| 2023-03-19 15:57:42,847 - INFO - Experiment directory: ./runs/ffhq_separate_brush_realnoise | |
| 2023-03-19 15:57:42,850 - INFO - Number of processes: 1 | |
| 2023-03-19 15:57:42,850 - INFO - Distributed type: NO | |
| 2023-03-19 15:57:42,850 - INFO - Mixed precision: no | |
| 2023-03-19 15:57:43,243 - WARNING - Replace split `valid` with split `test` for dataset FFHQ | |
| 2023-03-19 15:57:48,277 - INFO - Size of training set: 60000 | |
| 2023-03-19 15:57:48,277 - INFO - Batch size per process: 8 | |
| 2023-03-19 15:57:48,277 - INFO - Total batch size: 8 | |
| 2023-03-19 15:57:51,501 - INFO - Start training... | |
| 2023-03-19 15:58:48,072 - INFO - [Train] step: 99, loss_mpn: 0.206669, loss_rec: 0.240883, loss_semantic: 1.585231, loss_idmrf: 131.528687, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 15:59:41,641 - INFO - [Train] step: 199, loss_mpn: 0.210807, loss_rec: 0.266761, loss_semantic: 1.475571, loss_idmrf: 115.630646, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 16:00:36,070 - INFO - [Train] step: 299, loss_mpn: 0.195825, loss_rec: 0.222908, loss_semantic: 1.444045, loss_idmrf: 104.188629, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 16:01:37,092 - INFO - [Train] step: 399, loss_mpn: 0.196916, loss_rec: 0.242818, loss_semantic: 1.388293, loss_idmrf: 97.382973, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 16:02:39,728 - INFO - [Train] step: 499, loss_mpn: 0.253096, loss_rec: 0.227371, loss_semantic: 1.441571, loss_idmrf: 90.709373, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 16:03:41,623 - INFO - [Train] step: 599, loss_mpn: 0.205539, loss_rec: 0.192003, loss_semantic: 1.364939, loss_idmrf: 85.693451, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 16:04:41,322 - INFO - [Train] step: 699, loss_mpn: 0.180582, loss_rec: 0.183503, loss_semantic: 1.333412, loss_idmrf: 81.036079, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 16:05:42,038 - INFO - [Train] step: 799, loss_mpn: 0.237054, loss_rec: 0.215356, loss_semantic: 1.384654, loss_idmrf: 88.130539, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 16:06:39,852 - INFO - [Train] step: 899, loss_mpn: 0.201153, loss_rec: 0.220255, loss_semantic: 1.441866, loss_idmrf: 78.093918, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 16:07:39,711 - INFO - [Train] step: 999, loss_mpn: 0.157463, loss_rec: 0.153169, loss_semantic: 1.294660, loss_idmrf: 71.438171, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 16:09:48,487 - INFO - [Eval] step: 999, bce: 0.566650, psnr: 17.518492, ssim: 0.627341 | |
| 2023-03-19 16:10:49,930 - INFO - [Train] step: 1099, loss_mpn: 0.153579, loss_rec: 0.151578, loss_semantic: 1.217237, loss_idmrf: 57.577469, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 16:11:45,444 - INFO - [Train] step: 1199, loss_mpn: 0.184355, loss_rec: 0.155041, loss_semantic: 1.184114, loss_idmrf: 56.597878, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 16:12:42,605 - INFO - [Train] step: 1299, loss_mpn: 0.182760, loss_rec: 0.164969, loss_semantic: 1.207102, loss_idmrf: 60.575748, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 16:13:40,393 - INFO - [Train] step: 1399, loss_mpn: 0.216170, loss_rec: 0.186263, loss_semantic: 1.383354, loss_idmrf: 70.857399, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 16:14:37,868 - INFO - [Train] step: 1499, loss_mpn: 0.216278, loss_rec: 0.160204, loss_semantic: 1.282001, loss_idmrf: 65.788269, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 16:15:36,339 - INFO - [Train] step: 1599, loss_mpn: 0.203094, loss_rec: 0.156543, loss_semantic: 1.234648, loss_idmrf: 58.449951, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 16:16:33,699 - INFO - [Train] step: 1699, loss_mpn: 0.142146, loss_rec: 0.156855, loss_semantic: 1.161343, loss_idmrf: 53.026707, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 16:17:30,512 - INFO - [Train] step: 1799, loss_mpn: 0.125324, loss_rec: 0.128486, loss_semantic: 1.166881, loss_idmrf: 48.884171, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 16:18:25,939 - INFO - [Train] step: 1899, loss_mpn: 0.239765, loss_rec: 0.198517, loss_semantic: 1.358961, loss_idmrf: 60.691456, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 16:19:21,280 - INFO - [Train] step: 1999, loss_mpn: 0.191154, loss_rec: 0.154252, loss_semantic: 1.149486, loss_idmrf: 54.208351, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 16:21:25,881 - INFO - [Eval] step: 1999, bce: 0.544973, psnr: 19.619579, ssim: 0.686835 | |
| 2023-03-19 16:22:26,580 - INFO - [Train] step: 2099, loss_mpn: 0.211237, loss_rec: 0.153336, loss_semantic: 1.244167, loss_idmrf: 52.908493, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 16:23:22,026 - INFO - [Train] step: 2199, loss_mpn: 0.178768, loss_rec: 0.144546, loss_semantic: 1.049558, loss_idmrf: 48.569000, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 16:24:17,752 - INFO - [Train] step: 2299, loss_mpn: 0.242433, loss_rec: 0.202924, loss_semantic: 1.290870, loss_idmrf: 62.842094, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 16:25:13,359 - INFO - [Train] step: 2399, loss_mpn: 0.180589, loss_rec: 0.121242, loss_semantic: 1.141236, loss_idmrf: 47.308502, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 16:26:08,856 - INFO - [Train] step: 2499, loss_mpn: 0.224021, loss_rec: 0.176999, loss_semantic: 1.228406, loss_idmrf: 55.492981, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 16:27:04,309 - INFO - [Train] step: 2599, loss_mpn: 0.214087, loss_rec: 0.144085, loss_semantic: 1.196750, loss_idmrf: 60.180187, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 16:27:59,729 - INFO - [Train] step: 2699, loss_mpn: 0.169345, loss_rec: 0.130557, loss_semantic: 1.218559, loss_idmrf: 41.719975, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 16:28:55,099 - INFO - [Train] step: 2799, loss_mpn: 0.182670, loss_rec: 0.152330, loss_semantic: 1.175106, loss_idmrf: 56.359707, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 16:29:50,444 - INFO - [Train] step: 2899, loss_mpn: 0.163450, loss_rec: 0.131111, loss_semantic: 1.118445, loss_idmrf: 44.504120, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 16:30:45,817 - INFO - [Train] step: 2999, loss_mpn: 0.139083, loss_rec: 0.108981, loss_semantic: 1.066074, loss_idmrf: 40.582710, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 16:32:55,074 - INFO - [Eval] step: 2999, bce: 0.490822, psnr: 20.203156, ssim: 0.713986 | |
| 2023-03-19 16:33:55,770 - INFO - [Train] step: 3099, loss_mpn: 0.188096, loss_rec: 0.132148, loss_semantic: 1.227682, loss_idmrf: 46.101585, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 16:34:51,113 - INFO - [Train] step: 3199, loss_mpn: 0.211134, loss_rec: 0.144277, loss_semantic: 1.167651, loss_idmrf: 44.182812, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 16:35:46,717 - INFO - [Train] step: 3299, loss_mpn: 0.103170, loss_rec: 0.104748, loss_semantic: 0.943651, loss_idmrf: 32.794590, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 16:36:42,445 - INFO - [Train] step: 3399, loss_mpn: 0.165279, loss_rec: 0.134559, loss_semantic: 1.113967, loss_idmrf: 41.892235, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 16:37:38,280 - INFO - [Train] step: 3499, loss_mpn: 0.148196, loss_rec: 0.138369, loss_semantic: 1.161562, loss_idmrf: 39.907803, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 16:38:35,725 - INFO - [Train] step: 3599, loss_mpn: 0.183034, loss_rec: 0.138653, loss_semantic: 1.156912, loss_idmrf: 41.324295, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 16:39:34,626 - INFO - [Train] step: 3699, loss_mpn: 0.148001, loss_rec: 0.145598, loss_semantic: 1.154267, loss_idmrf: 46.599518, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 16:40:32,210 - INFO - [Train] step: 3799, loss_mpn: 0.182464, loss_rec: 0.128441, loss_semantic: 1.134030, loss_idmrf: 39.927910, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 16:41:27,787 - INFO - [Train] step: 3899, loss_mpn: 0.185556, loss_rec: 0.149077, loss_semantic: 1.216958, loss_idmrf: 44.610073, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 16:42:23,254 - INFO - [Train] step: 3999, loss_mpn: 0.145442, loss_rec: 0.112484, loss_semantic: 1.066695, loss_idmrf: 38.209694, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 16:44:31,122 - INFO - [Eval] step: 3999, bce: 0.442652, psnr: 20.548815, ssim: 0.727574 | |
| 2023-03-19 16:45:31,792 - INFO - [Train] step: 4099, loss_mpn: 0.114043, loss_rec: 0.106415, loss_semantic: 1.051574, loss_idmrf: 39.950413, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 16:46:30,564 - INFO - [Train] step: 4199, loss_mpn: 0.142601, loss_rec: 0.122450, loss_semantic: 1.139940, loss_idmrf: 43.230770, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 16:47:29,885 - INFO - [Train] step: 4299, loss_mpn: 0.119260, loss_rec: 0.109522, loss_semantic: 0.994308, loss_idmrf: 32.564056, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 16:48:28,868 - INFO - [Train] step: 4399, loss_mpn: 0.155617, loss_rec: 0.115702, loss_semantic: 1.121418, loss_idmrf: 44.102852, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 16:49:25,403 - INFO - [Train] step: 4499, loss_mpn: 0.164613, loss_rec: 0.116815, loss_semantic: 1.017168, loss_idmrf: 40.898201, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 16:50:23,620 - INFO - [Train] step: 4599, loss_mpn: 0.114540, loss_rec: 0.095116, loss_semantic: 1.005581, loss_idmrf: 33.175064, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 16:51:20,773 - INFO - [Train] step: 4699, loss_mpn: 0.180520, loss_rec: 0.128345, loss_semantic: 1.126547, loss_idmrf: 47.990746, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 16:52:16,361 - INFO - [Train] step: 4799, loss_mpn: 0.162107, loss_rec: 0.123846, loss_semantic: 1.083566, loss_idmrf: 37.711636, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 16:53:11,861 - INFO - [Train] step: 4899, loss_mpn: 0.123388, loss_rec: 0.110542, loss_semantic: 1.021987, loss_idmrf: 33.347481, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 16:54:11,008 - INFO - [Train] step: 4999, loss_mpn: 0.132945, loss_rec: 0.109198, loss_semantic: 1.037984, loss_idmrf: 39.159386, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 16:56:19,302 - INFO - [Eval] step: 4999, bce: 0.447893, psnr: 21.049746, ssim: 0.743507 | |
| 2023-03-19 16:57:20,977 - INFO - [Train] step: 5099, loss_mpn: 0.175937, loss_rec: 0.152140, loss_semantic: 1.230473, loss_idmrf: 45.152222, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 16:58:19,582 - INFO - [Train] step: 5199, loss_mpn: 0.133687, loss_rec: 0.103403, loss_semantic: 1.024372, loss_idmrf: 31.618067, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 16:59:17,324 - INFO - [Train] step: 5299, loss_mpn: 0.120238, loss_rec: 0.120516, loss_semantic: 1.100750, loss_idmrf: 37.338551, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 17:00:16,706 - INFO - [Train] step: 5399, loss_mpn: 0.121951, loss_rec: 0.098092, loss_semantic: 0.999764, loss_idmrf: 38.552082, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 17:01:15,265 - INFO - [Train] step: 5499, loss_mpn: 0.144260, loss_rec: 0.109786, loss_semantic: 1.069397, loss_idmrf: 43.302055, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 17:02:11,261 - INFO - [Train] step: 5599, loss_mpn: 0.154119, loss_rec: 0.116966, loss_semantic: 1.042984, loss_idmrf: 34.764458, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 17:03:06,910 - INFO - [Train] step: 5699, loss_mpn: 0.145444, loss_rec: 0.102071, loss_semantic: 1.036264, loss_idmrf: 28.922962, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 17:04:02,506 - INFO - [Train] step: 5799, loss_mpn: 0.157296, loss_rec: 0.129927, loss_semantic: 1.098253, loss_idmrf: 37.813148, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 17:04:59,692 - INFO - [Train] step: 5899, loss_mpn: 0.103729, loss_rec: 0.097513, loss_semantic: 0.989975, loss_idmrf: 35.094139, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 17:05:56,468 - INFO - [Train] step: 5999, loss_mpn: 0.157990, loss_rec: 0.148590, loss_semantic: 1.107241, loss_idmrf: 36.737793, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 17:08:04,035 - INFO - [Eval] step: 5999, bce: 0.400412, psnr: 20.960913, ssim: 0.747938 | |
| 2023-03-19 17:09:04,843 - INFO - [Train] step: 6099, loss_mpn: 0.131582, loss_rec: 0.110224, loss_semantic: 1.055878, loss_idmrf: 38.258923, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 17:10:01,726 - INFO - [Train] step: 6199, loss_mpn: 0.150578, loss_rec: 0.105404, loss_semantic: 1.031422, loss_idmrf: 37.183113, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 17:10:58,799 - INFO - [Train] step: 6299, loss_mpn: 0.143263, loss_rec: 0.124477, loss_semantic: 1.024502, loss_idmrf: 36.507553, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 17:11:55,686 - INFO - [Train] step: 6399, loss_mpn: 0.106824, loss_rec: 0.104652, loss_semantic: 0.924404, loss_idmrf: 30.464565, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 17:12:53,893 - INFO - [Train] step: 6499, loss_mpn: 0.112104, loss_rec: 0.108488, loss_semantic: 0.989529, loss_idmrf: 32.841194, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 17:13:49,573 - INFO - [Train] step: 6599, loss_mpn: 0.139891, loss_rec: 0.117278, loss_semantic: 1.089850, loss_idmrf: 37.329258, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 17:14:45,219 - INFO - [Train] step: 6699, loss_mpn: 0.117338, loss_rec: 0.109186, loss_semantic: 0.992674, loss_idmrf: 34.528694, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 17:15:42,916 - INFO - [Train] step: 6799, loss_mpn: 0.144467, loss_rec: 0.132309, loss_semantic: 1.113696, loss_idmrf: 33.548759, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 17:16:40,236 - INFO - [Train] step: 6899, loss_mpn: 0.122743, loss_rec: 0.112219, loss_semantic: 1.031687, loss_idmrf: 36.691765, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 17:17:38,430 - INFO - [Train] step: 6999, loss_mpn: 0.153972, loss_rec: 0.114579, loss_semantic: 1.041512, loss_idmrf: 28.326700, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 17:19:45,874 - INFO - [Eval] step: 6999, bce: 0.393340, psnr: 21.523067, ssim: 0.758431 | |
| 2023-03-19 17:20:47,005 - INFO - [Train] step: 7099, loss_mpn: 0.153165, loss_rec: 0.111871, loss_semantic: 0.987757, loss_idmrf: 33.469791, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 17:21:45,858 - INFO - [Train] step: 7199, loss_mpn: 0.110419, loss_rec: 0.092568, loss_semantic: 0.948626, loss_idmrf: 28.560266, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 17:22:43,828 - INFO - [Train] step: 7299, loss_mpn: 0.128694, loss_rec: 0.107590, loss_semantic: 1.062560, loss_idmrf: 34.600830, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 17:23:39,724 - INFO - [Train] step: 7399, loss_mpn: 0.140325, loss_rec: 0.130940, loss_semantic: 1.134004, loss_idmrf: 44.606880, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 17:24:35,544 - INFO - [Train] step: 7499, loss_mpn: 0.164109, loss_rec: 0.122994, loss_semantic: 1.081873, loss_idmrf: 30.945318, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 17:25:32,536 - INFO - [Train] step: 7599, loss_mpn: 0.131499, loss_rec: 0.101034, loss_semantic: 1.001607, loss_idmrf: 31.554483, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 17:26:28,182 - INFO - [Train] step: 7699, loss_mpn: 0.131350, loss_rec: 0.100350, loss_semantic: 1.001272, loss_idmrf: 30.708364, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 17:27:23,718 - INFO - [Train] step: 7799, loss_mpn: 0.092836, loss_rec: 0.098835, loss_semantic: 0.961926, loss_idmrf: 28.054468, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 17:28:19,278 - INFO - [Train] step: 7899, loss_mpn: 0.107199, loss_rec: 0.105354, loss_semantic: 1.052280, loss_idmrf: 29.825872, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 17:29:14,806 - INFO - [Train] step: 7999, loss_mpn: 0.112168, loss_rec: 0.114565, loss_semantic: 0.962382, loss_idmrf: 27.476936, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 17:31:22,336 - INFO - [Eval] step: 7999, bce: 0.371666, psnr: 21.736589, ssim: 0.765097 | |
| 2023-03-19 17:32:23,035 - INFO - [Train] step: 8099, loss_mpn: 0.136841, loss_rec: 0.122262, loss_semantic: 1.005335, loss_idmrf: 34.103451, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 17:33:18,679 - INFO - [Train] step: 8199, loss_mpn: 0.111477, loss_rec: 0.098620, loss_semantic: 0.976279, loss_idmrf: 27.963600, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 17:34:14,572 - INFO - [Train] step: 8299, loss_mpn: 0.148115, loss_rec: 0.114414, loss_semantic: 1.041473, loss_idmrf: 34.271324, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 17:35:10,404 - INFO - [Train] step: 8399, loss_mpn: 0.134590, loss_rec: 0.107662, loss_semantic: 1.022609, loss_idmrf: 36.239090, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 17:36:06,003 - INFO - [Train] step: 8499, loss_mpn: 0.172737, loss_rec: 0.128271, loss_semantic: 1.121682, loss_idmrf: 37.497707, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 17:37:01,530 - INFO - [Train] step: 8599, loss_mpn: 0.131880, loss_rec: 0.120299, loss_semantic: 1.072109, loss_idmrf: 42.033264, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 17:37:57,060 - INFO - [Train] step: 8699, loss_mpn: 0.143254, loss_rec: 0.122563, loss_semantic: 1.101527, loss_idmrf: 37.832848, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 17:38:52,470 - INFO - [Train] step: 8799, loss_mpn: 0.126043, loss_rec: 0.112081, loss_semantic: 0.996992, loss_idmrf: 31.093742, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 17:39:47,891 - INFO - [Train] step: 8899, loss_mpn: 0.107797, loss_rec: 0.109548, loss_semantic: 1.097449, loss_idmrf: 37.250443, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 17:40:43,353 - INFO - [Train] step: 8999, loss_mpn: 0.136624, loss_rec: 0.112593, loss_semantic: 1.051090, loss_idmrf: 32.844578, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 17:42:50,919 - INFO - [Eval] step: 8999, bce: 0.365803, psnr: 22.000126, ssim: 0.767392 | |
| 2023-03-19 17:43:51,650 - INFO - [Train] step: 9099, loss_mpn: 0.162892, loss_rec: 0.116101, loss_semantic: 1.073850, loss_idmrf: 38.131676, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 17:44:47,135 - INFO - [Train] step: 9199, loss_mpn: 0.109825, loss_rec: 0.079718, loss_semantic: 0.893728, loss_idmrf: 23.995781, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 17:45:42,891 - INFO - [Train] step: 9299, loss_mpn: 0.092567, loss_rec: 0.092459, loss_semantic: 0.972870, loss_idmrf: 29.749756, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 17:46:38,595 - INFO - [Train] step: 9399, loss_mpn: 0.139581, loss_rec: 0.113144, loss_semantic: 0.992059, loss_idmrf: 30.856588, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 17:47:34,193 - INFO - [Train] step: 9499, loss_mpn: 0.145761, loss_rec: 0.109562, loss_semantic: 1.061314, loss_idmrf: 36.088234, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 17:48:29,758 - INFO - [Train] step: 9599, loss_mpn: 0.105144, loss_rec: 0.096597, loss_semantic: 0.987868, loss_idmrf: 25.298756, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 17:49:25,344 - INFO - [Train] step: 9699, loss_mpn: 0.120323, loss_rec: 0.117607, loss_semantic: 1.034645, loss_idmrf: 31.568802, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 17:50:20,830 - INFO - [Train] step: 9799, loss_mpn: 0.143986, loss_rec: 0.134940, loss_semantic: 1.131559, loss_idmrf: 38.240837, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 17:51:16,316 - INFO - [Train] step: 9899, loss_mpn: 0.106537, loss_rec: 0.093163, loss_semantic: 0.985281, loss_idmrf: 31.475977, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 17:52:11,694 - INFO - [Train] step: 9999, loss_mpn: 0.160842, loss_rec: 0.147318, loss_semantic: 1.168677, loss_idmrf: 39.176704, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 17:54:17,572 - INFO - [Eval] step: 9999, bce: 0.312145, psnr: 21.850798, ssim: 0.771012 | |
| 2023-03-19 17:55:18,362 - INFO - [Train] step: 10099, loss_mpn: 0.085978, loss_rec: 0.092920, loss_semantic: 0.965847, loss_idmrf: 30.781965, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 17:56:13,943 - INFO - [Train] step: 10199, loss_mpn: 0.108113, loss_rec: 0.101263, loss_semantic: 1.028350, loss_idmrf: 31.468386, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 17:57:09,737 - INFO - [Train] step: 10299, loss_mpn: 0.156570, loss_rec: 0.123915, loss_semantic: 1.054769, loss_idmrf: 33.776878, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 17:58:05,471 - INFO - [Train] step: 10399, loss_mpn: 0.120431, loss_rec: 0.106284, loss_semantic: 1.024250, loss_idmrf: 27.937088, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 17:59:01,141 - INFO - [Train] step: 10499, loss_mpn: 0.074054, loss_rec: 0.089592, loss_semantic: 0.938128, loss_idmrf: 23.618164, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 17:59:56,800 - INFO - [Train] step: 10599, loss_mpn: 0.104480, loss_rec: 0.093381, loss_semantic: 0.951643, loss_idmrf: 30.377586, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 18:00:52,471 - INFO - [Train] step: 10699, loss_mpn: 0.060453, loss_rec: 0.073719, loss_semantic: 0.873248, loss_idmrf: 21.956648, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 18:01:48,077 - INFO - [Train] step: 10799, loss_mpn: 0.099319, loss_rec: 0.107308, loss_semantic: 0.983147, loss_idmrf: 24.985079, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 18:02:43,545 - INFO - [Train] step: 10899, loss_mpn: 0.150378, loss_rec: 0.109438, loss_semantic: 1.058091, loss_idmrf: 34.858795, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 18:03:39,024 - INFO - [Train] step: 10999, loss_mpn: 0.077652, loss_rec: 0.066945, loss_semantic: 0.746315, loss_idmrf: 19.523855, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 18:05:43,994 - INFO - [Eval] step: 10999, bce: 0.289126, psnr: 22.212023, ssim: 0.775966 | |
| 2023-03-19 18:06:44,767 - INFO - [Train] step: 11099, loss_mpn: 0.121566, loss_rec: 0.129286, loss_semantic: 1.165578, loss_idmrf: 35.272606, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 18:07:40,504 - INFO - [Train] step: 11199, loss_mpn: 0.119230, loss_rec: 0.109716, loss_semantic: 0.954258, loss_idmrf: 28.316715, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 18:08:36,438 - INFO - [Train] step: 11299, loss_mpn: 0.064817, loss_rec: 0.097254, loss_semantic: 0.997048, loss_idmrf: 30.101427, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 18:09:32,219 - INFO - [Train] step: 11399, loss_mpn: 0.084501, loss_rec: 0.102893, loss_semantic: 0.910965, loss_idmrf: 29.159752, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 18:10:27,900 - INFO - [Train] step: 11499, loss_mpn: 0.103989, loss_rec: 0.096251, loss_semantic: 0.904324, loss_idmrf: 25.250334, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 18:11:23,544 - INFO - [Train] step: 11599, loss_mpn: 0.086399, loss_rec: 0.096235, loss_semantic: 0.935752, loss_idmrf: 26.973654, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 18:12:19,190 - INFO - [Train] step: 11699, loss_mpn: 0.113462, loss_rec: 0.097752, loss_semantic: 0.977239, loss_idmrf: 28.914612, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 18:13:14,825 - INFO - [Train] step: 11799, loss_mpn: 0.085506, loss_rec: 0.101369, loss_semantic: 0.945524, loss_idmrf: 28.457588, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 18:14:10,364 - INFO - [Train] step: 11899, loss_mpn: 0.082484, loss_rec: 0.090972, loss_semantic: 0.992745, loss_idmrf: 24.123211, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 18:15:06,024 - INFO - [Train] step: 11999, loss_mpn: 0.105131, loss_rec: 0.095090, loss_semantic: 0.956476, loss_idmrf: 28.507801, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 18:17:12,227 - INFO - [Eval] step: 11999, bce: 0.284278, psnr: 22.395594, ssim: 0.779628 | |
| 2023-03-19 18:18:13,260 - INFO - [Train] step: 12099, loss_mpn: 0.111080, loss_rec: 0.102513, loss_semantic: 1.075395, loss_idmrf: 41.416260, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 18:19:09,202 - INFO - [Train] step: 12199, loss_mpn: 0.145511, loss_rec: 0.132860, loss_semantic: 1.068216, loss_idmrf: 40.508362, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 18:20:05,240 - INFO - [Train] step: 12299, loss_mpn: 0.128323, loss_rec: 0.093241, loss_semantic: 0.948387, loss_idmrf: 32.257526, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 18:21:01,095 - INFO - [Train] step: 12399, loss_mpn: 0.106607, loss_rec: 0.107168, loss_semantic: 1.061377, loss_idmrf: 33.216324, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 18:21:56,971 - INFO - [Train] step: 12499, loss_mpn: 0.090943, loss_rec: 0.093368, loss_semantic: 0.977051, loss_idmrf: 26.571625, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 18:22:52,621 - INFO - [Train] step: 12599, loss_mpn: 0.122132, loss_rec: 0.097286, loss_semantic: 0.980669, loss_idmrf: 26.827122, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 18:23:48,224 - INFO - [Train] step: 12699, loss_mpn: 0.098877, loss_rec: 0.086511, loss_semantic: 0.901952, loss_idmrf: 26.828337, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 18:24:43,871 - INFO - [Train] step: 12799, loss_mpn: 0.097718, loss_rec: 0.103132, loss_semantic: 0.978177, loss_idmrf: 30.725613, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 18:25:39,408 - INFO - [Train] step: 12899, loss_mpn: 0.099784, loss_rec: 0.079193, loss_semantic: 0.924438, loss_idmrf: 25.647671, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 18:26:34,942 - INFO - [Train] step: 12999, loss_mpn: 0.126660, loss_rec: 0.100350, loss_semantic: 0.975615, loss_idmrf: 30.332613, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 18:28:40,424 - INFO - [Eval] step: 12999, bce: 0.278575, psnr: 22.291363, ssim: 0.778534 | |
| 2023-03-19 18:29:41,433 - INFO - [Train] step: 13099, loss_mpn: 0.095545, loss_rec: 0.101425, loss_semantic: 0.973783, loss_idmrf: 28.295404, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 18:30:37,138 - INFO - [Train] step: 13199, loss_mpn: 0.057719, loss_rec: 0.066070, loss_semantic: 0.829018, loss_idmrf: 22.452641, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 18:31:32,993 - INFO - [Train] step: 13299, loss_mpn: 0.116937, loss_rec: 0.110147, loss_semantic: 1.069950, loss_idmrf: 34.016785, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 18:32:28,863 - INFO - [Train] step: 13399, loss_mpn: 0.054961, loss_rec: 0.090270, loss_semantic: 0.805107, loss_idmrf: 22.330601, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 18:33:24,529 - INFO - [Train] step: 13499, loss_mpn: 0.092219, loss_rec: 0.111482, loss_semantic: 1.091690, loss_idmrf: 37.269634, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 18:34:20,231 - INFO - [Train] step: 13599, loss_mpn: 0.081686, loss_rec: 0.081917, loss_semantic: 0.904435, loss_idmrf: 25.412851, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 18:35:15,902 - INFO - [Train] step: 13699, loss_mpn: 0.111904, loss_rec: 0.119497, loss_semantic: 1.066473, loss_idmrf: 33.332943, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 18:36:11,484 - INFO - [Train] step: 13799, loss_mpn: 0.076632, loss_rec: 0.089250, loss_semantic: 0.914862, loss_idmrf: 24.509882, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 18:37:06,943 - INFO - [Train] step: 13899, loss_mpn: 0.126912, loss_rec: 0.102905, loss_semantic: 0.964036, loss_idmrf: 27.412693, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 18:38:02,449 - INFO - [Train] step: 13999, loss_mpn: 0.052598, loss_rec: 0.073845, loss_semantic: 0.861063, loss_idmrf: 18.738438, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 18:40:11,246 - INFO - [Eval] step: 13999, bce: 0.256559, psnr: 22.558786, ssim: 0.783889 | |
| 2023-03-19 18:41:12,414 - INFO - [Train] step: 14099, loss_mpn: 0.083552, loss_rec: 0.071406, loss_semantic: 0.813394, loss_idmrf: 19.974661, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 18:42:08,142 - INFO - [Train] step: 14199, loss_mpn: 0.107439, loss_rec: 0.087233, loss_semantic: 0.843884, loss_idmrf: 21.128641, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 18:43:04,160 - INFO - [Train] step: 14299, loss_mpn: 0.110993, loss_rec: 0.117024, loss_semantic: 1.125124, loss_idmrf: 30.946369, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 18:44:00,146 - INFO - [Train] step: 14399, loss_mpn: 0.084957, loss_rec: 0.080112, loss_semantic: 0.847429, loss_idmrf: 20.463398, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 18:44:56,003 - INFO - [Train] step: 14499, loss_mpn: 0.069759, loss_rec: 0.076549, loss_semantic: 0.858205, loss_idmrf: 20.761444, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 18:45:51,820 - INFO - [Train] step: 14599, loss_mpn: 0.101980, loss_rec: 0.145533, loss_semantic: 1.134853, loss_idmrf: 40.921127, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 18:46:47,508 - INFO - [Train] step: 14699, loss_mpn: 0.078702, loss_rec: 0.081757, loss_semantic: 0.873435, loss_idmrf: 23.480627, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 18:47:43,180 - INFO - [Train] step: 14799, loss_mpn: 0.076068, loss_rec: 0.079166, loss_semantic: 0.898247, loss_idmrf: 19.775759, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 18:48:38,827 - INFO - [Train] step: 14899, loss_mpn: 0.084787, loss_rec: 0.101018, loss_semantic: 0.958170, loss_idmrf: 27.717524, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 18:49:34,523 - INFO - [Train] step: 14999, loss_mpn: 0.077154, loss_rec: 0.090075, loss_semantic: 0.887479, loss_idmrf: 28.427496, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 18:51:41,678 - INFO - [Eval] step: 14999, bce: 0.272477, psnr: 22.427452, ssim: 0.780071 | |
| 2023-03-19 18:52:44,186 - INFO - [Train] step: 15099, loss_mpn: 0.079545, loss_rec: 0.084738, loss_semantic: 0.883221, loss_idmrf: 25.274931, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 18:53:39,867 - INFO - [Train] step: 15199, loss_mpn: 0.100057, loss_rec: 0.103638, loss_semantic: 1.054945, loss_idmrf: 32.068020, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 18:54:35,781 - INFO - [Train] step: 15299, loss_mpn: 0.096273, loss_rec: 0.105035, loss_semantic: 1.021409, loss_idmrf: 29.411663, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 18:55:31,553 - INFO - [Train] step: 15399, loss_mpn: 0.192462, loss_rec: 0.110145, loss_semantic: 1.061541, loss_idmrf: 33.714890, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 18:56:27,168 - INFO - [Train] step: 15499, loss_mpn: 0.127481, loss_rec: 0.092329, loss_semantic: 0.959672, loss_idmrf: 26.915874, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 18:57:22,762 - INFO - [Train] step: 15599, loss_mpn: 0.044790, loss_rec: 0.075723, loss_semantic: 0.830254, loss_idmrf: 20.603806, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 18:58:18,373 - INFO - [Train] step: 15699, loss_mpn: 0.072462, loss_rec: 0.082289, loss_semantic: 0.762475, loss_idmrf: 21.280827, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 18:59:13,976 - INFO - [Train] step: 15799, loss_mpn: 0.061603, loss_rec: 0.084221, loss_semantic: 0.858402, loss_idmrf: 21.446774, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 19:00:09,481 - INFO - [Train] step: 15899, loss_mpn: 0.090502, loss_rec: 0.076366, loss_semantic: 0.824906, loss_idmrf: 21.298592, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 19:01:04,927 - INFO - [Train] step: 15999, loss_mpn: 0.062363, loss_rec: 0.093382, loss_semantic: 0.972374, loss_idmrf: 25.993252, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 19:03:14,628 - INFO - [Eval] step: 15999, bce: 0.226352, psnr: 22.756636, ssim: 0.787959 | |
| 2023-03-19 19:04:15,437 - INFO - [Train] step: 16099, loss_mpn: 0.059474, loss_rec: 0.075425, loss_semantic: 0.830364, loss_idmrf: 21.632582, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 19:05:11,156 - INFO - [Train] step: 16199, loss_mpn: 0.117638, loss_rec: 0.112655, loss_semantic: 1.068986, loss_idmrf: 29.247562, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 19:06:07,081 - INFO - [Train] step: 16299, loss_mpn: 0.074205, loss_rec: 0.104454, loss_semantic: 0.949345, loss_idmrf: 26.226036, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 19:07:02,935 - INFO - [Train] step: 16399, loss_mpn: 0.090220, loss_rec: 0.100338, loss_semantic: 1.004445, loss_idmrf: 31.123245, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 19:07:58,696 - INFO - [Train] step: 16499, loss_mpn: 0.068345, loss_rec: 0.083318, loss_semantic: 0.858425, loss_idmrf: 23.398506, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 19:08:54,368 - INFO - [Train] step: 16599, loss_mpn: 0.109863, loss_rec: 0.088478, loss_semantic: 0.936747, loss_idmrf: 29.265205, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 19:09:49,926 - INFO - [Train] step: 16699, loss_mpn: 0.075105, loss_rec: 0.073371, loss_semantic: 0.799483, loss_idmrf: 22.979492, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 19:10:45,410 - INFO - [Train] step: 16799, loss_mpn: 0.073676, loss_rec: 0.095532, loss_semantic: 0.950997, loss_idmrf: 25.754536, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 19:11:41,012 - INFO - [Train] step: 16899, loss_mpn: 0.063949, loss_rec: 0.072729, loss_semantic: 0.823789, loss_idmrf: 16.717859, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 19:12:36,643 - INFO - [Train] step: 16999, loss_mpn: 0.101910, loss_rec: 0.079523, loss_semantic: 0.814637, loss_idmrf: 24.636036, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 19:14:42,519 - INFO - [Eval] step: 16999, bce: 0.250675, psnr: 22.591608, ssim: 0.788999 | |
| 2023-03-19 19:15:43,255 - INFO - [Train] step: 17099, loss_mpn: 0.068555, loss_rec: 0.077663, loss_semantic: 0.813668, loss_idmrf: 23.290668, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 19:16:38,908 - INFO - [Train] step: 17199, loss_mpn: 0.088086, loss_rec: 0.097474, loss_semantic: 0.942845, loss_idmrf: 25.139502, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 19:17:34,879 - INFO - [Train] step: 17299, loss_mpn: 0.076935, loss_rec: 0.088760, loss_semantic: 0.927236, loss_idmrf: 25.848766, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 19:18:30,781 - INFO - [Train] step: 17399, loss_mpn: 0.082141, loss_rec: 0.084708, loss_semantic: 0.917102, loss_idmrf: 25.171886, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 19:19:26,642 - INFO - [Train] step: 17499, loss_mpn: 0.030990, loss_rec: 0.069870, loss_semantic: 0.823835, loss_idmrf: 19.505352, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 19:20:22,303 - INFO - [Train] step: 17599, loss_mpn: 0.058330, loss_rec: 0.074688, loss_semantic: 0.846883, loss_idmrf: 22.256481, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 19:21:17,929 - INFO - [Train] step: 17699, loss_mpn: 0.065148, loss_rec: 0.075172, loss_semantic: 0.857083, loss_idmrf: 22.149055, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 19:22:13,452 - INFO - [Train] step: 17799, loss_mpn: 0.070925, loss_rec: 0.108411, loss_semantic: 1.034263, loss_idmrf: 30.914927, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 19:23:09,045 - INFO - [Train] step: 17899, loss_mpn: 0.079556, loss_rec: 0.097204, loss_semantic: 0.937895, loss_idmrf: 26.473886, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 19:24:04,652 - INFO - [Train] step: 17999, loss_mpn: 0.085378, loss_rec: 0.101181, loss_semantic: 0.956813, loss_idmrf: 32.377815, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 19:26:12,342 - INFO - [Eval] step: 17999, bce: 0.247169, psnr: 22.642813, ssim: 0.790438 | |
| 2023-03-19 19:27:13,219 - INFO - [Train] step: 18099, loss_mpn: 0.075036, loss_rec: 0.083180, loss_semantic: 0.890953, loss_idmrf: 24.703526, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 19:28:08,872 - INFO - [Train] step: 18199, loss_mpn: 0.087334, loss_rec: 0.075824, loss_semantic: 0.899468, loss_idmrf: 24.441820, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 19:29:04,714 - INFO - [Train] step: 18299, loss_mpn: 0.084909, loss_rec: 0.097478, loss_semantic: 0.977893, loss_idmrf: 31.409483, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 19:30:00,414 - INFO - [Train] step: 18399, loss_mpn: 0.069140, loss_rec: 0.092821, loss_semantic: 0.946646, loss_idmrf: 27.095615, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 19:30:56,046 - INFO - [Train] step: 18499, loss_mpn: 0.084177, loss_rec: 0.108605, loss_semantic: 1.048877, loss_idmrf: 38.433426, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 19:31:51,568 - INFO - [Train] step: 18599, loss_mpn: 0.055833, loss_rec: 0.083765, loss_semantic: 0.972278, loss_idmrf: 24.904194, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 19:32:47,032 - INFO - [Train] step: 18699, loss_mpn: 0.075061, loss_rec: 0.084081, loss_semantic: 0.946806, loss_idmrf: 27.021145, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 19:33:42,520 - INFO - [Train] step: 18799, loss_mpn: 0.086927, loss_rec: 0.114423, loss_semantic: 1.065398, loss_idmrf: 35.711990, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 19:34:37,976 - INFO - [Train] step: 18899, loss_mpn: 0.069080, loss_rec: 0.067250, loss_semantic: 0.786744, loss_idmrf: 21.318483, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 19:35:33,336 - INFO - [Train] step: 18999, loss_mpn: 0.071376, loss_rec: 0.074704, loss_semantic: 0.830534, loss_idmrf: 22.679100, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 19:37:38,432 - INFO - [Eval] step: 18999, bce: 0.208345, psnr: 22.408510, ssim: 0.783361 | |
| 2023-03-19 19:38:39,067 - INFO - [Train] step: 19099, loss_mpn: 0.072961, loss_rec: 0.097986, loss_semantic: 1.006615, loss_idmrf: 34.592888, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 19:39:34,529 - INFO - [Train] step: 19199, loss_mpn: 0.091413, loss_rec: 0.090364, loss_semantic: 0.949004, loss_idmrf: 22.369411, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 19:40:30,435 - INFO - [Train] step: 19299, loss_mpn: 0.074412, loss_rec: 0.095404, loss_semantic: 0.956421, loss_idmrf: 23.980825, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 19:41:26,096 - INFO - [Train] step: 19399, loss_mpn: 0.082489, loss_rec: 0.087480, loss_semantic: 0.897071, loss_idmrf: 23.029881, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 19:42:21,635 - INFO - [Train] step: 19499, loss_mpn: 0.054764, loss_rec: 0.076180, loss_semantic: 0.862947, loss_idmrf: 23.696638, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 19:43:17,135 - INFO - [Train] step: 19599, loss_mpn: 0.085448, loss_rec: 0.115270, loss_semantic: 0.973598, loss_idmrf: 31.985479, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 19:44:12,709 - INFO - [Train] step: 19699, loss_mpn: 0.100766, loss_rec: 0.108611, loss_semantic: 0.960529, loss_idmrf: 29.861237, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 19:45:08,190 - INFO - [Train] step: 19799, loss_mpn: 0.038984, loss_rec: 0.066106, loss_semantic: 0.764163, loss_idmrf: 17.135941, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 19:46:03,590 - INFO - [Train] step: 19899, loss_mpn: 0.052218, loss_rec: 0.070886, loss_semantic: 0.849194, loss_idmrf: 24.385296, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 19:46:58,907 - INFO - [Train] step: 19999, loss_mpn: 0.077264, loss_rec: 0.095453, loss_semantic: 0.975940, loss_idmrf: 27.077938, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 19:49:04,999 - INFO - [Eval] step: 19999, bce: 0.195210, psnr: 22.948277, ssim: 0.794928 | |
| 2023-03-19 19:50:05,762 - INFO - [Train] step: 20099, loss_mpn: 0.089613, loss_rec: 0.093655, loss_semantic: 0.917510, loss_idmrf: 26.091187, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 19:51:01,352 - INFO - [Train] step: 20199, loss_mpn: 0.066488, loss_rec: 0.103256, loss_semantic: 0.948333, loss_idmrf: 28.871878, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 19:51:57,165 - INFO - [Train] step: 20299, loss_mpn: 0.063081, loss_rec: 0.087927, loss_semantic: 0.974384, loss_idmrf: 28.703928, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 19:52:52,936 - INFO - [Train] step: 20399, loss_mpn: 0.066393, loss_rec: 0.084873, loss_semantic: 0.870920, loss_idmrf: 25.123539, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 19:53:48,505 - INFO - [Train] step: 20499, loss_mpn: 0.057284, loss_rec: 0.080683, loss_semantic: 0.845702, loss_idmrf: 24.495378, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 19:54:44,036 - INFO - [Train] step: 20599, loss_mpn: 0.063289, loss_rec: 0.069857, loss_semantic: 0.785595, loss_idmrf: 22.798948, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 19:55:39,503 - INFO - [Train] step: 20699, loss_mpn: 0.068025, loss_rec: 0.080132, loss_semantic: 0.806896, loss_idmrf: 19.851408, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 19:56:34,971 - INFO - [Train] step: 20799, loss_mpn: 0.051601, loss_rec: 0.071884, loss_semantic: 0.872626, loss_idmrf: 21.735891, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 19:57:30,338 - INFO - [Train] step: 20899, loss_mpn: 0.047703, loss_rec: 0.055990, loss_semantic: 0.770066, loss_idmrf: 18.080669, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 19:58:25,800 - INFO - [Train] step: 20999, loss_mpn: 0.062461, loss_rec: 0.084624, loss_semantic: 0.891952, loss_idmrf: 23.218052, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 20:00:31,315 - INFO - [Eval] step: 20999, bce: 0.214422, psnr: 22.803129, ssim: 0.789875 | |
| 2023-03-19 20:01:31,934 - INFO - [Train] step: 21099, loss_mpn: 0.098572, loss_rec: 0.095465, loss_semantic: 0.998658, loss_idmrf: 30.696949, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 20:02:27,477 - INFO - [Train] step: 21199, loss_mpn: 0.065309, loss_rec: 0.089277, loss_semantic: 0.934242, loss_idmrf: 31.691641, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 20:03:23,308 - INFO - [Train] step: 21299, loss_mpn: 0.043600, loss_rec: 0.078956, loss_semantic: 0.885332, loss_idmrf: 21.975821, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 20:04:19,086 - INFO - [Train] step: 21399, loss_mpn: 0.050766, loss_rec: 0.086474, loss_semantic: 0.859282, loss_idmrf: 19.401707, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 20:05:14,656 - INFO - [Train] step: 21499, loss_mpn: 0.083332, loss_rec: 0.087186, loss_semantic: 0.874468, loss_idmrf: 20.387766, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 20:06:10,258 - INFO - [Train] step: 21599, loss_mpn: 0.065352, loss_rec: 0.080600, loss_semantic: 0.906107, loss_idmrf: 22.242783, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 20:07:05,798 - INFO - [Train] step: 21699, loss_mpn: 0.062009, loss_rec: 0.081200, loss_semantic: 0.860980, loss_idmrf: 24.010386, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 20:08:01,242 - INFO - [Train] step: 21799, loss_mpn: 0.109176, loss_rec: 0.091227, loss_semantic: 0.898730, loss_idmrf: 21.721428, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 20:08:56,698 - INFO - [Train] step: 21899, loss_mpn: 0.044179, loss_rec: 0.068380, loss_semantic: 0.771225, loss_idmrf: 22.626171, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 20:09:52,092 - INFO - [Train] step: 21999, loss_mpn: 0.058229, loss_rec: 0.072427, loss_semantic: 0.833204, loss_idmrf: 24.527666, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 20:11:56,930 - INFO - [Eval] step: 21999, bce: 0.186887, psnr: 23.125401, ssim: 0.799014 | |
| 2023-03-19 20:12:57,555 - INFO - [Train] step: 22099, loss_mpn: 0.064541, loss_rec: 0.070983, loss_semantic: 0.801516, loss_idmrf: 20.181236, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 20:13:53,228 - INFO - [Train] step: 22199, loss_mpn: 0.053011, loss_rec: 0.082677, loss_semantic: 0.925152, loss_idmrf: 27.173246, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 20:14:48,984 - INFO - [Train] step: 22299, loss_mpn: 0.064479, loss_rec: 0.078846, loss_semantic: 0.876799, loss_idmrf: 24.721617, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 20:15:44,754 - INFO - [Train] step: 22399, loss_mpn: 0.067361, loss_rec: 0.109570, loss_semantic: 1.080669, loss_idmrf: 29.662975, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 20:16:40,543 - INFO - [Train] step: 22499, loss_mpn: 0.063221, loss_rec: 0.097559, loss_semantic: 0.931410, loss_idmrf: 30.287874, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 20:17:37,665 - INFO - [Train] step: 22599, loss_mpn: 0.069920, loss_rec: 0.085578, loss_semantic: 0.927886, loss_idmrf: 28.424419, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 20:18:33,371 - INFO - [Train] step: 22699, loss_mpn: 0.035091, loss_rec: 0.053339, loss_semantic: 0.704051, loss_idmrf: 17.025911, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 20:19:28,997 - INFO - [Train] step: 22799, loss_mpn: 0.062964, loss_rec: 0.085913, loss_semantic: 0.888138, loss_idmrf: 24.437611, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 20:20:24,684 - INFO - [Train] step: 22899, loss_mpn: 0.079854, loss_rec: 0.086376, loss_semantic: 0.891412, loss_idmrf: 21.560005, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 20:21:20,300 - INFO - [Train] step: 22999, loss_mpn: 0.062294, loss_rec: 0.081736, loss_semantic: 0.876036, loss_idmrf: 24.196434, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 20:23:25,721 - INFO - [Eval] step: 22999, bce: 0.177715, psnr: 23.112005, ssim: 0.796208 | |
| 2023-03-19 20:24:26,769 - INFO - [Train] step: 23099, loss_mpn: 0.059811, loss_rec: 0.088634, loss_semantic: 0.868104, loss_idmrf: 24.745754, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 20:25:22,725 - INFO - [Train] step: 23199, loss_mpn: 0.079933, loss_rec: 0.094239, loss_semantic: 0.906511, loss_idmrf: 28.226311, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 20:26:18,715 - INFO - [Train] step: 23299, loss_mpn: 0.073015, loss_rec: 0.080463, loss_semantic: 0.845135, loss_idmrf: 19.548870, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 20:27:14,748 - INFO - [Train] step: 23399, loss_mpn: 0.057292, loss_rec: 0.102779, loss_semantic: 1.042080, loss_idmrf: 34.357597, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 20:28:10,456 - INFO - [Train] step: 23499, loss_mpn: 0.063403, loss_rec: 0.091585, loss_semantic: 0.893891, loss_idmrf: 26.481487, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 20:29:06,120 - INFO - [Train] step: 23599, loss_mpn: 0.050476, loss_rec: 0.092086, loss_semantic: 0.891552, loss_idmrf: 27.535164, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 20:30:01,661 - INFO - [Train] step: 23699, loss_mpn: 0.055705, loss_rec: 0.083500, loss_semantic: 0.923738, loss_idmrf: 23.593544, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 20:30:57,135 - INFO - [Train] step: 23799, loss_mpn: 0.070705, loss_rec: 0.078102, loss_semantic: 0.836954, loss_idmrf: 20.772156, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 20:31:52,632 - INFO - [Train] step: 23899, loss_mpn: 0.055040, loss_rec: 0.089438, loss_semantic: 0.956566, loss_idmrf: 23.111824, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 20:32:48,089 - INFO - [Train] step: 23999, loss_mpn: 0.089090, loss_rec: 0.098816, loss_semantic: 0.946409, loss_idmrf: 31.898970, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 20:34:53,738 - INFO - [Eval] step: 23999, bce: 0.171640, psnr: 22.888414, ssim: 0.796937 | |
| 2023-03-19 20:35:54,458 - INFO - [Train] step: 24099, loss_mpn: 0.063340, loss_rec: 0.094213, loss_semantic: 0.917966, loss_idmrf: 25.934904, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 20:36:50,003 - INFO - [Train] step: 24199, loss_mpn: 0.093507, loss_rec: 0.107343, loss_semantic: 1.022892, loss_idmrf: 30.095011, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 20:37:45,751 - INFO - [Train] step: 24299, loss_mpn: 0.062183, loss_rec: 0.071181, loss_semantic: 0.834809, loss_idmrf: 20.525925, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 20:38:41,495 - INFO - [Train] step: 24399, loss_mpn: 0.082332, loss_rec: 0.108717, loss_semantic: 0.996004, loss_idmrf: 33.088650, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 20:39:37,136 - INFO - [Train] step: 24499, loss_mpn: 0.060838, loss_rec: 0.066291, loss_semantic: 0.838832, loss_idmrf: 20.578714, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 20:40:32,699 - INFO - [Train] step: 24599, loss_mpn: 0.061671, loss_rec: 0.081428, loss_semantic: 0.880787, loss_idmrf: 19.772469, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 20:41:28,218 - INFO - [Train] step: 24699, loss_mpn: 0.050532, loss_rec: 0.088261, loss_semantic: 0.986221, loss_idmrf: 27.720448, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 20:42:23,662 - INFO - [Train] step: 24799, loss_mpn: 0.070603, loss_rec: 0.090233, loss_semantic: 0.916158, loss_idmrf: 24.565193, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 20:43:19,010 - INFO - [Train] step: 24899, loss_mpn: 0.048675, loss_rec: 0.085728, loss_semantic: 0.915843, loss_idmrf: 25.656952, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 20:44:14,477 - INFO - [Train] step: 24999, loss_mpn: 0.056391, loss_rec: 0.084850, loss_semantic: 0.838484, loss_idmrf: 24.110918, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 20:46:21,978 - INFO - [Eval] step: 24999, bce: 0.180242, psnr: 23.045780, ssim: 0.801829 | |
| 2023-03-19 20:47:22,822 - INFO - [Train] step: 25099, loss_mpn: 0.102601, loss_rec: 0.101014, loss_semantic: 0.999803, loss_idmrf: 23.238058, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 20:48:18,400 - INFO - [Train] step: 25199, loss_mpn: 0.050179, loss_rec: 0.067318, loss_semantic: 0.819383, loss_idmrf: 19.367718, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 20:49:14,191 - INFO - [Train] step: 25299, loss_mpn: 0.076127, loss_rec: 0.101996, loss_semantic: 0.955160, loss_idmrf: 33.904854, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 20:50:09,987 - INFO - [Train] step: 25399, loss_mpn: 0.103088, loss_rec: 0.105183, loss_semantic: 1.067231, loss_idmrf: 29.870483, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 20:51:05,608 - INFO - [Train] step: 25499, loss_mpn: 0.068511, loss_rec: 0.083338, loss_semantic: 0.877429, loss_idmrf: 26.019081, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 20:52:01,172 - INFO - [Train] step: 25599, loss_mpn: 0.108452, loss_rec: 0.108776, loss_semantic: 0.991735, loss_idmrf: 30.786150, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 20:52:56,638 - INFO - [Train] step: 25699, loss_mpn: 0.059871, loss_rec: 0.081645, loss_semantic: 0.963902, loss_idmrf: 25.472855, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 20:53:52,142 - INFO - [Train] step: 25799, loss_mpn: 0.083371, loss_rec: 0.114301, loss_semantic: 1.006900, loss_idmrf: 30.290058, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 20:54:47,516 - INFO - [Train] step: 25899, loss_mpn: 0.055084, loss_rec: 0.059681, loss_semantic: 0.773297, loss_idmrf: 15.314278, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 20:55:42,930 - INFO - [Train] step: 25999, loss_mpn: 0.057213, loss_rec: 0.077407, loss_semantic: 0.859710, loss_idmrf: 20.438148, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 20:57:50,457 - INFO - [Eval] step: 25999, bce: 0.170638, psnr: 23.122768, ssim: 0.797069 | |
| 2023-03-19 20:58:51,206 - INFO - [Train] step: 26099, loss_mpn: 0.080437, loss_rec: 0.092136, loss_semantic: 0.907526, loss_idmrf: 28.706924, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 20:59:46,827 - INFO - [Train] step: 26199, loss_mpn: 0.058136, loss_rec: 0.088790, loss_semantic: 0.925054, loss_idmrf: 25.095116, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 21:00:42,635 - INFO - [Train] step: 26299, loss_mpn: 0.114585, loss_rec: 0.119065, loss_semantic: 1.031322, loss_idmrf: 30.653322, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 21:01:38,466 - INFO - [Train] step: 26399, loss_mpn: 0.088278, loss_rec: 0.098648, loss_semantic: 0.999308, loss_idmrf: 28.495033, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 21:02:33,975 - INFO - [Train] step: 26499, loss_mpn: 0.051923, loss_rec: 0.075721, loss_semantic: 0.804918, loss_idmrf: 20.046316, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 21:03:29,539 - INFO - [Train] step: 26599, loss_mpn: 0.052277, loss_rec: 0.070560, loss_semantic: 0.853278, loss_idmrf: 27.135979, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 21:04:24,944 - INFO - [Train] step: 26699, loss_mpn: 0.056436, loss_rec: 0.082300, loss_semantic: 0.844434, loss_idmrf: 21.082937, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 21:05:20,383 - INFO - [Train] step: 26799, loss_mpn: 0.110709, loss_rec: 0.113672, loss_semantic: 1.095181, loss_idmrf: 31.404764, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 21:06:15,867 - INFO - [Train] step: 26899, loss_mpn: 0.062157, loss_rec: 0.082100, loss_semantic: 0.863092, loss_idmrf: 21.702652, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 21:07:11,186 - INFO - [Train] step: 26999, loss_mpn: 0.066747, loss_rec: 0.085838, loss_semantic: 0.888854, loss_idmrf: 27.276560, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 21:09:16,565 - INFO - [Eval] step: 26999, bce: 0.195610, psnr: 23.286201, ssim: 0.801702 | |
| 2023-03-19 21:10:17,098 - INFO - [Train] step: 27099, loss_mpn: 0.051221, loss_rec: 0.077516, loss_semantic: 0.814639, loss_idmrf: 21.014393, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 21:11:12,495 - INFO - [Train] step: 27199, loss_mpn: 0.056020, loss_rec: 0.090153, loss_semantic: 0.903892, loss_idmrf: 23.847473, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 21:12:08,095 - INFO - [Train] step: 27299, loss_mpn: 0.073415, loss_rec: 0.081645, loss_semantic: 0.831901, loss_idmrf: 23.083824, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 21:13:03,763 - INFO - [Train] step: 27399, loss_mpn: 0.044631, loss_rec: 0.077155, loss_semantic: 0.859102, loss_idmrf: 20.750755, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 21:13:59,276 - INFO - [Train] step: 27499, loss_mpn: 0.058755, loss_rec: 0.089105, loss_semantic: 0.906361, loss_idmrf: 26.200840, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 21:14:54,754 - INFO - [Train] step: 27599, loss_mpn: 0.063214, loss_rec: 0.099783, loss_semantic: 0.901008, loss_idmrf: 27.729649, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 21:15:50,121 - INFO - [Train] step: 27699, loss_mpn: 0.074195, loss_rec: 0.100851, loss_semantic: 0.977651, loss_idmrf: 32.540848, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 21:16:45,496 - INFO - [Train] step: 27799, loss_mpn: 0.040993, loss_rec: 0.067402, loss_semantic: 0.775303, loss_idmrf: 16.722649, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 21:17:40,832 - INFO - [Train] step: 27899, loss_mpn: 0.061674, loss_rec: 0.083343, loss_semantic: 0.902955, loss_idmrf: 22.743092, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 21:18:36,172 - INFO - [Train] step: 27999, loss_mpn: 0.047338, loss_rec: 0.063246, loss_semantic: 0.716867, loss_idmrf: 16.587347, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 21:20:41,184 - INFO - [Eval] step: 27999, bce: 0.164708, psnr: 23.224260, ssim: 0.804461 | |
| 2023-03-19 21:21:41,807 - INFO - [Train] step: 28099, loss_mpn: 0.056616, loss_rec: 0.073610, loss_semantic: 0.822584, loss_idmrf: 24.198673, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 21:22:37,260 - INFO - [Train] step: 28199, loss_mpn: 0.059205, loss_rec: 0.101156, loss_semantic: 1.098906, loss_idmrf: 30.935673, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 21:23:33,034 - INFO - [Train] step: 28299, loss_mpn: 0.061401, loss_rec: 0.072682, loss_semantic: 0.804471, loss_idmrf: 22.962448, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 21:24:28,760 - INFO - [Train] step: 28399, loss_mpn: 0.049208, loss_rec: 0.068836, loss_semantic: 0.797437, loss_idmrf: 20.596365, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 21:25:24,374 - INFO - [Train] step: 28499, loss_mpn: 0.051644, loss_rec: 0.089559, loss_semantic: 0.964946, loss_idmrf: 27.648638, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 21:26:20,029 - INFO - [Train] step: 28599, loss_mpn: 0.084540, loss_rec: 0.123993, loss_semantic: 1.091090, loss_idmrf: 32.507828, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 21:27:15,545 - INFO - [Train] step: 28699, loss_mpn: 0.060486, loss_rec: 0.089734, loss_semantic: 0.948879, loss_idmrf: 25.310453, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 21:28:10,915 - INFO - [Train] step: 28799, loss_mpn: 0.060240, loss_rec: 0.074509, loss_semantic: 0.881489, loss_idmrf: 23.243553, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 21:29:06,317 - INFO - [Train] step: 28899, loss_mpn: 0.052848, loss_rec: 0.075837, loss_semantic: 0.815810, loss_idmrf: 19.976656, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 21:30:01,741 - INFO - [Train] step: 28999, loss_mpn: 0.073482, loss_rec: 0.099282, loss_semantic: 0.963333, loss_idmrf: 26.957642, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 21:32:08,105 - INFO - [Eval] step: 28999, bce: 0.167662, psnr: 23.328325, ssim: 0.800870 | |
| 2023-03-19 21:33:08,757 - INFO - [Train] step: 29099, loss_mpn: 0.073095, loss_rec: 0.091563, loss_semantic: 0.941634, loss_idmrf: 26.327002, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 21:34:04,493 - INFO - [Train] step: 29199, loss_mpn: 0.090930, loss_rec: 0.099063, loss_semantic: 0.957750, loss_idmrf: 25.763844, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 21:35:00,298 - INFO - [Train] step: 29299, loss_mpn: 0.071803, loss_rec: 0.079826, loss_semantic: 0.873523, loss_idmrf: 25.118366, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 21:35:56,052 - INFO - [Train] step: 29399, loss_mpn: 0.040671, loss_rec: 0.064077, loss_semantic: 0.806851, loss_idmrf: 20.111046, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 21:36:51,775 - INFO - [Train] step: 29499, loss_mpn: 0.056810, loss_rec: 0.075635, loss_semantic: 0.814299, loss_idmrf: 19.367304, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 21:37:47,375 - INFO - [Train] step: 29599, loss_mpn: 0.035314, loss_rec: 0.058593, loss_semantic: 0.765404, loss_idmrf: 20.971130, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 21:38:42,936 - INFO - [Train] step: 29699, loss_mpn: 0.082489, loss_rec: 0.104473, loss_semantic: 1.027226, loss_idmrf: 27.590551, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 21:39:38,436 - INFO - [Train] step: 29799, loss_mpn: 0.062693, loss_rec: 0.071046, loss_semantic: 0.805174, loss_idmrf: 22.594032, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 21:40:33,912 - INFO - [Train] step: 29899, loss_mpn: 0.073988, loss_rec: 0.097030, loss_semantic: 0.930993, loss_idmrf: 24.731539, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 21:41:29,474 - INFO - [Train] step: 29999, loss_mpn: 0.056611, loss_rec: 0.080197, loss_semantic: 0.909466, loss_idmrf: 28.059578, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 21:43:35,084 - INFO - [Eval] step: 29999, bce: 0.150398, psnr: 23.449574, ssim: 0.803094 | |
| 2023-03-19 21:44:37,201 - INFO - [Train] step: 30099, loss_mpn: 0.040785, loss_rec: 0.064626, loss_semantic: 0.784575, loss_idmrf: 16.256907, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 21:45:32,715 - INFO - [Train] step: 30199, loss_mpn: 0.058631, loss_rec: 0.075232, loss_semantic: 0.785759, loss_idmrf: 19.608780, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 21:46:28,550 - INFO - [Train] step: 30299, loss_mpn: 0.054485, loss_rec: 0.070910, loss_semantic: 0.836820, loss_idmrf: 19.720566, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 21:47:24,230 - INFO - [Train] step: 30399, loss_mpn: 0.092314, loss_rec: 0.077504, loss_semantic: 0.879985, loss_idmrf: 22.892002, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 21:48:19,946 - INFO - [Train] step: 30499, loss_mpn: 0.054907, loss_rec: 0.079507, loss_semantic: 0.859578, loss_idmrf: 20.812378, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 21:49:15,567 - INFO - [Train] step: 30599, loss_mpn: 0.045031, loss_rec: 0.063381, loss_semantic: 0.800825, loss_idmrf: 20.208103, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 21:50:11,142 - INFO - [Train] step: 30699, loss_mpn: 0.071200, loss_rec: 0.101283, loss_semantic: 0.939442, loss_idmrf: 30.354576, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 21:51:06,619 - INFO - [Train] step: 30799, loss_mpn: 0.046197, loss_rec: 0.071811, loss_semantic: 0.835447, loss_idmrf: 27.297739, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 21:52:01,994 - INFO - [Train] step: 30899, loss_mpn: 0.065435, loss_rec: 0.091081, loss_semantic: 0.946995, loss_idmrf: 25.983994, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 21:52:57,350 - INFO - [Train] step: 30999, loss_mpn: 0.070876, loss_rec: 0.084485, loss_semantic: 0.831253, loss_idmrf: 21.082191, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 21:55:05,449 - INFO - [Eval] step: 30999, bce: 0.176748, psnr: 23.459660, ssim: 0.807393 | |
| 2023-03-19 21:56:06,810 - INFO - [Train] step: 31099, loss_mpn: 0.027337, loss_rec: 0.066497, loss_semantic: 0.749197, loss_idmrf: 14.528677, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 21:57:02,399 - INFO - [Train] step: 31199, loss_mpn: 0.069211, loss_rec: 0.090274, loss_semantic: 0.942093, loss_idmrf: 29.964741, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 21:57:58,258 - INFO - [Train] step: 31299, loss_mpn: 0.064233, loss_rec: 0.086920, loss_semantic: 0.822544, loss_idmrf: 19.069431, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 21:58:54,041 - INFO - [Train] step: 31399, loss_mpn: 0.068221, loss_rec: 0.102038, loss_semantic: 1.037192, loss_idmrf: 28.193317, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 21:59:49,684 - INFO - [Train] step: 31499, loss_mpn: 0.045209, loss_rec: 0.066157, loss_semantic: 0.775104, loss_idmrf: 18.303848, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 22:00:45,212 - INFO - [Train] step: 31599, loss_mpn: 0.031120, loss_rec: 0.053706, loss_semantic: 0.676638, loss_idmrf: 13.399920, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 22:01:40,803 - INFO - [Train] step: 31699, loss_mpn: 0.046094, loss_rec: 0.090617, loss_semantic: 0.811240, loss_idmrf: 18.453659, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 22:02:36,171 - INFO - [Train] step: 31799, loss_mpn: 0.031181, loss_rec: 0.067968, loss_semantic: 0.785163, loss_idmrf: 20.569067, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 22:03:31,519 - INFO - [Train] step: 31899, loss_mpn: 0.056278, loss_rec: 0.095606, loss_semantic: 0.972180, loss_idmrf: 34.211067, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 22:04:26,817 - INFO - [Train] step: 31999, loss_mpn: 0.033837, loss_rec: 0.064592, loss_semantic: 0.749603, loss_idmrf: 16.521782, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 22:06:35,563 - INFO - [Eval] step: 31999, bce: 0.168262, psnr: 23.552294, ssim: 0.804270 | |
| 2023-03-19 22:07:36,113 - INFO - [Train] step: 32099, loss_mpn: 0.072548, loss_rec: 0.088184, loss_semantic: 0.920985, loss_idmrf: 23.961466, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 22:08:31,558 - INFO - [Train] step: 32199, loss_mpn: 0.041257, loss_rec: 0.073022, loss_semantic: 0.836168, loss_idmrf: 17.633442, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 22:09:27,266 - INFO - [Train] step: 32299, loss_mpn: 0.059091, loss_rec: 0.095499, loss_semantic: 0.903553, loss_idmrf: 24.385286, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 22:10:22,940 - INFO - [Train] step: 32399, loss_mpn: 0.052281, loss_rec: 0.084697, loss_semantic: 0.923049, loss_idmrf: 23.222626, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 22:11:18,546 - INFO - [Train] step: 32499, loss_mpn: 0.070631, loss_rec: 0.092176, loss_semantic: 0.954848, loss_idmrf: 26.600632, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 22:12:14,022 - INFO - [Train] step: 32599, loss_mpn: 0.078326, loss_rec: 0.118041, loss_semantic: 1.072614, loss_idmrf: 29.999092, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 22:13:09,476 - INFO - [Train] step: 32699, loss_mpn: 0.065187, loss_rec: 0.099437, loss_semantic: 0.943405, loss_idmrf: 29.806961, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 22:14:04,960 - INFO - [Train] step: 32799, loss_mpn: 0.040482, loss_rec: 0.073952, loss_semantic: 0.879493, loss_idmrf: 21.331612, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 22:15:00,327 - INFO - [Train] step: 32899, loss_mpn: 0.045115, loss_rec: 0.080231, loss_semantic: 0.864976, loss_idmrf: 19.595146, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 22:15:55,678 - INFO - [Train] step: 32999, loss_mpn: 0.064142, loss_rec: 0.080501, loss_semantic: 0.833748, loss_idmrf: 22.732784, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 22:18:05,030 - INFO - [Eval] step: 32999, bce: 0.162712, psnr: 23.296581, ssim: 0.804413 | |
| 2023-03-19 22:19:05,613 - INFO - [Train] step: 33099, loss_mpn: 0.033422, loss_rec: 0.067902, loss_semantic: 0.829371, loss_idmrf: 21.190958, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 22:20:01,110 - INFO - [Train] step: 33199, loss_mpn: 0.041970, loss_rec: 0.076775, loss_semantic: 0.852640, loss_idmrf: 21.625429, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 22:20:56,872 - INFO - [Train] step: 33299, loss_mpn: 0.055814, loss_rec: 0.080255, loss_semantic: 0.855144, loss_idmrf: 19.707695, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 22:21:52,679 - INFO - [Train] step: 33399, loss_mpn: 0.051691, loss_rec: 0.065907, loss_semantic: 0.768520, loss_idmrf: 20.756149, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 22:22:48,249 - INFO - [Train] step: 33499, loss_mpn: 0.053497, loss_rec: 0.082359, loss_semantic: 0.895478, loss_idmrf: 23.393770, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 22:23:43,803 - INFO - [Train] step: 33599, loss_mpn: 0.035572, loss_rec: 0.054980, loss_semantic: 0.726238, loss_idmrf: 16.983603, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 22:24:39,193 - INFO - [Train] step: 33699, loss_mpn: 0.037088, loss_rec: 0.068227, loss_semantic: 0.810332, loss_idmrf: 18.498199, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 22:25:34,603 - INFO - [Train] step: 33799, loss_mpn: 0.058634, loss_rec: 0.081498, loss_semantic: 0.916649, loss_idmrf: 25.080475, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 22:26:29,957 - INFO - [Train] step: 33899, loss_mpn: 0.057307, loss_rec: 0.081104, loss_semantic: 0.914172, loss_idmrf: 25.414696, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 22:27:25,401 - INFO - [Train] step: 33999, loss_mpn: 0.072837, loss_rec: 0.102021, loss_semantic: 0.983391, loss_idmrf: 31.588371, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 22:29:31,065 - INFO - [Eval] step: 33999, bce: 0.142751, psnr: 23.535019, ssim: 0.808377 | |
| 2023-03-19 22:30:31,699 - INFO - [Train] step: 34099, loss_mpn: 0.030139, loss_rec: 0.068288, loss_semantic: 0.730018, loss_idmrf: 17.420841, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 22:31:27,299 - INFO - [Train] step: 34199, loss_mpn: 0.061181, loss_rec: 0.088317, loss_semantic: 0.908300, loss_idmrf: 22.392292, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 22:32:23,106 - INFO - [Train] step: 34299, loss_mpn: 0.059658, loss_rec: 0.072250, loss_semantic: 0.802500, loss_idmrf: 23.254066, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 22:33:18,821 - INFO - [Train] step: 34399, loss_mpn: 0.042903, loss_rec: 0.060761, loss_semantic: 0.779881, loss_idmrf: 20.489498, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 22:34:14,384 - INFO - [Train] step: 34499, loss_mpn: 0.043919, loss_rec: 0.073189, loss_semantic: 0.746658, loss_idmrf: 18.351746, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 22:35:09,922 - INFO - [Train] step: 34599, loss_mpn: 0.045620, loss_rec: 0.072571, loss_semantic: 0.849127, loss_idmrf: 25.517876, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 22:36:05,321 - INFO - [Train] step: 34699, loss_mpn: 0.059902, loss_rec: 0.098615, loss_semantic: 1.018540, loss_idmrf: 27.143494, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 22:37:00,698 - INFO - [Train] step: 34799, loss_mpn: 0.063089, loss_rec: 0.093057, loss_semantic: 0.932957, loss_idmrf: 19.976513, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 22:37:56,038 - INFO - [Train] step: 34899, loss_mpn: 0.084089, loss_rec: 0.106966, loss_semantic: 0.979936, loss_idmrf: 37.299461, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 22:38:51,386 - INFO - [Train] step: 34999, loss_mpn: 0.068255, loss_rec: 0.072163, loss_semantic: 0.778291, loss_idmrf: 18.962198, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 22:40:58,710 - INFO - [Eval] step: 34999, bce: 0.178434, psnr: 23.587126, ssim: 0.808064 | |
| 2023-03-19 22:41:59,484 - INFO - [Train] step: 35099, loss_mpn: 0.035520, loss_rec: 0.072987, loss_semantic: 0.853578, loss_idmrf: 23.593662, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 22:42:54,923 - INFO - [Train] step: 35199, loss_mpn: 0.048581, loss_rec: 0.084458, loss_semantic: 0.939896, loss_idmrf: 26.475824, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 22:43:50,707 - INFO - [Train] step: 35299, loss_mpn: 0.053255, loss_rec: 0.072882, loss_semantic: 0.868641, loss_idmrf: 26.080307, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 22:44:46,517 - INFO - [Train] step: 35399, loss_mpn: 0.044343, loss_rec: 0.084966, loss_semantic: 0.899395, loss_idmrf: 24.407475, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 22:45:42,070 - INFO - [Train] step: 35499, loss_mpn: 0.087013, loss_rec: 0.106694, loss_semantic: 0.984988, loss_idmrf: 30.042841, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 22:46:37,605 - INFO - [Train] step: 35599, loss_mpn: 0.040077, loss_rec: 0.074458, loss_semantic: 0.899110, loss_idmrf: 22.925198, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 22:47:33,099 - INFO - [Train] step: 35699, loss_mpn: 0.073253, loss_rec: 0.104367, loss_semantic: 1.056933, loss_idmrf: 33.711754, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 22:48:28,491 - INFO - [Train] step: 35799, loss_mpn: 0.043562, loss_rec: 0.079332, loss_semantic: 0.859497, loss_idmrf: 19.559185, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 22:49:23,841 - INFO - [Train] step: 35899, loss_mpn: 0.051044, loss_rec: 0.091922, loss_semantic: 0.927491, loss_idmrf: 29.509838, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 22:50:19,144 - INFO - [Train] step: 35999, loss_mpn: 0.031328, loss_rec: 0.066504, loss_semantic: 0.787682, loss_idmrf: 17.112263, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 22:52:26,347 - INFO - [Eval] step: 35999, bce: 0.138757, psnr: 23.609678, ssim: 0.811303 | |
| 2023-03-19 22:53:27,011 - INFO - [Train] step: 36099, loss_mpn: 0.069012, loss_rec: 0.094657, loss_semantic: 0.933648, loss_idmrf: 28.851845, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 22:54:22,376 - INFO - [Train] step: 36199, loss_mpn: 0.072058, loss_rec: 0.081795, loss_semantic: 0.909498, loss_idmrf: 26.699104, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 22:55:18,082 - INFO - [Train] step: 36299, loss_mpn: 0.041086, loss_rec: 0.076344, loss_semantic: 0.812538, loss_idmrf: 20.257168, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 22:56:13,794 - INFO - [Train] step: 36399, loss_mpn: 0.045041, loss_rec: 0.073875, loss_semantic: 0.802434, loss_idmrf: 22.052664, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 22:57:09,406 - INFO - [Train] step: 36499, loss_mpn: 0.039562, loss_rec: 0.066018, loss_semantic: 0.825026, loss_idmrf: 16.681231, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 22:58:04,941 - INFO - [Train] step: 36599, loss_mpn: 0.063401, loss_rec: 0.076122, loss_semantic: 0.863229, loss_idmrf: 21.774734, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 22:59:00,464 - INFO - [Train] step: 36699, loss_mpn: 0.035012, loss_rec: 0.070732, loss_semantic: 0.814874, loss_idmrf: 19.505295, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 22:59:55,964 - INFO - [Train] step: 36799, loss_mpn: 0.069316, loss_rec: 0.080790, loss_semantic: 0.888104, loss_idmrf: 24.766226, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 23:00:51,347 - INFO - [Train] step: 36899, loss_mpn: 0.064856, loss_rec: 0.091249, loss_semantic: 0.974880, loss_idmrf: 24.777193, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 23:01:46,706 - INFO - [Train] step: 36999, loss_mpn: 0.064648, loss_rec: 0.092704, loss_semantic: 0.958263, loss_idmrf: 25.912735, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 23:03:53,706 - INFO - [Eval] step: 36999, bce: 0.142666, psnr: 23.773058, ssim: 0.813110 | |
| 2023-03-19 23:04:54,404 - INFO - [Train] step: 37099, loss_mpn: 0.068482, loss_rec: 0.077571, loss_semantic: 0.858320, loss_idmrf: 22.814764, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 23:05:49,868 - INFO - [Train] step: 37199, loss_mpn: 0.076836, loss_rec: 0.075936, loss_semantic: 0.813028, loss_idmrf: 19.380838, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 23:06:45,683 - INFO - [Train] step: 37299, loss_mpn: 0.067595, loss_rec: 0.069120, loss_semantic: 0.839642, loss_idmrf: 21.388622, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 23:07:41,423 - INFO - [Train] step: 37399, loss_mpn: 0.045960, loss_rec: 0.071790, loss_semantic: 0.797367, loss_idmrf: 22.253170, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 23:08:37,152 - INFO - [Train] step: 37499, loss_mpn: 0.040756, loss_rec: 0.074393, loss_semantic: 0.864750, loss_idmrf: 23.550930, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 23:09:33,906 - INFO - [Train] step: 37599, loss_mpn: 0.057512, loss_rec: 0.091654, loss_semantic: 0.934565, loss_idmrf: 29.699272, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 23:10:29,537 - INFO - [Train] step: 37699, loss_mpn: 0.050282, loss_rec: 0.086200, loss_semantic: 0.908044, loss_idmrf: 24.052233, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 23:11:25,103 - INFO - [Train] step: 37799, loss_mpn: 0.032426, loss_rec: 0.078417, loss_semantic: 0.864579, loss_idmrf: 25.222710, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 23:12:20,560 - INFO - [Train] step: 37899, loss_mpn: 0.031259, loss_rec: 0.052597, loss_semantic: 0.680405, loss_idmrf: 14.440674, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 23:13:15,989 - INFO - [Train] step: 37999, loss_mpn: 0.041522, loss_rec: 0.072869, loss_semantic: 0.837264, loss_idmrf: 25.840096, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 23:15:22,896 - INFO - [Eval] step: 37999, bce: 0.136627, psnr: 23.798990, ssim: 0.813555 | |
| 2023-03-19 23:16:23,904 - INFO - [Train] step: 38099, loss_mpn: 0.069316, loss_rec: 0.092156, loss_semantic: 0.879130, loss_idmrf: 24.659361, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 23:17:19,506 - INFO - [Train] step: 38199, loss_mpn: 0.030275, loss_rec: 0.077633, loss_semantic: 0.845561, loss_idmrf: 20.864086, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 23:18:15,292 - INFO - [Train] step: 38299, loss_mpn: 0.046128, loss_rec: 0.084534, loss_semantic: 0.877572, loss_idmrf: 21.646133, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 23:19:11,009 - INFO - [Train] step: 38399, loss_mpn: 0.048186, loss_rec: 0.082682, loss_semantic: 0.883035, loss_idmrf: 23.690849, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 23:20:06,608 - INFO - [Train] step: 38499, loss_mpn: 0.055206, loss_rec: 0.079152, loss_semantic: 0.860061, loss_idmrf: 21.187107, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 23:21:02,181 - INFO - [Train] step: 38599, loss_mpn: 0.037071, loss_rec: 0.078271, loss_semantic: 0.849323, loss_idmrf: 23.896305, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 23:21:57,705 - INFO - [Train] step: 38699, loss_mpn: 0.044203, loss_rec: 0.065535, loss_semantic: 0.791149, loss_idmrf: 21.718264, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 23:22:53,164 - INFO - [Train] step: 38799, loss_mpn: 0.038798, loss_rec: 0.063659, loss_semantic: 0.765059, loss_idmrf: 17.028267, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 23:23:48,593 - INFO - [Train] step: 38899, loss_mpn: 0.051450, loss_rec: 0.068069, loss_semantic: 0.802612, loss_idmrf: 16.959896, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 23:24:43,942 - INFO - [Train] step: 38999, loss_mpn: 0.066296, loss_rec: 0.094935, loss_semantic: 0.949695, loss_idmrf: 29.776062, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 23:26:51,468 - INFO - [Eval] step: 38999, bce: 0.147913, psnr: 23.825342, ssim: 0.814019 | |
| 2023-03-19 23:27:52,430 - INFO - [Train] step: 39099, loss_mpn: 0.033462, loss_rec: 0.072584, loss_semantic: 0.805922, loss_idmrf: 19.030607, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 23:28:47,872 - INFO - [Train] step: 39199, loss_mpn: 0.074420, loss_rec: 0.097760, loss_semantic: 0.953601, loss_idmrf: 28.485971, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 23:29:43,499 - INFO - [Train] step: 39299, loss_mpn: 0.038686, loss_rec: 0.072154, loss_semantic: 0.843572, loss_idmrf: 20.432396, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 23:30:39,186 - INFO - [Train] step: 39399, loss_mpn: 0.046324, loss_rec: 0.072224, loss_semantic: 0.810751, loss_idmrf: 20.610573, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 23:31:34,743 - INFO - [Train] step: 39499, loss_mpn: 0.069957, loss_rec: 0.095804, loss_semantic: 0.949530, loss_idmrf: 24.891026, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 23:32:30,269 - INFO - [Train] step: 39599, loss_mpn: 0.049061, loss_rec: 0.082997, loss_semantic: 0.928408, loss_idmrf: 26.521770, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 23:33:25,681 - INFO - [Train] step: 39699, loss_mpn: 0.040479, loss_rec: 0.084700, loss_semantic: 0.934030, loss_idmrf: 25.220310, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 23:34:21,136 - INFO - [Train] step: 39799, loss_mpn: 0.018115, loss_rec: 0.051584, loss_semantic: 0.676680, loss_idmrf: 14.160481, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 23:35:16,525 - INFO - [Train] step: 39899, loss_mpn: 0.053764, loss_rec: 0.078144, loss_semantic: 0.858945, loss_idmrf: 21.553789, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 23:36:11,857 - INFO - [Train] step: 39999, loss_mpn: 0.039609, loss_rec: 0.073340, loss_semantic: 0.836900, loss_idmrf: 23.401676, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 23:38:18,906 - INFO - [Eval] step: 39999, bce: 0.126871, psnr: 23.883308, ssim: 0.814853 | |
| 2023-03-19 23:39:19,656 - INFO - [Train] step: 40099, loss_mpn: 0.062807, loss_rec: 0.075413, loss_semantic: 0.903825, loss_idmrf: 24.234478, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 23:40:15,224 - INFO - [Train] step: 40199, loss_mpn: 0.018398, loss_rec: 0.059270, loss_semantic: 0.682406, loss_idmrf: 14.579927, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 23:41:11,028 - INFO - [Train] step: 40299, loss_mpn: 0.039220, loss_rec: 0.078808, loss_semantic: 0.804705, loss_idmrf: 19.812105, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 23:42:06,811 - INFO - [Train] step: 40399, loss_mpn: 0.019951, loss_rec: 0.051513, loss_semantic: 0.663414, loss_idmrf: 14.285729, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 23:43:02,462 - INFO - [Train] step: 40499, loss_mpn: 0.056873, loss_rec: 0.094939, loss_semantic: 0.987956, loss_idmrf: 32.775177, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 23:43:58,083 - INFO - [Train] step: 40599, loss_mpn: 0.038608, loss_rec: 0.069914, loss_semantic: 0.744933, loss_idmrf: 18.230276, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 23:44:53,546 - INFO - [Train] step: 40699, loss_mpn: 0.065997, loss_rec: 0.089111, loss_semantic: 0.961464, loss_idmrf: 28.326752, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 23:45:49,015 - INFO - [Train] step: 40799, loss_mpn: 0.036591, loss_rec: 0.072900, loss_semantic: 0.816012, loss_idmrf: 19.598675, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 23:46:44,430 - INFO - [Train] step: 40899, loss_mpn: 0.041524, loss_rec: 0.072973, loss_semantic: 0.770580, loss_idmrf: 18.736078, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 23:47:39,912 - INFO - [Train] step: 40999, loss_mpn: 0.033766, loss_rec: 0.061867, loss_semantic: 0.757663, loss_idmrf: 17.184481, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 23:49:45,652 - INFO - [Eval] step: 40999, bce: 0.131674, psnr: 23.895781, ssim: 0.816706 | |
| 2023-03-19 23:50:46,283 - INFO - [Train] step: 41099, loss_mpn: 0.031359, loss_rec: 0.063998, loss_semantic: 0.766458, loss_idmrf: 19.848331, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 23:51:41,805 - INFO - [Train] step: 41199, loss_mpn: 0.073854, loss_rec: 0.108714, loss_semantic: 0.917364, loss_idmrf: 31.412796, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 23:52:37,533 - INFO - [Train] step: 41299, loss_mpn: 0.051863, loss_rec: 0.077289, loss_semantic: 0.901725, loss_idmrf: 25.829247, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 23:53:33,251 - INFO - [Train] step: 41399, loss_mpn: 0.039537, loss_rec: 0.067914, loss_semantic: 0.806625, loss_idmrf: 21.096695, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 23:54:28,865 - INFO - [Train] step: 41499, loss_mpn: 0.043033, loss_rec: 0.064687, loss_semantic: 0.739532, loss_idmrf: 17.545582, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 23:55:24,353 - INFO - [Train] step: 41599, loss_mpn: 0.029414, loss_rec: 0.069252, loss_semantic: 0.837354, loss_idmrf: 19.791550, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 23:56:19,750 - INFO - [Train] step: 41699, loss_mpn: 0.048828, loss_rec: 0.082080, loss_semantic: 0.892843, loss_idmrf: 23.088596, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 23:57:15,183 - INFO - [Train] step: 41799, loss_mpn: 0.034366, loss_rec: 0.058005, loss_semantic: 0.680906, loss_idmrf: 15.797992, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 23:58:10,482 - INFO - [Train] step: 41899, loss_mpn: 0.030136, loss_rec: 0.059160, loss_semantic: 0.689608, loss_idmrf: 12.436781, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-19 23:59:05,744 - INFO - [Train] step: 41999, loss_mpn: 0.030017, loss_rec: 0.055053, loss_semantic: 0.720777, loss_idmrf: 20.919790, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 00:01:11,841 - INFO - [Eval] step: 41999, bce: 0.127152, psnr: 23.983845, ssim: 0.818484 | |
| 2023-03-20 00:02:12,367 - INFO - [Train] step: 42099, loss_mpn: 0.061004, loss_rec: 0.075814, loss_semantic: 0.839191, loss_idmrf: 20.009388, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 00:03:07,815 - INFO - [Train] step: 42199, loss_mpn: 0.042239, loss_rec: 0.081359, loss_semantic: 0.902523, loss_idmrf: 23.875492, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 00:04:03,527 - INFO - [Train] step: 42299, loss_mpn: 0.049517, loss_rec: 0.077484, loss_semantic: 0.851433, loss_idmrf: 22.830397, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 00:04:59,258 - INFO - [Train] step: 42399, loss_mpn: 0.086012, loss_rec: 0.085652, loss_semantic: 0.926901, loss_idmrf: 27.213978, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 00:05:54,876 - INFO - [Train] step: 42499, loss_mpn: 0.072324, loss_rec: 0.087716, loss_semantic: 0.904066, loss_idmrf: 25.117805, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 00:06:50,412 - INFO - [Train] step: 42599, loss_mpn: 0.046306, loss_rec: 0.076880, loss_semantic: 0.852408, loss_idmrf: 23.475313, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 00:07:45,836 - INFO - [Train] step: 42699, loss_mpn: 0.045559, loss_rec: 0.083451, loss_semantic: 0.900078, loss_idmrf: 22.829988, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 00:08:41,314 - INFO - [Train] step: 42799, loss_mpn: 0.028906, loss_rec: 0.067926, loss_semantic: 0.817107, loss_idmrf: 25.042978, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 00:09:36,668 - INFO - [Train] step: 42899, loss_mpn: 0.047291, loss_rec: 0.065960, loss_semantic: 0.812655, loss_idmrf: 20.039185, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 00:10:31,972 - INFO - [Train] step: 42999, loss_mpn: 0.042628, loss_rec: 0.075389, loss_semantic: 0.843925, loss_idmrf: 20.367203, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 00:12:37,451 - INFO - [Eval] step: 42999, bce: 0.145774, psnr: 23.910067, ssim: 0.816140 | |
| 2023-03-20 00:13:37,905 - INFO - [Train] step: 43099, loss_mpn: 0.038745, loss_rec: 0.067766, loss_semantic: 0.832908, loss_idmrf: 19.979933, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 00:14:33,305 - INFO - [Train] step: 43199, loss_mpn: 0.043052, loss_rec: 0.071333, loss_semantic: 0.794268, loss_idmrf: 19.645599, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 00:15:28,940 - INFO - [Train] step: 43299, loss_mpn: 0.053055, loss_rec: 0.075180, loss_semantic: 0.835818, loss_idmrf: 26.122768, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 00:16:24,568 - INFO - [Train] step: 43399, loss_mpn: 0.036424, loss_rec: 0.061135, loss_semantic: 0.740655, loss_idmrf: 17.127012, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 00:17:20,199 - INFO - [Train] step: 43499, loss_mpn: 0.057648, loss_rec: 0.071444, loss_semantic: 0.811529, loss_idmrf: 17.921566, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 00:18:15,702 - INFO - [Train] step: 43599, loss_mpn: 0.042934, loss_rec: 0.093032, loss_semantic: 0.880374, loss_idmrf: 22.640575, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 00:19:11,090 - INFO - [Train] step: 43699, loss_mpn: 0.053779, loss_rec: 0.087350, loss_semantic: 0.928591, loss_idmrf: 25.772655, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 00:20:06,438 - INFO - [Train] step: 43799, loss_mpn: 0.046528, loss_rec: 0.077798, loss_semantic: 0.869692, loss_idmrf: 24.390366, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 00:21:01,788 - INFO - [Train] step: 43899, loss_mpn: 0.030451, loss_rec: 0.059029, loss_semantic: 0.717371, loss_idmrf: 16.135809, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 00:21:57,063 - INFO - [Train] step: 43999, loss_mpn: 0.038032, loss_rec: 0.075437, loss_semantic: 0.869973, loss_idmrf: 20.091995, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 00:24:05,346 - INFO - [Eval] step: 43999, bce: 0.129713, psnr: 23.960339, ssim: 0.819348 | |
| 2023-03-20 00:25:05,861 - INFO - [Train] step: 44099, loss_mpn: 0.030860, loss_rec: 0.058319, loss_semantic: 0.753302, loss_idmrf: 18.114784, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 00:26:01,275 - INFO - [Train] step: 44199, loss_mpn: 0.040180, loss_rec: 0.075566, loss_semantic: 0.840170, loss_idmrf: 23.959520, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 00:26:56,965 - INFO - [Train] step: 44299, loss_mpn: 0.036513, loss_rec: 0.053015, loss_semantic: 0.717298, loss_idmrf: 15.029404, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 00:27:52,662 - INFO - [Train] step: 44399, loss_mpn: 0.053531, loss_rec: 0.084311, loss_semantic: 0.902368, loss_idmrf: 28.137321, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 00:28:48,253 - INFO - [Train] step: 44499, loss_mpn: 0.056741, loss_rec: 0.091975, loss_semantic: 0.963769, loss_idmrf: 26.438009, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 00:29:43,808 - INFO - [Train] step: 44599, loss_mpn: 0.054638, loss_rec: 0.076701, loss_semantic: 0.893997, loss_idmrf: 23.369236, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 00:30:39,181 - INFO - [Train] step: 44699, loss_mpn: 0.045944, loss_rec: 0.088673, loss_semantic: 0.873443, loss_idmrf: 23.238140, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 00:31:34,542 - INFO - [Train] step: 44799, loss_mpn: 0.044790, loss_rec: 0.068447, loss_semantic: 0.768129, loss_idmrf: 22.280905, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 00:32:29,893 - INFO - [Train] step: 44899, loss_mpn: 0.045664, loss_rec: 0.080586, loss_semantic: 0.864178, loss_idmrf: 26.743279, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 00:33:25,283 - INFO - [Train] step: 44999, loss_mpn: 0.079648, loss_rec: 0.087441, loss_semantic: 0.959345, loss_idmrf: 23.537395, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 00:35:31,659 - INFO - [Eval] step: 44999, bce: 0.147099, psnr: 24.076048, ssim: 0.818544 | |
| 2023-03-20 00:36:33,614 - INFO - [Train] step: 45099, loss_mpn: 0.035411, loss_rec: 0.078783, loss_semantic: 0.891432, loss_idmrf: 23.662163, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 00:37:29,035 - INFO - [Train] step: 45199, loss_mpn: 0.041462, loss_rec: 0.068662, loss_semantic: 0.818274, loss_idmrf: 21.028950, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 00:38:24,801 - INFO - [Train] step: 45299, loss_mpn: 0.045581, loss_rec: 0.072483, loss_semantic: 0.785729, loss_idmrf: 21.335896, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 00:39:20,614 - INFO - [Train] step: 45399, loss_mpn: 0.028209, loss_rec: 0.068817, loss_semantic: 0.768027, loss_idmrf: 19.124464, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 00:40:16,294 - INFO - [Train] step: 45499, loss_mpn: 0.031330, loss_rec: 0.063151, loss_semantic: 0.738658, loss_idmrf: 16.621880, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 00:41:11,932 - INFO - [Train] step: 45599, loss_mpn: 0.050010, loss_rec: 0.089038, loss_semantic: 0.886545, loss_idmrf: 25.619991, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 00:42:07,437 - INFO - [Train] step: 45699, loss_mpn: 0.057856, loss_rec: 0.073879, loss_semantic: 0.813269, loss_idmrf: 23.040136, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 00:43:02,808 - INFO - [Train] step: 45799, loss_mpn: 0.032033, loss_rec: 0.064466, loss_semantic: 0.833047, loss_idmrf: 20.362373, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 00:43:58,172 - INFO - [Train] step: 45899, loss_mpn: 0.048908, loss_rec: 0.081758, loss_semantic: 0.886764, loss_idmrf: 23.532640, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 00:44:53,608 - INFO - [Train] step: 45999, loss_mpn: 0.045986, loss_rec: 0.075938, loss_semantic: 0.821280, loss_idmrf: 19.996872, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 00:46:58,671 - INFO - [Eval] step: 45999, bce: 0.132219, psnr: 24.007502, ssim: 0.822452 | |
| 2023-03-20 00:47:59,425 - INFO - [Train] step: 46099, loss_mpn: 0.068921, loss_rec: 0.102039, loss_semantic: 1.007249, loss_idmrf: 35.044449, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 00:48:55,025 - INFO - [Train] step: 46199, loss_mpn: 0.053611, loss_rec: 0.073557, loss_semantic: 0.783965, loss_idmrf: 20.954716, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 00:49:50,921 - INFO - [Train] step: 46299, loss_mpn: 0.064505, loss_rec: 0.085432, loss_semantic: 0.855189, loss_idmrf: 24.511131, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 00:50:46,737 - INFO - [Train] step: 46399, loss_mpn: 0.039532, loss_rec: 0.076133, loss_semantic: 0.851593, loss_idmrf: 20.002701, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 00:51:42,475 - INFO - [Train] step: 46499, loss_mpn: 0.054864, loss_rec: 0.073300, loss_semantic: 0.854966, loss_idmrf: 21.465458, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 00:52:38,098 - INFO - [Train] step: 46599, loss_mpn: 0.037311, loss_rec: 0.064348, loss_semantic: 0.786462, loss_idmrf: 23.567705, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 00:53:33,654 - INFO - [Train] step: 46699, loss_mpn: 0.059125, loss_rec: 0.093359, loss_semantic: 0.847547, loss_idmrf: 20.285446, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 00:54:29,188 - INFO - [Train] step: 46799, loss_mpn: 0.056385, loss_rec: 0.080842, loss_semantic: 0.878154, loss_idmrf: 24.739868, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 00:55:24,713 - INFO - [Train] step: 46899, loss_mpn: 0.045918, loss_rec: 0.080726, loss_semantic: 0.906448, loss_idmrf: 27.419231, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 00:56:20,164 - INFO - [Train] step: 46999, loss_mpn: 0.045274, loss_rec: 0.078806, loss_semantic: 0.823599, loss_idmrf: 24.756443, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 00:58:25,600 - INFO - [Eval] step: 46999, bce: 0.119048, psnr: 24.164782, ssim: 0.822293 | |
| 2023-03-20 00:59:26,570 - INFO - [Train] step: 47099, loss_mpn: 0.029784, loss_rec: 0.070220, loss_semantic: 0.807792, loss_idmrf: 17.023561, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 01:00:22,303 - INFO - [Train] step: 47199, loss_mpn: 0.037888, loss_rec: 0.067050, loss_semantic: 0.729584, loss_idmrf: 15.024008, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 01:01:18,303 - INFO - [Train] step: 47299, loss_mpn: 0.031147, loss_rec: 0.069883, loss_semantic: 0.781574, loss_idmrf: 18.695324, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 01:02:14,050 - INFO - [Train] step: 47399, loss_mpn: 0.040772, loss_rec: 0.072666, loss_semantic: 0.838210, loss_idmrf: 21.825729, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 01:03:09,759 - INFO - [Train] step: 47499, loss_mpn: 0.049586, loss_rec: 0.090325, loss_semantic: 0.888659, loss_idmrf: 24.439720, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 01:04:05,401 - INFO - [Train] step: 47599, loss_mpn: 0.026023, loss_rec: 0.068183, loss_semantic: 0.833783, loss_idmrf: 21.877823, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 01:05:00,899 - INFO - [Train] step: 47699, loss_mpn: 0.040269, loss_rec: 0.077146, loss_semantic: 0.827514, loss_idmrf: 21.101091, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 01:05:56,493 - INFO - [Train] step: 47799, loss_mpn: 0.055789, loss_rec: 0.091520, loss_semantic: 1.020000, loss_idmrf: 28.765066, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 01:06:52,107 - INFO - [Train] step: 47899, loss_mpn: 0.041057, loss_rec: 0.068512, loss_semantic: 0.789682, loss_idmrf: 20.115459, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 01:07:47,708 - INFO - [Train] step: 47999, loss_mpn: 0.059565, loss_rec: 0.066191, loss_semantic: 0.789909, loss_idmrf: 20.972538, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 01:09:57,223 - INFO - [Eval] step: 47999, bce: 0.121372, psnr: 24.193716, ssim: 0.823338 | |
| 2023-03-20 01:10:58,162 - INFO - [Train] step: 48099, loss_mpn: 0.045395, loss_rec: 0.083628, loss_semantic: 0.861710, loss_idmrf: 22.791910, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 01:11:54,116 - INFO - [Train] step: 48199, loss_mpn: 0.036510, loss_rec: 0.069063, loss_semantic: 0.764419, loss_idmrf: 15.533447, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 01:12:50,235 - INFO - [Train] step: 48299, loss_mpn: 0.041962, loss_rec: 0.072274, loss_semantic: 0.827193, loss_idmrf: 22.167625, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 01:13:46,273 - INFO - [Train] step: 48399, loss_mpn: 0.054742, loss_rec: 0.076186, loss_semantic: 0.828231, loss_idmrf: 21.255119, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 01:14:42,164 - INFO - [Train] step: 48499, loss_mpn: 0.062901, loss_rec: 0.104595, loss_semantic: 1.031476, loss_idmrf: 35.285492, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 01:15:37,983 - INFO - [Train] step: 48599, loss_mpn: 0.028776, loss_rec: 0.058868, loss_semantic: 0.743863, loss_idmrf: 17.191172, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 01:16:33,722 - INFO - [Train] step: 48699, loss_mpn: 0.059933, loss_rec: 0.072427, loss_semantic: 0.830426, loss_idmrf: 20.115417, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 01:17:29,592 - INFO - [Train] step: 48799, loss_mpn: 0.038362, loss_rec: 0.073645, loss_semantic: 0.857682, loss_idmrf: 20.558563, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 01:18:25,287 - INFO - [Train] step: 48899, loss_mpn: 0.052540, loss_rec: 0.062731, loss_semantic: 0.744985, loss_idmrf: 15.363659, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 01:19:20,955 - INFO - [Train] step: 48999, loss_mpn: 0.034253, loss_rec: 0.067444, loss_semantic: 0.822153, loss_idmrf: 18.507605, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 01:21:29,079 - INFO - [Eval] step: 48999, bce: 0.115610, psnr: 24.122972, ssim: 0.824219 | |
| 2023-03-20 01:22:29,906 - INFO - [Train] step: 49099, loss_mpn: 0.045265, loss_rec: 0.070369, loss_semantic: 0.836684, loss_idmrf: 24.010048, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 01:23:25,886 - INFO - [Train] step: 49199, loss_mpn: 0.070177, loss_rec: 0.087729, loss_semantic: 0.921427, loss_idmrf: 27.091187, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 01:24:21,920 - INFO - [Train] step: 49299, loss_mpn: 0.022430, loss_rec: 0.047137, loss_semantic: 0.653392, loss_idmrf: 12.272496, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 01:25:17,787 - INFO - [Train] step: 49399, loss_mpn: 0.051810, loss_rec: 0.078068, loss_semantic: 0.794119, loss_idmrf: 19.260834, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 01:26:13,586 - INFO - [Train] step: 49499, loss_mpn: 0.062238, loss_rec: 0.076903, loss_semantic: 0.873240, loss_idmrf: 22.128395, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 01:27:09,220 - INFO - [Train] step: 49599, loss_mpn: 0.048391, loss_rec: 0.069889, loss_semantic: 0.846941, loss_idmrf: 24.550114, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 01:28:04,890 - INFO - [Train] step: 49699, loss_mpn: 0.037334, loss_rec: 0.056465, loss_semantic: 0.694809, loss_idmrf: 16.001356, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 01:29:00,563 - INFO - [Train] step: 49799, loss_mpn: 0.066646, loss_rec: 0.079807, loss_semantic: 0.908988, loss_idmrf: 20.982807, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 01:29:56,245 - INFO - [Train] step: 49899, loss_mpn: 0.031427, loss_rec: 0.059972, loss_semantic: 0.676864, loss_idmrf: 16.153015, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 01:30:51,897 - INFO - [Train] step: 49999, loss_mpn: 0.047483, loss_rec: 0.097200, loss_semantic: 0.975195, loss_idmrf: 28.867384, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 01:32:59,958 - INFO - [Eval] step: 49999, bce: 0.116873, psnr: 24.105610, ssim: 0.823336 | |
| 2023-03-20 01:34:01,028 - INFO - [Train] step: 50099, loss_mpn: 0.052621, loss_rec: 0.075289, loss_semantic: 0.842634, loss_idmrf: 25.681097, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 01:34:56,924 - INFO - [Train] step: 50199, loss_mpn: 0.056484, loss_rec: 0.087759, loss_semantic: 0.932242, loss_idmrf: 25.904831, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 01:35:52,968 - INFO - [Train] step: 50299, loss_mpn: 0.027580, loss_rec: 0.066531, loss_semantic: 0.780057, loss_idmrf: 17.528271, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 01:36:48,830 - INFO - [Train] step: 50399, loss_mpn: 0.049948, loss_rec: 0.073814, loss_semantic: 0.804778, loss_idmrf: 18.881220, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 01:37:44,700 - INFO - [Train] step: 50499, loss_mpn: 0.034705, loss_rec: 0.075219, loss_semantic: 0.814559, loss_idmrf: 18.948837, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 01:38:40,475 - INFO - [Train] step: 50599, loss_mpn: 0.028898, loss_rec: 0.053449, loss_semantic: 0.664650, loss_idmrf: 14.798550, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 01:39:36,135 - INFO - [Train] step: 50699, loss_mpn: 0.058852, loss_rec: 0.077066, loss_semantic: 0.852822, loss_idmrf: 22.567688, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 01:40:31,972 - INFO - [Train] step: 50799, loss_mpn: 0.046279, loss_rec: 0.075220, loss_semantic: 0.785060, loss_idmrf: 17.065742, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 01:41:27,743 - INFO - [Train] step: 50899, loss_mpn: 0.033943, loss_rec: 0.063777, loss_semantic: 0.714085, loss_idmrf: 16.416016, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 01:42:23,475 - INFO - [Train] step: 50999, loss_mpn: 0.063335, loss_rec: 0.097715, loss_semantic: 0.991479, loss_idmrf: 30.083443, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 01:44:31,197 - INFO - [Eval] step: 50999, bce: 0.117245, psnr: 23.882011, ssim: 0.814680 | |
| 2023-03-20 01:45:31,918 - INFO - [Train] step: 51099, loss_mpn: 0.030771, loss_rec: 0.071833, loss_semantic: 0.796594, loss_idmrf: 21.741667, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 01:46:27,724 - INFO - [Train] step: 51199, loss_mpn: 0.051950, loss_rec: 0.089646, loss_semantic: 0.973252, loss_idmrf: 23.857327, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 01:47:23,696 - INFO - [Train] step: 51299, loss_mpn: 0.042657, loss_rec: 0.065687, loss_semantic: 0.776991, loss_idmrf: 18.034872, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 01:48:19,560 - INFO - [Train] step: 51399, loss_mpn: 0.041508, loss_rec: 0.064908, loss_semantic: 0.783521, loss_idmrf: 18.395340, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 01:49:15,291 - INFO - [Train] step: 51499, loss_mpn: 0.031214, loss_rec: 0.062439, loss_semantic: 0.784885, loss_idmrf: 20.468376, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 01:50:10,933 - INFO - [Train] step: 51599, loss_mpn: 0.032299, loss_rec: 0.070484, loss_semantic: 0.800650, loss_idmrf: 27.554081, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 01:51:06,500 - INFO - [Train] step: 51699, loss_mpn: 0.034964, loss_rec: 0.064242, loss_semantic: 0.765641, loss_idmrf: 18.315243, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 01:52:02,084 - INFO - [Train] step: 51799, loss_mpn: 0.039411, loss_rec: 0.066463, loss_semantic: 0.739286, loss_idmrf: 20.030884, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 01:52:57,539 - INFO - [Train] step: 51899, loss_mpn: 0.034198, loss_rec: 0.058595, loss_semantic: 0.723784, loss_idmrf: 14.861959, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 01:53:53,043 - INFO - [Train] step: 51999, loss_mpn: 0.043137, loss_rec: 0.077061, loss_semantic: 0.803676, loss_idmrf: 18.015392, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 01:55:57,728 - INFO - [Eval] step: 51999, bce: 0.118394, psnr: 24.127943, ssim: 0.824790 | |
| 2023-03-20 01:56:58,565 - INFO - [Train] step: 52099, loss_mpn: 0.027030, loss_rec: 0.060163, loss_semantic: 0.711376, loss_idmrf: 14.872162, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 01:57:54,348 - INFO - [Train] step: 52199, loss_mpn: 0.039575, loss_rec: 0.082536, loss_semantic: 0.874264, loss_idmrf: 27.409832, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 01:58:50,194 - INFO - [Train] step: 52299, loss_mpn: 0.027940, loss_rec: 0.063159, loss_semantic: 0.809707, loss_idmrf: 20.260714, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 01:59:46,008 - INFO - [Train] step: 52399, loss_mpn: 0.030138, loss_rec: 0.068061, loss_semantic: 0.767226, loss_idmrf: 20.365675, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 02:00:41,752 - INFO - [Train] step: 52499, loss_mpn: 0.041112, loss_rec: 0.070400, loss_semantic: 0.792485, loss_idmrf: 18.113052, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 02:01:38,557 - INFO - [Train] step: 52599, loss_mpn: 0.053750, loss_rec: 0.060968, loss_semantic: 0.781134, loss_idmrf: 15.661041, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 02:02:34,158 - INFO - [Train] step: 52699, loss_mpn: 0.040434, loss_rec: 0.074024, loss_semantic: 0.832859, loss_idmrf: 22.041927, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 02:03:29,627 - INFO - [Train] step: 52799, loss_mpn: 0.056915, loss_rec: 0.084945, loss_semantic: 0.925323, loss_idmrf: 27.955103, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 02:04:25,152 - INFO - [Train] step: 52899, loss_mpn: 0.043491, loss_rec: 0.073579, loss_semantic: 0.832728, loss_idmrf: 21.481451, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 02:05:20,679 - INFO - [Train] step: 52999, loss_mpn: 0.043936, loss_rec: 0.069678, loss_semantic: 0.803002, loss_idmrf: 18.542065, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 02:07:27,923 - INFO - [Eval] step: 52999, bce: 0.116525, psnr: 24.162508, ssim: 0.825785 | |
| 2023-03-20 02:08:28,537 - INFO - [Train] step: 53099, loss_mpn: 0.037434, loss_rec: 0.064489, loss_semantic: 0.740585, loss_idmrf: 17.522305, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 02:09:24,231 - INFO - [Train] step: 53199, loss_mpn: 0.037847, loss_rec: 0.074260, loss_semantic: 0.799684, loss_idmrf: 16.567982, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 02:10:20,156 - INFO - [Train] step: 53299, loss_mpn: 0.033925, loss_rec: 0.054345, loss_semantic: 0.716367, loss_idmrf: 16.929249, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 02:11:16,010 - INFO - [Train] step: 53399, loss_mpn: 0.042842, loss_rec: 0.056464, loss_semantic: 0.687612, loss_idmrf: 16.084955, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 02:12:11,703 - INFO - [Train] step: 53499, loss_mpn: 0.036496, loss_rec: 0.068581, loss_semantic: 0.762492, loss_idmrf: 20.629210, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 02:13:07,362 - INFO - [Train] step: 53599, loss_mpn: 0.036513, loss_rec: 0.068009, loss_semantic: 0.790046, loss_idmrf: 25.500080, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 02:14:02,895 - INFO - [Train] step: 53699, loss_mpn: 0.018449, loss_rec: 0.054021, loss_semantic: 0.653657, loss_idmrf: 13.301538, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 02:14:58,543 - INFO - [Train] step: 53799, loss_mpn: 0.064514, loss_rec: 0.073443, loss_semantic: 0.853885, loss_idmrf: 23.798145, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 02:15:54,119 - INFO - [Train] step: 53899, loss_mpn: 0.059045, loss_rec: 0.084667, loss_semantic: 0.865092, loss_idmrf: 24.932350, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 02:16:49,756 - INFO - [Train] step: 53999, loss_mpn: 0.052094, loss_rec: 0.076393, loss_semantic: 0.854517, loss_idmrf: 16.878775, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 02:18:55,095 - INFO - [Eval] step: 53999, bce: 0.105845, psnr: 24.273205, ssim: 0.826403 | |
| 2023-03-20 02:19:56,102 - INFO - [Train] step: 54099, loss_mpn: 0.026125, loss_rec: 0.049799, loss_semantic: 0.631088, loss_idmrf: 11.325342, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 02:20:52,045 - INFO - [Train] step: 54199, loss_mpn: 0.044052, loss_rec: 0.085185, loss_semantic: 0.813002, loss_idmrf: 21.818130, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 02:21:47,963 - INFO - [Train] step: 54299, loss_mpn: 0.038891, loss_rec: 0.063680, loss_semantic: 0.751836, loss_idmrf: 17.001602, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 02:22:43,784 - INFO - [Train] step: 54399, loss_mpn: 0.042762, loss_rec: 0.065005, loss_semantic: 0.765669, loss_idmrf: 19.864225, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 02:23:39,590 - INFO - [Train] step: 54499, loss_mpn: 0.031635, loss_rec: 0.075459, loss_semantic: 0.859385, loss_idmrf: 23.859221, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 02:24:35,337 - INFO - [Train] step: 54599, loss_mpn: 0.040177, loss_rec: 0.069602, loss_semantic: 0.786777, loss_idmrf: 19.451525, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 02:25:31,139 - INFO - [Train] step: 54699, loss_mpn: 0.032998, loss_rec: 0.070145, loss_semantic: 0.739079, loss_idmrf: 17.323158, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 02:26:26,881 - INFO - [Train] step: 54799, loss_mpn: 0.029606, loss_rec: 0.072897, loss_semantic: 0.792116, loss_idmrf: 22.489256, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 02:27:22,593 - INFO - [Train] step: 54899, loss_mpn: 0.046715, loss_rec: 0.083877, loss_semantic: 0.836939, loss_idmrf: 26.601368, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 02:28:18,219 - INFO - [Train] step: 54999, loss_mpn: 0.032184, loss_rec: 0.061019, loss_semantic: 0.761952, loss_idmrf: 19.343868, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 02:30:23,515 - INFO - [Eval] step: 54999, bce: 0.106486, psnr: 24.262897, ssim: 0.828579 | |
| 2023-03-20 02:31:24,299 - INFO - [Train] step: 55099, loss_mpn: 0.065951, loss_rec: 0.086622, loss_semantic: 0.937262, loss_idmrf: 31.496555, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 02:32:20,290 - INFO - [Train] step: 55199, loss_mpn: 0.049255, loss_rec: 0.077452, loss_semantic: 0.848676, loss_idmrf: 22.058403, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 02:33:16,357 - INFO - [Train] step: 55299, loss_mpn: 0.039069, loss_rec: 0.071798, loss_semantic: 0.850906, loss_idmrf: 20.470100, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 02:34:12,232 - INFO - [Train] step: 55399, loss_mpn: 0.020422, loss_rec: 0.056948, loss_semantic: 0.665104, loss_idmrf: 13.804531, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 02:35:08,004 - INFO - [Train] step: 55499, loss_mpn: 0.035756, loss_rec: 0.066345, loss_semantic: 0.789287, loss_idmrf: 15.210558, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 02:36:03,750 - INFO - [Train] step: 55599, loss_mpn: 0.036515, loss_rec: 0.064136, loss_semantic: 0.777549, loss_idmrf: 19.405474, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 02:36:59,499 - INFO - [Train] step: 55699, loss_mpn: 0.038450, loss_rec: 0.068156, loss_semantic: 0.763076, loss_idmrf: 18.428120, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 02:37:55,264 - INFO - [Train] step: 55799, loss_mpn: 0.061716, loss_rec: 0.071746, loss_semantic: 0.870970, loss_idmrf: 29.786030, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 02:38:51,027 - INFO - [Train] step: 55899, loss_mpn: 0.057828, loss_rec: 0.085630, loss_semantic: 0.852305, loss_idmrf: 25.392956, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 02:39:46,792 - INFO - [Train] step: 55999, loss_mpn: 0.038317, loss_rec: 0.078526, loss_semantic: 0.797568, loss_idmrf: 19.766472, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 02:41:53,417 - INFO - [Eval] step: 55999, bce: 0.115615, psnr: 24.320631, ssim: 0.827390 | |
| 2023-03-20 02:42:54,590 - INFO - [Train] step: 56099, loss_mpn: 0.041915, loss_rec: 0.076469, loss_semantic: 0.844158, loss_idmrf: 20.629185, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 02:43:50,781 - INFO - [Train] step: 56199, loss_mpn: 0.044810, loss_rec: 0.080442, loss_semantic: 0.877619, loss_idmrf: 26.796432, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 02:44:46,982 - INFO - [Train] step: 56299, loss_mpn: 0.027685, loss_rec: 0.060756, loss_semantic: 0.738179, loss_idmrf: 14.509778, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 02:45:43,047 - INFO - [Train] step: 56399, loss_mpn: 0.044250, loss_rec: 0.072488, loss_semantic: 0.862400, loss_idmrf: 21.812416, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 02:46:39,051 - INFO - [Train] step: 56499, loss_mpn: 0.036992, loss_rec: 0.066335, loss_semantic: 0.824733, loss_idmrf: 16.980120, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 02:47:34,946 - INFO - [Train] step: 56599, loss_mpn: 0.021715, loss_rec: 0.045152, loss_semantic: 0.627492, loss_idmrf: 14.652371, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 02:48:30,719 - INFO - [Train] step: 56699, loss_mpn: 0.072190, loss_rec: 0.079260, loss_semantic: 0.874890, loss_idmrf: 21.657587, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 02:49:26,574 - INFO - [Train] step: 56799, loss_mpn: 0.039131, loss_rec: 0.072726, loss_semantic: 0.830492, loss_idmrf: 18.211750, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 02:50:22,381 - INFO - [Train] step: 56899, loss_mpn: 0.018589, loss_rec: 0.054110, loss_semantic: 0.657416, loss_idmrf: 16.065117, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 02:51:18,217 - INFO - [Train] step: 56999, loss_mpn: 0.030559, loss_rec: 0.066973, loss_semantic: 0.806468, loss_idmrf: 17.249954, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 02:53:24,801 - INFO - [Eval] step: 56999, bce: 0.110571, psnr: 24.064970, ssim: 0.823624 | |
| 2023-03-20 02:54:25,778 - INFO - [Train] step: 57099, loss_mpn: 0.032498, loss_rec: 0.069608, loss_semantic: 0.778988, loss_idmrf: 18.413342, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 02:55:21,774 - INFO - [Train] step: 57199, loss_mpn: 0.038291, loss_rec: 0.073148, loss_semantic: 0.822365, loss_idmrf: 23.119890, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 02:56:17,859 - INFO - [Train] step: 57299, loss_mpn: 0.063293, loss_rec: 0.069888, loss_semantic: 0.785949, loss_idmrf: 23.679041, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 02:57:13,835 - INFO - [Train] step: 57399, loss_mpn: 0.046312, loss_rec: 0.077845, loss_semantic: 0.891344, loss_idmrf: 23.142496, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 02:58:09,821 - INFO - [Train] step: 57499, loss_mpn: 0.023314, loss_rec: 0.064048, loss_semantic: 0.762140, loss_idmrf: 16.917067, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 02:59:05,631 - INFO - [Train] step: 57599, loss_mpn: 0.022227, loss_rec: 0.057479, loss_semantic: 0.709798, loss_idmrf: 14.694643, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 03:00:01,556 - INFO - [Train] step: 57699, loss_mpn: 0.035972, loss_rec: 0.059312, loss_semantic: 0.718747, loss_idmrf: 20.331785, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 03:00:57,385 - INFO - [Train] step: 57799, loss_mpn: 0.040087, loss_rec: 0.068176, loss_semantic: 0.866076, loss_idmrf: 29.142662, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 03:01:53,265 - INFO - [Train] step: 57899, loss_mpn: 0.062761, loss_rec: 0.101184, loss_semantic: 0.915518, loss_idmrf: 24.326416, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 03:02:49,025 - INFO - [Train] step: 57999, loss_mpn: 0.034112, loss_rec: 0.058452, loss_semantic: 0.755184, loss_idmrf: 16.466072, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 03:04:53,374 - INFO - [Eval] step: 57999, bce: 0.114886, psnr: 24.212332, ssim: 0.823264 | |
| 2023-03-20 03:05:54,545 - INFO - [Train] step: 58099, loss_mpn: 0.046384, loss_rec: 0.076587, loss_semantic: 0.835908, loss_idmrf: 24.149403, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 03:06:50,625 - INFO - [Train] step: 58199, loss_mpn: 0.030667, loss_rec: 0.080437, loss_semantic: 0.870645, loss_idmrf: 21.556339, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 03:07:46,731 - INFO - [Train] step: 58299, loss_mpn: 0.023768, loss_rec: 0.053767, loss_semantic: 0.673910, loss_idmrf: 13.985721, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 03:08:42,725 - INFO - [Train] step: 58399, loss_mpn: 0.022531, loss_rec: 0.048228, loss_semantic: 0.668883, loss_idmrf: 12.790064, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 03:09:38,711 - INFO - [Train] step: 58499, loss_mpn: 0.029215, loss_rec: 0.066856, loss_semantic: 0.801117, loss_idmrf: 21.210413, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 03:10:34,709 - INFO - [Train] step: 58599, loss_mpn: 0.031317, loss_rec: 0.058575, loss_semantic: 0.721023, loss_idmrf: 15.920264, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 03:11:30,658 - INFO - [Train] step: 58699, loss_mpn: 0.036132, loss_rec: 0.065717, loss_semantic: 0.779641, loss_idmrf: 21.394255, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 03:12:26,488 - INFO - [Train] step: 58799, loss_mpn: 0.047657, loss_rec: 0.079962, loss_semantic: 0.874900, loss_idmrf: 24.753815, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 03:13:22,454 - INFO - [Train] step: 58899, loss_mpn: 0.020184, loss_rec: 0.045637, loss_semantic: 0.635201, loss_idmrf: 11.718838, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 03:14:18,361 - INFO - [Train] step: 58999, loss_mpn: 0.071601, loss_rec: 0.096898, loss_semantic: 0.946837, loss_idmrf: 25.905455, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 03:16:23,360 - INFO - [Eval] step: 58999, bce: 0.115716, psnr: 24.435532, ssim: 0.829691 | |
| 2023-03-20 03:17:24,741 - INFO - [Train] step: 59099, loss_mpn: 0.020599, loss_rec: 0.054209, loss_semantic: 0.684352, loss_idmrf: 17.810482, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 03:18:21,008 - INFO - [Train] step: 59199, loss_mpn: 0.045301, loss_rec: 0.079283, loss_semantic: 0.787477, loss_idmrf: 20.295031, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 03:19:17,199 - INFO - [Train] step: 59299, loss_mpn: 0.052157, loss_rec: 0.084530, loss_semantic: 0.881177, loss_idmrf: 24.109901, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 03:20:13,331 - INFO - [Train] step: 59399, loss_mpn: 0.033725, loss_rec: 0.061571, loss_semantic: 0.690488, loss_idmrf: 18.236828, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 03:21:09,453 - INFO - [Train] step: 59499, loss_mpn: 0.038958, loss_rec: 0.075835, loss_semantic: 0.800493, loss_idmrf: 21.292437, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 03:22:05,430 - INFO - [Train] step: 59599, loss_mpn: 0.044618, loss_rec: 0.077991, loss_semantic: 0.845441, loss_idmrf: 25.095240, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 03:23:01,373 - INFO - [Train] step: 59699, loss_mpn: 0.039296, loss_rec: 0.074583, loss_semantic: 0.821515, loss_idmrf: 18.765795, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 03:23:57,209 - INFO - [Train] step: 59799, loss_mpn: 0.019875, loss_rec: 0.054219, loss_semantic: 0.660534, loss_idmrf: 12.383837, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 03:24:53,069 - INFO - [Train] step: 59899, loss_mpn: 0.055654, loss_rec: 0.083829, loss_semantic: 0.887561, loss_idmrf: 21.238346, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 03:25:48,974 - INFO - [Train] step: 59999, loss_mpn: 0.039497, loss_rec: 0.060700, loss_semantic: 0.737415, loss_idmrf: 19.533592, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 03:27:53,892 - INFO - [Eval] step: 59999, bce: 0.105929, psnr: 24.330124, ssim: 0.829448 | |
| 2023-03-20 03:28:56,367 - INFO - [Train] step: 60099, loss_mpn: 0.033721, loss_rec: 0.061959, loss_semantic: 0.754358, loss_idmrf: 18.427084, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 03:29:52,546 - INFO - [Train] step: 60199, loss_mpn: 0.042172, loss_rec: 0.077741, loss_semantic: 0.887314, loss_idmrf: 25.060932, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 03:30:48,699 - INFO - [Train] step: 60299, loss_mpn: 0.050593, loss_rec: 0.090516, loss_semantic: 0.847793, loss_idmrf: 24.476860, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 03:31:44,918 - INFO - [Train] step: 60399, loss_mpn: 0.041595, loss_rec: 0.075836, loss_semantic: 0.897989, loss_idmrf: 24.229219, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 03:32:40,995 - INFO - [Train] step: 60499, loss_mpn: 0.047732, loss_rec: 0.080444, loss_semantic: 0.905637, loss_idmrf: 25.554874, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 03:33:36,857 - INFO - [Train] step: 60599, loss_mpn: 0.029645, loss_rec: 0.075955, loss_semantic: 0.825052, loss_idmrf: 18.042408, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 03:34:32,753 - INFO - [Train] step: 60699, loss_mpn: 0.051219, loss_rec: 0.080044, loss_semantic: 0.838231, loss_idmrf: 24.402626, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 03:35:28,670 - INFO - [Train] step: 60799, loss_mpn: 0.033100, loss_rec: 0.068041, loss_semantic: 0.779066, loss_idmrf: 17.973503, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 03:36:24,598 - INFO - [Train] step: 60899, loss_mpn: 0.060228, loss_rec: 0.082942, loss_semantic: 0.867543, loss_idmrf: 20.745289, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 03:37:20,448 - INFO - [Train] step: 60999, loss_mpn: 0.031880, loss_rec: 0.064712, loss_semantic: 0.713742, loss_idmrf: 18.593821, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 03:39:28,561 - INFO - [Eval] step: 60999, bce: 0.104333, psnr: 24.443752, ssim: 0.831293 | |
| 2023-03-20 03:40:29,560 - INFO - [Train] step: 61099, loss_mpn: 0.034379, loss_rec: 0.068593, loss_semantic: 0.802416, loss_idmrf: 19.524540, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 03:41:25,806 - INFO - [Train] step: 61199, loss_mpn: 0.074117, loss_rec: 0.094402, loss_semantic: 0.992880, loss_idmrf: 24.394302, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 03:42:22,019 - INFO - [Train] step: 61299, loss_mpn: 0.031653, loss_rec: 0.071122, loss_semantic: 0.816650, loss_idmrf: 22.094776, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 03:43:18,058 - INFO - [Train] step: 61399, loss_mpn: 0.065166, loss_rec: 0.100130, loss_semantic: 0.985714, loss_idmrf: 29.697834, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 03:44:14,096 - INFO - [Train] step: 61499, loss_mpn: 0.043550, loss_rec: 0.076228, loss_semantic: 0.837626, loss_idmrf: 22.764641, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 03:45:10,072 - INFO - [Train] step: 61599, loss_mpn: 0.049479, loss_rec: 0.060454, loss_semantic: 0.716641, loss_idmrf: 17.397867, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 03:46:06,059 - INFO - [Train] step: 61699, loss_mpn: 0.039402, loss_rec: 0.074981, loss_semantic: 0.792925, loss_idmrf: 20.476217, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 03:47:01,978 - INFO - [Train] step: 61799, loss_mpn: 0.028711, loss_rec: 0.062332, loss_semantic: 0.708730, loss_idmrf: 18.253498, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 03:47:57,842 - INFO - [Train] step: 61899, loss_mpn: 0.034430, loss_rec: 0.060086, loss_semantic: 0.718936, loss_idmrf: 19.093231, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 03:48:53,756 - INFO - [Train] step: 61999, loss_mpn: 0.054689, loss_rec: 0.068328, loss_semantic: 0.788332, loss_idmrf: 19.857590, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 03:51:00,775 - INFO - [Eval] step: 61999, bce: 0.130713, psnr: 24.361265, ssim: 0.823674 | |
| 2023-03-20 03:52:01,702 - INFO - [Train] step: 62099, loss_mpn: 0.045376, loss_rec: 0.077642, loss_semantic: 0.830735, loss_idmrf: 17.425383, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 03:52:57,810 - INFO - [Train] step: 62199, loss_mpn: 0.051140, loss_rec: 0.294969, loss_semantic: 1.339629, loss_idmrf: 66.260696, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 03:53:54,077 - INFO - [Train] step: 62299, loss_mpn: 0.069678, loss_rec: 0.093751, loss_semantic: 0.969784, loss_idmrf: 28.997229, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 03:54:50,124 - INFO - [Train] step: 62399, loss_mpn: 0.033539, loss_rec: 0.065681, loss_semantic: 0.819544, loss_idmrf: 19.780005, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 03:55:46,087 - INFO - [Train] step: 62499, loss_mpn: 0.032523, loss_rec: 0.061926, loss_semantic: 0.716331, loss_idmrf: 17.138693, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 03:56:42,095 - INFO - [Train] step: 62599, loss_mpn: 0.035345, loss_rec: 0.058953, loss_semantic: 0.711310, loss_idmrf: 17.027382, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 03:57:38,162 - INFO - [Train] step: 62699, loss_mpn: 0.048000, loss_rec: 0.070103, loss_semantic: 0.750474, loss_idmrf: 19.672129, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 03:58:33,949 - INFO - [Train] step: 62799, loss_mpn: 0.037380, loss_rec: 0.079188, loss_semantic: 0.860067, loss_idmrf: 22.361130, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 03:59:29,797 - INFO - [Train] step: 62899, loss_mpn: 0.033098, loss_rec: 0.058939, loss_semantic: 0.717957, loss_idmrf: 17.104231, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 04:00:25,746 - INFO - [Train] step: 62999, loss_mpn: 0.044326, loss_rec: 0.078241, loss_semantic: 0.839482, loss_idmrf: 19.721409, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 04:02:31,380 - INFO - [Eval] step: 62999, bce: 0.099473, psnr: 24.419884, ssim: 0.829513 | |
| 2023-03-20 04:03:32,583 - INFO - [Train] step: 63099, loss_mpn: 0.024942, loss_rec: 0.059266, loss_semantic: 0.688431, loss_idmrf: 13.990507, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 04:04:28,762 - INFO - [Train] step: 63199, loss_mpn: 0.046535, loss_rec: 0.071572, loss_semantic: 0.791117, loss_idmrf: 17.813644, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 04:05:24,891 - INFO - [Train] step: 63299, loss_mpn: 0.047263, loss_rec: 0.069852, loss_semantic: 0.823320, loss_idmrf: 22.941395, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 04:06:20,929 - INFO - [Train] step: 63399, loss_mpn: 0.041853, loss_rec: 0.066932, loss_semantic: 0.798132, loss_idmrf: 18.630003, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 04:07:16,922 - INFO - [Train] step: 63499, loss_mpn: 0.039121, loss_rec: 0.067573, loss_semantic: 0.786943, loss_idmrf: 18.194418, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 04:08:12,884 - INFO - [Train] step: 63599, loss_mpn: 0.058286, loss_rec: 0.060121, loss_semantic: 0.738670, loss_idmrf: 15.714184, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 04:09:08,740 - INFO - [Train] step: 63699, loss_mpn: 0.038018, loss_rec: 0.066326, loss_semantic: 0.753450, loss_idmrf: 19.698183, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 04:10:04,760 - INFO - [Train] step: 63799, loss_mpn: 0.026934, loss_rec: 0.056761, loss_semantic: 0.683083, loss_idmrf: 14.355603, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 04:11:00,633 - INFO - [Train] step: 63899, loss_mpn: 0.030441, loss_rec: 0.054808, loss_semantic: 0.729319, loss_idmrf: 16.949680, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 04:11:56,508 - INFO - [Train] step: 63999, loss_mpn: 0.024162, loss_rec: 0.060487, loss_semantic: 0.730110, loss_idmrf: 17.508987, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 04:14:04,523 - INFO - [Eval] step: 63999, bce: 0.104652, psnr: 24.412443, ssim: 0.826688 | |
| 2023-03-20 04:15:06,413 - INFO - [Train] step: 64099, loss_mpn: 0.059261, loss_rec: 0.064629, loss_semantic: 0.788056, loss_idmrf: 21.013531, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 04:16:02,628 - INFO - [Train] step: 64199, loss_mpn: 0.036518, loss_rec: 0.058362, loss_semantic: 0.734715, loss_idmrf: 18.384678, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 04:16:58,695 - INFO - [Train] step: 64299, loss_mpn: 0.032316, loss_rec: 0.074612, loss_semantic: 0.832353, loss_idmrf: 19.749483, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 04:17:54,766 - INFO - [Train] step: 64399, loss_mpn: 0.032951, loss_rec: 0.062695, loss_semantic: 0.768022, loss_idmrf: 19.749809, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 04:18:50,612 - INFO - [Train] step: 64499, loss_mpn: 0.030717, loss_rec: 0.059924, loss_semantic: 0.744538, loss_idmrf: 15.201106, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 04:19:46,440 - INFO - [Train] step: 64599, loss_mpn: 0.043152, loss_rec: 0.071784, loss_semantic: 0.813335, loss_idmrf: 24.582548, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 04:20:42,209 - INFO - [Train] step: 64699, loss_mpn: 0.032829, loss_rec: 0.065555, loss_semantic: 0.744805, loss_idmrf: 17.047131, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 04:21:37,921 - INFO - [Train] step: 64799, loss_mpn: 0.030418, loss_rec: 0.066092, loss_semantic: 0.776740, loss_idmrf: 19.180237, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 04:22:33,657 - INFO - [Train] step: 64899, loss_mpn: 0.044828, loss_rec: 0.079457, loss_semantic: 0.857528, loss_idmrf: 27.340685, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 04:23:29,338 - INFO - [Train] step: 64999, loss_mpn: 0.040696, loss_rec: 0.071334, loss_semantic: 0.861962, loss_idmrf: 25.963493, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 04:25:38,133 - INFO - [Eval] step: 64999, bce: 0.107132, psnr: 24.486570, ssim: 0.831547 | |
| 2023-03-20 04:26:39,390 - INFO - [Train] step: 65099, loss_mpn: 0.055910, loss_rec: 0.095288, loss_semantic: 0.944502, loss_idmrf: 28.003832, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 04:27:35,394 - INFO - [Train] step: 65199, loss_mpn: 0.049533, loss_rec: 0.084733, loss_semantic: 0.915841, loss_idmrf: 27.669870, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 04:28:31,582 - INFO - [Train] step: 65299, loss_mpn: 0.036677, loss_rec: 0.056900, loss_semantic: 0.731013, loss_idmrf: 19.955132, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 04:29:27,673 - INFO - [Train] step: 65399, loss_mpn: 0.029917, loss_rec: 0.054302, loss_semantic: 0.684581, loss_idmrf: 13.732366, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 04:30:23,650 - INFO - [Train] step: 65499, loss_mpn: 0.035879, loss_rec: 0.080782, loss_semantic: 0.793566, loss_idmrf: 16.255844, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 04:31:19,615 - INFO - [Train] step: 65599, loss_mpn: 0.051891, loss_rec: 0.092896, loss_semantic: 0.964682, loss_idmrf: 27.697474, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 04:32:15,527 - INFO - [Train] step: 65699, loss_mpn: 0.047827, loss_rec: 0.072221, loss_semantic: 0.806492, loss_idmrf: 20.198603, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 04:33:11,419 - INFO - [Train] step: 65799, loss_mpn: 0.042365, loss_rec: 0.074464, loss_semantic: 0.824814, loss_idmrf: 22.076986, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 04:34:07,217 - INFO - [Train] step: 65899, loss_mpn: 0.049612, loss_rec: 0.079283, loss_semantic: 0.843909, loss_idmrf: 25.033134, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 04:35:03,031 - INFO - [Train] step: 65999, loss_mpn: 0.041698, loss_rec: 0.073506, loss_semantic: 0.827527, loss_idmrf: 21.921886, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 04:37:11,027 - INFO - [Eval] step: 65999, bce: 0.097487, psnr: 24.580282, ssim: 0.832666 | |
| 2023-03-20 04:38:12,066 - INFO - [Train] step: 66099, loss_mpn: 0.031738, loss_rec: 0.072547, loss_semantic: 0.799952, loss_idmrf: 18.339233, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 04:39:08,321 - INFO - [Train] step: 66199, loss_mpn: 0.023984, loss_rec: 0.051259, loss_semantic: 0.656040, loss_idmrf: 10.786389, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 04:40:04,463 - INFO - [Train] step: 66299, loss_mpn: 0.031879, loss_rec: 0.060769, loss_semantic: 0.706522, loss_idmrf: 19.594568, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 04:41:00,454 - INFO - [Train] step: 66399, loss_mpn: 0.062075, loss_rec: 0.087902, loss_semantic: 0.926851, loss_idmrf: 22.276323, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 04:41:56,498 - INFO - [Train] step: 66499, loss_mpn: 0.046257, loss_rec: 0.099733, loss_semantic: 0.956426, loss_idmrf: 21.516472, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 04:42:52,456 - INFO - [Train] step: 66599, loss_mpn: 0.031458, loss_rec: 0.062918, loss_semantic: 0.766068, loss_idmrf: 18.154337, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 04:43:48,307 - INFO - [Train] step: 66699, loss_mpn: 0.039330, loss_rec: 0.077932, loss_semantic: 0.768995, loss_idmrf: 23.537504, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 04:44:44,184 - INFO - [Train] step: 66799, loss_mpn: 0.028081, loss_rec: 0.063892, loss_semantic: 0.771787, loss_idmrf: 17.486401, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 04:45:40,014 - INFO - [Train] step: 66899, loss_mpn: 0.030505, loss_rec: 0.085859, loss_semantic: 0.931835, loss_idmrf: 23.642872, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 04:46:35,866 - INFO - [Train] step: 66999, loss_mpn: 0.028843, loss_rec: 0.080873, loss_semantic: 0.843485, loss_idmrf: 20.574783, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 04:48:43,963 - INFO - [Eval] step: 66999, bce: 0.107537, psnr: 24.594433, ssim: 0.832976 | |
| 2023-03-20 04:49:44,907 - INFO - [Train] step: 67099, loss_mpn: 0.031737, loss_rec: 0.062481, loss_semantic: 0.725804, loss_idmrf: 15.918562, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 04:50:41,144 - INFO - [Train] step: 67199, loss_mpn: 0.033965, loss_rec: 0.078319, loss_semantic: 0.790077, loss_idmrf: 20.594864, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 04:51:37,337 - INFO - [Train] step: 67299, loss_mpn: 0.050888, loss_rec: 0.062118, loss_semantic: 0.723233, loss_idmrf: 16.982014, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 04:52:33,462 - INFO - [Train] step: 67399, loss_mpn: 0.064999, loss_rec: 0.090642, loss_semantic: 0.957235, loss_idmrf: 27.808338, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 04:53:29,539 - INFO - [Train] step: 67499, loss_mpn: 0.039467, loss_rec: 0.073096, loss_semantic: 0.772480, loss_idmrf: 21.151079, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 04:54:26,648 - INFO - [Train] step: 67599, loss_mpn: 0.036416, loss_rec: 0.068222, loss_semantic: 0.834523, loss_idmrf: 18.775208, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 04:55:22,731 - INFO - [Train] step: 67699, loss_mpn: 0.050405, loss_rec: 0.080380, loss_semantic: 0.814688, loss_idmrf: 23.382290, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 04:56:18,722 - INFO - [Train] step: 67799, loss_mpn: 0.042519, loss_rec: 0.072341, loss_semantic: 0.827774, loss_idmrf: 18.646608, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 04:57:14,598 - INFO - [Train] step: 67899, loss_mpn: 0.028302, loss_rec: 0.066489, loss_semantic: 0.788028, loss_idmrf: 18.776745, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 04:58:10,506 - INFO - [Train] step: 67999, loss_mpn: 0.037088, loss_rec: 0.071613, loss_semantic: 0.768442, loss_idmrf: 16.833401, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 05:00:16,279 - INFO - [Eval] step: 67999, bce: 0.112322, psnr: 24.580511, ssim: 0.834566 | |
| 2023-03-20 05:01:17,219 - INFO - [Train] step: 68099, loss_mpn: 0.042019, loss_rec: 0.085816, loss_semantic: 0.847158, loss_idmrf: 24.715725, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 05:02:13,222 - INFO - [Train] step: 68199, loss_mpn: 0.038656, loss_rec: 0.077349, loss_semantic: 0.804671, loss_idmrf: 19.312119, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 05:03:09,328 - INFO - [Train] step: 68299, loss_mpn: 0.038667, loss_rec: 0.066575, loss_semantic: 0.739169, loss_idmrf: 22.830063, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 05:04:05,281 - INFO - [Train] step: 68399, loss_mpn: 0.031588, loss_rec: 0.066219, loss_semantic: 0.782282, loss_idmrf: 15.951779, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 05:05:01,190 - INFO - [Train] step: 68499, loss_mpn: 0.032843, loss_rec: 0.068559, loss_semantic: 0.833063, loss_idmrf: 19.859028, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 05:05:57,067 - INFO - [Train] step: 68599, loss_mpn: 0.060631, loss_rec: 0.080629, loss_semantic: 0.879029, loss_idmrf: 22.479649, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 05:06:52,863 - INFO - [Train] step: 68699, loss_mpn: 0.032128, loss_rec: 0.068074, loss_semantic: 0.743796, loss_idmrf: 17.653124, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 05:07:48,669 - INFO - [Train] step: 68799, loss_mpn: 0.057708, loss_rec: 0.077331, loss_semantic: 0.855610, loss_idmrf: 25.196037, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 05:08:44,476 - INFO - [Train] step: 68899, loss_mpn: 0.044738, loss_rec: 0.071429, loss_semantic: 0.783480, loss_idmrf: 18.625324, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 05:09:40,299 - INFO - [Train] step: 68999, loss_mpn: 0.021933, loss_rec: 0.051493, loss_semantic: 0.630783, loss_idmrf: 12.942118, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 05:11:44,836 - INFO - [Eval] step: 68999, bce: 0.095392, psnr: 24.323832, ssim: 0.829562 | |
| 2023-03-20 05:12:45,890 - INFO - [Train] step: 69099, loss_mpn: 0.018274, loss_rec: 0.052454, loss_semantic: 0.724473, loss_idmrf: 17.157284, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 05:13:41,940 - INFO - [Train] step: 69199, loss_mpn: 0.028771, loss_rec: 0.059702, loss_semantic: 0.735249, loss_idmrf: 16.341675, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 05:14:38,019 - INFO - [Train] step: 69299, loss_mpn: 0.028466, loss_rec: 0.048514, loss_semantic: 0.605536, loss_idmrf: 14.215767, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 05:15:33,950 - INFO - [Train] step: 69399, loss_mpn: 0.051120, loss_rec: 0.085213, loss_semantic: 0.847581, loss_idmrf: 24.025829, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 05:16:29,761 - INFO - [Train] step: 69499, loss_mpn: 0.042805, loss_rec: 0.071827, loss_semantic: 0.793402, loss_idmrf: 23.465204, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 05:17:25,796 - INFO - [Train] step: 69599, loss_mpn: 0.043906, loss_rec: 0.073864, loss_semantic: 0.827431, loss_idmrf: 22.493168, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 05:18:21,574 - INFO - [Train] step: 69699, loss_mpn: 0.035119, loss_rec: 0.070736, loss_semantic: 0.796085, loss_idmrf: 19.220604, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 05:19:17,397 - INFO - [Train] step: 69799, loss_mpn: 0.058301, loss_rec: 0.086294, loss_semantic: 0.909966, loss_idmrf: 24.468769, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 05:20:13,242 - INFO - [Train] step: 69899, loss_mpn: 0.029923, loss_rec: 0.066154, loss_semantic: 0.794790, loss_idmrf: 12.994884, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 05:21:08,982 - INFO - [Train] step: 69999, loss_mpn: 0.040551, loss_rec: 0.068874, loss_semantic: 0.785321, loss_idmrf: 25.281858, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 05:23:16,052 - INFO - [Eval] step: 69999, bce: 0.098516, psnr: 24.642012, ssim: 0.834942 | |
| 2023-03-20 05:24:16,904 - INFO - [Train] step: 70099, loss_mpn: 0.032093, loss_rec: 0.071340, loss_semantic: 0.807681, loss_idmrf: 18.990961, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 05:25:13,044 - INFO - [Train] step: 70199, loss_mpn: 0.034204, loss_rec: 0.074745, loss_semantic: 0.802883, loss_idmrf: 18.726460, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 05:26:09,150 - INFO - [Train] step: 70299, loss_mpn: 0.044462, loss_rec: 0.064307, loss_semantic: 0.707398, loss_idmrf: 16.473782, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 05:27:05,104 - INFO - [Train] step: 70399, loss_mpn: 0.044232, loss_rec: 0.068349, loss_semantic: 0.869523, loss_idmrf: 23.348125, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 05:28:00,974 - INFO - [Train] step: 70499, loss_mpn: 0.031658, loss_rec: 0.078591, loss_semantic: 0.809526, loss_idmrf: 23.748470, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 05:28:56,869 - INFO - [Train] step: 70599, loss_mpn: 0.048539, loss_rec: 0.074890, loss_semantic: 0.811349, loss_idmrf: 20.972984, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 05:29:52,653 - INFO - [Train] step: 70699, loss_mpn: 0.042764, loss_rec: 0.076558, loss_semantic: 0.846696, loss_idmrf: 23.370970, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 05:30:48,552 - INFO - [Train] step: 70799, loss_mpn: 0.048044, loss_rec: 0.071788, loss_semantic: 0.815272, loss_idmrf: 18.203011, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 05:31:44,495 - INFO - [Train] step: 70899, loss_mpn: 0.051819, loss_rec: 0.078890, loss_semantic: 0.893591, loss_idmrf: 25.878302, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 05:32:40,258 - INFO - [Train] step: 70999, loss_mpn: 0.025262, loss_rec: 0.066296, loss_semantic: 0.792871, loss_idmrf: 19.316742, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 05:34:47,181 - INFO - [Eval] step: 70999, bce: 0.096390, psnr: 24.623903, ssim: 0.833421 | |
| 2023-03-20 05:35:48,101 - INFO - [Train] step: 71099, loss_mpn: 0.021582, loss_rec: 0.051689, loss_semantic: 0.704820, loss_idmrf: 16.068062, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 05:36:44,030 - INFO - [Train] step: 71199, loss_mpn: 0.035235, loss_rec: 0.084349, loss_semantic: 0.868056, loss_idmrf: 23.443985, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 05:37:40,144 - INFO - [Train] step: 71299, loss_mpn: 0.043636, loss_rec: 0.084275, loss_semantic: 0.898532, loss_idmrf: 22.075787, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 05:38:36,025 - INFO - [Train] step: 71399, loss_mpn: 0.045632, loss_rec: 0.075839, loss_semantic: 0.875826, loss_idmrf: 20.838221, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 05:39:31,855 - INFO - [Train] step: 71499, loss_mpn: 0.042047, loss_rec: 0.080862, loss_semantic: 0.822255, loss_idmrf: 17.114454, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 05:40:27,593 - INFO - [Train] step: 71599, loss_mpn: 0.029608, loss_rec: 0.073603, loss_semantic: 0.784901, loss_idmrf: 20.426552, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 05:41:23,294 - INFO - [Train] step: 71699, loss_mpn: 0.041293, loss_rec: 0.073657, loss_semantic: 0.831670, loss_idmrf: 18.654408, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 05:42:19,002 - INFO - [Train] step: 71799, loss_mpn: 0.032467, loss_rec: 0.067036, loss_semantic: 0.798227, loss_idmrf: 20.552299, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 05:43:14,692 - INFO - [Train] step: 71899, loss_mpn: 0.043420, loss_rec: 0.063959, loss_semantic: 0.757814, loss_idmrf: 19.363262, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 05:44:10,367 - INFO - [Train] step: 71999, loss_mpn: 0.040331, loss_rec: 0.066790, loss_semantic: 0.787668, loss_idmrf: 19.519892, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 05:46:16,204 - INFO - [Eval] step: 71999, bce: 0.104429, psnr: 24.548311, ssim: 0.836245 | |
| 2023-03-20 05:47:17,297 - INFO - [Train] step: 72099, loss_mpn: 0.041168, loss_rec: 0.082082, loss_semantic: 0.868521, loss_idmrf: 22.069054, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 05:48:13,314 - INFO - [Train] step: 72199, loss_mpn: 0.039857, loss_rec: 0.076246, loss_semantic: 0.834555, loss_idmrf: 24.624126, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 05:49:09,367 - INFO - [Train] step: 72299, loss_mpn: 0.027596, loss_rec: 0.066675, loss_semantic: 0.743581, loss_idmrf: 17.612946, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 05:50:05,263 - INFO - [Train] step: 72399, loss_mpn: 0.030881, loss_rec: 0.068733, loss_semantic: 0.778557, loss_idmrf: 19.484650, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 05:51:01,113 - INFO - [Train] step: 72499, loss_mpn: 0.037609, loss_rec: 0.074825, loss_semantic: 0.887144, loss_idmrf: 26.789518, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 05:51:56,984 - INFO - [Train] step: 72599, loss_mpn: 0.060176, loss_rec: 0.085184, loss_semantic: 0.961722, loss_idmrf: 22.141998, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 05:52:52,770 - INFO - [Train] step: 72699, loss_mpn: 0.034497, loss_rec: 0.071279, loss_semantic: 0.772652, loss_idmrf: 19.918562, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 05:53:48,512 - INFO - [Train] step: 72799, loss_mpn: 0.044760, loss_rec: 0.082550, loss_semantic: 0.887254, loss_idmrf: 23.782509, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 05:54:44,200 - INFO - [Train] step: 72899, loss_mpn: 0.056031, loss_rec: 0.092618, loss_semantic: 0.906930, loss_idmrf: 25.917913, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 05:55:39,877 - INFO - [Train] step: 72999, loss_mpn: 0.023472, loss_rec: 0.069514, loss_semantic: 0.739741, loss_idmrf: 17.310574, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 05:57:45,953 - INFO - [Eval] step: 72999, bce: 0.093320, psnr: 24.486076, ssim: 0.837138 | |
| 2023-03-20 05:58:46,771 - INFO - [Train] step: 73099, loss_mpn: 0.034514, loss_rec: 0.071089, loss_semantic: 0.766392, loss_idmrf: 20.050886, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 05:59:42,734 - INFO - [Train] step: 73199, loss_mpn: 0.046218, loss_rec: 0.078704, loss_semantic: 0.890107, loss_idmrf: 21.318249, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 06:00:38,782 - INFO - [Train] step: 73299, loss_mpn: 0.034624, loss_rec: 0.063833, loss_semantic: 0.776472, loss_idmrf: 19.398836, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 06:01:34,784 - INFO - [Train] step: 73399, loss_mpn: 0.040411, loss_rec: 0.075001, loss_semantic: 0.789721, loss_idmrf: 21.118572, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 06:02:30,692 - INFO - [Train] step: 73499, loss_mpn: 0.026526, loss_rec: 0.058450, loss_semantic: 0.693083, loss_idmrf: 17.931257, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 06:03:26,538 - INFO - [Train] step: 73599, loss_mpn: 0.041939, loss_rec: 0.090874, loss_semantic: 0.898900, loss_idmrf: 23.357050, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 06:04:22,487 - INFO - [Train] step: 73699, loss_mpn: 0.028674, loss_rec: 0.070003, loss_semantic: 0.781901, loss_idmrf: 20.330318, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 06:05:18,168 - INFO - [Train] step: 73799, loss_mpn: 0.030776, loss_rec: 0.059746, loss_semantic: 0.762459, loss_idmrf: 15.641944, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 06:06:13,910 - INFO - [Train] step: 73899, loss_mpn: 0.039792, loss_rec: 0.064571, loss_semantic: 0.763170, loss_idmrf: 20.896133, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 06:07:09,756 - INFO - [Train] step: 73999, loss_mpn: 0.033438, loss_rec: 0.065448, loss_semantic: 0.764362, loss_idmrf: 17.483955, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 06:09:15,588 - INFO - [Eval] step: 73999, bce: 0.101495, psnr: 24.742249, ssim: 0.837204 | |
| 2023-03-20 06:10:16,554 - INFO - [Train] step: 74099, loss_mpn: 0.032853, loss_rec: 0.066160, loss_semantic: 0.752453, loss_idmrf: 17.838928, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 06:11:12,609 - INFO - [Train] step: 74199, loss_mpn: 0.030626, loss_rec: 0.076463, loss_semantic: 0.804027, loss_idmrf: 21.229513, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 06:12:08,770 - INFO - [Train] step: 74299, loss_mpn: 0.038231, loss_rec: 0.059755, loss_semantic: 0.696304, loss_idmrf: 15.822147, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 06:13:04,907 - INFO - [Train] step: 74399, loss_mpn: 0.031307, loss_rec: 0.066341, loss_semantic: 0.783789, loss_idmrf: 16.705671, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 06:14:00,851 - INFO - [Train] step: 74499, loss_mpn: 0.032122, loss_rec: 0.061935, loss_semantic: 0.767318, loss_idmrf: 18.509056, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 06:14:56,784 - INFO - [Train] step: 74599, loss_mpn: 0.027489, loss_rec: 0.068519, loss_semantic: 0.782769, loss_idmrf: 17.612288, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 06:15:52,701 - INFO - [Train] step: 74699, loss_mpn: 0.036331, loss_rec: 0.084029, loss_semantic: 0.860491, loss_idmrf: 21.034132, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 06:16:48,513 - INFO - [Train] step: 74799, loss_mpn: 0.046546, loss_rec: 0.077710, loss_semantic: 0.846265, loss_idmrf: 22.350500, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 06:17:44,275 - INFO - [Train] step: 74899, loss_mpn: 0.033017, loss_rec: 0.073421, loss_semantic: 0.811947, loss_idmrf: 21.827625, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 06:18:40,104 - INFO - [Train] step: 74999, loss_mpn: 0.046649, loss_rec: 0.077604, loss_semantic: 0.919951, loss_idmrf: 24.875015, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 06:20:44,978 - INFO - [Eval] step: 74999, bce: 0.089102, psnr: 24.694181, ssim: 0.837624 | |
| 2023-03-20 06:21:47,283 - INFO - [Train] step: 75099, loss_mpn: 0.034012, loss_rec: 0.057160, loss_semantic: 0.736187, loss_idmrf: 20.135508, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 06:22:43,512 - INFO - [Train] step: 75199, loss_mpn: 0.015627, loss_rec: 0.049460, loss_semantic: 0.624148, loss_idmrf: 12.440526, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 06:23:39,813 - INFO - [Train] step: 75299, loss_mpn: 0.040090, loss_rec: 0.069919, loss_semantic: 0.780013, loss_idmrf: 22.523163, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 06:24:35,962 - INFO - [Train] step: 75399, loss_mpn: 0.026090, loss_rec: 0.068923, loss_semantic: 0.807276, loss_idmrf: 18.809139, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 06:25:32,005 - INFO - [Train] step: 75499, loss_mpn: 0.049730, loss_rec: 0.070060, loss_semantic: 0.772799, loss_idmrf: 17.782349, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 06:26:27,934 - INFO - [Train] step: 75599, loss_mpn: 0.050985, loss_rec: 0.093589, loss_semantic: 0.918316, loss_idmrf: 26.536278, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 06:27:23,925 - INFO - [Train] step: 75699, loss_mpn: 0.031509, loss_rec: 0.060868, loss_semantic: 0.768772, loss_idmrf: 17.137112, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 06:28:19,691 - INFO - [Train] step: 75799, loss_mpn: 0.040366, loss_rec: 0.081411, loss_semantic: 0.817919, loss_idmrf: 21.753153, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 06:29:15,405 - INFO - [Train] step: 75899, loss_mpn: 0.040118, loss_rec: 0.081710, loss_semantic: 0.860250, loss_idmrf: 22.078510, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 06:30:11,173 - INFO - [Train] step: 75999, loss_mpn: 0.023943, loss_rec: 0.055524, loss_semantic: 0.725459, loss_idmrf: 16.049885, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 06:32:16,232 - INFO - [Eval] step: 75999, bce: 0.092330, psnr: 24.798056, ssim: 0.838821 | |
| 2023-03-20 06:33:17,302 - INFO - [Train] step: 76099, loss_mpn: 0.043145, loss_rec: 0.070402, loss_semantic: 0.796071, loss_idmrf: 19.774075, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 06:34:13,375 - INFO - [Train] step: 76199, loss_mpn: 0.021466, loss_rec: 0.051911, loss_semantic: 0.649071, loss_idmrf: 15.643414, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 06:35:09,495 - INFO - [Train] step: 76299, loss_mpn: 0.043320, loss_rec: 0.062472, loss_semantic: 0.756037, loss_idmrf: 21.914272, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 06:36:05,481 - INFO - [Train] step: 76399, loss_mpn: 0.035076, loss_rec: 0.072578, loss_semantic: 0.784389, loss_idmrf: 20.655720, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 06:37:01,365 - INFO - [Train] step: 76499, loss_mpn: 0.017221, loss_rec: 0.045776, loss_semantic: 0.627569, loss_idmrf: 9.411575, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 06:37:57,198 - INFO - [Train] step: 76599, loss_mpn: 0.035941, loss_rec: 0.063106, loss_semantic: 0.691474, loss_idmrf: 18.703428, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 06:38:52,983 - INFO - [Train] step: 76699, loss_mpn: 0.028858, loss_rec: 0.074364, loss_semantic: 0.848586, loss_idmrf: 20.654964, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 06:39:48,835 - INFO - [Train] step: 76799, loss_mpn: 0.048380, loss_rec: 0.094226, loss_semantic: 0.942092, loss_idmrf: 24.716640, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 06:40:44,625 - INFO - [Train] step: 76899, loss_mpn: 0.037742, loss_rec: 0.067432, loss_semantic: 0.768040, loss_idmrf: 19.408829, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 06:41:40,462 - INFO - [Train] step: 76999, loss_mpn: 0.039758, loss_rec: 0.075809, loss_semantic: 0.795834, loss_idmrf: 18.593393, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 06:43:45,752 - INFO - [Eval] step: 76999, bce: 0.088111, psnr: 24.734150, ssim: 0.838141 | |
| 2023-03-20 06:44:46,812 - INFO - [Train] step: 77099, loss_mpn: 0.036216, loss_rec: 0.070257, loss_semantic: 0.792530, loss_idmrf: 17.351528, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 06:45:42,853 - INFO - [Train] step: 77199, loss_mpn: 0.018386, loss_rec: 0.056544, loss_semantic: 0.658800, loss_idmrf: 14.440313, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 06:46:39,040 - INFO - [Train] step: 77299, loss_mpn: 0.019703, loss_rec: 0.046233, loss_semantic: 0.620212, loss_idmrf: 12.723596, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 06:47:35,022 - INFO - [Train] step: 77399, loss_mpn: 0.044367, loss_rec: 0.073488, loss_semantic: 0.836781, loss_idmrf: 20.002783, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 06:48:30,914 - INFO - [Train] step: 77499, loss_mpn: 0.030857, loss_rec: 0.066436, loss_semantic: 0.717187, loss_idmrf: 19.124870, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 06:49:26,710 - INFO - [Train] step: 77599, loss_mpn: 0.064942, loss_rec: 0.090454, loss_semantic: 0.914570, loss_idmrf: 24.326971, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 06:50:22,494 - INFO - [Train] step: 77699, loss_mpn: 0.040635, loss_rec: 0.066982, loss_semantic: 0.800787, loss_idmrf: 19.827950, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 06:51:18,219 - INFO - [Train] step: 77799, loss_mpn: 0.020964, loss_rec: 0.041058, loss_semantic: 0.591769, loss_idmrf: 11.450120, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 06:52:13,898 - INFO - [Train] step: 77899, loss_mpn: 0.029195, loss_rec: 0.079162, loss_semantic: 0.836268, loss_idmrf: 19.663181, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 06:53:09,528 - INFO - [Train] step: 77999, loss_mpn: 0.024717, loss_rec: 0.062475, loss_semantic: 0.786705, loss_idmrf: 16.816963, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 06:55:10,988 - INFO - [Eval] step: 77999, bce: 0.093368, psnr: 24.699680, ssim: 0.839148 | |
| 2023-03-20 06:56:11,816 - INFO - [Train] step: 78099, loss_mpn: 0.040331, loss_rec: 0.060721, loss_semantic: 0.745575, loss_idmrf: 17.455362, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 06:57:07,865 - INFO - [Train] step: 78199, loss_mpn: 0.026653, loss_rec: 0.057987, loss_semantic: 0.738380, loss_idmrf: 17.357346, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 06:58:03,952 - INFO - [Train] step: 78299, loss_mpn: 0.030475, loss_rec: 0.067195, loss_semantic: 0.733563, loss_idmrf: 19.508390, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 06:58:59,841 - INFO - [Train] step: 78399, loss_mpn: 0.086539, loss_rec: 0.077884, loss_semantic: 0.846920, loss_idmrf: 23.708630, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 06:59:55,641 - INFO - [Train] step: 78499, loss_mpn: 0.056710, loss_rec: 0.079464, loss_semantic: 0.859710, loss_idmrf: 24.104961, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 07:00:51,418 - INFO - [Train] step: 78599, loss_mpn: 0.030104, loss_rec: 0.068443, loss_semantic: 0.781319, loss_idmrf: 16.324192, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 07:01:47,227 - INFO - [Train] step: 78699, loss_mpn: 0.066077, loss_rec: 0.084733, loss_semantic: 0.914723, loss_idmrf: 22.110569, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 07:02:42,974 - INFO - [Train] step: 78799, loss_mpn: 0.034166, loss_rec: 0.067136, loss_semantic: 0.772408, loss_idmrf: 18.388796, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 07:03:38,783 - INFO - [Train] step: 78899, loss_mpn: 0.039266, loss_rec: 0.074599, loss_semantic: 0.841973, loss_idmrf: 22.011009, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 07:04:34,444 - INFO - [Train] step: 78999, loss_mpn: 0.017476, loss_rec: 0.048483, loss_semantic: 0.629535, loss_idmrf: 13.276605, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 07:06:37,013 - INFO - [Eval] step: 78999, bce: 0.094563, psnr: 24.830357, ssim: 0.839153 | |
| 2023-03-20 07:07:38,175 - INFO - [Train] step: 79099, loss_mpn: 0.031941, loss_rec: 0.062404, loss_semantic: 0.740579, loss_idmrf: 19.974709, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 07:08:34,226 - INFO - [Train] step: 79199, loss_mpn: 0.041768, loss_rec: 0.069862, loss_semantic: 0.763731, loss_idmrf: 17.677143, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 07:09:30,193 - INFO - [Train] step: 79299, loss_mpn: 0.052397, loss_rec: 0.093507, loss_semantic: 0.933080, loss_idmrf: 29.858723, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 07:10:26,104 - INFO - [Train] step: 79399, loss_mpn: 0.025179, loss_rec: 0.053895, loss_semantic: 0.680699, loss_idmrf: 13.708166, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 07:11:21,859 - INFO - [Train] step: 79499, loss_mpn: 0.025740, loss_rec: 0.064082, loss_semantic: 0.733014, loss_idmrf: 16.701738, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 07:12:17,635 - INFO - [Train] step: 79599, loss_mpn: 0.041148, loss_rec: 0.069004, loss_semantic: 0.748446, loss_idmrf: 20.764767, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 07:13:13,427 - INFO - [Train] step: 79699, loss_mpn: 0.031194, loss_rec: 0.078000, loss_semantic: 0.803449, loss_idmrf: 18.749924, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 07:14:09,098 - INFO - [Train] step: 79799, loss_mpn: 0.045050, loss_rec: 0.093804, loss_semantic: 0.926708, loss_idmrf: 24.285860, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 07:15:04,750 - INFO - [Train] step: 79899, loss_mpn: 0.041801, loss_rec: 0.076453, loss_semantic: 0.813707, loss_idmrf: 25.265739, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 07:16:00,307 - INFO - [Train] step: 79999, loss_mpn: 0.060329, loss_rec: 0.087190, loss_semantic: 0.889592, loss_idmrf: 20.887026, lr_mpn: 0.000100, lr_rin: 0.000100 | |
| 2023-03-20 07:18:05,491 - INFO - [Eval] step: 79999, bce: 0.103621, psnr: 24.769758, ssim: 0.839758 | |
| 2023-03-20 07:18:11,389 - INFO - End of training | |