2023-03-23 11:30:31,013 - INFO - Experiment directory: ./runs/separate_places_maskdir_realnoise/
2023-03-23 11:30:31,015 - INFO - Number of processes: 2
2023-03-23 11:30:31,015 - INFO - Distributed type: MULTI_GPU
2023-03-23 11:30:31,015 - INFO - Mixed precision: no
2023-03-23 11:30:42,450 - INFO - Size of training set: 1803460
2023-03-23 11:30:42,450 - INFO - Size of validation set: 5000
2023-03-23 11:30:42,450 - INFO - Batch size per process: 4
2023-03-23 11:30:42,450 - INFO - Total batch size: 8
2023-03-23 11:30:46,751 - INFO - Start training...
2023-03-23 11:31:17,935 - INFO - [Train] step: 99, loss_mpn: 0.289579, loss_rec: 0.341106, loss_semantic: 1.754534, loss_idmrf: 74.193130, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 11:31:46,736 - INFO - [Train] step: 199, loss_mpn: 0.214888, loss_rec: 0.246866, loss_semantic: 1.593370, loss_idmrf: 70.518959, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 11:32:15,785 - INFO - [Train] step: 299, loss_mpn: 0.223981, loss_rec: 0.197649, loss_semantic: 1.319878, loss_idmrf: 67.451492, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 11:32:45,612 - INFO - [Train] step: 399, loss_mpn: 0.248757, loss_rec: 0.211632, loss_semantic: 1.334050, loss_idmrf: 62.166481, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 11:33:16,492 - INFO - [Train] step: 499, loss_mpn: 0.274597, loss_rec: 0.275993, loss_semantic: 1.758003, loss_idmrf: 62.033085, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 11:33:47,947 - INFO - [Train] step: 599, loss_mpn: 0.223058, loss_rec: 0.208879, loss_semantic: 1.425314, loss_idmrf: 57.716965, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 11:34:19,741 - INFO - [Train] step: 699, loss_mpn: 0.271571, loss_rec: 0.226847, loss_semantic: 1.544311, loss_idmrf: 54.599358, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 11:34:51,799 - INFO - [Train] step: 799, loss_mpn: 0.267487, loss_rec: 0.210540, loss_semantic: 1.599818, loss_idmrf: 46.107414, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 11:35:23,840 - INFO - [Train] step: 899, loss_mpn: 0.186682, loss_rec: 0.161499, loss_semantic: 1.423568, loss_idmrf: 52.610710, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 11:35:55,926 - INFO - [Train] step: 999, loss_mpn: 0.187287, loss_rec: 0.191810, loss_semantic: 1.660039, loss_idmrf: 53.678230, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 11:36:36,284 - INFO - [Eval] step: 999, bce: 0.654801, psnr: 18.159729, ssim: 0.611169, lpips: 0.493532
2023-03-23 11:37:10,841 - INFO - [Train] step: 1099, loss_mpn: 0.281379, loss_rec: 0.182252, loss_semantic: 1.356503, loss_idmrf: 45.868843, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 11:37:42,940 - INFO - [Train] step: 1199, loss_mpn: 0.225536, loss_rec: 0.202193, loss_semantic: 1.579265, loss_idmrf: 46.213543, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 11:38:15,077 - INFO - [Train] step: 1299, loss_mpn: 0.229310, loss_rec: 0.137667, loss_semantic: 1.349155, loss_idmrf: 39.862892, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 11:38:47,157 - INFO - [Train] step: 1399, loss_mpn: 0.269547, loss_rec: 0.158870, loss_semantic: 1.498812, loss_idmrf: 47.182281, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 11:39:19,291 - INFO - [Train] step: 1499, loss_mpn: 0.228306, loss_rec: 0.185068, loss_semantic: 1.409376, loss_idmrf: 40.906948, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 11:39:51,501 - INFO - [Train] step: 1599, loss_mpn: 0.218189, loss_rec: 0.180194, loss_semantic: 1.500315, loss_idmrf: 33.875763, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 11:40:23,761 - INFO - [Train] step: 1699, loss_mpn: 0.267937, loss_rec: 0.208879, loss_semantic: 1.621654, loss_idmrf: 41.529526, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 11:40:56,023 - INFO - [Train] step: 1799, loss_mpn: 0.213293, loss_rec: 0.142631, loss_semantic: 1.454155, loss_idmrf: 34.525055, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 11:41:28,223 - INFO - [Train] step: 1899, loss_mpn: 0.269051, loss_rec: 0.273784, loss_semantic: 1.526809, loss_idmrf: 35.947289, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 11:42:00,431 - INFO - [Train] step: 1999, loss_mpn: 0.242298, loss_rec: 0.173502, loss_semantic: 1.213512, loss_idmrf: 32.070885, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 11:42:41,197 - INFO - [Eval] step: 1999, bce: 0.657187, psnr: 19.099901, ssim: 0.651612, lpips: 0.426328
2023-03-23 11:43:15,971 - INFO - [Train] step: 2099, loss_mpn: 0.219577, loss_rec: 0.162221, loss_semantic: 1.329204, loss_idmrf: 32.112206, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 11:43:48,088 - INFO - [Train] step: 2199, loss_mpn: 0.264905, loss_rec: 0.140398, loss_semantic: 1.138103, loss_idmrf: 38.613209, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 11:44:20,174 - INFO - [Train] step: 2299, loss_mpn: 0.352404, loss_rec: 0.246928, loss_semantic: 1.879354, loss_idmrf: 39.093765, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 11:44:52,231 - INFO - [Train] step: 2399, loss_mpn: 0.240870, loss_rec: 0.145880, loss_semantic: 1.309420, loss_idmrf: 33.348900, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 11:45:24,324 - INFO - [Train] step: 2499, loss_mpn: 0.171942, loss_rec: 0.150273, loss_semantic: 1.261924, loss_idmrf: 27.644663, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 11:45:56,461 - INFO - [Train] step: 2599, loss_mpn: 0.183802, loss_rec: 0.126801, loss_semantic: 1.313207, loss_idmrf: 25.195887, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 11:46:28,565 - INFO - [Train] step: 2699, loss_mpn: 0.196220, loss_rec: 0.096988, loss_semantic: 1.030322, loss_idmrf: 26.712530, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 11:47:00,649 - INFO - [Train] step: 2799, loss_mpn: 0.210626, loss_rec: 0.129308, loss_semantic: 1.353814, loss_idmrf: 25.681284, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 11:47:32,794 - INFO - [Train] step: 2899, loss_mpn: 0.273104, loss_rec: 0.140619, loss_semantic: 0.991962, loss_idmrf: 29.531700, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 11:48:04,865 - INFO - [Train] step: 2999, loss_mpn: 0.202685, loss_rec: 0.131669, loss_semantic: 1.219612, loss_idmrf: 27.384287, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 11:48:45,535 - INFO - [Eval] step: 2999, bce: 0.656250, psnr: 20.460159, ssim: 0.677065, lpips: 0.374558
2023-03-23 11:49:20,357 - INFO - [Train] step: 3099, loss_mpn: 0.224752, loss_rec: 0.122059, loss_semantic: 1.206921, loss_idmrf: 25.472567, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 11:49:52,441 - INFO - [Train] step: 3199, loss_mpn: 0.181580, loss_rec: 0.153863, loss_semantic: 1.381808, loss_idmrf: 23.591454, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 11:50:24,517 - INFO - [Train] step: 3299, loss_mpn: 0.263263, loss_rec: 0.150079, loss_semantic: 1.322919, loss_idmrf: 32.963257, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 11:50:56,575 - INFO - [Train] step: 3399, loss_mpn: 0.188384, loss_rec: 0.113280, loss_semantic: 1.223197, loss_idmrf: 24.194809, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 11:51:28,630 - INFO - [Train] step: 3499, loss_mpn: 0.166885, loss_rec: 0.081202, loss_semantic: 1.021373, loss_idmrf: 20.516533, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 11:52:00,877 - INFO - [Train] step: 3599, loss_mpn: 0.237352, loss_rec: 0.127868, loss_semantic: 1.319330, loss_idmrf: 27.418314, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 11:52:33,071 - INFO - [Train] step: 3699, loss_mpn: 0.254482, loss_rec: 0.156601, loss_semantic: 1.512766, loss_idmrf: 25.010986, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 11:53:05,217 - INFO - [Train] step: 3799, loss_mpn: 0.230433, loss_rec: 0.116920, loss_semantic: 1.192923, loss_idmrf: 28.306168, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 11:53:37,373 - INFO - [Train] step: 3899, loss_mpn: 0.202063, loss_rec: 0.140140, loss_semantic: 1.347241, loss_idmrf: 25.224354, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 11:54:09,494 - INFO - [Train] step: 3999, loss_mpn: 0.148739, loss_rec: 0.075530, loss_semantic: 0.964743, loss_idmrf: 21.221823, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 11:54:50,133 - INFO - [Eval] step: 3999, bce: 0.614043, psnr: 20.535288, ssim: 0.690131, lpips: 0.347685
2023-03-23 11:55:25,120 - INFO - [Train] step: 4099, loss_mpn: 0.254054, loss_rec: 0.121936, loss_semantic: 1.178141, loss_idmrf: 24.342106, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 11:55:57,269 - INFO - [Train] step: 4199, loss_mpn: 0.293714, loss_rec: 0.114302, loss_semantic: 1.072102, loss_idmrf: 32.917934, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 11:56:29,471 - INFO - [Train] step: 4299, loss_mpn: 0.154257, loss_rec: 0.098197, loss_semantic: 1.217559, loss_idmrf: 18.402075, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 11:57:01,669 - INFO - [Train] step: 4399, loss_mpn: 0.161208, loss_rec: 0.107632, loss_semantic: 1.112833, loss_idmrf: 19.620064, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 11:57:33,825 - INFO - [Train] step: 4499, loss_mpn: 0.259204, loss_rec: 0.106145, loss_semantic: 1.218386, loss_idmrf: 22.082830, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 11:58:05,996 - INFO - [Train] step: 4599, loss_mpn: 0.227833, loss_rec: 0.147475, loss_semantic: 1.319908, loss_idmrf: 25.933697, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 11:58:38,086 - INFO - [Train] step: 4699, loss_mpn: 0.159274, loss_rec: 0.135171, loss_semantic: 1.472359, loss_idmrf: 28.496979, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 11:59:10,296 - INFO - [Train] step: 4799, loss_mpn: 0.293716, loss_rec: 0.151848, loss_semantic: 1.237657, loss_idmrf: 29.700705, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 11:59:42,441 - INFO - [Train] step: 4899, loss_mpn: 0.227360, loss_rec: 0.113079, loss_semantic: 1.186489, loss_idmrf: 28.574192, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:00:14,623 - INFO - [Train] step: 4999, loss_mpn: 0.242776, loss_rec: 0.131391, loss_semantic: 1.261819, loss_idmrf: 23.430052, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:00:55,244 - INFO - [Eval] step: 4999, bce: 0.584920, psnr: 21.169008, ssim: 0.706650, lpips: 0.335346
2023-03-23 12:01:30,444 - INFO - [Train] step: 5099, loss_mpn: 0.259609, loss_rec: 0.160580, loss_semantic: 1.283839, loss_idmrf: 31.942831, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:02:02,536 - INFO - [Train] step: 5199, loss_mpn: 0.192902, loss_rec: 0.112556, loss_semantic: 1.110619, loss_idmrf: 20.343075, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:02:34,698 - INFO - [Train] step: 5299, loss_mpn: 0.231454, loss_rec: 0.112881, loss_semantic: 1.254015, loss_idmrf: 24.614082, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:03:06,837 - INFO - [Train] step: 5399, loss_mpn: 0.216632, loss_rec: 0.117691, loss_semantic: 1.380314, loss_idmrf: 21.766964, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:03:39,015 - INFO - [Train] step: 5499, loss_mpn: 0.240007, loss_rec: 0.111819, loss_semantic: 1.260206, loss_idmrf: 25.030497, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:04:11,133 - INFO - [Train] step: 5599, loss_mpn: 0.284808, loss_rec: 0.131597, loss_semantic: 1.358855, loss_idmrf: 20.032112, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:04:43,403 - INFO - [Train] step: 5699, loss_mpn: 0.172789, loss_rec: 0.097803, loss_semantic: 1.137383, loss_idmrf: 21.274288, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:05:15,653 - INFO - [Train] step: 5799, loss_mpn: 0.234435, loss_rec: 0.102907, loss_semantic: 1.046803, loss_idmrf: 21.925941, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:05:47,844 - INFO - [Train] step: 5899, loss_mpn: 0.194524, loss_rec: 0.121510, loss_semantic: 1.310931, loss_idmrf: 22.109028, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:06:20,053 - INFO - [Train] step: 5999, loss_mpn: 0.203943, loss_rec: 0.138824, loss_semantic: 1.296025, loss_idmrf: 23.352606, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:07:01,155 - INFO - [Eval] step: 5999, bce: 0.571920, psnr: 21.140213, ssim: 0.706639, lpips: 0.325236
2023-03-23 12:07:36,269 - INFO - [Train] step: 6099, loss_mpn: 0.271575, loss_rec: 0.140199, loss_semantic: 1.312271, loss_idmrf: 24.254253, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:08:08,489 - INFO - [Train] step: 6199, loss_mpn: 0.229463, loss_rec: 0.156340, loss_semantic: 1.276778, loss_idmrf: 21.321728, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:08:40,720 - INFO - [Train] step: 6299, loss_mpn: 0.175008, loss_rec: 0.131344, loss_semantic: 1.330875, loss_idmrf: 20.291359, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:09:13,033 - INFO - [Train] step: 6399, loss_mpn: 0.080175, loss_rec: 0.073456, loss_semantic: 0.828423, loss_idmrf: 16.650059, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:09:45,213 - INFO - [Train] step: 6499, loss_mpn: 0.184606, loss_rec: 0.100222, loss_semantic: 1.189948, loss_idmrf: 18.485996, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:10:17,420 - INFO - [Train] step: 6599, loss_mpn: 0.187955, loss_rec: 0.097812, loss_semantic: 1.048818, loss_idmrf: 23.683868, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:10:49,714 - INFO - [Train] step: 6699, loss_mpn: 0.100466, loss_rec: 0.064886, loss_semantic: 0.873684, loss_idmrf: 15.829376, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:11:21,922 - INFO - [Train] step: 6799, loss_mpn: 0.187609, loss_rec: 0.122982, loss_semantic: 1.338534, loss_idmrf: 18.746296, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:11:54,083 - INFO - [Train] step: 6899, loss_mpn: 0.165940, loss_rec: 0.128929, loss_semantic: 1.275915, loss_idmrf: 20.431702, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:12:26,249 - INFO - [Train] step: 6999, loss_mpn: 0.277397, loss_rec: 0.144231, loss_semantic: 1.367141, loss_idmrf: 19.419189, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:13:06,541 - INFO - [Eval] step: 6999, bce: 0.567956, psnr: 21.760410, ssim: 0.725159, lpips: 0.307596
2023-03-23 12:13:41,544 - INFO - [Train] step: 7099, loss_mpn: 0.279496, loss_rec: 0.124235, loss_semantic: 1.268791, loss_idmrf: 25.619465, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:14:13,723 - INFO - [Train] step: 7199, loss_mpn: 0.166858, loss_rec: 0.088830, loss_semantic: 0.928558, loss_idmrf: 20.715851, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:14:45,932 - INFO - [Train] step: 7299, loss_mpn: 0.195998, loss_rec: 0.103678, loss_semantic: 1.075971, loss_idmrf: 23.663694, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:15:18,149 - INFO - [Train] step: 7399, loss_mpn: 0.236559, loss_rec: 0.112131, loss_semantic: 1.197241, loss_idmrf: 28.259035, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:15:50,443 - INFO - [Train] step: 7499, loss_mpn: 0.262303, loss_rec: 0.095956, loss_semantic: 1.036098, loss_idmrf: 25.327612, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:16:22,672 - INFO - [Train] step: 7599, loss_mpn: 0.207853, loss_rec: 0.092919, loss_semantic: 1.057576, loss_idmrf: 16.375610, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:16:54,936 - INFO - [Train] step: 7699, loss_mpn: 0.198674, loss_rec: 0.152297, loss_semantic: 1.337698, loss_idmrf: 22.026943, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:17:27,182 - INFO - [Train] step: 7799, loss_mpn: 0.235564, loss_rec: 0.098037, loss_semantic: 1.052553, loss_idmrf: 19.084229, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:17:59,511 - INFO - [Train] step: 7899, loss_mpn: 0.286937, loss_rec: 0.115896, loss_semantic: 1.209140, loss_idmrf: 20.976538, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:18:31,811 - INFO - [Train] step: 7999, loss_mpn: 0.177524, loss_rec: 0.126749, loss_semantic: 1.220433, loss_idmrf: 23.038595, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:19:12,484 - INFO - [Eval] step: 7999, bce: 0.558852, psnr: 21.930157, ssim: 0.729632, lpips: 0.300270
2023-03-23 12:19:47,419 - INFO - [Train] step: 8099, loss_mpn: 0.220272, loss_rec: 0.128110, loss_semantic: 1.235957, loss_idmrf: 23.880156, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:20:19,617 - INFO - [Train] step: 8199, loss_mpn: 0.131299, loss_rec: 0.100557, loss_semantic: 1.116352, loss_idmrf: 18.756290, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:20:51,866 - INFO - [Train] step: 8299, loss_mpn: 0.232774, loss_rec: 0.142625, loss_semantic: 1.247855, loss_idmrf: 20.323803, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:21:24,152 - INFO - [Train] step: 8399, loss_mpn: 0.216995, loss_rec: 0.149420, loss_semantic: 1.337465, loss_idmrf: 18.528158, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:21:56,425 - INFO - [Train] step: 8499, loss_mpn: 0.128240, loss_rec: 0.068060, loss_semantic: 0.889445, loss_idmrf: 12.988577, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:22:28,747 - INFO - [Train] step: 8599, loss_mpn: 0.286161, loss_rec: 0.180823, loss_semantic: 1.420613, loss_idmrf: 20.719200, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:23:01,001 - INFO - [Train] step: 8699, loss_mpn: 0.176001, loss_rec: 0.086299, loss_semantic: 1.003149, loss_idmrf: 19.117943, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:23:33,303 - INFO - [Train] step: 8799, loss_mpn: 0.181307, loss_rec: 0.117265, loss_semantic: 1.107481, loss_idmrf: 20.073765, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:24:05,519 - INFO - [Train] step: 8899, loss_mpn: 0.218483, loss_rec: 0.118045, loss_semantic: 1.261249, loss_idmrf: 22.311275, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:24:37,835 - INFO - [Train] step: 8999, loss_mpn: 0.217036, loss_rec: 0.084662, loss_semantic: 0.858139, loss_idmrf: 20.833822, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:25:18,280 - INFO - [Eval] step: 8999, bce: 0.546170, psnr: 21.906202, ssim: 0.731983, lpips: 0.293153
2023-03-23 12:25:53,359 - INFO - [Train] step: 9099, loss_mpn: 0.173508, loss_rec: 0.085934, loss_semantic: 1.115251, loss_idmrf: 16.568913, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:26:25,663 - INFO - [Train] step: 9199, loss_mpn: 0.192716, loss_rec: 0.127279, loss_semantic: 1.228107, loss_idmrf: 16.865488, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:26:57,934 - INFO - [Train] step: 9299, loss_mpn: 0.156319, loss_rec: 0.168523, loss_semantic: 1.397747, loss_idmrf: 17.815830, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:27:30,180 - INFO - [Train] step: 9399, loss_mpn: 0.243981, loss_rec: 0.104468, loss_semantic: 1.111243, loss_idmrf: 17.399712, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:28:02,530 - INFO - [Train] step: 9499, loss_mpn: 0.176386, loss_rec: 0.079071, loss_semantic: 1.017211, loss_idmrf: 14.380938, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:28:34,792 - INFO - [Train] step: 9599, loss_mpn: 0.166960, loss_rec: 0.085316, loss_semantic: 0.963018, loss_idmrf: 13.716120, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:29:07,077 - INFO - [Train] step: 9699, loss_mpn: 0.178180, loss_rec: 0.107423, loss_semantic: 1.168686, loss_idmrf: 18.556398, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:29:39,373 - INFO - [Train] step: 9799, loss_mpn: 0.207234, loss_rec: 0.124638, loss_semantic: 1.158661, loss_idmrf: 17.272552, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:30:11,669 - INFO - [Train] step: 9899, loss_mpn: 0.120676, loss_rec: 0.083865, loss_semantic: 1.147278, loss_idmrf: 15.652292, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:30:43,996 - INFO - [Train] step: 9999, loss_mpn: 0.156244, loss_rec: 0.083880, loss_semantic: 1.054834, loss_idmrf: 15.280832, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:31:24,427 - INFO - [Eval] step: 9999, bce: 0.512619, psnr: 22.091410, ssim: 0.737192, lpips: 0.290890
2023-03-23 12:31:59,298 - INFO - [Train] step: 10099, loss_mpn: 0.232894, loss_rec: 0.128938, loss_semantic: 1.322096, loss_idmrf: 22.191349, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:32:31,539 - INFO - [Train] step: 10199, loss_mpn: 0.163042, loss_rec: 0.093171, loss_semantic: 1.046664, loss_idmrf: 16.265295, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:33:03,793 - INFO - [Train] step: 10299, loss_mpn: 0.247406, loss_rec: 0.157433, loss_semantic: 1.349014, loss_idmrf: 23.706894, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:33:36,108 - INFO - [Train] step: 10399, loss_mpn: 0.191784, loss_rec: 0.096181, loss_semantic: 1.076922, loss_idmrf: 17.949024, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:34:08,318 - INFO - [Train] step: 10499, loss_mpn: 0.178954, loss_rec: 0.097882, loss_semantic: 1.161828, loss_idmrf: 17.257166, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:34:40,639 - INFO - [Train] step: 10599, loss_mpn: 0.151374, loss_rec: 0.085893, loss_semantic: 1.063231, loss_idmrf: 19.041058, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:35:12,874 - INFO - [Train] step: 10699, loss_mpn: 0.223896, loss_rec: 0.129055, loss_semantic: 1.391818, loss_idmrf: 20.813595, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:35:45,128 - INFO - [Train] step: 10799, loss_mpn: 0.163529, loss_rec: 0.089282, loss_semantic: 1.043532, loss_idmrf: 16.891476, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:36:17,417 - INFO - [Train] step: 10899, loss_mpn: 0.124054, loss_rec: 0.064455, loss_semantic: 0.777289, loss_idmrf: 15.417280, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:36:49,713 - INFO - [Train] step: 10999, loss_mpn: 0.239615, loss_rec: 0.162583, loss_semantic: 1.414249, loss_idmrf: 18.793787, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:37:29,976 - INFO - [Eval] step: 10999, bce: 0.523642, psnr: 22.233164, ssim: 0.735736, lpips: 0.285755
2023-03-23 12:38:04,879 - INFO - [Train] step: 11099, loss_mpn: 0.188809, loss_rec: 0.146754, loss_semantic: 1.344233, loss_idmrf: 24.318785, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:38:37,263 - INFO - [Train] step: 11199, loss_mpn: 0.107615, loss_rec: 0.100629, loss_semantic: 1.074744, loss_idmrf: 13.961948, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:39:09,501 - INFO - [Train] step: 11299, loss_mpn: 0.143529, loss_rec: 0.082544, loss_semantic: 1.001986, loss_idmrf: 12.464590, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:39:41,853 - INFO - [Train] step: 11399, loss_mpn: 0.156212, loss_rec: 0.179307, loss_semantic: 1.201660, loss_idmrf: 27.515316, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:40:14,221 - INFO - [Train] step: 11499, loss_mpn: 0.118716, loss_rec: 0.067409, loss_semantic: 0.817591, loss_idmrf: 14.567162, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:40:46,507 - INFO - [Train] step: 11599, loss_mpn: 0.268977, loss_rec: 0.152264, loss_semantic: 1.372807, loss_idmrf: 24.035793, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:41:18,692 - INFO - [Train] step: 11699, loss_mpn: 0.160502, loss_rec: 0.077235, loss_semantic: 1.142524, loss_idmrf: 15.014654, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:41:50,953 - INFO - [Train] step: 11799, loss_mpn: 0.116535, loss_rec: 0.102024, loss_semantic: 0.976455, loss_idmrf: 16.352398, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:42:23,212 - INFO - [Train] step: 11899, loss_mpn: 0.122767, loss_rec: 0.076341, loss_semantic: 1.012118, loss_idmrf: 11.539768, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:42:55,471 - INFO - [Train] step: 11999, loss_mpn: 0.143684, loss_rec: 0.069894, loss_semantic: 0.969364, loss_idmrf: 17.663845, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:43:35,818 - INFO - [Eval] step: 11999, bce: 0.502068, psnr: 22.310354, ssim: 0.740785, lpips: 0.272529
2023-03-23 12:44:10,689 - INFO - [Train] step: 12099, loss_mpn: 0.198702, loss_rec: 0.095033, loss_semantic: 1.014698, loss_idmrf: 17.599749, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:44:43,023 - INFO - [Train] step: 12199, loss_mpn: 0.136636, loss_rec: 0.090480, loss_semantic: 0.965479, loss_idmrf: 12.818317, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:45:15,324 - INFO - [Train] step: 12299, loss_mpn: 0.239443, loss_rec: 0.124507, loss_semantic: 1.310848, loss_idmrf: 19.056831, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:45:47,523 - INFO - [Train] step: 12399, loss_mpn: 0.169967, loss_rec: 0.069173, loss_semantic: 0.947350, loss_idmrf: 12.129239, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:46:19,750 - INFO - [Train] step: 12499, loss_mpn: 0.187129, loss_rec: 0.106165, loss_semantic: 1.113564, loss_idmrf: 16.159904, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:46:51,996 - INFO - [Train] step: 12599, loss_mpn: 0.135774, loss_rec: 0.102444, loss_semantic: 0.962253, loss_idmrf: 16.039444, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:47:24,215 - INFO - [Train] step: 12699, loss_mpn: 0.159354, loss_rec: 0.100411, loss_semantic: 1.059457, loss_idmrf: 11.928306, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:47:56,423 - INFO - [Train] step: 12799, loss_mpn: 0.257891, loss_rec: 0.127615, loss_semantic: 1.069247, loss_idmrf: 13.819454, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:48:28,579 - INFO - [Train] step: 12899, loss_mpn: 0.185577, loss_rec: 0.096596, loss_semantic: 1.146849, loss_idmrf: 16.947195, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:49:00,753 - INFO - [Train] step: 12999, loss_mpn: 0.151915, loss_rec: 0.109161, loss_semantic: 1.110610, loss_idmrf: 14.840843, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:49:41,100 - INFO - [Eval] step: 12999, bce: 0.498431, psnr: 22.520777, ssim: 0.746490, lpips: 0.264210
2023-03-23 12:50:15,926 - INFO - [Train] step: 13099, loss_mpn: 0.187511, loss_rec: 0.092236, loss_semantic: 0.936456, loss_idmrf: 17.203827, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:50:48,050 - INFO - [Train] step: 13199, loss_mpn: 0.116101, loss_rec: 0.067192, loss_semantic: 0.882703, loss_idmrf: 12.104843, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:51:20,262 - INFO - [Train] step: 13299, loss_mpn: 0.267630, loss_rec: 0.135871, loss_semantic: 1.259144, loss_idmrf: 21.719439, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:51:52,476 - INFO - [Train] step: 13399, loss_mpn: 0.140559, loss_rec: 0.063298, loss_semantic: 0.779220, loss_idmrf: 13.962281, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:52:24,717 - INFO - [Train] step: 13499, loss_mpn: 0.280624, loss_rec: 0.113573, loss_semantic: 1.224566, loss_idmrf: 18.261011, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:52:57,019 - INFO - [Train] step: 13599, loss_mpn: 0.148763, loss_rec: 0.067787, loss_semantic: 0.956150, loss_idmrf: 12.165606, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:53:29,310 - INFO - [Train] step: 13699, loss_mpn: 0.219908, loss_rec: 0.063956, loss_semantic: 0.910039, loss_idmrf: 24.719004, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:54:01,572 - INFO - [Train] step: 13799, loss_mpn: 0.196380, loss_rec: 0.071805, loss_semantic: 0.940205, loss_idmrf: 15.599783, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:54:33,851 - INFO - [Train] step: 13899, loss_mpn: 0.148659, loss_rec: 0.074654, loss_semantic: 1.037275, loss_idmrf: 16.260376, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:55:06,163 - INFO - [Train] step: 13999, loss_mpn: 0.181228, loss_rec: 0.109757, loss_semantic: 1.095613, loss_idmrf: 14.140358, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:55:46,344 - INFO - [Eval] step: 13999, bce: 0.475857, psnr: 22.509377, ssim: 0.752507, lpips: 0.257335
2023-03-23 12:56:21,243 - INFO - [Train] step: 14099, loss_mpn: 0.203604, loss_rec: 0.120527, loss_semantic: 1.306699, loss_idmrf: 16.319315, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:56:53,560 - INFO - [Train] step: 14199, loss_mpn: 0.131736, loss_rec: 0.103755, loss_semantic: 1.072007, loss_idmrf: 15.206487, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:57:25,913 - INFO - [Train] step: 14299, loss_mpn: 0.119064, loss_rec: 0.084344, loss_semantic: 1.033586, loss_idmrf: 16.521339, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:57:58,236 - INFO - [Train] step: 14399, loss_mpn: 0.214045, loss_rec: 0.109788, loss_semantic: 1.137511, loss_idmrf: 14.646158, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:58:30,461 - INFO - [Train] step: 14499, loss_mpn: 0.125590, loss_rec: 0.082430, loss_semantic: 0.986590, loss_idmrf: 10.856585, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:59:02,668 - INFO - [Train] step: 14599, loss_mpn: 0.226106, loss_rec: 0.084185, loss_semantic: 1.067950, loss_idmrf: 15.141622, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 12:59:34,903 - INFO - [Train] step: 14699, loss_mpn: 0.235372, loss_rec: 0.131673, loss_semantic: 1.171016, loss_idmrf: 16.704411, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:00:07,169 - INFO - [Train] step: 14799, loss_mpn: 0.221512, loss_rec: 0.116934, loss_semantic: 1.339741, loss_idmrf: 17.231701, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:00:39,447 - INFO - [Train] step: 14899, loss_mpn: 0.140731, loss_rec: 0.077416, loss_semantic: 0.942418, loss_idmrf: 12.816077, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:01:11,612 - INFO - [Train] step: 14999, loss_mpn: 0.222235, loss_rec: 0.108828, loss_semantic: 1.110532, loss_idmrf: 13.064344, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:01:51,773 - INFO - [Eval] step: 14999, bce: 0.489506, psnr: 22.447266, ssim: 0.754754, lpips: 0.253652
2023-03-23 13:02:26,768 - INFO - [Train] step: 15099, loss_mpn: 0.141646, loss_rec: 0.058584, loss_semantic: 0.816969, loss_idmrf: 13.510459, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:02:59,011 - INFO - [Train] step: 15199, loss_mpn: 0.197483, loss_rec: 0.068910, loss_semantic: 0.858392, loss_idmrf: 10.081670, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:03:31,402 - INFO - [Train] step: 15299, loss_mpn: 0.205443, loss_rec: 0.129117, loss_semantic: 1.287559, loss_idmrf: 15.175319, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:04:03,598 - INFO - [Train] step: 15399, loss_mpn: 0.260132, loss_rec: 0.161241, loss_semantic: 1.423890, loss_idmrf: 19.465450, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:04:35,904 - INFO - [Train] step: 15499, loss_mpn: 0.196966, loss_rec: 0.085788, loss_semantic: 1.072322, loss_idmrf: 15.419530, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:05:08,213 - INFO - [Train] step: 15599, loss_mpn: 0.173743, loss_rec: 0.104550, loss_semantic: 1.183911, loss_idmrf: 14.479661, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:05:40,511 - INFO - [Train] step: 15699, loss_mpn: 0.162878, loss_rec: 0.111983, loss_semantic: 1.104764, loss_idmrf: 19.763832, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:06:12,772 - INFO - [Train] step: 15799, loss_mpn: 0.173040, loss_rec: 0.108359, loss_semantic: 1.067051, loss_idmrf: 17.879869, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:06:45,108 - INFO - [Train] step: 15899, loss_mpn: 0.107469, loss_rec: 0.074220, loss_semantic: 0.984532, loss_idmrf: 11.209689, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:07:17,435 - INFO - [Train] step: 15999, loss_mpn: 0.141758, loss_rec: 0.102750, loss_semantic: 1.005905, loss_idmrf: 15.630655, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:07:57,751 - INFO - [Eval] step: 15999, bce: 0.472895, psnr: 22.814642, ssim: 0.759219, lpips: 0.239380
2023-03-23 13:08:32,640 - INFO - [Train] step: 16099, loss_mpn: 0.242468, loss_rec: 0.092277, loss_semantic: 1.080561, loss_idmrf: 18.229691, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:09:04,969 - INFO - [Train] step: 16199, loss_mpn: 0.325738, loss_rec: 0.111160, loss_semantic: 1.147365, loss_idmrf: 22.931192, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:09:37,432 - INFO - [Train] step: 16299, loss_mpn: 0.163369, loss_rec: 0.076384, loss_semantic: 0.862113, loss_idmrf: 9.082483, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:10:09,804 - INFO - [Train] step: 16399, loss_mpn: 0.127410, loss_rec: 0.066070, loss_semantic: 0.902698, loss_idmrf: 9.953178, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:10:42,237 - INFO - [Train] step: 16499, loss_mpn: 0.184003, loss_rec: 0.091843, loss_semantic: 0.977669, loss_idmrf: 18.303953, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:11:14,640 - INFO - [Train] step: 16599, loss_mpn: 0.127005, loss_rec: 0.079950, loss_semantic: 0.986435, loss_idmrf: 11.687254, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:11:47,028 - INFO - [Train] step: 16699, loss_mpn: 0.166379, loss_rec: 0.098501, loss_semantic: 1.112486, loss_idmrf: 18.644173, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:12:19,413 - INFO - [Train] step: 16799, loss_mpn: 0.232476, loss_rec: 0.133240, loss_semantic: 1.228120, loss_idmrf: 20.196678, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:12:51,907 - INFO - [Train] step: 16899, loss_mpn: 0.181567, loss_rec: 0.111307, loss_semantic: 1.044765, loss_idmrf: 15.323515, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:13:24,219 - INFO - [Train] step: 16999, loss_mpn: 0.184967, loss_rec: 0.126727, loss_semantic: 1.253477, loss_idmrf: 16.474579, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:14:04,428 - INFO - [Eval] step: 16999, bce: 0.520120, psnr: 22.738422, ssim: 0.757425, lpips: 0.241496
2023-03-23 13:14:39,372 - INFO - [Train] step: 17099, loss_mpn: 0.145079, loss_rec: 0.164486, loss_semantic: 1.291878, loss_idmrf: 16.131807, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:15:11,663 - INFO - [Train] step: 17199, loss_mpn: 0.199049, loss_rec: 0.089887, loss_semantic: 1.011260, loss_idmrf: 17.132271, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:15:44,035 - INFO - [Train] step: 17299, loss_mpn: 0.135770, loss_rec: 0.102096, loss_semantic: 1.095412, loss_idmrf: 12.007979, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:16:16,424 - INFO - [Train] step: 17399, loss_mpn: 0.197808, loss_rec: 0.129552, loss_semantic: 1.245829, loss_idmrf: 14.195675, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:16:48,829 - INFO - [Train] step: 17499, loss_mpn: 0.180272, loss_rec: 0.171368, loss_semantic: 1.238304, loss_idmrf: 16.556290, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:17:21,185 - INFO - [Train] step: 17599, loss_mpn: 0.229253, loss_rec: 0.133047, loss_semantic: 1.128680, loss_idmrf: 16.865839, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:17:53,572 - INFO - [Train] step: 17699, loss_mpn: 0.203940, loss_rec: 0.085496, loss_semantic: 0.998078, loss_idmrf: 10.954172, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:18:25,750 - INFO - [Train] step: 17799, loss_mpn: 0.227753, loss_rec: 0.142921, loss_semantic: 1.084270, loss_idmrf: 17.485758, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:18:57,932 - INFO - [Train] step: 17899, loss_mpn: 0.112761, loss_rec: 0.073403, loss_semantic: 1.016358, loss_idmrf: 9.592185, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:19:30,192 - INFO - [Train] step: 17999, loss_mpn: 0.205507, loss_rec: 0.117858, loss_semantic: 1.185123, loss_idmrf: 15.441347, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:20:10,553 - INFO - [Eval] step: 17999, bce: 0.448706, psnr: 22.974619, ssim: 0.770676, lpips: 0.231541
2023-03-23 13:20:45,401 - INFO - [Train] step: 18099, loss_mpn: 0.104622, loss_rec: 0.064565, loss_semantic: 0.757220, loss_idmrf: 13.742146, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:21:17,608 - INFO - [Train] step: 18199, loss_mpn: 0.218844, loss_rec: 0.125846, loss_semantic: 1.392115, loss_idmrf: 15.373802, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:21:50,022 - INFO - [Train] step: 18299, loss_mpn: 0.105633, loss_rec: 0.074556, loss_semantic: 0.840256, loss_idmrf: 11.627583, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:22:22,304 - INFO - [Train] step: 18399, loss_mpn: 0.125143, loss_rec: 0.119283, loss_semantic: 1.092857, loss_idmrf: 14.669774, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:22:54,540 - INFO - [Train] step: 18499, loss_mpn: 0.144324, loss_rec: 0.065131, loss_semantic: 0.878681, loss_idmrf: 10.570479, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:23:26,803 - INFO - [Train] step: 18599, loss_mpn: 0.193865, loss_rec: 0.111113, loss_semantic: 1.007847, loss_idmrf: 13.694591, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:23:59,079 - INFO - [Train] step: 18699, loss_mpn: 0.108759, loss_rec: 0.066417, loss_semantic: 0.754738, loss_idmrf: 11.732057, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:24:31,333 - INFO - [Train] step: 18799, loss_mpn: 0.134668, loss_rec: 0.058674, loss_semantic: 0.869980, loss_idmrf: 10.068210, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:25:03,581 - INFO - [Train] step: 18899, loss_mpn: 0.176582, loss_rec: 0.110446, loss_semantic: 1.206105, loss_idmrf: 15.163532, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:25:35,825 - INFO - [Train] step: 18999, loss_mpn: 0.152573, loss_rec: 0.078435, loss_semantic: 0.929593, loss_idmrf: 10.349129, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:26:16,245 - INFO - [Eval] step: 18999, bce: 0.440532, psnr: 22.945692, ssim: 0.768518, lpips: 0.234038
2023-03-23 13:26:51,048 - INFO - [Train] step: 19099, loss_mpn: 0.138362, loss_rec: 0.147452, loss_semantic: 1.219905, loss_idmrf: 13.702667, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:27:23,326 - INFO - [Train] step: 19199, loss_mpn: 0.231612, loss_rec: 0.130208, loss_semantic: 1.226941, loss_idmrf: 17.663662, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:27:55,629 - INFO - [Train] step: 19299, loss_mpn: 0.092457, loss_rec: 0.097090, loss_semantic: 0.933849, loss_idmrf: 11.926634, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:28:28,046 - INFO - [Train] step: 19399, loss_mpn: 0.178141, loss_rec: 0.104611, loss_semantic: 1.007318, loss_idmrf: 14.863547, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:29:00,374 - INFO - [Train] step: 19499, loss_mpn: 0.096203, loss_rec: 0.070381, loss_semantic: 0.906890, loss_idmrf: 10.873285, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:29:32,783 - INFO - [Train] step: 19599, loss_mpn: 0.171755, loss_rec: 0.098379, loss_semantic: 1.136247, loss_idmrf: 12.267138, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:30:05,156 - INFO - [Train] step: 19699, loss_mpn: 0.115189, loss_rec: 0.087927, loss_semantic: 0.868203, loss_idmrf: 9.868351, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:30:37,538 - INFO - [Train] step: 19799, loss_mpn: 0.164195, loss_rec: 0.120338, loss_semantic: 1.041351, loss_idmrf: 11.893966, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:31:09,911 - INFO - [Train] step: 19899, loss_mpn: 0.183635, loss_rec: 0.105799, loss_semantic: 1.011015, loss_idmrf: 13.770181, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:31:42,305 - INFO - [Train] step: 19999, loss_mpn: 0.152645, loss_rec: 0.145643, loss_semantic: 1.250433, loss_idmrf: 14.666157, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:32:22,635 - INFO - [Eval] step: 19999, bce: 0.468807, psnr: 22.972752, ssim: 0.769668, lpips: 0.227517
2023-03-23 13:32:57,797 - INFO - [Train] step: 20099, loss_mpn: 0.189657, loss_rec: 0.080728, loss_semantic: 0.909031, loss_idmrf: 18.352877, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:33:30,140 - INFO - [Train] step: 20199, loss_mpn: 0.078854, loss_rec: 0.045176, loss_semantic: 0.618565, loss_idmrf: 8.718904, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:34:02,663 - INFO - [Train] step: 20299, loss_mpn: 0.158166, loss_rec: 0.105688, loss_semantic: 1.120546, loss_idmrf: 17.959869, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:34:35,183 - INFO - [Train] step: 20399, loss_mpn: 0.145893, loss_rec: 0.084429, loss_semantic: 0.879802, loss_idmrf: 15.214924, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:35:07,695 - INFO - [Train] step: 20499, loss_mpn: 0.192429, loss_rec: 0.122154, loss_semantic: 1.323196, loss_idmrf: 13.426921, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:35:40,135 - INFO - [Train] step: 20599, loss_mpn: 0.136772, loss_rec: 0.062997, loss_semantic: 0.868744, loss_idmrf: 9.802217, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:36:12,572 - INFO - [Train] step: 20699, loss_mpn: 0.122973, loss_rec: 0.087019, loss_semantic: 0.834964, loss_idmrf: 18.234360, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:36:44,876 - INFO - [Train] step: 20799, loss_mpn: 0.218322, loss_rec: 0.113324, loss_semantic: 1.094444, loss_idmrf: 13.748759, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:37:17,239 - INFO - [Train] step: 20899, loss_mpn: 0.217788, loss_rec: 0.102801, loss_semantic: 1.283324, loss_idmrf: 18.403267, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:37:49,516 - INFO - [Train] step: 20999, loss_mpn: 0.158757, loss_rec: 0.073426, loss_semantic: 0.774374, loss_idmrf: 14.527556, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:38:29,850 - INFO - [Eval] step: 20999, bce: 0.414095, psnr: 23.219702, ssim: 0.779795, lpips: 0.223589
2023-03-23 13:39:04,740 - INFO - [Train] step: 21099, loss_mpn: 0.115438, loss_rec: 0.113923, loss_semantic: 1.153256, loss_idmrf: 10.287107, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:39:37,110 - INFO - [Train] step: 21199, loss_mpn: 0.100782, loss_rec: 0.048887, loss_semantic: 0.724934, loss_idmrf: 7.647358, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:40:09,414 - INFO - [Train] step: 21299, loss_mpn: 0.061113, loss_rec: 0.054119, loss_semantic: 0.679795, loss_idmrf: 5.956392, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:40:41,867 - INFO - [Train] step: 21399, loss_mpn: 0.158010, loss_rec: 0.098473, loss_semantic: 0.957115, loss_idmrf: 13.084067, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:41:14,312 - INFO - [Train] step: 21499, loss_mpn: 0.146001, loss_rec: 0.125270, loss_semantic: 1.118605, loss_idmrf: 17.830887, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:41:46,688 - INFO - [Train] step: 21599, loss_mpn: 0.186247, loss_rec: 0.091727, loss_semantic: 1.013826, loss_idmrf: 16.820744, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:42:19,046 - INFO - [Train] step: 21699, loss_mpn: 0.174760, loss_rec: 0.090735, loss_semantic: 0.959536, loss_idmrf: 15.026514, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:42:51,413 - INFO - [Train] step: 21799, loss_mpn: 0.141555, loss_rec: 0.084444, loss_semantic: 1.010648, loss_idmrf: 11.872818, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:43:23,657 - INFO - [Train] step: 21899, loss_mpn: 0.134018, loss_rec: 0.078294, loss_semantic: 0.956724, loss_idmrf: 15.048119, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:43:55,911 - INFO - [Train] step: 21999, loss_mpn: 0.102696, loss_rec: 0.066194, loss_semantic: 0.881051, loss_idmrf: 9.887726, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:44:36,058 - INFO - [Eval] step: 21999, bce: 0.432265, psnr: 23.278088, ssim: 0.780994, lpips: 0.224026
2023-03-23 13:45:11,066 - INFO - [Train] step: 22099, loss_mpn: 0.143580, loss_rec: 0.086949, loss_semantic: 1.102316, loss_idmrf: 11.049201, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:45:43,391 - INFO - [Train] step: 22199, loss_mpn: 0.161359, loss_rec: 0.085046, loss_semantic: 0.900990, loss_idmrf: 14.070509, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:46:15,780 - INFO - [Train] step: 22299, loss_mpn: 0.102742, loss_rec: 0.068600, loss_semantic: 0.866064, loss_idmrf: 8.563376, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:46:48,236 - INFO - [Train] step: 22399, loss_mpn: 0.125113, loss_rec: 0.090548, loss_semantic: 1.124371, loss_idmrf: 9.584849, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:47:20,600 - INFO - [Train] step: 22499, loss_mpn: 0.177603, loss_rec: 0.104256, loss_semantic: 1.053963, loss_idmrf: 16.650858, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:47:52,979 - INFO - [Train] step: 22599, loss_mpn: 0.169075, loss_rec: 0.107801, loss_semantic: 1.143889, loss_idmrf: 14.530107, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:48:25,286 - INFO - [Train] step: 22699, loss_mpn: 0.100691, loss_rec: 0.080064, loss_semantic: 0.955198, loss_idmrf: 9.407494, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:48:57,526 - INFO - [Train] step: 22799, loss_mpn: 0.094263, loss_rec: 0.082656, loss_semantic: 0.984292, loss_idmrf: 10.884445, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:49:29,795 - INFO - [Train] step: 22899, loss_mpn: 0.145994, loss_rec: 0.076946, loss_semantic: 0.979822, loss_idmrf: 13.178963, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:50:01,939 - INFO - [Train] step: 22999, loss_mpn: 0.114866, loss_rec: 0.095451, loss_semantic: 0.962158, loss_idmrf: 10.349698, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:50:42,340 - INFO - [Eval] step: 22999, bce: 0.413755, psnr: 23.112873, ssim: 0.777028, lpips: 0.223024
2023-03-23 13:51:17,137 - INFO - [Train] step: 23099, loss_mpn: 0.145093, loss_rec: 0.093749, loss_semantic: 0.993641, loss_idmrf: 13.427988, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:51:49,405 - INFO - [Train] step: 23199, loss_mpn: 0.140591, loss_rec: 0.041243, loss_semantic: 0.662589, loss_idmrf: 9.858904, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:52:21,769 - INFO - [Train] step: 23299, loss_mpn: 0.175463, loss_rec: 0.072389, loss_semantic: 0.823809, loss_idmrf: 12.456707, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:52:54,101 - INFO - [Train] step: 23399, loss_mpn: 0.198999, loss_rec: 0.104333, loss_semantic: 1.095860, loss_idmrf: 13.484622, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:53:26,485 - INFO - [Train] step: 23499, loss_mpn: 0.088178, loss_rec: 0.090470, loss_semantic: 0.993871, loss_idmrf: 9.654222, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:53:58,782 - INFO - [Train] step: 23599, loss_mpn: 0.131385, loss_rec: 0.094594, loss_semantic: 1.096567, loss_idmrf: 14.524640, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:54:31,042 - INFO - [Train] step: 23699, loss_mpn: 0.216276, loss_rec: 0.082236, loss_semantic: 0.861433, loss_idmrf: 13.244124, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:55:03,390 - INFO - [Train] step: 23799, loss_mpn: 0.159714, loss_rec: 0.125228, loss_semantic: 1.163601, loss_idmrf: 16.094421, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:55:35,781 - INFO - [Train] step: 23899, loss_mpn: 0.127577, loss_rec: 0.088812, loss_semantic: 1.047160, loss_idmrf: 14.401598, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:56:08,110 - INFO - [Train] step: 23999, loss_mpn: 0.088426, loss_rec: 0.065391, loss_semantic: 0.879539, loss_idmrf: 10.967422, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:56:48,531 - INFO - [Eval] step: 23999, bce: 0.395751, psnr: 23.179241, ssim: 0.784272, lpips: 0.217682
2023-03-23 13:57:23,535 - INFO - [Train] step: 24099, loss_mpn: 0.093769, loss_rec: 0.053146, loss_semantic: 0.669721, loss_idmrf: 8.632732, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:57:55,905 - INFO - [Train] step: 24199, loss_mpn: 0.172413, loss_rec: 0.085812, loss_semantic: 1.056626, loss_idmrf: 9.895437, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:58:28,326 - INFO - [Train] step: 24299, loss_mpn: 0.225571, loss_rec: 0.104679, loss_semantic: 1.159605, loss_idmrf: 17.793934, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:59:00,767 - INFO - [Train] step: 24399, loss_mpn: 0.125295, loss_rec: 0.052551, loss_semantic: 0.795457, loss_idmrf: 7.297616, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 13:59:33,301 - INFO - [Train] step: 24499, loss_mpn: 0.189585, loss_rec: 0.090225, loss_semantic: 0.878291, loss_idmrf: 13.620256, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:00:05,686 - INFO - [Train] step: 24599, loss_mpn: 0.204231, loss_rec: 0.105597, loss_semantic: 1.015336, loss_idmrf: 11.562853, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:00:38,131 - INFO - [Train] step: 24699, loss_mpn: 0.154299, loss_rec: 0.083098, loss_semantic: 0.926746, loss_idmrf: 11.750060, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:01:10,585 - INFO - [Train] step: 24799, loss_mpn: 0.154108, loss_rec: 0.115102, loss_semantic: 0.896610, loss_idmrf: 13.627053, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:01:42,935 - INFO - [Train] step: 24899, loss_mpn: 0.282702, loss_rec: 0.105657, loss_semantic: 0.972860, loss_idmrf: 12.781013, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:02:15,300 - INFO - [Train] step: 24999, loss_mpn: 0.094580, loss_rec: 0.056640, loss_semantic: 0.745679, loss_idmrf: 10.157658, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:02:55,762 - INFO - [Eval] step: 24999, bce: 0.395565, psnr: 23.430185, ssim: 0.788356, lpips: 0.214919
2023-03-23 14:03:30,749 - INFO - [Train] step: 25099, loss_mpn: 0.112747, loss_rec: 0.083716, loss_semantic: 0.969536, loss_idmrf: 11.652775, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:04:03,079 - INFO - [Train] step: 25199, loss_mpn: 0.128710, loss_rec: 0.084697, loss_semantic: 0.985647, loss_idmrf: 11.016235, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:04:35,556 - INFO - [Train] step: 25299, loss_mpn: 0.183308, loss_rec: 0.086847, loss_semantic: 0.974302, loss_idmrf: 12.187670, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:05:07,982 - INFO - [Train] step: 25399, loss_mpn: 0.175536, loss_rec: 0.104164, loss_semantic: 1.068840, loss_idmrf: 12.454037, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:05:40,552 - INFO - [Train] step: 25499, loss_mpn: 0.144831, loss_rec: 0.086232, loss_semantic: 0.855955, loss_idmrf: 14.274637, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:06:13,018 - INFO - [Train] step: 25599, loss_mpn: 0.131022, loss_rec: 0.069411, loss_semantic: 0.739560, loss_idmrf: 9.810631, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:06:45,433 - INFO - [Train] step: 25699, loss_mpn: 0.119404, loss_rec: 0.075807, loss_semantic: 0.912788, loss_idmrf: 8.154604, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:07:17,948 - INFO - [Train] step: 25799, loss_mpn: 0.104269, loss_rec: 0.103254, loss_semantic: 0.848746, loss_idmrf: 13.433847, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:07:50,398 - INFO - [Train] step: 25899, loss_mpn: 0.104888, loss_rec: 0.040533, loss_semantic: 0.652763, loss_idmrf: 9.993813, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:08:22,872 - INFO - [Train] step: 25999, loss_mpn: 0.105579, loss_rec: 0.085280, loss_semantic: 1.005819, loss_idmrf: 11.112842, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:09:03,393 - INFO - [Eval] step: 25999, bce: 0.402213, psnr: 23.301695, ssim: 0.780706, lpips: 0.214459
2023-03-23 14:09:38,446 - INFO - [Train] step: 26099, loss_mpn: 0.176729, loss_rec: 0.089538, loss_semantic: 1.171158, loss_idmrf: 12.473966, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:10:10,867 - INFO - [Train] step: 26199, loss_mpn: 0.183641, loss_rec: 0.070053, loss_semantic: 0.885183, loss_idmrf: 13.698680, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:10:43,381 - INFO - [Train] step: 26299, loss_mpn: 0.142862, loss_rec: 0.075158, loss_semantic: 0.869453, loss_idmrf: 9.904597, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:11:15,874 - INFO - [Train] step: 26399, loss_mpn: 0.160549, loss_rec: 0.089024, loss_semantic: 0.996603, loss_idmrf: 11.975258, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:11:48,458 - INFO - [Train] step: 26499, loss_mpn: 0.077987, loss_rec: 0.089443, loss_semantic: 0.826777, loss_idmrf: 12.410114, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:12:21,042 - INFO - [Train] step: 26599, loss_mpn: 0.169819, loss_rec: 0.144118, loss_semantic: 1.249744, loss_idmrf: 17.540733, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:12:53,639 - INFO - [Train] step: 26699, loss_mpn: 0.259908, loss_rec: 0.095620, loss_semantic: 1.024274, loss_idmrf: 17.436415, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:13:26,144 - INFO - [Train] step: 26799, loss_mpn: 0.173282, loss_rec: 0.064792, loss_semantic: 0.832693, loss_idmrf: 8.225143, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:13:58,601 - INFO - [Train] step: 26899, loss_mpn: 0.064079, loss_rec: 0.070721, loss_semantic: 0.799263, loss_idmrf: 12.471384, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:14:31,066 - INFO - [Train] step: 26999, loss_mpn: 0.122636, loss_rec: 0.061886, loss_semantic: 0.755834, loss_idmrf: 11.763846, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:15:11,663 - INFO - [Eval] step: 26999, bce: 0.382280, psnr: 23.508991, ssim: 0.791497, lpips: 0.211852
2023-03-23 14:15:46,704 - INFO - [Train] step: 27099, loss_mpn: 0.054799, loss_rec: 0.052833, loss_semantic: 0.608016, loss_idmrf: 5.517644, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:16:19,232 - INFO - [Train] step: 27199, loss_mpn: 0.176342, loss_rec: 0.104784, loss_semantic: 1.084625, loss_idmrf: 16.387047, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:16:51,764 - INFO - [Train] step: 27299, loss_mpn: 0.190352, loss_rec: 0.075604, loss_semantic: 0.887546, loss_idmrf: 8.821427, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:17:24,319 - INFO - [Train] step: 27399, loss_mpn: 0.148986, loss_rec: 0.073067, loss_semantic: 0.974994, loss_idmrf: 14.470200, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:17:56,942 - INFO - [Train] step: 27499, loss_mpn: 0.129599, loss_rec: 0.091575, loss_semantic: 0.972425, loss_idmrf: 13.531954, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:18:29,620 - INFO - [Train] step: 27599, loss_mpn: 0.124080, loss_rec: 0.065159, loss_semantic: 0.828899, loss_idmrf: 13.647564, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:19:02,125 - INFO - [Train] step: 27699, loss_mpn: 0.066896, loss_rec: 0.054189, loss_semantic: 0.742091, loss_idmrf: 9.419907, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:19:34,656 - INFO - [Train] step: 27799, loss_mpn: 0.157684, loss_rec: 0.074335, loss_semantic: 0.894255, loss_idmrf: 12.681910, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:20:07,187 - INFO - [Train] step: 27899, loss_mpn: 0.107871, loss_rec: 0.099378, loss_semantic: 1.087438, loss_idmrf: 13.958530, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:20:39,709 - INFO - [Train] step: 27999, loss_mpn: 0.203185, loss_rec: 0.104924, loss_semantic: 1.097111, loss_idmrf: 12.117634, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:21:20,365 - INFO - [Eval] step: 27999, bce: 0.378576, psnr: 23.669044, ssim: 0.793512, lpips: 0.210227
2023-03-23 14:21:55,483 - INFO - [Train] step: 28099, loss_mpn: 0.138200, loss_rec: 0.055307, loss_semantic: 0.824921, loss_idmrf: 9.919908, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:22:27,953 - INFO - [Train] step: 28199, loss_mpn: 0.093020, loss_rec: 0.106199, loss_semantic: 1.117299, loss_idmrf: 10.725595, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:23:00,650 - INFO - [Train] step: 28299, loss_mpn: 0.133471, loss_rec: 0.060703, loss_semantic: 0.810509, loss_idmrf: 12.177460, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:23:33,284 - INFO - [Train] step: 28399, loss_mpn: 0.211540, loss_rec: 0.067545, loss_semantic: 0.809472, loss_idmrf: 15.107637, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:24:05,914 - INFO - [Train] step: 28499, loss_mpn: 0.257603, loss_rec: 0.133342, loss_semantic: 1.234569, loss_idmrf: 14.364821, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:24:38,622 - INFO - [Train] step: 28599, loss_mpn: 0.107291, loss_rec: 0.082626, loss_semantic: 0.884865, loss_idmrf: 12.496663, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:25:11,248 - INFO - [Train] step: 28699, loss_mpn: 0.109139, loss_rec: 0.077027, loss_semantic: 0.904291, loss_idmrf: 9.171124, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:25:43,937 - INFO - [Train] step: 28799, loss_mpn: 0.158723, loss_rec: 0.068659, loss_semantic: 0.787479, loss_idmrf: 9.860721, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:26:16,593 - INFO - [Train] step: 28899, loss_mpn: 0.174626, loss_rec: 0.088349, loss_semantic: 0.978997, loss_idmrf: 9.438701, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:26:49,273 - INFO - [Train] step: 28999, loss_mpn: 0.262579, loss_rec: 0.089685, loss_semantic: 0.955138, loss_idmrf: 12.655588, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:27:29,706 - INFO - [Eval] step: 28999, bce: 0.395881, psnr: 23.648127, ssim: 0.794593, lpips: 0.211071
2023-03-23 14:28:04,957 - INFO - [Train] step: 29099, loss_mpn: 0.207397, loss_rec: 0.102446, loss_semantic: 0.904768, loss_idmrf: 11.415073, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:28:37,626 - INFO - [Train] step: 29199, loss_mpn: 0.121954, loss_rec: 0.067879, loss_semantic: 0.843599, loss_idmrf: 8.490129, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:29:10,325 - INFO - [Train] step: 29299, loss_mpn: 0.160607, loss_rec: 0.102904, loss_semantic: 1.122794, loss_idmrf: 12.838164, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:29:42,973 - INFO - [Train] step: 29399, loss_mpn: 0.120133, loss_rec: 0.051433, loss_semantic: 0.809810, loss_idmrf: 10.597754, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:30:15,615 - INFO - [Train] step: 29499, loss_mpn: 0.130700, loss_rec: 0.093195, loss_semantic: 0.925642, loss_idmrf: 12.225199, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:30:48,310 - INFO - [Train] step: 29599, loss_mpn: 0.312296, loss_rec: 0.087778, loss_semantic: 0.992839, loss_idmrf: 17.597170, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:31:20,933 - INFO - [Train] step: 29699, loss_mpn: 0.151007, loss_rec: 0.080458, loss_semantic: 0.776154, loss_idmrf: 13.976229, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:31:53,564 - INFO - [Train] step: 29799, loss_mpn: 0.174044, loss_rec: 0.115348, loss_semantic: 1.163823, loss_idmrf: 16.619059, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:32:26,231 - INFO - [Train] step: 29899, loss_mpn: 0.197123, loss_rec: 0.084278, loss_semantic: 0.942264, loss_idmrf: 12.618735, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:32:58,825 - INFO - [Train] step: 29999, loss_mpn: 0.115236, loss_rec: 0.074358, loss_semantic: 0.823608, loss_idmrf: 10.732494, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:33:39,316 - INFO - [Eval] step: 29999, bce: 0.383419, psnr: 23.387072, ssim: 0.793848, lpips: 0.210036
2023-03-23 14:34:14,584 - INFO - [Train] step: 30099, loss_mpn: 0.353159, loss_rec: 0.147199, loss_semantic: 1.244481, loss_idmrf: 14.900674, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:34:47,093 - INFO - [Train] step: 30199, loss_mpn: 0.086658, loss_rec: 0.053853, loss_semantic: 0.765019, loss_idmrf: 8.960307, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:35:19,652 - INFO - [Train] step: 30299, loss_mpn: 0.227126, loss_rec: 0.082703, loss_semantic: 0.939621, loss_idmrf: 11.784263, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:35:52,245 - INFO - [Train] step: 30399, loss_mpn: 0.131534, loss_rec: 0.046015, loss_semantic: 0.764572, loss_idmrf: 9.314100, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:36:24,913 - INFO - [Train] step: 30499, loss_mpn: 0.226261, loss_rec: 0.089589, loss_semantic: 0.949979, loss_idmrf: 11.131823, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:36:57,616 - INFO - [Train] step: 30599, loss_mpn: 0.121839, loss_rec: 0.080217, loss_semantic: 0.683963, loss_idmrf: 15.919757, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:37:30,286 - INFO - [Train] step: 30699, loss_mpn: 0.094431, loss_rec: 0.057697, loss_semantic: 0.821233, loss_idmrf: 9.558013, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:38:02,836 - INFO - [Train] step: 30799, loss_mpn: 0.184965, loss_rec: 0.079879, loss_semantic: 0.887291, loss_idmrf: 17.158867, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:38:35,498 - INFO - [Train] step: 30899, loss_mpn: 0.114747, loss_rec: 0.090721, loss_semantic: 1.049873, loss_idmrf: 10.042191, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:39:08,102 - INFO - [Train] step: 30999, loss_mpn: 0.121813, loss_rec: 0.070824, loss_semantic: 0.905883, loss_idmrf: 8.662715, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:39:49,084 - INFO - [Eval] step: 30999, bce: 0.357748, psnr: 23.293386, ssim: 0.794761, lpips: 0.208184
2023-03-23 14:40:24,360 - INFO - [Train] step: 31099, loss_mpn: 0.212780, loss_rec: 0.122403, loss_semantic: 1.035764, loss_idmrf: 16.556709, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:40:56,890 - INFO - [Train] step: 31199, loss_mpn: 0.177120, loss_rec: 0.105076, loss_semantic: 1.148877, loss_idmrf: 11.738515, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:41:29,500 - INFO - [Train] step: 31299, loss_mpn: 0.180212, loss_rec: 0.078208, loss_semantic: 1.056434, loss_idmrf: 10.948021, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:42:02,085 - INFO - [Train] step: 31399, loss_mpn: 0.117089, loss_rec: 0.068533, loss_semantic: 0.907031, loss_idmrf: 9.275490, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:42:34,744 - INFO - [Train] step: 31499, loss_mpn: 0.093855, loss_rec: 0.070461, loss_semantic: 0.855365, loss_idmrf: 10.765112, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:43:07,353 - INFO - [Train] step: 31599, loss_mpn: 0.156777, loss_rec: 0.124114, loss_semantic: 1.185489, loss_idmrf: 12.407929, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:43:40,080 - INFO - [Train] step: 31699, loss_mpn: 0.134307, loss_rec: 0.084711, loss_semantic: 0.876355, loss_idmrf: 14.455694, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:44:12,725 - INFO - [Train] step: 31799, loss_mpn: 0.054880, loss_rec: 0.072253, loss_semantic: 0.890576, loss_idmrf: 10.450998, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:44:45,316 - INFO - [Train] step: 31899, loss_mpn: 0.160841, loss_rec: 0.080644, loss_semantic: 0.953342, loss_idmrf: 8.658091, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:45:17,839 - INFO - [Train] step: 31999, loss_mpn: 0.111171, loss_rec: 0.122932, loss_semantic: 1.148399, loss_idmrf: 13.416203, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:45:58,308 - INFO - [Eval] step: 31999, bce: 0.376966, psnr: 23.556759, ssim: 0.795774, lpips: 0.204588
2023-03-23 14:46:33,352 - INFO - [Train] step: 32099, loss_mpn: 0.251248, loss_rec: 0.092021, loss_semantic: 1.010787, loss_idmrf: 18.882885, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:47:05,773 - INFO - [Train] step: 32199, loss_mpn: 0.155595, loss_rec: 0.099048, loss_semantic: 1.047728, loss_idmrf: 12.424604, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:47:38,333 - INFO - [Train] step: 32299, loss_mpn: 0.090368, loss_rec: 0.054011, loss_semantic: 0.717154, loss_idmrf: 9.379368, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:48:10,887 - INFO - [Train] step: 32399, loss_mpn: 0.091732, loss_rec: 0.065737, loss_semantic: 0.847334, loss_idmrf: 7.107439, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:48:43,481 - INFO - [Train] step: 32499, loss_mpn: 0.099525, loss_rec: 0.085285, loss_semantic: 0.896368, loss_idmrf: 14.346125, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:49:15,989 - INFO - [Train] step: 32599, loss_mpn: 0.110801, loss_rec: 0.095472, loss_semantic: 0.980735, loss_idmrf: 14.109526, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:49:48,584 - INFO - [Train] step: 32699, loss_mpn: 0.095685, loss_rec: 0.061286, loss_semantic: 0.767327, loss_idmrf: 10.307692, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:50:21,107 - INFO - [Train] step: 32799, loss_mpn: 0.111014, loss_rec: 0.049938, loss_semantic: 0.693931, loss_idmrf: 10.126406, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:50:53,667 - INFO - [Train] step: 32899, loss_mpn: 0.134335, loss_rec: 0.077730, loss_semantic: 0.766602, loss_idmrf: 9.794557, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:51:26,167 - INFO - [Train] step: 32999, loss_mpn: 0.251716, loss_rec: 0.127309, loss_semantic: 1.079815, loss_idmrf: 14.967710, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:52:06,624 - INFO - [Eval] step: 32999, bce: 0.359841, psnr: 23.633759, ssim: 0.794898, lpips: 0.209393
2023-03-23 14:52:41,648 - INFO - [Train] step: 33099, loss_mpn: 0.147860, loss_rec: 0.068359, loss_semantic: 0.891760, loss_idmrf: 7.132122, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:53:14,068 - INFO - [Train] step: 33199, loss_mpn: 0.224070, loss_rec: 0.086476, loss_semantic: 0.958522, loss_idmrf: 15.706318, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:53:46,541 - INFO - [Train] step: 33299, loss_mpn: 0.064474, loss_rec: 0.061273, loss_semantic: 0.747858, loss_idmrf: 11.562778, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:54:18,986 - INFO - [Train] step: 33399, loss_mpn: 0.091662, loss_rec: 0.052482, loss_semantic: 0.779096, loss_idmrf: 6.831247, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:54:51,394 - INFO - [Train] step: 33499, loss_mpn: 0.223915, loss_rec: 0.124606, loss_semantic: 1.093563, loss_idmrf: 8.918814, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:55:23,827 - INFO - [Train] step: 33599, loss_mpn: 0.151986, loss_rec: 0.070266, loss_semantic: 0.970879, loss_idmrf: 12.665738, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:55:56,331 - INFO - [Train] step: 33699, loss_mpn: 0.099023, loss_rec: 0.080426, loss_semantic: 0.917005, loss_idmrf: 11.053331, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:56:28,818 - INFO - [Train] step: 33799, loss_mpn: 0.230101, loss_rec: 0.110627, loss_semantic: 1.184064, loss_idmrf: 13.575051, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:57:01,351 - INFO - [Train] step: 33899, loss_mpn: 0.064641, loss_rec: 0.043855, loss_semantic: 0.634580, loss_idmrf: 4.582860, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:57:33,762 - INFO - [Train] step: 33999, loss_mpn: 0.088537, loss_rec: 0.072467, loss_semantic: 0.917243, loss_idmrf: 8.747007, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:58:14,560 - INFO - [Eval] step: 33999, bce: 0.371884, psnr: 23.702820, ssim: 0.799003, lpips: 0.204151
2023-03-23 14:58:49,532 - INFO - [Train] step: 34099, loss_mpn: 0.159959, loss_rec: 0.074788, loss_semantic: 1.011706, loss_idmrf: 12.920233, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:59:22,008 - INFO - [Train] step: 34199, loss_mpn: 0.060989, loss_rec: 0.085040, loss_semantic: 1.009152, loss_idmrf: 10.984441, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 14:59:54,506 - INFO - [Train] step: 34299, loss_mpn: 0.203144, loss_rec: 0.094820, loss_semantic: 1.109402, loss_idmrf: 11.111979, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:00:26,978 - INFO - [Train] step: 34399, loss_mpn: 0.117592, loss_rec: 0.048972, loss_semantic: 0.653693, loss_idmrf: 7.344904, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:00:59,513 - INFO - [Train] step: 34499, loss_mpn: 0.143134, loss_rec: 0.102769, loss_semantic: 1.161362, loss_idmrf: 11.475718, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:01:31,946 - INFO - [Train] step: 34599, loss_mpn: 0.060612, loss_rec: 0.031903, loss_semantic: 0.528647, loss_idmrf: 7.679606, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:02:04,488 - INFO - [Train] step: 34699, loss_mpn: 0.142422, loss_rec: 0.087870, loss_semantic: 1.011056, loss_idmrf: 11.528753, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:02:37,148 - INFO - [Train] step: 34799, loss_mpn: 0.143374, loss_rec: 0.120306, loss_semantic: 1.127331, loss_idmrf: 10.766912, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:03:09,702 - INFO - [Train] step: 34899, loss_mpn: 0.072074, loss_rec: 0.062258, loss_semantic: 0.751065, loss_idmrf: 7.968576, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:03:42,211 - INFO - [Train] step: 34999, loss_mpn: 0.112459, loss_rec: 0.079367, loss_semantic: 1.049464, loss_idmrf: 10.361043, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:04:22,748 - INFO - [Eval] step: 34999, bce: 0.352463, psnr: 23.920328, ssim: 0.798464, lpips: 0.204061
2023-03-23 15:04:57,875 - INFO - [Train] step: 35099, loss_mpn: 0.135599, loss_rec: 0.063804, loss_semantic: 0.821360, loss_idmrf: 8.779457, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:05:30,322 - INFO - [Train] step: 35199, loss_mpn: 0.163841, loss_rec: 0.068067, loss_semantic: 0.911603, loss_idmrf: 11.575508, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:06:02,876 - INFO - [Train] step: 35299, loss_mpn: 0.090937, loss_rec: 0.050985, loss_semantic: 0.756159, loss_idmrf: 8.644100, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:06:35,431 - INFO - [Train] step: 35399, loss_mpn: 0.079784, loss_rec: 0.073462, loss_semantic: 0.843555, loss_idmrf: 10.491499, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:07:07,940 - INFO - [Train] step: 35499, loss_mpn: 0.050753, loss_rec: 0.065511, loss_semantic: 0.734733, loss_idmrf: 8.505642, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:07:40,336 - INFO - [Train] step: 35599, loss_mpn: 0.151449, loss_rec: 0.069758, loss_semantic: 0.786554, loss_idmrf: 11.302492, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:08:12,966 - INFO - [Train] step: 35699, loss_mpn: 0.124000, loss_rec: 0.072781, loss_semantic: 0.827953, loss_idmrf: 10.059340, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:08:45,559 - INFO - [Train] step: 35799, loss_mpn: 0.141623, loss_rec: 0.070439, loss_semantic: 0.862471, loss_idmrf: 10.058940, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:09:18,166 - INFO - [Train] step: 35899, loss_mpn: 0.076020, loss_rec: 0.058558, loss_semantic: 0.778950, loss_idmrf: 8.539679, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:09:50,832 - INFO - [Train] step: 35999, loss_mpn: 0.227373, loss_rec: 0.086109, loss_semantic: 1.036273, loss_idmrf: 10.044838, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:10:31,328 - INFO - [Eval] step: 35999, bce: 0.335054, psnr: 23.849419, ssim: 0.797411, lpips: 0.204378
2023-03-23 15:11:06,479 - INFO - [Train] step: 36099, loss_mpn: 0.117284, loss_rec: 0.078808, loss_semantic: 0.882901, loss_idmrf: 13.063940, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:11:39,107 - INFO - [Train] step: 36199, loss_mpn: 0.195888, loss_rec: 0.097103, loss_semantic: 0.812058, loss_idmrf: 11.388987, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:12:11,660 - INFO - [Train] step: 36299, loss_mpn: 0.062660, loss_rec: 0.078179, loss_semantic: 0.782732, loss_idmrf: 11.141302, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:12:44,327 - INFO - [Train] step: 36399, loss_mpn: 0.155500, loss_rec: 0.080120, loss_semantic: 0.910450, loss_idmrf: 10.389792, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:13:16,858 - INFO - [Train] step: 36499, loss_mpn: 0.098239, loss_rec: 0.075035, loss_semantic: 0.865792, loss_idmrf: 11.471396, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:13:49,419 - INFO - [Train] step: 36599, loss_mpn: 0.244513, loss_rec: 0.063448, loss_semantic: 0.796988, loss_idmrf: 10.659164, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:14:22,055 - INFO - [Train] step: 36699, loss_mpn: 0.175989, loss_rec: 0.069141, loss_semantic: 0.814226, loss_idmrf: 10.718529, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:14:54,766 - INFO - [Train] step: 36799, loss_mpn: 0.120069, loss_rec: 0.099574, loss_semantic: 1.054673, loss_idmrf: 10.569528, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:15:27,466 - INFO - [Train] step: 36899, loss_mpn: 0.139092, loss_rec: 0.072809, loss_semantic: 0.842223, loss_idmrf: 8.834323, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:16:00,073 - INFO - [Train] step: 36999, loss_mpn: 0.078184, loss_rec: 0.071253, loss_semantic: 0.870704, loss_idmrf: 7.753533, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:16:40,459 - INFO - [Eval] step: 36999, bce: 0.355946, psnr: 23.908142, ssim: 0.803790, lpips: 0.201249
2023-03-23 15:17:15,542 - INFO - [Train] step: 37099, loss_mpn: 0.133215, loss_rec: 0.109865, loss_semantic: 1.159779, loss_idmrf: 11.608693, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:17:48,077 - INFO - [Train] step: 37199, loss_mpn: 0.077081, loss_rec: 0.058923, loss_semantic: 0.765053, loss_idmrf: 6.807802, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:18:20,689 - INFO - [Train] step: 37299, loss_mpn: 0.148826, loss_rec: 0.092152, loss_semantic: 0.941885, loss_idmrf: 12.060928, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:18:53,275 - INFO - [Train] step: 37399, loss_mpn: 0.145589, loss_rec: 0.065196, loss_semantic: 0.732072, loss_idmrf: 13.387812, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:19:25,935 - INFO - [Train] step: 37499, loss_mpn: 0.159251, loss_rec: 0.086214, loss_semantic: 0.832549, loss_idmrf: 16.261047, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:19:58,567 - INFO - [Train] step: 37599, loss_mpn: 0.060572, loss_rec: 0.066401, loss_semantic: 0.802058, loss_idmrf: 9.264110, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:20:31,186 - INFO - [Train] step: 37699, loss_mpn: 0.279265, loss_rec: 0.132341, loss_semantic: 1.087907, loss_idmrf: 13.147909, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:21:03,836 - INFO - [Train] step: 37799, loss_mpn: 0.107773, loss_rec: 0.066353, loss_semantic: 0.851679, loss_idmrf: 11.512438, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:21:36,487 - INFO - [Train] step: 37899, loss_mpn: 0.155550, loss_rec: 0.094307, loss_semantic: 0.956815, loss_idmrf: 13.553829, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:22:09,023 - INFO - [Train] step: 37999, loss_mpn: 0.096966, loss_rec: 0.073786, loss_semantic: 0.862607, loss_idmrf: 9.769249, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:22:49,490 - INFO - [Eval] step: 37999, bce: 0.312505, psnr: 23.890402, ssim: 0.799766, lpips: 0.200239
2023-03-23 15:23:24,615 - INFO - [Train] step: 38099, loss_mpn: 0.118004, loss_rec: 0.072835, loss_semantic: 0.838935, loss_idmrf: 12.402374, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:23:57,127 - INFO - [Train] step: 38199, loss_mpn: 0.123703, loss_rec: 0.122864, loss_semantic: 1.154023, loss_idmrf: 14.874712, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:24:29,648 - INFO - [Train] step: 38299, loss_mpn: 0.075880, loss_rec: 0.062190, loss_semantic: 0.693036, loss_idmrf: 8.896403, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:25:02,243 - INFO - [Train] step: 38399, loss_mpn: 0.092850, loss_rec: 0.054224, loss_semantic: 0.654836, loss_idmrf: 7.217735, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:25:34,827 - INFO - [Train] step: 38499, loss_mpn: 0.083709, loss_rec: 0.067964, loss_semantic: 0.929420, loss_idmrf: 9.007639, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:26:07,417 - INFO - [Train] step: 38599, loss_mpn: 0.183632, loss_rec: 0.077162, loss_semantic: 0.975081, loss_idmrf: 11.084807, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:26:40,057 - INFO - [Train] step: 38699, loss_mpn: 0.082787, loss_rec: 0.061328, loss_semantic: 0.823974, loss_idmrf: 7.329148, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:27:12,703 - INFO - [Train] step: 38799, loss_mpn: 0.148919, loss_rec: 0.101492, loss_semantic: 0.978458, loss_idmrf: 14.689830, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:27:45,305 - INFO - [Train] step: 38899, loss_mpn: 0.211949, loss_rec: 0.097862, loss_semantic: 1.018175, loss_idmrf: 14.248089, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:28:17,989 - INFO - [Train] step: 38999, loss_mpn: 0.053432, loss_rec: 0.112401, loss_semantic: 1.014968, loss_idmrf: 12.232170, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:28:58,556 - INFO - [Eval] step: 38999, bce: 0.326855, psnr: 23.895817, ssim: 0.803757, lpips: 0.199459
2023-03-23 15:29:33,771 - INFO - [Train] step: 39099, loss_mpn: 0.141468, loss_rec: 0.067553, loss_semantic: 0.771464, loss_idmrf: 7.309300, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:30:06,281 - INFO - [Train] step: 39199, loss_mpn: 0.092983, loss_rec: 0.072771, loss_semantic: 0.869455, loss_idmrf: 8.970831, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:30:38,971 - INFO - [Train] step: 39299, loss_mpn: 0.167700, loss_rec: 0.126812, loss_semantic: 1.210963, loss_idmrf: 14.290700, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:31:11,493 - INFO - [Train] step: 39399, loss_mpn: 0.078782, loss_rec: 0.073087, loss_semantic: 0.831947, loss_idmrf: 9.367041, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:31:44,115 - INFO - [Train] step: 39499, loss_mpn: 0.103899, loss_rec: 0.077372, loss_semantic: 0.868766, loss_idmrf: 8.383885, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:32:16,699 - INFO - [Train] step: 39599, loss_mpn: 0.308640, loss_rec: 0.085517, loss_semantic: 0.922041, loss_idmrf: 12.270283, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:32:49,375 - INFO - [Train] step: 39699, loss_mpn: 0.079148, loss_rec: 0.101402, loss_semantic: 0.870397, loss_idmrf: 10.739904, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:33:21,956 - INFO - [Train] step: 39799, loss_mpn: 0.109824, loss_rec: 0.051659, loss_semantic: 0.753472, loss_idmrf: 8.266068, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:33:54,787 - INFO - [Train] step: 39899, loss_mpn: 0.089775, loss_rec: 0.058100, loss_semantic: 0.742765, loss_idmrf: 9.902260, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:34:27,404 - INFO - [Train] step: 39999, loss_mpn: 0.081593, loss_rec: 0.061138, loss_semantic: 0.716496, loss_idmrf: 8.914601, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:35:08,017 - INFO - [Eval] step: 39999, bce: 0.373847, psnr: 23.944891, ssim: 0.805003, lpips: 0.199078
2023-03-23 15:35:43,337 - INFO - [Train] step: 40099, loss_mpn: 0.109191, loss_rec: 0.083546, loss_semantic: 0.913423, loss_idmrf: 10.499924, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:36:15,952 - INFO - [Train] step: 40199, loss_mpn: 0.132140, loss_rec: 0.070726, loss_semantic: 0.901016, loss_idmrf: 13.072588, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:36:48,611 - INFO - [Train] step: 40299, loss_mpn: 0.144946, loss_rec: 0.093869, loss_semantic: 0.930265, loss_idmrf: 11.465588, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:37:21,298 - INFO - [Train] step: 40399, loss_mpn: 0.222143, loss_rec: 0.104785, loss_semantic: 1.159372, loss_idmrf: 13.789534, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:37:53,982 - INFO - [Train] step: 40499, loss_mpn: 0.092355, loss_rec: 0.054242, loss_semantic: 0.689537, loss_idmrf: 7.932379, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:38:26,515 - INFO - [Train] step: 40599, loss_mpn: 0.207942, loss_rec: 0.101817, loss_semantic: 1.048906, loss_idmrf: 13.560259, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:38:59,164 - INFO - [Train] step: 40699, loss_mpn: 0.136795, loss_rec: 0.087431, loss_semantic: 0.945905, loss_idmrf: 10.919167, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:39:31,694 - INFO - [Train] step: 40799, loss_mpn: 0.067569, loss_rec: 0.064480, loss_semantic: 0.819293, loss_idmrf: 7.071358, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:40:04,362 - INFO - [Train] step: 40899, loss_mpn: 0.057906, loss_rec: 0.042039, loss_semantic: 0.653772, loss_idmrf: 3.950406, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:40:36,951 - INFO - [Train] step: 40999, loss_mpn: 0.145089, loss_rec: 0.072840, loss_semantic: 0.909379, loss_idmrf: 7.932161, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:41:17,449 - INFO - [Eval] step: 40999, bce: 0.308686, psnr: 24.067844, ssim: 0.806320, lpips: 0.198558
2023-03-23 15:41:52,412 - INFO - [Train] step: 41099, loss_mpn: 0.156827, loss_rec: 0.096799, loss_semantic: 1.048221, loss_idmrf: 11.574182, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:42:24,908 - INFO - [Train] step: 41199, loss_mpn: 0.240155, loss_rec: 0.082587, loss_semantic: 0.839735, loss_idmrf: 9.051581, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:42:57,501 - INFO - [Train] step: 41299, loss_mpn: 0.067358, loss_rec: 0.073824, loss_semantic: 0.830609, loss_idmrf: 11.019572, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:43:29,998 - INFO - [Train] step: 41399, loss_mpn: 0.150094, loss_rec: 0.065576, loss_semantic: 0.851438, loss_idmrf: 8.561451, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:44:02,521 - INFO - [Train] step: 41499, loss_mpn: 0.183501, loss_rec: 0.089626, loss_semantic: 0.968661, loss_idmrf: 13.891650, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:44:35,088 - INFO - [Train] step: 41599, loss_mpn: 0.068702, loss_rec: 0.057753, loss_semantic: 0.822281, loss_idmrf: 5.161365, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:45:07,537 - INFO - [Train] step: 41699, loss_mpn: 0.184281, loss_rec: 0.074521, loss_semantic: 0.881883, loss_idmrf: 10.622648, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:45:40,175 - INFO - [Train] step: 41799, loss_mpn: 0.063395, loss_rec: 0.090372, loss_semantic: 0.810560, loss_idmrf: 12.030567, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:46:12,798 - INFO - [Train] step: 41899, loss_mpn: 0.128673, loss_rec: 0.105176, loss_semantic: 0.963453, loss_idmrf: 13.935031, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:46:45,449 - INFO - [Train] step: 41999, loss_mpn: 0.223777, loss_rec: 0.131437, loss_semantic: 1.109985, loss_idmrf: 15.888836, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:47:25,931 - INFO - [Eval] step: 41999, bce: 0.325028, psnr: 24.202084, ssim: 0.806522, lpips: 0.196625
2023-03-23 15:48:01,033 - INFO - [Train] step: 42099, loss_mpn: 0.146580, loss_rec: 0.113559, loss_semantic: 1.045599, loss_idmrf: 12.349859, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:48:33,624 - INFO - [Train] step: 42199, loss_mpn: 0.078454, loss_rec: 0.053268, loss_semantic: 0.725584, loss_idmrf: 9.685741, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:49:06,232 - INFO - [Train] step: 42299, loss_mpn: 0.128879, loss_rec: 0.087378, loss_semantic: 1.108444, loss_idmrf: 10.566462, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:49:38,805 - INFO - [Train] step: 42399, loss_mpn: 0.097056, loss_rec: 0.112390, loss_semantic: 1.039907, loss_idmrf: 14.857552, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:50:11,391 - INFO - [Train] step: 42499, loss_mpn: 0.044783, loss_rec: 0.066769, loss_semantic: 0.769705, loss_idmrf: 9.380354, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:50:44,050 - INFO - [Train] step: 42599, loss_mpn: 0.154680, loss_rec: 0.071739, loss_semantic: 0.954454, loss_idmrf: 12.924707, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:51:16,655 - INFO - [Train] step: 42699, loss_mpn: 0.075366, loss_rec: 0.047392, loss_semantic: 0.715573, loss_idmrf: 9.517649, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:51:49,342 - INFO - [Train] step: 42799, loss_mpn: 0.163103, loss_rec: 0.091289, loss_semantic: 0.996071, loss_idmrf: 11.966093, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:52:22,007 - INFO - [Train] step: 42899, loss_mpn: 0.118811, loss_rec: 0.053708, loss_semantic: 0.728980, loss_idmrf: 8.538967, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:52:54,747 - INFO - [Train] step: 42999, loss_mpn: 0.080634, loss_rec: 0.085565, loss_semantic: 0.786598, loss_idmrf: 9.605192, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:53:35,281 - INFO - [Eval] step: 42999, bce: 0.322215, psnr: 24.128527, ssim: 0.808967, lpips: 0.197405
2023-03-23 15:54:10,480 - INFO - [Train] step: 43099, loss_mpn: 0.115488, loss_rec: 0.093671, loss_semantic: 0.947676, loss_idmrf: 11.208859, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:54:43,091 - INFO - [Train] step: 43199, loss_mpn: 0.083158, loss_rec: 0.082271, loss_semantic: 0.872109, loss_idmrf: 8.020224, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:55:15,725 - INFO - [Train] step: 43299, loss_mpn: 0.061967, loss_rec: 0.065199, loss_semantic: 0.621700, loss_idmrf: 7.832281, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:55:48,364 - INFO - [Train] step: 43399, loss_mpn: 0.066471, loss_rec: 0.069161, loss_semantic: 0.802083, loss_idmrf: 8.067255, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:56:21,087 - INFO - [Train] step: 43499, loss_mpn: 0.112597, loss_rec: 0.062696, loss_semantic: 0.801373, loss_idmrf: 9.572865, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:56:53,843 - INFO - [Train] step: 43599, loss_mpn: 0.106647, loss_rec: 0.077669, loss_semantic: 0.926036, loss_idmrf: 9.362005, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:57:26,508 - INFO - [Train] step: 43699, loss_mpn: 0.076862, loss_rec: 0.074304, loss_semantic: 0.807481, loss_idmrf: 9.530740, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:57:59,207 - INFO - [Train] step: 43799, loss_mpn: 0.128955, loss_rec: 0.076861, loss_semantic: 0.907708, loss_idmrf: 10.100340, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:58:31,875 - INFO - [Train] step: 43899, loss_mpn: 0.143525, loss_rec: 0.114498, loss_semantic: 1.143076, loss_idmrf: 12.499189, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:59:04,640 - INFO - [Train] step: 43999, loss_mpn: 0.105907, loss_rec: 0.060050, loss_semantic: 0.827782, loss_idmrf: 9.730428, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 15:59:45,164 - INFO - [Eval] step: 43999, bce: 0.282903, psnr: 24.092113, ssim: 0.806409, lpips: 0.195041
2023-03-23 16:00:20,221 - INFO - [Train] step: 44099, loss_mpn: 0.179512, loss_rec: 0.121539, loss_semantic: 1.099232, loss_idmrf: 12.341576, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:00:52,748 - INFO - [Train] step: 44199, loss_mpn: 0.143338, loss_rec: 0.081151, loss_semantic: 0.863484, loss_idmrf: 14.145432, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:01:25,407 - INFO - [Train] step: 44299, loss_mpn: 0.078221, loss_rec: 0.048375, loss_semantic: 0.725484, loss_idmrf: 7.282452, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:01:58,048 - INFO - [Train] step: 44399, loss_mpn: 0.080135, loss_rec: 0.099383, loss_semantic: 0.918783, loss_idmrf: 10.324791, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:02:30,658 - INFO - [Train] step: 44499, loss_mpn: 0.086710, loss_rec: 0.102873, loss_semantic: 0.928955, loss_idmrf: 11.157941, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:03:03,307 - INFO - [Train] step: 44599, loss_mpn: 0.105612, loss_rec: 0.101153, loss_semantic: 0.997180, loss_idmrf: 10.440305, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:03:36,066 - INFO - [Train] step: 44699, loss_mpn: 0.149212, loss_rec: 0.087627, loss_semantic: 0.892415, loss_idmrf: 10.710457, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:04:08,719 - INFO - [Train] step: 44799, loss_mpn: 0.073448, loss_rec: 0.083017, loss_semantic: 0.922227, loss_idmrf: 11.104239, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:04:41,337 - INFO - [Train] step: 44899, loss_mpn: 0.141512, loss_rec: 0.080849, loss_semantic: 0.923935, loss_idmrf: 8.142096, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:05:14,001 - INFO - [Train] step: 44999, loss_mpn: 0.054524, loss_rec: 0.052209, loss_semantic: 0.719460, loss_idmrf: 7.685835, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:05:54,736 - INFO - [Eval] step: 44999, bce: 0.277276, psnr: 24.153795, ssim: 0.811772, lpips: 0.192998
2023-03-23 16:06:29,976 - INFO - [Train] step: 45099, loss_mpn: 0.090110, loss_rec: 0.067418, loss_semantic: 0.849098, loss_idmrf: 10.189812, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:07:02,520 - INFO - [Train] step: 45199, loss_mpn: 0.073201, loss_rec: 0.072847, loss_semantic: 0.853914, loss_idmrf: 7.167490, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:07:35,134 - INFO - [Train] step: 45299, loss_mpn: 0.068297, loss_rec: 0.044259, loss_semantic: 0.642112, loss_idmrf: 7.619413, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:08:07,764 - INFO - [Train] step: 45399, loss_mpn: 0.106146, loss_rec: 0.081020, loss_semantic: 0.926021, loss_idmrf: 10.095551, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:08:40,526 - INFO - [Train] step: 45499, loss_mpn: 0.120938, loss_rec: 0.092103, loss_semantic: 1.049382, loss_idmrf: 12.667471, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:09:13,248 - INFO - [Train] step: 45599, loss_mpn: 0.078010, loss_rec: 0.083367, loss_semantic: 0.895442, loss_idmrf: 10.120986, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:09:45,860 - INFO - [Train] step: 45699, loss_mpn: 0.056504, loss_rec: 0.036426, loss_semantic: 0.558930, loss_idmrf: 5.234845, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:10:18,542 - INFO - [Train] step: 45799, loss_mpn: 0.122475, loss_rec: 0.084409, loss_semantic: 0.929574, loss_idmrf: 13.472108, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:10:51,182 - INFO - [Train] step: 45899, loss_mpn: 0.058855, loss_rec: 0.128347, loss_semantic: 1.165883, loss_idmrf: 15.057407, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:11:23,893 - INFO - [Train] step: 45999, loss_mpn: 0.089942, loss_rec: 0.061822, loss_semantic: 0.697009, loss_idmrf: 6.796288, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:12:04,766 - INFO - [Eval] step: 45999, bce: 0.280017, psnr: 24.181774, ssim: 0.808603, lpips: 0.192132
2023-03-23 16:12:39,875 - INFO - [Train] step: 46099, loss_mpn: 0.076745, loss_rec: 0.061949, loss_semantic: 0.687623, loss_idmrf: 10.966433, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:13:12,409 - INFO - [Train] step: 46199, loss_mpn: 0.091477, loss_rec: 0.072234, loss_semantic: 0.812620, loss_idmrf: 7.770568, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:13:45,109 - INFO - [Train] step: 46299, loss_mpn: 0.062979, loss_rec: 0.063506, loss_semantic: 0.834525, loss_idmrf: 6.862046, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:14:17,743 - INFO - [Train] step: 46399, loss_mpn: 0.130113, loss_rec: 0.061548, loss_semantic: 0.843365, loss_idmrf: 8.387762, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:14:50,396 - INFO - [Train] step: 46499, loss_mpn: 0.100497, loss_rec: 0.069337, loss_semantic: 0.799756, loss_idmrf: 7.654808, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:15:23,112 - INFO - [Train] step: 46599, loss_mpn: 0.106816, loss_rec: 0.066526, loss_semantic: 0.824682, loss_idmrf: 5.891455, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:15:55,736 - INFO - [Train] step: 46699, loss_mpn: 0.126861, loss_rec: 0.073340, loss_semantic: 0.866195, loss_idmrf: 10.391449, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:16:28,310 - INFO - [Train] step: 46799, loss_mpn: 0.042659, loss_rec: 0.054537, loss_semantic: 0.693979, loss_idmrf: 6.040084, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:17:00,940 - INFO - [Train] step: 46899, loss_mpn: 0.052741, loss_rec: 0.072464, loss_semantic: 0.820252, loss_idmrf: 9.191185, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:17:33,535 - INFO - [Train] step: 46999, loss_mpn: 0.078314, loss_rec: 0.071497, loss_semantic: 0.893473, loss_idmrf: 10.573399, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:18:14,387 - INFO - [Eval] step: 46999, bce: 0.267151, psnr: 24.312561, ssim: 0.811977, lpips: 0.192012
2023-03-23 16:18:49,751 - INFO - [Train] step: 47099, loss_mpn: 0.072880, loss_rec: 0.039031, loss_semantic: 0.597353, loss_idmrf: 10.286623, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:19:22,301 - INFO - [Train] step: 47199, loss_mpn: 0.099664, loss_rec: 0.053684, loss_semantic: 0.730828, loss_idmrf: 7.141657, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:19:54,951 - INFO - [Train] step: 47299, loss_mpn: 0.115372, loss_rec: 0.080320, loss_semantic: 0.808113, loss_idmrf: 14.064651, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:20:27,651 - INFO - [Train] step: 47399, loss_mpn: 0.096134, loss_rec: 0.076598, loss_semantic: 0.978519, loss_idmrf: 7.449171, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:21:00,343 - INFO - [Train] step: 47499, loss_mpn: 0.105941, loss_rec: 0.074696, loss_semantic: 0.711121, loss_idmrf: 13.349656, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:21:32,980 - INFO - [Train] step: 47599, loss_mpn: 0.115352, loss_rec: 0.105218, loss_semantic: 1.006631, loss_idmrf: 11.851107, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:22:05,564 - INFO - [Train] step: 47699, loss_mpn: 0.067771, loss_rec: 0.048476, loss_semantic: 0.664829, loss_idmrf: 4.051248, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:22:38,155 - INFO - [Train] step: 47799, loss_mpn: 0.139050, loss_rec: 0.095718, loss_semantic: 1.010549, loss_idmrf: 10.593754, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:23:10,753 - INFO - [Train] step: 47899, loss_mpn: 0.083050, loss_rec: 0.049702, loss_semantic: 0.659268, loss_idmrf: 7.806255, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:23:43,266 - INFO - [Train] step: 47999, loss_mpn: 0.091872, loss_rec: 0.056493, loss_semantic: 0.749649, loss_idmrf: 9.137535, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:24:24,203 - INFO - [Eval] step: 47999, bce: 0.302280, psnr: 24.124361, ssim: 0.813022, lpips: 0.191940
2023-03-23 16:24:59,305 - INFO - [Train] step: 48099, loss_mpn: 0.067361, loss_rec: 0.082631, loss_semantic: 0.967681, loss_idmrf: 9.800363, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:25:31,825 - INFO - [Train] step: 48199, loss_mpn: 0.050160, loss_rec: 0.061444, loss_semantic: 0.759022, loss_idmrf: 13.401029, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:26:04,443 - INFO - [Train] step: 48299, loss_mpn: 0.115821, loss_rec: 0.085746, loss_semantic: 0.923451, loss_idmrf: 13.400348, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:26:37,057 - INFO - [Train] step: 48399, loss_mpn: 0.050348, loss_rec: 0.040863, loss_semantic: 0.566739, loss_idmrf: 3.023606, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:27:09,694 - INFO - [Train] step: 48499, loss_mpn: 0.079624, loss_rec: 0.055452, loss_semantic: 0.701406, loss_idmrf: 7.339131, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:27:42,227 - INFO - [Train] step: 48599, loss_mpn: 0.161658, loss_rec: 0.071078, loss_semantic: 0.977921, loss_idmrf: 10.193300, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:28:14,764 - INFO - [Train] step: 48699, loss_mpn: 0.074947, loss_rec: 0.056362, loss_semantic: 0.687405, loss_idmrf: 9.465329, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:28:47,330 - INFO - [Train] step: 48799, loss_mpn: 0.095649, loss_rec: 0.085300, loss_semantic: 0.963478, loss_idmrf: 11.187071, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:29:19,956 - INFO - [Train] step: 48899, loss_mpn: 0.073396, loss_rec: 0.082753, loss_semantic: 0.804954, loss_idmrf: 8.989636, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:29:52,573 - INFO - [Train] step: 48999, loss_mpn: 0.110804, loss_rec: 0.128384, loss_semantic: 1.205575, loss_idmrf: 14.635675, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:30:33,157 - INFO - [Eval] step: 48999, bce: 0.273387, psnr: 24.319311, ssim: 0.814824, lpips: 0.188396
2023-03-23 16:31:08,358 - INFO - [Train] step: 49099, loss_mpn: 0.034127, loss_rec: 0.069046, loss_semantic: 0.917102, loss_idmrf: 10.575827, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:31:40,844 - INFO - [Train] step: 49199, loss_mpn: 0.097798, loss_rec: 0.055363, loss_semantic: 0.720249, loss_idmrf: 9.340147, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:32:13,381 - INFO - [Train] step: 49299, loss_mpn: 0.066460, loss_rec: 0.064607, loss_semantic: 0.816746, loss_idmrf: 9.388860, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:32:45,954 - INFO - [Train] step: 49399, loss_mpn: 0.068683, loss_rec: 0.053718, loss_semantic: 0.651517, loss_idmrf: 7.210105, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:33:18,506 - INFO - [Train] step: 49499, loss_mpn: 0.078984, loss_rec: 0.067635, loss_semantic: 0.770887, loss_idmrf: 8.081034, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:33:51,002 - INFO - [Train] step: 49599, loss_mpn: 0.133890, loss_rec: 0.086441, loss_semantic: 0.980024, loss_idmrf: 11.232191, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:34:23,588 - INFO - [Train] step: 49699, loss_mpn: 0.176204, loss_rec: 0.090925, loss_semantic: 0.851169, loss_idmrf: 13.292997, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:34:56,116 - INFO - [Train] step: 49799, loss_mpn: 0.082718, loss_rec: 0.051081, loss_semantic: 0.694537, loss_idmrf: 6.087627, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:35:28,752 - INFO - [Train] step: 49899, loss_mpn: 0.101271, loss_rec: 0.054481, loss_semantic: 0.624117, loss_idmrf: 6.566419, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:36:01,407 - INFO - [Train] step: 49999, loss_mpn: 0.192909, loss_rec: 0.117182, loss_semantic: 0.981879, loss_idmrf: 12.838202, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:36:41,890 - INFO - [Eval] step: 49999, bce: 0.280545, psnr: 24.254795, ssim: 0.814846, lpips: 0.189908
2023-03-23 16:37:17,245 - INFO - [Train] step: 50099, loss_mpn: 0.100434, loss_rec: 0.053811, loss_semantic: 0.729129, loss_idmrf: 8.023761, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:37:49,746 - INFO - [Train] step: 50199, loss_mpn: 0.115085, loss_rec: 0.096912, loss_semantic: 1.084750, loss_idmrf: 9.405268, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:38:22,332 - INFO - [Train] step: 50299, loss_mpn: 0.119182, loss_rec: 0.069000, loss_semantic: 0.930522, loss_idmrf: 11.244537, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:38:54,918 - INFO - [Train] step: 50399, loss_mpn: 0.107207, loss_rec: 0.080424, loss_semantic: 0.853337, loss_idmrf: 8.638883, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:39:27,557 - INFO - [Train] step: 50499, loss_mpn: 0.067586, loss_rec: 0.083238, loss_semantic: 0.916625, loss_idmrf: 8.277752, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:40:00,101 - INFO - [Train] step: 50599, loss_mpn: 0.045244, loss_rec: 0.077536, loss_semantic: 0.848000, loss_idmrf: 12.988658, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:40:32,814 - INFO - [Train] step: 50699, loss_mpn: 0.106274, loss_rec: 0.065129, loss_semantic: 0.784329, loss_idmrf: 9.483678, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:41:05,457 - INFO - [Train] step: 50799, loss_mpn: 0.091501, loss_rec: 0.066721, loss_semantic: 0.837466, loss_idmrf: 7.061054, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:41:38,126 - INFO - [Train] step: 50899, loss_mpn: 0.108136, loss_rec: 0.068578, loss_semantic: 0.861970, loss_idmrf: 7.563704, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:42:10,751 - INFO - [Train] step: 50999, loss_mpn: 0.131127, loss_rec: 0.081680, loss_semantic: 0.898623, loss_idmrf: 9.692575, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:42:51,329 - INFO - [Eval] step: 50999, bce: 0.247107, psnr: 24.381664, ssim: 0.815669, lpips: 0.188842
2023-03-23 16:43:26,601 - INFO - [Train] step: 51099, loss_mpn: 0.161473, loss_rec: 0.072659, loss_semantic: 0.772853, loss_idmrf: 8.113499, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:43:59,190 - INFO - [Train] step: 51199, loss_mpn: 0.077159, loss_rec: 0.060964, loss_semantic: 0.831573, loss_idmrf: 8.287191, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:44:31,799 - INFO - [Train] step: 51299, loss_mpn: 0.059961, loss_rec: 0.077307, loss_semantic: 0.814028, loss_idmrf: 9.709507, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:45:04,444 - INFO - [Train] step: 51399, loss_mpn: 0.073581, loss_rec: 0.060818, loss_semantic: 0.779931, loss_idmrf: 7.379508, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:45:37,086 - INFO - [Train] step: 51499, loss_mpn: 0.075671, loss_rec: 0.049637, loss_semantic: 0.664975, loss_idmrf: 5.953937, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:46:09,751 - INFO - [Train] step: 51599, loss_mpn: 0.137676, loss_rec: 0.051132, loss_semantic: 0.672790, loss_idmrf: 12.051855, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:46:42,282 - INFO - [Train] step: 51699, loss_mpn: 0.089769, loss_rec: 0.074227, loss_semantic: 0.920592, loss_idmrf: 9.651235, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:47:15,003 - INFO - [Train] step: 51799, loss_mpn: 0.045569, loss_rec: 0.057308, loss_semantic: 0.701101, loss_idmrf: 10.915794, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:47:47,692 - INFO - [Train] step: 51899, loss_mpn: 0.074603, loss_rec: 0.076050, loss_semantic: 0.732152, loss_idmrf: 8.992788, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:48:20,368 - INFO - [Train] step: 51999, loss_mpn: 0.087333, loss_rec: 0.051816, loss_semantic: 0.720828, loss_idmrf: 7.720744, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:49:01,037 - INFO - [Eval] step: 51999, bce: 0.245368, psnr: 24.313148, ssim: 0.813796, lpips: 0.187518
2023-03-23 16:49:36,162 - INFO - [Train] step: 52099, loss_mpn: 0.061441, loss_rec: 0.085574, loss_semantic: 0.835319, loss_idmrf: 12.555040, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:50:08,737 - INFO - [Train] step: 52199, loss_mpn: 0.064467, loss_rec: 0.106002, loss_semantic: 1.119995, loss_idmrf: 12.490894, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:50:41,303 - INFO - [Train] step: 52299, loss_mpn: 0.095609, loss_rec: 0.082328, loss_semantic: 0.830167, loss_idmrf: 7.289834, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:51:13,882 - INFO - [Train] step: 52399, loss_mpn: 0.092584, loss_rec: 0.088629, loss_semantic: 0.875186, loss_idmrf: 11.207998, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:51:46,454 - INFO - [Train] step: 52499, loss_mpn: 0.178331, loss_rec: 0.098343, loss_semantic: 1.030326, loss_idmrf: 10.552168, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:52:19,123 - INFO - [Train] step: 52599, loss_mpn: 0.072146, loss_rec: 0.080006, loss_semantic: 0.813058, loss_idmrf: 7.708257, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:52:51,697 - INFO - [Train] step: 52699, loss_mpn: 0.049098, loss_rec: 0.059012, loss_semantic: 0.720807, loss_idmrf: 8.529306, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:53:24,415 - INFO - [Train] step: 52799, loss_mpn: 0.054490, loss_rec: 0.055627, loss_semantic: 0.751587, loss_idmrf: 7.173706, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:53:57,101 - INFO - [Train] step: 52899, loss_mpn: 0.109345, loss_rec: 0.067818, loss_semantic: 0.891201, loss_idmrf: 7.829070, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:54:29,757 - INFO - [Train] step: 52999, loss_mpn: 0.051731, loss_rec: 0.061662, loss_semantic: 0.686104, loss_idmrf: 8.358299, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:55:10,371 - INFO - [Eval] step: 52999, bce: 0.265125, psnr: 24.379110, ssim: 0.817561, lpips: 0.187185
2023-03-23 16:55:45,446 - INFO - [Train] step: 53099, loss_mpn: 0.083229, loss_rec: 0.055165, loss_semantic: 0.673215, loss_idmrf: 8.393054, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:56:17,988 - INFO - [Train] step: 53199, loss_mpn: 0.055490, loss_rec: 0.115273, loss_semantic: 1.064589, loss_idmrf: 18.235157, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:56:50,550 - INFO - [Train] step: 53299, loss_mpn: 0.093783, loss_rec: 0.080947, loss_semantic: 0.807217, loss_idmrf: 10.739208, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:57:23,147 - INFO - [Train] step: 53399, loss_mpn: 0.064525, loss_rec: 0.066998, loss_semantic: 0.706907, loss_idmrf: 13.476091, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:57:55,694 - INFO - [Train] step: 53499, loss_mpn: 0.077168, loss_rec: 0.053155, loss_semantic: 0.755752, loss_idmrf: 8.235727, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:58:28,182 - INFO - [Train] step: 53599, loss_mpn: 0.102626, loss_rec: 0.116705, loss_semantic: 1.018345, loss_idmrf: 11.873768, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:59:00,652 - INFO - [Train] step: 53699, loss_mpn: 0.098317, loss_rec: 0.063736, loss_semantic: 0.869355, loss_idmrf: 6.743210, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 16:59:33,167 - INFO - [Train] step: 53799, loss_mpn: 0.053959, loss_rec: 0.076028, loss_semantic: 0.845237, loss_idmrf: 8.576282, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:00:05,654 - INFO - [Train] step: 53899, loss_mpn: 0.050499, loss_rec: 0.044273, loss_semantic: 0.608877, loss_idmrf: 6.243155, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:00:38,219 - INFO - [Train] step: 53999, loss_mpn: 0.076839, loss_rec: 0.042129, loss_semantic: 0.585917, loss_idmrf: 5.209654, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:01:18,759 - INFO - [Eval] step: 53999, bce: 0.244152, psnr: 24.472605, ssim: 0.818817, lpips: 0.186305
2023-03-23 17:01:53,780 - INFO - [Train] step: 54099, loss_mpn: 0.135501, loss_rec: 0.081643, loss_semantic: 0.814236, loss_idmrf: 8.132490, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:02:26,325 - INFO - [Train] step: 54199, loss_mpn: 0.065468, loss_rec: 0.062245, loss_semantic: 0.752898, loss_idmrf: 5.943730, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:02:58,897 - INFO - [Train] step: 54299, loss_mpn: 0.144098, loss_rec: 0.088267, loss_semantic: 0.948489, loss_idmrf: 14.740772, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:03:31,477 - INFO - [Train] step: 54399, loss_mpn: 0.056842, loss_rec: 0.117836, loss_semantic: 0.995453, loss_idmrf: 10.119380, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:04:03,994 - INFO - [Train] step: 54499, loss_mpn: 0.099285, loss_rec: 0.097342, loss_semantic: 1.022438, loss_idmrf: 10.287895, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:04:36,542 - INFO - [Train] step: 54599, loss_mpn: 0.133435, loss_rec: 0.079902, loss_semantic: 0.867674, loss_idmrf: 8.694918, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:05:09,022 - INFO - [Train] step: 54699, loss_mpn: 0.077153, loss_rec: 0.082628, loss_semantic: 0.929752, loss_idmrf: 9.615230, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:05:41,497 - INFO - [Train] step: 54799, loss_mpn: 0.142857, loss_rec: 0.096037, loss_semantic: 0.978670, loss_idmrf: 12.027785, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:06:13,945 - INFO - [Train] step: 54899, loss_mpn: 0.105861, loss_rec: 0.066109, loss_semantic: 0.802886, loss_idmrf: 6.996389, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:06:46,447 - INFO - [Train] step: 54999, loss_mpn: 0.120117, loss_rec: 0.048764, loss_semantic: 0.638250, loss_idmrf: 7.417801, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:07:27,152 - INFO - [Eval] step: 54999, bce: 0.228455, psnr: 24.425827, ssim: 0.817143, lpips: 0.186650
2023-03-23 17:08:02,203 - INFO - [Train] step: 55099, loss_mpn: 0.061091, loss_rec: 0.053196, loss_semantic: 0.695975, loss_idmrf: 8.102915, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:08:34,754 - INFO - [Train] step: 55199, loss_mpn: 0.071675, loss_rec: 0.075164, loss_semantic: 0.848061, loss_idmrf: 11.400826, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:09:07,301 - INFO - [Train] step: 55299, loss_mpn: 0.100749, loss_rec: 0.153307, loss_semantic: 1.062899, loss_idmrf: 13.765131, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:09:39,839 - INFO - [Train] step: 55399, loss_mpn: 0.054471, loss_rec: 0.072267, loss_semantic: 0.806803, loss_idmrf: 9.328745, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:10:12,443 - INFO - [Train] step: 55499, loss_mpn: 0.035926, loss_rec: 0.098305, loss_semantic: 0.938044, loss_idmrf: 12.260181, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:10:45,039 - INFO - [Train] step: 55599, loss_mpn: 0.074616, loss_rec: 0.050888, loss_semantic: 0.768296, loss_idmrf: 8.832054, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:11:17,606 - INFO - [Train] step: 55699, loss_mpn: 0.064408, loss_rec: 0.038799, loss_semantic: 0.546838, loss_idmrf: 6.097377, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:11:50,175 - INFO - [Train] step: 55799, loss_mpn: 0.080745, loss_rec: 0.067235, loss_semantic: 0.746562, loss_idmrf: 10.293682, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:12:22,676 - INFO - [Train] step: 55899, loss_mpn: 0.087866, loss_rec: 0.047542, loss_semantic: 0.671338, loss_idmrf: 7.627056, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:12:55,219 - INFO - [Train] step: 55999, loss_mpn: 0.103776, loss_rec: 0.091614, loss_semantic: 1.003996, loss_idmrf: 14.416504, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:13:35,962 - INFO - [Eval] step: 55999, bce: 0.253346, psnr: 24.494017, ssim: 0.820428, lpips: 0.185492
2023-03-23 17:14:11,089 - INFO - [Train] step: 56099, loss_mpn: 0.233595, loss_rec: 0.087493, loss_semantic: 0.910135, loss_idmrf: 8.161743, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:14:43,555 - INFO - [Train] step: 56199, loss_mpn: 0.043715, loss_rec: 0.038512, loss_semantic: 0.597479, loss_idmrf: 5.077560, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:15:16,101 - INFO - [Train] step: 56299, loss_mpn: 0.097749, loss_rec: 0.060182, loss_semantic: 0.757946, loss_idmrf: 9.299495, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:15:48,589 - INFO - [Train] step: 56399, loss_mpn: 0.176126, loss_rec: 0.070186, loss_semantic: 0.961168, loss_idmrf: 9.601316, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:16:21,134 - INFO - [Train] step: 56499, loss_mpn: 0.130549, loss_rec: 0.094692, loss_semantic: 0.961734, loss_idmrf: 9.977418, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:16:53,671 - INFO - [Train] step: 56599, loss_mpn: 0.058019, loss_rec: 0.097910, loss_semantic: 0.990023, loss_idmrf: 7.518937, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:17:26,060 - INFO - [Train] step: 56699, loss_mpn: 0.075653, loss_rec: 0.080809, loss_semantic: 0.807515, loss_idmrf: 10.592502, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:17:58,615 - INFO - [Train] step: 56799, loss_mpn: 0.101212, loss_rec: 0.072414, loss_semantic: 0.897914, loss_idmrf: 11.344931, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:18:31,218 - INFO - [Train] step: 56899, loss_mpn: 0.080766, loss_rec: 0.069189, loss_semantic: 0.799369, loss_idmrf: 10.281171, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:19:03,756 - INFO - [Train] step: 56999, loss_mpn: 0.077637, loss_rec: 0.100806, loss_semantic: 1.058882, loss_idmrf: 11.855812, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:19:44,062 - INFO - [Eval] step: 56999, bce: 0.237261, psnr: 24.587702, ssim: 0.820065, lpips: 0.186187
2023-03-23 17:20:19,033 - INFO - [Train] step: 57099, loss_mpn: 0.047055, loss_rec: 0.057525, loss_semantic: 0.670953, loss_idmrf: 9.210134, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:20:51,436 - INFO - [Train] step: 57199, loss_mpn: 0.087030, loss_rec: 0.083610, loss_semantic: 0.919128, loss_idmrf: 9.032072, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:21:24,027 - INFO - [Train] step: 57299, loss_mpn: 0.050246, loss_rec: 0.061747, loss_semantic: 0.729280, loss_idmrf: 3.777650, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:21:56,575 - INFO - [Train] step: 57399, loss_mpn: 0.058125, loss_rec: 0.049849, loss_semantic: 0.700466, loss_idmrf: 6.475507, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:22:29,148 - INFO - [Train] step: 57499, loss_mpn: 0.067933, loss_rec: 0.048266, loss_semantic: 0.727559, loss_idmrf: 9.509205, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:23:01,754 - INFO - [Train] step: 57599, loss_mpn: 0.124631, loss_rec: 0.072971, loss_semantic: 0.863964, loss_idmrf: 8.503135, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:23:34,238 - INFO - [Train] step: 57699, loss_mpn: 0.055344, loss_rec: 0.093053, loss_semantic: 0.889304, loss_idmrf: 16.336737, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:24:06,724 - INFO - [Train] step: 57799, loss_mpn: 0.067263, loss_rec: 0.073954, loss_semantic: 0.897056, loss_idmrf: 8.204121, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:24:39,330 - INFO - [Train] step: 57899, loss_mpn: 0.092549, loss_rec: 0.079019, loss_semantic: 0.982077, loss_idmrf: 11.223116, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:25:11,924 - INFO - [Train] step: 57999, loss_mpn: 0.070623, loss_rec: 0.100396, loss_semantic: 0.923232, loss_idmrf: 12.905594, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:25:52,370 - INFO - [Eval] step: 57999, bce: 0.203989, psnr: 24.271400, ssim: 0.819592, lpips: 0.187055
2023-03-23 17:26:27,290 - INFO - [Train] step: 58099, loss_mpn: 0.075159, loss_rec: 0.086189, loss_semantic: 0.916520, loss_idmrf: 8.694616, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:26:59,838 - INFO - [Train] step: 58199, loss_mpn: 0.077056, loss_rec: 0.105894, loss_semantic: 0.989285, loss_idmrf: 11.570382, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:27:32,396 - INFO - [Train] step: 58299, loss_mpn: 0.086927, loss_rec: 0.099432, loss_semantic: 0.903754, loss_idmrf: 12.241236, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:28:04,982 - INFO - [Train] step: 58399, loss_mpn: 0.032361, loss_rec: 0.040920, loss_semantic: 0.544569, loss_idmrf: 4.885285, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:28:37,497 - INFO - [Train] step: 58499, loss_mpn: 0.059936, loss_rec: 0.100991, loss_semantic: 0.960719, loss_idmrf: 9.896997, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:29:09,976 - INFO - [Train] step: 58599, loss_mpn: 0.079474, loss_rec: 0.070859, loss_semantic: 0.896692, loss_idmrf: 11.170299, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:29:42,515 - INFO - [Train] step: 58699, loss_mpn: 0.045837, loss_rec: 0.049247, loss_semantic: 0.610553, loss_idmrf: 7.366917, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:30:15,033 - INFO - [Train] step: 58799, loss_mpn: 0.040495, loss_rec: 0.050725, loss_semantic: 0.666660, loss_idmrf: 7.964374, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:30:47,520 - INFO - [Train] step: 58899, loss_mpn: 0.087817, loss_rec: 0.047524, loss_semantic: 0.653803, loss_idmrf: 7.536943, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:31:20,078 - INFO - [Train] step: 58999, loss_mpn: 0.062530, loss_rec: 0.060908, loss_semantic: 0.773917, loss_idmrf: 8.114844, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:32:00,490 - INFO - [Eval] step: 58999, bce: 0.213845, psnr: 24.570780, ssim: 0.821016, lpips: 0.184498
2023-03-23 17:32:35,626 - INFO - [Train] step: 59099, loss_mpn: 0.167460, loss_rec: 0.078983, loss_semantic: 0.887953, loss_idmrf: 11.117714, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:33:08,169 - INFO - [Train] step: 59199, loss_mpn: 0.097628, loss_rec: 0.086446, loss_semantic: 0.821742, loss_idmrf: 9.718689, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:33:40,734 - INFO - [Train] step: 59299, loss_mpn: 0.092814, loss_rec: 0.070409, loss_semantic: 0.909085, loss_idmrf: 10.126008, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:34:13,330 - INFO - [Train] step: 59399, loss_mpn: 0.054732, loss_rec: 0.075233, loss_semantic: 0.898130, loss_idmrf: 7.271157, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:34:45,835 - INFO - [Train] step: 59499, loss_mpn: 0.034728, loss_rec: 0.049623, loss_semantic: 0.650723, loss_idmrf: 5.657487, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:35:18,344 - INFO - [Train] step: 59599, loss_mpn: 0.127229, loss_rec: 0.094566, loss_semantic: 0.926567, loss_idmrf: 14.802192, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:35:50,843 - INFO - [Train] step: 59699, loss_mpn: 0.100065, loss_rec: 0.124252, loss_semantic: 1.002080, loss_idmrf: 15.868440, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:36:23,398 - INFO - [Train] step: 59799, loss_mpn: 0.063999, loss_rec: 0.056927, loss_semantic: 0.662547, loss_idmrf: 9.450443, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:36:55,972 - INFO - [Train] step: 59899, loss_mpn: 0.082711, loss_rec: 0.089185, loss_semantic: 0.981008, loss_idmrf: 7.500816, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:37:28,554 - INFO - [Train] step: 59999, loss_mpn: 0.073721, loss_rec: 0.073709, loss_semantic: 0.885013, loss_idmrf: 10.072193, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:38:09,362 - INFO - [Eval] step: 59999, bce: 0.188638, psnr: 24.575336, ssim: 0.822176, lpips: 0.184384
2023-03-23 17:38:44,499 - INFO - [Train] step: 60099, loss_mpn: 0.060780, loss_rec: 0.033712, loss_semantic: 0.536521, loss_idmrf: 5.359200, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:39:17,023 - INFO - [Train] step: 60199, loss_mpn: 0.108612, loss_rec: 0.066961, loss_semantic: 0.812237, loss_idmrf: 10.181203, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:39:49,550 - INFO - [Train] step: 60299, loss_mpn: 0.068958, loss_rec: 0.073652, loss_semantic: 0.819623, loss_idmrf: 9.971245, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:40:22,225 - INFO - [Train] step: 60399, loss_mpn: 0.090852, loss_rec: 0.079676, loss_semantic: 0.883143, loss_idmrf: 11.144217, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:40:54,777 - INFO - [Train] step: 60499, loss_mpn: 0.072294, loss_rec: 0.094086, loss_semantic: 0.922498, loss_idmrf: 11.341753, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:41:27,309 - INFO - [Train] step: 60599, loss_mpn: 0.065588, loss_rec: 0.077805, loss_semantic: 0.864718, loss_idmrf: 7.458716, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:41:59,821 - INFO - [Train] step: 60699, loss_mpn: 0.094112, loss_rec: 0.066593, loss_semantic: 0.757874, loss_idmrf: 8.756382, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:42:32,315 - INFO - [Train] step: 60799, loss_mpn: 0.074576, loss_rec: 0.045650, loss_semantic: 0.641551, loss_idmrf: 6.553304, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:43:04,879 - INFO - [Train] step: 60899, loss_mpn: 0.064911, loss_rec: 0.061712, loss_semantic: 0.739193, loss_idmrf: 9.578909, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:43:37,397 - INFO - [Train] step: 60999, loss_mpn: 0.107434, loss_rec: 0.073877, loss_semantic: 0.792693, loss_idmrf: 10.352217, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:44:17,973 - INFO - [Eval] step: 60999, bce: 0.210962, psnr: 24.546059, ssim: 0.822613, lpips: 0.183680
2023-03-23 17:44:52,933 - INFO - [Train] step: 61099, loss_mpn: 0.063560, loss_rec: 0.086974, loss_semantic: 0.899978, loss_idmrf: 10.246938, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:45:25,462 - INFO - [Train] step: 61199, loss_mpn: 0.034625, loss_rec: 0.068427, loss_semantic: 0.695886, loss_idmrf: 6.205751, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:45:57,939 - INFO - [Train] step: 61299, loss_mpn: 0.060668, loss_rec: 0.044801, loss_semantic: 0.647926, loss_idmrf: 7.868822, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:46:30,583 - INFO - [Train] step: 61399, loss_mpn: 0.047547, loss_rec: 0.086719, loss_semantic: 0.912717, loss_idmrf: 9.106217, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:47:03,087 - INFO - [Train] step: 61499, loss_mpn: 0.120542, loss_rec: 0.072618, loss_semantic: 0.910958, loss_idmrf: 12.038715, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:47:35,597 - INFO - [Train] step: 61599, loss_mpn: 0.069105, loss_rec: 0.049461, loss_semantic: 0.670203, loss_idmrf: 7.558419, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:48:08,174 - INFO - [Train] step: 61699, loss_mpn: 0.089830, loss_rec: 0.067881, loss_semantic: 0.839271, loss_idmrf: 9.140425, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:48:40,687 - INFO - [Train] step: 61799, loss_mpn: 0.059791, loss_rec: 0.101294, loss_semantic: 0.976789, loss_idmrf: 10.282621, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:49:13,219 - INFO - [Train] step: 61899, loss_mpn: 0.043036, loss_rec: 0.045901, loss_semantic: 0.590563, loss_idmrf: 9.892014, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:49:45,678 - INFO - [Train] step: 61999, loss_mpn: 0.105627, loss_rec: 0.087506, loss_semantic: 0.961288, loss_idmrf: 12.559690, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:50:25,966 - INFO - [Eval] step: 61999, bce: 0.181828, psnr: 24.588243, ssim: 0.822653, lpips: 0.182480
2023-03-23 17:51:00,923 - INFO - [Train] step: 62099, loss_mpn: 0.048074, loss_rec: 0.061300, loss_semantic: 0.747244, loss_idmrf: 7.090373, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:51:33,295 - INFO - [Train] step: 62199, loss_mpn: 0.191302, loss_rec: 0.061705, loss_semantic: 0.712237, loss_idmrf: 6.719744, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:52:05,826 - INFO - [Train] step: 62299, loss_mpn: 0.075501, loss_rec: 0.054640, loss_semantic: 0.853444, loss_idmrf: 13.711935, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:52:38,384 - INFO - [Train] step: 62399, loss_mpn: 0.044076, loss_rec: 0.060732, loss_semantic: 0.717378, loss_idmrf: 6.695364, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:53:10,985 - INFO - [Train] step: 62499, loss_mpn: 0.094457, loss_rec: 0.082487, loss_semantic: 0.948370, loss_idmrf: 10.155094, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:53:43,453 - INFO - [Train] step: 62599, loss_mpn: 0.070895, loss_rec: 0.083927, loss_semantic: 0.982190, loss_idmrf: 9.205074, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:54:16,034 - INFO - [Train] step: 62699, loss_mpn: 0.028274, loss_rec: 0.071939, loss_semantic: 0.790934, loss_idmrf: 6.371620, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:54:48,684 - INFO - [Train] step: 62799, loss_mpn: 0.070008, loss_rec: 0.086552, loss_semantic: 1.028614, loss_idmrf: 12.555711, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:55:21,204 - INFO - [Train] step: 62899, loss_mpn: 0.046616, loss_rec: 0.062283, loss_semantic: 0.787007, loss_idmrf: 7.588556, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:55:53,643 - INFO - [Train] step: 62999, loss_mpn: 0.100136, loss_rec: 0.085628, loss_semantic: 0.963178, loss_idmrf: 10.027990, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:56:34,033 - INFO - [Eval] step: 62999, bce: 0.195017, psnr: 24.764151, ssim: 0.824010, lpips: 0.182177
2023-03-23 17:57:09,031 - INFO - [Train] step: 63099, loss_mpn: 0.081627, loss_rec: 0.076993, loss_semantic: 0.917184, loss_idmrf: 7.215439, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:57:41,461 - INFO - [Train] step: 63199, loss_mpn: 0.046173, loss_rec: 0.070638, loss_semantic: 0.844684, loss_idmrf: 8.153946, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:58:13,965 - INFO - [Train] step: 63299, loss_mpn: 0.080054, loss_rec: 0.046517, loss_semantic: 0.640117, loss_idmrf: 8.679524, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:58:46,468 - INFO - [Train] step: 63399, loss_mpn: 0.061687, loss_rec: 0.052518, loss_semantic: 0.614807, loss_idmrf: 9.420504, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:59:19,003 - INFO - [Train] step: 63499, loss_mpn: 0.062699, loss_rec: 0.087967, loss_semantic: 0.837198, loss_idmrf: 10.170693, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 17:59:51,531 - INFO - [Train] step: 63599, loss_mpn: 0.054532, loss_rec: 0.116709, loss_semantic: 1.077160, loss_idmrf: 9.730793, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:00:24,066 - INFO - [Train] step: 63699, loss_mpn: 0.066978, loss_rec: 0.062858, loss_semantic: 0.836812, loss_idmrf: 7.000289, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:00:56,549 - INFO - [Train] step: 63799, loss_mpn: 0.080544, loss_rec: 0.058041, loss_semantic: 0.761470, loss_idmrf: 7.803483, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:01:28,987 - INFO - [Train] step: 63899, loss_mpn: 0.037901, loss_rec: 0.069314, loss_semantic: 0.649293, loss_idmrf: 6.391616, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:02:01,436 - INFO - [Train] step: 63999, loss_mpn: 0.046500, loss_rec: 0.096967, loss_semantic: 1.000723, loss_idmrf: 9.518724, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:02:41,836 - INFO - [Eval] step: 63999, bce: 0.173787, psnr: 24.629927, ssim: 0.824270, lpips: 0.180688
2023-03-23 18:03:16,780 - INFO - [Train] step: 64099, loss_mpn: 0.107412, loss_rec: 0.053805, loss_semantic: 0.737066, loss_idmrf: 8.770950, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:03:49,283 - INFO - [Train] step: 64199, loss_mpn: 0.056606, loss_rec: 0.075632, loss_semantic: 0.771825, loss_idmrf: 8.880862, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:04:21,726 - INFO - [Train] step: 64299, loss_mpn: 0.048682, loss_rec: 0.039280, loss_semantic: 0.630671, loss_idmrf: 4.464087, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:04:54,317 - INFO - [Train] step: 64399, loss_mpn: 0.088702, loss_rec: 0.090398, loss_semantic: 0.877563, loss_idmrf: 15.028063, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:05:26,989 - INFO - [Train] step: 64499, loss_mpn: 0.075175, loss_rec: 0.081235, loss_semantic: 0.933640, loss_idmrf: 13.241166, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:05:59,523 - INFO - [Train] step: 64599, loss_mpn: 0.152425, loss_rec: 0.080152, loss_semantic: 0.881252, loss_idmrf: 10.801616, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:06:31,999 - INFO - [Train] step: 64699, loss_mpn: 0.078211, loss_rec: 0.053551, loss_semantic: 0.721871, loss_idmrf: 6.446115, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:07:04,693 - INFO - [Train] step: 64799, loss_mpn: 0.122328, loss_rec: 0.066405, loss_semantic: 0.839629, loss_idmrf: 8.967090, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:07:37,254 - INFO - [Train] step: 64899, loss_mpn: 0.085018, loss_rec: 0.068443, loss_semantic: 0.795557, loss_idmrf: 14.583529, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:08:09,802 - INFO - [Train] step: 64999, loss_mpn: 0.118154, loss_rec: 0.063193, loss_semantic: 0.768936, loss_idmrf: 10.273432, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:08:50,254 - INFO - [Eval] step: 64999, bce: 0.182375, psnr: 24.675322, ssim: 0.824757, lpips: 0.181221
2023-03-23 18:09:25,388 - INFO - [Train] step: 65099, loss_mpn: 0.106309, loss_rec: 0.083546, loss_semantic: 0.924176, loss_idmrf: 9.965521, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:09:57,881 - INFO - [Train] step: 65199, loss_mpn: 0.062332, loss_rec: 0.059763, loss_semantic: 0.739950, loss_idmrf: 10.237807, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:10:30,351 - INFO - [Train] step: 65299, loss_mpn: 0.057609, loss_rec: 0.077482, loss_semantic: 0.782583, loss_idmrf: 8.553532, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:11:02,910 - INFO - [Train] step: 65399, loss_mpn: 0.086942, loss_rec: 0.047997, loss_semantic: 0.639443, loss_idmrf: 12.068169, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:11:35,457 - INFO - [Train] step: 65499, loss_mpn: 0.057533, loss_rec: 0.036311, loss_semantic: 0.575135, loss_idmrf: 6.329101, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:12:08,040 - INFO - [Train] step: 65599, loss_mpn: 0.051655, loss_rec: 0.034161, loss_semantic: 0.532651, loss_idmrf: 4.104710, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:12:40,521 - INFO - [Train] step: 65699, loss_mpn: 0.067673, loss_rec: 0.056912, loss_semantic: 0.703598, loss_idmrf: 6.736268, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:13:13,089 - INFO - [Train] step: 65799, loss_mpn: 0.099073, loss_rec: 0.104804, loss_semantic: 1.054609, loss_idmrf: 12.600331, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:13:45,635 - INFO - [Train] step: 65899, loss_mpn: 0.038527, loss_rec: 0.071953, loss_semantic: 0.773102, loss_idmrf: 7.099707, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:14:18,248 - INFO - [Train] step: 65999, loss_mpn: 0.064032, loss_rec: 0.094885, loss_semantic: 0.928110, loss_idmrf: 10.627979, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:14:58,825 - INFO - [Eval] step: 65999, bce: 0.177519, psnr: 24.791058, ssim: 0.825242, lpips: 0.181990
2023-03-23 18:15:33,826 - INFO - [Train] step: 66099, loss_mpn: 0.077177, loss_rec: 0.066748, loss_semantic: 0.807289, loss_idmrf: 7.470845, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:16:06,287 - INFO - [Train] step: 66199, loss_mpn: 0.063646, loss_rec: 0.109401, loss_semantic: 0.837681, loss_idmrf: 11.282058, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:16:38,827 - INFO - [Train] step: 66299, loss_mpn: 0.078674, loss_rec: 0.075006, loss_semantic: 1.003988, loss_idmrf: 11.456381, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:17:11,431 - INFO - [Train] step: 66399, loss_mpn: 0.033715, loss_rec: 0.034269, loss_semantic: 0.476958, loss_idmrf: 3.591949, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:17:44,073 - INFO - [Train] step: 66499, loss_mpn: 0.049669, loss_rec: 0.055419, loss_semantic: 0.737769, loss_idmrf: 9.635887, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:18:16,775 - INFO - [Train] step: 66599, loss_mpn: 0.098637, loss_rec: 0.073488, loss_semantic: 0.740306, loss_idmrf: 7.478474, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:18:49,373 - INFO - [Train] step: 66699, loss_mpn: 0.093639, loss_rec: 0.135200, loss_semantic: 1.214626, loss_idmrf: 12.969027, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:19:21,926 - INFO - [Train] step: 66799, loss_mpn: 0.042170, loss_rec: 0.053392, loss_semantic: 0.627614, loss_idmrf: 9.217916, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:19:54,461 - INFO - [Train] step: 66899, loss_mpn: 0.059633, loss_rec: 0.099766, loss_semantic: 0.979903, loss_idmrf: 11.961685, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:20:26,936 - INFO - [Train] step: 66999, loss_mpn: 0.063651, loss_rec: 0.082479, loss_semantic: 0.861822, loss_idmrf: 11.187986, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:21:07,448 - INFO - [Eval] step: 66999, bce: 0.168111, psnr: 24.780258, ssim: 0.826084, lpips: 0.181622
2023-03-23 18:21:42,551 - INFO - [Train] step: 67099, loss_mpn: 0.090100, loss_rec: 0.072987, loss_semantic: 0.849048, loss_idmrf: 10.725201, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:22:15,032 - INFO - [Train] step: 67199, loss_mpn: 0.070791, loss_rec: 0.120666, loss_semantic: 1.093274, loss_idmrf: 12.078363, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:22:47,598 - INFO - [Train] step: 67299, loss_mpn: 0.079004, loss_rec: 0.047812, loss_semantic: 0.691244, loss_idmrf: 8.575368, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:23:20,268 - INFO - [Train] step: 67399, loss_mpn: 0.059919, loss_rec: 0.053376, loss_semantic: 0.703846, loss_idmrf: 7.561596, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:23:52,997 - INFO - [Train] step: 67499, loss_mpn: 0.032490, loss_rec: 0.047127, loss_semantic: 0.598024, loss_idmrf: 4.087657, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:24:25,688 - INFO - [Train] step: 67599, loss_mpn: 0.051026, loss_rec: 0.063376, loss_semantic: 0.768161, loss_idmrf: 6.150374, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:24:58,325 - INFO - [Train] step: 67699, loss_mpn: 0.064151, loss_rec: 0.055378, loss_semantic: 0.703020, loss_idmrf: 6.441248, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:25:31,070 - INFO - [Train] step: 67799, loss_mpn: 0.072542, loss_rec: 0.067309, loss_semantic: 0.816003, loss_idmrf: 6.980043, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:26:03,718 - INFO - [Train] step: 67899, loss_mpn: 0.044972, loss_rec: 0.105207, loss_semantic: 0.994439, loss_idmrf: 11.756201, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:26:36,471 - INFO - [Train] step: 67999, loss_mpn: 0.100728, loss_rec: 0.081768, loss_semantic: 0.861801, loss_idmrf: 10.796497, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:27:17,052 - INFO - [Eval] step: 67999, bce: 0.216448, psnr: 24.819994, ssim: 0.825101, lpips: 0.178686
2023-03-23 18:27:52,291 - INFO - [Train] step: 68099, loss_mpn: 0.061928, loss_rec: 0.058139, loss_semantic: 0.579877, loss_idmrf: 6.341400, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:28:24,852 - INFO - [Train] step: 68199, loss_mpn: 0.152863, loss_rec: 0.084811, loss_semantic: 1.046564, loss_idmrf: 14.172144, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:28:57,526 - INFO - [Train] step: 68299, loss_mpn: 0.035123, loss_rec: 0.058121, loss_semantic: 0.823649, loss_idmrf: 8.516271, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:29:30,249 - INFO - [Train] step: 68399, loss_mpn: 0.059459, loss_rec: 0.037409, loss_semantic: 0.581804, loss_idmrf: 5.106385, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:30:02,891 - INFO - [Train] step: 68499, loss_mpn: 0.093305, loss_rec: 0.092095, loss_semantic: 0.991673, loss_idmrf: 11.173564, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:30:35,654 - INFO - [Train] step: 68599, loss_mpn: 0.033101, loss_rec: 0.048694, loss_semantic: 0.623783, loss_idmrf: 4.205817, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:31:08,425 - INFO - [Train] step: 68699, loss_mpn: 0.030621, loss_rec: 0.051678, loss_semantic: 0.663459, loss_idmrf: 6.473884, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:31:41,166 - INFO - [Train] step: 68799, loss_mpn: 0.061014, loss_rec: 0.079936, loss_semantic: 0.856387, loss_idmrf: 10.764680, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:32:13,908 - INFO - [Train] step: 68899, loss_mpn: 0.061547, loss_rec: 0.043531, loss_semantic: 0.618677, loss_idmrf: 5.491044, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:32:46,716 - INFO - [Train] step: 68999, loss_mpn: 0.060379, loss_rec: 0.048835, loss_semantic: 0.681103, loss_idmrf: 7.619300, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:33:27,264 - INFO - [Eval] step: 68999, bce: 0.157568, psnr: 24.743452, ssim: 0.825233, lpips: 0.181678
2023-03-23 18:34:02,320 - INFO - [Train] step: 69099, loss_mpn: 0.062826, loss_rec: 0.083294, loss_semantic: 0.874041, loss_idmrf: 14.740906, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:34:34,832 - INFO - [Train] step: 69199, loss_mpn: 0.067755, loss_rec: 0.061149, loss_semantic: 0.610619, loss_idmrf: 10.554647, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:35:07,561 - INFO - [Train] step: 69299, loss_mpn: 0.039501, loss_rec: 0.061114, loss_semantic: 0.707499, loss_idmrf: 10.071417, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:35:40,108 - INFO - [Train] step: 69399, loss_mpn: 0.099351, loss_rec: 0.055454, loss_semantic: 0.787482, loss_idmrf: 9.070180, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:36:12,685 - INFO - [Train] step: 69499, loss_mpn: 0.073392, loss_rec: 0.081412, loss_semantic: 0.960235, loss_idmrf: 10.462751, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:36:45,415 - INFO - [Train] step: 69599, loss_mpn: 0.057431, loss_rec: 0.098320, loss_semantic: 0.927971, loss_idmrf: 11.019985, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:37:18,181 - INFO - [Train] step: 69699, loss_mpn: 0.150601, loss_rec: 0.068958, loss_semantic: 0.871373, loss_idmrf: 7.813000, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:37:50,865 - INFO - [Train] step: 69799, loss_mpn: 0.047903, loss_rec: 0.103047, loss_semantic: 1.026724, loss_idmrf: 12.744257, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:38:23,514 - INFO - [Train] step: 69899, loss_mpn: 0.077743, loss_rec: 0.060419, loss_semantic: 0.768387, loss_idmrf: 9.134091, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:38:56,288 - INFO - [Train] step: 69999, loss_mpn: 0.055297, loss_rec: 0.110146, loss_semantic: 0.857610, loss_idmrf: 13.368445, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:39:36,739 - INFO - [Eval] step: 69999, bce: 0.165906, psnr: 24.716692, ssim: 0.827382, lpips: 0.177681
2023-03-23 18:40:11,930 - INFO - [Train] step: 70099, loss_mpn: 0.190002, loss_rec: 0.103072, loss_semantic: 0.971344, loss_idmrf: 12.102470, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:40:44,535 - INFO - [Train] step: 70199, loss_mpn: 0.046997, loss_rec: 0.054427, loss_semantic: 0.739876, loss_idmrf: 8.199638, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:41:17,138 - INFO - [Train] step: 70299, loss_mpn: 0.109679, loss_rec: 0.079814, loss_semantic: 0.917721, loss_idmrf: 9.481155, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:41:49,782 - INFO - [Train] step: 70399, loss_mpn: 0.062357, loss_rec: 0.080683, loss_semantic: 0.775715, loss_idmrf: 10.754738, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:42:22,465 - INFO - [Train] step: 70499, loss_mpn: 0.054788, loss_rec: 0.073529, loss_semantic: 0.866395, loss_idmrf: 8.702906, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:42:55,077 - INFO - [Train] step: 70599, loss_mpn: 0.050664, loss_rec: 0.050188, loss_semantic: 0.624997, loss_idmrf: 8.124418, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:43:27,793 - INFO - [Train] step: 70699, loss_mpn: 0.061959, loss_rec: 0.123705, loss_semantic: 1.104784, loss_idmrf: 15.937983, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:44:00,432 - INFO - [Train] step: 70799, loss_mpn: 0.085399, loss_rec: 0.100017, loss_semantic: 1.021073, loss_idmrf: 8.174852, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:44:32,956 - INFO - [Train] step: 70899, loss_mpn: 0.056961, loss_rec: 0.078259, loss_semantic: 0.770481, loss_idmrf: 11.177944, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:45:05,444 - INFO - [Train] step: 70999, loss_mpn: 0.085335, loss_rec: 0.080531, loss_semantic: 0.873491, loss_idmrf: 8.909255, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:45:46,006 - INFO - [Eval] step: 70999, bce: 0.150598, psnr: 24.708916, ssim: 0.825879, lpips: 0.181616
2023-03-23 18:46:21,035 - INFO - [Train] step: 71099, loss_mpn: 0.033800, loss_rec: 0.037033, loss_semantic: 0.572563, loss_idmrf: 4.930678, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:46:53,623 - INFO - [Train] step: 71199, loss_mpn: 0.023150, loss_rec: 0.035813, loss_semantic: 0.493983, loss_idmrf: 5.681668, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:47:26,217 - INFO - [Train] step: 71299, loss_mpn: 0.054430, loss_rec: 0.060342, loss_semantic: 0.807077, loss_idmrf: 7.430021, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:47:58,931 - INFO - [Train] step: 71399, loss_mpn: 0.071598, loss_rec: 0.060465, loss_semantic: 0.789068, loss_idmrf: 6.873281, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:48:31,570 - INFO - [Train] step: 71499, loss_mpn: 0.065944, loss_rec: 0.064435, loss_semantic: 0.815265, loss_idmrf: 5.016195, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:49:04,393 - INFO - [Train] step: 71599, loss_mpn: 0.146152, loss_rec: 0.098086, loss_semantic: 0.866211, loss_idmrf: 8.860998, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:49:37,163 - INFO - [Train] step: 71699, loss_mpn: 0.075585, loss_rec: 0.058373, loss_semantic: 0.758992, loss_idmrf: 8.960737, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:50:09,944 - INFO - [Train] step: 71799, loss_mpn: 0.127977, loss_rec: 0.057986, loss_semantic: 0.760083, loss_idmrf: 9.750308, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:50:42,573 - INFO - [Train] step: 71899, loss_mpn: 0.071825, loss_rec: 0.056552, loss_semantic: 0.735624, loss_idmrf: 7.245934, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:51:15,368 - INFO - [Train] step: 71999, loss_mpn: 0.116870, loss_rec: 0.075746, loss_semantic: 0.763039, loss_idmrf: 7.780004, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:51:55,844 - INFO - [Eval] step: 71999, bce: 0.170315, psnr: 24.777456, ssim: 0.826368, lpips: 0.178997
2023-03-23 18:52:31,027 - INFO - [Train] step: 72099, loss_mpn: 0.072709, loss_rec: 0.064300, loss_semantic: 0.744599, loss_idmrf: 9.747708, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:53:03,731 - INFO - [Train] step: 72199, loss_mpn: 0.058783, loss_rec: 0.038889, loss_semantic: 0.581739, loss_idmrf: 6.683611, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:53:36,420 - INFO - [Train] step: 72299, loss_mpn: 0.106752, loss_rec: 0.096459, loss_semantic: 0.991748, loss_idmrf: 15.080643, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:54:09,107 - INFO - [Train] step: 72399, loss_mpn: 0.137836, loss_rec: 0.101822, loss_semantic: 1.062890, loss_idmrf: 10.049772, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:54:41,932 - INFO - [Train] step: 72499, loss_mpn: 0.041857, loss_rec: 0.069371, loss_semantic: 0.812357, loss_idmrf: 11.266720, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:55:14,623 - INFO - [Train] step: 72599, loss_mpn: 0.037531, loss_rec: 0.061678, loss_semantic: 0.612236, loss_idmrf: 6.144178, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:55:47,409 - INFO - [Train] step: 72699, loss_mpn: 0.102244, loss_rec: 0.075947, loss_semantic: 0.830042, loss_idmrf: 11.119294, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:56:20,161 - INFO - [Train] step: 72799, loss_mpn: 0.117474, loss_rec: 0.141290, loss_semantic: 1.139841, loss_idmrf: 13.700499, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:56:52,757 - INFO - [Train] step: 72899, loss_mpn: 0.023183, loss_rec: 0.032930, loss_semantic: 0.451516, loss_idmrf: 7.964462, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:57:25,298 - INFO - [Train] step: 72999, loss_mpn: 0.047633, loss_rec: 0.056276, loss_semantic: 0.661353, loss_idmrf: 9.124452, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:58:05,699 - INFO - [Eval] step: 72999, bce: 0.152315, psnr: 24.852037, ssim: 0.828018, lpips: 0.179110
2023-03-23 18:58:40,793 - INFO - [Train] step: 73099, loss_mpn: 0.048622, loss_rec: 0.056066, loss_semantic: 0.728779, loss_idmrf: 13.794767, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:59:13,423 - INFO - [Train] step: 73199, loss_mpn: 0.037560, loss_rec: 0.046499, loss_semantic: 0.599551, loss_idmrf: 6.185842, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 18:59:46,110 - INFO - [Train] step: 73299, loss_mpn: 0.076022, loss_rec: 0.083571, loss_semantic: 0.892900, loss_idmrf: 10.078876, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:00:18,733 - INFO - [Train] step: 73399, loss_mpn: 0.054194, loss_rec: 0.074718, loss_semantic: 0.857102, loss_idmrf: 10.105750, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:00:51,409 - INFO - [Train] step: 73499, loss_mpn: 0.047017, loss_rec: 0.071594, loss_semantic: 0.864330, loss_idmrf: 6.978665, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:01:24,128 - INFO - [Train] step: 73599, loss_mpn: 0.030161, loss_rec: 0.073684, loss_semantic: 0.813029, loss_idmrf: 9.448511, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:01:56,844 - INFO - [Train] step: 73699, loss_mpn: 0.032665, loss_rec: 0.072113, loss_semantic: 0.711334, loss_idmrf: 8.664466, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:02:29,654 - INFO - [Train] step: 73799, loss_mpn: 0.029862, loss_rec: 0.043709, loss_semantic: 0.673561, loss_idmrf: 8.782259, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:03:02,438 - INFO - [Train] step: 73899, loss_mpn: 0.048226, loss_rec: 0.052038, loss_semantic: 0.716666, loss_idmrf: 9.937277, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:03:35,171 - INFO - [Train] step: 73999, loss_mpn: 0.046637, loss_rec: 0.107312, loss_semantic: 0.981336, loss_idmrf: 10.990764, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:04:15,823 - INFO - [Eval] step: 73999, bce: 0.154883, psnr: 24.892082, ssim: 0.826918, lpips: 0.179719
2023-03-23 19:04:51,102 - INFO - [Train] step: 74099, loss_mpn: 0.059087, loss_rec: 0.071629, loss_semantic: 0.813494, loss_idmrf: 7.206039, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:05:23,805 - INFO - [Train] step: 74199, loss_mpn: 0.034058, loss_rec: 0.081663, loss_semantic: 0.839137, loss_idmrf: 8.642965, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:05:56,671 - INFO - [Train] step: 74299, loss_mpn: 0.046352, loss_rec: 0.051573, loss_semantic: 0.641975, loss_idmrf: 7.820662, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:06:29,526 - INFO - [Train] step: 74399, loss_mpn: 0.073029, loss_rec: 0.075298, loss_semantic: 0.789373, loss_idmrf: 8.439243, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:07:02,307 - INFO - [Train] step: 74499, loss_mpn: 0.065399, loss_rec: 0.064755, loss_semantic: 0.771100, loss_idmrf: 10.885170, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:07:35,058 - INFO - [Train] step: 74599, loss_mpn: 0.131260, loss_rec: 0.069882, loss_semantic: 0.793318, loss_idmrf: 10.508260, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:08:07,778 - INFO - [Train] step: 74699, loss_mpn: 0.046326, loss_rec: 0.069489, loss_semantic: 0.842067, loss_idmrf: 11.002365, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:08:40,571 - INFO - [Train] step: 74799, loss_mpn: 0.049378, loss_rec: 0.056799, loss_semantic: 0.611006, loss_idmrf: 7.554462, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:09:13,313 - INFO - [Train] step: 74899, loss_mpn: 0.041635, loss_rec: 0.066989, loss_semantic: 0.847011, loss_idmrf: 13.063207, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:09:45,962 - INFO - [Train] step: 74999, loss_mpn: 0.123967, loss_rec: 0.111498, loss_semantic: 0.930521, loss_idmrf: 11.271032, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:10:26,521 - INFO - [Eval] step: 74999, bce: 0.152197, psnr: 24.897476, ssim: 0.829609, lpips: 0.175508
2023-03-23 19:11:01,796 - INFO - [Train] step: 75099, loss_mpn: 0.023699, loss_rec: 0.034750, loss_semantic: 0.483255, loss_idmrf: 3.065003, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:11:34,507 - INFO - [Train] step: 75199, loss_mpn: 0.051895, loss_rec: 0.064417, loss_semantic: 0.747115, loss_idmrf: 5.954011, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:12:07,228 - INFO - [Train] step: 75299, loss_mpn: 0.093855, loss_rec: 0.105070, loss_semantic: 1.084806, loss_idmrf: 13.873313, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:12:39,954 - INFO - [Train] step: 75399, loss_mpn: 0.062670, loss_rec: 0.051670, loss_semantic: 0.687613, loss_idmrf: 4.498826, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:13:12,829 - INFO - [Train] step: 75499, loss_mpn: 0.049159, loss_rec: 0.115750, loss_semantic: 1.086344, loss_idmrf: 8.764332, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:13:45,640 - INFO - [Train] step: 75599, loss_mpn: 0.046955, loss_rec: 0.059875, loss_semantic: 0.693798, loss_idmrf: 7.168367, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:14:18,405 - INFO - [Train] step: 75699, loss_mpn: 0.045016, loss_rec: 0.051742, loss_semantic: 0.690873, loss_idmrf: 5.376425, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:14:51,237 - INFO - [Train] step: 75799, loss_mpn: 0.070550, loss_rec: 0.048749, loss_semantic: 0.575438, loss_idmrf: 7.507488, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:15:24,163 - INFO - [Train] step: 75899, loss_mpn: 0.051448, loss_rec: 0.085957, loss_semantic: 0.903253, loss_idmrf: 9.436161, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:15:56,895 - INFO - [Train] step: 75999, loss_mpn: 0.047269, loss_rec: 0.071914, loss_semantic: 0.797290, loss_idmrf: 8.392452, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:16:37,528 - INFO - [Eval] step: 75999, bce: 0.141857, psnr: 24.837866, ssim: 0.828376, lpips: 0.176964
2023-03-23 19:17:12,698 - INFO - [Train] step: 76099, loss_mpn: 0.050262, loss_rec: 0.079851, loss_semantic: 0.927086, loss_idmrf: 7.881736, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:17:45,456 - INFO - [Train] step: 76199, loss_mpn: 0.025933, loss_rec: 0.039538, loss_semantic: 0.564893, loss_idmrf: 4.210354, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:18:18,104 - INFO - [Train] step: 76299, loss_mpn: 0.060821, loss_rec: 0.075650, loss_semantic: 0.916015, loss_idmrf: 9.890029, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:18:50,779 - INFO - [Train] step: 76399, loss_mpn: 0.080479, loss_rec: 0.111715, loss_semantic: 1.120812, loss_idmrf: 10.959984, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:19:23,494 - INFO - [Train] step: 76499, loss_mpn: 0.035540, loss_rec: 0.077149, loss_semantic: 0.767827, loss_idmrf: 8.661664, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:19:56,151 - INFO - [Train] step: 76599, loss_mpn: 0.053826, loss_rec: 0.107465, loss_semantic: 0.940594, loss_idmrf: 9.166907, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:20:28,912 - INFO - [Train] step: 76699, loss_mpn: 0.060661, loss_rec: 0.070374, loss_semantic: 0.793632, loss_idmrf: 10.269143, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:21:01,547 - INFO - [Train] step: 76799, loss_mpn: 0.051480, loss_rec: 0.062027, loss_semantic: 0.779416, loss_idmrf: 9.332685, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:21:34,347 - INFO - [Train] step: 76899, loss_mpn: 0.058360, loss_rec: 0.058052, loss_semantic: 0.790440, loss_idmrf: 7.700007, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:22:06,948 - INFO - [Train] step: 76999, loss_mpn: 0.059199, loss_rec: 0.044328, loss_semantic: 0.617785, loss_idmrf: 3.315034, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:22:47,362 - INFO - [Eval] step: 76999, bce: 0.137154, psnr: 24.931915, ssim: 0.829332, lpips: 0.179056
2023-03-23 19:23:22,373 - INFO - [Train] step: 77099, loss_mpn: 0.097957, loss_rec: 0.071360, loss_semantic: 0.733884, loss_idmrf: 8.185528, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:23:55,056 - INFO - [Train] step: 77199, loss_mpn: 0.065824, loss_rec: 0.071777, loss_semantic: 0.833280, loss_idmrf: 9.910998, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:24:27,684 - INFO - [Train] step: 77299, loss_mpn: 0.039445, loss_rec: 0.085244, loss_semantic: 0.979236, loss_idmrf: 8.907225, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:25:00,356 - INFO - [Train] step: 77399, loss_mpn: 0.049673, loss_rec: 0.046094, loss_semantic: 0.678681, loss_idmrf: 6.361536, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:25:33,031 - INFO - [Train] step: 77499, loss_mpn: 0.037200, loss_rec: 0.053476, loss_semantic: 0.595068, loss_idmrf: 6.213803, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:26:05,741 - INFO - [Train] step: 77599, loss_mpn: 0.050687, loss_rec: 0.077355, loss_semantic: 0.803031, loss_idmrf: 8.237248, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:26:38,494 - INFO - [Train] step: 77699, loss_mpn: 0.028640, loss_rec: 0.063504, loss_semantic: 0.704623, loss_idmrf: 9.367018, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:27:11,261 - INFO - [Train] step: 77799, loss_mpn: 0.071822, loss_rec: 0.079815, loss_semantic: 0.781432, loss_idmrf: 10.289616, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:27:44,099 - INFO - [Train] step: 77899, loss_mpn: 0.027823, loss_rec: 0.092845, loss_semantic: 0.838034, loss_idmrf: 6.594568, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:28:16,826 - INFO - [Train] step: 77999, loss_mpn: 0.051616, loss_rec: 0.064969, loss_semantic: 0.788890, loss_idmrf: 5.643340, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:28:57,342 - INFO - [Eval] step: 77999, bce: 0.143541, psnr: 24.806479, ssim: 0.824055, lpips: 0.178407
2023-03-23 19:29:32,520 - INFO - [Train] step: 78099, loss_mpn: 0.049138, loss_rec: 0.080057, loss_semantic: 0.900862, loss_idmrf: 7.730754, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:30:05,102 - INFO - [Train] step: 78199, loss_mpn: 0.050740, loss_rec: 0.089276, loss_semantic: 0.953922, loss_idmrf: 8.113563, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:30:37,879 - INFO - [Train] step: 78299, loss_mpn: 0.056889, loss_rec: 0.049216, loss_semantic: 0.721374, loss_idmrf: 6.045345, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:31:10,632 - INFO - [Train] step: 78399, loss_mpn: 0.057152, loss_rec: 0.046175, loss_semantic: 0.598094, loss_idmrf: 8.240916, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:31:43,448 - INFO - [Train] step: 78499, loss_mpn: 0.066097, loss_rec: 0.101074, loss_semantic: 0.865227, loss_idmrf: 9.523696, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:32:16,208 - INFO - [Train] step: 78599, loss_mpn: 0.046559, loss_rec: 0.060647, loss_semantic: 0.748176, loss_idmrf: 8.144790, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:32:48,970 - INFO - [Train] step: 78699, loss_mpn: 0.031524, loss_rec: 0.049033, loss_semantic: 0.561389, loss_idmrf: 5.596814, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:33:21,750 - INFO - [Train] step: 78799, loss_mpn: 0.042665, loss_rec: 0.083981, loss_semantic: 0.910794, loss_idmrf: 8.965402, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:33:54,515 - INFO - [Train] step: 78899, loss_mpn: 0.086531, loss_rec: 0.036234, loss_semantic: 0.556504, loss_idmrf: 5.060828, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:34:27,280 - INFO - [Train] step: 78999, loss_mpn: 0.109021, loss_rec: 0.074350, loss_semantic: 0.941703, loss_idmrf: 10.358588, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:35:07,696 - INFO - [Eval] step: 78999, bce: 0.134264, psnr: 24.959433, ssim: 0.829987, lpips: 0.175403
2023-03-23 19:35:42,698 - INFO - [Train] step: 79099, loss_mpn: 0.032200, loss_rec: 0.039456, loss_semantic: 0.602905, loss_idmrf: 4.461406, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:36:15,370 - INFO - [Train] step: 79199, loss_mpn: 0.068785, loss_rec: 0.067489, loss_semantic: 0.785078, loss_idmrf: 7.760495, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:36:47,942 - INFO - [Train] step: 79299, loss_mpn: 0.055412, loss_rec: 0.072954, loss_semantic: 0.752347, loss_idmrf: 6.640727, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:37:20,490 - INFO - [Train] step: 79399, loss_mpn: 0.045253, loss_rec: 0.072673, loss_semantic: 0.836101, loss_idmrf: 11.400919, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:37:53,071 - INFO - [Train] step: 79499, loss_mpn: 0.105073, loss_rec: 0.069678, loss_semantic: 0.861696, loss_idmrf: 11.176627, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:38:25,609 - INFO - [Train] step: 79599, loss_mpn: 0.052285, loss_rec: 0.049792, loss_semantic: 0.654021, loss_idmrf: 9.641878, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:38:58,140 - INFO - [Train] step: 79699, loss_mpn: 0.083092, loss_rec: 0.100494, loss_semantic: 1.079260, loss_idmrf: 9.785263, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:39:30,648 - INFO - [Train] step: 79799, loss_mpn: 0.024673, loss_rec: 0.060630, loss_semantic: 0.659719, loss_idmrf: 9.015660, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:40:03,232 - INFO - [Train] step: 79899, loss_mpn: 0.041763, loss_rec: 0.095894, loss_semantic: 0.978293, loss_idmrf: 11.412914, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:40:35,845 - INFO - [Train] step: 79999, loss_mpn: 0.113110, loss_rec: 0.040877, loss_semantic: 0.524518, loss_idmrf: 6.102807, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:41:16,415 - INFO - [Eval] step: 79999, bce: 0.151735, psnr: 24.804848, ssim: 0.826188, lpips: 0.176701
2023-03-23 19:41:51,527 - INFO - [Train] step: 80099, loss_mpn: 0.074956, loss_rec: 0.059495, loss_semantic: 0.661604, loss_idmrf: 8.144562, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:42:24,075 - INFO - [Train] step: 80199, loss_mpn: 0.041695, loss_rec: 0.064814, loss_semantic: 0.787498, loss_idmrf: 9.708481, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:42:56,695 - INFO - [Train] step: 80299, loss_mpn: 0.049407, loss_rec: 0.054118, loss_semantic: 0.625346, loss_idmrf: 6.388767, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:43:29,264 - INFO - [Train] step: 80399, loss_mpn: 0.097631, loss_rec: 0.064627, loss_semantic: 0.855382, loss_idmrf: 8.991022, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:44:01,851 - INFO - [Train] step: 80499, loss_mpn: 0.072343, loss_rec: 0.109125, loss_semantic: 0.925457, loss_idmrf: 10.961832, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:44:34,386 - INFO - [Train] step: 80599, loss_mpn: 0.040961, loss_rec: 0.048982, loss_semantic: 0.755474, loss_idmrf: 7.193059, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:45:06,897 - INFO - [Train] step: 80699, loss_mpn: 0.023209, loss_rec: 0.056963, loss_semantic: 0.614717, loss_idmrf: 4.765339, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:45:39,436 - INFO - [Train] step: 80799, loss_mpn: 0.059487, loss_rec: 0.085016, loss_semantic: 0.928680, loss_idmrf: 15.248310, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:46:12,151 - INFO - [Train] step: 80899, loss_mpn: 0.089922, loss_rec: 0.050897, loss_semantic: 0.720324, loss_idmrf: 7.739278, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:46:44,882 - INFO - [Train] step: 80999, loss_mpn: 0.057213, loss_rec: 0.064791, loss_semantic: 0.749804, loss_idmrf: 6.664824, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:47:25,429 - INFO - [Eval] step: 80999, bce: 0.130845, psnr: 25.009689, ssim: 0.830967, lpips: 0.176113
2023-03-23 19:48:00,467 - INFO - [Train] step: 81099, loss_mpn: 0.061034, loss_rec: 0.071188, loss_semantic: 0.795667, loss_idmrf: 9.676498, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:48:33,100 - INFO - [Train] step: 81199, loss_mpn: 0.044109, loss_rec: 0.072444, loss_semantic: 0.787203, loss_idmrf: 8.956285, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:49:05,828 - INFO - [Train] step: 81299, loss_mpn: 0.028892, loss_rec: 0.057568, loss_semantic: 0.700350, loss_idmrf: 8.539945, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:49:38,551 - INFO - [Train] step: 81399, loss_mpn: 0.026645, loss_rec: 0.047625, loss_semantic: 0.589757, loss_idmrf: 6.039286, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:50:11,251 - INFO - [Train] step: 81499, loss_mpn: 0.061487, loss_rec: 0.060022, loss_semantic: 0.744473, loss_idmrf: 6.480082, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:50:44,007 - INFO - [Train] step: 81599, loss_mpn: 0.047309, loss_rec: 0.074808, loss_semantic: 0.892508, loss_idmrf: 8.854351, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:51:16,759 - INFO - [Train] step: 81699, loss_mpn: 0.036800, loss_rec: 0.051659, loss_semantic: 0.684337, loss_idmrf: 7.398927, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:51:49,465 - INFO - [Train] step: 81799, loss_mpn: 0.027351, loss_rec: 0.033092, loss_semantic: 0.443200, loss_idmrf: 4.190188, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:52:22,161 - INFO - [Train] step: 81899, loss_mpn: 0.029292, loss_rec: 0.076165, loss_semantic: 0.773716, loss_idmrf: 9.571350, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:52:54,892 - INFO - [Train] step: 81999, loss_mpn: 0.072109, loss_rec: 0.082541, loss_semantic: 0.822317, loss_idmrf: 10.179699, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:53:35,858 - INFO - [Eval] step: 81999, bce: 0.131144, psnr: 25.005846, ssim: 0.830127, lpips: 0.177661
2023-03-23 19:54:10,904 - INFO - [Train] step: 82099, loss_mpn: 0.029589, loss_rec: 0.073471, loss_semantic: 0.858201, loss_idmrf: 7.911575, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:54:43,503 - INFO - [Train] step: 82199, loss_mpn: 0.058433, loss_rec: 0.080680, loss_semantic: 0.899604, loss_idmrf: 9.589088, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:55:16,074 - INFO - [Train] step: 82299, loss_mpn: 0.027909, loss_rec: 0.071565, loss_semantic: 0.739069, loss_idmrf: 9.871239, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:55:48,827 - INFO - [Train] step: 82399, loss_mpn: 0.177579, loss_rec: 0.061746, loss_semantic: 0.722671, loss_idmrf: 8.210109, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:56:21,557 - INFO - [Train] step: 82499, loss_mpn: 0.026370, loss_rec: 0.065362, loss_semantic: 0.627876, loss_idmrf: 8.187643, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:56:54,265 - INFO - [Train] step: 82599, loss_mpn: 0.034247, loss_rec: 0.100145, loss_semantic: 0.865831, loss_idmrf: 14.276934, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:57:27,047 - INFO - [Train] step: 82699, loss_mpn: 0.092279, loss_rec: 0.088512, loss_semantic: 0.965446, loss_idmrf: 12.199511, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:57:59,816 - INFO - [Train] step: 82799, loss_mpn: 0.028284, loss_rec: 0.037379, loss_semantic: 0.560531, loss_idmrf: 5.282866, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:58:32,593 - INFO - [Train] step: 82899, loss_mpn: 0.036356, loss_rec: 0.056748, loss_semantic: 0.731907, loss_idmrf: 6.280120, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:59:05,395 - INFO - [Train] step: 82999, loss_mpn: 0.048391, loss_rec: 0.060494, loss_semantic: 0.742850, loss_idmrf: 15.316980, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 19:59:46,393 - INFO - [Eval] step: 82999, bce: 0.131992, psnr: 24.865019, ssim: 0.832458, lpips: 0.172810
2023-03-23 20:00:21,542 - INFO - [Train] step: 83099, loss_mpn: 0.079314, loss_rec: 0.094898, loss_semantic: 1.080610, loss_idmrf: 12.061444, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:00:54,265 - INFO - [Train] step: 83199, loss_mpn: 0.043045, loss_rec: 0.035396, loss_semantic: 0.519389, loss_idmrf: 8.917725, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:01:27,027 - INFO - [Train] step: 83299, loss_mpn: 0.074000, loss_rec: 0.035016, loss_semantic: 0.547389, loss_idmrf: 8.759732, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:01:59,747 - INFO - [Train] step: 83399, loss_mpn: 0.028245, loss_rec: 0.117098, loss_semantic: 0.924492, loss_idmrf: 11.429883, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:02:32,519 - INFO - [Train] step: 83499, loss_mpn: 0.083067, loss_rec: 0.067659, loss_semantic: 0.859792, loss_idmrf: 9.831753, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:03:05,270 - INFO - [Train] step: 83599, loss_mpn: 0.057017, loss_rec: 0.078970, loss_semantic: 0.766798, loss_idmrf: 6.631795, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:03:37,887 - INFO - [Train] step: 83699, loss_mpn: 0.071439, loss_rec: 0.055442, loss_semantic: 0.756054, loss_idmrf: 7.953567, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:04:10,452 - INFO - [Train] step: 83799, loss_mpn: 0.045700, loss_rec: 0.099473, loss_semantic: 0.957874, loss_idmrf: 10.680233, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:04:42,987 - INFO - [Train] step: 83899, loss_mpn: 0.040603, loss_rec: 0.047074, loss_semantic: 0.652971, loss_idmrf: 5.565545, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:05:15,638 - INFO - [Train] step: 83999, loss_mpn: 0.034119, loss_rec: 0.054688, loss_semantic: 0.662488, loss_idmrf: 8.974598, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:05:56,454 - INFO - [Eval] step: 83999, bce: 0.136019, psnr: 24.914677, ssim: 0.831468, lpips: 0.173581
2023-03-23 20:06:31,718 - INFO - [Train] step: 84099, loss_mpn: 0.034586, loss_rec: 0.048234, loss_semantic: 0.671929, loss_idmrf: 7.040240, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:07:04,291 - INFO - [Train] step: 84199, loss_mpn: 0.051756, loss_rec: 0.103206, loss_semantic: 0.994571, loss_idmrf: 9.456537, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:07:36,956 - INFO - [Train] step: 84299, loss_mpn: 0.059372, loss_rec: 0.065065, loss_semantic: 0.832635, loss_idmrf: 9.170132, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:08:09,647 - INFO - [Train] step: 84399, loss_mpn: 0.108265, loss_rec: 0.059229, loss_semantic: 0.735555, loss_idmrf: 9.656925, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:08:42,373 - INFO - [Train] step: 84499, loss_mpn: 0.035999, loss_rec: 0.049628, loss_semantic: 0.667156, loss_idmrf: 7.116773, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:09:15,130 - INFO - [Train] step: 84599, loss_mpn: 0.033324, loss_rec: 0.080352, loss_semantic: 0.703873, loss_idmrf: 8.217876, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:09:47,844 - INFO - [Train] step: 84699, loss_mpn: 0.060608, loss_rec: 0.078623, loss_semantic: 0.888300, loss_idmrf: 9.904146, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:10:20,611 - INFO - [Train] step: 84799, loss_mpn: 0.026054, loss_rec: 0.067192, loss_semantic: 0.779253, loss_idmrf: 8.366468, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:10:53,390 - INFO - [Train] step: 84899, loss_mpn: 0.027020, loss_rec: 0.070189, loss_semantic: 0.724828, loss_idmrf: 10.296719, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:11:26,107 - INFO - [Train] step: 84999, loss_mpn: 0.033902, loss_rec: 0.042360, loss_semantic: 0.583609, loss_idmrf: 5.208986, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:12:06,767 - INFO - [Eval] step: 84999, bce: 0.129067, psnr: 25.139196, ssim: 0.832565, lpips: 0.174051
2023-03-23 20:12:42,355 - INFO - [Train] step: 85099, loss_mpn: 0.026454, loss_rec: 0.044147, loss_semantic: 0.612988, loss_idmrf: 5.687331, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:13:14,978 - INFO - [Train] step: 85199, loss_mpn: 0.038634, loss_rec: 0.056326, loss_semantic: 0.576004, loss_idmrf: 5.133649, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:13:47,618 - INFO - [Train] step: 85299, loss_mpn: 0.060326, loss_rec: 0.099350, loss_semantic: 0.947934, loss_idmrf: 14.554163, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:14:20,321 - INFO - [Train] step: 85399, loss_mpn: 0.038718, loss_rec: 0.063258, loss_semantic: 0.722341, loss_idmrf: 9.461084, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:14:53,069 - INFO - [Train] step: 85499, loss_mpn: 0.082273, loss_rec: 0.061903, loss_semantic: 0.796937, loss_idmrf: 10.716434, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:15:25,663 - INFO - [Train] step: 85599, loss_mpn: 0.063578, loss_rec: 0.086086, loss_semantic: 0.914902, loss_idmrf: 12.534521, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:15:58,344 - INFO - [Train] step: 85699, loss_mpn: 0.033239, loss_rec: 0.039618, loss_semantic: 0.557591, loss_idmrf: 7.817149, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:16:31,047 - INFO - [Train] step: 85799, loss_mpn: 0.029540, loss_rec: 0.048880, loss_semantic: 0.691729, loss_idmrf: 7.473927, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:17:03,778 - INFO - [Train] step: 85899, loss_mpn: 0.040338, loss_rec: 0.038612, loss_semantic: 0.548889, loss_idmrf: 4.588539, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:17:36,403 - INFO - [Train] step: 85999, loss_mpn: 0.056815, loss_rec: 0.057266, loss_semantic: 0.756262, loss_idmrf: 10.009013, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:18:17,191 - INFO - [Eval] step: 85999, bce: 0.140554, psnr: 24.908356, ssim: 0.830652, lpips: 0.174848
2023-03-23 20:18:52,593 - INFO - [Train] step: 86099, loss_mpn: 0.068828, loss_rec: 0.061509, loss_semantic: 0.770502, loss_idmrf: 7.751296, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:19:25,277 - INFO - [Train] step: 86199, loss_mpn: 0.024328, loss_rec: 0.073001, loss_semantic: 0.723904, loss_idmrf: 7.249386, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:19:57,956 - INFO - [Train] step: 86299, loss_mpn: 0.024732, loss_rec: 0.032430, loss_semantic: 0.448445, loss_idmrf: 4.755808, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:20:30,540 - INFO - [Train] step: 86399, loss_mpn: 0.076969, loss_rec: 0.088101, loss_semantic: 0.985072, loss_idmrf: 8.671078, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:21:03,159 - INFO - [Train] step: 86499, loss_mpn: 0.057583, loss_rec: 0.085281, loss_semantic: 0.872567, loss_idmrf: 8.766319, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:21:35,841 - INFO - [Train] step: 86599, loss_mpn: 0.031781, loss_rec: 0.038636, loss_semantic: 0.518936, loss_idmrf: 5.674909, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:22:08,434 - INFO - [Train] step: 86699, loss_mpn: 0.036495, loss_rec: 0.076016, loss_semantic: 0.854364, loss_idmrf: 7.230368, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:22:41,063 - INFO - [Train] step: 86799, loss_mpn: 0.029676, loss_rec: 0.063819, loss_semantic: 0.659797, loss_idmrf: 7.596309, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:23:13,729 - INFO - [Train] step: 86899, loss_mpn: 0.038672, loss_rec: 0.056079, loss_semantic: 0.669845, loss_idmrf: 6.627868, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:23:46,413 - INFO - [Train] step: 86999, loss_mpn: 0.055527, loss_rec: 0.050600, loss_semantic: 0.661878, loss_idmrf: 7.345148, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:24:26,919 - INFO - [Eval] step: 86999, bce: 0.121576, psnr: 25.077196, ssim: 0.832620, lpips: 0.173843
2023-03-23 20:25:02,204 - INFO - [Train] step: 87099, loss_mpn: 0.048191, loss_rec: 0.054112, loss_semantic: 0.710109, loss_idmrf: 7.765821, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:25:34,961 - INFO - [Train] step: 87199, loss_mpn: 0.095499, loss_rec: 0.062357, loss_semantic: 0.784018, loss_idmrf: 7.038723, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:26:07,724 - INFO - [Train] step: 87299, loss_mpn: 0.036660, loss_rec: 0.075653, loss_semantic: 0.783322, loss_idmrf: 8.762814, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:26:40,456 - INFO - [Train] step: 87399, loss_mpn: 0.064957, loss_rec: 0.049323, loss_semantic: 0.668821, loss_idmrf: 5.970666, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:27:13,264 - INFO - [Train] step: 87499, loss_mpn: 0.066093, loss_rec: 0.132175, loss_semantic: 1.214997, loss_idmrf: 13.493196, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:27:46,012 - INFO - [Train] step: 87599, loss_mpn: 0.028527, loss_rec: 0.067264, loss_semantic: 0.771533, loss_idmrf: 6.941807, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:28:18,758 - INFO - [Train] step: 87699, loss_mpn: 0.042140, loss_rec: 0.089040, loss_semantic: 0.995967, loss_idmrf: 11.320272, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:28:51,425 - INFO - [Train] step: 87799, loss_mpn: 0.085748, loss_rec: 0.061424, loss_semantic: 0.791335, loss_idmrf: 12.113761, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:29:24,070 - INFO - [Train] step: 87899, loss_mpn: 0.059852, loss_rec: 0.041894, loss_semantic: 0.584641, loss_idmrf: 8.141951, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:29:56,753 - INFO - [Train] step: 87999, loss_mpn: 0.100094, loss_rec: 0.095023, loss_semantic: 0.936137, loss_idmrf: 11.281706, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:30:37,099 - INFO - [Eval] step: 87999, bce: 0.122127, psnr: 25.042034, ssim: 0.833265, lpips: 0.172991
2023-03-23 20:31:12,065 - INFO - [Train] step: 88099, loss_mpn: 0.050129, loss_rec: 0.064887, loss_semantic: 0.734342, loss_idmrf: 7.755495, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:31:44,577 - INFO - [Train] step: 88199, loss_mpn: 0.076367, loss_rec: 0.063513, loss_semantic: 0.783040, loss_idmrf: 8.878386, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:32:17,093 - INFO - [Train] step: 88299, loss_mpn: 0.040786, loss_rec: 0.062301, loss_semantic: 0.727937, loss_idmrf: 8.182422, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:32:49,546 - INFO - [Train] step: 88399, loss_mpn: 0.043350, loss_rec: 0.057902, loss_semantic: 0.679398, loss_idmrf: 5.270325, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:33:22,130 - INFO - [Train] step: 88499, loss_mpn: 0.071744, loss_rec: 0.111212, loss_semantic: 1.051182, loss_idmrf: 11.354536, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:33:54,687 - INFO - [Train] step: 88599, loss_mpn: 0.053446, loss_rec: 0.056416, loss_semantic: 0.656858, loss_idmrf: 8.526248, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:34:27,232 - INFO - [Train] step: 88699, loss_mpn: 0.031504, loss_rec: 0.043715, loss_semantic: 0.594031, loss_idmrf: 4.566508, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:34:59,809 - INFO - [Train] step: 88799, loss_mpn: 0.056874, loss_rec: 0.068569, loss_semantic: 0.900301, loss_idmrf: 9.603958, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:35:32,355 - INFO - [Train] step: 88899, loss_mpn: 0.036820, loss_rec: 0.074000, loss_semantic: 0.821097, loss_idmrf: 10.697079, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:36:05,015 - INFO - [Train] step: 88999, loss_mpn: 0.022455, loss_rec: 0.053696, loss_semantic: 0.626527, loss_idmrf: 5.175536, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:36:45,451 - INFO - [Eval] step: 88999, bce: 0.120545, psnr: 25.133856, ssim: 0.834492, lpips: 0.171188
2023-03-23 20:37:20,500 - INFO - [Train] step: 89099, loss_mpn: 0.036451, loss_rec: 0.064062, loss_semantic: 0.803113, loss_idmrf: 6.592419, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:37:53,255 - INFO - [Train] step: 89199, loss_mpn: 0.053602, loss_rec: 0.074214, loss_semantic: 0.861622, loss_idmrf: 12.010853, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:38:25,909 - INFO - [Train] step: 89299, loss_mpn: 0.108198, loss_rec: 0.073662, loss_semantic: 0.790759, loss_idmrf: 10.192799, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:38:58,659 - INFO - [Train] step: 89399, loss_mpn: 0.037070, loss_rec: 0.087680, loss_semantic: 0.897818, loss_idmrf: 14.025331, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:39:31,495 - INFO - [Train] step: 89499, loss_mpn: 0.053109, loss_rec: 0.058543, loss_semantic: 0.670778, loss_idmrf: 5.348750, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:40:04,418 - INFO - [Train] step: 89599, loss_mpn: 0.037090, loss_rec: 0.073541, loss_semantic: 0.806764, loss_idmrf: 9.053560, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:40:37,275 - INFO - [Train] step: 89699, loss_mpn: 0.057007, loss_rec: 0.047894, loss_semantic: 0.659879, loss_idmrf: 7.985694, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:41:09,945 - INFO - [Train] step: 89799, loss_mpn: 0.030849, loss_rec: 0.084518, loss_semantic: 0.721676, loss_idmrf: 8.959852, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:41:42,610 - INFO - [Train] step: 89899, loss_mpn: 0.073309, loss_rec: 0.071844, loss_semantic: 0.870019, loss_idmrf: 11.351515, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:42:15,206 - INFO - [Train] step: 89999, loss_mpn: 0.051453, loss_rec: 0.050992, loss_semantic: 0.701686, loss_idmrf: 8.443047, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:42:55,642 - INFO - [Eval] step: 89999, bce: 0.127301, psnr: 24.881142, ssim: 0.833839, lpips: 0.169707
2023-03-23 20:43:30,743 - INFO - [Train] step: 90099, loss_mpn: 0.025720, loss_rec: 0.046184, loss_semantic: 0.582462, loss_idmrf: 7.690836, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:44:03,420 - INFO - [Train] step: 90199, loss_mpn: 0.047606, loss_rec: 0.100988, loss_semantic: 0.948135, loss_idmrf: 12.272086, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:44:36,048 - INFO - [Train] step: 90299, loss_mpn: 0.058338, loss_rec: 0.066030, loss_semantic: 0.789820, loss_idmrf: 8.756998, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:45:08,773 - INFO - [Train] step: 90399, loss_mpn: 0.034842, loss_rec: 0.025516, loss_semantic: 0.412922, loss_idmrf: 6.818189, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:45:41,460 - INFO - [Train] step: 90499, loss_mpn: 0.023960, loss_rec: 0.038678, loss_semantic: 0.563964, loss_idmrf: 3.953943, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:46:14,210 - INFO - [Train] step: 90599, loss_mpn: 0.069655, loss_rec: 0.054954, loss_semantic: 0.784244, loss_idmrf: 10.299918, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:46:46,961 - INFO - [Train] step: 90699, loss_mpn: 0.027458, loss_rec: 0.042410, loss_semantic: 0.611283, loss_idmrf: 4.539002, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:47:19,721 - INFO - [Train] step: 90799, loss_mpn: 0.045112, loss_rec: 0.081269, loss_semantic: 0.930559, loss_idmrf: 10.245390, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:47:52,527 - INFO - [Train] step: 90899, loss_mpn: 0.039485, loss_rec: 0.091416, loss_semantic: 0.897493, loss_idmrf: 11.742457, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:48:25,300 - INFO - [Train] step: 90999, loss_mpn: 0.029121, loss_rec: 0.048650, loss_semantic: 0.600997, loss_idmrf: 6.190968, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:49:05,912 - INFO - [Eval] step: 90999, bce: 0.127739, psnr: 25.198996, ssim: 0.832425, lpips: 0.173641
2023-03-23 20:49:41,148 - INFO - [Train] step: 91099, loss_mpn: 0.075058, loss_rec: 0.074812, loss_semantic: 0.857107, loss_idmrf: 9.893496, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:50:13,911 - INFO - [Train] step: 91199, loss_mpn: 0.163630, loss_rec: 0.077936, loss_semantic: 0.900777, loss_idmrf: 11.215278, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:50:46,739 - INFO - [Train] step: 91299, loss_mpn: 0.084248, loss_rec: 0.052494, loss_semantic: 0.782054, loss_idmrf: 9.306198, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:51:19,546 - INFO - [Train] step: 91399, loss_mpn: 0.092897, loss_rec: 0.045112, loss_semantic: 0.613416, loss_idmrf: 6.018113, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:51:52,313 - INFO - [Train] step: 91499, loss_mpn: 0.036272, loss_rec: 0.048724, loss_semantic: 0.621571, loss_idmrf: 8.669853, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:52:25,078 - INFO - [Train] step: 91599, loss_mpn: 0.038561, loss_rec: 0.033554, loss_semantic: 0.514107, loss_idmrf: 3.805155, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:52:57,863 - INFO - [Train] step: 91699, loss_mpn: 0.039154, loss_rec: 0.038476, loss_semantic: 0.578425, loss_idmrf: 4.949780, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:53:30,663 - INFO - [Train] step: 91799, loss_mpn: 0.034505, loss_rec: 0.070040, loss_semantic: 0.769322, loss_idmrf: 12.646746, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:54:03,432 - INFO - [Train] step: 91899, loss_mpn: 0.067236, loss_rec: 0.052705, loss_semantic: 0.732405, loss_idmrf: 13.278134, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:54:36,273 - INFO - [Train] step: 91999, loss_mpn: 0.018810, loss_rec: 0.052471, loss_semantic: 0.602409, loss_idmrf: 7.659239, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:55:16,934 - INFO - [Eval] step: 91999, bce: 0.123877, psnr: 25.017784, ssim: 0.834142, lpips: 0.173002
2023-03-23 20:55:52,250 - INFO - [Train] step: 92099, loss_mpn: 0.087043, loss_rec: 0.070205, loss_semantic: 0.816831, loss_idmrf: 8.467781, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:56:25,030 - INFO - [Train] step: 92199, loss_mpn: 0.046852, loss_rec: 0.053841, loss_semantic: 0.700130, loss_idmrf: 7.775919, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:56:57,888 - INFO - [Train] step: 92299, loss_mpn: 0.031286, loss_rec: 0.059048, loss_semantic: 0.654307, loss_idmrf: 7.268688, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:57:30,730 - INFO - [Train] step: 92399, loss_mpn: 0.046537, loss_rec: 0.059125, loss_semantic: 0.671317, loss_idmrf: 7.088453, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:58:03,547 - INFO - [Train] step: 92499, loss_mpn: 0.080852, loss_rec: 0.076867, loss_semantic: 0.870652, loss_idmrf: 12.626459, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:58:36,418 - INFO - [Train] step: 92599, loss_mpn: 0.064753, loss_rec: 0.067798, loss_semantic: 0.798798, loss_idmrf: 6.554481, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:59:09,342 - INFO - [Train] step: 92699, loss_mpn: 0.023981, loss_rec: 0.066282, loss_semantic: 0.645940, loss_idmrf: 8.675252, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 20:59:42,141 - INFO - [Train] step: 92799, loss_mpn: 0.016635, loss_rec: 0.062405, loss_semantic: 0.640845, loss_idmrf: 8.664687, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:00:14,945 - INFO - [Train] step: 92899, loss_mpn: 0.046179, loss_rec: 0.036122, loss_semantic: 0.471190, loss_idmrf: 3.174561, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:00:47,833 - INFO - [Train] step: 92999, loss_mpn: 0.024885, loss_rec: 0.044138, loss_semantic: 0.619010, loss_idmrf: 6.369385, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:01:28,499 - INFO - [Eval] step: 92999, bce: 0.115924, psnr: 25.091732, ssim: 0.834424, lpips: 0.173595
2023-03-23 21:02:03,738 - INFO - [Train] step: 93099, loss_mpn: 0.030621, loss_rec: 0.049718, loss_semantic: 0.632330, loss_idmrf: 5.157719, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:02:36,460 - INFO - [Train] step: 93199, loss_mpn: 0.042646, loss_rec: 0.107158, loss_semantic: 1.121743, loss_idmrf: 11.503173, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:03:09,357 - INFO - [Train] step: 93299, loss_mpn: 0.146167, loss_rec: 0.107251, loss_semantic: 0.897488, loss_idmrf: 10.534967, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:03:42,270 - INFO - [Train] step: 93399, loss_mpn: 0.039927, loss_rec: 0.109330, loss_semantic: 1.084708, loss_idmrf: 11.124968, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:04:15,089 - INFO - [Train] step: 93499, loss_mpn: 0.041760, loss_rec: 0.040136, loss_semantic: 0.576497, loss_idmrf: 7.877867, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:04:47,936 - INFO - [Train] step: 93599, loss_mpn: 0.026595, loss_rec: 0.050159, loss_semantic: 0.632019, loss_idmrf: 4.594600, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:05:20,810 - INFO - [Train] step: 93699, loss_mpn: 0.082338, loss_rec: 0.083032, loss_semantic: 0.930565, loss_idmrf: 10.953101, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:05:53,660 - INFO - [Train] step: 93799, loss_mpn: 0.175096, loss_rec: 0.112043, loss_semantic: 0.995233, loss_idmrf: 13.283453, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:06:26,488 - INFO - [Train] step: 93899, loss_mpn: 0.023930, loss_rec: 0.053987, loss_semantic: 0.713611, loss_idmrf: 11.281050, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:06:59,290 - INFO - [Train] step: 93999, loss_mpn: 0.069629, loss_rec: 0.045925, loss_semantic: 0.627484, loss_idmrf: 8.639647, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:07:39,867 - INFO - [Eval] step: 93999, bce: 0.121751, psnr: 25.194206, ssim: 0.833476, lpips: 0.170209
2023-03-23 21:08:15,182 - INFO - [Train] step: 94099, loss_mpn: 0.074121, loss_rec: 0.081261, loss_semantic: 0.847206, loss_idmrf: 8.749796, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:08:48,052 - INFO - [Train] step: 94199, loss_mpn: 0.036178, loss_rec: 0.084218, loss_semantic: 0.886457, loss_idmrf: 6.811931, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:09:20,982 - INFO - [Train] step: 94299, loss_mpn: 0.013468, loss_rec: 0.037088, loss_semantic: 0.474235, loss_idmrf: 2.517713, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:09:53,978 - INFO - [Train] step: 94399, loss_mpn: 0.028398, loss_rec: 0.077000, loss_semantic: 0.778122, loss_idmrf: 8.408527, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:10:26,827 - INFO - [Train] step: 94499, loss_mpn: 0.056620, loss_rec: 0.056352, loss_semantic: 0.685626, loss_idmrf: 10.829455, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:10:59,632 - INFO - [Train] step: 94599, loss_mpn: 0.205411, loss_rec: 0.072301, loss_semantic: 0.877414, loss_idmrf: 12.075300, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:11:32,588 - INFO - [Train] step: 94699, loss_mpn: 0.046002, loss_rec: 0.074636, loss_semantic: 0.750127, loss_idmrf: 8.175005, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:12:05,458 - INFO - [Train] step: 94799, loss_mpn: 0.041640, loss_rec: 0.086116, loss_semantic: 0.885756, loss_idmrf: 8.678839, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:12:38,462 - INFO - [Train] step: 94899, loss_mpn: 0.028799, loss_rec: 0.028633, loss_semantic: 0.464286, loss_idmrf: 3.595981, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:13:11,428 - INFO - [Train] step: 94999, loss_mpn: 0.044338, loss_rec: 0.037608, loss_semantic: 0.561944, loss_idmrf: 6.289929, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:13:52,443 - INFO - [Eval] step: 94999, bce: 0.111831, psnr: 25.212761, ssim: 0.835441, lpips: 0.173000
2023-03-23 21:14:27,905 - INFO - [Train] step: 95099, loss_mpn: 0.064558, loss_rec: 0.046326, loss_semantic: 0.576033, loss_idmrf: 6.851971, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:15:00,729 - INFO - [Train] step: 95199, loss_mpn: 0.082476, loss_rec: 0.083753, loss_semantic: 0.858257, loss_idmrf: 8.360106, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:15:33,636 - INFO - [Train] step: 95299, loss_mpn: 0.036551, loss_rec: 0.082547, loss_semantic: 0.843630, loss_idmrf: 7.775277, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:16:06,535 - INFO - [Train] step: 95399, loss_mpn: 0.110091, loss_rec: 0.075594, loss_semantic: 0.903395, loss_idmrf: 10.858340, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:16:39,410 - INFO - [Train] step: 95499, loss_mpn: 0.072532, loss_rec: 0.070609, loss_semantic: 0.855295, loss_idmrf: 8.904978, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:17:12,355 - INFO - [Train] step: 95599, loss_mpn: 0.040597, loss_rec: 0.108659, loss_semantic: 0.962642, loss_idmrf: 10.131552, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:17:45,313 - INFO - [Train] step: 95699, loss_mpn: 0.053856, loss_rec: 0.049013, loss_semantic: 0.634383, loss_idmrf: 8.540133, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:18:18,268 - INFO - [Train] step: 95799, loss_mpn: 0.036223, loss_rec: 0.083145, loss_semantic: 0.804032, loss_idmrf: 8.391769, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:18:51,129 - INFO - [Train] step: 95899, loss_mpn: 0.023531, loss_rec: 0.037887, loss_semantic: 0.518390, loss_idmrf: 6.415782, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:19:24,023 - INFO - [Train] step: 95999, loss_mpn: 0.101701, loss_rec: 0.100999, loss_semantic: 0.965469, loss_idmrf: 11.140192, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:20:04,808 - INFO - [Eval] step: 95999, bce: 0.116276, psnr: 25.236584, ssim: 0.835184, lpips: 0.169584
2023-03-23 21:20:40,092 - INFO - [Train] step: 96099, loss_mpn: 0.043188, loss_rec: 0.036441, loss_semantic: 0.525891, loss_idmrf: 6.013883, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:21:12,981 - INFO - [Train] step: 96199, loss_mpn: 0.066660, loss_rec: 0.054306, loss_semantic: 0.693060, loss_idmrf: 7.505670, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:21:45,859 - INFO - [Train] step: 96299, loss_mpn: 0.029279, loss_rec: 0.045620, loss_semantic: 0.611242, loss_idmrf: 7.142313, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:22:18,717 - INFO - [Train] step: 96399, loss_mpn: 0.057658, loss_rec: 0.059893, loss_semantic: 0.715651, loss_idmrf: 7.156292, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:22:51,491 - INFO - [Train] step: 96499, loss_mpn: 0.090452, loss_rec: 0.082412, loss_semantic: 0.782845, loss_idmrf: 11.222306, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:23:24,257 - INFO - [Train] step: 96599, loss_mpn: 0.050248, loss_rec: 0.072417, loss_semantic: 0.776363, loss_idmrf: 11.587637, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:23:57,026 - INFO - [Train] step: 96699, loss_mpn: 0.054202, loss_rec: 0.066916, loss_semantic: 0.760126, loss_idmrf: 6.978621, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:24:29,772 - INFO - [Train] step: 96799, loss_mpn: 0.042140, loss_rec: 0.067407, loss_semantic: 0.784873, loss_idmrf: 7.375747, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:25:02,537 - INFO - [Train] step: 96899, loss_mpn: 0.022918, loss_rec: 0.064067, loss_semantic: 0.756035, loss_idmrf: 9.561814, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:25:35,372 - INFO - [Train] step: 96999, loss_mpn: 0.025978, loss_rec: 0.070707, loss_semantic: 0.750154, loss_idmrf: 9.840105, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:26:15,967 - INFO - [Eval] step: 96999, bce: 0.113987, psnr: 25.264729, ssim: 0.837183, lpips: 0.171040
2023-03-23 21:26:51,289 - INFO - [Train] step: 97099, loss_mpn: 0.030081, loss_rec: 0.047459, loss_semantic: 0.630747, loss_idmrf: 10.023006, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:27:24,033 - INFO - [Train] step: 97199, loss_mpn: 0.042205, loss_rec: 0.068431, loss_semantic: 0.772884, loss_idmrf: 7.549448, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:27:56,825 - INFO - [Train] step: 97299, loss_mpn: 0.033452, loss_rec: 0.042120, loss_semantic: 0.584767, loss_idmrf: 8.301313, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:28:29,596 - INFO - [Train] step: 97399, loss_mpn: 0.063434, loss_rec: 0.075600, loss_semantic: 0.821167, loss_idmrf: 7.773051, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:29:02,476 - INFO - [Train] step: 97499, loss_mpn: 0.048794, loss_rec: 0.081192, loss_semantic: 0.816532, loss_idmrf: 8.583176, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:29:35,331 - INFO - [Train] step: 97599, loss_mpn: 0.051440, loss_rec: 0.080867, loss_semantic: 0.812101, loss_idmrf: 9.953745, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:30:08,149 - INFO - [Train] step: 97699, loss_mpn: 0.055301, loss_rec: 0.088074, loss_semantic: 0.982919, loss_idmrf: 13.250579, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:30:40,920 - INFO - [Train] step: 97799, loss_mpn: 0.055845, loss_rec: 0.058019, loss_semantic: 0.706702, loss_idmrf: 6.141575, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:31:13,758 - INFO - [Train] step: 97899, loss_mpn: 0.041516, loss_rec: 0.046922, loss_semantic: 0.559458, loss_idmrf: 11.459602, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:31:46,593 - INFO - [Train] step: 97999, loss_mpn: 0.036653, loss_rec: 0.055363, loss_semantic: 0.624050, loss_idmrf: 6.279216, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:32:27,267 - INFO - [Eval] step: 97999, bce: 0.123343, psnr: 24.968330, ssim: 0.836191, lpips: 0.170866
2023-03-23 21:33:02,538 - INFO - [Train] step: 98099, loss_mpn: 0.032375, loss_rec: 0.116387, loss_semantic: 1.101800, loss_idmrf: 11.615189, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:33:35,253 - INFO - [Train] step: 98199, loss_mpn: 0.064905, loss_rec: 0.074010, loss_semantic: 0.871303, loss_idmrf: 8.424040, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:34:08,058 - INFO - [Train] step: 98299, loss_mpn: 0.042592, loss_rec: 0.072349, loss_semantic: 0.880391, loss_idmrf: 8.307444, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:34:40,676 - INFO - [Train] step: 98399, loss_mpn: 0.049338, loss_rec: 0.083327, loss_semantic: 0.854082, loss_idmrf: 8.132487, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:35:13,399 - INFO - [Train] step: 98499, loss_mpn: 0.039259, loss_rec: 0.060365, loss_semantic: 0.756458, loss_idmrf: 9.477436, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:35:46,174 - INFO - [Train] step: 98599, loss_mpn: 0.056574, loss_rec: 0.050967, loss_semantic: 0.754047, loss_idmrf: 8.445391, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:36:18,943 - INFO - [Train] step: 98699, loss_mpn: 0.053230, loss_rec: 0.040135, loss_semantic: 0.542497, loss_idmrf: 4.203908, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:36:51,685 - INFO - [Train] step: 98799, loss_mpn: 0.082522, loss_rec: 0.057472, loss_semantic: 0.696947, loss_idmrf: 12.159718, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:37:24,454 - INFO - [Train] step: 98899, loss_mpn: 0.054283, loss_rec: 0.117612, loss_semantic: 1.099771, loss_idmrf: 11.615082, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:37:57,358 - INFO - [Train] step: 98999, loss_mpn: 0.075628, loss_rec: 0.088158, loss_semantic: 0.868467, loss_idmrf: 8.544290, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:38:38,048 - INFO - [Eval] step: 98999, bce: 0.117007, psnr: 25.158274, ssim: 0.835612, lpips: 0.171858
2023-03-23 21:39:13,375 - INFO - [Train] step: 99099, loss_mpn: 0.034366, loss_rec: 0.055193, loss_semantic: 0.660708, loss_idmrf: 6.203781, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:39:46,126 - INFO - [Train] step: 99199, loss_mpn: 0.044645, loss_rec: 0.047610, loss_semantic: 0.615357, loss_idmrf: 8.859583, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:40:18,972 - INFO - [Train] step: 99299, loss_mpn: 0.071880, loss_rec: 0.078752, loss_semantic: 0.787242, loss_idmrf: 9.960637, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:40:51,936 - INFO - [Train] step: 99399, loss_mpn: 0.099436, loss_rec: 0.094853, loss_semantic: 0.994470, loss_idmrf: 13.731765, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:41:24,832 - INFO - [Train] step: 99499, loss_mpn: 0.064381, loss_rec: 0.066995, loss_semantic: 0.813512, loss_idmrf: 12.087330, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:41:57,697 - INFO - [Train] step: 99599, loss_mpn: 0.046314, loss_rec: 0.057735, loss_semantic: 0.743379, loss_idmrf: 8.822023, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:42:30,454 - INFO - [Train] step: 99699, loss_mpn: 0.078687, loss_rec: 0.053953, loss_semantic: 0.743026, loss_idmrf: 9.607840, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:43:03,222 - INFO - [Train] step: 99799, loss_mpn: 0.077125, loss_rec: 0.066325, loss_semantic: 0.874122, loss_idmrf: 9.454792, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:43:35,762 - INFO - [Train] step: 99899, loss_mpn: 0.043781, loss_rec: 0.050796, loss_semantic: 0.695918, loss_idmrf: 7.830404, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:44:08,447 - INFO - [Train] step: 99999, loss_mpn: 0.038879, loss_rec: 0.061191, loss_semantic: 0.685046, loss_idmrf: 6.903998, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:44:48,833 - INFO - [Eval] step: 99999, bce: 0.110102, psnr: 25.291204, ssim: 0.837520, lpips: 0.170345
2023-03-23 21:45:23,797 - INFO - [Train] step: 100099, loss_mpn: 0.022591, loss_rec: 0.070233, loss_semantic: 0.696814, loss_idmrf: 10.671416, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:45:56,356 - INFO - [Train] step: 100199, loss_mpn: 0.070370, loss_rec: 0.104318, loss_semantic: 0.998192, loss_idmrf: 11.364035, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:46:29,070 - INFO - [Train] step: 100299, loss_mpn: 0.106118, loss_rec: 0.106163, loss_semantic: 0.878631, loss_idmrf: 9.239077, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:47:01,748 - INFO - [Train] step: 100399, loss_mpn: 0.030864, loss_rec: 0.056634, loss_semantic: 0.673004, loss_idmrf: 6.644600, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:47:34,438 - INFO - [Train] step: 100499, loss_mpn: 0.055202, loss_rec: 0.090025, loss_semantic: 0.930212, loss_idmrf: 12.783541, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:48:07,262 - INFO - [Train] step: 100599, loss_mpn: 0.037984, loss_rec: 0.067712, loss_semantic: 0.877991, loss_idmrf: 11.093243, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:48:40,098 - INFO - [Train] step: 100699, loss_mpn: 0.025819, loss_rec: 0.047654, loss_semantic: 0.595688, loss_idmrf: 4.142583, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:49:12,817 - INFO - [Train] step: 100799, loss_mpn: 0.030995, loss_rec: 0.067944, loss_semantic: 0.688780, loss_idmrf: 9.182402, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:49:45,545 - INFO - [Train] step: 100899, loss_mpn: 0.075341, loss_rec: 0.083190, loss_semantic: 0.850101, loss_idmrf: 11.422651, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:50:18,165 - INFO - [Train] step: 100999, loss_mpn: 0.031632, loss_rec: 0.094474, loss_semantic: 0.819034, loss_idmrf: 9.686452, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:50:58,406 - INFO - [Eval] step: 100999, bce: 0.110913, psnr: 25.267113, ssim: 0.836989, lpips: 0.170972
2023-03-23 21:51:33,427 - INFO - [Train] step: 101099, loss_mpn: 0.039751, loss_rec: 0.082400, loss_semantic: 1.005065, loss_idmrf: 11.574661, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:52:06,001 - INFO - [Train] step: 101199, loss_mpn: 0.048571, loss_rec: 0.054764, loss_semantic: 0.733181, loss_idmrf: 7.256343, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:52:38,676 - INFO - [Train] step: 101299, loss_mpn: 0.047749, loss_rec: 0.079374, loss_semantic: 0.880475, loss_idmrf: 8.469644, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:53:11,388 - INFO - [Train] step: 101399, loss_mpn: 0.027801, loss_rec: 0.073910, loss_semantic: 0.804391, loss_idmrf: 7.946830, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:53:44,090 - INFO - [Train] step: 101499, loss_mpn: 0.035705, loss_rec: 0.055983, loss_semantic: 0.662923, loss_idmrf: 8.884220, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:54:16,814 - INFO - [Train] step: 101599, loss_mpn: 0.033829, loss_rec: 0.040186, loss_semantic: 0.534704, loss_idmrf: 6.998109, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:54:49,551 - INFO - [Train] step: 101699, loss_mpn: 0.044858, loss_rec: 0.049317, loss_semantic: 0.699674, loss_idmrf: 7.497913, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:55:22,070 - INFO - [Train] step: 101799, loss_mpn: 0.035536, loss_rec: 0.074174, loss_semantic: 0.867325, loss_idmrf: 9.592094, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:55:54,567 - INFO - [Train] step: 101899, loss_mpn: 0.039679, loss_rec: 0.086519, loss_semantic: 0.917265, loss_idmrf: 8.118807, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:56:26,954 - INFO - [Train] step: 101999, loss_mpn: 0.046602, loss_rec: 0.043492, loss_semantic: 0.632840, loss_idmrf: 8.308582, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:57:07,170 - INFO - [Eval] step: 101999, bce: 0.109971, psnr: 25.167011, ssim: 0.834272, lpips: 0.167056
2023-03-23 21:57:41,990 - INFO - [Train] step: 102099, loss_mpn: 0.062381, loss_rec: 0.093275, loss_semantic: 0.876145, loss_idmrf: 9.893816, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:58:14,329 - INFO - [Train] step: 102199, loss_mpn: 0.054104, loss_rec: 0.055529, loss_semantic: 0.623966, loss_idmrf: 7.450402, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:58:46,791 - INFO - [Train] step: 102299, loss_mpn: 0.030598, loss_rec: 0.043107, loss_semantic: 0.592980, loss_idmrf: 6.635580, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:59:19,312 - INFO - [Train] step: 102399, loss_mpn: 0.024359, loss_rec: 0.087289, loss_semantic: 0.890765, loss_idmrf: 9.731181, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 21:59:51,818 - INFO - [Train] step: 102499, loss_mpn: 0.025655, loss_rec: 0.063492, loss_semantic: 0.686464, loss_idmrf: 4.780365, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:00:24,346 - INFO - [Train] step: 102599, loss_mpn: 0.050630, loss_rec: 0.129616, loss_semantic: 1.137996, loss_idmrf: 9.895719, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:00:57,047 - INFO - [Train] step: 102699, loss_mpn: 0.036792, loss_rec: 0.030030, loss_semantic: 0.485719, loss_idmrf: 2.154739, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:01:29,468 - INFO - [Train] step: 102799, loss_mpn: 0.060069, loss_rec: 0.070454, loss_semantic: 0.720628, loss_idmrf: 7.122052, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:02:01,919 - INFO - [Train] step: 102899, loss_mpn: 0.040884, loss_rec: 0.074013, loss_semantic: 0.727314, loss_idmrf: 8.091171, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:02:34,387 - INFO - [Train] step: 102999, loss_mpn: 0.023904, loss_rec: 0.093575, loss_semantic: 0.828700, loss_idmrf: 11.326560, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:03:14,549 - INFO - [Eval] step: 102999, bce: 0.109897, psnr: 25.168617, ssim: 0.837546, lpips: 0.168649
2023-03-23 22:03:49,542 - INFO - [Train] step: 103099, loss_mpn: 0.041281, loss_rec: 0.049984, loss_semantic: 0.635158, loss_idmrf: 5.399204, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:04:22,016 - INFO - [Train] step: 103199, loss_mpn: 0.022553, loss_rec: 0.054403, loss_semantic: 0.651284, loss_idmrf: 7.682095, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:04:54,566 - INFO - [Train] step: 103299, loss_mpn: 0.051183, loss_rec: 0.078268, loss_semantic: 0.773212, loss_idmrf: 8.491686, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:05:27,051 - INFO - [Train] step: 103399, loss_mpn: 0.070391, loss_rec: 0.068977, loss_semantic: 0.877734, loss_idmrf: 11.257393, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:05:59,564 - INFO - [Train] step: 103499, loss_mpn: 0.022858, loss_rec: 0.089851, loss_semantic: 0.869531, loss_idmrf: 9.958454, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:06:32,089 - INFO - [Train] step: 103599, loss_mpn: 0.072484, loss_rec: 0.073587, loss_semantic: 0.769719, loss_idmrf: 8.161467, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:07:04,731 - INFO - [Train] step: 103699, loss_mpn: 0.078935, loss_rec: 0.071671, loss_semantic: 0.752461, loss_idmrf: 9.293905, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:07:37,327 - INFO - [Train] step: 103799, loss_mpn: 0.019247, loss_rec: 0.041525, loss_semantic: 0.494667, loss_idmrf: 4.711987, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:08:09,904 - INFO - [Train] step: 103899, loss_mpn: 0.023194, loss_rec: 0.047781, loss_semantic: 0.599465, loss_idmrf: 5.836739, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:08:42,524 - INFO - [Train] step: 103999, loss_mpn: 0.117943, loss_rec: 0.081663, loss_semantic: 0.927642, loss_idmrf: 11.322642, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:09:23,323 - INFO - [Eval] step: 103999, bce: 0.115961, psnr: 25.211996, ssim: 0.837631, lpips: 0.167096
2023-03-23 22:09:58,376 - INFO - [Train] step: 104099, loss_mpn: 0.044695, loss_rec: 0.083249, loss_semantic: 0.800981, loss_idmrf: 8.776111, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:10:30,962 - INFO - [Train] step: 104199, loss_mpn: 0.096020, loss_rec: 0.059464, loss_semantic: 0.699516, loss_idmrf: 9.266705, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:11:03,724 - INFO - [Train] step: 104299, loss_mpn: 0.059104, loss_rec: 0.071885, loss_semantic: 0.892342, loss_idmrf: 10.039452, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:11:36,416 - INFO - [Train] step: 104399, loss_mpn: 0.073818, loss_rec: 0.045093, loss_semantic: 0.606222, loss_idmrf: 7.610172, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:12:09,112 - INFO - [Train] step: 104499, loss_mpn: 0.031342, loss_rec: 0.042514, loss_semantic: 0.613149, loss_idmrf: 4.900186, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:12:41,840 - INFO - [Train] step: 104599, loss_mpn: 0.032972, loss_rec: 0.062930, loss_semantic: 0.783921, loss_idmrf: 7.526077, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:13:14,566 - INFO - [Train] step: 104699, loss_mpn: 0.063650, loss_rec: 0.068283, loss_semantic: 0.954935, loss_idmrf: 9.786098, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:13:47,249 - INFO - [Train] step: 104799, loss_mpn: 0.086856, loss_rec: 0.077221, loss_semantic: 0.955284, loss_idmrf: 8.599665, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:14:19,843 - INFO - [Train] step: 104899, loss_mpn: 0.042779, loss_rec: 0.053815, loss_semantic: 0.756801, loss_idmrf: 8.991846, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:14:52,503 - INFO - [Train] step: 104999, loss_mpn: 0.028789, loss_rec: 0.047357, loss_semantic: 0.543543, loss_idmrf: 6.707892, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:15:32,974 - INFO - [Eval] step: 104999, bce: 0.109258, psnr: 25.419254, ssim: 0.838868, lpips: 0.168727
2023-03-23 22:16:08,050 - INFO - [Train] step: 105099, loss_mpn: 0.038488, loss_rec: 0.063812, loss_semantic: 0.743890, loss_idmrf: 5.899460, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:16:40,511 - INFO - [Train] step: 105199, loss_mpn: 0.032010, loss_rec: 0.106183, loss_semantic: 0.922502, loss_idmrf: 10.843863, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:17:13,009 - INFO - [Train] step: 105299, loss_mpn: 0.028703, loss_rec: 0.069428, loss_semantic: 0.818866, loss_idmrf: 8.911646, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:17:45,706 - INFO - [Train] step: 105399, loss_mpn: 0.026678, loss_rec: 0.062560, loss_semantic: 0.744743, loss_idmrf: 8.960964, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:18:18,342 - INFO - [Train] step: 105499, loss_mpn: 0.076622, loss_rec: 0.060485, loss_semantic: 0.813999, loss_idmrf: 9.975080, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:18:51,002 - INFO - [Train] step: 105599, loss_mpn: 0.038735, loss_rec: 0.075423, loss_semantic: 0.805003, loss_idmrf: 7.205068, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:19:23,750 - INFO - [Train] step: 105699, loss_mpn: 0.071339, loss_rec: 0.059243, loss_semantic: 0.674034, loss_idmrf: 6.593451, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:19:56,445 - INFO - [Train] step: 105799, loss_mpn: 0.068224, loss_rec: 0.076581, loss_semantic: 0.836287, loss_idmrf: 8.744596, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:20:29,115 - INFO - [Train] step: 105899, loss_mpn: 0.128727, loss_rec: 0.069386, loss_semantic: 0.828187, loss_idmrf: 11.434119, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:21:01,801 - INFO - [Train] step: 105999, loss_mpn: 0.025389, loss_rec: 0.041880, loss_semantic: 0.557455, loss_idmrf: 5.931012, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:21:42,191 - INFO - [Eval] step: 105999, bce: 0.113835, psnr: 25.227753, ssim: 0.834583, lpips: 0.169658
2023-03-23 22:22:17,341 - INFO - [Train] step: 106099, loss_mpn: 0.028797, loss_rec: 0.030350, loss_semantic: 0.468899, loss_idmrf: 2.417230, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:22:49,982 - INFO - [Train] step: 106199, loss_mpn: 0.032694, loss_rec: 0.045163, loss_semantic: 0.550699, loss_idmrf: 5.311560, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:23:22,732 - INFO - [Train] step: 106299, loss_mpn: 0.050513, loss_rec: 0.047929, loss_semantic: 0.583183, loss_idmrf: 8.925715, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:23:55,466 - INFO - [Train] step: 106399, loss_mpn: 0.044435, loss_rec: 0.067623, loss_semantic: 0.705780, loss_idmrf: 11.835399, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:24:28,232 - INFO - [Train] step: 106499, loss_mpn: 0.071078, loss_rec: 0.068688, loss_semantic: 0.798345, loss_idmrf: 6.612912, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:25:00,994 - INFO - [Train] step: 106599, loss_mpn: 0.057737, loss_rec: 0.038451, loss_semantic: 0.639852, loss_idmrf: 5.969275, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:25:33,740 - INFO - [Train] step: 106699, loss_mpn: 0.074305, loss_rec: 0.034370, loss_semantic: 0.525684, loss_idmrf: 7.448100, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:26:06,528 - INFO - [Train] step: 106799, loss_mpn: 0.039469, loss_rec: 0.087985, loss_semantic: 0.884663, loss_idmrf: 11.625120, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:26:39,220 - INFO - [Train] step: 106899, loss_mpn: 0.027862, loss_rec: 0.091801, loss_semantic: 0.881351, loss_idmrf: 10.718539, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:27:11,958 - INFO - [Train] step: 106999, loss_mpn: 0.026201, loss_rec: 0.057982, loss_semantic: 0.580774, loss_idmrf: 4.863015, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:27:52,398 - INFO - [Eval] step: 106999, bce: 0.106001, psnr: 25.241451, ssim: 0.836951, lpips: 0.169000
2023-03-23 22:28:27,534 - INFO - [Train] step: 107099, loss_mpn: 0.031863, loss_rec: 0.037823, loss_semantic: 0.614685, loss_idmrf: 6.382584, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:29:00,208 - INFO - [Train] step: 107199, loss_mpn: 0.061200, loss_rec: 0.095871, loss_semantic: 0.922026, loss_idmrf: 9.807904, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:29:32,900 - INFO - [Train] step: 107299, loss_mpn: 0.045757, loss_rec: 0.088048, loss_semantic: 0.914144, loss_idmrf: 9.373655, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:30:05,646 - INFO - [Train] step: 107399, loss_mpn: 0.061837, loss_rec: 0.082057, loss_semantic: 0.826424, loss_idmrf: 8.228835, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:30:38,411 - INFO - [Train] step: 107499, loss_mpn: 0.017025, loss_rec: 0.033931, loss_semantic: 0.481830, loss_idmrf: 6.665846, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:31:11,143 - INFO - [Train] step: 107599, loss_mpn: 0.018690, loss_rec: 0.043037, loss_semantic: 0.548697, loss_idmrf: 4.593604, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:31:43,828 - INFO - [Train] step: 107699, loss_mpn: 0.030634, loss_rec: 0.046120, loss_semantic: 0.578265, loss_idmrf: 4.666869, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:32:16,523 - INFO - [Train] step: 107799, loss_mpn: 0.035502, loss_rec: 0.064435, loss_semantic: 0.756510, loss_idmrf: 10.946996, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:32:49,115 - INFO - [Train] step: 107899, loss_mpn: 0.043099, loss_rec: 0.062664, loss_semantic: 0.776217, loss_idmrf: 7.061388, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:33:21,805 - INFO - [Train] step: 107999, loss_mpn: 0.046457, loss_rec: 0.073163, loss_semantic: 0.802349, loss_idmrf: 9.178700, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:34:02,279 - INFO - [Eval] step: 107999, bce: 0.111478, psnr: 25.386070, ssim: 0.838751, lpips: 0.167922
2023-03-23 22:34:37,323 - INFO - [Train] step: 108099, loss_mpn: 0.052016, loss_rec: 0.113344, loss_semantic: 0.906214, loss_idmrf: 11.206724, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:35:09,875 - INFO - [Train] step: 108199, loss_mpn: 0.036263, loss_rec: 0.075181, loss_semantic: 0.777646, loss_idmrf: 7.879985, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:35:42,600 - INFO - [Train] step: 108299, loss_mpn: 0.045513, loss_rec: 0.106704, loss_semantic: 1.081162, loss_idmrf: 10.050699, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:36:15,189 - INFO - [Train] step: 108399, loss_mpn: 0.017980, loss_rec: 0.051882, loss_semantic: 0.644485, loss_idmrf: 4.230895, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:36:47,921 - INFO - [Train] step: 108499, loss_mpn: 0.038897, loss_rec: 0.118931, loss_semantic: 1.063373, loss_idmrf: 11.664274, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:37:20,637 - INFO - [Train] step: 108599, loss_mpn: 0.064991, loss_rec: 0.065606, loss_semantic: 0.841678, loss_idmrf: 8.566300, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:37:53,277 - INFO - [Train] step: 108699, loss_mpn: 0.031106, loss_rec: 0.039317, loss_semantic: 0.575009, loss_idmrf: 7.170967, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:38:25,993 - INFO - [Train] step: 108799, loss_mpn: 0.018968, loss_rec: 0.065592, loss_semantic: 0.749659, loss_idmrf: 9.561745, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:38:58,814 - INFO - [Train] step: 108899, loss_mpn: 0.050785, loss_rec: 0.056206, loss_semantic: 0.771834, loss_idmrf: 5.493080, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:39:31,521 - INFO - [Train] step: 108999, loss_mpn: 0.024023, loss_rec: 0.040039, loss_semantic: 0.614973, loss_idmrf: 5.687932, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:40:11,838 - INFO - [Eval] step: 108999, bce: 0.098732, psnr: 25.235735, ssim: 0.837912, lpips: 0.168997
2023-03-23 22:40:46,981 - INFO - [Train] step: 109099, loss_mpn: 0.091195, loss_rec: 0.083019, loss_semantic: 0.992118, loss_idmrf: 10.497566, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:41:19,736 - INFO - [Train] step: 109199, loss_mpn: 0.065267, loss_rec: 0.052207, loss_semantic: 0.692382, loss_idmrf: 7.755633, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:41:52,437 - INFO - [Train] step: 109299, loss_mpn: 0.113174, loss_rec: 0.058593, loss_semantic: 0.738519, loss_idmrf: 8.367258, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:42:25,192 - INFO - [Train] step: 109399, loss_mpn: 0.042358, loss_rec: 0.112458, loss_semantic: 1.068476, loss_idmrf: 10.478695, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:42:57,866 - INFO - [Train] step: 109499, loss_mpn: 0.031111, loss_rec: 0.080853, loss_semantic: 0.841274, loss_idmrf: 6.860054, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:43:30,522 - INFO - [Train] step: 109599, loss_mpn: 0.038200, loss_rec: 0.061537, loss_semantic: 0.725280, loss_idmrf: 6.989467, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:44:03,192 - INFO - [Train] step: 109699, loss_mpn: 0.028646, loss_rec: 0.086088, loss_semantic: 0.914913, loss_idmrf: 9.065430, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:44:35,895 - INFO - [Train] step: 109799, loss_mpn: 0.035216, loss_rec: 0.047807, loss_semantic: 0.685676, loss_idmrf: 6.872913, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:45:08,751 - INFO - [Train] step: 109899, loss_mpn: 0.040897, loss_rec: 0.053466, loss_semantic: 0.737480, loss_idmrf: 6.401672, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:45:41,434 - INFO - [Train] step: 109999, loss_mpn: 0.037426, loss_rec: 0.102540, loss_semantic: 0.980343, loss_idmrf: 8.762644, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:46:21,884 - INFO - [Eval] step: 109999, bce: 0.121725, psnr: 25.395754, ssim: 0.838487, lpips: 0.169326
2023-03-23 22:46:57,132 - INFO - [Train] step: 110099, loss_mpn: 0.019810, loss_rec: 0.037497, loss_semantic: 0.523963, loss_idmrf: 4.987023, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:47:29,853 - INFO - [Train] step: 110199, loss_mpn: 0.034897, loss_rec: 0.039408, loss_semantic: 0.600782, loss_idmrf: 4.519007, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:48:02,551 - INFO - [Train] step: 110299, loss_mpn: 0.031201, loss_rec: 0.050522, loss_semantic: 0.637084, loss_idmrf: 6.651747, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:48:35,290 - INFO - [Train] step: 110399, loss_mpn: 0.024534, loss_rec: 0.038094, loss_semantic: 0.533968, loss_idmrf: 7.961057, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:49:07,989 - INFO - [Train] step: 110499, loss_mpn: 0.023993, loss_rec: 0.051099, loss_semantic: 0.675987, loss_idmrf: 5.960084, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:49:40,599 - INFO - [Train] step: 110599, loss_mpn: 0.022411, loss_rec: 0.070481, loss_semantic: 0.750933, loss_idmrf: 11.617221, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:50:13,234 - INFO - [Train] step: 110699, loss_mpn: 0.017925, loss_rec: 0.060759, loss_semantic: 0.647458, loss_idmrf: 6.114608, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:50:45,915 - INFO - [Train] step: 110799, loss_mpn: 0.088952, loss_rec: 0.072660, loss_semantic: 0.855423, loss_idmrf: 10.401783, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:51:18,690 - INFO - [Train] step: 110899, loss_mpn: 0.046633, loss_rec: 0.065581, loss_semantic: 0.830815, loss_idmrf: 10.706713, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:51:51,301 - INFO - [Train] step: 110999, loss_mpn: 0.031102, loss_rec: 0.065860, loss_semantic: 0.732862, loss_idmrf: 11.331840, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:52:31,681 - INFO - [Eval] step: 110999, bce: 0.108384, psnr: 25.129177, ssim: 0.836252, lpips: 0.168760
2023-03-23 22:53:06,652 - INFO - [Train] step: 111099, loss_mpn: 0.030870, loss_rec: 0.036597, loss_semantic: 0.522267, loss_idmrf: 4.131800, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:53:39,241 - INFO - [Train] step: 111199, loss_mpn: 0.059236, loss_rec: 0.032705, loss_semantic: 0.593961, loss_idmrf: 8.883837, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:54:11,883 - INFO - [Train] step: 111299, loss_mpn: 0.033006, loss_rec: 0.065700, loss_semantic: 0.722699, loss_idmrf: 8.297084, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:54:44,558 - INFO - [Train] step: 111399, loss_mpn: 0.061819, loss_rec: 0.072978, loss_semantic: 0.723077, loss_idmrf: 7.268566, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:55:17,177 - INFO - [Train] step: 111499, loss_mpn: 0.024346, loss_rec: 0.063088, loss_semantic: 0.676303, loss_idmrf: 6.083116, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:55:49,910 - INFO - [Train] step: 111599, loss_mpn: 0.053688, loss_rec: 0.039821, loss_semantic: 0.664697, loss_idmrf: 10.278778, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:56:22,511 - INFO - [Train] step: 111699, loss_mpn: 0.043497, loss_rec: 0.062759, loss_semantic: 0.704190, loss_idmrf: 6.875722, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:56:55,228 - INFO - [Train] step: 111799, loss_mpn: 0.030780, loss_rec: 0.049734, loss_semantic: 0.591125, loss_idmrf: 7.818443, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:57:27,937 - INFO - [Train] step: 111899, loss_mpn: 0.077457, loss_rec: 0.102217, loss_semantic: 1.059968, loss_idmrf: 10.343993, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:58:00,606 - INFO - [Train] step: 111999, loss_mpn: 0.075157, loss_rec: 0.130293, loss_semantic: 0.961483, loss_idmrf: 12.101353, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:58:41,337 - INFO - [Eval] step: 111999, bce: 0.104270, psnr: 25.433405, ssim: 0.839990, lpips: 0.168413
2023-03-23 22:59:16,442 - INFO - [Train] step: 112099, loss_mpn: 0.039001, loss_rec: 0.059600, loss_semantic: 0.684504, loss_idmrf: 5.747864, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 22:59:49,092 - INFO - [Train] step: 112199, loss_mpn: 0.039170, loss_rec: 0.076069, loss_semantic: 0.804242, loss_idmrf: 8.644697, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:00:21,701 - INFO - [Train] step: 112299, loss_mpn: 0.025316, loss_rec: 0.051458, loss_semantic: 0.599031, loss_idmrf: 5.861666, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:00:54,421 - INFO - [Train] step: 112399, loss_mpn: 0.030566, loss_rec: 0.060203, loss_semantic: 0.700382, loss_idmrf: 8.201968, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:01:27,031 - INFO - [Train] step: 112499, loss_mpn: 0.058235, loss_rec: 0.063074, loss_semantic: 0.789510, loss_idmrf: 10.100958, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:01:59,661 - INFO - [Train] step: 112599, loss_mpn: 0.073476, loss_rec: 0.067153, loss_semantic: 0.804751, loss_idmrf: 6.987302, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:02:32,266 - INFO - [Train] step: 112699, loss_mpn: 0.031682, loss_rec: 0.057054, loss_semantic: 0.684186, loss_idmrf: 8.993120, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:03:04,963 - INFO - [Train] step: 112799, loss_mpn: 0.098889, loss_rec: 0.057362, loss_semantic: 0.700864, loss_idmrf: 5.004915, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:03:37,695 - INFO - [Train] step: 112899, loss_mpn: 0.055360, loss_rec: 0.067854, loss_semantic: 0.870040, loss_idmrf: 8.831465, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:04:10,493 - INFO - [Train] step: 112999, loss_mpn: 0.020434, loss_rec: 0.073342, loss_semantic: 0.778554, loss_idmrf: 7.988845, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:04:51,047 - INFO - [Eval] step: 112999, bce: 0.103262, psnr: 25.369827, ssim: 0.840785, lpips: 0.166673
2023-03-23 23:05:26,257 - INFO - [Train] step: 113099, loss_mpn: 0.020069, loss_rec: 0.053767, loss_semantic: 0.654922, loss_idmrf: 5.421139, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:05:58,986 - INFO - [Train] step: 113199, loss_mpn: 0.044581, loss_rec: 0.101852, loss_semantic: 0.986618, loss_idmrf: 10.778664, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:06:31,679 - INFO - [Train] step: 113299, loss_mpn: 0.044186, loss_rec: 0.081573, loss_semantic: 0.934512, loss_idmrf: 7.326179, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:07:04,368 - INFO - [Train] step: 113399, loss_mpn: 0.055656, loss_rec: 0.071773, loss_semantic: 0.855099, loss_idmrf: 9.887391, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:07:37,036 - INFO - [Train] step: 113499, loss_mpn: 0.053733, loss_rec: 0.085990, loss_semantic: 1.001129, loss_idmrf: 13.032398, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:08:09,716 - INFO - [Train] step: 113599, loss_mpn: 0.041803, loss_rec: 0.088571, loss_semantic: 0.905114, loss_idmrf: 10.935225, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:08:42,467 - INFO - [Train] step: 113699, loss_mpn: 0.038677, loss_rec: 0.069132, loss_semantic: 0.852466, loss_idmrf: 6.984046, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:09:15,203 - INFO - [Train] step: 113799, loss_mpn: 0.022701, loss_rec: 0.058228, loss_semantic: 0.706297, loss_idmrf: 5.881792, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:09:47,959 - INFO - [Train] step: 113899, loss_mpn: 0.067179, loss_rec: 0.074231, loss_semantic: 0.899004, loss_idmrf: 8.338272, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:10:20,803 - INFO - [Train] step: 113999, loss_mpn: 0.039584, loss_rec: 0.053521, loss_semantic: 0.633130, loss_idmrf: 8.599721, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:11:01,455 - INFO - [Eval] step: 113999, bce: 0.109337, psnr: 25.343933, ssim: 0.840608, lpips: 0.167823
2023-03-23 23:11:36,584 - INFO - [Train] step: 114099, loss_mpn: 0.053688, loss_rec: 0.101674, loss_semantic: 0.870719, loss_idmrf: 11.011607, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:12:09,317 - INFO - [Train] step: 114199, loss_mpn: 0.038555, loss_rec: 0.057117, loss_semantic: 0.675182, loss_idmrf: 8.325432, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:12:42,130 - INFO - [Train] step: 114299, loss_mpn: 0.024475, loss_rec: 0.086238, loss_semantic: 0.800507, loss_idmrf: 7.684289, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:13:14,891 - INFO - [Train] step: 114399, loss_mpn: 0.052777, loss_rec: 0.058168, loss_semantic: 0.673889, loss_idmrf: 7.742518, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:13:47,575 - INFO - [Train] step: 114499, loss_mpn: 0.033426, loss_rec: 0.059466, loss_semantic: 0.660259, loss_idmrf: 9.475922, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:14:20,309 - INFO - [Train] step: 114599, loss_mpn: 0.024827, loss_rec: 0.049119, loss_semantic: 0.598484, loss_idmrf: 7.582004, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:14:53,025 - INFO - [Train] step: 114699, loss_mpn: 0.022393, loss_rec: 0.044991, loss_semantic: 0.558525, loss_idmrf: 7.701903, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:15:25,672 - INFO - [Train] step: 114799, loss_mpn: 0.030121, loss_rec: 0.068925, loss_semantic: 0.742753, loss_idmrf: 6.741518, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:15:58,372 - INFO - [Train] step: 114899, loss_mpn: 0.029315, loss_rec: 0.081473, loss_semantic: 0.795689, loss_idmrf: 10.127275, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:16:31,151 - INFO - [Train] step: 114999, loss_mpn: 0.043745, loss_rec: 0.073516, loss_semantic: 0.625578, loss_idmrf: 6.561687, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:17:12,064 - INFO - [Eval] step: 114999, bce: 0.106769, psnr: 25.346706, ssim: 0.837640, lpips: 0.169907
2023-03-23 23:17:47,319 - INFO - [Train] step: 115099, loss_mpn: 0.082609, loss_rec: 0.062614, loss_semantic: 0.685663, loss_idmrf: 10.154138, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:18:20,036 - INFO - [Train] step: 115199, loss_mpn: 0.057362, loss_rec: 0.074341, loss_semantic: 0.864271, loss_idmrf: 11.532674, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:18:52,866 - INFO - [Train] step: 115299, loss_mpn: 0.026350, loss_rec: 0.040975, loss_semantic: 0.559843, loss_idmrf: 4.740913, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:19:25,655 - INFO - [Train] step: 115399, loss_mpn: 0.048503, loss_rec: 0.066464, loss_semantic: 0.735874, loss_idmrf: 9.603764, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:19:58,464 - INFO - [Train] step: 115499, loss_mpn: 0.029947, loss_rec: 0.064428, loss_semantic: 0.685636, loss_idmrf: 7.906337, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:20:31,244 - INFO - [Train] step: 115599, loss_mpn: 0.028961, loss_rec: 0.069403, loss_semantic: 0.747419, loss_idmrf: 7.811516, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:21:04,035 - INFO - [Train] step: 115699, loss_mpn: 0.042733, loss_rec: 0.087854, loss_semantic: 0.949476, loss_idmrf: 13.286337, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:21:36,786 - INFO - [Train] step: 115799, loss_mpn: 0.079414, loss_rec: 0.094546, loss_semantic: 1.086435, loss_idmrf: 13.095943, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:22:09,498 - INFO - [Train] step: 115899, loss_mpn: 0.068011, loss_rec: 0.051392, loss_semantic: 0.679923, loss_idmrf: 7.647606, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:22:42,234 - INFO - [Train] step: 115999, loss_mpn: 0.101734, loss_rec: 0.086428, loss_semantic: 0.874823, loss_idmrf: 9.641922, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:23:23,242 - INFO - [Eval] step: 115999, bce: 0.108206, psnr: 25.511116, ssim: 0.841554, lpips: 0.165910
2023-03-23 23:23:58,377 - INFO - [Train] step: 116099, loss_mpn: 0.038289, loss_rec: 0.046611, loss_semantic: 0.671616, loss_idmrf: 7.328284, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:24:31,023 - INFO - [Train] step: 116199, loss_mpn: 0.017876, loss_rec: 0.063109, loss_semantic: 0.689367, loss_idmrf: 6.891406, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:25:03,821 - INFO - [Train] step: 116299, loss_mpn: 0.044448, loss_rec: 0.076271, loss_semantic: 0.842225, loss_idmrf: 8.958225, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:25:36,527 - INFO - [Train] step: 116399, loss_mpn: 0.037414, loss_rec: 0.034221, loss_semantic: 0.542405, loss_idmrf: 6.289074, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:26:09,214 - INFO - [Train] step: 116499, loss_mpn: 0.050116, loss_rec: 0.098731, loss_semantic: 0.998349, loss_idmrf: 10.560450, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:26:41,936 - INFO - [Train] step: 116599, loss_mpn: 0.045057, loss_rec: 0.109814, loss_semantic: 1.094012, loss_idmrf: 12.003180, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:27:14,541 - INFO - [Train] step: 116699, loss_mpn: 0.053549, loss_rec: 0.069503, loss_semantic: 0.872017, loss_idmrf: 7.543072, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:27:47,248 - INFO - [Train] step: 116799, loss_mpn: 0.032798, loss_rec: 0.075022, loss_semantic: 0.845400, loss_idmrf: 9.287243, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:28:19,980 - INFO - [Train] step: 116899, loss_mpn: 0.058003, loss_rec: 0.042367, loss_semantic: 0.571436, loss_idmrf: 4.435822, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:28:52,631 - INFO - [Train] step: 116999, loss_mpn: 0.019155, loss_rec: 0.030951, loss_semantic: 0.437415, loss_idmrf: 3.486551, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:29:33,632 - INFO - [Eval] step: 116999, bce: 0.114792, psnr: 25.470369, ssim: 0.839709, lpips: 0.167222
2023-03-23 23:30:08,981 - INFO - [Train] step: 117099, loss_mpn: 0.058976, loss_rec: 0.074399, loss_semantic: 0.756670, loss_idmrf: 10.612307, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:30:41,683 - INFO - [Train] step: 117199, loss_mpn: 0.032065, loss_rec: 0.046659, loss_semantic: 0.565167, loss_idmrf: 5.870606, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:31:14,410 - INFO - [Train] step: 117299, loss_mpn: 0.027486, loss_rec: 0.104142, loss_semantic: 1.042360, loss_idmrf: 10.733561, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:31:47,209 - INFO - [Train] step: 117399, loss_mpn: 0.034118, loss_rec: 0.095331, loss_semantic: 0.943954, loss_idmrf: 11.227784, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:32:19,989 - INFO - [Train] step: 117499, loss_mpn: 0.031036, loss_rec: 0.048854, loss_semantic: 0.573500, loss_idmrf: 6.351364, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:32:52,798 - INFO - [Train] step: 117599, loss_mpn: 0.015636, loss_rec: 0.052856, loss_semantic: 0.609137, loss_idmrf: 4.150599, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:33:25,608 - INFO - [Train] step: 117699, loss_mpn: 0.044342, loss_rec: 0.079539, loss_semantic: 0.885352, loss_idmrf: 8.520457, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:33:58,351 - INFO - [Train] step: 117799, loss_mpn: 0.035862, loss_rec: 0.046997, loss_semantic: 0.596292, loss_idmrf: 4.438063, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:34:31,150 - INFO - [Train] step: 117899, loss_mpn: 0.029613, loss_rec: 0.074693, loss_semantic: 0.832639, loss_idmrf: 7.530951, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:35:03,886 - INFO - [Train] step: 117999, loss_mpn: 0.052299, loss_rec: 0.047836, loss_semantic: 0.674115, loss_idmrf: 7.320003, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:35:44,791 - INFO - [Eval] step: 117999, bce: 0.102060, psnr: 25.479467, ssim: 0.840865, lpips: 0.166591
2023-03-23 23:36:20,228 - INFO - [Train] step: 118099, loss_mpn: 0.018939, loss_rec: 0.030648, loss_semantic: 0.444821, loss_idmrf: 4.789462, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:36:52,940 - INFO - [Train] step: 118199, loss_mpn: 0.023160, loss_rec: 0.064004, loss_semantic: 0.654745, loss_idmrf: 5.584474, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:37:25,685 - INFO - [Train] step: 118299, loss_mpn: 0.039832, loss_rec: 0.035628, loss_semantic: 0.519014, loss_idmrf: 4.456450, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:37:58,450 - INFO - [Train] step: 118399, loss_mpn: 0.018808, loss_rec: 0.033231, loss_semantic: 0.476891, loss_idmrf: 4.071647, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:38:31,247 - INFO - [Train] step: 118499, loss_mpn: 0.030243, loss_rec: 0.059800, loss_semantic: 0.675824, loss_idmrf: 9.029781, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:39:04,082 - INFO - [Train] step: 118599, loss_mpn: 0.061819, loss_rec: 0.056530, loss_semantic: 0.681227, loss_idmrf: 8.207339, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:39:36,870 - INFO - [Train] step: 118699, loss_mpn: 0.046685, loss_rec: 0.083417, loss_semantic: 0.909207, loss_idmrf: 11.331299, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:40:09,617 - INFO - [Train] step: 118799, loss_mpn: 0.049189, loss_rec: 0.115891, loss_semantic: 1.074719, loss_idmrf: 11.240383, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:40:42,404 - INFO - [Train] step: 118899, loss_mpn: 0.041452, loss_rec: 0.039705, loss_semantic: 0.581211, loss_idmrf: 4.829014, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:41:15,125 - INFO - [Train] step: 118999, loss_mpn: 0.040983, loss_rec: 0.040514, loss_semantic: 0.567602, loss_idmrf: 7.306002, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:41:55,853 - INFO - [Eval] step: 118999, bce: 0.133567, psnr: 25.350517, ssim: 0.839345, lpips: 0.166622
2023-03-23 23:42:31,287 - INFO - [Train] step: 119099, loss_mpn: 0.046951, loss_rec: 0.053954, loss_semantic: 0.572295, loss_idmrf: 7.537619, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:43:04,011 - INFO - [Train] step: 119199, loss_mpn: 0.018762, loss_rec: 0.030251, loss_semantic: 0.430556, loss_idmrf: 5.420992, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:43:36,710 - INFO - [Train] step: 119299, loss_mpn: 0.062533, loss_rec: 0.071545, loss_semantic: 0.906847, loss_idmrf: 7.752723, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:44:09,492 - INFO - [Train] step: 119399, loss_mpn: 0.023415, loss_rec: 0.058119, loss_semantic: 0.684126, loss_idmrf: 5.672855, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:44:42,217 - INFO - [Train] step: 119499, loss_mpn: 0.038650, loss_rec: 0.086498, loss_semantic: 0.868231, loss_idmrf: 8.324734, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:45:15,006 - INFO - [Train] step: 119599, loss_mpn: 0.031717, loss_rec: 0.087665, loss_semantic: 0.798347, loss_idmrf: 7.358692, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:45:47,729 - INFO - [Train] step: 119699, loss_mpn: 0.030259, loss_rec: 0.045233, loss_semantic: 0.677825, loss_idmrf: 4.103415, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:46:20,529 - INFO - [Train] step: 119799, loss_mpn: 0.037526, loss_rec: 0.050133, loss_semantic: 0.642132, loss_idmrf: 7.786214, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:46:53,304 - INFO - [Train] step: 119899, loss_mpn: 0.013729, loss_rec: 0.037792, loss_semantic: 0.427902, loss_idmrf: 3.354819, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:47:26,104 - INFO - [Train] step: 119999, loss_mpn: 0.065308, loss_rec: 0.078558, loss_semantic: 0.917942, loss_idmrf: 8.671968, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:48:06,806 - INFO - [Eval] step: 119999, bce: 0.099765, psnr: 25.405594, ssim: 0.841201, lpips: 0.165079
2023-03-23 23:48:42,485 - INFO - [Train] step: 120099, loss_mpn: 0.034781, loss_rec: 0.087656, loss_semantic: 0.787042, loss_idmrf: 6.713768, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:49:15,305 - INFO - [Train] step: 120199, loss_mpn: 0.035023, loss_rec: 0.072263, loss_semantic: 0.763723, loss_idmrf: 8.723414, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:49:48,164 - INFO - [Train] step: 120299, loss_mpn: 0.054652, loss_rec: 0.067938, loss_semantic: 0.854545, loss_idmrf: 9.496416, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:50:21,014 - INFO - [Train] step: 120399, loss_mpn: 0.028733, loss_rec: 0.040145, loss_semantic: 0.606730, loss_idmrf: 5.678782, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:50:53,881 - INFO - [Train] step: 120499, loss_mpn: 0.039916, loss_rec: 0.059679, loss_semantic: 0.663031, loss_idmrf: 5.454562, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:51:26,702 - INFO - [Train] step: 120599, loss_mpn: 0.053327, loss_rec: 0.070083, loss_semantic: 0.844130, loss_idmrf: 8.984497, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:51:59,534 - INFO - [Train] step: 120699, loss_mpn: 0.032061, loss_rec: 0.124300, loss_semantic: 1.120585, loss_idmrf: 11.265295, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:52:32,453 - INFO - [Train] step: 120799, loss_mpn: 0.057504, loss_rec: 0.058460, loss_semantic: 0.760048, loss_idmrf: 6.841979, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:53:05,377 - INFO - [Train] step: 120899, loss_mpn: 0.019951, loss_rec: 0.052892, loss_semantic: 0.628262, loss_idmrf: 4.863687, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:53:38,165 - INFO - [Train] step: 120999, loss_mpn: 0.021412, loss_rec: 0.051311, loss_semantic: 0.618657, loss_idmrf: 7.039453, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:54:18,700 - INFO - [Eval] step: 120999, bce: 0.103874, psnr: 25.338963, ssim: 0.841778, lpips: 0.166947
2023-03-23 23:54:53,920 - INFO - [Train] step: 121099, loss_mpn: 0.025864, loss_rec: 0.055911, loss_semantic: 0.688303, loss_idmrf: 7.570976, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:55:26,697 - INFO - [Train] step: 121199, loss_mpn: 0.035888, loss_rec: 0.055351, loss_semantic: 0.744843, loss_idmrf: 9.176693, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:55:59,536 - INFO - [Train] step: 121299, loss_mpn: 0.063871, loss_rec: 0.061943, loss_semantic: 0.875220, loss_idmrf: 8.433664, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:56:32,320 - INFO - [Train] step: 121399, loss_mpn: 0.025714, loss_rec: 0.078971, loss_semantic: 0.838139, loss_idmrf: 9.662704, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:57:05,148 - INFO - [Train] step: 121499, loss_mpn: 0.019263, loss_rec: 0.078496, loss_semantic: 0.741466, loss_idmrf: 9.146649, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:57:37,906 - INFO - [Train] step: 121599, loss_mpn: 0.035940, loss_rec: 0.076083, loss_semantic: 0.817028, loss_idmrf: 8.664740, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:58:10,711 - INFO - [Train] step: 121699, loss_mpn: 0.045433, loss_rec: 0.082615, loss_semantic: 0.940449, loss_idmrf: 7.917537, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:58:43,463 - INFO - [Train] step: 121799, loss_mpn: 0.028647, loss_rec: 0.031947, loss_semantic: 0.527517, loss_idmrf: 6.382411, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:59:16,288 - INFO - [Train] step: 121899, loss_mpn: 0.019946, loss_rec: 0.052983, loss_semantic: 0.638524, loss_idmrf: 4.725673, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-23 23:59:49,137 - INFO - [Train] step: 121999, loss_mpn: 0.016330, loss_rec: 0.059827, loss_semantic: 0.630326, loss_idmrf: 4.293436, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:00:29,759 - INFO - [Eval] step: 121999, bce: 0.114588, psnr: 25.451422, ssim: 0.841705, lpips: 0.168435
2023-03-24 00:01:04,985 - INFO - [Train] step: 122099, loss_mpn: 0.039874, loss_rec: 0.068124, loss_semantic: 0.827276, loss_idmrf: 10.008930, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:01:37,862 - INFO - [Train] step: 122199, loss_mpn: 0.051919, loss_rec: 0.046480, loss_semantic: 0.606790, loss_idmrf: 7.350711, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:02:10,646 - INFO - [Train] step: 122299, loss_mpn: 0.065602, loss_rec: 0.054846, loss_semantic: 0.711319, loss_idmrf: 6.973124, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:02:43,502 - INFO - [Train] step: 122399, loss_mpn: 0.031099, loss_rec: 0.055872, loss_semantic: 0.549217, loss_idmrf: 6.552852, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:03:16,331 - INFO - [Train] step: 122499, loss_mpn: 0.046147, loss_rec: 0.041571, loss_semantic: 0.590946, loss_idmrf: 5.894691, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:03:49,137 - INFO - [Train] step: 122599, loss_mpn: 0.041352, loss_rec: 0.042696, loss_semantic: 0.620729, loss_idmrf: 8.819776, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:04:21,947 - INFO - [Train] step: 122699, loss_mpn: 0.044063, loss_rec: 0.067625, loss_semantic: 0.799735, loss_idmrf: 8.201713, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:04:54,687 - INFO - [Train] step: 122799, loss_mpn: 0.069200, loss_rec: 0.063803, loss_semantic: 0.756362, loss_idmrf: 11.432814, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:05:27,443 - INFO - [Train] step: 122899, loss_mpn: 0.077395, loss_rec: 0.080870, loss_semantic: 0.814748, loss_idmrf: 10.951932, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:06:00,206 - INFO - [Train] step: 122999, loss_mpn: 0.063140, loss_rec: 0.075717, loss_semantic: 0.822499, loss_idmrf: 6.960431, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:06:40,846 - INFO - [Eval] step: 122999, bce: 0.113810, psnr: 25.525637, ssim: 0.841881, lpips: 0.163680
2023-03-24 00:07:16,257 - INFO - [Train] step: 123099, loss_mpn: 0.059461, loss_rec: 0.074941, loss_semantic: 0.794151, loss_idmrf: 8.349812, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:07:48,990 - INFO - [Train] step: 123199, loss_mpn: 0.047592, loss_rec: 0.117724, loss_semantic: 1.088548, loss_idmrf: 11.809386, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:08:21,789 - INFO - [Train] step: 123299, loss_mpn: 0.054529, loss_rec: 0.067509, loss_semantic: 0.763885, loss_idmrf: 9.033340, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:08:54,616 - INFO - [Train] step: 123399, loss_mpn: 0.048178, loss_rec: 0.044936, loss_semantic: 0.567650, loss_idmrf: 6.509846, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:09:27,395 - INFO - [Train] step: 123499, loss_mpn: 0.041066, loss_rec: 0.031021, loss_semantic: 0.519967, loss_idmrf: 4.854906, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:10:00,169 - INFO - [Train] step: 123599, loss_mpn: 0.080571, loss_rec: 0.057843, loss_semantic: 0.697681, loss_idmrf: 6.108652, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:10:32,865 - INFO - [Train] step: 123699, loss_mpn: 0.085592, loss_rec: 0.081553, loss_semantic: 0.962880, loss_idmrf: 12.801619, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:11:05,609 - INFO - [Train] step: 123799, loss_mpn: 0.020290, loss_rec: 0.061722, loss_semantic: 0.662589, loss_idmrf: 8.041099, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:11:38,358 - INFO - [Train] step: 123899, loss_mpn: 0.048982, loss_rec: 0.087888, loss_semantic: 0.972329, loss_idmrf: 13.835833, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:12:11,204 - INFO - [Train] step: 123999, loss_mpn: 0.053795, loss_rec: 0.065644, loss_semantic: 0.815044, loss_idmrf: 9.466021, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:12:52,043 - INFO - [Eval] step: 123999, bce: 0.100383, psnr: 25.460976, ssim: 0.842028, lpips: 0.165520
2023-03-24 00:13:27,243 - INFO - [Train] step: 124099, loss_mpn: 0.041776, loss_rec: 0.096561, loss_semantic: 0.975925, loss_idmrf: 11.531788, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:14:00,046 - INFO - [Train] step: 124199, loss_mpn: 0.031215, loss_rec: 0.053182, loss_semantic: 0.611256, loss_idmrf: 6.524751, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:14:32,953 - INFO - [Train] step: 124299, loss_mpn: 0.056968, loss_rec: 0.063852, loss_semantic: 0.808690, loss_idmrf: 8.170143, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:15:05,711 - INFO - [Train] step: 124399, loss_mpn: 0.034401, loss_rec: 0.047544, loss_semantic: 0.622815, loss_idmrf: 6.035633, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:15:38,457 - INFO - [Train] step: 124499, loss_mpn: 0.007819, loss_rec: 0.040406, loss_semantic: 0.529249, loss_idmrf: 4.185319, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:16:11,154 - INFO - [Train] step: 124599, loss_mpn: 0.032022, loss_rec: 0.079903, loss_semantic: 0.803253, loss_idmrf: 10.243164, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:16:43,780 - INFO - [Train] step: 124699, loss_mpn: 0.055968, loss_rec: 0.063723, loss_semantic: 0.717550, loss_idmrf: 6.836956, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:17:16,391 - INFO - [Train] step: 124799, loss_mpn: 0.057699, loss_rec: 0.120918, loss_semantic: 1.251804, loss_idmrf: 10.547485, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:17:49,011 - INFO - [Train] step: 124899, loss_mpn: 0.028801, loss_rec: 0.025576, loss_semantic: 0.389384, loss_idmrf: 4.412685, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:18:21,732 - INFO - [Train] step: 124999, loss_mpn: 0.032161, loss_rec: 0.061251, loss_semantic: 0.687330, loss_idmrf: 8.138695, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:19:02,220 - INFO - [Eval] step: 124999, bce: 0.102748, psnr: 25.467165, ssim: 0.841874, lpips: 0.162302
2023-03-24 00:19:37,383 - INFO - [Train] step: 125099, loss_mpn: 0.019374, loss_rec: 0.053128, loss_semantic: 0.584053, loss_idmrf: 6.805637, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:20:09,993 - INFO - [Train] step: 125199, loss_mpn: 0.037828, loss_rec: 0.094532, loss_semantic: 0.983977, loss_idmrf: 10.838688, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:20:42,760 - INFO - [Train] step: 125299, loss_mpn: 0.034042, loss_rec: 0.068056, loss_semantic: 0.712647, loss_idmrf: 8.535092, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:21:15,464 - INFO - [Train] step: 125399, loss_mpn: 0.053771, loss_rec: 0.078154, loss_semantic: 0.881193, loss_idmrf: 8.008468, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:21:48,218 - INFO - [Train] step: 125499, loss_mpn: 0.040300, loss_rec: 0.050028, loss_semantic: 0.685288, loss_idmrf: 7.260727, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:22:20,977 - INFO - [Train] step: 125599, loss_mpn: 0.045622, loss_rec: 0.071480, loss_semantic: 0.860789, loss_idmrf: 12.286577, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:22:53,584 - INFO - [Train] step: 125699, loss_mpn: 0.027935, loss_rec: 0.030723, loss_semantic: 0.498713, loss_idmrf: 10.876636, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:23:26,215 - INFO - [Train] step: 125799, loss_mpn: 0.033935, loss_rec: 0.103502, loss_semantic: 0.884533, loss_idmrf: 8.907587, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:23:58,967 - INFO - [Train] step: 125899, loss_mpn: 0.027289, loss_rec: 0.107513, loss_semantic: 0.989976, loss_idmrf: 11.122430, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:24:31,595 - INFO - [Train] step: 125999, loss_mpn: 0.046443, loss_rec: 0.060008, loss_semantic: 0.733046, loss_idmrf: 8.784034, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:25:12,051 - INFO - [Eval] step: 125999, bce: 0.099909, psnr: 25.493082, ssim: 0.843342, lpips: 0.166492
2023-03-24 00:25:47,070 - INFO - [Train] step: 126099, loss_mpn: 0.043275, loss_rec: 0.047062, loss_semantic: 0.639724, loss_idmrf: 5.811638, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:26:19,609 - INFO - [Train] step: 126199, loss_mpn: 0.022217, loss_rec: 0.050836, loss_semantic: 0.556739, loss_idmrf: 7.111013, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:26:52,286 - INFO - [Train] step: 126299, loss_mpn: 0.021720, loss_rec: 0.063233, loss_semantic: 0.747744, loss_idmrf: 11.341265, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:27:24,927 - INFO - [Train] step: 126399, loss_mpn: 0.107180, loss_rec: 0.051860, loss_semantic: 0.648233, loss_idmrf: 5.807489, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:27:57,604 - INFO - [Train] step: 126499, loss_mpn: 0.035102, loss_rec: 0.049948, loss_semantic: 0.621777, loss_idmrf: 6.318864, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:28:30,218 - INFO - [Train] step: 126599, loss_mpn: 0.031655, loss_rec: 0.042984, loss_semantic: 0.548056, loss_idmrf: 6.449771, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:29:02,881 - INFO - [Train] step: 126699, loss_mpn: 0.036625, loss_rec: 0.052659, loss_semantic: 0.580560, loss_idmrf: 6.455007, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:29:35,624 - INFO - [Train] step: 126799, loss_mpn: 0.033977, loss_rec: 0.033194, loss_semantic: 0.505571, loss_idmrf: 7.163012, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:30:08,273 - INFO - [Train] step: 126899, loss_mpn: 0.038995, loss_rec: 0.084044, loss_semantic: 0.943818, loss_idmrf: 11.413267, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:30:40,886 - INFO - [Train] step: 126999, loss_mpn: 0.014079, loss_rec: 0.029972, loss_semantic: 0.455863, loss_idmrf: 3.654054, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:31:21,346 - INFO - [Eval] step: 126999, bce: 0.105317, psnr: 25.550943, ssim: 0.842624, lpips: 0.164061
2023-03-24 00:31:56,337 - INFO - [Train] step: 127099, loss_mpn: 0.039456, loss_rec: 0.062156, loss_semantic: 0.638677, loss_idmrf: 5.375614, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:32:28,879 - INFO - [Train] step: 127199, loss_mpn: 0.023801, loss_rec: 0.052384, loss_semantic: 0.651175, loss_idmrf: 6.571031, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:33:01,571 - INFO - [Train] step: 127299, loss_mpn: 0.030523, loss_rec: 0.058032, loss_semantic: 0.696689, loss_idmrf: 9.297621, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:33:34,302 - INFO - [Train] step: 127399, loss_mpn: 0.042390, loss_rec: 0.057795, loss_semantic: 0.775342, loss_idmrf: 8.713214, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:34:06,894 - INFO - [Train] step: 127499, loss_mpn: 0.084950, loss_rec: 0.052983, loss_semantic: 0.660188, loss_idmrf: 6.373477, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:34:39,550 - INFO - [Train] step: 127599, loss_mpn: 0.033612, loss_rec: 0.033784, loss_semantic: 0.455981, loss_idmrf: 4.210774, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:35:12,210 - INFO - [Train] step: 127699, loss_mpn: 0.071563, loss_rec: 0.065268, loss_semantic: 0.860049, loss_idmrf: 8.612319, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:35:44,849 - INFO - [Train] step: 127799, loss_mpn: 0.045462, loss_rec: 0.072081, loss_semantic: 0.821185, loss_idmrf: 7.613978, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:36:17,396 - INFO - [Train] step: 127899, loss_mpn: 0.067634, loss_rec: 0.052947, loss_semantic: 0.731620, loss_idmrf: 7.084786, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:36:49,907 - INFO - [Train] step: 127999, loss_mpn: 0.055164, loss_rec: 0.070002, loss_semantic: 0.889148, loss_idmrf: 8.221504, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:37:30,451 - INFO - [Eval] step: 127999, bce: 0.104889, psnr: 25.639870, ssim: 0.843609, lpips: 0.165130
2023-03-24 00:38:05,510 - INFO - [Train] step: 128099, loss_mpn: 0.130409, loss_rec: 0.093602, loss_semantic: 0.977902, loss_idmrf: 12.009995, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:38:38,142 - INFO - [Train] step: 128199, loss_mpn: 0.028799, loss_rec: 0.043763, loss_semantic: 0.588574, loss_idmrf: 4.994531, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:39:10,786 - INFO - [Train] step: 128299, loss_mpn: 0.032156, loss_rec: 0.063118, loss_semantic: 0.684462, loss_idmrf: 10.253548, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:39:43,534 - INFO - [Train] step: 128399, loss_mpn: 0.055438, loss_rec: 0.054333, loss_semantic: 0.682741, loss_idmrf: 9.689600, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:40:16,140 - INFO - [Train] step: 128499, loss_mpn: 0.064362, loss_rec: 0.057774, loss_semantic: 0.733003, loss_idmrf: 10.085251, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:40:48,906 - INFO - [Train] step: 128599, loss_mpn: 0.039191, loss_rec: 0.045993, loss_semantic: 0.602512, loss_idmrf: 6.826896, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:41:21,704 - INFO - [Train] step: 128699, loss_mpn: 0.029152, loss_rec: 0.043097, loss_semantic: 0.704793, loss_idmrf: 8.967902, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:41:54,401 - INFO - [Train] step: 128799, loss_mpn: 0.030419, loss_rec: 0.052602, loss_semantic: 0.715015, loss_idmrf: 8.814050, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:42:26,998 - INFO - [Train] step: 128899, loss_mpn: 0.029348, loss_rec: 0.048138, loss_semantic: 0.624021, loss_idmrf: 8.548845, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:42:59,641 - INFO - [Train] step: 128999, loss_mpn: 0.026870, loss_rec: 0.073010, loss_semantic: 0.781409, loss_idmrf: 11.752429, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:43:40,544 - INFO - [Eval] step: 128999, bce: 0.095211, psnr: 25.648493, ssim: 0.843636, lpips: 0.160491
2023-03-24 00:44:15,651 - INFO - [Train] step: 129099, loss_mpn: 0.039990, loss_rec: 0.032248, loss_semantic: 0.613141, loss_idmrf: 6.816802, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:44:48,229 - INFO - [Train] step: 129199, loss_mpn: 0.034399, loss_rec: 0.044279, loss_semantic: 0.634804, loss_idmrf: 7.176142, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:45:20,860 - INFO - [Train] step: 129299, loss_mpn: 0.035892, loss_rec: 0.049240, loss_semantic: 0.700737, loss_idmrf: 7.885071, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:45:53,624 - INFO - [Train] step: 129399, loss_mpn: 0.052948, loss_rec: 0.067015, loss_semantic: 0.702732, loss_idmrf: 6.858962, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:46:26,428 - INFO - [Train] step: 129499, loss_mpn: 0.044538, loss_rec: 0.085258, loss_semantic: 0.972605, loss_idmrf: 8.527389, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:46:59,120 - INFO - [Train] step: 129599, loss_mpn: 0.034795, loss_rec: 0.049939, loss_semantic: 0.565244, loss_idmrf: 6.529946, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:47:31,769 - INFO - [Train] step: 129699, loss_mpn: 0.047860, loss_rec: 0.060522, loss_semantic: 0.775850, loss_idmrf: 7.648043, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:48:04,438 - INFO - [Train] step: 129799, loss_mpn: 0.029033, loss_rec: 0.054267, loss_semantic: 0.625114, loss_idmrf: 5.327363, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:48:37,072 - INFO - [Train] step: 129899, loss_mpn: 0.039644, loss_rec: 0.067501, loss_semantic: 0.743714, loss_idmrf: 6.793834, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:49:09,744 - INFO - [Train] step: 129999, loss_mpn: 0.028075, loss_rec: 0.049434, loss_semantic: 0.604190, loss_idmrf: 4.904703, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:49:50,131 - INFO - [Eval] step: 129999, bce: 0.101339, psnr: 25.536709, ssim: 0.844297, lpips: 0.163359
2023-03-24 00:50:25,311 - INFO - [Train] step: 130099, loss_mpn: 0.070589, loss_rec: 0.063465, loss_semantic: 0.700925, loss_idmrf: 8.362088, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:50:57,936 - INFO - [Train] step: 130199, loss_mpn: 0.028070, loss_rec: 0.058741, loss_semantic: 0.802247, loss_idmrf: 7.621594, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:51:30,527 - INFO - [Train] step: 130299, loss_mpn: 0.030062, loss_rec: 0.036185, loss_semantic: 0.513351, loss_idmrf: 5.972572, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:52:03,259 - INFO - [Train] step: 130399, loss_mpn: 0.039019, loss_rec: 0.087330, loss_semantic: 0.904719, loss_idmrf: 10.022717, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:52:35,949 - INFO - [Train] step: 130499, loss_mpn: 0.047107, loss_rec: 0.047284, loss_semantic: 0.665563, loss_idmrf: 8.557181, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:53:08,484 - INFO - [Train] step: 130599, loss_mpn: 0.023376, loss_rec: 0.045253, loss_semantic: 0.651758, loss_idmrf: 6.862541, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:53:41,114 - INFO - [Train] step: 130699, loss_mpn: 0.076158, loss_rec: 0.093736, loss_semantic: 0.978099, loss_idmrf: 12.193533, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:54:13,661 - INFO - [Train] step: 130799, loss_mpn: 0.019161, loss_rec: 0.074978, loss_semantic: 0.857308, loss_idmrf: 7.617542, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:54:46,306 - INFO - [Train] step: 130899, loss_mpn: 0.057896, loss_rec: 0.064495, loss_semantic: 0.746370, loss_idmrf: 12.072634, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:55:18,888 - INFO - [Train] step: 130999, loss_mpn: 0.031036, loss_rec: 0.043585, loss_semantic: 0.628739, loss_idmrf: 5.425599, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:55:59,368 - INFO - [Eval] step: 130999, bce: 0.098796, psnr: 25.511482, ssim: 0.843617, lpips: 0.165128
2023-03-24 00:56:34,453 - INFO - [Train] step: 131099, loss_mpn: 0.028863, loss_rec: 0.037538, loss_semantic: 0.530933, loss_idmrf: 5.184390, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:57:07,083 - INFO - [Train] step: 131199, loss_mpn: 0.030573, loss_rec: 0.048675, loss_semantic: 0.586224, loss_idmrf: 5.756316, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:57:39,705 - INFO - [Train] step: 131299, loss_mpn: 0.033339, loss_rec: 0.037431, loss_semantic: 0.518531, loss_idmrf: 3.184266, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:58:12,418 - INFO - [Train] step: 131399, loss_mpn: 0.061832, loss_rec: 0.097945, loss_semantic: 0.939359, loss_idmrf: 13.936632, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:58:45,159 - INFO - [Train] step: 131499, loss_mpn: 0.071652, loss_rec: 0.082842, loss_semantic: 0.929336, loss_idmrf: 10.396353, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:59:17,764 - INFO - [Train] step: 131599, loss_mpn: 0.046407, loss_rec: 0.057341, loss_semantic: 0.726888, loss_idmrf: 12.265092, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 00:59:50,354 - INFO - [Train] step: 131699, loss_mpn: 0.043482, loss_rec: 0.071596, loss_semantic: 0.844314, loss_idmrf: 10.317766, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:00:23,011 - INFO - [Train] step: 131799, loss_mpn: 0.039468, loss_rec: 0.055853, loss_semantic: 0.734367, loss_idmrf: 6.457550, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:00:55,664 - INFO - [Train] step: 131899, loss_mpn: 0.021315, loss_rec: 0.067990, loss_semantic: 0.839968, loss_idmrf: 6.988491, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:01:28,253 - INFO - [Train] step: 131999, loss_mpn: 0.044790, loss_rec: 0.058049, loss_semantic: 0.721332, loss_idmrf: 7.597693, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:02:08,654 - INFO - [Eval] step: 131999, bce: 0.092120, psnr: 25.521814, ssim: 0.844016, lpips: 0.165591
2023-03-24 01:02:43,681 - INFO - [Train] step: 132099, loss_mpn: 0.047740, loss_rec: 0.059873, loss_semantic: 0.753627, loss_idmrf: 5.599329, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:03:16,355 - INFO - [Train] step: 132199, loss_mpn: 0.022934, loss_rec: 0.057203, loss_semantic: 0.648530, loss_idmrf: 10.199209, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:03:48,929 - INFO - [Train] step: 132299, loss_mpn: 0.035283, loss_rec: 0.056258, loss_semantic: 0.680226, loss_idmrf: 11.836943, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:04:21,609 - INFO - [Train] step: 132399, loss_mpn: 0.025803, loss_rec: 0.070985, loss_semantic: 0.809141, loss_idmrf: 6.881282, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:04:54,236 - INFO - [Train] step: 132499, loss_mpn: 0.028565, loss_rec: 0.060255, loss_semantic: 0.720417, loss_idmrf: 7.078119, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:05:26,964 - INFO - [Train] step: 132599, loss_mpn: 0.040680, loss_rec: 0.053506, loss_semantic: 0.646808, loss_idmrf: 10.328661, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:05:59,633 - INFO - [Train] step: 132699, loss_mpn: 0.037864, loss_rec: 0.063707, loss_semantic: 0.818903, loss_idmrf: 11.702434, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:06:32,299 - INFO - [Train] step: 132799, loss_mpn: 0.040413, loss_rec: 0.119154, loss_semantic: 0.983085, loss_idmrf: 10.885988, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:07:04,931 - INFO - [Train] step: 132899, loss_mpn: 0.035880, loss_rec: 0.038908, loss_semantic: 0.586341, loss_idmrf: 4.920005, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:07:37,570 - INFO - [Train] step: 132999, loss_mpn: 0.033409, loss_rec: 0.064127, loss_semantic: 0.701931, loss_idmrf: 6.068034, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:08:17,921 - INFO - [Eval] step: 132999, bce: 0.093843, psnr: 25.459892, ssim: 0.844091, lpips: 0.162528
2023-03-24 01:08:53,002 - INFO - [Train] step: 133099, loss_mpn: 0.037372, loss_rec: 0.068103, loss_semantic: 0.695315, loss_idmrf: 7.767512, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:09:25,682 - INFO - [Train] step: 133199, loss_mpn: 0.061834, loss_rec: 0.055083, loss_semantic: 0.719736, loss_idmrf: 11.532437, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:09:58,300 - INFO - [Train] step: 133299, loss_mpn: 0.031415, loss_rec: 0.069499, loss_semantic: 0.798324, loss_idmrf: 9.050416, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:10:30,982 - INFO - [Train] step: 133399, loss_mpn: 0.048990, loss_rec: 0.059273, loss_semantic: 0.781423, loss_idmrf: 9.008148, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:11:03,605 - INFO - [Train] step: 133499, loss_mpn: 0.025322, loss_rec: 0.052511, loss_semantic: 0.652832, loss_idmrf: 5.142829, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:11:36,261 - INFO - [Train] step: 133599, loss_mpn: 0.027292, loss_rec: 0.113746, loss_semantic: 1.047573, loss_idmrf: 13.850214, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:12:08,907 - INFO - [Train] step: 133699, loss_mpn: 0.038577, loss_rec: 0.070025, loss_semantic: 0.838713, loss_idmrf: 7.961440, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:12:41,529 - INFO - [Train] step: 133799, loss_mpn: 0.032197, loss_rec: 0.057531, loss_semantic: 0.679510, loss_idmrf: 7.683376, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:13:14,093 - INFO - [Train] step: 133899, loss_mpn: 0.031995, loss_rec: 0.044968, loss_semantic: 0.527788, loss_idmrf: 4.955025, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:13:46,721 - INFO - [Train] step: 133999, loss_mpn: 0.016073, loss_rec: 0.031903, loss_semantic: 0.574661, loss_idmrf: 7.569425, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:14:27,392 - INFO - [Eval] step: 133999, bce: 0.097259, psnr: 25.657667, ssim: 0.844629, lpips: 0.162518
2023-03-24 01:15:02,506 - INFO - [Train] step: 134099, loss_mpn: 0.029600, loss_rec: 0.093818, loss_semantic: 0.997532, loss_idmrf: 10.894388, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:15:34,975 - INFO - [Train] step: 134199, loss_mpn: 0.039145, loss_rec: 0.077639, loss_semantic: 0.809281, loss_idmrf: 10.836683, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:16:07,550 - INFO - [Train] step: 134299, loss_mpn: 0.028878, loss_rec: 0.052883, loss_semantic: 0.648736, loss_idmrf: 10.492051, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:16:40,106 - INFO - [Train] step: 134399, loss_mpn: 0.032856, loss_rec: 0.055259, loss_semantic: 0.614572, loss_idmrf: 6.007617, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:17:12,729 - INFO - [Train] step: 134499, loss_mpn: 0.031212, loss_rec: 0.107358, loss_semantic: 0.881217, loss_idmrf: 8.942979, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:17:45,404 - INFO - [Train] step: 134599, loss_mpn: 0.025540, loss_rec: 0.039849, loss_semantic: 0.553157, loss_idmrf: 7.370609, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:18:18,071 - INFO - [Train] step: 134699, loss_mpn: 0.033107, loss_rec: 0.069585, loss_semantic: 0.680747, loss_idmrf: 9.195267, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:18:50,695 - INFO - [Train] step: 134799, loss_mpn: 0.051451, loss_rec: 0.097650, loss_semantic: 0.912170, loss_idmrf: 10.178475, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:19:23,236 - INFO - [Train] step: 134899, loss_mpn: 0.041947, loss_rec: 0.093685, loss_semantic: 0.927668, loss_idmrf: 10.656736, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:19:55,712 - INFO - [Train] step: 134999, loss_mpn: 0.024143, loss_rec: 0.093359, loss_semantic: 0.884891, loss_idmrf: 7.691866, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:20:35,951 - INFO - [Eval] step: 134999, bce: 0.090937, psnr: 25.604504, ssim: 0.841701, lpips: 0.163407
2023-03-24 01:21:10,897 - INFO - [Train] step: 135099, loss_mpn: 0.033428, loss_rec: 0.061459, loss_semantic: 0.687377, loss_idmrf: 8.184993, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:21:43,342 - INFO - [Train] step: 135199, loss_mpn: 0.031473, loss_rec: 0.059792, loss_semantic: 0.647255, loss_idmrf: 6.385771, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:22:15,767 - INFO - [Train] step: 135299, loss_mpn: 0.032646, loss_rec: 0.096470, loss_semantic: 0.869883, loss_idmrf: 9.576141, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:22:48,307 - INFO - [Train] step: 135399, loss_mpn: 0.024524, loss_rec: 0.024182, loss_semantic: 0.422093, loss_idmrf: 6.030005, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:23:20,878 - INFO - [Train] step: 135499, loss_mpn: 0.048432, loss_rec: 0.041379, loss_semantic: 0.499491, loss_idmrf: 8.216628, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:23:53,465 - INFO - [Train] step: 135599, loss_mpn: 0.034719, loss_rec: 0.098542, loss_semantic: 0.885472, loss_idmrf: 8.912454, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:24:26,153 - INFO - [Train] step: 135699, loss_mpn: 0.030125, loss_rec: 0.036013, loss_semantic: 0.523342, loss_idmrf: 6.574555, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:24:58,663 - INFO - [Train] step: 135799, loss_mpn: 0.012335, loss_rec: 0.062411, loss_semantic: 0.674646, loss_idmrf: 5.421664, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:25:31,281 - INFO - [Train] step: 135899, loss_mpn: 0.056486, loss_rec: 0.070558, loss_semantic: 0.826645, loss_idmrf: 13.188109, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:26:03,908 - INFO - [Train] step: 135999, loss_mpn: 0.023827, loss_rec: 0.048807, loss_semantic: 0.601024, loss_idmrf: 4.102681, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:26:44,164 - INFO - [Eval] step: 135999, bce: 0.092650, psnr: 25.680593, ssim: 0.845022, lpips: 0.164235
2023-03-24 01:27:19,120 - INFO - [Train] step: 136099, loss_mpn: 0.046872, loss_rec: 0.082884, loss_semantic: 0.879986, loss_idmrf: 10.571753, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:27:51,650 - INFO - [Train] step: 136199, loss_mpn: 0.038352, loss_rec: 0.057387, loss_semantic: 0.706340, loss_idmrf: 7.515170, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:28:24,245 - INFO - [Train] step: 136299, loss_mpn: 0.023386, loss_rec: 0.061474, loss_semantic: 0.704543, loss_idmrf: 8.690038, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:28:56,791 - INFO - [Train] step: 136399, loss_mpn: 0.038618, loss_rec: 0.095154, loss_semantic: 0.940773, loss_idmrf: 9.186823, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:29:29,358 - INFO - [Train] step: 136499, loss_mpn: 0.050393, loss_rec: 0.055526, loss_semantic: 0.685062, loss_idmrf: 8.494133, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:30:01,949 - INFO - [Train] step: 136599, loss_mpn: 0.017170, loss_rec: 0.061486, loss_semantic: 0.641494, loss_idmrf: 5.351964, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:30:34,582 - INFO - [Train] step: 136699, loss_mpn: 0.035916, loss_rec: 0.052097, loss_semantic: 0.590437, loss_idmrf: 5.655117, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:31:07,127 - INFO - [Train] step: 136799, loss_mpn: 0.019098, loss_rec: 0.069686, loss_semantic: 0.705457, loss_idmrf: 7.492864, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:31:39,572 - INFO - [Train] step: 136899, loss_mpn: 0.026930, loss_rec: 0.054059, loss_semantic: 0.588354, loss_idmrf: 5.955640, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:32:12,067 - INFO - [Train] step: 136999, loss_mpn: 0.038588, loss_rec: 0.054771, loss_semantic: 0.720269, loss_idmrf: 9.083326, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:32:52,564 - INFO - [Eval] step: 136999, bce: 0.098620, psnr: 25.629858, ssim: 0.844446, lpips: 0.160008
2023-03-24 01:33:27,514 - INFO - [Train] step: 137099, loss_mpn: 0.041326, loss_rec: 0.047221, loss_semantic: 0.673258, loss_idmrf: 7.791314, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:34:00,051 - INFO - [Train] step: 137199, loss_mpn: 0.046071, loss_rec: 0.076569, loss_semantic: 0.820328, loss_idmrf: 10.160915, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:34:32,567 - INFO - [Train] step: 137299, loss_mpn: 0.031328, loss_rec: 0.086833, loss_semantic: 0.895968, loss_idmrf: 13.265707, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:35:05,099 - INFO - [Train] step: 137399, loss_mpn: 0.050154, loss_rec: 0.071192, loss_semantic: 0.873541, loss_idmrf: 7.680385, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:35:37,756 - INFO - [Train] step: 137499, loss_mpn: 0.078979, loss_rec: 0.072655, loss_semantic: 0.788799, loss_idmrf: 10.985254, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:36:10,389 - INFO - [Train] step: 137599, loss_mpn: 0.029489, loss_rec: 0.057376, loss_semantic: 0.726071, loss_idmrf: 9.593239, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:36:43,054 - INFO - [Train] step: 137699, loss_mpn: 0.040752, loss_rec: 0.055222, loss_semantic: 0.654757, loss_idmrf: 5.952058, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:37:15,699 - INFO - [Train] step: 137799, loss_mpn: 0.043786, loss_rec: 0.040268, loss_semantic: 0.552195, loss_idmrf: 7.326122, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:37:48,313 - INFO - [Train] step: 137899, loss_mpn: 0.022821, loss_rec: 0.075084, loss_semantic: 0.785962, loss_idmrf: 8.009577, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:38:20,879 - INFO - [Train] step: 137999, loss_mpn: 0.026985, loss_rec: 0.056120, loss_semantic: 0.700012, loss_idmrf: 9.153141, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:39:01,469 - INFO - [Eval] step: 137999, bce: 0.103006, psnr: 25.697258, ssim: 0.845634, lpips: 0.161334
2023-03-24 01:39:36,497 - INFO - [Train] step: 138099, loss_mpn: 0.040656, loss_rec: 0.082895, loss_semantic: 0.879547, loss_idmrf: 10.336653, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:40:09,029 - INFO - [Train] step: 138199, loss_mpn: 0.040716, loss_rec: 0.082158, loss_semantic: 0.862937, loss_idmrf: 9.534594, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:40:41,599 - INFO - [Train] step: 138299, loss_mpn: 0.032152, loss_rec: 0.094017, loss_semantic: 0.888013, loss_idmrf: 7.905517, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:41:14,170 - INFO - [Train] step: 138399, loss_mpn: 0.051282, loss_rec: 0.060705, loss_semantic: 0.800088, loss_idmrf: 9.819038, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:41:46,732 - INFO - [Train] step: 138499, loss_mpn: 0.048705, loss_rec: 0.061383, loss_semantic: 0.700732, loss_idmrf: 7.321595, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:42:19,216 - INFO - [Train] step: 138599, loss_mpn: 0.035846, loss_rec: 0.090918, loss_semantic: 1.016158, loss_idmrf: 10.181683, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:42:51,734 - INFO - [Train] step: 138699, loss_mpn: 0.042461, loss_rec: 0.088819, loss_semantic: 0.904350, loss_idmrf: 9.635391, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:43:24,267 - INFO - [Train] step: 138799, loss_mpn: 0.022759, loss_rec: 0.052251, loss_semantic: 0.677170, loss_idmrf: 7.301288, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:43:56,767 - INFO - [Train] step: 138899, loss_mpn: 0.024954, loss_rec: 0.082076, loss_semantic: 0.841823, loss_idmrf: 7.148154, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:44:29,333 - INFO - [Train] step: 138999, loss_mpn: 0.034950, loss_rec: 0.064454, loss_semantic: 0.759975, loss_idmrf: 9.334629, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:45:09,788 - INFO - [Eval] step: 138999, bce: 0.092646, psnr: 25.556580, ssim: 0.844804, lpips: 0.163554
2023-03-24 01:45:44,626 - INFO - [Train] step: 139099, loss_mpn: 0.037949, loss_rec: 0.053854, loss_semantic: 0.622594, loss_idmrf: 7.225001, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:46:17,015 - INFO - [Train] step: 139199, loss_mpn: 0.038922, loss_rec: 0.073428, loss_semantic: 0.918540, loss_idmrf: 10.665783, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:46:49,445 - INFO - [Train] step: 139299, loss_mpn: 0.021289, loss_rec: 0.027678, loss_semantic: 0.364434, loss_idmrf: 2.976582, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:47:21,873 - INFO - [Train] step: 139399, loss_mpn: 0.033081, loss_rec: 0.115746, loss_semantic: 1.010701, loss_idmrf: 11.150290, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:47:54,351 - INFO - [Train] step: 139499, loss_mpn: 0.032959, loss_rec: 0.045609, loss_semantic: 0.626036, loss_idmrf: 3.640642, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:48:26,908 - INFO - [Train] step: 139599, loss_mpn: 0.019880, loss_rec: 0.044013, loss_semantic: 0.531301, loss_idmrf: 3.097622, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:48:59,479 - INFO - [Train] step: 139699, loss_mpn: 0.050970, loss_rec: 0.058046, loss_semantic: 0.725430, loss_idmrf: 9.890230, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:49:32,079 - INFO - [Train] step: 139799, loss_mpn: 0.038322, loss_rec: 0.061237, loss_semantic: 0.807719, loss_idmrf: 9.978449, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:50:04,602 - INFO - [Train] step: 139899, loss_mpn: 0.017993, loss_rec: 0.055598, loss_semantic: 0.583359, loss_idmrf: 4.761201, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:50:37,082 - INFO - [Train] step: 139999, loss_mpn: 0.057431, loss_rec: 0.047860, loss_semantic: 0.603004, loss_idmrf: 4.567811, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:51:17,577 - INFO - [Eval] step: 139999, bce: 0.114317, psnr: 25.684507, ssim: 0.845082, lpips: 0.160845
2023-03-24 01:51:52,657 - INFO - [Train] step: 140099, loss_mpn: 0.034609, loss_rec: 0.095635, loss_semantic: 1.019857, loss_idmrf: 10.679010, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:52:25,094 - INFO - [Train] step: 140199, loss_mpn: 0.039543, loss_rec: 0.065653, loss_semantic: 0.772617, loss_idmrf: 8.285528, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:52:57,609 - INFO - [Train] step: 140299, loss_mpn: 0.022853, loss_rec: 0.069951, loss_semantic: 0.697807, loss_idmrf: 7.590318, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:53:30,182 - INFO - [Train] step: 140399, loss_mpn: 0.035584, loss_rec: 0.035319, loss_semantic: 0.476802, loss_idmrf: 4.054106, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:54:02,656 - INFO - [Train] step: 140499, loss_mpn: 0.038809, loss_rec: 0.118032, loss_semantic: 1.070536, loss_idmrf: 11.536952, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:54:35,142 - INFO - [Train] step: 140599, loss_mpn: 0.071898, loss_rec: 0.041338, loss_semantic: 0.621825, loss_idmrf: 13.147524, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:55:07,633 - INFO - [Train] step: 140699, loss_mpn: 0.036426, loss_rec: 0.091231, loss_semantic: 0.900632, loss_idmrf: 11.459489, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:55:40,316 - INFO - [Train] step: 140799, loss_mpn: 0.025686, loss_rec: 0.043009, loss_semantic: 0.541819, loss_idmrf: 6.186220, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:56:12,831 - INFO - [Train] step: 140899, loss_mpn: 0.045445, loss_rec: 0.066269, loss_semantic: 0.765290, loss_idmrf: 7.246704, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:56:45,312 - INFO - [Train] step: 140999, loss_mpn: 0.035611, loss_rec: 0.067670, loss_semantic: 0.766100, loss_idmrf: 9.886484, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:57:25,707 - INFO - [Eval] step: 140999, bce: 0.088053, psnr: 25.551531, ssim: 0.844194, lpips: 0.163156
2023-03-24 01:58:00,732 - INFO - [Train] step: 141099, loss_mpn: 0.037410, loss_rec: 0.033427, loss_semantic: 0.503034, loss_idmrf: 4.238369, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:58:33,239 - INFO - [Train] step: 141199, loss_mpn: 0.027486, loss_rec: 0.129046, loss_semantic: 0.966904, loss_idmrf: 15.840736, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:59:05,728 - INFO - [Train] step: 141299, loss_mpn: 0.051609, loss_rec: 0.063172, loss_semantic: 0.651254, loss_idmrf: 8.121055, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 01:59:38,259 - INFO - [Train] step: 141399, loss_mpn: 0.024597, loss_rec: 0.059080, loss_semantic: 0.610817, loss_idmrf: 7.619313, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:00:10,866 - INFO - [Train] step: 141499, loss_mpn: 0.022462, loss_rec: 0.055033, loss_semantic: 0.615206, loss_idmrf: 7.130610, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:00:43,485 - INFO - [Train] step: 141599, loss_mpn: 0.019927, loss_rec: 0.056935, loss_semantic: 0.668301, loss_idmrf: 6.331991, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:01:16,074 - INFO - [Train] step: 141699, loss_mpn: 0.022027, loss_rec: 0.049593, loss_semantic: 0.617717, loss_idmrf: 5.791498, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:01:48,789 - INFO - [Train] step: 141799, loss_mpn: 0.038759, loss_rec: 0.100403, loss_semantic: 0.938508, loss_idmrf: 10.965368, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:02:21,437 - INFO - [Train] step: 141899, loss_mpn: 0.029669, loss_rec: 0.079494, loss_semantic: 0.746333, loss_idmrf: 8.217719, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:02:54,013 - INFO - [Train] step: 141999, loss_mpn: 0.057371, loss_rec: 0.040922, loss_semantic: 0.532252, loss_idmrf: 5.865801, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:03:34,283 - INFO - [Eval] step: 141999, bce: 0.092510, psnr: 25.737667, ssim: 0.844375, lpips: 0.164508
2023-03-24 02:04:09,173 - INFO - [Train] step: 142099, loss_mpn: 0.038664, loss_rec: 0.070473, loss_semantic: 0.793352, loss_idmrf: 7.213460, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:04:41,598 - INFO - [Train] step: 142199, loss_mpn: 0.020054, loss_rec: 0.058172, loss_semantic: 0.666450, loss_idmrf: 7.277858, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:05:14,137 - INFO - [Train] step: 142299, loss_mpn: 0.020426, loss_rec: 0.035706, loss_semantic: 0.451694, loss_idmrf: 3.079003, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:05:46,589 - INFO - [Train] step: 142399, loss_mpn: 0.029888, loss_rec: 0.041611, loss_semantic: 0.559490, loss_idmrf: 6.468657, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:06:19,060 - INFO - [Train] step: 142499, loss_mpn: 0.018963, loss_rec: 0.030457, loss_semantic: 0.476415, loss_idmrf: 3.599665, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:06:51,526 - INFO - [Train] step: 142599, loss_mpn: 0.040544, loss_rec: 0.088147, loss_semantic: 0.889314, loss_idmrf: 9.334578, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:07:23,991 - INFO - [Train] step: 142699, loss_mpn: 0.040978, loss_rec: 0.090929, loss_semantic: 1.027053, loss_idmrf: 12.140398, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:07:56,489 - INFO - [Train] step: 142799, loss_mpn: 0.029243, loss_rec: 0.074657, loss_semantic: 0.819092, loss_idmrf: 7.385478, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:08:29,049 - INFO - [Train] step: 142899, loss_mpn: 0.016976, loss_rec: 0.063872, loss_semantic: 0.644656, loss_idmrf: 6.945834, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:09:01,548 - INFO - [Train] step: 142999, loss_mpn: 0.030866, loss_rec: 0.066812, loss_semantic: 0.705916, loss_idmrf: 7.617898, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:09:41,832 - INFO - [Eval] step: 142999, bce: 0.086245, psnr: 25.705067, ssim: 0.844132, lpips: 0.164457
2023-03-24 02:10:16,768 - INFO - [Train] step: 143099, loss_mpn: 0.043045, loss_rec: 0.059746, loss_semantic: 0.699665, loss_idmrf: 9.134326, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:10:49,126 - INFO - [Train] step: 143199, loss_mpn: 0.032857, loss_rec: 0.086438, loss_semantic: 0.919851, loss_idmrf: 9.605196, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:11:21,544 - INFO - [Train] step: 143299, loss_mpn: 0.111569, loss_rec: 0.052639, loss_semantic: 0.868329, loss_idmrf: 11.296400, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:11:54,186 - INFO - [Train] step: 143399, loss_mpn: 0.026000, loss_rec: 0.069560, loss_semantic: 0.630787, loss_idmrf: 7.008000, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:12:26,648 - INFO - [Train] step: 143499, loss_mpn: 0.080271, loss_rec: 0.057160, loss_semantic: 0.740703, loss_idmrf: 8.695240, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:12:59,182 - INFO - [Train] step: 143599, loss_mpn: 0.058503, loss_rec: 0.051638, loss_semantic: 0.621738, loss_idmrf: 7.111937, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:13:31,636 - INFO - [Train] step: 143699, loss_mpn: 0.025607, loss_rec: 0.077925, loss_semantic: 0.905949, loss_idmrf: 8.977036, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:14:04,024 - INFO - [Train] step: 143799, loss_mpn: 0.016218, loss_rec: 0.052858, loss_semantic: 0.630851, loss_idmrf: 10.111982, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:14:36,495 - INFO - [Train] step: 143899, loss_mpn: 0.027347, loss_rec: 0.053584, loss_semantic: 0.688064, loss_idmrf: 6.266860, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:15:08,971 - INFO - [Train] step: 143999, loss_mpn: 0.053712, loss_rec: 0.070255, loss_semantic: 0.874379, loss_idmrf: 11.015079, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:15:49,235 - INFO - [Eval] step: 143999, bce: 0.090896, psnr: 25.547920, ssim: 0.845809, lpips: 0.161402
2023-03-24 02:16:23,968 - INFO - [Train] step: 144099, loss_mpn: 0.017855, loss_rec: 0.030691, loss_semantic: 0.483220, loss_idmrf: 4.214632, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:16:56,258 - INFO - [Train] step: 144199, loss_mpn: 0.024156, loss_rec: 0.086744, loss_semantic: 0.862535, loss_idmrf: 9.967379, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:17:28,587 - INFO - [Train] step: 144299, loss_mpn: 0.022562, loss_rec: 0.037621, loss_semantic: 0.481373, loss_idmrf: 4.809884, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:18:01,003 - INFO - [Train] step: 144399, loss_mpn: 0.050895, loss_rec: 0.093131, loss_semantic: 0.816164, loss_idmrf: 12.530443, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:18:33,382 - INFO - [Train] step: 144499, loss_mpn: 0.074708, loss_rec: 0.053678, loss_semantic: 0.637241, loss_idmrf: 5.905352, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:19:05,718 - INFO - [Train] step: 144599, loss_mpn: 0.023886, loss_rec: 0.042006, loss_semantic: 0.595480, loss_idmrf: 8.079304, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:19:38,092 - INFO - [Train] step: 144699, loss_mpn: 0.050072, loss_rec: 0.060334, loss_semantic: 0.773231, loss_idmrf: 7.679719, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:20:10,512 - INFO - [Train] step: 144799, loss_mpn: 0.042307, loss_rec: 0.047786, loss_semantic: 0.640455, loss_idmrf: 9.153476, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:20:43,005 - INFO - [Train] step: 144899, loss_mpn: 0.027795, loss_rec: 0.050866, loss_semantic: 0.590899, loss_idmrf: 6.521794, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:21:15,365 - INFO - [Train] step: 144999, loss_mpn: 0.031734, loss_rec: 0.044133, loss_semantic: 0.595439, loss_idmrf: 5.776794, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:21:55,603 - INFO - [Eval] step: 144999, bce: 0.108471, psnr: 25.641167, ssim: 0.845515, lpips: 0.162819
2023-03-24 02:22:30,660 - INFO - [Train] step: 145099, loss_mpn: 0.024276, loss_rec: 0.065608, loss_semantic: 0.740844, loss_idmrf: 10.338103, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:23:02,987 - INFO - [Train] step: 145199, loss_mpn: 0.056656, loss_rec: 0.059527, loss_semantic: 0.642791, loss_idmrf: 4.509254, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:23:35,404 - INFO - [Train] step: 145299, loss_mpn: 0.030785, loss_rec: 0.069597, loss_semantic: 0.677366, loss_idmrf: 7.629434, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:24:07,709 - INFO - [Train] step: 145399, loss_mpn: 0.019651, loss_rec: 0.041788, loss_semantic: 0.561964, loss_idmrf: 5.308291, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:24:40,147 - INFO - [Train] step: 145499, loss_mpn: 0.020296, loss_rec: 0.044587, loss_semantic: 0.642271, loss_idmrf: 4.777106, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:25:12,570 - INFO - [Train] step: 145599, loss_mpn: 0.032394, loss_rec: 0.077280, loss_semantic: 0.834337, loss_idmrf: 11.039150, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:25:45,016 - INFO - [Train] step: 145699, loss_mpn: 0.022186, loss_rec: 0.055757, loss_semantic: 0.657070, loss_idmrf: 6.167880, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:26:17,382 - INFO - [Train] step: 145799, loss_mpn: 0.021732, loss_rec: 0.087382, loss_semantic: 0.750502, loss_idmrf: 5.534048, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:26:49,906 - INFO - [Train] step: 145899, loss_mpn: 0.027114, loss_rec: 0.030305, loss_semantic: 0.494214, loss_idmrf: 2.866435, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:27:22,367 - INFO - [Train] step: 145999, loss_mpn: 0.023135, loss_rec: 0.075667, loss_semantic: 0.710569, loss_idmrf: 9.543855, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:28:02,937 - INFO - [Eval] step: 145999, bce: 0.100178, psnr: 25.693232, ssim: 0.845588, lpips: 0.161745
2023-03-24 02:28:37,851 - INFO - [Train] step: 146099, loss_mpn: 0.035300, loss_rec: 0.034950, loss_semantic: 0.547690, loss_idmrf: 8.268732, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:29:10,203 - INFO - [Train] step: 146199, loss_mpn: 0.042842, loss_rec: 0.067876, loss_semantic: 0.795746, loss_idmrf: 9.447319, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:29:42,573 - INFO - [Train] step: 146299, loss_mpn: 0.023342, loss_rec: 0.036003, loss_semantic: 0.529263, loss_idmrf: 6.617651, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:30:15,011 - INFO - [Train] step: 146399, loss_mpn: 0.049271, loss_rec: 0.058598, loss_semantic: 0.702110, loss_idmrf: 8.765348, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:30:47,543 - INFO - [Train] step: 146499, loss_mpn: 0.044577, loss_rec: 0.064718, loss_semantic: 0.737582, loss_idmrf: 8.434358, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:31:20,008 - INFO - [Train] step: 146599, loss_mpn: 0.035594, loss_rec: 0.077266, loss_semantic: 0.670509, loss_idmrf: 4.826385, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:31:52,384 - INFO - [Train] step: 146699, loss_mpn: 0.024046, loss_rec: 0.038791, loss_semantic: 0.495260, loss_idmrf: 3.134562, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:32:24,921 - INFO - [Train] step: 146799, loss_mpn: 0.027854, loss_rec: 0.115919, loss_semantic: 0.934242, loss_idmrf: 11.402684, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:32:57,450 - INFO - [Train] step: 146899, loss_mpn: 0.018687, loss_rec: 0.033909, loss_semantic: 0.476964, loss_idmrf: 5.671304, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:33:29,935 - INFO - [Train] step: 146999, loss_mpn: 0.035737, loss_rec: 0.039819, loss_semantic: 0.626914, loss_idmrf: 7.571637, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:34:10,155 - INFO - [Eval] step: 146999, bce: 0.089719, psnr: 25.711313, ssim: 0.845330, lpips: 0.158645
2023-03-24 02:34:44,903 - INFO - [Train] step: 147099, loss_mpn: 0.020941, loss_rec: 0.055487, loss_semantic: 0.574128, loss_idmrf: 5.543430, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:35:17,245 - INFO - [Train] step: 147199, loss_mpn: 0.033367, loss_rec: 0.053346, loss_semantic: 0.707401, loss_idmrf: 9.723394, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:35:49,521 - INFO - [Train] step: 147299, loss_mpn: 0.057302, loss_rec: 0.032359, loss_semantic: 0.445459, loss_idmrf: 4.787695, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:36:21,839 - INFO - [Train] step: 147399, loss_mpn: 0.028995, loss_rec: 0.055352, loss_semantic: 0.660373, loss_idmrf: 8.637851, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:36:54,015 - INFO - [Train] step: 147499, loss_mpn: 0.040353, loss_rec: 0.031695, loss_semantic: 0.471862, loss_idmrf: 4.842117, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:37:26,312 - INFO - [Train] step: 147599, loss_mpn: 0.036296, loss_rec: 0.102448, loss_semantic: 1.020806, loss_idmrf: 10.895290, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:37:58,472 - INFO - [Train] step: 147699, loss_mpn: 0.036109, loss_rec: 0.047259, loss_semantic: 0.619705, loss_idmrf: 5.950047, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:38:30,643 - INFO - [Train] step: 147799, loss_mpn: 0.064894, loss_rec: 0.063212, loss_semantic: 0.892289, loss_idmrf: 8.185423, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:39:02,915 - INFO - [Train] step: 147899, loss_mpn: 0.033054, loss_rec: 0.082789, loss_semantic: 0.756063, loss_idmrf: 9.718483, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:39:35,316 - INFO - [Train] step: 147999, loss_mpn: 0.031546, loss_rec: 0.048515, loss_semantic: 0.598085, loss_idmrf: 4.777977, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:40:15,703 - INFO - [Eval] step: 147999, bce: 0.086893, psnr: 25.539246, ssim: 0.846562, lpips: 0.161849
2023-03-24 02:40:50,469 - INFO - [Train] step: 148099, loss_mpn: 0.031597, loss_rec: 0.028986, loss_semantic: 0.461989, loss_idmrf: 3.782445, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:41:22,682 - INFO - [Train] step: 148199, loss_mpn: 0.060536, loss_rec: 0.067296, loss_semantic: 0.723822, loss_idmrf: 8.003193, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:41:55,008 - INFO - [Train] step: 148299, loss_mpn: 0.042263, loss_rec: 0.040836, loss_semantic: 0.536404, loss_idmrf: 3.948842, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:42:27,382 - INFO - [Train] step: 148399, loss_mpn: 0.033894, loss_rec: 0.059521, loss_semantic: 0.619856, loss_idmrf: 8.952685, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:42:59,628 - INFO - [Train] step: 148499, loss_mpn: 0.050802, loss_rec: 0.062328, loss_semantic: 0.678308, loss_idmrf: 8.813219, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:43:31,959 - INFO - [Train] step: 148599, loss_mpn: 0.026883, loss_rec: 0.049277, loss_semantic: 0.559354, loss_idmrf: 5.194147, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:44:04,340 - INFO - [Train] step: 148699, loss_mpn: 0.024642, loss_rec: 0.042354, loss_semantic: 0.550103, loss_idmrf: 5.007654, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:44:36,798 - INFO - [Train] step: 148799, loss_mpn: 0.026312, loss_rec: 0.043005, loss_semantic: 0.591913, loss_idmrf: 7.998343, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:45:09,197 - INFO - [Train] step: 148899, loss_mpn: 0.026513, loss_rec: 0.041384, loss_semantic: 0.600855, loss_idmrf: 5.368336, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:45:41,673 - INFO - [Train] step: 148999, loss_mpn: 0.035386, loss_rec: 0.060793, loss_semantic: 0.815354, loss_idmrf: 5.587401, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:46:22,126 - INFO - [Eval] step: 148999, bce: 0.088976, psnr: 25.679102, ssim: 0.846967, lpips: 0.161390
2023-03-24 02:46:56,909 - INFO - [Train] step: 149099, loss_mpn: 0.015222, loss_rec: 0.041921, loss_semantic: 0.479756, loss_idmrf: 2.850932, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:47:29,189 - INFO - [Train] step: 149199, loss_mpn: 0.028981, loss_rec: 0.052666, loss_semantic: 0.698091, loss_idmrf: 6.721527, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:48:01,536 - INFO - [Train] step: 149299, loss_mpn: 0.026242, loss_rec: 0.063607, loss_semantic: 0.618948, loss_idmrf: 6.539244, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:48:33,904 - INFO - [Train] step: 149399, loss_mpn: 0.025442, loss_rec: 0.059463, loss_semantic: 0.675910, loss_idmrf: 6.409237, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:49:06,261 - INFO - [Train] step: 149499, loss_mpn: 0.021383, loss_rec: 0.042812, loss_semantic: 0.628644, loss_idmrf: 6.937134, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:49:38,659 - INFO - [Train] step: 149599, loss_mpn: 0.022447, loss_rec: 0.026167, loss_semantic: 0.452564, loss_idmrf: 7.333512, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:50:11,083 - INFO - [Train] step: 149699, loss_mpn: 0.016724, loss_rec: 0.035852, loss_semantic: 0.520764, loss_idmrf: 5.633600, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:50:43,432 - INFO - [Train] step: 149799, loss_mpn: 0.027227, loss_rec: 0.083844, loss_semantic: 0.853364, loss_idmrf: 8.319962, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:51:15,756 - INFO - [Train] step: 149899, loss_mpn: 0.029895, loss_rec: 0.054740, loss_semantic: 0.709802, loss_idmrf: 6.272264, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:51:48,090 - INFO - [Train] step: 149999, loss_mpn: 0.028996, loss_rec: 0.081722, loss_semantic: 0.801529, loss_idmrf: 10.353483, lr_mpn: 0.000100, lr_rin: 0.000100
2023-03-24 02:52:28,572 - INFO - [Eval] step: 149999, bce: 0.096014, psnr: 25.593769, ssim: 0.845491, lpips: 0.166860
2023-03-24 02:52:31,379 - INFO - End of training