| 2023-02-07 04:32:43,497 - INFO - Experiment directory: runs/test | |
| 2023-02-07 04:32:43,497 - INFO - Device: cuda | |
| 2023-02-07 04:32:43,497 - INFO - Number of devices: 1 | |
| 2023-02-07 04:32:43,863 - INFO - Size of training set: 24183 | |
| 2023-02-07 04:32:43,863 - INFO - Size of validation set: 2993 | |
| 2023-02-07 04:32:43,863 - INFO - Batch size per device: 12 | |
| 2023-02-07 04:32:43,863 - INFO - Effective batch size: 12 | |
| 2023-02-07 04:32:45,386 - INFO - Start training... | |
| 2023-02-07 04:33:09,651 - INFO - [Train] step: 99, loss_hole: 0.133510, loss_valid: 0.104051, loss_perceptual: 4.814092, loss_style: 0.019315, loss_tv: 0.096976 | |
| 2023-02-07 04:33:31,410 - INFO - [Train] step: 199, loss_hole: 0.080801, loss_valid: 0.071042, loss_perceptual: 4.097654, loss_style: 0.013523, loss_tv: 0.087631 | |
| 2023-02-07 04:33:53,181 - INFO - [Train] step: 299, loss_hole: 0.081030, loss_valid: 0.086232, loss_perceptual: 3.882973, loss_style: 0.011794, loss_tv: 0.088757 | |
| 2023-02-07 04:34:14,956 - INFO - [Train] step: 399, loss_hole: 0.103638, loss_valid: 0.042237, loss_perceptual: 4.399589, loss_style: 0.012594, loss_tv: 0.092752 | |
| 2023-02-07 04:34:36,734 - INFO - [Train] step: 499, loss_hole: 0.052413, loss_valid: 0.046846, loss_perceptual: 3.326488, loss_style: 0.008495, loss_tv: 0.087247 | |
| 2023-02-07 04:34:58,519 - INFO - [Train] step: 599, loss_hole: 0.077916, loss_valid: 0.044714, loss_perceptual: 3.731227, loss_style: 0.010407, loss_tv: 0.089949 | |
| 2023-02-07 04:35:20,304 - INFO - [Train] step: 699, loss_hole: 0.063536, loss_valid: 0.046574, loss_perceptual: 3.282124, loss_style: 0.007953, loss_tv: 0.084624 | |
| 2023-02-07 04:35:42,090 - INFO - [Train] step: 799, loss_hole: 0.053361, loss_valid: 0.045650, loss_perceptual: 3.027993, loss_style: 0.008306, loss_tv: 0.082960 | |
| 2023-02-07 04:36:03,876 - INFO - [Train] step: 899, loss_hole: 0.047488, loss_valid: 0.046988, loss_perceptual: 2.797652, loss_style: 0.007769, loss_tv: 0.083609 | |
| 2023-02-07 04:36:25,666 - INFO - [Train] step: 999, loss_hole: 0.058978, loss_valid: 0.037615, loss_perceptual: 3.385253, loss_style: 0.009499, loss_tv: 0.094174 | |
| 2023-02-07 04:36:35,692 - INFO - [Eval] step: 999, psnr: 22.528555, ssim: 0.805392, l1: 0.027367 | |
| 2023-02-07 04:36:58,225 - INFO - [Train] step: 1099, loss_hole: 0.071202, loss_valid: 0.045244, loss_perceptual: 3.167476, loss_style: 0.008405, loss_tv: 0.084502 | |
| 2023-02-07 04:37:20,016 - INFO - [Train] step: 1199, loss_hole: 0.040689, loss_valid: 0.064789, loss_perceptual: 2.795475, loss_style: 0.007765, loss_tv: 0.088779 | |
| 2023-02-07 04:37:41,808 - INFO - [Train] step: 1299, loss_hole: 0.044383, loss_valid: 0.042736, loss_perceptual: 2.802201, loss_style: 0.007021, loss_tv: 0.082387 | |
| 2023-02-07 04:38:03,599 - INFO - [Train] step: 1399, loss_hole: 0.039162, loss_valid: 0.031974, loss_perceptual: 2.560409, loss_style: 0.006733, loss_tv: 0.084535 | |
| 2023-02-07 04:38:25,412 - INFO - [Train] step: 1499, loss_hole: 0.052976, loss_valid: 0.038345, loss_perceptual: 3.066604, loss_style: 0.007744, loss_tv: 0.093055 | |
| 2023-02-07 04:38:47,203 - INFO - [Train] step: 1599, loss_hole: 0.078221, loss_valid: 0.019730, loss_perceptual: 3.674742, loss_style: 0.008843, loss_tv: 0.080403 | |
| 2023-02-07 04:39:08,993 - INFO - [Train] step: 1699, loss_hole: 0.059235, loss_valid: 0.027888, loss_perceptual: 3.162355, loss_style: 0.008283, loss_tv: 0.086739 | |
| 2023-02-07 04:39:30,783 - INFO - [Train] step: 1799, loss_hole: 0.059459, loss_valid: 0.026510, loss_perceptual: 2.914501, loss_style: 0.006853, loss_tv: 0.082052 | |
| 2023-02-07 04:39:52,571 - INFO - [Train] step: 1899, loss_hole: 0.059584, loss_valid: 0.030355, loss_perceptual: 3.214342, loss_style: 0.009211, loss_tv: 0.085505 | |
| 2023-02-07 04:40:14,362 - INFO - [Train] step: 1999, loss_hole: 0.072247, loss_valid: 0.027485, loss_perceptual: 2.949340, loss_style: 0.006656, loss_tv: 0.082460 | |
| 2023-02-07 04:40:24,094 - INFO - [Eval] step: 1999, psnr: 23.232056, ssim: 0.819047, l1: 0.024997 | |
| 2023-02-07 04:40:47,128 - INFO - [Train] step: 2099, loss_hole: 0.054110, loss_valid: 0.027733, loss_perceptual: 2.986442, loss_style: 0.006726, loss_tv: 0.087753 | |
| 2023-02-07 04:41:08,911 - INFO - [Train] step: 2199, loss_hole: 0.062034, loss_valid: 0.024045, loss_perceptual: 2.996327, loss_style: 0.008130, loss_tv: 0.079802 | |
| 2023-02-07 04:41:30,688 - INFO - [Train] step: 2299, loss_hole: 0.049276, loss_valid: 0.025735, loss_perceptual: 2.819757, loss_style: 0.007183, loss_tv: 0.079514 | |
| 2023-02-07 04:41:52,468 - INFO - [Train] step: 2399, loss_hole: 0.028855, loss_valid: 0.029059, loss_perceptual: 2.219536, loss_style: 0.005310, loss_tv: 0.087759 | |
| 2023-02-07 04:42:14,252 - INFO - [Train] step: 2499, loss_hole: 0.043794, loss_valid: 0.038904, loss_perceptual: 2.791145, loss_style: 0.006354, loss_tv: 0.086644 | |
| 2023-02-07 04:42:36,026 - INFO - [Train] step: 2599, loss_hole: 0.047407, loss_valid: 0.027973, loss_perceptual: 2.640795, loss_style: 0.006051, loss_tv: 0.081540 | |
| 2023-02-07 04:42:57,803 - INFO - [Train] step: 2699, loss_hole: 0.051692, loss_valid: 0.024723, loss_perceptual: 2.765743, loss_style: 0.006351, loss_tv: 0.081163 | |
| 2023-02-07 04:43:19,581 - INFO - [Train] step: 2799, loss_hole: 0.046869, loss_valid: 0.031146, loss_perceptual: 2.616379, loss_style: 0.006361, loss_tv: 0.081429 | |
| 2023-02-07 04:43:41,362 - INFO - [Train] step: 2899, loss_hole: 0.074349, loss_valid: 0.025318, loss_perceptual: 3.273507, loss_style: 0.007360, loss_tv: 0.082402 | |
| 2023-02-07 04:44:03,150 - INFO - [Train] step: 2999, loss_hole: 0.040585, loss_valid: 0.026223, loss_perceptual: 2.362913, loss_style: 0.005474, loss_tv: 0.082000 | |
| 2023-02-07 04:44:12,883 - INFO - [Eval] step: 2999, psnr: 23.278173, ssim: 0.827648, l1: 0.024401 | |
| 2023-02-07 04:44:35,653 - INFO - [Train] step: 3099, loss_hole: 0.064399, loss_valid: 0.023839, loss_perceptual: 3.069665, loss_style: 0.007807, loss_tv: 0.084672 | |
| 2023-02-07 04:44:57,434 - INFO - [Train] step: 3199, loss_hole: 0.030877, loss_valid: 0.028099, loss_perceptual: 2.138374, loss_style: 0.005177, loss_tv: 0.078443 | |
| 2023-02-07 04:45:19,217 - INFO - [Train] step: 3299, loss_hole: 0.054206, loss_valid: 0.021426, loss_perceptual: 3.049490, loss_style: 0.007007, loss_tv: 0.080077 | |
| 2023-02-07 04:45:41,001 - INFO - [Train] step: 3399, loss_hole: 0.059409, loss_valid: 0.016937, loss_perceptual: 2.831668, loss_style: 0.006230, loss_tv: 0.073764 | |
| 2023-02-07 04:46:02,784 - INFO - [Train] step: 3499, loss_hole: 0.047330, loss_valid: 0.023427, loss_perceptual: 2.452908, loss_style: 0.005839, loss_tv: 0.080161 | |
| 2023-02-07 04:46:24,567 - INFO - [Train] step: 3599, loss_hole: 0.037448, loss_valid: 0.020920, loss_perceptual: 2.367685, loss_style: 0.005469, loss_tv: 0.077450 | |
| 2023-02-07 04:46:46,352 - INFO - [Train] step: 3699, loss_hole: 0.049011, loss_valid: 0.026200, loss_perceptual: 2.601904, loss_style: 0.005548, loss_tv: 0.082999 | |
| 2023-02-07 04:47:08,138 - INFO - [Train] step: 3799, loss_hole: 0.045617, loss_valid: 0.027396, loss_perceptual: 2.375046, loss_style: 0.006474, loss_tv: 0.082814 | |
| 2023-02-07 04:47:29,927 - INFO - [Train] step: 3899, loss_hole: 0.052630, loss_valid: 0.022727, loss_perceptual: 2.830080, loss_style: 0.006711, loss_tv: 0.083800 | |
| 2023-02-07 04:47:51,714 - INFO - [Train] step: 3999, loss_hole: 0.063001, loss_valid: 0.017958, loss_perceptual: 2.781420, loss_style: 0.006951, loss_tv: 0.077969 | |
| 2023-02-07 04:48:01,399 - INFO - [Eval] step: 3999, psnr: 23.634371, ssim: 0.838885, l1: 0.023131 | |
| 2023-02-07 04:48:24,425 - INFO - [Train] step: 4099, loss_hole: 0.023202, loss_valid: 0.025039, loss_perceptual: 1.922909, loss_style: 0.004528, loss_tv: 0.080245 | |
| 2023-02-07 04:48:46,212 - INFO - [Train] step: 4199, loss_hole: 0.047491, loss_valid: 0.017513, loss_perceptual: 2.473291, loss_style: 0.005777, loss_tv: 0.078817 | |
| 2023-02-07 04:49:07,998 - INFO - [Train] step: 4299, loss_hole: 0.065216, loss_valid: 0.015649, loss_perceptual: 3.037631, loss_style: 0.007468, loss_tv: 0.071511 | |
| 2023-02-07 04:49:29,781 - INFO - [Train] step: 4399, loss_hole: 0.043917, loss_valid: 0.018553, loss_perceptual: 2.229801, loss_style: 0.005850, loss_tv: 0.078567 | |
| 2023-02-07 04:49:51,569 - INFO - [Train] step: 4499, loss_hole: 0.046303, loss_valid: 0.019545, loss_perceptual: 2.479477, loss_style: 0.005727, loss_tv: 0.084021 | |
| 2023-02-07 04:50:13,355 - INFO - [Train] step: 4599, loss_hole: 0.056904, loss_valid: 0.017504, loss_perceptual: 2.482725, loss_style: 0.006025, loss_tv: 0.071335 | |
| 2023-02-07 04:50:35,142 - INFO - [Train] step: 4699, loss_hole: 0.044930, loss_valid: 0.022630, loss_perceptual: 2.344132, loss_style: 0.005231, loss_tv: 0.077663 | |
| 2023-02-07 04:50:56,930 - INFO - [Train] step: 4799, loss_hole: 0.036129, loss_valid: 0.020214, loss_perceptual: 2.174840, loss_style: 0.004707, loss_tv: 0.083731 | |
| 2023-02-07 04:51:18,714 - INFO - [Train] step: 4899, loss_hole: 0.043340, loss_valid: 0.020734, loss_perceptual: 2.285836, loss_style: 0.004977, loss_tv: 0.085134 | |
| 2023-02-07 04:51:40,502 - INFO - [Train] step: 4999, loss_hole: 0.057346, loss_valid: 0.015741, loss_perceptual: 2.679056, loss_style: 0.005328, loss_tv: 0.080766 | |
| 2023-02-07 04:51:50,249 - INFO - [Eval] step: 4999, psnr: 23.385134, ssim: 0.837323, l1: 0.023356 | |
| 2023-02-07 04:52:12,776 - INFO - [Train] step: 5099, loss_hole: 0.062862, loss_valid: 0.018130, loss_perceptual: 3.041976, loss_style: 0.007277, loss_tv: 0.082250 | |
| 2023-02-07 04:52:34,557 - INFO - [Train] step: 5199, loss_hole: 0.041402, loss_valid: 0.025022, loss_perceptual: 2.534599, loss_style: 0.005559, loss_tv: 0.083298 | |
| 2023-02-07 04:52:56,336 - INFO - [Train] step: 5299, loss_hole: 0.045210, loss_valid: 0.017957, loss_perceptual: 2.473732, loss_style: 0.006452, loss_tv: 0.081324 | |
| 2023-02-07 04:53:18,115 - INFO - [Train] step: 5399, loss_hole: 0.017008, loss_valid: 0.027297, loss_perceptual: 1.511178, loss_style: 0.003260, loss_tv: 0.073209 | |
| 2023-02-07 04:53:39,897 - INFO - [Train] step: 5499, loss_hole: 0.067948, loss_valid: 0.021989, loss_perceptual: 3.021017, loss_style: 0.005845, loss_tv: 0.079622 | |
| 2023-02-07 04:54:01,681 - INFO - [Train] step: 5599, loss_hole: 0.021394, loss_valid: 0.025884, loss_perceptual: 1.555632, loss_style: 0.003392, loss_tv: 0.071076 | |
| 2023-02-07 04:54:23,465 - INFO - [Train] step: 5699, loss_hole: 0.044844, loss_valid: 0.024247, loss_perceptual: 2.352553, loss_style: 0.005591, loss_tv: 0.079625 | |
| 2023-02-07 04:54:45,250 - INFO - [Train] step: 5799, loss_hole: 0.053094, loss_valid: 0.015191, loss_perceptual: 2.897058, loss_style: 0.006335, loss_tv: 0.076538 | |
| 2023-02-07 04:55:07,038 - INFO - [Train] step: 5899, loss_hole: 0.034253, loss_valid: 0.018655, loss_perceptual: 2.130943, loss_style: 0.004619, loss_tv: 0.075954 | |
| 2023-02-07 04:55:28,826 - INFO - [Train] step: 5999, loss_hole: 0.056881, loss_valid: 0.016894, loss_perceptual: 2.855919, loss_style: 0.005960, loss_tv: 0.079930 | |
| 2023-02-07 04:55:38,464 - INFO - [Eval] step: 5999, psnr: 23.868786, ssim: 0.842813, l1: 0.022334 | |
| 2023-02-07 04:56:01,463 - INFO - [Train] step: 6099, loss_hole: 0.050876, loss_valid: 0.018035, loss_perceptual: 2.507218, loss_style: 0.005334, loss_tv: 0.075894 | |
| 2023-02-07 04:56:23,224 - INFO - [Train] step: 6199, loss_hole: 0.037126, loss_valid: 0.021369, loss_perceptual: 2.397605, loss_style: 0.005633, loss_tv: 0.087958 | |
| 2023-02-07 04:56:44,977 - INFO - [Train] step: 6299, loss_hole: 0.056775, loss_valid: 0.016535, loss_perceptual: 2.803967, loss_style: 0.006005, loss_tv: 0.083079 | |
| 2023-02-07 04:57:06,742 - INFO - [Train] step: 6399, loss_hole: 0.034490, loss_valid: 0.018442, loss_perceptual: 2.178106, loss_style: 0.004837, loss_tv: 0.079961 | |
| 2023-02-07 04:57:28,502 - INFO - [Train] step: 6499, loss_hole: 0.048899, loss_valid: 0.022102, loss_perceptual: 2.460596, loss_style: 0.005450, loss_tv: 0.082034 | |
| 2023-02-07 04:57:50,262 - INFO - [Train] step: 6599, loss_hole: 0.059504, loss_valid: 0.015509, loss_perceptual: 2.811580, loss_style: 0.005624, loss_tv: 0.081229 | |
| 2023-02-07 04:58:12,018 - INFO - [Train] step: 6699, loss_hole: 0.056397, loss_valid: 0.022507, loss_perceptual: 2.610591, loss_style: 0.005544, loss_tv: 0.077682 | |
| 2023-02-07 04:58:33,777 - INFO - [Train] step: 6799, loss_hole: 0.050419, loss_valid: 0.017799, loss_perceptual: 2.518710, loss_style: 0.006730, loss_tv: 0.075568 | |
| 2023-02-07 04:58:55,542 - INFO - [Train] step: 6899, loss_hole: 0.047463, loss_valid: 0.022158, loss_perceptual: 2.499187, loss_style: 0.005266, loss_tv: 0.079284 | |
| 2023-02-07 04:59:17,309 - INFO - [Train] step: 6999, loss_hole: 0.068447, loss_valid: 0.023282, loss_perceptual: 2.856529, loss_style: 0.006893, loss_tv: 0.076916 | |
| 2023-02-07 04:59:26,984 - INFO - [Eval] step: 6999, psnr: 22.667139, ssim: 0.824262, l1: 0.027980 | |
| 2023-02-07 04:59:49,206 - INFO - [Train] step: 7099, loss_hole: 0.053580, loss_valid: 0.021625, loss_perceptual: 2.447644, loss_style: 0.005784, loss_tv: 0.074833 | |
| 2023-02-07 05:00:10,993 - INFO - [Train] step: 7199, loss_hole: 0.051502, loss_valid: 0.015509, loss_perceptual: 2.444443, loss_style: 0.004915, loss_tv: 0.078200 | |
| 2023-02-07 05:00:32,776 - INFO - [Train] step: 7299, loss_hole: 0.078163, loss_valid: 0.014212, loss_perceptual: 3.341498, loss_style: 0.008110, loss_tv: 0.078996 | |
| 2023-02-07 05:00:54,557 - INFO - [Train] step: 7399, loss_hole: 0.032199, loss_valid: 0.021386, loss_perceptual: 1.933684, loss_style: 0.004266, loss_tv: 0.074549 | |
| 2023-02-07 05:01:16,346 - INFO - [Train] step: 7499, loss_hole: 0.045944, loss_valid: 0.017224, loss_perceptual: 2.443249, loss_style: 0.005544, loss_tv: 0.074428 | |
| 2023-02-07 05:01:38,129 - INFO - [Train] step: 7599, loss_hole: 0.035909, loss_valid: 0.015137, loss_perceptual: 2.074602, loss_style: 0.004266, loss_tv: 0.074165 | |
| 2023-02-07 05:01:59,916 - INFO - [Train] step: 7699, loss_hole: 0.035101, loss_valid: 0.016538, loss_perceptual: 2.124593, loss_style: 0.004348, loss_tv: 0.071601 | |
| 2023-02-07 05:02:21,700 - INFO - [Train] step: 7799, loss_hole: 0.028297, loss_valid: 0.018575, loss_perceptual: 1.789875, loss_style: 0.003995, loss_tv: 0.078997 | |
| 2023-02-07 05:02:43,479 - INFO - [Train] step: 7899, loss_hole: 0.047623, loss_valid: 0.020173, loss_perceptual: 2.473720, loss_style: 0.006112, loss_tv: 0.076042 | |
| 2023-02-07 05:03:05,262 - INFO - [Train] step: 7999, loss_hole: 0.032039, loss_valid: 0.023263, loss_perceptual: 2.088084, loss_style: 0.004713, loss_tv: 0.084437 | |
| 2023-02-07 05:03:14,961 - INFO - [Eval] step: 7999, psnr: 23.847334, ssim: 0.852581, l1: 0.021642 | |
| 2023-02-07 05:03:37,418 - INFO - [Train] step: 8099, loss_hole: 0.043607, loss_valid: 0.014987, loss_perceptual: 2.383306, loss_style: 0.004938, loss_tv: 0.077175 | |
| 2023-02-07 05:03:59,194 - INFO - [Train] step: 8199, loss_hole: 0.044166, loss_valid: 0.017030, loss_perceptual: 2.537889, loss_style: 0.006466, loss_tv: 0.087740 | |
| 2023-02-07 05:04:20,974 - INFO - [Train] step: 8299, loss_hole: 0.032493, loss_valid: 0.016058, loss_perceptual: 1.869579, loss_style: 0.003757, loss_tv: 0.074817 | |
| 2023-02-07 05:04:42,760 - INFO - [Train] step: 8399, loss_hole: 0.065717, loss_valid: 0.013463, loss_perceptual: 2.938066, loss_style: 0.006392, loss_tv: 0.076418 | |
| 2023-02-07 05:05:04,540 - INFO - [Train] step: 8499, loss_hole: 0.044125, loss_valid: 0.016995, loss_perceptual: 2.302804, loss_style: 0.004531, loss_tv: 0.079371 | |
| 2023-02-07 05:05:26,322 - INFO - [Train] step: 8599, loss_hole: 0.027609, loss_valid: 0.018174, loss_perceptual: 1.663745, loss_style: 0.003528, loss_tv: 0.080154 | |
| 2023-02-07 05:05:48,111 - INFO - [Train] step: 8699, loss_hole: 0.033643, loss_valid: 0.015010, loss_perceptual: 2.070282, loss_style: 0.004028, loss_tv: 0.077024 | |
| 2023-02-07 05:06:09,894 - INFO - [Train] step: 8799, loss_hole: 0.049828, loss_valid: 0.020061, loss_perceptual: 2.276004, loss_style: 0.004682, loss_tv: 0.081750 | |
| 2023-02-07 05:06:31,680 - INFO - [Train] step: 8899, loss_hole: 0.041124, loss_valid: 0.015903, loss_perceptual: 2.313730, loss_style: 0.005183, loss_tv: 0.082336 | |
| 2023-02-07 05:06:53,465 - INFO - [Train] step: 8999, loss_hole: 0.048608, loss_valid: 0.013247, loss_perceptual: 2.397563, loss_style: 0.005018, loss_tv: 0.074623 | |
| 2023-02-07 05:07:03,258 - INFO - [Eval] step: 8999, psnr: 24.214111, ssim: 0.855363, l1: 0.020993 | |
| 2023-02-07 05:07:26,032 - INFO - [Train] step: 9099, loss_hole: 0.033772, loss_valid: 0.017217, loss_perceptual: 1.950930, loss_style: 0.003842, loss_tv: 0.078199 | |
| 2023-02-07 05:07:47,817 - INFO - [Train] step: 9199, loss_hole: 0.046044, loss_valid: 0.017866, loss_perceptual: 2.680363, loss_style: 0.007360, loss_tv: 0.084821 | |
| 2023-02-07 05:08:09,599 - INFO - [Train] step: 9299, loss_hole: 0.043969, loss_valid: 0.013427, loss_perceptual: 2.590809, loss_style: 0.005357, loss_tv: 0.074116 | |
| 2023-02-07 05:08:31,384 - INFO - [Train] step: 9399, loss_hole: 0.039202, loss_valid: 0.014746, loss_perceptual: 2.361868, loss_style: 0.004861, loss_tv: 0.084225 | |
| 2023-02-07 05:08:53,176 - INFO - [Train] step: 9499, loss_hole: 0.029401, loss_valid: 0.016887, loss_perceptual: 2.020368, loss_style: 0.004079, loss_tv: 0.072938 | |
| 2023-02-07 05:09:14,964 - INFO - [Train] step: 9599, loss_hole: 0.048852, loss_valid: 0.017980, loss_perceptual: 2.196098, loss_style: 0.004427, loss_tv: 0.067816 | |
| 2023-02-07 05:09:36,752 - INFO - [Train] step: 9699, loss_hole: 0.025897, loss_valid: 0.020461, loss_perceptual: 1.823991, loss_style: 0.003569, loss_tv: 0.076486 | |
| 2023-02-07 05:09:58,535 - INFO - [Train] step: 9799, loss_hole: 0.045310, loss_valid: 0.012950, loss_perceptual: 2.189810, loss_style: 0.004447, loss_tv: 0.076744 | |
| 2023-02-07 05:10:20,322 - INFO - [Train] step: 9899, loss_hole: 0.059330, loss_valid: 0.014348, loss_perceptual: 2.508114, loss_style: 0.004923, loss_tv: 0.070248 | |
| 2023-02-07 05:10:42,121 - INFO - [Train] step: 9999, loss_hole: 0.055146, loss_valid: 0.013099, loss_perceptual: 2.849239, loss_style: 0.005470, loss_tv: 0.073608 | |
| 2023-02-07 05:10:51,870 - INFO - [Eval] step: 9999, psnr: 24.197857, ssim: 0.854713, l1: 0.020968 | |
| 2023-02-07 05:11:14,651 - INFO - [Train] step: 10099, loss_hole: 0.037844, loss_valid: 0.016058, loss_perceptual: 2.146602, loss_style: 0.005029, loss_tv: 0.080109 | |
| 2023-02-07 05:11:36,426 - INFO - [Train] step: 10199, loss_hole: 0.047458, loss_valid: 0.015980, loss_perceptual: 2.395946, loss_style: 0.004436, loss_tv: 0.085976 | |
| 2023-02-07 05:11:58,208 - INFO - [Train] step: 10299, loss_hole: 0.046912, loss_valid: 0.015268, loss_perceptual: 2.510186, loss_style: 0.005446, loss_tv: 0.083019 | |
| 2023-02-07 05:12:19,996 - INFO - [Train] step: 10399, loss_hole: 0.048916, loss_valid: 0.015531, loss_perceptual: 2.717621, loss_style: 0.006893, loss_tv: 0.085126 | |
| 2023-02-07 05:12:41,780 - INFO - [Train] step: 10499, loss_hole: 0.030477, loss_valid: 0.017989, loss_perceptual: 1.940876, loss_style: 0.004065, loss_tv: 0.074585 | |
| 2023-02-07 05:13:03,566 - INFO - [Train] step: 10599, loss_hole: 0.039368, loss_valid: 0.015712, loss_perceptual: 2.133484, loss_style: 0.005911, loss_tv: 0.077790 | |
| 2023-02-07 05:13:25,354 - INFO - [Train] step: 10699, loss_hole: 0.043075, loss_valid: 0.020104, loss_perceptual: 2.218742, loss_style: 0.005001, loss_tv: 0.083431 | |
| 2023-02-07 05:13:47,143 - INFO - [Train] step: 10799, loss_hole: 0.048518, loss_valid: 0.013107, loss_perceptual: 2.298359, loss_style: 0.004864, loss_tv: 0.072098 | |
| 2023-02-07 05:14:08,931 - INFO - [Train] step: 10899, loss_hole: 0.030919, loss_valid: 0.016000, loss_perceptual: 1.808240, loss_style: 0.003766, loss_tv: 0.074917 | |
| 2023-02-07 05:14:30,725 - INFO - [Train] step: 10999, loss_hole: 0.050158, loss_valid: 0.012505, loss_perceptual: 2.300256, loss_style: 0.005148, loss_tv: 0.075982 | |
| 2023-02-07 05:14:40,477 - INFO - [Eval] step: 10999, psnr: 23.905272, ssim: 0.853244, l1: 0.021409 | |
| 2023-02-07 05:15:02,699 - INFO - [Train] step: 11099, loss_hole: 0.063010, loss_valid: 0.013260, loss_perceptual: 2.616528, loss_style: 0.005300, loss_tv: 0.075787 | |
| 2023-02-07 05:15:24,484 - INFO - [Train] step: 11199, loss_hole: 0.039469, loss_valid: 0.012131, loss_perceptual: 2.053223, loss_style: 0.004198, loss_tv: 0.076259 | |
| 2023-02-07 05:15:46,269 - INFO - [Train] step: 11299, loss_hole: 0.044542, loss_valid: 0.011935, loss_perceptual: 2.260678, loss_style: 0.004540, loss_tv: 0.074352 | |
| 2023-02-07 05:16:08,053 - INFO - [Train] step: 11399, loss_hole: 0.038322, loss_valid: 0.016219, loss_perceptual: 2.021918, loss_style: 0.003842, loss_tv: 0.076304 | |
| 2023-02-07 05:16:29,838 - INFO - [Train] step: 11499, loss_hole: 0.052967, loss_valid: 0.012032, loss_perceptual: 2.564702, loss_style: 0.005613, loss_tv: 0.080191 | |
| 2023-02-07 05:16:51,623 - INFO - [Train] step: 11599, loss_hole: 0.046330, loss_valid: 0.015014, loss_perceptual: 2.572122, loss_style: 0.006088, loss_tv: 0.078422 | |
| 2023-02-07 05:17:13,407 - INFO - [Train] step: 11699, loss_hole: 0.036913, loss_valid: 0.017209, loss_perceptual: 2.087147, loss_style: 0.005467, loss_tv: 0.084453 | |
| 2023-02-07 05:17:35,191 - INFO - [Train] step: 11799, loss_hole: 0.036452, loss_valid: 0.013618, loss_perceptual: 2.025085, loss_style: 0.003922, loss_tv: 0.078844 | |
| 2023-02-07 05:17:56,976 - INFO - [Train] step: 11899, loss_hole: 0.042075, loss_valid: 0.011297, loss_perceptual: 2.113600, loss_style: 0.004091, loss_tv: 0.073057 | |
| 2023-02-07 05:18:18,763 - INFO - [Train] step: 11999, loss_hole: 0.055426, loss_valid: 0.012293, loss_perceptual: 2.598078, loss_style: 0.005200, loss_tv: 0.075787 | |
| 2023-02-07 05:18:28,428 - INFO - [Eval] step: 11999, psnr: 24.198069, ssim: 0.858104, l1: 0.020752 | |
| 2023-02-07 05:18:50,908 - INFO - [Train] step: 12099, loss_hole: 0.046434, loss_valid: 0.016233, loss_perceptual: 2.164118, loss_style: 0.004313, loss_tv: 0.084689 | |
| 2023-02-07 05:19:12,685 - INFO - [Train] step: 12199, loss_hole: 0.056313, loss_valid: 0.012816, loss_perceptual: 2.610367, loss_style: 0.005392, loss_tv: 0.079355 | |
| 2023-02-07 05:19:34,465 - INFO - [Train] step: 12299, loss_hole: 0.039789, loss_valid: 0.014311, loss_perceptual: 2.185728, loss_style: 0.004949, loss_tv: 0.089924 | |
| 2023-02-07 05:19:56,246 - INFO - [Train] step: 12399, loss_hole: 0.040405, loss_valid: 0.015092, loss_perceptual: 1.947404, loss_style: 0.004065, loss_tv: 0.081918 | |
| 2023-02-07 05:20:18,027 - INFO - [Train] step: 12499, loss_hole: 0.064640, loss_valid: 0.012384, loss_perceptual: 2.704885, loss_style: 0.006203, loss_tv: 0.080678 | |
| 2023-02-07 05:20:39,812 - INFO - [Train] step: 12599, loss_hole: 0.046864, loss_valid: 0.014235, loss_perceptual: 2.291047, loss_style: 0.004503, loss_tv: 0.081931 | |
| 2023-02-07 05:21:01,595 - INFO - [Train] step: 12699, loss_hole: 0.044828, loss_valid: 0.014459, loss_perceptual: 2.450137, loss_style: 0.005756, loss_tv: 0.083037 | |
| 2023-02-07 05:21:23,373 - INFO - [Train] step: 12799, loss_hole: 0.039085, loss_valid: 0.013102, loss_perceptual: 2.139513, loss_style: 0.004066, loss_tv: 0.078698 | |
| 2023-02-07 05:21:45,153 - INFO - [Train] step: 12899, loss_hole: 0.035465, loss_valid: 0.013097, loss_perceptual: 2.105729, loss_style: 0.003828, loss_tv: 0.076706 | |
| 2023-02-07 05:22:06,939 - INFO - [Train] step: 12999, loss_hole: 0.040597, loss_valid: 0.013424, loss_perceptual: 1.945757, loss_style: 0.004231, loss_tv: 0.074636 | |
| 2023-02-07 05:22:16,697 - INFO - [Eval] step: 12999, psnr: 24.220888, ssim: 0.848103, l1: 0.021527 | |
| 2023-02-07 05:22:39,463 - INFO - [Train] step: 13099, loss_hole: 0.038375, loss_valid: 0.012202, loss_perceptual: 2.149244, loss_style: 0.004048, loss_tv: 0.078035 | |
| 2023-02-07 05:23:01,237 - INFO - [Train] step: 13199, loss_hole: 0.045215, loss_valid: 0.011569, loss_perceptual: 2.152855, loss_style: 0.004174, loss_tv: 0.076976 | |
| 2023-02-07 05:23:23,016 - INFO - [Train] step: 13299, loss_hole: 0.030063, loss_valid: 0.013814, loss_perceptual: 1.947979, loss_style: 0.003768, loss_tv: 0.079081 | |
| 2023-02-07 05:23:44,809 - INFO - [Train] step: 13399, loss_hole: 0.046138, loss_valid: 0.011500, loss_perceptual: 2.353128, loss_style: 0.004767, loss_tv: 0.075702 | |
| 2023-02-07 05:24:06,597 - INFO - [Train] step: 13499, loss_hole: 0.028941, loss_valid: 0.014361, loss_perceptual: 1.675672, loss_style: 0.003390, loss_tv: 0.079544 | |
| 2023-02-07 05:24:28,382 - INFO - [Train] step: 13599, loss_hole: 0.039760, loss_valid: 0.012947, loss_perceptual: 1.996861, loss_style: 0.003787, loss_tv: 0.080255 | |
| 2023-02-07 05:24:50,169 - INFO - [Train] step: 13699, loss_hole: 0.027275, loss_valid: 0.010731, loss_perceptual: 1.581730, loss_style: 0.003057, loss_tv: 0.067539 | |
| 2023-02-07 05:25:11,952 - INFO - [Train] step: 13799, loss_hole: 0.057664, loss_valid: 0.012579, loss_perceptual: 2.603746, loss_style: 0.004929, loss_tv: 0.078625 | |
| 2023-02-07 05:25:33,739 - INFO - [Train] step: 13899, loss_hole: 0.046317, loss_valid: 0.014119, loss_perceptual: 2.071521, loss_style: 0.004945, loss_tv: 0.084343 | |
| 2023-02-07 05:25:55,526 - INFO - [Train] step: 13999, loss_hole: 0.038451, loss_valid: 0.013478, loss_perceptual: 2.044773, loss_style: 0.004031, loss_tv: 0.082661 | |
| 2023-02-07 05:26:05,152 - INFO - [Eval] step: 13999, psnr: 24.508451, ssim: 0.860509, l1: 0.020203 | |
| 2023-02-07 05:26:27,882 - INFO - [Train] step: 14099, loss_hole: 0.049323, loss_valid: 0.015555, loss_perceptual: 2.309139, loss_style: 0.004833, loss_tv: 0.079273 | |
| 2023-02-07 05:26:49,915 - INFO - [Train] step: 14199, loss_hole: 0.052836, loss_valid: 0.011721, loss_perceptual: 2.399254, loss_style: 0.004813, loss_tv: 0.080231 | |
| 2023-02-07 05:27:11,689 - INFO - [Train] step: 14299, loss_hole: 0.042770, loss_valid: 0.012341, loss_perceptual: 2.153141, loss_style: 0.004517, loss_tv: 0.079365 | |
| 2023-02-07 05:27:33,462 - INFO - [Train] step: 14399, loss_hole: 0.050556, loss_valid: 0.016549, loss_perceptual: 2.340434, loss_style: 0.005015, loss_tv: 0.076101 | |
| 2023-02-07 05:27:55,240 - INFO - [Train] step: 14499, loss_hole: 0.037310, loss_valid: 0.013356, loss_perceptual: 1.964725, loss_style: 0.004860, loss_tv: 0.078979 | |
| 2023-02-07 05:28:17,023 - INFO - [Train] step: 14599, loss_hole: 0.049390, loss_valid: 0.011473, loss_perceptual: 2.426891, loss_style: 0.004107, loss_tv: 0.077485 | |
| 2023-02-07 05:28:38,800 - INFO - [Train] step: 14699, loss_hole: 0.035860, loss_valid: 0.013239, loss_perceptual: 2.122582, loss_style: 0.004162, loss_tv: 0.072952 | |
| 2023-02-07 05:29:00,577 - INFO - [Train] step: 14799, loss_hole: 0.046742, loss_valid: 0.011444, loss_perceptual: 2.298381, loss_style: 0.004598, loss_tv: 0.074395 | |
| 2023-02-07 05:29:22,366 - INFO - [Train] step: 14899, loss_hole: 0.026642, loss_valid: 0.016749, loss_perceptual: 1.723700, loss_style: 0.003901, loss_tv: 0.089325 | |
| 2023-02-07 05:29:44,142 - INFO - [Train] step: 14999, loss_hole: 0.029299, loss_valid: 0.014006, loss_perceptual: 1.795205, loss_style: 0.003879, loss_tv: 0.085262 | |
| 2023-02-07 05:29:53,849 - INFO - [Eval] step: 14999, psnr: 24.482540, ssim: 0.861407, l1: 0.019995 | |
| 2023-02-07 05:30:16,373 - INFO - [Train] step: 15099, loss_hole: 0.035256, loss_valid: 0.011273, loss_perceptual: 1.980300, loss_style: 0.004158, loss_tv: 0.077353 | |
| 2023-02-07 05:30:38,147 - INFO - [Train] step: 15199, loss_hole: 0.042970, loss_valid: 0.013514, loss_perceptual: 2.052379, loss_style: 0.003746, loss_tv: 0.077483 | |
| 2023-02-07 05:30:59,928 - INFO - [Train] step: 15299, loss_hole: 0.047118, loss_valid: 0.024929, loss_perceptual: 2.359751, loss_style: 0.005086, loss_tv: 0.084467 | |
| 2023-02-07 05:31:21,701 - INFO - [Train] step: 15399, loss_hole: 0.040402, loss_valid: 0.012109, loss_perceptual: 1.819111, loss_style: 0.003872, loss_tv: 0.078132 | |
| 2023-02-07 05:31:43,478 - INFO - [Train] step: 15499, loss_hole: 0.043121, loss_valid: 0.014248, loss_perceptual: 2.252222, loss_style: 0.004836, loss_tv: 0.080004 | |
| 2023-02-07 05:32:05,260 - INFO - [Train] step: 15599, loss_hole: 0.026887, loss_valid: 0.014692, loss_perceptual: 1.642102, loss_style: 0.003235, loss_tv: 0.071615 | |
| 2023-02-07 05:32:27,049 - INFO - [Train] step: 15699, loss_hole: 0.046015, loss_valid: 0.010537, loss_perceptual: 2.468226, loss_style: 0.005077, loss_tv: 0.075956 | |
| 2023-02-07 05:32:48,829 - INFO - [Train] step: 15799, loss_hole: 0.043953, loss_valid: 0.013940, loss_perceptual: 2.271776, loss_style: 0.004748, loss_tv: 0.090445 | |
| 2023-02-07 05:33:10,615 - INFO - [Train] step: 15899, loss_hole: 0.045619, loss_valid: 0.011276, loss_perceptual: 2.193047, loss_style: 0.004383, loss_tv: 0.084876 | |
| 2023-02-07 05:33:32,402 - INFO - [Train] step: 15999, loss_hole: 0.049203, loss_valid: 0.010902, loss_perceptual: 2.376171, loss_style: 0.004229, loss_tv: 0.074315 | |
| 2023-02-07 05:33:42,112 - INFO - [Eval] step: 15999, psnr: 24.298536, ssim: 0.857182, l1: 0.020276 | |
| 2023-02-07 05:34:04,330 - INFO - [Train] step: 16099, loss_hole: 0.031506, loss_valid: 0.012358, loss_perceptual: 1.860720, loss_style: 0.003777, loss_tv: 0.077005 | |
| 2023-02-07 05:34:26,356 - INFO - [Train] step: 16199, loss_hole: 0.058942, loss_valid: 0.011467, loss_perceptual: 2.597153, loss_style: 0.005362, loss_tv: 0.080339 | |
| 2023-02-07 05:34:48,134 - INFO - [Train] step: 16299, loss_hole: 0.042585, loss_valid: 0.010700, loss_perceptual: 2.299314, loss_style: 0.004364, loss_tv: 0.079011 | |
| 2023-02-07 05:35:09,912 - INFO - [Train] step: 16399, loss_hole: 0.021056, loss_valid: 0.015116, loss_perceptual: 1.478198, loss_style: 0.002821, loss_tv: 0.084020 | |
| 2023-02-07 05:35:31,694 - INFO - [Train] step: 16499, loss_hole: 0.037897, loss_valid: 0.013088, loss_perceptual: 1.931747, loss_style: 0.003736, loss_tv: 0.074100 | |
| 2023-02-07 05:35:53,472 - INFO - [Train] step: 16599, loss_hole: 0.051614, loss_valid: 0.011933, loss_perceptual: 2.394739, loss_style: 0.004900, loss_tv: 0.082305 | |
| 2023-02-07 05:36:15,253 - INFO - [Train] step: 16699, loss_hole: 0.040126, loss_valid: 0.009990, loss_perceptual: 1.995167, loss_style: 0.003798, loss_tv: 0.070654 | |
| 2023-02-07 05:36:37,037 - INFO - [Train] step: 16799, loss_hole: 0.047078, loss_valid: 0.013102, loss_perceptual: 2.153059, loss_style: 0.004781, loss_tv: 0.083497 | |
| 2023-02-07 05:36:58,830 - INFO - [Train] step: 16899, loss_hole: 0.033196, loss_valid: 0.011460, loss_perceptual: 1.899519, loss_style: 0.004267, loss_tv: 0.072562 | |
| 2023-02-07 05:37:20,614 - INFO - [Train] step: 16999, loss_hole: 0.028771, loss_valid: 0.012136, loss_perceptual: 1.689226, loss_style: 0.003324, loss_tv: 0.072415 | |
| 2023-02-07 05:37:30,327 - INFO - [Eval] step: 16999, psnr: 24.652664, ssim: 0.865978, l1: 0.019438 | |
| 2023-02-07 05:37:53,137 - INFO - [Train] step: 17099, loss_hole: 0.025949, loss_valid: 0.011844, loss_perceptual: 1.481260, loss_style: 0.003134, loss_tv: 0.078355 | |
| 2023-02-07 05:38:14,912 - INFO - [Train] step: 17199, loss_hole: 0.033100, loss_valid: 0.015177, loss_perceptual: 2.046976, loss_style: 0.004886, loss_tv: 0.083605 | |
| 2023-02-07 05:38:36,714 - INFO - [Train] step: 17299, loss_hole: 0.050935, loss_valid: 0.012325, loss_perceptual: 2.436015, loss_style: 0.004896, loss_tv: 0.082767 | |
| 2023-02-07 05:38:58,499 - INFO - [Train] step: 17399, loss_hole: 0.043098, loss_valid: 0.010359, loss_perceptual: 2.249948, loss_style: 0.004698, loss_tv: 0.077842 | |
| 2023-02-07 05:39:20,283 - INFO - [Train] step: 17499, loss_hole: 0.038435, loss_valid: 0.010217, loss_perceptual: 1.945510, loss_style: 0.003418, loss_tv: 0.072691 | |
| 2023-02-07 05:39:42,062 - INFO - [Train] step: 17599, loss_hole: 0.037635, loss_valid: 0.011200, loss_perceptual: 1.929120, loss_style: 0.003539, loss_tv: 0.077583 | |
| 2023-02-07 05:40:03,852 - INFO - [Train] step: 17699, loss_hole: 0.043484, loss_valid: 0.013391, loss_perceptual: 2.323294, loss_style: 0.004783, loss_tv: 0.086785 | |
| 2023-02-07 05:40:25,629 - INFO - [Train] step: 17799, loss_hole: 0.021519, loss_valid: 0.014008, loss_perceptual: 1.454409, loss_style: 0.002857, loss_tv: 0.072170 | |
| 2023-02-07 05:40:47,411 - INFO - [Train] step: 17899, loss_hole: 0.026204, loss_valid: 0.011234, loss_perceptual: 1.688302, loss_style: 0.003408, loss_tv: 0.072873 | |
| 2023-02-07 05:41:09,188 - INFO - [Train] step: 17999, loss_hole: 0.027475, loss_valid: 0.012643, loss_perceptual: 1.697177, loss_style: 0.004004, loss_tv: 0.078978 | |
| 2023-02-07 05:41:18,957 - INFO - [Eval] step: 17999, psnr: 24.555618, ssim: 0.859058, l1: 0.019851 | |
| 2023-02-07 05:41:41,165 - INFO - [Train] step: 18099, loss_hole: 0.041167, loss_valid: 0.010152, loss_perceptual: 2.132629, loss_style: 0.003809, loss_tv: 0.072877 | |
| 2023-02-07 05:42:03,191 - INFO - [Train] step: 18199, loss_hole: 0.040648, loss_valid: 0.011094, loss_perceptual: 2.161392, loss_style: 0.004841, loss_tv: 0.083001 | |
| 2023-02-07 05:42:24,966 - INFO - [Train] step: 18299, loss_hole: 0.044791, loss_valid: 0.012073, loss_perceptual: 2.216168, loss_style: 0.004382, loss_tv: 0.075913 | |
| 2023-02-07 05:42:46,741 - INFO - [Train] step: 18399, loss_hole: 0.051709, loss_valid: 0.013535, loss_perceptual: 2.456382, loss_style: 0.004569, loss_tv: 0.077058 | |
| 2023-02-07 05:43:08,517 - INFO - [Train] step: 18499, loss_hole: 0.040128, loss_valid: 0.010528, loss_perceptual: 2.031520, loss_style: 0.004001, loss_tv: 0.075907 | |
| 2023-02-07 05:43:30,292 - INFO - [Train] step: 18599, loss_hole: 0.026188, loss_valid: 0.011648, loss_perceptual: 1.647981, loss_style: 0.003229, loss_tv: 0.074245 | |
| 2023-02-07 05:43:52,073 - INFO - [Train] step: 18699, loss_hole: 0.039554, loss_valid: 0.011160, loss_perceptual: 2.030855, loss_style: 0.003941, loss_tv: 0.083047 | |
| 2023-02-07 05:44:13,853 - INFO - [Train] step: 18799, loss_hole: 0.036118, loss_valid: 0.012930, loss_perceptual: 2.050838, loss_style: 0.004550, loss_tv: 0.079454 | |
| 2023-02-07 05:44:35,636 - INFO - [Train] step: 18899, loss_hole: 0.049614, loss_valid: 0.011380, loss_perceptual: 2.027153, loss_style: 0.003812, loss_tv: 0.079314 | |
| 2023-02-07 05:44:57,427 - INFO - [Train] step: 18999, loss_hole: 0.035646, loss_valid: 0.011126, loss_perceptual: 1.894326, loss_style: 0.003668, loss_tv: 0.081377 | |
| 2023-02-07 05:45:07,138 - INFO - [Eval] step: 18999, psnr: 24.732449, ssim: 0.868108, l1: 0.019142 | |
| 2023-02-07 05:45:29,961 - INFO - [Train] step: 19099, loss_hole: 0.031390, loss_valid: 0.010230, loss_perceptual: 1.754427, loss_style: 0.003454, loss_tv: 0.070266 | |
| 2023-02-07 05:45:51,738 - INFO - [Train] step: 19199, loss_hole: 0.034456, loss_valid: 0.010191, loss_perceptual: 1.875126, loss_style: 0.003568, loss_tv: 0.078677 | |
| 2023-02-07 05:46:13,518 - INFO - [Train] step: 19299, loss_hole: 0.048512, loss_valid: 0.010431, loss_perceptual: 2.161280, loss_style: 0.005605, loss_tv: 0.079635 | |
| 2023-02-07 05:46:35,291 - INFO - [Train] step: 19399, loss_hole: 0.047136, loss_valid: 0.008920, loss_perceptual: 2.439171, loss_style: 0.004649, loss_tv: 0.073629 | |
| 2023-02-07 05:46:57,070 - INFO - [Train] step: 19499, loss_hole: 0.049565, loss_valid: 0.013049, loss_perceptual: 2.273549, loss_style: 0.004525, loss_tv: 0.080678 | |
| 2023-02-07 05:47:18,848 - INFO - [Train] step: 19599, loss_hole: 0.031044, loss_valid: 0.010998, loss_perceptual: 1.862601, loss_style: 0.004031, loss_tv: 0.077952 | |
| 2023-02-07 05:47:40,629 - INFO - [Train] step: 19699, loss_hole: 0.063295, loss_valid: 0.010436, loss_perceptual: 2.753044, loss_style: 0.004981, loss_tv: 0.077652 | |
| 2023-02-07 05:48:02,414 - INFO - [Train] step: 19799, loss_hole: 0.032462, loss_valid: 0.014930, loss_perceptual: 1.851033, loss_style: 0.004076, loss_tv: 0.084598 | |
| 2023-02-07 05:48:24,195 - INFO - [Train] step: 19899, loss_hole: 0.042383, loss_valid: 0.011332, loss_perceptual: 2.098162, loss_style: 0.004127, loss_tv: 0.073968 | |
| 2023-02-07 05:48:45,977 - INFO - [Train] step: 19999, loss_hole: 0.026133, loss_valid: 0.012993, loss_perceptual: 1.668169, loss_style: 0.004121, loss_tv: 0.082564 | |
| 2023-02-07 05:48:55,797 - INFO - [Eval] step: 19999, psnr: 24.440502, ssim: 0.864758, l1: 0.019770 | |
| 2023-02-07 05:49:18,316 - INFO - [Train] step: 20099, loss_hole: 0.037450, loss_valid: 0.013808, loss_perceptual: 1.872632, loss_style: 0.003721, loss_tv: 0.078454 | |
| 2023-02-07 05:49:40,341 - INFO - [Train] step: 20199, loss_hole: 0.039020, loss_valid: 0.010835, loss_perceptual: 1.925415, loss_style: 0.003735, loss_tv: 0.076090 | |
| 2023-02-07 05:50:02,112 - INFO - [Train] step: 20299, loss_hole: 0.044279, loss_valid: 0.012357, loss_perceptual: 2.340997, loss_style: 0.004159, loss_tv: 0.090972 | |
| 2023-02-07 05:50:23,883 - INFO - [Train] step: 20399, loss_hole: 0.040153, loss_valid: 0.010398, loss_perceptual: 2.151011, loss_style: 0.004067, loss_tv: 0.081715 | |
| 2023-02-07 05:50:45,661 - INFO - [Train] step: 20499, loss_hole: 0.051404, loss_valid: 0.009846, loss_perceptual: 2.426136, loss_style: 0.004710, loss_tv: 0.076690 | |
| 2023-02-07 05:51:07,437 - INFO - [Train] step: 20599, loss_hole: 0.048152, loss_valid: 0.009991, loss_perceptual: 2.309536, loss_style: 0.003932, loss_tv: 0.078114 | |
| 2023-02-07 05:51:29,215 - INFO - [Train] step: 20699, loss_hole: 0.029341, loss_valid: 0.010281, loss_perceptual: 1.846767, loss_style: 0.004006, loss_tv: 0.071243 | |
| 2023-02-07 05:51:50,993 - INFO - [Train] step: 20799, loss_hole: 0.051167, loss_valid: 0.009161, loss_perceptual: 2.493509, loss_style: 0.005061, loss_tv: 0.076029 | |
| 2023-02-07 05:52:12,770 - INFO - [Train] step: 20899, loss_hole: 0.048543, loss_valid: 0.012208, loss_perceptual: 2.170618, loss_style: 0.004652, loss_tv: 0.075693 | |
| 2023-02-07 05:52:34,548 - INFO - [Train] step: 20999, loss_hole: 0.035386, loss_valid: 0.010093, loss_perceptual: 1.820374, loss_style: 0.003430, loss_tv: 0.071179 | |
| 2023-02-07 05:52:44,146 - INFO - [Eval] step: 20999, psnr: 24.471704, ssim: 0.867131, l1: 0.019462 | |
| 2023-02-07 05:53:06,359 - INFO - [Train] step: 21099, loss_hole: 0.036641, loss_valid: 0.010238, loss_perceptual: 1.953881, loss_style: 0.003692, loss_tv: 0.073952 | |
| 2023-02-07 05:53:28,136 - INFO - [Train] step: 21199, loss_hole: 0.059410, loss_valid: 0.009487, loss_perceptual: 2.671567, loss_style: 0.005252, loss_tv: 0.074182 | |
| 2023-02-07 05:53:49,913 - INFO - [Train] step: 21299, loss_hole: 0.046975, loss_valid: 0.012330, loss_perceptual: 2.259305, loss_style: 0.004878, loss_tv: 0.087153 | |
| 2023-02-07 05:54:11,691 - INFO - [Train] step: 21399, loss_hole: 0.051362, loss_valid: 0.010095, loss_perceptual: 2.248491, loss_style: 0.004019, loss_tv: 0.075275 | |
| 2023-02-07 05:54:33,467 - INFO - [Train] step: 21499, loss_hole: 0.036925, loss_valid: 0.010317, loss_perceptual: 1.938513, loss_style: 0.003561, loss_tv: 0.069480 | |
| 2023-02-07 05:54:55,253 - INFO - [Train] step: 21599, loss_hole: 0.058395, loss_valid: 0.009805, loss_perceptual: 2.505936, loss_style: 0.004455, loss_tv: 0.074305 | |
| 2023-02-07 05:55:17,036 - INFO - [Train] step: 21699, loss_hole: 0.041870, loss_valid: 0.012098, loss_perceptual: 1.998019, loss_style: 0.003896, loss_tv: 0.080791 | |
| 2023-02-07 05:55:38,814 - INFO - [Train] step: 21799, loss_hole: 0.033865, loss_valid: 0.012072, loss_perceptual: 1.793898, loss_style: 0.004095, loss_tv: 0.088642 | |
| 2023-02-07 05:56:00,599 - INFO - [Train] step: 21899, loss_hole: 0.047006, loss_valid: 0.009882, loss_perceptual: 2.192157, loss_style: 0.004262, loss_tv: 0.081094 | |
| 2023-02-07 05:56:22,384 - INFO - [Train] step: 21999, loss_hole: 0.037431, loss_valid: 0.011920, loss_perceptual: 1.971231, loss_style: 0.004385, loss_tv: 0.080223 | |
| 2023-02-07 05:56:32,041 - INFO - [Eval] step: 21999, psnr: 24.821613, ssim: 0.866803, l1: 0.019013 | |
| 2023-02-07 05:56:54,814 - INFO - [Train] step: 22099, loss_hole: 0.042989, loss_valid: 0.011453, loss_perceptual: 2.194448, loss_style: 0.003889, loss_tv: 0.079902 | |
| 2023-02-07 05:57:16,854 - INFO - [Train] step: 22199, loss_hole: 0.033132, loss_valid: 0.010555, loss_perceptual: 1.828466, loss_style: 0.003012, loss_tv: 0.070489 | |
| 2023-02-07 05:57:38,633 - INFO - [Train] step: 22299, loss_hole: 0.044198, loss_valid: 0.011268, loss_perceptual: 2.458549, loss_style: 0.004279, loss_tv: 0.081735 | |
| 2023-02-07 05:58:00,417 - INFO - [Train] step: 22399, loss_hole: 0.042076, loss_valid: 0.010015, loss_perceptual: 2.090706, loss_style: 0.003962, loss_tv: 0.081210 | |
| 2023-02-07 05:58:22,203 - INFO - [Train] step: 22499, loss_hole: 0.031159, loss_valid: 0.011812, loss_perceptual: 1.850143, loss_style: 0.003330, loss_tv: 0.075713 | |
| 2023-02-07 05:58:43,986 - INFO - [Train] step: 22599, loss_hole: 0.040761, loss_valid: 0.010928, loss_perceptual: 1.984426, loss_style: 0.004097, loss_tv: 0.075578 | |
| 2023-02-07 05:59:05,804 - INFO - [Train] step: 22699, loss_hole: 0.057394, loss_valid: 0.010653, loss_perceptual: 2.589114, loss_style: 0.006751, loss_tv: 0.081457 | |
| 2023-02-07 05:59:27,586 - INFO - [Train] step: 22799, loss_hole: 0.036705, loss_valid: 0.011894, loss_perceptual: 1.976153, loss_style: 0.004306, loss_tv: 0.078256 | |
| 2023-02-07 05:59:49,364 - INFO - [Train] step: 22899, loss_hole: 0.031301, loss_valid: 0.012318, loss_perceptual: 1.780027, loss_style: 0.003297, loss_tv: 0.081875 | |
| 2023-02-07 06:00:11,137 - INFO - [Train] step: 22999, loss_hole: 0.040312, loss_valid: 0.013719, loss_perceptual: 2.048706, loss_style: 0.004094, loss_tv: 0.080194 | |
| 2023-02-07 06:00:20,967 - INFO - [Eval] step: 22999, psnr: 24.853327, ssim: 0.869869, l1: 0.018832 | |
| 2023-02-07 06:00:43,765 - INFO - [Train] step: 23099, loss_hole: 0.029524, loss_valid: 0.010693, loss_perceptual: 1.582654, loss_style: 0.002951, loss_tv: 0.076291 | |
| 2023-02-07 06:01:05,552 - INFO - [Train] step: 23199, loss_hole: 0.036021, loss_valid: 0.009816, loss_perceptual: 1.789702, loss_style: 0.003337, loss_tv: 0.076053 | |
| 2023-02-07 06:01:27,326 - INFO - [Train] step: 23299, loss_hole: 0.051839, loss_valid: 0.009854, loss_perceptual: 2.342698, loss_style: 0.004802, loss_tv: 0.070029 | |
| 2023-02-07 06:01:49,104 - INFO - [Train] step: 23399, loss_hole: 0.039879, loss_valid: 0.012034, loss_perceptual: 2.057447, loss_style: 0.004204, loss_tv: 0.088304 | |
| 2023-02-07 06:02:10,880 - INFO - [Train] step: 23499, loss_hole: 0.048072, loss_valid: 0.009559, loss_perceptual: 2.233624, loss_style: 0.004293, loss_tv: 0.077107 | |
| 2023-02-07 06:02:32,656 - INFO - [Train] step: 23599, loss_hole: 0.039316, loss_valid: 0.011367, loss_perceptual: 2.075677, loss_style: 0.004309, loss_tv: 0.082184 | |
| 2023-02-07 06:02:54,434 - INFO - [Train] step: 23699, loss_hole: 0.024915, loss_valid: 0.011500, loss_perceptual: 1.614573, loss_style: 0.003246, loss_tv: 0.077415 | |
| 2023-02-07 06:03:16,217 - INFO - [Train] step: 23799, loss_hole: 0.047009, loss_valid: 0.009715, loss_perceptual: 2.209243, loss_style: 0.003998, loss_tv: 0.076813 | |
| 2023-02-07 06:03:37,999 - INFO - [Train] step: 23899, loss_hole: 0.024903, loss_valid: 0.011321, loss_perceptual: 1.555194, loss_style: 0.003117, loss_tv: 0.073129 | |
| 2023-02-07 06:03:59,787 - INFO - [Train] step: 23999, loss_hole: 0.031144, loss_valid: 0.011605, loss_perceptual: 1.838573, loss_style: 0.003469, loss_tv: 0.075805 | |
| 2023-02-07 06:04:09,641 - INFO - [Eval] step: 23999, psnr: 24.749744, ssim: 0.864389, l1: 0.019157 | |
| 2023-02-07 06:04:31,856 - INFO - [Train] step: 24099, loss_hole: 0.026111, loss_valid: 0.010068, loss_perceptual: 1.570528, loss_style: 0.003099, loss_tv: 0.074320 | |
| 2023-02-07 06:04:53,895 - INFO - [Train] step: 24199, loss_hole: 0.063435, loss_valid: 0.009519, loss_perceptual: 2.592060, loss_style: 0.005451, loss_tv: 0.075863 | |
| 2023-02-07 06:05:15,671 - INFO - [Train] step: 24299, loss_hole: 0.050796, loss_valid: 0.009950, loss_perceptual: 2.190424, loss_style: 0.004304, loss_tv: 0.076602 | |
| 2023-02-07 06:05:37,445 - INFO - [Train] step: 24399, loss_hole: 0.034407, loss_valid: 0.011055, loss_perceptual: 2.027098, loss_style: 0.003585, loss_tv: 0.081596 | |
| 2023-02-07 06:05:59,219 - INFO - [Train] step: 24499, loss_hole: 0.028786, loss_valid: 0.011157, loss_perceptual: 1.716285, loss_style: 0.003629, loss_tv: 0.076642 | |
| 2023-02-07 06:06:20,995 - INFO - [Train] step: 24599, loss_hole: 0.042580, loss_valid: 0.010656, loss_perceptual: 2.040134, loss_style: 0.003640, loss_tv: 0.079615 | |
| 2023-02-07 06:06:42,771 - INFO - [Train] step: 24699, loss_hole: 0.036390, loss_valid: 0.011079, loss_perceptual: 1.926787, loss_style: 0.003408, loss_tv: 0.080918 | |
| 2023-02-07 06:07:04,550 - INFO - [Train] step: 24799, loss_hole: 0.023469, loss_valid: 0.011639, loss_perceptual: 1.417878, loss_style: 0.003162, loss_tv: 0.075884 | |
| 2023-02-07 06:07:26,327 - INFO - [Train] step: 24899, loss_hole: 0.031823, loss_valid: 0.010743, loss_perceptual: 1.789728, loss_style: 0.003952, loss_tv: 0.082583 | |
| 2023-02-07 06:07:48,107 - INFO - [Train] step: 24999, loss_hole: 0.042850, loss_valid: 0.009526, loss_perceptual: 2.206130, loss_style: 0.004084, loss_tv: 0.071363 | |
| 2023-02-07 06:07:57,851 - INFO - [Eval] step: 24999, psnr: 24.707016, ssim: 0.865732, l1: 0.019139 | |
| 2023-02-07 06:08:20,395 - INFO - [Train] step: 25099, loss_hole: 0.057649, loss_valid: 0.010837, loss_perceptual: 2.810359, loss_style: 0.005548, loss_tv: 0.085025 | |
| 2023-02-07 06:08:42,172 - INFO - [Train] step: 25199, loss_hole: 0.035227, loss_valid: 0.012134, loss_perceptual: 1.868088, loss_style: 0.003683, loss_tv: 0.081556 | |
| 2023-02-07 06:09:03,949 - INFO - [Train] step: 25299, loss_hole: 0.029198, loss_valid: 0.010051, loss_perceptual: 1.745993, loss_style: 0.003602, loss_tv: 0.072578 | |
| 2023-02-07 06:09:25,722 - INFO - [Train] step: 25399, loss_hole: 0.031992, loss_valid: 0.012427, loss_perceptual: 1.816321, loss_style: 0.003977, loss_tv: 0.092096 | |
| 2023-02-07 06:09:47,494 - INFO - [Train] step: 25499, loss_hole: 0.033341, loss_valid: 0.009068, loss_perceptual: 1.815284, loss_style: 0.003079, loss_tv: 0.071780 | |
| 2023-02-07 06:10:09,269 - INFO - [Train] step: 25599, loss_hole: 0.034859, loss_valid: 0.010669, loss_perceptual: 1.854660, loss_style: 0.004098, loss_tv: 0.069032 | |
| 2023-02-07 06:10:31,045 - INFO - [Train] step: 25699, loss_hole: 0.038555, loss_valid: 0.009946, loss_perceptual: 1.980579, loss_style: 0.003458, loss_tv: 0.080907 | |
| 2023-02-07 06:10:52,821 - INFO - [Train] step: 25799, loss_hole: 0.032630, loss_valid: 0.010505, loss_perceptual: 1.820711, loss_style: 0.003687, loss_tv: 0.077247 | |
| 2023-02-07 06:11:14,599 - INFO - [Train] step: 25899, loss_hole: 0.034656, loss_valid: 0.012615, loss_perceptual: 1.849881, loss_style: 0.004034, loss_tv: 0.084070 | |
| 2023-02-07 06:11:36,371 - INFO - [Train] step: 25999, loss_hole: 0.038895, loss_valid: 0.010968, loss_perceptual: 1.929194, loss_style: 0.004495, loss_tv: 0.076729 | |
| 2023-02-07 06:11:46,064 - INFO - [Eval] step: 25999, psnr: 24.849140, ssim: 0.864615, l1: 0.018909 | |
| 2023-02-07 06:12:08,269 - INFO - [Train] step: 26099, loss_hole: 0.032115, loss_valid: 0.012157, loss_perceptual: 1.662301, loss_style: 0.003229, loss_tv: 0.077915 | |
| 2023-02-07 06:12:30,300 - INFO - [Train] step: 26199, loss_hole: 0.035729, loss_valid: 0.010714, loss_perceptual: 2.045245, loss_style: 0.003829, loss_tv: 0.076207 | |
| 2023-02-07 06:12:52,072 - INFO - [Train] step: 26299, loss_hole: 0.049497, loss_valid: 0.009628, loss_perceptual: 2.220487, loss_style: 0.005051, loss_tv: 0.083648 | |
| 2023-02-07 06:13:13,848 - INFO - [Train] step: 26399, loss_hole: 0.018366, loss_valid: 0.012322, loss_perceptual: 1.317349, loss_style: 0.002987, loss_tv: 0.084868 | |
| 2023-02-07 06:13:35,628 - INFO - [Train] step: 26499, loss_hole: 0.044990, loss_valid: 0.009212, loss_perceptual: 2.164982, loss_style: 0.003980, loss_tv: 0.073062 | |
| 2023-02-07 06:13:57,410 - INFO - [Train] step: 26599, loss_hole: 0.032175, loss_valid: 0.009546, loss_perceptual: 1.751346, loss_style: 0.003536, loss_tv: 0.077402 | |
| 2023-02-07 06:14:19,188 - INFO - [Train] step: 26699, loss_hole: 0.035069, loss_valid: 0.010479, loss_perceptual: 1.780982, loss_style: 0.003316, loss_tv: 0.074530 | |
| 2023-02-07 06:14:40,967 - INFO - [Train] step: 26799, loss_hole: 0.043532, loss_valid: 0.010210, loss_perceptual: 2.251858, loss_style: 0.004613, loss_tv: 0.078404 | |
| 2023-02-07 06:15:02,750 - INFO - [Train] step: 26899, loss_hole: 0.050795, loss_valid: 0.009375, loss_perceptual: 2.271678, loss_style: 0.004033, loss_tv: 0.075909 | |
| 2023-02-07 06:15:24,527 - INFO - [Train] step: 26999, loss_hole: 0.024271, loss_valid: 0.011034, loss_perceptual: 1.496351, loss_style: 0.003064, loss_tv: 0.069978 | |
| 2023-02-07 06:15:34,275 - INFO - [Eval] step: 26999, psnr: 25.003744, ssim: 0.870170, l1: 0.018464 | |
| 2023-02-07 06:15:57,047 - INFO - [Train] step: 27099, loss_hole: 0.029991, loss_valid: 0.011152, loss_perceptual: 1.677643, loss_style: 0.003080, loss_tv: 0.076314 | |
| 2023-02-07 06:16:18,817 - INFO - [Train] step: 27199, loss_hole: 0.022025, loss_valid: 0.010398, loss_perceptual: 1.394979, loss_style: 0.002478, loss_tv: 0.074682 | |
| 2023-02-07 06:16:40,593 - INFO - [Train] step: 27299, loss_hole: 0.047203, loss_valid: 0.011635, loss_perceptual: 2.339847, loss_style: 0.004229, loss_tv: 0.081385 | |
| 2023-02-07 06:17:02,365 - INFO - [Train] step: 27399, loss_hole: 0.029234, loss_valid: 0.010352, loss_perceptual: 1.626603, loss_style: 0.003009, loss_tv: 0.073816 | |
| 2023-02-07 06:17:24,141 - INFO - [Train] step: 27499, loss_hole: 0.024949, loss_valid: 0.009915, loss_perceptual: 1.433811, loss_style: 0.002840, loss_tv: 0.063802 | |
| 2023-02-07 06:17:45,920 - INFO - [Train] step: 27599, loss_hole: 0.035839, loss_valid: 0.010683, loss_perceptual: 2.078540, loss_style: 0.004363, loss_tv: 0.074680 | |
| 2023-02-07 06:18:07,699 - INFO - [Train] step: 27699, loss_hole: 0.045866, loss_valid: 0.009779, loss_perceptual: 2.244500, loss_style: 0.004546, loss_tv: 0.082598 | |
| 2023-02-07 06:18:29,490 - INFO - [Train] step: 27799, loss_hole: 0.027508, loss_valid: 0.012460, loss_perceptual: 1.687134, loss_style: 0.003347, loss_tv: 0.079539 | |
| 2023-02-07 06:18:51,273 - INFO - [Train] step: 27899, loss_hole: 0.051519, loss_valid: 0.008913, loss_perceptual: 2.242375, loss_style: 0.004668, loss_tv: 0.080431 | |
| 2023-02-07 06:19:13,053 - INFO - [Train] step: 27999, loss_hole: 0.034905, loss_valid: 0.009562, loss_perceptual: 2.025917, loss_style: 0.003706, loss_tv: 0.074686 | |
| 2023-02-07 06:19:22,696 - INFO - [Eval] step: 27999, psnr: 24.985270, ssim: 0.871875, l1: 0.018360 | |
| 2023-02-07 06:19:44,913 - INFO - [Train] step: 28099, loss_hole: 0.035644, loss_valid: 0.009592, loss_perceptual: 1.876854, loss_style: 0.003652, loss_tv: 0.074515 | |
| 2023-02-07 06:20:06,689 - INFO - [Train] step: 28199, loss_hole: 0.045977, loss_valid: 0.012098, loss_perceptual: 2.028785, loss_style: 0.003745, loss_tv: 0.076359 | |
| 2023-02-07 06:20:28,727 - INFO - [Train] step: 28299, loss_hole: 0.037525, loss_valid: 0.009172, loss_perceptual: 1.957034, loss_style: 0.003535, loss_tv: 0.072389 | |
| 2023-02-07 06:20:50,505 - INFO - [Train] step: 28399, loss_hole: 0.032874, loss_valid: 0.010476, loss_perceptual: 1.945125, loss_style: 0.004360, loss_tv: 0.076041 | |
| 2023-02-07 06:21:12,274 - INFO - [Train] step: 28499, loss_hole: 0.029607, loss_valid: 0.012268, loss_perceptual: 1.696870, loss_style: 0.003815, loss_tv: 0.077642 | |
| 2023-02-07 06:21:34,048 - INFO - [Train] step: 28599, loss_hole: 0.026033, loss_valid: 0.013298, loss_perceptual: 1.485031, loss_style: 0.003054, loss_tv: 0.067692 | |
| 2023-02-07 06:21:55,825 - INFO - [Train] step: 28699, loss_hole: 0.039863, loss_valid: 0.009590, loss_perceptual: 1.988439, loss_style: 0.003697, loss_tv: 0.076791 | |
| 2023-02-07 06:22:17,603 - INFO - [Train] step: 28799, loss_hole: 0.045282, loss_valid: 0.009616, loss_perceptual: 2.172620, loss_style: 0.003965, loss_tv: 0.079402 | |
| 2023-02-07 06:22:39,386 - INFO - [Train] step: 28899, loss_hole: 0.041521, loss_valid: 0.008529, loss_perceptual: 2.187649, loss_style: 0.004103, loss_tv: 0.075695 | |
| 2023-02-07 06:23:01,174 - INFO - [Train] step: 28999, loss_hole: 0.035631, loss_valid: 0.010434, loss_perceptual: 1.864291, loss_style: 0.003492, loss_tv: 0.080407 | |
| 2023-02-07 06:23:10,914 - INFO - [Eval] step: 28999, psnr: 24.987658, ssim: 0.867795, l1: 0.018625 | |
| 2023-02-07 06:23:33,134 - INFO - [Train] step: 29099, loss_hole: 0.031679, loss_valid: 0.012569, loss_perceptual: 1.693104, loss_style: 0.003584, loss_tv: 0.088245 | |
| 2023-02-07 06:23:54,915 - INFO - [Train] step: 29199, loss_hole: 0.039087, loss_valid: 0.009365, loss_perceptual: 2.095672, loss_style: 0.003426, loss_tv: 0.077951 | |
| 2023-02-07 06:24:16,696 - INFO - [Train] step: 29299, loss_hole: 0.014834, loss_valid: 0.014443, loss_perceptual: 1.192652, loss_style: 0.002817, loss_tv: 0.076513 | |
| 2023-02-07 06:24:38,472 - INFO - [Train] step: 29399, loss_hole: 0.035505, loss_valid: 0.009919, loss_perceptual: 1.958469, loss_style: 0.003903, loss_tv: 0.071473 | |
| 2023-02-07 06:25:00,244 - INFO - [Train] step: 29499, loss_hole: 0.063422, loss_valid: 0.010426, loss_perceptual: 2.559606, loss_style: 0.005477, loss_tv: 0.084710 | |
| 2023-02-07 06:25:22,020 - INFO - [Train] step: 29599, loss_hole: 0.027787, loss_valid: 0.010431, loss_perceptual: 1.658828, loss_style: 0.003251, loss_tv: 0.084264 | |
| 2023-02-07 06:25:43,799 - INFO - [Train] step: 29699, loss_hole: 0.035149, loss_valid: 0.009500, loss_perceptual: 1.587776, loss_style: 0.002908, loss_tv: 0.071404 | |
| 2023-02-07 06:26:05,574 - INFO - [Train] step: 29799, loss_hole: 0.022751, loss_valid: 0.010928, loss_perceptual: 1.432184, loss_style: 0.002738, loss_tv: 0.078763 | |
| 2023-02-07 06:26:27,356 - INFO - [Train] step: 29899, loss_hole: 0.028654, loss_valid: 0.010539, loss_perceptual: 1.658923, loss_style: 0.003383, loss_tv: 0.080137 | |
| 2023-02-07 06:26:49,133 - INFO - [Train] step: 29999, loss_hole: 0.047701, loss_valid: 0.009366, loss_perceptual: 2.368030, loss_style: 0.004649, loss_tv: 0.082485 | |
| 2023-02-07 06:26:58,834 - INFO - [Eval] step: 29999, psnr: 24.840244, ssim: 0.869976, l1: 0.018653 | |
| 2023-02-07 06:27:21,362 - INFO - [Train] step: 30099, loss_hole: 0.033154, loss_valid: 0.010316, loss_perceptual: 1.916393, loss_style: 0.003663, loss_tv: 0.085326 | |
| 2023-02-07 06:27:43,133 - INFO - [Train] step: 30199, loss_hole: 0.054886, loss_valid: 0.010233, loss_perceptual: 2.536110, loss_style: 0.005203, loss_tv: 0.084341 | |
| 2023-02-07 06:28:05,164 - INFO - [Train] step: 30299, loss_hole: 0.042379, loss_valid: 0.010623, loss_perceptual: 2.213888, loss_style: 0.005003, loss_tv: 0.079653 | |
| 2023-02-07 06:28:26,936 - INFO - [Train] step: 30399, loss_hole: 0.031320, loss_valid: 0.009572, loss_perceptual: 1.765889, loss_style: 0.003108, loss_tv: 0.073566 | |
| 2023-02-07 06:28:48,707 - INFO - [Train] step: 30499, loss_hole: 0.048421, loss_valid: 0.010334, loss_perceptual: 2.249023, loss_style: 0.004379, loss_tv: 0.082341 | |
| 2023-02-07 06:29:10,478 - INFO - [Train] step: 30599, loss_hole: 0.025083, loss_valid: 0.011890, loss_perceptual: 1.472106, loss_style: 0.003044, loss_tv: 0.083432 | |
| 2023-02-07 06:29:32,252 - INFO - [Train] step: 30699, loss_hole: 0.043483, loss_valid: 0.008729, loss_perceptual: 2.256557, loss_style: 0.004462, loss_tv: 0.076738 | |
| 2023-02-07 06:29:54,024 - INFO - [Train] step: 30799, loss_hole: 0.029241, loss_valid: 0.009799, loss_perceptual: 1.638123, loss_style: 0.003242, loss_tv: 0.075470 | |
| 2023-02-07 06:30:15,799 - INFO - [Train] step: 30899, loss_hole: 0.033356, loss_valid: 0.009812, loss_perceptual: 2.019021, loss_style: 0.003550, loss_tv: 0.075664 | |
| 2023-02-07 06:30:37,575 - INFO - [Train] step: 30999, loss_hole: 0.036697, loss_valid: 0.011316, loss_perceptual: 1.997298, loss_style: 0.004509, loss_tv: 0.082570 | |
| 2023-02-07 06:30:47,240 - INFO - [Eval] step: 30999, psnr: 25.057341, ssim: 0.872442, l1: 0.018350 | |
| 2023-02-07 06:31:10,089 - INFO - [Train] step: 31099, loss_hole: 0.042025, loss_valid: 0.009213, loss_perceptual: 2.153896, loss_style: 0.005155, loss_tv: 0.079255 | |
| 2023-02-07 06:31:31,869 - INFO - [Train] step: 31199, loss_hole: 0.050627, loss_valid: 0.009060, loss_perceptual: 2.296747, loss_style: 0.004462, loss_tv: 0.075779 | |
| 2023-02-07 06:31:53,639 - INFO - [Train] step: 31299, loss_hole: 0.035921, loss_valid: 0.010869, loss_perceptual: 1.965278, loss_style: 0.003608, loss_tv: 0.076574 | |
| 2023-02-07 06:32:15,418 - INFO - [Train] step: 31399, loss_hole: 0.037646, loss_valid: 0.010254, loss_perceptual: 1.999594, loss_style: 0.003987, loss_tv: 0.076406 | |
| 2023-02-07 06:32:37,197 - INFO - [Train] step: 31499, loss_hole: 0.057823, loss_valid: 0.008146, loss_perceptual: 2.529558, loss_style: 0.005213, loss_tv: 0.078034 | |
| 2023-02-07 06:32:58,985 - INFO - [Train] step: 31599, loss_hole: 0.031238, loss_valid: 0.010895, loss_perceptual: 1.818823, loss_style: 0.003516, loss_tv: 0.089855 | |
| 2023-02-07 06:33:20,772 - INFO - [Train] step: 31699, loss_hole: 0.035660, loss_valid: 0.009813, loss_perceptual: 1.921376, loss_style: 0.003294, loss_tv: 0.079039 | |
| 2023-02-07 06:33:42,556 - INFO - [Train] step: 31799, loss_hole: 0.038521, loss_valid: 0.009948, loss_perceptual: 2.094493, loss_style: 0.004093, loss_tv: 0.078273 | |
| 2023-02-07 06:34:04,338 - INFO - [Train] step: 31899, loss_hole: 0.036024, loss_valid: 0.009968, loss_perceptual: 1.797040, loss_style: 0.003455, loss_tv: 0.077150 | |
| 2023-02-07 06:34:26,125 - INFO - [Train] step: 31999, loss_hole: 0.041018, loss_valid: 0.009145, loss_perceptual: 2.050264, loss_style: 0.004275, loss_tv: 0.072974 | |
| 2023-02-07 06:34:35,964 - INFO - [Eval] step: 31999, psnr: 24.948669, ssim: 0.865421, l1: 0.018866 | |
| 2023-02-07 06:34:58,178 - INFO - [Train] step: 32099, loss_hole: 0.047623, loss_valid: 0.009052, loss_perceptual: 2.231404, loss_style: 0.004666, loss_tv: 0.082692 | |
| 2023-02-07 06:35:19,960 - INFO - [Train] step: 32199, loss_hole: 0.036485, loss_valid: 0.010110, loss_perceptual: 2.000322, loss_style: 0.003880, loss_tv: 0.082342 | |
| 2023-02-07 06:35:41,996 - INFO - [Train] step: 32299, loss_hole: 0.036519, loss_valid: 0.009657, loss_perceptual: 2.066897, loss_style: 0.003950, loss_tv: 0.077548 | |
| 2023-02-07 06:36:03,780 - INFO - [Train] step: 32399, loss_hole: 0.038648, loss_valid: 0.008075, loss_perceptual: 2.037070, loss_style: 0.003656, loss_tv: 0.072942 | |
| 2023-02-07 06:36:25,565 - INFO - [Train] step: 32499, loss_hole: 0.028361, loss_valid: 0.010362, loss_perceptual: 1.725163, loss_style: 0.003284, loss_tv: 0.084152 | |
| 2023-02-07 06:36:47,352 - INFO - [Train] step: 32599, loss_hole: 0.037550, loss_valid: 0.010424, loss_perceptual: 2.135227, loss_style: 0.004187, loss_tv: 0.086796 | |
| 2023-02-07 06:37:09,139 - INFO - [Train] step: 32699, loss_hole: 0.028724, loss_valid: 0.008793, loss_perceptual: 1.639849, loss_style: 0.003267, loss_tv: 0.080208 | |
| 2023-02-07 06:37:30,926 - INFO - [Train] step: 32799, loss_hole: 0.032274, loss_valid: 0.009095, loss_perceptual: 1.749139, loss_style: 0.003578, loss_tv: 0.074286 | |
| 2023-02-07 06:37:52,716 - INFO - [Train] step: 32899, loss_hole: 0.038185, loss_valid: 0.010556, loss_perceptual: 1.866392, loss_style: 0.003374, loss_tv: 0.068619 | |
| 2023-02-07 06:38:14,506 - INFO - [Train] step: 32999, loss_hole: 0.021749, loss_valid: 0.010178, loss_perceptual: 1.448303, loss_style: 0.002651, loss_tv: 0.076662 | |
| 2023-02-07 06:38:24,460 - INFO - [Eval] step: 32999, psnr: 25.183273, ssim: 0.876674, l1: 0.017852 | |
| 2023-02-07 06:38:47,295 - INFO - [Train] step: 33099, loss_hole: 0.021683, loss_valid: 0.011627, loss_perceptual: 1.504484, loss_style: 0.003022, loss_tv: 0.075872 | |
| 2023-02-07 06:39:09,077 - INFO - [Train] step: 33199, loss_hole: 0.031011, loss_valid: 0.011766, loss_perceptual: 1.728659, loss_style: 0.003442, loss_tv: 0.086388 | |
| 2023-02-07 06:39:30,863 - INFO - [Train] step: 33299, loss_hole: 0.032064, loss_valid: 0.009651, loss_perceptual: 1.756933, loss_style: 0.003449, loss_tv: 0.073053 | |
| 2023-02-07 06:39:52,654 - INFO - [Train] step: 33399, loss_hole: 0.041655, loss_valid: 0.009637, loss_perceptual: 2.119656, loss_style: 0.003674, loss_tv: 0.079693 | |
| 2023-02-07 06:40:14,445 - INFO - [Train] step: 33499, loss_hole: 0.019389, loss_valid: 0.009751, loss_perceptual: 1.392760, loss_style: 0.002558, loss_tv: 0.071699 | |
| 2023-02-07 06:40:36,235 - INFO - [Train] step: 33599, loss_hole: 0.055897, loss_valid: 0.011085, loss_perceptual: 2.472368, loss_style: 0.004404, loss_tv: 0.080216 | |
| 2023-02-07 06:40:58,023 - INFO - [Train] step: 33699, loss_hole: 0.047922, loss_valid: 0.007958, loss_perceptual: 2.088586, loss_style: 0.003937, loss_tv: 0.070134 | |
| 2023-02-07 06:41:19,808 - INFO - [Train] step: 33799, loss_hole: 0.058269, loss_valid: 0.010311, loss_perceptual: 2.568833, loss_style: 0.005724, loss_tv: 0.085111 | |
| 2023-02-07 06:41:41,597 - INFO - [Train] step: 33899, loss_hole: 0.032640, loss_valid: 0.009834, loss_perceptual: 1.964960, loss_style: 0.004192, loss_tv: 0.079124 | |
| 2023-02-07 06:42:03,383 - INFO - [Train] step: 33999, loss_hole: 0.030763, loss_valid: 0.010354, loss_perceptual: 1.674935, loss_style: 0.003221, loss_tv: 0.082746 | |
| 2023-02-07 06:42:13,106 - INFO - [Eval] step: 33999, psnr: 24.701591, ssim: 0.866585, l1: 0.018857 | |
| 2023-02-07 06:42:35,321 - INFO - [Train] step: 34099, loss_hole: 0.037827, loss_valid: 0.011390, loss_perceptual: 1.989107, loss_style: 0.004068, loss_tv: 0.075050 | |
| 2023-02-07 06:42:57,109 - INFO - [Train] step: 34199, loss_hole: 0.040967, loss_valid: 0.009353, loss_perceptual: 1.959580, loss_style: 0.003474, loss_tv: 0.070392 | |
| 2023-02-07 06:43:19,152 - INFO - [Train] step: 34299, loss_hole: 0.039420, loss_valid: 0.008379, loss_perceptual: 1.863489, loss_style: 0.003488, loss_tv: 0.072827 | |
| 2023-02-07 06:43:40,938 - INFO - [Train] step: 34399, loss_hole: 0.053980, loss_valid: 0.008928, loss_perceptual: 2.247668, loss_style: 0.004147, loss_tv: 0.073818 | |
| 2023-02-07 06:44:02,719 - INFO - [Train] step: 34499, loss_hole: 0.037480, loss_valid: 0.010036, loss_perceptual: 1.933680, loss_style: 0.003889, loss_tv: 0.081554 | |
| 2023-02-07 06:44:24,503 - INFO - [Train] step: 34599, loss_hole: 0.023322, loss_valid: 0.011390, loss_perceptual: 1.585642, loss_style: 0.003494, loss_tv: 0.080774 | |
| 2023-02-07 06:44:46,286 - INFO - [Train] step: 34699, loss_hole: 0.041417, loss_valid: 0.009580, loss_perceptual: 1.949218, loss_style: 0.003479, loss_tv: 0.074587 | |
| 2023-02-07 06:45:08,081 - INFO - [Train] step: 34799, loss_hole: 0.035671, loss_valid: 0.009973, loss_perceptual: 1.980679, loss_style: 0.004150, loss_tv: 0.079548 | |
| 2023-02-07 06:45:29,865 - INFO - [Train] step: 34899, loss_hole: 0.034311, loss_valid: 0.008007, loss_perceptual: 1.797446, loss_style: 0.003318, loss_tv: 0.069887 | |
| 2023-02-07 06:45:51,650 - INFO - [Train] step: 34999, loss_hole: 0.044663, loss_valid: 0.010688, loss_perceptual: 2.263380, loss_style: 0.004780, loss_tv: 0.083944 | |
| 2023-02-07 06:46:01,337 - INFO - [Eval] step: 34999, psnr: 24.614515, ssim: 0.867481, l1: 0.018955 | |
| 2023-02-07 06:46:23,869 - INFO - [Train] step: 35099, loss_hole: 0.036748, loss_valid: 0.008449, loss_perceptual: 2.013893, loss_style: 0.003937, loss_tv: 0.072316 | |
| 2023-02-07 06:46:45,647 - INFO - [Train] step: 35199, loss_hole: 0.037640, loss_valid: 0.009782, loss_perceptual: 2.002556, loss_style: 0.003383, loss_tv: 0.082647 | |
| 2023-02-07 06:47:07,426 - INFO - [Train] step: 35299, loss_hole: 0.028058, loss_valid: 0.009326, loss_perceptual: 1.578857, loss_style: 0.003247, loss_tv: 0.069426 | |
| 2023-02-07 06:47:29,210 - INFO - [Train] step: 35399, loss_hole: 0.044958, loss_valid: 0.010018, loss_perceptual: 2.213332, loss_style: 0.004078, loss_tv: 0.074129 | |
| 2023-02-07 06:47:50,991 - INFO - [Train] step: 35499, loss_hole: 0.031078, loss_valid: 0.009221, loss_perceptual: 1.830356, loss_style: 0.003259, loss_tv: 0.078339 | |
| 2023-02-07 06:48:12,774 - INFO - [Train] step: 35599, loss_hole: 0.026875, loss_valid: 0.010679, loss_perceptual: 1.670696, loss_style: 0.003086, loss_tv: 0.076204 | |
| 2023-02-07 06:48:34,569 - INFO - [Train] step: 35699, loss_hole: 0.033139, loss_valid: 0.008864, loss_perceptual: 1.744699, loss_style: 0.003249, loss_tv: 0.076728 | |
| 2023-02-07 06:48:56,354 - INFO - [Train] step: 35799, loss_hole: 0.034748, loss_valid: 0.009969, loss_perceptual: 1.901780, loss_style: 0.003207, loss_tv: 0.081225 | |
| 2023-02-07 06:49:18,141 - INFO - [Train] step: 35899, loss_hole: 0.038861, loss_valid: 0.008952, loss_perceptual: 1.960969, loss_style: 0.003543, loss_tv: 0.075501 | |
| 2023-02-07 06:49:39,932 - INFO - [Train] step: 35999, loss_hole: 0.035547, loss_valid: 0.010805, loss_perceptual: 1.939404, loss_style: 0.003641, loss_tv: 0.087002 | |
| 2023-02-07 06:49:49,644 - INFO - [Eval] step: 35999, psnr: 25.062775, ssim: 0.875405, l1: 0.018039 | |
| 2023-02-07 06:50:11,855 - INFO - [Train] step: 36099, loss_hole: 0.038117, loss_valid: 0.010265, loss_perceptual: 2.044417, loss_style: 0.003737, loss_tv: 0.080643 | |
| 2023-02-07 06:50:33,637 - INFO - [Train] step: 36199, loss_hole: 0.054454, loss_valid: 0.008628, loss_perceptual: 2.448205, loss_style: 0.004570, loss_tv: 0.077678 | |
| 2023-02-07 06:50:55,676 - INFO - [Train] step: 36299, loss_hole: 0.050093, loss_valid: 0.009203, loss_perceptual: 2.349275, loss_style: 0.004431, loss_tv: 0.081393 | |
| 2023-02-07 06:51:17,457 - INFO - [Train] step: 36399, loss_hole: 0.026829, loss_valid: 0.008569, loss_perceptual: 1.413951, loss_style: 0.002532, loss_tv: 0.072069 | |
| 2023-02-07 06:51:39,239 - INFO - [Train] step: 36499, loss_hole: 0.025875, loss_valid: 0.009714, loss_perceptual: 1.715488, loss_style: 0.003257, loss_tv: 0.075507 | |
| 2023-02-07 06:52:01,020 - INFO - [Train] step: 36599, loss_hole: 0.036127, loss_valid: 0.009143, loss_perceptual: 1.829265, loss_style: 0.003299, loss_tv: 0.070411 | |
| 2023-02-07 06:52:22,799 - INFO - [Train] step: 36699, loss_hole: 0.035725, loss_valid: 0.009634, loss_perceptual: 1.880838, loss_style: 0.003703, loss_tv: 0.083792 | |
| 2023-02-07 06:52:44,579 - INFO - [Train] step: 36799, loss_hole: 0.027199, loss_valid: 0.009351, loss_perceptual: 1.693942, loss_style: 0.003171, loss_tv: 0.080222 | |
| 2023-02-07 06:53:06,369 - INFO - [Train] step: 36899, loss_hole: 0.039348, loss_valid: 0.008162, loss_perceptual: 1.911885, loss_style: 0.003170, loss_tv: 0.074520 | |
| 2023-02-07 06:53:28,152 - INFO - [Train] step: 36999, loss_hole: 0.056827, loss_valid: 0.008710, loss_perceptual: 2.462597, loss_style: 0.006311, loss_tv: 0.076230 | |
| 2023-02-07 06:53:37,900 - INFO - [Eval] step: 36999, psnr: 24.965885, ssim: 0.871974, l1: 0.018259 | |
| 2023-02-07 06:54:00,118 - INFO - [Train] step: 37099, loss_hole: 0.028171, loss_valid: 0.010203, loss_perceptual: 1.717312, loss_style: 0.003639, loss_tv: 0.077743 | |
| 2023-02-07 06:54:21,894 - INFO - [Train] step: 37199, loss_hole: 0.048659, loss_valid: 0.008848, loss_perceptual: 2.337795, loss_style: 0.004377, loss_tv: 0.079176 | |
| 2023-02-07 06:54:43,671 - INFO - [Train] step: 37299, loss_hole: 0.029735, loss_valid: 0.008780, loss_perceptual: 1.592057, loss_style: 0.002892, loss_tv: 0.071783 | |
| 2023-02-07 06:55:05,450 - INFO - [Train] step: 37399, loss_hole: 0.041399, loss_valid: 0.009062, loss_perceptual: 1.919280, loss_style: 0.003773, loss_tv: 0.083651 | |
| 2023-02-07 06:55:27,233 - INFO - [Train] step: 37499, loss_hole: 0.056053, loss_valid: 0.008702, loss_perceptual: 2.298246, loss_style: 0.005046, loss_tv: 0.081725 | |
| 2023-02-07 06:55:49,028 - INFO - [Train] step: 37599, loss_hole: 0.037644, loss_valid: 0.010437, loss_perceptual: 2.128640, loss_style: 0.004272, loss_tv: 0.080785 | |
| 2023-02-07 06:56:10,810 - INFO - [Train] step: 37699, loss_hole: 0.051081, loss_valid: 0.008185, loss_perceptual: 2.159233, loss_style: 0.003865, loss_tv: 0.070361 | |
| 2023-02-07 06:56:32,597 - INFO - [Train] step: 37799, loss_hole: 0.031706, loss_valid: 0.010239, loss_perceptual: 1.666528, loss_style: 0.003291, loss_tv: 0.082162 | |
| 2023-02-07 06:56:54,377 - INFO - [Train] step: 37899, loss_hole: 0.041606, loss_valid: 0.009802, loss_perceptual: 1.871875, loss_style: 0.003366, loss_tv: 0.074768 | |
| 2023-02-07 06:57:16,158 - INFO - [Train] step: 37999, loss_hole: 0.020719, loss_valid: 0.010181, loss_perceptual: 1.335030, loss_style: 0.002936, loss_tv: 0.082578 | |
| 2023-02-07 06:57:25,936 - INFO - [Eval] step: 37999, psnr: 25.071133, ssim: 0.871917, l1: 0.018155 | |
| 2023-02-07 06:57:48,162 - INFO - [Train] step: 38099, loss_hole: 0.036580, loss_valid: 0.009597, loss_perceptual: 1.834518, loss_style: 0.003693, loss_tv: 0.080672 | |
| 2023-02-07 06:58:09,949 - INFO - [Train] step: 38199, loss_hole: 0.036279, loss_valid: 0.009927, loss_perceptual: 1.993616, loss_style: 0.003613, loss_tv: 0.087263 | |
| 2023-02-07 06:58:31,990 - INFO - [Train] step: 38299, loss_hole: 0.033882, loss_valid: 0.009321, loss_perceptual: 1.863319, loss_style: 0.003739, loss_tv: 0.078546 | |
| 2023-02-07 06:58:53,773 - INFO - [Train] step: 38399, loss_hole: 0.039635, loss_valid: 0.007931, loss_perceptual: 2.243357, loss_style: 0.004037, loss_tv: 0.074694 | |
| 2023-02-07 06:59:15,553 - INFO - [Train] step: 38499, loss_hole: 0.040620, loss_valid: 0.009249, loss_perceptual: 1.921513, loss_style: 0.003315, loss_tv: 0.085823 | |
| 2023-02-07 06:59:37,334 - INFO - [Train] step: 38599, loss_hole: 0.032785, loss_valid: 0.009678, loss_perceptual: 1.794142, loss_style: 0.003764, loss_tv: 0.078856 | |
| 2023-02-07 06:59:59,121 - INFO - [Train] step: 38699, loss_hole: 0.040367, loss_valid: 0.009345, loss_perceptual: 2.077714, loss_style: 0.003913, loss_tv: 0.080589 | |
| 2023-02-07 07:00:20,900 - INFO - [Train] step: 38799, loss_hole: 0.042390, loss_valid: 0.008993, loss_perceptual: 1.983338, loss_style: 0.003666, loss_tv: 0.080258 | |
| 2023-02-07 07:00:42,679 - INFO - [Train] step: 38899, loss_hole: 0.030924, loss_valid: 0.008619, loss_perceptual: 1.711728, loss_style: 0.003341, loss_tv: 0.078011 | |
| 2023-02-07 07:01:04,454 - INFO - [Train] step: 38999, loss_hole: 0.049331, loss_valid: 0.008604, loss_perceptual: 2.079055, loss_style: 0.003897, loss_tv: 0.082325 | |
| 2023-02-07 07:01:14,209 - INFO - [Eval] step: 38999, psnr: 25.013937, ssim: 0.869313, l1: 0.018255 | |
| 2023-02-07 07:01:36,426 - INFO - [Train] step: 39099, loss_hole: 0.025812, loss_valid: 0.009256, loss_perceptual: 1.651417, loss_style: 0.003115, loss_tv: 0.077182 | |
| 2023-02-07 07:01:58,197 - INFO - [Train] step: 39199, loss_hole: 0.032851, loss_valid: 0.009010, loss_perceptual: 1.649681, loss_style: 0.003105, loss_tv: 0.076869 | |
| 2023-02-07 07:02:19,973 - INFO - [Train] step: 39299, loss_hole: 0.044187, loss_valid: 0.009629, loss_perceptual: 2.140424, loss_style: 0.004009, loss_tv: 0.089344 | |
| 2023-02-07 07:02:41,753 - INFO - [Train] step: 39399, loss_hole: 0.029272, loss_valid: 0.010101, loss_perceptual: 1.914573, loss_style: 0.004090, loss_tv: 0.084334 | |
| 2023-02-07 07:03:03,533 - INFO - [Train] step: 39499, loss_hole: 0.032600, loss_valid: 0.009351, loss_perceptual: 1.989179, loss_style: 0.004053, loss_tv: 0.079725 | |
| 2023-02-07 07:03:25,312 - INFO - [Train] step: 39599, loss_hole: 0.025739, loss_valid: 0.009699, loss_perceptual: 1.663733, loss_style: 0.003308, loss_tv: 0.084439 | |
| 2023-02-07 07:03:47,102 - INFO - [Train] step: 39699, loss_hole: 0.032747, loss_valid: 0.009553, loss_perceptual: 1.724969, loss_style: 0.003206, loss_tv: 0.079162 | |
| 2023-02-07 07:04:08,878 - INFO - [Train] step: 39799, loss_hole: 0.033543, loss_valid: 0.009034, loss_perceptual: 1.812146, loss_style: 0.003245, loss_tv: 0.081695 | |
| 2023-02-07 07:04:30,659 - INFO - [Train] step: 39899, loss_hole: 0.048639, loss_valid: 0.006672, loss_perceptual: 2.340995, loss_style: 0.003720, loss_tv: 0.067887 | |
| 2023-02-07 07:04:52,445 - INFO - [Train] step: 39999, loss_hole: 0.037791, loss_valid: 0.014983, loss_perceptual: 2.024103, loss_style: 0.004318, loss_tv: 0.081740 | |
| 2023-02-07 07:05:02,221 - INFO - [Eval] step: 39999, psnr: 25.211111, ssim: 0.876547, l1: 0.017967 | |
| 2023-02-07 07:05:25,306 - INFO - [Train] step: 40099, loss_hole: 0.047655, loss_valid: 0.008557, loss_perceptual: 2.266218, loss_style: 0.004056, loss_tv: 0.076110 | |
| 2023-02-07 07:05:47,083 - INFO - [Train] step: 40199, loss_hole: 0.035208, loss_valid: 0.009536, loss_perceptual: 1.631059, loss_style: 0.003154, loss_tv: 0.077815 | |
| 2023-02-07 07:06:08,861 - INFO - [Train] step: 40299, loss_hole: 0.047188, loss_valid: 0.009001, loss_perceptual: 2.232513, loss_style: 0.004023, loss_tv: 0.084179 | |