0.823608, loss_idmrf: 10.732494, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:33:39,316 - INFO - [Eval] step: 29999, bce: 0.383419, psnr: 23.387072, ssim: 0.793848, lpips: 0.210036
+2023-03-23 14:34:14,584 - INFO - [Train] step: 30099, loss_mpn: 0.353159, loss_rec: 0.147199, loss_semantic: 1.244481, loss_idmrf: 14.900674, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:34:47,093 - INFO - [Train] step: 30199, loss_mpn: 0.086658, loss_rec: 0.053853, loss_semantic: 0.765019, loss_idmrf: 8.960307, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:35:19,652 - INFO - [Train] step: 30299, loss_mpn: 0.227126, loss_rec: 0.082703, loss_semantic: 0.939621, loss_idmrf: 11.784263, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:35:52,245 - INFO - [Train] step: 30399, loss_mpn: 0.131534, loss_rec: 0.046015, loss_semantic: 0.764572, loss_idmrf: 9.314100, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:36:24,913 - INFO - [Train] step: 30499, loss_mpn: 0.226261, loss_rec: 0.089589, loss_semantic: 0.949979, loss_idmrf: 11.131823, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:36:57,616 - INFO - [Train] step: 30599, loss_mpn: 0.121839, loss_rec: 0.080217, loss_semantic: 0.683963, loss_idmrf: 15.919757, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:37:30,286 - INFO - [Train] step: 30699, loss_mpn: 0.094431, loss_rec: 0.057697, loss_semantic: 0.821233, loss_idmrf: 9.558013, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:38:02,836 - INFO - [Train] step: 30799, loss_mpn: 0.184965, loss_rec: 0.079879, loss_semantic: 0.887291, loss_idmrf: 17.158867, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:38:35,498 - INFO - [Train] step: 30899, loss_mpn: 0.114747, loss_rec: 0.090721, loss_semantic: 1.049873, loss_idmrf: 10.042191, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:39:08,102 - INFO - [Train] step: 30999, loss_mpn: 0.121813, loss_rec: 0.070824, loss_semantic: 0.905883, loss_idmrf: 8.662715, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:39:49,084 - INFO - [Eval] step: 30999, bce: 0.357748, psnr: 23.293386, ssim: 0.794761, lpips: 0.208184
+2023-03-23 14:40:24,360 - INFO - [Train] step: 31099, loss_mpn: 0.212780, loss_rec: 0.122403, loss_semantic: 1.035764, loss_idmrf: 16.556709, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:40:56,890 - INFO - [Train] step: 31199, loss_mpn: 0.177120, loss_rec: 0.105076, loss_semantic: 1.148877, loss_idmrf: 11.738515, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:41:29,500 - INFO - [Train] step: 31299, loss_mpn: 0.180212, loss_rec: 0.078208, loss_semantic: 1.056434, loss_idmrf: 10.948021, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:42:02,085 - INFO - [Train] step: 31399, loss_mpn: 0.117089, loss_rec: 0.068533, loss_semantic: 0.907031, loss_idmrf: 9.275490, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:42:34,744 - INFO - [Train] step: 31499, loss_mpn: 0.093855, loss_rec: 0.070461, loss_semantic: 0.855365, loss_idmrf: 10.765112, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:43:07,353 - INFO - [Train] step: 31599, loss_mpn: 0.156777, loss_rec: 0.124114, loss_semantic: 1.185489, loss_idmrf: 12.407929, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:43:40,080 - INFO - [Train] step: 31699, loss_mpn: 0.134307, loss_rec: 0.084711, loss_semantic: 0.876355, loss_idmrf: 14.455694, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:44:12,725 - INFO - [Train] step: 31799, loss_mpn: 0.054880, loss_rec: 0.072253, loss_semantic: 0.890576, loss_idmrf: 10.450998, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:44:45,316 - INFO - [Train] step: 31899, loss_mpn: 0.160841, loss_rec: 0.080644, loss_semantic: 0.953342, loss_idmrf: 8.658091, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:45:17,839 - INFO - [Train] step: 31999, loss_mpn: 0.111171, loss_rec: 0.122932, loss_semantic: 1.148399, loss_idmrf: 13.416203, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:45:58,308 - INFO - [Eval] step: 31999, bce: 0.376966, psnr: 23.556759, ssim: 0.795774, lpips: 0.204588
+2023-03-23 14:46:33,352 - INFO - [Train] step: 32099, loss_mpn: 0.251248, loss_rec: 0.092021, loss_semantic: 1.010787, loss_idmrf: 18.882885, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:47:05,773 - INFO - [Train] step: 32199, loss_mpn: 0.155595, loss_rec: 0.099048, loss_semantic: 1.047728, loss_idmrf: 12.424604, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:47:38,333 - INFO - [Train] step: 32299, loss_mpn: 0.090368, loss_rec: 0.054011, loss_semantic: 0.717154, loss_idmrf: 9.379368, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:48:10,887 - INFO - [Train] step: 32399, loss_mpn: 0.091732, loss_rec: 0.065737, loss_semantic: 0.847334, loss_idmrf: 7.107439, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:48:43,481 - INFO - [Train] step: 32499, loss_mpn: 0.099525, loss_rec: 0.085285, loss_semantic: 0.896368, loss_idmrf: 14.346125, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:49:15,989 - INFO - [Train] step: 32599, loss_mpn: 0.110801, loss_rec: 0.095472, loss_semantic: 0.980735, loss_idmrf: 14.109526, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:49:48,584 - INFO - [Train] step: 32699, loss_mpn: 0.095685, loss_rec: 0.061286, loss_semantic: 0.767327, loss_idmrf: 10.307692, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:50:21,107 - INFO - [Train] step: 32799, loss_mpn: 0.111014, loss_rec: 0.049938, loss_semantic: 0.693931, loss_idmrf: 10.126406, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:50:53,667 - INFO - [Train] step: 32899, loss_mpn: 0.134335, loss_rec: 0.077730, loss_semantic: 0.766602, loss_idmrf: 9.794557, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:51:26,167 - INFO - [Train] step: 32999, loss_mpn: 0.251716, loss_rec: 0.127309, loss_semantic: 1.079815, loss_idmrf: 14.967710, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:52:06,624 - INFO - [Eval] step: 32999, bce: 0.359841, psnr: 23.633759, ssim: 0.794898, lpips: 0.209393
+2023-03-23 14:52:41,648 - INFO - [Train] step: 33099, loss_mpn: 0.147860, loss_rec: 0.068359, loss_semantic: 0.891760, loss_idmrf: 7.132122, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:53:14,068 - INFO - [Train] step: 33199, loss_mpn: 0.224070, loss_rec: 0.086476, loss_semantic: 0.958522, loss_idmrf: 15.706318, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:53:46,541 - INFO - [Train] step: 33299, loss_mpn: 0.064474, loss_rec: 0.061273, loss_semantic: 0.747858, loss_idmrf: 11.562778, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:54:18,986 - INFO - [Train] step: 33399, loss_mpn: 0.091662, loss_rec: 0.052482, loss_semantic: 0.779096, loss_idmrf: 6.831247, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:54:51,394 - INFO - [Train] step: 33499, loss_mpn: 0.223915, loss_rec: 0.124606, loss_semantic: 1.093563, loss_idmrf: 8.918814, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:55:23,827 - INFO - [Train] step: 33599, loss_mpn: 0.151986, loss_rec: 0.070266, loss_semantic: 0.970879, loss_idmrf: 12.665738, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:55:56,331 - INFO - [Train] step: 33699, loss_mpn: 0.099023, loss_rec: 0.080426, loss_semantic: 0.917005, loss_idmrf: 11.053331, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:56:28,818 - INFO - [Train] step: 33799, loss_mpn: 0.230101, loss_rec: 0.110627, loss_semantic: 1.184064, loss_idmrf: 13.575051, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:57:01,351 - INFO - [Train] step: 33899, loss_mpn: 0.064641, loss_rec: 0.043855, loss_semantic: 0.634580, loss_idmrf: 4.582860, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:57:33,762 - INFO - [Train] step: 33999, loss_mpn: 0.088537, loss_rec: 0.072467, loss_semantic: 0.917243, loss_idmrf: 8.747007, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:58:14,560 - INFO - [Eval] step: 33999, bce: 0.371884, psnr: 23.702820, ssim: 0.799003, lpips: 0.204151
+2023-03-23 14:58:49,532 - INFO - [Train] step: 34099, loss_mpn: 0.159959, loss_rec: 0.074788, loss_semantic: 1.011706, loss_idmrf: 12.920233, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:59:22,008 - INFO - [Train] step: 34199, loss_mpn: 0.060989, loss_rec: 0.085040, loss_semantic: 1.009152, loss_idmrf: 10.984441, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 14:59:54,506 - INFO - [Train] step: 34299, loss_mpn: 0.203144, loss_rec: 0.094820, loss_semantic: 1.109402, loss_idmrf: 11.111979, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:00:26,978 - INFO - [Train] step: 34399, loss_mpn: 0.117592, loss_rec: 0.048972, loss_semantic: 0.653693, loss_idmrf: 7.344904, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:00:59,513 - INFO - [Train] step: 34499, loss_mpn: 0.143134, loss_rec: 0.102769, loss_semantic: 1.161362, loss_idmrf: 11.475718, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:01:31,946 - INFO - [Train] step: 34599, loss_mpn: 0.060612, loss_rec: 0.031903, loss_semantic: 0.528647, loss_idmrf: 7.679606, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:02:04,488 - INFO - [Train] step: 34699, loss_mpn: 0.142422, loss_rec: 0.087870, loss_semantic: 1.011056, loss_idmrf: 11.528753, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:02:37,148 - INFO - [Train] step: 34799, loss_mpn: 0.143374, loss_rec: 0.120306, loss_semantic: 1.127331, loss_idmrf: 10.766912, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:03:09,702 - INFO - [Train] step: 34899, loss_mpn: 0.072074, loss_rec: 0.062258, loss_semantic: 0.751065, loss_idmrf: 7.968576, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:03:42,211 - INFO - [Train] step: 34999, loss_mpn: 0.112459, loss_rec: 0.079367, loss_semantic: 1.049464, loss_idmrf: 10.361043, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:04:22,748 - INFO - [Eval] step: 34999, bce: 0.352463, psnr: 23.920328, ssim: 0.798464, lpips: 0.204061
+2023-03-23 15:04:57,875 - INFO - [Train] step: 35099, loss_mpn: 0.135599, loss_rec: 0.063804, loss_semantic: 0.821360, loss_idmrf: 8.779457, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:05:30,322 - INFO - [Train] step: 35199, loss_mpn: 0.163841, loss_rec: 0.068067, loss_semantic: 0.911603, loss_idmrf: 11.575508, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:06:02,876 - INFO - [Train] step: 35299, loss_mpn: 0.090937, loss_rec: 0.050985, loss_semantic: 0.756159, loss_idmrf: 8.644100, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:06:35,431 - INFO - [Train] step: 35399, loss_mpn: 0.079784, loss_rec: 0.073462, loss_semantic: 0.843555, loss_idmrf: 10.491499, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:07:07,940 - INFO - [Train] step: 35499, loss_mpn: 0.050753, loss_rec: 0.065511, loss_semantic: 0.734733, loss_idmrf: 8.505642, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:07:40,336 - INFO - [Train] step: 35599, loss_mpn: 0.151449, loss_rec: 0.069758, loss_semantic: 0.786554, loss_idmrf: 11.302492, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:08:12,966 - INFO - [Train] step: 35699, loss_mpn: 0.124000, loss_rec: 0.072781, loss_semantic: 0.827953, loss_idmrf: 10.059340, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:08:45,559 - INFO - [Train] step: 35799, loss_mpn: 0.141623, loss_rec: 0.070439, loss_semantic: 0.862471, loss_idmrf: 10.058940, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:09:18,166 - INFO - [Train] step: 35899, loss_mpn: 0.076020, loss_rec: 0.058558, loss_semantic: 0.778950, loss_idmrf: 8.539679, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:09:50,832 - INFO - [Train] step: 35999, loss_mpn: 0.227373, loss_rec: 0.086109, loss_semantic: 1.036273, loss_idmrf: 10.044838, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:10:31,328 - INFO - [Eval] step: 35999, bce: 0.335054, psnr: 23.849419, ssim: 0.797411, lpips: 0.204378
+2023-03-23 15:11:06,479 - INFO - [Train] step: 36099, loss_mpn: 0.117284, loss_rec: 0.078808, loss_semantic: 0.882901, loss_idmrf: 13.063940, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:11:39,107 - INFO - [Train] step: 36199, loss_mpn: 0.195888, loss_rec: 0.097103, loss_semantic: 0.812058, loss_idmrf: 11.388987, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:12:11,660 - INFO - [Train] step: 36299, loss_mpn: 0.062660, loss_rec: 0.078179, loss_semantic: 0.782732, loss_idmrf: 11.141302, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:12:44,327 - INFO - [Train] step: 36399, loss_mpn: 0.155500, loss_rec: 0.080120, loss_semantic: 0.910450, loss_idmrf: 10.389792, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:13:16,858 - INFO - [Train] step: 36499, loss_mpn: 0.098239, loss_rec: 0.075035, loss_semantic: 0.865792, loss_idmrf: 11.471396, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:13:49,419 - INFO - [Train] step: 36599, loss_mpn: 0.244513, loss_rec: 0.063448, loss_semantic: 0.796988, loss_idmrf: 10.659164, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:14:22,055 - INFO - [Train] step: 36699, loss_mpn: 0.175989, loss_rec: 0.069141, loss_semantic: 0.814226, loss_idmrf: 10.718529, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:14:54,766 - INFO - [Train] step: 36799, loss_mpn: 0.120069, loss_rec: 0.099574, loss_semantic: 1.054673, loss_idmrf: 10.569528, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:15:27,466 - INFO - [Train] step: 36899, loss_mpn: 0.139092, loss_rec: 0.072809, loss_semantic: 0.842223, loss_idmrf: 8.834323, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:16:00,073 - INFO - [Train] step: 36999, loss_mpn: 0.078184, loss_rec: 0.071253, loss_semantic: 0.870704, loss_idmrf: 7.753533, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:16:40,459 - INFO - [Eval] step: 36999, bce: 0.355946, psnr: 23.908142, ssim: 0.803790, lpips: 0.201249
+2023-03-23 15:17:15,542 - INFO - [Train] step: 37099, loss_mpn: 0.133215, loss_rec: 0.109865, loss_semantic: 1.159779, loss_idmrf: 11.608693, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:17:48,077 - INFO - [Train] step: 37199, loss_mpn: 0.077081, loss_rec: 0.058923, loss_semantic: 0.765053, loss_idmrf: 6.807802, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:18:20,689 - INFO - [Train] step: 37299, loss_mpn: 0.148826, loss_rec: 0.092152, loss_semantic: 0.941885, loss_idmrf: 12.060928, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:18:53,275 - INFO - [Train] step: 37399, loss_mpn: 0.145589, loss_rec: 0.065196, loss_semantic: 0.732072, loss_idmrf: 13.387812, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:19:25,935 - INFO - [Train] step: 37499, loss_mpn: 0.159251, loss_rec: 0.086214, loss_semantic: 0.832549, loss_idmrf: 16.261047, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:19:58,567 - INFO - [Train] step: 37599, loss_mpn: 0.060572, loss_rec: 0.066401, loss_semantic: 0.802058, loss_idmrf: 9.264110, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:20:31,186 - INFO - [Train] step: 37699, loss_mpn: 0.279265, loss_rec: 0.132341, loss_semantic: 1.087907, loss_idmrf: 13.147909, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:21:03,836 - INFO - [Train] step: 37799, loss_mpn: 0.107773, loss_rec: 0.066353, loss_semantic: 0.851679, loss_idmrf: 11.512438, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:21:36,487 - INFO - [Train] step: 37899, loss_mpn: 0.155550, loss_rec: 0.094307, loss_semantic: 0.956815, loss_idmrf: 13.553829, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:22:09,023 - INFO - [Train] step: 37999, loss_mpn: 0.096966, loss_rec: 0.073786, loss_semantic: 0.862607, loss_idmrf: 9.769249, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:22:49,490 - INFO - [Eval] step: 37999, bce: 0.312505, psnr: 23.890402, ssim: 0.799766, lpips: 0.200239
+2023-03-23 15:23:24,615 - INFO - [Train] step: 38099, loss_mpn: 0.118004, loss_rec: 0.072835, loss_semantic: 0.838935, loss_idmrf: 12.402374, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:23:57,127 - INFO - [Train] step: 38199, loss_mpn: 0.123703, loss_rec: 0.122864, loss_semantic: 1.154023, loss_idmrf: 14.874712, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:24:29,648 - INFO - [Train] step: 38299, loss_mpn: 0.075880, loss_rec: 0.062190, loss_semantic: 0.693036, loss_idmrf: 8.896403, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:25:02,243 - INFO - [Train] step: 38399, loss_mpn: 0.092850, loss_rec: 0.054224, loss_semantic: 0.654836, loss_idmrf: 7.217735, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:25:34,827 - INFO - [Train] step: 38499, loss_mpn: 0.083709, loss_rec: 0.067964, loss_semantic: 0.929420, loss_idmrf: 9.007639, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:26:07,417 - INFO - [Train] step: 38599, loss_mpn: 0.183632, loss_rec: 0.077162, loss_semantic: 0.975081, loss_idmrf: 11.084807, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:26:40,057 - INFO - [Train] step: 38699, loss_mpn: 0.082787, loss_rec: 0.061328, loss_semantic: 0.823974, loss_idmrf: 7.329148, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:27:12,703 - INFO - [Train] step: 38799, loss_mpn: 0.148919, loss_rec: 0.101492, loss_semantic: 0.978458, loss_idmrf: 14.689830, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:27:45,305 - INFO - [Train] step: 38899, loss_mpn: 0.211949, loss_rec: 0.097862, loss_semantic: 1.018175, loss_idmrf: 14.248089, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:28:17,989 - INFO - [Train] step: 38999, loss_mpn: 0.053432, loss_rec: 0.112401, loss_semantic: 1.014968, loss_idmrf: 12.232170, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:28:58,556 - INFO - [Eval] step: 38999, bce: 0.326855, psnr: 23.895817, ssim: 0.803757, lpips: 0.199459
+2023-03-23 15:29:33,771 - INFO - [Train] step: 39099, loss_mpn: 0.141468, loss_rec: 0.067553, loss_semantic: 0.771464, loss_idmrf: 7.309300, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:30:06,281 - INFO - [Train] step: 39199, loss_mpn: 0.092983, loss_rec: 0.072771, loss_semantic: 0.869455, loss_idmrf: 8.970831, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:30:38,971 - INFO - [Train] step: 39299, loss_mpn: 0.167700, loss_rec: 0.126812, loss_semantic: 1.210963, loss_idmrf: 14.290700, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:31:11,493 - INFO - [Train] step: 39399, loss_mpn: 0.078782, loss_rec: 0.073087, loss_semantic: 0.831947, loss_idmrf: 9.367041, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:31:44,115 - INFO - [Train] step: 39499, loss_mpn: 0.103899, loss_rec: 0.077372, loss_semantic: 0.868766, loss_idmrf: 8.383885, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:32:16,699 - INFO - [Train] step: 39599, loss_mpn: 0.308640, loss_rec: 0.085517, loss_semantic: 0.922041, loss_idmrf: 12.270283, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:32:49,375 - INFO - [Train] step: 39699, loss_mpn: 0.079148, loss_rec: 0.101402, loss_semantic: 0.870397, loss_idmrf: 10.739904, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:33:21,956 - INFO - [Train] step: 39799, loss_mpn: 0.109824, loss_rec: 0.051659, loss_semantic: 0.753472, loss_idmrf: 8.266068, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:33:54,787 - INFO - [Train] step: 39899, loss_mpn: 0.089775, loss_rec: 0.058100, loss_semantic: 0.742765, loss_idmrf: 9.902260, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:34:27,404 - INFO - [Train] step: 39999, loss_mpn: 0.081593, loss_rec: 0.061138, loss_semantic: 0.716496, loss_idmrf: 8.914601, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:35:08,017 - INFO - [Eval] step: 39999, bce: 0.373847, psnr: 23.944891, ssim: 0.805003, lpips: 0.199078
+2023-03-23 15:35:43,337 - INFO - [Train] step: 40099, loss_mpn: 0.109191, loss_rec: 0.083546, loss_semantic: 0.913423, loss_idmrf: 10.499924, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:36:15,952 - INFO - [Train] step: 40199, loss_mpn: 0.132140, loss_rec: 0.070726, loss_semantic: 0.901016, loss_idmrf: 13.072588, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:36:48,611 - INFO - [Train] step: 40299, loss_mpn: 0.144946, loss_rec: 0.093869, loss_semantic: 0.930265, loss_idmrf: 11.465588, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:37:21,298 - INFO - [Train] step: 40399, loss_mpn: 0.222143, loss_rec: 0.104785, loss_semantic: 1.159372, loss_idmrf: 13.789534, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:37:53,982 - INFO - [Train] step: 40499, loss_mpn: 0.092355, loss_rec: 0.054242, loss_semantic: 0.689537, loss_idmrf: 7.932379, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:38:26,515 - INFO - [Train] step: 40599, loss_mpn: 0.207942, loss_rec: 0.101817, loss_semantic: 1.048906, loss_idmrf: 13.560259, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:38:59,164 - INFO - [Train] step: 40699, loss_mpn: 0.136795, loss_rec: 0.087431, loss_semantic: 0.945905, loss_idmrf: 10.919167, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:39:31,694 - INFO - [Train] step: 40799, loss_mpn: 0.067569, loss_rec: 0.064480, loss_semantic: 0.819293, loss_idmrf: 7.071358, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:40:04,362 - INFO - [Train] step: 40899, loss_mpn: 0.057906, loss_rec: 0.042039, loss_semantic: 0.653772, loss_idmrf: 3.950406, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:40:36,951 - INFO - [Train] step: 40999, loss_mpn: 0.145089, loss_rec: 0.072840, loss_semantic: 0.909379, loss_idmrf: 7.932161, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:41:17,449 - INFO - [Eval] step: 40999, bce: 0.308686, psnr: 24.067844, ssim: 0.806320, lpips: 0.198558
+2023-03-23 15:41:52,412 - INFO - [Train] step: 41099, loss_mpn: 0.156827, loss_rec: 0.096799, loss_semantic: 1.048221, loss_idmrf: 11.574182, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:42:24,908 - INFO - [Train] step: 41199, loss_mpn: 0.240155, loss_rec: 0.082587, loss_semantic: 0.839735, loss_idmrf: 9.051581, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:42:57,501 - INFO - [Train] step: 41299, loss_mpn: 0.067358, loss_rec: 0.073824, loss_semantic: 0.830609, loss_idmrf: 11.019572, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:43:29,998 - INFO - [Train] step: 41399, loss_mpn: 0.150094, loss_rec: 0.065576, loss_semantic: 0.851438, loss_idmrf: 8.561451, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:44:02,521 - INFO - [Train] step: 41499, loss_mpn: 0.183501, loss_rec: 0.089626, loss_semantic: 0.968661, loss_idmrf: 13.891650, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:44:35,088 - INFO - [Train] step: 41599, loss_mpn: 0.068702, loss_rec: 0.057753, loss_semantic: 0.822281, loss_idmrf: 5.161365, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:45:07,537 - INFO - [Train] step: 41699, loss_mpn: 0.184281, loss_rec: 0.074521, loss_semantic: 0.881883, loss_idmrf: 10.622648, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:45:40,175 - INFO - [Train] step: 41799, loss_mpn: 0.063395, loss_rec: 0.090372, loss_semantic: 0.810560, loss_idmrf: 12.030567, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:46:12,798 - INFO - [Train] step: 41899, loss_mpn: 0.128673, loss_rec: 0.105176, loss_semantic: 0.963453, loss_idmrf: 13.935031, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:46:45,449 - INFO - [Train] step: 41999, loss_mpn: 0.223777, loss_rec: 0.131437, loss_semantic: 1.109985, loss_idmrf: 15.888836, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:47:25,931 - INFO - [Eval] step: 41999, bce: 0.325028, psnr: 24.202084, ssim: 0.806522, lpips: 0.196625
+2023-03-23 15:48:01,033 - INFO - [Train] step: 42099, loss_mpn: 0.146580, loss_rec: 0.113559, loss_semantic: 1.045599, loss_idmrf: 12.349859, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:48:33,624 - INFO - [Train] step: 42199, loss_mpn: 0.078454, loss_rec: 0.053268, loss_semantic: 0.725584, loss_idmrf: 9.685741, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:49:06,232 - INFO - [Train] step: 42299, loss_mpn: 0.128879, loss_rec: 0.087378, loss_semantic: 1.108444, loss_idmrf: 10.566462, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:49:38,805 - INFO - [Train] step: 42399, loss_mpn: 0.097056, loss_rec: 0.112390, loss_semantic: 1.039907, loss_idmrf: 14.857552, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:50:11,391 - INFO - [Train] step: 42499, loss_mpn: 0.044783, loss_rec: 0.066769, loss_semantic: 0.769705, loss_idmrf: 9.380354, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:50:44,050 - INFO - [Train] step: 42599, loss_mpn: 0.154680, loss_rec: 0.071739, loss_semantic: 0.954454, loss_idmrf: 12.924707, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:51:16,655 - INFO - [Train] step: 42699, loss_mpn: 0.075366, loss_rec: 0.047392, loss_semantic: 0.715573, loss_idmrf: 9.517649, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:51:49,342 - INFO - [Train] step: 42799, loss_mpn: 0.163103, loss_rec: 0.091289, loss_semantic: 0.996071, loss_idmrf: 11.966093, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:52:22,007 - INFO - [Train] step: 42899, loss_mpn: 0.118811, loss_rec: 0.053708, loss_semantic: 0.728980, loss_idmrf: 8.538967, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:52:54,747 - INFO - [Train] step: 42999, loss_mpn: 0.080634, loss_rec: 0.085565, loss_semantic: 0.786598, loss_idmrf: 9.605192, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:53:35,281 - INFO - [Eval] step: 42999, bce: 0.322215, psnr: 24.128527, ssim: 0.808967, lpips: 0.197405
+2023-03-23 15:54:10,480 - INFO - [Train] step: 43099, loss_mpn: 0.115488, loss_rec: 0.093671, loss_semantic: 0.947676, loss_idmrf: 11.208859, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:54:43,091 - INFO - [Train] step: 43199, loss_mpn: 0.083158, loss_rec: 0.082271, loss_semantic: 0.872109, loss_idmrf: 8.020224, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:55:15,725 - INFO - [Train] step: 43299, loss_mpn: 0.061967, loss_rec: 0.065199, loss_semantic: 0.621700, loss_idmrf: 7.832281, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:55:48,364 - INFO - [Train] step: 43399, loss_mpn: 0.066471, loss_rec: 0.069161, loss_semantic: 0.802083, loss_idmrf: 8.067255, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:56:21,087 - INFO - [Train] step: 43499, loss_mpn: 0.112597, loss_rec: 0.062696, loss_semantic: 0.801373, loss_idmrf: 9.572865, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:56:53,843 - INFO - [Train] step: 43599, loss_mpn: 0.106647, loss_rec: 0.077669, loss_semantic: 0.926036, loss_idmrf: 9.362005, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:57:26,508 - INFO - [Train] step: 43699, loss_mpn: 0.076862, loss_rec: 0.074304, loss_semantic: 0.807481, loss_idmrf: 9.530740, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:57:59,207 - INFO - [Train] step: 43799, loss_mpn: 0.128955, loss_rec: 0.076861, loss_semantic: 0.907708, loss_idmrf: 10.100340, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:58:31,875 - INFO - [Train] step: 43899, loss_mpn: 0.143525, loss_rec: 0.114498, loss_semantic: 1.143076, loss_idmrf: 12.499189, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:59:04,640 - INFO - [Train] step: 43999, loss_mpn: 0.105907, loss_rec: 0.060050, loss_semantic: 0.827782, loss_idmrf: 9.730428, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 15:59:45,164 - INFO - [Eval] step: 43999, bce: 0.282903, psnr: 24.092113, ssim: 0.806409, lpips: 0.195041
+2023-03-23 16:00:20,221 - INFO - [Train] step: 44099, loss_mpn: 0.179512, loss_rec: 0.121539, loss_semantic: 1.099232, loss_idmrf: 12.341576, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:00:52,748 - INFO - [Train] step: 44199, loss_mpn: 0.143338, loss_rec: 0.081151, loss_semantic: 0.863484, loss_idmrf: 14.145432, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:01:25,407 - INFO - [Train] step: 44299, loss_mpn: 0.078221, loss_rec: 0.048375, loss_semantic: 0.725484, loss_idmrf: 7.282452, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:01:58,048 - INFO - [Train] step: 44399, loss_mpn: 0.080135, loss_rec: 0.099383, loss_semantic: 0.918783, loss_idmrf: 10.324791, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:02:30,658 - INFO - [Train] step: 44499, loss_mpn: 0.086710, loss_rec: 0.102873, loss_semantic: 0.928955, loss_idmrf: 11.157941, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:03:03,307 - INFO - [Train] step: 44599, loss_mpn: 0.105612, loss_rec: 0.101153, loss_semantic: 0.997180, loss_idmrf: 10.440305, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:03:36,066 - INFO - [Train] step: 44699, loss_mpn: 0.149212, loss_rec: 0.087627, loss_semantic: 0.892415, loss_idmrf: 10.710457, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:04:08,719 - INFO - [Train] step: 44799, loss_mpn: 0.073448, loss_rec: 0.083017, loss_semantic: 0.922227, loss_idmrf: 11.104239, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:04:41,337 - INFO - [Train] step: 44899, loss_mpn: 0.141512, loss_rec: 0.080849, loss_semantic: 0.923935, loss_idmrf: 8.142096, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:05:14,001 - INFO - [Train] step: 44999, loss_mpn: 0.054524, loss_rec: 0.052209, loss_semantic: 0.719460, loss_idmrf: 7.685835, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:05:54,736 - INFO - [Eval] step: 44999, bce: 0.277276, psnr: 24.153795, ssim: 0.811772, lpips: 0.192998
+2023-03-23 16:06:29,976 - INFO - [Train] step: 45099, loss_mpn: 0.090110, loss_rec: 0.067418, loss_semantic: 0.849098, loss_idmrf: 10.189812, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:07:02,520 - INFO - [Train] step: 45199, loss_mpn: 0.073201, loss_rec: 0.072847, loss_semantic: 0.853914, loss_idmrf: 7.167490, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:07:35,134 - INFO - [Train] step: 45299, loss_mpn: 0.068297, loss_rec: 0.044259, loss_semantic: 0.642112, loss_idmrf: 7.619413, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:08:07,764 - INFO - [Train] step: 45399, loss_mpn: 0.106146, loss_rec: 0.081020, loss_semantic: 0.926021, loss_idmrf: 10.095551, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:08:40,526 - INFO - [Train] step: 45499, loss_mpn: 0.120938, loss_rec: 0.092103, loss_semantic: 1.049382, loss_idmrf: 12.667471, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:09:13,248 - INFO - [Train] step: 45599, loss_mpn: 0.078010, loss_rec: 0.083367, loss_semantic: 0.895442, loss_idmrf: 10.120986, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:09:45,860 - INFO - [Train] step: 45699, loss_mpn: 0.056504, loss_rec: 0.036426, loss_semantic: 0.558930, loss_idmrf: 5.234845, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:10:18,542 - INFO - [Train] step: 45799, loss_mpn: 0.122475, loss_rec: 0.084409, loss_semantic: 0.929574, loss_idmrf: 13.472108, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:10:51,182 - INFO - [Train] step: 45899, loss_mpn: 0.058855, loss_rec: 0.128347, loss_semantic: 1.165883, loss_idmrf: 15.057407, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:11:23,893 - INFO - [Train] step: 45999, loss_mpn: 0.089942, loss_rec: 0.061822, loss_semantic: 0.697009, loss_idmrf: 6.796288, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:12:04,766 - INFO - [Eval] step: 45999, bce: 0.280017, psnr: 24.181774, ssim: 0.808603, lpips: 0.192132
+2023-03-23 16:12:39,875 - INFO - [Train] step: 46099, loss_mpn: 0.076745, loss_rec: 0.061949, loss_semantic: 0.687623, loss_idmrf: 10.966433, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:13:12,409 - INFO - [Train] step: 46199, loss_mpn: 0.091477, loss_rec: 0.072234, loss_semantic: 0.812620, loss_idmrf: 7.770568, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:13:45,109 - INFO - [Train] step: 46299, loss_mpn: 0.062979, loss_rec: 0.063506, loss_semantic: 0.834525, loss_idmrf: 6.862046, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:14:17,743 - INFO - [Train] step: 46399, loss_mpn: 0.130113, loss_rec: 0.061548, loss_semantic: 0.843365, loss_idmrf: 8.387762, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:14:50,396 - INFO - [Train] step: 46499, loss_mpn: 0.100497, loss_rec: 0.069337, loss_semantic: 0.799756, loss_idmrf: 7.654808, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:15:23,112 - INFO - [Train] step: 46599, loss_mpn: 0.106816, loss_rec: 0.066526, loss_semantic: 0.824682, loss_idmrf: 5.891455, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:15:55,736 - INFO - [Train] step: 46699, loss_mpn: 0.126861, loss_rec: 0.073340, loss_semantic: 0.866195, loss_idmrf: 10.391449, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:16:28,310 - INFO - [Train] step: 46799, loss_mpn: 0.042659, loss_rec: 0.054537, loss_semantic: 0.693979, loss_idmrf: 6.040084, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:17:00,940 - INFO - [Train] step: 46899, loss_mpn: 0.052741, loss_rec: 0.072464, loss_semantic: 0.820252, loss_idmrf: 9.191185, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:17:33,535 - INFO - [Train] step: 46999, loss_mpn: 0.078314, loss_rec: 0.071497, loss_semantic: 0.893473, loss_idmrf: 10.573399, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:18:14,387 - INFO - [Eval] step: 46999, bce: 0.267151, psnr: 24.312561, ssim: 0.811977, lpips: 0.192012
+2023-03-23 16:18:49,751 - INFO - [Train] step: 47099, loss_mpn: 0.072880, loss_rec: 0.039031, loss_semantic: 0.597353, loss_idmrf: 10.286623, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:19:22,301 - INFO - [Train] step: 47199, loss_mpn: 0.099664, loss_rec: 0.053684, loss_semantic: 0.730828, loss_idmrf: 7.141657, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:19:54,951 - INFO - [Train] step: 47299, loss_mpn: 0.115372, loss_rec: 0.080320, loss_semantic: 0.808113, loss_idmrf: 14.064651, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:20:27,651 - INFO - [Train] step: 47399, loss_mpn: 0.096134, loss_rec: 0.076598, loss_semantic: 0.978519, loss_idmrf: 7.449171, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:21:00,343 - INFO - [Train] step: 47499, loss_mpn: 0.105941, loss_rec: 0.074696, loss_semantic: 0.711121, loss_idmrf: 13.349656, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:21:32,980 - INFO - [Train] step: 47599, loss_mpn: 0.115352, loss_rec: 0.105218, loss_semantic: 1.006631, loss_idmrf: 11.851107, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:22:05,564 - INFO - [Train] step: 47699, loss_mpn: 0.067771, loss_rec: 0.048476, loss_semantic: 0.664829, loss_idmrf: 4.051248, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:22:38,155 - INFO - [Train] step: 47799, loss_mpn: 0.139050, loss_rec: 0.095718, loss_semantic: 1.010549, loss_idmrf: 10.593754, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:23:10,753 - INFO - [Train] step: 47899, loss_mpn: 0.083050, loss_rec: 0.049702, loss_semantic: 0.659268, loss_idmrf: 7.806255, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:23:43,266 - INFO - [Train] step: 47999, loss_mpn: 0.091872, loss_rec: 0.056493, loss_semantic: 0.749649, loss_idmrf: 9.137535, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:24:24,203 - INFO - [Eval] step: 47999, bce: 0.302280, psnr: 24.124361, ssim: 0.813022, lpips: 0.191940
+2023-03-23 16:24:59,305 - INFO - [Train] step: 48099, loss_mpn: 0.067361, loss_rec: 0.082631, loss_semantic: 0.967681, loss_idmrf: 9.800363, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:25:31,825 - INFO - [Train] step: 48199, loss_mpn: 0.050160, loss_rec: 0.061444, loss_semantic: 0.759022, loss_idmrf: 13.401029, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:26:04,443 - INFO - [Train] step: 48299, loss_mpn: 0.115821, loss_rec: 0.085746, loss_semantic: 0.923451, loss_idmrf: 13.400348, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:26:37,057 - INFO - [Train] step: 48399, loss_mpn: 0.050348, loss_rec: 0.040863, loss_semantic: 0.566739, loss_idmrf: 3.023606, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:27:09,694 - INFO - [Train] step: 48499, loss_mpn: 0.079624, loss_rec: 0.055452, loss_semantic: 0.701406, loss_idmrf: 7.339131, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:27:42,227 - INFO - [Train] step: 48599, loss_mpn: 0.161658, loss_rec: 0.071078, loss_semantic: 0.977921, loss_idmrf: 10.193300, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:28:14,764 - INFO - [Train] step: 48699, loss_mpn: 0.074947, loss_rec: 0.056362, loss_semantic: 0.687405, loss_idmrf: 9.465329, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:28:47,330 - INFO - [Train] step: 48799, loss_mpn: 0.095649, loss_rec: 0.085300, loss_semantic: 0.963478, loss_idmrf: 11.187071, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:29:19,956 - INFO - [Train] step: 48899, loss_mpn: 0.073396, loss_rec: 0.082753, loss_semantic: 0.804954, loss_idmrf: 8.989636, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:29:52,573 - INFO - [Train] step: 48999, loss_mpn: 0.110804, loss_rec: 0.128384, loss_semantic: 1.205575, loss_idmrf: 14.635675, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:30:33,157 - INFO - [Eval] step: 48999, bce: 0.273387, psnr: 24.319311, ssim: 0.814824, lpips: 0.188396
+2023-03-23 16:31:08,358 - INFO - [Train] step: 49099, loss_mpn: 0.034127, loss_rec: 0.069046, loss_semantic: 0.917102, loss_idmrf: 10.575827, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:31:40,844 - INFO - [Train] step: 49199, loss_mpn: 0.097798, loss_rec: 0.055363, loss_semantic: 0.720249, loss_idmrf: 9.340147, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:32:13,381 - INFO - [Train] step: 49299, loss_mpn: 0.066460, loss_rec: 0.064607, loss_semantic: 0.816746, loss_idmrf: 9.388860, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:32:45,954 - INFO - [Train] step: 49399, loss_mpn: 0.068683, loss_rec: 0.053718, loss_semantic: 0.651517, loss_idmrf: 7.210105, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:33:18,506 - INFO - [Train] step: 49499, loss_mpn: 0.078984, loss_rec: 0.067635, loss_semantic: 0.770887, loss_idmrf: 8.081034, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:33:51,002 - INFO - [Train] step: 49599, loss_mpn: 0.133890, loss_rec: 0.086441, loss_semantic: 0.980024, loss_idmrf: 11.232191, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:34:23,588 - INFO - [Train] step: 49699, loss_mpn: 0.176204, loss_rec: 0.090925, loss_semantic: 0.851169, loss_idmrf: 13.292997, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:34:56,116 - INFO - [Train] step: 49799, loss_mpn: 0.082718, loss_rec: 0.051081, loss_semantic: 0.694537, loss_idmrf: 6.087627, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:35:28,752 - INFO - [Train] step: 49899, loss_mpn: 0.101271, loss_rec: 0.054481, loss_semantic: 0.624117, loss_idmrf: 6.566419, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:36:01,407 - INFO - [Train] step: 49999, loss_mpn: 0.192909, loss_rec: 0.117182, loss_semantic: 0.981879, loss_idmrf: 12.838202, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:36:41,890 - INFO - [Eval] step: 49999, bce: 0.280545, psnr: 24.254795, ssim: 0.814846, lpips: 0.189908
+2023-03-23 16:37:17,245 - INFO - [Train] step: 50099, loss_mpn: 0.100434, loss_rec: 0.053811, loss_semantic: 0.729129, loss_idmrf: 8.023761, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:37:49,746 - INFO - [Train] step: 50199, loss_mpn: 0.115085, loss_rec: 0.096912, loss_semantic: 1.084750, loss_idmrf: 9.405268, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:38:22,332 - INFO - [Train] step: 50299, loss_mpn: 0.119182, loss_rec: 0.069000, loss_semantic: 0.930522, loss_idmrf: 11.244537, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:38:54,918 - INFO - [Train] step: 50399, loss_mpn: 0.107207, loss_rec: 0.080424, loss_semantic: 0.853337, loss_idmrf: 8.638883, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:39:27,557 - INFO - [Train] step: 50499, loss_mpn: 0.067586, loss_rec: 0.083238, loss_semantic: 0.916625, loss_idmrf: 8.277752, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:40:00,101 - INFO - [Train] step: 50599, loss_mpn: 0.045244, loss_rec: 0.077536, loss_semantic: 0.848000, loss_idmrf: 12.988658, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:40:32,814 - INFO - [Train] step: 50699, loss_mpn: 0.106274, loss_rec: 0.065129, loss_semantic: 0.784329, loss_idmrf: 9.483678, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:41:05,457 - INFO - [Train] step: 50799, loss_mpn: 0.091501, loss_rec: 0.066721, loss_semantic: 0.837466, loss_idmrf: 7.061054, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:41:38,126 - INFO - [Train] step: 50899, loss_mpn: 0.108136, loss_rec: 0.068578, loss_semantic: 0.861970, loss_idmrf: 7.563704, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:42:10,751 - INFO - [Train] step: 50999, loss_mpn: 0.131127, loss_rec: 0.081680, loss_semantic: 0.898623, loss_idmrf: 9.692575, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:42:51,329 - INFO - [Eval] step: 50999, bce: 0.247107, psnr: 24.381664, ssim: 0.815669, lpips: 0.188842
+2023-03-23 16:43:26,601 - INFO - [Train] step: 51099, loss_mpn: 0.161473, loss_rec: 0.072659, loss_semantic: 0.772853, loss_idmrf: 8.113499, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:43:59,190 - INFO - [Train] step: 51199, loss_mpn: 0.077159, loss_rec: 0.060964, loss_semantic: 0.831573, loss_idmrf: 8.287191, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:44:31,799 - INFO - [Train] step: 51299, loss_mpn: 0.059961, loss_rec: 0.077307, loss_semantic: 0.814028, loss_idmrf: 9.709507, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:45:04,444 - INFO - [Train] step: 51399, loss_mpn: 0.073581, loss_rec: 0.060818, loss_semantic: 0.779931, loss_idmrf: 7.379508, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:45:37,086 - INFO - [Train] step: 51499, loss_mpn: 0.075671, loss_rec: 0.049637, loss_semantic: 0.664975, loss_idmrf: 5.953937, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:46:09,751 - INFO - [Train] step: 51599, loss_mpn: 0.137676, loss_rec: 0.051132, loss_semantic: 0.672790, loss_idmrf: 12.051855, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:46:42,282 - INFO - [Train] step: 51699, loss_mpn: 0.089769, loss_rec: 0.074227, loss_semantic: 0.920592, loss_idmrf: 9.651235, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:47:15,003 - INFO - [Train] step: 51799, loss_mpn: 0.045569, loss_rec: 0.057308, loss_semantic: 0.701101, loss_idmrf: 10.915794, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:47:47,692 - INFO - [Train] step: 51899, loss_mpn: 0.074603, loss_rec: 0.076050, loss_semantic: 0.732152, loss_idmrf: 8.992788, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:48:20,368 - INFO - [Train] step: 51999, loss_mpn: 0.087333, loss_rec: 0.051816, loss_semantic: 0.720828, loss_idmrf: 7.720744, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:49:01,037 - INFO - [Eval] step: 51999, bce: 0.245368, psnr: 24.313148, ssim: 0.813796, lpips: 0.187518
+2023-03-23 16:49:36,162 - INFO - [Train] step: 52099, loss_mpn: 0.061441, loss_rec: 0.085574, loss_semantic: 0.835319, loss_idmrf: 12.555040, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:50:08,737 - INFO - [Train] step: 52199, loss_mpn: 0.064467, loss_rec: 0.106002, loss_semantic: 1.119995, loss_idmrf: 12.490894, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:50:41,303 - INFO - [Train] step: 52299, loss_mpn: 0.095609, loss_rec: 0.082328, loss_semantic: 0.830167, loss_idmrf: 7.289834, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:51:13,882 - INFO - [Train] step: 52399, loss_mpn: 0.092584, loss_rec: 0.088629, loss_semantic: 0.875186, loss_idmrf: 11.207998, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:51:46,454 - INFO - [Train] step: 52499, loss_mpn: 0.178331, loss_rec: 0.098343, loss_semantic: 1.030326, loss_idmrf: 10.552168, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:52:19,123 - INFO - [Train] step: 52599, loss_mpn: 0.072146, loss_rec: 0.080006, loss_semantic: 0.813058, loss_idmrf: 7.708257, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:52:51,697 - INFO - [Train] step: 52699, loss_mpn: 0.049098, loss_rec: 0.059012, loss_semantic: 0.720807, loss_idmrf: 8.529306, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:53:24,415 - INFO - [Train] step: 52799, loss_mpn: 0.054490, loss_rec: 0.055627, loss_semantic: 0.751587, loss_idmrf: 7.173706, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:53:57,101 - INFO - [Train] step: 52899, loss_mpn: 0.109345, loss_rec: 0.067818, loss_semantic: 0.891201, loss_idmrf: 7.829070, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:54:29,757 - INFO - [Train] step: 52999, loss_mpn: 0.051731, loss_rec: 0.061662, loss_semantic: 0.686104, loss_idmrf: 8.358299, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:55:10,371 - INFO - [Eval] step: 52999, bce: 0.265125, psnr: 24.379110, ssim: 0.817561, lpips: 0.187185
+2023-03-23 16:55:45,446 - INFO - [Train] step: 53099, loss_mpn: 0.083229, loss_rec: 0.055165, loss_semantic: 0.673215, loss_idmrf: 8.393054, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:56:17,988 - INFO - [Train] step: 53199, loss_mpn: 0.055490, loss_rec: 0.115273, loss_semantic: 1.064589, loss_idmrf: 18.235157, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:56:50,550 - INFO - [Train] step: 53299, loss_mpn: 0.093783, loss_rec: 0.080947, loss_semantic: 0.807217, loss_idmrf: 10.739208, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:57:23,147 - INFO - [Train] step: 53399, loss_mpn: 0.064525, loss_rec: 0.066998, loss_semantic: 0.706907, loss_idmrf: 13.476091, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:57:55,694 - INFO - [Train] step: 53499, loss_mpn: 0.077168, loss_rec: 0.053155, loss_semantic: 0.755752, loss_idmrf: 8.235727, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:58:28,182 - INFO - [Train] step: 53599, loss_mpn: 0.102626, loss_rec: 0.116705, loss_semantic: 1.018345, loss_idmrf: 11.873768, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:59:00,652 - INFO - [Train] step: 53699, loss_mpn: 0.098317, loss_rec: 0.063736, loss_semantic: 0.869355, loss_idmrf: 6.743210, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 16:59:33,167 - INFO - [Train] step: 53799, loss_mpn: 0.053959, loss_rec: 0.076028, loss_semantic: 0.845237, loss_idmrf: 8.576282, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:00:05,654 - INFO - [Train] step: 53899, loss_mpn: 0.050499, loss_rec: 0.044273, loss_semantic: 0.608877, loss_idmrf: 6.243155, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:00:38,219 - INFO - [Train] step: 53999, loss_mpn: 0.076839, loss_rec: 0.042129, loss_semantic: 0.585917, loss_idmrf: 5.209654, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:01:18,759 - INFO - [Eval] step: 53999, bce: 0.244152, psnr: 24.472605, ssim: 0.818817, lpips: 0.186305
+2023-03-23 17:01:53,780 - INFO - [Train] step: 54099, loss_mpn: 0.135501, loss_rec: 0.081643, loss_semantic: 0.814236, loss_idmrf: 8.132490, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:02:26,325 - INFO - [Train] step: 54199, loss_mpn: 0.065468, loss_rec: 0.062245, loss_semantic: 0.752898, loss_idmrf: 5.943730, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:02:58,897 - INFO - [Train] step: 54299, loss_mpn: 0.144098, loss_rec: 0.088267, loss_semantic: 0.948489, loss_idmrf: 14.740772, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:03:31,477 - INFO - [Train] step: 54399, loss_mpn: 0.056842, loss_rec: 0.117836, loss_semantic: 0.995453, loss_idmrf: 10.119380, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:04:03,994 - INFO - [Train] step: 54499, loss_mpn: 0.099285, loss_rec: 0.097342, loss_semantic: 1.022438, loss_idmrf: 10.287895, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:04:36,542 - INFO - [Train] step: 54599, loss_mpn: 0.133435, loss_rec: 0.079902, loss_semantic: 0.867674, loss_idmrf: 8.694918, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:05:09,022 - INFO - [Train] step: 54699, loss_mpn: 0.077153, loss_rec: 0.082628, loss_semantic: 0.929752, loss_idmrf: 9.615230, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:05:41,497 - INFO - [Train] step: 54799, loss_mpn: 0.142857, loss_rec: 0.096037, loss_semantic: 0.978670, loss_idmrf: 12.027785, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:06:13,945 - INFO - [Train] step: 54899, loss_mpn: 0.105861, loss_rec: 0.066109, loss_semantic: 0.802886, loss_idmrf: 6.996389, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:06:46,447 - INFO - [Train] step: 54999, loss_mpn: 0.120117, loss_rec: 0.048764, loss_semantic: 0.638250, loss_idmrf: 7.417801, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:07:27,152 - INFO - [Eval] step: 54999, bce: 0.228455, psnr: 24.425827, ssim: 0.817143, lpips: 0.186650
+2023-03-23 17:08:02,203 - INFO - [Train] step: 55099, loss_mpn: 0.061091, loss_rec: 0.053196, loss_semantic: 0.695975, loss_idmrf: 8.102915, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:08:34,754 - INFO - [Train] step: 55199, loss_mpn: 0.071675, loss_rec: 0.075164, loss_semantic: 0.848061, loss_idmrf: 11.400826, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:09:07,301 - INFO - [Train] step: 55299, loss_mpn: 0.100749, loss_rec: 0.153307, loss_semantic: 1.062899, loss_idmrf: 13.765131, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:09:39,839 - INFO - [Train] step: 55399, loss_mpn: 0.054471, loss_rec: 0.072267, loss_semantic: 0.806803, loss_idmrf: 9.328745, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:10:12,443 - INFO - [Train] step: 55499, loss_mpn: 0.035926, loss_rec: 0.098305, loss_semantic: 0.938044, loss_idmrf: 12.260181, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:10:45,039 - INFO - [Train] step: 55599, loss_mpn: 0.074616, loss_rec: 0.050888, loss_semantic: 0.768296, loss_idmrf: 8.832054, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:11:17,606 - INFO - [Train] step: 55699, loss_mpn: 0.064408, loss_rec: 0.038799, loss_semantic: 0.546838, loss_idmrf: 6.097377, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:11:50,175 - INFO - [Train] step: 55799, loss_mpn: 0.080745, loss_rec: 0.067235, loss_semantic: 0.746562, loss_idmrf: 10.293682, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:12:22,676 - INFO - [Train] step: 55899, loss_mpn: 0.087866, loss_rec: 0.047542, loss_semantic: 0.671338, loss_idmrf: 7.627056, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:12:55,219 - INFO - [Train] step: 55999, loss_mpn: 0.103776, loss_rec: 0.091614, loss_semantic: 1.003996, loss_idmrf: 14.416504, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:13:35,962 - INFO - [Eval] step: 55999, bce: 0.253346, psnr: 24.494017, ssim: 0.820428, lpips: 0.185492
+2023-03-23 17:14:11,089 - INFO - [Train] step: 56099, loss_mpn: 0.233595, loss_rec: 0.087493, loss_semantic: 0.910135, loss_idmrf: 8.161743, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:14:43,555 - INFO - [Train] step: 56199, loss_mpn: 0.043715, loss_rec: 0.038512, loss_semantic: 0.597479, loss_idmrf: 5.077560, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:15:16,101 - INFO - [Train] step: 56299, loss_mpn: 0.097749, loss_rec: 0.060182, loss_semantic: 0.757946, loss_idmrf: 9.299495, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:15:48,589 - INFO - [Train] step: 56399, loss_mpn: 0.176126, loss_rec: 0.070186, loss_semantic: 0.961168, loss_idmrf: 9.601316, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:16:21,134 - INFO - [Train] step: 56499, loss_mpn: 0.130549, loss_rec: 0.094692, loss_semantic: 0.961734, loss_idmrf: 9.977418, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:16:53,671 - INFO - [Train] step: 56599, loss_mpn: 0.058019, loss_rec: 0.097910, loss_semantic: 0.990023, loss_idmrf: 7.518937, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:17:26,060 - INFO - [Train] step: 56699, loss_mpn: 0.075653, loss_rec: 0.080809, loss_semantic: 0.807515, loss_idmrf: 10.592502, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:17:58,615 - INFO - [Train] step: 56799, loss_mpn: 0.101212, loss_rec: 0.072414, loss_semantic: 0.897914, loss_idmrf: 11.344931, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:18:31,218 - INFO - [Train] step: 56899, loss_mpn: 0.080766, loss_rec: 0.069189, loss_semantic: 0.799369, loss_idmrf: 10.281171, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:19:03,756 - INFO - [Train] step: 56999, loss_mpn: 0.077637, loss_rec: 0.100806, loss_semantic: 1.058882, loss_idmrf: 11.855812, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:19:44,062 - INFO - [Eval] step: 56999, bce: 0.237261, psnr: 24.587702, ssim: 0.820065, lpips: 0.186187
+2023-03-23 17:20:19,033 - INFO - [Train] step: 57099, loss_mpn: 0.047055, loss_rec: 0.057525, loss_semantic: 0.670953, loss_idmrf: 9.210134, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:20:51,436 - INFO - [Train] step: 57199, loss_mpn: 0.087030, loss_rec: 0.083610, loss_semantic: 0.919128, loss_idmrf: 9.032072, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:21:24,027 - INFO - [Train] step: 57299, loss_mpn: 0.050246, loss_rec: 0.061747, loss_semantic: 0.729280, loss_idmrf: 3.777650, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:21:56,575 - INFO - [Train] step: 57399, loss_mpn: 0.058125, loss_rec: 0.049849, loss_semantic: 0.700466, loss_idmrf: 6.475507, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:22:29,148 - INFO - [Train] step: 57499, loss_mpn: 0.067933, loss_rec: 0.048266, loss_semantic: 0.727559, loss_idmrf: 9.509205, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:23:01,754 - INFO - [Train] step: 57599, loss_mpn: 0.124631, loss_rec: 0.072971, loss_semantic: 0.863964, loss_idmrf: 8.503135, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:23:34,238 - INFO - [Train] step: 57699, loss_mpn: 0.055344, loss_rec: 0.093053, loss_semantic: 0.889304, loss_idmrf: 16.336737, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:24:06,724 - INFO - [Train] step: 57799, loss_mpn: 0.067263, loss_rec: 0.073954, loss_semantic: 0.897056, loss_idmrf: 8.204121, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:24:39,330 - INFO - [Train] step: 57899, loss_mpn: 0.092549, loss_rec: 0.079019, loss_semantic: 0.982077, loss_idmrf: 11.223116, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:25:11,924 - INFO - [Train] step: 57999, loss_mpn: 0.070623, loss_rec: 0.100396, loss_semantic: 0.923232, loss_idmrf: 12.905594, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:25:52,370 - INFO - [Eval] step: 57999, bce: 0.203989, psnr: 24.271400, ssim: 0.819592, lpips: 0.187055
+2023-03-23 17:26:27,290 - INFO - [Train] step: 58099, loss_mpn: 0.075159, loss_rec: 0.086189, loss_semantic: 0.916520, loss_idmrf: 8.694616, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:26:59,838 - INFO - [Train] step: 58199, loss_mpn: 0.077056, loss_rec: 0.105894, loss_semantic: 0.989285, loss_idmrf: 11.570382, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:27:32,396 - INFO - [Train] step: 58299, loss_mpn: 0.086927, loss_rec: 0.099432, loss_semantic: 0.903754, loss_idmrf: 12.241236, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:28:04,982 - INFO - [Train] step: 58399, loss_mpn: 0.032361, loss_rec: 0.040920, loss_semantic: 0.544569, loss_idmrf: 4.885285, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:28:37,497 - INFO - [Train] step: 58499, loss_mpn: 0.059936, loss_rec: 0.100991, loss_semantic: 0.960719, loss_idmrf: 9.896997, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:29:09,976 - INFO - [Train] step: 58599, loss_mpn: 0.079474, loss_rec: 0.070859, loss_semantic: 0.896692, loss_idmrf: 11.170299, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:29:42,515 - INFO - [Train] step: 58699, loss_mpn: 0.045837, loss_rec: 0.049247, loss_semantic: 0.610553, loss_idmrf: 7.366917, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:30:15,033 - INFO - [Train] step: 58799, loss_mpn: 0.040495, loss_rec: 0.050725, loss_semantic: 0.666660, loss_idmrf: 7.964374, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:30:47,520 - INFO - [Train] step: 58899, loss_mpn: 0.087817, loss_rec: 0.047524, loss_semantic: 0.653803, loss_idmrf: 7.536943, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:31:20,078 - INFO - [Train] step: 58999, loss_mpn: 0.062530, loss_rec: 0.060908, loss_semantic: 0.773917, loss_idmrf: 8.114844, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:32:00,490 - INFO - [Eval] step: 58999, bce: 0.213845, psnr: 24.570780, ssim: 0.821016, lpips: 0.184498
+2023-03-23 17:32:35,626 - INFO - [Train] step: 59099, loss_mpn: 0.167460, loss_rec: 0.078983, loss_semantic: 0.887953, loss_idmrf: 11.117714, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:33:08,169 - INFO - [Train] step: 59199, loss_mpn: 0.097628, loss_rec: 0.086446, loss_semantic: 0.821742, loss_idmrf: 9.718689, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:33:40,734 - INFO - [Train] step: 59299, loss_mpn: 0.092814, loss_rec: 0.070409, loss_semantic: 0.909085, loss_idmrf: 10.126008, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:34:13,330 - INFO - [Train] step: 59399, loss_mpn: 0.054732, loss_rec: 0.075233, loss_semantic: 0.898130, loss_idmrf: 7.271157, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:34:45,835 - INFO - [Train] step: 59499, loss_mpn: 0.034728, loss_rec: 0.049623, loss_semantic: 0.650723, loss_idmrf: 5.657487, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:35:18,344 - INFO - [Train] step: 59599, loss_mpn: 0.127229, loss_rec: 0.094566, loss_semantic: 0.926567, loss_idmrf: 14.802192, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:35:50,843 - INFO - [Train] step: 59699, loss_mpn: 0.100065, loss_rec: 0.124252, loss_semantic: 1.002080, loss_idmrf: 15.868440, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:36:23,398 - INFO - [Train] step: 59799, loss_mpn: 0.063999, loss_rec: 0.056927, loss_semantic: 0.662547, loss_idmrf: 9.450443, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:36:55,972 - INFO - [Train] step: 59899, loss_mpn: 0.082711, loss_rec: 0.089185, loss_semantic: 0.981008, loss_idmrf: 7.500816, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:37:28,554 - INFO - [Train] step: 59999, loss_mpn: 0.073721, loss_rec: 0.073709, loss_semantic: 0.885013, loss_idmrf: 10.072193, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:38:09,362 - INFO - [Eval] step: 59999, bce: 0.188638, psnr: 24.575336, ssim: 0.822176, lpips: 0.184384
+2023-03-23 17:38:44,499 - INFO - [Train] step: 60099, loss_mpn: 0.060780, loss_rec: 0.033712, loss_semantic: 0.536521, loss_idmrf: 5.359200, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:39:17,023 - INFO - [Train] step: 60199, loss_mpn: 0.108612, loss_rec: 0.066961, loss_semantic: 0.812237, loss_idmrf: 10.181203, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:39:49,550 - INFO - [Train] step: 60299, loss_mpn: 0.068958, loss_rec: 0.073652, loss_semantic: 0.819623, loss_idmrf: 9.971245, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:40:22,225 - INFO - [Train] step: 60399, loss_mpn: 0.090852, loss_rec: 0.079676, loss_semantic: 0.883143, loss_idmrf: 11.144217, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:40:54,777 - INFO - [Train] step: 60499, loss_mpn: 0.072294, loss_rec: 0.094086, loss_semantic: 0.922498, loss_idmrf: 11.341753, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:41:27,309 - INFO - [Train] step: 60599, loss_mpn: 0.065588, loss_rec: 0.077805, loss_semantic: 0.864718, loss_idmrf: 7.458716, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:41:59,821 - INFO - [Train] step: 60699, loss_mpn: 0.094112, loss_rec: 0.066593, loss_semantic: 0.757874, loss_idmrf: 8.756382, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:42:32,315 - INFO - [Train] step: 60799, loss_mpn: 0.074576, loss_rec: 0.045650, loss_semantic: 0.641551, loss_idmrf: 6.553304, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:43:04,879 - INFO - [Train] step: 60899, loss_mpn: 0.064911, loss_rec: 0.061712, loss_semantic: 0.739193, loss_idmrf: 9.578909, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:43:37,397 - INFO - [Train] step: 60999, loss_mpn: 0.107434, loss_rec: 0.073877, loss_semantic: 0.792693, loss_idmrf: 10.352217, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:44:17,973 - INFO - [Eval] step: 60999, bce: 0.210962, psnr: 24.546059, ssim: 0.822613, lpips: 0.183680
+2023-03-23 17:44:52,933 - INFO - [Train] step: 61099, loss_mpn: 0.063560, loss_rec: 0.086974, loss_semantic: 0.899978, loss_idmrf: 10.246938, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:45:25,462 - INFO - [Train] step: 61199, loss_mpn: 0.034625, loss_rec: 0.068427, loss_semantic: 0.695886, loss_idmrf: 6.205751, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:45:57,939 - INFO - [Train] step: 61299, loss_mpn: 0.060668, loss_rec: 0.044801, loss_semantic: 0.647926, loss_idmrf: 7.868822, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:46:30,583 - INFO - [Train] step: 61399, loss_mpn: 0.047547, loss_rec: 0.086719, loss_semantic: 0.912717, loss_idmrf: 9.106217, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:47:03,087 - INFO - [Train] step: 61499, loss_mpn: 0.120542, loss_rec: 0.072618, loss_semantic: 0.910958, loss_idmrf: 12.038715, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:47:35,597 - INFO - [Train] step: 61599, loss_mpn: 0.069105, loss_rec: 0.049461, loss_semantic: 0.670203, loss_idmrf: 7.558419, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:48:08,174 - INFO - [Train] step: 61699, loss_mpn: 0.089830, loss_rec: 0.067881, loss_semantic: 0.839271, loss_idmrf: 9.140425, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:48:40,687 - INFO - [Train] step: 61799, loss_mpn: 0.059791, loss_rec: 0.101294, loss_semantic: 0.976789, loss_idmrf: 10.282621, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:49:13,219 - INFO - [Train] step: 61899, loss_mpn: 0.043036, loss_rec: 0.045901, loss_semantic: 0.590563, loss_idmrf: 9.892014, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:49:45,678 - INFO - [Train] step: 61999, loss_mpn: 0.105627, loss_rec: 0.087506, loss_semantic: 0.961288, loss_idmrf: 12.559690, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:50:25,966 - INFO - [Eval] step: 61999, bce: 0.181828, psnr: 24.588243, ssim: 0.822653, lpips: 0.182480
+2023-03-23 17:51:00,923 - INFO - [Train] step: 62099, loss_mpn: 0.048074, loss_rec: 0.061300, loss_semantic: 0.747244, loss_idmrf: 7.090373, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:51:33,295 - INFO - [Train] step: 62199, loss_mpn: 0.191302, loss_rec: 0.061705, loss_semantic: 0.712237, loss_idmrf: 6.719744, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:52:05,826 - INFO - [Train] step: 62299, loss_mpn: 0.075501, loss_rec: 0.054640, loss_semantic: 0.853444, loss_idmrf: 13.711935, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:52:38,384 - INFO - [Train] step: 62399, loss_mpn: 0.044076, loss_rec: 0.060732, loss_semantic: 0.717378, loss_idmrf: 6.695364, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:53:10,985 - INFO - [Train] step: 62499, loss_mpn: 0.094457, loss_rec: 0.082487, loss_semantic: 0.948370, loss_idmrf: 10.155094, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:53:43,453 - INFO - [Train] step: 62599, loss_mpn: 0.070895, loss_rec: 0.083927, loss_semantic: 0.982190, loss_idmrf: 9.205074, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:54:16,034 - INFO - [Train] step: 62699, loss_mpn: 0.028274, loss_rec: 0.071939, loss_semantic: 0.790934, loss_idmrf: 6.371620, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:54:48,684 - INFO - [Train] step: 62799, loss_mpn: 0.070008, loss_rec: 0.086552, loss_semantic: 1.028614, loss_idmrf: 12.555711, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:55:21,204 - INFO - [Train] step: 62899, loss_mpn: 0.046616, loss_rec: 0.062283, loss_semantic: 0.787007, loss_idmrf: 7.588556, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:55:53,643 - INFO - [Train] step: 62999, loss_mpn: 0.100136, loss_rec: 0.085628, loss_semantic: 0.963178, loss_idmrf: 10.027990, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:56:34,033 - INFO - [Eval] step: 62999, bce: 0.195017, psnr: 24.764151, ssim: 0.824010, lpips: 0.182177
+2023-03-23 17:57:09,031 - INFO - [Train] step: 63099, loss_mpn: 0.081627, loss_rec: 0.076993, loss_semantic: 0.917184, loss_idmrf: 7.215439, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:57:41,461 - INFO - [Train] step: 63199, loss_mpn: 0.046173, loss_rec: 0.070638, loss_semantic: 0.844684, loss_idmrf: 8.153946, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:58:13,965 - INFO - [Train] step: 63299, loss_mpn: 0.080054, loss_rec: 0.046517, loss_semantic: 0.640117, loss_idmrf: 8.679524, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:58:46,468 - INFO - [Train] step: 63399, loss_mpn: 0.061687, loss_rec: 0.052518, loss_semantic: 0.614807, loss_idmrf: 9.420504, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:59:19,003 - INFO - [Train] step: 63499, loss_mpn: 0.062699, loss_rec: 0.087967, loss_semantic: 0.837198, loss_idmrf: 10.170693, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 17:59:51,531 - INFO - [Train] step: 63599, loss_mpn: 0.054532, loss_rec: 0.116709, loss_semantic: 1.077160, loss_idmrf: 9.730793, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:00:24,066 - INFO - [Train] step: 63699, loss_mpn: 0.066978, loss_rec: 0.062858, loss_semantic: 0.836812, loss_idmrf: 7.000289, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:00:56,549 - INFO - [Train] step: 63799, loss_mpn: 0.080544, loss_rec: 0.058041, loss_semantic: 0.761470, loss_idmrf: 7.803483, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:01:28,987 - INFO - [Train] step: 63899, loss_mpn: 0.037901, loss_rec: 0.069314, loss_semantic: 0.649293, loss_idmrf: 6.391616, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:02:01,436 - INFO - [Train] step: 63999, loss_mpn: 0.046500, loss_rec: 0.096967, loss_semantic: 1.000723, loss_idmrf: 9.518724, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:02:41,836 - INFO - [Eval] step: 63999, bce: 0.173787, psnr: 24.629927, ssim: 0.824270, lpips: 0.180688
+2023-03-23 18:03:16,780 - INFO - [Train] step: 64099, loss_mpn: 0.107412, loss_rec: 0.053805, loss_semantic: 0.737066, loss_idmrf: 8.770950, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:03:49,283 - INFO - [Train] step: 64199, loss_mpn: 0.056606, loss_rec: 0.075632, loss_semantic: 0.771825, loss_idmrf: 8.880862, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:04:21,726 - INFO - [Train] step: 64299, loss_mpn: 0.048682, loss_rec: 0.039280, loss_semantic: 0.630671, loss_idmrf: 4.464087, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:04:54,317 - INFO - [Train] step: 64399, loss_mpn: 0.088702, loss_rec: 0.090398, loss_semantic: 0.877563, loss_idmrf: 15.028063, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:05:26,989 - INFO - [Train] step: 64499, loss_mpn: 0.075175, loss_rec: 0.081235, loss_semantic: 0.933640, loss_idmrf: 13.241166, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:05:59,523 - INFO - [Train] step: 64599, loss_mpn: 0.152425, loss_rec: 0.080152, loss_semantic: 0.881252, loss_idmrf: 10.801616, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:06:31,999 - INFO - [Train] step: 64699, loss_mpn: 0.078211, loss_rec: 0.053551, loss_semantic: 0.721871, loss_idmrf: 6.446115, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:07:04,693 - INFO - [Train] step: 64799, loss_mpn: 0.122328, loss_rec: 0.066405, loss_semantic: 0.839629, loss_idmrf: 8.967090, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:07:37,254 - INFO - [Train] step: 64899, loss_mpn: 0.085018, loss_rec: 0.068443, loss_semantic: 0.795557, loss_idmrf: 14.583529, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:08:09,802 - INFO - [Train] step: 64999, loss_mpn: 0.118154, loss_rec: 0.063193, loss_semantic: 0.768936, loss_idmrf: 10.273432, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:08:50,254 - INFO - [Eval] step: 64999, bce: 0.182375, psnr: 24.675322, ssim: 0.824757, lpips: 0.181221
+2023-03-23 18:09:25,388 - INFO - [Train] step: 65099, loss_mpn: 0.106309, loss_rec: 0.083546, loss_semantic: 0.924176, loss_idmrf: 9.965521, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:09:57,881 - INFO - [Train] step: 65199, loss_mpn: 0.062332, loss_rec: 0.059763, loss_semantic: 0.739950, loss_idmrf: 10.237807, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:10:30,351 - INFO - [Train] step: 65299, loss_mpn: 0.057609, loss_rec: 0.077482, loss_semantic: 0.782583, loss_idmrf: 8.553532, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:11:02,910 - INFO - [Train] step: 65399, loss_mpn: 0.086942, loss_rec: 0.047997, loss_semantic: 0.639443, loss_idmrf: 12.068169, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:11:35,457 - INFO - [Train] step: 65499, loss_mpn: 0.057533, loss_rec: 0.036311, loss_semantic: 0.575135, loss_idmrf: 6.329101, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:12:08,040 - INFO - [Train] step: 65599, loss_mpn: 0.051655, loss_rec: 0.034161, loss_semantic: 0.532651, loss_idmrf: 4.104710, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:12:40,521 - INFO - [Train] step: 65699, loss_mpn: 0.067673, loss_rec: 0.056912, loss_semantic: 0.703598, loss_idmrf: 6.736268, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:13:13,089 - INFO - [Train] step: 65799, loss_mpn: 0.099073, loss_rec: 0.104804, loss_semantic: 1.054609, loss_idmrf: 12.600331, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:13:45,635 - INFO - [Train] step: 65899, loss_mpn: 0.038527, loss_rec: 0.071953, loss_semantic: 0.773102, loss_idmrf: 7.099707, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:14:18,248 - INFO - [Train] step: 65999, loss_mpn: 0.064032, loss_rec: 0.094885, loss_semantic: 0.928110, loss_idmrf: 10.627979, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:14:58,825 - INFO - [Eval] step: 65999, bce: 0.177519, psnr: 24.791058, ssim: 0.825242, lpips: 0.181990
+2023-03-23 18:15:33,826 - INFO - [Train] step: 66099, loss_mpn: 0.077177, loss_rec: 0.066748, loss_semantic: 0.807289, loss_idmrf: 7.470845, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:16:06,287 - INFO - [Train] step: 66199, loss_mpn: 0.063646, loss_rec: 0.109401, loss_semantic: 0.837681, loss_idmrf: 11.282058, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:16:38,827 - INFO - [Train] step: 66299, loss_mpn: 0.078674, loss_rec: 0.075006, loss_semantic: 1.003988, loss_idmrf: 11.456381, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:17:11,431 - INFO - [Train] step: 66399, loss_mpn: 0.033715, loss_rec: 0.034269, loss_semantic: 0.476958, loss_idmrf: 3.591949, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:17:44,073 - INFO - [Train] step: 66499, loss_mpn: 0.049669, loss_rec: 0.055419, loss_semantic: 0.737769, loss_idmrf: 9.635887, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:18:16,775 - INFO - [Train] step: 66599, loss_mpn: 0.098637, loss_rec: 0.073488, loss_semantic: 0.740306, loss_idmrf: 7.478474, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:18:49,373 - INFO - [Train] step: 66699, loss_mpn: 0.093639, loss_rec: 0.135200, loss_semantic: 1.214626, loss_idmrf: 12.969027, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:19:21,926 - INFO - [Train] step: 66799, loss_mpn: 0.042170, loss_rec: 0.053392, loss_semantic: 0.627614, loss_idmrf: 9.217916, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:19:54,461 - INFO - [Train] step: 66899, loss_mpn: 0.059633, loss_rec: 0.099766, loss_semantic: 0.979903, loss_idmrf: 11.961685, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:20:26,936 - INFO - [Train] step: 66999, loss_mpn: 0.063651, loss_rec: 0.082479, loss_semantic: 0.861822, loss_idmrf: 11.187986, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:21:07,448 - INFO - [Eval] step: 66999, bce: 0.168111, psnr: 24.780258, ssim: 0.826084, lpips: 0.181622
+2023-03-23 18:21:42,551 - INFO - [Train] step: 67099, loss_mpn: 0.090100, loss_rec: 0.072987, loss_semantic: 0.849048, loss_idmrf: 10.725201, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:22:15,032 - INFO - [Train] step: 67199, loss_mpn: 0.070791, loss_rec: 0.120666, loss_semantic: 1.093274, loss_idmrf: 12.078363, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:22:47,598 - INFO - [Train] step: 67299, loss_mpn: 0.079004, loss_rec: 0.047812, loss_semantic: 0.691244, loss_idmrf: 8.575368, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:23:20,268 - INFO - [Train] step: 67399, loss_mpn: 0.059919, loss_rec: 0.053376, loss_semantic: 0.703846, loss_idmrf: 7.561596, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:23:52,997 - INFO - [Train] step: 67499, loss_mpn: 0.032490, loss_rec: 0.047127, loss_semantic: 0.598024, loss_idmrf: 4.087657, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:24:25,688 - INFO - [Train] step: 67599, loss_mpn: 0.051026, loss_rec: 0.063376, loss_semantic: 0.768161, loss_idmrf: 6.150374, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:24:58,325 - INFO - [Train] step: 67699, loss_mpn: 0.064151, loss_rec: 0.055378, loss_semantic: 0.703020, loss_idmrf: 6.441248, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:25:31,070 - INFO - [Train] step: 67799, loss_mpn: 0.072542, loss_rec: 0.067309, loss_semantic: 0.816003, loss_idmrf: 6.980043, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:26:03,718 - INFO - [Train] step: 67899, loss_mpn: 0.044972, loss_rec: 0.105207, loss_semantic: 0.994439, loss_idmrf: 11.756201, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:26:36,471 - INFO - [Train] step: 67999, loss_mpn: 0.100728, loss_rec: 0.081768, loss_semantic: 0.861801, loss_idmrf: 10.796497, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:27:17,052 - INFO - [Eval] step: 67999, bce: 0.216448, psnr: 24.819994, ssim: 0.825101, lpips: 0.178686
+2023-03-23 18:27:52,291 - INFO - [Train] step: 68099, loss_mpn: 0.061928, loss_rec: 0.058139, loss_semantic: 0.579877, loss_idmrf: 6.341400, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:28:24,852 - INFO - [Train] step: 68199, loss_mpn: 0.152863, loss_rec: 0.084811, loss_semantic: 1.046564, loss_idmrf: 14.172144, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:28:57,526 - INFO - [Train] step: 68299, loss_mpn: 0.035123, loss_rec: 0.058121, loss_semantic: 0.823649, loss_idmrf: 8.516271, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:29:30,249 - INFO - [Train] step: 68399, loss_mpn: 0.059459, loss_rec: 0.037409, loss_semantic: 0.581804, loss_idmrf: 5.106385, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:30:02,891 - INFO - [Train] step: 68499, loss_mpn: 0.093305, loss_rec: 0.092095, loss_semantic: 0.991673, loss_idmrf: 11.173564, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:30:35,654 - INFO - [Train] step: 68599, loss_mpn: 0.033101, loss_rec: 0.048694, loss_semantic: 0.623783, loss_idmrf: 4.205817, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:31:08,425 - INFO - [Train] step: 68699, loss_mpn: 0.030621, loss_rec: 0.051678, loss_semantic: 0.663459, loss_idmrf: 6.473884, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:31:41,166 - INFO - [Train] step: 68799, loss_mpn: 0.061014, loss_rec: 0.079936, loss_semantic: 0.856387, loss_idmrf: 10.764680, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:32:13,908 - INFO - [Train] step: 68899, loss_mpn: 0.061547, loss_rec: 0.043531, loss_semantic: 0.618677, loss_idmrf: 5.491044, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:32:46,716 - INFO - [Train] step: 68999, loss_mpn: 0.060379, loss_rec: 0.048835, loss_semantic: 0.681103, loss_idmrf: 7.619300, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:33:27,264 - INFO - [Eval] step: 68999, bce: 0.157568, psnr: 24.743452, ssim: 0.825233, lpips: 0.181678
+2023-03-23 18:34:02,320 - INFO - [Train] step: 69099, loss_mpn: 0.062826, loss_rec: 0.083294, loss_semantic: 0.874041, loss_idmrf: 14.740906, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:34:34,832 - INFO - [Train] step: 69199, loss_mpn: 0.067755, loss_rec: 0.061149, loss_semantic: 0.610619, loss_idmrf: 10.554647, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:35:07,561 - INFO - [Train] step: 69299, loss_mpn: 0.039501, loss_rec: 0.061114, loss_semantic: 0.707499, loss_idmrf: 10.071417, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:35:40,108 - INFO - [Train] step: 69399, loss_mpn: 0.099351, loss_rec: 0.055454, loss_semantic: 0.787482, loss_idmrf: 9.070180, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:36:12,685 - INFO - [Train] step: 69499, loss_mpn: 0.073392, loss_rec: 0.081412, loss_semantic: 0.960235, loss_idmrf: 10.462751, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:36:45,415 - INFO - [Train] step: 69599, loss_mpn: 0.057431, loss_rec: 0.098320, loss_semantic: 0.927971, loss_idmrf: 11.019985, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:37:18,181 - INFO - [Train] step: 69699, loss_mpn: 0.150601, loss_rec: 0.068958, loss_semantic: 0.871373, loss_idmrf: 7.813000, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:37:50,865 - INFO - [Train] step: 69799, loss_mpn: 0.047903, loss_rec: 0.103047, loss_semantic: 1.026724, loss_idmrf: 12.744257, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:38:23,514 - INFO - [Train] step: 69899, loss_mpn: 0.077743, loss_rec: 0.060419, loss_semantic: 0.768387, loss_idmrf: 9.134091, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:38:56,288 - INFO - [Train] step: 69999, loss_mpn: 0.055297, loss_rec: 0.110146, loss_semantic: 0.857610, loss_idmrf: 13.368445, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:39:36,739 - INFO - [Eval] step: 69999, bce: 0.165906, psnr: 24.716692, ssim: 0.827382, lpips: 0.177681
+2023-03-23 18:40:11,930 - INFO - [Train] step: 70099, loss_mpn: 0.190002, loss_rec: 0.103072, loss_semantic: 0.971344, loss_idmrf: 12.102470, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:40:44,535 - INFO - [Train] step: 70199, loss_mpn: 0.046997, loss_rec: 0.054427, loss_semantic: 0.739876, loss_idmrf: 8.199638, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:41:17,138 - INFO - [Train] step: 70299, loss_mpn: 0.109679, loss_rec: 0.079814, loss_semantic: 0.917721, loss_idmrf: 9.481155, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:41:49,782 - INFO - [Train] step: 70399, loss_mpn: 0.062357, loss_rec: 0.080683, loss_semantic: 0.775715, loss_idmrf: 10.754738, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:42:22,465 - INFO - [Train] step: 70499, loss_mpn: 0.054788, loss_rec: 0.073529, loss_semantic: 0.866395, loss_idmrf: 8.702906, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:42:55,077 - INFO - [Train] step: 70599, loss_mpn: 0.050664, loss_rec: 0.050188, loss_semantic: 0.624997, loss_idmrf: 8.124418, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:43:27,793 - INFO - [Train] step: 70699, loss_mpn: 0.061959, loss_rec: 0.123705, loss_semantic: 1.104784, loss_idmrf: 15.937983, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:44:00,432 - INFO - [Train] step: 70799, loss_mpn: 0.085399, loss_rec: 0.100017, loss_semantic: 1.021073, loss_idmrf: 8.174852, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:44:32,956 - INFO - [Train] step: 70899, loss_mpn: 0.056961, loss_rec: 0.078259, loss_semantic: 0.770481, loss_idmrf: 11.177944, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:45:05,444 - INFO - [Train] step: 70999, loss_mpn: 0.085335, loss_rec: 0.080531, loss_semantic: 0.873491, loss_idmrf: 8.909255, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:45:46,006 - INFO - [Eval] step: 70999, bce: 0.150598, psnr: 24.708916, ssim: 0.825879, lpips: 0.181616
+2023-03-23 18:46:21,035 - INFO - [Train] step: 71099, loss_mpn: 0.033800, loss_rec: 0.037033, loss_semantic: 0.572563, loss_idmrf: 4.930678, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:46:53,623 - INFO - [Train] step: 71199, loss_mpn: 0.023150, loss_rec: 0.035813, loss_semantic: 0.493983, loss_idmrf: 5.681668, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:47:26,217 - INFO - [Train] step: 71299, loss_mpn: 0.054430, loss_rec: 0.060342, loss_semantic: 0.807077, loss_idmrf: 7.430021, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:47:58,931 - INFO - [Train] step: 71399, loss_mpn: 0.071598, loss_rec: 0.060465, loss_semantic: 0.789068, loss_idmrf: 6.873281, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:48:31,570 - INFO - [Train] step: 71499, loss_mpn: 0.065944, loss_rec: 0.064435, loss_semantic: 0.815265, loss_idmrf: 5.016195, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:49:04,393 - INFO - [Train] step: 71599, loss_mpn: 0.146152, loss_rec: 0.098086, loss_semantic: 0.866211, loss_idmrf: 8.860998, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:49:37,163 - INFO - [Train] step: 71699, loss_mpn: 0.075585, loss_rec: 0.058373, loss_semantic: 0.758992, loss_idmrf: 8.960737, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:50:09,944 - INFO - [Train] step: 71799, loss_mpn: 0.127977, loss_rec: 0.057986, loss_semantic: 0.760083, loss_idmrf: 9.750308, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:50:42,573 - INFO - [Train] step: 71899, loss_mpn: 0.071825, loss_rec: 0.056552, loss_semantic: 0.735624, loss_idmrf: 7.245934, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:51:15,368 - INFO - [Train] step: 71999, loss_mpn: 0.116870, loss_rec: 0.075746, loss_semantic: 0.763039, loss_idmrf: 7.780004, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:51:55,844 - INFO - [Eval] step: 71999, bce: 0.170315, psnr: 24.777456, ssim: 0.826368, lpips: 0.178997
+2023-03-23 18:52:31,027 - INFO - [Train] step: 72099, loss_mpn: 0.072709, loss_rec: 0.064300, loss_semantic: 0.744599, loss_idmrf: 9.747708, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:53:03,731 - INFO - [Train] step: 72199, loss_mpn: 0.058783, loss_rec: 0.038889, loss_semantic: 0.581739, loss_idmrf: 6.683611, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:53:36,420 - INFO - [Train] step: 72299, loss_mpn: 0.106752, loss_rec: 0.096459, loss_semantic: 0.991748, loss_idmrf: 15.080643, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:54:09,107 - INFO - [Train] step: 72399, loss_mpn: 0.137836, loss_rec: 0.101822, loss_semantic: 1.062890, loss_idmrf: 10.049772, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:54:41,932 - INFO - [Train] step: 72499, loss_mpn: 0.041857, loss_rec: 0.069371, loss_semantic: 0.812357, loss_idmrf: 11.266720, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:55:14,623 - INFO - [Train] step: 72599, loss_mpn: 0.037531, loss_rec: 0.061678, loss_semantic: 0.612236, loss_idmrf: 6.144178, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:55:47,409 - INFO - [Train] step: 72699, loss_mpn: 0.102244, loss_rec: 0.075947, loss_semantic: 0.830042, loss_idmrf: 11.119294, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:56:20,161 - INFO - [Train] step: 72799, loss_mpn: 0.117474, loss_rec: 0.141290, loss_semantic: 1.139841, loss_idmrf: 13.700499, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:56:52,757 - INFO - [Train] step: 72899, loss_mpn: 0.023183, loss_rec: 0.032930, loss_semantic: 0.451516, loss_idmrf: 7.964462, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:57:25,298 - INFO - [Train] step: 72999, loss_mpn: 0.047633, loss_rec: 0.056276, loss_semantic: 0.661353, loss_idmrf: 9.124452, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:58:05,699 - INFO - [Eval] step: 72999, bce: 0.152315, psnr: 24.852037, ssim: 0.828018, lpips: 0.179110
+2023-03-23 18:58:40,793 - INFO - [Train] step: 73099, loss_mpn: 0.048622, loss_rec: 0.056066, loss_semantic: 0.728779, loss_idmrf: 13.794767, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:59:13,423 - INFO - [Train] step: 73199, loss_mpn: 0.037560, loss_rec: 0.046499, loss_semantic: 0.599551, loss_idmrf: 6.185842, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 18:59:46,110 - INFO - [Train] step: 73299, loss_mpn: 0.076022, loss_rec: 0.083571, loss_semantic: 0.892900, loss_idmrf: 10.078876, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:00:18,733 - INFO - [Train] step: 73399, loss_mpn: 0.054194, loss_rec: 0.074718, loss_semantic: 0.857102, loss_idmrf: 10.105750, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:00:51,409 - INFO - [Train] step: 73499, loss_mpn: 0.047017, loss_rec: 0.071594, loss_semantic: 0.864330, loss_idmrf: 6.978665, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:01:24,128 - INFO - [Train] step: 73599, loss_mpn: 0.030161, loss_rec: 0.073684, loss_semantic: 0.813029, loss_idmrf: 9.448511, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:01:56,844 - INFO - [Train] step: 73699, loss_mpn: 0.032665, loss_rec: 0.072113, loss_semantic: 0.711334, loss_idmrf: 8.664466, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:02:29,654 - INFO - [Train] step: 73799, loss_mpn: 0.029862, loss_rec: 0.043709, loss_semantic: 0.673561, loss_idmrf: 8.782259, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:03:02,438 - INFO - [Train] step: 73899, loss_mpn: 0.048226, loss_rec: 0.052038, loss_semantic: 0.716666, loss_idmrf: 9.937277, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:03:35,171 - INFO - [Train] step: 73999, loss_mpn: 0.046637, loss_rec: 0.107312, loss_semantic: 0.981336, loss_idmrf: 10.990764, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:04:15,823 - INFO - [Eval] step: 73999, bce: 0.154883, psnr: 24.892082, ssim: 0.826918, lpips: 0.179719
+2023-03-23 19:04:51,102 - INFO - [Train] step: 74099, loss_mpn: 0.059087, loss_rec: 0.071629, loss_semantic: 0.813494, loss_idmrf: 7.206039, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:05:23,805 - INFO - [Train] step: 74199, loss_mpn: 0.034058, loss_rec: 0.081663, loss_semantic: 0.839137, loss_idmrf: 8.642965, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:05:56,671 - INFO - [Train] step: 74299, loss_mpn: 0.046352, loss_rec: 0.051573, loss_semantic: 0.641975, loss_idmrf: 7.820662, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:06:29,526 - INFO - [Train] step: 74399, loss_mpn: 0.073029, loss_rec: 0.075298, loss_semantic: 0.789373, loss_idmrf: 8.439243, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:07:02,307 - INFO - [Train] step: 74499, loss_mpn: 0.065399, loss_rec: 0.064755, loss_semantic: 0.771100, loss_idmrf: 10.885170, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:07:35,058 - INFO - [Train] step: 74599, loss_mpn: 0.131260, loss_rec: 0.069882, loss_semantic: 0.793318, loss_idmrf: 10.508260, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:08:07,778 - INFO - [Train] step: 74699, loss_mpn: 0.046326, loss_rec: 0.069489, loss_semantic: 0.842067, loss_idmrf: 11.002365, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:08:40,571 - INFO - [Train] step: 74799, loss_mpn: 0.049378, loss_rec: 0.056799, loss_semantic: 0.611006, loss_idmrf: 7.554462, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:09:13,313 - INFO - [Train] step: 74899, loss_mpn: 0.041635, loss_rec: 0.066989, loss_semantic: 0.847011, loss_idmrf: 13.063207, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:09:45,962 - INFO - [Train] step: 74999, loss_mpn: 0.123967, loss_rec: 0.111498, loss_semantic: 0.930521, loss_idmrf: 11.271032, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:10:26,521 - INFO - [Eval] step: 74999, bce: 0.152197, psnr: 24.897476, ssim: 0.829609, lpips: 0.175508
+2023-03-23 19:11:01,796 - INFO - [Train] step: 75099, loss_mpn: 0.023699, loss_rec: 0.034750, loss_semantic: 0.483255, loss_idmrf: 3.065003, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:11:34,507 - INFO - [Train] step: 75199, loss_mpn: 0.051895, loss_rec: 0.064417, loss_semantic: 0.747115, loss_idmrf: 5.954011, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:12:07,228 - INFO - [Train] step: 75299, loss_mpn: 0.093855, loss_rec: 0.105070, loss_semantic: 1.084806, loss_idmrf: 13.873313, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:12:39,954 - INFO - [Train] step: 75399, loss_mpn: 0.062670, loss_rec: 0.051670, loss_semantic: 0.687613, loss_idmrf: 4.498826, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:13:12,829 - INFO - [Train] step: 75499, loss_mpn: 0.049159, loss_rec: 0.115750, loss_semantic: 1.086344, loss_idmrf: 8.764332, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:13:45,640 - INFO - [Train] step: 75599, loss_mpn: 0.046955, loss_rec: 0.059875, loss_semantic: 0.693798, loss_idmrf: 7.168367, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:14:18,405 - INFO - [Train] step: 75699, loss_mpn: 0.045016, loss_rec: 0.051742, loss_semantic: 0.690873, loss_idmrf: 5.376425, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:14:51,237 - INFO - [Train] step: 75799, loss_mpn: 0.070550, loss_rec: 0.048749, loss_semantic: 0.575438, loss_idmrf: 7.507488, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:15:24,163 - INFO - [Train] step: 75899, loss_mpn: 0.051448, loss_rec: 0.085957, loss_semantic: 0.903253, loss_idmrf: 9.436161, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:15:56,895 - INFO - [Train] step: 75999, loss_mpn: 0.047269, loss_rec: 0.071914, loss_semantic: 0.797290, loss_idmrf: 8.392452, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:16:37,528 - INFO - [Eval] step: 75999, bce: 0.141857, psnr: 24.837866, ssim: 0.828376, lpips: 0.176964
+2023-03-23 19:17:12,698 - INFO - [Train] step: 76099, loss_mpn: 0.050262, loss_rec: 0.079851, loss_semantic: 0.927086, loss_idmrf: 7.881736, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:17:45,456 - INFO - [Train] step: 76199, loss_mpn: 0.025933, loss_rec: 0.039538, loss_semantic: 0.564893, loss_idmrf: 4.210354, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:18:18,104 - INFO - [Train] step: 76299, loss_mpn: 0.060821, loss_rec: 0.075650, loss_semantic: 0.916015, loss_idmrf: 9.890029, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:18:50,779 - INFO - [Train] step: 76399, loss_mpn: 0.080479, loss_rec: 0.111715, loss_semantic: 1.120812, loss_idmrf: 10.959984, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:19:23,494 - INFO - [Train] step: 76499, loss_mpn: 0.035540, loss_rec: 0.077149, loss_semantic: 0.767827, loss_idmrf: 8.661664, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:19:56,151 - INFO - [Train] step: 76599, loss_mpn: 0.053826, loss_rec: 0.107465, loss_semantic: 0.940594, loss_idmrf: 9.166907, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:20:28,912 - INFO - [Train] step: 76699, loss_mpn: 0.060661, loss_rec: 0.070374, loss_semantic: 0.793632, loss_idmrf: 10.269143, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:21:01,547 - INFO - [Train] step: 76799, loss_mpn: 0.051480, loss_rec: 0.062027, loss_semantic: 0.779416, loss_idmrf: 9.332685, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:21:34,347 - INFO - [Train] step: 76899, loss_mpn: 0.058360, loss_rec: 0.058052, loss_semantic: 0.790440, loss_idmrf: 7.700007, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:22:06,948 - INFO - [Train] step: 76999, loss_mpn: 0.059199, loss_rec: 0.044328, loss_semantic: 0.617785, loss_idmrf: 3.315034, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:22:47,362 - INFO - [Eval] step: 76999, bce: 0.137154, psnr: 24.931915, ssim: 0.829332, lpips: 0.179056
+2023-03-23 19:23:22,373 - INFO - [Train] step: 77099, loss_mpn: 0.097957, loss_rec: 0.071360, loss_semantic: 0.733884, loss_idmrf: 8.185528, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:23:55,056 - INFO - [Train] step: 77199, loss_mpn: 0.065824, loss_rec: 0.071777, loss_semantic: 0.833280, loss_idmrf: 9.910998, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:24:27,684 - INFO - [Train] step: 77299, loss_mpn: 0.039445, loss_rec: 0.085244, loss_semantic: 0.979236, loss_idmrf: 8.907225, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:25:00,356 - INFO - [Train] step: 77399, loss_mpn: 0.049673, loss_rec: 0.046094, loss_semantic: 0.678681, loss_idmrf: 6.361536, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:25:33,031 - INFO - [Train] step: 77499, loss_mpn: 0.037200, loss_rec: 0.053476, loss_semantic: 0.595068, loss_idmrf: 6.213803, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:26:05,741 - INFO - [Train] step: 77599, loss_mpn: 0.050687, loss_rec: 0.077355, loss_semantic: 0.803031, loss_idmrf: 8.237248, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:26:38,494 - INFO - [Train] step: 77699, loss_mpn: 0.028640, loss_rec: 0.063504, loss_semantic: 0.704623, loss_idmrf: 9.367018, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:27:11,261 - INFO - [Train] step: 77799, loss_mpn: 0.071822, loss_rec: 0.079815, loss_semantic: 0.781432, loss_idmrf: 10.289616, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:27:44,099 - INFO - [Train] step: 77899, loss_mpn: 0.027823, loss_rec: 0.092845, loss_semantic: 0.838034, loss_idmrf: 6.594568, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:28:16,826 - INFO - [Train] step: 77999, loss_mpn: 0.051616, loss_rec: 0.064969, loss_semantic: 0.788890, loss_idmrf: 5.643340, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:28:57,342 - INFO - [Eval] step: 77999, bce: 0.143541, psnr: 24.806479, ssim: 0.824055, lpips: 0.178407
+2023-03-23 19:29:32,520 - INFO - [Train] step: 78099, loss_mpn: 0.049138, loss_rec: 0.080057, loss_semantic: 0.900862, loss_idmrf: 7.730754, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:30:05,102 - INFO - [Train] step: 78199, loss_mpn: 0.050740, loss_rec: 0.089276, loss_semantic: 0.953922, loss_idmrf: 8.113563, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:30:37,879 - INFO - [Train] step: 78299, loss_mpn: 0.056889, loss_rec: 0.049216, loss_semantic: 0.721374, loss_idmrf: 6.045345, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:31:10,632 - INFO - [Train] step: 78399, loss_mpn: 0.057152, loss_rec: 0.046175, loss_semantic: 0.598094, loss_idmrf: 8.240916, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:31:43,448 - INFO - [Train] step: 78499, loss_mpn: 0.066097, loss_rec: 0.101074, loss_semantic: 0.865227, loss_idmrf: 9.523696, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:32:16,208 - INFO - [Train] step: 78599, loss_mpn: 0.046559, loss_rec: 0.060647, loss_semantic: 0.748176, loss_idmrf: 8.144790, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:32:48,970 - INFO - [Train] step: 78699, loss_mpn: 0.031524, loss_rec: 0.049033, loss_semantic: 0.561389, loss_idmrf: 5.596814, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:33:21,750 - INFO - [Train] step: 78799, loss_mpn: 0.042665, loss_rec: 0.083981, loss_semantic: 0.910794, loss_idmrf: 8.965402, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:33:54,515 - INFO - [Train] step: 78899, loss_mpn: 0.086531, loss_rec: 0.036234, loss_semantic: 0.556504, loss_idmrf: 5.060828, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:34:27,280 - INFO - [Train] step: 78999, loss_mpn: 0.109021, loss_rec: 0.074350, loss_semantic: 0.941703, loss_idmrf: 10.358588, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:35:07,696 - INFO - [Eval] step: 78999, bce: 0.134264, psnr: 24.959433, ssim: 0.829987, lpips: 0.175403
+2023-03-23 19:35:42,698 - INFO - [Train] step: 79099, loss_mpn: 0.032200, loss_rec: 0.039456, loss_semantic: 0.602905, loss_idmrf: 4.461406, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:36:15,370 - INFO - [Train] step: 79199, loss_mpn: 0.068785, loss_rec: 0.067489, loss_semantic: 0.785078, loss_idmrf: 7.760495, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:36:47,942 - INFO - [Train] step: 79299, loss_mpn: 0.055412, loss_rec: 0.072954, loss_semantic: 0.752347, loss_idmrf: 6.640727, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:37:20,490 - INFO - [Train] step: 79399, loss_mpn: 0.045253, loss_rec: 0.072673, loss_semantic: 0.836101, loss_idmrf: 11.400919, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:37:53,071 - INFO - [Train] step: 79499, loss_mpn: 0.105073, loss_rec: 0.069678, loss_semantic: 0.861696, loss_idmrf: 11.176627, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:38:25,609 - INFO - [Train] step: 79599, loss_mpn: 0.052285, loss_rec: 0.049792, loss_semantic: 0.654021, loss_idmrf: 9.641878, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:38:58,140 - INFO - [Train] step: 79699, loss_mpn: 0.083092, loss_rec: 0.100494, loss_semantic: 1.079260, loss_idmrf: 9.785263, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:39:30,648 - INFO - [Train] step: 79799, loss_mpn: 0.024673, loss_rec: 0.060630, loss_semantic: 0.659719, loss_idmrf: 9.015660, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:40:03,232 - INFO - [Train] step: 79899, loss_mpn: 0.041763, loss_rec: 0.095894, loss_semantic: 0.978293, loss_idmrf: 11.412914, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:40:35,845 - INFO - [Train] step: 79999, loss_mpn: 0.113110, loss_rec: 0.040877, loss_semantic: 0.524518, loss_idmrf: 6.102807, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:41:16,415 - INFO - [Eval] step: 79999, bce: 0.151735, psnr: 24.804848, ssim: 0.826188, lpips: 0.176701
+2023-03-23 19:41:51,527 - INFO - [Train] step: 80099, loss_mpn: 0.074956, loss_rec: 0.059495, loss_semantic: 0.661604, loss_idmrf: 8.144562, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:42:24,075 - INFO - [Train] step: 80199, loss_mpn: 0.041695, loss_rec: 0.064814, loss_semantic: 0.787498, loss_idmrf: 9.708481, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:42:56,695 - INFO - [Train] step: 80299, loss_mpn: 0.049407, loss_rec: 0.054118, loss_semantic: 0.625346, loss_idmrf: 6.388767, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:43:29,264 - INFO - [Train] step: 80399, loss_mpn: 0.097631, loss_rec: 0.064627, loss_semantic: 0.855382, loss_idmrf: 8.991022, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:44:01,851 - INFO - [Train] step: 80499, loss_mpn: 0.072343, loss_rec: 0.109125, loss_semantic: 0.925457, loss_idmrf: 10.961832, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:44:34,386 - INFO - [Train] step: 80599, loss_mpn: 0.040961, loss_rec: 0.048982, loss_semantic: 0.755474, loss_idmrf: 7.193059, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:45:06,897 - INFO - [Train] step: 80699, loss_mpn: 0.023209, loss_rec: 0.056963, loss_semantic: 0.614717, loss_idmrf: 4.765339, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:45:39,436 - INFO - [Train] step: 80799, loss_mpn: 0.059487, loss_rec: 0.085016, loss_semantic: 0.928680, loss_idmrf: 15.248310, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:46:12,151 - INFO - [Train] step: 80899, loss_mpn: 0.089922, loss_rec: 0.050897, loss_semantic: 0.720324, loss_idmrf: 7.739278, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:46:44,882 - INFO - [Train] step: 80999, loss_mpn: 0.057213, loss_rec: 0.064791, loss_semantic: 0.749804, loss_idmrf: 6.664824, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:47:25,429 - INFO - [Eval] step: 80999, bce: 0.130845, psnr: 25.009689, ssim: 0.830967, lpips: 0.176113
+2023-03-23 19:48:00,467 - INFO - [Train] step: 81099, loss_mpn: 0.061034, loss_rec: 0.071188, loss_semantic: 0.795667, loss_idmrf: 9.676498, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:48:33,100 - INFO - [Train] step: 81199, loss_mpn: 0.044109, loss_rec: 0.072444, loss_semantic: 0.787203, loss_idmrf: 8.956285, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:49:05,828 - INFO - [Train] step: 81299, loss_mpn: 0.028892, loss_rec: 0.057568, loss_semantic: 0.700350, loss_idmrf: 8.539945, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:49:38,551 - INFO - [Train] step: 81399, loss_mpn: 0.026645, loss_rec: 0.047625, loss_semantic: 0.589757, loss_idmrf: 6.039286, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:50:11,251 - INFO - [Train] step: 81499, loss_mpn: 0.061487, loss_rec: 0.060022, loss_semantic: 0.744473, loss_idmrf: 6.480082, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:50:44,007 - INFO - [Train] step: 81599, loss_mpn: 0.047309, loss_rec: 0.074808, loss_semantic: 0.892508, loss_idmrf: 8.854351, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:51:16,759 - INFO - [Train] step: 81699, loss_mpn: 0.036800, loss_rec: 0.051659, loss_semantic: 0.684337, loss_idmrf: 7.398927, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:51:49,465 - INFO - [Train] step: 81799, loss_mpn: 0.027351, loss_rec: 0.033092, loss_semantic: 0.443200, loss_idmrf: 4.190188, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:52:22,161 - INFO - [Train] step: 81899, loss_mpn: 0.029292, loss_rec: 0.076165, loss_semantic: 0.773716, loss_idmrf: 9.571350, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:52:54,892 - INFO - [Train] step: 81999, loss_mpn: 0.072109, loss_rec: 0.082541, loss_semantic: 0.822317, loss_idmrf: 10.179699, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:53:35,858 - INFO - [Eval] step: 81999, bce: 0.131144, psnr: 25.005846, ssim: 0.830127, lpips: 0.177661
+2023-03-23 19:54:10,904 - INFO - [Train] step: 82099, loss_mpn: 0.029589, loss_rec: 0.073471, loss_semantic: 0.858201, loss_idmrf: 7.911575, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:54:43,503 - INFO - [Train] step: 82199, loss_mpn: 0.058433, loss_rec: 0.080680, loss_semantic: 0.899604, loss_idmrf: 9.589088, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:55:16,074 - INFO - [Train] step: 82299, loss_mpn: 0.027909, loss_rec: 0.071565, loss_semantic: 0.739069, loss_idmrf: 9.871239, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:55:48,827 - INFO - [Train] step: 82399, loss_mpn: 0.177579, loss_rec: 0.061746, loss_semantic: 0.722671, loss_idmrf: 8.210109, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:56:21,557 - INFO - [Train] step: 82499, loss_mpn: 0.026370, loss_rec: 0.065362, loss_semantic: 0.627876, loss_idmrf: 8.187643, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:56:54,265 - INFO - [Train] step: 82599, loss_mpn: 0.034247, loss_rec: 0.100145, loss_semantic: 0.865831, loss_idmrf: 14.276934, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:57:27,047 - INFO - [Train] step: 82699, loss_mpn: 0.092279, loss_rec: 0.088512, loss_semantic: 0.965446, loss_idmrf: 12.199511, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:57:59,816 - INFO - [Train] step: 82799, loss_mpn: 0.028284, loss_rec: 0.037379, loss_semantic: 0.560531, loss_idmrf: 5.282866, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:58:32,593 - INFO - [Train] step: 82899, loss_mpn: 0.036356, loss_rec: 0.056748, loss_semantic: 0.731907, loss_idmrf: 6.280120, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:59:05,395 - INFO - [Train] step: 82999, loss_mpn: 0.048391, loss_rec: 0.060494, loss_semantic: 0.742850, loss_idmrf: 15.316980, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 19:59:46,393 - INFO - [Eval] step: 82999, bce: 0.131992, psnr: 24.865019, ssim: 0.832458, lpips: 0.172810
+2023-03-23 20:00:21,542 - INFO - [Train] step: 83099, loss_mpn: 0.079314, loss_rec: 0.094898, loss_semantic: 1.080610, loss_idmrf: 12.061444, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:00:54,265 - INFO - [Train] step: 83199, loss_mpn: 0.043045, loss_rec: 0.035396, loss_semantic: 0.519389, loss_idmrf: 8.917725, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:01:27,027 - INFO - [Train] step: 83299, loss_mpn: 0.074000, loss_rec: 0.035016, loss_semantic: 0.547389, loss_idmrf: 8.759732, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:01:59,747 - INFO - [Train] step: 83399, loss_mpn: 0.028245, loss_rec: 0.117098, loss_semantic: 0.924492, loss_idmrf: 11.429883, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:02:32,519 - INFO - [Train] step: 83499, loss_mpn: 0.083067, loss_rec: 0.067659, loss_semantic: 0.859792, loss_idmrf: 9.831753, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:03:05,270 - INFO - [Train] step: 83599, loss_mpn: 0.057017, loss_rec: 0.078970, loss_semantic: 0.766798, loss_idmrf: 6.631795, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:03:37,887 - INFO - [Train] step: 83699, loss_mpn: 0.071439, loss_rec: 0.055442, loss_semantic: 0.756054, loss_idmrf: 7.953567, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:04:10,452 - INFO - [Train] step: 83799, loss_mpn: 0.045700, loss_rec: 0.099473, loss_semantic: 0.957874, loss_idmrf: 10.680233, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:04:42,987 - INFO - [Train] step: 83899, loss_mpn: 0.040603, loss_rec: 0.047074, loss_semantic: 0.652971, loss_idmrf: 5.565545, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:05:15,638 - INFO - [Train] step: 83999, loss_mpn: 0.034119, loss_rec: 0.054688, loss_semantic: 0.662488, loss_idmrf: 8.974598, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:05:56,454 - INFO - [Eval] step: 83999, bce: 0.136019, psnr: 24.914677, ssim: 0.831468, lpips: 0.173581
+2023-03-23 20:06:31,718 - INFO - [Train] step: 84099, loss_mpn: 0.034586, loss_rec: 0.048234, loss_semantic: 0.671929, loss_idmrf: 7.040240, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:07:04,291 - INFO - [Train] step: 84199, loss_mpn: 0.051756, loss_rec: 0.103206, loss_semantic: 0.994571, loss_idmrf: 9.456537, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:07:36,956 - INFO - [Train] step: 84299, loss_mpn: 0.059372, loss_rec: 0.065065, loss_semantic: 0.832635, loss_idmrf: 9.170132, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:08:09,647 - INFO - [Train] step: 84399, loss_mpn: 0.108265, loss_rec: 0.059229, loss_semantic: 0.735555, loss_idmrf: 9.656925, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:08:42,373 - INFO - [Train] step: 84499, loss_mpn: 0.035999, loss_rec: 0.049628, loss_semantic: 0.667156, loss_idmrf: 7.116773, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:09:15,130 - INFO - [Train] step: 84599, loss_mpn: 0.033324, loss_rec: 0.080352, loss_semantic: 0.703873, loss_idmrf: 8.217876, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:09:47,844 - INFO - [Train] step: 84699, loss_mpn: 0.060608, loss_rec: 0.078623, loss_semantic: 0.888300, loss_idmrf: 9.904146, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:10:20,611 - INFO - [Train] step: 84799, loss_mpn: 0.026054, loss_rec: 0.067192, loss_semantic: 0.779253, loss_idmrf: 8.366468, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:10:53,390 - INFO - [Train] step: 84899, loss_mpn: 0.027020, loss_rec: 0.070189, loss_semantic: 0.724828, loss_idmrf: 10.296719, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:11:26,107 - INFO - [Train] step: 84999, loss_mpn: 0.033902, loss_rec: 0.042360, loss_semantic: 0.583609, loss_idmrf: 5.208986, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:12:06,767 - INFO - [Eval] step: 84999, bce: 0.129067, psnr: 25.139196, ssim: 0.832565, lpips: 0.174051
+2023-03-23 20:12:42,355 - INFO - [Train] step: 85099, loss_mpn: 0.026454, loss_rec: 0.044147, loss_semantic: 0.612988, loss_idmrf: 5.687331, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:13:14,978 - INFO - [Train] step: 85199, loss_mpn: 0.038634, loss_rec: 0.056326, loss_semantic: 0.576004, loss_idmrf: 5.133649, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:13:47,618 - INFO - [Train] step: 85299, loss_mpn: 0.060326, loss_rec: 0.099350, loss_semantic: 0.947934, loss_idmrf: 14.554163, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:14:20,321 - INFO - [Train] step: 85399, loss_mpn: 0.038718, loss_rec: 0.063258, loss_semantic: 0.722341, loss_idmrf: 9.461084, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:14:53,069 - INFO - [Train] step: 85499, loss_mpn: 0.082273, loss_rec: 0.061903, loss_semantic: 0.796937, loss_idmrf: 10.716434, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:15:25,663 - INFO - [Train] step: 85599, loss_mpn: 0.063578, loss_rec: 0.086086, loss_semantic: 0.914902, loss_idmrf: 12.534521, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:15:58,344 - INFO - [Train] step: 85699, loss_mpn: 0.033239, loss_rec: 0.039618, loss_semantic: 0.557591, loss_idmrf: 7.817149, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:16:31,047 - INFO - [Train] step: 85799, loss_mpn: 0.029540, loss_rec: 0.048880, loss_semantic: 0.691729, loss_idmrf: 7.473927, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:17:03,778 - INFO - [Train] step: 85899, loss_mpn: 0.040338, loss_rec: 0.038612, loss_semantic: 0.548889, loss_idmrf: 4.588539, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:17:36,403 - INFO - [Train] step: 85999, loss_mpn: 0.056815, loss_rec: 0.057266, loss_semantic: 0.756262, loss_idmrf: 10.009013, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:18:17,191 - INFO - [Eval] step: 85999, bce: 0.140554, psnr: 24.908356, ssim: 0.830652, lpips: 0.174848
+2023-03-23 20:18:52,593 - INFO - [Train] step: 86099, loss_mpn: 0.068828, loss_rec: 0.061509, loss_semantic: 0.770502, loss_idmrf: 7.751296, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:19:25,277 - INFO - [Train] step: 86199, loss_mpn: 0.024328, loss_rec: 0.073001, loss_semantic: 0.723904, loss_idmrf: 7.249386, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:19:57,956 - INFO - [Train] step: 86299, loss_mpn: 0.024732, loss_rec: 0.032430, loss_semantic: 0.448445, loss_idmrf: 4.755808, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:20:30,540 - INFO - [Train] step: 86399, loss_mpn: 0.076969, loss_rec: 0.088101, loss_semantic: 0.985072, loss_idmrf: 8.671078, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:21:03,159 - INFO - [Train] step: 86499, loss_mpn: 0.057583, loss_rec: 0.085281, loss_semantic: 0.872567, loss_idmrf: 8.766319, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:21:35,841 - INFO - [Train] step: 86599, loss_mpn: 0.031781, loss_rec: 0.038636, loss_semantic: 0.518936, loss_idmrf: 5.674909, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:22:08,434 - INFO - [Train] step: 86699, loss_mpn: 0.036495, loss_rec: 0.076016, loss_semantic: 0.854364, loss_idmrf: 7.230368, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:22:41,063 - INFO - [Train] step: 86799, loss_mpn: 0.029676, loss_rec: 0.063819, loss_semantic: 0.659797, loss_idmrf: 7.596309, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:23:13,729 - INFO - [Train] step: 86899, loss_mpn: 0.038672, loss_rec: 0.056079, loss_semantic: 0.669845, loss_idmrf: 6.627868, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:23:46,413 - INFO - [Train] step: 86999, loss_mpn: 0.055527, loss_rec: 0.050600, loss_semantic: 0.661878, loss_idmrf: 7.345148, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:24:26,919 - INFO - [Eval] step: 86999, bce: 0.121576, psnr: 25.077196, ssim: 0.832620, lpips: 0.173843
+2023-03-23 20:25:02,204 - INFO - [Train] step: 87099, loss_mpn: 0.048191, loss_rec: 0.054112, loss_semantic: 0.710109, loss_idmrf: 7.765821, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:25:34,961 - INFO - [Train] step: 87199, loss_mpn: 0.095499, loss_rec: 0.062357, loss_semantic: 0.784018, loss_idmrf: 7.038723, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:26:07,724 - INFO - [Train] step: 87299, loss_mpn: 0.036660, loss_rec: 0.075653, loss_semantic: 0.783322, loss_idmrf: 8.762814, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:26:40,456 - INFO - [Train] step: 87399, loss_mpn: 0.064957, loss_rec: 0.049323, loss_semantic: 0.668821, loss_idmrf: 5.970666, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:27:13,264 - INFO - [Train] step: 87499, loss_mpn: 0.066093, loss_rec: 0.132175, loss_semantic: 1.214997, loss_idmrf: 13.493196, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:27:46,012 - INFO - [Train] step: 87599, loss_mpn: 0.028527, loss_rec: 0.067264, loss_semantic: 0.771533, loss_idmrf: 6.941807, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:28:18,758 - INFO - [Train] step: 87699, loss_mpn: 0.042140, loss_rec: 0.089040, loss_semantic: 0.995967, loss_idmrf: 11.320272, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:28:51,425 - INFO - [Train] step: 87799, loss_mpn: 0.085748, loss_rec: 0.061424, loss_semantic: 0.791335, loss_idmrf: 12.113761, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:29:24,070 - INFO - [Train] step: 87899, loss_mpn: 0.059852, loss_rec: 0.041894, loss_semantic: 0.584641, loss_idmrf: 8.141951, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:29:56,753 - INFO - [Train] step: 87999, loss_mpn: 0.100094, loss_rec: 0.095023, loss_semantic: 0.936137, loss_idmrf: 11.281706, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:30:37,099 - INFO - [Eval] step: 87999, bce: 0.122127, psnr: 25.042034, ssim: 0.833265, lpips: 0.172991
+2023-03-23 20:31:12,065 - INFO - [Train] step: 88099, loss_mpn: 0.050129, loss_rec: 0.064887, loss_semantic: 0.734342, loss_idmrf: 7.755495, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:31:44,577 - INFO - [Train] step: 88199, loss_mpn: 0.076367, loss_rec: 0.063513, loss_semantic: 0.783040, loss_idmrf: 8.878386, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:32:17,093 - INFO - [Train] step: 88299, loss_mpn: 0.040786, loss_rec: 0.062301, loss_semantic: 0.727937, loss_idmrf: 8.182422, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:32:49,546 - INFO - [Train] step: 88399, loss_mpn: 0.043350, loss_rec: 0.057902, loss_semantic: 0.679398, loss_idmrf: 5.270325, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:33:22,130 - INFO - [Train] step: 88499, loss_mpn: 0.071744, loss_rec: 0.111212, loss_semantic: 1.051182, loss_idmrf: 11.354536, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:33:54,687 - INFO - [Train] step: 88599, loss_mpn: 0.053446, loss_rec: 0.056416, loss_semantic: 0.656858, loss_idmrf: 8.526248, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:34:27,232 - INFO - [Train] step: 88699, loss_mpn: 0.031504, loss_rec: 0.043715, loss_semantic: 0.594031, loss_idmrf: 4.566508, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:34:59,809 - INFO - [Train] step: 88799, loss_mpn: 0.056874, loss_rec: 0.068569, loss_semantic: 0.900301, loss_idmrf: 9.603958, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:35:32,355 - INFO - [Train] step: 88899, loss_mpn: 0.036820, loss_rec: 0.074000, loss_semantic: 0.821097, loss_idmrf: 10.697079, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:36:05,015 - INFO - [Train] step: 88999, loss_mpn: 0.022455, loss_rec: 0.053696, loss_semantic: 0.626527, loss_idmrf: 5.175536, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:36:45,451 - INFO - [Eval] step: 88999, bce: 0.120545, psnr: 25.133856, ssim: 0.834492, lpips: 0.171188
+2023-03-23 20:37:20,500 - INFO - [Train] step: 89099, loss_mpn: 0.036451, loss_rec: 0.064062, loss_semantic: 0.803113, loss_idmrf: 6.592419, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:37:53,255 - INFO - [Train] step: 89199, loss_mpn: 0.053602, loss_rec: 0.074214, loss_semantic: 0.861622, loss_idmrf: 12.010853, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:38:25,909 - INFO - [Train] step: 89299, loss_mpn: 0.108198, loss_rec: 0.073662, loss_semantic: 0.790759, loss_idmrf: 10.192799, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:38:58,659 - INFO - [Train] step: 89399, loss_mpn: 0.037070, loss_rec: 0.087680, loss_semantic: 0.897818, loss_idmrf: 14.025331, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:39:31,495 - INFO - [Train] step: 89499, loss_mpn: 0.053109, loss_rec: 0.058543, loss_semantic: 0.670778, loss_idmrf: 5.348750, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:40:04,418 - INFO - [Train] step: 89599, loss_mpn: 0.037090, loss_rec: 0.073541, loss_semantic: 0.806764, loss_idmrf: 9.053560, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:40:37,275 - INFO - [Train] step: 89699, loss_mpn: 0.057007, loss_rec: 0.047894, loss_semantic: 0.659879, loss_idmrf: 7.985694, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:41:09,945 - INFO - [Train] step: 89799, loss_mpn: 0.030849, loss_rec: 0.084518, loss_semantic: 0.721676, loss_idmrf: 8.959852, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:41:42,610 - INFO - [Train] step: 89899, loss_mpn: 0.073309, loss_rec: 0.071844, loss_semantic: 0.870019, loss_idmrf: 11.351515, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:42:15,206 - INFO - [Train] step: 89999, loss_mpn: 0.051453, loss_rec: 0.050992, loss_semantic: 0.701686, loss_idmrf: 8.443047, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:42:55,642 - INFO - [Eval] step: 89999, bce: 0.127301, psnr: 24.881142, ssim: 0.833839, lpips: 0.169707
+2023-03-23 20:43:30,743 - INFO - [Train] step: 90099, loss_mpn: 0.025720, loss_rec: 0.046184, loss_semantic: 0.582462, loss_idmrf: 7.690836, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:44:03,420 - INFO - [Train] step: 90199, loss_mpn: 0.047606, loss_rec: 0.100988, loss_semantic: 0.948135, loss_idmrf: 12.272086, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:44:36,048 - INFO - [Train] step: 90299, loss_mpn: 0.058338, loss_rec: 0.066030, loss_semantic: 0.789820, loss_idmrf: 8.756998, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:45:08,773 - INFO - [Train] step: 90399, loss_mpn: 0.034842, loss_rec: 0.025516, loss_semantic: 0.412922, loss_idmrf: 6.818189, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:45:41,460 - INFO - [Train] step: 90499, loss_mpn: 0.023960, loss_rec: 0.038678, loss_semantic: 0.563964, loss_idmrf: 3.953943, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:46:14,210 - INFO - [Train] step: 90599, loss_mpn: 0.069655, loss_rec: 0.054954, loss_semantic: 0.784244, loss_idmrf: 10.299918, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:46:46,961 - INFO - [Train] step: 90699, loss_mpn: 0.027458, loss_rec: 0.042410, loss_semantic: 0.611283, loss_idmrf: 4.539002, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:47:19,721 - INFO - [Train] step: 90799, loss_mpn: 0.045112, loss_rec: 0.081269, loss_semantic: 0.930559, loss_idmrf: 10.245390, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:47:52,527 - INFO - [Train] step: 90899, loss_mpn: 0.039485, loss_rec: 0.091416, loss_semantic: 0.897493, loss_idmrf: 11.742457, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:48:25,300 - INFO - [Train] step: 90999, loss_mpn: 0.029121, loss_rec: 0.048650, loss_semantic: 0.600997, loss_idmrf: 6.190968, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:49:05,912 - INFO - [Eval] step: 90999, bce: 0.127739, psnr: 25.198996, ssim: 0.832425, lpips: 0.173641
+2023-03-23 20:49:41,148 - INFO - [Train] step: 91099, loss_mpn: 0.075058, loss_rec: 0.074812, loss_semantic: 0.857107, loss_idmrf: 9.893496, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:50:13,911 - INFO - [Train] step: 91199, loss_mpn: 0.163630, loss_rec: 0.077936, loss_semantic: 0.900777, loss_idmrf: 11.215278, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:50:46,739 - INFO - [Train] step: 91299, loss_mpn: 0.084248, loss_rec: 0.052494, loss_semantic: 0.782054, loss_idmrf: 9.306198, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:51:19,546 - INFO - [Train] step: 91399, loss_mpn: 0.092897, loss_rec: 0.045112, loss_semantic: 0.613416, loss_idmrf: 6.018113, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:51:52,313 - INFO - [Train] step: 91499, loss_mpn: 0.036272, loss_rec: 0.048724, loss_semantic: 0.621571, loss_idmrf: 8.669853, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:52:25,078 - INFO - [Train] step: 91599, loss_mpn: 0.038561, loss_rec: 0.033554, loss_semantic: 0.514107, loss_idmrf: 3.805155, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:52:57,863 - INFO - [Train] step: 91699, loss_mpn: 0.039154, loss_rec: 0.038476, loss_semantic: 0.578425, loss_idmrf: 4.949780, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:53:30,663 - INFO - [Train] step: 91799, loss_mpn: 0.034505, loss_rec: 0.070040, loss_semantic: 0.769322, loss_idmrf: 12.646746, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:54:03,432 - INFO - [Train] step: 91899, loss_mpn: 0.067236, loss_rec: 0.052705, loss_semantic: 0.732405, loss_idmrf: 13.278134, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:54:36,273 - INFO - [Train] step: 91999, loss_mpn: 0.018810, loss_rec: 0.052471, loss_semantic: 0.602409, loss_idmrf: 7.659239, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:55:16,934 - INFO - [Eval] step: 91999, bce: 0.123877, psnr: 25.017784, ssim: 0.834142, lpips: 0.173002
+2023-03-23 20:55:52,250 - INFO - [Train] step: 92099, loss_mpn: 0.087043, loss_rec: 0.070205, loss_semantic: 0.816831, loss_idmrf: 8.467781, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:56:25,030 - INFO - [Train] step: 92199, loss_mpn: 0.046852, loss_rec: 0.053841, loss_semantic: 0.700130, loss_idmrf: 7.775919, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:56:57,888 - INFO - [Train] step: 92299, loss_mpn: 0.031286, loss_rec: 0.059048, loss_semantic: 0.654307, loss_idmrf: 7.268688, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:57:30,730 - INFO - [Train] step: 92399, loss_mpn: 0.046537, loss_rec: 0.059125, loss_semantic: 0.671317, loss_idmrf: 7.088453, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:58:03,547 - INFO - [Train] step: 92499, loss_mpn: 0.080852, loss_rec: 0.076867, loss_semantic: 0.870652, loss_idmrf: 12.626459, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:58:36,418 - INFO - [Train] step: 92599, loss_mpn: 0.064753, loss_rec: 0.067798, loss_semantic: 0.798798, loss_idmrf: 6.554481, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:59:09,342 - INFO - [Train] step: 92699, loss_mpn: 0.023981, loss_rec: 0.066282, loss_semantic: 0.645940, loss_idmrf: 8.675252, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 20:59:42,141 - INFO - [Train] step: 92799, loss_mpn: 0.016635, loss_rec: 0.062405, loss_semantic: 0.640845, loss_idmrf: 8.664687, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:00:14,945 - INFO - [Train] step: 92899, loss_mpn: 0.046179, loss_rec: 0.036122, loss_semantic: 0.471190, loss_idmrf: 3.174561, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:00:47,833 - INFO - [Train] step: 92999, loss_mpn: 0.024885, loss_rec: 0.044138, loss_semantic: 0.619010, loss_idmrf: 6.369385, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:01:28,499 - INFO - [Eval] step: 92999, bce: 0.115924, psnr: 25.091732, ssim: 0.834424, lpips: 0.173595
+2023-03-23 21:02:03,738 - INFO - [Train] step: 93099, loss_mpn: 0.030621, loss_rec: 0.049718, loss_semantic: 0.632330, loss_idmrf: 5.157719, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:02:36,460 - INFO - [Train] step: 93199, loss_mpn: 0.042646, loss_rec: 0.107158, loss_semantic: 1.121743, loss_idmrf: 11.503173, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:03:09,357 - INFO - [Train] step: 93299, loss_mpn: 0.146167, loss_rec: 0.107251, loss_semantic: 0.897488, loss_idmrf: 10.534967, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:03:42,270 - INFO - [Train] step: 93399, loss_mpn: 0.039927, loss_rec: 0.109330, loss_semantic: 1.084708, loss_idmrf: 11.124968, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:04:15,089 - INFO - [Train] step: 93499, loss_mpn: 0.041760, loss_rec: 0.040136, loss_semantic: 0.576497, loss_idmrf: 7.877867, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:04:47,936 - INFO - [Train] step: 93599, loss_mpn: 0.026595, loss_rec: 0.050159, loss_semantic: 0.632019, loss_idmrf: 4.594600, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:05:20,810 - INFO - [Train] step: 93699, loss_mpn: 0.082338, loss_rec: 0.083032, loss_semantic: 0.930565, loss_idmrf: 10.953101, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:05:53,660 - INFO - [Train] step: 93799, loss_mpn: 0.175096, loss_rec: 0.112043, loss_semantic: 0.995233, loss_idmrf: 13.283453, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:06:26,488 - INFO - [Train] step: 93899, loss_mpn: 0.023930, loss_rec: 0.053987, loss_semantic: 0.713611, loss_idmrf: 11.281050, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:06:59,290 - INFO - [Train] step: 93999, loss_mpn: 0.069629, loss_rec: 0.045925, loss_semantic: 0.627484, loss_idmrf: 8.639647, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:07:39,867 - INFO - [Eval] step: 93999, bce: 0.121751, psnr: 25.194206, ssim: 0.833476, lpips: 0.170209
+2023-03-23 21:08:15,182 - INFO - [Train] step: 94099, loss_mpn: 0.074121, loss_rec: 0.081261, loss_semantic: 0.847206, loss_idmrf: 8.749796, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:08:48,052 - INFO - [Train] step: 94199, loss_mpn: 0.036178, loss_rec: 0.084218, loss_semantic: 0.886457, loss_idmrf: 6.811931, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:09:20,982 - INFO - [Train] step: 94299, loss_mpn: 0.013468, loss_rec: 0.037088, loss_semantic: 0.474235, loss_idmrf: 2.517713, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:09:53,978 - INFO - [Train] step: 94399, loss_mpn: 0.028398, loss_rec: 0.077000, loss_semantic: 0.778122, loss_idmrf: 8.408527, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:10:26,827 - INFO - [Train] step: 94499, loss_mpn: 0.056620, loss_rec: 0.056352, loss_semantic: 0.685626, loss_idmrf: 10.829455, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:10:59,632 - INFO - [Train] step: 94599, loss_mpn: 0.205411, loss_rec: 0.072301, loss_semantic: 0.877414, loss_idmrf: 12.075300, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:11:32,588 - INFO - [Train] step: 94699, loss_mpn: 0.046002, loss_rec: 0.074636, loss_semantic: 0.750127, loss_idmrf: 8.175005, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:12:05,458 - INFO - [Train] step: 94799, loss_mpn: 0.041640, loss_rec: 0.086116, loss_semantic: 0.885756, loss_idmrf: 8.678839, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:12:38,462 - INFO - [Train] step: 94899, loss_mpn: 0.028799, loss_rec: 0.028633, loss_semantic: 0.464286, loss_idmrf: 3.595981, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:13:11,428 - INFO - [Train] step: 94999, loss_mpn: 0.044338, loss_rec: 0.037608, loss_semantic: 0.561944, loss_idmrf: 6.289929, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:13:52,443 - INFO - [Eval] step: 94999, bce: 0.111831, psnr: 25.212761, ssim: 0.835441, lpips: 0.173000
+2023-03-23 21:14:27,905 - INFO - [Train] step: 95099, loss_mpn: 0.064558, loss_rec: 0.046326, loss_semantic: 0.576033, loss_idmrf: 6.851971, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:15:00,729 - INFO - [Train] step: 95199, loss_mpn: 0.082476, loss_rec: 0.083753, loss_semantic: 0.858257, loss_idmrf: 8.360106, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:15:33,636 - INFO - [Train] step: 95299, loss_mpn: 0.036551, loss_rec: 0.082547, loss_semantic: 0.843630, loss_idmrf: 7.775277, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:16:06,535 - INFO - [Train] step: 95399, loss_mpn: 0.110091, loss_rec: 0.075594, loss_semantic: 0.903395, loss_idmrf: 10.858340, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:16:39,410 - INFO - [Train] step: 95499, loss_mpn: 0.072532, loss_rec: 0.070609, loss_semantic: 0.855295, loss_idmrf: 8.904978, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:17:12,355 - INFO - [Train] step: 95599, loss_mpn: 0.040597, loss_rec: 0.108659, loss_semantic: 0.962642, loss_idmrf: 10.131552, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:17:45,313 - INFO - [Train] step: 95699, loss_mpn: 0.053856, loss_rec: 0.049013, loss_semantic: 0.634383, loss_idmrf: 8.540133, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:18:18,268 - INFO - [Train] step: 95799, loss_mpn: 0.036223, loss_rec: 0.083145, loss_semantic: 0.804032, loss_idmrf: 8.391769, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:18:51,129 - INFO - [Train] step: 95899, loss_mpn: 0.023531, loss_rec: 0.037887, loss_semantic: 0.518390, loss_idmrf: 6.415782, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:19:24,023 - INFO - [Train] step: 95999, loss_mpn: 0.101701, loss_rec: 0.100999, loss_semantic: 0.965469, loss_idmrf: 11.140192, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:20:04,808 - INFO - [Eval] step: 95999, bce: 0.116276, psnr: 25.236584, ssim: 0.835184, lpips: 0.169584
+2023-03-23 21:20:40,092 - INFO - [Train] step: 96099, loss_mpn: 0.043188, loss_rec: 0.036441, loss_semantic: 0.525891, loss_idmrf: 6.013883, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:21:12,981 - INFO - [Train] step: 96199, loss_mpn: 0.066660, loss_rec: 0.054306, loss_semantic: 0.693060, loss_idmrf: 7.505670, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:21:45,859 - INFO - [Train] step: 96299, loss_mpn: 0.029279, loss_rec: 0.045620, loss_semantic: 0.611242, loss_idmrf: 7.142313, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:22:18,717 - INFO - [Train] step: 96399, loss_mpn: 0.057658, loss_rec: 0.059893, loss_semantic: 0.715651, loss_idmrf: 7.156292, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:22:51,491 - INFO - [Train] step: 96499, loss_mpn: 0.090452, loss_rec: 0.082412, loss_semantic: 0.782845, loss_idmrf: 11.222306, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:23:24,257 - INFO - [Train] step: 96599, loss_mpn: 0.050248, loss_rec: 0.072417, loss_semantic: 0.776363, loss_idmrf: 11.587637, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:23:57,026 - INFO - [Train] step: 96699, loss_mpn: 0.054202, loss_rec: 0.066916, loss_semantic: 0.760126, loss_idmrf: 6.978621, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:24:29,772 - INFO - [Train] step: 96799, loss_mpn: 0.042140, loss_rec: 0.067407, loss_semantic: 0.784873, loss_idmrf: 7.375747, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:25:02,537 - INFO - [Train] step: 96899, loss_mpn: 0.022918, loss_rec: 0.064067, loss_semantic: 0.756035, loss_idmrf: 9.561814, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:25:35,372 - INFO - [Train] step: 96999, loss_mpn: 0.025978, loss_rec: 0.070707, loss_semantic: 0.750154, loss_idmrf: 9.840105, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:26:15,967 - INFO - [Eval] step: 96999, bce: 0.113987, psnr: 25.264729, ssim: 0.837183, lpips: 0.171040
+2023-03-23 21:26:51,289 - INFO - [Train] step: 97099, loss_mpn: 0.030081, loss_rec: 0.047459, loss_semantic: 0.630747, loss_idmrf: 10.023006, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:27:24,033 - INFO - [Train] step: 97199, loss_mpn: 0.042205, loss_rec: 0.068431, loss_semantic: 0.772884, loss_idmrf: 7.549448, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:27:56,825 - INFO - [Train] step: 97299, loss_mpn: 0.033452, loss_rec: 0.042120, loss_semantic: 0.584767, loss_idmrf: 8.301313, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:28:29,596 - INFO - [Train] step: 97399, loss_mpn: 0.063434, loss_rec: 0.075600, loss_semantic: 0.821167, loss_idmrf: 7.773051, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:29:02,476 - INFO - [Train] step: 97499, loss_mpn: 0.048794, loss_rec: 0.081192, loss_semantic: 0.816532, loss_idmrf: 8.583176, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:29:35,331 - INFO - [Train] step: 97599, loss_mpn: 0.051440, loss_rec: 0.080867, loss_semantic: 0.812101, loss_idmrf: 9.953745, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:30:08,149 - INFO - [Train] step: 97699, loss_mpn: 0.055301, loss_rec: 0.088074, loss_semantic: 0.982919, loss_idmrf: 13.250579, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:30:40,920 - INFO - [Train] step: 97799, loss_mpn: 0.055845, loss_rec: 0.058019, loss_semantic: 0.706702, loss_idmrf: 6.141575, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:31:13,758 - INFO - [Train] step: 97899, loss_mpn: 0.041516, loss_rec: 0.046922, loss_semantic: 0.559458, loss_idmrf: 11.459602, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:31:46,593 - INFO - [Train] step: 97999, loss_mpn: 0.036653, loss_rec: 0.055363, loss_semantic: 0.624050, loss_idmrf: 6.279216, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:32:27,267 - INFO - [Eval] step: 97999, bce: 0.123343, psnr: 24.968330, ssim: 0.836191, lpips: 0.170866
+2023-03-23 21:33:02,538 - INFO - [Train] step: 98099, loss_mpn: 0.032375, loss_rec: 0.116387, loss_semantic: 1.101800, loss_idmrf: 11.615189, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:33:35,253 - INFO - [Train] step: 98199, loss_mpn: 0.064905, loss_rec: 0.074010, loss_semantic: 0.871303, loss_idmrf: 8.424040, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:34:08,058 - INFO - [Train] step: 98299, loss_mpn: 0.042592, loss_rec: 0.072349, loss_semantic: 0.880391, loss_idmrf: 8.307444, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:34:40,676 - INFO - [Train] step: 98399, loss_mpn: 0.049338, loss_rec: 0.083327, loss_semantic: 0.854082, loss_idmrf: 8.132487, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:35:13,399 - INFO - [Train] step: 98499, loss_mpn: 0.039259, loss_rec: 0.060365, loss_semantic: 0.756458, loss_idmrf: 9.477436, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:35:46,174 - INFO - [Train] step: 98599, loss_mpn: 0.056574, loss_rec: 0.050967, loss_semantic: 0.754047, loss_idmrf: 8.445391, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:36:18,943 - INFO - [Train] step: 98699, loss_mpn: 0.053230, loss_rec: 0.040135, loss_semantic: 0.542497, loss_idmrf: 4.203908, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:36:51,685 - INFO - [Train] step: 98799, loss_mpn: 0.082522, loss_rec: 0.057472, loss_semantic: 0.696947, loss_idmrf: 12.159718, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:37:24,454 - INFO - [Train] step: 98899, loss_mpn: 0.054283, loss_rec: 0.117612, loss_semantic: 1.099771, loss_idmrf: 11.615082, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:37:57,358 - INFO - [Train] step: 98999, loss_mpn: 0.075628, loss_rec: 0.088158, loss_semantic: 0.868467, loss_idmrf: 8.544290, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:38:38,048 - INFO - [Eval] step: 98999, bce: 0.117007, psnr: 25.158274, ssim: 0.835612, lpips: 0.171858
+2023-03-23 21:39:13,375 - INFO - [Train] step: 99099, loss_mpn: 0.034366, loss_rec: 0.055193, loss_semantic: 0.660708, loss_idmrf: 6.203781, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:39:46,126 - INFO - [Train] step: 99199, loss_mpn: 0.044645, loss_rec: 0.047610, loss_semantic: 0.615357, loss_idmrf: 8.859583, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:40:18,972 - INFO - [Train] step: 99299, loss_mpn: 0.071880, loss_rec: 0.078752, loss_semantic: 0.787242, loss_idmrf: 9.960637, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:40:51,936 - INFO - [Train] step: 99399, loss_mpn: 0.099436, loss_rec: 0.094853, loss_semantic: 0.994470, loss_idmrf: 13.731765, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:41:24,832 - INFO - [Train] step: 99499, loss_mpn: 0.064381, loss_rec: 0.066995, loss_semantic: 0.813512, loss_idmrf: 12.087330, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:41:57,697 - INFO - [Train] step: 99599, loss_mpn: 0.046314, loss_rec: 0.057735, loss_semantic: 0.743379, loss_idmrf: 8.822023, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:42:30,454 - INFO - [Train] step: 99699, loss_mpn: 0.078687, loss_rec: 0.053953, loss_semantic: 0.743026, loss_idmrf: 9.607840, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:43:03,222 - INFO - [Train] step: 99799, loss_mpn: 0.077125, loss_rec: 0.066325, loss_semantic: 0.874122, loss_idmrf: 9.454792, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:43:35,762 - INFO - [Train] step: 99899, loss_mpn: 0.043781, loss_rec: 0.050796, loss_semantic: 0.695918, loss_idmrf: 7.830404, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:44:08,447 - INFO - [Train] step: 99999, loss_mpn: 0.038879, loss_rec: 0.061191, loss_semantic: 0.685046, loss_idmrf: 6.903998, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:44:48,833 - INFO - [Eval] step: 99999, bce: 0.110102, psnr: 25.291204, ssim: 0.837520, lpips: 0.170345
+2023-03-23 21:45:23,797 - INFO - [Train] step: 100099, loss_mpn: 0.022591, loss_rec: 0.070233, loss_semantic: 0.696814, loss_idmrf: 10.671416, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:45:56,356 - INFO - [Train] step: 100199, loss_mpn: 0.070370, loss_rec: 0.104318, loss_semantic: 0.998192, loss_idmrf: 11.364035, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:46:29,070 - INFO - [Train] step: 100299, loss_mpn: 0.106118, loss_rec: 0.106163, loss_semantic: 0.878631, loss_idmrf: 9.239077, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:47:01,748 - INFO - [Train] step: 100399, loss_mpn: 0.030864, loss_rec: 0.056634, loss_semantic: 0.673004, loss_idmrf: 6.644600, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:47:34,438 - INFO - [Train] step: 100499, loss_mpn: 0.055202, loss_rec: 0.090025, loss_semantic: 0.930212, loss_idmrf: 12.783541, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:48:07,262 - INFO - [Train] step: 100599, loss_mpn: 0.037984, loss_rec: 0.067712, loss_semantic: 0.877991, loss_idmrf: 11.093243, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:48:40,098 - INFO - [Train] step: 100699, loss_mpn: 0.025819, loss_rec: 0.047654, loss_semantic: 0.595688, loss_idmrf: 4.142583, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:49:12,817 - INFO - [Train] step: 100799, loss_mpn: 0.030995, loss_rec: 0.067944, loss_semantic: 0.688780, loss_idmrf: 9.182402, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:49:45,545 - INFO - [Train] step: 100899, loss_mpn: 0.075341, loss_rec: 0.083190, loss_semantic: 0.850101, loss_idmrf: 11.422651, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:50:18,165 - INFO - [Train] step: 100999, loss_mpn: 0.031632, loss_rec: 0.094474, loss_semantic: 0.819034, loss_idmrf: 9.686452, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:50:58,406 - INFO - [Eval] step: 100999, bce: 0.110913, psnr: 25.267113, ssim: 0.836989, lpips: 0.170972
+2023-03-23 21:51:33,427 - INFO - [Train] step: 101099, loss_mpn: 0.039751, loss_rec: 0.082400, loss_semantic: 1.005065, loss_idmrf: 11.574661, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:52:06,001 - INFO - [Train] step: 101199, loss_mpn: 0.048571, loss_rec: 0.054764, loss_semantic: 0.733181, loss_idmrf: 7.256343, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:52:38,676 - INFO - [Train] step: 101299, loss_mpn: 0.047749, loss_rec: 0.079374, loss_semantic: 0.880475, loss_idmrf: 8.469644, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:53:11,388 - INFO - [Train] step: 101399, loss_mpn: 0.027801, loss_rec: 0.073910, loss_semantic: 0.804391, loss_idmrf: 7.946830, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:53:44,090 - INFO - [Train] step: 101499, loss_mpn: 0.035705, loss_rec: 0.055983, loss_semantic: 0.662923, loss_idmrf: 8.884220, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:54:16,814 - INFO - [Train] step: 101599, loss_mpn: 0.033829, loss_rec: 0.040186, loss_semantic: 0.534704, loss_idmrf: 6.998109, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:54:49,551 - INFO - [Train] step: 101699, loss_mpn: 0.044858, loss_rec: 0.049317, loss_semantic: 0.699674, loss_idmrf: 7.497913, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:55:22,070 - INFO - [Train] step: 101799, loss_mpn: 0.035536, loss_rec: 0.074174, loss_semantic: 0.867325, loss_idmrf: 9.592094, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:55:54,567 - INFO - [Train] step: 101899, loss_mpn: 0.039679, loss_rec: 0.086519, loss_semantic: 0.917265, loss_idmrf: 8.118807, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:56:26,954 - INFO - [Train] step: 101999, loss_mpn: 0.046602, loss_rec: 0.043492, loss_semantic: 0.632840, loss_idmrf: 8.308582, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:57:07,170 - INFO - [Eval] step: 101999, bce: 0.109971, psnr: 25.167011, ssim: 0.834272, lpips: 0.167056
+2023-03-23 21:57:41,990 - INFO - [Train] step: 102099, loss_mpn: 0.062381, loss_rec: 0.093275, loss_semantic: 0.876145, loss_idmrf: 9.893816, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:58:14,329 - INFO - [Train] step: 102199, loss_mpn: 0.054104, loss_rec: 0.055529, loss_semantic: 0.623966, loss_idmrf: 7.450402, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:58:46,791 - INFO - [Train] step: 102299, loss_mpn: 0.030598, loss_rec: 0.043107, loss_semantic: 0.592980, loss_idmrf: 6.635580, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:59:19,312 - INFO - [Train] step: 102399, loss_mpn: 0.024359, loss_rec: 0.087289, loss_semantic: 0.890765, loss_idmrf: 9.731181, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 21:59:51,818 - INFO - [Train] step: 102499, loss_mpn: 0.025655, loss_rec: 0.063492, loss_semantic: 0.686464, loss_idmrf: 4.780365, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:00:24,346 - INFO - [Train] step: 102599, loss_mpn: 0.050630, loss_rec: 0.129616, loss_semantic: 1.137996, loss_idmrf: 9.895719, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:00:57,047 - INFO - [Train] step: 102699, loss_mpn: 0.036792, loss_rec: 0.030030, loss_semantic: 0.485719, loss_idmrf: 2.154739, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:01:29,468 - INFO - [Train] step: 102799, loss_mpn: 0.060069, loss_rec: 0.070454, loss_semantic: 0.720628, loss_idmrf: 7.122052, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:02:01,919 - INFO - [Train] step: 102899, loss_mpn: 0.040884, loss_rec: 0.074013, loss_semantic: 0.727314, loss_idmrf: 8.091171, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:02:34,387 - INFO - [Train] step: 102999, loss_mpn: 0.023904, loss_rec: 0.093575, loss_semantic: 0.828700, loss_idmrf: 11.326560, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:03:14,549 - INFO - [Eval] step: 102999, bce: 0.109897, psnr: 25.168617, ssim: 0.837546, lpips: 0.168649
+2023-03-23 22:03:49,542 - INFO - [Train] step: 103099, loss_mpn: 0.041281, loss_rec: 0.049984, loss_semantic: 0.635158, loss_idmrf: 5.399204, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:04:22,016 - INFO - [Train] step: 103199, loss_mpn: 0.022553, loss_rec: 0.054403, loss_semantic: 0.651284, loss_idmrf: 7.682095, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:04:54,566 - INFO - [Train] step: 103299, loss_mpn: 0.051183, loss_rec: 0.078268, loss_semantic: 0.773212, loss_idmrf: 8.491686, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:05:27,051 - INFO - [Train] step: 103399, loss_mpn: 0.070391, loss_rec: 0.068977, loss_semantic: 0.877734, loss_idmrf: 11.257393, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:05:59,564 - INFO - [Train] step: 103499, loss_mpn: 0.022858, loss_rec: 0.089851, loss_semantic: 0.869531, loss_idmrf: 9.958454, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:06:32,089 - INFO - [Train] step: 103599, loss_mpn: 0.072484, loss_rec: 0.073587, loss_semantic: 0.769719, loss_idmrf: 8.161467, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:07:04,731 - INFO - [Train] step: 103699, loss_mpn: 0.078935, loss_rec: 0.071671, loss_semantic: 0.752461, loss_idmrf: 9.293905, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:07:37,327 - INFO - [Train] step: 103799, loss_mpn: 0.019247, loss_rec: 0.041525, loss_semantic: 0.494667, loss_idmrf: 4.711987, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:08:09,904 - INFO - [Train] step: 103899, loss_mpn: 0.023194, loss_rec: 0.047781, loss_semantic: 0.599465, loss_idmrf: 5.836739, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:08:42,524 - INFO - [Train] step: 103999, loss_mpn: 0.117943, loss_rec: 0.081663, loss_semantic: 0.927642, loss_idmrf: 11.322642, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:09:23,323 - INFO - [Eval] step: 103999, bce: 0.115961, psnr: 25.211996, ssim: 0.837631, lpips: 0.167096
+2023-03-23 22:09:58,376 - INFO - [Train] step: 104099, loss_mpn: 0.044695, loss_rec: 0.083249, loss_semantic: 0.800981, loss_idmrf: 8.776111, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:10:30,962 - INFO - [Train] step: 104199, loss_mpn: 0.096020, loss_rec: 0.059464, loss_semantic: 0.699516, loss_idmrf: 9.266705, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:11:03,724 - INFO - [Train] step: 104299, loss_mpn: 0.059104, loss_rec: 0.071885, loss_semantic: 0.892342, loss_idmrf: 10.039452, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:11:36,416 - INFO - [Train] step: 104399, loss_mpn: 0.073818, loss_rec: 0.045093, loss_semantic: 0.606222, loss_idmrf: 7.610172, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:12:09,112 - INFO - [Train] step: 104499, loss_mpn: 0.031342, loss_rec: 0.042514, loss_semantic: 0.613149, loss_idmrf: 4.900186, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:12:41,840 - INFO - [Train] step: 104599, loss_mpn: 0.032972, loss_rec: 0.062930, loss_semantic: 0.783921, loss_idmrf: 7.526077, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:13:14,566 - INFO - [Train] step: 104699, loss_mpn: 0.063650, loss_rec: 0.068283, loss_semantic: 0.954935, loss_idmrf: 9.786098, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:13:47,249 - INFO - [Train] step: 104799, loss_mpn: 0.086856, loss_rec: 0.077221, loss_semantic: 0.955284, loss_idmrf: 8.599665, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:14:19,843 - INFO - [Train] step: 104899, loss_mpn: 0.042779, loss_rec: 0.053815, loss_semantic: 0.756801, loss_idmrf: 8.991846, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:14:52,503 - INFO - [Train] step: 104999, loss_mpn: 0.028789, loss_rec: 0.047357, loss_semantic: 0.543543, loss_idmrf: 6.707892, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:15:32,974 - INFO - [Eval] step: 104999, bce: 0.109258, psnr: 25.419254, ssim: 0.838868, lpips: 0.168727
+2023-03-23 22:16:08,050 - INFO - [Train] step: 105099, loss_mpn: 0.038488, loss_rec: 0.063812, loss_semantic: 0.743890, loss_idmrf: 5.899460, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:16:40,511 - INFO - [Train] step: 105199, loss_mpn: 0.032010, loss_rec: 0.106183, loss_semantic: 0.922502, loss_idmrf: 10.843863, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:17:13,009 - INFO - [Train] step: 105299, loss_mpn: 0.028703, loss_rec: 0.069428, loss_semantic: 0.818866, loss_idmrf: 8.911646, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:17:45,706 - INFO - [Train] step: 105399, loss_mpn: 0.026678, loss_rec: 0.062560, loss_semantic: 0.744743, loss_idmrf: 8.960964, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:18:18,342 - INFO - [Train] step: 105499, loss_mpn: 0.076622, loss_rec: 0.060485, loss_semantic: 0.813999, loss_idmrf: 9.975080, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:18:51,002 - INFO - [Train] step: 105599, loss_mpn: 0.038735, loss_rec: 0.075423, loss_semantic: 0.805003, loss_idmrf: 7.205068, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:19:23,750 - INFO - [Train] step: 105699, loss_mpn: 0.071339, loss_rec: 0.059243, loss_semantic: 0.674034, loss_idmrf: 6.593451, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:19:56,445 - INFO - [Train] step: 105799, loss_mpn: 0.068224, loss_rec: 0.076581, loss_semantic: 0.836287, loss_idmrf: 8.744596, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:20:29,115 - INFO - [Train] step: 105899, loss_mpn: 0.128727, loss_rec: 0.069386, loss_semantic: 0.828187, loss_idmrf: 11.434119, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:21:01,801 - INFO - [Train] step: 105999, loss_mpn: 0.025389, loss_rec: 0.041880, loss_semantic: 0.557455, loss_idmrf: 5.931012, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:21:42,191 - INFO - [Eval] step: 105999, bce: 0.113835, psnr: 25.227753, ssim: 0.834583, lpips: 0.169658
+2023-03-23 22:22:17,341 - INFO - [Train] step: 106099, loss_mpn: 0.028797, loss_rec: 0.030350, loss_semantic: 0.468899, loss_idmrf: 2.417230, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:22:49,982 - INFO - [Train] step: 106199, loss_mpn: 0.032694, loss_rec: 0.045163, loss_semantic: 0.550699, loss_idmrf: 5.311560, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:23:22,732 - INFO - [Train] step: 106299, loss_mpn: 0.050513, loss_rec: 0.047929, loss_semantic: 0.583183, loss_idmrf: 8.925715, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:23:55,466 - INFO - [Train] step: 106399, loss_mpn: 0.044435, loss_rec: 0.067623, loss_semantic: 0.705780, loss_idmrf: 11.835399, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:24:28,232 - INFO - [Train] step: 106499, loss_mpn: 0.071078, loss_rec: 0.068688, loss_semantic: 0.798345, loss_idmrf: 6.612912, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:25:00,994 - INFO - [Train] step: 106599, loss_mpn: 0.057737, loss_rec: 0.038451, loss_semantic: 0.639852, loss_idmrf: 5.969275, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:25:33,740 - INFO - [Train] step: 106699, loss_mpn: 0.074305, loss_rec: 0.034370, loss_semantic: 0.525684, loss_idmrf: 7.448100, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:26:06,528 - INFO - [Train] step: 106799, loss_mpn: 0.039469, loss_rec: 0.087985, loss_semantic: 0.884663, loss_idmrf: 11.625120, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:26:39,220 - INFO - [Train] step: 106899, loss_mpn: 0.027862, loss_rec: 0.091801, loss_semantic: 0.881351, loss_idmrf: 10.718539, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:27:11,958 - INFO - [Train] step: 106999, loss_mpn: 0.026201, loss_rec: 0.057982, loss_semantic: 0.580774, loss_idmrf: 4.863015, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:27:52,398 - INFO - [Eval] step: 106999, bce: 0.106001, psnr: 25.241451, ssim: 0.836951, lpips: 0.169000
+2023-03-23 22:28:27,534 - INFO - [Train] step: 107099, loss_mpn: 0.031863, loss_rec: 0.037823, loss_semantic: 0.614685, loss_idmrf: 6.382584, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:29:00,208 - INFO - [Train] step: 107199, loss_mpn: 0.061200, loss_rec: 0.095871, loss_semantic: 0.922026, loss_idmrf: 9.807904, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:29:32,900 - INFO - [Train] step: 107299, loss_mpn: 0.045757, loss_rec: 0.088048, loss_semantic: 0.914144, loss_idmrf: 9.373655, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:30:05,646 - INFO - [Train] step: 107399, loss_mpn: 0.061837, loss_rec: 0.082057, loss_semantic: 0.826424, loss_idmrf: 8.228835, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:30:38,411 - INFO - [Train] step: 107499, loss_mpn: 0.017025, loss_rec: 0.033931, loss_semantic: 0.481830, loss_idmrf: 6.665846, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:31:11,143 - INFO - [Train] step: 107599, loss_mpn: 0.018690, loss_rec: 0.043037, loss_semantic: 0.548697, loss_idmrf: 4.593604, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:31:43,828 - INFO - [Train] step: 107699, loss_mpn: 0.030634, loss_rec: 0.046120, loss_semantic: 0.578265, loss_idmrf: 4.666869, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:32:16,523 - INFO - [Train] step: 107799, loss_mpn: 0.035502, loss_rec: 0.064435, loss_semantic: 0.756510, loss_idmrf: 10.946996, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:32:49,115 - INFO - [Train] step: 107899, loss_mpn: 0.043099, loss_rec: 0.062664, loss_semantic: 0.776217, loss_idmrf: 7.061388, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:33:21,805 - INFO - [Train] step: 107999, loss_mpn: 0.046457, loss_rec: 0.073163, loss_semantic: 0.802349, loss_idmrf: 9.178700, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:34:02,279 - INFO - [Eval] step: 107999, bce: 0.111478, psnr: 25.386070, ssim: 0.838751, lpips: 0.167922
+2023-03-23 22:34:37,323 - INFO - [Train] step: 108099, loss_mpn: 0.052016, loss_rec: 0.113344, loss_semantic: 0.906214, loss_idmrf: 11.206724, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:35:09,875 - INFO - [Train] step: 108199, loss_mpn: 0.036263, loss_rec: 0.075181, loss_semantic: 0.777646, loss_idmrf: 7.879985, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:35:42,600 - INFO - [Train] step: 108299, loss_mpn: 0.045513, loss_rec: 0.106704, loss_semantic: 1.081162, loss_idmrf: 10.050699, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:36:15,189 - INFO - [Train] step: 108399, loss_mpn: 0.017980, loss_rec: 0.051882, loss_semantic: 0.644485, loss_idmrf: 4.230895, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:36:47,921 - INFO - [Train] step: 108499, loss_mpn: 0.038897, loss_rec: 0.118931, loss_semantic: 1.063373, loss_idmrf: 11.664274, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:37:20,637 - INFO - [Train] step: 108599, loss_mpn: 0.064991, loss_rec: 0.065606, loss_semantic: 0.841678, loss_idmrf: 8.566300, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:37:53,277 - INFO - [Train] step: 108699, loss_mpn: 0.031106, loss_rec: 0.039317, loss_semantic: 0.575009, loss_idmrf: 7.170967, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:38:25,993 - INFO - [Train] step: 108799, loss_mpn: 0.018968, loss_rec: 0.065592, loss_semantic: 0.749659, loss_idmrf: 9.561745, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:38:58,814 - INFO - [Train] step: 108899, loss_mpn: 0.050785, loss_rec: 0.056206, loss_semantic: 0.771834, loss_idmrf: 5.493080, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:39:31,521 - INFO - [Train] step: 108999, loss_mpn: 0.024023, loss_rec: 0.040039, loss_semantic: 0.614973, loss_idmrf: 5.687932, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:40:11,838 - INFO - [Eval] step: 108999, bce: 0.098732, psnr: 25.235735, ssim: 0.837912, lpips: 0.168997
+2023-03-23 22:40:46,981 - INFO - [Train] step: 109099, loss_mpn: 0.091195, loss_rec: 0.083019, loss_semantic: 0.992118, loss_idmrf: 10.497566, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:41:19,736 - INFO - [Train] step: 109199, loss_mpn: 0.065267, loss_rec: 0.052207, loss_semantic: 0.692382, loss_idmrf: 7.755633, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:41:52,437 - INFO - [Train] step: 109299, loss_mpn: 0.113174, loss_rec: 0.058593, loss_semantic: 0.738519, loss_idmrf: 8.367258, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:42:25,192 - INFO - [Train] step: 109399, loss_mpn: 0.042358, loss_rec: 0.112458, loss_semantic: 1.068476, loss_idmrf: 10.478695, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:42:57,866 - INFO - [Train] step: 109499, loss_mpn: 0.031111, loss_rec: 0.080853, loss_semantic: 0.841274, loss_idmrf: 6.860054, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:43:30,522 - INFO - [Train] step: 109599, loss_mpn: 0.038200, loss_rec: 0.061537, loss_semantic: 0.725280, loss_idmrf: 6.989467, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:44:03,192 - INFO - [Train] step: 109699, loss_mpn: 0.028646, loss_rec: 0.086088, loss_semantic: 0.914913, loss_idmrf: 9.065430, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:44:35,895 - INFO - [Train] step: 109799, loss_mpn: 0.035216, loss_rec: 0.047807, loss_semantic: 0.685676, loss_idmrf: 6.872913, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:45:08,751 - INFO - [Train] step: 109899, loss_mpn: 0.040897, loss_rec: 0.053466, loss_semantic: 0.737480, loss_idmrf: 6.401672, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:45:41,434 - INFO - [Train] step: 109999, loss_mpn: 0.037426, loss_rec: 0.102540, loss_semantic: 0.980343, loss_idmrf: 8.762644, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:46:21,884 - INFO - [Eval] step: 109999, bce: 0.121725, psnr: 25.395754, ssim: 0.838487, lpips: 0.169326
+2023-03-23 22:46:57,132 - INFO - [Train] step: 110099, loss_mpn: 0.019810, loss_rec: 0.037497, loss_semantic: 0.523963, loss_idmrf: 4.987023, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:47:29,853 - INFO - [Train] step: 110199, loss_mpn: 0.034897, loss_rec: 0.039408, loss_semantic: 0.600782, loss_idmrf: 4.519007, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:48:02,551 - INFO - [Train] step: 110299, loss_mpn: 0.031201, loss_rec: 0.050522, loss_semantic: 0.637084, loss_idmrf: 6.651747, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:48:35,290 - INFO - [Train] step: 110399, loss_mpn: 0.024534, loss_rec: 0.038094, loss_semantic: 0.533968, loss_idmrf: 7.961057, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:49:07,989 - INFO - [Train] step: 110499, loss_mpn: 0.023993, loss_rec: 0.051099, loss_semantic: 0.675987, loss_idmrf: 5.960084, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:49:40,599 - INFO - [Train] step: 110599, loss_mpn: 0.022411, loss_rec: 0.070481, loss_semantic: 0.750933, loss_idmrf: 11.617221, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:50:13,234 - INFO - [Train] step: 110699, loss_mpn: 0.017925, loss_rec: 0.060759, loss_semantic: 0.647458, loss_idmrf: 6.114608, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:50:45,915 - INFO - [Train] step: 110799, loss_mpn: 0.088952, loss_rec: 0.072660, loss_semantic: 0.855423, loss_idmrf: 10.401783, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:51:18,690 - INFO - [Train] step: 110899, loss_mpn: 0.046633, loss_rec: 0.065581, loss_semantic: 0.830815, loss_idmrf: 10.706713, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:51:51,301 - INFO - [Train] step: 110999, loss_mpn: 0.031102, loss_rec: 0.065860, loss_semantic: 0.732862, loss_idmrf: 11.331840, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:52:31,681 - INFO - [Eval] step: 110999, bce: 0.108384, psnr: 25.129177, ssim: 0.836252, lpips: 0.168760
+2023-03-23 22:53:06,652 - INFO - [Train] step: 111099, loss_mpn: 0.030870, loss_rec: 0.036597, loss_semantic: 0.522267, loss_idmrf: 4.131800, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:53:39,241 - INFO - [Train] step: 111199, loss_mpn: 0.059236, loss_rec: 0.032705, loss_semantic: 0.593961, loss_idmrf: 8.883837, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:54:11,883 - INFO - [Train] step: 111299, loss_mpn: 0.033006, loss_rec: 0.065700, loss_semantic: 0.722699, loss_idmrf: 8.297084, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:54:44,558 - INFO - [Train] step: 111399, loss_mpn: 0.061819, loss_rec: 0.072978, loss_semantic: 0.723077, loss_idmrf: 7.268566, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:55:17,177 - INFO - [Train] step: 111499, loss_mpn: 0.024346, loss_rec: 0.063088, loss_semantic: 0.676303, loss_idmrf: 6.083116, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:55:49,910 - INFO - [Train] step: 111599, loss_mpn: 0.053688, loss_rec: 0.039821, loss_semantic: 0.664697, loss_idmrf: 10.278778, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:56:22,511 - INFO - [Train] step: 111699, loss_mpn: 0.043497, loss_rec: 0.062759, loss_semantic: 0.704190, loss_idmrf: 6.875722, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:56:55,228 - INFO - [Train] step: 111799, loss_mpn: 0.030780, loss_rec: 0.049734, loss_semantic: 0.591125, loss_idmrf: 7.818443, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:57:27,937 - INFO - [Train] step: 111899, loss_mpn: 0.077457, loss_rec: 0.102217, loss_semantic: 1.059968, loss_idmrf: 10.343993, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:58:00,606 - INFO - [Train] step: 111999, loss_mpn: 0.075157, loss_rec: 0.130293, loss_semantic: 0.961483, loss_idmrf: 12.101353, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:58:41,337 - INFO - [Eval] step: 111999, bce: 0.104270, psnr: 25.433405, ssim: 0.839990, lpips: 0.168413
+2023-03-23 22:59:16,442 - INFO - [Train] step: 112099, loss_mpn: 0.039001, loss_rec: 0.059600, loss_semantic: 0.684504, loss_idmrf: 5.747864, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 22:59:49,092 - INFO - [Train] step: 112199, loss_mpn: 0.039170, loss_rec: 0.076069, loss_semantic: 0.804242, loss_idmrf: 8.644697, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:00:21,701 - INFO - [Train] step: 112299, loss_mpn: 0.025316, loss_rec: 0.051458, loss_semantic: 0.599031, loss_idmrf: 5.861666, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:00:54,421 - INFO - [Train] step: 112399, loss_mpn: 0.030566, loss_rec: 0.060203, loss_semantic: 0.700382, loss_idmrf: 8.201968, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:01:27,031 - INFO - [Train] step: 112499, loss_mpn: 0.058235, loss_rec: 0.063074, loss_semantic: 0.789510, loss_idmrf: 10.100958, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:01:59,661 - INFO - [Train] step: 112599, loss_mpn: 0.073476, loss_rec: 0.067153, loss_semantic: 0.804751, loss_idmrf: 6.987302, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:02:32,266 - INFO - [Train] step: 112699, loss_mpn: 0.031682, loss_rec: 0.057054, loss_semantic: 0.684186, loss_idmrf: 8.993120, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:03:04,963 - INFO - [Train] step: 112799, loss_mpn: 0.098889, loss_rec: 0.057362, loss_semantic: 0.700864, loss_idmrf: 5.004915, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:03:37,695 - INFO - [Train] step: 112899, loss_mpn: 0.055360, loss_rec: 0.067854, loss_semantic: 0.870040, loss_idmrf: 8.831465, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:04:10,493 - INFO - [Train] step: 112999, loss_mpn: 0.020434, loss_rec: 0.073342, loss_semantic: 0.778554, loss_idmrf: 7.988845, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:04:51,047 - INFO - [Eval] step: 112999, bce: 0.103262, psnr: 25.369827, ssim: 0.840785, lpips: 0.166673
+2023-03-23 23:05:26,257 - INFO - [Train] step: 113099, loss_mpn: 0.020069, loss_rec: 0.053767, loss_semantic: 0.654922, loss_idmrf: 5.421139, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:05:58,986 - INFO - [Train] step: 113199, loss_mpn: 0.044581, loss_rec: 0.101852, loss_semantic: 0.986618, loss_idmrf: 10.778664, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:06:31,679 - INFO - [Train] step: 113299, loss_mpn: 0.044186, loss_rec: 0.081573, loss_semantic: 0.934512, loss_idmrf: 7.326179, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:07:04,368 - INFO - [Train] step: 113399, loss_mpn: 0.055656, loss_rec: 0.071773, loss_semantic: 0.855099, loss_idmrf: 9.887391, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:07:37,036 - INFO - [Train] step: 113499, loss_mpn: 0.053733, loss_rec: 0.085990, loss_semantic: 1.001129, loss_idmrf: 13.032398, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:08:09,716 - INFO - [Train] step: 113599, loss_mpn: 0.041803, loss_rec: 0.088571, loss_semantic: 0.905114, loss_idmrf: 10.935225, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:08:42,467 - INFO - [Train] step: 113699, loss_mpn: 0.038677, loss_rec: 0.069132, loss_semantic: 0.852466, loss_idmrf: 6.984046, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:09:15,203 - INFO - [Train] step: 113799, loss_mpn: 0.022701, loss_rec: 0.058228, loss_semantic: 0.706297, loss_idmrf: 5.881792, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:09:47,959 - INFO - [Train] step: 113899, loss_mpn: 0.067179, loss_rec: 0.074231, loss_semantic: 0.899004, loss_idmrf: 8.338272, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:10:20,803 - INFO - [Train] step: 113999, loss_mpn: 0.039584, loss_rec: 0.053521, loss_semantic: 0.633130, loss_idmrf: 8.599721, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:11:01,455 - INFO - [Eval] step: 113999, bce: 0.109337, psnr: 25.343933, ssim: 0.840608, lpips: 0.167823
+2023-03-23 23:11:36,584 - INFO - [Train] step: 114099, loss_mpn: 0.053688, loss_rec: 0.101674, loss_semantic: 0.870719, loss_idmrf: 11.011607, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:12:09,317 - INFO - [Train] step: 114199, loss_mpn: 0.038555, loss_rec: 0.057117, loss_semantic: 0.675182, loss_idmrf: 8.325432, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:12:42,130 - INFO - [Train] step: 114299, loss_mpn: 0.024475, loss_rec: 0.086238, loss_semantic: 0.800507, loss_idmrf: 7.684289, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:13:14,891 - INFO - [Train] step: 114399, loss_mpn: 0.052777, loss_rec: 0.058168, loss_semantic: 0.673889, loss_idmrf: 7.742518, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:13:47,575 - INFO - [Train] step: 114499, loss_mpn: 0.033426, loss_rec: 0.059466, loss_semantic: 0.660259, loss_idmrf: 9.475922, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:14:20,309 - INFO - [Train] step: 114599, loss_mpn: 0.024827, loss_rec: 0.049119, loss_semantic: 0.598484, loss_idmrf: 7.582004, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:14:53,025 - INFO - [Train] step: 114699, loss_mpn: 0.022393, loss_rec: 0.044991, loss_semantic: 0.558525, loss_idmrf: 7.701903, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:15:25,672 - INFO - [Train] step: 114799, loss_mpn: 0.030121, loss_rec: 0.068925, loss_semantic: 0.742753, loss_idmrf: 6.741518, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:15:58,372 - INFO - [Train] step: 114899, loss_mpn: 0.029315, loss_rec: 0.081473, loss_semantic: 0.795689, loss_idmrf: 10.127275, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:16:31,151 - INFO - [Train] step: 114999, loss_mpn: 0.043745, loss_rec: 0.073516, loss_semantic: 0.625578, loss_idmrf: 6.561687, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:17:12,064 - INFO - [Eval] step: 114999, bce: 0.106769, psnr: 25.346706, ssim: 0.837640, lpips: 0.169907
+2023-03-23 23:17:47,319 - INFO - [Train] step: 115099, loss_mpn: 0.082609, loss_rec: 0.062614, loss_semantic: 0.685663, loss_idmrf: 10.154138, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:18:20,036 - INFO - [Train] step: 115199, loss_mpn: 0.057362, loss_rec: 0.074341, loss_semantic: 0.864271, loss_idmrf: 11.532674, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:18:52,866 - INFO - [Train] step: 115299, loss_mpn: 0.026350, loss_rec: 0.040975, loss_semantic: 0.559843, loss_idmrf: 4.740913, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:19:25,655 - INFO - [Train] step: 115399, loss_mpn: 0.048503, loss_rec: 0.066464, loss_semantic: 0.735874, loss_idmrf: 9.603764, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:19:58,464 - INFO - [Train] step: 115499, loss_mpn: 0.029947, loss_rec: 0.064428, loss_semantic: 0.685636, loss_idmrf: 7.906337, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:20:31,244 - INFO - [Train] step: 115599, loss_mpn: 0.028961, loss_rec: 0.069403, loss_semantic: 0.747419, loss_idmrf: 7.811516, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:21:04,035 - INFO - [Train] step: 115699, loss_mpn: 0.042733, loss_rec: 0.087854, loss_semantic: 0.949476, loss_idmrf: 13.286337, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:21:36,786 - INFO - [Train] step: 115799, loss_mpn: 0.079414, loss_rec: 0.094546, loss_semantic: 1.086435, loss_idmrf: 13.095943, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:22:09,498 - INFO - [Train] step: 115899, loss_mpn: 0.068011, loss_rec: 0.051392, loss_semantic: 0.679923, loss_idmrf: 7.647606, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:22:42,234 - INFO - [Train] step: 115999, loss_mpn: 0.101734, loss_rec: 0.086428, loss_semantic: 0.874823, loss_idmrf: 9.641922, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:23:23,242 - INFO - [Eval] step: 115999, bce: 0.108206, psnr: 25.511116, ssim: 0.841554, lpips: 0.165910
+2023-03-23 23:23:58,377 - INFO - [Train] step: 116099, loss_mpn: 0.038289, loss_rec: 0.046611, loss_semantic: 0.671616, loss_idmrf: 7.328284, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:24:31,023 - INFO - [Train] step: 116199, loss_mpn: 0.017876, loss_rec: 0.063109, loss_semantic: 0.689367, loss_idmrf: 6.891406, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:25:03,821 - INFO - [Train] step: 116299, loss_mpn: 0.044448, loss_rec: 0.076271, loss_semantic: 0.842225, loss_idmrf: 8.958225, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:25:36,527 - INFO - [Train] step: 116399, loss_mpn: 0.037414, loss_rec: 0.034221, loss_semantic: 0.542405, loss_idmrf: 6.289074, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:26:09,214 - INFO - [Train] step: 116499, loss_mpn: 0.050116, loss_rec: 0.098731, loss_semantic: 0.998349, loss_idmrf: 10.560450, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:26:41,936 - INFO - [Train] step: 116599, loss_mpn: 0.045057, loss_rec: 0.109814, loss_semantic: 1.094012, loss_idmrf: 12.003180, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:27:14,541 - INFO - [Train] step: 116699, loss_mpn: 0.053549, loss_rec: 0.069503, loss_semantic: 0.872017, loss_idmrf: 7.543072, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:27:47,248 - INFO - [Train] step: 116799, loss_mpn: 0.032798, loss_rec: 0.075022, loss_semantic: 0.845400, loss_idmrf: 9.287243, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:28:19,980 - INFO - [Train] step: 116899, loss_mpn: 0.058003, loss_rec: 0.042367, loss_semantic: 0.571436, loss_idmrf: 4.435822, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:28:52,631 - INFO - [Train] step: 116999, loss_mpn: 0.019155, loss_rec: 0.030951, loss_semantic: 0.437415, loss_idmrf: 3.486551, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:29:33,632 - INFO - [Eval] step: 116999, bce: 0.114792, psnr: 25.470369, ssim: 0.839709, lpips: 0.167222
+2023-03-23 23:30:08,981 - INFO - [Train] step: 117099, loss_mpn: 0.058976, loss_rec: 0.074399, loss_semantic: 0.756670, loss_idmrf: 10.612307, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:30:41,683 - INFO - [Train] step: 117199, loss_mpn: 0.032065, loss_rec: 0.046659, loss_semantic: 0.565167, loss_idmrf: 5.870606, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:31:14,410 - INFO - [Train] step: 117299, loss_mpn: 0.027486, loss_rec: 0.104142, loss_semantic: 1.042360, loss_idmrf: 10.733561, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:31:47,209 - INFO - [Train] step: 117399, loss_mpn: 0.034118, loss_rec: 0.095331, loss_semantic: 0.943954, loss_idmrf: 11.227784, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:32:19,989 - INFO - [Train] step: 117499, loss_mpn: 0.031036, loss_rec: 0.048854, loss_semantic: 0.573500, loss_idmrf: 6.351364, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:32:52,798 - INFO - [Train] step: 117599, loss_mpn: 0.015636, loss_rec: 0.052856, loss_semantic: 0.609137, loss_idmrf: 4.150599, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:33:25,608 - INFO - [Train] step: 117699, loss_mpn: 0.044342, loss_rec: 0.079539, loss_semantic: 0.885352, loss_idmrf: 8.520457, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:33:58,351 - INFO - [Train] step: 117799, loss_mpn: 0.035862, loss_rec: 0.046997, loss_semantic: 0.596292, loss_idmrf: 4.438063, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:34:31,150 - INFO - [Train] step: 117899, loss_mpn: 0.029613, loss_rec: 0.074693, loss_semantic: 0.832639, loss_idmrf: 7.530951, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:35:03,886 - INFO - [Train] step: 117999, loss_mpn: 0.052299, loss_rec: 0.047836, loss_semantic: 0.674115, loss_idmrf: 7.320003, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:35:44,791 - INFO - [Eval] step: 117999, bce: 0.102060, psnr: 25.479467, ssim: 0.840865, lpips: 0.166591
+2023-03-23 23:36:20,228 - INFO - [Train] step: 118099, loss_mpn: 0.018939, loss_rec: 0.030648, loss_semantic: 0.444821, loss_idmrf: 4.789462, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:36:52,940 - INFO - [Train] step: 118199, loss_mpn: 0.023160, loss_rec: 0.064004, loss_semantic: 0.654745, loss_idmrf: 5.584474, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:37:25,685 - INFO - [Train] step: 118299, loss_mpn: 0.039832, loss_rec: 0.035628, loss_semantic: 0.519014, loss_idmrf: 4.456450, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:37:58,450 - INFO - [Train] step: 118399, loss_mpn: 0.018808, loss_rec: 0.033231, loss_semantic: 0.476891, loss_idmrf: 4.071647, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:38:31,247 - INFO - [Train] step: 118499, loss_mpn: 0.030243, loss_rec: 0.059800, loss_semantic: 0.675824, loss_idmrf: 9.029781, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:39:04,082 - INFO - [Train] step: 118599, loss_mpn: 0.061819, loss_rec: 0.056530, loss_semantic: 0.681227, loss_idmrf: 8.207339, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:39:36,870 - INFO - [Train] step: 118699, loss_mpn: 0.046685, loss_rec: 0.083417, loss_semantic: 0.909207, loss_idmrf: 11.331299, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:40:09,617 - INFO - [Train] step: 118799, loss_mpn: 0.049189, loss_rec: 0.115891, loss_semantic: 1.074719, loss_idmrf: 11.240383, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:40:42,404 - INFO - [Train] step: 118899, loss_mpn: 0.041452, loss_rec: 0.039705, loss_semantic: 0.581211, loss_idmrf: 4.829014, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:41:15,125 - INFO - [Train] step: 118999, loss_mpn: 0.040983, loss_rec: 0.040514, loss_semantic: 0.567602, loss_idmrf: 7.306002, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:41:55,853 - INFO - [Eval] step: 118999, bce: 0.133567, psnr: 25.350517, ssim: 0.839345, lpips: 0.166622
+2023-03-23 23:42:31,287 - INFO - [Train] step: 119099, loss_mpn: 0.046951, loss_rec: 0.053954, loss_semantic: 0.572295, loss_idmrf: 7.537619, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:43:04,011 - INFO - [Train] step: 119199, loss_mpn: 0.018762, loss_rec: 0.030251, loss_semantic: 0.430556, loss_idmrf: 5.420992, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:43:36,710 - INFO - [Train] step: 119299, loss_mpn: 0.062533, loss_rec: 0.071545, loss_semantic: 0.906847, loss_idmrf: 7.752723, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:44:09,492 - INFO - [Train] step: 119399, loss_mpn: 0.023415, loss_rec: 0.058119, loss_semantic: 0.684126, loss_idmrf: 5.672855, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:44:42,217 - INFO - [Train] step: 119499, loss_mpn: 0.038650, loss_rec: 0.086498, loss_semantic: 0.868231, loss_idmrf: 8.324734, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:45:15,006 - INFO - [Train] step: 119599, loss_mpn: 0.031717, loss_rec: 0.087665, loss_semantic: 0.798347, loss_idmrf: 7.358692, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:45:47,729 - INFO - [Train] step: 119699, loss_mpn: 0.030259, loss_rec: 0.045233, loss_semantic: 0.677825, loss_idmrf: 4.103415, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:46:20,529 - INFO - [Train] step: 119799, loss_mpn: 0.037526, loss_rec: 0.050133, loss_semantic: 0.642132, loss_idmrf: 7.786214, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:46:53,304 - INFO - [Train] step: 119899, loss_mpn: 0.013729, loss_rec: 0.037792, loss_semantic: 0.427902, loss_idmrf: 3.354819, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:47:26,104 - INFO - [Train] step: 119999, loss_mpn: 0.065308, loss_rec: 0.078558, loss_semantic: 0.917942, loss_idmrf: 8.671968, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:48:06,806 - INFO - [Eval] step: 119999, bce: 0.099765, psnr: 25.405594, ssim: 0.841201, lpips: 0.165079
+2023-03-23 23:48:42,485 - INFO - [Train] step: 120099, loss_mpn: 0.034781, loss_rec: 0.087656, loss_semantic: 0.787042, loss_idmrf: 6.713768, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:49:15,305 - INFO - [Train] step: 120199, loss_mpn: 0.035023, loss_rec: 0.072263, loss_semantic: 0.763723, loss_idmrf: 8.723414, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:49:48,164 - INFO - [Train] step: 120299, loss_mpn: 0.054652, loss_rec: 0.067938, loss_semantic: 0.854545, loss_idmrf: 9.496416, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:50:21,014 - INFO - [Train] step: 120399, loss_mpn: 0.028733, loss_rec: 0.040145, loss_semantic: 0.606730, loss_idmrf: 5.678782, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:50:53,881 - INFO - [Train] step: 120499, loss_mpn: 0.039916, loss_rec: 0.059679, loss_semantic: 0.663031, loss_idmrf: 5.454562, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:51:26,702 - INFO - [Train] step: 120599, loss_mpn: 0.053327, loss_rec: 0.070083, loss_semantic: 0.844130, loss_idmrf: 8.984497, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:51:59,534 - INFO - [Train] step: 120699, loss_mpn: 0.032061, loss_rec: 0.124300, loss_semantic: 1.120585, loss_idmrf: 11.265295, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:52:32,453 - INFO - [Train] step: 120799, loss_mpn: 0.057504, loss_rec: 0.058460, loss_semantic: 0.760048, loss_idmrf: 6.841979, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:53:05,377 - INFO - [Train] step: 120899, loss_mpn: 0.019951, loss_rec: 0.052892, loss_semantic: 0.628262, loss_idmrf: 4.863687, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:53:38,165 - INFO - [Train] step: 120999, loss_mpn: 0.021412, loss_rec: 0.051311, loss_semantic: 0.618657, loss_idmrf: 7.039453, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:54:18,700 - INFO - [Eval] step: 120999, bce: 0.103874, psnr: 25.338963, ssim: 0.841778, lpips: 0.166947
+2023-03-23 23:54:53,920 - INFO - [Train] step: 121099, loss_mpn: 0.025864, loss_rec: 0.055911, loss_semantic: 0.688303, loss_idmrf: 7.570976, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:55:26,697 - INFO - [Train] step: 121199, loss_mpn: 0.035888, loss_rec: 0.055351, loss_semantic: 0.744843, loss_idmrf: 9.176693, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:55:59,536 - INFO - [Train] step: 121299, loss_mpn: 0.063871, loss_rec: 0.061943, loss_semantic: 0.875220, loss_idmrf: 8.433664, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:56:32,320 - INFO - [Train] step: 121399, loss_mpn: 0.025714, loss_rec: 0.078971, loss_semantic: 0.838139, loss_idmrf: 9.662704, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:57:05,148 - INFO - [Train] step: 121499, loss_mpn: 0.019263, loss_rec: 0.078496, loss_semantic: 0.741466, loss_idmrf: 9.146649, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:57:37,906 - INFO - [Train] step: 121599, loss_mpn: 0.035940, loss_rec: 0.076083, loss_semantic: 0.817028, loss_idmrf: 8.664740, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:58:10,711 - INFO - [Train] step: 121699, loss_mpn: 0.045433, loss_rec: 0.082615, loss_semantic: 0.940449, loss_idmrf: 7.917537, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:58:43,463 - INFO - [Train] step: 121799, loss_mpn: 0.028647, loss_rec: 0.031947, loss_semantic: 0.527517, loss_idmrf: 6.382411, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:59:16,288 - INFO - [Train] step: 121899, loss_mpn: 0.019946, loss_rec: 0.052983, loss_semantic: 0.638524, loss_idmrf: 4.725673, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-23 23:59:49,137 - INFO - [Train] step: 121999, loss_mpn: 0.016330, loss_rec: 0.059827, loss_semantic: 0.630326, loss_idmrf: 4.293436, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:00:29,759 - INFO - [Eval] step: 121999, bce: 0.114588, psnr: 25.451422, ssim: 0.841705, lpips: 0.168435
+2023-03-24 00:01:04,985 - INFO - [Train] step: 122099, loss_mpn: 0.039874, loss_rec: 0.068124, loss_semantic: 0.827276, loss_idmrf: 10.008930, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:01:37,862 - INFO - [Train] step: 122199, loss_mpn: 0.051919, loss_rec: 0.046480, loss_semantic: 0.606790, loss_idmrf: 7.350711, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:02:10,646 - INFO - [Train] step: 122299, loss_mpn: 0.065602, loss_rec: 0.054846, loss_semantic: 0.711319, loss_idmrf: 6.973124, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:02:43,502 - INFO - [Train] step: 122399, loss_mpn: 0.031099, loss_rec: 0.055872, loss_semantic: 0.549217, loss_idmrf: 6.552852, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:03:16,331 - INFO - [Train] step: 122499, loss_mpn: 0.046147, loss_rec: 0.041571, loss_semantic: 0.590946, loss_idmrf: 5.894691, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:03:49,137 - INFO - [Train] step: 122599, loss_mpn: 0.041352, loss_rec: 0.042696, loss_semantic: 0.620729, loss_idmrf: 8.819776, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:04:21,947 - INFO - [Train] step: 122699, loss_mpn: 0.044063, loss_rec: 0.067625, loss_semantic: 0.799735, loss_idmrf: 8.201713, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:04:54,687 - INFO - [Train] step: 122799, loss_mpn: 0.069200, loss_rec: 0.063803, loss_semantic: 0.756362, loss_idmrf: 11.432814, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:05:27,443 - INFO - [Train] step: 122899, loss_mpn: 0.077395, loss_rec: 0.080870, loss_semantic: 0.814748, loss_idmrf: 10.951932, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:06:00,206 - INFO - [Train] step: 122999, loss_mpn: 0.063140, loss_rec: 0.075717, loss_semantic: 0.822499, loss_idmrf: 6.960431, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:06:40,846 - INFO - [Eval] step: 122999, bce: 0.113810, psnr: 25.525637, ssim: 0.841881, lpips: 0.163680
+2023-03-24 00:07:16,257 - INFO - [Train] step: 123099, loss_mpn: 0.059461, loss_rec: 0.074941, loss_semantic: 0.794151, loss_idmrf: 8.349812, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:07:48,990 - INFO - [Train] step: 123199, loss_mpn: 0.047592, loss_rec: 0.117724, loss_semantic: 1.088548, loss_idmrf: 11.809386, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:08:21,789 - INFO - [Train] step: 123299, loss_mpn: 0.054529, loss_rec: 0.067509, loss_semantic: 0.763885, loss_idmrf: 9.033340, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:08:54,616 - INFO - [Train] step: 123399, loss_mpn: 0.048178, loss_rec: 0.044936, loss_semantic: 0.567650, loss_idmrf: 6.509846, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:09:27,395 - INFO - [Train] step: 123499, loss_mpn: 0.041066, loss_rec: 0.031021, loss_semantic: 0.519967, loss_idmrf: 4.854906, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:10:00,169 - INFO - [Train] step: 123599, loss_mpn: 0.080571, loss_rec: 0.057843, loss_semantic: 0.697681, loss_idmrf: 6.108652, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:10:32,865 - INFO - [Train] step: 123699, loss_mpn: 0.085592, loss_rec: 0.081553, loss_semantic: 0.962880, loss_idmrf: 12.801619, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:11:05,609 - INFO - [Train] step: 123799, loss_mpn: 0.020290, loss_rec: 0.061722, loss_semantic: 0.662589, loss_idmrf: 8.041099, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:11:38,358 - INFO - [Train] step: 123899, loss_mpn: 0.048982, loss_rec: 0.087888, loss_semantic: 0.972329, loss_idmrf: 13.835833, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:12:11,204 - INFO - [Train] step: 123999, loss_mpn: 0.053795, loss_rec: 0.065644, loss_semantic: 0.815044, loss_idmrf: 9.466021, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:12:52,043 - INFO - [Eval] step: 123999, bce: 0.100383, psnr: 25.460976, ssim: 0.842028, lpips: 0.165520
+2023-03-24 00:13:27,243 - INFO - [Train] step: 124099, loss_mpn: 0.041776, loss_rec: 0.096561, loss_semantic: 0.975925, loss_idmrf: 11.531788, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:14:00,046 - INFO - [Train] step: 124199, loss_mpn: 0.031215, loss_rec: 0.053182, loss_semantic: 0.611256, loss_idmrf: 6.524751, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:14:32,953 - INFO - [Train] step: 124299, loss_mpn: 0.056968, loss_rec: 0.063852, loss_semantic: 0.808690, loss_idmrf: 8.170143, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:15:05,711 - INFO - [Train] step: 124399, loss_mpn: 0.034401, loss_rec: 0.047544, loss_semantic: 0.622815, loss_idmrf: 6.035633, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:15:38,457 - INFO - [Train] step: 124499, loss_mpn: 0.007819, loss_rec: 0.040406, loss_semantic: 0.529249, loss_idmrf: 4.185319, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:16:11,154 - INFO - [Train] step: 124599, loss_mpn: 0.032022, loss_rec: 0.079903, loss_semantic: 0.803253, loss_idmrf: 10.243164, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:16:43,780 - INFO - [Train] step: 124699, loss_mpn: 0.055968, loss_rec: 0.063723, loss_semantic: 0.717550, loss_idmrf: 6.836956, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:17:16,391 - INFO - [Train] step: 124799, loss_mpn: 0.057699, loss_rec: 0.120918, loss_semantic: 1.251804, loss_idmrf: 10.547485, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:17:49,011 - INFO - [Train] step: 124899, loss_mpn: 0.028801, loss_rec: 0.025576, loss_semantic: 0.389384, loss_idmrf: 4.412685, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:18:21,732 - INFO - [Train] step: 124999, loss_mpn: 0.032161, loss_rec: 0.061251, loss_semantic: 0.687330, loss_idmrf: 8.138695, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:19:02,220 - INFO - [Eval] step: 124999, bce: 0.102748, psnr: 25.467165, ssim: 0.841874, lpips: 0.162302
+2023-03-24 00:19:37,383 - INFO - [Train] step: 125099, loss_mpn: 0.019374, loss_rec: 0.053128, loss_semantic: 0.584053, loss_idmrf: 6.805637, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:20:09,993 - INFO - [Train] step: 125199, loss_mpn: 0.037828, loss_rec: 0.094532, loss_semantic: 0.983977, loss_idmrf: 10.838688, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:20:42,760 - INFO - [Train] step: 125299, loss_mpn: 0.034042, loss_rec: 0.068056, loss_semantic: 0.712647, loss_idmrf: 8.535092, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:21:15,464 - INFO - [Train] step: 125399, loss_mpn: 0.053771, loss_rec: 0.078154, loss_semantic: 0.881193, loss_idmrf: 8.008468, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:21:48,218 - INFO - [Train] step: 125499, loss_mpn: 0.040300, loss_rec: 0.050028, loss_semantic: 0.685288, loss_idmrf: 7.260727, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:22:20,977 - INFO - [Train] step: 125599, loss_mpn: 0.045622, loss_rec: 0.071480, loss_semantic: 0.860789, loss_idmrf: 12.286577, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:22:53,584 - INFO - [Train] step: 125699, loss_mpn: 0.027935, loss_rec: 0.030723, loss_semantic: 0.498713, loss_idmrf: 10.876636, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:23:26,215 - INFO - [Train] step: 125799, loss_mpn: 0.033935, loss_rec: 0.103502, loss_semantic: 0.884533, loss_idmrf: 8.907587, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:23:58,967 - INFO - [Train] step: 125899, loss_mpn: 0.027289, loss_rec: 0.107513, loss_semantic: 0.989976, loss_idmrf: 11.122430, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:24:31,595 - INFO - [Train] step: 125999, loss_mpn: 0.046443, loss_rec: 0.060008, loss_semantic: 0.733046, loss_idmrf: 8.784034, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:25:12,051 - INFO - [Eval] step: 125999, bce: 0.099909, psnr: 25.493082, ssim: 0.843342, lpips: 0.166492
+2023-03-24 00:25:47,070 - INFO - [Train] step: 126099, loss_mpn: 0.043275, loss_rec: 0.047062, loss_semantic: 0.639724, loss_idmrf: 5.811638, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:26:19,609 - INFO - [Train] step: 126199, loss_mpn: 0.022217, loss_rec: 0.050836, loss_semantic: 0.556739, loss_idmrf: 7.111013, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:26:52,286 - INFO - [Train] step: 126299, loss_mpn: 0.021720, loss_rec: 0.063233, loss_semantic: 0.747744, loss_idmrf: 11.341265, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:27:24,927 - INFO - [Train] step: 126399, loss_mpn: 0.107180, loss_rec: 0.051860, loss_semantic: 0.648233, loss_idmrf: 5.807489, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:27:57,604 - INFO - [Train] step: 126499, loss_mpn: 0.035102, loss_rec: 0.049948, loss_semantic: 0.621777, loss_idmrf: 6.318864, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:28:30,218 - INFO - [Train] step: 126599, loss_mpn: 0.031655, loss_rec: 0.042984, loss_semantic: 0.548056, loss_idmrf: 6.449771, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:29:02,881 - INFO - [Train] step: 126699, loss_mpn: 0.036625, loss_rec: 0.052659, loss_semantic: 0.580560, loss_idmrf: 6.455007, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:29:35,624 - INFO - [Train] step: 126799, loss_mpn: 0.033977, loss_rec: 0.033194, loss_semantic: 0.505571, loss_idmrf: 7.163012, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:30:08,273 - INFO - [Train] step: 126899, loss_mpn: 0.038995, loss_rec: 0.084044, loss_semantic: 0.943818, loss_idmrf: 11.413267, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:30:40,886 - INFO - [Train] step: 126999, loss_mpn: 0.014079, loss_rec: 0.029972, loss_semantic: 0.455863, loss_idmrf: 3.654054, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:31:21,346 - INFO - [Eval] step: 126999, bce: 0.105317, psnr: 25.550943, ssim: 0.842624, lpips: 0.164061
+2023-03-24 00:31:56,337 - INFO - [Train] step: 127099, loss_mpn: 0.039456, loss_rec: 0.062156, loss_semantic: 0.638677, loss_idmrf: 5.375614, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:32:28,879 - INFO - [Train] step: 127199, loss_mpn: 0.023801, loss_rec: 0.052384, loss_semantic: 0.651175, loss_idmrf: 6.571031, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:33:01,571 - INFO - [Train] step: 127299, loss_mpn: 0.030523, loss_rec: 0.058032, loss_semantic: 0.696689, loss_idmrf: 9.297621, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:33:34,302 - INFO - [Train] step: 127399, loss_mpn: 0.042390, loss_rec: 0.057795, loss_semantic: 0.775342, loss_idmrf: 8.713214, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:34:06,894 - INFO - [Train] step: 127499, loss_mpn: 0.084950, loss_rec: 0.052983, loss_semantic: 0.660188, loss_idmrf: 6.373477, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:34:39,550 - INFO - [Train] step: 127599, loss_mpn: 0.033612, loss_rec: 0.033784, loss_semantic: 0.455981, loss_idmrf: 4.210774, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:35:12,210 - INFO - [Train] step: 127699, loss_mpn: 0.071563, loss_rec: 0.065268, loss_semantic: 0.860049, loss_idmrf: 8.612319, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:35:44,849 - INFO - [Train] step: 127799, loss_mpn: 0.045462, loss_rec: 0.072081, loss_semantic: 0.821185, loss_idmrf: 7.613978, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:36:17,396 - INFO - [Train] step: 127899, loss_mpn: 0.067634, loss_rec: 0.052947, loss_semantic: 0.731620, loss_idmrf: 7.084786, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:36:49,907 - INFO - [Train] step: 127999, loss_mpn: 0.055164, loss_rec: 0.070002, loss_semantic: 0.889148, loss_idmrf: 8.221504, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:37:30,451 - INFO - [Eval] step: 127999, bce: 0.104889, psnr: 25.639870, ssim: 0.843609, lpips: 0.165130
+2023-03-24 00:38:05,510 - INFO - [Train] step: 128099, loss_mpn: 0.130409, loss_rec: 0.093602, loss_semantic: 0.977902, loss_idmrf: 12.009995, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:38:38,142 - INFO - [Train] step: 128199, loss_mpn: 0.028799, loss_rec: 0.043763, loss_semantic: 0.588574, loss_idmrf: 4.994531, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:39:10,786 - INFO - [Train] step: 128299, loss_mpn: 0.032156, loss_rec: 0.063118, loss_semantic: 0.684462, loss_idmrf: 10.253548, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:39:43,534 - INFO - [Train] step: 128399, loss_mpn: 0.055438, loss_rec: 0.054333, loss_semantic: 0.682741, loss_idmrf: 9.689600, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:40:16,140 - INFO - [Train] step: 128499, loss_mpn: 0.064362, loss_rec: 0.057774, loss_semantic: 0.733003, loss_idmrf: 10.085251, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:40:48,906 - INFO - [Train] step: 128599, loss_mpn: 0.039191, loss_rec: 0.045993, loss_semantic: 0.602512, loss_idmrf: 6.826896, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:41:21,704 - INFO - [Train] step: 128699, loss_mpn: 0.029152, loss_rec: 0.043097, loss_semantic: 0.704793, loss_idmrf: 8.967902, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:41:54,401 - INFO - [Train] step: 128799, loss_mpn: 0.030419, loss_rec: 0.052602, loss_semantic: 0.715015, loss_idmrf: 8.814050, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:42:26,998 - INFO - [Train] step: 128899, loss_mpn: 0.029348, loss_rec: 0.048138, loss_semantic: 0.624021, loss_idmrf: 8.548845, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:42:59,641 - INFO - [Train] step: 128999, loss_mpn: 0.026870, loss_rec: 0.073010, loss_semantic: 0.781409, loss_idmrf: 11.752429, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:43:40,544 - INFO - [Eval] step: 128999, bce: 0.095211, psnr: 25.648493, ssim: 0.843636, lpips: 0.160491
+2023-03-24 00:44:15,651 - INFO - [Train] step: 129099, loss_mpn: 0.039990, loss_rec: 0.032248, loss_semantic: 0.613141, loss_idmrf: 6.816802, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:44:48,229 - INFO - [Train] step: 129199, loss_mpn: 0.034399, loss_rec: 0.044279, loss_semantic: 0.634804, loss_idmrf: 7.176142, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:45:20,860 - INFO - [Train] step: 129299, loss_mpn: 0.035892, loss_rec: 0.049240, loss_semantic: 0.700737, loss_idmrf: 7.885071, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:45:53,624 - INFO - [Train] step: 129399, loss_mpn: 0.052948, loss_rec: 0.067015, loss_semantic: 0.702732, loss_idmrf: 6.858962, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:46:26,428 - INFO - [Train] step: 129499, loss_mpn: 0.044538, loss_rec: 0.085258, loss_semantic: 0.972605, loss_idmrf: 8.527389, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:46:59,120 - INFO - [Train] step: 129599, loss_mpn: 0.034795, loss_rec: 0.049939, loss_semantic: 0.565244, loss_idmrf: 6.529946, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:47:31,769 - INFO - [Train] step: 129699, loss_mpn: 0.047860, loss_rec: 0.060522, loss_semantic: 0.775850, loss_idmrf: 7.648043, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:48:04,438 - INFO - [Train] step: 129799, loss_mpn: 0.029033, loss_rec: 0.054267, loss_semantic: 0.625114, loss_idmrf: 5.327363, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:48:37,072 - INFO - [Train] step: 129899, loss_mpn: 0.039644, loss_rec: 0.067501, loss_semantic: 0.743714, loss_idmrf: 6.793834, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:49:09,744 - INFO - [Train] step: 129999, loss_mpn: 0.028075, loss_rec: 0.049434, loss_semantic: 0.604190, loss_idmrf: 4.904703, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:49:50,131 - INFO - [Eval] step: 129999, bce: 0.101339, psnr: 25.536709, ssim: 0.844297, lpips: 0.163359
+2023-03-24 00:50:25,311 - INFO - [Train] step: 130099, loss_mpn: 0.070589, loss_rec: 0.063465, loss_semantic: 0.700925, loss_idmrf: 8.362088, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:50:57,936 - INFO - [Train] step: 130199, loss_mpn: 0.028070, loss_rec: 0.058741, loss_semantic: 0.802247, loss_idmrf: 7.621594, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:51:30,527 - INFO - [Train] step: 130299, loss_mpn: 0.030062, loss_rec: 0.036185, loss_semantic: 0.513351, loss_idmrf: 5.972572, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:52:03,259 - INFO - [Train] step: 130399, loss_mpn: 0.039019, loss_rec: 0.087330, loss_semantic: 0.904719, loss_idmrf: 10.022717, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:52:35,949 - INFO - [Train] step: 130499, loss_mpn: 0.047107, loss_rec: 0.047284, loss_semantic: 0.665563, loss_idmrf: 8.557181, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:53:08,484 - INFO - [Train] step: 130599, loss_mpn: 0.023376, loss_rec: 0.045253, loss_semantic: 0.651758, loss_idmrf: 6.862541, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:53:41,114 - INFO - [Train] step: 130699, loss_mpn: 0.076158, loss_rec: 0.093736, loss_semantic: 0.978099, loss_idmrf: 12.193533, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:54:13,661 - INFO - [Train] step: 130799, loss_mpn: 0.019161, loss_rec: 0.074978, loss_semantic: 0.857308, loss_idmrf: 7.617542, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:54:46,306 - INFO - [Train] step: 130899, loss_mpn: 0.057896, loss_rec: 0.064495, loss_semantic: 0.746370, loss_idmrf: 12.072634, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:55:18,888 - INFO - [Train] step: 130999, loss_mpn: 0.031036, loss_rec: 0.043585, loss_semantic: 0.628739, loss_idmrf: 5.425599, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:55:59,368 - INFO - [Eval] step: 130999, bce: 0.098796, psnr: 25.511482, ssim: 0.843617, lpips: 0.165128
+2023-03-24 00:56:34,453 - INFO - [Train] step: 131099, loss_mpn: 0.028863, loss_rec: 0.037538, loss_semantic: 0.530933, loss_idmrf: 5.184390, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:57:07,083 - INFO - [Train] step: 131199, loss_mpn: 0.030573, loss_rec: 0.048675, loss_semantic: 0.586224, loss_idmrf: 5.756316, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:57:39,705 - INFO - [Train] step: 131299, loss_mpn: 0.033339, loss_rec: 0.037431, loss_semantic: 0.518531, loss_idmrf: 3.184266, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:58:12,418 - INFO - [Train] step: 131399, loss_mpn: 0.061832, loss_rec: 0.097945, loss_semantic: 0.939359, loss_idmrf: 13.936632, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:58:45,159 - INFO - [Train] step: 131499, loss_mpn: 0.071652, loss_rec: 0.082842, loss_semantic: 0.929336, loss_idmrf: 10.396353, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:59:17,764 - INFO - [Train] step: 131599, loss_mpn: 0.046407, loss_rec: 0.057341, loss_semantic: 0.726888, loss_idmrf: 12.265092, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 00:59:50,354 - INFO - [Train] step: 131699, loss_mpn: 0.043482, loss_rec: 0.071596, loss_semantic: 0.844314, loss_idmrf: 10.317766, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:00:23,011 - INFO - [Train] step: 131799, loss_mpn: 0.039468, loss_rec: 0.055853, loss_semantic: 0.734367, loss_idmrf: 6.457550, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:00:55,664 - INFO - [Train] step: 131899, loss_mpn: 0.021315, loss_rec: 0.067990, loss_semantic: 0.839968, loss_idmrf: 6.988491, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:01:28,253 - INFO - [Train] step: 131999, loss_mpn: 0.044790, loss_rec: 0.058049, loss_semantic: 0.721332, loss_idmrf: 7.597693, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:02:08,654 - INFO - [Eval] step: 131999, bce: 0.092120, psnr: 25.521814, ssim: 0.844016, lpips: 0.165591
+2023-03-24 01:02:43,681 - INFO - [Train] step: 132099, loss_mpn: 0.047740, loss_rec: 0.059873, loss_semantic: 0.753627, loss_idmrf: 5.599329, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:03:16,355 - INFO - [Train] step: 132199, loss_mpn: 0.022934, loss_rec: 0.057203, loss_semantic: 0.648530, loss_idmrf: 10.199209, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:03:48,929 - INFO - [Train] step: 132299, loss_mpn: 0.035283, loss_rec: 0.056258, loss_semantic: 0.680226, loss_idmrf: 11.836943, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:04:21,609 - INFO - [Train] step: 132399, loss_mpn: 0.025803, loss_rec: 0.070985, loss_semantic: 0.809141, loss_idmrf: 6.881282, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:04:54,236 - INFO - [Train] step: 132499, loss_mpn: 0.028565, loss_rec: 0.060255, loss_semantic: 0.720417, loss_idmrf: 7.078119, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:05:26,964 - INFO - [Train] step: 132599, loss_mpn: 0.040680, loss_rec: 0.053506, loss_semantic: 0.646808, loss_idmrf: 10.328661, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:05:59,633 - INFO - [Train] step: 132699, loss_mpn: 0.037864, loss_rec: 0.063707, loss_semantic: 0.818903, loss_idmrf: 11.702434, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:06:32,299 - INFO - [Train] step: 132799, loss_mpn: 0.040413, loss_rec: 0.119154, loss_semantic: 0.983085, loss_idmrf: 10.885988, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:07:04,931 - INFO - [Train] step: 132899, loss_mpn: 0.035880, loss_rec: 0.038908, loss_semantic: 0.586341, loss_idmrf: 4.920005, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:07:37,570 - INFO - [Train] step: 132999, loss_mpn: 0.033409, loss_rec: 0.064127, loss_semantic: 0.701931, loss_idmrf: 6.068034, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:08:17,921 - INFO - [Eval] step: 132999, bce: 0.093843, psnr: 25.459892, ssim: 0.844091, lpips: 0.162528
+2023-03-24 01:08:53,002 - INFO - [Train] step: 133099, loss_mpn: 0.037372, loss_rec: 0.068103, loss_semantic: 0.695315, loss_idmrf: 7.767512, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:09:25,682 - INFO - [Train] step: 133199, loss_mpn: 0.061834, loss_rec: 0.055083, loss_semantic: 0.719736, loss_idmrf: 11.532437, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:09:58,300 - INFO - [Train] step: 133299, loss_mpn: 0.031415, loss_rec: 0.069499, loss_semantic: 0.798324, loss_idmrf: 9.050416, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:10:30,982 - INFO - [Train] step: 133399, loss_mpn: 0.048990, loss_rec: 0.059273, loss_semantic: 0.781423, loss_idmrf: 9.008148, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:11:03,605 - INFO - [Train] step: 133499, loss_mpn: 0.025322, loss_rec: 0.052511, loss_semantic: 0.652832, loss_idmrf: 5.142829, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:11:36,261 - INFO - [Train] step: 133599, loss_mpn: 0.027292, loss_rec: 0.113746, loss_semantic: 1.047573, loss_idmrf: 13.850214, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:12:08,907 - INFO - [Train] step: 133699, loss_mpn: 0.038577, loss_rec: 0.070025, loss_semantic: 0.838713, loss_idmrf: 7.961440, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:12:41,529 - INFO - [Train] step: 133799, loss_mpn: 0.032197, loss_rec: 0.057531, loss_semantic: 0.679510, loss_idmrf: 7.683376, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:13:14,093 - INFO - [Train] step: 133899, loss_mpn: 0.031995, loss_rec: 0.044968, loss_semantic: 0.527788, loss_idmrf: 4.955025, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:13:46,721 - INFO - [Train] step: 133999, loss_mpn: 0.016073, loss_rec: 0.031903, loss_semantic: 0.574661, loss_idmrf: 7.569425, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:14:27,392 - INFO - [Eval] step: 133999, bce: 0.097259, psnr: 25.657667, ssim: 0.844629, lpips: 0.162518
+2023-03-24 01:15:02,506 - INFO - [Train] step: 134099, loss_mpn: 0.029600, loss_rec: 0.093818, loss_semantic: 0.997532, loss_idmrf: 10.894388, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:15:34,975 - INFO - [Train] step: 134199, loss_mpn: 0.039145, loss_rec: 0.077639, loss_semantic: 0.809281, loss_idmrf: 10.836683, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:16:07,550 - INFO - [Train] step: 134299, loss_mpn: 0.028878, loss_rec: 0.052883, loss_semantic: 0.648736, loss_idmrf: 10.492051, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:16:40,106 - INFO - [Train] step: 134399, loss_mpn: 0.032856, loss_rec: 0.055259, loss_semantic: 0.614572, loss_idmrf: 6.007617, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:17:12,729 - INFO - [Train] step: 134499, loss_mpn: 0.031212, loss_rec: 0.107358, loss_semantic: 0.881217, loss_idmrf: 8.942979, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:17:45,404 - INFO - [Train] step: 134599, loss_mpn: 0.025540, loss_rec: 0.039849, loss_semantic: 0.553157, loss_idmrf: 7.370609, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:18:18,071 - INFO - [Train] step: 134699, loss_mpn: 0.033107, loss_rec: 0.069585, loss_semantic: 0.680747, loss_idmrf: 9.195267, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:18:50,695 - INFO - [Train] step: 134799, loss_mpn: 0.051451, loss_rec: 0.097650, loss_semantic: 0.912170, loss_idmrf: 10.178475, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:19:23,236 - INFO - [Train] step: 134899, loss_mpn: 0.041947, loss_rec: 0.093685, loss_semantic: 0.927668, loss_idmrf: 10.656736, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:19:55,712 - INFO - [Train] step: 134999, loss_mpn: 0.024143, loss_rec: 0.093359, loss_semantic: 0.884891, loss_idmrf: 7.691866, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:20:35,951 - INFO - [Eval] step: 134999, bce: 0.090937, psnr: 25.604504, ssim: 0.841701, lpips: 0.163407
+2023-03-24 01:21:10,897 - INFO - [Train] step: 135099, loss_mpn: 0.033428, loss_rec: 0.061459, loss_semantic: 0.687377, loss_idmrf: 8.184993, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:21:43,342 - INFO - [Train] step: 135199, loss_mpn: 0.031473, loss_rec: 0.059792, loss_semantic: 0.647255, loss_idmrf: 6.385771, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:22:15,767 - INFO - [Train] step: 135299, loss_mpn: 0.032646, loss_rec: 0.096470, loss_semantic: 0.869883, loss_idmrf: 9.576141, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:22:48,307 - INFO - [Train] step: 135399, loss_mpn: 0.024524, loss_rec: 0.024182, loss_semantic: 0.422093, loss_idmrf: 6.030005, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:23:20,878 - INFO - [Train] step: 135499, loss_mpn: 0.048432, loss_rec: 0.041379, loss_semantic: 0.499491, loss_idmrf: 8.216628, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:23:53,465 - INFO - [Train] step: 135599, loss_mpn: 0.034719, loss_rec: 0.098542, loss_semantic: 0.885472, loss_idmrf: 8.912454, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:24:26,153 - INFO - [Train] step: 135699, loss_mpn: 0.030125, loss_rec: 0.036013, loss_semantic: 0.523342, loss_idmrf: 6.574555, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:24:58,663 - INFO - [Train] step: 135799, loss_mpn: 0.012335, loss_rec: 0.062411, loss_semantic: 0.674646, loss_idmrf: 5.421664, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:25:31,281 - INFO - [Train] step: 135899, loss_mpn: 0.056486, loss_rec: 0.070558, loss_semantic: 0.826645, loss_idmrf: 13.188109, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:26:03,908 - INFO - [Train] step: 135999, loss_mpn: 0.023827, loss_rec: 0.048807, loss_semantic: 0.601024, loss_idmrf: 4.102681, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:26:44,164 - INFO - [Eval] step: 135999, bce: 0.092650, psnr: 25.680593, ssim: 0.845022, lpips: 0.164235
+2023-03-24 01:27:19,120 - INFO - [Train] step: 136099, loss_mpn: 0.046872, loss_rec: 0.082884, loss_semantic: 0.879986, loss_idmrf: 10.571753, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:27:51,650 - INFO - [Train] step: 136199, loss_mpn: 0.038352, loss_rec: 0.057387, loss_semantic: 0.706340, loss_idmrf: 7.515170, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:28:24,245 - INFO - [Train] step: 136299, loss_mpn: 0.023386, loss_rec: 0.061474, loss_semantic: 0.704543, loss_idmrf: 8.690038, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:28:56,791 - INFO - [Train] step: 136399, loss_mpn: 0.038618, loss_rec: 0.095154, loss_semantic: 0.940773, loss_idmrf: 9.186823, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:29:29,358 - INFO - [Train] step: 136499, loss_mpn: 0.050393, loss_rec: 0.055526, loss_semantic: 0.685062, loss_idmrf: 8.494133, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:30:01,949 - INFO - [Train] step: 136599, loss_mpn: 0.017170, loss_rec: 0.061486, loss_semantic: 0.641494, loss_idmrf: 5.351964, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:30:34,582 - INFO - [Train] step: 136699, loss_mpn: 0.035916, loss_rec: 0.052097, loss_semantic: 0.590437, loss_idmrf: 5.655117, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:31:07,127 - INFO - [Train] step: 136799, loss_mpn: 0.019098, loss_rec: 0.069686, loss_semantic: 0.705457, loss_idmrf: 7.492864, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:31:39,572 - INFO - [Train] step: 136899, loss_mpn: 0.026930, loss_rec: 0.054059, loss_semantic: 0.588354, loss_idmrf: 5.955640, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:32:12,067 - INFO - [Train] step: 136999, loss_mpn: 0.038588, loss_rec: 0.054771, loss_semantic: 0.720269, loss_idmrf: 9.083326, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:32:52,564 - INFO - [Eval] step: 136999, bce: 0.098620, psnr: 25.629858, ssim: 0.844446, lpips: 0.160008
+2023-03-24 01:33:27,514 - INFO - [Train] step: 137099, loss_mpn: 0.041326, loss_rec: 0.047221, loss_semantic: 0.673258, loss_idmrf: 7.791314, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:34:00,051 - INFO - [Train] step: 137199, loss_mpn: 0.046071, loss_rec: 0.076569, loss_semantic: 0.820328, loss_idmrf: 10.160915, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:34:32,567 - INFO - [Train] step: 137299, loss_mpn: 0.031328, loss_rec: 0.086833, loss_semantic: 0.895968, loss_idmrf: 13.265707, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:35:05,099 - INFO - [Train] step: 137399, loss_mpn: 0.050154, loss_rec: 0.071192, loss_semantic: 0.873541, loss_idmrf: 7.680385, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:35:37,756 - INFO - [Train] step: 137499, loss_mpn: 0.078979, loss_rec: 0.072655, loss_semantic: 0.788799, loss_idmrf: 10.985254, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:36:10,389 - INFO - [Train] step: 137599, loss_mpn: 0.029489, loss_rec: 0.057376, loss_semantic: 0.726071, loss_idmrf: 9.593239, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:36:43,054 - INFO - [Train] step: 137699, loss_mpn: 0.040752, loss_rec: 0.055222, loss_semantic: 0.654757, loss_idmrf: 5.952058, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:37:15,699 - INFO - [Train] step: 137799, loss_mpn: 0.043786, loss_rec: 0.040268, loss_semantic: 0.552195, loss_idmrf: 7.326122, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:37:48,313 - INFO - [Train] step: 137899, loss_mpn: 0.022821, loss_rec: 0.075084, loss_semantic: 0.785962, loss_idmrf: 8.009577, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:38:20,879 - INFO - [Train] step: 137999, loss_mpn: 0.026985, loss_rec: 0.056120, loss_semantic: 0.700012, loss_idmrf: 9.153141, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:39:01,469 - INFO - [Eval] step: 137999, bce: 0.103006, psnr: 25.697258, ssim: 0.845634, lpips: 0.161334
+2023-03-24 01:39:36,497 - INFO - [Train] step: 138099, loss_mpn: 0.040656, loss_rec: 0.082895, loss_semantic: 0.879547, loss_idmrf: 10.336653, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:40:09,029 - INFO - [Train] step: 138199, loss_mpn: 0.040716, loss_rec: 0.082158, loss_semantic: 0.862937, loss_idmrf: 9.534594, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:40:41,599 - INFO - [Train] step: 138299, loss_mpn: 0.032152, loss_rec: 0.094017, loss_semantic: 0.888013, loss_idmrf: 7.905517, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:41:14,170 - INFO - [Train] step: 138399, loss_mpn: 0.051282, loss_rec: 0.060705, loss_semantic: 0.800088, loss_idmrf: 9.819038, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:41:46,732 - INFO - [Train] step: 138499, loss_mpn: 0.048705, loss_rec: 0.061383, loss_semantic: 0.700732, loss_idmrf: 7.321595, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:42:19,216 - INFO - [Train] step: 138599, loss_mpn: 0.035846, loss_rec: 0.090918, loss_semantic: 1.016158, loss_idmrf: 10.181683, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:42:51,734 - INFO - [Train] step: 138699, loss_mpn: 0.042461, loss_rec: 0.088819, loss_semantic: 0.904350, loss_idmrf: 9.635391, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:43:24,267 - INFO - [Train] step: 138799, loss_mpn: 0.022759, loss_rec: 0.052251, loss_semantic: 0.677170, loss_idmrf: 7.301288, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:43:56,767 - INFO - [Train] step: 138899, loss_mpn: 0.024954, loss_rec: 0.082076, loss_semantic: 0.841823, loss_idmrf: 7.148154, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:44:29,333 - INFO - [Train] step: 138999, loss_mpn: 0.034950, loss_rec: 0.064454, loss_semantic: 0.759975, loss_idmrf: 9.334629, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:45:09,788 - INFO - [Eval] step: 138999, bce: 0.092646, psnr: 25.556580, ssim: 0.844804, lpips: 0.163554
+2023-03-24 01:45:44,626 - INFO - [Train] step: 139099, loss_mpn: 0.037949, loss_rec: 0.053854, loss_semantic: 0.622594, loss_idmrf: 7.225001, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:46:17,015 - INFO - [Train] step: 139199, loss_mpn: 0.038922, loss_rec: 0.073428, loss_semantic: 0.918540, loss_idmrf: 10.665783, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:46:49,445 - INFO - [Train] step: 139299, loss_mpn: 0.021289, loss_rec: 0.027678, loss_semantic: 0.364434, loss_idmrf: 2.976582, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:47:21,873 - INFO - [Train] step: 139399, loss_mpn: 0.033081, loss_rec: 0.115746, loss_semantic: 1.010701, loss_idmrf: 11.150290, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:47:54,351 - INFO - [Train] step: 139499, loss_mpn: 0.032959, loss_rec: 0.045609, loss_semantic: 0.626036, loss_idmrf: 3.640642, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:48:26,908 - INFO - [Train] step: 139599, loss_mpn: 0.019880, loss_rec: 0.044013, loss_semantic: 0.531301, loss_idmrf: 3.097622, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:48:59,479 - INFO - [Train] step: 139699, loss_mpn: 0.050970, loss_rec: 0.058046, loss_semantic: 0.725430, loss_idmrf: 9.890230, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:49:32,079 - INFO - [Train] step: 139799, loss_mpn: 0.038322, loss_rec: 0.061237, loss_semantic: 0.807719, loss_idmrf: 9.978449, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:50:04,602 - INFO - [Train] step: 139899, loss_mpn: 0.017993, loss_rec: 0.055598, loss_semantic: 0.583359, loss_idmrf: 4.761201, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:50:37,082 - INFO - [Train] step: 139999, loss_mpn: 0.057431, loss_rec: 0.047860, loss_semantic: 0.603004, loss_idmrf: 4.567811, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:51:17,577 - INFO - [Eval] step: 139999, bce: 0.114317, psnr: 25.684507, ssim: 0.845082, lpips: 0.160845
+2023-03-24 01:51:52,657 - INFO - [Train] step: 140099, loss_mpn: 0.034609, loss_rec: 0.095635, loss_semantic: 1.019857, loss_idmrf: 10.679010, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:52:25,094 - INFO - [Train] step: 140199, loss_mpn: 0.039543, loss_rec: 0.065653, loss_semantic: 0.772617, loss_idmrf: 8.285528, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:52:57,609 - INFO - [Train] step: 140299, loss_mpn: 0.022853, loss_rec: 0.069951, loss_semantic: 0.697807, loss_idmrf: 7.590318, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:53:30,182 - INFO - [Train] step: 140399, loss_mpn: 0.035584, loss_rec: 0.035319, loss_semantic: 0.476802, loss_idmrf: 4.054106, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:54:02,656 - INFO - [Train] step: 140499, loss_mpn: 0.038809, loss_rec: 0.118032, loss_semantic: 1.070536, loss_idmrf: 11.536952, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:54:35,142 - INFO - [Train] step: 140599, loss_mpn: 0.071898, loss_rec: 0.041338, loss_semantic: 0.621825, loss_idmrf: 13.147524, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:55:07,633 - INFO - [Train] step: 140699, loss_mpn: 0.036426, loss_rec: 0.091231, loss_semantic: 0.900632, loss_idmrf: 11.459489, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:55:40,316 - INFO - [Train] step: 140799, loss_mpn: 0.025686, loss_rec: 0.043009, loss_semantic: 0.541819, loss_idmrf: 6.186220, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:56:12,831 - INFO - [Train] step: 140899, loss_mpn: 0.045445, loss_rec: 0.066269, loss_semantic: 0.765290, loss_idmrf: 7.246704, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:56:45,312 - INFO - [Train] step: 140999, loss_mpn: 0.035611, loss_rec: 0.067670, loss_semantic: 0.766100, loss_idmrf: 9.886484, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:57:25,707 - INFO - [Eval] step: 140999, bce: 0.088053, psnr: 25.551531, ssim: 0.844194, lpips: 0.163156
+2023-03-24 01:58:00,732 - INFO - [Train] step: 141099, loss_mpn: 0.037410, loss_rec: 0.033427, loss_semantic: 0.503034, loss_idmrf: 4.238369, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:58:33,239 - INFO - [Train] step: 141199, loss_mpn: 0.027486, loss_rec: 0.129046, loss_semantic: 0.966904, loss_idmrf: 15.840736, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:59:05,728 - INFO - [Train] step: 141299, loss_mpn: 0.051609, loss_rec: 0.063172, loss_semantic: 0.651254, loss_idmrf: 8.121055, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 01:59:38,259 - INFO - [Train] step: 141399, loss_mpn: 0.024597, loss_rec: 0.059080, loss_semantic: 0.610817, loss_idmrf: 7.619313, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:00:10,866 - INFO - [Train] step: 141499, loss_mpn: 0.022462, loss_rec: 0.055033, loss_semantic: 0.615206, loss_idmrf: 7.130610, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:00:43,485 - INFO - [Train] step: 141599, loss_mpn: 0.019927, loss_rec: 0.056935, loss_semantic: 0.668301, loss_idmrf: 6.331991, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:01:16,074 - INFO - [Train] step: 141699, loss_mpn: 0.022027, loss_rec: 0.049593, loss_semantic: 0.617717, loss_idmrf: 5.791498, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:01:48,789 - INFO - [Train] step: 141799, loss_mpn: 0.038759, loss_rec: 0.100403, loss_semantic: 0.938508, loss_idmrf: 10.965368, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:02:21,437 - INFO - [Train] step: 141899, loss_mpn: 0.029669, loss_rec: 0.079494, loss_semantic: 0.746333, loss_idmrf: 8.217719, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:02:54,013 - INFO - [Train] step: 141999, loss_mpn: 0.057371, loss_rec: 0.040922, loss_semantic: 0.532252, loss_idmrf: 5.865801, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:03:34,283 - INFO - [Eval] step: 141999, bce: 0.092510, psnr: 25.737667, ssim: 0.844375, lpips: 0.164508
+2023-03-24 02:04:09,173 - INFO - [Train] step: 142099, loss_mpn: 0.038664, loss_rec: 0.070473, loss_semantic: 0.793352, loss_idmrf: 7.213460, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:04:41,598 - INFO - [Train] step: 142199, loss_mpn: 0.020054, loss_rec: 0.058172, loss_semantic: 0.666450, loss_idmrf: 7.277858, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:05:14,137 - INFO - [Train] step: 142299, loss_mpn: 0.020426, loss_rec: 0.035706, loss_semantic: 0.451694, loss_idmrf: 3.079003, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:05:46,589 - INFO - [Train] step: 142399, loss_mpn: 0.029888, loss_rec: 0.041611, loss_semantic: 0.559490, loss_idmrf: 6.468657, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:06:19,060 - INFO - [Train] step: 142499, loss_mpn: 0.018963, loss_rec: 0.030457, loss_semantic: 0.476415, loss_idmrf: 3.599665, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:06:51,526 - INFO - [Train] step: 142599, loss_mpn: 0.040544, loss_rec: 0.088147, loss_semantic: 0.889314, loss_idmrf: 9.334578, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:07:23,991 - INFO - [Train] step: 142699, loss_mpn: 0.040978, loss_rec: 0.090929, loss_semantic: 1.027053, loss_idmrf: 12.140398, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:07:56,489 - INFO - [Train] step: 142799, loss_mpn: 0.029243, loss_rec: 0.074657, loss_semantic: 0.819092, loss_idmrf: 7.385478, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:08:29,049 - INFO - [Train] step: 142899, loss_mpn: 0.016976, loss_rec: 0.063872, loss_semantic: 0.644656, loss_idmrf: 6.945834, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:09:01,548 - INFO - [Train] step: 142999, loss_mpn: 0.030866, loss_rec: 0.066812, loss_semantic: 0.705916, loss_idmrf: 7.617898, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:09:41,832 - INFO - [Eval] step: 142999, bce: 0.086245, psnr: 25.705067, ssim: 0.844132, lpips: 0.164457
+2023-03-24 02:10:16,768 - INFO - [Train] step: 143099, loss_mpn: 0.043045, loss_rec: 0.059746, loss_semantic: 0.699665, loss_idmrf: 9.134326, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:10:49,126 - INFO - [Train] step: 143199, loss_mpn: 0.032857, loss_rec: 0.086438, loss_semantic: 0.919851, loss_idmrf: 9.605196, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:11:21,544 - INFO - [Train] step: 143299, loss_mpn: 0.111569, loss_rec: 0.052639, loss_semantic: 0.868329, loss_idmrf: 11.296400, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:11:54,186 - INFO - [Train] step: 143399, loss_mpn: 0.026000, loss_rec: 0.069560, loss_semantic: 0.630787, loss_idmrf: 7.008000, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:12:26,648 - INFO - [Train] step: 143499, loss_mpn: 0.080271, loss_rec: 0.057160, loss_semantic: 0.740703, loss_idmrf: 8.695240, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:12:59,182 - INFO - [Train] step: 143599, loss_mpn: 0.058503, loss_rec: 0.051638, loss_semantic: 0.621738, loss_idmrf: 7.111937, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:13:31,636 - INFO - [Train] step: 143699, loss_mpn: 0.025607, loss_rec: 0.077925, loss_semantic: 0.905949, loss_idmrf: 8.977036, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:14:04,024 - INFO - [Train] step: 143799, loss_mpn: 0.016218, loss_rec: 0.052858, loss_semantic: 0.630851, loss_idmrf: 10.111982, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:14:36,495 - INFO - [Train] step: 143899, loss_mpn: 0.027347, loss_rec: 0.053584, loss_semantic: 0.688064, loss_idmrf: 6.266860, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:15:08,971 - INFO - [Train] step: 143999, loss_mpn: 0.053712, loss_rec: 0.070255, loss_semantic: 0.874379, loss_idmrf: 11.015079, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:15:49,235 - INFO - [Eval] step: 143999, bce: 0.090896, psnr: 25.547920, ssim: 0.845809, lpips: 0.161402
+2023-03-24 02:16:23,968 - INFO - [Train] step: 144099, loss_mpn: 0.017855, loss_rec: 0.030691, loss_semantic: 0.483220, loss_idmrf: 4.214632, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:16:56,258 - INFO - [Train] step: 144199, loss_mpn: 0.024156, loss_rec: 0.086744, loss_semantic: 0.862535, loss_idmrf: 9.967379, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:17:28,587 - INFO - [Train] step: 144299, loss_mpn: 0.022562, loss_rec: 0.037621, loss_semantic: 0.481373, loss_idmrf: 4.809884, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:18:01,003 - INFO - [Train] step: 144399, loss_mpn: 0.050895, loss_rec: 0.093131, loss_semantic: 0.816164, loss_idmrf: 12.530443, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:18:33,382 - INFO - [Train] step: 144499, loss_mpn: 0.074708, loss_rec: 0.053678, loss_semantic: 0.637241, loss_idmrf: 5.905352, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:19:05,718 - INFO - [Train] step: 144599, loss_mpn: 0.023886, loss_rec: 0.042006, loss_semantic: 0.595480, loss_idmrf: 8.079304, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:19:38,092 - INFO - [Train] step: 144699, loss_mpn: 0.050072, loss_rec: 0.060334, loss_semantic: 0.773231, loss_idmrf: 7.679719, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:20:10,512 - INFO - [Train] step: 144799, loss_mpn: 0.042307, loss_rec: 0.047786, loss_semantic: 0.640455, loss_idmrf: 9.153476, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:20:43,005 - INFO - [Train] step: 144899, loss_mpn: 0.027795, loss_rec: 0.050866, loss_semantic: 0.590899, loss_idmrf: 6.521794, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:21:15,365 - INFO - [Train] step: 144999, loss_mpn: 0.031734, loss_rec: 0.044133, loss_semantic: 0.595439, loss_idmrf: 5.776794, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:21:55,603 - INFO - [Eval] step: 144999, bce: 0.108471, psnr: 25.641167, ssim: 0.845515, lpips: 0.162819
+2023-03-24 02:22:30,660 - INFO - [Train] step: 145099, loss_mpn: 0.024276, loss_rec: 0.065608, loss_semantic: 0.740844, loss_idmrf: 10.338103, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:23:02,987 - INFO - [Train] step: 145199, loss_mpn: 0.056656, loss_rec: 0.059527, loss_semantic: 0.642791, loss_idmrf: 4.509254, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:23:35,404 - INFO - [Train] step: 145299, loss_mpn: 0.030785, loss_rec: 0.069597, loss_semantic: 0.677366, loss_idmrf: 7.629434, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:24:07,709 - INFO - [Train] step: 145399, loss_mpn: 0.019651, loss_rec: 0.041788, loss_semantic: 0.561964, loss_idmrf: 5.308291, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:24:40,147 - INFO - [Train] step: 145499, loss_mpn: 0.020296, loss_rec: 0.044587, loss_semantic: 0.642271, loss_idmrf: 4.777106, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:25:12,570 - INFO - [Train] step: 145599, loss_mpn: 0.032394, loss_rec: 0.077280, loss_semantic: 0.834337, loss_idmrf: 11.039150, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:25:45,016 - INFO - [Train] step: 145699, loss_mpn: 0.022186, loss_rec: 0.055757, loss_semantic: 0.657070, loss_idmrf: 6.167880, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:26:17,382 - INFO - [Train] step: 145799, loss_mpn: 0.021732, loss_rec: 0.087382, loss_semantic: 0.750502, loss_idmrf: 5.534048, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:26:49,906 - INFO - [Train] step: 145899, loss_mpn: 0.027114, loss_rec: 0.030305, loss_semantic: 0.494214, loss_idmrf: 2.866435, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:27:22,367 - INFO - [Train] step: 145999, loss_mpn: 0.023135, loss_rec: 0.075667, loss_semantic: 0.710569, loss_idmrf: 9.543855, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:28:02,937 - INFO - [Eval] step: 145999, bce: 0.100178, psnr: 25.693232, ssim: 0.845588, lpips: 0.161745
+2023-03-24 02:28:37,851 - INFO - [Train] step: 146099, loss_mpn: 0.035300, loss_rec: 0.034950, loss_semantic: 0.547690, loss_idmrf: 8.268732, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:29:10,203 - INFO - [Train] step: 146199, loss_mpn: 0.042842, loss_rec: 0.067876, loss_semantic: 0.795746, loss_idmrf: 9.447319, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:29:42,573 - INFO - [Train] step: 146299, loss_mpn: 0.023342, loss_rec: 0.036003, loss_semantic: 0.529263, loss_idmrf: 6.617651, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:30:15,011 - INFO - [Train] step: 146399, loss_mpn: 0.049271, loss_rec: 0.058598, loss_semantic: 0.702110, loss_idmrf: 8.765348, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:30:47,543 - INFO - [Train] step: 146499, loss_mpn: 0.044577, loss_rec: 0.064718, loss_semantic: 0.737582, loss_idmrf: 8.434358, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:31:20,008 - INFO - [Train] step: 146599, loss_mpn: 0.035594, loss_rec: 0.077266, loss_semantic: 0.670509, loss_idmrf: 4.826385, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:31:52,384 - INFO - [Train] step: 146699, loss_mpn: 0.024046, loss_rec: 0.038791, loss_semantic: 0.495260, loss_idmrf: 3.134562, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:32:24,921 - INFO - [Train] step: 146799, loss_mpn: 0.027854, loss_rec: 0.115919, loss_semantic: 0.934242, loss_idmrf: 11.402684, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:32:57,450 - INFO - [Train] step: 146899, loss_mpn: 0.018687, loss_rec: 0.033909, loss_semantic: 0.476964, loss_idmrf: 5.671304, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:33:29,935 - INFO - [Train] step: 146999, loss_mpn: 0.035737, loss_rec: 0.039819, loss_semantic: 0.626914, loss_idmrf: 7.571637, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:34:10,155 - INFO - [Eval] step: 146999, bce: 0.089719, psnr: 25.711313, ssim: 0.845330, lpips: 0.158645
+2023-03-24 02:34:44,903 - INFO - [Train] step: 147099, loss_mpn: 0.020941, loss_rec: 0.055487, loss_semantic: 0.574128, loss_idmrf: 5.543430, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:35:17,245 - INFO - [Train] step: 147199, loss_mpn: 0.033367, loss_rec: 0.053346, loss_semantic: 0.707401, loss_idmrf: 9.723394, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:35:49,521 - INFO - [Train] step: 147299, loss_mpn: 0.057302, loss_rec: 0.032359, loss_semantic: 0.445459, loss_idmrf: 4.787695, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:36:21,839 - INFO - [Train] step: 147399, loss_mpn: 0.028995, loss_rec: 0.055352, loss_semantic: 0.660373, loss_idmrf: 8.637851, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:36:54,015 - INFO - [Train] step: 147499, loss_mpn: 0.040353, loss_rec: 0.031695, loss_semantic: 0.471862, loss_idmrf: 4.842117, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:37:26,312 - INFO - [Train] step: 147599, loss_mpn: 0.036296, loss_rec: 0.102448, loss_semantic: 1.020806, loss_idmrf: 10.895290, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:37:58,472 - INFO - [Train] step: 147699, loss_mpn: 0.036109, loss_rec: 0.047259, loss_semantic: 0.619705, loss_idmrf: 5.950047, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:38:30,643 - INFO - [Train] step: 147799, loss_mpn: 0.064894, loss_rec: 0.063212, loss_semantic: 0.892289, loss_idmrf: 8.185423, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:39:02,915 - INFO - [Train] step: 147899, loss_mpn: 0.033054, loss_rec: 0.082789, loss_semantic: 0.756063, loss_idmrf: 9.718483, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:39:35,316 - INFO - [Train] step: 147999, loss_mpn: 0.031546, loss_rec: 0.048515, loss_semantic: 0.598085, loss_idmrf: 4.777977, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:40:15,703 - INFO - [Eval] step: 147999, bce: 0.086893, psnr: 25.539246, ssim: 0.846562, lpips: 0.161849
+2023-03-24 02:40:50,469 - INFO - [Train] step: 148099, loss_mpn: 0.031597, loss_rec: 0.028986, loss_semantic: 0.461989, loss_idmrf: 3.782445, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:41:22,682 - INFO - [Train] step: 148199, loss_mpn: 0.060536, loss_rec: 0.067296, loss_semantic: 0.723822, loss_idmrf: 8.003193, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:41:55,008 - INFO - [Train] step: 148299, loss_mpn: 0.042263, loss_rec: 0.040836, loss_semantic: 0.536404, loss_idmrf: 3.948842, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:42:27,382 - INFO - [Train] step: 148399, loss_mpn: 0.033894, loss_rec: 0.059521, loss_semantic: 0.619856, loss_idmrf: 8.952685, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:42:59,628 - INFO - [Train] step: 148499, loss_mpn: 0.050802, loss_rec: 0.062328, loss_semantic: 0.678308, loss_idmrf: 8.813219, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:43:31,959 - INFO - [Train] step: 148599, loss_mpn: 0.026883, loss_rec: 0.049277, loss_semantic: 0.559354, loss_idmrf: 5.194147, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:44:04,340 - INFO - [Train] step: 148699, loss_mpn: 0.024642, loss_rec: 0.042354, loss_semantic: 0.550103, loss_idmrf: 5.007654, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:44:36,798 - INFO - [Train] step: 148799, loss_mpn: 0.026312, loss_rec: 0.043005, loss_semantic: 0.591913, loss_idmrf: 7.998343, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:45:09,197 - INFO - [Train] step: 148899, loss_mpn: 0.026513, loss_rec: 0.041384, loss_semantic: 0.600855, loss_idmrf: 5.368336, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:45:41,673 - INFO - [Train] step: 148999, loss_mpn: 0.035386, loss_rec: 0.060793, loss_semantic: 0.815354, loss_idmrf: 5.587401, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:46:22,126 - INFO - [Eval] step: 148999, bce: 0.088976, psnr: 25.679102, ssim: 0.846967, lpips: 0.161390
+2023-03-24 02:46:56,909 - INFO - [Train] step: 149099, loss_mpn: 0.015222, loss_rec: 0.041921, loss_semantic: 0.479756, loss_idmrf: 2.850932, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:47:29,189 - INFO - [Train] step: 149199, loss_mpn: 0.028981, loss_rec: 0.052666, loss_semantic: 0.698091, loss_idmrf: 6.721527, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:48:01,536 - INFO - [Train] step: 149299, loss_mpn: 0.026242, loss_rec: 0.063607, loss_semantic: 0.618948, loss_idmrf: 6.539244, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:48:33,904 - INFO - [Train] step: 149399, loss_mpn: 0.025442, loss_rec: 0.059463, loss_semantic: 0.675910, loss_idmrf: 6.409237, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:49:06,261 - INFO - [Train] step: 149499, loss_mpn: 0.021383, loss_rec: 0.042812, loss_semantic: 0.628644, loss_idmrf: 6.937134, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:49:38,659 - INFO - [Train] step: 149599, loss_mpn: 0.022447, loss_rec: 0.026167, loss_semantic: 0.452564, loss_idmrf: 7.333512, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:50:11,083 - INFO - [Train] step: 149699, loss_mpn: 0.016724, loss_rec: 0.035852, loss_semantic: 0.520764, loss_idmrf: 5.633600, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:50:43,432 - INFO - [Train] step: 149799, loss_mpn: 0.027227, loss_rec: 0.083844, loss_semantic: 0.853364, loss_idmrf: 8.319962, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:51:15,756 - INFO - [Train] step: 149899, loss_mpn: 0.029895, loss_rec: 0.054740, loss_semantic: 0.709802, loss_idmrf: 6.272264, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:51:48,090 - INFO - [Train] step: 149999, loss_mpn: 0.028996, loss_rec: 0.081722, loss_semantic: 0.801529, loss_idmrf: 10.353483, lr_mpn: 0.000100, lr_rin: 0.000100
+2023-03-24 02:52:28,572 - INFO - [Eval] step: 149999, bce: 0.096014, psnr: 25.593769, ssim: 0.845491, lpips: 0.166860
+2023-03-24 02:52:31,379 - INFO - End of training
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