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  1. .gitattributes +62 -0
  2. hyperiqa/4xHyperIQA_0.2_DF2K_plksr_tiny_fp16/4xHyperIQA_02_DF2K_plksr_tiny_fp16.toml +63 -0
  3. hyperiqa/4xHyperIQA_0.2_DF2K_plksr_tiny_fp16/models/net_g_10000.pth +3 -0
  4. hyperiqa/4xHyperIQA_0.2_DF2K_plksr_tiny_fp16/models/net_g_100000.pth +3 -0
  5. hyperiqa/4xHyperIQA_0.2_DF2K_plksr_tiny_fp16/models/net_g_20000.pth +3 -0
  6. hyperiqa/4xHyperIQA_0.2_DF2K_plksr_tiny_fp16/models/net_g_30000.pth +3 -0
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  8. hyperiqa/4xHyperIQA_0.2_DF2K_plksr_tiny_fp16/models/net_g_50000.pth +3 -0
  9. hyperiqa/4xHyperIQA_0.2_DF2K_plksr_tiny_fp16/models/net_g_60000.pth +3 -0
  10. hyperiqa/4xHyperIQA_0.2_DF2K_plksr_tiny_fp16/models/net_g_70000.pth +3 -0
  11. hyperiqa/4xHyperIQA_0.2_DF2K_plksr_tiny_fp16/models/net_g_80000.pth +3 -0
  12. hyperiqa/4xHyperIQA_0.2_DF2K_plksr_tiny_fp16/models/net_g_90000.pth +3 -0
  13. hyperiqa/4xHyperIQA_0.2_DF2K_plksr_tiny_fp16/models/net_g_latest.pth +3 -0
  14. hyperiqa/4xHyperIQA_0.2_DF2K_plksr_tiny_fp16/train_4xHyperIQA_0.2_DF2K_plksr_tiny_fp16_20241008_002542.log +0 -0
  15. hyperiqa/4xHyperIQA_0.2_DF2K_plksr_tiny_fp16/training_states/10000.state +3 -0
  16. hyperiqa/4xHyperIQA_0.2_DF2K_plksr_tiny_fp16/training_states/100000.state +3 -0
  17. hyperiqa/4xHyperIQA_0.2_DF2K_plksr_tiny_fp16/training_states/20000.state +3 -0
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  19. hyperiqa/4xHyperIQA_0.2_DF2K_plksr_tiny_fp16/training_states/40000.state +3 -0
  20. hyperiqa/4xHyperIQA_0.2_DF2K_plksr_tiny_fp16/training_states/50000.state +3 -0
  21. hyperiqa/4xHyperIQA_0.2_DF2K_plksr_tiny_fp16/training_states/60000.state +3 -0
  22. hyperiqa/4xHyperIQA_0.2_DF2K_plksr_tiny_fp16/training_states/70000.state +3 -0
  23. hyperiqa/4xHyperIQA_0.2_DF2K_plksr_tiny_fp16/training_states/80000.state +3 -0
  24. hyperiqa/4xHyperIQA_0.2_DF2K_plksr_tiny_fp16/training_states/90000.state +3 -0
  25. hyperiqa/4xHyperIQA_0.3_DF2K_plksr_tiny_fp16/4xHyperIQA_03_DF2K_plksr_tiny_fp16.toml +63 -0
  26. hyperiqa/4xHyperIQA_0.3_DF2K_plksr_tiny_fp16/models/net_g_10000.pth +3 -0
  27. hyperiqa/4xHyperIQA_0.3_DF2K_plksr_tiny_fp16/models/net_g_100000.pth +3 -0
  28. hyperiqa/4xHyperIQA_0.3_DF2K_plksr_tiny_fp16/models/net_g_20000.pth +3 -0
  29. hyperiqa/4xHyperIQA_0.3_DF2K_plksr_tiny_fp16/models/net_g_30000.pth +3 -0
  30. hyperiqa/4xHyperIQA_0.3_DF2K_plksr_tiny_fp16/models/net_g_40000.pth +3 -0
  31. hyperiqa/4xHyperIQA_0.3_DF2K_plksr_tiny_fp16/models/net_g_50000.pth +3 -0
  32. hyperiqa/4xHyperIQA_0.3_DF2K_plksr_tiny_fp16/models/net_g_50131.pth +3 -0
  33. hyperiqa/4xHyperIQA_0.3_DF2K_plksr_tiny_fp16/models/net_g_60000.pth +3 -0
  34. hyperiqa/4xHyperIQA_0.3_DF2K_plksr_tiny_fp16/models/net_g_70000.pth +3 -0
  35. hyperiqa/4xHyperIQA_0.3_DF2K_plksr_tiny_fp16/models/net_g_80000.pth +3 -0
  36. hyperiqa/4xHyperIQA_0.3_DF2K_plksr_tiny_fp16/models/net_g_90000.pth +3 -0
  37. hyperiqa/4xHyperIQA_0.3_DF2K_plksr_tiny_fp16/models/net_g_latest.pth +3 -0
  38. hyperiqa/4xHyperIQA_0.3_DF2K_plksr_tiny_fp16/train_4xHyperIQA_0.3_DF2K_plksr_tiny_fp16_20241007_070847.log +559 -0
  39. hyperiqa/4xHyperIQA_0.3_DF2K_plksr_tiny_fp16/train_4xHyperIQA_0.3_DF2K_plksr_tiny_fp16_20241007_233420.log +566 -0
  40. hyperiqa/4xHyperIQA_0.3_DF2K_plksr_tiny_fp16/training_states/10000.state +3 -0
  41. hyperiqa/4xHyperIQA_0.3_DF2K_plksr_tiny_fp16/training_states/100000.state +3 -0
  42. hyperiqa/4xHyperIQA_0.3_DF2K_plksr_tiny_fp16/training_states/20000.state +3 -0
  43. hyperiqa/4xHyperIQA_0.3_DF2K_plksr_tiny_fp16/training_states/30000.state +3 -0
  44. hyperiqa/4xHyperIQA_0.3_DF2K_plksr_tiny_fp16/training_states/40000.state +3 -0
  45. hyperiqa/4xHyperIQA_0.3_DF2K_plksr_tiny_fp16/training_states/50000.state +3 -0
  46. hyperiqa/4xHyperIQA_0.3_DF2K_plksr_tiny_fp16/training_states/50131.state +3 -0
  47. hyperiqa/4xHyperIQA_0.3_DF2K_plksr_tiny_fp16/training_states/60000.state +3 -0
  48. hyperiqa/4xHyperIQA_0.3_DF2K_plksr_tiny_fp16/training_states/70000.state +3 -0
  49. hyperiqa/4xHyperIQA_0.3_DF2K_plksr_tiny_fp16/training_states/80000.state +3 -0
  50. hyperiqa/4xHyperIQA_0.3_DF2K_plksr_tiny_fp16/training_states/90000.state +3 -0
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hyperiqa/4xHyperIQA_0.2_DF2K_plksr_tiny_fp16/4xHyperIQA_02_DF2K_plksr_tiny_fp16.toml ADDED
@@ -0,0 +1,63 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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+ # GENERATE TIME: Tue Oct 8 00:25:42 2024
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+ # CMD:
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+ # train.py -opt options/plksr_tiny/hyperiqa/fp16/4xHyperIQA_02_DF2K_plksr_tiny_fp16.toml
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+
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+ # Training config exactly as used for testing with neosr, latest commit hash dc4e3742132bae2c2aa8e8d16de3a9fcec6b1a74
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+ name = "4xHyperIQA_0.2_DF2K_plksr_tiny_fp16"
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+ model_type = "image"
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+ scale = 4
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+ use_amp = true
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+ manual_seed = 1024
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+
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+ [datasets.train]
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+ type = "paired"
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+ dataroot_gt = '/home/phips/Documents/Datasets/wip/DF2K/train/hyperiqa/DF2K_hyperiqa_02_hr/'
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+ dataroot_lq = '/home/phips/Documents/Datasets/wip/DF2K/train/hyperiqa/DF2K_hyperiqa_02_lr/'
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+ patch_size = 32
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+ batch_size = 16
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+
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+ [datasets.val]
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+ name = "val"
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+ type = "paired"
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+ dataroot_gt = '/home/phips/Documents/Datasets/wip/DF2K/test/DIV2K_valid_HR/'
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+ dataroot_lq = '/home/phips/Documents/Datasets/wip/DF2K/test/DIV2K_valid_LR_bicubic/X4/'
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+ [val]
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+ val_freq = 10000
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+ save_img = false
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+ [val.metrics.psnr]
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+ type = "calculate_psnr"
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+ [val.metrics.ssim]
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+ type = "calculate_ssim"
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+ [val.metrics.dists]
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+ type = "calculate_dists"
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+ better = "lower"
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+
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+ [path]
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+
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+ [network_g]
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+ #type = "plksr"
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+ type = "plksr_tiny"
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+
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+ [train]
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+ ema = 0.999
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+
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+ [train.optim_g]
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+ type = "adamw"
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+ lr = 1e-4
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+ betas = [ 0.9, 0.99 ]
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+ weight_decay = 0
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+
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+ [train.scheduler]
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+ type = "multisteplr"
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+ milestones = [ 60000, 120000 ]
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+ gamma = 0.5
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+
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+ [train.pixel_opt]
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+ type = "L1Loss"
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+ loss_weight = 1.0
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+ reduction = "mean"
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+
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+ [logger]
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+ total_iter = 100000
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+ save_checkpoint_freq = 10000
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+ use_tb_logger = true
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+ # GENERATE TIME: Mon Oct 7 23:34:20 2024
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+ # CMD:
3
+ # train.py -opt options/plksr_tiny/hyperiqa/fp16/4xHyperIQA_03_DF2K_plksr_tiny_fp16.toml --auto_resume
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+
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+ # Training config exactly as used for testing with neosr, latest commit hash dc4e3742132bae2c2aa8e8d16de3a9fcec6b1a74
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+ name = "4xHyperIQA_0.3_DF2K_plksr_tiny_fp16"
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+ model_type = "image"
8
+ scale = 4
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+ use_amp = true
10
+ manual_seed = 1024
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+
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+ [datasets.train]
13
+ type = "paired"
14
+ dataroot_gt = '/home/phips/Documents/Datasets/wip/DF2K/train/hyperiqa/DF2K_hyperiqa_03_hr/'
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+ dataroot_lq = '/home/phips/Documents/Datasets/wip/DF2K/train/hyperiqa/DF2K_hyperiqa_03_lr/'
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+ patch_size = 32
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+ batch_size = 16
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+
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+ [datasets.val]
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+ name = "val"
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+ type = "paired"
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+ dataroot_gt = '/home/phips/Documents/Datasets/wip/DF2K/test/DIV2K_valid_HR/'
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+ dataroot_lq = '/home/phips/Documents/Datasets/wip/DF2K/test/DIV2K_valid_LR_bicubic/X4/'
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+ [val]
25
+ val_freq = 10000
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+ save_img = false
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+ [val.metrics.psnr]
28
+ type = "calculate_psnr"
29
+ [val.metrics.ssim]
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+ type = "calculate_ssim"
31
+ [val.metrics.dists]
32
+ type = "calculate_dists"
33
+ better = "lower"
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+
35
+ [path]
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+
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+ [network_g]
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+ #type = "plksr"
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+ type = "plksr_tiny"
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+
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+ [train]
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+ ema = 0.999
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+
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+ [train.optim_g]
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+ type = "adamw"
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+ lr = 1e-4
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+ betas = [ 0.9, 0.99 ]
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+ weight_decay = 0
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+
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+ [train.scheduler]
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+ type = "multisteplr"
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+ milestones = [ 60000, 120000 ]
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+ gamma = 0.5
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+
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+ [train.pixel_opt]
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+ type = "L1Loss"
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+ loss_weight = 1.0
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+ reduction = "mean"
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+
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+ [logger]
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+ total_iter = 100000
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+ save_checkpoint_freq = 10000
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+ use_tb_logger = true
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+ 2024-10-07 07:08:47,699 INFO:
2
+ ------------------------ neosr ------------------------
3
+ Pytorch Version: 2.4.0+cu121
4
+ 2024-10-07 07:08:50,066 INFO: Dataset [paired] is built.
5
+ 2024-10-07 07:08:50,066 INFO: Training statistics:
6
+ Starting model: 4xHyperIQA_0.3_DF2K_plksr_tiny_fp16
7
+ Number of train images: 20689
8
+ Dataset enlarge ratio: 1
9
+ Batch size per gpu: 16
10
+ Accumulated batches: 16
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+ World size (gpu number): 1
12
+ Required iters per epoch: 1294
13
+ Total epochs 78 for total iters 100000.
14
+ 2024-10-07 07:08:50,066 INFO: Dataset [paired] is built.
15
+ 2024-10-07 07:08:50,066 INFO: Number of val images/folders: 100
16
+ 2024-10-07 07:08:50,484 INFO: Using network [plksr].
17
+ 2024-10-07 07:08:50,523 INFO: Using exponential-moving average.
18
+ 2024-10-07 07:08:50,524 INFO: Loss [L1Loss] enabled.
19
+ 2024-10-07 07:08:50,524 INFO: Using model [image].
20
+ 2024-10-07 07:08:51,201 INFO: AMP enabled.
21
+ 2024-10-07 07:08:51,201 INFO: Deterministic mode enabled.
22
+ 2024-10-07 07:08:51,201 INFO: Start training from epoch: 0, iter: 0
23
+ 2024-10-07 07:08:58,478 INFO: [ epoch: 0 ] [ iter: 100 ] [ performance: 13.744 it/s ] [ lr: 1.00e-04 ] [ eta: 1:00:52 ] [ l_g_pix: 5.6455e-02 ] [ l_g_total: 5.6455e-02 ]
24
+ 2024-10-07 07:09:02,305 INFO: [ epoch: 0 ] [ iter: 200 ] [ performance: 18.016 it/s ] [ lr: 1.00e-04 ] [ eta: 1:02:14 ] [ l_g_pix: 4.3270e-02 ] [ l_g_total: 4.3270e-02 ]
25
+ 2024-10-07 07:09:06,088 INFO: [ epoch: 0 ] [ iter: 300 ] [ performance: 26.460 it/s ] [ lr: 1.00e-04 ] [ eta: 1:02:24 ] [ l_g_pix: 4.9000e-02 ] [ l_g_total: 4.9000e-02 ]
26
+ 2024-10-07 07:09:09,820 INFO: [ epoch: 0 ] [ iter: 400 ] [ performance: 26.628 it/s ] [ lr: 1.00e-04 ] [ eta: 1:02:14 ] [ l_g_pix: 2.0822e-02 ] [ l_g_total: 2.0822e-02 ]
27
+ 2024-10-07 07:09:13,551 INFO: [ epoch: 0 ] [ iter: 500 ] [ performance: 26.844 it/s ] [ lr: 1.00e-04 ] [ eta: 1:02:07 ] [ l_g_pix: 3.1911e-02 ] [ l_g_total: 3.1911e-02 ]
28
+ 2024-10-07 07:09:17,309 INFO: [ epoch: 0 ] [ iter: 600 ] [ performance: 26.729 it/s ] [ lr: 1.00e-04 ] [ eta: 1:02:05 ] [ l_g_pix: 3.6911e-02 ] [ l_g_total: 3.6911e-02 ]
29
+ 2024-10-07 07:09:21,054 INFO: [ epoch: 0 ] [ iter: 700 ] [ performance: 26.734 it/s ] [ lr: 1.00e-04 ] [ eta: 1:02:01 ] [ l_g_pix: 2.6528e-02 ] [ l_g_total: 2.6528e-02 ]
30
+ 2024-10-07 07:09:24,876 INFO: [ epoch: 0 ] [ iter: 800 ] [ performance: 26.445 it/s ] [ lr: 1.00e-04 ] [ eta: 1:02:06 ] [ l_g_pix: 3.6440e-02 ] [ l_g_total: 3.6440e-02 ]
31
+ 2024-10-07 07:09:28,608 INFO: [ epoch: 0 ] [ iter: 900 ] [ performance: 26.792 it/s ] [ lr: 1.00e-04 ] [ eta: 1:02:00 ] [ l_g_pix: 2.6678e-02 ] [ l_g_total: 2.6678e-02 ]
32
+ 2024-10-07 07:09:32,376 INFO: [ epoch: 0 ] [ iter: 1,000 ] [ performance: 26.668 it/s ] [ lr: 1.00e-04 ] [ eta: 1:01:57 ] [ l_g_pix: 3.6959e-02 ] [ l_g_total: 3.6959e-02 ]
33
+ 2024-10-07 07:09:36,110 INFO: [ epoch: 0 ] [ iter: 1,100 ] [ performance: 26.801 it/s ] [ lr: 1.00e-04 ] [ eta: 1:01:52 ] [ l_g_pix: 3.3898e-02 ] [ l_g_total: 3.3898e-02 ]
34
+ 2024-10-07 07:09:39,879 INFO: [ epoch: 0 ] [ iter: 1,200 ] [ performance: 26.665 it/s ] [ lr: 1.00e-04 ] [ eta: 1:01:49 ] [ l_g_pix: 2.5966e-02 ] [ l_g_total: 2.5966e-02 ]
35
+ 2024-10-07 07:09:43,901 INFO: [ epoch: 1 ] [ iter: 1,300 ] [ performance: 24.677 it/s ] [ lr: 1.00e-04 ] [ eta: 1:02:06 ] [ l_g_pix: 3.0669e-02 ] [ l_g_total: 3.0669e-02 ]
36
+ 2024-10-07 07:09:47,838 INFO: [ epoch: 1 ] [ iter: 1,400 ] [ performance: 25.050 it/s ] [ lr: 1.00e-04 ] [ eta: 1:02:13 ] [ l_g_pix: 2.7540e-02 ] [ l_g_total: 2.7540e-02 ]
37
+ 2024-10-07 07:09:51,513 INFO: [ epoch: 1 ] [ iter: 1,500 ] [ performance: 27.244 it/s ] [ lr: 1.00e-04 ] [ eta: 1:02:02 ] [ l_g_pix: 3.0761e-02 ] [ l_g_total: 3.0761e-02 ]
38
+ 2024-10-07 07:09:55,201 INFO: [ epoch: 1 ] [ iter: 1,600 ] [ performance: 27.179 it/s ] [ lr: 1.00e-04 ] [ eta: 1:01:53 ] [ l_g_pix: 2.5792e-02 ] [ l_g_total: 2.5792e-02 ]
39
+ 2024-10-07 07:09:58,887 INFO: [ epoch: 1 ] [ iter: 1,700 ] [ performance: 27.142 it/s ] [ lr: 1.00e-04 ] [ eta: 1:01:44 ] [ l_g_pix: 2.9203e-02 ] [ l_g_total: 2.9203e-02 ]
40
+ 2024-10-07 07:10:02,584 INFO: [ epoch: 1 ] [ iter: 1,800 ] [ performance: 27.097 it/s ] [ lr: 1.00e-04 ] [ eta: 1:01:36 ] [ l_g_pix: 2.8369e-02 ] [ l_g_total: 2.8369e-02 ]
41
+ 2024-10-07 07:10:06,259 INFO: [ epoch: 1 ] [ iter: 1,900 ] [ performance: 27.198 it/s ] [ lr: 1.00e-04 ] [ eta: 1:01:28 ] [ l_g_pix: 5.1248e-02 ] [ l_g_total: 5.1248e-02 ]
42
+ 2024-10-07 07:10:09,968 INFO: [ epoch: 1 ] [ iter: 2,000 ] [ performance: 27.076 it/s ] [ lr: 1.00e-04 ] [ eta: 1:01:22 ] [ l_g_pix: 3.8933e-02 ] [ l_g_total: 3.8933e-02 ]
43
+ 2024-10-07 07:10:13,723 INFO: [ epoch: 1 ] [ iter: 2,100 ] [ performance: 26.717 it/s ] [ lr: 1.00e-04 ] [ eta: 1:01:18 ] [ l_g_pix: 3.4128e-02 ] [ l_g_total: 3.4128e-02 ]
44
+ 2024-10-07 07:10:17,497 INFO: [ epoch: 1 ] [ iter: 2,200 ] [ performance: 26.603 it/s ] [ lr: 1.00e-04 ] [ eta: 1:01:15 ] [ l_g_pix: 2.0786e-02 ] [ l_g_total: 2.0786e-02 ]
45
+ 2024-10-07 07:10:21,298 INFO: [ epoch: 1 ] [ iter: 2,300 ] [ performance: 26.398 it/s ] [ lr: 1.00e-04 ] [ eta: 1:01:13 ] [ l_g_pix: 2.8413e-02 ] [ l_g_total: 2.8413e-02 ]
46
+ 2024-10-07 07:10:25,031 INFO: [ epoch: 1 ] [ iter: 2,400 ] [ performance: 26.607 it/s ] [ lr: 1.00e-04 ] [ eta: 1:01:08 ] [ l_g_pix: 4.7041e-02 ] [ l_g_total: 4.7041e-02 ]
47
+ 2024-10-07 07:10:28,720 INFO: [ epoch: 1 ] [ iter: 2,500 ] [ performance: 27.107 it/s ] [ lr: 1.00e-04 ] [ eta: 1:01:02 ] [ l_g_pix: 3.4928e-02 ] [ l_g_total: 3.4928e-02 ]
48
+ 2024-10-07 07:10:32,921 INFO: [ epoch: 2 ] [ iter: 2,600 ] [ performance: 25.251 it/s ] [ lr: 1.00e-04 ] [ eta: 1:01:14 ] [ l_g_pix: 2.4591e-02 ] [ l_g_total: 2.4591e-02 ]
49
+ 2024-10-07 07:10:36,935 INFO: [ epoch: 2 ] [ iter: 2,700 ] [ performance: 25.877 it/s ] [ lr: 1.00e-04 ] [ eta: 1:01:19 ] [ l_g_pix: 3.4653e-02 ] [ l_g_total: 3.4653e-02 ]
50
+ 2024-10-07 07:10:40,671 INFO: [ epoch: 2 ] [ iter: 2,800 ] [ performance: 26.350 it/s ] [ lr: 1.00e-04 ] [ eta: 1:01:14 ] [ l_g_pix: 2.6290e-02 ] [ l_g_total: 2.6290e-02 ]
51
+ 2024-10-07 07:10:44,370 INFO: [ epoch: 2 ] [ iter: 2,900 ] [ performance: 27.123 it/s ] [ lr: 1.00e-04 ] [ eta: 1:01:07 ] [ l_g_pix: 3.1168e-02 ] [ l_g_total: 3.1168e-02 ]
52
+ 2024-10-07 07:10:48,177 INFO: [ epoch: 2 ] [ iter: 3,000 ] [ performance: 26.656 it/s ] [ lr: 1.00e-04 ] [ eta: 1:01:05 ] [ l_g_pix: 1.9938e-02 ] [ l_g_total: 1.9938e-02 ]
53
+ 2024-10-07 07:10:51,907 INFO: [ epoch: 2 ] [ iter: 3,100 ] [ performance: 26.928 it/s ] [ lr: 1.00e-04 ] [ eta: 1:00:59 ] [ l_g_pix: 2.3273e-02 ] [ l_g_total: 2.3273e-02 ]
54
+ 2024-10-07 07:10:55,626 INFO: [ epoch: 2 ] [ iter: 3,200 ] [ performance: 26.909 it/s ] [ lr: 1.00e-04 ] [ eta: 1:00:54 ] [ l_g_pix: 2.3267e-02 ] [ l_g_total: 2.3267e-02 ]
55
+ 2024-10-07 07:10:59,394 INFO: [ epoch: 2 ] [ iter: 3,300 ] [ performance: 26.684 it/s ] [ lr: 1.00e-04 ] [ eta: 1:00:50 ] [ l_g_pix: 2.8667e-02 ] [ l_g_total: 2.8667e-02 ]
56
+ 2024-10-07 07:11:03,127 INFO: [ epoch: 2 ] [ iter: 3,400 ] [ performance: 26.743 it/s ] [ lr: 1.00e-04 ] [ eta: 1:00:45 ] [ l_g_pix: 4.7268e-02 ] [ l_g_total: 4.7268e-02 ]
57
+ 2024-10-07 07:11:06,867 INFO: [ epoch: 2 ] [ iter: 3,500 ] [ performance: 26.875 it/s ] [ lr: 1.00e-04 ] [ eta: 1:00:40 ] [ l_g_pix: 3.8120e-02 ] [ l_g_total: 3.8120e-02 ]
58
+ 2024-10-07 07:11:10,615 INFO: [ epoch: 2 ] [ iter: 3,600 ] [ performance: 26.774 it/s ] [ lr: 1.00e-04 ] [ eta: 1:00:36 ] [ l_g_pix: 2.4528e-02 ] [ l_g_total: 2.4528e-02 ]
59
+ 2024-10-07 07:11:14,339 INFO: [ epoch: 2 ] [ iter: 3,700 ] [ performance: 26.918 it/s ] [ lr: 1.00e-04 ] [ eta: 1:00:31 ] [ l_g_pix: 4.4785e-02 ] [ l_g_total: 4.4785e-02 ]
60
+ 2024-10-07 07:11:18,014 INFO: [ epoch: 2 ] [ iter: 3,800 ] [ performance: 27.084 it/s ] [ lr: 1.00e-04 ] [ eta: 1:00:25 ] [ l_g_pix: 3.4147e-02 ] [ l_g_total: 3.4147e-02 ]
61
+ 2024-10-07 07:11:22,277 INFO: [ epoch: 3 ] [ iter: 3,900 ] [ performance: 22.471 it/s ] [ lr: 1.00e-04 ] [ eta: 1:00:33 ] [ l_g_pix: 3.7652e-02 ] [ l_g_total: 3.7652e-02 ]
62
+ 2024-10-07 07:11:26,208 INFO: [ epoch: 3 ] [ iter: 4,000 ] [ performance: 24.047 it/s ] [ lr: 1.00e-04 ] [ eta: 1:00:33 ] [ l_g_pix: 2.2188e-02 ] [ l_g_total: 2.2188e-02 ]
63
+ 2024-10-07 07:11:29,873 INFO: [ epoch: 3 ] [ iter: 4,100 ] [ performance: 27.432 it/s ] [ lr: 1.00e-04 ] [ eta: 1:00:26 ] [ l_g_pix: 3.7627e-02 ] [ l_g_total: 3.7627e-02 ]
64
+ 2024-10-07 07:11:33,584 INFO: [ epoch: 3 ] [ iter: 4,200 ] [ performance: 27.163 it/s ] [ lr: 1.00e-04 ] [ eta: 1:00:21 ] [ l_g_pix: 2.6951e-02 ] [ l_g_total: 2.6951e-02 ]
65
+ 2024-10-07 07:11:37,300 INFO: [ epoch: 3 ] [ iter: 4,300 ] [ performance: 26.998 it/s ] [ lr: 1.00e-04 ] [ eta: 1:00:16 ] [ l_g_pix: 3.3668e-02 ] [ l_g_total: 3.3668e-02 ]
66
+ 2024-10-07 07:11:40,986 INFO: [ epoch: 3 ] [ iter: 4,400 ] [ performance: 27.073 it/s ] [ lr: 1.00e-04 ] [ eta: 1:00:10 ] [ l_g_pix: 4.4349e-02 ] [ l_g_total: 4.4349e-02 ]
67
+ 2024-10-07 07:11:44,698 INFO: [ epoch: 3 ] [ iter: 4,500 ] [ performance: 27.142 it/s ] [ lr: 1.00e-04 ] [ eta: 1:00:05 ] [ l_g_pix: 3.3210e-02 ] [ l_g_total: 3.3210e-02 ]
68
+ 2024-10-07 07:11:48,407 INFO: [ epoch: 3 ] [ iter: 4,600 ] [ performance: 27.044 it/s ] [ lr: 1.00e-04 ] [ eta: 0:59:59 ] [ l_g_pix: 2.9989e-02 ] [ l_g_total: 2.9989e-02 ]
69
+ 2024-10-07 07:11:52,133 INFO: [ epoch: 3 ] [ iter: 4,700 ] [ performance: 27.109 it/s ] [ lr: 1.00e-04 ] [ eta: 0:59:55 ] [ l_g_pix: 2.6093e-02 ] [ l_g_total: 2.6093e-02 ]
70
+ 2024-10-07 07:11:55,911 INFO: [ epoch: 3 ] [ iter: 4,800 ] [ performance: 26.744 it/s ] [ lr: 1.00e-04 ] [ eta: 0:59:51 ] [ l_g_pix: 3.1920e-02 ] [ l_g_total: 3.1920e-02 ]
71
+ 2024-10-07 07:11:59,633 INFO: [ epoch: 3 ] [ iter: 4,900 ] [ performance: 26.825 it/s ] [ lr: 1.00e-04 ] [ eta: 0:59:46 ] [ l_g_pix: 2.3447e-02 ] [ l_g_total: 2.3447e-02 ]
72
+ 2024-10-07 07:12:03,349 INFO: [ epoch: 3 ] [ iter: 5,000 ] [ performance: 26.877 it/s ] [ lr: 1.00e-04 ] [ eta: 0:59:41 ] [ l_g_pix: 3.0375e-02 ] [ l_g_total: 3.0375e-02 ]
73
+ 2024-10-07 07:12:06,999 INFO: [ epoch: 3 ] [ iter: 5,100 ] [ performance: 27.791 it/s ] [ lr: 1.00e-04 ] [ eta: 0:59:35 ] [ l_g_pix: 2.7453e-02 ] [ l_g_total: 2.7453e-02 ]
74
+ 2024-10-07 07:12:11,370 INFO: [ epoch: 4 ] [ iter: 5,200 ] [ performance: 24.761 it/s ] [ lr: 1.00e-04 ] [ eta: 0:59:43 ] [ l_g_pix: 2.8065e-02 ] [ l_g_total: 2.8065e-02 ]
75
+ 2024-10-07 07:12:15,129 INFO: [ epoch: 4 ] [ iter: 5,300 ] [ performance: 27.072 it/s ] [ lr: 1.00e-04 ] [ eta: 0:59:39 ] [ l_g_pix: 3.8581e-02 ] [ l_g_total: 3.8581e-02 ]
76
+ 2024-10-07 07:12:18,847 INFO: [ epoch: 4 ] [ iter: 5,400 ] [ performance: 26.972 it/s ] [ lr: 1.00e-04 ] [ eta: 0:59:34 ] [ l_g_pix: 4.1495e-02 ] [ l_g_total: 4.1495e-02 ]
77
+ 2024-10-07 07:12:22,529 INFO: [ epoch: 4 ] [ iter: 5,500 ] [ performance: 27.070 it/s ] [ lr: 1.00e-04 ] [ eta: 0:59:28 ] [ l_g_pix: 3.2327e-02 ] [ l_g_total: 3.2327e-02 ]
78
+ 2024-10-07 07:12:26,562 INFO: [ epoch: 4 ] [ iter: 5,600 ] [ performance: 25.710 it/s ] [ lr: 1.00e-04 ] [ eta: 0:59:29 ] [ l_g_pix: 4.1146e-02 ] [ l_g_total: 4.1146e-02 ]
79
+ 2024-10-07 07:12:30,561 INFO: [ epoch: 4 ] [ iter: 5,700 ] [ performance: 25.660 it/s ] [ lr: 1.00e-04 ] [ eta: 0:59:29 ] [ l_g_pix: 3.8225e-02 ] [ l_g_total: 3.8225e-02 ]
80
+ 2024-10-07 07:12:34,286 INFO: [ epoch: 4 ] [ iter: 5,800 ] [ performance: 26.343 it/s ] [ lr: 1.00e-04 ] [ eta: 0:59:24 ] [ l_g_pix: 3.6914e-02 ] [ l_g_total: 3.6914e-02 ]
81
+ 2024-10-07 07:12:38,006 INFO: [ epoch: 4 ] [ iter: 5,900 ] [ performance: 26.940 it/s ] [ lr: 1.00e-04 ] [ eta: 0:59:19 ] [ l_g_pix: 5.4618e-02 ] [ l_g_total: 5.4618e-02 ]
82
+ 2024-10-07 07:12:41,767 INFO: [ epoch: 4 ] [ iter: 6,000 ] [ performance: 26.735 it/s ] [ lr: 1.00e-04 ] [ eta: 0:59:15 ] [ l_g_pix: 4.3275e-02 ] [ l_g_total: 4.3275e-02 ]
83
+ 2024-10-07 07:12:45,469 INFO: [ epoch: 4 ] [ iter: 6,100 ] [ performance: 27.160 it/s ] [ lr: 1.00e-04 ] [ eta: 0:59:10 ] [ l_g_pix: 2.5264e-02 ] [ l_g_total: 2.5264e-02 ]
84
+ 2024-10-07 07:12:49,207 INFO: [ epoch: 4 ] [ iter: 6,200 ] [ performance: 26.921 it/s ] [ lr: 1.00e-04 ] [ eta: 0:59:06 ] [ l_g_pix: 2.1675e-02 ] [ l_g_total: 2.1675e-02 ]
85
+ 2024-10-07 07:12:52,915 INFO: [ epoch: 4 ] [ iter: 6,300 ] [ performance: 27.046 it/s ] [ lr: 1.00e-04 ] [ eta: 0:59:01 ] [ l_g_pix: 3.0528e-02 ] [ l_g_total: 3.0528e-02 ]
86
+ 2024-10-07 07:12:56,540 INFO: [ epoch: 4 ] [ iter: 6,400 ] [ performance: 27.362 it/s ] [ lr: 1.00e-04 ] [ eta: 0:58:55 ] [ l_g_pix: 2.8408e-02 ] [ l_g_total: 2.8408e-02 ]
87
+ 2024-10-07 07:13:01,195 INFO: [ epoch: 5 ] [ iter: 6,500 ] [ performance: 19.276 it/s ] [ lr: 1.00e-04 ] [ eta: 0:59:03 ] [ l_g_pix: 4.6254e-02 ] [ l_g_total: 4.6254e-02 ]
88
+ 2024-10-07 07:13:04,948 INFO: [ epoch: 5 ] [ iter: 6,600 ] [ performance: 23.077 it/s ] [ lr: 1.00e-04 ] [ eta: 0:58:59 ] [ l_g_pix: 3.9941e-02 ] [ l_g_total: 3.9941e-02 ]
89
+ 2024-10-07 07:13:08,638 INFO: [ epoch: 5 ] [ iter: 6,700 ] [ performance: 27.051 it/s ] [ lr: 1.00e-04 ] [ eta: 0:58:54 ] [ l_g_pix: 2.3357e-02 ] [ l_g_total: 2.3357e-02 ]
90
+ 2024-10-07 07:13:12,383 INFO: [ epoch: 5 ] [ iter: 6,800 ] [ performance: 26.845 it/s ] [ lr: 1.00e-04 ] [ eta: 0:58:50 ] [ l_g_pix: 4.7021e-02 ] [ l_g_total: 4.7021e-02 ]
91
+ 2024-10-07 07:13:16,098 INFO: [ epoch: 5 ] [ iter: 6,900 ] [ performance: 27.007 it/s ] [ lr: 1.00e-04 ] [ eta: 0:58:45 ] [ l_g_pix: 3.0040e-02 ] [ l_g_total: 3.0040e-02 ]
92
+ 2024-10-07 07:13:19,788 INFO: [ epoch: 5 ] [ iter: 7,000 ] [ performance: 27.068 it/s ] [ lr: 1.00e-04 ] [ eta: 0:58:40 ] [ l_g_pix: 3.6116e-02 ] [ l_g_total: 3.6116e-02 ]
93
+ 2024-10-07 07:13:23,507 INFO: [ epoch: 5 ] [ iter: 7,100 ] [ performance: 26.903 it/s ] [ lr: 1.00e-04 ] [ eta: 0:58:35 ] [ l_g_pix: 3.3008e-02 ] [ l_g_total: 3.3008e-02 ]
94
+ 2024-10-07 07:13:27,188 INFO: [ epoch: 5 ] [ iter: 7,200 ] [ performance: 27.064 it/s ] [ lr: 1.00e-04 ] [ eta: 0:58:30 ] [ l_g_pix: 3.3210e-02 ] [ l_g_total: 3.3210e-02 ]
95
+ 2024-10-07 07:13:30,867 INFO: [ epoch: 5 ] [ iter: 7,300 ] [ performance: 27.537 it/s ] [ lr: 1.00e-04 ] [ eta: 0:58:25 ] [ l_g_pix: 3.5497e-02 ] [ l_g_total: 3.5497e-02 ]
96
+ 2024-10-07 07:13:34,550 INFO: [ epoch: 5 ] [ iter: 7,400 ] [ performance: 27.306 it/s ] [ lr: 1.00e-04 ] [ eta: 0:58:20 ] [ l_g_pix: 2.0933e-02 ] [ l_g_total: 2.0933e-02 ]
97
+ 2024-10-07 07:13:38,209 INFO: [ epoch: 5 ] [ iter: 7,500 ] [ performance: 27.618 it/s ] [ lr: 1.00e-04 ] [ eta: 0:58:15 ] [ l_g_pix: 3.5398e-02 ] [ l_g_total: 3.5398e-02 ]
98
+ 2024-10-07 07:13:41,882 INFO: [ epoch: 5 ] [ iter: 7,600 ] [ performance: 27.382 it/s ] [ lr: 1.00e-04 ] [ eta: 0:58:10 ] [ l_g_pix: 2.1905e-02 ] [ l_g_total: 2.1905e-02 ]
99
+ 2024-10-07 07:13:45,413 INFO: [ epoch: 5 ] [ iter: 7,700 ] [ performance: 28.709 it/s ] [ lr: 1.00e-04 ] [ eta: 0:58:03 ] [ l_g_pix: 3.3421e-02 ] [ l_g_total: 3.3421e-02 ]
100
+ 2024-10-07 07:13:50,126 INFO: [ epoch: 6 ] [ iter: 7,800 ] [ performance: 23.578 it/s ] [ lr: 1.00e-04 ] [ eta: 0:58:10 ] [ l_g_pix: 2.5332e-02 ] [ l_g_total: 2.5332e-02 ]
101
+ 2024-10-07 07:13:53,881 INFO: [ epoch: 6 ] [ iter: 7,900 ] [ performance: 26.739 it/s ] [ lr: 1.00e-04 ] [ eta: 0:58:06 ] [ l_g_pix: 4.0011e-02 ] [ l_g_total: 4.0011e-02 ]
102
+ 2024-10-07 07:13:57,560 INFO: [ epoch: 6 ] [ iter: 8,000 ] [ performance: 27.015 it/s ] [ lr: 1.00e-04 ] [ eta: 0:58:01 ] [ l_g_pix: 2.2285e-02 ] [ l_g_total: 2.2285e-02 ]
103
+ 2024-10-07 07:14:01,257 INFO: [ epoch: 6 ] [ iter: 8,100 ] [ performance: 27.033 it/s ] [ lr: 1.00e-04 ] [ eta: 0:57:56 ] [ l_g_pix: 2.9796e-02 ] [ l_g_total: 2.9796e-02 ]
104
+ 2024-10-07 07:14:04,980 INFO: [ epoch: 6 ] [ iter: 8,200 ] [ performance: 26.927 it/s ] [ lr: 1.00e-04 ] [ eta: 0:57:52 ] [ l_g_pix: 3.0724e-02 ] [ l_g_total: 3.0724e-02 ]
105
+ 2024-10-07 07:14:08,683 INFO: [ epoch: 6 ] [ iter: 8,300 ] [ performance: 27.140 it/s ] [ lr: 1.00e-04 ] [ eta: 0:57:47 ] [ l_g_pix: 3.1903e-02 ] [ l_g_total: 3.1903e-02 ]
106
+ 2024-10-07 07:14:12,380 INFO: [ epoch: 6 ] [ iter: 8,400 ] [ performance: 27.087 it/s ] [ lr: 1.00e-04 ] [ eta: 0:57:42 ] [ l_g_pix: 4.3231e-02 ] [ l_g_total: 4.3231e-02 ]
107
+ 2024-10-07 07:14:16,145 INFO: [ epoch: 6 ] [ iter: 8,500 ] [ performance: 26.543 it/s ] [ lr: 1.00e-04 ] [ eta: 0:57:38 ] [ l_g_pix: 3.2992e-02 ] [ l_g_total: 3.2992e-02 ]
108
+ 2024-10-07 07:14:19,836 INFO: [ epoch: 6 ] [ iter: 8,600 ] [ performance: 26.893 it/s ] [ lr: 1.00e-04 ] [ eta: 0:57:34 ] [ l_g_pix: 4.8126e-02 ] [ l_g_total: 4.8126e-02 ]
109
+ 2024-10-07 07:14:23,509 INFO: [ epoch: 6 ] [ iter: 8,700 ] [ performance: 27.111 it/s ] [ lr: 1.00e-04 ] [ eta: 0:57:29 ] [ l_g_pix: 3.3318e-02 ] [ l_g_total: 3.3318e-02 ]
110
+ 2024-10-07 07:14:27,201 INFO: [ epoch: 6 ] [ iter: 8,800 ] [ performance: 27.101 it/s ] [ lr: 1.00e-04 ] [ eta: 0:57:24 ] [ l_g_pix: 3.5598e-02 ] [ l_g_total: 3.5598e-02 ]
111
+ 2024-10-07 07:14:30,898 INFO: [ epoch: 6 ] [ iter: 8,900 ] [ performance: 27.205 it/s ] [ lr: 1.00e-04 ] [ eta: 0:57:20 ] [ l_g_pix: 4.2734e-02 ] [ l_g_total: 4.2734e-02 ]
112
+ 2024-10-07 07:14:34,508 INFO: [ epoch: 6 ] [ iter: 9,000 ] [ performance: 27.520 it/s ] [ lr: 1.00e-04 ] [ eta: 0:57:14 ] [ l_g_pix: 2.8180e-02 ] [ l_g_total: 2.8180e-02 ]
113
+ 2024-10-07 07:14:39,230 INFO: [ epoch: 7 ] [ iter: 9,100 ] [ performance: 17.449 it/s ] [ lr: 1.00e-04 ] [ eta: 0:57:20 ] [ l_g_pix: 5.4408e-02 ] [ l_g_total: 5.4408e-02 ]
114
+ 2024-10-07 07:14:42,961 INFO: [ epoch: 7 ] [ iter: 9,200 ] [ performance: 22.522 it/s ] [ lr: 1.00e-04 ] [ eta: 0:57:15 ] [ l_g_pix: 4.6986e-02 ] [ l_g_total: 4.6986e-02 ]
115
+ 2024-10-07 07:14:46,644 INFO: [ epoch: 7 ] [ iter: 9,300 ] [ performance: 27.092 it/s ] [ lr: 1.00e-04 ] [ eta: 0:57:11 ] [ l_g_pix: 2.7219e-02 ] [ l_g_total: 2.7219e-02 ]
116
+ 2024-10-07 07:14:50,342 INFO: [ epoch: 7 ] [ iter: 9,400 ] [ performance: 27.064 it/s ] [ lr: 1.00e-04 ] [ eta: 0:57:06 ] [ l_g_pix: 2.5606e-02 ] [ l_g_total: 2.5606e-02 ]
117
+ 2024-10-07 07:14:54,088 INFO: [ epoch: 7 ] [ iter: 9,500 ] [ performance: 26.896 it/s ] [ lr: 1.00e-04 ] [ eta: 0:57:02 ] [ l_g_pix: 2.8709e-02 ] [ l_g_total: 2.8709e-02 ]
118
+ 2024-10-07 07:14:57,745 INFO: [ epoch: 7 ] [ iter: 9,600 ] [ performance: 27.193 it/s ] [ lr: 1.00e-04 ] [ eta: 0:56:57 ] [ l_g_pix: 2.3849e-02 ] [ l_g_total: 2.3849e-02 ]
119
+ 2024-10-07 07:15:01,457 INFO: [ epoch: 7 ] [ iter: 9,700 ] [ performance: 27.047 it/s ] [ lr: 1.00e-04 ] [ eta: 0:56:53 ] [ l_g_pix: 3.5498e-02 ] [ l_g_total: 3.5498e-02 ]
120
+ 2024-10-07 07:15:05,166 INFO: [ epoch: 7 ] [ iter: 9,800 ] [ performance: 26.994 it/s ] [ lr: 1.00e-04 ] [ eta: 0:56:48 ] [ l_g_pix: 3.1913e-02 ] [ l_g_total: 3.1913e-02 ]
121
+ 2024-10-07 07:15:08,844 INFO: [ epoch: 7 ] [ iter: 9,900 ] [ performance: 27.242 it/s ] [ lr: 1.00e-04 ] [ eta: 0:56:43 ] [ l_g_pix: 3.6385e-02 ] [ l_g_total: 3.6385e-02 ]
122
+ 2024-10-07 07:15:12,546 INFO: [ epoch: 7 ] [ iter: 10,000 ] [ performance: 27.095 it/s ] [ lr: 1.00e-04 ] [ eta: 0:56:39 ] [ l_g_pix: 3.4357e-02 ] [ l_g_total: 3.4357e-02 ]
123
+ 2024-10-07 07:15:12,546 INFO: Saving models and training states.
124
+ 2024-10-07 07:18:38,690 INFO: Validation val
125
+
126
+ # psnr: 26.2901........ Best: 26.2901 @ 10000 iter
127
+ # ssim: 0.7392........ Best: 0.7392 @ 10000 iter
128
+ # dists: 0.7807........ Best: 0.7807 @ 10000 iter
129
+
130
+ 2024-10-07 07:18:42,364 INFO: [ epoch: 7 ] [ iter: 10,100 ] [ performance: 27.045 it/s ] [ lr: 1.00e-04 ] [ eta: 1:27:09 ] [ l_g_pix: 4.1481e-02 ] [ l_g_total: 4.1481e-02 ]
131
+ 2024-10-07 07:18:46,125 INFO: [ epoch: 7 ] [ iter: 10,200 ] [ performance: 26.741 it/s ] [ lr: 1.00e-04 ] [ eta: 1:26:45 ] [ l_g_pix: 1.8433e-02 ] [ l_g_total: 1.8433e-02 ]
132
+ 2024-10-07 07:18:49,698 INFO: [ epoch: 7 ] [ iter: 10,300 ] [ performance: 28.845 it/s ] [ lr: 1.00e-04 ] [ eta: 1:26:20 ] [ l_g_pix: 3.3419e-02 ] [ l_g_total: 3.3419e-02 ]
133
+ 2024-10-07 07:18:54,494 INFO: [ epoch: 8 ] [ iter: 10,400 ] [ performance: 22.949 it/s ] [ lr: 1.00e-04 ] [ eta: 1:26:06 ] [ l_g_pix: 3.6577e-02 ] [ l_g_total: 3.6577e-02 ]
134
+ 2024-10-07 07:18:58,203 INFO: [ epoch: 8 ] [ iter: 10,500 ] [ performance: 27.045 it/s ] [ lr: 1.00e-04 ] [ eta: 1:25:43 ] [ l_g_pix: 3.4777e-02 ] [ l_g_total: 3.4777e-02 ]
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+ 2024-10-07 07:19:01,943 INFO: [ epoch: 8 ] [ iter: 10,600 ] [ performance: 26.845 it/s ] [ lr: 1.00e-04 ] [ eta: 1:25:20 ] [ l_g_pix: 3.6247e-02 ] [ l_g_total: 3.6247e-02 ]
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+ 2024-10-07 07:19:05,648 INFO: [ epoch: 8 ] [ iter: 10,700 ] [ performance: 26.801 it/s ] [ lr: 1.00e-04 ] [ eta: 1:24:57 ] [ l_g_pix: 3.7534e-02 ] [ l_g_total: 3.7534e-02 ]
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+ 2024-10-07 07:19:09,348 INFO: [ epoch: 8 ] [ iter: 10,800 ] [ performance: 26.960 it/s ] [ lr: 1.00e-04 ] [ eta: 1:24:35 ] [ l_g_pix: 3.7638e-02 ] [ l_g_total: 3.7638e-02 ]
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+ 2024-10-07 07:19:13,048 INFO: [ epoch: 8 ] [ iter: 10,900 ] [ performance: 27.205 it/s ] [ lr: 1.00e-04 ] [ eta: 1:24:13 ] [ l_g_pix: 3.3844e-02 ] [ l_g_total: 3.3844e-02 ]
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+ 2024-10-07 07:19:16,762 INFO: [ epoch: 8 ] [ iter: 11,000 ] [ performance: 27.019 it/s ] [ lr: 1.00e-04 ] [ eta: 1:23:52 ] [ l_g_pix: 3.1805e-02 ] [ l_g_total: 3.1805e-02 ]
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+ 2024-10-07 07:19:20,519 INFO: [ epoch: 8 ] [ iter: 11,100 ] [ performance: 26.577 it/s ] [ lr: 1.00e-04 ] [ eta: 1:23:31 ] [ l_g_pix: 3.7111e-02 ] [ l_g_total: 3.7111e-02 ]
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+ 2024-10-07 07:19:24,260 INFO: [ epoch: 8 ] [ iter: 11,200 ] [ performance: 26.687 it/s ] [ lr: 1.00e-04 ] [ eta: 1:23:10 ] [ l_g_pix: 3.9435e-02 ] [ l_g_total: 3.9435e-02 ]
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+ 2024-10-07 07:19:27,953 INFO: [ epoch: 8 ] [ iter: 11,300 ] [ performance: 27.197 it/s ] [ lr: 1.00e-04 ] [ eta: 1:22:49 ] [ l_g_pix: 3.6881e-02 ] [ l_g_total: 3.6881e-02 ]
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+ 2024-10-07 07:19:31,623 INFO: [ epoch: 8 ] [ iter: 11,400 ] [ performance: 27.238 it/s ] [ lr: 1.00e-04 ] [ eta: 1:22:29 ] [ l_g_pix: 3.5297e-02 ] [ l_g_total: 3.5297e-02 ]
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+ 2024-10-07 07:19:35,270 INFO: [ epoch: 8 ] [ iter: 11,500 ] [ performance: 27.347 it/s ] [ lr: 1.00e-04 ] [ eta: 1:22:08 ] [ l_g_pix: 3.6489e-02 ] [ l_g_total: 3.6489e-02 ]
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+ 2024-10-07 07:19:38,845 INFO: [ epoch: 8 ] [ iter: 11,600 ] [ performance: 27.788 it/s ] [ lr: 1.00e-04 ] [ eta: 1:21:47 ] [ l_g_pix: 3.3074e-02 ] [ l_g_total: 3.3074e-02 ]
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+ 2024-10-07 07:19:43,729 INFO: [ epoch: 9 ] [ iter: 11,700 ] [ performance: 26.496 it/s ] [ lr: 1.00e-04 ] [ eta: 1:21:37 ] [ l_g_pix: 3.7821e-02 ] [ l_g_total: 3.7821e-02 ]
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+ 2024-10-07 07:19:47,430 INFO: [ epoch: 9 ] [ iter: 11,800 ] [ performance: 26.868 it/s ] [ lr: 1.00e-04 ] [ eta: 1:21:18 ] [ l_g_pix: 2.7629e-02 ] [ l_g_total: 2.7629e-02 ]
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+ 2024-10-07 07:19:51,149 INFO: [ epoch: 9 ] [ iter: 11,900 ] [ performance: 27.059 it/s ] [ lr: 1.00e-04 ] [ eta: 1:20:59 ] [ l_g_pix: 4.3687e-02 ] [ l_g_total: 4.3687e-02 ]
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+ 2024-10-07 07:19:54,828 INFO: [ epoch: 9 ] [ iter: 12,000 ] [ performance: 27.148 it/s ] [ lr: 1.00e-04 ] [ eta: 1:20:40 ] [ l_g_pix: 2.7915e-02 ] [ l_g_total: 2.7915e-02 ]
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+ 2024-10-07 07:19:58,511 INFO: [ epoch: 9 ] [ iter: 12,100 ] [ performance: 27.358 it/s ] [ lr: 1.00e-04 ] [ eta: 1:20:21 ] [ l_g_pix: 2.7986e-02 ] [ l_g_total: 2.7986e-02 ]
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+ 2024-10-07 07:20:02,227 INFO: [ epoch: 9 ] [ iter: 12,200 ] [ performance: 27.042 it/s ] [ lr: 1.00e-04 ] [ eta: 1:20:03 ] [ l_g_pix: 3.3620e-02 ] [ l_g_total: 3.3620e-02 ]
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+ 2024-10-07 07:20:05,971 INFO: [ epoch: 9 ] [ iter: 12,300 ] [ performance: 26.797 it/s ] [ lr: 1.00e-04 ] [ eta: 1:19:45 ] [ l_g_pix: 4.1371e-02 ] [ l_g_total: 4.1371e-02 ]
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+ 2024-10-07 07:20:09,694 INFO: [ epoch: 9 ] [ iter: 12,400 ] [ performance: 26.846 it/s ] [ lr: 1.00e-04 ] [ eta: 1:19:27 ] [ l_g_pix: 4.4607e-02 ] [ l_g_total: 4.4607e-02 ]
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+ 2024-10-07 07:20:13,439 INFO: [ epoch: 9 ] [ iter: 12,500 ] [ performance: 26.691 it/s ] [ lr: 1.00e-04 ] [ eta: 1:19:10 ] [ l_g_pix: 2.9562e-02 ] [ l_g_total: 2.9562e-02 ]
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+ 2024-10-07 07:20:17,177 INFO: [ epoch: 9 ] [ iter: 12,600 ] [ performance: 26.738 it/s ] [ lr: 1.00e-04 ] [ eta: 1:18:53 ] [ l_g_pix: 2.7742e-02 ] [ l_g_total: 2.7742e-02 ]
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+ 2024-10-07 07:20:20,864 INFO: [ epoch: 9 ] [ iter: 12,700 ] [ performance: 26.993 it/s ] [ lr: 1.00e-04 ] [ eta: 1:18:35 ] [ l_g_pix: 2.8713e-02 ] [ l_g_total: 2.8713e-02 ]
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+ 2024-10-07 07:20:24,578 INFO: [ epoch: 9 ] [ iter: 12,800 ] [ performance: 26.946 it/s ] [ lr: 1.00e-04 ] [ eta: 1:18:19 ] [ l_g_pix: 3.4118e-02 ] [ l_g_total: 3.4118e-02 ]
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+ 2024-10-07 07:20:28,134 INFO: [ epoch: 9 ] [ iter: 12,900 ] [ performance: 28.758 it/s ] [ lr: 1.00e-04 ] [ eta: 1:18:01 ] [ l_g_pix: 1.7483e-02 ] [ l_g_total: 1.7483e-02 ]
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+ 2024-10-07 07:20:33,162 INFO: [ epoch: 10 ] [ iter: 13,000 ] [ performance: 21.660 it/s ] [ lr: 1.00e-04 ] [ eta: 1:17:53 ] [ l_g_pix: 3.8416e-02 ] [ l_g_total: 3.8416e-02 ]
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+ 2024-10-07 07:20:36,867 INFO: [ epoch: 10 ] [ iter: 13,100 ] [ performance: 27.151 it/s ] [ lr: 1.00e-04 ] [ eta: 1:17:37 ] [ l_g_pix: 3.1480e-02 ] [ l_g_total: 3.1480e-02 ]
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+ 2024-10-07 07:20:40,572 INFO: [ epoch: 10 ] [ iter: 13,200 ] [ performance: 27.034 it/s ] [ lr: 1.00e-04 ] [ eta: 1:17:20 ] [ l_g_pix: 3.6067e-02 ] [ l_g_total: 3.6067e-02 ]
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+ 2024-10-07 07:20:44,315 INFO: [ epoch: 10 ] [ iter: 13,300 ] [ performance: 26.719 it/s ] [ lr: 1.00e-04 ] [ eta: 1:17:05 ] [ l_g_pix: 2.1375e-02 ] [ l_g_total: 2.1375e-02 ]
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+ 2024-10-07 07:20:48,014 INFO: [ epoch: 10 ] [ iter: 13,400 ] [ performance: 26.954 it/s ] [ lr: 1.00e-04 ] [ eta: 1:16:49 ] [ l_g_pix: 5.4242e-02 ] [ l_g_total: 5.4242e-02 ]
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+ 2024-10-07 07:20:51,734 INFO: [ epoch: 10 ] [ iter: 13,500 ] [ performance: 27.102 it/s ] [ lr: 1.00e-04 ] [ eta: 1:16:33 ] [ l_g_pix: 3.5767e-02 ] [ l_g_total: 3.5767e-02 ]
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+ 2024-10-07 07:20:55,461 INFO: [ epoch: 10 ] [ iter: 13,600 ] [ performance: 26.904 it/s ] [ lr: 1.00e-04 ] [ eta: 1:16:18 ] [ l_g_pix: 3.3320e-02 ] [ l_g_total: 3.3320e-02 ]
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+ 2024-10-07 07:20:59,127 INFO: [ epoch: 10 ] [ iter: 13,700 ] [ performance: 27.612 it/s ] [ lr: 1.00e-04 ] [ eta: 1:16:02 ] [ l_g_pix: 3.5564e-02 ] [ l_g_total: 3.5564e-02 ]
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+ 2024-10-07 07:21:02,799 INFO: [ epoch: 10 ] [ iter: 13,800 ] [ performance: 27.330 it/s ] [ lr: 1.00e-04 ] [ eta: 1:15:47 ] [ l_g_pix: 2.8600e-02 ] [ l_g_total: 2.8600e-02 ]
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+ 2024-10-07 07:21:06,553 INFO: [ epoch: 10 ] [ iter: 13,900 ] [ performance: 27.078 it/s ] [ lr: 1.00e-04 ] [ eta: 1:15:32 ] [ l_g_pix: 3.8784e-02 ] [ l_g_total: 3.8784e-02 ]
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+ 2024-10-07 07:21:10,268 INFO: [ epoch: 10 ] [ iter: 14,000 ] [ performance: 26.955 it/s ] [ lr: 1.00e-04 ] [ eta: 1:15:17 ] [ l_g_pix: 3.7906e-02 ] [ l_g_total: 3.7906e-02 ]
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+ 2024-10-07 07:21:13,958 INFO: [ epoch: 10 ] [ iter: 14,100 ] [ performance: 27.574 it/s ] [ lr: 1.00e-04 ] [ eta: 1:15:03 ] [ l_g_pix: 3.9059e-02 ] [ l_g_total: 3.9059e-02 ]
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+ 2024-10-07 07:21:17,465 INFO: [ epoch: 10 ] [ iter: 14,200 ] [ performance: 28.300 it/s ] [ lr: 1.00e-04 ] [ eta: 1:14:47 ] [ l_g_pix: 3.8151e-02 ] [ l_g_total: 3.8151e-02 ]
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+ 2024-10-07 07:21:22,339 INFO: [ epoch: 11 ] [ iter: 14,300 ] [ performance: 27.433 it/s ] [ lr: 1.00e-04 ] [ eta: 1:14:39 ] [ l_g_pix: 4.1798e-02 ] [ l_g_total: 4.1798e-02 ]
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+ 2024-10-07 07:21:26,045 INFO: [ epoch: 11 ] [ iter: 14,400 ] [ performance: 27.088 it/s ] [ lr: 1.00e-04 ] [ eta: 1:14:25 ] [ l_g_pix: 2.5964e-02 ] [ l_g_total: 2.5964e-02 ]
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+ 2024-10-07 07:21:29,817 INFO: [ epoch: 11 ] [ iter: 14,500 ] [ performance: 26.530 it/s ] [ lr: 1.00e-04 ] [ eta: 1:14:11 ] [ l_g_pix: 3.8754e-02 ] [ l_g_total: 3.8754e-02 ]
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+ 2024-10-07 07:21:33,523 INFO: [ epoch: 11 ] [ iter: 14,600 ] [ performance: 26.890 it/s ] [ lr: 1.00e-04 ] [ eta: 1:13:57 ] [ l_g_pix: 4.9017e-02 ] [ l_g_total: 4.9017e-02 ]
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+ 2024-10-07 07:21:37,223 INFO: [ epoch: 11 ] [ iter: 14,700 ] [ performance: 26.753 it/s ] [ lr: 1.00e-04 ] [ eta: 1:13:44 ] [ l_g_pix: 3.6129e-02 ] [ l_g_total: 3.6129e-02 ]
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+ 2024-10-07 07:21:40,959 INFO: [ epoch: 11 ] [ iter: 14,800 ] [ performance: 26.768 it/s ] [ lr: 1.00e-04 ] [ eta: 1:13:30 ] [ l_g_pix: 4.1011e-02 ] [ l_g_total: 4.1011e-02 ]
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+ 2024-10-07 07:21:44,683 INFO: [ epoch: 11 ] [ iter: 14,900 ] [ performance: 27.034 it/s ] [ lr: 1.00e-04 ] [ eta: 1:13:17 ] [ l_g_pix: 2.4496e-02 ] [ l_g_total: 2.4496e-02 ]
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+ 2024-10-07 07:21:48,414 INFO: [ epoch: 11 ] [ iter: 15,000 ] [ performance: 26.851 it/s ] [ lr: 1.00e-04 ] [ eta: 1:13:03 ] [ l_g_pix: 2.5669e-02 ] [ l_g_total: 2.5669e-02 ]
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+ 2024-10-07 07:21:52,155 INFO: [ epoch: 11 ] [ iter: 15,100 ] [ performance: 27.392 it/s ] [ lr: 1.00e-04 ] [ eta: 1:12:50 ] [ l_g_pix: 3.4974e-02 ] [ l_g_total: 3.4974e-02 ]
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+ 2024-10-07 07:21:55,850 INFO: [ epoch: 11 ] [ iter: 15,200 ] [ performance: 27.131 it/s ] [ lr: 1.00e-04 ] [ eta: 1:12:37 ] [ l_g_pix: 3.1988e-02 ] [ l_g_total: 3.1988e-02 ]
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+ 2024-10-07 07:21:59,531 INFO: [ epoch: 11 ] [ iter: 15,300 ] [ performance: 27.269 it/s ] [ lr: 1.00e-04 ] [ eta: 1:12:24 ] [ l_g_pix: 3.3074e-02 ] [ l_g_total: 3.3074e-02 ]
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+ 2024-10-07 07:22:03,197 INFO: [ epoch: 11 ] [ iter: 15,400 ] [ performance: 27.278 it/s ] [ lr: 1.00e-04 ] [ eta: 1:12:10 ] [ l_g_pix: 3.6960e-02 ] [ l_g_total: 3.6960e-02 ]
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+ 2024-10-07 07:22:06,701 INFO: [ epoch: 11 ] [ iter: 15,500 ] [ performance: 29.083 it/s ] [ lr: 1.00e-04 ] [ eta: 1:11:57 ] [ l_g_pix: 3.9620e-02 ] [ l_g_total: 3.9620e-02 ]
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+ 2024-10-07 07:22:11,558 INFO: [ epoch: 12 ] [ iter: 15,600 ] [ performance: 21.781 it/s ] [ lr: 1.00e-04 ] [ eta: 1:11:50 ] [ l_g_pix: 3.3295e-02 ] [ l_g_total: 3.3295e-02 ]
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+ 2024-10-07 07:22:15,299 INFO: [ epoch: 12 ] [ iter: 15,700 ] [ performance: 27.643 it/s ] [ lr: 1.00e-04 ] [ eta: 1:11:38 ] [ l_g_pix: 3.8123e-02 ] [ l_g_total: 3.8123e-02 ]
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+ 2024-10-07 07:22:18,983 INFO: [ epoch: 12 ] [ iter: 15,800 ] [ performance: 27.239 it/s ] [ lr: 1.00e-04 ] [ eta: 1:11:25 ] [ l_g_pix: 4.1836e-02 ] [ l_g_total: 4.1836e-02 ]
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+ 2024-10-07 07:22:22,696 INFO: [ epoch: 12 ] [ iter: 15,900 ] [ performance: 27.084 it/s ] [ lr: 1.00e-04 ] [ eta: 1:11:13 ] [ l_g_pix: 2.6420e-02 ] [ l_g_total: 2.6420e-02 ]
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+ 2024-10-07 07:22:26,370 INFO: [ epoch: 12 ] [ iter: 16,000 ] [ performance: 27.194 it/s ] [ lr: 1.00e-04 ] [ eta: 1:11:00 ] [ l_g_pix: 2.9756e-02 ] [ l_g_total: 2.9756e-02 ]
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+ 2024-10-07 07:22:30,044 INFO: [ epoch: 12 ] [ iter: 16,100 ] [ performance: 27.641 it/s ] [ lr: 1.00e-04 ] [ eta: 1:10:48 ] [ l_g_pix: 3.0988e-02 ] [ l_g_total: 3.0988e-02 ]
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+ 2024-10-07 07:22:33,717 INFO: [ epoch: 12 ] [ iter: 16,200 ] [ performance: 27.297 it/s ] [ lr: 1.00e-04 ] [ eta: 1:10:36 ] [ l_g_pix: 4.2789e-02 ] [ l_g_total: 4.2789e-02 ]
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+ 2024-10-07 07:22:37,384 INFO: [ epoch: 12 ] [ iter: 16,300 ] [ performance: 27.669 it/s ] [ lr: 1.00e-04 ] [ eta: 1:10:23 ] [ l_g_pix: 4.5196e-02 ] [ l_g_total: 4.5196e-02 ]
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+ 2024-10-07 07:22:41,086 INFO: [ epoch: 12 ] [ iter: 16,400 ] [ performance: 27.119 it/s ] [ lr: 1.00e-04 ] [ eta: 1:10:11 ] [ l_g_pix: 2.6391e-02 ] [ l_g_total: 2.6391e-02 ]
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+ 2024-10-07 07:22:44,789 INFO: [ epoch: 12 ] [ iter: 16,500 ] [ performance: 27.629 it/s ] [ lr: 1.00e-04 ] [ eta: 1:10:00 ] [ l_g_pix: 2.7471e-02 ] [ l_g_total: 2.7471e-02 ]
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+ 2024-10-07 07:22:48,509 INFO: [ epoch: 12 ] [ iter: 16,600 ] [ performance: 26.995 it/s ] [ lr: 1.00e-04 ] [ eta: 1:09:48 ] [ l_g_pix: 4.8359e-02 ] [ l_g_total: 4.8359e-02 ]
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+ 2024-10-07 07:22:52,281 INFO: [ epoch: 12 ] [ iter: 16,700 ] [ performance: 27.297 it/s ] [ lr: 1.00e-04 ] [ eta: 1:09:37 ] [ l_g_pix: 3.5519e-02 ] [ l_g_total: 3.5519e-02 ]
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+ 2024-10-07 07:22:55,737 INFO: [ epoch: 12 ] [ iter: 16,800 ] [ performance: 28.694 it/s ] [ lr: 1.00e-04 ] [ eta: 1:09:24 ] [ l_g_pix: 4.7668e-02 ] [ l_g_total: 4.7668e-02 ]
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+ 2024-10-07 07:23:00,820 INFO: [ epoch: 13 ] [ iter: 16,900 ] [ performance: 28.083 it/s ] [ lr: 1.00e-04 ] [ eta: 1:09:19 ] [ l_g_pix: 4.0186e-02 ] [ l_g_total: 4.0186e-02 ]
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+ 2024-10-07 07:23:04,508 INFO: [ epoch: 13 ] [ iter: 17,000 ] [ performance: 27.253 it/s ] [ lr: 1.00e-04 ] [ eta: 1:09:08 ] [ l_g_pix: 3.8557e-02 ] [ l_g_total: 3.8557e-02 ]
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+ 2024-10-07 07:23:08,159 INFO: [ epoch: 13 ] [ iter: 17,100 ] [ performance: 28.003 it/s ] [ lr: 1.00e-04 ] [ eta: 1:08:56 ] [ l_g_pix: 4.1997e-02 ] [ l_g_total: 4.1997e-02 ]
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+ 2024-10-07 07:23:11,864 INFO: [ epoch: 13 ] [ iter: 17,200 ] [ performance: 27.120 it/s ] [ lr: 1.00e-04 ] [ eta: 1:08:45 ] [ l_g_pix: 2.6452e-02 ] [ l_g_total: 2.6452e-02 ]
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+ 2024-10-07 07:23:15,576 INFO: [ epoch: 13 ] [ iter: 17,300 ] [ performance: 26.433 it/s ] [ lr: 1.00e-04 ] [ eta: 1:08:34 ] [ l_g_pix: 2.0200e-02 ] [ l_g_total: 2.0200e-02 ]
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+ 2024-10-07 07:23:19,280 INFO: [ epoch: 13 ] [ iter: 17,400 ] [ performance: 26.935 it/s ] [ lr: 1.00e-04 ] [ eta: 1:08:23 ] [ l_g_pix: 2.9317e-02 ] [ l_g_total: 2.9317e-02 ]
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+ 2024-10-07 07:23:23,019 INFO: [ epoch: 13 ] [ iter: 17,500 ] [ performance: 27.481 it/s ] [ lr: 1.00e-04 ] [ eta: 1:08:12 ] [ l_g_pix: 3.7963e-02 ] [ l_g_total: 3.7963e-02 ]
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+ 2024-10-07 07:23:26,743 INFO: [ epoch: 13 ] [ iter: 17,600 ] [ performance: 26.926 it/s ] [ lr: 1.00e-04 ] [ eta: 1:08:02 ] [ l_g_pix: 3.1003e-02 ] [ l_g_total: 3.1003e-02 ]
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+ 2024-10-07 07:23:30,498 INFO: [ epoch: 13 ] [ iter: 17,700 ] [ performance: 26.964 it/s ] [ lr: 1.00e-04 ] [ eta: 1:07:51 ] [ l_g_pix: 3.1802e-02 ] [ l_g_total: 3.1802e-02 ]
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+ 2024-10-07 07:23:34,228 INFO: [ epoch: 13 ] [ iter: 17,800 ] [ performance: 26.830 it/s ] [ lr: 1.00e-04 ] [ eta: 1:07:41 ] [ l_g_pix: 4.1434e-02 ] [ l_g_total: 4.1434e-02 ]
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+ 2024-10-07 07:23:37,941 INFO: [ epoch: 13 ] [ iter: 17,900 ] [ performance: 27.035 it/s ] [ lr: 1.00e-04 ] [ eta: 1:07:30 ] [ l_g_pix: 4.2471e-02 ] [ l_g_total: 4.2471e-02 ]
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+ 2024-10-07 07:23:41,682 INFO: [ epoch: 13 ] [ iter: 18,000 ] [ performance: 26.766 it/s ] [ lr: 1.00e-04 ] [ eta: 1:07:20 ] [ l_g_pix: 4.4984e-02 ] [ l_g_total: 4.4984e-02 ]
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+ 2024-10-07 07:23:45,179 INFO: [ epoch: 13 ] [ iter: 18,100 ] [ performance: 29.569 it/s ] [ lr: 1.00e-04 ] [ eta: 1:07:08 ] [ l_g_pix: 3.9369e-02 ] [ l_g_total: 3.9369e-02 ]
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+ 2024-10-07 07:23:50,241 INFO: [ epoch: 14 ] [ iter: 18,200 ] [ performance: 20.376 it/s ] [ lr: 1.00e-04 ] [ eta: 1:07:04 ] [ l_g_pix: 4.5357e-02 ] [ l_g_total: 4.5357e-02 ]
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+ 2024-10-07 07:23:53,994 INFO: [ epoch: 14 ] [ iter: 18,300 ] [ performance: 26.770 it/s ] [ lr: 1.00e-04 ] [ eta: 1:06:54 ] [ l_g_pix: 4.8673e-02 ] [ l_g_total: 4.8673e-02 ]
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+ 2024-10-07 07:23:57,764 INFO: [ epoch: 14 ] [ iter: 18,400 ] [ performance: 26.553 it/s ] [ lr: 1.00e-04 ] [ eta: 1:06:44 ] [ l_g_pix: 4.6107e-02 ] [ l_g_total: 4.6107e-02 ]
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+ 2024-10-07 07:24:01,474 INFO: [ epoch: 14 ] [ iter: 18,500 ] [ performance: 27.859 it/s ] [ lr: 1.00e-04 ] [ eta: 1:06:34 ] [ l_g_pix: 3.6942e-02 ] [ l_g_total: 3.6942e-02 ]
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+ 2024-10-07 07:24:05,196 INFO: [ epoch: 14 ] [ iter: 18,600 ] [ performance: 26.943 it/s ] [ lr: 1.00e-04 ] [ eta: 1:06:24 ] [ l_g_pix: 4.1757e-02 ] [ l_g_total: 4.1757e-02 ]
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+ 2024-10-07 07:24:08,921 INFO: [ epoch: 14 ] [ iter: 18,700 ] [ performance: 26.196 it/s ] [ lr: 1.00e-04 ] [ eta: 1:06:14 ] [ l_g_pix: 2.8159e-02 ] [ l_g_total: 2.8159e-02 ]
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+ 2024-10-07 07:24:12,594 INFO: [ epoch: 14 ] [ iter: 18,800 ] [ performance: 27.163 it/s ] [ lr: 1.00e-04 ] [ eta: 1:06:03 ] [ l_g_pix: 2.5581e-02 ] [ l_g_total: 2.5581e-02 ]
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+ 2024-10-07 07:24:16,325 INFO: [ epoch: 14 ] [ iter: 18,900 ] [ performance: 26.451 it/s ] [ lr: 1.00e-04 ] [ eta: 1:05:54 ] [ l_g_pix: 2.2097e-02 ] [ l_g_total: 2.2097e-02 ]
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+ 2024-10-07 07:24:19,983 INFO: [ epoch: 14 ] [ iter: 19,000 ] [ performance: 27.291 it/s ] [ lr: 1.00e-04 ] [ eta: 1:05:44 ] [ l_g_pix: 4.4779e-02 ] [ l_g_total: 4.4779e-02 ]
220
+ 2024-10-07 07:24:23,690 INFO: [ epoch: 14 ] [ iter: 19,100 ] [ performance: 25.962 it/s ] [ lr: 1.00e-04 ] [ eta: 1:05:34 ] [ l_g_pix: 4.4553e-02 ] [ l_g_total: 4.4553e-02 ]
221
+ 2024-10-07 07:24:27,405 INFO: [ epoch: 14 ] [ iter: 19,200 ] [ performance: 26.877 it/s ] [ lr: 1.00e-04 ] [ eta: 1:05:24 ] [ l_g_pix: 3.1644e-02 ] [ l_g_total: 3.1644e-02 ]
222
+ 2024-10-07 07:24:31,092 INFO: [ epoch: 14 ] [ iter: 19,300 ] [ performance: 27.075 it/s ] [ lr: 1.00e-04 ] [ eta: 1:05:14 ] [ l_g_pix: 3.0816e-02 ] [ l_g_total: 3.0816e-02 ]
223
+ 2024-10-07 07:24:35,362 INFO: [ epoch: 15 ] [ iter: 19,400 ] [ performance: 23.548 it/s ] [ lr: 1.00e-04 ] [ eta: 1:05:07 ] [ l_g_pix: 3.6292e-02 ] [ l_g_total: 3.6292e-02 ]
224
+ 2024-10-07 07:24:39,449 INFO: [ epoch: 15 ] [ iter: 19,500 ] [ performance: 28.222 it/s ] [ lr: 1.00e-04 ] [ eta: 1:04:59 ] [ l_g_pix: 3.1677e-02 ] [ l_g_total: 3.1677e-02 ]
225
+ 2024-10-07 07:24:43,134 INFO: [ epoch: 15 ] [ iter: 19,600 ] [ performance: 27.171 it/s ] [ lr: 1.00e-04 ] [ eta: 1:04:50 ] [ l_g_pix: 2.7568e-02 ] [ l_g_total: 2.7568e-02 ]
226
+ 2024-10-07 07:24:46,851 INFO: [ epoch: 15 ] [ iter: 19,700 ] [ performance: 25.758 it/s ] [ lr: 1.00e-04 ] [ eta: 1:04:40 ] [ l_g_pix: 5.0963e-02 ] [ l_g_total: 5.0963e-02 ]
227
+ 2024-10-07 07:24:50,582 INFO: [ epoch: 15 ] [ iter: 19,800 ] [ performance: 26.791 it/s ] [ lr: 1.00e-04 ] [ eta: 1:04:31 ] [ l_g_pix: 2.9427e-02 ] [ l_g_total: 2.9427e-02 ]
228
+ 2024-10-07 07:24:54,317 INFO: [ epoch: 15 ] [ iter: 19,900 ] [ performance: 26.307 it/s ] [ lr: 1.00e-04 ] [ eta: 1:04:22 ] [ l_g_pix: 3.7279e-02 ] [ l_g_total: 3.7279e-02 ]
229
+ 2024-10-07 07:24:58,053 INFO: [ epoch: 15 ] [ iter: 20,000 ] [ performance: 26.764 it/s ] [ lr: 1.00e-04 ] [ eta: 1:04:12 ] [ l_g_pix: 2.4519e-02 ] [ l_g_total: 2.4519e-02 ]
230
+ 2024-10-07 07:24:58,053 INFO: Saving models and training states.
231
+ 2024-10-07 07:28:07,571 INFO: Validation val
232
+
233
+ # psnr: 26.2903........ Best: 26.2903 @ 20000 iter
234
+ # ssim: 0.7391........ Best: 0.7392 @ 10000 iter
235
+ # dists: 0.7809........ Best: 0.7807 @ 10000 iter
236
+
237
+ 2024-10-07 07:28:11,242 INFO: [ epoch: 15 ] [ iter: 20,100 ] [ performance: 27.003 it/s ] [ lr: 1.00e-04 ] [ eta: 1:16:36 ] [ l_g_pix: 3.5116e-02 ] [ l_g_total: 3.5116e-02 ]
238
+ 2024-10-07 07:28:14,953 INFO: [ epoch: 15 ] [ iter: 20,200 ] [ performance: 26.948 it/s ] [ lr: 1.00e-04 ] [ eta: 1:16:23 ] [ l_g_pix: 3.4889e-02 ] [ l_g_total: 3.4889e-02 ]
239
+ 2024-10-07 07:28:18,699 INFO: [ epoch: 15 ] [ iter: 20,300 ] [ performance: 26.825 it/s ] [ lr: 1.00e-04 ] [ eta: 1:16:09 ] [ l_g_pix: 2.6833e-02 ] [ l_g_total: 2.6833e-02 ]
240
+ 2024-10-07 07:28:22,403 INFO: [ epoch: 15 ] [ iter: 20,400 ] [ performance: 27.012 it/s ] [ lr: 1.00e-04 ] [ eta: 1:15:55 ] [ l_g_pix: 3.8481e-02 ] [ l_g_total: 3.8481e-02 ]
241
+ 2024-10-07 07:28:26,075 INFO: [ epoch: 15 ] [ iter: 20,500 ] [ performance: 27.127 it/s ] [ lr: 1.00e-04 ] [ eta: 1:15:42 ] [ l_g_pix: 2.9377e-02 ] [ l_g_total: 2.9377e-02 ]
242
+ 2024-10-07 07:28:29,769 INFO: [ epoch: 15 ] [ iter: 20,600 ] [ performance: 27.099 it/s ] [ lr: 1.00e-04 ] [ eta: 1:15:28 ] [ l_g_pix: 3.1050e-02 ] [ l_g_total: 3.1050e-02 ]
243
+ 2024-10-07 07:28:34,379 INFO: [ epoch: 16 ] [ iter: 20,700 ] [ performance: 24.075 it/s ] [ lr: 1.00e-04 ] [ eta: 1:15:18 ] [ l_g_pix: 2.7768e-02 ] [ l_g_total: 2.7768e-02 ]
244
+ 2024-10-07 07:28:38,400 INFO: [ epoch: 16 ] [ iter: 20,800 ] [ performance: 25.467 it/s ] [ lr: 1.00e-04 ] [ eta: 1:15:06 ] [ l_g_pix: 4.5914e-02 ] [ l_g_total: 4.5914e-02 ]
245
+ 2024-10-07 07:28:42,132 INFO: [ epoch: 16 ] [ iter: 20,900 ] [ performance: 26.126 it/s ] [ lr: 1.00e-04 ] [ eta: 1:14:53 ] [ l_g_pix: 3.6303e-02 ] [ l_g_total: 3.6303e-02 ]
246
+ 2024-10-07 07:28:45,854 INFO: [ epoch: 16 ] [ iter: 21,000 ] [ performance: 26.896 it/s ] [ lr: 1.00e-04 ] [ eta: 1:14:40 ] [ l_g_pix: 2.5822e-02 ] [ l_g_total: 2.5822e-02 ]
247
+ 2024-10-07 07:28:49,539 INFO: [ epoch: 16 ] [ iter: 21,100 ] [ performance: 27.021 it/s ] [ lr: 1.00e-04 ] [ eta: 1:14:27 ] [ l_g_pix: 3.1850e-02 ] [ l_g_total: 3.1850e-02 ]
248
+ 2024-10-07 07:28:53,226 INFO: [ epoch: 16 ] [ iter: 21,200 ] [ performance: 27.173 it/s ] [ lr: 1.00e-04 ] [ eta: 1:14:14 ] [ l_g_pix: 4.6555e-02 ] [ l_g_total: 4.6555e-02 ]
249
+ 2024-10-07 07:28:56,947 INFO: [ epoch: 16 ] [ iter: 21,300 ] [ performance: 27.023 it/s ] [ lr: 1.00e-04 ] [ eta: 1:14:01 ] [ l_g_pix: 3.7714e-02 ] [ l_g_total: 3.7714e-02 ]
250
+ 2024-10-07 07:29:00,660 INFO: [ epoch: 16 ] [ iter: 21,400 ] [ performance: 26.949 it/s ] [ lr: 1.00e-04 ] [ eta: 1:13:48 ] [ l_g_pix: 3.0908e-02 ] [ l_g_total: 3.0908e-02 ]
251
+ 2024-10-07 07:29:04,406 INFO: [ epoch: 16 ] [ iter: 21,500 ] [ performance: 26.821 it/s ] [ lr: 1.00e-04 ] [ eta: 1:13:36 ] [ l_g_pix: 3.6016e-02 ] [ l_g_total: 3.6016e-02 ]
252
+ 2024-10-07 07:29:08,129 INFO: [ epoch: 16 ] [ iter: 21,600 ] [ performance: 26.889 it/s ] [ lr: 1.00e-04 ] [ eta: 1:13:23 ] [ l_g_pix: 4.1253e-02 ] [ l_g_total: 4.1253e-02 ]
253
+ 2024-10-07 07:29:11,856 INFO: [ epoch: 16 ] [ iter: 21,700 ] [ performance: 26.864 it/s ] [ lr: 1.00e-04 ] [ eta: 1:13:11 ] [ l_g_pix: 3.4446e-02 ] [ l_g_total: 3.4446e-02 ]
254
+ 2024-10-07 07:29:15,552 INFO: [ epoch: 16 ] [ iter: 21,800 ] [ performance: 27.140 it/s ] [ lr: 1.00e-04 ] [ eta: 1:12:58 ] [ l_g_pix: 2.5976e-02 ] [ l_g_total: 2.5976e-02 ]
255
+ 2024-10-07 07:29:19,200 INFO: [ epoch: 16 ] [ iter: 21,900 ] [ performance: 27.284 it/s ] [ lr: 1.00e-04 ] [ eta: 1:12:46 ] [ l_g_pix: 4.5477e-02 ] [ l_g_total: 4.5477e-02 ]
256
+ 2024-10-07 07:29:23,848 INFO: [ epoch: 17 ] [ iter: 22,000 ] [ performance: 21.027 it/s ] [ lr: 1.00e-04 ] [ eta: 1:12:37 ] [ l_g_pix: 2.9987e-02 ] [ l_g_total: 2.9987e-02 ]
257
+ 2024-10-07 07:29:27,738 INFO: [ epoch: 17 ] [ iter: 22,100 ] [ performance: 23.244 it/s ] [ lr: 1.00e-04 ] [ eta: 1:12:25 ] [ l_g_pix: 3.8785e-02 ] [ l_g_total: 3.8785e-02 ]
258
+ 2024-10-07 07:29:31,460 INFO: [ epoch: 17 ] [ iter: 22,200 ] [ performance: 26.922 it/s ] [ lr: 1.00e-04 ] [ eta: 1:12:13 ] [ l_g_pix: 3.8925e-02 ] [ l_g_total: 3.8925e-02 ]
259
+ 2024-10-07 07:29:35,142 INFO: [ epoch: 17 ] [ iter: 22,300 ] [ performance: 27.049 it/s ] [ lr: 1.00e-04 ] [ eta: 1:12:01 ] [ l_g_pix: 3.0807e-02 ] [ l_g_total: 3.0807e-02 ]
260
+ 2024-10-07 07:29:38,835 INFO: [ epoch: 17 ] [ iter: 22,400 ] [ performance: 27.073 it/s ] [ lr: 1.00e-04 ] [ eta: 1:11:49 ] [ l_g_pix: 3.2068e-02 ] [ l_g_total: 3.2068e-02 ]
261
+ 2024-10-07 07:29:42,575 INFO: [ epoch: 17 ] [ iter: 22,500 ] [ performance: 26.897 it/s ] [ lr: 1.00e-04 ] [ eta: 1:11:37 ] [ l_g_pix: 4.4277e-02 ] [ l_g_total: 4.4277e-02 ]
262
+ 2024-10-07 07:29:46,353 INFO: [ epoch: 17 ] [ iter: 22,600 ] [ performance: 26.425 it/s ] [ lr: 1.00e-04 ] [ eta: 1:11:26 ] [ l_g_pix: 3.3694e-02 ] [ l_g_total: 3.3694e-02 ]
263
+ 2024-10-07 07:29:50,046 INFO: [ epoch: 17 ] [ iter: 22,700 ] [ performance: 26.773 it/s ] [ lr: 1.00e-04 ] [ eta: 1:11:14 ] [ l_g_pix: 3.8210e-02 ] [ l_g_total: 3.8210e-02 ]
264
+ 2024-10-07 07:29:53,738 INFO: [ epoch: 17 ] [ iter: 22,800 ] [ performance: 27.191 it/s ] [ lr: 1.00e-04 ] [ eta: 1:11:02 ] [ l_g_pix: 2.9578e-02 ] [ l_g_total: 2.9578e-02 ]
265
+ 2024-10-07 07:29:57,431 INFO: [ epoch: 17 ] [ iter: 22,900 ] [ performance: 27.133 it/s ] [ lr: 1.00e-04 ] [ eta: 1:10:50 ] [ l_g_pix: 3.1952e-02 ] [ l_g_total: 3.1952e-02 ]
266
+ 2024-10-07 07:30:01,101 INFO: [ epoch: 17 ] [ iter: 23,000 ] [ performance: 27.285 it/s ] [ lr: 1.00e-04 ] [ eta: 1:10:39 ] [ l_g_pix: 4.2025e-02 ] [ l_g_total: 4.2025e-02 ]
267
+ 2024-10-07 07:30:04,828 INFO: [ epoch: 17 ] [ iter: 23,100 ] [ performance: 27.041 it/s ] [ lr: 1.00e-04 ] [ eta: 1:10:27 ] [ l_g_pix: 3.5914e-02 ] [ l_g_total: 3.5914e-02 ]
268
+ 2024-10-07 07:30:08,473 INFO: [ epoch: 17 ] [ iter: 23,200 ] [ performance: 27.629 it/s ] [ lr: 1.00e-04 ] [ eta: 1:10:16 ] [ l_g_pix: 3.5654e-02 ] [ l_g_total: 3.5654e-02 ]
269
+ 2024-10-07 07:30:13,189 INFO: [ epoch: 18 ] [ iter: 23,300 ] [ performance: 23.745 it/s ] [ lr: 1.00e-04 ] [ eta: 1:10:08 ] [ l_g_pix: 3.4374e-02 ] [ l_g_total: 3.4374e-02 ]
270
+ 2024-10-07 07:30:16,970 INFO: [ epoch: 18 ] [ iter: 23,400 ] [ performance: 27.051 it/s ] [ lr: 1.00e-04 ] [ eta: 1:09:57 ] [ l_g_pix: 3.3046e-02 ] [ l_g_total: 3.3046e-02 ]
271
+ 2024-10-07 07:30:20,699 INFO: [ epoch: 18 ] [ iter: 23,500 ] [ performance: 26.926 it/s ] [ lr: 1.00e-04 ] [ eta: 1:09:45 ] [ l_g_pix: 2.7743e-02 ] [ l_g_total: 2.7743e-02 ]
272
+ 2024-10-07 07:30:24,414 INFO: [ epoch: 18 ] [ iter: 23,600 ] [ performance: 27.027 it/s ] [ lr: 1.00e-04 ] [ eta: 1:09:34 ] [ l_g_pix: 2.9664e-02 ] [ l_g_total: 2.9664e-02 ]
273
+ 2024-10-07 07:30:28,130 INFO: [ epoch: 18 ] [ iter: 23,700 ] [ performance: 26.967 it/s ] [ lr: 1.00e-04 ] [ eta: 1:09:23 ] [ l_g_pix: 2.3705e-02 ] [ l_g_total: 2.3705e-02 ]
274
+ 2024-10-07 07:30:31,882 INFO: [ epoch: 18 ] [ iter: 23,800 ] [ performance: 26.738 it/s ] [ lr: 1.00e-04 ] [ eta: 1:09:12 ] [ l_g_pix: 2.8888e-02 ] [ l_g_total: 2.8888e-02 ]
275
+ 2024-10-07 07:30:35,610 INFO: [ epoch: 18 ] [ iter: 23,900 ] [ performance: 26.786 it/s ] [ lr: 1.00e-04 ] [ eta: 1:09:01 ] [ l_g_pix: 3.6599e-02 ] [ l_g_total: 3.6599e-02 ]
276
+ 2024-10-07 07:30:39,370 INFO: [ epoch: 18 ] [ iter: 24,000 ] [ performance: 26.772 it/s ] [ lr: 1.00e-04 ] [ eta: 1:08:51 ] [ l_g_pix: 3.4232e-02 ] [ l_g_total: 3.4232e-02 ]
277
+ 2024-10-07 07:30:43,067 INFO: [ epoch: 18 ] [ iter: 24,100 ] [ performance: 26.928 it/s ] [ lr: 1.00e-04 ] [ eta: 1:08:40 ] [ l_g_pix: 3.0422e-02 ] [ l_g_total: 3.0422e-02 ]
278
+ 2024-10-07 07:30:46,780 INFO: [ epoch: 18 ] [ iter: 24,200 ] [ performance: 27.055 it/s ] [ lr: 1.00e-04 ] [ eta: 1:08:29 ] [ l_g_pix: 3.5512e-02 ] [ l_g_total: 3.5512e-02 ]
279
+ 2024-10-07 07:30:50,466 INFO: [ epoch: 18 ] [ iter: 24,300 ] [ performance: 27.097 it/s ] [ lr: 1.00e-04 ] [ eta: 1:08:18 ] [ l_g_pix: 3.9477e-02 ] [ l_g_total: 3.9477e-02 ]
280
+ 2024-10-07 07:30:54,166 INFO: [ epoch: 18 ] [ iter: 24,400 ] [ performance: 27.256 it/s ] [ lr: 1.00e-04 ] [ eta: 1:08:07 ] [ l_g_pix: 4.2785e-02 ] [ l_g_total: 4.2785e-02 ]
281
+ 2024-10-07 07:30:57,860 INFO: [ epoch: 18 ] [ iter: 24,500 ] [ performance: 27.156 it/s ] [ lr: 1.00e-04 ] [ eta: 1:07:57 ] [ l_g_pix: 3.2597e-02 ] [ l_g_total: 3.2597e-02 ]
282
+ 2024-10-07 07:31:02,898 INFO: [ epoch: 19 ] [ iter: 24,600 ] [ performance: 18.355 it/s ] [ lr: 1.00e-04 ] [ eta: 1:07:50 ] [ l_g_pix: 3.9901e-02 ] [ l_g_total: 3.9901e-02 ]
283
+ 2024-10-07 07:31:06,574 INFO: [ epoch: 19 ] [ iter: 24,700 ] [ performance: 22.464 it/s ] [ lr: 1.00e-04 ] [ eta: 1:07:39 ] [ l_g_pix: 2.9273e-02 ] [ l_g_total: 2.9273e-02 ]
284
+ 2024-10-07 07:31:10,271 INFO: [ epoch: 19 ] [ iter: 24,800 ] [ performance: 27.306 it/s ] [ lr: 1.00e-04 ] [ eta: 1:07:29 ] [ l_g_pix: 2.2339e-02 ] [ l_g_total: 2.2339e-02 ]
285
+ 2024-10-07 07:31:13,964 INFO: [ epoch: 19 ] [ iter: 24,900 ] [ performance: 27.183 it/s ] [ lr: 1.00e-04 ] [ eta: 1:07:18 ] [ l_g_pix: 2.4470e-02 ] [ l_g_total: 2.4470e-02 ]
286
+ 2024-10-07 07:31:17,615 INFO: [ epoch: 19 ] [ iter: 25,000 ] [ performance: 27.513 it/s ] [ lr: 1.00e-04 ] [ eta: 1:07:08 ] [ l_g_pix: 4.0967e-02 ] [ l_g_total: 4.0967e-02 ]
287
+ 2024-10-07 07:31:21,292 INFO: [ epoch: 19 ] [ iter: 25,100 ] [ performance: 27.334 it/s ] [ lr: 1.00e-04 ] [ eta: 1:06:57 ] [ l_g_pix: 3.0593e-02 ] [ l_g_total: 3.0593e-02 ]
288
+ 2024-10-07 07:31:24,988 INFO: [ epoch: 19 ] [ iter: 25,200 ] [ performance: 27.126 it/s ] [ lr: 1.00e-04 ] [ eta: 1:06:47 ] [ l_g_pix: 3.9934e-02 ] [ l_g_total: 3.9934e-02 ]
289
+ 2024-10-07 07:31:28,696 INFO: [ epoch: 19 ] [ iter: 25,300 ] [ performance: 27.039 it/s ] [ lr: 1.00e-04 ] [ eta: 1:06:37 ] [ l_g_pix: 3.4600e-02 ] [ l_g_total: 3.4600e-02 ]
290
+ 2024-10-07 07:31:32,423 INFO: [ epoch: 19 ] [ iter: 25,400 ] [ performance: 26.942 it/s ] [ lr: 1.00e-04 ] [ eta: 1:06:27 ] [ l_g_pix: 2.7846e-02 ] [ l_g_total: 2.7846e-02 ]
291
+ 2024-10-07 07:31:36,153 INFO: [ epoch: 19 ] [ iter: 25,500 ] [ performance: 26.869 it/s ] [ lr: 1.00e-04 ] [ eta: 1:06:17 ] [ l_g_pix: 3.2357e-02 ] [ l_g_total: 3.2357e-02 ]
292
+ 2024-10-07 07:31:39,868 INFO: [ epoch: 19 ] [ iter: 25,600 ] [ performance: 27.030 it/s ] [ lr: 1.00e-04 ] [ eta: 1:06:07 ] [ l_g_pix: 3.3094e-02 ] [ l_g_total: 3.3094e-02 ]
293
+ 2024-10-07 07:31:43,595 INFO: [ epoch: 19 ] [ iter: 25,700 ] [ performance: 26.922 it/s ] [ lr: 1.00e-04 ] [ eta: 1:05:57 ] [ l_g_pix: 3.1535e-02 ] [ l_g_total: 3.1535e-02 ]
294
+ 2024-10-07 07:31:47,249 INFO: [ epoch: 19 ] [ iter: 25,800 ] [ performance: 27.720 it/s ] [ lr: 1.00e-04 ] [ eta: 1:05:47 ] [ l_g_pix: 2.6905e-02 ] [ l_g_total: 2.6905e-02 ]
295
+ 2024-10-07 07:31:52,074 INFO: [ epoch: 20 ] [ iter: 25,900 ] [ performance: 23.175 it/s ] [ lr: 1.00e-04 ] [ eta: 1:05:40 ] [ l_g_pix: 3.1448e-02 ] [ l_g_total: 3.1448e-02 ]
296
+ 2024-10-07 07:31:55,783 INFO: [ epoch: 20 ] [ iter: 26,000 ] [ performance: 27.243 it/s ] [ lr: 1.00e-04 ] [ eta: 1:05:30 ] [ l_g_pix: 2.8082e-02 ] [ l_g_total: 2.8082e-02 ]
297
+ 2024-10-07 07:31:59,499 INFO: [ epoch: 20 ] [ iter: 26,100 ] [ performance: 27.050 it/s ] [ lr: 1.00e-04 ] [ eta: 1:05:20 ] [ l_g_pix: 2.7195e-02 ] [ l_g_total: 2.7195e-02 ]
298
+ 2024-10-07 07:32:03,224 INFO: [ epoch: 20 ] [ iter: 26,200 ] [ performance: 26.820 it/s ] [ lr: 1.00e-04 ] [ eta: 1:05:10 ] [ l_g_pix: 4.1084e-02 ] [ l_g_total: 4.1084e-02 ]
299
+ 2024-10-07 07:32:06,942 INFO: [ epoch: 20 ] [ iter: 26,300 ] [ performance: 26.868 it/s ] [ lr: 1.00e-04 ] [ eta: 1:05:01 ] [ l_g_pix: 2.3421e-02 ] [ l_g_total: 2.3421e-02 ]
300
+ 2024-10-07 07:32:10,603 INFO: [ epoch: 20 ] [ iter: 26,400 ] [ performance: 27.042 it/s ] [ lr: 1.00e-04 ] [ eta: 1:04:51 ] [ l_g_pix: 3.4715e-02 ] [ l_g_total: 3.4715e-02 ]
301
+ 2024-10-07 07:32:14,402 INFO: [ epoch: 20 ] [ iter: 26,500 ] [ performance: 26.615 it/s ] [ lr: 1.00e-04 ] [ eta: 1:04:41 ] [ l_g_pix: 4.4539e-02 ] [ l_g_total: 4.4539e-02 ]
302
+ 2024-10-07 07:32:18,136 INFO: [ epoch: 20 ] [ iter: 26,600 ] [ performance: 26.900 it/s ] [ lr: 1.00e-04 ] [ eta: 1:04:32 ] [ l_g_pix: 3.5621e-02 ] [ l_g_total: 3.5621e-02 ]
303
+ 2024-10-07 07:32:21,878 INFO: [ epoch: 20 ] [ iter: 26,700 ] [ performance: 26.800 it/s ] [ lr: 1.00e-04 ] [ eta: 1:04:22 ] [ l_g_pix: 2.8850e-02 ] [ l_g_total: 2.8850e-02 ]
304
+ 2024-10-07 07:32:25,586 INFO: [ epoch: 20 ] [ iter: 26,800 ] [ performance: 27.110 it/s ] [ lr: 1.00e-04 ] [ eta: 1:04:13 ] [ l_g_pix: 3.4280e-02 ] [ l_g_total: 3.4280e-02 ]
305
+ 2024-10-07 07:32:29,337 INFO: [ epoch: 20 ] [ iter: 26,900 ] [ performance: 26.841 it/s ] [ lr: 1.00e-04 ] [ eta: 1:04:03 ] [ l_g_pix: 3.6313e-02 ] [ l_g_total: 3.6313e-02 ]
306
+ 2024-10-07 07:32:33,061 INFO: [ epoch: 20 ] [ iter: 27,000 ] [ performance: 26.889 it/s ] [ lr: 1.00e-04 ] [ eta: 1:03:54 ] [ l_g_pix: 3.6018e-02 ] [ l_g_total: 3.6018e-02 ]
307
+ 2024-10-07 07:32:36,674 INFO: [ epoch: 20 ] [ iter: 27,100 ] [ performance: 27.359 it/s ] [ lr: 1.00e-04 ] [ eta: 1:03:44 ] [ l_g_pix: 2.7361e-02 ] [ l_g_total: 2.7361e-02 ]
308
+ 2024-10-07 07:32:41,648 INFO: [ epoch: 21 ] [ iter: 27,200 ] [ performance: 17.316 it/s ] [ lr: 1.00e-04 ] [ eta: 1:03:38 ] [ l_g_pix: 2.2432e-02 ] [ l_g_total: 2.2432e-02 ]
309
+ 2024-10-07 07:32:45,380 INFO: [ epoch: 21 ] [ iter: 27,300 ] [ performance: 22.044 it/s ] [ lr: 1.00e-04 ] [ eta: 1:03:29 ] [ l_g_pix: 3.8693e-02 ] [ l_g_total: 3.8693e-02 ]
310
+ 2024-10-07 07:32:49,093 INFO: [ epoch: 21 ] [ iter: 27,400 ] [ performance: 27.180 it/s ] [ lr: 1.00e-04 ] [ eta: 1:03:20 ] [ l_g_pix: 3.9544e-02 ] [ l_g_total: 3.9544e-02 ]
311
+ 2024-10-07 07:32:52,849 INFO: [ epoch: 21 ] [ iter: 27,500 ] [ performance: 26.843 it/s ] [ lr: 1.00e-04 ] [ eta: 1:03:11 ] [ l_g_pix: 2.3377e-02 ] [ l_g_total: 2.3377e-02 ]
312
+ 2024-10-07 07:32:56,540 INFO: [ epoch: 21 ] [ iter: 27,600 ] [ performance: 27.267 it/s ] [ lr: 1.00e-04 ] [ eta: 1:03:01 ] [ l_g_pix: 4.1431e-02 ] [ l_g_total: 4.1431e-02 ]
313
+ 2024-10-07 07:33:00,230 INFO: [ epoch: 21 ] [ iter: 27,700 ] [ performance: 27.172 it/s ] [ lr: 1.00e-04 ] [ eta: 1:02:52 ] [ l_g_pix: 1.8247e-02 ] [ l_g_total: 1.8247e-02 ]
314
+ 2024-10-07 07:33:03,967 INFO: [ epoch: 21 ] [ iter: 27,800 ] [ performance: 26.758 it/s ] [ lr: 1.00e-04 ] [ eta: 1:02:43 ] [ l_g_pix: 2.7642e-02 ] [ l_g_total: 2.7642e-02 ]
315
+ 2024-10-07 07:33:07,695 INFO: [ epoch: 21 ] [ iter: 27,900 ] [ performance: 26.801 it/s ] [ lr: 1.00e-04 ] [ eta: 1:02:34 ] [ l_g_pix: 3.1143e-02 ] [ l_g_total: 3.1143e-02 ]
316
+ 2024-10-07 07:33:11,378 INFO: [ epoch: 21 ] [ iter: 28,000 ] [ performance: 27.261 it/s ] [ lr: 1.00e-04 ] [ eta: 1:02:25 ] [ l_g_pix: 2.7322e-02 ] [ l_g_total: 2.7322e-02 ]
317
+ 2024-10-07 07:33:15,054 INFO: [ epoch: 21 ] [ iter: 28,100 ] [ performance: 27.228 it/s ] [ lr: 1.00e-04 ] [ eta: 1:02:16 ] [ l_g_pix: 3.7722e-02 ] [ l_g_total: 3.7722e-02 ]
318
+ 2024-10-07 07:33:18,799 INFO: [ epoch: 21 ] [ iter: 28,200 ] [ performance: 26.479 it/s ] [ lr: 1.00e-04 ] [ eta: 1:02:07 ] [ l_g_pix: 3.0131e-02 ] [ l_g_total: 3.0131e-02 ]
319
+ 2024-10-07 07:33:22,619 INFO: [ epoch: 21 ] [ iter: 28,300 ] [ performance: 26.293 it/s ] [ lr: 1.00e-04 ] [ eta: 1:01:58 ] [ l_g_pix: 2.8865e-02 ] [ l_g_total: 2.8865e-02 ]
320
+ 2024-10-07 07:33:26,188 INFO: [ epoch: 21 ] [ iter: 28,400 ] [ performance: 28.834 it/s ] [ lr: 1.00e-04 ] [ eta: 1:01:49 ] [ l_g_pix: 4.0202e-02 ] [ l_g_total: 4.0202e-02 ]
321
+ 2024-10-07 07:33:30,900 INFO: [ epoch: 22 ] [ iter: 28,500 ] [ performance: 23.534 it/s ] [ lr: 1.00e-04 ] [ eta: 1:01:43 ] [ l_g_pix: 2.9302e-02 ] [ l_g_total: 2.9302e-02 ]
322
+ 2024-10-07 07:33:34,572 INFO: [ epoch: 22 ] [ iter: 28,600 ] [ performance: 27.426 it/s ] [ lr: 1.00e-04 ] [ eta: 1:01:34 ] [ l_g_pix: 3.1611e-02 ] [ l_g_total: 3.1611e-02 ]
323
+ 2024-10-07 07:33:38,299 INFO: [ epoch: 22 ] [ iter: 28,700 ] [ performance: 27.052 it/s ] [ lr: 1.00e-04 ] [ eta: 1:01:25 ] [ l_g_pix: 2.5842e-02 ] [ l_g_total: 2.5842e-02 ]
324
+ 2024-10-07 07:33:42,039 INFO: [ epoch: 22 ] [ iter: 28,800 ] [ performance: 26.496 it/s ] [ lr: 1.00e-04 ] [ eta: 1:01:16 ] [ l_g_pix: 2.9996e-02 ] [ l_g_total: 2.9996e-02 ]
325
+ 2024-10-07 07:33:45,718 INFO: [ epoch: 22 ] [ iter: 28,900 ] [ performance: 26.930 it/s ] [ lr: 1.00e-04 ] [ eta: 1:01:07 ] [ l_g_pix: 2.2837e-02 ] [ l_g_total: 2.2837e-02 ]
326
+ 2024-10-07 07:33:49,379 INFO: [ epoch: 22 ] [ iter: 29,000 ] [ performance: 27.519 it/s ] [ lr: 1.00e-04 ] [ eta: 1:00:59 ] [ l_g_pix: 3.5695e-02 ] [ l_g_total: 3.5695e-02 ]
327
+ 2024-10-07 07:33:53,057 INFO: [ epoch: 22 ] [ iter: 29,100 ] [ performance: 27.314 it/s ] [ lr: 1.00e-04 ] [ eta: 1:00:50 ] [ l_g_pix: 1.7640e-02 ] [ l_g_total: 1.7640e-02 ]
328
+ 2024-10-07 07:33:56,779 INFO: [ epoch: 22 ] [ iter: 29,200 ] [ performance: 26.847 it/s ] [ lr: 1.00e-04 ] [ eta: 1:00:41 ] [ l_g_pix: 3.8967e-02 ] [ l_g_total: 3.8967e-02 ]
329
+ 2024-10-07 07:34:00,541 INFO: [ epoch: 22 ] [ iter: 29,300 ] [ performance: 26.677 it/s ] [ lr: 1.00e-04 ] [ eta: 1:00:33 ] [ l_g_pix: 3.8176e-02 ] [ l_g_total: 3.8176e-02 ]
330
+ 2024-10-07 07:34:04,277 INFO: [ epoch: 22 ] [ iter: 29,400 ] [ performance: 26.714 it/s ] [ lr: 1.00e-04 ] [ eta: 1:00:24 ] [ l_g_pix: 2.5782e-02 ] [ l_g_total: 2.5782e-02 ]
331
+ 2024-10-07 07:34:07,997 INFO: [ epoch: 22 ] [ iter: 29,500 ] [ performance: 26.827 it/s ] [ lr: 1.00e-04 ] [ eta: 1:00:16 ] [ l_g_pix: 3.0833e-02 ] [ l_g_total: 3.0833e-02 ]
332
+ 2024-10-07 07:34:11,734 INFO: [ epoch: 22 ] [ iter: 29,600 ] [ performance: 26.600 it/s ] [ lr: 1.00e-04 ] [ eta: 1:00:07 ] [ l_g_pix: 3.1420e-02 ] [ l_g_total: 3.1420e-02 ]
333
+ 2024-10-07 07:34:15,307 INFO: [ epoch: 22 ] [ iter: 29,700 ] [ performance: 27.491 it/s ] [ lr: 1.00e-04 ] [ eta: 0:59:58 ] [ l_g_pix: 4.1926e-02 ] [ l_g_total: 4.1926e-02 ]
334
+ 2024-10-07 07:34:20,380 INFO: [ epoch: 23 ] [ iter: 29,800 ] [ performance: 22.310 it/s ] [ lr: 1.00e-04 ] [ eta: 0:59:53 ] [ l_g_pix: 4.5829e-02 ] [ l_g_total: 4.5829e-02 ]
335
+ 2024-10-07 07:34:24,096 INFO: [ epoch: 23 ] [ iter: 29,900 ] [ performance: 25.140 it/s ] [ lr: 1.00e-04 ] [ eta: 0:59:45 ] [ l_g_pix: 3.7460e-02 ] [ l_g_total: 3.7460e-02 ]
336
+ 2024-10-07 07:34:27,779 INFO: [ epoch: 23 ] [ iter: 30,000 ] [ performance: 27.290 it/s ] [ lr: 1.00e-04 ] [ eta: 0:59:36 ] [ l_g_pix: 2.1543e-02 ] [ l_g_total: 2.1543e-02 ]
337
+ 2024-10-07 07:34:27,779 INFO: Saving models and training states.
338
+ 2024-10-07 07:37:28,528 INFO: Validation val
339
+
340
+ # psnr: 26.9082........ Best: 26.9082 @ 30000 iter
341
+ # ssim: 0.7549........ Best: 0.7549 @ 30000 iter
342
+ # dists: 0.7744........ Best: 0.7744 @ 30000 iter
343
+
344
+ 2024-10-07 07:37:32,172 INFO: [ epoch: 23 ] [ iter: 30,100 ] [ performance: 27.491 it/s ] [ lr: 1.00e-04 ] [ eta: 1:06:28 ] [ l_g_pix: 3.3104e-02 ] [ l_g_total: 3.3104e-02 ]
345
+ 2024-10-07 07:37:35,921 INFO: [ epoch: 23 ] [ iter: 30,200 ] [ performance: 26.543 it/s ] [ lr: 1.00e-04 ] [ eta: 1:06:17 ] [ l_g_pix: 2.8353e-02 ] [ l_g_total: 2.8353e-02 ]
346
+ 2024-10-07 07:37:39,611 INFO: [ epoch: 23 ] [ iter: 30,300 ] [ performance: 26.917 it/s ] [ lr: 1.00e-04 ] [ eta: 1:06:07 ] [ l_g_pix: 3.0103e-02 ] [ l_g_total: 3.0103e-02 ]
347
+ 2024-10-07 07:37:43,326 INFO: [ epoch: 23 ] [ iter: 30,400 ] [ performance: 26.930 it/s ] [ lr: 1.00e-04 ] [ eta: 1:05:57 ] [ l_g_pix: 3.7722e-02 ] [ l_g_total: 3.7722e-02 ]
348
+ 2024-10-07 07:37:47,023 INFO: [ epoch: 23 ] [ iter: 30,500 ] [ performance: 27.014 it/s ] [ lr: 1.00e-04 ] [ eta: 1:05:47 ] [ l_g_pix: 2.1401e-02 ] [ l_g_total: 2.1401e-02 ]
349
+ 2024-10-07 07:37:50,755 INFO: [ epoch: 23 ] [ iter: 30,600 ] [ performance: 26.752 it/s ] [ lr: 1.00e-04 ] [ eta: 1:05:37 ] [ l_g_pix: 3.0026e-02 ] [ l_g_total: 3.0026e-02 ]
350
+ 2024-10-07 07:37:54,487 INFO: [ epoch: 23 ] [ iter: 30,700 ] [ performance: 26.784 it/s ] [ lr: 1.00e-04 ] [ eta: 1:05:26 ] [ l_g_pix: 3.4574e-02 ] [ l_g_total: 3.4574e-02 ]
351
+ 2024-10-07 07:37:58,188 INFO: [ epoch: 23 ] [ iter: 30,800 ] [ performance: 26.999 it/s ] [ lr: 1.00e-04 ] [ eta: 1:05:16 ] [ l_g_pix: 4.0804e-02 ] [ l_g_total: 4.0804e-02 ]
352
+ 2024-10-07 07:38:01,893 INFO: [ epoch: 23 ] [ iter: 30,900 ] [ performance: 26.996 it/s ] [ lr: 1.00e-04 ] [ eta: 1:05:06 ] [ l_g_pix: 3.2853e-02 ] [ l_g_total: 3.2853e-02 ]
353
+ 2024-10-07 07:38:05,425 INFO: [ epoch: 23 ] [ iter: 31,000 ] [ performance: 29.018 it/s ] [ lr: 1.00e-04 ] [ eta: 1:04:56 ] [ l_g_pix: 3.1544e-02 ] [ l_g_total: 3.1544e-02 ]
354
+ 2024-10-07 07:38:10,355 INFO: [ epoch: 24 ] [ iter: 31,100 ] [ performance: 22.415 it/s ] [ lr: 1.00e-04 ] [ eta: 1:04:49 ] [ l_g_pix: 2.5384e-02 ] [ l_g_total: 2.5384e-02 ]
355
+ 2024-10-07 07:38:14,079 INFO: [ epoch: 24 ] [ iter: 31,200 ] [ performance: 26.455 it/s ] [ lr: 1.00e-04 ] [ eta: 1:04:39 ] [ l_g_pix: 3.0925e-02 ] [ l_g_total: 3.0925e-02 ]
356
+ 2024-10-07 07:38:17,753 INFO: [ epoch: 24 ] [ iter: 31,300 ] [ performance: 26.979 it/s ] [ lr: 1.00e-04 ] [ eta: 1:04:29 ] [ l_g_pix: 3.7059e-02 ] [ l_g_total: 3.7059e-02 ]
357
+ 2024-10-07 07:38:21,502 INFO: [ epoch: 24 ] [ iter: 31,400 ] [ performance: 26.761 it/s ] [ lr: 1.00e-04 ] [ eta: 1:04:19 ] [ l_g_pix: 3.5395e-02 ] [ l_g_total: 3.5395e-02 ]
358
+ 2024-10-07 07:38:25,172 INFO: [ epoch: 24 ] [ iter: 31,500 ] [ performance: 27.103 it/s ] [ lr: 1.00e-04 ] [ eta: 1:04:09 ] [ l_g_pix: 2.9570e-02 ] [ l_g_total: 2.9570e-02 ]
359
+ 2024-10-07 07:38:28,873 INFO: [ epoch: 24 ] [ iter: 31,600 ] [ performance: 26.852 it/s ] [ lr: 1.00e-04 ] [ eta: 1:04:00 ] [ l_g_pix: 3.6177e-02 ] [ l_g_total: 3.6177e-02 ]
360
+ 2024-10-07 07:38:32,537 INFO: [ epoch: 24 ] [ iter: 31,700 ] [ performance: 27.161 it/s ] [ lr: 1.00e-04 ] [ eta: 1:03:50 ] [ l_g_pix: 3.0183e-02 ] [ l_g_total: 3.0183e-02 ]
361
+ 2024-10-07 07:38:36,283 INFO: [ epoch: 24 ] [ iter: 31,800 ] [ performance: 26.652 it/s ] [ lr: 1.00e-04 ] [ eta: 1:03:40 ] [ l_g_pix: 2.0021e-02 ] [ l_g_total: 2.0021e-02 ]
362
+ 2024-10-07 07:38:40,016 INFO: [ epoch: 24 ] [ iter: 31,900 ] [ performance: 26.753 it/s ] [ lr: 1.00e-04 ] [ eta: 1:03:31 ] [ l_g_pix: 2.9767e-02 ] [ l_g_total: 2.9767e-02 ]
363
+ 2024-10-07 07:38:43,752 INFO: [ epoch: 24 ] [ iter: 32,000 ] [ performance: 26.973 it/s ] [ lr: 1.00e-04 ] [ eta: 1:03:21 ] [ l_g_pix: 2.7524e-02 ] [ l_g_total: 2.7524e-02 ]
364
+ 2024-10-07 07:38:47,431 INFO: [ epoch: 24 ] [ iter: 32,100 ] [ performance: 27.124 it/s ] [ lr: 1.00e-04 ] [ eta: 1:03:11 ] [ l_g_pix: 3.1433e-02 ] [ l_g_total: 3.1433e-02 ]
365
+ 2024-10-07 07:38:51,167 INFO: [ epoch: 24 ] [ iter: 32,200 ] [ performance: 26.731 it/s ] [ lr: 1.00e-04 ] [ eta: 1:03:02 ] [ l_g_pix: 3.0825e-02 ] [ l_g_total: 3.0825e-02 ]
366
+ 2024-10-07 07:38:54,681 INFO: [ epoch: 24 ] [ iter: 32,300 ] [ performance: 27.944 it/s ] [ lr: 1.00e-04 ] [ eta: 1:02:52 ] [ l_g_pix: 2.5899e-02 ] [ l_g_total: 2.5899e-02 ]
367
+ 2024-10-07 07:38:59,552 INFO: [ epoch: 25 ] [ iter: 32,400 ] [ performance: 27.207 it/s ] [ lr: 1.00e-04 ] [ eta: 1:02:45 ] [ l_g_pix: 2.5463e-02 ] [ l_g_total: 2.5463e-02 ]
368
+ 2024-10-07 07:39:03,298 INFO: [ epoch: 25 ] [ iter: 32,500 ] [ performance: 26.842 it/s ] [ lr: 1.00e-04 ] [ eta: 1:02:36 ] [ l_g_pix: 2.6685e-02 ] [ l_g_total: 2.6685e-02 ]
369
+ 2024-10-07 07:39:07,069 INFO: [ epoch: 25 ] [ iter: 32,600 ] [ performance: 26.781 it/s ] [ lr: 1.00e-04 ] [ eta: 1:02:26 ] [ l_g_pix: 2.0617e-02 ] [ l_g_total: 2.0617e-02 ]
370
+ 2024-10-07 07:39:10,816 INFO: [ epoch: 25 ] [ iter: 32,700 ] [ performance: 26.715 it/s ] [ lr: 1.00e-04 ] [ eta: 1:02:17 ] [ l_g_pix: 3.2333e-02 ] [ l_g_total: 3.2333e-02 ]
371
+ 2024-10-07 07:39:14,544 INFO: [ epoch: 25 ] [ iter: 32,800 ] [ performance: 26.963 it/s ] [ lr: 1.00e-04 ] [ eta: 1:02:08 ] [ l_g_pix: 2.9589e-02 ] [ l_g_total: 2.9589e-02 ]
372
+ 2024-10-07 07:39:18,273 INFO: [ epoch: 25 ] [ iter: 32,900 ] [ performance: 26.863 it/s ] [ lr: 1.00e-04 ] [ eta: 1:01:58 ] [ l_g_pix: 2.8924e-02 ] [ l_g_total: 2.8924e-02 ]
373
+ 2024-10-07 07:39:21,979 INFO: [ epoch: 25 ] [ iter: 33,000 ] [ performance: 27.210 it/s ] [ lr: 1.00e-04 ] [ eta: 1:01:49 ] [ l_g_pix: 3.8460e-02 ] [ l_g_total: 3.8460e-02 ]
374
+ 2024-10-07 07:39:25,753 INFO: [ epoch: 25 ] [ iter: 33,100 ] [ performance: 26.687 it/s ] [ lr: 1.00e-04 ] [ eta: 1:01:40 ] [ l_g_pix: 1.9919e-02 ] [ l_g_total: 1.9919e-02 ]
375
+ 2024-10-07 07:39:29,522 INFO: [ epoch: 25 ] [ iter: 33,200 ] [ performance: 26.758 it/s ] [ lr: 1.00e-04 ] [ eta: 1:01:31 ] [ l_g_pix: 4.4944e-02 ] [ l_g_total: 4.4944e-02 ]
376
+ 2024-10-07 07:39:33,247 INFO: [ epoch: 25 ] [ iter: 33,300 ] [ performance: 26.823 it/s ] [ lr: 1.00e-04 ] [ eta: 1:01:22 ] [ l_g_pix: 3.4550e-02 ] [ l_g_total: 3.4550e-02 ]
377
+ 2024-10-07 07:39:36,967 INFO: [ epoch: 25 ] [ iter: 33,400 ] [ performance: 26.534 it/s ] [ lr: 1.00e-04 ] [ eta: 1:01:13 ] [ l_g_pix: 2.6132e-02 ] [ l_g_total: 2.6132e-02 ]
378
+ 2024-10-07 07:39:40,682 INFO: [ epoch: 25 ] [ iter: 33,500 ] [ performance: 26.826 it/s ] [ lr: 1.00e-04 ] [ eta: 1:01:04 ] [ l_g_pix: 2.9083e-02 ] [ l_g_total: 2.9083e-02 ]
379
+ 2024-10-07 07:39:44,172 INFO: [ epoch: 25 ] [ iter: 33,600 ] [ performance: 29.365 it/s ] [ lr: 1.00e-04 ] [ eta: 1:00:54 ] [ l_g_pix: 4.2886e-02 ] [ l_g_total: 4.2886e-02 ]
380
+ 2024-10-07 07:39:49,115 INFO: [ epoch: 26 ] [ iter: 33,700 ] [ performance: 21.926 it/s ] [ lr: 1.00e-04 ] [ eta: 1:00:48 ] [ l_g_pix: 3.8299e-02 ] [ l_g_total: 3.8299e-02 ]
381
+ 2024-10-07 07:39:52,910 INFO: [ epoch: 26 ] [ iter: 33,800 ] [ performance: 26.630 it/s ] [ lr: 1.00e-04 ] [ eta: 1:00:39 ] [ l_g_pix: 2.9371e-02 ] [ l_g_total: 2.9371e-02 ]
382
+ 2024-10-07 07:39:56,661 INFO: [ epoch: 26 ] [ iter: 33,900 ] [ performance: 26.661 it/s ] [ lr: 1.00e-04 ] [ eta: 1:00:30 ] [ l_g_pix: 2.1415e-02 ] [ l_g_total: 2.1415e-02 ]
383
+ 2024-10-07 07:40:00,409 INFO: [ epoch: 26 ] [ iter: 34,000 ] [ performance: 27.662 it/s ] [ lr: 1.00e-04 ] [ eta: 1:00:21 ] [ l_g_pix: 3.3445e-02 ] [ l_g_total: 3.3445e-02 ]
384
+ 2024-10-07 07:40:04,142 INFO: [ epoch: 26 ] [ iter: 34,100 ] [ performance: 26.996 it/s ] [ lr: 1.00e-04 ] [ eta: 1:00:12 ] [ l_g_pix: 3.1882e-02 ] [ l_g_total: 3.1882e-02 ]
385
+ 2024-10-07 07:40:07,882 INFO: [ epoch: 26 ] [ iter: 34,200 ] [ performance: 27.076 it/s ] [ lr: 1.00e-04 ] [ eta: 1:00:03 ] [ l_g_pix: 3.8300e-02 ] [ l_g_total: 3.8300e-02 ]
386
+ 2024-10-07 07:40:11,630 INFO: [ epoch: 26 ] [ iter: 34,300 ] [ performance: 26.771 it/s ] [ lr: 1.00e-04 ] [ eta: 0:59:54 ] [ l_g_pix: 3.6423e-02 ] [ l_g_total: 3.6423e-02 ]
387
+ 2024-10-07 07:40:15,342 INFO: [ epoch: 26 ] [ iter: 34,400 ] [ performance: 27.062 it/s ] [ lr: 1.00e-04 ] [ eta: 0:59:46 ] [ l_g_pix: 3.6119e-02 ] [ l_g_total: 3.6119e-02 ]
388
+ 2024-10-07 07:40:19,099 INFO: [ epoch: 26 ] [ iter: 34,500 ] [ performance: 26.716 it/s ] [ lr: 1.00e-04 ] [ eta: 0:59:37 ] [ l_g_pix: 2.8463e-02 ] [ l_g_total: 2.8463e-02 ]
389
+ 2024-10-07 07:40:22,834 INFO: [ epoch: 26 ] [ iter: 34,600 ] [ performance: 26.390 it/s ] [ lr: 1.00e-04 ] [ eta: 0:59:28 ] [ l_g_pix: 2.6961e-02 ] [ l_g_total: 2.6961e-02 ]
390
+ 2024-10-07 07:40:26,547 INFO: [ epoch: 26 ] [ iter: 34,700 ] [ performance: 26.820 it/s ] [ lr: 1.00e-04 ] [ eta: 0:59:19 ] [ l_g_pix: 3.1807e-02 ] [ l_g_total: 3.1807e-02 ]
391
+ 2024-10-07 07:40:30,295 INFO: [ epoch: 26 ] [ iter: 34,800 ] [ performance: 27.050 it/s ] [ lr: 1.00e-04 ] [ eta: 0:59:11 ] [ l_g_pix: 3.8428e-02 ] [ l_g_total: 3.8428e-02 ]
392
+ 2024-10-07 07:40:33,792 INFO: [ epoch: 26 ] [ iter: 34,900 ] [ performance: 28.254 it/s ] [ lr: 1.00e-04 ] [ eta: 0:59:02 ] [ l_g_pix: 1.8532e-02 ] [ l_g_total: 1.8532e-02 ]
393
+ 2024-10-07 07:40:38,923 INFO: [ epoch: 27 ] [ iter: 35,000 ] [ performance: 27.306 it/s ] [ lr: 1.00e-04 ] [ eta: 0:58:56 ] [ l_g_pix: 2.8109e-02 ] [ l_g_total: 2.8109e-02 ]
394
+ 2024-10-07 07:40:42,626 INFO: [ epoch: 27 ] [ iter: 35,100 ] [ performance: 27.068 it/s ] [ lr: 1.00e-04 ] [ eta: 0:58:47 ] [ l_g_pix: 2.9088e-02 ] [ l_g_total: 2.9088e-02 ]
395
+ 2024-10-07 07:40:46,345 INFO: [ epoch: 27 ] [ iter: 35,200 ] [ performance: 27.374 it/s ] [ lr: 1.00e-04 ] [ eta: 0:58:38 ] [ l_g_pix: 2.5220e-02 ] [ l_g_total: 2.5220e-02 ]
396
+ 2024-10-07 07:40:50,059 INFO: [ epoch: 27 ] [ iter: 35,300 ] [ performance: 27.016 it/s ] [ lr: 1.00e-04 ] [ eta: 0:58:30 ] [ l_g_pix: 3.3364e-02 ] [ l_g_total: 3.3364e-02 ]
397
+ 2024-10-07 07:40:53,774 INFO: [ epoch: 27 ] [ iter: 35,400 ] [ performance: 26.871 it/s ] [ lr: 1.00e-04 ] [ eta: 0:58:21 ] [ l_g_pix: 3.5282e-02 ] [ l_g_total: 3.5282e-02 ]
398
+ 2024-10-07 07:40:57,502 INFO: [ epoch: 27 ] [ iter: 35,500 ] [ performance: 26.840 it/s ] [ lr: 1.00e-04 ] [ eta: 0:58:13 ] [ l_g_pix: 2.5578e-02 ] [ l_g_total: 2.5578e-02 ]
399
+ 2024-10-07 07:41:01,240 INFO: [ epoch: 27 ] [ iter: 35,600 ] [ performance: 26.826 it/s ] [ lr: 1.00e-04 ] [ eta: 0:58:04 ] [ l_g_pix: 3.1643e-02 ] [ l_g_total: 3.1643e-02 ]
400
+ 2024-10-07 07:41:05,003 INFO: [ epoch: 27 ] [ iter: 35,700 ] [ performance: 26.625 it/s ] [ lr: 1.00e-04 ] [ eta: 0:57:56 ] [ l_g_pix: 3.0330e-02 ] [ l_g_total: 3.0330e-02 ]
401
+ 2024-10-07 07:41:08,714 INFO: [ epoch: 27 ] [ iter: 35,800 ] [ performance: 27.347 it/s ] [ lr: 1.00e-04 ] [ eta: 0:57:48 ] [ l_g_pix: 3.3850e-02 ] [ l_g_total: 3.3850e-02 ]
402
+ 2024-10-07 07:41:12,473 INFO: [ epoch: 27 ] [ iter: 35,900 ] [ performance: 26.740 it/s ] [ lr: 1.00e-04 ] [ eta: 0:57:39 ] [ l_g_pix: 3.2674e-02 ] [ l_g_total: 3.2674e-02 ]
403
+ 2024-10-07 07:41:16,236 INFO: [ epoch: 27 ] [ iter: 36,000 ] [ performance: 27.216 it/s ] [ lr: 1.00e-04 ] [ eta: 0:57:31 ] [ l_g_pix: 3.2159e-02 ] [ l_g_total: 3.2159e-02 ]
404
+ 2024-10-07 07:41:20,007 INFO: [ epoch: 27 ] [ iter: 36,100 ] [ performance: 26.643 it/s ] [ lr: 1.00e-04 ] [ eta: 0:57:23 ] [ l_g_pix: 2.1373e-02 ] [ l_g_total: 2.1373e-02 ]
405
+ 2024-10-07 07:41:23,444 INFO: [ epoch: 27 ] [ iter: 36,200 ] [ performance: 29.550 it/s ] [ lr: 1.00e-04 ] [ eta: 0:57:14 ] [ l_g_pix: 2.0742e-02 ] [ l_g_total: 2.0742e-02 ]
406
+ 2024-10-07 07:41:28,447 INFO: [ epoch: 28 ] [ iter: 36,300 ] [ performance: 21.132 it/s ] [ lr: 1.00e-04 ] [ eta: 0:57:08 ] [ l_g_pix: 3.8673e-02 ] [ l_g_total: 3.8673e-02 ]
407
+ 2024-10-07 07:41:32,189 INFO: [ epoch: 28 ] [ iter: 36,400 ] [ performance: 26.971 it/s ] [ lr: 1.00e-04 ] [ eta: 0:56:59 ] [ l_g_pix: 2.6618e-02 ] [ l_g_total: 2.6618e-02 ]
408
+ 2024-10-07 07:41:35,925 INFO: [ epoch: 28 ] [ iter: 36,500 ] [ performance: 26.802 it/s ] [ lr: 1.00e-04 ] [ eta: 0:56:51 ] [ l_g_pix: 3.1108e-02 ] [ l_g_total: 3.1108e-02 ]
409
+ 2024-10-07 07:41:39,625 INFO: [ epoch: 28 ] [ iter: 36,600 ] [ performance: 27.352 it/s ] [ lr: 1.00e-04 ] [ eta: 0:56:43 ] [ l_g_pix: 3.2503e-02 ] [ l_g_total: 3.2503e-02 ]
410
+ 2024-10-07 07:41:43,366 INFO: [ epoch: 28 ] [ iter: 36,700 ] [ performance: 26.830 it/s ] [ lr: 1.00e-04 ] [ eta: 0:56:35 ] [ l_g_pix: 2.9776e-02 ] [ l_g_total: 2.9776e-02 ]
411
+ 2024-10-07 07:41:47,113 INFO: [ epoch: 28 ] [ iter: 36,800 ] [ performance: 26.968 it/s ] [ lr: 1.00e-04 ] [ eta: 0:56:27 ] [ l_g_pix: 3.1709e-02 ] [ l_g_total: 3.1709e-02 ]
412
+ 2024-10-07 07:41:50,858 INFO: [ epoch: 28 ] [ iter: 36,900 ] [ performance: 26.749 it/s ] [ lr: 1.00e-04 ] [ eta: 0:56:19 ] [ l_g_pix: 2.8518e-02 ] [ l_g_total: 2.8518e-02 ]
413
+ 2024-10-07 07:41:54,631 INFO: [ epoch: 28 ] [ iter: 37,000 ] [ performance: 26.819 it/s ] [ lr: 1.00e-04 ] [ eta: 0:56:11 ] [ l_g_pix: 2.9407e-02 ] [ l_g_total: 2.9407e-02 ]
414
+ 2024-10-07 07:41:58,330 INFO: [ epoch: 28 ] [ iter: 37,100 ] [ performance: 27.011 it/s ] [ lr: 1.00e-04 ] [ eta: 0:56:02 ] [ l_g_pix: 3.7502e-02 ] [ l_g_total: 3.7502e-02 ]
415
+ 2024-10-07 07:42:01,999 INFO: [ epoch: 28 ] [ iter: 37,200 ] [ performance: 27.730 it/s ] [ lr: 1.00e-04 ] [ eta: 0:55:54 ] [ l_g_pix: 2.9071e-02 ] [ l_g_total: 2.9071e-02 ]
416
+ 2024-10-07 07:42:05,741 INFO: [ epoch: 28 ] [ iter: 37,300 ] [ performance: 26.858 it/s ] [ lr: 1.00e-04 ] [ eta: 0:55:46 ] [ l_g_pix: 3.8488e-02 ] [ l_g_total: 3.8488e-02 ]
417
+ 2024-10-07 07:42:09,462 INFO: [ epoch: 28 ] [ iter: 37,400 ] [ performance: 26.506 it/s ] [ lr: 1.00e-04 ] [ eta: 0:55:38 ] [ l_g_pix: 3.0923e-02 ] [ l_g_total: 3.0923e-02 ]
418
+ 2024-10-07 07:42:13,742 INFO: [ epoch: 29 ] [ iter: 37,500 ] [ performance: 23.715 it/s ] [ lr: 1.00e-04 ] [ eta: 0:55:31 ] [ l_g_pix: 3.3746e-02 ] [ l_g_total: 3.3746e-02 ]
419
+ 2024-10-07 07:42:17,927 INFO: [ epoch: 29 ] [ iter: 37,600 ] [ performance: 27.911 it/s ] [ lr: 1.00e-04 ] [ eta: 0:55:24 ] [ l_g_pix: 2.5146e-02 ] [ l_g_total: 2.5146e-02 ]
420
+ 2024-10-07 07:42:21,702 INFO: [ epoch: 29 ] [ iter: 37,700 ] [ performance: 26.695 it/s ] [ lr: 1.00e-04 ] [ eta: 0:55:16 ] [ l_g_pix: 3.1187e-02 ] [ l_g_total: 3.1187e-02 ]
421
+ 2024-10-07 07:42:25,413 INFO: [ epoch: 29 ] [ iter: 37,800 ] [ performance: 27.711 it/s ] [ lr: 1.00e-04 ] [ eta: 0:55:08 ] [ l_g_pix: 2.6442e-02 ] [ l_g_total: 2.6442e-02 ]
422
+ 2024-10-07 07:42:29,112 INFO: [ epoch: 29 ] [ iter: 37,900 ] [ performance: 27.109 it/s ] [ lr: 1.00e-04 ] [ eta: 0:55:00 ] [ l_g_pix: 4.0345e-02 ] [ l_g_total: 4.0345e-02 ]
423
+ 2024-10-07 07:42:32,847 INFO: [ epoch: 29 ] [ iter: 38,000 ] [ performance: 27.372 it/s ] [ lr: 1.00e-04 ] [ eta: 0:54:52 ] [ l_g_pix: 3.7059e-02 ] [ l_g_total: 3.7059e-02 ]
424
+ 2024-10-07 07:42:36,619 INFO: [ epoch: 29 ] [ iter: 38,100 ] [ performance: 26.602 it/s ] [ lr: 1.00e-04 ] [ eta: 0:54:44 ] [ l_g_pix: 3.4225e-02 ] [ l_g_total: 3.4225e-02 ]
425
+ 2024-10-07 07:42:40,390 INFO: [ epoch: 29 ] [ iter: 38,200 ] [ performance: 26.894 it/s ] [ lr: 1.00e-04 ] [ eta: 0:54:36 ] [ l_g_pix: 2.8144e-02 ] [ l_g_total: 2.8144e-02 ]
426
+ 2024-10-07 07:42:44,131 INFO: [ epoch: 29 ] [ iter: 38,300 ] [ performance: 26.752 it/s ] [ lr: 1.00e-04 ] [ eta: 0:54:29 ] [ l_g_pix: 4.0107e-02 ] [ l_g_total: 4.0107e-02 ]
427
+ 2024-10-07 07:42:47,834 INFO: [ epoch: 29 ] [ iter: 38,400 ] [ performance: 27.365 it/s ] [ lr: 1.00e-04 ] [ eta: 0:54:21 ] [ l_g_pix: 3.1561e-02 ] [ l_g_total: 3.1561e-02 ]
428
+ 2024-10-07 07:42:51,534 INFO: [ epoch: 29 ] [ iter: 38,500 ] [ performance: 27.063 it/s ] [ lr: 1.00e-04 ] [ eta: 0:54:13 ] [ l_g_pix: 3.0495e-02 ] [ l_g_total: 3.0495e-02 ]
429
+ 2024-10-07 07:42:55,238 INFO: [ epoch: 29 ] [ iter: 38,600 ] [ performance: 27.112 it/s ] [ lr: 1.00e-04 ] [ eta: 0:54:05 ] [ l_g_pix: 3.4156e-02 ] [ l_g_total: 3.4156e-02 ]
430
+ 2024-10-07 07:42:58,970 INFO: [ epoch: 29 ] [ iter: 38,700 ] [ performance: 26.821 it/s ] [ lr: 1.00e-04 ] [ eta: 0:53:57 ] [ l_g_pix: 4.1535e-02 ] [ l_g_total: 4.1535e-02 ]
431
+ 2024-10-07 07:43:03,369 INFO: [ epoch: 30 ] [ iter: 38,800 ] [ performance: 19.506 it/s ] [ lr: 1.00e-04 ] [ eta: 0:53:51 ] [ l_g_pix: 3.0216e-02 ] [ l_g_total: 3.0216e-02 ]
432
+ 2024-10-07 07:43:07,349 INFO: [ epoch: 30 ] [ iter: 38,900 ] [ performance: 24.670 it/s ] [ lr: 1.00e-04 ] [ eta: 0:53:43 ] [ l_g_pix: 2.7139e-02 ] [ l_g_total: 2.7139e-02 ]
433
+ 2024-10-07 07:43:11,097 INFO: [ epoch: 30 ] [ iter: 39,000 ] [ performance: 27.607 it/s ] [ lr: 1.00e-04 ] [ eta: 0:53:36 ] [ l_g_pix: 3.8851e-02 ] [ l_g_total: 3.8851e-02 ]
434
+ 2024-10-07 07:43:14,776 INFO: [ epoch: 30 ] [ iter: 39,100 ] [ performance: 27.214 it/s ] [ lr: 1.00e-04 ] [ eta: 0:53:28 ] [ l_g_pix: 3.5652e-02 ] [ l_g_total: 3.5652e-02 ]
435
+ 2024-10-07 07:43:18,481 INFO: [ epoch: 30 ] [ iter: 39,200 ] [ performance: 27.856 it/s ] [ lr: 1.00e-04 ] [ eta: 0:53:20 ] [ l_g_pix: 3.2202e-02 ] [ l_g_total: 3.2202e-02 ]
436
+ 2024-10-07 07:43:22,230 INFO: [ epoch: 30 ] [ iter: 39,300 ] [ performance: 26.731 it/s ] [ lr: 1.00e-04 ] [ eta: 0:53:13 ] [ l_g_pix: 3.3478e-02 ] [ l_g_total: 3.3478e-02 ]
437
+ 2024-10-07 07:43:25,900 INFO: [ epoch: 30 ] [ iter: 39,400 ] [ performance: 28.512 it/s ] [ lr: 1.00e-04 ] [ eta: 0:53:05 ] [ l_g_pix: 4.8786e-02 ] [ l_g_total: 4.8786e-02 ]
438
+ 2024-10-07 07:43:29,580 INFO: [ epoch: 30 ] [ iter: 39,500 ] [ performance: 27.228 it/s ] [ lr: 1.00e-04 ] [ eta: 0:52:57 ] [ l_g_pix: 2.6086e-02 ] [ l_g_total: 2.6086e-02 ]
439
+ 2024-10-07 07:43:33,320 INFO: [ epoch: 30 ] [ iter: 39,600 ] [ performance: 28.366 it/s ] [ lr: 1.00e-04 ] [ eta: 0:52:50 ] [ l_g_pix: 2.7677e-02 ] [ l_g_total: 2.7677e-02 ]
440
+ 2024-10-07 07:43:37,100 INFO: [ epoch: 30 ] [ iter: 39,700 ] [ performance: 26.512 it/s ] [ lr: 1.00e-04 ] [ eta: 0:52:42 ] [ l_g_pix: 2.5598e-02 ] [ l_g_total: 2.5598e-02 ]
441
+ 2024-10-07 07:43:40,859 INFO: [ epoch: 30 ] [ iter: 39,800 ] [ performance: 26.521 it/s ] [ lr: 1.00e-04 ] [ eta: 0:52:35 ] [ l_g_pix: 3.1510e-02 ] [ l_g_total: 3.1510e-02 ]
442
+ 2024-10-07 07:43:44,609 INFO: [ epoch: 30 ] [ iter: 39,900 ] [ performance: 26.665 it/s ] [ lr: 1.00e-04 ] [ eta: 0:52:27 ] [ l_g_pix: 2.9695e-02 ] [ l_g_total: 2.9695e-02 ]
443
+ 2024-10-07 07:43:48,259 INFO: [ epoch: 30 ] [ iter: 40,000 ] [ performance: 29.431 it/s ] [ lr: 1.00e-04 ] [ eta: 0:52:20 ] [ l_g_pix: 2.9236e-02 ] [ l_g_total: 2.9236e-02 ]
444
+ 2024-10-07 07:43:48,259 INFO: Saving models and training states.
445
+ 2024-10-07 07:47:00,921 INFO: Validation val
446
+
447
+ # psnr: 27.0928........ Best: 27.0928 @ 40000 iter
448
+ # ssim: 0.7616........ Best: 0.7616 @ 40000 iter
449
+ # dists: 0.7739........ Best: 0.7739 @ 40000 iter
450
+
451
+ 2024-10-07 07:47:05,460 INFO: [ epoch: 31 ] [ iter: 40,100 ] [ performance: 22.159 it/s ] [ lr: 1.00e-04 ] [ eta: 0:57:01 ] [ l_g_pix: 3.8800e-02 ] [ l_g_total: 3.8800e-02 ]
452
+ 2024-10-07 07:47:09,269 INFO: [ epoch: 31 ] [ iter: 40,200 ] [ performance: 24.034 it/s ] [ lr: 1.00e-04 ] [ eta: 0:56:53 ] [ l_g_pix: 3.0335e-02 ] [ l_g_total: 3.0335e-02 ]
453
+ 2024-10-07 07:47:12,998 INFO: [ epoch: 31 ] [ iter: 40,300 ] [ performance: 26.826 it/s ] [ lr: 1.00e-04 ] [ eta: 0:56:44 ] [ l_g_pix: 2.5602e-02 ] [ l_g_total: 2.5602e-02 ]
454
+ 2024-10-07 07:47:16,673 INFO: [ epoch: 31 ] [ iter: 40,400 ] [ performance: 27.020 it/s ] [ lr: 1.00e-04 ] [ eta: 0:56:35 ] [ l_g_pix: 2.1809e-02 ] [ l_g_total: 2.1809e-02 ]
455
+ 2024-10-07 07:47:20,382 INFO: [ epoch: 31 ] [ iter: 40,500 ] [ performance: 26.982 it/s ] [ lr: 1.00e-04 ] [ eta: 0:56:27 ] [ l_g_pix: 3.0929e-02 ] [ l_g_total: 3.0929e-02 ]
456
+ 2024-10-07 07:47:24,080 INFO: [ epoch: 31 ] [ iter: 40,600 ] [ performance: 27.015 it/s ] [ lr: 1.00e-04 ] [ eta: 0:56:18 ] [ l_g_pix: 2.2375e-02 ] [ l_g_total: 2.2375e-02 ]
457
+ 2024-10-07 07:47:27,813 INFO: [ epoch: 31 ] [ iter: 40,700 ] [ performance: 26.797 it/s ] [ lr: 1.00e-04 ] [ eta: 0:56:10 ] [ l_g_pix: 2.4884e-02 ] [ l_g_total: 2.4884e-02 ]
458
+ 2024-10-07 07:47:31,571 INFO: [ epoch: 31 ] [ iter: 40,800 ] [ performance: 26.702 it/s ] [ lr: 1.00e-04 ] [ eta: 0:56:01 ] [ l_g_pix: 3.3554e-02 ] [ l_g_total: 3.3554e-02 ]
459
+ 2024-10-07 07:47:35,302 INFO: [ epoch: 31 ] [ iter: 40,900 ] [ performance: 26.852 it/s ] [ lr: 1.00e-04 ] [ eta: 0:55:53 ] [ l_g_pix: 4.0716e-02 ] [ l_g_total: 4.0716e-02 ]
460
+ 2024-10-07 07:47:39,031 INFO: [ epoch: 31 ] [ iter: 41,000 ] [ performance: 26.836 it/s ] [ lr: 1.00e-04 ] [ eta: 0:55:44 ] [ l_g_pix: 3.6471e-02 ] [ l_g_total: 3.6471e-02 ]
461
+ 2024-10-07 07:47:42,734 INFO: [ epoch: 31 ] [ iter: 41,100 ] [ performance: 27.027 it/s ] [ lr: 1.00e-04 ] [ eta: 0:55:36 ] [ l_g_pix: 1.8376e-02 ] [ l_g_total: 1.8376e-02 ]
462
+ 2024-10-07 07:47:46,450 INFO: [ epoch: 31 ] [ iter: 41,200 ] [ performance: 26.967 it/s ] [ lr: 1.00e-04 ] [ eta: 0:55:27 ] [ l_g_pix: 3.8814e-02 ] [ l_g_total: 3.8814e-02 ]
463
+ 2024-10-07 07:47:50,176 INFO: [ epoch: 31 ] [ iter: 41,300 ] [ performance: 26.843 it/s ] [ lr: 1.00e-04 ] [ eta: 0:55:19 ] [ l_g_pix: 3.0190e-02 ] [ l_g_total: 3.0190e-02 ]
464
+ 2024-10-07 07:47:54,921 INFO: [ epoch: 32 ] [ iter: 41,400 ] [ performance: 23.543 it/s ] [ lr: 1.00e-04 ] [ eta: 0:55:12 ] [ l_g_pix: 4.1625e-02 ] [ l_g_total: 4.1625e-02 ]
465
+ 2024-10-07 07:47:58,807 INFO: [ epoch: 32 ] [ iter: 41,500 ] [ performance: 26.198 it/s ] [ lr: 1.00e-04 ] [ eta: 0:55:04 ] [ l_g_pix: 2.3782e-02 ] [ l_g_total: 2.3782e-02 ]
466
+ 2024-10-07 07:48:02,525 INFO: [ epoch: 32 ] [ iter: 41,600 ] [ performance: 26.555 it/s ] [ lr: 1.00e-04 ] [ eta: 0:54:55 ] [ l_g_pix: 2.8708e-02 ] [ l_g_total: 2.8708e-02 ]
467
+ 2024-10-07 07:48:06,246 INFO: [ epoch: 32 ] [ iter: 41,700 ] [ performance: 26.934 it/s ] [ lr: 1.00e-04 ] [ eta: 0:54:47 ] [ l_g_pix: 2.6660e-02 ] [ l_g_total: 2.6660e-02 ]
468
+ 2024-10-07 07:48:09,980 INFO: [ epoch: 32 ] [ iter: 41,800 ] [ performance: 26.856 it/s ] [ lr: 1.00e-04 ] [ eta: 0:54:39 ] [ l_g_pix: 2.6057e-02 ] [ l_g_total: 2.6057e-02 ]
469
+ 2024-10-07 07:48:13,743 INFO: [ epoch: 32 ] [ iter: 41,900 ] [ performance: 26.623 it/s ] [ lr: 1.00e-04 ] [ eta: 0:54:30 ] [ l_g_pix: 2.7188e-02 ] [ l_g_total: 2.7188e-02 ]
470
+ 2024-10-07 07:48:17,507 INFO: [ epoch: 32 ] [ iter: 42,000 ] [ performance: 26.596 it/s ] [ lr: 1.00e-04 ] [ eta: 0:54:22 ] [ l_g_pix: 2.4234e-02 ] [ l_g_total: 2.4234e-02 ]
471
+ 2024-10-07 07:48:21,385 INFO: [ epoch: 32 ] [ iter: 42,100 ] [ performance: 25.812 it/s ] [ lr: 1.00e-04 ] [ eta: 0:54:14 ] [ l_g_pix: 3.1673e-02 ] [ l_g_total: 3.1673e-02 ]
472
+ 2024-10-07 07:48:26,305 INFO: [ epoch: 32 ] [ iter: 42,200 ] [ performance: 22.617 it/s ] [ lr: 1.00e-04 ] [ eta: 0:54:08 ] [ l_g_pix: 2.6410e-02 ] [ l_g_total: 2.6410e-02 ]
473
+ 2024-10-07 07:48:31,056 INFO: [ epoch: 32 ] [ iter: 42,300 ] [ performance: 21.309 it/s ] [ lr: 1.00e-04 ] [ eta: 0:54:01 ] [ l_g_pix: 3.5009e-02 ] [ l_g_total: 3.5009e-02 ]
474
+ 2024-10-07 07:48:35,076 INFO: [ epoch: 32 ] [ iter: 42,400 ] [ performance: 23.050 it/s ] [ lr: 1.00e-04 ] [ eta: 0:53:53 ] [ l_g_pix: 3.5058e-02 ] [ l_g_total: 3.5058e-02 ]
475
+ 2024-10-07 07:48:38,938 INFO: [ epoch: 32 ] [ iter: 42,500 ] [ performance: 25.852 it/s ] [ lr: 1.00e-04 ] [ eta: 0:53:45 ] [ l_g_pix: 4.2878e-02 ] [ l_g_total: 4.2878e-02 ]
476
+ 2024-10-07 07:48:42,852 INFO: [ epoch: 32 ] [ iter: 42,600 ] [ performance: 25.694 it/s ] [ lr: 1.00e-04 ] [ eta: 0:53:37 ] [ l_g_pix: 3.7067e-02 ] [ l_g_total: 3.7067e-02 ]
477
+ 2024-10-07 07:48:48,159 INFO: [ epoch: 33 ] [ iter: 42,700 ] [ performance: 18.147 it/s ] [ lr: 1.00e-04 ] [ eta: 0:53:31 ] [ l_g_pix: 3.4147e-02 ] [ l_g_total: 3.4147e-02 ]
478
+ 2024-10-07 07:48:52,205 INFO: [ epoch: 33 ] [ iter: 42,800 ] [ performance: 21.143 it/s ] [ lr: 1.00e-04 ] [ eta: 0:53:23 ] [ l_g_pix: 4.5744e-02 ] [ l_g_total: 4.5744e-02 ]
479
+ 2024-10-07 07:48:55,915 INFO: [ epoch: 33 ] [ iter: 42,900 ] [ performance: 26.938 it/s ] [ lr: 1.00e-04 ] [ eta: 0:53:15 ] [ l_g_pix: 3.4064e-02 ] [ l_g_total: 3.4064e-02 ]
480
+ 2024-10-07 07:48:59,612 INFO: [ epoch: 33 ] [ iter: 43,000 ] [ performance: 27.000 it/s ] [ lr: 1.00e-04 ] [ eta: 0:53:07 ] [ l_g_pix: 3.8273e-02 ] [ l_g_total: 3.8273e-02 ]
481
+ 2024-10-07 07:49:03,292 INFO: [ epoch: 33 ] [ iter: 43,100 ] [ performance: 27.197 it/s ] [ lr: 1.00e-04 ] [ eta: 0:52:59 ] [ l_g_pix: 3.3653e-02 ] [ l_g_total: 3.3653e-02 ]
482
+ 2024-10-07 07:49:07,001 INFO: [ epoch: 33 ] [ iter: 43,200 ] [ performance: 27.074 it/s ] [ lr: 1.00e-04 ] [ eta: 0:52:51 ] [ l_g_pix: 3.4624e-02 ] [ l_g_total: 3.4624e-02 ]
483
+ 2024-10-07 07:49:10,885 INFO: [ epoch: 33 ] [ iter: 43,300 ] [ performance: 25.686 it/s ] [ lr: 1.00e-04 ] [ eta: 0:52:43 ] [ l_g_pix: 2.9222e-02 ] [ l_g_total: 2.9222e-02 ]
484
+ 2024-10-07 07:49:14,758 INFO: [ epoch: 33 ] [ iter: 43,400 ] [ performance: 25.762 it/s ] [ lr: 1.00e-04 ] [ eta: 0:52:35 ] [ l_g_pix: 3.5147e-02 ] [ l_g_total: 3.5147e-02 ]
485
+ 2024-10-07 07:49:18,605 INFO: [ epoch: 33 ] [ iter: 43,500 ] [ performance: 26.037 it/s ] [ lr: 1.00e-04 ] [ eta: 0:52:28 ] [ l_g_pix: 3.2383e-02 ] [ l_g_total: 3.2383e-02 ]
486
+ 2024-10-07 07:49:22,471 INFO: [ epoch: 33 ] [ iter: 43,600 ] [ performance: 25.947 it/s ] [ lr: 1.00e-04 ] [ eta: 0:52:20 ] [ l_g_pix: 1.8546e-02 ] [ l_g_total: 1.8546e-02 ]
487
+ 2024-10-07 07:49:26,244 INFO: [ epoch: 33 ] [ iter: 43,700 ] [ performance: 26.620 it/s ] [ lr: 1.00e-04 ] [ eta: 0:52:12 ] [ l_g_pix: 3.6939e-02 ] [ l_g_total: 3.6939e-02 ]
488
+ 2024-10-07 07:49:30,044 INFO: [ epoch: 33 ] [ iter: 43,800 ] [ performance: 26.457 it/s ] [ lr: 1.00e-04 ] [ eta: 0:52:04 ] [ l_g_pix: 2.3876e-02 ] [ l_g_total: 2.3876e-02 ]
489
+ 2024-10-07 07:49:33,679 INFO: [ epoch: 33 ] [ iter: 43,900 ] [ performance: 27.657 it/s ] [ lr: 1.00e-04 ] [ eta: 0:51:56 ] [ l_g_pix: 2.7638e-02 ] [ l_g_total: 2.7638e-02 ]
490
+ 2024-10-07 07:49:38,596 INFO: [ epoch: 34 ] [ iter: 44,000 ] [ performance: 23.095 it/s ] [ lr: 1.00e-04 ] [ eta: 0:51:50 ] [ l_g_pix: 3.1307e-02 ] [ l_g_total: 3.1307e-02 ]
491
+ 2024-10-07 07:49:42,775 INFO: [ epoch: 34 ] [ iter: 44,100 ] [ performance: 25.139 it/s ] [ lr: 1.00e-04 ] [ eta: 0:51:42 ] [ l_g_pix: 2.6547e-02 ] [ l_g_total: 2.6547e-02 ]
492
+ 2024-10-07 07:49:46,409 INFO: [ epoch: 34 ] [ iter: 44,200 ] [ performance: 26.402 it/s ] [ lr: 1.00e-04 ] [ eta: 0:51:34 ] [ l_g_pix: 2.9830e-02 ] [ l_g_total: 2.9830e-02 ]
493
+ 2024-10-07 07:49:50,076 INFO: [ epoch: 34 ] [ iter: 44,300 ] [ performance: 27.336 it/s ] [ lr: 1.00e-04 ] [ eta: 0:51:27 ] [ l_g_pix: 3.3758e-02 ] [ l_g_total: 3.3758e-02 ]
494
+ 2024-10-07 07:49:53,732 INFO: [ epoch: 34 ] [ iter: 44,400 ] [ performance: 27.351 it/s ] [ lr: 1.00e-04 ] [ eta: 0:51:19 ] [ l_g_pix: 4.2858e-02 ] [ l_g_total: 4.2858e-02 ]
495
+ 2024-10-07 07:49:57,419 INFO: [ epoch: 34 ] [ iter: 44,500 ] [ performance: 27.256 it/s ] [ lr: 1.00e-04 ] [ eta: 0:51:11 ] [ l_g_pix: 3.6095e-02 ] [ l_g_total: 3.6095e-02 ]
496
+ 2024-10-07 07:50:01,127 INFO: [ epoch: 34 ] [ iter: 44,600 ] [ performance: 27.095 it/s ] [ lr: 1.00e-04 ] [ eta: 0:51:03 ] [ l_g_pix: 2.8450e-02 ] [ l_g_total: 2.8450e-02 ]
497
+ 2024-10-07 07:50:04,795 INFO: [ epoch: 34 ] [ iter: 44,700 ] [ performance: 27.138 it/s ] [ lr: 1.00e-04 ] [ eta: 0:50:55 ] [ l_g_pix: 2.9077e-02 ] [ l_g_total: 2.9077e-02 ]
498
+ 2024-10-07 07:50:08,560 INFO: [ epoch: 34 ] [ iter: 44,800 ] [ performance: 26.811 it/s ] [ lr: 1.00e-04 ] [ eta: 0:50:47 ] [ l_g_pix: 1.7194e-02 ] [ l_g_total: 1.7194e-02 ]
499
+ 2024-10-07 07:50:12,270 INFO: [ epoch: 34 ] [ iter: 44,900 ] [ performance: 27.041 it/s ] [ lr: 1.00e-04 ] [ eta: 0:50:40 ] [ l_g_pix: 3.6157e-02 ] [ l_g_total: 3.6157e-02 ]
500
+ 2024-10-07 07:50:15,943 INFO: [ epoch: 34 ] [ iter: 45,000 ] [ performance: 27.149 it/s ] [ lr: 1.00e-04 ] [ eta: 0:50:32 ] [ l_g_pix: 2.7855e-02 ] [ l_g_total: 2.7855e-02 ]
501
+ 2024-10-07 07:50:19,601 INFO: [ epoch: 34 ] [ iter: 45,100 ] [ performance: 27.311 it/s ] [ lr: 1.00e-04 ] [ eta: 0:50:24 ] [ l_g_pix: 2.3663e-02 ] [ l_g_total: 2.3663e-02 ]
502
+ 2024-10-07 07:50:23,165 INFO: [ epoch: 34 ] [ iter: 45,200 ] [ performance: 27.734 it/s ] [ lr: 1.00e-04 ] [ eta: 0:50:16 ] [ l_g_pix: 3.2956e-02 ] [ l_g_total: 3.2956e-02 ]
503
+ 2024-10-07 07:50:28,324 INFO: [ epoch: 35 ] [ iter: 45,300 ] [ performance: 17.416 it/s ] [ lr: 1.00e-04 ] [ eta: 0:50:10 ] [ l_g_pix: 3.6766e-02 ] [ l_g_total: 3.6766e-02 ]
504
+ 2024-10-07 07:50:32,005 INFO: [ epoch: 35 ] [ iter: 45,400 ] [ performance: 21.912 it/s ] [ lr: 1.00e-04 ] [ eta: 0:50:03 ] [ l_g_pix: 2.3837e-02 ] [ l_g_total: 2.3837e-02 ]
505
+ 2024-10-07 07:50:35,678 INFO: [ epoch: 35 ] [ iter: 45,500 ] [ performance: 27.422 it/s ] [ lr: 1.00e-04 ] [ eta: 0:49:55 ] [ l_g_pix: 2.5205e-02 ] [ l_g_total: 2.5205e-02 ]
506
+ 2024-10-07 07:50:39,337 INFO: [ epoch: 35 ] [ iter: 45,600 ] [ performance: 27.371 it/s ] [ lr: 1.00e-04 ] [ eta: 0:49:47 ] [ l_g_pix: 2.1535e-02 ] [ l_g_total: 2.1535e-02 ]
507
+ 2024-10-07 07:50:42,931 INFO: [ epoch: 35 ] [ iter: 45,700 ] [ performance: 27.785 it/s ] [ lr: 1.00e-04 ] [ eta: 0:49:40 ] [ l_g_pix: 4.1201e-02 ] [ l_g_total: 4.1201e-02 ]
508
+ 2024-10-07 07:50:46,522 INFO: [ epoch: 35 ] [ iter: 45,800 ] [ performance: 27.826 it/s ] [ lr: 1.00e-04 ] [ eta: 0:49:32 ] [ l_g_pix: 4.0319e-02 ] [ l_g_total: 4.0319e-02 ]
509
+ 2024-10-07 07:50:50,154 INFO: [ epoch: 35 ] [ iter: 45,900 ] [ performance: 27.700 it/s ] [ lr: 1.00e-04 ] [ eta: 0:49:24 ] [ l_g_pix: 2.9061e-02 ] [ l_g_total: 2.9061e-02 ]
510
+ 2024-10-07 07:50:53,777 INFO: [ epoch: 35 ] [ iter: 46,000 ] [ performance: 27.644 it/s ] [ lr: 1.00e-04 ] [ eta: 0:49:17 ] [ l_g_pix: 1.8955e-02 ] [ l_g_total: 1.8955e-02 ]
511
+ 2024-10-07 07:50:57,453 INFO: [ epoch: 35 ] [ iter: 46,100 ] [ performance: 27.208 it/s ] [ lr: 1.00e-04 ] [ eta: 0:49:09 ] [ l_g_pix: 2.8551e-02 ] [ l_g_total: 2.8551e-02 ]
512
+ 2024-10-07 07:51:01,141 INFO: [ epoch: 35 ] [ iter: 46,200 ] [ performance: 27.155 it/s ] [ lr: 1.00e-04 ] [ eta: 0:49:01 ] [ l_g_pix: 5.0262e-02 ] [ l_g_total: 5.0262e-02 ]
513
+ 2024-10-07 07:51:04,812 INFO: [ epoch: 35 ] [ iter: 46,300 ] [ performance: 27.122 it/s ] [ lr: 1.00e-04 ] [ eta: 0:48:54 ] [ l_g_pix: 3.1735e-02 ] [ l_g_total: 3.1735e-02 ]
514
+ 2024-10-07 07:51:08,505 INFO: [ epoch: 35 ] [ iter: 46,400 ] [ performance: 27.100 it/s ] [ lr: 1.00e-04 ] [ eta: 0:48:46 ] [ l_g_pix: 2.6986e-02 ] [ l_g_total: 2.6986e-02 ]
515
+ 2024-10-07 07:51:12,016 INFO: [ epoch: 35 ] [ iter: 46,500 ] [ performance: 28.784 it/s ] [ lr: 1.00e-04 ] [ eta: 0:48:39 ] [ l_g_pix: 3.7662e-02 ] [ l_g_total: 3.7662e-02 ]
516
+ 2024-10-07 07:51:17,383 INFO: [ epoch: 36 ] [ iter: 46,600 ] [ performance: 21.770 it/s ] [ lr: 1.00e-04 ] [ eta: 0:48:33 ] [ l_g_pix: 2.9922e-02 ] [ l_g_total: 2.9922e-02 ]
517
+ 2024-10-07 07:51:21,031 INFO: [ epoch: 36 ] [ iter: 46,700 ] [ performance: 27.166 it/s ] [ lr: 1.00e-04 ] [ eta: 0:48:26 ] [ l_g_pix: 4.9330e-02 ] [ l_g_total: 4.9330e-02 ]
518
+ 2024-10-07 07:51:24,652 INFO: [ epoch: 36 ] [ iter: 46,800 ] [ performance: 27.437 it/s ] [ lr: 1.00e-04 ] [ eta: 0:48:18 ] [ l_g_pix: 3.9514e-02 ] [ l_g_total: 3.9514e-02 ]
519
+ 2024-10-07 07:51:28,339 INFO: [ epoch: 36 ] [ iter: 46,900 ] [ performance: 27.157 it/s ] [ lr: 1.00e-04 ] [ eta: 0:48:11 ] [ l_g_pix: 4.6076e-02 ] [ l_g_total: 4.6076e-02 ]
520
+ 2024-10-07 07:51:31,981 INFO: [ epoch: 36 ] [ iter: 47,000 ] [ performance: 27.343 it/s ] [ lr: 1.00e-04 ] [ eta: 0:48:03 ] [ l_g_pix: 3.0903e-02 ] [ l_g_total: 3.0903e-02 ]
521
+ 2024-10-07 07:51:35,650 INFO: [ epoch: 36 ] [ iter: 47,100 ] [ performance: 27.090 it/s ] [ lr: 1.00e-04 ] [ eta: 0:47:56 ] [ l_g_pix: 3.7792e-02 ] [ l_g_total: 3.7792e-02 ]
522
+ 2024-10-07 07:51:39,280 INFO: [ epoch: 36 ] [ iter: 47,200 ] [ performance: 27.368 it/s ] [ lr: 1.00e-04 ] [ eta: 0:47:48 ] [ l_g_pix: 2.7440e-02 ] [ l_g_total: 2.7440e-02 ]
523
+ 2024-10-07 07:51:42,885 INFO: [ epoch: 36 ] [ iter: 47,300 ] [ performance: 27.899 it/s ] [ lr: 1.00e-04 ] [ eta: 0:47:41 ] [ l_g_pix: 2.7405e-02 ] [ l_g_total: 2.7405e-02 ]
524
+ 2024-10-07 07:51:46,496 INFO: [ epoch: 36 ] [ iter: 47,400 ] [ performance: 27.780 it/s ] [ lr: 1.00e-04 ] [ eta: 0:47:33 ] [ l_g_pix: 2.1408e-02 ] [ l_g_total: 2.1408e-02 ]
525
+ 2024-10-07 07:51:50,152 INFO: [ epoch: 36 ] [ iter: 47,500 ] [ performance: 27.362 it/s ] [ lr: 1.00e-04 ] [ eta: 0:47:26 ] [ l_g_pix: 2.6708e-02 ] [ l_g_total: 2.6708e-02 ]
526
+ 2024-10-07 07:51:53,838 INFO: [ epoch: 36 ] [ iter: 47,600 ] [ performance: 27.226 it/s ] [ lr: 1.00e-04 ] [ eta: 0:47:19 ] [ l_g_pix: 2.6321e-02 ] [ l_g_total: 2.6321e-02 ]
527
+ 2024-10-07 07:51:57,443 INFO: [ epoch: 36 ] [ iter: 47,700 ] [ performance: 27.807 it/s ] [ lr: 1.00e-04 ] [ eta: 0:47:11 ] [ l_g_pix: 1.7889e-02 ] [ l_g_total: 1.7889e-02 ]
528
+ 2024-10-07 07:52:00,957 INFO: [ epoch: 36 ] [ iter: 47,800 ] [ performance: 28.205 it/s ] [ lr: 1.00e-04 ] [ eta: 0:47:04 ] [ l_g_pix: 5.1243e-02 ] [ l_g_total: 5.1243e-02 ]
529
+ 2024-10-07 07:52:06,179 INFO: [ epoch: 37 ] [ iter: 47,900 ] [ performance: 15.812 it/s ] [ lr: 1.00e-04 ] [ eta: 0:46:58 ] [ l_g_pix: 4.2488e-02 ] [ l_g_total: 4.2488e-02 ]
530
+ 2024-10-07 07:52:09,842 INFO: [ epoch: 37 ] [ iter: 48,000 ] [ performance: 21.363 it/s ] [ lr: 1.00e-04 ] [ eta: 0:46:51 ] [ l_g_pix: 3.0106e-02 ] [ l_g_total: 3.0106e-02 ]
531
+ 2024-10-07 07:52:13,490 INFO: [ epoch: 37 ] [ iter: 48,100 ] [ performance: 27.572 it/s ] [ lr: 1.00e-04 ] [ eta: 0:46:43 ] [ l_g_pix: 2.7851e-02 ] [ l_g_total: 2.7851e-02 ]
532
+ 2024-10-07 07:52:17,149 INFO: [ epoch: 37 ] [ iter: 48,200 ] [ performance: 27.428 it/s ] [ lr: 1.00e-04 ] [ eta: 0:46:36 ] [ l_g_pix: 3.1264e-02 ] [ l_g_total: 3.1264e-02 ]
533
+ 2024-10-07 07:52:20,789 INFO: [ epoch: 37 ] [ iter: 48,300 ] [ performance: 27.632 it/s ] [ lr: 1.00e-04 ] [ eta: 0:46:29 ] [ l_g_pix: 3.0424e-02 ] [ l_g_total: 3.0424e-02 ]
534
+ 2024-10-07 07:52:24,503 INFO: [ epoch: 37 ] [ iter: 48,400 ] [ performance: 27.193 it/s ] [ lr: 1.00e-04 ] [ eta: 0:46:22 ] [ l_g_pix: 3.0790e-02 ] [ l_g_total: 3.0790e-02 ]
535
+ 2024-10-07 07:52:28,162 INFO: [ epoch: 37 ] [ iter: 48,500 ] [ performance: 27.380 it/s ] [ lr: 1.00e-04 ] [ eta: 0:46:14 ] [ l_g_pix: 3.1264e-02 ] [ l_g_total: 3.1264e-02 ]
536
+ 2024-10-07 07:52:31,825 INFO: [ epoch: 37 ] [ iter: 48,600 ] [ performance: 27.331 it/s ] [ lr: 1.00e-04 ] [ eta: 0:46:07 ] [ l_g_pix: 3.3469e-02 ] [ l_g_total: 3.3469e-02 ]
537
+ 2024-10-07 07:52:35,473 INFO: [ epoch: 37 ] [ iter: 48,700 ] [ performance: 27.337 it/s ] [ lr: 1.00e-04 ] [ eta: 0:46:00 ] [ l_g_pix: 5.4950e-02 ] [ l_g_total: 5.4950e-02 ]
538
+ 2024-10-07 07:52:39,096 INFO: [ epoch: 37 ] [ iter: 48,800 ] [ performance: 27.506 it/s ] [ lr: 1.00e-04 ] [ eta: 0:45:53 ] [ l_g_pix: 3.3087e-02 ] [ l_g_total: 3.3087e-02 ]
539
+ 2024-10-07 07:52:42,797 INFO: [ epoch: 37 ] [ iter: 48,900 ] [ performance: 26.996 it/s ] [ lr: 1.00e-04 ] [ eta: 0:45:46 ] [ l_g_pix: 3.4023e-02 ] [ l_g_total: 3.4023e-02 ]
540
+ 2024-10-07 07:52:46,476 INFO: [ epoch: 37 ] [ iter: 49,000 ] [ performance: 27.119 it/s ] [ lr: 1.00e-04 ] [ eta: 0:45:39 ] [ l_g_pix: 3.3194e-02 ] [ l_g_total: 3.3194e-02 ]
541
+ 2024-10-07 07:52:49,967 INFO: [ epoch: 37 ] [ iter: 49,100 ] [ performance: 29.505 it/s ] [ lr: 1.00e-04 ] [ eta: 0:45:31 ] [ l_g_pix: 2.8318e-02 ] [ l_g_total: 2.8318e-02 ]
542
+ 2024-10-07 07:52:55,413 INFO: [ epoch: 38 ] [ iter: 49,200 ] [ performance: 21.244 it/s ] [ lr: 1.00e-04 ] [ eta: 0:45:26 ] [ l_g_pix: 2.5631e-02 ] [ l_g_total: 2.5631e-02 ]
543
+ 2024-10-07 07:52:59,082 INFO: [ epoch: 38 ] [ iter: 49,300 ] [ performance: 27.639 it/s ] [ lr: 1.00e-04 ] [ eta: 0:45:19 ] [ l_g_pix: 3.1407e-02 ] [ l_g_total: 3.1407e-02 ]
544
+ 2024-10-07 07:53:02,792 INFO: [ epoch: 38 ] [ iter: 49,400 ] [ performance: 27.197 it/s ] [ lr: 1.00e-04 ] [ eta: 0:45:12 ] [ l_g_pix: 3.3465e-02 ] [ l_g_total: 3.3465e-02 ]
545
+ 2024-10-07 07:53:06,475 INFO: [ epoch: 38 ] [ iter: 49,500 ] [ performance: 27.388 it/s ] [ lr: 1.00e-04 ] [ eta: 0:45:05 ] [ l_g_pix: 2.5264e-02 ] [ l_g_total: 2.5264e-02 ]
546
+ 2024-10-07 07:53:10,161 INFO: [ epoch: 38 ] [ iter: 49,600 ] [ performance: 27.221 it/s ] [ lr: 1.00e-04 ] [ eta: 0:44:58 ] [ l_g_pix: 3.8608e-02 ] [ l_g_total: 3.8608e-02 ]
547
+ 2024-10-07 07:53:13,869 INFO: [ epoch: 38 ] [ iter: 49,700 ] [ performance: 27.069 it/s ] [ lr: 1.00e-04 ] [ eta: 0:44:51 ] [ l_g_pix: 4.1566e-02 ] [ l_g_total: 4.1566e-02 ]
548
+ 2024-10-07 07:53:17,527 INFO: [ epoch: 38 ] [ iter: 49,800 ] [ performance: 27.250 it/s ] [ lr: 1.00e-04 ] [ eta: 0:44:44 ] [ l_g_pix: 3.5295e-02 ] [ l_g_total: 3.5295e-02 ]
549
+ 2024-10-07 07:53:21,146 INFO: [ epoch: 38 ] [ iter: 49,900 ] [ performance: 27.281 it/s ] [ lr: 1.00e-04 ] [ eta: 0:44:36 ] [ l_g_pix: 3.0726e-02 ] [ l_g_total: 3.0726e-02 ]
550
+ 2024-10-07 07:53:24,820 INFO: [ epoch: 38 ] [ iter: 50,000 ] [ performance: 27.246 it/s ] [ lr: 1.00e-04 ] [ eta: 0:44:29 ] [ l_g_pix: 3.1297e-02 ] [ l_g_total: 3.1297e-02 ]
551
+ 2024-10-07 07:53:24,820 INFO: Saving models and training states.
552
+ 2024-10-07 07:58:10,583 INFO: Validation val
553
+
554
+ # psnr: 27.1456........ Best: 27.1456 @ 50000 iter
555
+ # ssim: 0.7636........ Best: 0.7636 @ 50000 iter
556
+ # dists: 0.7734........ Best: 0.7734 @ 50000 iter
557
+
558
+ 2024-10-07 07:58:14,390 INFO: [ epoch: 38 ] [ iter: 50,100 ] [ performance: 25.829 it/s ] [ lr: 1.00e-04 ] [ eta: 0:49:07 ] [ l_g_pix: 2.7486e-02 ] [ l_g_total: 2.7486e-02 ]
559
+ 2024-10-07 07:58:15,623 INFO: Interrupted, saving latest models.
hyperiqa/4xHyperIQA_0.3_DF2K_plksr_tiny_fp16/train_4xHyperIQA_0.3_DF2K_plksr_tiny_fp16_20241007_233420.log ADDED
@@ -0,0 +1,566 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ 2024-10-07 23:34:20,772 INFO:
2
+ ------------------------ neosr ------------------------
3
+ Pytorch Version: 2.4.0+cu121
4
+ 2024-10-07 23:34:23,072 INFO: Dataset [paired] is built.
5
+ 2024-10-07 23:34:23,072 INFO: Training statistics:
6
+ Starting model: 4xHyperIQA_0.3_DF2K_plksr_tiny_fp16
7
+ Number of train images: 20689
8
+ Dataset enlarge ratio: 1
9
+ Batch size per gpu: 16
10
+ Accumulated batches: 16
11
+ World size (gpu number): 1
12
+ Required iters per epoch: 1294
13
+ Total epochs 78 for total iters 100000.
14
+ 2024-10-07 23:34:23,073 INFO: Dataset [paired] is built.
15
+ 2024-10-07 23:34:23,073 INFO: Number of val images/folders: 100
16
+ 2024-10-07 23:34:24,269 INFO: Using network [plksr].
17
+ 2024-10-07 23:34:24,756 INFO: Loading plksr model from /home/phips/Documents/Github/neosr/experiments/4xHyperIQA_0.3_DF2K_plksr_tiny_fp16/models/net_g_50131.pth, with param key: [params].
18
+ 2024-10-07 23:34:24,796 INFO: Using exponential-moving average.
19
+ 2024-10-07 23:34:24,797 INFO: Loss [L1Loss] enabled.
20
+ 2024-10-07 23:34:24,797 INFO: Using model [image].
21
+ 2024-10-07 23:34:24,799 INFO: Resuming training from epoch: 38, iter: 50131
22
+ 2024-10-07 23:34:25,631 INFO: AMP enabled.
23
+ 2024-10-07 23:34:25,631 INFO: Deterministic mode enabled.
24
+ 2024-10-07 23:34:25,631 INFO: Start training from epoch: 38, iter: 50131
25
+ 2024-10-07 23:34:33,504 INFO: [ epoch: 38 ] [ iter: 50,200 ] [ performance: 8.766 it/s ] [ lr: 1.00e-04 ] [ eta: 1:46:14 ] [ l_g_pix: 3.6539e-02 ] [ l_g_total: 3.6539e-02 ]
26
+ 2024-10-07 23:34:37,250 INFO: [ epoch: 38 ] [ iter: 50,300 ] [ performance: 14.549 it/s ] [ lr: 1.00e-04 ] [ eta: 1:01:23 ] [ l_g_pix: 2.4026e-02 ] [ l_g_total: 2.4026e-02 ]
27
+ 2024-10-07 23:34:41,026 INFO: [ epoch: 38 ] [ iter: 50,400 ] [ performance: 26.718 it/s ] [ lr: 1.00e-04 ] [ eta: 0:50:03 ] [ l_g_pix: 3.0449e-02 ] [ l_g_total: 3.0449e-02 ]
28
+ 2024-10-07 23:34:44,784 INFO: [ epoch: 38 ] [ iter: 50,500 ] [ performance: 26.656 it/s ] [ lr: 1.00e-04 ] [ eta: 0:44:48 ] [ l_g_pix: 2.5652e-02 ] [ l_g_total: 2.5652e-02 ]
29
+ 2024-10-07 23:34:48,551 INFO: [ epoch: 38 ] [ iter: 50,600 ] [ performance: 26.540 it/s ] [ lr: 1.00e-04 ] [ eta: 0:41:47 ] [ l_g_pix: 2.4813e-02 ] [ l_g_total: 2.4813e-02 ]
30
+ 2024-10-07 23:34:52,324 INFO: [ epoch: 38 ] [ iter: 50,700 ] [ performance: 26.524 it/s ] [ lr: 1.00e-04 ] [ eta: 0:39:48 ] [ l_g_pix: 2.5024e-02 ] [ l_g_total: 2.5024e-02 ]
31
+ 2024-10-07 23:34:56,092 INFO: [ epoch: 38 ] [ iter: 50,800 ] [ performance: 26.944 it/s ] [ lr: 1.00e-04 ] [ eta: 0:38:24 ] [ l_g_pix: 1.9544e-02 ] [ l_g_total: 1.9544e-02 ]
32
+ 2024-10-07 23:34:59,842 INFO: [ epoch: 38 ] [ iter: 50,900 ] [ performance: 26.779 it/s ] [ lr: 1.00e-04 ] [ eta: 0:37:20 ] [ l_g_pix: 3.5778e-02 ] [ l_g_total: 3.5778e-02 ]
33
+ 2024-10-07 23:35:03,621 INFO: [ epoch: 38 ] [ iter: 51,000 ] [ performance: 26.395 it/s ] [ lr: 1.00e-04 ] [ eta: 0:36:31 ] [ l_g_pix: 3.9320e-02 ] [ l_g_total: 3.9320e-02 ]
34
+ 2024-10-07 23:35:07,439 INFO: [ epoch: 38 ] [ iter: 51,100 ] [ performance: 26.304 it/s ] [ lr: 1.00e-04 ] [ eta: 0:35:53 ] [ l_g_pix: 2.6211e-02 ] [ l_g_total: 2.6211e-02 ]
35
+ 2024-10-07 23:35:11,178 INFO: [ epoch: 38 ] [ iter: 51,200 ] [ performance: 26.815 it/s ] [ lr: 1.00e-04 ] [ eta: 0:35:19 ] [ l_g_pix: 2.3757e-02 ] [ l_g_total: 2.3757e-02 ]
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+ 2024-10-07 23:35:14,967 INFO: [ epoch: 38 ] [ iter: 51,300 ] [ performance: 26.563 it/s ] [ lr: 1.00e-04 ] [ eta: 0:34:51 ] [ l_g_pix: 3.0363e-02 ] [ l_g_total: 3.0363e-02 ]
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+ 2024-10-07 23:35:18,500 INFO: [ epoch: 38 ] [ iter: 51,400 ] [ performance: 29.305 it/s ] [ lr: 1.00e-04 ] [ eta: 0:34:18 ] [ l_g_pix: 2.7677e-02 ] [ l_g_total: 2.7677e-02 ]
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+ 2024-10-07 23:35:23,116 INFO: [ epoch: 39 ] [ iter: 51,500 ] [ performance: 24.093 it/s ] [ lr: 1.00e-04 ] [ eta: 0:34:27 ] [ l_g_pix: 3.7207e-02 ] [ l_g_total: 3.7207e-02 ]
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+ 2024-10-07 23:35:26,848 INFO: [ epoch: 39 ] [ iter: 51,600 ] [ performance: 26.913 it/s ] [ lr: 1.00e-04 ] [ eta: 0:34:05 ] [ l_g_pix: 3.1851e-02 ] [ l_g_total: 3.1851e-02 ]
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+ 2024-10-07 23:35:30,613 INFO: [ epoch: 39 ] [ iter: 51,700 ] [ performance: 26.698 it/s ] [ lr: 1.00e-04 ] [ eta: 0:33:47 ] [ l_g_pix: 2.7434e-02 ] [ l_g_total: 2.7434e-02 ]
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+ 2024-10-07 23:35:34,399 INFO: [ epoch: 39 ] [ iter: 51,800 ] [ performance: 26.766 it/s ] [ lr: 1.00e-04 ] [ eta: 0:33:31 ] [ l_g_pix: 3.0660e-02 ] [ l_g_total: 3.0660e-02 ]
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+ 2024-10-07 23:35:38,210 INFO: [ epoch: 39 ] [ iter: 51,900 ] [ performance: 26.439 it/s ] [ lr: 1.00e-04 ] [ eta: 0:33:17 ] [ l_g_pix: 2.8000e-02 ] [ l_g_total: 2.8000e-02 ]
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+ 2024-10-07 23:35:41,934 INFO: [ epoch: 39 ] [ iter: 52,000 ] [ performance: 27.080 it/s ] [ lr: 1.00e-04 ] [ eta: 0:33:02 ] [ l_g_pix: 2.9637e-02 ] [ l_g_total: 2.9637e-02 ]
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+ 2024-10-07 23:35:45,678 INFO: [ epoch: 39 ] [ iter: 52,100 ] [ performance: 26.852 it/s ] [ lr: 1.00e-04 ] [ eta: 0:32:48 ] [ l_g_pix: 3.4899e-02 ] [ l_g_total: 3.4899e-02 ]
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+ 2024-10-07 23:35:49,429 INFO: [ epoch: 39 ] [ iter: 52,200 ] [ performance: 26.831 it/s ] [ lr: 1.00e-04 ] [ eta: 0:32:36 ] [ l_g_pix: 3.1091e-02 ] [ l_g_total: 3.1091e-02 ]
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+ 2024-10-07 23:35:53,191 INFO: [ epoch: 39 ] [ iter: 52,300 ] [ performance: 26.676 it/s ] [ lr: 1.00e-04 ] [ eta: 0:32:24 ] [ l_g_pix: 2.9148e-02 ] [ l_g_total: 2.9148e-02 ]
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+ 2024-10-07 23:35:56,954 INFO: [ epoch: 39 ] [ iter: 52,400 ] [ performance: 26.780 it/s ] [ lr: 1.00e-04 ] [ eta: 0:32:14 ] [ l_g_pix: 3.1566e-02 ] [ l_g_total: 3.1566e-02 ]
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+ 2024-10-07 23:36:00,702 INFO: [ epoch: 39 ] [ iter: 52,500 ] [ performance: 26.720 it/s ] [ lr: 1.00e-04 ] [ eta: 0:32:03 ] [ l_g_pix: 3.1722e-02 ] [ l_g_total: 3.1722e-02 ]
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+ 2024-10-07 23:36:04,530 INFO: [ epoch: 39 ] [ iter: 52,600 ] [ performance: 26.309 it/s ] [ lr: 1.00e-04 ] [ eta: 0:31:55 ] [ l_g_pix: 2.0604e-02 ] [ l_g_total: 2.0604e-02 ]
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+ 2024-10-07 23:36:08,058 INFO: [ epoch: 39 ] [ iter: 52,700 ] [ performance: 27.574 it/s ] [ lr: 1.00e-04 ] [ eta: 0:31:41 ] [ l_g_pix: 3.4668e-02 ] [ l_g_total: 3.4668e-02 ]
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+ 2024-10-07 23:36:12,806 INFO: [ epoch: 40 ] [ iter: 52,800 ] [ performance: 25.583 it/s ] [ lr: 1.00e-04 ] [ eta: 0:31:50 ] [ l_g_pix: 4.0628e-02 ] [ l_g_total: 4.0628e-02 ]
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+ 2024-10-07 23:36:16,602 INFO: [ epoch: 40 ] [ iter: 52,900 ] [ performance: 26.068 it/s ] [ lr: 1.00e-04 ] [ eta: 0:31:42 ] [ l_g_pix: 3.8667e-02 ] [ l_g_total: 3.8667e-02 ]
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+ 2024-10-07 23:36:20,372 INFO: [ epoch: 40 ] [ iter: 53,000 ] [ performance: 26.777 it/s ] [ lr: 1.00e-04 ] [ eta: 0:31:33 ] [ l_g_pix: 4.7625e-02 ] [ l_g_total: 4.7625e-02 ]
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+ 2024-10-07 23:36:24,103 INFO: [ epoch: 40 ] [ iter: 53,100 ] [ performance: 26.803 it/s ] [ lr: 1.00e-04 ] [ eta: 0:31:25 ] [ l_g_pix: 2.5148e-02 ] [ l_g_total: 2.5148e-02 ]
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+ 2024-10-07 23:36:27,868 INFO: [ epoch: 40 ] [ iter: 53,200 ] [ performance: 26.608 it/s ] [ lr: 1.00e-04 ] [ eta: 0:31:17 ] [ l_g_pix: 2.9737e-02 ] [ l_g_total: 2.9737e-02 ]
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+ 2024-10-07 23:36:31,688 INFO: [ epoch: 40 ] [ iter: 53,300 ] [ performance: 26.333 it/s ] [ lr: 1.00e-04 ] [ eta: 0:31:10 ] [ l_g_pix: 4.1212e-02 ] [ l_g_total: 4.1212e-02 ]
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+ 2024-10-07 23:36:35,428 INFO: [ epoch: 40 ] [ iter: 53,400 ] [ performance: 26.789 it/s ] [ lr: 1.00e-04 ] [ eta: 0:31:02 ] [ l_g_pix: 3.3037e-02 ] [ l_g_total: 3.3037e-02 ]
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+ 2024-10-07 23:36:39,221 INFO: [ epoch: 40 ] [ iter: 53,500 ] [ performance: 26.516 it/s ] [ lr: 1.00e-04 ] [ eta: 0:30:55 ] [ l_g_pix: 2.7469e-02 ] [ l_g_total: 2.7469e-02 ]
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+ 2024-10-07 23:36:42,981 INFO: [ epoch: 40 ] [ iter: 53,600 ] [ performance: 26.479 it/s ] [ lr: 1.00e-04 ] [ eta: 0:30:48 ] [ l_g_pix: 3.3966e-02 ] [ l_g_total: 3.3966e-02 ]
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+ 2024-10-07 23:36:46,710 INFO: [ epoch: 40 ] [ iter: 53,700 ] [ performance: 26.701 it/s ] [ lr: 1.00e-04 ] [ eta: 0:30:41 ] [ l_g_pix: 3.1057e-02 ] [ l_g_total: 3.1057e-02 ]
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+ 2024-10-07 23:36:50,455 INFO: [ epoch: 40 ] [ iter: 53,800 ] [ performance: 26.880 it/s ] [ lr: 1.00e-04 ] [ eta: 0:30:34 ] [ l_g_pix: 3.2435e-02 ] [ l_g_total: 3.2435e-02 ]
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+ 2024-10-07 23:36:54,186 INFO: [ epoch: 40 ] [ iter: 53,900 ] [ performance: 26.830 it/s ] [ lr: 1.00e-04 ] [ eta: 0:30:27 ] [ l_g_pix: 2.1886e-02 ] [ l_g_total: 2.1886e-02 ]
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+ 2024-10-07 23:36:57,649 INFO: [ epoch: 40 ] [ iter: 54,000 ] [ performance: 29.081 it/s ] [ lr: 1.00e-04 ] [ eta: 0:30:17 ] [ l_g_pix: 3.4024e-02 ] [ l_g_total: 3.4024e-02 ]
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+ 2024-10-07 23:37:02,396 INFO: [ epoch: 41 ] [ iter: 54,100 ] [ performance: 23.204 it/s ] [ lr: 1.00e-04 ] [ eta: 0:30:22 ] [ l_g_pix: 4.3618e-02 ] [ l_g_total: 4.3618e-02 ]
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+ 2024-10-07 23:37:06,147 INFO: [ epoch: 41 ] [ iter: 54,200 ] [ performance: 26.750 it/s ] [ lr: 1.00e-04 ] [ eta: 0:30:16 ] [ l_g_pix: 3.1190e-02 ] [ l_g_total: 3.1190e-02 ]
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+ 2024-10-07 23:37:09,914 INFO: [ epoch: 41 ] [ iter: 54,300 ] [ performance: 26.617 it/s ] [ lr: 1.00e-04 ] [ eta: 0:30:10 ] [ l_g_pix: 3.4813e-02 ] [ l_g_total: 3.4813e-02 ]
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+ 2024-10-07 23:37:13,677 INFO: [ epoch: 41 ] [ iter: 54,400 ] [ performance: 26.555 it/s ] [ lr: 1.00e-04 ] [ eta: 0:30:04 ] [ l_g_pix: 2.5407e-02 ] [ l_g_total: 2.5407e-02 ]
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+ 2024-10-07 23:37:17,414 INFO: [ epoch: 41 ] [ iter: 54,500 ] [ performance: 26.699 it/s ] [ lr: 1.00e-04 ] [ eta: 0:29:58 ] [ l_g_pix: 2.7228e-02 ] [ l_g_total: 2.7228e-02 ]
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+ 2024-10-07 23:37:21,172 INFO: [ epoch: 41 ] [ iter: 54,600 ] [ performance: 27.036 it/s ] [ lr: 1.00e-04 ] [ eta: 0:29:52 ] [ l_g_pix: 3.0216e-02 ] [ l_g_total: 3.0216e-02 ]
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+ 2024-10-07 23:37:24,924 INFO: [ epoch: 41 ] [ iter: 54,700 ] [ performance: 26.776 it/s ] [ lr: 1.00e-04 ] [ eta: 0:29:46 ] [ l_g_pix: 3.6531e-02 ] [ l_g_total: 3.6531e-02 ]
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+ 2024-10-07 23:37:28,659 INFO: [ epoch: 41 ] [ iter: 54,800 ] [ performance: 26.523 it/s ] [ lr: 1.00e-04 ] [ eta: 0:29:40 ] [ l_g_pix: 3.2967e-02 ] [ l_g_total: 3.2967e-02 ]
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+ 2024-10-07 23:37:32,425 INFO: [ epoch: 41 ] [ iter: 54,900 ] [ performance: 26.547 it/s ] [ lr: 1.00e-04 ] [ eta: 0:29:34 ] [ l_g_pix: 2.6843e-02 ] [ l_g_total: 2.6843e-02 ]
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+ 2024-10-07 23:37:36,159 INFO: [ epoch: 41 ] [ iter: 55,000 ] [ performance: 26.819 it/s ] [ lr: 1.00e-04 ] [ eta: 0:29:28 ] [ l_g_pix: 2.5463e-02 ] [ l_g_total: 2.5463e-02 ]
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+ 2024-10-07 23:37:39,874 INFO: [ epoch: 41 ] [ iter: 55,100 ] [ performance: 26.892 it/s ] [ lr: 1.00e-04 ] [ eta: 0:29:23 ] [ l_g_pix: 2.9964e-02 ] [ l_g_total: 2.9964e-02 ]
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+ 2024-10-07 23:37:43,635 INFO: [ epoch: 41 ] [ iter: 55,200 ] [ performance: 26.668 it/s ] [ lr: 1.00e-04 ] [ eta: 0:29:17 ] [ l_g_pix: 3.7835e-02 ] [ l_g_total: 3.7835e-02 ]
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+ 2024-10-07 23:37:47,139 INFO: [ epoch: 41 ] [ iter: 55,300 ] [ performance: 27.944 it/s ] [ lr: 1.00e-04 ] [ eta: 0:29:10 ] [ l_g_pix: 3.6348e-02 ] [ l_g_total: 3.6348e-02 ]
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+ 2024-10-07 23:37:51,903 INFO: [ epoch: 42 ] [ iter: 55,400 ] [ performance: 26.677 it/s ] [ lr: 1.00e-04 ] [ eta: 0:29:13 ] [ l_g_pix: 2.8780e-02 ] [ l_g_total: 2.8780e-02 ]
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+ 2024-10-07 23:37:55,626 INFO: [ epoch: 42 ] [ iter: 55,500 ] [ performance: 26.812 it/s ] [ lr: 1.00e-04 ] [ eta: 0:29:07 ] [ l_g_pix: 2.6455e-02 ] [ l_g_total: 2.6455e-02 ]
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+ 2024-10-07 23:37:59,386 INFO: [ epoch: 42 ] [ iter: 55,600 ] [ performance: 26.330 it/s ] [ lr: 1.00e-04 ] [ eta: 0:29:02 ] [ l_g_pix: 3.4052e-02 ] [ l_g_total: 3.4052e-02 ]
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+ 2024-10-07 23:38:03,112 INFO: [ epoch: 42 ] [ iter: 55,700 ] [ performance: 26.689 it/s ] [ lr: 1.00e-04 ] [ eta: 0:28:56 ] [ l_g_pix: 2.9581e-02 ] [ l_g_total: 2.9581e-02 ]
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+ 2024-10-07 23:38:06,823 INFO: [ epoch: 42 ] [ iter: 55,800 ] [ performance: 26.801 it/s ] [ lr: 1.00e-04 ] [ eta: 0:28:51 ] [ l_g_pix: 3.6267e-02 ] [ l_g_total: 3.6267e-02 ]
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+ 2024-10-07 23:38:10,515 INFO: [ epoch: 42 ] [ iter: 55,900 ] [ performance: 27.003 it/s ] [ lr: 1.00e-04 ] [ eta: 0:28:45 ] [ l_g_pix: 3.6962e-02 ] [ l_g_total: 3.6962e-02 ]
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+ 2024-10-07 23:38:14,264 INFO: [ epoch: 42 ] [ iter: 56,000 ] [ performance: 26.671 it/s ] [ lr: 1.00e-04 ] [ eta: 0:28:40 ] [ l_g_pix: 3.3752e-02 ] [ l_g_total: 3.3752e-02 ]
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+ 2024-10-07 23:38:18,019 INFO: [ epoch: 42 ] [ iter: 56,100 ] [ performance: 26.646 it/s ] [ lr: 1.00e-04 ] [ eta: 0:28:35 ] [ l_g_pix: 3.2197e-02 ] [ l_g_total: 3.2197e-02 ]
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+ 2024-10-07 23:38:21,717 INFO: [ epoch: 42 ] [ iter: 56,200 ] [ performance: 27.292 it/s ] [ lr: 1.00e-04 ] [ eta: 0:28:30 ] [ l_g_pix: 3.1373e-02 ] [ l_g_total: 3.1373e-02 ]
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+ 2024-10-07 23:38:25,433 INFO: [ epoch: 42 ] [ iter: 56,300 ] [ performance: 27.018 it/s ] [ lr: 1.00e-04 ] [ eta: 0:28:24 ] [ l_g_pix: 3.1146e-02 ] [ l_g_total: 3.1146e-02 ]
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+ 2024-10-07 23:38:29,206 INFO: [ epoch: 42 ] [ iter: 56,400 ] [ performance: 26.646 it/s ] [ lr: 1.00e-04 ] [ eta: 0:28:20 ] [ l_g_pix: 2.9323e-02 ] [ l_g_total: 2.9323e-02 ]
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+ 2024-10-07 23:38:32,940 INFO: [ epoch: 42 ] [ iter: 56,500 ] [ performance: 26.750 it/s ] [ lr: 1.00e-04 ] [ eta: 0:28:15 ] [ l_g_pix: 2.9119e-02 ] [ l_g_total: 2.9119e-02 ]
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+ 2024-10-07 23:38:36,861 INFO: [ epoch: 43 ] [ iter: 56,600 ] [ performance: 20.645 it/s ] [ lr: 1.00e-04 ] [ eta: 0:28:11 ] [ l_g_pix: 3.3452e-02 ] [ l_g_total: 3.3452e-02 ]
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+ 2024-10-07 23:38:41,083 INFO: [ epoch: 43 ] [ iter: 56,700 ] [ performance: 22.786 it/s ] [ lr: 1.00e-04 ] [ eta: 0:28:09 ] [ l_g_pix: 4.6197e-02 ] [ l_g_total: 4.6197e-02 ]
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+ 2024-10-07 23:38:44,841 INFO: [ epoch: 43 ] [ iter: 56,800 ] [ performance: 26.888 it/s ] [ lr: 1.00e-04 ] [ eta: 0:28:04 ] [ l_g_pix: 2.6410e-02 ] [ l_g_total: 2.6410e-02 ]
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+ 2024-10-07 23:38:48,610 INFO: [ epoch: 43 ] [ iter: 56,900 ] [ performance: 26.632 it/s ] [ lr: 1.00e-04 ] [ eta: 0:27:59 ] [ l_g_pix: 2.4374e-02 ] [ l_g_total: 2.4374e-02 ]
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+ 2024-10-07 23:38:52,336 INFO: [ epoch: 43 ] [ iter: 57,000 ] [ performance: 26.917 it/s ] [ lr: 1.00e-04 ] [ eta: 0:27:54 ] [ l_g_pix: 3.3929e-02 ] [ l_g_total: 3.3929e-02 ]
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+ 2024-10-07 23:38:56,074 INFO: [ epoch: 43 ] [ iter: 57,100 ] [ performance: 26.801 it/s ] [ lr: 1.00e-04 ] [ eta: 0:27:50 ] [ l_g_pix: 2.2424e-02 ] [ l_g_total: 2.2424e-02 ]
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+ 2024-10-07 23:38:59,784 INFO: [ epoch: 43 ] [ iter: 57,200 ] [ performance: 26.926 it/s ] [ lr: 1.00e-04 ] [ eta: 0:27:45 ] [ l_g_pix: 2.5640e-02 ] [ l_g_total: 2.5640e-02 ]
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+ 2024-10-07 23:39:03,511 INFO: [ epoch: 43 ] [ iter: 57,300 ] [ performance: 26.858 it/s ] [ lr: 1.00e-04 ] [ eta: 0:27:40 ] [ l_g_pix: 2.8899e-02 ] [ l_g_total: 2.8899e-02 ]
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+ 2024-10-07 23:39:07,247 INFO: [ epoch: 43 ] [ iter: 57,400 ] [ performance: 26.902 it/s ] [ lr: 1.00e-04 ] [ eta: 0:27:35 ] [ l_g_pix: 4.1829e-02 ] [ l_g_total: 4.1829e-02 ]
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+ 2024-10-07 23:39:11,004 INFO: [ epoch: 43 ] [ iter: 57,500 ] [ performance: 26.691 it/s ] [ lr: 1.00e-04 ] [ eta: 0:27:30 ] [ l_g_pix: 3.8639e-02 ] [ l_g_total: 3.8639e-02 ]
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+ 2024-10-07 23:39:14,776 INFO: [ epoch: 43 ] [ iter: 57,600 ] [ performance: 26.227 it/s ] [ lr: 1.00e-04 ] [ eta: 0:27:26 ] [ l_g_pix: 2.6030e-02 ] [ l_g_total: 2.6030e-02 ]
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+ 2024-10-07 23:39:18,563 INFO: [ epoch: 43 ] [ iter: 57,700 ] [ performance: 26.365 it/s ] [ lr: 1.00e-04 ] [ eta: 0:27:21 ] [ l_g_pix: 4.0292e-02 ] [ l_g_total: 4.0292e-02 ]
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+ 2024-10-07 23:39:22,313 INFO: [ epoch: 43 ] [ iter: 57,800 ] [ performance: 27.082 it/s ] [ lr: 1.00e-04 ] [ eta: 0:27:17 ] [ l_g_pix: 3.5718e-02 ] [ l_g_total: 3.5718e-02 ]
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+ 2024-10-07 23:39:26,621 INFO: [ epoch: 44 ] [ iter: 57,900 ] [ performance: 24.028 it/s ] [ lr: 1.00e-04 ] [ eta: 0:27:15 ] [ l_g_pix: 2.2777e-02 ] [ l_g_total: 2.2777e-02 ]
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+ 2024-10-07 23:39:30,582 INFO: [ epoch: 44 ] [ iter: 58,000 ] [ performance: 27.296 it/s ] [ lr: 1.00e-04 ] [ eta: 0:27:12 ] [ l_g_pix: 2.3380e-02 ] [ l_g_total: 2.3380e-02 ]
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+ 2024-10-07 23:39:34,305 INFO: [ epoch: 44 ] [ iter: 58,100 ] [ performance: 26.966 it/s ] [ lr: 1.00e-04 ] [ eta: 0:27:07 ] [ l_g_pix: 3.0727e-02 ] [ l_g_total: 3.0727e-02 ]
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+ 2024-10-07 23:39:38,031 INFO: [ epoch: 44 ] [ iter: 58,200 ] [ performance: 26.251 it/s ] [ lr: 1.00e-04 ] [ eta: 0:27:02 ] [ l_g_pix: 3.2599e-02 ] [ l_g_total: 3.2599e-02 ]
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+ 2024-10-07 23:39:41,783 INFO: [ epoch: 44 ] [ iter: 58,300 ] [ performance: 26.568 it/s ] [ lr: 1.00e-04 ] [ eta: 0:26:58 ] [ l_g_pix: 2.9018e-02 ] [ l_g_total: 2.9018e-02 ]
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+ 2024-10-07 23:39:45,507 INFO: [ epoch: 44 ] [ iter: 58,400 ] [ performance: 27.308 it/s ] [ lr: 1.00e-04 ] [ eta: 0:26:53 ] [ l_g_pix: 3.4429e-02 ] [ l_g_total: 3.4429e-02 ]
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+ 2024-10-07 23:39:49,271 INFO: [ epoch: 44 ] [ iter: 58,500 ] [ performance: 26.736 it/s ] [ lr: 1.00e-04 ] [ eta: 0:26:49 ] [ l_g_pix: 3.2134e-02 ] [ l_g_total: 3.2134e-02 ]
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+ 2024-10-07 23:39:53,004 INFO: [ epoch: 44 ] [ iter: 58,600 ] [ performance: 26.949 it/s ] [ lr: 1.00e-04 ] [ eta: 0:26:44 ] [ l_g_pix: 3.9582e-02 ] [ l_g_total: 3.9582e-02 ]
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+ 2024-10-07 23:39:56,772 INFO: [ epoch: 44 ] [ iter: 58,700 ] [ performance: 26.633 it/s ] [ lr: 1.00e-04 ] [ eta: 0:26:40 ] [ l_g_pix: 2.3791e-02 ] [ l_g_total: 2.3791e-02 ]
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+ 2024-10-07 23:40:00,525 INFO: [ epoch: 44 ] [ iter: 58,800 ] [ performance: 27.061 it/s ] [ lr: 1.00e-04 ] [ eta: 0:26:35 ] [ l_g_pix: 3.7040e-02 ] [ l_g_total: 3.7040e-02 ]
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+ 2024-10-07 23:40:04,294 INFO: [ epoch: 44 ] [ iter: 58,900 ] [ performance: 26.643 it/s ] [ lr: 1.00e-04 ] [ eta: 0:26:31 ] [ l_g_pix: 2.6853e-02 ] [ l_g_total: 2.6853e-02 ]
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+ 2024-10-07 23:40:08,035 INFO: [ epoch: 44 ] [ iter: 59,000 ] [ performance: 27.197 it/s ] [ lr: 1.00e-04 ] [ eta: 0:26:26 ] [ l_g_pix: 2.9117e-02 ] [ l_g_total: 2.9117e-02 ]
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+ 2024-10-07 23:40:11,718 INFO: [ epoch: 44 ] [ iter: 59,100 ] [ performance: 27.165 it/s ] [ lr: 1.00e-04 ] [ eta: 0:26:22 ] [ l_g_pix: 4.8543e-02 ] [ l_g_total: 4.8543e-02 ]
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+ 2024-10-07 23:40:16,092 INFO: [ epoch: 45 ] [ iter: 59,200 ] [ performance: 13.820 it/s ] [ lr: 1.00e-04 ] [ eta: 0:26:20 ] [ l_g_pix: 2.9782e-02 ] [ l_g_total: 2.9782e-02 ]
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+ 2024-10-07 23:40:20,036 INFO: [ epoch: 45 ] [ iter: 59,300 ] [ performance: 21.893 it/s ] [ lr: 1.00e-04 ] [ eta: 0:26:16 ] [ l_g_pix: 3.4454e-02 ] [ l_g_total: 3.4454e-02 ]
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+ 2024-10-07 23:40:23,764 INFO: [ epoch: 45 ] [ iter: 59,400 ] [ performance: 27.112 it/s ] [ lr: 1.00e-04 ] [ eta: 0:26:12 ] [ l_g_pix: 3.2325e-02 ] [ l_g_total: 3.2325e-02 ]
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+ 2024-10-07 23:40:27,517 INFO: [ epoch: 45 ] [ iter: 59,500 ] [ performance: 26.735 it/s ] [ lr: 1.00e-04 ] [ eta: 0:26:08 ] [ l_g_pix: 3.7589e-02 ] [ l_g_total: 3.7589e-02 ]
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+ 2024-10-07 23:40:31,265 INFO: [ epoch: 45 ] [ iter: 59,600 ] [ performance: 26.893 it/s ] [ lr: 1.00e-04 ] [ eta: 0:26:03 ] [ l_g_pix: 2.5787e-02 ] [ l_g_total: 2.5787e-02 ]
120
+ 2024-10-07 23:40:35,004 INFO: [ epoch: 45 ] [ iter: 59,700 ] [ performance: 26.773 it/s ] [ lr: 1.00e-04 ] [ eta: 0:25:59 ] [ l_g_pix: 3.0816e-02 ] [ l_g_total: 3.0816e-02 ]
121
+ 2024-10-07 23:40:38,748 INFO: [ epoch: 45 ] [ iter: 59,800 ] [ performance: 27.129 it/s ] [ lr: 1.00e-04 ] [ eta: 0:25:54 ] [ l_g_pix: 2.8017e-02 ] [ l_g_total: 2.8017e-02 ]
122
+ 2024-10-07 23:40:42,500 INFO: [ epoch: 45 ] [ iter: 59,900 ] [ performance: 26.737 it/s ] [ lr: 1.00e-04 ] [ eta: 0:25:50 ] [ l_g_pix: 3.0682e-02 ] [ l_g_total: 3.0682e-02 ]
123
+ 2024-10-07 23:40:46,226 INFO: [ epoch: 45 ] [ iter: 60,000 ] [ performance: 27.045 it/s ] [ lr: 5.00e-05 ] [ eta: 0:25:46 ] [ l_g_pix: 2.1754e-02 ] [ l_g_total: 2.1754e-02 ]
124
+ 2024-10-07 23:40:46,226 INFO: Saving models and training states.
125
+ 2024-10-07 23:44:03,664 INFO: Validation val
126
+
127
+ # psnr: 27.1542........ Best: 27.1542 @ 60000 iter
128
+ # ssim: 0.7641........ Best: 0.7641 @ 60000 iter
129
+ # dists: 0.7734........ Best: 0.7734 @ 60000 iter
130
+
131
+ 2024-10-07 23:44:07,426 INFO: [ epoch: 45 ] [ iter: 60,100 ] [ performance: 26.699 it/s ] [ lr: 5.00e-05 ] [ eta: 0:38:52 ] [ l_g_pix: 1.7272e-02 ] [ l_g_total: 1.7272e-02 ]
132
+ 2024-10-07 23:44:11,185 INFO: [ epoch: 45 ] [ iter: 60,200 ] [ performance: 27.257 it/s ] [ lr: 5.00e-05 ] [ eta: 0:38:37 ] [ l_g_pix: 3.2853e-02 ] [ l_g_total: 3.2853e-02 ]
133
+ 2024-10-07 23:44:14,938 INFO: [ epoch: 45 ] [ iter: 60,300 ] [ performance: 26.745 it/s ] [ lr: 5.00e-05 ] [ eta: 0:38:24 ] [ l_g_pix: 2.0293e-02 ] [ l_g_total: 2.0293e-02 ]
134
+ 2024-10-07 23:44:18,619 INFO: [ epoch: 45 ] [ iter: 60,400 ] [ performance: 29.403 it/s ] [ lr: 5.00e-05 ] [ eta: 0:38:10 ] [ l_g_pix: 2.4040e-02 ] [ l_g_total: 2.4040e-02 ]
135
+ 2024-10-07 23:44:23,065 INFO: [ epoch: 46 ] [ iter: 60,500 ] [ performance: 23.348 it/s ] [ lr: 5.00e-05 ] [ eta: 0:37:59 ] [ l_g_pix: 2.7054e-02 ] [ l_g_total: 2.7054e-02 ]
136
+ 2024-10-07 23:44:27,011 INFO: [ epoch: 46 ] [ iter: 60,600 ] [ performance: 27.814 it/s ] [ lr: 5.00e-05 ] [ eta: 0:37:46 ] [ l_g_pix: 2.7222e-02 ] [ l_g_total: 2.7222e-02 ]
137
+ 2024-10-07 23:44:30,728 INFO: [ epoch: 46 ] [ iter: 60,700 ] [ performance: 27.036 it/s ] [ lr: 5.00e-05 ] [ eta: 0:37:33 ] [ l_g_pix: 2.8621e-02 ] [ l_g_total: 2.8621e-02 ]
138
+ 2024-10-07 23:44:34,445 INFO: [ epoch: 46 ] [ iter: 60,800 ] [ performance: 27.106 it/s ] [ lr: 5.00e-05 ] [ eta: 0:37:20 ] [ l_g_pix: 3.9624e-02 ] [ l_g_total: 3.9624e-02 ]
139
+ 2024-10-07 23:44:38,216 INFO: [ epoch: 46 ] [ iter: 60,900 ] [ performance: 26.601 it/s ] [ lr: 5.00e-05 ] [ eta: 0:37:07 ] [ l_g_pix: 2.5606e-02 ] [ l_g_total: 2.5606e-02 ]
140
+ 2024-10-07 23:44:41,994 INFO: [ epoch: 46 ] [ iter: 61,000 ] [ performance: 26.871 it/s ] [ lr: 5.00e-05 ] [ eta: 0:36:54 ] [ l_g_pix: 2.4401e-02 ] [ l_g_total: 2.4401e-02 ]
141
+ 2024-10-07 23:44:45,767 INFO: [ epoch: 46 ] [ iter: 61,100 ] [ performance: 26.553 it/s ] [ lr: 5.00e-05 ] [ eta: 0:36:42 ] [ l_g_pix: 2.2477e-02 ] [ l_g_total: 2.2477e-02 ]
142
+ 2024-10-07 23:44:49,506 INFO: [ epoch: 46 ] [ iter: 61,200 ] [ performance: 27.585 it/s ] [ lr: 5.00e-05 ] [ eta: 0:36:29 ] [ l_g_pix: 3.9245e-02 ] [ l_g_total: 3.9245e-02 ]
143
+ 2024-10-07 23:44:53,410 INFO: [ epoch: 46 ] [ iter: 61,300 ] [ performance: 25.847 it/s ] [ lr: 5.00e-05 ] [ eta: 0:36:18 ] [ l_g_pix: 1.9627e-02 ] [ l_g_total: 1.9627e-02 ]
144
+ 2024-10-07 23:44:57,159 INFO: [ epoch: 46 ] [ iter: 61,400 ] [ performance: 27.504 it/s ] [ lr: 5.00e-05 ] [ eta: 0:36:06 ] [ l_g_pix: 3.7455e-02 ] [ l_g_total: 3.7455e-02 ]
145
+ 2024-10-07 23:45:00,919 INFO: [ epoch: 46 ] [ iter: 61,500 ] [ performance: 26.700 it/s ] [ lr: 5.00e-05 ] [ eta: 0:35:54 ] [ l_g_pix: 4.0487e-02 ] [ l_g_total: 4.0487e-02 ]
146
+ 2024-10-07 23:45:04,652 INFO: [ epoch: 46 ] [ iter: 61,600 ] [ performance: 27.995 it/s ] [ lr: 5.00e-05 ] [ eta: 0:35:42 ] [ l_g_pix: 3.4228e-02 ] [ l_g_total: 3.4228e-02 ]
147
+ 2024-10-07 23:45:08,321 INFO: [ epoch: 46 ] [ iter: 61,700 ] [ performance: 27.338 it/s ] [ lr: 5.00e-05 ] [ eta: 0:35:30 ] [ l_g_pix: 2.8003e-02 ] [ l_g_total: 2.8003e-02 ]
148
+ 2024-10-07 23:45:13,265 INFO: [ epoch: 47 ] [ iter: 61,800 ] [ performance: 21.943 it/s ] [ lr: 5.00e-05 ] [ eta: 0:35:22 ] [ l_g_pix: 3.0514e-02 ] [ l_g_total: 3.0514e-02 ]
149
+ 2024-10-07 23:45:17,050 INFO: [ epoch: 47 ] [ iter: 61,900 ] [ performance: 25.902 it/s ] [ lr: 5.00e-05 ] [ eta: 0:35:11 ] [ l_g_pix: 4.4748e-02 ] [ l_g_total: 4.4748e-02 ]
150
+ 2024-10-07 23:45:20,827 INFO: [ epoch: 47 ] [ iter: 62,000 ] [ performance: 26.943 it/s ] [ lr: 5.00e-05 ] [ eta: 0:35:00 ] [ l_g_pix: 2.7936e-02 ] [ l_g_total: 2.7936e-02 ]
151
+ 2024-10-07 23:45:24,592 INFO: [ epoch: 47 ] [ iter: 62,100 ] [ performance: 26.598 it/s ] [ lr: 5.00e-05 ] [ eta: 0:34:49 ] [ l_g_pix: 1.9513e-02 ] [ l_g_total: 1.9513e-02 ]
152
+ 2024-10-07 23:45:28,344 INFO: [ epoch: 47 ] [ iter: 62,200 ] [ performance: 26.379 it/s ] [ lr: 5.00e-05 ] [ eta: 0:34:38 ] [ l_g_pix: 2.1398e-02 ] [ l_g_total: 2.1398e-02 ]
153
+ 2024-10-07 23:45:32,081 INFO: [ epoch: 47 ] [ iter: 62,300 ] [ performance: 26.736 it/s ] [ lr: 5.00e-05 ] [ eta: 0:34:27 ] [ l_g_pix: 3.7534e-02 ] [ l_g_total: 3.7534e-02 ]
154
+ 2024-10-07 23:45:35,831 INFO: [ epoch: 47 ] [ iter: 62,400 ] [ performance: 27.194 it/s ] [ lr: 5.00e-05 ] [ eta: 0:34:16 ] [ l_g_pix: 2.9424e-02 ] [ l_g_total: 2.9424e-02 ]
155
+ 2024-10-07 23:45:39,592 INFO: [ epoch: 47 ] [ iter: 62,500 ] [ performance: 26.635 it/s ] [ lr: 5.00e-05 ] [ eta: 0:34:05 ] [ l_g_pix: 3.0950e-02 ] [ l_g_total: 3.0950e-02 ]
156
+ 2024-10-07 23:45:43,335 INFO: [ epoch: 47 ] [ iter: 62,600 ] [ performance: 26.394 it/s ] [ lr: 5.00e-05 ] [ eta: 0:33:55 ] [ l_g_pix: 2.5407e-02 ] [ l_g_total: 2.5407e-02 ]
157
+ 2024-10-07 23:45:47,096 INFO: [ epoch: 47 ] [ iter: 62,700 ] [ performance: 26.577 it/s ] [ lr: 5.00e-05 ] [ eta: 0:33:44 ] [ l_g_pix: 3.6795e-02 ] [ l_g_total: 3.6795e-02 ]
158
+ 2024-10-07 23:45:50,841 INFO: [ epoch: 47 ] [ iter: 62,800 ] [ performance: 26.691 it/s ] [ lr: 5.00e-05 ] [ eta: 0:33:34 ] [ l_g_pix: 3.5229e-02 ] [ l_g_total: 3.5229e-02 ]
159
+ 2024-10-07 23:45:54,580 INFO: [ epoch: 47 ] [ iter: 62,900 ] [ performance: 26.750 it/s ] [ lr: 5.00e-05 ] [ eta: 0:33:24 ] [ l_g_pix: 3.6967e-02 ] [ l_g_total: 3.6967e-02 ]
160
+ 2024-10-07 23:45:58,198 INFO: [ epoch: 47 ] [ iter: 63,000 ] [ performance: 30.116 it/s ] [ lr: 5.00e-05 ] [ eta: 0:33:13 ] [ l_g_pix: 2.6400e-02 ] [ l_g_total: 2.6400e-02 ]
161
+ 2024-10-07 23:46:02,869 INFO: [ epoch: 48 ] [ iter: 63,100 ] [ performance: 21.714 it/s ] [ lr: 5.00e-05 ] [ eta: 0:33:06 ] [ l_g_pix: 3.0159e-02 ] [ l_g_total: 3.0159e-02 ]
162
+ 2024-10-07 23:46:06,622 INFO: [ epoch: 48 ] [ iter: 63,200 ] [ performance: 27.499 it/s ] [ lr: 5.00e-05 ] [ eta: 0:32:56 ] [ l_g_pix: 4.0257e-02 ] [ l_g_total: 4.0257e-02 ]
163
+ 2024-10-07 23:46:10,350 INFO: [ epoch: 48 ] [ iter: 63,300 ] [ performance: 26.858 it/s ] [ lr: 5.00e-05 ] [ eta: 0:32:46 ] [ l_g_pix: 2.7908e-02 ] [ l_g_total: 2.7908e-02 ]
164
+ 2024-10-07 23:46:14,085 INFO: [ epoch: 48 ] [ iter: 63,400 ] [ performance: 28.718 it/s ] [ lr: 5.00e-05 ] [ eta: 0:32:36 ] [ l_g_pix: 4.1821e-02 ] [ l_g_total: 4.1821e-02 ]
165
+ 2024-10-07 23:46:17,845 INFO: [ epoch: 48 ] [ iter: 63,500 ] [ performance: 26.659 it/s ] [ lr: 5.00e-05 ] [ eta: 0:32:26 ] [ l_g_pix: 3.7488e-02 ] [ l_g_total: 3.7488e-02 ]
166
+ 2024-10-07 23:46:21,602 INFO: [ epoch: 48 ] [ iter: 63,600 ] [ performance: 24.843 it/s ] [ lr: 5.00e-05 ] [ eta: 0:32:17 ] [ l_g_pix: 3.2756e-02 ] [ l_g_total: 3.2756e-02 ]
167
+ 2024-10-07 23:46:25,368 INFO: [ epoch: 48 ] [ iter: 63,700 ] [ performance: 26.518 it/s ] [ lr: 5.00e-05 ] [ eta: 0:32:07 ] [ l_g_pix: 3.2006e-02 ] [ l_g_total: 3.2006e-02 ]
168
+ 2024-10-07 23:46:29,120 INFO: [ epoch: 48 ] [ iter: 63,800 ] [ performance: 25.499 it/s ] [ lr: 5.00e-05 ] [ eta: 0:31:58 ] [ l_g_pix: 4.2829e-02 ] [ l_g_total: 4.2829e-02 ]
169
+ 2024-10-07 23:46:32,833 INFO: [ epoch: 48 ] [ iter: 63,900 ] [ performance: 26.925 it/s ] [ lr: 5.00e-05 ] [ eta: 0:31:48 ] [ l_g_pix: 4.0989e-02 ] [ l_g_total: 4.0989e-02 ]
170
+ 2024-10-07 23:46:36,630 INFO: [ epoch: 48 ] [ iter: 64,000 ] [ performance: 26.630 it/s ] [ lr: 5.00e-05 ] [ eta: 0:31:39 ] [ l_g_pix: 2.4748e-02 ] [ l_g_total: 2.4748e-02 ]
171
+ 2024-10-07 23:46:40,436 INFO: [ epoch: 48 ] [ iter: 64,100 ] [ performance: 26.285 it/s ] [ lr: 5.00e-05 ] [ eta: 0:31:30 ] [ l_g_pix: 2.7084e-02 ] [ l_g_total: 2.7084e-02 ]
172
+ 2024-10-07 23:46:44,185 INFO: [ epoch: 48 ] [ iter: 64,200 ] [ performance: 26.487 it/s ] [ lr: 5.00e-05 ] [ eta: 0:31:21 ] [ l_g_pix: 1.7490e-02 ] [ l_g_total: 1.7490e-02 ]
173
+ 2024-10-07 23:46:47,817 INFO: [ epoch: 48 ] [ iter: 64,300 ] [ performance: 27.551 it/s ] [ lr: 5.00e-05 ] [ eta: 0:31:12 ] [ l_g_pix: 2.7256e-02 ] [ l_g_total: 2.7256e-02 ]
174
+ 2024-10-07 23:46:52,595 INFO: [ epoch: 49 ] [ iter: 64,400 ] [ performance: 23.774 it/s ] [ lr: 5.00e-05 ] [ eta: 0:31:05 ] [ l_g_pix: 3.2717e-02 ] [ l_g_total: 3.2717e-02 ]
175
+ 2024-10-07 23:46:56,368 INFO: [ epoch: 49 ] [ iter: 64,500 ] [ performance: 26.526 it/s ] [ lr: 5.00e-05 ] [ eta: 0:30:56 ] [ l_g_pix: 2.5101e-02 ] [ l_g_total: 2.5101e-02 ]
176
+ 2024-10-07 23:47:00,111 INFO: [ epoch: 49 ] [ iter: 64,600 ] [ performance: 26.626 it/s ] [ lr: 5.00e-05 ] [ eta: 0:30:48 ] [ l_g_pix: 1.8493e-02 ] [ l_g_total: 1.8493e-02 ]
177
+ 2024-10-07 23:47:03,839 INFO: [ epoch: 49 ] [ iter: 64,700 ] [ performance: 26.890 it/s ] [ lr: 5.00e-05 ] [ eta: 0:30:39 ] [ l_g_pix: 2.7600e-02 ] [ l_g_total: 2.7600e-02 ]
178
+ 2024-10-07 23:47:07,560 INFO: [ epoch: 49 ] [ iter: 64,800 ] [ performance: 26.883 it/s ] [ lr: 5.00e-05 ] [ eta: 0:30:30 ] [ l_g_pix: 2.0617e-02 ] [ l_g_total: 2.0617e-02 ]
179
+ 2024-10-07 23:47:11,300 INFO: [ epoch: 49 ] [ iter: 64,900 ] [ performance: 26.832 it/s ] [ lr: 5.00e-05 ] [ eta: 0:30:21 ] [ l_g_pix: 2.3840e-02 ] [ l_g_total: 2.3840e-02 ]
180
+ 2024-10-07 23:47:15,026 INFO: [ epoch: 49 ] [ iter: 65,000 ] [ performance: 26.838 it/s ] [ lr: 5.00e-05 ] [ eta: 0:30:13 ] [ l_g_pix: 1.4125e-02 ] [ l_g_total: 1.4125e-02 ]
181
+ 2024-10-07 23:47:18,785 INFO: [ epoch: 49 ] [ iter: 65,100 ] [ performance: 26.648 it/s ] [ lr: 5.00e-05 ] [ eta: 0:30:04 ] [ l_g_pix: 5.1230e-02 ] [ l_g_total: 5.1230e-02 ]
182
+ 2024-10-07 23:47:22,552 INFO: [ epoch: 49 ] [ iter: 65,200 ] [ performance: 26.599 it/s ] [ lr: 5.00e-05 ] [ eta: 0:29:56 ] [ l_g_pix: 2.9714e-02 ] [ l_g_total: 2.9714e-02 ]
183
+ 2024-10-07 23:47:26,305 INFO: [ epoch: 49 ] [ iter: 65,300 ] [ performance: 26.694 it/s ] [ lr: 5.00e-05 ] [ eta: 0:29:47 ] [ l_g_pix: 1.5468e-02 ] [ l_g_total: 1.5468e-02 ]
184
+ 2024-10-07 23:47:30,062 INFO: [ epoch: 49 ] [ iter: 65,400 ] [ performance: 26.656 it/s ] [ lr: 5.00e-05 ] [ eta: 0:29:39 ] [ l_g_pix: 2.4878e-02 ] [ l_g_total: 2.4878e-02 ]
185
+ 2024-10-07 23:47:33,816 INFO: [ epoch: 49 ] [ iter: 65,500 ] [ performance: 26.613 it/s ] [ lr: 5.00e-05 ] [ eta: 0:29:31 ] [ l_g_pix: 3.5321e-02 ] [ l_g_total: 3.5321e-02 ]
186
+ 2024-10-07 23:47:37,425 INFO: [ epoch: 49 ] [ iter: 65,600 ] [ performance: 27.179 it/s ] [ lr: 5.00e-05 ] [ eta: 0:29:22 ] [ l_g_pix: 2.7330e-02 ] [ l_g_total: 2.7330e-02 ]
187
+ 2024-10-07 23:47:42,290 INFO: [ epoch: 50 ] [ iter: 65,700 ] [ performance: 20.066 it/s ] [ lr: 5.00e-05 ] [ eta: 0:29:17 ] [ l_g_pix: 2.1536e-02 ] [ l_g_total: 2.1536e-02 ]
188
+ 2024-10-07 23:47:46,081 INFO: [ epoch: 50 ] [ iter: 65,800 ] [ performance: 22.925 it/s ] [ lr: 5.00e-05 ] [ eta: 0:29:08 ] [ l_g_pix: 3.6325e-02 ] [ l_g_total: 3.6325e-02 ]
189
+ 2024-10-07 23:47:49,853 INFO: [ epoch: 50 ] [ iter: 65,900 ] [ performance: 26.579 it/s ] [ lr: 5.00e-05 ] [ eta: 0:29:00 ] [ l_g_pix: 3.3073e-02 ] [ l_g_total: 3.3073e-02 ]
190
+ 2024-10-07 23:47:53,580 INFO: [ epoch: 50 ] [ iter: 66,000 ] [ performance: 26.712 it/s ] [ lr: 5.00e-05 ] [ eta: 0:28:52 ] [ l_g_pix: 3.3949e-02 ] [ l_g_total: 3.3949e-02 ]
191
+ 2024-10-07 23:47:57,349 INFO: [ epoch: 50 ] [ iter: 66,100 ] [ performance: 26.573 it/s ] [ lr: 5.00e-05 ] [ eta: 0:28:44 ] [ l_g_pix: 2.9291e-02 ] [ l_g_total: 2.9291e-02 ]
192
+ 2024-10-07 23:48:01,115 INFO: [ epoch: 50 ] [ iter: 66,200 ] [ performance: 26.565 it/s ] [ lr: 5.00e-05 ] [ eta: 0:28:37 ] [ l_g_pix: 2.4755e-02 ] [ l_g_total: 2.4755e-02 ]
193
+ 2024-10-07 23:48:04,843 INFO: [ epoch: 50 ] [ iter: 66,300 ] [ performance: 26.940 it/s ] [ lr: 5.00e-05 ] [ eta: 0:28:29 ] [ l_g_pix: 2.0797e-02 ] [ l_g_total: 2.0797e-02 ]
194
+ 2024-10-07 23:48:08,607 INFO: [ epoch: 50 ] [ iter: 66,400 ] [ performance: 26.744 it/s ] [ lr: 5.00e-05 ] [ eta: 0:28:21 ] [ l_g_pix: 2.7138e-02 ] [ l_g_total: 2.7138e-02 ]
195
+ 2024-10-07 23:48:12,392 INFO: [ epoch: 50 ] [ iter: 66,500 ] [ performance: 26.490 it/s ] [ lr: 5.00e-05 ] [ eta: 0:28:13 ] [ l_g_pix: 3.4434e-02 ] [ l_g_total: 3.4434e-02 ]
196
+ 2024-10-07 23:48:16,128 INFO: [ epoch: 50 ] [ iter: 66,600 ] [ performance: 26.641 it/s ] [ lr: 5.00e-05 ] [ eta: 0:28:06 ] [ l_g_pix: 3.3414e-02 ] [ l_g_total: 3.3414e-02 ]
197
+ 2024-10-07 23:48:19,835 INFO: [ epoch: 50 ] [ iter: 66,700 ] [ performance: 27.181 it/s ] [ lr: 5.00e-05 ] [ eta: 0:27:58 ] [ l_g_pix: 3.5611e-02 ] [ l_g_total: 3.5611e-02 ]
198
+ 2024-10-07 23:48:23,568 INFO: [ epoch: 50 ] [ iter: 66,800 ] [ performance: 26.973 it/s ] [ lr: 5.00e-05 ] [ eta: 0:27:50 ] [ l_g_pix: 2.2462e-02 ] [ l_g_total: 2.2462e-02 ]
199
+ 2024-10-07 23:48:27,155 INFO: [ epoch: 50 ] [ iter: 66,900 ] [ performance: 28.108 it/s ] [ lr: 5.00e-05 ] [ eta: 0:27:42 ] [ l_g_pix: 3.2801e-02 ] [ l_g_total: 3.2801e-02 ]
200
+ 2024-10-07 23:48:32,012 INFO: [ epoch: 51 ] [ iter: 67,000 ] [ performance: 23.508 it/s ] [ lr: 5.00e-05 ] [ eta: 0:27:37 ] [ l_g_pix: 2.0777e-02 ] [ l_g_total: 2.0777e-02 ]
201
+ 2024-10-07 23:48:35,752 INFO: [ epoch: 51 ] [ iter: 67,100 ] [ performance: 26.745 it/s ] [ lr: 5.00e-05 ] [ eta: 0:27:29 ] [ l_g_pix: 2.7936e-02 ] [ l_g_total: 2.7936e-02 ]
202
+ 2024-10-07 23:48:39,499 INFO: [ epoch: 51 ] [ iter: 67,200 ] [ performance: 26.717 it/s ] [ lr: 5.00e-05 ] [ eta: 0:27:22 ] [ l_g_pix: 3.0820e-02 ] [ l_g_total: 3.0820e-02 ]
203
+ 2024-10-07 23:48:43,260 INFO: [ epoch: 51 ] [ iter: 67,300 ] [ performance: 26.670 it/s ] [ lr: 5.00e-05 ] [ eta: 0:27:15 ] [ l_g_pix: 2.8910e-02 ] [ l_g_total: 2.8910e-02 ]
204
+ 2024-10-07 23:48:46,987 INFO: [ epoch: 51 ] [ iter: 67,400 ] [ performance: 26.760 it/s ] [ lr: 5.00e-05 ] [ eta: 0:27:07 ] [ l_g_pix: 5.5717e-02 ] [ l_g_total: 5.5717e-02 ]
205
+ 2024-10-07 23:48:50,767 INFO: [ epoch: 51 ] [ iter: 67,500 ] [ performance: 26.526 it/s ] [ lr: 5.00e-05 ] [ eta: 0:27:00 ] [ l_g_pix: 2.0570e-02 ] [ l_g_total: 2.0570e-02 ]
206
+ 2024-10-07 23:48:54,465 INFO: [ epoch: 51 ] [ iter: 67,600 ] [ performance: 26.809 it/s ] [ lr: 5.00e-05 ] [ eta: 0:26:53 ] [ l_g_pix: 3.5510e-02 ] [ l_g_total: 3.5510e-02 ]
207
+ 2024-10-07 23:48:58,217 INFO: [ epoch: 51 ] [ iter: 67,700 ] [ performance: 26.702 it/s ] [ lr: 5.00e-05 ] [ eta: 0:26:45 ] [ l_g_pix: 2.7109e-02 ] [ l_g_total: 2.7109e-02 ]
208
+ 2024-10-07 23:49:01,987 INFO: [ epoch: 51 ] [ iter: 67,800 ] [ performance: 26.609 it/s ] [ lr: 5.00e-05 ] [ eta: 0:26:38 ] [ l_g_pix: 2.8927e-02 ] [ l_g_total: 2.8927e-02 ]
209
+ 2024-10-07 23:49:05,777 INFO: [ epoch: 51 ] [ iter: 67,900 ] [ performance: 26.381 it/s ] [ lr: 5.00e-05 ] [ eta: 0:26:31 ] [ l_g_pix: 3.0620e-02 ] [ l_g_total: 3.0620e-02 ]
210
+ 2024-10-07 23:49:09,538 INFO: [ epoch: 51 ] [ iter: 68,000 ] [ performance: 26.499 it/s ] [ lr: 5.00e-05 ] [ eta: 0:26:24 ] [ l_g_pix: 3.0574e-02 ] [ l_g_total: 3.0574e-02 ]
211
+ 2024-10-07 23:49:13,274 INFO: [ epoch: 51 ] [ iter: 68,100 ] [ performance: 26.988 it/s ] [ lr: 5.00e-05 ] [ eta: 0:26:17 ] [ l_g_pix: 2.0669e-02 ] [ l_g_total: 2.0669e-02 ]
212
+ 2024-10-07 23:49:16,846 INFO: [ epoch: 51 ] [ iter: 68,200 ] [ performance: 27.543 it/s ] [ lr: 5.00e-05 ] [ eta: 0:26:09 ] [ l_g_pix: 2.4525e-02 ] [ l_g_total: 2.4525e-02 ]
213
+ 2024-10-07 23:49:21,754 INFO: [ epoch: 52 ] [ iter: 68,300 ] [ performance: 18.888 it/s ] [ lr: 5.00e-05 ] [ eta: 0:26:04 ] [ l_g_pix: 4.1098e-02 ] [ l_g_total: 4.1098e-02 ]
214
+ 2024-10-07 23:49:25,512 INFO: [ epoch: 52 ] [ iter: 68,400 ] [ performance: 22.545 it/s ] [ lr: 5.00e-05 ] [ eta: 0:25:58 ] [ l_g_pix: 3.3732e-02 ] [ l_g_total: 3.3732e-02 ]
215
+ 2024-10-07 23:49:29,287 INFO: [ epoch: 52 ] [ iter: 68,500 ] [ performance: 26.602 it/s ] [ lr: 5.00e-05 ] [ eta: 0:25:51 ] [ l_g_pix: 3.1247e-02 ] [ l_g_total: 3.1247e-02 ]
216
+ 2024-10-07 23:49:33,033 INFO: [ epoch: 52 ] [ iter: 68,600 ] [ performance: 26.658 it/s ] [ lr: 5.00e-05 ] [ eta: 0:25:44 ] [ l_g_pix: 3.1588e-02 ] [ l_g_total: 3.1588e-02 ]
217
+ 2024-10-07 23:49:36,771 INFO: [ epoch: 52 ] [ iter: 68,700 ] [ performance: 26.811 it/s ] [ lr: 5.00e-05 ] [ eta: 0:25:37 ] [ l_g_pix: 3.6755e-02 ] [ l_g_total: 3.6755e-02 ]
218
+ 2024-10-07 23:49:40,510 INFO: [ epoch: 52 ] [ iter: 68,800 ] [ performance: 26.773 it/s ] [ lr: 5.00e-05 ] [ eta: 0:25:30 ] [ l_g_pix: 2.7489e-02 ] [ l_g_total: 2.7489e-02 ]
219
+ 2024-10-07 23:49:44,317 INFO: [ epoch: 52 ] [ iter: 68,900 ] [ performance: 26.341 it/s ] [ lr: 5.00e-05 ] [ eta: 0:25:23 ] [ l_g_pix: 2.5339e-02 ] [ l_g_total: 2.5339e-02 ]
220
+ 2024-10-07 23:49:48,062 INFO: [ epoch: 52 ] [ iter: 69,000 ] [ performance: 26.546 it/s ] [ lr: 5.00e-05 ] [ eta: 0:25:16 ] [ l_g_pix: 2.2341e-02 ] [ l_g_total: 2.2341e-02 ]
221
+ 2024-10-07 23:49:51,793 INFO: [ epoch: 52 ] [ iter: 69,100 ] [ performance: 26.975 it/s ] [ lr: 5.00e-05 ] [ eta: 0:25:10 ] [ l_g_pix: 3.2267e-02 ] [ l_g_total: 3.2267e-02 ]
222
+ 2024-10-07 23:49:55,567 INFO: [ epoch: 52 ] [ iter: 69,200 ] [ performance: 26.703 it/s ] [ lr: 5.00e-05 ] [ eta: 0:25:03 ] [ l_g_pix: 2.6328e-02 ] [ l_g_total: 2.6328e-02 ]
223
+ 2024-10-07 23:49:59,313 INFO: [ epoch: 52 ] [ iter: 69,300 ] [ performance: 26.796 it/s ] [ lr: 5.00e-05 ] [ eta: 0:24:56 ] [ l_g_pix: 2.4428e-02 ] [ l_g_total: 2.4428e-02 ]
224
+ 2024-10-07 23:50:03,088 INFO: [ epoch: 52 ] [ iter: 69,400 ] [ performance: 26.623 it/s ] [ lr: 5.00e-05 ] [ eta: 0:24:50 ] [ l_g_pix: 2.7273e-02 ] [ l_g_total: 2.7273e-02 ]
225
+ 2024-10-07 23:50:06,612 INFO: [ epoch: 52 ] [ iter: 69,500 ] [ performance: 29.316 it/s ] [ lr: 5.00e-05 ] [ eta: 0:24:43 ] [ l_g_pix: 3.0505e-02 ] [ l_g_total: 3.0505e-02 ]
226
+ 2024-10-07 23:50:11,537 INFO: [ epoch: 53 ] [ iter: 69,600 ] [ performance: 23.335 it/s ] [ lr: 5.00e-05 ] [ eta: 0:24:38 ] [ l_g_pix: 2.6874e-02 ] [ l_g_total: 2.6874e-02 ]
227
+ 2024-10-07 23:50:15,288 INFO: [ epoch: 53 ] [ iter: 69,700 ] [ performance: 26.884 it/s ] [ lr: 5.00e-05 ] [ eta: 0:24:31 ] [ l_g_pix: 3.5593e-02 ] [ l_g_total: 3.5593e-02 ]
228
+ 2024-10-07 23:50:19,019 INFO: [ epoch: 53 ] [ iter: 69,800 ] [ performance: 26.840 it/s ] [ lr: 5.00e-05 ] [ eta: 0:24:25 ] [ l_g_pix: 4.6782e-02 ] [ l_g_total: 4.6782e-02 ]
229
+ 2024-10-07 23:50:22,797 INFO: [ epoch: 53 ] [ iter: 69,900 ] [ performance: 26.504 it/s ] [ lr: 5.00e-05 ] [ eta: 0:24:18 ] [ l_g_pix: 3.4802e-02 ] [ l_g_total: 3.4802e-02 ]
230
+ 2024-10-07 23:50:26,518 INFO: [ epoch: 53 ] [ iter: 70,000 ] [ performance: 26.719 it/s ] [ lr: 5.00e-05 ] [ eta: 0:24:12 ] [ l_g_pix: 3.1500e-02 ] [ l_g_total: 3.1500e-02 ]
231
+ 2024-10-07 23:50:26,519 INFO: Saving models and training states.
232
+ 2024-10-07 23:53:33,117 INFO: Validation val
233
+
234
+ # psnr: 27.1676........ Best: 27.1676 @ 70000 iter
235
+ # ssim: 0.7647........ Best: 0.7647 @ 70000 iter
236
+ # dists: 0.7734........ Best: 0.7734 @ 60000 iter
237
+
238
+ 2024-10-07 23:53:36,826 INFO: [ epoch: 53 ] [ iter: 70,100 ] [ performance: 27.043 it/s ] [ lr: 5.00e-05 ] [ eta: 0:28:44 ] [ l_g_pix: 3.4751e-02 ] [ l_g_total: 3.4751e-02 ]
239
+ 2024-10-07 23:53:40,552 INFO: [ epoch: 53 ] [ iter: 70,200 ] [ performance: 26.925 it/s ] [ lr: 5.00e-05 ] [ eta: 0:28:36 ] [ l_g_pix: 3.7207e-02 ] [ l_g_total: 3.7207e-02 ]
240
+ 2024-10-07 23:53:44,323 INFO: [ epoch: 53 ] [ iter: 70,300 ] [ performance: 26.555 it/s ] [ lr: 5.00e-05 ] [ eta: 0:28:27 ] [ l_g_pix: 2.2763e-02 ] [ l_g_total: 2.2763e-02 ]
241
+ 2024-10-07 23:53:48,091 INFO: [ epoch: 53 ] [ iter: 70,400 ] [ performance: 26.547 it/s ] [ lr: 5.00e-05 ] [ eta: 0:28:18 ] [ l_g_pix: 2.6622e-02 ] [ l_g_total: 2.6622e-02 ]
242
+ 2024-10-07 23:53:51,881 INFO: [ epoch: 53 ] [ iter: 70,500 ] [ performance: 26.431 it/s ] [ lr: 5.00e-05 ] [ eta: 0:28:10 ] [ l_g_pix: 2.2241e-02 ] [ l_g_total: 2.2241e-02 ]
243
+ 2024-10-07 23:53:55,637 INFO: [ epoch: 53 ] [ iter: 70,600 ] [ performance: 26.546 it/s ] [ lr: 5.00e-05 ] [ eta: 0:28:01 ] [ l_g_pix: 2.6310e-02 ] [ l_g_total: 2.6310e-02 ]
244
+ 2024-10-07 23:53:59,404 INFO: [ epoch: 53 ] [ iter: 70,700 ] [ performance: 26.811 it/s ] [ lr: 5.00e-05 ] [ eta: 0:27:53 ] [ l_g_pix: 2.2934e-02 ] [ l_g_total: 2.2934e-02 ]
245
+ 2024-10-07 23:54:03,029 INFO: [ epoch: 53 ] [ iter: 70,800 ] [ performance: 27.275 it/s ] [ lr: 5.00e-05 ] [ eta: 0:27:44 ] [ l_g_pix: 2.7206e-02 ] [ l_g_total: 2.7206e-02 ]
246
+ 2024-10-07 23:54:07,873 INFO: [ epoch: 54 ] [ iter: 70,900 ] [ performance: 24.010 it/s ] [ lr: 5.00e-05 ] [ eta: 0:27:37 ] [ l_g_pix: 2.4689e-02 ] [ l_g_total: 2.4689e-02 ]
247
+ 2024-10-07 23:54:11,615 INFO: [ epoch: 54 ] [ iter: 71,000 ] [ performance: 25.578 it/s ] [ lr: 5.00e-05 ] [ eta: 0:27:29 ] [ l_g_pix: 3.4536e-02 ] [ l_g_total: 3.4536e-02 ]
248
+ 2024-10-07 23:54:15,381 INFO: [ epoch: 54 ] [ iter: 71,100 ] [ performance: 26.642 it/s ] [ lr: 5.00e-05 ] [ eta: 0:27:20 ] [ l_g_pix: 3.7925e-02 ] [ l_g_total: 3.7925e-02 ]
249
+ 2024-10-07 23:54:19,151 INFO: [ epoch: 54 ] [ iter: 71,200 ] [ performance: 26.577 it/s ] [ lr: 5.00e-05 ] [ eta: 0:27:12 ] [ l_g_pix: 4.0761e-02 ] [ l_g_total: 4.0761e-02 ]
250
+ 2024-10-07 23:54:22,899 INFO: [ epoch: 54 ] [ iter: 71,300 ] [ performance: 26.887 it/s ] [ lr: 5.00e-05 ] [ eta: 0:27:04 ] [ l_g_pix: 3.2960e-02 ] [ l_g_total: 3.2960e-02 ]
251
+ 2024-10-07 23:54:26,663 INFO: [ epoch: 54 ] [ iter: 71,400 ] [ performance: 26.699 it/s ] [ lr: 5.00e-05 ] [ eta: 0:26:56 ] [ l_g_pix: 3.0346e-02 ] [ l_g_total: 3.0346e-02 ]
252
+ 2024-10-07 23:54:30,400 INFO: [ epoch: 54 ] [ iter: 71,500 ] [ performance: 26.775 it/s ] [ lr: 5.00e-05 ] [ eta: 0:26:47 ] [ l_g_pix: 3.6064e-02 ] [ l_g_total: 3.6064e-02 ]
253
+ 2024-10-07 23:54:34,127 INFO: [ epoch: 54 ] [ iter: 71,600 ] [ performance: 26.813 it/s ] [ lr: 5.00e-05 ] [ eta: 0:26:39 ] [ l_g_pix: 2.3029e-02 ] [ l_g_total: 2.3029e-02 ]
254
+ 2024-10-07 23:54:37,882 INFO: [ epoch: 54 ] [ iter: 71,700 ] [ performance: 26.886 it/s ] [ lr: 5.00e-05 ] [ eta: 0:26:31 ] [ l_g_pix: 3.7611e-02 ] [ l_g_total: 3.7611e-02 ]
255
+ 2024-10-07 23:54:41,621 INFO: [ epoch: 54 ] [ iter: 71,800 ] [ performance: 26.804 it/s ] [ lr: 5.00e-05 ] [ eta: 0:26:23 ] [ l_g_pix: 2.1005e-02 ] [ l_g_total: 2.1005e-02 ]
256
+ 2024-10-07 23:54:45,409 INFO: [ epoch: 54 ] [ iter: 71,900 ] [ performance: 26.299 it/s ] [ lr: 5.00e-05 ] [ eta: 0:26:15 ] [ l_g_pix: 2.9820e-02 ] [ l_g_total: 2.9820e-02 ]
257
+ 2024-10-07 23:54:49,209 INFO: [ epoch: 54 ] [ iter: 72,000 ] [ performance: 26.312 it/s ] [ lr: 5.00e-05 ] [ eta: 0:26:07 ] [ l_g_pix: 2.6205e-02 ] [ l_g_total: 2.6205e-02 ]
258
+ 2024-10-07 23:54:52,888 INFO: [ epoch: 54 ] [ iter: 72,100 ] [ performance: 29.231 it/s ] [ lr: 5.00e-05 ] [ eta: 0:25:59 ] [ l_g_pix: 3.5848e-02 ] [ l_g_total: 3.5848e-02 ]
259
+ 2024-10-07 23:54:57,891 INFO: [ epoch: 55 ] [ iter: 72,200 ] [ performance: 22.681 it/s ] [ lr: 5.00e-05 ] [ eta: 0:25:53 ] [ l_g_pix: 3.1178e-02 ] [ l_g_total: 3.1178e-02 ]
260
+ 2024-10-07 23:55:01,651 INFO: [ epoch: 55 ] [ iter: 72,300 ] [ performance: 26.823 it/s ] [ lr: 5.00e-05 ] [ eta: 0:25:45 ] [ l_g_pix: 2.4825e-02 ] [ l_g_total: 2.4825e-02 ]
261
+ 2024-10-07 23:55:05,384 INFO: [ epoch: 55 ] [ iter: 72,400 ] [ performance: 26.804 it/s ] [ lr: 5.00e-05 ] [ eta: 0:25:37 ] [ l_g_pix: 3.8985e-02 ] [ l_g_total: 3.8985e-02 ]
262
+ 2024-10-07 23:55:09,129 INFO: [ epoch: 55 ] [ iter: 72,500 ] [ performance: 26.791 it/s ] [ lr: 5.00e-05 ] [ eta: 0:25:29 ] [ l_g_pix: 3.0836e-02 ] [ l_g_total: 3.0836e-02 ]
263
+ 2024-10-07 23:55:12,858 INFO: [ epoch: 55 ] [ iter: 72,600 ] [ performance: 26.810 it/s ] [ lr: 5.00e-05 ] [ eta: 0:25:21 ] [ l_g_pix: 2.9667e-02 ] [ l_g_total: 2.9667e-02 ]
264
+ 2024-10-07 23:55:16,557 INFO: [ epoch: 55 ] [ iter: 72,700 ] [ performance: 27.297 it/s ] [ lr: 5.00e-05 ] [ eta: 0:25:14 ] [ l_g_pix: 3.0795e-02 ] [ l_g_total: 3.0795e-02 ]
265
+ 2024-10-07 23:55:20,351 INFO: [ epoch: 55 ] [ iter: 72,800 ] [ performance: 26.695 it/s ] [ lr: 5.00e-05 ] [ eta: 0:25:06 ] [ l_g_pix: 2.1248e-02 ] [ l_g_total: 2.1248e-02 ]
266
+ 2024-10-07 23:55:24,157 INFO: [ epoch: 55 ] [ iter: 72,900 ] [ performance: 26.464 it/s ] [ lr: 5.00e-05 ] [ eta: 0:24:58 ] [ l_g_pix: 3.0484e-02 ] [ l_g_total: 3.0484e-02 ]
267
+ 2024-10-07 23:55:27,912 INFO: [ epoch: 55 ] [ iter: 73,000 ] [ performance: 26.573 it/s ] [ lr: 5.00e-05 ] [ eta: 0:24:51 ] [ l_g_pix: 1.9362e-02 ] [ l_g_total: 1.9362e-02 ]
268
+ 2024-10-07 23:55:31,624 INFO: [ epoch: 55 ] [ iter: 73,100 ] [ performance: 26.904 it/s ] [ lr: 5.00e-05 ] [ eta: 0:24:43 ] [ l_g_pix: 2.3780e-02 ] [ l_g_total: 2.3780e-02 ]
269
+ 2024-10-07 23:55:35,349 INFO: [ epoch: 55 ] [ iter: 73,200 ] [ performance: 26.872 it/s ] [ lr: 5.00e-05 ] [ eta: 0:24:36 ] [ l_g_pix: 2.3262e-02 ] [ l_g_total: 2.3262e-02 ]
270
+ 2024-10-07 23:55:39,079 INFO: [ epoch: 55 ] [ iter: 73,300 ] [ performance: 27.021 it/s ] [ lr: 5.00e-05 ] [ eta: 0:24:28 ] [ l_g_pix: 3.6539e-02 ] [ l_g_total: 3.6539e-02 ]
271
+ 2024-10-07 23:55:42,607 INFO: [ epoch: 55 ] [ iter: 73,400 ] [ performance: 27.869 it/s ] [ lr: 5.00e-05 ] [ eta: 0:24:20 ] [ l_g_pix: 2.5016e-02 ] [ l_g_total: 2.5016e-02 ]
272
+ 2024-10-07 23:55:47,679 INFO: [ epoch: 56 ] [ iter: 73,500 ] [ performance: 26.701 it/s ] [ lr: 5.00e-05 ] [ eta: 0:24:14 ] [ l_g_pix: 2.8224e-02 ] [ l_g_total: 2.8224e-02 ]
273
+ 2024-10-07 23:55:51,415 INFO: [ epoch: 56 ] [ iter: 73,600 ] [ performance: 26.746 it/s ] [ lr: 5.00e-05 ] [ eta: 0:24:07 ] [ l_g_pix: 2.2114e-02 ] [ l_g_total: 2.2114e-02 ]
274
+ 2024-10-07 23:55:55,155 INFO: [ epoch: 56 ] [ iter: 73,700 ] [ performance: 27.164 it/s ] [ lr: 5.00e-05 ] [ eta: 0:23:59 ] [ l_g_pix: 2.0195e-02 ] [ l_g_total: 2.0195e-02 ]
275
+ 2024-10-07 23:55:58,912 INFO: [ epoch: 56 ] [ iter: 73,800 ] [ performance: 26.808 it/s ] [ lr: 5.00e-05 ] [ eta: 0:23:52 ] [ l_g_pix: 2.2865e-02 ] [ l_g_total: 2.2865e-02 ]
276
+ 2024-10-07 23:56:02,692 INFO: [ epoch: 56 ] [ iter: 73,900 ] [ performance: 26.236 it/s ] [ lr: 5.00e-05 ] [ eta: 0:23:45 ] [ l_g_pix: 2.9767e-02 ] [ l_g_total: 2.9767e-02 ]
277
+ 2024-10-07 23:56:06,450 INFO: [ epoch: 56 ] [ iter: 74,000 ] [ performance: 26.488 it/s ] [ lr: 5.00e-05 ] [ eta: 0:23:37 ] [ l_g_pix: 1.8935e-02 ] [ l_g_total: 1.8935e-02 ]
278
+ 2024-10-07 23:56:10,234 INFO: [ epoch: 56 ] [ iter: 74,100 ] [ performance: 26.762 it/s ] [ lr: 5.00e-05 ] [ eta: 0:23:30 ] [ l_g_pix: 2.6251e-02 ] [ l_g_total: 2.6251e-02 ]
279
+ 2024-10-07 23:56:13,994 INFO: [ epoch: 56 ] [ iter: 74,200 ] [ performance: 26.654 it/s ] [ lr: 5.00e-05 ] [ eta: 0:23:23 ] [ l_g_pix: 3.2873e-02 ] [ l_g_total: 3.2873e-02 ]
280
+ 2024-10-07 23:56:17,773 INFO: [ epoch: 56 ] [ iter: 74,300 ] [ performance: 26.663 it/s ] [ lr: 5.00e-05 ] [ eta: 0:23:16 ] [ l_g_pix: 2.0861e-02 ] [ l_g_total: 2.0861e-02 ]
281
+ 2024-10-07 23:56:21,517 INFO: [ epoch: 56 ] [ iter: 74,400 ] [ performance: 26.698 it/s ] [ lr: 5.00e-05 ] [ eta: 0:23:08 ] [ l_g_pix: 3.3800e-02 ] [ l_g_total: 3.3800e-02 ]
282
+ 2024-10-07 23:56:25,302 INFO: [ epoch: 56 ] [ iter: 74,500 ] [ performance: 26.251 it/s ] [ lr: 5.00e-05 ] [ eta: 0:23:01 ] [ l_g_pix: 3.3504e-02 ] [ l_g_total: 3.3504e-02 ]
283
+ 2024-10-07 23:56:29,017 INFO: [ epoch: 56 ] [ iter: 74,600 ] [ performance: 26.703 it/s ] [ lr: 5.00e-05 ] [ eta: 0:22:54 ] [ l_g_pix: 2.2240e-02 ] [ l_g_total: 2.2240e-02 ]
284
+ 2024-10-07 23:56:33,263 INFO: [ epoch: 57 ] [ iter: 74,700 ] [ performance: 19.827 it/s ] [ lr: 5.00e-05 ] [ eta: 0:22:47 ] [ l_g_pix: 4.1962e-02 ] [ l_g_total: 4.1962e-02 ]
285
+ 2024-10-07 23:56:37,526 INFO: [ epoch: 57 ] [ iter: 74,800 ] [ performance: 22.162 it/s ] [ lr: 5.00e-05 ] [ eta: 0:22:41 ] [ l_g_pix: 2.1111e-02 ] [ l_g_total: 2.1111e-02 ]
286
+ 2024-10-07 23:56:41,244 INFO: [ epoch: 57 ] [ iter: 74,900 ] [ performance: 26.912 it/s ] [ lr: 5.00e-05 ] [ eta: 0:22:34 ] [ l_g_pix: 2.5473e-02 ] [ l_g_total: 2.5473e-02 ]
287
+ 2024-10-07 23:56:44,952 INFO: [ epoch: 57 ] [ iter: 75,000 ] [ performance: 26.960 it/s ] [ lr: 5.00e-05 ] [ eta: 0:22:27 ] [ l_g_pix: 2.7678e-02 ] [ l_g_total: 2.7678e-02 ]
288
+ 2024-10-07 23:56:48,715 INFO: [ epoch: 57 ] [ iter: 75,100 ] [ performance: 26.718 it/s ] [ lr: 5.00e-05 ] [ eta: 0:22:20 ] [ l_g_pix: 4.0286e-02 ] [ l_g_total: 4.0286e-02 ]
289
+ 2024-10-07 23:56:52,444 INFO: [ epoch: 57 ] [ iter: 75,200 ] [ performance: 26.791 it/s ] [ lr: 5.00e-05 ] [ eta: 0:22:13 ] [ l_g_pix: 2.7110e-02 ] [ l_g_total: 2.7110e-02 ]
290
+ 2024-10-07 23:56:56,193 INFO: [ epoch: 57 ] [ iter: 75,300 ] [ performance: 26.814 it/s ] [ lr: 5.00e-05 ] [ eta: 0:22:06 ] [ l_g_pix: 3.3564e-02 ] [ l_g_total: 3.3564e-02 ]
291
+ 2024-10-07 23:56:59,950 INFO: [ epoch: 57 ] [ iter: 75,400 ] [ performance: 26.685 it/s ] [ lr: 5.00e-05 ] [ eta: 0:21:59 ] [ l_g_pix: 2.7412e-02 ] [ l_g_total: 2.7412e-02 ]
292
+ 2024-10-07 23:57:03,732 INFO: [ epoch: 57 ] [ iter: 75,500 ] [ performance: 26.476 it/s ] [ lr: 5.00e-05 ] [ eta: 0:21:52 ] [ l_g_pix: 3.1493e-02 ] [ l_g_total: 3.1493e-02 ]
293
+ 2024-10-07 23:57:07,506 INFO: [ epoch: 57 ] [ iter: 75,600 ] [ performance: 26.496 it/s ] [ lr: 5.00e-05 ] [ eta: 0:21:45 ] [ l_g_pix: 3.2728e-02 ] [ l_g_total: 3.2728e-02 ]
294
+ 2024-10-07 23:57:11,298 INFO: [ epoch: 57 ] [ iter: 75,700 ] [ performance: 26.168 it/s ] [ lr: 5.00e-05 ] [ eta: 0:21:38 ] [ l_g_pix: 3.0244e-02 ] [ l_g_total: 3.0244e-02 ]
295
+ 2024-10-07 23:57:15,064 INFO: [ epoch: 57 ] [ iter: 75,800 ] [ performance: 26.440 it/s ] [ lr: 5.00e-05 ] [ eta: 0:21:31 ] [ l_g_pix: 2.3030e-02 ] [ l_g_total: 2.3030e-02 ]
296
+ 2024-10-07 23:57:18,822 INFO: [ epoch: 57 ] [ iter: 75,900 ] [ performance: 26.474 it/s ] [ lr: 5.00e-05 ] [ eta: 0:21:25 ] [ l_g_pix: 2.8539e-02 ] [ l_g_total: 2.8539e-02 ]
297
+ 2024-10-07 23:57:23,185 INFO: [ epoch: 58 ] [ iter: 76,000 ] [ performance: 23.872 it/s ] [ lr: 5.00e-05 ] [ eta: 0:21:18 ] [ l_g_pix: 3.7251e-02 ] [ l_g_total: 3.7251e-02 ]
298
+ 2024-10-07 23:57:27,364 INFO: [ epoch: 58 ] [ iter: 76,100 ] [ performance: 27.006 it/s ] [ lr: 5.00e-05 ] [ eta: 0:21:12 ] [ l_g_pix: 2.6492e-02 ] [ l_g_total: 2.6492e-02 ]
299
+ 2024-10-07 23:57:31,145 INFO: [ epoch: 58 ] [ iter: 76,200 ] [ performance: 26.607 it/s ] [ lr: 5.00e-05 ] [ eta: 0:21:05 ] [ l_g_pix: 3.2895e-02 ] [ l_g_total: 3.2895e-02 ]
300
+ 2024-10-07 23:57:34,944 INFO: [ epoch: 58 ] [ iter: 76,300 ] [ performance: 26.895 it/s ] [ lr: 5.00e-05 ] [ eta: 0:20:58 ] [ l_g_pix: 3.1218e-02 ] [ l_g_total: 3.1218e-02 ]
301
+ 2024-10-07 23:57:38,734 INFO: [ epoch: 58 ] [ iter: 76,400 ] [ performance: 26.526 it/s ] [ lr: 5.00e-05 ] [ eta: 0:20:52 ] [ l_g_pix: 3.1145e-02 ] [ l_g_total: 3.1145e-02 ]
302
+ 2024-10-07 23:57:42,511 INFO: [ epoch: 58 ] [ iter: 76,500 ] [ performance: 26.792 it/s ] [ lr: 5.00e-05 ] [ eta: 0:20:45 ] [ l_g_pix: 3.3228e-02 ] [ l_g_total: 3.3228e-02 ]
303
+ 2024-10-07 23:57:46,242 INFO: [ epoch: 58 ] [ iter: 76,600 ] [ performance: 26.804 it/s ] [ lr: 5.00e-05 ] [ eta: 0:20:38 ] [ l_g_pix: 3.6865e-02 ] [ l_g_total: 3.6865e-02 ]
304
+ 2024-10-07 23:57:50,019 INFO: [ epoch: 58 ] [ iter: 76,700 ] [ performance: 26.229 it/s ] [ lr: 5.00e-05 ] [ eta: 0:20:32 ] [ l_g_pix: 3.7250e-02 ] [ l_g_total: 3.7250e-02 ]
305
+ 2024-10-07 23:57:53,774 INFO: [ epoch: 58 ] [ iter: 76,800 ] [ performance: 26.525 it/s ] [ lr: 5.00e-05 ] [ eta: 0:20:25 ] [ l_g_pix: 4.4962e-02 ] [ l_g_total: 4.4962e-02 ]
306
+ 2024-10-07 23:57:57,510 INFO: [ epoch: 58 ] [ iter: 76,900 ] [ performance: 26.717 it/s ] [ lr: 5.00e-05 ] [ eta: 0:20:19 ] [ l_g_pix: 2.6369e-02 ] [ l_g_total: 2.6369e-02 ]
307
+ 2024-10-07 23:58:01,262 INFO: [ epoch: 58 ] [ iter: 77,000 ] [ performance: 26.672 it/s ] [ lr: 5.00e-05 ] [ eta: 0:20:12 ] [ l_g_pix: 3.5679e-02 ] [ l_g_total: 3.5679e-02 ]
308
+ 2024-10-07 23:58:04,929 INFO: [ epoch: 58 ] [ iter: 77,100 ] [ performance: 26.851 it/s ] [ lr: 5.00e-05 ] [ eta: 0:20:05 ] [ l_g_pix: 1.8139e-02 ] [ l_g_total: 1.8139e-02 ]
309
+ 2024-10-07 23:58:08,657 INFO: [ epoch: 58 ] [ iter: 77,200 ] [ performance: 26.831 it/s ] [ lr: 5.00e-05 ] [ eta: 0:19:59 ] [ l_g_pix: 2.7584e-02 ] [ l_g_total: 2.7584e-02 ]
310
+ 2024-10-07 23:58:13,113 INFO: [ epoch: 59 ] [ iter: 77,300 ] [ performance: 15.430 it/s ] [ lr: 5.00e-05 ] [ eta: 0:19:53 ] [ l_g_pix: 3.2623e-02 ] [ l_g_total: 3.2623e-02 ]
311
+ 2024-10-07 23:58:17,082 INFO: [ epoch: 59 ] [ iter: 77,400 ] [ performance: 21.742 it/s ] [ lr: 5.00e-05 ] [ eta: 0:19:47 ] [ l_g_pix: 2.3131e-02 ] [ l_g_total: 2.3131e-02 ]
312
+ 2024-10-07 23:58:20,833 INFO: [ epoch: 59 ] [ iter: 77,500 ] [ performance: 26.743 it/s ] [ lr: 5.00e-05 ] [ eta: 0:19:40 ] [ l_g_pix: 2.8108e-02 ] [ l_g_total: 2.8108e-02 ]
313
+ 2024-10-07 23:58:24,617 INFO: [ epoch: 59 ] [ iter: 77,600 ] [ performance: 26.513 it/s ] [ lr: 5.00e-05 ] [ eta: 0:19:34 ] [ l_g_pix: 2.7637e-02 ] [ l_g_total: 2.7637e-02 ]
314
+ 2024-10-07 23:58:28,420 INFO: [ epoch: 59 ] [ iter: 77,700 ] [ performance: 26.400 it/s ] [ lr: 5.00e-05 ] [ eta: 0:19:27 ] [ l_g_pix: 2.6954e-02 ] [ l_g_total: 2.6954e-02 ]
315
+ 2024-10-07 23:58:32,176 INFO: [ epoch: 59 ] [ iter: 77,800 ] [ performance: 26.577 it/s ] [ lr: 5.00e-05 ] [ eta: 0:19:21 ] [ l_g_pix: 1.8410e-02 ] [ l_g_total: 1.8410e-02 ]
316
+ 2024-10-07 23:58:35,891 INFO: [ epoch: 59 ] [ iter: 77,900 ] [ performance: 27.261 it/s ] [ lr: 5.00e-05 ] [ eta: 0:19:14 ] [ l_g_pix: 2.7845e-02 ] [ l_g_total: 2.7845e-02 ]
317
+ 2024-10-07 23:58:39,594 INFO: [ epoch: 59 ] [ iter: 78,000 ] [ performance: 27.073 it/s ] [ lr: 5.00e-05 ] [ eta: 0:19:08 ] [ l_g_pix: 2.6212e-02 ] [ l_g_total: 2.6212e-02 ]
318
+ 2024-10-07 23:58:43,356 INFO: [ epoch: 59 ] [ iter: 78,100 ] [ performance: 26.355 it/s ] [ lr: 5.00e-05 ] [ eta: 0:19:02 ] [ l_g_pix: 2.4027e-02 ] [ l_g_total: 2.4027e-02 ]
319
+ 2024-10-07 23:58:47,141 INFO: [ epoch: 59 ] [ iter: 78,200 ] [ performance: 26.411 it/s ] [ lr: 5.00e-05 ] [ eta: 0:18:55 ] [ l_g_pix: 3.1723e-02 ] [ l_g_total: 3.1723e-02 ]
320
+ 2024-10-07 23:58:50,910 INFO: [ epoch: 59 ] [ iter: 78,300 ] [ performance: 27.063 it/s ] [ lr: 5.00e-05 ] [ eta: 0:18:49 ] [ l_g_pix: 3.2504e-02 ] [ l_g_total: 3.2504e-02 ]
321
+ 2024-10-07 23:58:54,701 INFO: [ epoch: 59 ] [ iter: 78,400 ] [ performance: 26.538 it/s ] [ lr: 5.00e-05 ] [ eta: 0:18:43 ] [ l_g_pix: 2.2208e-02 ] [ l_g_total: 2.2208e-02 ]
322
+ 2024-10-07 23:58:58,398 INFO: [ epoch: 59 ] [ iter: 78,500 ] [ performance: 28.383 it/s ] [ lr: 5.00e-05 ] [ eta: 0:18:36 ] [ l_g_pix: 3.7121e-02 ] [ l_g_total: 3.7121e-02 ]
323
+ 2024-10-07 23:59:03,108 INFO: [ epoch: 60 ] [ iter: 78,600 ] [ performance: 22.474 it/s ] [ lr: 5.00e-05 ] [ eta: 0:18:31 ] [ l_g_pix: 3.1475e-02 ] [ l_g_total: 3.1475e-02 ]
324
+ 2024-10-07 23:59:06,965 INFO: [ epoch: 60 ] [ iter: 78,700 ] [ performance: 27.374 it/s ] [ lr: 5.00e-05 ] [ eta: 0:18:25 ] [ l_g_pix: 3.2024e-02 ] [ l_g_total: 3.2024e-02 ]
325
+ 2024-10-07 23:59:10,719 INFO: [ epoch: 60 ] [ iter: 78,800 ] [ performance: 26.798 it/s ] [ lr: 5.00e-05 ] [ eta: 0:18:18 ] [ l_g_pix: 3.9093e-02 ] [ l_g_total: 3.9093e-02 ]
326
+ 2024-10-07 23:59:14,471 INFO: [ epoch: 60 ] [ iter: 78,900 ] [ performance: 27.061 it/s ] [ lr: 5.00e-05 ] [ eta: 0:18:12 ] [ l_g_pix: 2.6521e-02 ] [ l_g_total: 2.6521e-02 ]
327
+ 2024-10-07 23:59:18,192 INFO: [ epoch: 60 ] [ iter: 79,000 ] [ performance: 26.917 it/s ] [ lr: 5.00e-05 ] [ eta: 0:18:06 ] [ l_g_pix: 4.2582e-02 ] [ l_g_total: 4.2582e-02 ]
328
+ 2024-10-07 23:59:21,995 INFO: [ epoch: 60 ] [ iter: 79,100 ] [ performance: 26.293 it/s ] [ lr: 5.00e-05 ] [ eta: 0:18:00 ] [ l_g_pix: 4.4876e-02 ] [ l_g_total: 4.4876e-02 ]
329
+ 2024-10-07 23:59:25,755 INFO: [ epoch: 60 ] [ iter: 79,200 ] [ performance: 26.540 it/s ] [ lr: 5.00e-05 ] [ eta: 0:17:53 ] [ l_g_pix: 3.8516e-02 ] [ l_g_total: 3.8516e-02 ]
330
+ 2024-10-07 23:59:29,529 INFO: [ epoch: 60 ] [ iter: 79,300 ] [ performance: 27.214 it/s ] [ lr: 5.00e-05 ] [ eta: 0:17:47 ] [ l_g_pix: 2.9751e-02 ] [ l_g_total: 2.9751e-02 ]
331
+ 2024-10-07 23:59:33,267 INFO: [ epoch: 60 ] [ iter: 79,400 ] [ performance: 26.847 it/s ] [ lr: 5.00e-05 ] [ eta: 0:17:41 ] [ l_g_pix: 2.8832e-02 ] [ l_g_total: 2.8832e-02 ]
332
+ 2024-10-07 23:59:37,006 INFO: [ epoch: 60 ] [ iter: 79,500 ] [ performance: 27.265 it/s ] [ lr: 5.00e-05 ] [ eta: 0:17:35 ] [ l_g_pix: 2.8619e-02 ] [ l_g_total: 2.8619e-02 ]
333
+ 2024-10-07 23:59:40,768 INFO: [ epoch: 60 ] [ iter: 79,600 ] [ performance: 26.710 it/s ] [ lr: 5.00e-05 ] [ eta: 0:17:29 ] [ l_g_pix: 3.5747e-02 ] [ l_g_total: 3.5747e-02 ]
334
+ 2024-10-07 23:59:44,498 INFO: [ epoch: 60 ] [ iter: 79,700 ] [ performance: 26.890 it/s ] [ lr: 5.00e-05 ] [ eta: 0:17:23 ] [ l_g_pix: 1.7383e-02 ] [ l_g_total: 1.7383e-02 ]
335
+ 2024-10-07 23:59:48,172 INFO: [ epoch: 60 ] [ iter: 79,800 ] [ performance: 27.157 it/s ] [ lr: 5.00e-05 ] [ eta: 0:17:17 ] [ l_g_pix: 3.2141e-02 ] [ l_g_total: 3.2141e-02 ]
336
+ 2024-10-07 23:59:53,103 INFO: [ epoch: 61 ] [ iter: 79,900 ] [ performance: 17.932 it/s ] [ lr: 5.00e-05 ] [ eta: 0:17:11 ] [ l_g_pix: 2.9255e-02 ] [ l_g_total: 2.9255e-02 ]
337
+ 2024-10-07 23:59:56,904 INFO: [ epoch: 61 ] [ iter: 80,000 ] [ performance: 24.340 it/s ] [ lr: 5.00e-05 ] [ eta: 0:17:05 ] [ l_g_pix: 3.0959e-02 ] [ l_g_total: 3.0959e-02 ]
338
+ 2024-10-07 23:59:56,904 INFO: Saving models and training states.
339
+ 2024-10-08 00:03:13,320 INFO: Validation val
340
+
341
+ # psnr: 27.1680........ Best: 27.1680 @ 80000 iter
342
+ # ssim: 0.7648........ Best: 0.7648 @ 80000 iter
343
+ # dists: 0.7735........ Best: 0.7734 @ 60000 iter
344
+
345
+ 2024-10-08 00:03:17,055 INFO: [ epoch: 61 ] [ iter: 80,100 ] [ performance: 27.238 it/s ] [ lr: 5.00e-05 ] [ eta: 0:19:10 ] [ l_g_pix: 2.4889e-02 ] [ l_g_total: 2.4889e-02 ]
346
+ 2024-10-08 00:03:20,793 INFO: [ epoch: 61 ] [ iter: 80,200 ] [ performance: 26.842 it/s ] [ lr: 5.00e-05 ] [ eta: 0:19:03 ] [ l_g_pix: 3.7653e-02 ] [ l_g_total: 3.7653e-02 ]
347
+ 2024-10-08 00:03:24,587 INFO: [ epoch: 61 ] [ iter: 80,300 ] [ performance: 26.409 it/s ] [ lr: 5.00e-05 ] [ eta: 0:18:56 ] [ l_g_pix: 3.0030e-02 ] [ l_g_total: 3.0030e-02 ]
348
+ 2024-10-08 00:03:28,358 INFO: [ epoch: 61 ] [ iter: 80,400 ] [ performance: 26.504 it/s ] [ lr: 5.00e-05 ] [ eta: 0:18:48 ] [ l_g_pix: 3.4603e-02 ] [ l_g_total: 3.4603e-02 ]
349
+ 2024-10-08 00:03:32,142 INFO: [ epoch: 61 ] [ iter: 80,500 ] [ performance: 26.526 it/s ] [ lr: 5.00e-05 ] [ eta: 0:18:41 ] [ l_g_pix: 3.2107e-02 ] [ l_g_total: 3.2107e-02 ]
350
+ 2024-10-08 00:03:35,849 INFO: [ epoch: 61 ] [ iter: 80,600 ] [ performance: 26.912 it/s ] [ lr: 5.00e-05 ] [ eta: 0:18:34 ] [ l_g_pix: 3.1606e-02 ] [ l_g_total: 3.1606e-02 ]
351
+ 2024-10-08 00:03:39,649 INFO: [ epoch: 61 ] [ iter: 80,700 ] [ performance: 26.405 it/s ] [ lr: 5.00e-05 ] [ eta: 0:18:27 ] [ l_g_pix: 2.6967e-02 ] [ l_g_total: 2.6967e-02 ]
352
+ 2024-10-08 00:03:43,415 INFO: [ epoch: 61 ] [ iter: 80,800 ] [ performance: 26.537 it/s ] [ lr: 5.00e-05 ] [ eta: 0:18:20 ] [ l_g_pix: 3.9004e-02 ] [ l_g_total: 3.9004e-02 ]
353
+ 2024-10-08 00:03:47,193 INFO: [ epoch: 61 ] [ iter: 80,900 ] [ performance: 27.120 it/s ] [ lr: 5.00e-05 ] [ eta: 0:18:13 ] [ l_g_pix: 1.8437e-02 ] [ l_g_total: 1.8437e-02 ]
354
+ 2024-10-08 00:03:50,974 INFO: [ epoch: 61 ] [ iter: 81,000 ] [ performance: 26.544 it/s ] [ lr: 5.00e-05 ] [ eta: 0:18:07 ] [ l_g_pix: 3.6684e-02 ] [ l_g_total: 3.6684e-02 ]
355
+ 2024-10-08 00:03:54,682 INFO: [ epoch: 61 ] [ iter: 81,100 ] [ performance: 29.268 it/s ] [ lr: 5.00e-05 ] [ eta: 0:18:00 ] [ l_g_pix: 2.1375e-02 ] [ l_g_total: 2.1375e-02 ]
356
+ 2024-10-08 00:03:59,545 INFO: [ epoch: 62 ] [ iter: 81,200 ] [ performance: 21.401 it/s ] [ lr: 5.00e-05 ] [ eta: 0:17:53 ] [ l_g_pix: 2.4179e-02 ] [ l_g_total: 2.4179e-02 ]
357
+ 2024-10-08 00:04:03,278 INFO: [ epoch: 62 ] [ iter: 81,300 ] [ performance: 27.072 it/s ] [ lr: 5.00e-05 ] [ eta: 0:17:46 ] [ l_g_pix: 2.5678e-02 ] [ l_g_total: 2.5678e-02 ]
358
+ 2024-10-08 00:04:07,056 INFO: [ epoch: 62 ] [ iter: 81,400 ] [ performance: 26.547 it/s ] [ lr: 5.00e-05 ] [ eta: 0:17:40 ] [ l_g_pix: 3.3237e-02 ] [ l_g_total: 3.3237e-02 ]
359
+ 2024-10-08 00:04:10,811 INFO: [ epoch: 62 ] [ iter: 81,500 ] [ performance: 27.138 it/s ] [ lr: 5.00e-05 ] [ eta: 0:17:33 ] [ l_g_pix: 3.4324e-02 ] [ l_g_total: 3.4324e-02 ]
360
+ 2024-10-08 00:04:14,573 INFO: [ epoch: 62 ] [ iter: 81,600 ] [ performance: 26.650 it/s ] [ lr: 5.00e-05 ] [ eta: 0:17:26 ] [ l_g_pix: 2.8577e-02 ] [ l_g_total: 2.8577e-02 ]
361
+ 2024-10-08 00:04:18,372 INFO: [ epoch: 62 ] [ iter: 81,700 ] [ performance: 26.143 it/s ] [ lr: 5.00e-05 ] [ eta: 0:17:19 ] [ l_g_pix: 2.9179e-02 ] [ l_g_total: 2.9179e-02 ]
362
+ 2024-10-08 00:04:22,147 INFO: [ epoch: 62 ] [ iter: 81,800 ] [ performance: 26.456 it/s ] [ lr: 5.00e-05 ] [ eta: 0:17:12 ] [ l_g_pix: 2.8634e-02 ] [ l_g_total: 2.8634e-02 ]
363
+ 2024-10-08 00:04:25,949 INFO: [ epoch: 62 ] [ iter: 81,900 ] [ performance: 26.478 it/s ] [ lr: 5.00e-05 ] [ eta: 0:17:06 ] [ l_g_pix: 2.9652e-02 ] [ l_g_total: 2.9652e-02 ]
364
+ 2024-10-08 00:04:29,728 INFO: [ epoch: 62 ] [ iter: 82,000 ] [ performance: 26.471 it/s ] [ lr: 5.00e-05 ] [ eta: 0:16:59 ] [ l_g_pix: 3.3416e-02 ] [ l_g_total: 3.3416e-02 ]
365
+ 2024-10-08 00:04:33,478 INFO: [ epoch: 62 ] [ iter: 82,100 ] [ performance: 26.404 it/s ] [ lr: 5.00e-05 ] [ eta: 0:16:52 ] [ l_g_pix: 3.3760e-02 ] [ l_g_total: 3.3760e-02 ]
366
+ 2024-10-08 00:04:37,263 INFO: [ epoch: 62 ] [ iter: 82,200 ] [ performance: 26.425 it/s ] [ lr: 5.00e-05 ] [ eta: 0:16:45 ] [ l_g_pix: 2.7533e-02 ] [ l_g_total: 2.7533e-02 ]
367
+ 2024-10-08 00:04:40,977 INFO: [ epoch: 62 ] [ iter: 82,300 ] [ performance: 26.375 it/s ] [ lr: 5.00e-05 ] [ eta: 0:16:39 ] [ l_g_pix: 2.8178e-02 ] [ l_g_total: 2.8178e-02 ]
368
+ 2024-10-08 00:04:44,636 INFO: [ epoch: 62 ] [ iter: 82,400 ] [ performance: 27.255 it/s ] [ lr: 5.00e-05 ] [ eta: 0:16:32 ] [ l_g_pix: 3.4374e-02 ] [ l_g_total: 3.4374e-02 ]
369
+ 2024-10-08 00:04:49,522 INFO: [ epoch: 63 ] [ iter: 82,500 ] [ performance: 28.362 it/s ] [ lr: 5.00e-05 ] [ eta: 0:16:26 ] [ l_g_pix: 3.0206e-02 ] [ l_g_total: 3.0206e-02 ]
370
+ 2024-10-08 00:04:53,302 INFO: [ epoch: 63 ] [ iter: 82,600 ] [ performance: 26.598 it/s ] [ lr: 5.00e-05 ] [ eta: 0:16:19 ] [ l_g_pix: 4.1267e-02 ] [ l_g_total: 4.1267e-02 ]
371
+ 2024-10-08 00:04:57,013 INFO: [ epoch: 63 ] [ iter: 82,700 ] [ performance: 28.047 it/s ] [ lr: 5.00e-05 ] [ eta: 0:16:13 ] [ l_g_pix: 2.4307e-02 ] [ l_g_total: 2.4307e-02 ]
372
+ 2024-10-08 00:05:00,782 INFO: [ epoch: 63 ] [ iter: 82,800 ] [ performance: 26.635 it/s ] [ lr: 5.00e-05 ] [ eta: 0:16:06 ] [ l_g_pix: 2.2818e-02 ] [ l_g_total: 2.2818e-02 ]
373
+ 2024-10-08 00:05:04,537 INFO: [ epoch: 63 ] [ iter: 82,900 ] [ performance: 27.149 it/s ] [ lr: 5.00e-05 ] [ eta: 0:16:00 ] [ l_g_pix: 3.5657e-02 ] [ l_g_total: 3.5657e-02 ]
374
+ 2024-10-08 00:05:08,283 INFO: [ epoch: 63 ] [ iter: 83,000 ] [ performance: 26.721 it/s ] [ lr: 5.00e-05 ] [ eta: 0:15:53 ] [ l_g_pix: 5.0934e-02 ] [ l_g_total: 5.0934e-02 ]
375
+ 2024-10-08 00:05:12,072 INFO: [ epoch: 63 ] [ iter: 83,100 ] [ performance: 26.893 it/s ] [ lr: 5.00e-05 ] [ eta: 0:15:46 ] [ l_g_pix: 4.4983e-02 ] [ l_g_total: 4.4983e-02 ]
376
+ 2024-10-08 00:05:15,832 INFO: [ epoch: 63 ] [ iter: 83,200 ] [ performance: 26.617 it/s ] [ lr: 5.00e-05 ] [ eta: 0:15:40 ] [ l_g_pix: 2.0496e-02 ] [ l_g_total: 2.0496e-02 ]
377
+ 2024-10-08 00:05:19,596 INFO: [ epoch: 63 ] [ iter: 83,300 ] [ performance: 27.279 it/s ] [ lr: 5.00e-05 ] [ eta: 0:15:33 ] [ l_g_pix: 3.0319e-02 ] [ l_g_total: 3.0319e-02 ]
378
+ 2024-10-08 00:05:23,374 INFO: [ epoch: 63 ] [ iter: 83,400 ] [ performance: 26.505 it/s ] [ lr: 5.00e-05 ] [ eta: 0:15:27 ] [ l_g_pix: 1.7210e-02 ] [ l_g_total: 1.7210e-02 ]
379
+ 2024-10-08 00:05:27,138 INFO: [ epoch: 63 ] [ iter: 83,500 ] [ performance: 28.002 it/s ] [ lr: 5.00e-05 ] [ eta: 0:15:20 ] [ l_g_pix: 3.2213e-02 ] [ l_g_total: 3.2213e-02 ]
380
+ 2024-10-08 00:05:30,854 INFO: [ epoch: 63 ] [ iter: 83,600 ] [ performance: 26.950 it/s ] [ lr: 5.00e-05 ] [ eta: 0:15:14 ] [ l_g_pix: 3.1282e-02 ] [ l_g_total: 3.1282e-02 ]
381
+ 2024-10-08 00:05:34,475 INFO: [ epoch: 63 ] [ iter: 83,700 ] [ performance: 29.901 it/s ] [ lr: 5.00e-05 ] [ eta: 0:15:07 ] [ l_g_pix: 3.2201e-02 ] [ l_g_total: 3.2201e-02 ]
382
+ 2024-10-08 00:05:39,217 INFO: [ epoch: 64 ] [ iter: 83,800 ] [ performance: 21.222 it/s ] [ lr: 5.00e-05 ] [ eta: 0:15:01 ] [ l_g_pix: 3.9422e-02 ] [ l_g_total: 3.9422e-02 ]
383
+ 2024-10-08 00:05:42,940 INFO: [ epoch: 64 ] [ iter: 83,900 ] [ performance: 27.833 it/s ] [ lr: 5.00e-05 ] [ eta: 0:14:55 ] [ l_g_pix: 3.6129e-02 ] [ l_g_total: 3.6129e-02 ]
384
+ 2024-10-08 00:05:46,706 INFO: [ epoch: 64 ] [ iter: 84,000 ] [ performance: 26.571 it/s ] [ lr: 5.00e-05 ] [ eta: 0:14:48 ] [ l_g_pix: 2.6805e-02 ] [ l_g_total: 2.6805e-02 ]
385
+ 2024-10-08 00:05:50,468 INFO: [ epoch: 64 ] [ iter: 84,100 ] [ performance: 26.581 it/s ] [ lr: 5.00e-05 ] [ eta: 0:14:42 ] [ l_g_pix: 3.2064e-02 ] [ l_g_total: 3.2064e-02 ]
386
+ 2024-10-08 00:05:54,239 INFO: [ epoch: 64 ] [ iter: 84,200 ] [ performance: 26.526 it/s ] [ lr: 5.00e-05 ] [ eta: 0:14:36 ] [ l_g_pix: 4.0149e-02 ] [ l_g_total: 4.0149e-02 ]
387
+ 2024-10-08 00:05:58,021 INFO: [ epoch: 64 ] [ iter: 84,300 ] [ performance: 26.487 it/s ] [ lr: 5.00e-05 ] [ eta: 0:14:29 ] [ l_g_pix: 3.4414e-02 ] [ l_g_total: 3.4414e-02 ]
388
+ 2024-10-08 00:06:01,761 INFO: [ epoch: 64 ] [ iter: 84,400 ] [ performance: 26.756 it/s ] [ lr: 5.00e-05 ] [ eta: 0:14:23 ] [ l_g_pix: 3.5462e-02 ] [ l_g_total: 3.5462e-02 ]
389
+ 2024-10-08 00:06:05,506 INFO: [ epoch: 64 ] [ iter: 84,500 ] [ performance: 26.731 it/s ] [ lr: 5.00e-05 ] [ eta: 0:14:17 ] [ l_g_pix: 3.2686e-02 ] [ l_g_total: 3.2686e-02 ]
390
+ 2024-10-08 00:06:09,268 INFO: [ epoch: 64 ] [ iter: 84,600 ] [ performance: 26.596 it/s ] [ lr: 5.00e-05 ] [ eta: 0:14:10 ] [ l_g_pix: 2.9497e-02 ] [ l_g_total: 2.9497e-02 ]
391
+ 2024-10-08 00:06:13,015 INFO: [ epoch: 64 ] [ iter: 84,700 ] [ performance: 26.644 it/s ] [ lr: 5.00e-05 ] [ eta: 0:14:04 ] [ l_g_pix: 2.4587e-02 ] [ l_g_total: 2.4587e-02 ]
392
+ 2024-10-08 00:06:16,742 INFO: [ epoch: 64 ] [ iter: 84,800 ] [ performance: 26.898 it/s ] [ lr: 5.00e-05 ] [ eta: 0:13:58 ] [ l_g_pix: 2.9461e-02 ] [ l_g_total: 2.9461e-02 ]
393
+ 2024-10-08 00:06:20,530 INFO: [ epoch: 64 ] [ iter: 84,900 ] [ performance: 26.648 it/s ] [ lr: 5.00e-05 ] [ eta: 0:13:51 ] [ l_g_pix: 2.3379e-02 ] [ l_g_total: 2.3379e-02 ]
394
+ 2024-10-08 00:06:24,139 INFO: [ epoch: 64 ] [ iter: 85,000 ] [ performance: 27.752 it/s ] [ lr: 5.00e-05 ] [ eta: 0:13:45 ] [ l_g_pix: 3.7675e-02 ] [ l_g_total: 3.7675e-02 ]
395
+ 2024-10-08 00:06:28,970 INFO: [ epoch: 65 ] [ iter: 85,100 ] [ performance: 23.646 it/s ] [ lr: 5.00e-05 ] [ eta: 0:13:39 ] [ l_g_pix: 2.6163e-02 ] [ l_g_total: 2.6163e-02 ]
396
+ 2024-10-08 00:06:32,732 INFO: [ epoch: 65 ] [ iter: 85,200 ] [ performance: 26.591 it/s ] [ lr: 5.00e-05 ] [ eta: 0:13:33 ] [ l_g_pix: 2.8534e-02 ] [ l_g_total: 2.8534e-02 ]
397
+ 2024-10-08 00:06:36,529 INFO: [ epoch: 65 ] [ iter: 85,300 ] [ performance: 26.463 it/s ] [ lr: 5.00e-05 ] [ eta: 0:13:27 ] [ l_g_pix: 3.0948e-02 ] [ l_g_total: 3.0948e-02 ]
398
+ 2024-10-08 00:06:40,293 INFO: [ epoch: 65 ] [ iter: 85,400 ] [ performance: 26.659 it/s ] [ lr: 5.00e-05 ] [ eta: 0:13:21 ] [ l_g_pix: 2.7339e-02 ] [ l_g_total: 2.7339e-02 ]
399
+ 2024-10-08 00:06:44,092 INFO: [ epoch: 65 ] [ iter: 85,500 ] [ performance: 26.488 it/s ] [ lr: 5.00e-05 ] [ eta: 0:13:15 ] [ l_g_pix: 3.4823e-02 ] [ l_g_total: 3.4823e-02 ]
400
+ 2024-10-08 00:06:47,839 INFO: [ epoch: 65 ] [ iter: 85,600 ] [ performance: 26.696 it/s ] [ lr: 5.00e-05 ] [ eta: 0:13:08 ] [ l_g_pix: 3.9762e-02 ] [ l_g_total: 3.9762e-02 ]
401
+ 2024-10-08 00:06:51,575 INFO: [ epoch: 65 ] [ iter: 85,700 ] [ performance: 26.737 it/s ] [ lr: 5.00e-05 ] [ eta: 0:13:02 ] [ l_g_pix: 3.3652e-02 ] [ l_g_total: 3.3652e-02 ]
402
+ 2024-10-08 00:06:55,315 INFO: [ epoch: 65 ] [ iter: 85,800 ] [ performance: 26.792 it/s ] [ lr: 5.00e-05 ] [ eta: 0:12:56 ] [ l_g_pix: 2.4816e-02 ] [ l_g_total: 2.4816e-02 ]
403
+ 2024-10-08 00:06:59,039 INFO: [ epoch: 65 ] [ iter: 85,900 ] [ performance: 26.826 it/s ] [ lr: 5.00e-05 ] [ eta: 0:12:50 ] [ l_g_pix: 2.7774e-02 ] [ l_g_total: 2.7774e-02 ]
404
+ 2024-10-08 00:07:02,812 INFO: [ epoch: 65 ] [ iter: 86,000 ] [ performance: 26.588 it/s ] [ lr: 5.00e-05 ] [ eta: 0:12:44 ] [ l_g_pix: 4.3107e-02 ] [ l_g_total: 4.3107e-02 ]
405
+ 2024-10-08 00:07:06,583 INFO: [ epoch: 65 ] [ iter: 86,100 ] [ performance: 26.553 it/s ] [ lr: 5.00e-05 ] [ eta: 0:12:38 ] [ l_g_pix: 3.9955e-02 ] [ l_g_total: 3.9955e-02 ]
406
+ 2024-10-08 00:07:10,395 INFO: [ epoch: 65 ] [ iter: 86,200 ] [ performance: 26.281 it/s ] [ lr: 5.00e-05 ] [ eta: 0:12:32 ] [ l_g_pix: 2.2535e-02 ] [ l_g_total: 2.2535e-02 ]
407
+ 2024-10-08 00:07:14,019 INFO: [ epoch: 65 ] [ iter: 86,300 ] [ performance: 26.959 it/s ] [ lr: 5.00e-05 ] [ eta: 0:12:25 ] [ l_g_pix: 2.4020e-02 ] [ l_g_total: 2.4020e-02 ]
408
+ 2024-10-08 00:07:19,009 INFO: [ epoch: 66 ] [ iter: 86,400 ] [ performance: 19.319 it/s ] [ lr: 5.00e-05 ] [ eta: 0:12:20 ] [ l_g_pix: 3.1507e-02 ] [ l_g_total: 3.1507e-02 ]
409
+ 2024-10-08 00:07:22,795 INFO: [ epoch: 66 ] [ iter: 86,500 ] [ performance: 22.524 it/s ] [ lr: 5.00e-05 ] [ eta: 0:12:14 ] [ l_g_pix: 3.3587e-02 ] [ l_g_total: 3.3587e-02 ]
410
+ 2024-10-08 00:07:26,569 INFO: [ epoch: 66 ] [ iter: 86,600 ] [ performance: 26.694 it/s ] [ lr: 5.00e-05 ] [ eta: 0:12:08 ] [ l_g_pix: 3.8204e-02 ] [ l_g_total: 3.8204e-02 ]
411
+ 2024-10-08 00:07:30,394 INFO: [ epoch: 66 ] [ iter: 86,700 ] [ performance: 26.402 it/s ] [ lr: 5.00e-05 ] [ eta: 0:12:02 ] [ l_g_pix: 3.4810e-02 ] [ l_g_total: 3.4810e-02 ]
412
+ 2024-10-08 00:07:34,146 INFO: [ epoch: 66 ] [ iter: 86,800 ] [ performance: 26.773 it/s ] [ lr: 5.00e-05 ] [ eta: 0:11:56 ] [ l_g_pix: 3.6082e-02 ] [ l_g_total: 3.6082e-02 ]
413
+ 2024-10-08 00:07:37,943 INFO: [ epoch: 66 ] [ iter: 86,900 ] [ performance: 26.540 it/s ] [ lr: 5.00e-05 ] [ eta: 0:11:50 ] [ l_g_pix: 3.8246e-02 ] [ l_g_total: 3.8246e-02 ]
414
+ 2024-10-08 00:07:41,690 INFO: [ epoch: 66 ] [ iter: 87,000 ] [ performance: 26.758 it/s ] [ lr: 5.00e-05 ] [ eta: 0:11:44 ] [ l_g_pix: 2.2963e-02 ] [ l_g_total: 2.2963e-02 ]
415
+ 2024-10-08 00:07:45,463 INFO: [ epoch: 66 ] [ iter: 87,100 ] [ performance: 26.627 it/s ] [ lr: 5.00e-05 ] [ eta: 0:11:38 ] [ l_g_pix: 3.1155e-02 ] [ l_g_total: 3.1155e-02 ]
416
+ 2024-10-08 00:07:49,235 INFO: [ epoch: 66 ] [ iter: 87,200 ] [ performance: 26.504 it/s ] [ lr: 5.00e-05 ] [ eta: 0:11:32 ] [ l_g_pix: 3.5109e-02 ] [ l_g_total: 3.5109e-02 ]
417
+ 2024-10-08 00:07:53,008 INFO: [ epoch: 66 ] [ iter: 87,300 ] [ performance: 26.504 it/s ] [ lr: 5.00e-05 ] [ eta: 0:11:26 ] [ l_g_pix: 3.6410e-02 ] [ l_g_total: 3.6410e-02 ]
418
+ 2024-10-08 00:07:56,746 INFO: [ epoch: 66 ] [ iter: 87,400 ] [ performance: 26.749 it/s ] [ lr: 5.00e-05 ] [ eta: 0:11:20 ] [ l_g_pix: 2.8886e-02 ] [ l_g_total: 2.8886e-02 ]
419
+ 2024-10-08 00:08:00,513 INFO: [ epoch: 66 ] [ iter: 87,500 ] [ performance: 26.642 it/s ] [ lr: 5.00e-05 ] [ eta: 0:11:14 ] [ l_g_pix: 2.2499e-02 ] [ l_g_total: 2.2499e-02 ]
420
+ 2024-10-08 00:08:04,060 INFO: [ epoch: 66 ] [ iter: 87,600 ] [ performance: 28.629 it/s ] [ lr: 5.00e-05 ] [ eta: 0:11:08 ] [ l_g_pix: 2.7889e-02 ] [ l_g_total: 2.7889e-02 ]
421
+ 2024-10-08 00:08:09,033 INFO: [ epoch: 67 ] [ iter: 87,700 ] [ performance: 23.251 it/s ] [ lr: 5.00e-05 ] [ eta: 0:11:02 ] [ l_g_pix: 4.0016e-02 ] [ l_g_total: 4.0016e-02 ]
422
+ 2024-10-08 00:08:12,785 INFO: [ epoch: 67 ] [ iter: 87,800 ] [ performance: 26.946 it/s ] [ lr: 5.00e-05 ] [ eta: 0:10:56 ] [ l_g_pix: 1.8229e-02 ] [ l_g_total: 1.8229e-02 ]
423
+ 2024-10-08 00:08:16,538 INFO: [ epoch: 67 ] [ iter: 87,900 ] [ performance: 26.782 it/s ] [ lr: 5.00e-05 ] [ eta: 0:10:50 ] [ l_g_pix: 2.8864e-02 ] [ l_g_total: 2.8864e-02 ]
424
+ 2024-10-08 00:08:20,295 INFO: [ epoch: 67 ] [ iter: 88,000 ] [ performance: 26.666 it/s ] [ lr: 5.00e-05 ] [ eta: 0:10:44 ] [ l_g_pix: 3.8253e-02 ] [ l_g_total: 3.8253e-02 ]
425
+ 2024-10-08 00:08:23,999 INFO: [ epoch: 67 ] [ iter: 88,100 ] [ performance: 26.854 it/s ] [ lr: 5.00e-05 ] [ eta: 0:10:39 ] [ l_g_pix: 2.1844e-02 ] [ l_g_total: 2.1844e-02 ]
426
+ 2024-10-08 00:08:27,742 INFO: [ epoch: 67 ] [ iter: 88,200 ] [ performance: 26.778 it/s ] [ lr: 5.00e-05 ] [ eta: 0:10:33 ] [ l_g_pix: 3.8789e-02 ] [ l_g_total: 3.8789e-02 ]
427
+ 2024-10-08 00:08:31,561 INFO: [ epoch: 67 ] [ iter: 88,300 ] [ performance: 26.449 it/s ] [ lr: 5.00e-05 ] [ eta: 0:10:27 ] [ l_g_pix: 3.8126e-02 ] [ l_g_total: 3.8126e-02 ]
428
+ 2024-10-08 00:08:35,352 INFO: [ epoch: 67 ] [ iter: 88,400 ] [ performance: 26.351 it/s ] [ lr: 5.00e-05 ] [ eta: 0:10:21 ] [ l_g_pix: 3.1188e-02 ] [ l_g_total: 3.1188e-02 ]
429
+ 2024-10-08 00:08:39,120 INFO: [ epoch: 67 ] [ iter: 88,500 ] [ performance: 26.460 it/s ] [ lr: 5.00e-05 ] [ eta: 0:10:15 ] [ l_g_pix: 4.4081e-02 ] [ l_g_total: 4.4081e-02 ]
430
+ 2024-10-08 00:08:42,884 INFO: [ epoch: 67 ] [ iter: 88,600 ] [ performance: 26.662 it/s ] [ lr: 5.00e-05 ] [ eta: 0:10:09 ] [ l_g_pix: 3.0804e-02 ] [ l_g_total: 3.0804e-02 ]
431
+ 2024-10-08 00:08:46,654 INFO: [ epoch: 67 ] [ iter: 88,700 ] [ performance: 26.588 it/s ] [ lr: 5.00e-05 ] [ eta: 0:10:04 ] [ l_g_pix: 2.3615e-02 ] [ l_g_total: 2.3615e-02 ]
432
+ 2024-10-08 00:08:50,378 INFO: [ epoch: 67 ] [ iter: 88,800 ] [ performance: 26.981 it/s ] [ lr: 5.00e-05 ] [ eta: 0:09:58 ] [ l_g_pix: 2.8238e-02 ] [ l_g_total: 2.8238e-02 ]
433
+ 2024-10-08 00:08:53,853 INFO: [ epoch: 67 ] [ iter: 88,900 ] [ performance: 27.972 it/s ] [ lr: 5.00e-05 ] [ eta: 0:09:52 ] [ l_g_pix: 2.6224e-02 ] [ l_g_total: 2.6224e-02 ]
434
+ 2024-10-08 00:08:58,608 INFO: [ epoch: 68 ] [ iter: 89,000 ] [ performance: 23.425 it/s ] [ lr: 5.00e-05 ] [ eta: 0:09:46 ] [ l_g_pix: 2.8743e-02 ] [ l_g_total: 2.8743e-02 ]
435
+ 2024-10-08 00:09:02,319 INFO: [ epoch: 68 ] [ iter: 89,100 ] [ performance: 25.308 it/s ] [ lr: 5.00e-05 ] [ eta: 0:09:41 ] [ l_g_pix: 2.7976e-02 ] [ l_g_total: 2.7976e-02 ]
436
+ 2024-10-08 00:09:06,078 INFO: [ epoch: 68 ] [ iter: 89,200 ] [ performance: 26.779 it/s ] [ lr: 5.00e-05 ] [ eta: 0:09:35 ] [ l_g_pix: 3.2888e-02 ] [ l_g_total: 3.2888e-02 ]
437
+ 2024-10-08 00:09:09,846 INFO: [ epoch: 68 ] [ iter: 89,300 ] [ performance: 26.645 it/s ] [ lr: 5.00e-05 ] [ eta: 0:09:29 ] [ l_g_pix: 2.4130e-02 ] [ l_g_total: 2.4130e-02 ]
438
+ 2024-10-08 00:09:13,568 INFO: [ epoch: 68 ] [ iter: 89,400 ] [ performance: 27.074 it/s ] [ lr: 5.00e-05 ] [ eta: 0:09:23 ] [ l_g_pix: 2.7664e-02 ] [ l_g_total: 2.7664e-02 ]
439
+ 2024-10-08 00:09:17,268 INFO: [ epoch: 68 ] [ iter: 89,500 ] [ performance: 27.053 it/s ] [ lr: 5.00e-05 ] [ eta: 0:09:18 ] [ l_g_pix: 3.0617e-02 ] [ l_g_total: 3.0617e-02 ]
440
+ 2024-10-08 00:09:21,027 INFO: [ epoch: 68 ] [ iter: 89,600 ] [ performance: 26.676 it/s ] [ lr: 5.00e-05 ] [ eta: 0:09:12 ] [ l_g_pix: 3.5156e-02 ] [ l_g_total: 3.5156e-02 ]
441
+ 2024-10-08 00:09:24,779 INFO: [ epoch: 68 ] [ iter: 89,700 ] [ performance: 26.665 it/s ] [ lr: 5.00e-05 ] [ eta: 0:09:06 ] [ l_g_pix: 2.1235e-02 ] [ l_g_total: 2.1235e-02 ]
442
+ 2024-10-08 00:09:28,563 INFO: [ epoch: 68 ] [ iter: 89,800 ] [ performance: 26.483 it/s ] [ lr: 5.00e-05 ] [ eta: 0:09:00 ] [ l_g_pix: 3.1169e-02 ] [ l_g_total: 3.1169e-02 ]
443
+ 2024-10-08 00:09:32,287 INFO: [ epoch: 68 ] [ iter: 89,900 ] [ performance: 26.702 it/s ] [ lr: 5.00e-05 ] [ eta: 0:08:55 ] [ l_g_pix: 5.7416e-02 ] [ l_g_total: 5.7416e-02 ]
444
+ 2024-10-08 00:09:36,005 INFO: [ epoch: 68 ] [ iter: 90,000 ] [ performance: 27.052 it/s ] [ lr: 5.00e-05 ] [ eta: 0:08:49 ] [ l_g_pix: 2.9122e-02 ] [ l_g_total: 2.9122e-02 ]
445
+ 2024-10-08 00:09:36,006 INFO: Saving models and training states.
446
+ 2024-10-08 00:12:34,603 INFO: Validation val
447
+
448
+ # psnr: 27.1804........ Best: 27.1804 @ 90000 iter
449
+ # ssim: 0.7653........ Best: 0.7653 @ 90000 iter
450
+ # dists: 0.7734........ Best: 0.7734 @ 60000 iter
451
+
452
+ 2024-10-08 00:12:38,348 INFO: [ epoch: 68 ] [ iter: 90,100 ] [ performance: 26.906 it/s ] [ lr: 5.00e-05 ] [ eta: 0:09:28 ] [ l_g_pix: 3.6326e-02 ] [ l_g_total: 3.6326e-02 ]
453
+ 2024-10-08 00:12:41,856 INFO: [ epoch: 68 ] [ iter: 90,200 ] [ performance: 29.213 it/s ] [ lr: 5.00e-05 ] [ eta: 0:09:21 ] [ l_g_pix: 3.3651e-02 ] [ l_g_total: 3.3651e-02 ]
454
+ 2024-10-08 00:12:46,801 INFO: [ epoch: 69 ] [ iter: 90,300 ] [ performance: 23.159 it/s ] [ lr: 5.00e-05 ] [ eta: 0:09:15 ] [ l_g_pix: 2.4408e-02 ] [ l_g_total: 2.4408e-02 ]
455
+ 2024-10-08 00:12:50,550 INFO: [ epoch: 69 ] [ iter: 90,400 ] [ performance: 26.941 it/s ] [ lr: 5.00e-05 ] [ eta: 0:09:09 ] [ l_g_pix: 3.0187e-02 ] [ l_g_total: 3.0187e-02 ]
456
+ 2024-10-08 00:12:54,309 INFO: [ epoch: 69 ] [ iter: 90,500 ] [ performance: 26.743 it/s ] [ lr: 5.00e-05 ] [ eta: 0:09:03 ] [ l_g_pix: 2.9232e-02 ] [ l_g_total: 2.9232e-02 ]
457
+ 2024-10-08 00:12:58,031 INFO: [ epoch: 69 ] [ iter: 90,600 ] [ performance: 26.869 it/s ] [ lr: 5.00e-05 ] [ eta: 0:08:57 ] [ l_g_pix: 1.9398e-02 ] [ l_g_total: 1.9398e-02 ]
458
+ 2024-10-08 00:13:01,817 INFO: [ epoch: 69 ] [ iter: 90,700 ] [ performance: 26.597 it/s ] [ lr: 5.00e-05 ] [ eta: 0:08:51 ] [ l_g_pix: 3.5645e-02 ] [ l_g_total: 3.5645e-02 ]
459
+ 2024-10-08 00:13:05,568 INFO: [ epoch: 69 ] [ iter: 90,800 ] [ performance: 26.794 it/s ] [ lr: 5.00e-05 ] [ eta: 0:08:44 ] [ l_g_pix: 2.3215e-02 ] [ l_g_total: 2.3215e-02 ]
460
+ 2024-10-08 00:13:09,311 INFO: [ epoch: 69 ] [ iter: 90,900 ] [ performance: 26.754 it/s ] [ lr: 5.00e-05 ] [ eta: 0:08:38 ] [ l_g_pix: 3.3203e-02 ] [ l_g_total: 3.3203e-02 ]
461
+ 2024-10-08 00:13:13,019 INFO: [ epoch: 69 ] [ iter: 91,000 ] [ performance: 27.178 it/s ] [ lr: 5.00e-05 ] [ eta: 0:08:32 ] [ l_g_pix: 3.9244e-02 ] [ l_g_total: 3.9244e-02 ]
462
+ 2024-10-08 00:13:16,799 INFO: [ epoch: 69 ] [ iter: 91,100 ] [ performance: 26.744 it/s ] [ lr: 5.00e-05 ] [ eta: 0:08:26 ] [ l_g_pix: 3.0857e-02 ] [ l_g_total: 3.0857e-02 ]
463
+ 2024-10-08 00:13:20,568 INFO: [ epoch: 69 ] [ iter: 91,200 ] [ performance: 26.561 it/s ] [ lr: 5.00e-05 ] [ eta: 0:08:20 ] [ l_g_pix: 2.7651e-02 ] [ l_g_total: 2.7651e-02 ]
464
+ 2024-10-08 00:13:24,332 INFO: [ epoch: 69 ] [ iter: 91,300 ] [ performance: 26.568 it/s ] [ lr: 5.00e-05 ] [ eta: 0:08:14 ] [ l_g_pix: 4.0133e-02 ] [ l_g_total: 4.0133e-02 ]
465
+ 2024-10-08 00:13:28,080 INFO: [ epoch: 69 ] [ iter: 91,400 ] [ performance: 26.898 it/s ] [ lr: 5.00e-05 ] [ eta: 0:08:08 ] [ l_g_pix: 1.6140e-02 ] [ l_g_total: 1.6140e-02 ]
466
+ 2024-10-08 00:13:31,565 INFO: [ epoch: 69 ] [ iter: 91,500 ] [ performance: 27.971 it/s ] [ lr: 5.00e-05 ] [ eta: 0:08:02 ] [ l_g_pix: 3.1317e-02 ] [ l_g_total: 3.1317e-02 ]
467
+ 2024-10-08 00:13:36,649 INFO: [ epoch: 70 ] [ iter: 91,600 ] [ performance: 27.575 it/s ] [ lr: 5.00e-05 ] [ eta: 0:07:56 ] [ l_g_pix: 3.1243e-02 ] [ l_g_total: 3.1243e-02 ]
468
+ 2024-10-08 00:13:40,415 INFO: [ epoch: 70 ] [ iter: 91,700 ] [ performance: 26.946 it/s ] [ lr: 5.00e-05 ] [ eta: 0:07:50 ] [ l_g_pix: 2.9054e-02 ] [ l_g_total: 2.9054e-02 ]
469
+ 2024-10-08 00:13:44,169 INFO: [ epoch: 70 ] [ iter: 91,800 ] [ performance: 26.776 it/s ] [ lr: 5.00e-05 ] [ eta: 0:07:44 ] [ l_g_pix: 2.8139e-02 ] [ l_g_total: 2.8139e-02 ]
470
+ 2024-10-08 00:13:47,869 INFO: [ epoch: 70 ] [ iter: 91,900 ] [ performance: 26.932 it/s ] [ lr: 5.00e-05 ] [ eta: 0:07:38 ] [ l_g_pix: 3.5133e-02 ] [ l_g_total: 3.5133e-02 ]
471
+ 2024-10-08 00:13:51,599 INFO: [ epoch: 70 ] [ iter: 92,000 ] [ performance: 26.925 it/s ] [ lr: 5.00e-05 ] [ eta: 0:07:32 ] [ l_g_pix: 1.3965e-02 ] [ l_g_total: 1.3965e-02 ]
472
+ 2024-10-08 00:13:55,316 INFO: [ epoch: 70 ] [ iter: 92,100 ] [ performance: 26.914 it/s ] [ lr: 5.00e-05 ] [ eta: 0:07:26 ] [ l_g_pix: 2.8836e-02 ] [ l_g_total: 2.8836e-02 ]
473
+ 2024-10-08 00:13:59,072 INFO: [ epoch: 70 ] [ iter: 92,200 ] [ performance: 26.589 it/s ] [ lr: 5.00e-05 ] [ eta: 0:07:20 ] [ l_g_pix: 3.3900e-02 ] [ l_g_total: 3.3900e-02 ]
474
+ 2024-10-08 00:14:02,790 INFO: [ epoch: 70 ] [ iter: 92,300 ] [ performance: 26.783 it/s ] [ lr: 5.00e-05 ] [ eta: 0:07:14 ] [ l_g_pix: 4.3716e-02 ] [ l_g_total: 4.3716e-02 ]
475
+ 2024-10-08 00:14:06,532 INFO: [ epoch: 70 ] [ iter: 92,400 ] [ performance: 26.924 it/s ] [ lr: 5.00e-05 ] [ eta: 0:07:08 ] [ l_g_pix: 1.8829e-02 ] [ l_g_total: 1.8829e-02 ]
476
+ 2024-10-08 00:14:10,237 INFO: [ epoch: 70 ] [ iter: 92,500 ] [ performance: 26.968 it/s ] [ lr: 5.00e-05 ] [ eta: 0:07:02 ] [ l_g_pix: 2.9150e-02 ] [ l_g_total: 2.9150e-02 ]
477
+ 2024-10-08 00:14:14,037 INFO: [ epoch: 70 ] [ iter: 92,600 ] [ performance: 26.623 it/s ] [ lr: 5.00e-05 ] [ eta: 0:06:56 ] [ l_g_pix: 2.3180e-02 ] [ l_g_total: 2.3180e-02 ]
478
+ 2024-10-08 00:14:17,816 INFO: [ epoch: 70 ] [ iter: 92,700 ] [ performance: 26.527 it/s ] [ lr: 5.00e-05 ] [ eta: 0:06:50 ] [ l_g_pix: 3.1408e-02 ] [ l_g_total: 3.1408e-02 ]
479
+ 2024-10-08 00:14:21,412 INFO: [ epoch: 70 ] [ iter: 92,800 ] [ performance: 27.412 it/s ] [ lr: 5.00e-05 ] [ eta: 0:06:44 ] [ l_g_pix: 2.5088e-02 ] [ l_g_total: 2.5088e-02 ]
480
+ 2024-10-08 00:14:26,388 INFO: [ epoch: 71 ] [ iter: 92,900 ] [ performance: 22.257 it/s ] [ lr: 5.00e-05 ] [ eta: 0:06:38 ] [ l_g_pix: 3.0070e-02 ] [ l_g_total: 3.0070e-02 ]
481
+ 2024-10-08 00:14:30,111 INFO: [ epoch: 71 ] [ iter: 93,000 ] [ performance: 26.795 it/s ] [ lr: 5.00e-05 ] [ eta: 0:06:32 ] [ l_g_pix: 2.0417e-02 ] [ l_g_total: 2.0417e-02 ]
482
+ 2024-10-08 00:14:33,866 INFO: [ epoch: 71 ] [ iter: 93,100 ] [ performance: 26.691 it/s ] [ lr: 5.00e-05 ] [ eta: 0:06:26 ] [ l_g_pix: 3.8164e-02 ] [ l_g_total: 3.8164e-02 ]
483
+ 2024-10-08 00:14:37,671 INFO: [ epoch: 71 ] [ iter: 93,200 ] [ performance: 26.276 it/s ] [ lr: 5.00e-05 ] [ eta: 0:06:20 ] [ l_g_pix: 5.0504e-02 ] [ l_g_total: 5.0504e-02 ]
484
+ 2024-10-08 00:14:41,415 INFO: [ epoch: 71 ] [ iter: 93,300 ] [ performance: 26.557 it/s ] [ lr: 5.00e-05 ] [ eta: 0:06:15 ] [ l_g_pix: 2.7195e-02 ] [ l_g_total: 2.7195e-02 ]
485
+ 2024-10-08 00:14:45,116 INFO: [ epoch: 71 ] [ iter: 93,400 ] [ performance: 27.163 it/s ] [ lr: 5.00e-05 ] [ eta: 0:06:09 ] [ l_g_pix: 4.4327e-02 ] [ l_g_total: 4.4327e-02 ]
486
+ 2024-10-08 00:14:48,838 INFO: [ epoch: 71 ] [ iter: 93,500 ] [ performance: 26.975 it/s ] [ lr: 5.00e-05 ] [ eta: 0:06:03 ] [ l_g_pix: 2.6049e-02 ] [ l_g_total: 2.6049e-02 ]
487
+ 2024-10-08 00:14:52,584 INFO: [ epoch: 71 ] [ iter: 93,600 ] [ performance: 26.856 it/s ] [ lr: 5.00e-05 ] [ eta: 0:05:57 ] [ l_g_pix: 3.2425e-02 ] [ l_g_total: 3.2425e-02 ]
488
+ 2024-10-08 00:14:56,304 INFO: [ epoch: 71 ] [ iter: 93,700 ] [ performance: 26.886 it/s ] [ lr: 5.00e-05 ] [ eta: 0:05:51 ] [ l_g_pix: 3.4771e-02 ] [ l_g_total: 3.4771e-02 ]
489
+ 2024-10-08 00:15:00,064 INFO: [ epoch: 71 ] [ iter: 93,800 ] [ performance: 26.606 it/s ] [ lr: 5.00e-05 ] [ eta: 0:05:45 ] [ l_g_pix: 2.7498e-02 ] [ l_g_total: 2.7498e-02 ]
490
+ 2024-10-08 00:15:03,819 INFO: [ epoch: 71 ] [ iter: 93,900 ] [ performance: 26.627 it/s ] [ lr: 5.00e-05 ] [ eta: 0:05:39 ] [ l_g_pix: 2.2138e-02 ] [ l_g_total: 2.2138e-02 ]
491
+ 2024-10-08 00:15:07,518 INFO: [ epoch: 71 ] [ iter: 94,000 ] [ performance: 27.052 it/s ] [ lr: 5.00e-05 ] [ eta: 0:05:34 ] [ l_g_pix: 3.7131e-02 ] [ l_g_total: 3.7131e-02 ]
492
+ 2024-10-08 00:15:11,911 INFO: [ epoch: 72 ] [ iter: 94,100 ] [ performance: 24.056 it/s ] [ lr: 5.00e-05 ] [ eta: 0:05:28 ] [ l_g_pix: 1.6049e-02 ] [ l_g_total: 1.6049e-02 ]
493
+ 2024-10-08 00:15:16,168 INFO: [ epoch: 72 ] [ iter: 94,200 ] [ performance: 26.297 it/s ] [ lr: 5.00e-05 ] [ eta: 0:05:22 ] [ l_g_pix: 1.8199e-02 ] [ l_g_total: 1.8199e-02 ]
494
+ 2024-10-08 00:15:19,933 INFO: [ epoch: 72 ] [ iter: 94,300 ] [ performance: 26.478 it/s ] [ lr: 5.00e-05 ] [ eta: 0:05:16 ] [ l_g_pix: 2.7448e-02 ] [ l_g_total: 2.7448e-02 ]
495
+ 2024-10-08 00:15:23,643 INFO: [ epoch: 72 ] [ iter: 94,400 ] [ performance: 27.001 it/s ] [ lr: 5.00e-05 ] [ eta: 0:05:10 ] [ l_g_pix: 2.5651e-02 ] [ l_g_total: 2.5651e-02 ]
496
+ 2024-10-08 00:15:27,420 INFO: [ epoch: 72 ] [ iter: 94,500 ] [ performance: 26.649 it/s ] [ lr: 5.00e-05 ] [ eta: 0:05:05 ] [ l_g_pix: 3.0134e-02 ] [ l_g_total: 3.0134e-02 ]
497
+ 2024-10-08 00:15:31,171 INFO: [ epoch: 72 ] [ iter: 94,600 ] [ performance: 27.073 it/s ] [ lr: 5.00e-05 ] [ eta: 0:04:59 ] [ l_g_pix: 3.0629e-02 ] [ l_g_total: 3.0629e-02 ]
498
+ 2024-10-08 00:15:34,932 INFO: [ epoch: 72 ] [ iter: 94,700 ] [ performance: 26.749 it/s ] [ lr: 5.00e-05 ] [ eta: 0:04:53 ] [ l_g_pix: 3.5409e-02 ] [ l_g_total: 3.5409e-02 ]
499
+ 2024-10-08 00:15:38,697 INFO: [ epoch: 72 ] [ iter: 94,800 ] [ performance: 26.572 it/s ] [ lr: 5.00e-05 ] [ eta: 0:04:47 ] [ l_g_pix: 3.8758e-02 ] [ l_g_total: 3.8758e-02 ]
500
+ 2024-10-08 00:15:42,458 INFO: [ epoch: 72 ] [ iter: 94,900 ] [ performance: 26.592 it/s ] [ lr: 5.00e-05 ] [ eta: 0:04:42 ] [ l_g_pix: 3.7732e-02 ] [ l_g_total: 3.7732e-02 ]
501
+ 2024-10-08 00:15:46,211 INFO: [ epoch: 72 ] [ iter: 95,000 ] [ performance: 26.595 it/s ] [ lr: 5.00e-05 ] [ eta: 0:04:36 ] [ l_g_pix: 3.2318e-02 ] [ l_g_total: 3.2318e-02 ]
502
+ 2024-10-08 00:15:49,999 INFO: [ epoch: 72 ] [ iter: 95,100 ] [ performance: 26.464 it/s ] [ lr: 5.00e-05 ] [ eta: 0:04:30 ] [ l_g_pix: 2.9428e-02 ] [ l_g_total: 2.9428e-02 ]
503
+ 2024-10-08 00:15:53,723 INFO: [ epoch: 72 ] [ iter: 95,200 ] [ performance: 26.644 it/s ] [ lr: 5.00e-05 ] [ eta: 0:04:25 ] [ l_g_pix: 3.0999e-02 ] [ l_g_total: 3.0999e-02 ]
504
+ 2024-10-08 00:15:57,442 INFO: [ epoch: 72 ] [ iter: 95,300 ] [ performance: 26.818 it/s ] [ lr: 5.00e-05 ] [ eta: 0:04:19 ] [ l_g_pix: 1.7841e-02 ] [ l_g_total: 1.7841e-02 ]
505
+ 2024-10-08 00:16:02,088 INFO: [ epoch: 73 ] [ iter: 95,400 ] [ performance: 16.337 it/s ] [ lr: 5.00e-05 ] [ eta: 0:04:13 ] [ l_g_pix: 1.6899e-02 ] [ l_g_total: 1.6899e-02 ]
506
+ 2024-10-08 00:16:06,061 INFO: [ epoch: 73 ] [ iter: 95,500 ] [ performance: 21.605 it/s ] [ lr: 5.00e-05 ] [ eta: 0:04:08 ] [ l_g_pix: 2.1255e-02 ] [ l_g_total: 2.1255e-02 ]
507
+ 2024-10-08 00:16:09,833 INFO: [ epoch: 73 ] [ iter: 95,600 ] [ performance: 26.401 it/s ] [ lr: 5.00e-05 ] [ eta: 0:04:02 ] [ l_g_pix: 3.4555e-02 ] [ l_g_total: 3.4555e-02 ]
508
+ 2024-10-08 00:16:13,584 INFO: [ epoch: 73 ] [ iter: 95,700 ] [ performance: 26.585 it/s ] [ lr: 5.00e-05 ] [ eta: 0:03:56 ] [ l_g_pix: 2.7640e-02 ] [ l_g_total: 2.7640e-02 ]
509
+ 2024-10-08 00:16:17,361 INFO: [ epoch: 73 ] [ iter: 95,800 ] [ performance: 26.336 it/s ] [ lr: 5.00e-05 ] [ eta: 0:03:51 ] [ l_g_pix: 2.5425e-02 ] [ l_g_total: 2.5425e-02 ]
510
+ 2024-10-08 00:16:21,134 INFO: [ epoch: 73 ] [ iter: 95,900 ] [ performance: 26.456 it/s ] [ lr: 5.00e-05 ] [ eta: 0:03:45 ] [ l_g_pix: 2.5416e-02 ] [ l_g_total: 2.5416e-02 ]
511
+ 2024-10-08 00:16:24,859 INFO: [ epoch: 73 ] [ iter: 96,000 ] [ performance: 26.807 it/s ] [ lr: 5.00e-05 ] [ eta: 0:03:39 ] [ l_g_pix: 2.4215e-02 ] [ l_g_total: 2.4215e-02 ]
512
+ 2024-10-08 00:16:28,615 INFO: [ epoch: 73 ] [ iter: 96,100 ] [ performance: 26.683 it/s ] [ lr: 5.00e-05 ] [ eta: 0:03:34 ] [ l_g_pix: 2.8882e-02 ] [ l_g_total: 2.8882e-02 ]
513
+ 2024-10-08 00:16:32,379 INFO: [ epoch: 73 ] [ iter: 96,200 ] [ performance: 26.435 it/s ] [ lr: 5.00e-05 ] [ eta: 0:03:28 ] [ l_g_pix: 4.0446e-02 ] [ l_g_total: 4.0446e-02 ]
514
+ 2024-10-08 00:16:36,204 INFO: [ epoch: 73 ] [ iter: 96,300 ] [ performance: 26.232 it/s ] [ lr: 5.00e-05 ] [ eta: 0:03:22 ] [ l_g_pix: 2.0302e-02 ] [ l_g_total: 2.0302e-02 ]
515
+ 2024-10-08 00:16:39,958 INFO: [ epoch: 73 ] [ iter: 96,400 ] [ performance: 27.057 it/s ] [ lr: 5.00e-05 ] [ eta: 0:03:17 ] [ l_g_pix: 3.2347e-02 ] [ l_g_total: 3.2347e-02 ]
516
+ 2024-10-08 00:16:43,750 INFO: [ epoch: 73 ] [ iter: 96,500 ] [ performance: 26.565 it/s ] [ lr: 5.00e-05 ] [ eta: 0:03:11 ] [ l_g_pix: 2.4902e-02 ] [ l_g_total: 2.4902e-02 ]
517
+ 2024-10-08 00:16:47,456 INFO: [ epoch: 73 ] [ iter: 96,600 ] [ performance: 27.781 it/s ] [ lr: 5.00e-05 ] [ eta: 0:03:05 ] [ l_g_pix: 3.3607e-02 ] [ l_g_total: 3.3607e-02 ]
518
+ 2024-10-08 00:16:52,146 INFO: [ epoch: 74 ] [ iter: 96,700 ] [ performance: 22.785 it/s ] [ lr: 5.00e-05 ] [ eta: 0:03:00 ] [ l_g_pix: 3.1824e-02 ] [ l_g_total: 3.1824e-02 ]
519
+ 2024-10-08 00:16:56,038 INFO: [ epoch: 74 ] [ iter: 96,800 ] [ performance: 26.999 it/s ] [ lr: 5.00e-05 ] [ eta: 0:02:54 ] [ l_g_pix: 3.9850e-02 ] [ l_g_total: 3.9850e-02 ]
520
+ 2024-10-08 00:16:59,734 INFO: [ epoch: 74 ] [ iter: 96,900 ] [ performance: 27.045 it/s ] [ lr: 5.00e-05 ] [ eta: 0:02:49 ] [ l_g_pix: 2.1021e-02 ] [ l_g_total: 2.1021e-02 ]
521
+ 2024-10-08 00:17:03,532 INFO: [ epoch: 74 ] [ iter: 97,000 ] [ performance: 26.400 it/s ] [ lr: 5.00e-05 ] [ eta: 0:02:43 ] [ l_g_pix: 3.5061e-02 ] [ l_g_total: 3.5061e-02 ]
522
+ 2024-10-08 00:17:07,237 INFO: [ epoch: 74 ] [ iter: 97,100 ] [ performance: 26.832 it/s ] [ lr: 5.00e-05 ] [ eta: 0:02:38 ] [ l_g_pix: 2.7658e-02 ] [ l_g_total: 2.7658e-02 ]
523
+ 2024-10-08 00:17:10,955 INFO: [ epoch: 74 ] [ iter: 97,200 ] [ performance: 27.247 it/s ] [ lr: 5.00e-05 ] [ eta: 0:02:32 ] [ l_g_pix: 1.8238e-02 ] [ l_g_total: 1.8238e-02 ]
524
+ 2024-10-08 00:17:14,721 INFO: [ epoch: 74 ] [ iter: 97,300 ] [ performance: 26.735 it/s ] [ lr: 5.00e-05 ] [ eta: 0:02:27 ] [ l_g_pix: 3.4341e-02 ] [ l_g_total: 3.4341e-02 ]
525
+ 2024-10-08 00:17:18,427 INFO: [ epoch: 74 ] [ iter: 97,400 ] [ performance: 26.695 it/s ] [ lr: 5.00e-05 ] [ eta: 0:02:21 ] [ l_g_pix: 3.1891e-02 ] [ l_g_total: 3.1891e-02 ]
526
+ 2024-10-08 00:17:22,191 INFO: [ epoch: 74 ] [ iter: 97,500 ] [ performance: 26.603 it/s ] [ lr: 5.00e-05 ] [ eta: 0:02:15 ] [ l_g_pix: 2.3356e-02 ] [ l_g_total: 2.3356e-02 ]
527
+ 2024-10-08 00:17:25,958 INFO: [ epoch: 74 ] [ iter: 97,600 ] [ performance: 26.501 it/s ] [ lr: 5.00e-05 ] [ eta: 0:02:10 ] [ l_g_pix: 2.4654e-02 ] [ l_g_total: 2.4654e-02 ]
528
+ 2024-10-08 00:17:29,754 INFO: [ epoch: 74 ] [ iter: 97,700 ] [ performance: 26.394 it/s ] [ lr: 5.00e-05 ] [ eta: 0:02:04 ] [ l_g_pix: 4.4837e-02 ] [ l_g_total: 4.4837e-02 ]
529
+ 2024-10-08 00:17:33,602 INFO: [ epoch: 74 ] [ iter: 97,800 ] [ performance: 25.884 it/s ] [ lr: 5.00e-05 ] [ eta: 0:01:59 ] [ l_g_pix: 2.3147e-02 ] [ l_g_total: 2.3147e-02 ]
530
+ 2024-10-08 00:17:37,340 INFO: [ epoch: 74 ] [ iter: 97,900 ] [ performance: 26.538 it/s ] [ lr: 5.00e-05 ] [ eta: 0:01:53 ] [ l_g_pix: 2.5571e-02 ] [ l_g_total: 2.5571e-02 ]
531
+ 2024-10-08 00:17:42,221 INFO: [ epoch: 75 ] [ iter: 98,000 ] [ performance: 12.527 it/s ] [ lr: 5.00e-05 ] [ eta: 0:01:48 ] [ l_g_pix: 3.1995e-02 ] [ l_g_total: 3.1995e-02 ]
532
+ 2024-10-08 00:17:46,031 INFO: [ epoch: 75 ] [ iter: 98,100 ] [ performance: 20.846 it/s ] [ lr: 5.00e-05 ] [ eta: 0:01:42 ] [ l_g_pix: 3.5380e-02 ] [ l_g_total: 3.5380e-02 ]
533
+ 2024-10-08 00:17:49,827 INFO: [ epoch: 75 ] [ iter: 98,200 ] [ performance: 26.091 it/s ] [ lr: 5.00e-05 ] [ eta: 0:01:37 ] [ l_g_pix: 3.2206e-02 ] [ l_g_total: 3.2206e-02 ]
534
+ 2024-10-08 00:17:53,618 INFO: [ epoch: 75 ] [ iter: 98,300 ] [ performance: 26.315 it/s ] [ lr: 5.00e-05 ] [ eta: 0:01:32 ] [ l_g_pix: 2.4714e-02 ] [ l_g_total: 2.4714e-02 ]
535
+ 2024-10-08 00:17:57,395 INFO: [ epoch: 75 ] [ iter: 98,400 ] [ performance: 26.897 it/s ] [ lr: 5.00e-05 ] [ eta: 0:01:26 ] [ l_g_pix: 3.3004e-02 ] [ l_g_total: 3.3004e-02 ]
536
+ 2024-10-08 00:18:01,150 INFO: [ epoch: 75 ] [ iter: 98,500 ] [ performance: 26.695 it/s ] [ lr: 5.00e-05 ] [ eta: 0:01:21 ] [ l_g_pix: 2.9252e-02 ] [ l_g_total: 2.9252e-02 ]
537
+ 2024-10-08 00:18:04,917 INFO: [ epoch: 75 ] [ iter: 98,600 ] [ performance: 26.685 it/s ] [ lr: 5.00e-05 ] [ eta: 0:01:15 ] [ l_g_pix: 1.7617e-02 ] [ l_g_total: 1.7617e-02 ]
538
+ 2024-10-08 00:18:08,715 INFO: [ epoch: 75 ] [ iter: 98,700 ] [ performance: 26.411 it/s ] [ lr: 5.00e-05 ] [ eta: 0:01:10 ] [ l_g_pix: 3.1202e-02 ] [ l_g_total: 3.1202e-02 ]
539
+ 2024-10-08 00:18:12,515 INFO: [ epoch: 75 ] [ iter: 98,800 ] [ performance: 26.278 it/s ] [ lr: 5.00e-05 ] [ eta: 0:01:04 ] [ l_g_pix: 2.0321e-02 ] [ l_g_total: 2.0321e-02 ]
540
+ 2024-10-08 00:18:16,322 INFO: [ epoch: 75 ] [ iter: 98,900 ] [ performance: 26.275 it/s ] [ lr: 5.00e-05 ] [ eta: 0:00:59 ] [ l_g_pix: 2.4409e-02 ] [ l_g_total: 2.4409e-02 ]
541
+ 2024-10-08 00:18:20,056 INFO: [ epoch: 75 ] [ iter: 99,000 ] [ performance: 27.316 it/s ] [ lr: 5.00e-05 ] [ eta: 0:00:53 ] [ l_g_pix: 2.8601e-02 ] [ l_g_total: 2.8601e-02 ]
542
+ 2024-10-08 00:18:23,884 INFO: [ epoch: 75 ] [ iter: 99,100 ] [ performance: 26.368 it/s ] [ lr: 5.00e-05 ] [ eta: 0:00:48 ] [ l_g_pix: 4.0912e-02 ] [ l_g_total: 4.0912e-02 ]
543
+ 2024-10-08 00:18:27,620 INFO: [ epoch: 75 ] [ iter: 99,200 ] [ performance: 29.218 it/s ] [ lr: 5.00e-05 ] [ eta: 0:00:43 ] [ l_g_pix: 3.7638e-02 ] [ l_g_total: 3.7638e-02 ]
544
+ 2024-10-08 00:18:32,634 INFO: [ epoch: 76 ] [ iter: 99,300 ] [ performance: 21.300 it/s ] [ lr: 5.00e-05 ] [ eta: 0:00:37 ] [ l_g_pix: 4.2172e-02 ] [ l_g_total: 4.2172e-02 ]
545
+ 2024-10-08 00:18:36,389 INFO: [ epoch: 76 ] [ iter: 99,400 ] [ performance: 27.151 it/s ] [ lr: 5.00e-05 ] [ eta: 0:00:32 ] [ l_g_pix: 2.0000e-02 ] [ l_g_total: 2.0000e-02 ]
546
+ 2024-10-08 00:18:40,191 INFO: [ epoch: 76 ] [ iter: 99,500 ] [ performance: 26.466 it/s ] [ lr: 5.00e-05 ] [ eta: 0:00:26 ] [ l_g_pix: 3.6355e-02 ] [ l_g_total: 3.6355e-02 ]
547
+ 2024-10-08 00:18:44,010 INFO: [ epoch: 76 ] [ iter: 99,600 ] [ performance: 26.538 it/s ] [ lr: 5.00e-05 ] [ eta: 0:00:21 ] [ l_g_pix: 3.3972e-02 ] [ l_g_total: 3.3972e-02 ]
548
+ 2024-10-08 00:18:47,788 INFO: [ epoch: 76 ] [ iter: 99,700 ] [ performance: 26.492 it/s ] [ lr: 5.00e-05 ] [ eta: 0:00:16 ] [ l_g_pix: 1.9580e-02 ] [ l_g_total: 1.9580e-02 ]
549
+ 2024-10-08 00:18:51,556 INFO: [ epoch: 76 ] [ iter: 99,800 ] [ performance: 27.273 it/s ] [ lr: 5.00e-05 ] [ eta: 0:00:10 ] [ l_g_pix: 3.0048e-02 ] [ l_g_total: 3.0048e-02 ]
550
+ 2024-10-08 00:18:55,291 INFO: [ epoch: 76 ] [ iter: 99,900 ] [ performance: 26.872 it/s ] [ lr: 5.00e-05 ] [ eta: 0:00:05 ] [ l_g_pix: 3.1638e-02 ] [ l_g_total: 3.1638e-02 ]
551
+ 2024-10-08 00:18:59,013 INFO: [ epoch: 76 ] [ iter:100,000 ] [ performance: 27.807 it/s ] [ lr: 5.00e-05 ] [ eta: 0:00:00 ] [ l_g_pix: 2.7936e-02 ] [ l_g_total: 2.7936e-02 ]
552
+ 2024-10-08 00:18:59,013 INFO: Saving models and training states.
553
+ 2024-10-08 00:22:33,203 INFO: Validation val
554
+
555
+ # psnr: 27.1797........ Best: 27.1804 @ 90000 iter
556
+ # ssim: 0.7654........ Best: 0.7654 @ 100000 iter
557
+ # dists: 0.7734........ Best: 0.7734 @ 60000 iter
558
+
559
+ 2024-10-08 00:22:35,107 INFO: End of training. Time consumed: 0:48:09
560
+ 2024-10-08 00:22:35,108 INFO: Save the latest model.
561
+ 2024-10-08 00:25:34,475 INFO: Validation val
562
+
563
+ # psnr: 27.1797........ Best: 27.1804 @ 90000 iter
564
+ # ssim: 0.7654........ Best: 0.7654 @ 100003 iter
565
+ # dists: 0.7734........ Best: 0.7734 @ 60000 iter
566
+
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