RCAN/RCAN.log

[2024-06-04 07:18:48,263] - INFO: LOGGER SETUP COMPLETED
[2024-06-04 07:18:48,266] - INFO: DATASET LOADED
[2024-06-04 07:18:48,592] - INFO: USING FRESH MODEL
[2024-06-04 07:18:48,593] - INFO: Device: cuda
[2024-06-04 07:18:56,473] - INFO: Epoch 1/9999, Iter 0: Loss = 0.2797773778438568, lr = [0.0001]
[2024-06-04 07:19:37,029] - INFO: Epoch 1/9999, Iter 20: Loss = 0.07618436217308044, lr = [0.0001]
[2024-06-04 07:20:21,679] - INFO: Epoch 1/9999, Iter 40: Loss = 0.047612570226192474, lr = [0.0001]
[2024-06-04 07:20:55,545] - INFO: Epoch 2/9999, Iter 60: Loss = 0.04271009564399719, lr = [0.0001]
[2024-06-04 07:21:21,985] - INFO: Epoch 2/9999, Iter 80: Loss = 0.030284550040960312, lr = [0.0001]
[2024-06-04 07:21:49,766] - INFO: Epoch 3/9999, Iter 100: Loss = 0.03462975472211838, lr = [0.0001]
[2024-06-04 07:22:16,481] - INFO: Epoch 3/9999, Iter 120: Loss = 0.03408904746174812, lr = [0.0001]
[2024-06-04 07:22:43,261] - INFO: Epoch 3/9999, Iter 140: Loss = 0.028689371421933174, lr = [0.0001]
[2024-06-04 07:23:10,212] - INFO: Epoch 4/9999, Iter 160: Loss = 0.023369200527668, lr = [0.0001]
[2024-06-04 07:23:36,391] - INFO: Epoch 4/9999, Iter 180: Loss = 0.02700122259557247, lr = [0.0001]
[2024-06-04 07:24:03,929] - INFO: Epoch 5/9999, Iter 200: Loss = 0.025136109441518784, lr = [0.0001]
[2024-06-04 07:24:29,906] - INFO: Epoch 5/9999, Iter 220: Loss = 0.029292672872543335, lr = [0.0001]
[2024-06-04 07:24:57,137] - INFO: Epoch 5/9999, Iter 240: Loss = 0.027697373181581497, lr = [0.0001]
[2024-06-04 07:25:08,095] - INFO: Evaluate at epoch 5!
[2024-06-04 07:25:13,978] - INFO: Eval  PSNR (max): 33.640 (5) 	 SSIM (max): 0.9303 (5)
[2024-06-04 07:25:13,978] - INFO: Eval  PSNR (current): 33.640 (5) 	 SSIM (current): 0.9303 (5)
[2024-06-04 07:25:13,979] - INFO: Evaluation over.
[2024-06-04 07:25:31,258] - INFO: Epoch 6/9999, Iter 260: Loss = 0.02501567266881466, lr = [0.0001]
[2024-06-04 07:25:58,666] - INFO: Epoch 6/9999, Iter 280: Loss = 0.020042119547724724, lr = [0.0001]
[2024-06-04 07:26:25,490] - INFO: Epoch 7/9999, Iter 300: Loss = 0.019937066361308098, lr = [0.0001]
[2024-06-04 07:26:51,611] - INFO: Epoch 7/9999, Iter 320: Loss = 0.023346347734332085, lr = [0.0001]
[2024-06-04 07:27:18,575] - INFO: Epoch 7/9999, Iter 340: Loss = 0.019151929765939713, lr = [0.0001]
[2024-06-04 07:27:45,949] - INFO: Epoch 8/9999, Iter 360: Loss = 0.014662371948361397, lr = [0.0001]
[2024-06-04 07:28:12,221] - INFO: Epoch 8/9999, Iter 380: Loss = 0.024568358436226845, lr = [0.0001]
[2024-06-04 07:28:39,480] - INFO: Epoch 9/9999, Iter 400: Loss = 0.017258206382393837, lr = [0.0001]
[2024-06-04 07:29:06,502] - INFO: Epoch 9/9999, Iter 420: Loss = 0.023647155612707138, lr = [0.0001]
[2024-06-04 07:29:32,882] - INFO: Epoch 9/9999, Iter 440: Loss = 0.014284706674516201, lr = [0.0001]
[2024-06-04 07:29:59,646] - INFO: Epoch 10/9999, Iter 460: Loss = 0.01999739557504654, lr = [0.0001]
[2024-06-04 07:30:27,231] - INFO: Epoch 10/9999, Iter 480: Loss = 0.028750909492373466, lr = [0.0001]
[2024-06-04 07:30:51,313] - INFO: Evaluate at epoch 10!
[2024-06-04 07:30:56,342] - INFO: Eval  PSNR (max): 34.589 (10) 	 SSIM (max): 0.9397 (10)
[2024-06-04 07:30:56,343] - INFO: Eval  PSNR (current): 34.589 (10) 	 SSIM (current): 0.9397 (10)
[2024-06-04 07:30:56,343] - INFO: Evaluation over.
[2024-06-04 07:31:00,554] - INFO: Epoch 11/9999, Iter 500: Loss = 0.019776150584220886, lr = [0.0001]
[2024-06-04 07:31:27,072] - INFO: Epoch 11/9999, Iter 520: Loss = 0.01579643413424492, lr = [0.0001]
[2024-06-04 07:31:53,040] - INFO: Epoch 11/9999, Iter 540: Loss = 0.02334744855761528, lr = [0.0001]
[2024-06-04 07:32:20,651] - INFO: Epoch 12/9999, Iter 560: Loss = 0.021867623552680016, lr = [0.0001]
[2024-06-04 07:32:46,935] - INFO: Epoch 12/9999, Iter 580: Loss = 0.01644877903163433, lr = [0.0001]
[2024-06-04 07:33:14,963] - INFO: Epoch 13/9999, Iter 600: Loss = 0.02293548546731472, lr = [0.0001]
[2024-06-04 07:33:41,186] - INFO: Epoch 13/9999, Iter 620: Loss = 0.018398242071270943, lr = [0.0001]
[2024-06-04 07:34:07,684] - INFO: Epoch 13/9999, Iter 640: Loss = 0.017342235893011093, lr = [0.0001]
[2024-06-04 07:34:35,581] - INFO: Epoch 14/9999, Iter 660: Loss = 0.024138934910297394, lr = [0.0001]
[2024-06-04 07:35:02,871] - INFO: Epoch 14/9999, Iter 680: Loss = 0.015832392498850822, lr = [0.0001]
[2024-06-04 07:35:29,148] - INFO: Epoch 15/9999, Iter 700: Loss = 0.016241002827882767, lr = [0.0001]
[2024-06-04 07:35:56,030] - INFO: Epoch 15/9999, Iter 720: Loss = 0.01716517098248005, lr = [0.0001]
[2024-06-04 07:36:22,792] - INFO: Epoch 15/9999, Iter 740: Loss = 0.01804036647081375, lr = [0.0001]
[2024-06-04 07:36:33,751] - INFO: Evaluate at epoch 15!
[2024-06-04 07:36:38,561] - INFO: Eval  PSNR (max): 35.059 (15) 	 SSIM (max): 0.9434 (15)
[2024-06-04 07:36:38,562] - INFO: Eval  PSNR (current): 35.059 (15) 	 SSIM (current): 0.9434 (15)
[2024-06-04 07:36:38,562] - INFO: Evaluation over.
[2024-06-04 07:36:56,656] - INFO: Epoch 16/9999, Iter 760: Loss = 0.025946997106075287, lr = [0.0001]
[2024-06-04 07:37:23,586] - INFO: Epoch 16/9999, Iter 780: Loss = 0.020892618224024773, lr = [0.0001]
[2024-06-04 07:37:49,835] - INFO: Epoch 17/9999, Iter 800: Loss = 0.014039590954780579, lr = [0.0001]
[2024-06-04 07:38:16,691] - INFO: Epoch 17/9999, Iter 820: Loss = 0.02091177925467491, lr = [0.0001]
[2024-06-04 07:38:42,548] - INFO: Epoch 17/9999, Iter 840: Loss = 0.01596149615943432, lr = [0.0001]
[2024-06-04 07:39:10,010] - INFO: Epoch 18/9999, Iter 860: Loss = 0.01948026567697525, lr = [0.0001]
[2024-06-04 07:39:36,942] - INFO: Epoch 18/9999, Iter 880: Loss = 0.021628525108098984, lr = [0.0001]
[2024-06-04 07:40:04,721] - INFO: Epoch 19/9999, Iter 900: Loss = 0.015579051338136196, lr = [0.0001]
[2024-06-04 07:40:31,455] - INFO: Epoch 19/9999, Iter 920: Loss = 0.017706718295812607, lr = [0.0001]
[2024-06-04 07:40:57,692] - INFO: Epoch 19/9999, Iter 940: Loss = 0.027127491310238838, lr = [0.0001]
[2024-06-04 07:41:23,959] - INFO: Epoch 20/9999, Iter 960: Loss = 0.01185847818851471, lr = [0.0001]
[2024-06-04 07:41:50,894] - INFO: Epoch 20/9999, Iter 980: Loss = 0.014642189256846905, lr = [0.0001]
[2024-06-04 07:42:15,897] - INFO: Evaluate at epoch 20!
[2024-06-04 07:42:20,646] - INFO: Eval  PSNR (max): 35.224 (20) 	 SSIM (max): 0.9449 (20)
[2024-06-04 07:42:20,647] - INFO: Eval  PSNR (current): 35.224 (20) 	 SSIM (current): 0.9449 (20)
[2024-06-04 07:42:20,647] - INFO: Evaluation over.
[2024-06-04 07:42:24,383] - INFO: Epoch 21/9999, Iter 1000: Loss = 0.014363017864525318, lr = [0.0001]
[2024-06-04 07:42:51,184] - INFO: Epoch 21/9999, Iter 1020: Loss = 0.017787303775548935, lr = [0.0001]
[2024-06-04 07:43:18,150] - INFO: Epoch 21/9999, Iter 1040: Loss = 0.015514090657234192, lr = [0.0001]
[2024-06-04 07:43:45,663] - INFO: Epoch 22/9999, Iter 1060: Loss = 0.01945263333618641, lr = [0.0001]
[2024-06-04 07:44:11,658] - INFO: Epoch 22/9999, Iter 1080: Loss = 0.02113470807671547, lr = [0.0001]
[2024-06-04 07:44:39,065] - INFO: Epoch 23/9999, Iter 1100: Loss = 0.016144031658768654, lr = [0.0001]
[2024-06-04 07:45:04,574] - INFO: Epoch 23/9999, Iter 1120: Loss = 0.013225983828306198, lr = [0.0001]
[2024-06-04 07:45:32,063] - INFO: Epoch 23/9999, Iter 1140: Loss = 0.019110169261693954, lr = [0.0001]
[2024-06-04 07:45:59,599] - INFO: Epoch 24/9999, Iter 1160: Loss = 0.023597024381160736, lr = [0.0001]
[2024-06-04 07:46:26,296] - INFO: Epoch 24/9999, Iter 1180: Loss = 0.012502169236540794, lr = [0.0001]
[2024-06-04 07:46:53,478] - INFO: Epoch 25/9999, Iter 1200: Loss = 0.017877347767353058, lr = [0.0001]
[2024-06-04 07:47:20,299] - INFO: Epoch 25/9999, Iter 1220: Loss = 0.01902475580573082, lr = [0.0001]
[2024-06-04 07:47:47,104] - INFO: Epoch 25/9999, Iter 1240: Loss = 0.015110458247363567, lr = [0.0001]
[2024-06-04 07:47:58,054] - INFO: Evaluate at epoch 25!
[2024-06-04 07:48:03,115] - INFO: Eval  PSNR (max): 35.382 (25) 	 SSIM (max): 0.9470 (25)
[2024-06-04 07:48:03,115] - INFO: Eval  PSNR (current): 35.382 (25) 	 SSIM (current): 0.9470 (25)
[2024-06-04 07:48:03,116] - INFO: Evaluation over.
[2024-06-04 07:48:20,477] - INFO: Epoch 26/9999, Iter 1260: Loss = 0.01952611468732357, lr = [0.0001]
[2024-06-04 07:48:47,615] - INFO: Epoch 26/9999, Iter 1280: Loss = 0.023824617266654968, lr = [0.0001]
[2024-06-04 07:49:14,639] - INFO: Epoch 27/9999, Iter 1300: Loss = 0.0191939789801836, lr = [0.0001]
[2024-06-04 07:49:40,469] - INFO: Epoch 27/9999, Iter 1320: Loss = 0.020270517095923424, lr = [0.0001]
[2024-06-04 07:50:06,869] - INFO: Epoch 27/9999, Iter 1340: Loss = 0.014320671558380127, lr = [0.0001]
[2024-06-04 07:50:35,092] - INFO: Epoch 28/9999, Iter 1360: Loss = 0.01636810600757599, lr = [0.0001]
[2024-06-04 07:51:02,208] - INFO: Epoch 28/9999, Iter 1380: Loss = 0.020212549716234207, lr = [0.0001]
[2024-06-04 07:51:29,340] - INFO: Epoch 29/9999, Iter 1400: Loss = 0.01450639870017767, lr = [0.0001]
[2024-06-04 07:51:55,496] - INFO: Epoch 29/9999, Iter 1420: Loss = 0.02349907159805298, lr = [0.0001]
[2024-06-04 07:52:21,844] - INFO: Epoch 29/9999, Iter 1440: Loss = 0.016537660732865334, lr = [0.0001]
[2024-06-04 07:52:49,567] - INFO: Epoch 30/9999, Iter 1460: Loss = 0.01974388398230076, lr = [0.0001]
[2024-06-04 07:53:16,388] - INFO: Epoch 30/9999, Iter 1480: Loss = 0.01961214654147625, lr = [0.0001]
[2024-06-04 07:53:40,929] - INFO: Evaluate at epoch 30!
[2024-06-04 07:53:46,082] - INFO: Eval  PSNR (max): 35.732 (30) 	 SSIM (max): 0.9485 (30)
[2024-06-04 07:53:46,082] - INFO: Eval  PSNR (current): 35.732 (30) 	 SSIM (current): 0.9485 (30)
[2024-06-04 07:53:46,083] - INFO: Evaluation over.
[2024-06-04 07:53:50,250] - INFO: Epoch 31/9999, Iter 1500: Loss = 0.02131567895412445, lr = [0.0001]
[2024-06-04 07:54:16,340] - INFO: Epoch 31/9999, Iter 1520: Loss = 0.020788930356502533, lr = [0.0001]
[2024-06-04 07:54:43,801] - INFO: Epoch 31/9999, Iter 1540: Loss = 0.023584997281432152, lr = [0.0001]
[2024-06-04 07:55:10,914] - INFO: Epoch 32/9999, Iter 1560: Loss = 0.016092898324131966, lr = [0.0001]
[2024-06-04 07:55:38,002] - INFO: Epoch 32/9999, Iter 1580: Loss = 0.02216496504843235, lr = [0.0001]
[2024-06-04 07:56:04,873] - INFO: Epoch 33/9999, Iter 1600: Loss = 0.02104865573346615, lr = [0.0001]
[2024-06-04 07:56:31,444] - INFO: Epoch 33/9999, Iter 1620: Loss = 0.01630343683063984, lr = [0.0001]
[2024-06-04 07:56:58,841] - INFO: Epoch 33/9999, Iter 1640: Loss = 0.02197381667792797, lr = [0.0001]
[2024-06-04 07:57:25,759] - INFO: Epoch 34/9999, Iter 1660: Loss = 0.020725902169942856, lr = [0.0001]
[2024-06-04 07:57:52,541] - INFO: Epoch 34/9999, Iter 1680: Loss = 0.008438526652753353, lr = [0.0001]
[2024-06-04 07:58:19,221] - INFO: Epoch 35/9999, Iter 1700: Loss = 0.02023506537079811, lr = [0.0001]
[2024-06-04 07:58:45,996] - INFO: Epoch 35/9999, Iter 1720: Loss = 0.015844551846385002, lr = [0.0001]
[2024-06-04 07:59:13,058] - INFO: Epoch 35/9999, Iter 1740: Loss = 0.021557388827204704, lr = [0.0001]
[2024-06-04 07:59:23,867] - INFO: Evaluate at epoch 35!
[2024-06-04 07:59:28,949] - INFO: Eval  PSNR (max): 35.903 (35) 	 SSIM (max): 0.9497 (35)
[2024-06-04 07:59:28,950] - INFO: Eval  PSNR (current): 35.903 (35) 	 SSIM (current): 0.9497 (35)
[2024-06-04 07:59:28,950] - INFO: Evaluation over.
[2024-06-04 07:59:45,341] - INFO: Epoch 36/9999, Iter 1760: Loss = 0.014568360522389412, lr = [0.0001]
[2024-06-04 08:00:12,246] - INFO: Epoch 36/9999, Iter 1780: Loss = 0.016160044819116592, lr = [0.0001]
[2024-06-04 08:00:40,589] - INFO: Epoch 37/9999, Iter 1800: Loss = 0.022477546706795692, lr = [0.0001]
[2024-06-04 08:01:07,736] - INFO: Epoch 37/9999, Iter 1820: Loss = 0.016363289207220078, lr = [0.0001]
[2024-06-04 08:01:34,393] - INFO: Epoch 37/9999, Iter 1840: Loss = 0.017108161002397537, lr = [0.0001]
[2024-06-04 08:02:00,594] - INFO: Epoch 38/9999, Iter 1860: Loss = 0.015677569434046745, lr = [0.0001]
[2024-06-04 08:02:26,878] - INFO: Epoch 38/9999, Iter 1880: Loss = 0.019486816599965096, lr = [0.0001]
[2024-06-04 08:02:54,646] - INFO: Epoch 39/9999, Iter 1900: Loss = 0.01684732921421528, lr = [0.0001]
[2024-06-04 08:03:21,137] - INFO: Epoch 39/9999, Iter 1920: Loss = 0.011064569465816021, lr = [0.0001]
[2024-06-04 08:03:48,345] - INFO: Epoch 39/9999, Iter 1940: Loss = 0.014115328900516033, lr = [0.0001]
[2024-06-04 08:04:15,222] - INFO: Epoch 40/9999, Iter 1960: Loss = 0.0127082709223032, lr = [0.0001]
[2024-06-04 08:04:41,621] - INFO: Epoch 40/9999, Iter 1980: Loss = 0.018206484615802765, lr = [0.0001]
[2024-06-04 08:05:06,547] - INFO: Evaluate at epoch 40!
[2024-06-04 08:05:11,354] - INFO: Eval  PSNR (max): 36.013 (40) 	 SSIM (max): 0.9503 (40)
[2024-06-04 08:05:11,354] - INFO: Eval  PSNR (current): 36.013 (40) 	 SSIM (current): 0.9503 (40)
[2024-06-04 08:05:11,354] - INFO: Evaluation over.
[2024-06-04 08:05:15,532] - INFO: Epoch 41/9999, Iter 2000: Loss = 0.01733488403260708, lr = [0.0001]
[2024-06-04 08:05:41,702] - INFO: Epoch 41/9999, Iter 2020: Loss = 0.014076627790927887, lr = [0.0001]
[2024-06-04 08:06:08,579] - INFO: Epoch 41/9999, Iter 2040: Loss = 0.016378672793507576, lr = [0.0001]
[2024-06-04 08:06:35,321] - INFO: Epoch 42/9999, Iter 2060: Loss = 0.015083163045346737, lr = [0.0001]
[2024-06-04 08:07:01,557] - INFO: Epoch 42/9999, Iter 2080: Loss = 0.01598784141242504, lr = [0.0001]
[2024-06-04 08:07:29,930] - INFO: Epoch 43/9999, Iter 2100: Loss = 0.011893095448613167, lr = [0.0001]
[2024-06-04 08:07:56,865] - INFO: Epoch 43/9999, Iter 2120: Loss = 0.013568149879574776, lr = [0.0001]
[2024-06-04 08:08:22,877] - INFO: Epoch 43/9999, Iter 2140: Loss = 0.01593596674501896, lr = [0.0001]
[2024-06-04 08:08:50,273] - INFO: Epoch 44/9999, Iter 2160: Loss = 0.014549750834703445, lr = [0.0001]
[2024-06-04 08:09:17,118] - INFO: Epoch 44/9999, Iter 2180: Loss = 0.01594880409538746, lr = [0.0001]
[2024-06-04 08:09:44,538] - INFO: Epoch 45/9999, Iter 2200: Loss = 0.025977879762649536, lr = [0.0001]
[2024-06-04 08:10:10,889] - INFO: Epoch 45/9999, Iter 2220: Loss = 0.01919694058597088, lr = [0.0001]
[2024-06-04 08:10:38,049] - INFO: Epoch 45/9999, Iter 2240: Loss = 0.013003162108361721, lr = [0.0001]
[2024-06-04 08:10:49,129] - INFO: Evaluate at epoch 45!
[2024-06-04 08:10:54,035] - INFO: Eval  PSNR (max): 36.126 (45) 	 SSIM (max): 0.9517 (45)
[2024-06-04 08:10:54,036] - INFO: Eval  PSNR (current): 36.126 (45) 	 SSIM (current): 0.9517 (45)
[2024-06-04 08:10:54,036] - INFO: Evaluation over.
[2024-06-04 08:11:11,044] - INFO: Epoch 46/9999, Iter 2260: Loss = 0.011101865209639072, lr = [0.0001]
[2024-06-04 08:11:38,126] - INFO: Epoch 46/9999, Iter 2280: Loss = 0.02083016186952591, lr = [0.0001]
[2024-06-04 08:12:05,487] - INFO: Epoch 47/9999, Iter 2300: Loss = 0.016262121498584747, lr = [0.0001]
[2024-06-04 08:12:32,101] - INFO: Epoch 47/9999, Iter 2320: Loss = 0.01774538867175579, lr = [0.0001]
[2024-06-04 08:12:58,268] - INFO: Epoch 47/9999, Iter 2340: Loss = 0.019275465980172157, lr = [0.0001]
[2024-06-04 08:13:26,647] - INFO: Epoch 48/9999, Iter 2360: Loss = 0.017534960061311722, lr = [0.0001]
[2024-06-04 08:13:53,905] - INFO: Epoch 48/9999, Iter 2380: Loss = 0.016670310869812965, lr = [0.0001]
[2024-06-04 08:14:20,153] - INFO: Epoch 49/9999, Iter 2400: Loss = 0.016254084184765816, lr = [0.0001]
[2024-06-04 08:14:46,984] - INFO: Epoch 49/9999, Iter 2420: Loss = 0.020463911816477776, lr = [0.0001]
[2024-06-04 08:15:13,877] - INFO: Epoch 49/9999, Iter 2440: Loss = 0.01430914830416441, lr = [0.0001]
[2024-06-04 08:15:41,403] - INFO: Epoch 50/9999, Iter 2460: Loss = 0.011914970353245735, lr = [0.0001]
[2024-06-04 08:16:07,323] - INFO: Epoch 50/9999, Iter 2480: Loss = 0.019681783393025398, lr = [0.0001]
[2024-06-04 08:16:31,887] - INFO: Evaluate at epoch 50!
[2024-06-04 08:16:35,433] - INFO: Eval  PSNR (max): 36.275 (50) 	 SSIM (max): 0.9517 (45)
[2024-06-04 08:16:35,434] - INFO: Eval  PSNR (current): 36.275 (50) 	 SSIM (current): 0.9517 (50)
[2024-06-04 08:16:35,434] - INFO: Evaluation over.
[2024-06-04 08:16:39,673] - INFO: Epoch 51/9999, Iter 2500: Loss = 0.015292534604668617, lr = [0.0001]
[2024-06-04 08:17:06,057] - INFO: Epoch 51/9999, Iter 2520: Loss = 0.018421484157443047, lr = [0.0001]
[2024-06-04 08:17:32,766] - INFO: Epoch 51/9999, Iter 2540: Loss = 0.016292983666062355, lr = [0.0001]
[2024-06-04 08:18:00,651] - INFO: Epoch 52/9999, Iter 2560: Loss = 0.021883249282836914, lr = [0.0001]
[2024-06-04 08:18:27,024] - INFO: Epoch 52/9999, Iter 2580: Loss = 0.010527814738452435, lr = [0.0001]
[2024-06-04 08:18:54,652] - INFO: Epoch 53/9999, Iter 2600: Loss = 0.0101423105224967, lr = [0.0001]
[2024-06-04 08:19:21,957] - INFO: Epoch 53/9999, Iter 2620: Loss = 0.02107289806008339, lr = [0.0001]
[2024-06-04 08:19:48,704] - INFO: Epoch 53/9999, Iter 2640: Loss = 0.022182533517479897, lr = [0.0001]
[2024-06-04 08:20:14,981] - INFO: Epoch 54/9999, Iter 2660: Loss = 0.01681971177458763, lr = [0.0001]
[2024-06-04 08:20:42,381] - INFO: Epoch 54/9999, Iter 2680: Loss = 0.017256638035178185, lr = [0.0001]
[2024-06-04 08:21:09,317] - INFO: Epoch 55/9999, Iter 2700: Loss = 0.01925906352698803, lr = [0.0001]
[2024-06-04 08:21:36,792] - INFO: Epoch 55/9999, Iter 2720: Loss = 0.010715486481785774, lr = [0.0001]
[2024-06-04 08:22:03,575] - INFO: Epoch 55/9999, Iter 2740: Loss = 0.015791980549693108, lr = [0.0001]
[2024-06-04 08:22:13,936] - INFO: Evaluate at epoch 55!
[2024-06-04 08:22:18,924] - INFO: Eval  PSNR (max): 36.291 (55) 	 SSIM (max): 0.9519 (55)
[2024-06-04 08:22:18,925] - INFO: Eval  PSNR (current): 36.291 (55) 	 SSIM (current): 0.9519 (55)
[2024-06-04 08:22:18,925] - INFO: Evaluation over.
[2024-06-04 08:22:36,477] - INFO: Epoch 56/9999, Iter 2760: Loss = 0.014630855992436409, lr = [0.0001]
[2024-06-04 08:23:03,453] - INFO: Epoch 56/9999, Iter 2780: Loss = 0.016350481659173965, lr = [0.0001]
[2024-06-04 08:23:30,286] - INFO: Epoch 57/9999, Iter 2800: Loss = 0.01441565528512001, lr = [0.0001]
[2024-06-04 08:23:57,711] - INFO: Epoch 57/9999, Iter 2820: Loss = 0.02066751755774021, lr = [0.0001]
[2024-06-04 08:24:24,470] - INFO: Epoch 57/9999, Iter 2840: Loss = 0.01802271604537964, lr = [0.0001]
[2024-06-04 08:24:51,658] - INFO: Epoch 58/9999, Iter 2860: Loss = 0.01185525767505169, lr = [0.0001]
[2024-06-04 08:25:18,769] - INFO: Epoch 58/9999, Iter 2880: Loss = 0.016582638025283813, lr = [0.0001]
[2024-06-04 08:25:45,335] - INFO: Epoch 59/9999, Iter 2900: Loss = 0.017707951366901398, lr = [0.0001]
[2024-06-04 08:26:11,779] - INFO: Epoch 59/9999, Iter 2920: Loss = 0.014823277480900288, lr = [0.0001]
[2024-06-04 08:26:38,821] - INFO: Epoch 59/9999, Iter 2940: Loss = 0.015205714851617813, lr = [0.0001]
[2024-06-04 08:27:05,643] - INFO: Epoch 60/9999, Iter 2960: Loss = 0.012255220673978329, lr = [0.0001]
[2024-06-04 08:27:32,449] - INFO: Epoch 60/9999, Iter 2980: Loss = 0.014473389834165573, lr = [0.0001]
[2024-06-04 08:27:57,044] - INFO: Evaluate at epoch 60!
[2024-06-04 08:28:00,805] - INFO: Eval  PSNR (max): 36.291 (55) 	 SSIM (max): 0.9533 (60)
[2024-06-04 08:28:00,806] - INFO: Eval  PSNR (current): 36.199 (60) 	 SSIM (current): 0.9533 (60)
[2024-06-04 08:28:00,806] - INFO: Evaluation over.
[2024-06-04 08:28:04,661] - INFO: Epoch 61/9999, Iter 3000: Loss = 0.017013683915138245, lr = [0.0001]
[2024-06-04 08:28:31,432] - INFO: Epoch 61/9999, Iter 3020: Loss = 0.021471057087183, lr = [0.0001]
[2024-06-04 08:28:59,115] - INFO: Epoch 61/9999, Iter 3040: Loss = 0.016632214188575745, lr = [0.0001]
[2024-06-04 08:29:26,340] - INFO: Epoch 62/9999, Iter 3060: Loss = 0.0159609355032444, lr = [0.0001]
[2024-06-04 08:29:52,192] - INFO: Epoch 62/9999, Iter 3080: Loss = 0.014123450964689255, lr = [0.0001]
[2024-06-04 08:30:19,552] - INFO: Epoch 63/9999, Iter 3100: Loss = 0.015192223712801933, lr = [0.0001]
[2024-06-04 08:30:46,448] - INFO: Epoch 63/9999, Iter 3120: Loss = 0.02034255675971508, lr = [0.0001]
[2024-06-04 08:31:14,090] - INFO: Epoch 63/9999, Iter 3140: Loss = 0.016865791752934456, lr = [0.0001]
[2024-06-04 08:31:39,956] - INFO: Epoch 64/9999, Iter 3160: Loss = 0.0096074678003788, lr = [0.0001]
[2024-06-04 08:32:07,340] - INFO: Epoch 64/9999, Iter 3180: Loss = 0.019484225660562515, lr = [0.0001]
[2024-06-04 08:32:34,611] - INFO: Epoch 65/9999, Iter 3200: Loss = 0.011219175532460213, lr = [0.0001]
[2024-06-04 08:33:01,038] - INFO: Epoch 65/9999, Iter 3220: Loss = 0.018278030678629875, lr = [0.0001]
[2024-06-04 08:33:28,642] - INFO: Epoch 65/9999, Iter 3240: Loss = 0.016180647537112236, lr = [0.0001]
[2024-06-04 08:33:38,945] - INFO: Evaluate at epoch 65!
[2024-06-04 08:33:44,097] - INFO: Eval  PSNR (max): 36.585 (65) 	 SSIM (max): 0.9540 (65)
[2024-06-04 08:33:44,098] - INFO: Eval  PSNR (current): 36.585 (65) 	 SSIM (current): 0.9540 (65)
[2024-06-04 08:33:44,098] - INFO: Evaluation over.
[2024-06-04 08:34:01,785] - INFO: Epoch 66/9999, Iter 3260: Loss = 0.015069231390953064, lr = [0.0001]
[2024-06-04 08:34:28,211] - INFO: Epoch 66/9999, Iter 3280: Loss = 0.01534595899283886, lr = [0.0001]
[2024-06-04 08:34:55,689] - INFO: Epoch 67/9999, Iter 3300: Loss = 0.01711423508822918, lr = [0.0001]
[2024-06-04 08:35:23,253] - INFO: Epoch 67/9999, Iter 3320: Loss = 0.015976810827851295, lr = [0.0001]
[2024-06-04 08:35:49,245] - INFO: Epoch 67/9999, Iter 3340: Loss = 0.019142527133226395, lr = [0.0001]
[2024-06-04 08:36:15,459] - INFO: Epoch 68/9999, Iter 3360: Loss = 0.016580063849687576, lr = [0.0001]
[2024-06-04 08:36:43,463] - INFO: Epoch 68/9999, Iter 3380: Loss = 0.014684908092021942, lr = [0.0001]
[2024-06-04 08:37:10,401] - INFO: Epoch 69/9999, Iter 3400: Loss = 0.011247215792536736, lr = [0.0001]
[2024-06-04 08:37:36,558] - INFO: Epoch 69/9999, Iter 3420: Loss = 0.01762058213353157, lr = [0.0001]
[2024-06-04 08:38:03,884] - INFO: Epoch 69/9999, Iter 3440: Loss = 0.01381300576031208, lr = [0.0001]
[2024-06-04 08:38:30,046] - INFO: Epoch 70/9999, Iter 3460: Loss = 0.013624935410916805, lr = [0.0001]
[2024-06-04 08:38:57,543] - INFO: Epoch 70/9999, Iter 3480: Loss = 0.014097034931182861, lr = [0.0001]
[2024-06-04 08:39:22,166] - INFO: Evaluate at epoch 70!
[2024-06-04 08:39:24,516] - INFO: Eval  PSNR (max): 36.585 (65) 	 SSIM (max): 0.9540 (65)
[2024-06-04 08:39:24,516] - INFO: Eval  PSNR (current): 36.327 (70) 	 SSIM (current): 0.9535 (70)
[2024-06-04 08:39:24,516] - INFO: Evaluation over.
[2024-06-04 08:39:29,287] - INFO: Epoch 71/9999, Iter 3500: Loss = 0.011547072790563107, lr = [0.0001]
[2024-06-04 08:39:55,734] - INFO: Epoch 71/9999, Iter 3520: Loss = 0.013809203170239925, lr = [0.0001]
[2024-06-04 08:40:22,140] - INFO: Epoch 71/9999, Iter 3540: Loss = 0.017712358385324478, lr = [0.0001]
[2024-06-04 08:40:49,582] - INFO: Epoch 72/9999, Iter 3560: Loss = 0.012873857282102108, lr = [0.0001]
[2024-06-04 08:41:16,751] - INFO: Epoch 72/9999, Iter 3580: Loss = 0.010933672077953815, lr = [0.0001]
[2024-06-04 08:41:43,792] - INFO: Epoch 73/9999, Iter 3600: Loss = 0.01506825815886259, lr = [0.0001]
[2024-06-04 08:42:10,810] - INFO: Epoch 73/9999, Iter 3620: Loss = 0.013559392653405666, lr = [0.0001]
[2024-06-04 08:42:38,018] - INFO: Epoch 73/9999, Iter 3640: Loss = 0.00947642046958208, lr = [0.0001]
[2024-06-04 08:43:05,165] - INFO: Epoch 74/9999, Iter 3660: Loss = 0.016977226361632347, lr = [0.0001]
[2024-06-04 08:43:31,722] - INFO: Epoch 74/9999, Iter 3680: Loss = 0.020818175747990608, lr = [0.0001]
[2024-06-04 08:43:58,922] - INFO: Epoch 75/9999, Iter 3700: Loss = 0.012293604202568531, lr = [0.0001]
[2024-06-04 08:44:25,302] - INFO: Epoch 75/9999, Iter 3720: Loss = 0.01358072180300951, lr = [0.0001]
[2024-06-04 08:44:51,858] - INFO: Epoch 75/9999, Iter 3740: Loss = 0.0180195439606905, lr = [0.0001]
[2024-06-04 08:45:03,575] - INFO: Evaluate at epoch 75!
[2024-06-04 08:45:08,564] - INFO: Eval  PSNR (max): 36.652 (75) 	 SSIM (max): 0.9544 (75)
[2024-06-04 08:45:08,565] - INFO: Eval  PSNR (current): 36.652 (75) 	 SSIM (current): 0.9544 (75)
[2024-06-04 08:45:08,565] - INFO: Evaluation over.
[2024-06-04 08:45:25,794] - INFO: Epoch 76/9999, Iter 3760: Loss = 0.020197365432977676, lr = [0.0001]
[2024-06-04 08:45:52,255] - INFO: Epoch 76/9999, Iter 3780: Loss = 0.013915417715907097, lr = [0.0001]
[2024-06-04 08:46:19,852] - INFO: Epoch 77/9999, Iter 3800: Loss = 0.013296323828399181, lr = [0.0001]
[2024-06-04 08:46:47,268] - INFO: Epoch 77/9999, Iter 3820: Loss = 0.024569295346736908, lr = [0.0001]
[2024-06-04 08:47:14,504] - INFO: Epoch 77/9999, Iter 3840: Loss = 0.01623382791876793, lr = [0.0001]
[2024-06-04 08:47:41,018] - INFO: Epoch 78/9999, Iter 3860: Loss = 0.014782855287194252, lr = [0.0001]
[2024-06-04 08:48:08,250] - INFO: Epoch 78/9999, Iter 3880: Loss = 0.01324401330202818, lr = [0.0001]
[2024-06-04 08:48:35,294] - INFO: Epoch 79/9999, Iter 3900: Loss = 0.014739840291440487, lr = [0.0001]
[2024-06-04 08:49:01,674] - INFO: Epoch 79/9999, Iter 3920: Loss = 0.012477463111281395, lr = [0.0001]
[2024-06-04 08:49:27,887] - INFO: Epoch 79/9999, Iter 3940: Loss = 0.012240312993526459, lr = [0.0001]
[2024-06-04 08:49:55,985] - INFO: Epoch 80/9999, Iter 3960: Loss = 0.01919168047606945, lr = [0.0001]
[2024-06-04 08:50:22,887] - INFO: Epoch 80/9999, Iter 3980: Loss = 0.021419228985905647, lr = [0.0001]
[2024-06-04 08:50:47,229] - INFO: Evaluate at epoch 80!
[2024-06-04 08:50:52,272] - INFO: Eval  PSNR (max): 36.733 (80) 	 SSIM (max): 0.9551 (80)
[2024-06-04 08:50:52,273] - INFO: Eval  PSNR (current): 36.733 (80) 	 SSIM (current): 0.9551 (80)
[2024-06-04 08:50:52,273] - INFO: Evaluation over.
[2024-06-04 08:50:56,783] - INFO: Epoch 81/9999, Iter 4000: Loss = 0.012123492546379566, lr = [0.0001]
[2024-06-04 08:51:23,178] - INFO: Epoch 81/9999, Iter 4020: Loss = 0.009255820885300636, lr = [0.0001]
[2024-06-04 08:51:50,573] - INFO: Epoch 81/9999, Iter 4040: Loss = 0.01651749573647976, lr = [0.0001]
[2024-06-04 08:52:17,198] - INFO: Epoch 82/9999, Iter 4060: Loss = 0.016713429242372513, lr = [0.0001]
[2024-06-04 08:52:44,117] - INFO: Epoch 82/9999, Iter 4080: Loss = 0.011888164095580578, lr = [0.0001]
[2024-06-04 08:53:11,758] - INFO: Epoch 83/9999, Iter 4100: Loss = 0.015614920295774937, lr = [0.0001]
[2024-06-04 08:53:38,558] - INFO: Epoch 83/9999, Iter 4120: Loss = 0.012529448606073856, lr = [0.0001]
[2024-06-04 08:54:06,132] - INFO: Epoch 83/9999, Iter 4140: Loss = 0.013661650009453297, lr = [0.0001]
[2024-06-04 08:54:32,596] - INFO: Epoch 84/9999, Iter 4160: Loss = 0.016135798767209053, lr = [0.0001]
[2024-06-04 08:54:58,783] - INFO: Epoch 84/9999, Iter 4180: Loss = 0.01691119745373726, lr = [0.0001]
[2024-06-04 08:55:26,442] - INFO: Epoch 85/9999, Iter 4200: Loss = 0.019676098600029945, lr = [0.0001]
[2024-06-04 08:55:52,619] - INFO: Epoch 85/9999, Iter 4220: Loss = 0.021462030708789825, lr = [0.0001]
[2024-06-04 08:56:20,134] - INFO: Epoch 85/9999, Iter 4240: Loss = 0.01676415465772152, lr = [0.0001]
[2024-06-04 08:56:31,231] - INFO: Evaluate at epoch 85!
[2024-06-04 08:56:33,522] - INFO: Eval  PSNR (max): 36.733 (80) 	 SSIM (max): 0.9551 (80)
[2024-06-04 08:56:33,522] - INFO: Eval  PSNR (current): 36.655 (85) 	 SSIM (current): 0.9550 (85)
[2024-06-04 08:56:33,522] - INFO: Evaluation over.
[2024-06-04 08:56:51,148] - INFO: Epoch 86/9999, Iter 4260: Loss = 0.021179459989070892, lr = [0.0001]
[2024-06-04 08:57:17,984] - INFO: Epoch 86/9999, Iter 4280: Loss = 0.016659485176205635, lr = [0.0001]
[2024-06-04 08:57:45,147] - INFO: Epoch 87/9999, Iter 4300: Loss = 0.024892697110772133, lr = [0.0001]
[2024-06-04 08:58:12,257] - INFO: Epoch 87/9999, Iter 4320: Loss = 0.013760827481746674, lr = [0.0001]
[2024-06-04 08:58:38,676] - INFO: Epoch 87/9999, Iter 4340: Loss = 0.017112717032432556, lr = [0.0001]
[2024-06-04 08:59:05,325] - INFO: Epoch 88/9999, Iter 4360: Loss = 0.014160988852381706, lr = [0.0001]
[2024-06-04 08:59:32,726] - INFO: Epoch 88/9999, Iter 4380: Loss = 0.011198705993592739, lr = [0.0001]
[2024-06-04 09:00:00,052] - INFO: Epoch 89/9999, Iter 4400: Loss = 0.015337667427957058, lr = [0.0001]
[2024-06-04 09:00:27,286] - INFO: Epoch 89/9999, Iter 4420: Loss = 0.019235122948884964, lr = [0.0001]
[2024-06-04 09:00:54,315] - INFO: Epoch 89/9999, Iter 4440: Loss = 0.018578821793198586, lr = [0.0001]
[2024-06-04 09:01:21,322] - INFO: Epoch 90/9999, Iter 4460: Loss = 0.017273837700486183, lr = [0.0001]
[2024-06-04 09:01:48,420] - INFO: Epoch 90/9999, Iter 4480: Loss = 0.011775551363825798, lr = [0.0001]
[2024-06-04 09:02:12,215] - INFO: Evaluate at epoch 90!
[2024-06-04 09:02:17,132] - INFO: Eval  PSNR (max): 36.773 (90) 	 SSIM (max): 0.9551 (90)
[2024-06-04 09:02:17,133] - INFO: Eval  PSNR (current): 36.773 (90) 	 SSIM (current): 0.9551 (90)
[2024-06-04 09:02:17,133] - INFO: Evaluation over.
[2024-06-04 09:02:21,630] - INFO: Epoch 91/9999, Iter 4500: Loss = 0.008550562895834446, lr = [0.0001]
[2024-06-04 09:02:48,138] - INFO: Epoch 91/9999, Iter 4520: Loss = 0.01332232728600502, lr = [0.0001]
[2024-06-04 09:03:15,104] - INFO: Epoch 91/9999, Iter 4540: Loss = 0.012075994163751602, lr = [0.0001]
[2024-06-04 09:03:41,968] - INFO: Epoch 92/9999, Iter 4560: Loss = 0.01870478317141533, lr = [0.0001]
[2024-06-04 09:04:08,753] - INFO: Epoch 92/9999, Iter 4580: Loss = 0.018446290865540504, lr = [0.0001]
[2024-06-04 09:04:36,234] - INFO: Epoch 93/9999, Iter 4600: Loss = 0.013832394964993, lr = [0.0001]
[2024-06-04 09:05:02,911] - INFO: Epoch 93/9999, Iter 4620: Loss = 0.015232947655022144, lr = [0.0001]
[2024-06-04 09:05:30,535] - INFO: Epoch 93/9999, Iter 4640: Loss = 0.02072162553668022, lr = [0.0001]
[2024-06-04 09:05:57,008] - INFO: Epoch 94/9999, Iter 4660: Loss = 0.014523094519972801, lr = [0.0001]
[2024-06-04 09:06:22,757] - INFO: Epoch 94/9999, Iter 4680: Loss = 0.012827939353883266, lr = [0.0001]
[2024-06-04 09:06:51,158] - INFO: Epoch 95/9999, Iter 4700: Loss = 0.01822758838534355, lr = [0.0001]
[2024-06-04 09:07:18,096] - INFO: Epoch 95/9999, Iter 4720: Loss = 0.01421582791954279, lr = [0.0001]
[2024-06-04 09:07:45,076] - INFO: Epoch 95/9999, Iter 4740: Loss = 0.021397171542048454, lr = [0.0001]
[2024-06-04 09:07:55,938] - INFO: Evaluate at epoch 95!
[2024-06-04 09:08:01,368] - INFO: Eval  PSNR (max): 36.825 (95) 	 SSIM (max): 0.9557 (95)
[2024-06-04 09:08:01,369] - INFO: Eval  PSNR (current): 36.825 (95) 	 SSIM (current): 0.9557 (95)
[2024-06-04 09:08:01,369] - INFO: Evaluation over.
[2024-06-04 09:08:18,640] - INFO: Epoch 96/9999, Iter 4760: Loss = 0.016285724937915802, lr = [0.0001]
[2024-06-04 09:08:46,050] - INFO: Epoch 96/9999, Iter 4780: Loss = 0.014677492901682854, lr = [0.0001]
[2024-06-04 09:09:13,041] - INFO: Epoch 97/9999, Iter 4800: Loss = 0.013295699842274189, lr = [0.0001]
[2024-06-04 09:09:40,116] - INFO: Epoch 97/9999, Iter 4820: Loss = 0.011976487003266811, lr = [0.0001]
[2024-06-04 09:10:06,401] - INFO: Epoch 97/9999, Iter 4840: Loss = 0.02397526614367962, lr = [0.0001]
[2024-06-04 09:10:33,924] - INFO: Epoch 98/9999, Iter 4860: Loss = 0.015588341280817986, lr = [0.0001]
[2024-06-04 09:11:00,844] - INFO: Epoch 98/9999, Iter 4880: Loss = 0.014388397336006165, lr = [0.0001]
[2024-06-04 09:11:28,283] - INFO: Epoch 99/9999, Iter 4900: Loss = 0.016204679384827614, lr = [0.0001]
[2024-06-04 09:11:55,157] - INFO: Epoch 99/9999, Iter 4920: Loss = 0.01560525968670845, lr = [0.0001]
[2024-06-04 09:12:21,973] - INFO: Epoch 99/9999, Iter 4940: Loss = 0.010780316777527332, lr = [0.0001]
[2024-06-04 09:12:49,086] - INFO: Epoch 100/9999, Iter 4960: Loss = 0.016185380518436432, lr = [0.0001]
[2024-06-04 09:13:15,998] - INFO: Epoch 100/9999, Iter 4980: Loss = 0.013982348144054413, lr = [0.0001]
[2024-06-04 09:13:40,242] - INFO: Evaluate at epoch 100!
[2024-06-04 09:13:44,965] - INFO: Eval  PSNR (max): 36.886 (100) 	 SSIM (max): 0.9559 (100)
[2024-06-04 09:13:44,966] - INFO: Eval  PSNR (current): 36.886 (100) 	 SSIM (current): 0.9559 (100)
[2024-06-04 09:13:44,966] - INFO: Evaluation over.
[2024-06-04 09:13:49,299] - INFO: Epoch 101/9999, Iter 5000: Loss = 0.015025044791400433, lr = [0.0001]
[2024-06-04 09:14:15,497] - INFO: Epoch 101/9999, Iter 5020: Loss = 0.025369366630911827, lr = [0.0001]
[2024-06-04 09:14:42,517] - INFO: Epoch 101/9999, Iter 5040: Loss = 0.01734755001962185, lr = [0.0001]
[2024-06-04 09:15:10,219] - INFO: Epoch 102/9999, Iter 5060: Loss = 0.014494871720671654, lr = [0.0001]
[2024-06-04 09:15:37,149] - INFO: Epoch 102/9999, Iter 5080: Loss = 0.018047580495476723, lr = [0.0001]
[2024-06-04 09:16:04,126] - INFO: Epoch 103/9999, Iter 5100: Loss = 0.013195972889661789, lr = [0.0001]
[2024-06-04 09:16:30,586] - INFO: Epoch 103/9999, Iter 5120: Loss = 0.014296847395598888, lr = [0.0001]
[2024-06-04 09:16:58,301] - INFO: Epoch 103/9999, Iter 5140: Loss = 0.0120888352394104, lr = [0.0001]
[2024-06-04 09:17:25,110] - INFO: Epoch 104/9999, Iter 5160: Loss = 0.014677511528134346, lr = [0.0001]
[2024-06-04 09:17:51,031] - INFO: Epoch 104/9999, Iter 5180: Loss = 0.01581265777349472, lr = [0.0001]
[2024-06-04 09:18:18,843] - INFO: Epoch 105/9999, Iter 5200: Loss = 0.018029287457466125, lr = [0.0001]
[2024-06-04 09:18:45,692] - INFO: Epoch 105/9999, Iter 5220: Loss = 0.017574522644281387, lr = [0.0001]
[2024-06-04 09:19:12,346] - INFO: Epoch 105/9999, Iter 5240: Loss = 0.012631043791770935, lr = [0.0001]
[2024-06-04 09:19:23,455] - INFO: Evaluate at epoch 105!
[2024-06-04 09:19:25,779] - INFO: Eval  PSNR (max): 36.886 (100) 	 SSIM (max): 0.9559 (100)
[2024-06-04 09:19:25,779] - INFO: Eval  PSNR (current): 36.882 (105) 	 SSIM (current): 0.9558 (105)
[2024-06-04 09:19:25,779] - INFO: Evaluation over.
[2024-06-04 09:19:43,131] - INFO: Epoch 106/9999, Iter 5260: Loss = 0.010731076821684837, lr = [0.0001]
[2024-06-04 09:20:09,904] - INFO: Epoch 106/9999, Iter 5280: Loss = 0.01684640906751156, lr = [0.0001]
[2024-06-04 09:20:37,155] - INFO: Epoch 107/9999, Iter 5300: Loss = 0.013200376182794571, lr = [0.0001]
[2024-06-04 09:21:03,957] - INFO: Epoch 107/9999, Iter 5320: Loss = 0.013057805597782135, lr = [0.0001]
[2024-06-04 09:21:30,931] - INFO: Epoch 107/9999, Iter 5340: Loss = 0.014506285078823566, lr = [0.0001]
[2024-06-04 09:21:58,085] - INFO: Epoch 108/9999, Iter 5360: Loss = 0.021714091300964355, lr = [0.0001]
[2024-06-04 09:22:24,199] - INFO: Epoch 108/9999, Iter 5380: Loss = 0.017750592902302742, lr = [0.0001]
[2024-06-04 09:22:51,811] - INFO: Epoch 109/9999, Iter 5400: Loss = 0.016020962968468666, lr = [0.0001]
[2024-06-04 09:23:18,260] - INFO: Epoch 109/9999, Iter 5420: Loss = 0.01831415481865406, lr = [0.0001]
[2024-06-04 09:23:44,735] - INFO: Epoch 109/9999, Iter 5440: Loss = 0.01111264806240797, lr = [0.0001]
[2024-06-04 09:24:12,522] - INFO: Epoch 110/9999, Iter 5460: Loss = 0.02208555117249489, lr = [0.0001]
[2024-06-04 09:24:38,845] - INFO: Epoch 110/9999, Iter 5480: Loss = 0.014937616884708405, lr = [0.0001]
[2024-06-04 09:25:03,500] - INFO: Evaluate at epoch 110!
[2024-06-04 09:25:05,800] - INFO: Eval  PSNR (max): 36.886 (100) 	 SSIM (max): 0.9559 (100)
[2024-06-04 09:25:05,800] - INFO: Eval  PSNR (current): 36.870 (110) 	 SSIM (current): 0.9556 (110)
[2024-06-04 09:25:05,800] - INFO: Evaluation over.
[2024-06-04 09:25:10,150] - INFO: Epoch 111/9999, Iter 5500: Loss = 0.019925203174352646, lr = [0.0001]
[2024-06-04 09:25:36,506] - INFO: Epoch 111/9999, Iter 5520: Loss = 0.01382681168615818, lr = [0.0001]
[2024-06-04 09:26:03,454] - INFO: Epoch 111/9999, Iter 5540: Loss = 0.01745472103357315, lr = [0.0001]
[2024-06-04 09:26:30,735] - INFO: Epoch 112/9999, Iter 5560: Loss = 0.009094776585698128, lr = [0.0001]
[2024-06-04 09:26:57,800] - INFO: Epoch 112/9999, Iter 5580: Loss = 0.01035707350820303, lr = [0.0001]
[2024-06-04 09:27:24,659] - INFO: Epoch 113/9999, Iter 5600: Loss = 0.016618775203824043, lr = [0.0001]
[2024-06-04 09:27:51,359] - INFO: Epoch 113/9999, Iter 5620: Loss = 0.01642853207886219, lr = [0.0001]
[2024-06-04 09:28:17,631] - INFO: Epoch 113/9999, Iter 5640: Loss = 0.01905996724963188, lr = [0.0001]
[2024-06-04 09:28:45,647] - INFO: Epoch 114/9999, Iter 5660: Loss = 0.012036173604428768, lr = [0.0001]
[2024-06-04 09:29:11,672] - INFO: Epoch 114/9999, Iter 5680: Loss = 0.012668773531913757, lr = [0.0001]
[2024-06-04 09:29:39,525] - INFO: Epoch 115/9999, Iter 5700: Loss = 0.014890884049236774, lr = [0.0001]
[2024-06-04 09:30:05,708] - INFO: Epoch 115/9999, Iter 5720: Loss = 0.012513920664787292, lr = [0.0001]
[2024-06-04 09:30:32,583] - INFO: Epoch 115/9999, Iter 5740: Loss = 0.01916060410439968, lr = [0.0001]
[2024-06-04 09:30:43,697] - INFO: Evaluate at epoch 115!
[2024-06-04 09:30:47,214] - INFO: Eval  PSNR (max): 36.886 (100) 	 SSIM (max): 0.9560 (115)
[2024-06-04 09:30:47,214] - INFO: Eval  PSNR (current): 36.811 (115) 	 SSIM (current): 0.9560 (115)
[2024-06-04 09:30:47,215] - INFO: Evaluation over.
[2024-06-04 09:31:04,983] - INFO: Epoch 116/9999, Iter 5760: Loss = 0.017392221838235855, lr = [0.0001]
[2024-06-04 09:31:31,527] - INFO: Epoch 116/9999, Iter 5780: Loss = 0.016888733953237534, lr = [0.0001]
[2024-06-04 09:31:58,825] - INFO: Epoch 117/9999, Iter 5800: Loss = 0.02288498543202877, lr = [0.0001]
[2024-06-04 09:32:24,661] - INFO: Epoch 117/9999, Iter 5820: Loss = 0.01602235808968544, lr = [0.0001]
[2024-06-04 09:32:52,130] - INFO: Epoch 117/9999, Iter 5840: Loss = 0.010262075811624527, lr = [0.0001]
[2024-06-04 09:33:19,124] - INFO: Epoch 118/9999, Iter 5860: Loss = 0.018744654953479767, lr = [0.0001]
[2024-06-04 09:33:45,911] - INFO: Epoch 118/9999, Iter 5880: Loss = 0.018793180584907532, lr = [0.0001]
[2024-06-04 09:34:13,512] - INFO: Epoch 119/9999, Iter 5900: Loss = 0.014474253170192242, lr = [0.0001]
[2024-06-04 09:34:39,654] - INFO: Epoch 119/9999, Iter 5920: Loss = 0.011785958893597126, lr = [0.0001]
[2024-06-04 09:35:06,439] - INFO: Epoch 119/9999, Iter 5940: Loss = 0.013930213637650013, lr = [0.0001]
[2024-06-04 09:35:34,302] - INFO: Epoch 120/9999, Iter 5960: Loss = 0.0165192112326622, lr = [0.0001]
[2024-06-04 09:36:00,541] - INFO: Epoch 120/9999, Iter 5980: Loss = 0.014157970435917377, lr = [0.0001]
[2024-06-04 09:36:25,347] - INFO: Evaluate at epoch 120!
[2024-06-04 09:36:30,418] - INFO: Eval  PSNR (max): 36.923 (120) 	 SSIM (max): 0.9561 (120)
[2024-06-04 09:36:30,419] - INFO: Eval  PSNR (current): 36.923 (120) 	 SSIM (current): 0.9561 (120)
[2024-06-04 09:36:30,419] - INFO: Evaluation over.
[2024-06-04 09:36:34,942] - INFO: Epoch 121/9999, Iter 6000: Loss = 0.016439462080597878, lr = [0.0001]
[2024-06-04 09:37:01,687] - INFO: Epoch 121/9999, Iter 6020: Loss = 0.012082424946129322, lr = [0.0001]
[2024-06-04 09:37:28,529] - INFO: Epoch 121/9999, Iter 6040: Loss = 0.015607480891048908, lr = [0.0001]
[2024-06-04 09:37:55,307] - INFO: Epoch 122/9999, Iter 6060: Loss = 0.014895017258822918, lr = [0.0001]
[2024-06-04 09:38:21,311] - INFO: Epoch 122/9999, Iter 6080: Loss = 0.012938417494297028, lr = [0.0001]
[2024-06-04 09:38:49,444] - INFO: Epoch 123/9999, Iter 6100: Loss = 0.017229821532964706, lr = [0.0001]
[2024-06-04 09:39:16,834] - INFO: Epoch 123/9999, Iter 6120: Loss = 0.01904263161122799, lr = [0.0001]
[2024-06-04 09:39:43,457] - INFO: Epoch 123/9999, Iter 6140: Loss = 0.01997377723455429, lr = [0.0001]
[2024-06-04 09:40:10,770] - INFO: Epoch 124/9999, Iter 6160: Loss = 0.016567615792155266, lr = [0.0001]
[2024-06-04 09:40:37,590] - INFO: Epoch 124/9999, Iter 6180: Loss = 0.01322109717875719, lr = [0.0001]
[2024-06-04 09:41:04,574] - INFO: Epoch 125/9999, Iter 6200: Loss = 0.014639298431575298, lr = [0.0001]
[2024-06-04 09:41:30,973] - INFO: Epoch 125/9999, Iter 6220: Loss = 0.018081793561577797, lr = [0.0001]
[2024-06-04 09:41:57,749] - INFO: Epoch 125/9999, Iter 6240: Loss = 0.016039695590734482, lr = [0.0001]
[2024-06-04 09:42:08,757] - INFO: Evaluate at epoch 125!
[2024-06-04 09:42:13,739] - INFO: Eval  PSNR (max): 36.957 (125) 	 SSIM (max): 0.9566 (125)
[2024-06-04 09:42:13,740] - INFO: Eval  PSNR (current): 36.957 (125) 	 SSIM (current): 0.9566 (125)
[2024-06-04 09:42:13,740] - INFO: Evaluation over.
[2024-06-04 09:42:31,414] - INFO: Epoch 126/9999, Iter 6260: Loss = 0.01559979747980833, lr = [0.0001]
[2024-06-04 09:42:59,055] - INFO: Epoch 126/9999, Iter 6280: Loss = 0.016686376184225082, lr = [0.0001]
[2024-06-04 09:43:25,136] - INFO: Epoch 127/9999, Iter 6300: Loss = 0.016510488465428352, lr = [0.0001]
[2024-06-04 09:43:51,764] - INFO: Epoch 127/9999, Iter 6320: Loss = 0.012039726600050926, lr = [0.0001]
[2024-06-04 09:44:18,356] - INFO: Epoch 127/9999, Iter 6340: Loss = 0.01319793052971363, lr = [0.0001]
[2024-06-04 09:44:46,121] - INFO: Epoch 128/9999, Iter 6360: Loss = 0.016741178929805756, lr = [0.0001]
[2024-06-04 09:45:12,736] - INFO: Epoch 128/9999, Iter 6380: Loss = 0.01710292138159275, lr = [0.0001]
[2024-06-04 09:45:39,705] - INFO: Epoch 129/9999, Iter 6400: Loss = 0.015610209666192532, lr = [0.0001]
[2024-06-04 09:46:06,716] - INFO: Epoch 129/9999, Iter 6420: Loss = 0.01764342002570629, lr = [0.0001]
[2024-06-04 09:46:34,118] - INFO: Epoch 129/9999, Iter 6440: Loss = 0.01213979534804821, lr = [0.0001]
[2024-06-04 09:47:00,342] - INFO: Epoch 130/9999, Iter 6460: Loss = 0.016872616484761238, lr = [0.0001]
[2024-06-04 09:47:26,921] - INFO: Epoch 130/9999, Iter 6480: Loss = 0.009169051423668861, lr = [0.0001]
[2024-06-04 09:47:51,852] - INFO: Evaluate at epoch 130!
[2024-06-04 09:47:55,552] - INFO: Eval  PSNR (max): 37.015 (130) 	 SSIM (max): 0.9566 (125)
[2024-06-04 09:47:55,553] - INFO: Eval  PSNR (current): 37.015 (130) 	 SSIM (current): 0.9566 (130)
[2024-06-04 09:47:55,553] - INFO: Evaluation over.
[2024-06-04 09:47:59,789] - INFO: Epoch 131/9999, Iter 6500: Loss = 0.014309346675872803, lr = [0.0001]
[2024-06-04 09:48:26,143] - INFO: Epoch 131/9999, Iter 6520: Loss = 0.0175453033298254, lr = [0.0001]
[2024-06-04 09:48:53,164] - INFO: Epoch 131/9999, Iter 6540: Loss = 0.007257567718625069, lr = [0.0001]
[2024-06-04 09:49:20,205] - INFO: Epoch 132/9999, Iter 6560: Loss = 0.020271074026823044, lr = [0.0001]
[2024-06-04 09:49:46,963] - INFO: Epoch 132/9999, Iter 6580: Loss = 0.020339110866189003, lr = [0.0001]
[2024-06-04 09:50:14,298] - INFO: Epoch 133/9999, Iter 6600: Loss = 0.01507676299661398, lr = [0.0001]
[2024-06-04 09:50:41,115] - INFO: Epoch 133/9999, Iter 6620: Loss = 0.014331883750855923, lr = [0.0001]
[2024-06-04 09:51:07,563] - INFO: Epoch 133/9999, Iter 6640: Loss = 0.013630085624754429, lr = [0.0001]
[2024-06-04 09:51:34,750] - INFO: Epoch 134/9999, Iter 6660: Loss = 0.018264101818203926, lr = [0.0001]
[2024-06-04 09:52:01,744] - INFO: Epoch 134/9999, Iter 6680: Loss = 0.01835300587117672, lr = [0.0001]
[2024-06-04 09:52:28,663] - INFO: Epoch 135/9999, Iter 6700: Loss = 0.011727686040103436, lr = [0.0001]
[2024-06-04 09:52:54,936] - INFO: Epoch 135/9999, Iter 6720: Loss = 0.015961768105626106, lr = [0.0001]
[2024-06-04 09:53:20,990] - INFO: Epoch 135/9999, Iter 6740: Loss = 0.013567178510129452, lr = [0.0001]
[2024-06-04 09:53:33,106] - INFO: Evaluate at epoch 135!
[2024-06-04 09:53:35,425] - INFO: Eval  PSNR (max): 37.015 (130) 	 SSIM (max): 0.9566 (125)
[2024-06-04 09:53:35,425] - INFO: Eval  PSNR (current): 36.913 (135) 	 SSIM (current): 0.9559 (135)
[2024-06-04 09:53:35,425] - INFO: Evaluation over.
[2024-06-04 09:53:53,019] - INFO: Epoch 136/9999, Iter 6760: Loss = 0.012872573919594288, lr = [0.0001]
[2024-06-04 09:54:20,297] - INFO: Epoch 136/9999, Iter 6780: Loss = 0.01235916092991829, lr = [0.0001]
[2024-06-04 09:54:47,038] - INFO: Epoch 137/9999, Iter 6800: Loss = 0.01335099246352911, lr = [0.0001]
[2024-06-04 09:55:14,071] - INFO: Epoch 137/9999, Iter 6820: Loss = 0.015602714382112026, lr = [0.0001]
[2024-06-04 09:55:40,775] - INFO: Epoch 137/9999, Iter 6840: Loss = 0.01907145045697689, lr = [0.0001]
[2024-06-04 09:56:08,430] - INFO: Epoch 138/9999, Iter 6860: Loss = 0.028168438002467155, lr = [0.0001]
[2024-06-04 09:56:35,164] - INFO: Epoch 138/9999, Iter 6880: Loss = 0.020727800205349922, lr = [0.0001]
[2024-06-04 09:57:02,074] - INFO: Epoch 139/9999, Iter 6900: Loss = 0.016103273257613182, lr = [0.0001]
[2024-06-04 09:57:29,184] - INFO: Epoch 139/9999, Iter 6920: Loss = 0.01439144928008318, lr = [0.0001]
[2024-06-04 09:57:54,529] - INFO: Epoch 139/9999, Iter 6940: Loss = 0.013019084930419922, lr = [0.0001]
[2024-06-04 09:58:22,840] - INFO: Epoch 140/9999, Iter 6960: Loss = 0.015916738659143448, lr = [0.0001]
[2024-06-04 09:58:49,692] - INFO: Epoch 140/9999, Iter 6980: Loss = 0.010088060982525349, lr = [0.0001]
[2024-06-04 09:59:14,048] - INFO: Evaluate at epoch 140!
[2024-06-04 09:59:19,362] - INFO: Eval  PSNR (max): 37.064 (140) 	 SSIM (max): 0.9569 (140)
[2024-06-04 09:59:19,363] - INFO: Eval  PSNR (current): 37.064 (140) 	 SSIM (current): 0.9569 (140)
[2024-06-04 09:59:19,363] - INFO: Evaluation over.
[2024-06-04 09:59:23,693] - INFO: Epoch 141/9999, Iter 7000: Loss = 0.01108337752521038, lr = [0.0001]
[2024-06-04 09:59:49,857] - INFO: Epoch 141/9999, Iter 7020: Loss = 0.02298521064221859, lr = [0.0001]
[2024-06-04 10:00:16,697] - INFO: Epoch 141/9999, Iter 7040: Loss = 0.015931306406855583, lr = [0.0001]
[2024-06-04 10:00:43,398] - INFO: Epoch 142/9999, Iter 7060: Loss = 0.015440011397004128, lr = [0.0001]
[2024-06-04 10:01:09,912] - INFO: Epoch 142/9999, Iter 7080: Loss = 0.014544961974024773, lr = [0.0001]
[2024-06-04 10:01:37,886] - INFO: Epoch 143/9999, Iter 7100: Loss = 0.015172134153544903, lr = [0.0001]
[2024-06-04 10:02:04,411] - INFO: Epoch 143/9999, Iter 7120: Loss = 0.02157234586775303, lr = [0.0001]
[2024-06-04 10:02:31,999] - INFO: Epoch 143/9999, Iter 7140: Loss = 0.015186086297035217, lr = [0.0001]
[2024-06-04 10:02:58,297] - INFO: Epoch 144/9999, Iter 7160: Loss = 0.0101771866902709, lr = [0.0001]
[2024-06-04 10:03:25,852] - INFO: Epoch 144/9999, Iter 7180: Loss = 0.014646819792687893, lr = [0.0001]
[2024-06-04 10:03:52,814] - INFO: Epoch 145/9999, Iter 7200: Loss = 0.011538956314325333, lr = [0.0001]
[2024-06-04 10:04:19,308] - INFO: Epoch 145/9999, Iter 7220: Loss = 0.015758289024233818, lr = [0.0001]
[2024-06-04 10:04:45,855] - INFO: Epoch 145/9999, Iter 7240: Loss = 0.024137267842888832, lr = [0.0001]
[2024-06-04 10:04:57,333] - INFO: Evaluate at epoch 145!
[2024-06-04 10:04:59,630] - INFO: Eval  PSNR (max): 37.064 (140) 	 SSIM (max): 0.9569 (140)
[2024-06-04 10:04:59,630] - INFO: Eval  PSNR (current): 36.996 (145) 	 SSIM (current): 0.9559 (145)
[2024-06-04 10:04:59,630] - INFO: Evaluation over.
[2024-06-04 10:05:16,941] - INFO: Epoch 146/9999, Iter 7260: Loss = 0.013104851357638836, lr = [0.0001]
[2024-06-04 10:05:43,386] - INFO: Epoch 146/9999, Iter 7280: Loss = 0.015421345829963684, lr = [0.0001]
[2024-06-04 10:06:11,181] - INFO: Epoch 147/9999, Iter 7300: Loss = 0.01614265888929367, lr = [0.0001]
[2024-06-04 10:06:38,733] - INFO: Epoch 147/9999, Iter 7320: Loss = 0.011752624064683914, lr = [0.0001]
[2024-06-04 10:07:05,294] - INFO: Epoch 147/9999, Iter 7340: Loss = 0.014831969514489174, lr = [0.0001]
[2024-06-04 10:07:32,353] - INFO: Epoch 148/9999, Iter 7360: Loss = 0.014358635060489178, lr = [0.0001]
[2024-06-04 10:07:58,402] - INFO: Epoch 148/9999, Iter 7380: Loss = 0.013800112530589104, lr = [0.0001]
[2024-06-04 10:08:25,819] - INFO: Epoch 149/9999, Iter 7400: Loss = 0.018276648595929146, lr = [0.0001]
[2024-06-04 10:08:52,503] - INFO: Epoch 149/9999, Iter 7420: Loss = 0.022253403440117836, lr = [0.0001]
[2024-06-04 10:09:19,862] - INFO: Epoch 149/9999, Iter 7440: Loss = 0.015131253749132156, lr = [0.0001]
[2024-06-04 10:09:46,767] - INFO: Epoch 150/9999, Iter 7460: Loss = 0.01303515862673521, lr = [0.0001]
[2024-06-04 10:10:13,706] - INFO: Epoch 150/9999, Iter 7480: Loss = 0.016112463548779488, lr = [0.0001]
[2024-06-04 10:10:37,897] - INFO: Evaluate at epoch 150!
[2024-06-04 10:10:40,198] - INFO: Eval  PSNR (max): 37.064 (140) 	 SSIM (max): 0.9569 (140)
[2024-06-04 10:10:40,198] - INFO: Eval  PSNR (current): 36.943 (150) 	 SSIM (current): 0.9566 (150)
[2024-06-04 10:10:40,198] - INFO: Evaluation over.
[2024-06-04 10:10:44,500] - INFO: Epoch 151/9999, Iter 7500: Loss = 0.01266369316726923, lr = [0.0001]
[2024-06-04 10:11:10,721] - INFO: Epoch 151/9999, Iter 7520: Loss = 0.017639081925153732, lr = [0.0001]
[2024-06-04 10:11:36,616] - INFO: Epoch 151/9999, Iter 7540: Loss = 0.014097606763243675, lr = [0.0001]
[2024-06-04 10:12:05,569] - INFO: Epoch 152/9999, Iter 7560: Loss = 0.018442701548337936, lr = [0.0001]
[2024-06-04 10:12:32,993] - INFO: Epoch 152/9999, Iter 7580: Loss = 0.014795904979109764, lr = [0.0001]
[2024-06-04 10:12:59,500] - INFO: Epoch 153/9999, Iter 7600: Loss = 0.014407813549041748, lr = [0.0001]
[2024-06-04 10:13:25,498] - INFO: Epoch 153/9999, Iter 7620: Loss = 0.011067109182476997, lr = [0.0001]
[2024-06-04 10:13:52,297] - INFO: Epoch 153/9999, Iter 7640: Loss = 0.009835848584771156, lr = [0.0001]
[2024-06-04 10:14:19,757] - INFO: Epoch 154/9999, Iter 7660: Loss = 0.02010742761194706, lr = [0.0001]
[2024-06-04 10:14:46,283] - INFO: Epoch 154/9999, Iter 7680: Loss = 0.0195901021361351, lr = [0.0001]
[2024-06-04 10:15:13,780] - INFO: Epoch 155/9999, Iter 7700: Loss = 0.015631329268217087, lr = [0.0001]
[2024-06-04 10:15:40,617] - INFO: Epoch 155/9999, Iter 7720: Loss = 0.011946284212172031, lr = [0.0001]
[2024-06-04 10:16:07,349] - INFO: Epoch 155/9999, Iter 7740: Loss = 0.014044292271137238, lr = [0.0001]
[2024-06-04 10:16:18,247] - INFO: Evaluate at epoch 155!
[2024-06-04 10:16:22,247] - INFO: Eval  PSNR (max): 37.079 (155) 	 SSIM (max): 0.9569 (140)
[2024-06-04 10:16:22,248] - INFO: Eval  PSNR (current): 37.079 (155) 	 SSIM (current): 0.9568 (155)
[2024-06-04 10:16:22,248] - INFO: Evaluation over.
[2024-06-04 10:16:39,467] - INFO: Epoch 156/9999, Iter 7760: Loss = 0.016687728464603424, lr = [0.0001]
[2024-06-04 10:17:06,666] - INFO: Epoch 156/9999, Iter 7780: Loss = 0.013517368584871292, lr = [0.0001]
[2024-06-04 10:17:33,964] - INFO: Epoch 157/9999, Iter 7800: Loss = 0.01343727856874466, lr = [0.0001]
[2024-06-04 10:17:59,849] - INFO: Epoch 157/9999, Iter 7820: Loss = 0.01349214743822813, lr = [0.0001]
[2024-06-04 10:18:26,707] - INFO: Epoch 157/9999, Iter 7840: Loss = 0.01509202178567648, lr = [0.0001]
[2024-06-04 10:18:54,611] - INFO: Epoch 158/9999, Iter 7860: Loss = 0.02162974141538143, lr = [0.0001]
[2024-06-04 10:19:21,004] - INFO: Epoch 158/9999, Iter 7880: Loss = 0.01299048401415348, lr = [0.0001]
[2024-06-04 10:19:48,717] - INFO: Epoch 159/9999, Iter 7900: Loss = 0.010444131679832935, lr = [0.0001]
[2024-06-04 10:20:16,035] - INFO: Epoch 159/9999, Iter 7920: Loss = 0.013609246350824833, lr = [0.0001]
[2024-06-04 10:20:42,839] - INFO: Epoch 159/9999, Iter 7940: Loss = 0.015392739325761795, lr = [0.0001]
[2024-06-04 10:21:10,377] - INFO: Epoch 160/9999, Iter 7960: Loss = 0.01938025839626789, lr = [0.0001]
[2024-06-04 10:21:37,353] - INFO: Epoch 160/9999, Iter 7980: Loss = 0.023215390741825104, lr = [0.0001]
[2024-06-04 10:22:00,849] - INFO: Evaluate at epoch 160!
[2024-06-04 10:22:04,389] - INFO: Eval  PSNR (max): 37.089 (160) 	 SSIM (max): 0.9569 (140)
[2024-06-04 10:22:04,390] - INFO: Eval  PSNR (current): 37.089 (160) 	 SSIM (current): 0.9566 (160)
[2024-06-04 10:22:04,390] - INFO: Evaluation over.
[2024-06-04 10:22:08,447] - INFO: Epoch 161/9999, Iter 8000: Loss = 0.022852584719657898, lr = [0.0001]
[2024-06-04 10:22:35,210] - INFO: Epoch 161/9999, Iter 8020: Loss = 0.013820461928844452, lr = [0.0001]
[2024-06-04 10:23:02,501] - INFO: Epoch 161/9999, Iter 8040: Loss = 0.01245300192385912, lr = [0.0001]
[2024-06-04 10:23:29,248] - INFO: Epoch 162/9999, Iter 8060: Loss = 0.01851486973464489, lr = [0.0001]
[2024-06-04 10:23:56,533] - INFO: Epoch 162/9999, Iter 8080: Loss = 0.012081197462975979, lr = [0.0001]
[2024-06-04 10:24:23,610] - INFO: Epoch 163/9999, Iter 8100: Loss = 0.01109397504478693, lr = [0.0001]
[2024-06-04 10:24:50,700] - INFO: Epoch 163/9999, Iter 8120: Loss = 0.013260775245726109, lr = [0.0001]
[2024-06-04 10:25:17,163] - INFO: Epoch 163/9999, Iter 8140: Loss = 0.016044221818447113, lr = [0.0001]
[2024-06-04 10:25:44,341] - INFO: Epoch 164/9999, Iter 8160: Loss = 0.01119071152061224, lr = [0.0001]
[2024-06-04 10:26:11,317] - INFO: Epoch 164/9999, Iter 8180: Loss = 0.012946325354278088, lr = [0.0001]
[2024-06-04 10:26:38,387] - INFO: Epoch 165/9999, Iter 8200: Loss = 0.014264822006225586, lr = [0.0001]
[2024-06-04 10:27:05,738] - INFO: Epoch 165/9999, Iter 8220: Loss = 0.01589515618979931, lr = [0.0001]
[2024-06-04 10:27:32,406] - INFO: Epoch 165/9999, Iter 8240: Loss = 0.014737806282937527, lr = [0.0001]
[2024-06-04 10:27:42,836] - INFO: Evaluate at epoch 165!
[2024-06-04 10:27:47,766] - INFO: Eval  PSNR (max): 37.128 (165) 	 SSIM (max): 0.9574 (165)
[2024-06-04 10:27:47,767] - INFO: Eval  PSNR (current): 37.128 (165) 	 SSIM (current): 0.9574 (165)
[2024-06-04 10:27:47,767] - INFO: Evaluation over.
[2024-06-04 10:28:05,359] - INFO: Epoch 166/9999, Iter 8260: Loss = 0.01046723686158657, lr = [0.0001]
[2024-06-04 10:28:31,240] - INFO: Epoch 166/9999, Iter 8280: Loss = 0.012427711859345436, lr = [0.0001]
[2024-06-04 10:28:59,057] - INFO: Epoch 167/9999, Iter 8300: Loss = 0.01923663355410099, lr = [0.0001]
[2024-06-04 10:29:25,460] - INFO: Epoch 167/9999, Iter 8320: Loss = 0.013882565312087536, lr = [0.0001]
[2024-06-04 10:29:52,073] - INFO: Epoch 167/9999, Iter 8340: Loss = 0.02586723119020462, lr = [0.0001]
[2024-06-04 10:30:19,399] - INFO: Epoch 168/9999, Iter 8360: Loss = 0.016601907089352608, lr = [0.0001]
[2024-06-04 10:30:46,494] - INFO: Epoch 168/9999, Iter 8380: Loss = 0.00912068597972393, lr = [0.0001]
[2024-06-04 10:31:14,065] - INFO: Epoch 169/9999, Iter 8400: Loss = 0.00826546922326088, lr = [0.0001]
[2024-06-04 10:31:40,128] - INFO: Epoch 169/9999, Iter 8420: Loss = 0.010002958588302135, lr = [0.0001]
[2024-06-04 10:32:07,105] - INFO: Epoch 169/9999, Iter 8440: Loss = 0.012395748868584633, lr = [0.0001]
[2024-06-04 10:32:34,433] - INFO: Epoch 170/9999, Iter 8460: Loss = 0.017659703269600868, lr = [0.0001]
[2024-06-04 10:33:01,633] - INFO: Epoch 170/9999, Iter 8480: Loss = 0.021143432706594467, lr = [0.0001]
[2024-06-04 10:33:25,773] - INFO: Evaluate at epoch 170!
[2024-06-04 10:33:28,100] - INFO: Eval  PSNR (max): 37.128 (165) 	 SSIM (max): 0.9574 (165)
[2024-06-04 10:33:28,100] - INFO: Eval  PSNR (current): 37.122 (170) 	 SSIM (current): 0.9573 (170)
[2024-06-04 10:33:28,100] - INFO: Evaluation over.
[2024-06-04 10:33:32,342] - INFO: Epoch 171/9999, Iter 8500: Loss = 0.015154986642301083, lr = [0.0001]
[2024-06-04 10:33:59,109] - INFO: Epoch 171/9999, Iter 8520: Loss = 0.012314845807850361, lr = [0.0001]
[2024-06-04 10:34:26,027] - INFO: Epoch 171/9999, Iter 8540: Loss = 0.015632685273885727, lr = [0.0001]
[2024-06-04 10:34:53,012] - INFO: Epoch 172/9999, Iter 8560: Loss = 0.015404285863041878, lr = [0.0001]
[2024-06-04 10:35:20,774] - INFO: Epoch 172/9999, Iter 8580: Loss = 0.016677621752023697, lr = [0.0001]
[2024-06-04 10:35:47,023] - INFO: Epoch 173/9999, Iter 8600: Loss = 0.0246841162443161, lr = [0.0001]
[2024-06-04 10:36:13,916] - INFO: Epoch 173/9999, Iter 8620: Loss = 0.016014285385608673, lr = [0.0001]
[2024-06-04 10:36:41,192] - INFO: Epoch 173/9999, Iter 8640: Loss = 0.01477590948343277, lr = [0.0001]
[2024-06-04 10:37:07,832] - INFO: Epoch 174/9999, Iter 8660: Loss = 0.013818841427564621, lr = [0.0001]
[2024-06-04 10:37:34,870] - INFO: Epoch 174/9999, Iter 8680: Loss = 0.014975753612816334, lr = [0.0001]
[2024-06-04 10:38:02,159] - INFO: Epoch 175/9999, Iter 8700: Loss = 0.018930193036794662, lr = [0.0001]
[2024-06-04 10:38:28,513] - INFO: Epoch 175/9999, Iter 8720: Loss = 0.009864912368357182, lr = [0.0001]
[2024-06-04 10:38:56,426] - INFO: Epoch 175/9999, Iter 8740: Loss = 0.013782232068479061, lr = [0.0001]
[2024-06-04 10:39:06,906] - INFO: Evaluate at epoch 175!
[2024-06-04 10:39:10,493] - INFO: Eval  PSNR (max): 37.135 (175) 	 SSIM (max): 0.9574 (165)
[2024-06-04 10:39:10,494] - INFO: Eval  PSNR (current): 37.135 (175) 	 SSIM (current): 0.9571 (175)
[2024-06-04 10:39:10,494] - INFO: Evaluation over.
[2024-06-04 10:39:27,484] - INFO: Epoch 176/9999, Iter 8760: Loss = 0.01608162187039852, lr = [0.0001]
[2024-06-04 10:39:53,882] - INFO: Epoch 176/9999, Iter 8780: Loss = 0.014537719078361988, lr = [0.0001]
[2024-06-04 10:40:22,213] - INFO: Epoch 177/9999, Iter 8800: Loss = 0.01670115627348423, lr = [0.0001]
[2024-06-04 10:40:49,062] - INFO: Epoch 177/9999, Iter 8820: Loss = 0.022339440882205963, lr = [0.0001]
[2024-06-04 10:41:15,507] - INFO: Epoch 177/9999, Iter 8840: Loss = 0.009204985573887825, lr = [0.0001]
[2024-06-04 10:41:42,862] - INFO: Epoch 178/9999, Iter 8860: Loss = 0.018166260793805122, lr = [0.0001]
[2024-06-04 10:42:09,713] - INFO: Epoch 178/9999, Iter 8880: Loss = 0.010623008944094181, lr = [0.0001]
[2024-06-04 10:42:37,076] - INFO: Epoch 179/9999, Iter 8900: Loss = 0.014263649471104145, lr = [0.0001]
[2024-06-04 10:43:03,775] - INFO: Epoch 179/9999, Iter 8920: Loss = 0.01247741561383009, lr = [0.0001]
[2024-06-04 10:43:30,661] - INFO: Epoch 179/9999, Iter 8940: Loss = 0.012034565210342407, lr = [0.0001]
[2024-06-04 10:43:57,752] - INFO: Epoch 180/9999, Iter 8960: Loss = 0.024430781602859497, lr = [0.0001]
[2024-06-04 10:44:24,384] - INFO: Epoch 180/9999, Iter 8980: Loss = 0.014098268933594227, lr = [0.0001]
[2024-06-04 10:44:48,818] - INFO: Evaluate at epoch 180!
[2024-06-04 10:44:51,122] - INFO: Eval  PSNR (max): 37.135 (175) 	 SSIM (max): 0.9574 (165)
[2024-06-04 10:44:51,122] - INFO: Eval  PSNR (current): 37.121 (180) 	 SSIM (current): 0.9572 (180)
[2024-06-04 10:44:51,122] - INFO: Evaluation over.
[2024-06-04 10:44:55,062] - INFO: Epoch 181/9999, Iter 9000: Loss = 0.01491863839328289, lr = [0.0001]
[2024-06-04 10:45:21,909] - INFO: Epoch 181/9999, Iter 9020: Loss = 0.013538502156734467, lr = [0.0001]
[2024-06-04 10:45:49,278] - INFO: Epoch 181/9999, Iter 9040: Loss = 0.0194290392100811, lr = [0.0001]
[2024-06-04 10:46:16,240] - INFO: Epoch 182/9999, Iter 9060: Loss = 0.011590825393795967, lr = [0.0001]
[2024-06-04 10:46:43,027] - INFO: Epoch 182/9999, Iter 9080: Loss = 0.01916467770934105, lr = [0.0001]
[2024-06-04 10:47:09,998] - INFO: Epoch 183/9999, Iter 9100: Loss = 0.008994195610284805, lr = [0.0001]
[2024-06-04 10:47:37,427] - INFO: Epoch 183/9999, Iter 9120: Loss = 0.01337174791842699, lr = [0.0001]
[2024-06-04 10:48:04,064] - INFO: Epoch 183/9999, Iter 9140: Loss = 0.018864883109927177, lr = [0.0001]
[2024-06-04 10:48:29,984] - INFO: Epoch 184/9999, Iter 9160: Loss = 0.02105085551738739, lr = [0.0001]
[2024-06-04 10:48:56,339] - INFO: Epoch 184/9999, Iter 9180: Loss = 0.01263440027832985, lr = [0.0001]
[2024-06-04 10:49:24,636] - INFO: Epoch 185/9999, Iter 9200: Loss = 0.01786019653081894, lr = [0.0001]
[2024-06-04 10:49:51,068] - INFO: Epoch 185/9999, Iter 9220: Loss = 0.012380165047943592, lr = [0.0001]
[2024-06-04 10:50:17,110] - INFO: Epoch 185/9999, Iter 9240: Loss = 0.012918815016746521, lr = [0.0001]
[2024-06-04 10:50:29,185] - INFO: Evaluate at epoch 185!
[2024-06-04 10:50:34,393] - INFO: Eval  PSNR (max): 37.208 (185) 	 SSIM (max): 0.9577 (185)
[2024-06-04 10:50:34,394] - INFO: Eval  PSNR (current): 37.208 (185) 	 SSIM (current): 0.9577 (185)
[2024-06-04 10:50:34,394] - INFO: Evaluation over.
[2024-06-04 10:50:50,960] - INFO: Epoch 186/9999, Iter 9260: Loss = 0.011466826312243938, lr = [0.0001]
[2024-06-04 10:51:18,930] - INFO: Epoch 186/9999, Iter 9280: Loss = 0.012359554879367352, lr = [0.0001]
[2024-06-04 10:51:45,642] - INFO: Epoch 187/9999, Iter 9300: Loss = 0.013474497944116592, lr = [0.0001]
[2024-06-04 10:52:12,457] - INFO: Epoch 187/9999, Iter 9320: Loss = 0.009438799694180489, lr = [0.0001]
[2024-06-04 10:52:38,706] - INFO: Epoch 187/9999, Iter 9340: Loss = 0.015820356085896492, lr = [0.0001]
[2024-06-04 10:53:05,991] - INFO: Epoch 188/9999, Iter 9360: Loss = 0.01144240703433752, lr = [0.0001]
[2024-06-04 10:53:32,564] - INFO: Epoch 188/9999, Iter 9380: Loss = 0.014614123851060867, lr = [0.0001]
[2024-06-04 10:54:00,100] - INFO: Epoch 189/9999, Iter 9400: Loss = 0.013682710938155651, lr = [0.0001]
[2024-06-04 10:54:27,084] - INFO: Epoch 189/9999, Iter 9420: Loss = 0.013233200646936893, lr = [0.0001]
[2024-06-04 10:54:54,585] - INFO: Epoch 189/9999, Iter 9440: Loss = 0.014861996285617352, lr = [0.0001]
[2024-06-04 10:55:20,544] - INFO: Epoch 190/9999, Iter 9460: Loss = 0.015422409400343895, lr = [0.0001]
[2024-06-04 10:55:46,840] - INFO: Epoch 190/9999, Iter 9480: Loss = 0.01484955009073019, lr = [0.0001]
[2024-06-04 10:56:12,162] - INFO: Evaluate at epoch 190!
[2024-06-04 10:56:14,454] - INFO: Eval  PSNR (max): 37.208 (185) 	 SSIM (max): 0.9577 (185)
[2024-06-04 10:56:14,454] - INFO: Eval  PSNR (current): 37.157 (190) 	 SSIM (current): 0.9573 (190)
[2024-06-04 10:56:14,454] - INFO: Evaluation over.
[2024-06-04 10:56:18,815] - INFO: Epoch 191/9999, Iter 9500: Loss = 0.01793755404651165, lr = [0.0001]
[2024-06-04 10:56:44,874] - INFO: Epoch 191/9999, Iter 9520: Loss = 0.011606586165726185, lr = [0.0001]
[2024-06-04 10:57:12,142] - INFO: Epoch 191/9999, Iter 9540: Loss = 0.017763055860996246, lr = [0.0001]
[2024-06-04 10:57:39,010] - INFO: Epoch 192/9999, Iter 9560: Loss = 0.01475806999951601, lr = [0.0001]
[2024-06-04 10:58:05,344] - INFO: Epoch 192/9999, Iter 9580: Loss = 0.0147309061139822, lr = [0.0001]
[2024-06-04 10:58:33,353] - INFO: Epoch 193/9999, Iter 9600: Loss = 0.012550069019198418, lr = [0.0001]
[2024-06-04 10:59:00,093] - INFO: Epoch 193/9999, Iter 9620: Loss = 0.017238125205039978, lr = [0.0001]
[2024-06-04 10:59:26,446] - INFO: Epoch 193/9999, Iter 9640: Loss = 0.01694561168551445, lr = [0.0001]
[2024-06-04 10:59:53,439] - INFO: Epoch 194/9999, Iter 9660: Loss = 0.025300676003098488, lr = [0.0001]
[2024-06-04 11:00:20,329] - INFO: Epoch 194/9999, Iter 9680: Loss = 0.01019467506557703, lr = [0.0001]
[2024-06-04 11:00:48,127] - INFO: Epoch 195/9999, Iter 9700: Loss = 0.011172663420438766, lr = [0.0001]
[2024-06-04 11:01:15,203] - INFO: Epoch 195/9999, Iter 9720: Loss = 0.00952564924955368, lr = [0.0001]
[2024-06-04 11:01:41,914] - INFO: Epoch 195/9999, Iter 9740: Loss = 0.023067200556397438, lr = [0.0001]
[2024-06-04 11:01:52,816] - INFO: Evaluate at epoch 195!
[2024-06-04 11:01:58,084] - INFO: Eval  PSNR (max): 37.268 (195) 	 SSIM (max): 0.9578 (195)
[2024-06-04 11:01:58,084] - INFO: Eval  PSNR (current): 37.268 (195) 	 SSIM (current): 0.9578 (195)
[2024-06-04 11:01:58,085] - INFO: Evaluation over.
[2024-06-04 11:02:15,952] - INFO: Epoch 196/9999, Iter 9760: Loss = 0.015610224567353725, lr = [0.0001]
[2024-06-04 11:02:42,106] - INFO: Epoch 196/9999, Iter 9780: Loss = 0.02091885730624199, lr = [0.0001]
[2024-06-04 11:03:09,804] - INFO: Epoch 197/9999, Iter 9800: Loss = 0.013146142475306988, lr = [0.0001]
[2024-06-04 11:03:36,183] - INFO: Epoch 197/9999, Iter 9820: Loss = 0.014010504819452763, lr = [0.0001]
[2024-06-04 11:04:03,459] - INFO: Epoch 197/9999, Iter 9840: Loss = 0.011815697886049747, lr = [0.0001]
[2024-06-04 11:04:30,451] - INFO: Epoch 198/9999, Iter 9860: Loss = 0.008731848560273647, lr = [0.0001]
[2024-06-04 11:04:56,216] - INFO: Epoch 198/9999, Iter 9880: Loss = 0.016193754971027374, lr = [0.0001]
[2024-06-04 11:05:24,619] - INFO: Epoch 199/9999, Iter 9900: Loss = 0.012244725599884987, lr = [0.0001]
[2024-06-04 11:05:51,328] - INFO: Epoch 199/9999, Iter 9920: Loss = 0.013443251140415668, lr = [0.0001]
[2024-06-04 11:06:18,698] - INFO: Epoch 199/9999, Iter 9940: Loss = 0.021319735795259476, lr = [0.0001]
[2024-06-04 11:06:45,164] - INFO: Epoch 200/9999, Iter 9960: Loss = 0.01247249823063612, lr = [0.0001]
[2024-06-04 11:07:12,297] - INFO: Epoch 200/9999, Iter 9980: Loss = 0.012298648245632648, lr = [0.0001]
[2024-06-04 11:07:36,560] - INFO: Evaluate at epoch 200!
[2024-06-04 11:07:40,282] - INFO: Eval  PSNR (max): 37.269 (200) 	 SSIM (max): 0.9578 (195)
[2024-06-04 11:07:40,282] - INFO: Eval  PSNR (current): 37.269 (200) 	 SSIM (current): 0.9576 (200)
[2024-06-04 11:07:40,283] - INFO: Evaluation over.
[2024-06-04 11:07:44,525] - INFO: Epoch 201/9999, Iter 10000: Loss = 0.008944286964833736, lr = [0.0001]
[2024-06-04 11:08:11,847] - INFO: Epoch 201/9999, Iter 10020: Loss = 0.013720238581299782, lr = [0.0001]
[2024-06-04 11:08:38,702] - INFO: Epoch 201/9999, Iter 10040: Loss = 0.020588461309671402, lr = [0.0001]
[2024-06-04 11:09:04,995] - INFO: Epoch 202/9999, Iter 10060: Loss = 0.01305830292403698, lr = [0.0001]
[2024-06-04 11:09:31,471] - INFO: Epoch 202/9999, Iter 10080: Loss = 0.01733865588903427, lr = [0.0001]
[2024-06-04 11:09:59,412] - INFO: Epoch 203/9999, Iter 10100: Loss = 0.009428942576050758, lr = [0.0001]
[2024-06-04 11:10:25,752] - INFO: Epoch 203/9999, Iter 10120: Loss = 0.01602545753121376, lr = [0.0001]
[2024-06-04 11:10:52,466] - INFO: Epoch 203/9999, Iter 10140: Loss = 0.014758461154997349, lr = [0.0001]
[2024-06-04 11:11:20,354] - INFO: Epoch 204/9999, Iter 10160: Loss = 0.014268755912780762, lr = [0.0001]
[2024-06-04 11:11:47,147] - INFO: Epoch 204/9999, Iter 10180: Loss = 0.015722142532467842, lr = [0.0001]
[2024-06-04 11:12:13,990] - INFO: Epoch 205/9999, Iter 10200: Loss = 0.014841792173683643, lr = [0.0001]
[2024-06-04 11:12:40,780] - INFO: Epoch 205/9999, Iter 10220: Loss = 0.010546134784817696, lr = [0.0001]
[2024-06-04 11:13:08,410] - INFO: Epoch 205/9999, Iter 10240: Loss = 0.01171977911144495, lr = [0.0001]
[2024-06-04 11:13:18,570] - INFO: Evaluate at epoch 205!
[2024-06-04 11:13:23,255] - INFO: Eval  PSNR (max): 37.270 (205) 	 SSIM (max): 0.9579 (205)
[2024-06-04 11:13:23,256] - INFO: Eval  PSNR (current): 37.270 (205) 	 SSIM (current): 0.9579 (205)
[2024-06-04 11:13:23,256] - INFO: Evaluation over.
[2024-06-04 11:13:40,797] - INFO: Epoch 206/9999, Iter 10260: Loss = 0.02106119506061077, lr = [0.0001]
[2024-06-04 11:14:06,950] - INFO: Epoch 206/9999, Iter 10280: Loss = 0.013682215474545956, lr = [0.0001]
[2024-06-04 11:14:34,781] - INFO: Epoch 207/9999, Iter 10300: Loss = 0.013249830342829227, lr = [0.0001]
[2024-06-04 11:15:01,618] - INFO: Epoch 207/9999, Iter 10320: Loss = 0.012110123410820961, lr = [0.0001]
[2024-06-04 11:15:28,858] - INFO: Epoch 207/9999, Iter 10340: Loss = 0.0150084737688303, lr = [0.0001]
[2024-06-04 11:15:55,406] - INFO: Epoch 208/9999, Iter 10360: Loss = 0.013535222969949245, lr = [0.0001]
[2024-06-04 11:16:22,679] - INFO: Epoch 208/9999, Iter 10380: Loss = 0.02065296471118927, lr = [0.0001]
[2024-06-04 11:16:49,753] - INFO: Epoch 209/9999, Iter 10400: Loss = 0.01212275680154562, lr = [0.0001]
[2024-06-04 11:17:16,390] - INFO: Epoch 209/9999, Iter 10420: Loss = 0.020209582522511482, lr = [0.0001]
[2024-06-04 11:17:43,904] - INFO: Epoch 209/9999, Iter 10440: Loss = 0.010313855484127998, lr = [0.0001]
[2024-06-04 11:18:11,001] - INFO: Epoch 210/9999, Iter 10460: Loss = 0.018170861527323723, lr = [0.0001]
[2024-06-04 11:18:37,759] - INFO: Epoch 210/9999, Iter 10480: Loss = 0.011968265287578106, lr = [0.0001]
[2024-06-04 11:19:01,720] - INFO: Evaluate at epoch 210!
[2024-06-04 11:19:06,687] - INFO: Eval  PSNR (max): 37.339 (210) 	 SSIM (max): 0.9582 (210)
[2024-06-04 11:19:06,688] - INFO: Eval  PSNR (current): 37.339 (210) 	 SSIM (current): 0.9582 (210)
[2024-06-04 11:19:06,688] - INFO: Evaluation over.
[2024-06-04 11:19:10,587] - INFO: Epoch 211/9999, Iter 10500: Loss = 0.011202174238860607, lr = [0.0001]
[2024-06-04 11:19:37,387] - INFO: Epoch 211/9999, Iter 10520: Loss = 0.02031983807682991, lr = [0.0001]
[2024-06-04 11:20:03,085] - INFO: Epoch 211/9999, Iter 10540: Loss = 0.01616842858493328, lr = [0.0001]
[2024-06-04 11:20:31,859] - INFO: Epoch 212/9999, Iter 10560: Loss = 0.016765926033258438, lr = [0.0001]
[2024-06-04 11:20:58,930] - INFO: Epoch 212/9999, Iter 10580: Loss = 0.01972608081996441, lr = [0.0001]
[2024-06-04 11:21:25,633] - INFO: Epoch 213/9999, Iter 10600: Loss = 0.012678212486207485, lr = [0.0001]
[2024-06-04 11:21:53,042] - INFO: Epoch 213/9999, Iter 10620: Loss = 0.011118932627141476, lr = [0.0001]
[2024-06-04 11:22:19,483] - INFO: Epoch 213/9999, Iter 10640: Loss = 0.017393684014678, lr = [0.0001]
[2024-06-04 11:22:46,413] - INFO: Epoch 214/9999, Iter 10660: Loss = 0.010395324788987637, lr = [0.0001]
[2024-06-04 11:23:13,451] - INFO: Epoch 214/9999, Iter 10680: Loss = 0.009310430847108364, lr = [0.0001]
[2024-06-04 11:23:40,604] - INFO: Epoch 215/9999, Iter 10700: Loss = 0.015582958236336708, lr = [0.0001]
[2024-06-04 11:24:07,187] - INFO: Epoch 215/9999, Iter 10720: Loss = 0.01636834442615509, lr = [0.0001]
[2024-06-04 11:24:33,582] - INFO: Epoch 215/9999, Iter 10740: Loss = 0.013117218390107155, lr = [0.0001]
[2024-06-04 11:24:44,809] - INFO: Evaluate at epoch 215!
[2024-06-04 11:24:47,105] - INFO: Eval  PSNR (max): 37.339 (210) 	 SSIM (max): 0.9582 (210)
[2024-06-04 11:24:47,106] - INFO: Eval  PSNR (current): 37.193 (215) 	 SSIM (current): 0.9575 (215)
[2024-06-04 11:24:47,106] - INFO: Evaluation over.
[2024-06-04 11:25:04,965] - INFO: Epoch 216/9999, Iter 10760: Loss = 0.010661465115845203, lr = [0.0001]
[2024-06-04 11:25:31,839] - INFO: Epoch 216/9999, Iter 10780: Loss = 0.012570320628583431, lr = [0.0001]
[2024-06-04 11:25:58,953] - INFO: Epoch 217/9999, Iter 10800: Loss = 0.00988482404500246, lr = [0.0001]
[2024-06-04 11:26:25,351] - INFO: Epoch 217/9999, Iter 10820: Loss = 0.015468352474272251, lr = [0.0001]
[2024-06-04 11:26:51,678] - INFO: Epoch 217/9999, Iter 10840: Loss = 0.010295950807631016, lr = [0.0001]
[2024-06-04 11:27:19,926] - INFO: Epoch 218/9999, Iter 10860: Loss = 0.015099047683179379, lr = [0.0001]
[2024-06-04 11:27:47,000] - INFO: Epoch 218/9999, Iter 10880: Loss = 0.01738019287586212, lr = [0.0001]
[2024-06-04 11:28:13,682] - INFO: Epoch 219/9999, Iter 10900: Loss = 0.014076869003474712, lr = [0.0001]
[2024-06-04 11:28:40,699] - INFO: Epoch 219/9999, Iter 10920: Loss = 0.01594126597046852, lr = [0.0001]
[2024-06-04 11:29:07,877] - INFO: Epoch 219/9999, Iter 10940: Loss = 0.011397904716432095, lr = [0.0001]
[2024-06-04 11:29:34,541] - INFO: Epoch 220/9999, Iter 10960: Loss = 0.014879544265568256, lr = [0.0001]
[2024-06-04 11:30:01,918] - INFO: Epoch 220/9999, Iter 10980: Loss = 0.015144409611821175, lr = [0.0001]
[2024-06-04 11:30:25,715] - INFO: Evaluate at epoch 220!
[2024-06-04 11:30:28,035] - INFO: Eval  PSNR (max): 37.339 (210) 	 SSIM (max): 0.9582 (210)
[2024-06-04 11:30:28,036] - INFO: Eval  PSNR (current): 37.163 (220) 	 SSIM (current): 0.9574 (220)
[2024-06-04 11:30:28,036] - INFO: Evaluation over.
[2024-06-04 11:30:32,390] - INFO: Epoch 221/9999, Iter 11000: Loss = 0.015339759178459644, lr = [0.0001]
[2024-06-04 11:30:58,881] - INFO: Epoch 221/9999, Iter 11020: Loss = 0.012951372191309929, lr = [0.0001]
[2024-06-04 11:31:25,859] - INFO: Epoch 221/9999, Iter 11040: Loss = 0.011866748332977295, lr = [0.0001]
[2024-06-04 11:31:53,207] - INFO: Epoch 222/9999, Iter 11060: Loss = 0.012449251487851143, lr = [0.0001]
[2024-06-04 11:32:20,384] - INFO: Epoch 222/9999, Iter 11080: Loss = 0.017049545422196388, lr = [0.0001]
[2024-06-04 11:32:47,115] - INFO: Epoch 223/9999, Iter 11100: Loss = 0.02061619609594345, lr = [0.0001]
[2024-06-04 11:33:13,491] - INFO: Epoch 223/9999, Iter 11120: Loss = 0.010760905221104622, lr = [0.0001]
[2024-06-04 11:33:40,467] - INFO: Epoch 223/9999, Iter 11140: Loss = 0.012684963643550873, lr = [0.0001]
[2024-06-04 11:34:07,453] - INFO: Epoch 224/9999, Iter 11160: Loss = 0.017520297318696976, lr = [0.0001]
[2024-06-04 11:34:34,480] - INFO: Epoch 224/9999, Iter 11180: Loss = 0.01101408340036869, lr = [0.0001]
[2024-06-04 11:35:01,844] - INFO: Epoch 225/9999, Iter 11200: Loss = 0.013176626525819302, lr = [0.0001]
[2024-06-04 11:35:28,837] - INFO: Epoch 225/9999, Iter 11220: Loss = 0.012050467543303967, lr = [0.0001]
[2024-06-04 11:35:55,683] - INFO: Epoch 225/9999, Iter 11240: Loss = 0.021292973309755325, lr = [0.0001]
[2024-06-04 11:36:06,524] - INFO: Evaluate at epoch 225!
[2024-06-04 11:36:10,333] - INFO: Eval  PSNR (max): 37.377 (225) 	 SSIM (max): 0.9582 (210)
[2024-06-04 11:36:10,334] - INFO: Eval  PSNR (current): 37.377 (225) 	 SSIM (current): 0.9580 (225)
[2024-06-04 11:36:10,334] - INFO: Evaluation over.
[2024-06-04 11:36:27,749] - INFO: Epoch 226/9999, Iter 11260: Loss = 0.01306985318660736, lr = [0.0001]
[2024-06-04 11:36:54,776] - INFO: Epoch 226/9999, Iter 11280: Loss = 0.012955904938280582, lr = [0.0001]
[2024-06-04 11:37:21,799] - INFO: Epoch 227/9999, Iter 11300: Loss = 0.012823984026908875, lr = [0.0001]
[2024-06-04 11:37:48,347] - INFO: Epoch 227/9999, Iter 11320: Loss = 0.014697474427521229, lr = [0.0001]
[2024-06-04 11:38:15,576] - INFO: Epoch 227/9999, Iter 11340: Loss = 0.017316099256277084, lr = [0.0001]
[2024-06-04 11:38:42,330] - INFO: Epoch 228/9999, Iter 11360: Loss = 0.00947622861713171, lr = [0.0001]
[2024-06-04 11:39:08,738] - INFO: Epoch 228/9999, Iter 11380: Loss = 0.01839773915708065, lr = [0.0001]
[2024-06-04 11:39:36,257] - INFO: Epoch 229/9999, Iter 11400: Loss = 0.00884926039725542, lr = [0.0001]
[2024-06-04 11:40:02,645] - INFO: Epoch 229/9999, Iter 11420: Loss = 0.012598533183336258, lr = [0.0001]
[2024-06-04 11:40:29,309] - INFO: Epoch 229/9999, Iter 11440: Loss = 0.011097232811152935, lr = [0.0001]
[2024-06-04 11:40:57,579] - INFO: Epoch 230/9999, Iter 11460: Loss = 0.012650568038225174, lr = [0.0001]
[2024-06-04 11:41:24,674] - INFO: Epoch 230/9999, Iter 11480: Loss = 0.01743389666080475, lr = [0.0001]
[2024-06-04 11:41:48,523] - INFO: Evaluate at epoch 230!
[2024-06-04 11:41:50,843] - INFO: Eval  PSNR (max): 37.377 (225) 	 SSIM (max): 0.9582 (210)
[2024-06-04 11:41:50,844] - INFO: Eval  PSNR (current): 37.251 (230) 	 SSIM (current): 0.9581 (230)
[2024-06-04 11:41:50,844] - INFO: Evaluation over.
[2024-06-04 11:41:54,600] - INFO: Epoch 231/9999, Iter 11500: Loss = 0.012057322077453136, lr = [0.0001]
[2024-06-04 11:42:20,837] - INFO: Epoch 231/9999, Iter 11520: Loss = 0.017636843025684357, lr = [0.0001]
[2024-06-04 11:42:48,271] - INFO: Epoch 231/9999, Iter 11540: Loss = 0.018798617646098137, lr = [0.0001]
[2024-06-04 11:43:15,554] - INFO: Epoch 232/9999, Iter 11560: Loss = 0.0164509080350399, lr = [0.0001]
[2024-06-04 11:43:41,987] - INFO: Epoch 232/9999, Iter 11580: Loss = 0.011971628293395042, lr = [0.0001]
[2024-06-04 11:44:09,344] - INFO: Epoch 233/9999, Iter 11600: Loss = 0.016233814880251884, lr = [0.0001]
[2024-06-04 11:44:37,236] - INFO: Epoch 233/9999, Iter 11620: Loss = 0.009750103577971458, lr = [0.0001]
[2024-06-04 11:45:03,446] - INFO: Epoch 233/9999, Iter 11640: Loss = 0.015063186176121235, lr = [0.0001]
[2024-06-04 11:45:29,925] - INFO: Epoch 234/9999, Iter 11660: Loss = 0.013945300132036209, lr = [0.0001]
[2024-06-04 11:45:56,337] - INFO: Epoch 234/9999, Iter 11680: Loss = 0.012741422280669212, lr = [0.0001]
[2024-06-04 11:46:24,352] - INFO: Epoch 235/9999, Iter 11700: Loss = 0.015729909762740135, lr = [0.0001]
[2024-06-04 11:46:50,381] - INFO: Epoch 235/9999, Iter 11720: Loss = 0.012623168528079987, lr = [0.0001]
[2024-06-04 11:47:17,363] - INFO: Epoch 235/9999, Iter 11740: Loss = 0.012653759680688381, lr = [0.0001]
[2024-06-04 11:47:28,734] - INFO: Evaluate at epoch 235!
[2024-06-04 11:47:32,630] - INFO: Eval  PSNR (max): 37.377 (225) 	 SSIM (max): 0.9582 (235)
[2024-06-04 11:47:32,631] - INFO: Eval  PSNR (current): 37.334 (235) 	 SSIM (current): 0.9582 (235)
[2024-06-04 11:47:32,631] - INFO: Evaluation over.
[2024-06-04 11:47:50,736] - INFO: Epoch 236/9999, Iter 11760: Loss = 0.015785304829478264, lr = [0.0001]
[2024-06-04 11:48:16,405] - INFO: Epoch 236/9999, Iter 11780: Loss = 0.018761906772851944, lr = [0.0001]
[2024-06-04 11:48:44,479] - INFO: Epoch 237/9999, Iter 11800: Loss = 0.016815194860100746, lr = [0.0001]
[2024-06-04 11:49:11,154] - INFO: Epoch 237/9999, Iter 11820: Loss = 0.015915393829345703, lr = [0.0001]
[2024-06-04 11:49:38,341] - INFO: Epoch 237/9999, Iter 11840: Loss = 0.017219606786966324, lr = [0.0001]
[2024-06-04 11:50:05,425] - INFO: Epoch 238/9999, Iter 11860: Loss = 0.02061404101550579, lr = [0.0001]
[2024-06-04 11:50:32,166] - INFO: Epoch 238/9999, Iter 11880: Loss = 0.018821796402335167, lr = [0.0001]
[2024-06-04 11:50:59,478] - INFO: Epoch 239/9999, Iter 11900: Loss = 0.015102900564670563, lr = [0.0001]
[2024-06-04 11:51:26,815] - INFO: Epoch 239/9999, Iter 11920: Loss = 0.016542676836252213, lr = [0.0001]
[2024-06-04 11:51:53,271] - INFO: Epoch 239/9999, Iter 11940: Loss = 0.01190783828496933, lr = [0.0001]
[2024-06-04 11:52:20,329] - INFO: Epoch 240/9999, Iter 11960: Loss = 0.011772193014621735, lr = [0.0001]
[2024-06-04 11:52:47,666] - INFO: Epoch 240/9999, Iter 11980: Loss = 0.01609799638390541, lr = [0.0001]
[2024-06-04 11:53:11,418] - INFO: Evaluate at epoch 240!
[2024-06-04 11:53:13,723] - INFO: Eval  PSNR (max): 37.377 (225) 	 SSIM (max): 0.9582 (235)
[2024-06-04 11:53:13,723] - INFO: Eval  PSNR (current): 37.313 (240) 	 SSIM (current): 0.9576 (240)
[2024-06-04 11:53:13,723] - INFO: Evaluation over.
[2024-06-04 11:53:18,058] - INFO: Epoch 241/9999, Iter 12000: Loss = 0.011693967506289482, lr = [0.0001]
[2024-06-04 11:53:45,350] - INFO: Epoch 241/9999, Iter 12020: Loss = 0.01774650625884533, lr = [0.0001]
[2024-06-04 11:54:11,107] - INFO: Epoch 241/9999, Iter 12040: Loss = 0.015642540529370308, lr = [0.0001]
[2024-06-04 11:54:38,655] - INFO: Epoch 242/9999, Iter 12060: Loss = 0.012350409291684628, lr = [0.0001]
[2024-06-04 11:55:05,221] - INFO: Epoch 242/9999, Iter 12080: Loss = 0.014408709481358528, lr = [0.0001]
[2024-06-04 11:55:32,379] - INFO: Epoch 243/9999, Iter 12100: Loss = 0.014568655751645565, lr = [0.0001]
[2024-06-04 11:55:58,912] - INFO: Epoch 243/9999, Iter 12120: Loss = 0.01555825024843216, lr = [0.0001]
[2024-06-04 11:56:25,940] - INFO: Epoch 243/9999, Iter 12140: Loss = 0.016747500747442245, lr = [0.0001]
[2024-06-04 11:56:52,919] - INFO: Epoch 244/9999, Iter 12160: Loss = 0.012189705856144428, lr = [0.0001]
[2024-06-04 11:57:19,402] - INFO: Epoch 244/9999, Iter 12180: Loss = 0.017489207908511162, lr = [0.0001]
[2024-06-04 11:57:47,037] - INFO: Epoch 245/9999, Iter 12200: Loss = 0.011469375342130661, lr = [0.0001]
[2024-06-04 11:58:14,491] - INFO: Epoch 245/9999, Iter 12220: Loss = 0.014960733242332935, lr = [0.0001]
[2024-06-04 11:58:40,934] - INFO: Epoch 245/9999, Iter 12240: Loss = 0.014614422805607319, lr = [0.0001]
[2024-06-04 11:58:51,696] - INFO: Evaluate at epoch 245!
[2024-06-04 11:58:54,000] - INFO: Eval  PSNR (max): 37.377 (225) 	 SSIM (max): 0.9582 (235)
[2024-06-04 11:58:54,001] - INFO: Eval  PSNR (current): 37.330 (245) 	 SSIM (current): 0.9582 (245)
[2024-06-04 11:58:54,001] - INFO: Evaluation over.
[2024-06-04 11:59:11,659] - INFO: Epoch 246/9999, Iter 12260: Loss = 0.016558479517698288, lr = [0.0001]
[2024-06-04 11:59:38,878] - INFO: Epoch 246/9999, Iter 12280: Loss = 0.013797551393508911, lr = [0.0001]
[2024-06-04 12:00:05,656] - INFO: Epoch 247/9999, Iter 12300: Loss = 0.014556623995304108, lr = [0.0001]
[2024-06-04 12:00:32,722] - INFO: Epoch 247/9999, Iter 12320: Loss = 0.008873970247805119, lr = [0.0001]
[2024-06-04 12:00:59,695] - INFO: Epoch 247/9999, Iter 12340: Loss = 0.009024613536894321, lr = [0.0001]
[2024-06-04 12:01:26,469] - INFO: Epoch 248/9999, Iter 12360: Loss = 0.0135875279083848, lr = [0.0001]
[2024-06-04 12:01:53,282] - INFO: Epoch 248/9999, Iter 12380: Loss = 0.015169555321335793, lr = [0.0001]
[2024-06-04 12:02:20,498] - INFO: Epoch 249/9999, Iter 12400: Loss = 0.011487585492432117, lr = [0.0001]
[2024-06-04 12:02:47,690] - INFO: Epoch 249/9999, Iter 12420: Loss = 0.014957300387322903, lr = [0.0001]
[2024-06-04 12:03:14,312] - INFO: Epoch 249/9999, Iter 12440: Loss = 0.021834613755345345, lr = [0.0001]
[2024-06-04 12:03:41,384] - INFO: Epoch 250/9999, Iter 12460: Loss = 0.0130692757666111, lr = [0.0001]
[2024-06-04 12:04:08,043] - INFO: Epoch 250/9999, Iter 12480: Loss = 0.01833784580230713, lr = [0.0001]
[2024-06-04 12:04:32,430] - INFO: Evaluate at epoch 250!
[2024-06-04 12:04:34,717] - INFO: Eval  PSNR (max): 37.377 (225) 	 SSIM (max): 0.9582 (235)
[2024-06-04 12:04:34,718] - INFO: Eval  PSNR (current): 37.253 (250) 	 SSIM (current): 0.9579 (250)
[2024-06-04 12:04:34,718] - INFO: Evaluation over.
[2024-06-04 12:04:38,793] - INFO: Epoch 251/9999, Iter 12500: Loss = 0.015683194622397423, lr = [0.0001]
[2024-06-04 12:05:05,487] - INFO: Epoch 251/9999, Iter 12520: Loss = 0.015539522282779217, lr = [0.0001]
[2024-06-04 12:05:32,033] - INFO: Epoch 251/9999, Iter 12540: Loss = 0.012105617672204971, lr = [0.0001]
[2024-06-04 12:05:59,282] - INFO: Epoch 252/9999, Iter 12560: Loss = 0.011061452329158783, lr = [0.0001]
[2024-06-04 12:06:25,777] - INFO: Epoch 252/9999, Iter 12580: Loss = 0.021342623978853226, lr = [0.0001]
[2024-06-04 12:06:53,457] - INFO: Epoch 253/9999, Iter 12600: Loss = 0.013908622786402702, lr = [0.0001]
[2024-06-04 12:07:19,746] - INFO: Epoch 253/9999, Iter 12620: Loss = 0.015890421345829964, lr = [0.0001]
[2024-06-04 12:07:46,954] - INFO: Epoch 253/9999, Iter 12640: Loss = 0.014313220977783203, lr = [0.0001]
[2024-06-04 12:08:14,480] - INFO: Epoch 254/9999, Iter 12660: Loss = 0.016085341572761536, lr = [0.0001]
[2024-06-04 12:08:40,397] - INFO: Epoch 254/9999, Iter 12680: Loss = 0.015687111765146255, lr = [0.0001]
[2024-06-04 12:09:08,100] - INFO: Epoch 255/9999, Iter 12700: Loss = 0.018826356157660484, lr = [0.0001]
[2024-06-04 12:09:35,037] - INFO: Epoch 255/9999, Iter 12720: Loss = 0.01838676631450653, lr = [0.0001]
[2024-06-04 12:10:01,718] - INFO: Epoch 255/9999, Iter 12740: Loss = 0.02107284963130951, lr = [0.0001]
[2024-06-04 12:10:12,676] - INFO: Evaluate at epoch 255!
[2024-06-04 12:10:16,384] - INFO: Eval  PSNR (max): 37.377 (225) 	 SSIM (max): 0.9584 (255)
[2024-06-04 12:10:16,385] - INFO: Eval  PSNR (current): 37.274 (255) 	 SSIM (current): 0.9584 (255)
[2024-06-04 12:10:16,385] - INFO: Evaluation over.
[2024-06-04 12:10:34,231] - INFO: Epoch 256/9999, Iter 12760: Loss = 0.011214949190616608, lr = [0.0001]
[2024-06-04 12:11:00,588] - INFO: Epoch 256/9999, Iter 12780: Loss = 0.016104668378829956, lr = [0.0001]
[2024-06-04 12:11:28,273] - INFO: Epoch 257/9999, Iter 12800: Loss = 0.01346665620803833, lr = [0.0001]
[2024-06-04 12:11:55,184] - INFO: Epoch 257/9999, Iter 12820: Loss = 0.012428971007466316, lr = [0.0001]
[2024-06-04 12:12:20,737] - INFO: Epoch 257/9999, Iter 12840: Loss = 0.017707783728837967, lr = [0.0001]
[2024-06-04 12:12:48,624] - INFO: Epoch 258/9999, Iter 12860: Loss = 0.01734677329659462, lr = [0.0001]
[2024-06-04 12:13:15,484] - INFO: Epoch 258/9999, Iter 12880: Loss = 0.008190243504941463, lr = [0.0001]
[2024-06-04 12:13:42,734] - INFO: Epoch 259/9999, Iter 12900: Loss = 0.010028647258877754, lr = [0.0001]
[2024-06-04 12:14:09,252] - INFO: Epoch 259/9999, Iter 12920: Loss = 0.014651826582849026, lr = [0.0001]
[2024-06-04 12:14:35,658] - INFO: Epoch 259/9999, Iter 12940: Loss = 0.011972063221037388, lr = [0.0001]
[2024-06-04 12:15:02,864] - INFO: Epoch 260/9999, Iter 12960: Loss = 0.01242774073034525, lr = [0.0001]
[2024-06-04 12:15:29,798] - INFO: Epoch 260/9999, Iter 12980: Loss = 0.013583146966993809, lr = [0.0001]
[2024-06-04 12:15:54,592] - INFO: Evaluate at epoch 260!
[2024-06-04 12:15:56,906] - INFO: Eval  PSNR (max): 37.377 (225) 	 SSIM (max): 0.9584 (255)
[2024-06-04 12:15:56,906] - INFO: Eval  PSNR (current): 37.035 (260) 	 SSIM (current): 0.9583 (260)
[2024-06-04 12:15:56,906] - INFO: Evaluation over.
[2024-06-04 12:16:01,180] - INFO: Epoch 261/9999, Iter 13000: Loss = 0.01829781010746956, lr = [0.0001]
[2024-06-04 12:16:27,466] - INFO: Epoch 261/9999, Iter 13020: Loss = 0.025933384895324707, lr = [0.0001]
[2024-06-04 12:16:53,762] - INFO: Epoch 261/9999, Iter 13040: Loss = 0.01583651453256607, lr = [0.0001]
[2024-06-04 12:17:21,534] - INFO: Epoch 262/9999, Iter 13060: Loss = 0.012552279978990555, lr = [0.0001]
[2024-06-04 12:17:47,722] - INFO: Epoch 262/9999, Iter 13080: Loss = 0.011849419213831425, lr = [0.0001]
[2024-06-04 12:18:15,754] - INFO: Epoch 263/9999, Iter 13100: Loss = 0.015721021220088005, lr = [0.0001]
[2024-06-04 12:18:41,904] - INFO: Epoch 263/9999, Iter 13120: Loss = 0.0111647117882967, lr = [0.0001]
[2024-06-04 12:19:08,597] - INFO: Epoch 263/9999, Iter 13140: Loss = 0.013667227700352669, lr = [0.0001]
[2024-06-04 12:19:35,796] - INFO: Epoch 264/9999, Iter 13160: Loss = 0.01786200702190399, lr = [0.0001]
[2024-06-04 12:20:01,975] - INFO: Epoch 264/9999, Iter 13180: Loss = 0.009805284440517426, lr = [0.0001]
[2024-06-04 12:20:30,251] - INFO: Epoch 265/9999, Iter 13200: Loss = 0.011561429128050804, lr = [0.0001]
[2024-06-04 12:20:57,557] - INFO: Epoch 265/9999, Iter 13220: Loss = 0.013903853483498096, lr = [0.0001]
[2024-06-04 12:21:23,031] - INFO: Epoch 265/9999, Iter 13240: Loss = 0.012086075730621815, lr = [0.0001]
[2024-06-04 12:21:34,704] - INFO: Evaluate at epoch 265!
[2024-06-04 12:21:40,055] - INFO: Eval  PSNR (max): 37.443 (265) 	 SSIM (max): 0.9586 (265)
[2024-06-04 12:21:40,055] - INFO: Eval  PSNR (current): 37.443 (265) 	 SSIM (current): 0.9586 (265)
[2024-06-04 12:21:40,056] - INFO: Evaluation over.
[2024-06-04 12:21:57,430] - INFO: Epoch 266/9999, Iter 13260: Loss = 0.013390068896114826, lr = [0.0001]
[2024-06-04 12:22:24,815] - INFO: Epoch 266/9999, Iter 13280: Loss = 0.018924633041024208, lr = [0.0001]
[2024-06-04 12:22:51,704] - INFO: Epoch 267/9999, Iter 13300: Loss = 0.009770159609615803, lr = [0.0001]
[2024-06-04 12:23:18,774] - INFO: Epoch 267/9999, Iter 13320: Loss = 0.020042557269334793, lr = [0.0001]
[2024-06-04 12:23:45,366] - INFO: Epoch 267/9999, Iter 13340: Loss = 0.013809943571686745, lr = [0.0001]
[2024-06-04 12:24:12,046] - INFO: Epoch 268/9999, Iter 13360: Loss = 0.017780806869268417, lr = [0.0001]
[2024-06-04 12:24:38,917] - INFO: Epoch 268/9999, Iter 13380: Loss = 0.013482420705258846, lr = [0.0001]
[2024-06-04 12:25:06,092] - INFO: Epoch 269/9999, Iter 13400: Loss = 0.020279373973608017, lr = [0.0001]
[2024-06-04 12:25:32,756] - INFO: Epoch 269/9999, Iter 13420: Loss = 0.013639571145176888, lr = [0.0001]
[2024-06-04 12:25:58,814] - INFO: Epoch 269/9999, Iter 13440: Loss = 0.01665622740983963, lr = [0.0001]
[2024-06-04 12:26:26,937] - INFO: Epoch 270/9999, Iter 13460: Loss = 0.018692173063755035, lr = [0.0001]
[2024-06-04 12:26:53,405] - INFO: Epoch 270/9999, Iter 13480: Loss = 0.017245614901185036, lr = [0.0001]
[2024-06-04 12:27:17,700] - INFO: Evaluate at epoch 270!
[2024-06-04 12:27:20,018] - INFO: Eval  PSNR (max): 37.443 (265) 	 SSIM (max): 0.9586 (265)
[2024-06-04 12:27:20,018] - INFO: Eval  PSNR (current): 37.378 (270) 	 SSIM (current): 0.9583 (270)
[2024-06-04 12:27:20,018] - INFO: Evaluation over.
[2024-06-04 12:27:24,196] - INFO: Epoch 271/9999, Iter 13500: Loss = 0.011924500577151775, lr = [0.0001]
[2024-06-04 12:27:50,775] - INFO: Epoch 271/9999, Iter 13520: Loss = 0.01702304743230343, lr = [0.0001]
[2024-06-04 12:28:16,707] - INFO: Epoch 271/9999, Iter 13540: Loss = 0.010566060431301594, lr = [0.0001]
[2024-06-04 12:28:45,358] - INFO: Epoch 272/9999, Iter 13560: Loss = 0.014948951080441475, lr = [0.0001]
[2024-06-04 12:29:12,826] - INFO: Epoch 272/9999, Iter 13580: Loss = 0.013987584039568901, lr = [0.0001]
[2024-06-04 12:29:39,470] - INFO: Epoch 273/9999, Iter 13600: Loss = 0.020203927531838417, lr = [0.0001]
[2024-06-04 12:30:06,187] - INFO: Epoch 273/9999, Iter 13620: Loss = 0.016652444377541542, lr = [0.0001]
[2024-06-04 12:30:32,566] - INFO: Epoch 273/9999, Iter 13640: Loss = 0.012276183813810349, lr = [0.0001]
[2024-06-04 12:31:00,028] - INFO: Epoch 274/9999, Iter 13660: Loss = 0.012334304861724377, lr = [0.0001]
[2024-06-04 12:31:27,134] - INFO: Epoch 274/9999, Iter 13680: Loss = 0.017867492511868477, lr = [0.0001]
[2024-06-04 12:31:54,621] - INFO: Epoch 275/9999, Iter 13700: Loss = 0.014444725587964058, lr = [0.0001]
[2024-06-04 12:32:21,569] - INFO: Epoch 275/9999, Iter 13720: Loss = 0.014332504943013191, lr = [0.0001]
[2024-06-04 12:32:48,497] - INFO: Epoch 275/9999, Iter 13740: Loss = 0.010602781549096107, lr = [0.0001]
[2024-06-04 12:32:59,062] - INFO: Evaluate at epoch 275!
[2024-06-04 12:33:01,385] - INFO: Eval  PSNR (max): 37.443 (265) 	 SSIM (max): 0.9586 (265)
[2024-06-04 12:33:01,385] - INFO: Eval  PSNR (current): 37.321 (275) 	 SSIM (current): 0.9582 (275)
[2024-06-04 12:33:01,386] - INFO: Evaluation over.
[2024-06-04 12:33:18,915] - INFO: Epoch 276/9999, Iter 13760: Loss = 0.013519960455596447, lr = [0.0001]
[2024-06-04 12:33:46,134] - INFO: Epoch 276/9999, Iter 13780: Loss = 0.01741359569132328, lr = [0.0001]
[2024-06-04 12:34:13,145] - INFO: Epoch 277/9999, Iter 13800: Loss = 0.01548056397587061, lr = [0.0001]
[2024-06-04 12:34:39,988] - INFO: Epoch 277/9999, Iter 13820: Loss = 0.01724461279809475, lr = [0.0001]
[2024-06-04 12:35:06,305] - INFO: Epoch 277/9999, Iter 13840: Loss = 0.014367490075528622, lr = [0.0001]
[2024-06-04 12:35:33,226] - INFO: Epoch 278/9999, Iter 13860: Loss = 0.01726740598678589, lr = [0.0001]
[2024-06-04 12:36:00,396] - INFO: Epoch 278/9999, Iter 13880: Loss = 0.01668136939406395, lr = [0.0001]
[2024-06-04 12:36:27,610] - INFO: Epoch 279/9999, Iter 13900: Loss = 0.018080689013004303, lr = [0.0001]
[2024-06-04 12:36:54,496] - INFO: Epoch 279/9999, Iter 13920: Loss = 0.01324307732284069, lr = [0.0001]
[2024-06-04 12:37:21,547] - INFO: Epoch 279/9999, Iter 13940: Loss = 0.015830574557185173, lr = [0.0001]
[2024-06-04 12:37:48,060] - INFO: Epoch 280/9999, Iter 13960: Loss = 0.012208397500216961, lr = [0.0001]
[2024-06-04 12:38:14,645] - INFO: Epoch 280/9999, Iter 13980: Loss = 0.008058793842792511, lr = [0.0001]
[2024-06-04 12:38:39,495] - INFO: Evaluate at epoch 280!
[2024-06-04 12:38:44,516] - INFO: Eval  PSNR (max): 37.489 (280) 	 SSIM (max): 0.9589 (280)
[2024-06-04 12:38:44,516] - INFO: Eval  PSNR (current): 37.489 (280) 	 SSIM (current): 0.9589 (280)
[2024-06-04 12:38:44,516] - INFO: Evaluation over.
[2024-06-04 12:38:48,528] - INFO: Epoch 281/9999, Iter 14000: Loss = 0.013568708673119545, lr = [0.0001]
[2024-06-04 12:39:14,530] - INFO: Epoch 281/9999, Iter 14020: Loss = 0.013353602960705757, lr = [0.0001]
[2024-06-04 12:39:41,335] - INFO: Epoch 281/9999, Iter 14040: Loss = 0.010443555191159248, lr = [0.0001]
[2024-06-04 12:40:08,562] - INFO: Epoch 282/9999, Iter 14060: Loss = 0.01159801334142685, lr = [0.0001]
[2024-06-04 12:40:34,837] - INFO: Epoch 282/9999, Iter 14080: Loss = 0.012642431072890759, lr = [0.0001]
[2024-06-04 12:41:03,112] - INFO: Epoch 283/9999, Iter 14100: Loss = 0.010791889391839504, lr = [0.0001]
[2024-06-04 12:41:29,709] - INFO: Epoch 283/9999, Iter 14120: Loss = 0.011865509673953056, lr = [0.0001]
[2024-06-04 12:41:56,741] - INFO: Epoch 283/9999, Iter 14140: Loss = 0.019777072593569756, lr = [0.0001]
[2024-06-04 12:42:23,906] - INFO: Epoch 284/9999, Iter 14160: Loss = 0.011302175000309944, lr = [0.0001]
[2024-06-04 12:42:50,623] - INFO: Epoch 284/9999, Iter 14180: Loss = 0.012427566573023796, lr = [0.0001]
[2024-06-04 12:43:18,020] - INFO: Epoch 285/9999, Iter 14200: Loss = 0.01972062885761261, lr = [0.0001]
[2024-06-04 12:43:44,746] - INFO: Epoch 285/9999, Iter 14220: Loss = 0.011932017281651497, lr = [0.0001]
[2024-06-04 12:44:11,954] - INFO: Epoch 285/9999, Iter 14240: Loss = 0.011618553660809994, lr = [0.0001]
[2024-06-04 12:44:22,844] - INFO: Evaluate at epoch 285!
[2024-06-04 12:44:25,159] - INFO: Eval  PSNR (max): 37.489 (280) 	 SSIM (max): 0.9589 (280)
[2024-06-04 12:44:25,160] - INFO: Eval  PSNR (current): 37.338 (285) 	 SSIM (current): 0.9588 (285)
[2024-06-04 12:44:25,160] - INFO: Evaluation over.
[2024-06-04 12:44:42,875] - INFO: Epoch 286/9999, Iter 14260: Loss = 0.015769513323903084, lr = [0.0001]
[2024-06-04 12:45:09,624] - INFO: Epoch 286/9999, Iter 14280: Loss = 0.010887563228607178, lr = [0.0001]
[2024-06-04 12:45:36,886] - INFO: Epoch 287/9999, Iter 14300: Loss = 0.018122904002666473, lr = [0.0001]
[2024-06-04 12:46:02,604] - INFO: Epoch 287/9999, Iter 14320: Loss = 0.014667830429971218, lr = [0.0001]
[2024-06-04 12:46:29,254] - INFO: Epoch 287/9999, Iter 14340: Loss = 0.012886242009699345, lr = [0.0001]
[2024-06-04 12:46:57,263] - INFO: Epoch 288/9999, Iter 14360: Loss = 0.013950437307357788, lr = [0.0001]
[2024-06-04 12:47:24,812] - INFO: Epoch 288/9999, Iter 14380: Loss = 0.01240366231650114, lr = [0.0001]
[2024-06-04 12:47:51,420] - INFO: Epoch 289/9999, Iter 14400: Loss = 0.01380035001784563, lr = [0.0001]
[2024-06-04 12:48:18,259] - INFO: Epoch 289/9999, Iter 14420: Loss = 0.016191598027944565, lr = [0.0001]
[2024-06-04 12:48:44,982] - INFO: Epoch 289/9999, Iter 14440: Loss = 0.01359799224883318, lr = [0.0001]
[2024-06-04 12:49:12,736] - INFO: Epoch 290/9999, Iter 14460: Loss = 0.010970584116876125, lr = [0.0001]
[2024-06-04 12:49:39,854] - INFO: Epoch 290/9999, Iter 14480: Loss = 0.01942947693169117, lr = [0.0001]
[2024-06-04 12:50:03,477] - INFO: Evaluate at epoch 290!
[2024-06-04 12:50:05,763] - INFO: Eval  PSNR (max): 37.489 (280) 	 SSIM (max): 0.9589 (280)
[2024-06-04 12:50:05,763] - INFO: Eval  PSNR (current): 37.229 (290) 	 SSIM (current): 0.9587 (290)
[2024-06-04 12:50:05,763] - INFO: Evaluation over.
[2024-06-04 12:50:09,808] - INFO: Epoch 291/9999, Iter 14500: Loss = 0.018890587612986565, lr = [0.0001]
[2024-06-04 12:50:35,950] - INFO: Epoch 291/9999, Iter 14520: Loss = 0.015242119319736958, lr = [0.0001]
[2024-06-04 12:51:03,286] - INFO: Epoch 291/9999, Iter 14540: Loss = 0.010879547335207462, lr = [0.0001]
[2024-06-04 12:51:30,895] - INFO: Epoch 292/9999, Iter 14560: Loss = 0.01038693729788065, lr = [0.0001]
[2024-06-04 12:51:58,618] - INFO: Epoch 292/9999, Iter 14580: Loss = 0.013812646269798279, lr = [0.0001]
[2024-06-04 12:52:24,889] - INFO: Epoch 293/9999, Iter 14600: Loss = 0.013355696573853493, lr = [0.0001]
[2024-06-04 12:52:51,407] - INFO: Epoch 293/9999, Iter 14620: Loss = 0.015866605564951897, lr = [0.0001]
[2024-06-04 12:53:19,182] - INFO: Epoch 293/9999, Iter 14640: Loss = 0.013250160962343216, lr = [0.0001]
[2024-06-04 12:53:46,350] - INFO: Epoch 294/9999, Iter 14660: Loss = 0.01993810199201107, lr = [0.0001]
[2024-06-04 12:54:13,467] - INFO: Epoch 294/9999, Iter 14680: Loss = 0.010325235314667225, lr = [0.0001]
[2024-06-04 12:54:39,915] - INFO: Epoch 295/9999, Iter 14700: Loss = 0.016713101416826248, lr = [0.0001]
[2024-06-04 12:55:06,465] - INFO: Epoch 295/9999, Iter 14720: Loss = 0.014231547713279724, lr = [0.0001]
[2024-06-04 12:55:33,071] - INFO: Epoch 295/9999, Iter 14740: Loss = 0.012140557169914246, lr = [0.0001]
[2024-06-04 12:55:44,458] - INFO: Evaluate at epoch 295!
[2024-06-04 12:55:46,749] - INFO: Eval  PSNR (max): 37.489 (280) 	 SSIM (max): 0.9589 (280)
[2024-06-04 12:55:46,749] - INFO: Eval  PSNR (current): 37.461 (295) 	 SSIM (current): 0.9588 (295)
[2024-06-04 12:55:46,749] - INFO: Evaluation over.
[2024-06-04 12:56:04,220] - INFO: Epoch 296/9999, Iter 14760: Loss = 0.014129376038908958, lr = [0.0001]
[2024-06-04 12:56:30,167] - INFO: Epoch 296/9999, Iter 14780: Loss = 0.020725566893815994, lr = [0.0001]
[2024-06-04 12:56:58,676] - INFO: Epoch 297/9999, Iter 14800: Loss = 0.016481943428516388, lr = [0.0001]
[2024-06-04 12:57:24,847] - INFO: Epoch 297/9999, Iter 14820: Loss = 0.015223712660372257, lr = [0.0001]
[2024-06-04 12:57:51,907] - INFO: Epoch 297/9999, Iter 14840: Loss = 0.011866830289363861, lr = [0.0001]
[2024-06-04 12:58:19,094] - INFO: Epoch 298/9999, Iter 14860: Loss = 0.010411898605525494, lr = [0.0001]
[2024-06-04 12:58:46,023] - INFO: Epoch 298/9999, Iter 14880: Loss = 0.01104227639734745, lr = [0.0001]
[2024-06-04 12:59:13,257] - INFO: Epoch 299/9999, Iter 14900: Loss = 0.017139924690127373, lr = [0.0001]
[2024-06-04 12:59:40,017] - INFO: Epoch 299/9999, Iter 14920: Loss = 0.010863326489925385, lr = [0.0001]
[2024-06-04 13:00:06,318] - INFO: Epoch 299/9999, Iter 14940: Loss = 0.015675023198127747, lr = [0.0001]
[2024-06-04 13:00:33,868] - INFO: Epoch 300/9999, Iter 14960: Loss = 0.02316424250602722, lr = [0.0001]
[2024-06-04 13:01:00,584] - INFO: Epoch 300/9999, Iter 14980: Loss = 0.01869535818696022, lr = [0.0001]
[2024-06-04 13:01:25,096] - INFO: Evaluate at epoch 300!
[2024-06-04 13:01:27,426] - INFO: Eval  PSNR (max): 37.489 (280) 	 SSIM (max): 0.9589 (280)
[2024-06-04 13:01:27,427] - INFO: Eval  PSNR (current): 37.488 (300) 	 SSIM (current): 0.9589 (300)
[2024-06-04 13:01:27,427] - INFO: Evaluation over.
[2024-06-04 13:01:31,990] - INFO: Epoch 301/9999, Iter 15000: Loss = 0.015274370089173317, lr = [0.0001]
[2024-06-04 13:01:58,348] - INFO: Epoch 301/9999, Iter 15020: Loss = 0.011958258226513863, lr = [0.0001]
[2024-06-04 13:02:25,903] - INFO: Epoch 301/9999, Iter 15040: Loss = 0.01569373719394207, lr = [0.0001]
[2024-06-04 13:02:52,614] - INFO: Epoch 302/9999, Iter 15060: Loss = 0.009974123910069466, lr = [0.0001]
[2024-06-04 13:03:19,881] - INFO: Epoch 302/9999, Iter 15080: Loss = 0.016602087765932083, lr = [0.0001]
[2024-06-04 13:03:46,868] - INFO: Epoch 303/9999, Iter 15100: Loss = 0.017200632020831108, lr = [0.0001]
[2024-06-04 13:04:13,369] - INFO: Epoch 303/9999, Iter 15120: Loss = 0.018092837184667587, lr = [0.0001]
[2024-06-04 13:04:40,232] - INFO: Epoch 303/9999, Iter 15140: Loss = 0.012757825665175915, lr = [0.0001]
[2024-06-04 13:05:08,181] - INFO: Epoch 304/9999, Iter 15160: Loss = 0.014258730225265026, lr = [0.0001]
[2024-06-04 13:05:34,503] - INFO: Epoch 304/9999, Iter 15180: Loss = 0.0131762670353055, lr = [0.0001]
[2024-06-04 13:06:01,780] - INFO: Epoch 305/9999, Iter 15200: Loss = 0.0152177345007658, lr = [0.0001]
[2024-06-04 13:06:28,679] - INFO: Epoch 305/9999, Iter 15220: Loss = 0.015656717121601105, lr = [0.0001]
[2024-06-04 13:06:55,711] - INFO: Epoch 305/9999, Iter 15240: Loss = 0.01090246345847845, lr = [0.0001]
[2024-06-04 13:07:06,375] - INFO: Evaluate at epoch 305!
[2024-06-04 13:07:08,709] - INFO: Eval  PSNR (max): 37.489 (280) 	 SSIM (max): 0.9589 (280)
[2024-06-04 13:07:08,710] - INFO: Eval  PSNR (current): 37.401 (305) 	 SSIM (current): 0.9587 (305)
[2024-06-04 13:07:08,710] - INFO: Evaluation over.
[2024-06-04 13:07:25,396] - INFO: Epoch 306/9999, Iter 15260: Loss = 0.024832554161548615, lr = [0.0001]
[2024-06-04 13:07:52,378] - INFO: Epoch 306/9999, Iter 15280: Loss = 0.01613202504813671, lr = [0.0001]
[2024-06-04 13:08:19,975] - INFO: Epoch 307/9999, Iter 15300: Loss = 0.0167099479585886, lr = [0.0001]
[2024-06-04 13:08:46,673] - INFO: Epoch 307/9999, Iter 15320: Loss = 0.012951506301760674, lr = [0.0001]
[2024-06-04 13:09:13,647] - INFO: Epoch 307/9999, Iter 15340: Loss = 0.011558747850358486, lr = [0.0001]
[2024-06-04 13:09:40,550] - INFO: Epoch 308/9999, Iter 15360: Loss = 0.01328470278531313, lr = [0.0001]
[2024-06-04 13:10:08,168] - INFO: Epoch 308/9999, Iter 15380: Loss = 0.01664610579609871, lr = [0.0001]
[2024-06-04 13:10:35,047] - INFO: Epoch 309/9999, Iter 15400: Loss = 0.011533902026712894, lr = [0.0001]
[2024-06-04 13:11:01,794] - INFO: Epoch 309/9999, Iter 15420: Loss = 0.015495291911065578, lr = [0.0001]
[2024-06-04 13:11:28,679] - INFO: Epoch 309/9999, Iter 15440: Loss = 0.011210668832063675, lr = [0.0001]
[2024-06-04 13:11:55,217] - INFO: Epoch 310/9999, Iter 15460: Loss = 0.01413577888160944, lr = [0.0001]
[2024-06-04 13:12:22,537] - INFO: Epoch 310/9999, Iter 15480: Loss = 0.011787540279328823, lr = [0.0001]
[2024-06-04 13:12:46,705] - INFO: Evaluate at epoch 310!
[2024-06-04 13:12:50,431] - INFO: Eval  PSNR (max): 37.489 (280) 	 SSIM (max): 0.9589 (310)
[2024-06-04 13:12:50,432] - INFO: Eval  PSNR (current): 37.485 (310) 	 SSIM (current): 0.9589 (310)
[2024-06-04 13:12:50,432] - INFO: Evaluation over.
[2024-06-04 13:12:54,687] - INFO: Epoch 311/9999, Iter 15500: Loss = 0.012610216625034809, lr = [0.0001]
[2024-06-04 13:13:21,587] - INFO: Epoch 311/9999, Iter 15520: Loss = 0.015912041068077087, lr = [0.0001]
[2024-06-04 13:13:48,811] - INFO: Epoch 311/9999, Iter 15540: Loss = 0.009883408434689045, lr = [0.0001]
[2024-06-04 13:14:15,861] - INFO: Epoch 312/9999, Iter 15560: Loss = 0.016004260629415512, lr = [0.0001]
[2024-06-04 13:14:42,768] - INFO: Epoch 312/9999, Iter 15580: Loss = 0.011327986605465412, lr = [0.0001]
[2024-06-04 13:15:09,193] - INFO: Epoch 313/9999, Iter 15600: Loss = 0.019572841003537178, lr = [0.0001]
[2024-06-04 13:15:36,357] - INFO: Epoch 313/9999, Iter 15620: Loss = 0.015332500450313091, lr = [0.0001]
[2024-06-04 13:16:03,309] - INFO: Epoch 313/9999, Iter 15640: Loss = 0.013705120421946049, lr = [0.0001]
[2024-06-04 13:16:29,906] - INFO: Epoch 314/9999, Iter 15660: Loss = 0.01563408225774765, lr = [0.0001]
[2024-06-04 13:16:57,264] - INFO: Epoch 314/9999, Iter 15680: Loss = 0.011719286441802979, lr = [0.0001]
[2024-06-04 13:17:24,363] - INFO: Epoch 315/9999, Iter 15700: Loss = 0.012651525437831879, lr = [0.0001]
[2024-06-04 13:17:50,500] - INFO: Epoch 315/9999, Iter 15720: Loss = 0.0178676825016737, lr = [0.0001]
[2024-06-04 13:18:17,054] - INFO: Epoch 315/9999, Iter 15740: Loss = 0.015761377289891243, lr = [0.0001]
[2024-06-04 13:18:28,886] - INFO: Evaluate at epoch 315!
[2024-06-04 13:18:31,210] - INFO: Eval  PSNR (max): 37.489 (280) 	 SSIM (max): 0.9589 (310)
[2024-06-04 13:18:31,210] - INFO: Eval  PSNR (current): 37.445 (315) 	 SSIM (current): 0.9586 (315)
[2024-06-04 13:18:31,210] - INFO: Evaluation over.
[2024-06-04 13:18:48,782] - INFO: Epoch 316/9999, Iter 15760: Loss = 0.014104021713137627, lr = [0.0001]
[2024-06-04 13:19:15,695] - INFO: Epoch 316/9999, Iter 15780: Loss = 0.016438281163573265, lr = [0.0001]
[2024-06-04 13:19:42,768] - INFO: Epoch 317/9999, Iter 15800: Loss = 0.011404810473322868, lr = [0.0001]
[2024-06-04 13:20:08,993] - INFO: Epoch 317/9999, Iter 15820: Loss = 0.013285443186759949, lr = [0.0001]
[2024-06-04 13:20:35,900] - INFO: Epoch 317/9999, Iter 15840: Loss = 0.018957022577524185, lr = [0.0001]
[2024-06-04 13:21:03,173] - INFO: Epoch 318/9999, Iter 15860: Loss = 0.012644764967262745, lr = [0.0001]
[2024-06-04 13:21:29,750] - INFO: Epoch 318/9999, Iter 15880: Loss = 0.013650218956172466, lr = [0.0001]
[2024-06-04 13:21:56,990] - INFO: Epoch 319/9999, Iter 15900: Loss = 0.010786177590489388, lr = [0.0001]
[2024-06-04 13:22:24,218] - INFO: Epoch 319/9999, Iter 15920: Loss = 0.009502183645963669, lr = [0.0001]
[2024-06-04 13:22:51,245] - INFO: Epoch 319/9999, Iter 15940: Loss = 0.010997517965734005, lr = [0.0001]
[2024-06-04 13:23:18,010] - INFO: Epoch 320/9999, Iter 15960: Loss = 0.01434481330215931, lr = [0.0001]
[2024-06-04 13:23:44,784] - INFO: Epoch 320/9999, Iter 15980: Loss = 0.012264160439372063, lr = [0.0001]
[2024-06-04 13:24:09,277] - INFO: Evaluate at epoch 320!
[2024-06-04 13:24:14,776] - INFO: Eval  PSNR (max): 37.528 (320) 	 SSIM (max): 0.9589 (320)
[2024-06-04 13:24:14,777] - INFO: Eval  PSNR (current): 37.528 (320) 	 SSIM (current): 0.9589 (320)
[2024-06-04 13:24:14,777] - INFO: Evaluation over.
[2024-06-04 13:24:18,739] - INFO: Epoch 321/9999, Iter 16000: Loss = 0.014317892491817474, lr = [0.0001]
[2024-06-04 13:24:44,883] - INFO: Epoch 321/9999, Iter 16020: Loss = 0.014781484380364418, lr = [0.0001]
[2024-06-04 13:25:11,510] - INFO: Epoch 321/9999, Iter 16040: Loss = 0.010237598791718483, lr = [0.0001]
[2024-06-04 13:25:39,411] - INFO: Epoch 322/9999, Iter 16060: Loss = 0.012310231104493141, lr = [0.0001]
[2024-06-04 13:26:06,229] - INFO: Epoch 322/9999, Iter 16080: Loss = 0.00865819863975048, lr = [0.0001]
[2024-06-04 13:26:33,816] - INFO: Epoch 323/9999, Iter 16100: Loss = 0.018557945266366005, lr = [0.0001]
[2024-06-04 13:27:00,422] - INFO: Epoch 323/9999, Iter 16120: Loss = 0.013040823861956596, lr = [0.0001]
[2024-06-04 13:27:26,003] - INFO: Epoch 323/9999, Iter 16140: Loss = 0.012900065630674362, lr = [0.0001]
[2024-06-04 13:27:54,388] - INFO: Epoch 324/9999, Iter 16160: Loss = 0.01324473973363638, lr = [0.0001]
[2024-06-04 13:28:28,285] - INFO: Epoch 324/9999, Iter 16180: Loss = 0.012267492711544037, lr = [0.0001]
[2024-06-04 13:28:54,945] - INFO: Epoch 325/9999, Iter 16200: Loss = 0.010420960374176502, lr = [0.0001]
[2024-06-04 13:29:21,114] - INFO: Epoch 325/9999, Iter 16220: Loss = 0.014233753085136414, lr = [0.0001]
[2024-06-04 13:29:48,086] - INFO: Epoch 325/9999, Iter 16240: Loss = 0.0183094572275877, lr = [0.0001]
[2024-06-04 13:29:59,376] - INFO: Evaluate at epoch 325!
[2024-06-04 13:30:04,168] - INFO: Eval  PSNR (max): 37.538 (325) 	 SSIM (max): 0.9590 (325)
[2024-06-04 13:30:04,169] - INFO: Eval  PSNR (current): 37.538 (325) 	 SSIM (current): 0.9590 (325)
[2024-06-04 13:30:04,169] - INFO: Evaluation over.
[2024-06-04 13:30:21,337] - INFO: Epoch 326/9999, Iter 16260: Loss = 0.011385361663997173, lr = [0.0001]
[2024-06-04 13:30:48,291] - INFO: Epoch 326/9999, Iter 16280: Loss = 0.010274969041347504, lr = [0.0001]
[2024-06-04 13:31:16,104] - INFO: Epoch 327/9999, Iter 16300: Loss = 0.01429407112300396, lr = [0.0001]
[2024-06-04 13:31:42,213] - INFO: Epoch 327/9999, Iter 16320: Loss = 0.012207115069031715, lr = [0.0001]
[2024-06-04 13:32:09,019] - INFO: Epoch 327/9999, Iter 16340: Loss = 0.013532731682062149, lr = [0.0001]
[2024-06-04 13:32:36,147] - INFO: Epoch 328/9999, Iter 16360: Loss = 0.017415281385183334, lr = [0.0001]
[2024-06-04 13:33:02,453] - INFO: Epoch 328/9999, Iter 16380: Loss = 0.018115850165486336, lr = [0.0001]
[2024-06-04 13:33:30,824] - INFO: Epoch 329/9999, Iter 16400: Loss = 0.022186340764164925, lr = [0.0001]
[2024-06-04 13:33:57,266] - INFO: Epoch 329/9999, Iter 16420: Loss = 0.013361606746912003, lr = [0.0001]
[2024-06-04 13:34:23,157] - INFO: Epoch 329/9999, Iter 16440: Loss = 0.017818639054894447, lr = [0.0001]
[2024-06-04 13:34:51,042] - INFO: Epoch 330/9999, Iter 16460: Loss = 0.014678282663226128, lr = [0.0001]
[2024-06-04 13:35:16,917] - INFO: Epoch 330/9999, Iter 16480: Loss = 0.018237316980957985, lr = [0.0001]
[2024-06-04 13:35:42,448] - INFO: Evaluate at epoch 330!
[2024-06-04 13:35:44,739] - INFO: Eval  PSNR (max): 37.538 (325) 	 SSIM (max): 0.9590 (325)
[2024-06-04 13:35:44,740] - INFO: Eval  PSNR (current): 37.248 (330) 	 SSIM (current): 0.9582 (330)
[2024-06-04 13:35:44,740] - INFO: Evaluation over.
[2024-06-04 13:35:48,817] - INFO: Epoch 331/9999, Iter 16500: Loss = 0.016301151365041733, lr = [0.0001]
[2024-06-04 13:36:15,155] - INFO: Epoch 331/9999, Iter 16520: Loss = 0.015389356762170792, lr = [0.0001]
[2024-06-04 13:36:41,862] - INFO: Epoch 331/9999, Iter 16540: Loss = 0.013365447521209717, lr = [0.0001]
[2024-06-04 13:37:09,443] - INFO: Epoch 332/9999, Iter 16560: Loss = 0.016907015815377235, lr = [0.0001]
[2024-06-04 13:37:36,056] - INFO: Epoch 332/9999, Iter 16580: Loss = 0.012060653418302536, lr = [0.0001]
[2024-06-04 13:38:03,388] - INFO: Epoch 333/9999, Iter 16600: Loss = 0.015652133151888847, lr = [0.0001]
[2024-06-04 13:38:31,329] - INFO: Epoch 333/9999, Iter 16620: Loss = 0.01434973906725645, lr = [0.0001]
[2024-06-04 13:38:57,784] - INFO: Epoch 333/9999, Iter 16640: Loss = 0.0097353495657444, lr = [0.0001]
[2024-06-04 13:39:24,183] - INFO: Epoch 334/9999, Iter 16660: Loss = 0.01669863611459732, lr = [0.0001]
[2024-06-04 13:39:51,303] - INFO: Epoch 334/9999, Iter 16680: Loss = 0.007349121849983931, lr = [0.0001]
[2024-06-04 13:40:18,246] - INFO: Epoch 335/9999, Iter 16700: Loss = 0.013707286678254604, lr = [0.0001]
[2024-06-04 13:40:44,739] - INFO: Epoch 335/9999, Iter 16720: Loss = 0.017055174335837364, lr = [0.0001]
[2024-06-04 13:41:10,650] - INFO: Epoch 335/9999, Iter 16740: Loss = 0.012563944794237614, lr = [0.0001]
[2024-06-04 13:41:22,665] - INFO: Evaluate at epoch 335!
[2024-06-04 13:41:24,992] - INFO: Eval  PSNR (max): 37.538 (325) 	 SSIM (max): 0.9590 (325)
[2024-06-04 13:41:24,992] - INFO: Eval  PSNR (current): 37.500 (335) 	 SSIM (current): 0.9589 (335)
[2024-06-04 13:41:24,992] - INFO: Evaluation over.
[2024-06-04 13:41:42,375] - INFO: Epoch 336/9999, Iter 16760: Loss = 0.015088017098605633, lr = [0.0001]
[2024-06-04 13:42:08,913] - INFO: Epoch 336/9999, Iter 16780: Loss = 0.01232236623764038, lr = [0.0001]
[2024-06-04 13:42:36,600] - INFO: Epoch 337/9999, Iter 16800: Loss = 0.009982825256884098, lr = [0.0001]
[2024-06-04 13:43:03,632] - INFO: Epoch 337/9999, Iter 16820: Loss = 0.01461664866656065, lr = [0.0001]
[2024-06-04 13:43:29,227] - INFO: Epoch 337/9999, Iter 16840: Loss = 0.010479881428182125, lr = [0.0001]
[2024-06-04 13:43:57,484] - INFO: Epoch 338/9999, Iter 16860: Loss = 0.017499767243862152, lr = [0.0001]
[2024-06-04 13:44:24,826] - INFO: Epoch 338/9999, Iter 16880: Loss = 0.014672677032649517, lr = [0.0001]
[2024-06-04 13:44:51,647] - INFO: Epoch 339/9999, Iter 16900: Loss = 0.017837757244706154, lr = [0.0001]
[2024-06-04 13:45:18,281] - INFO: Epoch 339/9999, Iter 16920: Loss = 0.009453082457184792, lr = [0.0001]
[2024-06-04 13:45:44,332] - INFO: Epoch 339/9999, Iter 16940: Loss = 0.015002716332674026, lr = [0.0001]
[2024-06-04 13:46:11,859] - INFO: Epoch 340/9999, Iter 16960: Loss = 0.011341102421283722, lr = [0.0001]
[2024-06-04 13:46:38,749] - INFO: Epoch 340/9999, Iter 16980: Loss = 0.016661491245031357, lr = [0.0001]
[2024-06-04 13:47:02,994] - INFO: Evaluate at epoch 340!
[2024-06-04 13:47:06,835] - INFO: Eval  PSNR (max): 37.538 (325) 	 SSIM (max): 0.9592 (340)
[2024-06-04 13:47:06,835] - INFO: Eval  PSNR (current): 37.517 (340) 	 SSIM (current): 0.9592 (340)
[2024-06-04 13:47:06,836] - INFO: Evaluation over.
[2024-06-04 13:47:11,061] - INFO: Epoch 341/9999, Iter 17000: Loss = 0.016236109659075737, lr = [0.0001]
[2024-06-04 13:47:37,799] - INFO: Epoch 341/9999, Iter 17020: Loss = 0.017520491033792496, lr = [0.0001]
[2024-06-04 13:48:05,079] - INFO: Epoch 341/9999, Iter 17040: Loss = 0.017430197447538376, lr = [0.0001]
[2024-06-04 13:48:31,758] - INFO: Epoch 342/9999, Iter 17060: Loss = 0.013874756172299385, lr = [0.0001]
[2024-06-04 13:48:57,990] - INFO: Epoch 342/9999, Iter 17080: Loss = 0.014306834898889065, lr = [0.0001]
[2024-06-04 13:49:25,660] - INFO: Epoch 343/9999, Iter 17100: Loss = 0.019854096695780754, lr = [0.0001]
[2024-06-04 13:49:52,523] - INFO: Epoch 343/9999, Iter 17120: Loss = 0.012973915785551071, lr = [0.0001]
[2024-06-04 13:50:19,435] - INFO: Epoch 343/9999, Iter 17140: Loss = 0.013593518175184727, lr = [0.0001]
[2024-06-04 13:50:46,707] - INFO: Epoch 344/9999, Iter 17160: Loss = 0.014257903210818768, lr = [0.0001]
[2024-06-04 13:51:13,185] - INFO: Epoch 344/9999, Iter 17180: Loss = 0.014885248616337776, lr = [0.0001]
[2024-06-04 13:51:40,477] - INFO: Epoch 345/9999, Iter 17200: Loss = 0.011325967498123646, lr = [0.0001]
[2024-06-04 13:52:07,284] - INFO: Epoch 345/9999, Iter 17220: Loss = 0.02336493879556656, lr = [0.0001]
[2024-06-04 13:52:34,384] - INFO: Epoch 345/9999, Iter 17240: Loss = 0.012381527572870255, lr = [0.0001]
[2024-06-04 13:52:45,062] - INFO: Evaluate at epoch 345!
[2024-06-04 13:52:49,992] - INFO: Eval  PSNR (max): 37.552 (345) 	 SSIM (max): 0.9592 (345)
[2024-06-04 13:52:49,993] - INFO: Eval  PSNR (current): 37.552 (345) 	 SSIM (current): 0.9592 (345)
[2024-06-04 13:52:49,993] - INFO: Evaluation over.
[2024-06-04 13:53:07,787] - INFO: Epoch 346/9999, Iter 17260: Loss = 0.017264215275645256, lr = [0.0001]
[2024-06-04 13:53:34,773] - INFO: Epoch 346/9999, Iter 17280: Loss = 0.012603634968400002, lr = [0.0001]
[2024-06-04 13:54:01,749] - INFO: Epoch 347/9999, Iter 17300: Loss = 0.01246349886059761, lr = [0.0001]
[2024-06-04 13:54:28,012] - INFO: Epoch 347/9999, Iter 17320: Loss = 0.01670071855187416, lr = [0.0001]
[2024-06-04 13:54:54,750] - INFO: Epoch 347/9999, Iter 17340: Loss = 0.01733417995274067, lr = [0.0001]
[2024-06-04 13:55:21,941] - INFO: Epoch 348/9999, Iter 17360: Loss = 0.014994019642472267, lr = [0.0001]
[2024-06-04 13:55:49,674] - INFO: Epoch 348/9999, Iter 17380: Loss = 0.016013644635677338, lr = [0.0001]
[2024-06-04 13:56:15,956] - INFO: Epoch 349/9999, Iter 17400: Loss = 0.009683006443083286, lr = [0.0001]
[2024-06-04 13:56:42,647] - INFO: Epoch 349/9999, Iter 17420: Loss = 0.0189873818308115, lr = [0.0001]
[2024-06-04 13:57:10,270] - INFO: Epoch 349/9999, Iter 17440: Loss = 0.011826639994978905, lr = [0.0001]
[2024-06-04 13:57:36,853] - INFO: Epoch 350/9999, Iter 17460: Loss = 0.011710498481988907, lr = [0.0001]
[2024-06-04 13:58:04,154] - INFO: Epoch 350/9999, Iter 17480: Loss = 0.014964459463953972, lr = [0.0001]
[2024-06-04 13:58:28,250] - INFO: Evaluate at epoch 350!
[2024-06-04 13:58:30,537] - INFO: Eval  PSNR (max): 37.552 (345) 	 SSIM (max): 0.9592 (345)
[2024-06-04 13:58:30,537] - INFO: Eval  PSNR (current): 37.445 (350) 	 SSIM (current): 0.9588 (350)
[2024-06-04 13:58:30,537] - INFO: Evaluation over.
[2024-06-04 13:58:34,912] - INFO: Epoch 351/9999, Iter 17500: Loss = 0.009042884223163128, lr = [0.0001]
[2024-06-04 13:59:02,135] - INFO: Epoch 351/9999, Iter 17520: Loss = 0.01140592247247696, lr = [0.0001]
[2024-06-04 13:59:28,549] - INFO: Epoch 351/9999, Iter 17540: Loss = 0.011665094643831253, lr = [0.0001]
[2024-06-04 13:59:55,429] - INFO: Epoch 352/9999, Iter 17560: Loss = 0.010121677070856094, lr = [0.0001]
[2024-06-04 14:00:22,337] - INFO: Epoch 352/9999, Iter 17580: Loss = 0.00996948592364788, lr = [0.0001]
[2024-06-04 14:00:49,643] - INFO: Epoch 353/9999, Iter 17600: Loss = 0.014120209962129593, lr = [0.0001]
[2024-06-04 14:01:15,986] - INFO: Epoch 353/9999, Iter 17620: Loss = 0.010419218800961971, lr = [0.0001]
[2024-06-04 14:01:43,002] - INFO: Epoch 353/9999, Iter 17640: Loss = 0.016833312809467316, lr = [0.0001]
[2024-06-04 14:02:10,974] - INFO: Epoch 354/9999, Iter 17660: Loss = 0.018019191920757294, lr = [0.0001]
[2024-06-04 14:02:38,014] - INFO: Epoch 354/9999, Iter 17680: Loss = 0.01420518197119236, lr = [0.0001]
[2024-06-04 14:03:04,335] - INFO: Epoch 355/9999, Iter 17700: Loss = 0.018454534932971, lr = [0.0001]
[2024-06-04 14:03:31,751] - INFO: Epoch 355/9999, Iter 17720: Loss = 0.013550526462495327, lr = [0.0001]
[2024-06-04 14:03:58,278] - INFO: Epoch 355/9999, Iter 17740: Loss = 0.015891525894403458, lr = [0.0001]
[2024-06-04 14:04:09,036] - INFO: Evaluate at epoch 355!
[2024-06-04 14:04:11,318] - INFO: Eval  PSNR (max): 37.552 (345) 	 SSIM (max): 0.9592 (345)
[2024-06-04 14:04:11,318] - INFO: Eval  PSNR (current): 37.539 (355) 	 SSIM (current): 0.9590 (355)
[2024-06-04 14:04:11,319] - INFO: Evaluation over.
[2024-06-04 14:04:28,532] - INFO: Epoch 356/9999, Iter 17760: Loss = 0.01614179089665413, lr = [0.0001]
[2024-06-04 14:04:55,296] - INFO: Epoch 356/9999, Iter 17780: Loss = 0.014329241588711739, lr = [0.0001]
[2024-06-04 14:05:22,791] - INFO: Epoch 357/9999, Iter 17800: Loss = 0.017049182206392288, lr = [0.0001]
[2024-06-04 14:05:48,870] - INFO: Epoch 357/9999, Iter 17820: Loss = 0.018422560766339302, lr = [0.0001]
[2024-06-04 14:06:15,279] - INFO: Epoch 357/9999, Iter 17840: Loss = 0.014581656083464622, lr = [0.0001]
[2024-06-04 14:06:43,652] - INFO: Epoch 358/9999, Iter 17860: Loss = 0.012616858817636967, lr = [0.0001]
[2024-06-04 14:07:10,621] - INFO: Epoch 358/9999, Iter 17880: Loss = 0.017993632704019547, lr = [0.0001]
[2024-06-04 14:07:37,647] - INFO: Epoch 359/9999, Iter 17900: Loss = 0.012773425318300724, lr = [0.0001]
[2024-06-04 14:08:03,963] - INFO: Epoch 359/9999, Iter 17920: Loss = 0.008061264641582966, lr = [0.0001]
[2024-06-04 14:08:29,898] - INFO: Epoch 359/9999, Iter 17940: Loss = 0.015775995329022408, lr = [0.0001]
[2024-06-04 14:08:57,590] - INFO: Epoch 360/9999, Iter 17960: Loss = 0.013119836337864399, lr = [0.0001]
[2024-06-04 14:09:24,465] - INFO: Epoch 360/9999, Iter 17980: Loss = 0.017364636063575745, lr = [0.0001]
[2024-06-04 14:09:49,227] - INFO: Evaluate at epoch 360!
[2024-06-04 14:09:51,554] - INFO: Eval  PSNR (max): 37.552 (345) 	 SSIM (max): 0.9592 (345)
[2024-06-04 14:09:51,555] - INFO: Eval  PSNR (current): 37.336 (360) 	 SSIM (current): 0.9589 (360)
[2024-06-04 14:09:51,555] - INFO: Evaluation over.
[2024-06-04 14:09:55,704] - INFO: Epoch 361/9999, Iter 18000: Loss = 0.015020882710814476, lr = [0.0001]
[2024-06-04 14:10:22,736] - INFO: Epoch 361/9999, Iter 18020: Loss = 0.011479277163743973, lr = [0.0001]
[2024-06-04 14:10:48,867] - INFO: Epoch 361/9999, Iter 18040: Loss = 0.015865055844187737, lr = [0.0001]
[2024-06-04 14:11:16,322] - INFO: Epoch 362/9999, Iter 18060: Loss = 0.01180722564458847, lr = [0.0001]
[2024-06-04 14:11:42,900] - INFO: Epoch 362/9999, Iter 18080: Loss = 0.012268084101378918, lr = [0.0001]
[2024-06-04 14:12:10,472] - INFO: Epoch 363/9999, Iter 18100: Loss = 0.013941186480224133, lr = [0.0001]
[2024-06-04 14:12:37,532] - INFO: Epoch 363/9999, Iter 18120: Loss = 0.011297863908112049, lr = [0.0001]
[2024-06-04 14:13:04,665] - INFO: Epoch 363/9999, Iter 18140: Loss = 0.013502460904419422, lr = [0.0001]
[2024-06-04 14:13:31,398] - INFO: Epoch 364/9999, Iter 18160: Loss = 0.017803773283958435, lr = [0.0001]
[2024-06-04 14:13:57,284] - INFO: Epoch 364/9999, Iter 18180: Loss = 0.01565144769847393, lr = [0.0001]
[2024-06-04 14:14:25,279] - INFO: Epoch 365/9999, Iter 18200: Loss = 0.012164955027401447, lr = [0.0001]
[2024-06-04 14:14:51,228] - INFO: Epoch 365/9999, Iter 18220: Loss = 0.014557265676558018, lr = [0.0001]
[2024-06-04 14:15:17,752] - INFO: Epoch 365/9999, Iter 18240: Loss = 0.011418408714234829, lr = [0.0001]
[2024-06-04 14:15:29,946] - INFO: Evaluate at epoch 365!
[2024-06-04 14:15:33,648] - INFO: Eval  PSNR (max): 37.587 (365) 	 SSIM (max): 0.9592 (345)
[2024-06-04 14:15:33,648] - INFO: Eval  PSNR (current): 37.587 (365) 	 SSIM (current): 0.9591 (365)
[2024-06-04 14:15:33,648] - INFO: Evaluation over.
[2024-06-04 14:15:50,452] - INFO: Epoch 366/9999, Iter 18260: Loss = 0.017674626782536507, lr = [0.0001]
[2024-06-04 14:16:16,915] - INFO: Epoch 366/9999, Iter 18280: Loss = 0.01518644392490387, lr = [0.0001]
[2024-06-04 14:16:45,269] - INFO: Epoch 367/9999, Iter 18300: Loss = 0.014447832480072975, lr = [0.0001]
[2024-06-04 14:17:11,961] - INFO: Epoch 367/9999, Iter 18320: Loss = 0.01193180400878191, lr = [0.0001]
[2024-06-04 14:17:39,002] - INFO: Epoch 367/9999, Iter 18340: Loss = 0.013840031810104847, lr = [0.0001]
[2024-06-04 14:18:05,537] - INFO: Epoch 368/9999, Iter 18360: Loss = 0.017815984785556793, lr = [0.0001]
[2024-06-04 14:18:32,493] - INFO: Epoch 368/9999, Iter 18380: Loss = 0.011603469960391521, lr = [0.0001]
[2024-06-04 14:19:00,290] - INFO: Epoch 369/9999, Iter 18400: Loss = 0.018452048301696777, lr = [0.0001]
[2024-06-04 14:19:26,467] - INFO: Epoch 369/9999, Iter 18420: Loss = 0.014611447229981422, lr = [0.0001]
[2024-06-04 14:19:53,152] - INFO: Epoch 369/9999, Iter 18440: Loss = 0.01661393791437149, lr = [0.0001]
[2024-06-04 14:20:20,506] - INFO: Epoch 370/9999, Iter 18460: Loss = 0.026122504845261574, lr = [0.0001]
[2024-06-04 14:20:46,318] - INFO: Epoch 370/9999, Iter 18480: Loss = 0.009641505777835846, lr = [0.0001]
[2024-06-04 14:21:11,736] - INFO: Evaluate at epoch 370!
[2024-06-04 14:21:14,066] - INFO: Eval  PSNR (max): 37.587 (365) 	 SSIM (max): 0.9592 (345)
[2024-06-04 14:21:14,066] - INFO: Eval  PSNR (current): 37.460 (370) 	 SSIM (current): 0.9589 (370)
[2024-06-04 14:21:14,066] - INFO: Evaluation over.
[2024-06-04 14:21:18,318] - INFO: Epoch 371/9999, Iter 18500: Loss = 0.011822940781712532, lr = [0.0001]
[2024-06-04 14:21:44,140] - INFO: Epoch 371/9999, Iter 18520: Loss = 0.01815103366971016, lr = [0.0001]
[2024-06-04 14:22:10,763] - INFO: Epoch 371/9999, Iter 18540: Loss = 0.008710871450603008, lr = [0.0001]
[2024-06-04 14:22:39,209] - INFO: Epoch 372/9999, Iter 18560: Loss = 0.011833107098937035, lr = [0.0001]
[2024-06-04 14:23:06,100] - INFO: Epoch 372/9999, Iter 18580: Loss = 0.012163287028670311, lr = [0.0001]
[2024-06-04 14:23:33,461] - INFO: Epoch 373/9999, Iter 18600: Loss = 0.008936209604144096, lr = [0.0001]
[2024-06-04 14:23:59,699] - INFO: Epoch 373/9999, Iter 18620: Loss = 0.01627890020608902, lr = [0.0001]
[2024-06-04 14:24:26,495] - INFO: Epoch 373/9999, Iter 18640: Loss = 0.00923987478017807, lr = [0.0001]
[2024-06-04 14:24:53,325] - INFO: Epoch 374/9999, Iter 18660: Loss = 0.01460428349673748, lr = [0.0001]
[2024-06-04 14:25:19,703] - INFO: Epoch 374/9999, Iter 18680: Loss = 0.015343591570854187, lr = [0.0001]
[2024-06-04 14:25:47,771] - INFO: Epoch 375/9999, Iter 18700: Loss = 0.011495775543153286, lr = [0.0001]
[2024-06-04 14:26:13,764] - INFO: Epoch 375/9999, Iter 18720: Loss = 0.011081181466579437, lr = [0.0001]
[2024-06-04 14:26:40,406] - INFO: Epoch 375/9999, Iter 18740: Loss = 0.011878962628543377, lr = [0.0001]
[2024-06-04 14:26:51,878] - INFO: Evaluate at epoch 375!
[2024-06-04 14:26:55,887] - INFO: Eval  PSNR (max): 37.587 (365) 	 SSIM (max): 0.9593 (375)
[2024-06-04 14:26:55,888] - INFO: Eval  PSNR (current): 37.391 (375) 	 SSIM (current): 0.9593 (375)
[2024-06-04 14:26:55,888] - INFO: Evaluation over.
[2024-06-04 14:27:13,897] - INFO: Epoch 376/9999, Iter 18760: Loss = 0.012884805910289288, lr = [0.0001]
[2024-06-04 14:27:40,706] - INFO: Epoch 376/9999, Iter 18780: Loss = 0.015340960584580898, lr = [0.0001]
[2024-06-04 14:28:07,573] - INFO: Epoch 377/9999, Iter 18800: Loss = 0.011938970535993576, lr = [0.0001]
[2024-06-04 14:28:34,293] - INFO: Epoch 377/9999, Iter 18820: Loss = 0.00993405096232891, lr = [0.0001]
[2024-06-04 14:29:01,072] - INFO: Epoch 377/9999, Iter 18840: Loss = 0.014224843122065067, lr = [0.0001]
[2024-06-04 14:29:27,871] - INFO: Epoch 378/9999, Iter 18860: Loss = 0.010430357418954372, lr = [0.0001]
[2024-06-04 14:29:54,444] - INFO: Epoch 378/9999, Iter 18880: Loss = 0.009355662390589714, lr = [0.0001]
[2024-06-04 14:30:21,925] - INFO: Epoch 379/9999, Iter 18900: Loss = 0.013706738129258156, lr = [0.0001]
[2024-06-04 14:30:48,426] - INFO: Epoch 379/9999, Iter 18920: Loss = 0.013259093277156353, lr = [0.0001]
[2024-06-04 14:31:15,893] - INFO: Epoch 379/9999, Iter 18940: Loss = 0.016419554129242897, lr = [0.0001]
[2024-06-04 14:31:42,847] - INFO: Epoch 380/9999, Iter 18960: Loss = 0.014739937148988247, lr = [0.0001]
[2024-06-04 14:32:09,840] - INFO: Epoch 380/9999, Iter 18980: Loss = 0.01438355166465044, lr = [0.0001]
[2024-06-04 14:32:33,912] - INFO: Evaluate at epoch 380!
[2024-06-04 14:32:36,244] - INFO: Eval  PSNR (max): 37.587 (365) 	 SSIM (max): 0.9593 (375)
[2024-06-04 14:32:36,245] - INFO: Eval  PSNR (current): 37.559 (380) 	 SSIM (current): 0.9590 (380)
[2024-06-04 14:32:36,245] - INFO: Evaluation over.
[2024-06-04 14:32:40,441] - INFO: Epoch 381/9999, Iter 19000: Loss = 0.010554730892181396, lr = [0.0001]
[2024-06-04 14:33:06,671] - INFO: Epoch 381/9999, Iter 19020: Loss = 0.015454409644007683, lr = [0.0001]
[2024-06-04 14:33:33,325] - INFO: Epoch 381/9999, Iter 19040: Loss = 0.014069349505007267, lr = [0.0001]
[2024-06-04 14:34:01,253] - INFO: Epoch 382/9999, Iter 19060: Loss = 0.019265392795205116, lr = [0.0001]
[2024-06-04 14:34:27,126] - INFO: Epoch 382/9999, Iter 19080: Loss = 0.018534036353230476, lr = [0.0001]
[2024-06-04 14:34:54,688] - INFO: Epoch 383/9999, Iter 19100: Loss = 0.014155284501612186, lr = [0.0001]
[2024-06-04 14:35:21,609] - INFO: Epoch 383/9999, Iter 19120: Loss = 0.011730221100151539, lr = [0.0001]
[2024-06-04 14:35:48,099] - INFO: Epoch 383/9999, Iter 19140: Loss = 0.01508256047964096, lr = [0.0001]
[2024-06-04 14:36:15,299] - INFO: Epoch 384/9999, Iter 19160: Loss = 0.007338100112974644, lr = [0.0001]
[2024-06-04 14:36:42,713] - INFO: Epoch 384/9999, Iter 19180: Loss = 0.023512160405516624, lr = [0.0001]
[2024-06-04 14:37:09,538] - INFO: Epoch 385/9999, Iter 19200: Loss = 0.013965415768325329, lr = [0.0001]
[2024-06-04 14:37:36,075] - INFO: Epoch 385/9999, Iter 19220: Loss = 0.011001872830092907, lr = [0.0001]
[2024-06-04 14:38:03,146] - INFO: Epoch 385/9999, Iter 19240: Loss = 0.011780433356761932, lr = [0.0001]
[2024-06-04 14:38:14,002] - INFO: Evaluate at epoch 385!
[2024-06-04 14:38:17,802] - INFO: Eval  PSNR (max): 37.597 (385) 	 SSIM (max): 0.9593 (375)
[2024-06-04 14:38:17,803] - INFO: Eval  PSNR (current): 37.597 (385) 	 SSIM (current): 0.9592 (385)
[2024-06-04 14:38:17,803] - INFO: Evaluation over.
[2024-06-04 14:38:35,715] - INFO: Epoch 386/9999, Iter 19260: Loss = 0.012620513327419758, lr = [0.0001]
[2024-06-04 14:39:01,599] - INFO: Epoch 386/9999, Iter 19280: Loss = 0.011623291298747063, lr = [0.0001]
[2024-06-04 14:39:29,119] - INFO: Epoch 387/9999, Iter 19300: Loss = 0.016263902187347412, lr = [0.0001]
[2024-06-04 14:39:56,348] - INFO: Epoch 387/9999, Iter 19320: Loss = 0.012257869355380535, lr = [0.0001]
[2024-06-04 14:40:22,718] - INFO: Epoch 387/9999, Iter 19340: Loss = 0.012249558232724667, lr = [0.0001]
[2024-06-04 14:40:49,743] - INFO: Epoch 388/9999, Iter 19360: Loss = 0.011444955132901669, lr = [0.0001]
[2024-06-04 14:41:16,835] - INFO: Epoch 388/9999, Iter 19380: Loss = 0.012491622939705849, lr = [0.0001]
[2024-06-04 14:41:44,187] - INFO: Epoch 389/9999, Iter 19400: Loss = 0.019022496417164803, lr = [0.0001]
[2024-06-04 14:42:10,948] - INFO: Epoch 389/9999, Iter 19420: Loss = 0.015168904326856136, lr = [0.0001]
[2024-06-04 14:42:36,776] - INFO: Epoch 389/9999, Iter 19440: Loss = 0.010137708857655525, lr = [0.0001]
[2024-06-04 14:43:04,406] - INFO: Epoch 390/9999, Iter 19460: Loss = 0.012072878889739513, lr = [0.0001]
[2024-06-04 14:43:31,408] - INFO: Epoch 390/9999, Iter 19480: Loss = 0.011674768291413784, lr = [0.0001]
[2024-06-04 14:43:55,714] - INFO: Evaluate at epoch 390!
[2024-06-04 14:43:58,037] - INFO: Eval  PSNR (max): 37.597 (385) 	 SSIM (max): 0.9593 (375)
[2024-06-04 14:43:58,037] - INFO: Eval  PSNR (current): 37.513 (390) 	 SSIM (current): 0.9591 (390)
[2024-06-04 14:43:58,037] - INFO: Evaluation over.
[2024-06-04 14:44:02,266] - INFO: Epoch 391/9999, Iter 19500: Loss = 0.012871429324150085, lr = [0.0001]
[2024-06-04 14:44:29,136] - INFO: Epoch 391/9999, Iter 19520: Loss = 0.014735203236341476, lr = [0.0001]
[2024-06-04 14:44:55,556] - INFO: Epoch 391/9999, Iter 19540: Loss = 0.012358320876955986, lr = [0.0001]
[2024-06-04 14:45:23,472] - INFO: Epoch 392/9999, Iter 19560: Loss = 0.009053141809999943, lr = [0.0001]
[2024-06-04 14:45:49,578] - INFO: Epoch 392/9999, Iter 19580: Loss = 0.021153349429368973, lr = [0.0001]
[2024-06-04 14:46:17,225] - INFO: Epoch 393/9999, Iter 19600: Loss = 0.011775112710893154, lr = [0.0001]
[2024-06-04 14:46:44,902] - INFO: Epoch 393/9999, Iter 19620: Loss = 0.010654045268893242, lr = [0.0001]
[2024-06-04 14:47:10,938] - INFO: Epoch 393/9999, Iter 19640: Loss = 0.014483869075775146, lr = [0.0001]
[2024-06-04 14:47:37,650] - INFO: Epoch 394/9999, Iter 19660: Loss = 0.019202474504709244, lr = [0.0001]
[2024-06-04 14:48:04,930] - INFO: Epoch 394/9999, Iter 19680: Loss = 0.014256928116083145, lr = [0.0001]
[2024-06-04 14:48:31,823] - INFO: Epoch 395/9999, Iter 19700: Loss = 0.016380824148654938, lr = [0.0001]
[2024-06-04 14:48:58,587] - INFO: Epoch 395/9999, Iter 19720: Loss = 0.014440186321735382, lr = [0.0001]
[2024-06-04 14:49:26,154] - INFO: Epoch 395/9999, Iter 19740: Loss = 0.01903630420565605, lr = [0.0001]
[2024-06-04 14:49:36,389] - INFO: Evaluate at epoch 395!
[2024-06-04 14:49:38,693] - INFO: Eval  PSNR (max): 37.597 (385) 	 SSIM (max): 0.9593 (375)
[2024-06-04 14:49:38,693] - INFO: Eval  PSNR (current): 37.411 (395) 	 SSIM (current): 0.9590 (395)
[2024-06-04 14:49:38,693] - INFO: Evaluation over.
[2024-06-04 14:49:56,280] - INFO: Epoch 396/9999, Iter 19760: Loss = 0.011152982711791992, lr = [0.0001]
[2024-06-04 14:50:22,380] - INFO: Epoch 396/9999, Iter 19780: Loss = 0.012489407323300838, lr = [0.0001]
[2024-06-04 14:50:50,386] - INFO: Epoch 397/9999, Iter 19800: Loss = 0.009090174920856953, lr = [0.0001]
[2024-06-04 14:51:16,855] - INFO: Epoch 397/9999, Iter 19820: Loss = 0.014554200693964958, lr = [0.0001]
[2024-06-04 14:51:43,388] - INFO: Epoch 397/9999, Iter 19840: Loss = 0.018799729645252228, lr = [0.0001]
[2024-06-04 14:52:11,170] - INFO: Epoch 398/9999, Iter 19860: Loss = 0.01314087025821209, lr = [0.0001]
[2024-06-04 14:52:37,391] - INFO: Epoch 398/9999, Iter 19880: Loss = 0.013123884797096252, lr = [0.0001]
[2024-06-04 14:53:04,668] - INFO: Epoch 399/9999, Iter 19900: Loss = 0.019207026809453964, lr = [0.0001]
[2024-06-04 14:53:31,745] - INFO: Epoch 399/9999, Iter 19920: Loss = 0.013563052751123905, lr = [0.0001]
[2024-06-04 14:53:58,599] - INFO: Epoch 399/9999, Iter 19940: Loss = 0.013432441279292107, lr = [0.0001]
[2024-06-04 14:54:25,345] - INFO: Epoch 400/9999, Iter 19960: Loss = 0.010839235037565231, lr = [0.0001]
[2024-06-04 14:54:52,660] - INFO: Epoch 400/9999, Iter 19980: Loss = 0.013225696980953217, lr = [0.0001]
[2024-06-04 14:55:16,801] - INFO: Evaluate at epoch 400!
[2024-06-04 14:55:19,104] - INFO: Eval  PSNR (max): 37.597 (385) 	 SSIM (max): 0.9593 (375)
[2024-06-04 14:55:19,104] - INFO: Eval  PSNR (current): 37.478 (400) 	 SSIM (current): 0.9591 (400)
[2024-06-04 14:55:19,104] - INFO: Evaluation over.
[2024-06-04 14:55:23,527] - INFO: Epoch 401/9999, Iter 20000: Loss = 0.01408421527594328, lr = [0.0001]
[2024-06-04 14:55:50,664] - INFO: Epoch 401/9999, Iter 20020: Loss = 0.013652709312736988, lr = [0.0001]
[2024-06-04 14:56:16,833] - INFO: Epoch 401/9999, Iter 20040: Loss = 0.012328142300248146, lr = [0.0001]
[2024-06-04 14:56:44,195] - INFO: Epoch 402/9999, Iter 20060: Loss = 0.011408262886106968, lr = [0.0001]
[2024-06-04 14:57:11,205] - INFO: Epoch 402/9999, Iter 20080: Loss = 0.011696011759340763, lr = [0.0001]
[2024-06-04 14:57:37,908] - INFO: Epoch 403/9999, Iter 20100: Loss = 0.011023915372788906, lr = [0.0001]
[2024-06-04 14:58:05,640] - INFO: Epoch 403/9999, Iter 20120: Loss = 0.015150360763072968, lr = [0.0001]
[2024-06-04 14:58:32,092] - INFO: Epoch 403/9999, Iter 20140: Loss = 0.011812204495072365, lr = [0.0001]
[2024-06-04 14:58:59,122] - INFO: Epoch 404/9999, Iter 20160: Loss = 0.011642447672784328, lr = [0.0001]
[2024-06-04 14:59:25,907] - INFO: Epoch 404/9999, Iter 20180: Loss = 0.018266728147864342, lr = [0.0001]
[2024-06-04 14:59:52,988] - INFO: Epoch 405/9999, Iter 20200: Loss = 0.015244409441947937, lr = [0.0001]
[2024-06-04 15:00:19,216] - INFO: Epoch 405/9999, Iter 20220: Loss = 0.016296042129397392, lr = [0.0001]
[2024-06-04 15:00:45,970] - INFO: Epoch 405/9999, Iter 20240: Loss = 0.008811477571725845, lr = [0.0001]
[2024-06-04 15:00:57,269] - INFO: Evaluate at epoch 405!
[2024-06-04 15:00:59,555] - INFO: Eval  PSNR (max): 37.597 (385) 	 SSIM (max): 0.9593 (375)
[2024-06-04 15:00:59,555] - INFO: Eval  PSNR (current): 37.335 (405) 	 SSIM (current): 0.9590 (405)
[2024-06-04 15:00:59,555] - INFO: Evaluation over.
[2024-06-04 15:01:17,426] - INFO: Epoch 406/9999, Iter 20260: Loss = 0.009850572794675827, lr = [0.0001]
[2024-06-04 15:01:42,977] - INFO: Epoch 406/9999, Iter 20280: Loss = 0.015024345368146896, lr = [0.0001]
[2024-06-04 15:02:11,224] - INFO: Epoch 407/9999, Iter 20300: Loss = 0.009366017766296864, lr = [0.0001]
[2024-06-04 15:02:37,953] - INFO: Epoch 407/9999, Iter 20320: Loss = 0.008003922179341316, lr = [0.0001]
[2024-06-04 15:03:04,414] - INFO: Epoch 407/9999, Iter 20340: Loss = 0.013914654031395912, lr = [0.0001]
[2024-06-04 15:03:31,452] - INFO: Epoch 408/9999, Iter 20360: Loss = 0.01819594018161297, lr = [0.0001]
[2024-06-04 15:03:58,142] - INFO: Epoch 408/9999, Iter 20380: Loss = 0.013770012184977531, lr = [0.0001]
[2024-06-04 15:04:25,976] - INFO: Epoch 409/9999, Iter 20400: Loss = 0.011181794106960297, lr = [0.0001]
[2024-06-04 15:04:52,066] - INFO: Epoch 409/9999, Iter 20420: Loss = 0.014406479895114899, lr = [0.0001]
[2024-06-04 15:05:18,423] - INFO: Epoch 409/9999, Iter 20440: Loss = 0.012929117307066917, lr = [0.0001]
[2024-06-04 15:05:46,048] - INFO: Epoch 410/9999, Iter 20460: Loss = 0.014986367896199226, lr = [0.0001]
[2024-06-04 15:06:12,647] - INFO: Epoch 410/9999, Iter 20480: Loss = 0.011875990778207779, lr = [0.0001]
[2024-06-04 15:06:37,363] - INFO: Evaluate at epoch 410!
[2024-06-04 15:06:39,654] - INFO: Eval  PSNR (max): 37.597 (385) 	 SSIM (max): 0.9593 (375)
[2024-06-04 15:06:39,654] - INFO: Eval  PSNR (current): 37.580 (410) 	 SSIM (current): 0.9587 (410)
[2024-06-04 15:06:39,654] - INFO: Evaluation over.
[2024-06-04 15:06:44,255] - INFO: Epoch 411/9999, Iter 20500: Loss = 0.012102290987968445, lr = [0.0001]
[2024-06-04 15:07:10,911] - INFO: Epoch 411/9999, Iter 20520: Loss = 0.010827773250639439, lr = [0.0001]
[2024-06-04 15:07:38,190] - INFO: Epoch 411/9999, Iter 20540: Loss = 0.012312798760831356, lr = [0.0001]
[2024-06-04 15:08:04,668] - INFO: Epoch 412/9999, Iter 20560: Loss = 0.009551407769322395, lr = [0.0001]
[2024-06-04 15:08:32,293] - INFO: Epoch 412/9999, Iter 20580: Loss = 0.011350713670253754, lr = [0.0001]
[2024-06-04 15:08:58,720] - INFO: Epoch 413/9999, Iter 20600: Loss = 0.01671127788722515, lr = [0.0001]
[2024-06-04 15:09:25,978] - INFO: Epoch 413/9999, Iter 20620: Loss = 0.013713018037378788, lr = [0.0001]
[2024-06-04 15:09:52,686] - INFO: Epoch 413/9999, Iter 20640: Loss = 0.011460880748927593, lr = [0.0001]
[2024-06-04 15:10:19,475] - INFO: Epoch 414/9999, Iter 20660: Loss = 0.0202296394854784, lr = [0.0001]
[2024-06-04 15:10:46,055] - INFO: Epoch 414/9999, Iter 20680: Loss = 0.015337090939283371, lr = [0.0001]
[2024-06-04 15:11:13,472] - INFO: Epoch 415/9999, Iter 20700: Loss = 0.014176122844219208, lr = [0.0001]
[2024-06-04 15:11:39,434] - INFO: Epoch 415/9999, Iter 20720: Loss = 0.014568229205906391, lr = [0.0001]
[2024-06-04 15:12:07,247] - INFO: Epoch 415/9999, Iter 20740: Loss = 0.014359927736222744, lr = [0.0001]
[2024-06-04 15:12:17,867] - INFO: Evaluate at epoch 415!
[2024-06-04 15:12:22,990] - INFO: Eval  PSNR (max): 37.632 (415) 	 SSIM (max): 0.9593 (415)
[2024-06-04 15:12:22,991] - INFO: Eval  PSNR (current): 37.632 (415) 	 SSIM (current): 0.9593 (415)
[2024-06-04 15:12:22,991] - INFO: Evaluation over.
[2024-06-04 15:12:39,858] - INFO: Epoch 416/9999, Iter 20760: Loss = 0.013325907289981842, lr = [0.0001]
[2024-06-04 15:13:07,152] - INFO: Epoch 416/9999, Iter 20780: Loss = 0.014373510144650936, lr = [0.0001]
[2024-06-04 15:13:34,193] - INFO: Epoch 417/9999, Iter 20800: Loss = 0.011785827577114105, lr = [0.0001]
[2024-06-04 15:14:00,323] - INFO: Epoch 417/9999, Iter 20820: Loss = 0.011498171836137772, lr = [0.0001]
[2024-06-04 15:14:27,374] - INFO: Epoch 417/9999, Iter 20840: Loss = 0.010071090422570705, lr = [0.0001]
[2024-06-04 15:14:54,832] - INFO: Epoch 418/9999, Iter 20860: Loss = 0.014815394766628742, lr = [0.0001]
[2024-06-04 15:15:20,935] - INFO: Epoch 418/9999, Iter 20880: Loss = 0.010306784883141518, lr = [0.0001]
[2024-06-04 15:15:48,894] - INFO: Epoch 419/9999, Iter 20900: Loss = 0.010644383728504181, lr = [0.0001]
[2024-06-04 15:16:15,709] - INFO: Epoch 419/9999, Iter 20920: Loss = 0.00975426472723484, lr = [0.0001]
[2024-06-04 15:16:42,739] - INFO: Epoch 419/9999, Iter 20940: Loss = 0.021881356835365295, lr = [0.0001]
[2024-06-04 15:17:09,131] - INFO: Epoch 420/9999, Iter 20960: Loss = 0.012932991608977318, lr = [0.0001]
[2024-06-04 15:17:35,409] - INFO: Epoch 420/9999, Iter 20980: Loss = 0.013396672904491425, lr = [0.0001]
[2024-06-04 15:18:00,567] - INFO: Evaluate at epoch 420!
[2024-06-04 15:18:05,393] - INFO: Eval  PSNR (max): 37.643 (420) 	 SSIM (max): 0.9594 (420)
[2024-06-04 15:18:05,393] - INFO: Eval  PSNR (current): 37.643 (420) 	 SSIM (current): 0.9594 (420)
[2024-06-04 15:18:05,394] - INFO: Evaluation over.
[2024-06-04 15:18:09,714] - INFO: Epoch 421/9999, Iter 21000: Loss = 0.012456190772354603, lr = [0.0001]
[2024-06-04 15:18:37,131] - INFO: Epoch 421/9999, Iter 21020: Loss = 0.014187967404723167, lr = [0.0001]
[2024-06-04 15:19:03,761] - INFO: Epoch 421/9999, Iter 21040: Loss = 0.016504425555467606, lr = [0.0001]
[2024-06-04 15:19:30,186] - INFO: Epoch 422/9999, Iter 21060: Loss = 0.011551897041499615, lr = [0.0001]
[2024-06-04 15:19:56,544] - INFO: Epoch 422/9999, Iter 21080: Loss = 0.014270155690610409, lr = [0.0001]
[2024-06-04 15:20:24,349] - INFO: Epoch 423/9999, Iter 21100: Loss = 0.011369635351002216, lr = [0.0001]
[2024-06-04 15:20:50,800] - INFO: Epoch 423/9999, Iter 21120: Loss = 0.014829935505986214, lr = [0.0001]
[2024-06-04 15:21:17,531] - INFO: Epoch 423/9999, Iter 21140: Loss = 0.014587834477424622, lr = [0.0001]
[2024-06-04 15:21:44,156] - INFO: Epoch 424/9999, Iter 21160: Loss = 0.008484444580972195, lr = [0.0001]
[2024-06-04 15:22:10,992] - INFO: Epoch 424/9999, Iter 21180: Loss = 0.008740411140024662, lr = [0.0001]
[2024-06-04 15:22:38,463] - INFO: Epoch 425/9999, Iter 21200: Loss = 0.01299488078802824, lr = [0.0001]
[2024-06-04 15:23:04,675] - INFO: Epoch 425/9999, Iter 21220: Loss = 0.010208209045231342, lr = [0.0001]
[2024-06-04 15:23:31,107] - INFO: Epoch 425/9999, Iter 21240: Loss = 0.013863963074982166, lr = [0.0001]
[2024-06-04 15:23:42,696] - INFO: Evaluate at epoch 425!
[2024-06-04 15:23:46,403] - INFO: Eval  PSNR (max): 37.643 (420) 	 SSIM (max): 0.9594 (425)
[2024-06-04 15:23:46,404] - INFO: Eval  PSNR (current): 37.611 (425) 	 SSIM (current): 0.9594 (425)
[2024-06-04 15:23:46,404] - INFO: Evaluation over.
[2024-06-04 15:24:03,896] - INFO: Epoch 426/9999, Iter 21260: Loss = 0.012035824358463287, lr = [0.0001]
[2024-06-04 15:24:30,604] - INFO: Epoch 426/9999, Iter 21280: Loss = 0.009142999537289143, lr = [0.0001]
[2024-06-04 15:24:58,024] - INFO: Epoch 427/9999, Iter 21300: Loss = 0.016120897606015205, lr = [0.0001]
[2024-06-04 15:25:24,120] - INFO: Epoch 427/9999, Iter 21320: Loss = 0.014759172685444355, lr = [0.0001]
[2024-06-04 15:25:50,366] - INFO: Epoch 427/9999, Iter 21340: Loss = 0.015100114047527313, lr = [0.0001]
[2024-06-04 15:26:18,557] - INFO: Epoch 428/9999, Iter 21360: Loss = 0.010147714987397194, lr = [0.0001]
[2024-06-04 15:26:44,907] - INFO: Epoch 428/9999, Iter 21380: Loss = 0.012505428865551949, lr = [0.0001]
[2024-06-04 15:27:12,524] - INFO: Epoch 429/9999, Iter 21400: Loss = 0.013683394528925419, lr = [0.0001]
[2024-06-04 15:27:39,775] - INFO: Epoch 429/9999, Iter 21420: Loss = 0.01057963166385889, lr = [0.0001]
[2024-06-04 15:28:06,212] - INFO: Epoch 429/9999, Iter 21440: Loss = 0.016481859609484673, lr = [0.0001]
[2024-06-04 15:28:33,002] - INFO: Epoch 430/9999, Iter 21460: Loss = 0.013061285950243473, lr = [0.0001]
[2024-06-04 15:28:59,645] - INFO: Epoch 430/9999, Iter 21480: Loss = 0.01446478720754385, lr = [0.0001]
[2024-06-04 15:29:24,487] - INFO: Evaluate at epoch 430!
[2024-06-04 15:29:26,843] - INFO: Eval  PSNR (max): 37.643 (420) 	 SSIM (max): 0.9594 (425)
[2024-06-04 15:29:26,843] - INFO: Eval  PSNR (current): 37.495 (430) 	 SSIM (current): 0.9591 (430)
[2024-06-04 15:29:26,843] - INFO: Evaluation over.
[2024-06-04 15:29:31,147] - INFO: Epoch 431/9999, Iter 21500: Loss = 0.018136275932192802, lr = [0.0001]
[2024-06-04 15:29:57,783] - INFO: Epoch 431/9999, Iter 21520: Loss = 0.016846008598804474, lr = [0.0001]
[2024-06-04 15:30:24,976] - INFO: Epoch 431/9999, Iter 21540: Loss = 0.010654602199792862, lr = [0.0001]
[2024-06-04 15:30:52,191] - INFO: Epoch 432/9999, Iter 21560: Loss = 0.018024111166596413, lr = [0.0001]
[2024-06-04 15:31:18,956] - INFO: Epoch 432/9999, Iter 21580: Loss = 0.01184880267828703, lr = [0.0001]
[2024-06-04 15:31:45,397] - INFO: Epoch 433/9999, Iter 21600: Loss = 0.014024841599166393, lr = [0.0001]
[2024-06-04 15:32:12,420] - INFO: Epoch 433/9999, Iter 21620: Loss = 0.009305725805461407, lr = [0.0001]
[2024-06-04 15:32:39,080] - INFO: Epoch 433/9999, Iter 21640: Loss = 0.01362353004515171, lr = [0.0001]
[2024-06-04 15:33:07,116] - INFO: Epoch 434/9999, Iter 21660: Loss = 0.015043673105537891, lr = [0.0001]
[2024-06-04 15:33:34,083] - INFO: Epoch 434/9999, Iter 21680: Loss = 0.012092113494873047, lr = [0.0001]
[2024-06-04 15:34:00,836] - INFO: Epoch 435/9999, Iter 21700: Loss = 0.015987228602170944, lr = [0.0001]
[2024-06-04 15:34:27,279] - INFO: Epoch 435/9999, Iter 21720: Loss = 0.013479729183018208, lr = [0.0001]
[2024-06-04 15:34:53,469] - INFO: Epoch 435/9999, Iter 21740: Loss = 0.01918104477226734, lr = [0.0001]
[2024-06-04 15:35:05,231] - INFO: Evaluate at epoch 435!
[2024-06-04 15:35:07,557] - INFO: Eval  PSNR (max): 37.643 (420) 	 SSIM (max): 0.9594 (425)
[2024-06-04 15:35:07,557] - INFO: Eval  PSNR (current): 37.507 (435) 	 SSIM (current): 0.9589 (435)
[2024-06-04 15:35:07,557] - INFO: Evaluation over.
[2024-06-04 15:35:25,268] - INFO: Epoch 436/9999, Iter 21760: Loss = 0.015117405913770199, lr = [0.0001]
[2024-06-04 15:35:51,803] - INFO: Epoch 436/9999, Iter 21780: Loss = 0.015898026525974274, lr = [0.0001]
[2024-06-04 15:36:18,682] - INFO: Epoch 437/9999, Iter 21800: Loss = 0.016485707834362984, lr = [0.0001]
[2024-06-04 15:36:45,038] - INFO: Epoch 437/9999, Iter 21820: Loss = 0.013134858570992947, lr = [0.0001]
[2024-06-04 15:37:12,606] - INFO: Epoch 437/9999, Iter 21840: Loss = 0.016187457367777824, lr = [0.0001]
[2024-06-04 15:37:38,900] - INFO: Epoch 438/9999, Iter 21860: Loss = 0.013519803993403912, lr = [0.0001]
[2024-06-04 15:38:05,300] - INFO: Epoch 438/9999, Iter 21880: Loss = 0.011840950697660446, lr = [0.0001]
[2024-06-04 15:38:33,474] - INFO: Epoch 439/9999, Iter 21900: Loss = 0.013775750994682312, lr = [0.0001]
[2024-06-04 15:39:00,732] - INFO: Epoch 439/9999, Iter 21920: Loss = 0.013679285533726215, lr = [0.0001]
[2024-06-04 15:39:26,908] - INFO: Epoch 439/9999, Iter 21940: Loss = 0.012678463943302631, lr = [0.0001]
[2024-06-04 15:39:54,413] - INFO: Epoch 440/9999, Iter 21960: Loss = 0.015323756262660027, lr = [0.0001]
[2024-06-04 15:40:21,321] - INFO: Epoch 440/9999, Iter 21980: Loss = 0.013994529843330383, lr = [0.0001]
[2024-06-04 15:40:45,092] - INFO: Evaluate at epoch 440!
[2024-06-04 15:40:47,419] - INFO: Eval  PSNR (max): 37.643 (420) 	 SSIM (max): 0.9594 (425)
[2024-06-04 15:40:47,419] - INFO: Eval  PSNR (current): 37.596 (440) 	 SSIM (current): 0.9594 (440)
[2024-06-04 15:40:47,419] - INFO: Evaluation over.
[2024-06-04 15:40:51,640] - INFO: Epoch 441/9999, Iter 22000: Loss = 0.014998089522123337, lr = [0.0001]
[2024-06-04 15:41:17,622] - INFO: Epoch 441/9999, Iter 22020: Loss = 0.018294978886842728, lr = [0.0001]
[2024-06-04 15:41:44,093] - INFO: Epoch 441/9999, Iter 22040: Loss = 0.01510088425129652, lr = [0.0001]
[2024-06-04 15:42:12,144] - INFO: Epoch 442/9999, Iter 22060: Loss = 0.01258614007383585, lr = [0.0001]
[2024-06-04 15:42:38,404] - INFO: Epoch 442/9999, Iter 22080: Loss = 0.009777771309018135, lr = [0.0001]
[2024-06-04 15:43:06,266] - INFO: Epoch 443/9999, Iter 22100: Loss = 0.01179980207234621, lr = [0.0001]
[2024-06-04 15:43:33,635] - INFO: Epoch 443/9999, Iter 22120: Loss = 0.010556931607425213, lr = [0.0001]
[2024-06-04 15:43:59,317] - INFO: Epoch 443/9999, Iter 22140: Loss = 0.015281956642866135, lr = [0.0001]
[2024-06-04 15:44:26,736] - INFO: Epoch 444/9999, Iter 22160: Loss = 0.014144484885036945, lr = [0.0001]
[2024-06-04 15:44:53,501] - INFO: Epoch 444/9999, Iter 22180: Loss = 0.010079465806484222, lr = [0.0001]
[2024-06-04 15:45:20,977] - INFO: Epoch 445/9999, Iter 22200: Loss = 0.0156378336250782, lr = [0.0001]
[2024-06-04 15:45:48,619] - INFO: Epoch 445/9999, Iter 22220: Loss = 0.013380605727434158, lr = [0.0001]
[2024-06-04 15:46:14,912] - INFO: Epoch 445/9999, Iter 22240: Loss = 0.015233355574309826, lr = [0.0001]
[2024-06-04 15:46:25,515] - INFO: Evaluate at epoch 445!
[2024-06-04 15:46:27,840] - INFO: Eval  PSNR (max): 37.643 (420) 	 SSIM (max): 0.9594 (425)
[2024-06-04 15:46:27,840] - INFO: Eval  PSNR (current): 37.500 (445) 	 SSIM (current): 0.9592 (445)
[2024-06-04 15:46:27,840] - INFO: Evaluation over.
[2024-06-04 15:46:44,954] - INFO: Epoch 446/9999, Iter 22260: Loss = 0.013860270380973816, lr = [0.0001]
[2024-06-04 15:47:10,961] - INFO: Epoch 446/9999, Iter 22280: Loss = 0.014324553310871124, lr = [0.0001]
[2024-06-04 15:47:39,122] - INFO: Epoch 447/9999, Iter 22300: Loss = 0.010043714195489883, lr = [0.0001]
[2024-06-04 15:48:05,578] - INFO: Epoch 447/9999, Iter 22320: Loss = 0.019044628366827965, lr = [0.0001]
[2024-06-04 15:48:33,333] - INFO: Epoch 447/9999, Iter 22340: Loss = 0.01618584617972374, lr = [0.0001]
[2024-06-04 15:49:00,131] - INFO: Epoch 448/9999, Iter 22360: Loss = 0.01462691929191351, lr = [0.0001]
[2024-06-04 15:49:26,578] - INFO: Epoch 448/9999, Iter 22380: Loss = 0.017844468355178833, lr = [0.0001]
[2024-06-04 15:49:53,741] - INFO: Epoch 449/9999, Iter 22400: Loss = 0.014414255507290363, lr = [0.0001]
[2024-06-04 15:50:20,235] - INFO: Epoch 449/9999, Iter 22420: Loss = 0.009722494520246983, lr = [0.0001]
[2024-06-04 15:50:46,155] - INFO: Epoch 449/9999, Iter 22440: Loss = 0.014783386141061783, lr = [0.0001]
[2024-06-04 15:51:14,408] - INFO: Epoch 450/9999, Iter 22460: Loss = 0.01396667119115591, lr = [0.0001]
[2024-06-04 15:51:41,604] - INFO: Epoch 450/9999, Iter 22480: Loss = 0.014999921433627605, lr = [0.0001]
[2024-06-04 15:52:05,678] - INFO: Evaluate at epoch 450!
[2024-06-04 15:52:07,952] - INFO: Eval  PSNR (max): 37.643 (420) 	 SSIM (max): 0.9594 (425)
[2024-06-04 15:52:07,952] - INFO: Eval  PSNR (current): 37.640 (450) 	 SSIM (current): 0.9593 (450)
[2024-06-04 15:52:07,952] - INFO: Evaluation over.
[2024-06-04 15:52:12,060] - INFO: Epoch 451/9999, Iter 22500: Loss = 0.018308842554688454, lr = [0.0001]
[2024-06-04 15:52:38,690] - INFO: Epoch 451/9999, Iter 22520: Loss = 0.01565873622894287, lr = [0.0001]
[2024-06-04 15:53:06,330] - INFO: Epoch 451/9999, Iter 22540: Loss = 0.013625690713524818, lr = [0.0001]
[2024-06-04 15:53:32,784] - INFO: Epoch 452/9999, Iter 22560: Loss = 0.017858829349279404, lr = [0.0001]
[2024-06-04 15:53:59,412] - INFO: Epoch 452/9999, Iter 22580: Loss = 0.012291447259485722, lr = [0.0001]
[2024-06-04 15:54:26,783] - INFO: Epoch 453/9999, Iter 22600: Loss = 0.014741734601557255, lr = [0.0001]
[2024-06-04 15:54:53,288] - INFO: Epoch 453/9999, Iter 22620: Loss = 0.010728849098086357, lr = [0.0001]
[2024-06-04 15:55:20,859] - INFO: Epoch 453/9999, Iter 22640: Loss = 0.013633551076054573, lr = [0.0001]
[2024-06-04 15:55:47,655] - INFO: Epoch 454/9999, Iter 22660: Loss = 0.011691681109368801, lr = [0.0001]
[2024-06-04 15:56:13,690] - INFO: Epoch 454/9999, Iter 22680: Loss = 0.01982017606496811, lr = [0.0001]
[2024-06-04 15:56:41,884] - INFO: Epoch 455/9999, Iter 22700: Loss = 0.016942240297794342, lr = [0.0001]
[2024-06-04 15:57:08,463] - INFO: Epoch 455/9999, Iter 22720: Loss = 0.01455737091600895, lr = [0.0001]
[2024-06-04 15:57:34,929] - INFO: Epoch 455/9999, Iter 22740: Loss = 0.012182141654193401, lr = [0.0001]
[2024-06-04 15:57:46,162] - INFO: Evaluate at epoch 455!
[2024-06-04 15:57:50,397] - INFO: Eval  PSNR (max): 37.643 (420) 	 SSIM (max): 0.9595 (455)
[2024-06-04 15:57:50,398] - INFO: Eval  PSNR (current): 37.602 (455) 	 SSIM (current): 0.9595 (455)
[2024-06-04 15:57:50,398] - INFO: Evaluation over.
[2024-06-04 15:58:07,795] - INFO: Epoch 456/9999, Iter 22760: Loss = 0.018177475780248642, lr = [0.0001]
[2024-06-04 15:58:34,050] - INFO: Epoch 456/9999, Iter 22780: Loss = 0.020456155762076378, lr = [0.0001]
[2024-06-04 15:59:01,689] - INFO: Epoch 457/9999, Iter 22800: Loss = 0.012484485283493996, lr = [0.0001]
[2024-06-04 15:59:28,090] - INFO: Epoch 457/9999, Iter 22820: Loss = 0.011513856239616871, lr = [0.0001]
[2024-06-04 15:59:54,824] - INFO: Epoch 457/9999, Iter 22840: Loss = 0.017935317009687424, lr = [0.0001]
[2024-06-04 16:00:22,395] - INFO: Epoch 458/9999, Iter 22860: Loss = 0.012425946071743965, lr = [0.0001]
[2024-06-04 16:00:49,667] - INFO: Epoch 458/9999, Iter 22880: Loss = 0.012893827632069588, lr = [0.0001]
[2024-06-04 16:01:16,768] - INFO: Epoch 459/9999, Iter 22900: Loss = 0.008012319914996624, lr = [0.0001]
[2024-06-04 16:01:43,728] - INFO: Epoch 459/9999, Iter 22920: Loss = 0.011681009083986282, lr = [0.0001]
[2024-06-04 16:02:10,618] - INFO: Epoch 459/9999, Iter 22940: Loss = 0.017694419249892235, lr = [0.0001]
[2024-06-04 16:02:36,554] - INFO: Epoch 460/9999, Iter 22960: Loss = 0.01477176882326603, lr = [0.0001]
[2024-06-04 16:03:02,840] - INFO: Epoch 460/9999, Iter 22980: Loss = 0.01328199915587902, lr = [0.0001]
[2024-06-04 16:03:28,539] - INFO: Evaluate at epoch 460!
[2024-06-04 16:03:30,822] - INFO: Eval  PSNR (max): 37.643 (420) 	 SSIM (max): 0.9595 (455)
[2024-06-04 16:03:30,822] - INFO: Eval  PSNR (current): 37.618 (460) 	 SSIM (current): 0.9593 (460)
[2024-06-04 16:03:30,822] - INFO: Evaluation over.
[2024-06-04 16:03:35,101] - INFO: Epoch 461/9999, Iter 23000: Loss = 0.008049908094108105, lr = [0.0001]
[2024-06-04 16:04:02,069] - INFO: Epoch 461/9999, Iter 23020: Loss = 0.01770896464586258, lr = [0.0001]
[2024-06-04 16:04:27,532] - INFO: Epoch 461/9999, Iter 23040: Loss = 0.013660450465977192, lr = [0.0001]
[2024-06-04 16:04:54,948] - INFO: Epoch 462/9999, Iter 23060: Loss = 0.017384573817253113, lr = [0.0001]
[2024-06-04 16:05:22,248] - INFO: Epoch 462/9999, Iter 23080: Loss = 0.008836297318339348, lr = [0.0001]
[2024-06-04 16:05:49,326] - INFO: Epoch 463/9999, Iter 23100: Loss = 0.012288474477827549, lr = [0.0001]
[2024-06-04 16:06:16,222] - INFO: Epoch 463/9999, Iter 23120: Loss = 0.009427787736058235, lr = [0.0001]
[2024-06-04 16:06:42,729] - INFO: Epoch 463/9999, Iter 23140: Loss = 0.008605415001511574, lr = [0.0001]
[2024-06-04 16:07:09,727] - INFO: Epoch 464/9999, Iter 23160: Loss = 0.011436356231570244, lr = [0.0001]
[2024-06-04 16:07:37,454] - INFO: Epoch 464/9999, Iter 23180: Loss = 0.013369519263505936, lr = [0.0001]
[2024-06-04 16:08:04,239] - INFO: Epoch 465/9999, Iter 23200: Loss = 0.019488902762532234, lr = [0.0001]
[2024-06-04 16:08:30,855] - INFO: Epoch 465/9999, Iter 23220: Loss = 0.018291637301445007, lr = [0.0001]
[2024-06-04 16:08:58,172] - INFO: Epoch 465/9999, Iter 23240: Loss = 0.01632084511220455, lr = [0.0001]
[2024-06-04 16:09:08,792] - INFO: Evaluate at epoch 465!
[2024-06-04 16:09:11,066] - INFO: Eval  PSNR (max): 37.643 (420) 	 SSIM (max): 0.9595 (455)
[2024-06-04 16:09:11,067] - INFO: Eval  PSNR (current): 37.595 (465) 	 SSIM (current): 0.9594 (465)
[2024-06-04 16:09:11,067] - INFO: Evaluation over.
[2024-06-04 16:09:29,042] - INFO: Epoch 466/9999, Iter 23260: Loss = 0.016843363642692566, lr = [0.0001]
[2024-06-04 16:09:56,388] - INFO: Epoch 466/9999, Iter 23280: Loss = 0.012411200441420078, lr = [0.0001]
[2024-06-04 16:10:22,711] - INFO: Epoch 467/9999, Iter 23300: Loss = 0.012194166891276836, lr = [0.0001]
[2024-06-04 16:10:49,627] - INFO: Epoch 467/9999, Iter 23320: Loss = 0.01010154839605093, lr = [0.0001]
[2024-06-04 16:11:15,806] - INFO: Epoch 467/9999, Iter 23340: Loss = 0.01241505891084671, lr = [0.0001]
[2024-06-04 16:11:44,336] - INFO: Epoch 468/9999, Iter 23360: Loss = 0.01284246239811182, lr = [0.0001]
[2024-06-04 16:12:10,809] - INFO: Epoch 468/9999, Iter 23380: Loss = 0.014882252551615238, lr = [0.0001]
[2024-06-04 16:12:37,476] - INFO: Epoch 469/9999, Iter 23400: Loss = 0.009710562415421009, lr = [0.0001]
[2024-06-04 16:13:03,950] - INFO: Epoch 469/9999, Iter 23420: Loss = 0.01149574015289545, lr = [0.0001]
[2024-06-04 16:13:30,919] - INFO: Epoch 469/9999, Iter 23440: Loss = 0.013945544138550758, lr = [0.0001]
[2024-06-04 16:13:58,297] - INFO: Epoch 470/9999, Iter 23460: Loss = 0.017370091751217842, lr = [0.0001]
[2024-06-04 16:14:25,714] - INFO: Epoch 470/9999, Iter 23480: Loss = 0.013867700472474098, lr = [0.0001]
[2024-06-04 16:14:49,175] - INFO: Evaluate at epoch 470!
[2024-06-04 16:14:51,453] - INFO: Eval  PSNR (max): 37.643 (420) 	 SSIM (max): 0.9595 (455)
[2024-06-04 16:14:51,453] - INFO: Eval  PSNR (current): 37.637 (470) 	 SSIM (current): 0.9594 (470)
[2024-06-04 16:14:51,453] - INFO: Evaluation over.
[2024-06-04 16:14:55,835] - INFO: Epoch 471/9999, Iter 23500: Loss = 0.017998848110437393, lr = [0.0001]
[2024-06-04 16:15:22,273] - INFO: Epoch 471/9999, Iter 23520: Loss = 0.01796608604490757, lr = [0.0001]
[2024-06-04 16:15:48,293] - INFO: Epoch 471/9999, Iter 23540: Loss = 0.01221541129052639, lr = [0.0001]
[2024-06-04 16:16:16,433] - INFO: Epoch 472/9999, Iter 23560: Loss = 0.02156818099319935, lr = [0.0001]
[2024-06-04 16:16:43,812] - INFO: Epoch 472/9999, Iter 23580: Loss = 0.011403430253267288, lr = [0.0001]
[2024-06-04 16:17:10,540] - INFO: Epoch 473/9999, Iter 23600: Loss = 0.016264738515019417, lr = [0.0001]
[2024-06-04 16:17:37,638] - INFO: Epoch 473/9999, Iter 23620: Loss = 0.013220996595919132, lr = [0.0001]
[2024-06-04 16:18:03,921] - INFO: Epoch 473/9999, Iter 23640: Loss = 0.016339216381311417, lr = [0.0001]
[2024-06-04 16:18:30,649] - INFO: Epoch 474/9999, Iter 23660: Loss = 0.012342234142124653, lr = [0.0001]
[2024-06-04 16:18:56,747] - INFO: Epoch 474/9999, Iter 23680: Loss = 0.01565370336174965, lr = [0.0001]
[2024-06-04 16:19:25,309] - INFO: Epoch 475/9999, Iter 23700: Loss = 0.011100826784968376, lr = [0.0001]
[2024-06-04 16:19:52,259] - INFO: Epoch 475/9999, Iter 23720: Loss = 0.019955944269895554, lr = [0.0001]
[2024-06-04 16:20:18,259] - INFO: Epoch 475/9999, Iter 23740: Loss = 0.008920054882764816, lr = [0.0001]
[2024-06-04 16:20:29,626] - INFO: Evaluate at epoch 475!
[2024-06-04 16:20:31,923] - INFO: Eval  PSNR (max): 37.643 (420) 	 SSIM (max): 0.9595 (455)
[2024-06-04 16:20:31,923] - INFO: Eval  PSNR (current): 37.614 (475) 	 SSIM (current): 0.9592 (475)
[2024-06-04 16:20:31,924] - INFO: Evaluation over.
[2024-06-04 16:20:50,046] - INFO: Epoch 476/9999, Iter 23760: Loss = 0.015549998730421066, lr = [0.0001]
[2024-06-04 16:21:17,081] - INFO: Epoch 476/9999, Iter 23780: Loss = 0.00950271263718605, lr = [0.0001]
[2024-06-04 16:21:43,421] - INFO: Epoch 477/9999, Iter 23800: Loss = 0.02238430455327034, lr = [0.0001]
[2024-06-04 16:22:09,832] - INFO: Epoch 477/9999, Iter 23820: Loss = 0.012597613967955112, lr = [0.0001]
[2024-06-04 16:22:37,189] - INFO: Epoch 477/9999, Iter 23840: Loss = 0.013332896865904331, lr = [0.0001]
[2024-06-04 16:23:04,286] - INFO: Epoch 478/9999, Iter 23860: Loss = 0.009651725180447102, lr = [0.0001]
[2024-06-04 16:23:31,807] - INFO: Epoch 478/9999, Iter 23880: Loss = 0.014622381888329983, lr = [0.0001]
[2024-06-04 16:23:57,961] - INFO: Epoch 479/9999, Iter 23900: Loss = 0.01763281039893627, lr = [0.0001]
[2024-06-04 16:24:24,447] - INFO: Epoch 479/9999, Iter 23920: Loss = 0.010208682157099247, lr = [0.0001]
[2024-06-04 16:24:51,236] - INFO: Epoch 479/9999, Iter 23940: Loss = 0.018538471311330795, lr = [0.0001]
[2024-06-04 16:25:17,987] - INFO: Epoch 480/9999, Iter 23960: Loss = 0.015550266951322556, lr = [0.0001]
[2024-06-04 16:25:45,675] - INFO: Epoch 480/9999, Iter 23980: Loss = 0.013446812517940998, lr = [0.0001]
[2024-06-04 16:26:09,801] - INFO: Evaluate at epoch 480!
[2024-06-04 16:26:15,064] - INFO: Eval  PSNR (max): 37.686 (480) 	 SSIM (max): 0.9596 (480)
[2024-06-04 16:26:15,065] - INFO: Eval  PSNR (current): 37.686 (480) 	 SSIM (current): 0.9596 (480)
[2024-06-04 16:26:15,065] - INFO: Evaluation over.
[2024-06-04 16:26:19,391] - INFO: Epoch 481/9999, Iter 24000: Loss = 0.013504564762115479, lr = [0.0001]
[2024-06-04 16:26:46,623] - INFO: Epoch 481/9999, Iter 24020: Loss = 0.018869999796152115, lr = [0.0001]
[2024-06-04 16:27:12,692] - INFO: Epoch 481/9999, Iter 24040: Loss = 0.013051817193627357, lr = [0.0001]
[2024-06-04 16:27:40,081] - INFO: Epoch 482/9999, Iter 24060: Loss = 0.015514933504164219, lr = [0.0001]
[2024-06-04 16:28:05,841] - INFO: Epoch 482/9999, Iter 24080: Loss = 0.012363951653242111, lr = [0.0001]
[2024-06-04 16:28:34,140] - INFO: Epoch 483/9999, Iter 24100: Loss = 0.021577036008238792, lr = [0.0001]
[2024-06-04 16:29:00,388] - INFO: Epoch 483/9999, Iter 24120: Loss = 0.018283694982528687, lr = [0.0001]
[2024-06-04 16:29:26,769] - INFO: Epoch 483/9999, Iter 24140: Loss = 0.015776807442307472, lr = [0.0001]
[2024-06-04 16:29:54,572] - INFO: Epoch 484/9999, Iter 24160: Loss = 0.014953200705349445, lr = [0.0001]
[2024-06-04 16:30:20,742] - INFO: Epoch 484/9999, Iter 24180: Loss = 0.01384460087865591, lr = [0.0001]
[2024-06-04 16:30:48,530] - INFO: Epoch 485/9999, Iter 24200: Loss = 0.018505629152059555, lr = [0.0001]
[2024-06-04 16:31:14,829] - INFO: Epoch 485/9999, Iter 24220: Loss = 0.01054325606673956, lr = [0.0001]
[2024-06-04 16:31:41,706] - INFO: Epoch 485/9999, Iter 24240: Loss = 0.016075322404503822, lr = [0.0001]
[2024-06-04 16:31:53,095] - INFO: Evaluate at epoch 485!
[2024-06-04 16:31:55,405] - INFO: Eval  PSNR (max): 37.686 (480) 	 SSIM (max): 0.9596 (480)
[2024-06-04 16:31:55,406] - INFO: Eval  PSNR (current): 37.589 (485) 	 SSIM (current): 0.9592 (485)
[2024-06-04 16:31:55,406] - INFO: Evaluation over.
[2024-06-04 16:32:12,937] - INFO: Epoch 486/9999, Iter 24260: Loss = 0.01528174802660942, lr = [0.0001]
[2024-06-04 16:32:39,576] - INFO: Epoch 486/9999, Iter 24280: Loss = 0.014992077834904194, lr = [0.0001]
[2024-06-04 16:33:06,705] - INFO: Epoch 487/9999, Iter 24300: Loss = 0.009358136914670467, lr = [0.0001]
[2024-06-04 16:33:33,015] - INFO: Epoch 487/9999, Iter 24320: Loss = 0.012728826142847538, lr = [0.0001]
[2024-06-04 16:34:00,011] - INFO: Epoch 487/9999, Iter 24340: Loss = 0.011817879974842072, lr = [0.0001]
[2024-06-04 16:34:27,868] - INFO: Epoch 488/9999, Iter 24360: Loss = 0.019540168344974518, lr = [0.0001]
[2024-06-04 16:34:54,803] - INFO: Epoch 488/9999, Iter 24380: Loss = 0.012111998163163662, lr = [0.0001]
[2024-06-04 16:35:21,587] - INFO: Epoch 489/9999, Iter 24400: Loss = 0.009935379028320312, lr = [0.0001]
[2024-06-04 16:35:48,248] - INFO: Epoch 489/9999, Iter 24420: Loss = 0.013964354991912842, lr = [0.0001]
[2024-06-04 16:36:15,544] - INFO: Epoch 489/9999, Iter 24440: Loss = 0.015540103428065777, lr = [0.0001]
[2024-06-04 16:36:41,117] - INFO: Epoch 490/9999, Iter 24460: Loss = 0.01427492592483759, lr = [0.0001]
[2024-06-04 16:37:07,823] - INFO: Epoch 490/9999, Iter 24480: Loss = 0.011270425282418728, lr = [0.0001]
[2024-06-04 16:37:32,884] - INFO: Evaluate at epoch 490!
[2024-06-04 16:37:35,316] - INFO: Eval  PSNR (max): 37.686 (480) 	 SSIM (max): 0.9596 (480)
[2024-06-04 16:37:35,316] - INFO: Eval  PSNR (current): 37.589 (490) 	 SSIM (current): 0.9592 (490)
[2024-06-04 16:37:35,316] - INFO: Evaluation over.
[2024-06-04 16:37:39,700] - INFO: Epoch 491/9999, Iter 24500: Loss = 0.01551724411547184, lr = [0.0001]
[2024-06-04 16:38:05,694] - INFO: Epoch 491/9999, Iter 24520: Loss = 0.007813817821443081, lr = [0.0001]
[2024-06-04 16:38:32,204] - INFO: Epoch 491/9999, Iter 24540: Loss = 0.012702719308435917, lr = [0.0001]
[2024-06-04 16:39:00,241] - INFO: Epoch 492/9999, Iter 24560: Loss = 0.011090517044067383, lr = [0.0001]
[2024-06-04 16:39:27,397] - INFO: Epoch 492/9999, Iter 24580: Loss = 0.025425536558032036, lr = [0.0001]
[2024-06-04 16:39:54,587] - INFO: Epoch 493/9999, Iter 24600: Loss = 0.0179614070802927, lr = [0.0001]
[2024-06-04 16:40:21,481] - INFO: Epoch 493/9999, Iter 24620: Loss = 0.008935464546084404, lr = [0.0001]
[2024-06-04 16:40:47,559] - INFO: Epoch 493/9999, Iter 24640: Loss = 0.015553182922303677, lr = [0.0001]
[2024-06-04 16:41:14,934] - INFO: Epoch 494/9999, Iter 24660: Loss = 0.010280955582857132, lr = [0.0001]
[2024-06-04 16:41:41,609] - INFO: Epoch 494/9999, Iter 24680: Loss = 0.015379575081169605, lr = [0.0001]
[2024-06-04 16:42:09,285] - INFO: Epoch 495/9999, Iter 24700: Loss = 0.012115279212594032, lr = [0.0001]
[2024-06-04 16:42:36,116] - INFO: Epoch 495/9999, Iter 24720: Loss = 0.01757531240582466, lr = [0.0001]
[2024-06-04 16:43:02,746] - INFO: Epoch 495/9999, Iter 24740: Loss = 0.010231804102659225, lr = [0.0001]
[2024-06-04 16:43:13,376] - INFO: Evaluate at epoch 495!
[2024-06-04 16:43:15,805] - INFO: Eval  PSNR (max): 37.686 (480) 	 SSIM (max): 0.9596 (480)
[2024-06-04 16:43:15,806] - INFO: Eval  PSNR (current): 37.682 (495) 	 SSIM (current): 0.9593 (495)
[2024-06-04 16:43:15,806] - INFO: Evaluation over.
[2024-06-04 16:43:33,798] - INFO: Epoch 496/9999, Iter 24760: Loss = 0.01368043851107359, lr = [0.0001]
[2024-06-04 16:44:00,664] - INFO: Epoch 496/9999, Iter 24780: Loss = 0.01142621599137783, lr = [0.0001]
[2024-06-04 16:44:27,423] - INFO: Epoch 497/9999, Iter 24800: Loss = 0.015353376045823097, lr = [0.0001]
[2024-06-04 16:44:54,153] - INFO: Epoch 497/9999, Iter 24820: Loss = 0.015993693843483925, lr = [0.0001]
[2024-06-04 16:45:20,991] - INFO: Epoch 497/9999, Iter 24840: Loss = 0.010244231671094894, lr = [0.0001]
[2024-06-04 16:45:48,434] - INFO: Epoch 498/9999, Iter 24860: Loss = 0.014360123313963413, lr = [0.0001]
[2024-06-04 16:46:15,153] - INFO: Epoch 498/9999, Iter 24880: Loss = 0.015599981881678104, lr = [0.0001]
[2024-06-04 16:46:42,296] - INFO: Epoch 499/9999, Iter 24900: Loss = 0.011402053758502007, lr = [0.0001]
[2024-06-04 16:47:08,894] - INFO: Epoch 499/9999, Iter 24920: Loss = 0.012962895445525646, lr = [0.0001]
[2024-06-04 16:47:35,574] - INFO: Epoch 499/9999, Iter 24940: Loss = 0.01391595508903265, lr = [0.0001]
[2024-06-04 16:48:02,655] - INFO: Epoch 500/9999, Iter 24960: Loss = 0.015155456028878689, lr = [0.0001]
[2024-06-04 16:48:29,579] - INFO: Epoch 500/9999, Iter 24980: Loss = 0.01410648226737976, lr = [0.0001]
[2024-06-04 16:48:53,881] - INFO: Evaluate at epoch 500!
[2024-06-04 16:48:56,286] - INFO: Eval  PSNR (max): 37.686 (480) 	 SSIM (max): 0.9596 (480)
[2024-06-04 16:48:56,287] - INFO: Eval  PSNR (current): 37.610 (500) 	 SSIM (current): 0.9595 (500)
[2024-06-04 16:48:56,287] - INFO: Evaluation over.
[2024-06-04 16:49:00,831] - INFO: Epoch 501/9999, Iter 25000: Loss = 0.014015531167387962, lr = [0.0001]
[2024-06-04 16:49:27,892] - INFO: Epoch 501/9999, Iter 25020: Loss = 0.012650038115680218, lr = [0.0001]
[2024-06-04 16:49:53,659] - INFO: Epoch 501/9999, Iter 25040: Loss = 0.017649495974183083, lr = [0.0001]
[2024-06-04 16:50:20,816] - INFO: Epoch 502/9999, Iter 25060: Loss = 0.011037087067961693, lr = [0.0001]
[2024-06-04 16:50:47,542] - INFO: Epoch 502/9999, Iter 25080: Loss = 0.013075319118797779, lr = [0.0001]
[2024-06-04 16:51:14,768] - INFO: Epoch 503/9999, Iter 25100: Loss = 0.012410049326717854, lr = [0.0001]
[2024-06-04 16:51:41,118] - INFO: Epoch 503/9999, Iter 25120: Loss = 0.016371170058846474, lr = [0.0001]
[2024-06-04 16:52:07,356] - INFO: Epoch 503/9999, Iter 25140: Loss = 0.008427261374890804, lr = [0.0001]
[2024-06-04 16:52:34,776] - INFO: Epoch 504/9999, Iter 25160: Loss = 0.018297012895345688, lr = [0.0001]
[2024-06-04 16:53:00,398] - INFO: Epoch 504/9999, Iter 25180: Loss = 0.0189574733376503, lr = [0.0001]
[2024-06-04 16:53:28,698] - INFO: Epoch 505/9999, Iter 25200: Loss = 0.014432183466851711, lr = [0.0001]
[2024-06-04 16:53:55,596] - INFO: Epoch 505/9999, Iter 25220: Loss = 0.012722360901534557, lr = [0.0001]
[2024-06-04 16:54:22,377] - INFO: Epoch 505/9999, Iter 25240: Loss = 0.011161834932863712, lr = [0.0001]
[2024-06-04 16:54:33,005] - INFO: Evaluate at epoch 505!
[2024-06-04 16:54:38,199] - INFO: Eval  PSNR (max): 37.691 (505) 	 SSIM (max): 0.9597 (505)
[2024-06-04 16:54:38,200] - INFO: Eval  PSNR (current): 37.691 (505) 	 SSIM (current): 0.9597 (505)
[2024-06-04 16:54:38,200] - INFO: Evaluation over.
[2024-06-04 16:54:55,678] - INFO: Epoch 506/9999, Iter 25260: Loss = 0.012713337317109108, lr = [0.0001]
[2024-06-04 16:55:22,089] - INFO: Epoch 506/9999, Iter 25280: Loss = 0.012632475234568119, lr = [0.0001]
[2024-06-04 16:55:49,764] - INFO: Epoch 507/9999, Iter 25300: Loss = 0.0095352903008461, lr = [0.0001]
[2024-06-04 16:56:16,946] - INFO: Epoch 507/9999, Iter 25320: Loss = 0.018776021897792816, lr = [0.0001]
[2024-06-04 16:56:43,424] - INFO: Epoch 507/9999, Iter 25340: Loss = 0.010067302733659744, lr = [0.0001]
[2024-06-04 16:57:10,183] - INFO: Epoch 508/9999, Iter 25360: Loss = 0.01629183441400528, lr = [0.0001]
[2024-06-04 16:57:36,215] - INFO: Epoch 508/9999, Iter 25380: Loss = 0.01138000376522541, lr = [0.0001]
[2024-06-04 16:58:03,831] - INFO: Epoch 509/9999, Iter 25400: Loss = 0.011018072254955769, lr = [0.0001]
[2024-06-04 16:58:29,813] - INFO: Epoch 509/9999, Iter 25420: Loss = 0.013724852353334427, lr = [0.0001]
[2024-06-04 16:58:56,717] - INFO: Epoch 509/9999, Iter 25440: Loss = 0.013754727318882942, lr = [0.0001]
[2024-06-04 16:59:24,251] - INFO: Epoch 510/9999, Iter 25460: Loss = 0.013978236354887486, lr = [0.0001]
[2024-06-04 16:59:51,158] - INFO: Epoch 510/9999, Iter 25480: Loss = 0.01926645077764988, lr = [0.0001]
[2024-06-04 17:00:15,423] - INFO: Evaluate at epoch 510!
[2024-06-04 17:00:19,056] - INFO: Eval  PSNR (max): 37.705 (510) 	 SSIM (max): 0.9597 (505)
[2024-06-04 17:00:19,056] - INFO: Eval  PSNR (current): 37.705 (510) 	 SSIM (current): 0.9597 (510)
[2024-06-04 17:00:19,056] - INFO: Evaluation over.
[2024-06-04 17:00:23,041] - INFO: Epoch 511/9999, Iter 25500: Loss = 0.01142155285924673, lr = [0.0001]
[2024-06-04 17:00:50,110] - INFO: Epoch 511/9999, Iter 25520: Loss = 0.015745608136057854, lr = [0.0001]
[2024-06-04 17:01:16,968] - INFO: Epoch 511/9999, Iter 25540: Loss = 0.009592109359800816, lr = [0.0001]
[2024-06-04 17:01:43,381] - INFO: Epoch 512/9999, Iter 25560: Loss = 0.016038402915000916, lr = [0.0001]
[2024-06-04 17:02:10,243] - INFO: Epoch 512/9999, Iter 25580: Loss = 0.013092202134430408, lr = [0.0001]
[2024-06-04 17:02:37,411] - INFO: Epoch 513/9999, Iter 25600: Loss = 0.015368156135082245, lr = [0.0001]
[2024-06-04 17:03:03,624] - INFO: Epoch 513/9999, Iter 25620: Loss = 0.01351353619247675, lr = [0.0001]
[2024-06-04 17:03:30,124] - INFO: Epoch 513/9999, Iter 25640: Loss = 0.01638462021946907, lr = [0.0001]
[2024-06-04 17:03:57,847] - INFO: Epoch 514/9999, Iter 25660: Loss = 0.016885947436094284, lr = [0.0001]
[2024-06-04 17:04:24,817] - INFO: Epoch 514/9999, Iter 25680: Loss = 0.016538968309760094, lr = [0.0001]
[2024-06-04 17:04:51,503] - INFO: Epoch 515/9999, Iter 25700: Loss = 0.01761035807430744, lr = [0.0001]
[2024-06-04 17:05:19,065] - INFO: Epoch 515/9999, Iter 25720: Loss = 0.013604195788502693, lr = [0.0001]
[2024-06-04 17:05:45,497] - INFO: Epoch 515/9999, Iter 25740: Loss = 0.015502849593758583, lr = [0.0001]
[2024-06-04 17:05:55,931] - INFO: Evaluate at epoch 515!
[2024-06-04 17:05:58,338] - INFO: Eval  PSNR (max): 37.705 (510) 	 SSIM (max): 0.9597 (505)
[2024-06-04 17:05:58,339] - INFO: Eval  PSNR (current): 37.703 (515) 	 SSIM (current): 0.9597 (515)
[2024-06-04 17:05:58,339] - INFO: Evaluation over.
[2024-06-04 17:06:16,155] - INFO: Epoch 516/9999, Iter 25760: Loss = 0.008875684812664986, lr = [0.0001]
[2024-06-04 17:06:42,905] - INFO: Epoch 516/9999, Iter 25780: Loss = 0.021652212366461754, lr = [0.0001]
[2024-06-04 17:07:09,981] - INFO: Epoch 517/9999, Iter 25800: Loss = 0.01614849455654621, lr = [0.0001]
[2024-06-04 17:07:36,334] - INFO: Epoch 517/9999, Iter 25820: Loss = 0.016077134758234024, lr = [0.0001]
[2024-06-04 17:08:03,025] - INFO: Epoch 517/9999, Iter 25840: Loss = 0.011052667163312435, lr = [0.0001]
[2024-06-04 17:08:29,018] - INFO: Epoch 518/9999, Iter 25860: Loss = 0.018332762643694878, lr = [0.0001]
[2024-06-04 17:08:56,153] - INFO: Epoch 518/9999, Iter 25880: Loss = 0.013117099180817604, lr = [0.0001]
[2024-06-04 17:09:23,639] - INFO: Epoch 519/9999, Iter 25900: Loss = 0.013482356444001198, lr = [0.0001]
[2024-06-04 17:09:49,527] - INFO: Epoch 519/9999, Iter 25920: Loss = 0.012376580387353897, lr = [0.0001]
[2024-06-04 17:10:16,380] - INFO: Epoch 519/9999, Iter 25940: Loss = 0.010659093968570232, lr = [0.0001]
[2024-06-04 17:10:43,718] - INFO: Epoch 520/9999, Iter 25960: Loss = 0.015467471443116665, lr = [0.0001]
[2024-06-04 17:11:09,572] - INFO: Epoch 520/9999, Iter 25980: Loss = 0.01604274846613407, lr = [0.0001]
[2024-06-04 17:11:34,870] - INFO: Evaluate at epoch 520!
[2024-06-04 17:11:37,305] - INFO: Eval  PSNR (max): 37.705 (510) 	 SSIM (max): 0.9597 (505)
[2024-06-04 17:11:37,306] - INFO: Eval  PSNR (current): 37.515 (520) 	 SSIM (current): 0.9591 (520)
[2024-06-04 17:11:37,306] - INFO: Evaluation over.
[2024-06-04 17:11:41,447] - INFO: Epoch 521/9999, Iter 26000: Loss = 0.013313435018062592, lr = [0.0001]
[2024-06-04 17:12:07,014] - INFO: Epoch 521/9999, Iter 26020: Loss = 0.013969537802040577, lr = [0.0001]
[2024-06-04 17:12:34,688] - INFO: Epoch 521/9999, Iter 26040: Loss = 0.01214565709233284, lr = [0.0001]
[2024-06-04 17:13:01,547] - INFO: Epoch 522/9999, Iter 26060: Loss = 0.0152228232473135, lr = [0.0001]
[2024-06-04 17:13:27,981] - INFO: Epoch 522/9999, Iter 26080: Loss = 0.016661107540130615, lr = [0.0001]
[2024-06-04 17:13:55,265] - INFO: Epoch 523/9999, Iter 26100: Loss = 0.014442576095461845, lr = [0.0001]
[2024-06-04 17:14:21,699] - INFO: Epoch 523/9999, Iter 26120: Loss = 0.01866042986512184, lr = [0.0001]
[2024-06-04 17:14:48,754] - INFO: Epoch 523/9999, Iter 26140: Loss = 0.012504166923463345, lr = [0.0001]
[2024-06-04 17:15:15,461] - INFO: Epoch 524/9999, Iter 26160: Loss = 0.011853002943098545, lr = [0.0001]
[2024-06-04 17:15:42,033] - INFO: Epoch 524/9999, Iter 26180: Loss = 0.015449387952685356, lr = [0.0001]
[2024-06-04 17:16:09,447] - INFO: Epoch 525/9999, Iter 26200: Loss = 0.013934619724750519, lr = [0.0001]
[2024-06-04 17:16:35,695] - INFO: Epoch 525/9999, Iter 26220: Loss = 0.008519799448549747, lr = [0.0001]
[2024-06-04 17:17:01,897] - INFO: Epoch 525/9999, Iter 26240: Loss = 0.013791834004223347, lr = [0.0001]
[2024-06-04 17:17:13,754] - INFO: Evaluate at epoch 525!
[2024-06-04 17:17:16,164] - INFO: Eval  PSNR (max): 37.705 (510) 	 SSIM (max): 0.9597 (505)
[2024-06-04 17:17:16,164] - INFO: Eval  PSNR (current): 37.604 (525) 	 SSIM (current): 0.9593 (525)
[2024-06-04 17:17:16,164] - INFO: Evaluation over.
[2024-06-04 17:17:33,545] - INFO: Epoch 526/9999, Iter 26260: Loss = 0.013674445450305939, lr = [0.0001]
[2024-06-04 17:18:00,052] - INFO: Epoch 526/9999, Iter 26280: Loss = 0.011787558905780315, lr = [0.0001]
[2024-06-04 17:18:27,662] - INFO: Epoch 527/9999, Iter 26300: Loss = 0.018238965421915054, lr = [0.0001]
[2024-06-04 17:18:53,929] - INFO: Epoch 527/9999, Iter 26320: Loss = 0.011416047811508179, lr = [0.0001]
[2024-06-04 17:19:21,332] - INFO: Epoch 527/9999, Iter 26340: Loss = 0.012739166617393494, lr = [0.0001]
[2024-06-04 17:19:48,110] - INFO: Epoch 528/9999, Iter 26360: Loss = 0.014075400307774544, lr = [0.0001]
[2024-06-04 17:20:14,613] - INFO: Epoch 528/9999, Iter 26380: Loss = 0.014135703444480896, lr = [0.0001]
[2024-06-04 17:20:41,830] - INFO: Epoch 529/9999, Iter 26400: Loss = 0.013184703886508942, lr = [0.0001]
[2024-06-04 17:21:09,003] - INFO: Epoch 529/9999, Iter 26420: Loss = 0.018028918653726578, lr = [0.0001]
[2024-06-04 17:21:35,720] - INFO: Epoch 529/9999, Iter 26440: Loss = 0.010860084556043148, lr = [0.0001]
[2024-06-04 17:22:01,710] - INFO: Epoch 530/9999, Iter 26460: Loss = 0.01744772121310234, lr = [0.0001]
[2024-06-04 17:22:27,796] - INFO: Epoch 530/9999, Iter 26480: Loss = 0.015251224860548973, lr = [0.0001]
[2024-06-04 17:22:53,206] - INFO: Evaluate at epoch 530!
[2024-06-04 17:22:55,646] - INFO: Eval  PSNR (max): 37.705 (510) 	 SSIM (max): 0.9597 (505)
[2024-06-04 17:22:55,646] - INFO: Eval  PSNR (current): 37.601 (530) 	 SSIM (current): 0.9594 (530)
[2024-06-04 17:22:55,646] - INFO: Evaluation over.
[2024-06-04 17:23:00,379] - INFO: Epoch 531/9999, Iter 26500: Loss = 0.01488264836370945, lr = [0.0001]
[2024-06-04 17:23:26,912] - INFO: Epoch 531/9999, Iter 26520: Loss = 0.010339094325900078, lr = [0.0001]
[2024-06-04 17:23:53,586] - INFO: Epoch 531/9999, Iter 26540: Loss = 0.014126627705991268, lr = [0.0001]
[2024-06-04 17:24:20,329] - INFO: Epoch 532/9999, Iter 26560: Loss = 0.011120326817035675, lr = [0.0001]
[2024-06-04 17:24:46,652] - INFO: Epoch 532/9999, Iter 26580: Loss = 0.011983737349510193, lr = [0.0001]
[2024-06-04 17:25:14,292] - INFO: Epoch 533/9999, Iter 26600: Loss = 0.010839330963790417, lr = [0.0001]
[2024-06-04 17:25:41,345] - INFO: Epoch 533/9999, Iter 26620: Loss = 0.013035804964601994, lr = [0.0001]
[2024-06-04 17:26:07,919] - INFO: Epoch 533/9999, Iter 26640: Loss = 0.010273855179548264, lr = [0.0001]
[2024-06-04 17:26:34,933] - INFO: Epoch 534/9999, Iter 26660: Loss = 0.01251573022454977, lr = [0.0001]
[2024-06-04 17:27:01,761] - INFO: Epoch 534/9999, Iter 26680: Loss = 0.018044928088784218, lr = [0.0001]
[2024-06-04 17:27:28,518] - INFO: Epoch 535/9999, Iter 26700: Loss = 0.012378884479403496, lr = [0.0001]
[2024-06-04 17:27:55,385] - INFO: Epoch 535/9999, Iter 26720: Loss = 0.014184468425810337, lr = [0.0001]
[2024-06-04 17:28:21,707] - INFO: Epoch 535/9999, Iter 26740: Loss = 0.0126920435577631, lr = [0.0001]
[2024-06-04 17:28:32,930] - INFO: Evaluate at epoch 535!
[2024-06-04 17:28:35,357] - INFO: Eval  PSNR (max): 37.705 (510) 	 SSIM (max): 0.9597 (505)
[2024-06-04 17:28:35,357] - INFO: Eval  PSNR (current): 37.598 (535) 	 SSIM (current): 0.9594 (535)
[2024-06-04 17:28:35,357] - INFO: Evaluation over.
[2024-06-04 17:28:52,040] - INFO: Epoch 536/9999, Iter 26760: Loss = 0.0169693436473608, lr = [0.0001]
[2024-06-04 17:29:18,465] - INFO: Epoch 536/9999, Iter 26780: Loss = 0.011074220761656761, lr = [0.0001]
[2024-06-04 17:29:46,793] - INFO: Epoch 537/9999, Iter 26800: Loss = 0.011876010335981846, lr = [0.0001]
[2024-06-04 17:30:12,641] - INFO: Epoch 537/9999, Iter 26820: Loss = 0.016714973375201225, lr = [0.0001]
[2024-06-04 17:30:39,207] - INFO: Epoch 537/9999, Iter 26840: Loss = 0.010620749555528164, lr = [0.0001]
[2024-06-04 17:31:07,241] - INFO: Epoch 538/9999, Iter 26860: Loss = 0.020770050585269928, lr = [0.0001]
[2024-06-04 17:31:34,336] - INFO: Epoch 538/9999, Iter 26880: Loss = 0.013239406980574131, lr = [0.0001]
[2024-06-04 17:32:01,075] - INFO: Epoch 539/9999, Iter 26900: Loss = 0.007545832544565201, lr = [0.0001]
[2024-06-04 17:32:27,658] - INFO: Epoch 539/9999, Iter 26920: Loss = 0.011777871288359165, lr = [0.0001]
[2024-06-04 17:32:54,089] - INFO: Epoch 539/9999, Iter 26940: Loss = 0.016471145674586296, lr = [0.0001]
[2024-06-04 17:33:21,159] - INFO: Epoch 540/9999, Iter 26960: Loss = 0.01659628562629223, lr = [0.0001]
[2024-06-04 17:33:47,665] - INFO: Epoch 540/9999, Iter 26980: Loss = 0.009331712499260902, lr = [0.0001]
[2024-06-04 17:34:12,053] - INFO: Evaluate at epoch 540!
[2024-06-04 17:34:14,502] - INFO: Eval  PSNR (max): 37.705 (510) 	 SSIM (max): 0.9597 (505)
[2024-06-04 17:34:14,502] - INFO: Eval  PSNR (current): 37.658 (540) 	 SSIM (current): 0.9593 (540)
[2024-06-04 17:34:14,502] - INFO: Evaluation over.
[2024-06-04 17:34:18,819] - INFO: Epoch 541/9999, Iter 27000: Loss = 0.012493818067014217, lr = [0.0001]
[2024-06-04 17:34:46,013] - INFO: Epoch 541/9999, Iter 27020: Loss = 0.011995739303529263, lr = [0.0001]
[2024-06-04 17:35:12,931] - INFO: Epoch 541/9999, Iter 27040: Loss = 0.012026689946651459, lr = [0.0001]
[2024-06-04 17:35:38,545] - INFO: Epoch 542/9999, Iter 27060: Loss = 0.01835719496011734, lr = [0.0001]
[2024-06-04 17:36:04,937] - INFO: Epoch 542/9999, Iter 27080: Loss = 0.013797490857541561, lr = [0.0001]
[2024-06-04 17:36:32,759] - INFO: Epoch 543/9999, Iter 27100: Loss = 0.02055680751800537, lr = [0.0001]
[2024-06-04 17:36:59,998] - INFO: Epoch 543/9999, Iter 27120: Loss = 0.013080612756311893, lr = [0.0001]
[2024-06-04 17:37:26,930] - INFO: Epoch 543/9999, Iter 27140: Loss = 0.011229265481233597, lr = [0.0001]
[2024-06-04 17:37:53,456] - INFO: Epoch 544/9999, Iter 27160: Loss = 0.011613977141678333, lr = [0.0001]
[2024-06-04 17:38:19,854] - INFO: Epoch 544/9999, Iter 27180: Loss = 0.01477621030062437, lr = [0.0001]
[2024-06-04 17:38:47,165] - INFO: Epoch 545/9999, Iter 27200: Loss = 0.013353288173675537, lr = [0.0001]
[2024-06-04 17:39:13,709] - INFO: Epoch 545/9999, Iter 27220: Loss = 0.010518710128962994, lr = [0.0001]
[2024-06-04 17:39:40,379] - INFO: Epoch 545/9999, Iter 27240: Loss = 0.018877321854233742, lr = [0.0001]
[2024-06-04 17:39:51,178] - INFO: Evaluate at epoch 545!
[2024-06-04 17:39:54,992] - INFO: Eval  PSNR (max): 37.723 (545) 	 SSIM (max): 0.9597 (505)
[2024-06-04 17:39:54,993] - INFO: Eval  PSNR (current): 37.723 (545) 	 SSIM (current): 0.9596 (545)
[2024-06-04 17:39:54,993] - INFO: Evaluation over.
[2024-06-04 17:40:12,851] - INFO: Epoch 546/9999, Iter 27260: Loss = 0.008149993605911732, lr = [0.0001]
[2024-06-04 17:40:39,257] - INFO: Epoch 546/9999, Iter 27280: Loss = 0.015116369351744652, lr = [0.0001]
[2024-06-04 17:41:05,859] - INFO: Epoch 547/9999, Iter 27300: Loss = 0.009181490167975426, lr = [0.0001]
[2024-06-04 17:41:33,235] - INFO: Epoch 547/9999, Iter 27320: Loss = 0.013187338598072529, lr = [0.0001]
[2024-06-04 17:42:00,102] - INFO: Epoch 547/9999, Iter 27340: Loss = 0.01575569249689579, lr = [0.0001]
[2024-06-04 17:42:27,153] - INFO: Epoch 548/9999, Iter 27360: Loss = 0.010189102962613106, lr = [0.0001]
[2024-06-04 17:42:53,346] - INFO: Epoch 548/9999, Iter 27380: Loss = 0.0163776483386755, lr = [0.0001]
[2024-06-04 17:43:20,326] - INFO: Epoch 549/9999, Iter 27400: Loss = 0.011302453465759754, lr = [0.0001]
[2024-06-04 17:43:47,221] - INFO: Epoch 549/9999, Iter 27420: Loss = 0.010386507958173752, lr = [0.0001]
[2024-06-04 17:44:13,662] - INFO: Epoch 549/9999, Iter 27440: Loss = 0.014005983248353004, lr = [0.0001]
[2024-06-04 17:44:40,489] - INFO: Epoch 550/9999, Iter 27460: Loss = 0.020252441987395287, lr = [0.0001]
[2024-06-04 17:45:07,459] - INFO: Epoch 550/9999, Iter 27480: Loss = 0.01137561909854412, lr = [0.0001]
[2024-06-04 17:45:31,945] - INFO: Evaluate at epoch 550!
[2024-06-04 17:45:34,370] - INFO: Eval  PSNR (max): 37.723 (545) 	 SSIM (max): 0.9597 (505)
[2024-06-04 17:45:34,371] - INFO: Eval  PSNR (current): 37.568 (550) 	 SSIM (current): 0.9592 (550)
[2024-06-04 17:45:34,371] - INFO: Evaluation over.
[2024-06-04 17:45:38,692] - INFO: Epoch 551/9999, Iter 27500: Loss = 0.012227941304445267, lr = [0.0001]
[2024-06-04 17:46:05,370] - INFO: Epoch 551/9999, Iter 27520: Loss = 0.01579844020307064, lr = [0.0001]
[2024-06-04 17:46:31,961] - INFO: Epoch 551/9999, Iter 27540: Loss = 0.013160565868020058, lr = [0.0001]
[2024-06-04 17:46:58,865] - INFO: Epoch 552/9999, Iter 27560: Loss = 0.012468130327761173, lr = [0.0001]
[2024-06-04 17:47:24,561] - INFO: Epoch 552/9999, Iter 27580: Loss = 0.012636275961995125, lr = [0.0001]
[2024-06-04 17:47:52,845] - INFO: Epoch 553/9999, Iter 27600: Loss = 0.01072758436203003, lr = [0.0001]
[2024-06-04 17:48:19,168] - INFO: Epoch 553/9999, Iter 27620: Loss = 0.011603320948779583, lr = [0.0001]
[2024-06-04 17:48:45,803] - INFO: Epoch 553/9999, Iter 27640: Loss = 0.015298365615308285, lr = [0.0001]
[2024-06-04 17:49:13,170] - INFO: Epoch 554/9999, Iter 27660: Loss = 0.012961674481630325, lr = [0.0001]
[2024-06-04 17:49:39,663] - INFO: Epoch 554/9999, Iter 27680: Loss = 0.015127685852348804, lr = [0.0001]
[2024-06-04 17:50:07,004] - INFO: Epoch 555/9999, Iter 27700: Loss = 0.0169953852891922, lr = [0.0001]
[2024-06-04 17:50:32,779] - INFO: Epoch 555/9999, Iter 27720: Loss = 0.012047377415001392, lr = [0.0001]
[2024-06-04 17:50:59,224] - INFO: Epoch 555/9999, Iter 27740: Loss = 0.007748755160719156, lr = [0.0001]
[2024-06-04 17:51:11,319] - INFO: Evaluate at epoch 555!
[2024-06-04 17:51:13,738] - INFO: Eval  PSNR (max): 37.723 (545) 	 SSIM (max): 0.9597 (505)
[2024-06-04 17:51:13,739] - INFO: Eval  PSNR (current): 37.657 (555) 	 SSIM (current): 0.9594 (555)
[2024-06-04 17:51:13,739] - INFO: Evaluation over.
[2024-06-04 17:51:31,309] - INFO: Epoch 556/9999, Iter 27760: Loss = 0.01455470360815525, lr = [0.0001]
[2024-06-04 17:51:58,374] - INFO: Epoch 556/9999, Iter 27780: Loss = 0.017629992216825485, lr = [0.0001]
[2024-06-04 17:52:25,255] - INFO: Epoch 557/9999, Iter 27800: Loss = 0.013730923645198345, lr = [0.0001]
[2024-06-04 17:52:51,654] - INFO: Epoch 557/9999, Iter 27820: Loss = 0.01277921348810196, lr = [0.0001]
[2024-06-04 17:53:18,330] - INFO: Epoch 557/9999, Iter 27840: Loss = 0.01442873664200306, lr = [0.0001]
[2024-06-04 17:53:45,839] - INFO: Epoch 558/9999, Iter 27860: Loss = 0.01673341915011406, lr = [0.0001]
[2024-06-04 17:54:12,256] - INFO: Epoch 558/9999, Iter 27880: Loss = 0.017025521025061607, lr = [0.0001]
[2024-06-04 17:54:39,688] - INFO: Epoch 559/9999, Iter 27900: Loss = 0.011297299526631832, lr = [0.0001]
[2024-06-04 17:55:05,406] - INFO: Epoch 559/9999, Iter 27920: Loss = 0.018654784187674522, lr = [0.0001]
[2024-06-04 17:55:33,052] - INFO: Epoch 559/9999, Iter 27940: Loss = 0.012394821271300316, lr = [0.0001]
[2024-06-04 17:56:00,039] - INFO: Epoch 560/9999, Iter 27960: Loss = 0.015716444700956345, lr = [0.0001]
[2024-06-04 17:56:26,269] - INFO: Epoch 560/9999, Iter 27980: Loss = 0.013334025628864765, lr = [0.0001]
[2024-06-04 17:56:50,624] - INFO: Evaluate at epoch 560!
[2024-06-04 17:56:53,045] - INFO: Eval  PSNR (max): 37.723 (545) 	 SSIM (max): 0.9597 (505)
[2024-06-04 17:56:53,045] - INFO: Eval  PSNR (current): 37.623 (560) 	 SSIM (current): 0.9596 (560)
[2024-06-04 17:56:53,046] - INFO: Evaluation over.
[2024-06-04 17:56:57,344] - INFO: Epoch 561/9999, Iter 28000: Loss = 0.014174097217619419, lr = [0.0001]
[2024-06-04 17:57:24,388] - INFO: Epoch 561/9999, Iter 28020: Loss = 0.02069326676428318, lr = [0.0001]
[2024-06-04 17:57:50,744] - INFO: Epoch 561/9999, Iter 28040: Loss = 0.009274297393858433, lr = [0.0001]
[2024-06-04 17:58:17,720] - INFO: Epoch 562/9999, Iter 28060: Loss = 0.0077504683285951614, lr = [0.0001]
[2024-06-04 17:58:43,748] - INFO: Epoch 562/9999, Iter 28080: Loss = 0.015364189632236958, lr = [0.0001]
[2024-06-04 17:59:11,475] - INFO: Epoch 563/9999, Iter 28100: Loss = 0.01513806451112032, lr = [0.0001]
[2024-06-04 17:59:38,055] - INFO: Epoch 563/9999, Iter 28120: Loss = 0.017556337639689445, lr = [0.0001]
[2024-06-04 18:00:05,007] - INFO: Epoch 563/9999, Iter 28140: Loss = 0.013608003035187721, lr = [0.0001]
[2024-06-04 18:00:32,201] - INFO: Epoch 564/9999, Iter 28160: Loss = 0.013434202410280704, lr = [0.0001]
[2024-06-04 18:00:58,373] - INFO: Epoch 564/9999, Iter 28180: Loss = 0.011063752695918083, lr = [0.0001]
[2024-06-04 18:01:25,280] - INFO: Epoch 565/9999, Iter 28200: Loss = 0.010780572891235352, lr = [0.0001]
[2024-06-04 18:01:51,231] - INFO: Epoch 565/9999, Iter 28220: Loss = 0.020756004378199577, lr = [0.0001]
[2024-06-04 18:02:18,475] - INFO: Epoch 565/9999, Iter 28240: Loss = 0.013768170960247517, lr = [0.0001]
[2024-06-04 18:02:30,135] - INFO: Evaluate at epoch 565!
[2024-06-04 18:02:32,560] - INFO: Eval  PSNR (max): 37.723 (545) 	 SSIM (max): 0.9597 (505)
[2024-06-04 18:02:32,560] - INFO: Eval  PSNR (current): 37.638 (565) 	 SSIM (current): 0.9594 (565)
[2024-06-04 18:02:32,560] - INFO: Evaluation over.
[2024-06-04 18:02:49,940] - INFO: Epoch 566/9999, Iter 28260: Loss = 0.012785160914063454, lr = [0.0001]
[2024-06-04 18:03:17,062] - INFO: Epoch 566/9999, Iter 28280: Loss = 0.012271130457520485, lr = [0.0001]
[2024-06-04 18:03:44,115] - INFO: Epoch 567/9999, Iter 28300: Loss = 0.013151193037629128, lr = [0.0001]
[2024-06-04 18:04:10,839] - INFO: Epoch 567/9999, Iter 28320: Loss = 0.019255073741078377, lr = [0.0001]
[2024-06-04 18:04:37,338] - INFO: Epoch 567/9999, Iter 28340: Loss = 0.01516567263752222, lr = [0.0001]
[2024-06-04 18:05:04,626] - INFO: Epoch 568/9999, Iter 28360: Loss = 0.011553289368748665, lr = [0.0001]
[2024-06-04 18:05:31,122] - INFO: Epoch 568/9999, Iter 28380: Loss = 0.009544026106595993, lr = [0.0001]
[2024-06-04 18:05:58,427] - INFO: Epoch 569/9999, Iter 28400: Loss = 0.011395436711609364, lr = [0.0001]
[2024-06-04 18:06:24,858] - INFO: Epoch 569/9999, Iter 28420: Loss = 0.010396328754723072, lr = [0.0001]
[2024-06-04 18:06:51,068] - INFO: Epoch 569/9999, Iter 28440: Loss = 0.013956904411315918, lr = [0.0001]
[2024-06-04 18:07:18,586] - INFO: Epoch 570/9999, Iter 28460: Loss = 0.014399411156773567, lr = [0.0001]
[2024-06-04 18:07:45,258] - INFO: Epoch 570/9999, Iter 28480: Loss = 0.009043929167091846, lr = [0.0001]
[2024-06-04 18:08:09,621] - INFO: Evaluate at epoch 570!
[2024-06-04 18:08:12,074] - INFO: Eval  PSNR (max): 37.723 (545) 	 SSIM (max): 0.9597 (505)
[2024-06-04 18:08:12,074] - INFO: Eval  PSNR (current): 37.612 (570) 	 SSIM (current): 0.9595 (570)
[2024-06-04 18:08:12,074] - INFO: Evaluation over.
[2024-06-04 18:08:16,243] - INFO: Epoch 571/9999, Iter 28500: Loss = 0.009447583928704262, lr = [0.0001]
[2024-06-04 18:08:43,113] - INFO: Epoch 571/9999, Iter 28520: Loss = 0.011159159243106842, lr = [0.0001]
[2024-06-04 18:09:09,727] - INFO: Epoch 571/9999, Iter 28540: Loss = 0.012005466036498547, lr = [0.0001]
[2024-06-04 18:09:37,314] - INFO: Epoch 572/9999, Iter 28560: Loss = 0.009327693842351437, lr = [0.0001]
[2024-06-04 18:10:03,966] - INFO: Epoch 572/9999, Iter 28580: Loss = 0.009244602173566818, lr = [0.0001]
[2024-06-04 18:10:30,760] - INFO: Epoch 573/9999, Iter 28600: Loss = 0.01790463551878929, lr = [0.0001]
[2024-06-04 18:10:58,033] - INFO: Epoch 573/9999, Iter 28620: Loss = 0.011713064275681973, lr = [0.0001]
[2024-06-04 18:11:24,606] - INFO: Epoch 573/9999, Iter 28640: Loss = 0.023092808201909065, lr = [0.0001]
[2024-06-04 18:11:51,337] - INFO: Epoch 574/9999, Iter 28660: Loss = 0.013491639867424965, lr = [0.0001]
[2024-06-04 18:12:17,413] - INFO: Epoch 574/9999, Iter 28680: Loss = 0.014955119229853153, lr = [0.0001]
[2024-06-04 18:12:44,782] - INFO: Epoch 575/9999, Iter 28700: Loss = 0.016140136867761612, lr = [0.0001]
[2024-06-04 18:13:11,841] - INFO: Epoch 575/9999, Iter 28720: Loss = 0.016928335651755333, lr = [0.0001]
[2024-06-04 18:13:38,736] - INFO: Epoch 575/9999, Iter 28740: Loss = 0.01514456793665886, lr = [0.0001]
[2024-06-04 18:13:49,334] - INFO: Evaluate at epoch 575!
[2024-06-04 18:13:51,765] - INFO: Eval  PSNR (max): 37.723 (545) 	 SSIM (max): 0.9597 (505)
[2024-06-04 18:13:51,765] - INFO: Eval  PSNR (current): 37.650 (575) 	 SSIM (current): 0.9594 (575)
[2024-06-04 18:13:51,765] - INFO: Evaluation over.
[2024-06-04 18:14:09,527] - INFO: Epoch 576/9999, Iter 28760: Loss = 0.012624221853911877, lr = [0.0001]
[2024-06-04 18:14:36,019] - INFO: Epoch 576/9999, Iter 28780: Loss = 0.015492895618081093, lr = [0.0001]
[2024-06-04 18:15:03,041] - INFO: Epoch 577/9999, Iter 28800: Loss = 0.014548354782164097, lr = [0.0001]
[2024-06-04 18:15:29,490] - INFO: Epoch 577/9999, Iter 28820: Loss = 0.015287701971828938, lr = [0.0001]
[2024-06-04 18:15:57,039] - INFO: Epoch 577/9999, Iter 28840: Loss = 0.006866589654237032, lr = [0.0001]
[2024-06-04 18:16:23,640] - INFO: Epoch 578/9999, Iter 28860: Loss = 0.01629026234149933, lr = [0.0001]
[2024-06-04 18:16:49,656] - INFO: Epoch 578/9999, Iter 28880: Loss = 0.010928386822342873, lr = [0.0001]
[2024-06-04 18:17:17,535] - INFO: Epoch 579/9999, Iter 28900: Loss = 0.013528535142540932, lr = [0.0001]
[2024-06-04 18:17:44,075] - INFO: Epoch 579/9999, Iter 28920: Loss = 0.009659418836236, lr = [0.0001]
[2024-06-04 18:18:11,631] - INFO: Epoch 579/9999, Iter 28940: Loss = 0.01775895617902279, lr = [0.0001]
[2024-06-04 18:18:38,181] - INFO: Epoch 580/9999, Iter 28960: Loss = 0.014489204622805119, lr = [0.0001]
[2024-06-04 18:19:03,967] - INFO: Epoch 580/9999, Iter 28980: Loss = 0.01180107519030571, lr = [0.0001]
[2024-06-04 18:19:28,970] - INFO: Evaluate at epoch 580!
[2024-06-04 18:19:31,420] - INFO: Eval  PSNR (max): 37.723 (545) 	 SSIM (max): 0.9597 (505)
[2024-06-04 18:19:31,421] - INFO: Eval  PSNR (current): 37.631 (580) 	 SSIM (current): 0.9596 (580)
[2024-06-04 18:19:31,421] - INFO: Evaluation over.
[2024-06-04 18:19:35,739] - INFO: Epoch 581/9999, Iter 29000: Loss = 0.024802204221487045, lr = [0.0001]
[2024-06-04 18:20:01,855] - INFO: Epoch 581/9999, Iter 29020: Loss = 0.01416158676147461, lr = [0.0001]
[2024-06-04 18:20:27,944] - INFO: Epoch 581/9999, Iter 29040: Loss = 0.010049437172710896, lr = [0.0001]
[2024-06-04 18:20:56,157] - INFO: Epoch 582/9999, Iter 29060: Loss = 0.010805964469909668, lr = [0.0001]
[2024-06-04 18:21:22,351] - INFO: Epoch 582/9999, Iter 29080: Loss = 0.020740225911140442, lr = [0.0001]
[2024-06-04 18:21:50,100] - INFO: Epoch 583/9999, Iter 29100: Loss = 0.014873379841446877, lr = [0.0001]
[2024-06-04 18:22:17,138] - INFO: Epoch 583/9999, Iter 29120: Loss = 0.013346062041819096, lr = [0.0001]
[2024-06-04 18:22:43,355] - INFO: Epoch 583/9999, Iter 29140: Loss = 0.014286307618021965, lr = [0.0001]
[2024-06-04 18:23:10,233] - INFO: Epoch 584/9999, Iter 29160: Loss = 0.008679586462676525, lr = [0.0001]
[2024-06-04 18:23:36,899] - INFO: Epoch 584/9999, Iter 29180: Loss = 0.012879854068160057, lr = [0.0001]
[2024-06-04 18:24:04,537] - INFO: Epoch 585/9999, Iter 29200: Loss = 0.0170105192810297, lr = [0.0001]
[2024-06-04 18:24:30,797] - INFO: Epoch 585/9999, Iter 29220: Loss = 0.013394017703831196, lr = [0.0001]
[2024-06-04 18:24:58,522] - INFO: Epoch 585/9999, Iter 29240: Loss = 0.018531719222664833, lr = [0.0001]
[2024-06-04 18:25:08,769] - INFO: Evaluate at epoch 585!
[2024-06-04 18:25:11,176] - INFO: Eval  PSNR (max): 37.723 (545) 	 SSIM (max): 0.9597 (505)
[2024-06-04 18:25:11,177] - INFO: Eval  PSNR (current): 37.640 (585) 	 SSIM (current): 0.9595 (585)
[2024-06-04 18:25:11,177] - INFO: Evaluation over.
[2024-06-04 18:25:28,558] - INFO: Epoch 586/9999, Iter 29260: Loss = 0.009657545946538448, lr = [0.0001]
[2024-06-04 18:25:54,468] - INFO: Epoch 586/9999, Iter 29280: Loss = 0.014177598059177399, lr = [0.0001]
[2024-06-04 18:26:22,281] - INFO: Epoch 587/9999, Iter 29300: Loss = 0.013948450796306133, lr = [0.0001]
[2024-06-04 18:26:49,510] - INFO: Epoch 587/9999, Iter 29320: Loss = 0.020983273163437843, lr = [0.0001]
[2024-06-04 18:27:16,334] - INFO: Epoch 587/9999, Iter 29340: Loss = 0.014303152449429035, lr = [0.0001]
[2024-06-04 18:27:42,942] - INFO: Epoch 588/9999, Iter 29360: Loss = 0.011635801754891872, lr = [0.0001]
[2024-06-04 18:28:09,046] - INFO: Epoch 588/9999, Iter 29380: Loss = 0.013928335160017014, lr = [0.0001]
[2024-06-04 18:28:36,470] - INFO: Epoch 589/9999, Iter 29400: Loss = 0.010824620723724365, lr = [0.0001]
[2024-06-04 18:29:02,931] - INFO: Epoch 589/9999, Iter 29420: Loss = 0.02259179763495922, lr = [0.0001]
[2024-06-04 18:29:30,153] - INFO: Epoch 589/9999, Iter 29440: Loss = 0.011695969849824905, lr = [0.0001]
[2024-06-04 18:29:56,978] - INFO: Epoch 590/9999, Iter 29460: Loss = 0.011674719862639904, lr = [0.0001]
[2024-06-04 18:30:24,279] - INFO: Epoch 590/9999, Iter 29480: Loss = 0.014431346207857132, lr = [0.0001]
[2024-06-04 18:30:48,137] - INFO: Evaluate at epoch 590!
[2024-06-04 18:30:52,322] - INFO: Eval  PSNR (max): 37.723 (545) 	 SSIM (max): 0.9598 (590)
[2024-06-04 18:30:52,322] - INFO: Eval  PSNR (current): 37.709 (590) 	 SSIM (current): 0.9598 (590)
[2024-06-04 18:30:52,323] - INFO: Evaluation over.
[2024-06-04 18:30:56,408] - INFO: Epoch 591/9999, Iter 29500: Loss = 0.011367744766175747, lr = [0.0001]
[2024-06-04 18:31:22,664] - INFO: Epoch 591/9999, Iter 29520: Loss = 0.01692095957696438, lr = [0.0001]
[2024-06-04 18:31:48,756] - INFO: Epoch 591/9999, Iter 29540: Loss = 0.012551677413284779, lr = [0.0001]
[2024-06-04 18:32:17,119] - INFO: Epoch 592/9999, Iter 29560: Loss = 0.012422166764736176, lr = [0.0001]
[2024-06-04 18:32:44,350] - INFO: Epoch 592/9999, Iter 29580: Loss = 0.009005271829664707, lr = [0.0001]
[2024-06-04 18:33:10,605] - INFO: Epoch 593/9999, Iter 29600: Loss = 0.012113959528505802, lr = [0.0001]
[2024-06-04 18:33:37,701] - INFO: Epoch 593/9999, Iter 29620: Loss = 0.011110614985227585, lr = [0.0001]
[2024-06-04 18:34:04,130] - INFO: Epoch 593/9999, Iter 29640: Loss = 0.018427923321723938, lr = [0.0001]
[2024-06-04 18:34:31,530] - INFO: Epoch 594/9999, Iter 29660: Loss = 0.013234120793640614, lr = [0.0001]
[2024-06-04 18:34:58,286] - INFO: Epoch 594/9999, Iter 29680: Loss = 0.017429038882255554, lr = [0.0001]
[2024-06-04 18:35:25,422] - INFO: Epoch 595/9999, Iter 29700: Loss = 0.013140003196895123, lr = [0.0001]
[2024-06-04 18:35:51,617] - INFO: Epoch 595/9999, Iter 29720: Loss = 0.013402150943875313, lr = [0.0001]
[2024-06-04 18:36:18,252] - INFO: Epoch 595/9999, Iter 29740: Loss = 0.01238694041967392, lr = [0.0001]
[2024-06-04 18:36:29,743] - INFO: Evaluate at epoch 595!
[2024-06-04 18:36:32,187] - INFO: Eval  PSNR (max): 37.723 (545) 	 SSIM (max): 0.9598 (590)
[2024-06-04 18:36:32,188] - INFO: Eval  PSNR (current): 37.565 (595) 	 SSIM (current): 0.9593 (595)
[2024-06-04 18:36:32,188] - INFO: Evaluation over.
[2024-06-04 18:36:49,347] - INFO: Epoch 596/9999, Iter 29760: Loss = 0.013552391901612282, lr = [0.0001]
[2024-06-04 18:37:16,043] - INFO: Epoch 596/9999, Iter 29780: Loss = 0.011890272609889507, lr = [0.0001]
[2024-06-04 18:37:43,414] - INFO: Epoch 597/9999, Iter 29800: Loss = 0.01732456125319004, lr = [0.0001]
[2024-06-04 18:38:09,826] - INFO: Epoch 597/9999, Iter 29820: Loss = 0.016253240406513214, lr = [0.0001]
[2024-06-04 18:38:36,632] - INFO: Epoch 597/9999, Iter 29840: Loss = 0.01012413389980793, lr = [0.0001]
[2024-06-04 18:39:03,854] - INFO: Epoch 598/9999, Iter 29860: Loss = 0.01087684091180563, lr = [0.0001]
[2024-06-04 18:39:30,832] - INFO: Epoch 598/9999, Iter 29880: Loss = 0.01241288147866726, lr = [0.0001]
[2024-06-04 18:39:57,781] - INFO: Epoch 599/9999, Iter 29900: Loss = 0.010470561683177948, lr = [0.0001]
[2024-06-04 18:40:24,501] - INFO: Epoch 599/9999, Iter 29920: Loss = 0.013261371292173862, lr = [0.0001]
[2024-06-04 18:40:51,338] - INFO: Epoch 599/9999, Iter 29940: Loss = 0.018549403175711632, lr = [0.0001]
[2024-06-04 18:41:18,552] - INFO: Epoch 600/9999, Iter 29960: Loss = 0.016447676345705986, lr = [0.0001]
[2024-06-04 18:41:45,712] - INFO: Epoch 600/9999, Iter 29980: Loss = 0.00971293542534113, lr = [0.0001]
[2024-06-04 18:42:09,321] - INFO: Evaluate at epoch 600!
[2024-06-04 18:42:11,722] - INFO: Eval  PSNR (max): 37.723 (545) 	 SSIM (max): 0.9598 (590)
[2024-06-04 18:42:11,722] - INFO: Eval  PSNR (current): 37.685 (600) 	 SSIM (current): 0.9597 (600)
[2024-06-04 18:42:11,722] - INFO: Evaluation over.
[2024-06-04 18:42:15,843] - INFO: Epoch 601/9999, Iter 30000: Loss = 0.011989335529506207, lr = [0.0001]
[2024-06-04 18:42:42,194] - INFO: Epoch 601/9999, Iter 30020: Loss = 0.010569374077022076, lr = [0.0001]
[2024-06-04 18:43:08,956] - INFO: Epoch 601/9999, Iter 30040: Loss = 0.010657431557774544, lr = [0.0001]
[2024-06-04 18:43:36,502] - INFO: Epoch 602/9999, Iter 30060: Loss = 0.014062291942536831, lr = [0.0001]
[2024-06-04 18:44:02,348] - INFO: Epoch 602/9999, Iter 30080: Loss = 0.015694618225097656, lr = [0.0001]
[2024-06-04 18:44:30,105] - INFO: Epoch 603/9999, Iter 30100: Loss = 0.00993786845356226, lr = [0.0001]
[2024-06-04 18:44:56,894] - INFO: Epoch 603/9999, Iter 30120: Loss = 0.013986016623675823, lr = [0.0001]
[2024-06-04 18:45:22,872] - INFO: Epoch 603/9999, Iter 30140: Loss = 0.01019658800214529, lr = [0.0001]
[2024-06-04 18:45:50,570] - INFO: Epoch 604/9999, Iter 30160: Loss = 0.011399995535612106, lr = [0.0001]
[2024-06-04 18:46:17,496] - INFO: Epoch 604/9999, Iter 30180: Loss = 0.014748063869774342, lr = [0.0001]
[2024-06-04 18:46:44,307] - INFO: Epoch 605/9999, Iter 30200: Loss = 0.013925181701779366, lr = [0.0001]
[2024-06-04 18:47:11,310] - INFO: Epoch 605/9999, Iter 30220: Loss = 0.014964321628212929, lr = [0.0001]
[2024-06-04 18:47:37,917] - INFO: Epoch 605/9999, Iter 30240: Loss = 0.010219641029834747, lr = [0.0001]
[2024-06-04 18:47:48,574] - INFO: Evaluate at epoch 605!
[2024-06-04 18:47:51,014] - INFO: Eval  PSNR (max): 37.723 (545) 	 SSIM (max): 0.9598 (590)
[2024-06-04 18:47:51,014] - INFO: Eval  PSNR (current): 37.684 (605) 	 SSIM (current): 0.9596 (605)
[2024-06-04 18:47:51,014] - INFO: Evaluation over.
[2024-06-04 18:48:08,566] - INFO: Epoch 606/9999, Iter 30260: Loss = 0.01020283717662096, lr = [0.0001]
[2024-06-04 18:48:36,092] - INFO: Epoch 606/9999, Iter 30280: Loss = 0.010301428847014904, lr = [0.0001]
[2024-06-04 18:49:02,303] - INFO: Epoch 607/9999, Iter 30300: Loss = 0.009718680754303932, lr = [0.0001]
[2024-06-04 18:49:29,933] - INFO: Epoch 607/9999, Iter 30320: Loss = 0.015080350451171398, lr = [0.0001]
[2024-06-04 18:49:56,017] - INFO: Epoch 607/9999, Iter 30340: Loss = 0.021132098510861397, lr = [0.0001]
[2024-06-04 18:50:22,763] - INFO: Epoch 608/9999, Iter 30360: Loss = 0.013175522908568382, lr = [0.0001]
[2024-06-04 18:50:49,487] - INFO: Epoch 608/9999, Iter 30380: Loss = 0.014699243009090424, lr = [0.0001]
[2024-06-04 18:51:16,495] - INFO: Epoch 609/9999, Iter 30400: Loss = 0.008441559970378876, lr = [0.0001]
[2024-06-04 18:51:42,805] - INFO: Epoch 609/9999, Iter 30420: Loss = 0.01334646437317133, lr = [0.0001]
[2024-06-04 18:52:10,646] - INFO: Epoch 609/9999, Iter 30440: Loss = 0.01954781636595726, lr = [0.0001]
[2024-06-04 18:52:37,762] - INFO: Epoch 610/9999, Iter 30460: Loss = 0.015638114884495735, lr = [0.0001]
[2024-06-04 18:53:04,523] - INFO: Epoch 610/9999, Iter 30480: Loss = 0.013095499947667122, lr = [0.0001]
[2024-06-04 18:53:28,194] - INFO: Evaluate at epoch 610!
[2024-06-04 18:53:30,640] - INFO: Eval  PSNR (max): 37.723 (545) 	 SSIM (max): 0.9598 (590)
[2024-06-04 18:53:30,640] - INFO: Eval  PSNR (current): 37.605 (610) 	 SSIM (current): 0.9593 (610)
[2024-06-04 18:53:30,640] - INFO: Evaluation over.
[2024-06-04 18:53:34,814] - INFO: Epoch 611/9999, Iter 30500: Loss = 0.013881782069802284, lr = [0.0001]
[2024-06-04 18:54:01,115] - INFO: Epoch 611/9999, Iter 30520: Loss = 0.0170366782695055, lr = [0.0001]
[2024-06-04 18:54:27,317] - INFO: Epoch 611/9999, Iter 30540: Loss = 0.010065766051411629, lr = [0.0001]
[2024-06-04 18:54:54,893] - INFO: Epoch 612/9999, Iter 30560: Loss = 0.01099205669015646, lr = [0.0001]
[2024-06-04 18:55:22,075] - INFO: Epoch 612/9999, Iter 30580: Loss = 0.017200229689478874, lr = [0.0001]
[2024-06-04 18:55:49,091] - INFO: Epoch 613/9999, Iter 30600: Loss = 0.012200675904750824, lr = [0.0001]
[2024-06-04 18:56:15,506] - INFO: Epoch 613/9999, Iter 30620: Loss = 0.01525543350726366, lr = [0.0001]
[2024-06-04 18:56:41,431] - INFO: Epoch 613/9999, Iter 30640: Loss = 0.009650759398937225, lr = [0.0001]
[2024-06-04 18:57:10,196] - INFO: Epoch 614/9999, Iter 30660: Loss = 0.01114564947783947, lr = [0.0001]
[2024-06-04 18:57:36,488] - INFO: Epoch 614/9999, Iter 30680: Loss = 0.010652528144419193, lr = [0.0001]
[2024-06-04 18:58:03,180] - INFO: Epoch 615/9999, Iter 30700: Loss = 0.017216626554727554, lr = [0.0001]
[2024-06-04 18:58:29,671] - INFO: Epoch 615/9999, Iter 30720: Loss = 0.012820040807127953, lr = [0.0001]
[2024-06-04 18:58:57,085] - INFO: Epoch 615/9999, Iter 30740: Loss = 0.016949070617556572, lr = [0.0001]
[2024-06-04 18:59:07,898] - INFO: Evaluate at epoch 615!
[2024-06-04 18:59:10,346] - INFO: Eval  PSNR (max): 37.723 (545) 	 SSIM (max): 0.9598 (590)
[2024-06-04 18:59:10,346] - INFO: Eval  PSNR (current): 37.684 (615) 	 SSIM (current): 0.9597 (615)
[2024-06-04 18:59:10,346] - INFO: Evaluation over.
[2024-06-04 18:59:28,203] - INFO: Epoch 616/9999, Iter 30760: Loss = 0.01763252727687359, lr = [0.0001]
[2024-06-04 18:59:54,944] - INFO: Epoch 616/9999, Iter 30780: Loss = 0.01736534759402275, lr = [0.0001]
[2024-06-04 19:00:21,990] - INFO: Epoch 617/9999, Iter 30800: Loss = 0.013002644293010235, lr = [0.0001]
[2024-06-04 19:00:48,270] - INFO: Epoch 617/9999, Iter 30820: Loss = 0.011441761627793312, lr = [0.0001]
[2024-06-04 19:01:15,072] - INFO: Epoch 617/9999, Iter 30840: Loss = 0.019887879490852356, lr = [0.0001]
[2024-06-04 19:01:42,370] - INFO: Epoch 618/9999, Iter 30860: Loss = 0.009928246028721333, lr = [0.0001]
[2024-06-04 19:02:09,474] - INFO: Epoch 618/9999, Iter 30880: Loss = 0.010010428726673126, lr = [0.0001]
[2024-06-04 19:02:36,415] - INFO: Epoch 619/9999, Iter 30900: Loss = 0.01067262701690197, lr = [0.0001]
[2024-06-04 19:03:01,942] - INFO: Epoch 619/9999, Iter 30920: Loss = 0.01338670402765274, lr = [0.0001]
[2024-06-04 19:03:28,867] - INFO: Epoch 619/9999, Iter 30940: Loss = 0.018986443057656288, lr = [0.0001]
[2024-06-04 19:03:56,951] - INFO: Epoch 620/9999, Iter 30960: Loss = 0.016309665516018867, lr = [0.0001]
[2024-06-04 19:04:24,081] - INFO: Epoch 620/9999, Iter 30980: Loss = 0.011618371121585369, lr = [0.0001]
[2024-06-04 19:04:48,096] - INFO: Evaluate at epoch 620!
[2024-06-04 19:04:50,501] - INFO: Eval  PSNR (max): 37.723 (545) 	 SSIM (max): 0.9598 (590)
[2024-06-04 19:04:50,501] - INFO: Eval  PSNR (current): 37.577 (620) 	 SSIM (current): 0.9595 (620)
[2024-06-04 19:04:50,501] - INFO: Evaluation over.
[2024-06-04 19:04:54,892] - INFO: Epoch 621/9999, Iter 31000: Loss = 0.014659581705927849, lr = [0.0001]
[2024-06-04 19:05:20,980] - INFO: Epoch 621/9999, Iter 31020: Loss = 0.009924637153744698, lr = [0.0001]
[2024-06-04 19:05:48,210] - INFO: Epoch 621/9999, Iter 31040: Loss = 0.010574495419859886, lr = [0.0001]
[2024-06-04 19:06:15,034] - INFO: Epoch 622/9999, Iter 31060: Loss = 0.009190005250275135, lr = [0.0001]
[2024-06-04 19:06:42,275] - INFO: Epoch 622/9999, Iter 31080: Loss = 0.016125299036502838, lr = [0.0001]
[2024-06-04 19:07:08,800] - INFO: Epoch 623/9999, Iter 31100: Loss = 0.012444843538105488, lr = [0.0001]
[2024-06-04 19:07:35,317] - INFO: Epoch 623/9999, Iter 31120: Loss = 0.008111576549708843, lr = [0.0001]
[2024-06-04 19:08:01,591] - INFO: Epoch 623/9999, Iter 31140: Loss = 0.010066614486277103, lr = [0.0001]
[2024-06-04 19:08:29,410] - INFO: Epoch 624/9999, Iter 31160: Loss = 0.015997666865587234, lr = [0.0001]
[2024-06-04 19:08:55,676] - INFO: Epoch 624/9999, Iter 31180: Loss = 0.015649596229195595, lr = [0.0001]
[2024-06-04 19:09:22,927] - INFO: Epoch 625/9999, Iter 31200: Loss = 0.016857793554663658, lr = [0.0001]
[2024-06-04 19:09:49,866] - INFO: Epoch 625/9999, Iter 31220: Loss = 0.011178378947079182, lr = [0.0001]
[2024-06-04 19:10:17,242] - INFO: Epoch 625/9999, Iter 31240: Loss = 0.01471773162484169, lr = [0.0001]
[2024-06-04 19:10:27,459] - INFO: Evaluate at epoch 625!
[2024-06-04 19:10:32,596] - INFO: Eval  PSNR (max): 37.753 (625) 	 SSIM (max): 0.9599 (625)
[2024-06-04 19:10:32,597] - INFO: Eval  PSNR (current): 37.753 (625) 	 SSIM (current): 0.9599 (625)
[2024-06-04 19:10:32,597] - INFO: Evaluation over.
[2024-06-04 19:10:49,775] - INFO: Epoch 626/9999, Iter 31260: Loss = 0.018823500722646713, lr = [0.0001]
[2024-06-04 19:11:15,788] - INFO: Epoch 626/9999, Iter 31280: Loss = 0.015277387574315071, lr = [0.0001]
[2024-06-04 19:11:43,812] - INFO: Epoch 627/9999, Iter 31300: Loss = 0.010513453744351864, lr = [0.0001]
[2024-06-04 19:12:10,032] - INFO: Epoch 627/9999, Iter 31320: Loss = 0.014712388627231121, lr = [0.0001]
[2024-06-04 19:12:36,492] - INFO: Epoch 627/9999, Iter 31340: Loss = 0.015609926544129848, lr = [0.0001]
[2024-06-04 19:13:03,998] - INFO: Epoch 628/9999, Iter 31360: Loss = 0.016587883234024048, lr = [0.0001]
[2024-06-04 19:13:30,421] - INFO: Epoch 628/9999, Iter 31380: Loss = 0.013750134035944939, lr = [0.0001]
[2024-06-04 19:13:57,672] - INFO: Epoch 629/9999, Iter 31400: Loss = 0.009386257268488407, lr = [0.0001]
[2024-06-04 19:14:24,759] - INFO: Epoch 629/9999, Iter 31420: Loss = 0.014807628467679024, lr = [0.0001]
[2024-06-04 19:14:50,641] - INFO: Epoch 629/9999, Iter 31440: Loss = 0.013100076466798782, lr = [0.0001]
[2024-06-04 19:15:18,416] - INFO: Epoch 630/9999, Iter 31460: Loss = 0.015113857574760914, lr = [0.0001]
[2024-06-04 19:15:45,158] - INFO: Epoch 630/9999, Iter 31480: Loss = 0.013740720227360725, lr = [0.0001]
[2024-06-04 19:16:09,476] - INFO: Evaluate at epoch 630!
[2024-06-04 19:16:11,897] - INFO: Eval  PSNR (max): 37.753 (625) 	 SSIM (max): 0.9599 (625)
[2024-06-04 19:16:11,897] - INFO: Eval  PSNR (current): 37.537 (630) 	 SSIM (current): 0.9596 (630)
[2024-06-04 19:16:11,897] - INFO: Evaluation over.
[2024-06-04 19:16:15,948] - INFO: Epoch 631/9999, Iter 31500: Loss = 0.013833139091730118, lr = [0.0001]
[2024-06-04 19:16:42,997] - INFO: Epoch 631/9999, Iter 31520: Loss = 0.017777061089873314, lr = [0.0001]
[2024-06-04 19:17:08,615] - INFO: Epoch 631/9999, Iter 31540: Loss = 0.01094734389334917, lr = [0.0001]
[2024-06-04 19:17:36,557] - INFO: Epoch 632/9999, Iter 31560: Loss = 0.0131384851410985, lr = [0.0001]
[2024-06-04 19:18:02,949] - INFO: Epoch 632/9999, Iter 31580: Loss = 0.015903906896710396, lr = [0.0001]
[2024-06-04 19:18:30,173] - INFO: Epoch 633/9999, Iter 31600: Loss = 0.009125574491918087, lr = [0.0001]
[2024-06-04 19:18:56,655] - INFO: Epoch 633/9999, Iter 31620: Loss = 0.015178000554442406, lr = [0.0001]
[2024-06-04 19:19:23,023] - INFO: Epoch 633/9999, Iter 31640: Loss = 0.014664767310023308, lr = [0.0001]
[2024-06-04 19:19:50,021] - INFO: Epoch 634/9999, Iter 31660: Loss = 0.016325555741786957, lr = [0.0001]
[2024-06-04 19:20:16,617] - INFO: Epoch 634/9999, Iter 31680: Loss = 0.017039185389876366, lr = [0.0001]
[2024-06-04 19:20:44,304] - INFO: Epoch 635/9999, Iter 31700: Loss = 0.009937339462339878, lr = [0.0001]
[2024-06-04 19:21:11,052] - INFO: Epoch 635/9999, Iter 31720: Loss = 0.008677024394273758, lr = [0.0001]
[2024-06-04 19:21:38,115] - INFO: Epoch 635/9999, Iter 31740: Loss = 0.010589665733277798, lr = [0.0001]
[2024-06-04 19:21:48,737] - INFO: Evaluate at epoch 635!
[2024-06-04 19:21:51,173] - INFO: Eval  PSNR (max): 37.753 (625) 	 SSIM (max): 0.9599 (625)
[2024-06-04 19:21:51,173] - INFO: Eval  PSNR (current): 37.641 (635) 	 SSIM (current): 0.9593 (635)
[2024-06-04 19:21:51,173] - INFO: Evaluation over.
[2024-06-04 19:22:08,039] - INFO: Epoch 636/9999, Iter 31760: Loss = 0.011207764968276024, lr = [0.0001]
[2024-06-04 19:22:35,127] - INFO: Epoch 636/9999, Iter 31780: Loss = 0.012002517469227314, lr = [0.0001]
[2024-06-04 19:23:02,646] - INFO: Epoch 637/9999, Iter 31800: Loss = 0.009518520906567574, lr = [0.0001]
[2024-06-04 19:23:28,476] - INFO: Epoch 637/9999, Iter 31820: Loss = 0.0146885821595788, lr = [0.0001]
[2024-06-04 19:23:55,231] - INFO: Epoch 637/9999, Iter 31840: Loss = 0.011043374426662922, lr = [0.0001]
[2024-06-04 19:24:22,927] - INFO: Epoch 638/9999, Iter 31860: Loss = 0.010310164652764797, lr = [0.0001]
[2024-06-04 19:24:49,512] - INFO: Epoch 638/9999, Iter 31880: Loss = 0.014174955897033215, lr = [0.0001]
[2024-06-04 19:25:16,661] - INFO: Epoch 639/9999, Iter 31900: Loss = 0.012403987348079681, lr = [0.0001]
[2024-06-04 19:25:43,268] - INFO: Epoch 639/9999, Iter 31920: Loss = 0.009683601558208466, lr = [0.0001]
[2024-06-04 19:26:09,558] - INFO: Epoch 639/9999, Iter 31940: Loss = 0.011549300514161587, lr = [0.0001]
[2024-06-04 19:26:36,772] - INFO: Epoch 640/9999, Iter 31960: Loss = 0.011624002829194069, lr = [0.0001]
[2024-06-04 19:27:03,170] - INFO: Epoch 640/9999, Iter 31980: Loss = 0.012173039838671684, lr = [0.0001]
[2024-06-04 19:27:27,801] - INFO: Evaluate at epoch 640!
[2024-06-04 19:27:31,670] - INFO: Eval  PSNR (max): 37.753 (625) 	 SSIM (max): 0.9599 (640)
[2024-06-04 19:27:31,671] - INFO: Eval  PSNR (current): 37.726 (640) 	 SSIM (current): 0.9599 (640)
[2024-06-04 19:27:31,671] - INFO: Evaluation over.
[2024-06-04 19:27:35,694] - INFO: Epoch 641/9999, Iter 32000: Loss = 0.021261312067508698, lr = [0.0001]
[2024-06-04 19:28:01,472] - INFO: Epoch 641/9999, Iter 32020: Loss = 0.012919822707772255, lr = [0.0001]
[2024-06-04 19:28:28,030] - INFO: Epoch 641/9999, Iter 32040: Loss = 0.022563016042113304, lr = [0.0001]
[2024-06-04 19:28:56,213] - INFO: Epoch 642/9999, Iter 32060: Loss = 0.007561706006526947, lr = [0.0001]
[2024-06-04 19:29:23,097] - INFO: Epoch 642/9999, Iter 32080: Loss = 0.013694262132048607, lr = [0.0001]
[2024-06-04 19:29:50,243] - INFO: Epoch 643/9999, Iter 32100: Loss = 0.020417867228388786, lr = [0.0001]
[2024-06-04 19:30:16,458] - INFO: Epoch 643/9999, Iter 32120: Loss = 0.011624861508607864, lr = [0.0001]
[2024-06-04 19:30:43,834] - INFO: Epoch 643/9999, Iter 32140: Loss = 0.013106446713209152, lr = [0.0001]
[2024-06-04 19:31:10,832] - INFO: Epoch 644/9999, Iter 32160: Loss = 0.013040547259151936, lr = [0.0001]
[2024-06-04 19:31:37,793] - INFO: Epoch 644/9999, Iter 32180: Loss = 0.014242415316402912, lr = [0.0001]
[2024-06-04 19:32:04,720] - INFO: Epoch 645/9999, Iter 32200: Loss = 0.014217494986951351, lr = [0.0001]
[2024-06-04 19:32:32,054] - INFO: Epoch 645/9999, Iter 32220: Loss = 0.012750131078064442, lr = [0.0001]
[2024-06-04 19:32:58,951] - INFO: Epoch 645/9999, Iter 32240: Loss = 0.01573842577636242, lr = [0.0001]
[2024-06-04 19:33:09,208] - INFO: Evaluate at epoch 645!
[2024-06-04 19:33:11,571] - INFO: Eval  PSNR (max): 37.753 (625) 	 SSIM (max): 0.9599 (640)
[2024-06-04 19:33:11,572] - INFO: Eval  PSNR (current): 37.616 (645) 	 SSIM (current): 0.9597 (645)
[2024-06-04 19:33:11,572] - INFO: Evaluation over.
[2024-06-04 19:33:29,137] - INFO: Epoch 646/9999, Iter 32260: Loss = 0.016414402052760124, lr = [0.0001]
[2024-06-04 19:33:56,795] - INFO: Epoch 646/9999, Iter 32280: Loss = 0.01296538021415472, lr = [0.0001]
[2024-06-04 19:34:23,252] - INFO: Epoch 647/9999, Iter 32300: Loss = 0.018118634819984436, lr = [0.0001]
[2024-06-04 19:34:49,302] - INFO: Epoch 647/9999, Iter 32320: Loss = 0.018886925652623177, lr = [0.0001]
[2024-06-04 19:35:15,923] - INFO: Epoch 647/9999, Iter 32340: Loss = 0.016528548672795296, lr = [0.0001]
[2024-06-04 19:35:42,881] - INFO: Epoch 648/9999, Iter 32360: Loss = 0.009737573564052582, lr = [0.0001]
[2024-06-04 19:36:09,556] - INFO: Epoch 648/9999, Iter 32380: Loss = 0.01579197868704796, lr = [0.0001]
[2024-06-04 19:36:36,942] - INFO: Epoch 649/9999, Iter 32400: Loss = 0.011376576498150826, lr = [0.0001]
[2024-06-04 19:37:03,810] - INFO: Epoch 649/9999, Iter 32420: Loss = 0.011767180636525154, lr = [0.0001]
[2024-06-04 19:37:30,913] - INFO: Epoch 649/9999, Iter 32440: Loss = 0.020507309585809708, lr = [0.0001]
[2024-06-04 19:37:56,839] - INFO: Epoch 650/9999, Iter 32460: Loss = 0.008988854475319386, lr = [0.0001]
[2024-06-04 19:38:24,158] - INFO: Epoch 650/9999, Iter 32480: Loss = 0.013334454968571663, lr = [0.0001]
[2024-06-04 19:38:48,608] - INFO: Evaluate at epoch 650!
[2024-06-04 19:38:50,948] - INFO: Eval  PSNR (max): 37.753 (625) 	 SSIM (max): 0.9599 (640)
[2024-06-04 19:38:50,948] - INFO: Eval  PSNR (current): 37.697 (650) 	 SSIM (current): 0.9597 (650)
[2024-06-04 19:38:50,948] - INFO: Evaluation over.
[2024-06-04 19:38:55,197] - INFO: Epoch 651/9999, Iter 32500: Loss = 0.012387626804411411, lr = [0.0001]
[2024-06-04 19:39:21,911] - INFO: Epoch 651/9999, Iter 32520: Loss = 0.01341590378433466, lr = [0.0001]
[2024-06-04 19:39:48,692] - INFO: Epoch 651/9999, Iter 32540: Loss = 0.017337748780846596, lr = [0.0001]
[2024-06-04 19:40:15,607] - INFO: Epoch 652/9999, Iter 32560: Loss = 0.011660680174827576, lr = [0.0001]
[2024-06-04 19:40:42,177] - INFO: Epoch 652/9999, Iter 32580: Loss = 0.014583627693355083, lr = [0.0001]
[2024-06-04 19:41:09,508] - INFO: Epoch 653/9999, Iter 32600: Loss = 0.017041342332959175, lr = [0.0001]
[2024-06-04 19:41:36,387] - INFO: Epoch 653/9999, Iter 32620: Loss = 0.01616865210235119, lr = [0.0001]
[2024-06-04 19:42:02,673] - INFO: Epoch 653/9999, Iter 32640: Loss = 0.02603301592171192, lr = [0.0001]
[2024-06-04 19:42:30,556] - INFO: Epoch 654/9999, Iter 32660: Loss = 0.011791127733886242, lr = [0.0001]
[2024-06-04 19:42:56,969] - INFO: Epoch 654/9999, Iter 32680: Loss = 0.01925412006676197, lr = [0.0001]
[2024-06-04 19:43:23,687] - INFO: Epoch 655/9999, Iter 32700: Loss = 0.013704524375498295, lr = [0.0001]
[2024-06-04 19:43:50,299] - INFO: Epoch 655/9999, Iter 32720: Loss = 0.017979945987462997, lr = [0.0001]
[2024-06-04 19:44:17,305] - INFO: Epoch 655/9999, Iter 32740: Loss = 0.014253859408199787, lr = [0.0001]
[2024-06-04 19:44:28,038] - INFO: Evaluate at epoch 655!
[2024-06-04 19:44:30,407] - INFO: Eval  PSNR (max): 37.753 (625) 	 SSIM (max): 0.9599 (640)
[2024-06-04 19:44:30,407] - INFO: Eval  PSNR (current): 37.726 (655) 	 SSIM (current): 0.9598 (655)
[2024-06-04 19:44:30,407] - INFO: Evaluation over.
[2024-06-04 19:44:48,213] - INFO: Epoch 656/9999, Iter 32760: Loss = 0.007470294367522001, lr = [0.0001]
[2024-06-04 19:45:15,222] - INFO: Epoch 656/9999, Iter 32780: Loss = 0.01666303351521492, lr = [0.0001]
[2024-06-04 19:45:41,717] - INFO: Epoch 657/9999, Iter 32800: Loss = 0.011790592223405838, lr = [0.0001]
[2024-06-04 19:46:08,746] - INFO: Epoch 657/9999, Iter 32820: Loss = 0.017878971993923187, lr = [0.0001]
[2024-06-04 19:46:35,709] - INFO: Epoch 657/9999, Iter 32840: Loss = 0.011026588268578053, lr = [0.0001]
[2024-06-04 19:47:02,204] - INFO: Epoch 658/9999, Iter 32860: Loss = 0.012064613401889801, lr = [0.0001]
[2024-06-04 19:47:30,118] - INFO: Epoch 658/9999, Iter 32880: Loss = 0.014947445131838322, lr = [0.0001]
[2024-06-04 19:47:56,095] - INFO: Epoch 659/9999, Iter 32900: Loss = 0.010748660191893578, lr = [0.0001]
[2024-06-04 19:48:22,953] - INFO: Epoch 659/9999, Iter 32920: Loss = 0.008762492798268795, lr = [0.0001]
[2024-06-04 19:48:49,604] - INFO: Epoch 659/9999, Iter 32940: Loss = 0.01090177707374096, lr = [0.0001]
[2024-06-04 19:49:16,711] - INFO: Epoch 660/9999, Iter 32960: Loss = 0.017385520040988922, lr = [0.0001]
[2024-06-04 19:49:44,175] - INFO: Epoch 660/9999, Iter 32980: Loss = 0.016756301745772362, lr = [0.0001]
[2024-06-04 19:50:07,653] - INFO: Evaluate at epoch 660!
[2024-06-04 19:50:10,039] - INFO: Eval  PSNR (max): 37.753 (625) 	 SSIM (max): 0.9599 (640)
[2024-06-04 19:50:10,040] - INFO: Eval  PSNR (current): 37.742 (660) 	 SSIM (current): 0.9595 (660)
[2024-06-04 19:50:10,040] - INFO: Evaluation over.
[2024-06-04 19:50:14,261] - INFO: Epoch 661/9999, Iter 33000: Loss = 0.014973888173699379, lr = [0.0001]
[2024-06-04 19:50:40,538] - INFO: Epoch 661/9999, Iter 33020: Loss = 0.01486609410494566, lr = [0.0001]
[2024-06-04 19:51:06,634] - INFO: Epoch 661/9999, Iter 33040: Loss = 0.01398977730423212, lr = [0.0001]
[2024-06-04 19:51:34,488] - INFO: Epoch 662/9999, Iter 33060: Loss = 0.009217975661158562, lr = [0.0001]
[2024-06-04 19:52:00,444] - INFO: Epoch 662/9999, Iter 33080: Loss = 0.013806027360260487, lr = [0.0001]
[2024-06-04 19:52:28,130] - INFO: Epoch 663/9999, Iter 33100: Loss = 0.011510459706187248, lr = [0.0001]
[2024-06-04 19:52:54,143] - INFO: Epoch 663/9999, Iter 33120: Loss = 0.016876382753252983, lr = [0.0001]
[2024-06-04 19:53:20,182] - INFO: Epoch 663/9999, Iter 33140: Loss = 0.016445929184556007, lr = [0.0001]
[2024-06-04 19:53:48,476] - INFO: Epoch 664/9999, Iter 33160: Loss = 0.013530868105590343, lr = [0.0001]
[2024-06-04 19:54:14,973] - INFO: Epoch 664/9999, Iter 33180: Loss = 0.010977659374475479, lr = [0.0001]
[2024-06-04 19:54:42,321] - INFO: Epoch 665/9999, Iter 33200: Loss = 0.018785623833537102, lr = [0.0001]
[2024-06-04 19:55:08,844] - INFO: Epoch 665/9999, Iter 33220: Loss = 0.013918982818722725, lr = [0.0001]
[2024-06-04 19:55:35,412] - INFO: Epoch 665/9999, Iter 33240: Loss = 0.010445300489664078, lr = [0.0001]
[2024-06-04 19:55:46,532] - INFO: Evaluate at epoch 665!
[2024-06-04 19:55:51,889] - INFO: Eval  PSNR (max): 37.768 (665) 	 SSIM (max): 0.9600 (665)
[2024-06-04 19:55:51,890] - INFO: Eval  PSNR (current): 37.768 (665) 	 SSIM (current): 0.9600 (665)
[2024-06-04 19:55:51,890] - INFO: Evaluation over.
[2024-06-04 19:56:09,195] - INFO: Epoch 666/9999, Iter 33260: Loss = 0.01268263254314661, lr = [0.0001]
[2024-06-04 19:56:35,770] - INFO: Epoch 666/9999, Iter 33280: Loss = 0.012322838418185711, lr = [0.0001]
[2024-06-04 19:57:03,076] - INFO: Epoch 667/9999, Iter 33300: Loss = 0.01493213139474392, lr = [0.0001]
[2024-06-04 19:57:29,261] - INFO: Epoch 667/9999, Iter 33320: Loss = 0.010821432806551456, lr = [0.0001]
[2024-06-04 19:57:55,830] - INFO: Epoch 667/9999, Iter 33340: Loss = 0.015833495184779167, lr = [0.0001]
[2024-06-04 19:58:23,470] - INFO: Epoch 668/9999, Iter 33360: Loss = 0.02281160280108452, lr = [0.0001]
[2024-06-04 19:58:50,362] - INFO: Epoch 668/9999, Iter 33380: Loss = 0.008339992724359035, lr = [0.0001]
[2024-06-04 19:59:17,227] - INFO: Epoch 669/9999, Iter 33400: Loss = 0.015959197655320168, lr = [0.0001]
[2024-06-04 19:59:43,573] - INFO: Epoch 669/9999, Iter 33420: Loss = 0.015934737399220467, lr = [0.0001]
[2024-06-04 20:00:09,439] - INFO: Epoch 669/9999, Iter 33440: Loss = 0.012968343682587147, lr = [0.0001]
[2024-06-04 20:00:38,099] - INFO: Epoch 670/9999, Iter 33460: Loss = 0.014115829020738602, lr = [0.0001]
[2024-06-04 20:01:04,642] - INFO: Epoch 670/9999, Iter 33480: Loss = 0.011653590016067028, lr = [0.0001]
[2024-06-04 20:01:28,703] - INFO: Evaluate at epoch 670!
[2024-06-04 20:01:31,059] - INFO: Eval  PSNR (max): 37.768 (665) 	 SSIM (max): 0.9600 (665)
[2024-06-04 20:01:31,059] - INFO: Eval  PSNR (current): 37.707 (670) 	 SSIM (current): 0.9594 (670)
[2024-06-04 20:01:31,059] - INFO: Evaluation over.
[2024-06-04 20:01:35,446] - INFO: Epoch 671/9999, Iter 33500: Loss = 0.019217664375901222, lr = [0.0001]
[2024-06-04 20:02:02,493] - INFO: Epoch 671/9999, Iter 33520: Loss = 0.014333563856780529, lr = [0.0001]
[2024-06-04 20:02:29,278] - INFO: Epoch 671/9999, Iter 33540: Loss = 0.013197792693972588, lr = [0.0001]
[2024-06-04 20:02:55,563] - INFO: Epoch 672/9999, Iter 33560: Loss = 0.010205663740634918, lr = [0.0001]
[2024-06-04 20:03:21,858] - INFO: Epoch 672/9999, Iter 33580: Loss = 0.009239528328180313, lr = [0.0001]
[2024-06-04 20:03:49,728] - INFO: Epoch 673/9999, Iter 33600: Loss = 0.012932365760207176, lr = [0.0001]
[2024-06-04 20:04:16,310] - INFO: Epoch 673/9999, Iter 33620: Loss = 0.01156606525182724, lr = [0.0001]
[2024-06-04 20:04:43,399] - INFO: Epoch 673/9999, Iter 33640: Loss = 0.014857583679258823, lr = [0.0001]
[2024-06-04 20:05:10,104] - INFO: Epoch 674/9999, Iter 33660: Loss = 0.013482136651873589, lr = [0.0001]
[2024-06-04 20:05:36,506] - INFO: Epoch 674/9999, Iter 33680: Loss = 0.011926446110010147, lr = [0.0001]
[2024-06-04 20:06:03,584] - INFO: Epoch 675/9999, Iter 33700: Loss = 0.015215842984616756, lr = [0.0001]
[2024-06-04 20:06:30,417] - INFO: Epoch 675/9999, Iter 33720: Loss = 0.013462137430906296, lr = [0.0001]
[2024-06-04 20:06:57,040] - INFO: Epoch 675/9999, Iter 33740: Loss = 0.017627326771616936, lr = [0.0001]
[2024-06-04 20:07:07,986] - INFO: Evaluate at epoch 675!
[2024-06-04 20:07:10,352] - INFO: Eval  PSNR (max): 37.768 (665) 	 SSIM (max): 0.9600 (665)
[2024-06-04 20:07:10,352] - INFO: Eval  PSNR (current): 37.720 (675) 	 SSIM (current): 0.9599 (675)
[2024-06-04 20:07:10,352] - INFO: Evaluation over.
[2024-06-04 20:07:27,588] - INFO: Epoch 676/9999, Iter 33760: Loss = 0.01671258546411991, lr = [0.0001]
[2024-06-04 20:07:54,859] - INFO: Epoch 676/9999, Iter 33780: Loss = 0.011745933443307877, lr = [0.0001]
[2024-06-04 20:08:21,472] - INFO: Epoch 677/9999, Iter 33800: Loss = 0.013796789571642876, lr = [0.0001]
[2024-06-04 20:08:47,928] - INFO: Epoch 677/9999, Iter 33820: Loss = 0.009006517939269543, lr = [0.0001]
[2024-06-04 20:09:14,574] - INFO: Epoch 677/9999, Iter 33840: Loss = 0.011198176071047783, lr = [0.0001]
[2024-06-04 20:09:41,879] - INFO: Epoch 678/9999, Iter 33860: Loss = 0.013634959235787392, lr = [0.0001]
[2024-06-04 20:10:08,010] - INFO: Epoch 678/9999, Iter 33880: Loss = 0.012962834909558296, lr = [0.0001]
[2024-06-04 20:10:35,772] - INFO: Epoch 679/9999, Iter 33900: Loss = 0.016354382038116455, lr = [0.0001]
[2024-06-04 20:11:03,210] - INFO: Epoch 679/9999, Iter 33920: Loss = 0.01861969567835331, lr = [0.0001]
[2024-06-04 20:11:29,363] - INFO: Epoch 679/9999, Iter 33940: Loss = 0.008839651010930538, lr = [0.0001]
[2024-06-04 20:11:57,124] - INFO: Epoch 680/9999, Iter 33960: Loss = 0.008263910189270973, lr = [0.0001]
[2024-06-04 20:12:24,195] - INFO: Epoch 680/9999, Iter 33980: Loss = 0.011834541335701942, lr = [0.0001]
[2024-06-04 20:12:47,506] - INFO: Evaluate at epoch 680!
[2024-06-04 20:12:49,889] - INFO: Eval  PSNR (max): 37.768 (665) 	 SSIM (max): 0.9600 (665)
[2024-06-04 20:12:49,889] - INFO: Eval  PSNR (current): 37.655 (680) 	 SSIM (current): 0.9596 (680)
[2024-06-04 20:12:49,889] - INFO: Evaluation over.
[2024-06-04 20:12:54,245] - INFO: Epoch 681/9999, Iter 34000: Loss = 0.009505512192845345, lr = [0.0001]
[2024-06-04 20:13:20,584] - INFO: Epoch 681/9999, Iter 34020: Loss = 0.014487719163298607, lr = [0.0001]
[2024-06-04 20:13:47,856] - INFO: Epoch 681/9999, Iter 34040: Loss = 0.010651475749909878, lr = [0.0001]
[2024-06-04 20:14:15,179] - INFO: Epoch 682/9999, Iter 34060: Loss = 0.020835282281041145, lr = [0.0001]
[2024-06-04 20:14:41,662] - INFO: Epoch 682/9999, Iter 34080: Loss = 0.012947074137628078, lr = [0.0001]
[2024-06-04 20:15:08,463] - INFO: Epoch 683/9999, Iter 34100: Loss = 0.013836919330060482, lr = [0.0001]
[2024-06-04 20:15:34,925] - INFO: Epoch 683/9999, Iter 34120: Loss = 0.010643486864864826, lr = [0.0001]
[2024-06-04 20:16:01,879] - INFO: Epoch 683/9999, Iter 34140: Loss = 0.015815598890185356, lr = [0.0001]
[2024-06-04 20:16:28,560] - INFO: Epoch 684/9999, Iter 34160: Loss = 0.01641588844358921, lr = [0.0001]
[2024-06-04 20:16:55,266] - INFO: Epoch 684/9999, Iter 34180: Loss = 0.009524397552013397, lr = [0.0001]
[2024-06-04 20:17:22,362] - INFO: Epoch 685/9999, Iter 34200: Loss = 0.008997028693556786, lr = [0.0001]
[2024-06-04 20:17:49,103] - INFO: Epoch 685/9999, Iter 34220: Loss = 0.010985258966684341, lr = [0.0001]
[2024-06-04 20:18:15,574] - INFO: Epoch 685/9999, Iter 34240: Loss = 0.010274847038090229, lr = [0.0001]
[2024-06-04 20:18:26,737] - INFO: Evaluate at epoch 685!
[2024-06-04 20:18:29,085] - INFO: Eval  PSNR (max): 37.768 (665) 	 SSIM (max): 0.9600 (665)
[2024-06-04 20:18:29,085] - INFO: Eval  PSNR (current): 37.651 (685) 	 SSIM (current): 0.9598 (685)
[2024-06-04 20:18:29,085] - INFO: Evaluation over.
[2024-06-04 20:18:46,289] - INFO: Epoch 686/9999, Iter 34260: Loss = 0.00954087357968092, lr = [0.0001]
[2024-06-04 20:19:12,880] - INFO: Epoch 686/9999, Iter 34280: Loss = 0.013343723490834236, lr = [0.0001]
[2024-06-04 20:19:40,422] - INFO: Epoch 687/9999, Iter 34300: Loss = 0.014350979588925838, lr = [0.0001]
[2024-06-04 20:20:06,576] - INFO: Epoch 687/9999, Iter 34320: Loss = 0.013224883005023003, lr = [0.0001]
[2024-06-04 20:20:32,522] - INFO: Epoch 687/9999, Iter 34340: Loss = 0.012071117758750916, lr = [0.0001]
[2024-06-04 20:21:01,099] - INFO: Epoch 688/9999, Iter 34360: Loss = 0.010139764286577702, lr = [0.0001]
[2024-06-04 20:21:28,955] - INFO: Epoch 688/9999, Iter 34380: Loss = 0.013703824952244759, lr = [0.0001]
[2024-06-04 20:21:56,113] - INFO: Epoch 689/9999, Iter 34400: Loss = 0.006518054753541946, lr = [0.0001]
[2024-06-04 20:22:22,806] - INFO: Epoch 689/9999, Iter 34420: Loss = 0.014851212501525879, lr = [0.0001]
[2024-06-04 20:22:50,076] - INFO: Epoch 689/9999, Iter 34440: Loss = 0.012590494938194752, lr = [0.0001]
[2024-06-04 20:23:17,503] - INFO: Epoch 690/9999, Iter 34460: Loss = 0.019017573446035385, lr = [0.0001]
[2024-06-04 20:23:44,380] - INFO: Epoch 690/9999, Iter 34480: Loss = 0.011291802860796452, lr = [0.0001]
[2024-06-04 20:24:09,947] - INFO: Evaluate at epoch 690!
[2024-06-04 20:24:12,289] - INFO: Eval  PSNR (max): 37.768 (665) 	 SSIM (max): 0.9600 (665)
[2024-06-04 20:24:12,289] - INFO: Eval  PSNR (current): 37.718 (690) 	 SSIM (current): 0.9596 (690)
[2024-06-04 20:24:12,289] - INFO: Evaluation over.
[2024-06-04 20:24:16,372] - INFO: Epoch 691/9999, Iter 34500: Loss = 0.014614654704928398, lr = [0.0001]
[2024-06-04 20:24:43,339] - INFO: Epoch 691/9999, Iter 34520: Loss = 0.010091320611536503, lr = [0.0001]
[2024-06-04 20:25:09,818] - INFO: Epoch 691/9999, Iter 34540: Loss = 0.011228484101593494, lr = [0.0001]
[2024-06-04 20:25:37,713] - INFO: Epoch 692/9999, Iter 34560: Loss = 0.010519688948988914, lr = [0.0001]
[2024-06-04 20:26:03,690] - INFO: Epoch 692/9999, Iter 34580: Loss = 0.014200696721673012, lr = [0.0001]
[2024-06-04 20:26:31,772] - INFO: Epoch 693/9999, Iter 34600: Loss = 0.01384601928293705, lr = [0.0001]
[2024-06-04 20:26:58,302] - INFO: Epoch 693/9999, Iter 34620: Loss = 0.017386749386787415, lr = [0.0001]
[2024-06-04 20:27:24,127] - INFO: Epoch 693/9999, Iter 34640: Loss = 0.014509990811347961, lr = [0.0001]
[2024-06-04 20:27:52,039] - INFO: Epoch 694/9999, Iter 34660: Loss = 0.012654964812099934, lr = [0.0001]
[2024-06-04 20:28:19,090] - INFO: Epoch 694/9999, Iter 34680: Loss = 0.01635429449379444, lr = [0.0001]
[2024-06-04 20:28:45,950] - INFO: Epoch 695/9999, Iter 34700: Loss = 0.021913636475801468, lr = [0.0001]
[2024-06-04 20:29:13,146] - INFO: Epoch 695/9999, Iter 34720: Loss = 0.01216197945177555, lr = [0.0001]
[2024-06-04 20:29:40,081] - INFO: Epoch 695/9999, Iter 34740: Loss = 0.012370926328003407, lr = [0.0001]
[2024-06-04 20:29:50,464] - INFO: Evaluate at epoch 695!
[2024-06-04 20:29:52,845] - INFO: Eval  PSNR (max): 37.768 (665) 	 SSIM (max): 0.9600 (665)
[2024-06-04 20:29:52,845] - INFO: Eval  PSNR (current): 37.656 (695) 	 SSIM (current): 0.9596 (695)
[2024-06-04 20:29:52,845] - INFO: Evaluation over.
[2024-06-04 20:30:10,566] - INFO: Epoch 696/9999, Iter 34760: Loss = 0.009661952964961529, lr = [0.0001]
[2024-06-04 20:30:37,497] - INFO: Epoch 696/9999, Iter 34780: Loss = 0.015722118318080902, lr = [0.0001]
[2024-06-04 20:31:04,511] - INFO: Epoch 697/9999, Iter 34800: Loss = 0.019229518249630928, lr = [0.0001]
[2024-06-04 20:31:30,943] - INFO: Epoch 697/9999, Iter 34820: Loss = 0.015466569922864437, lr = [0.0001]
[2024-06-04 20:31:57,393] - INFO: Epoch 697/9999, Iter 34840: Loss = 0.0109248086810112, lr = [0.0001]
[2024-06-04 20:32:24,889] - INFO: Epoch 698/9999, Iter 34860: Loss = 0.011567533947527409, lr = [0.0001]
[2024-06-04 20:32:51,966] - INFO: Epoch 698/9999, Iter 34880: Loss = 0.012895151972770691, lr = [0.0001]
[2024-06-04 20:33:19,005] - INFO: Epoch 699/9999, Iter 34900: Loss = 0.012503203935921192, lr = [0.0001]
[2024-06-04 20:33:45,648] - INFO: Epoch 699/9999, Iter 34920: Loss = 0.011426330544054508, lr = [0.0001]
[2024-06-04 20:34:13,080] - INFO: Epoch 699/9999, Iter 34940: Loss = 0.014470160007476807, lr = [0.0001]
[2024-06-04 20:34:42,109] - INFO: Epoch 700/9999, Iter 34960: Loss = 0.016632065176963806, lr = [0.0001]
[2024-06-04 20:35:09,782] - INFO: Epoch 700/9999, Iter 34980: Loss = 0.013395338319242, lr = [0.0001]
[2024-06-04 20:35:33,806] - INFO: Evaluate at epoch 700!
[2024-06-04 20:35:39,282] - INFO: Eval  PSNR (max): 37.833 (700) 	 SSIM (max): 0.9600 (700)
[2024-06-04 20:35:39,283] - INFO: Eval  PSNR (current): 37.833 (700) 	 SSIM (current): 0.9600 (700)
[2024-06-04 20:35:39,283] - INFO: Evaluation over.
[2024-06-04 20:35:43,623] - INFO: Epoch 701/9999, Iter 35000: Loss = 0.015444125048816204, lr = [0.0001]
[2024-06-04 20:36:10,338] - INFO: Epoch 701/9999, Iter 35020: Loss = 0.013482225127518177, lr = [0.0001]
[2024-06-04 20:36:37,173] - INFO: Epoch 701/9999, Iter 35040: Loss = 0.013849019072949886, lr = [0.0001]
[2024-06-04 20:37:04,106] - INFO: Epoch 702/9999, Iter 35060: Loss = 0.013505859300494194, lr = [0.0001]
[2024-06-04 20:37:30,672] - INFO: Epoch 702/9999, Iter 35080: Loss = 0.014537537470459938, lr = [0.0001]
[2024-06-04 20:37:57,721] - INFO: Epoch 703/9999, Iter 35100: Loss = 0.016164565458893776, lr = [0.0001]
[2024-06-04 20:38:25,244] - INFO: Epoch 703/9999, Iter 35120: Loss = 0.014221603982150555, lr = [0.0001]
[2024-06-04 20:38:51,559] - INFO: Epoch 703/9999, Iter 35140: Loss = 0.010972517542541027, lr = [0.0001]
[2024-06-04 20:39:18,499] - INFO: Epoch 704/9999, Iter 35160: Loss = 0.00949985533952713, lr = [0.0001]
[2024-06-04 20:39:44,789] - INFO: Epoch 704/9999, Iter 35180: Loss = 0.01324310339987278, lr = [0.0001]
[2024-06-04 20:40:12,197] - INFO: Epoch 705/9999, Iter 35200: Loss = 0.01626671478152275, lr = [0.0001]
[2024-06-04 20:40:38,322] - INFO: Epoch 705/9999, Iter 35220: Loss = 0.007575976196676493, lr = [0.0001]
[2024-06-04 20:41:05,418] - INFO: Epoch 705/9999, Iter 35240: Loss = 0.013438514433801174, lr = [0.0001]
[2024-06-04 20:41:16,503] - INFO: Evaluate at epoch 705!
[2024-06-04 20:41:18,948] - INFO: Eval  PSNR (max): 37.833 (700) 	 SSIM (max): 0.9600 (700)
[2024-06-04 20:41:18,948] - INFO: Eval  PSNR (current): 37.665 (705) 	 SSIM (current): 0.9597 (705)
[2024-06-04 20:41:18,949] - INFO: Evaluation over.
[2024-06-04 20:41:36,076] - INFO: Epoch 706/9999, Iter 35260: Loss = 0.009818327613174915, lr = [0.0001]
[2024-06-04 20:42:02,611] - INFO: Epoch 706/9999, Iter 35280: Loss = 0.016947103664278984, lr = [0.0001]
[2024-06-04 20:42:30,402] - INFO: Epoch 707/9999, Iter 35300: Loss = 0.014537608250975609, lr = [0.0001]
[2024-06-04 20:42:57,069] - INFO: Epoch 707/9999, Iter 35320: Loss = 0.00873364694416523, lr = [0.0001]
[2024-06-04 20:43:23,789] - INFO: Epoch 707/9999, Iter 35340: Loss = 0.018265457823872566, lr = [0.0001]
[2024-06-04 20:43:51,669] - INFO: Epoch 708/9999, Iter 35360: Loss = 0.009588398039340973, lr = [0.0001]
[2024-06-04 20:44:18,342] - INFO: Epoch 708/9999, Iter 35380: Loss = 0.01526810321956873, lr = [0.0001]
[2024-06-04 20:44:45,019] - INFO: Epoch 709/9999, Iter 35400: Loss = 0.01109489519149065, lr = [0.0001]
[2024-06-04 20:45:12,111] - INFO: Epoch 709/9999, Iter 35420: Loss = 0.01125259604305029, lr = [0.0001]
[2024-06-04 20:45:38,806] - INFO: Epoch 709/9999, Iter 35440: Loss = 0.018380457535386086, lr = [0.0001]
[2024-06-04 20:46:05,327] - INFO: Epoch 710/9999, Iter 35460: Loss = 0.012688780203461647, lr = [0.0001]
[2024-06-04 20:46:32,300] - INFO: Epoch 710/9999, Iter 35480: Loss = 0.014992119744420052, lr = [0.0001]
[2024-06-04 20:46:56,389] - INFO: Evaluate at epoch 710!
[2024-06-04 20:46:58,796] - INFO: Eval  PSNR (max): 37.833 (700) 	 SSIM (max): 0.9600 (700)
[2024-06-04 20:46:58,796] - INFO: Eval  PSNR (current): 37.776 (710) 	 SSIM (current): 0.9600 (710)
[2024-06-04 20:46:58,796] - INFO: Evaluation over.
[2024-06-04 20:47:03,173] - INFO: Epoch 711/9999, Iter 35500: Loss = 0.013217335566878319, lr = [0.0001]
[2024-06-04 20:47:29,010] - INFO: Epoch 711/9999, Iter 35520: Loss = 0.013456631451845169, lr = [0.0001]
[2024-06-04 20:47:55,543] - INFO: Epoch 711/9999, Iter 35540: Loss = 0.009030605666339397, lr = [0.0001]
[2024-06-04 20:48:23,406] - INFO: Epoch 712/9999, Iter 35560: Loss = 0.013946224004030228, lr = [0.0001]
[2024-06-04 20:48:50,169] - INFO: Epoch 712/9999, Iter 35580: Loss = 0.013895242474973202, lr = [0.0001]
[2024-06-04 20:49:17,194] - INFO: Epoch 713/9999, Iter 35600: Loss = 0.013224059715867043, lr = [0.0001]
[2024-06-04 20:49:43,219] - INFO: Epoch 713/9999, Iter 35620: Loss = 0.013989565894007683, lr = [0.0001]
[2024-06-04 20:50:09,883] - INFO: Epoch 713/9999, Iter 35640: Loss = 0.01625014841556549, lr = [0.0001]
[2024-06-04 20:50:37,708] - INFO: Epoch 714/9999, Iter 35660: Loss = 0.0187385231256485, lr = [0.0001]
[2024-06-04 20:51:04,140] - INFO: Epoch 714/9999, Iter 35680: Loss = 0.013847948051989079, lr = [0.0001]
[2024-06-04 20:51:31,322] - INFO: Epoch 715/9999, Iter 35700: Loss = 0.019906679168343544, lr = [0.0001]
[2024-06-04 20:51:57,851] - INFO: Epoch 715/9999, Iter 35720: Loss = 0.01364884153008461, lr = [0.0001]
[2024-06-04 20:52:24,902] - INFO: Epoch 715/9999, Iter 35740: Loss = 0.011601997539401054, lr = [0.0001]
[2024-06-04 20:52:35,490] - INFO: Evaluate at epoch 715!
[2024-06-04 20:52:37,935] - INFO: Eval  PSNR (max): 37.833 (700) 	 SSIM (max): 0.9600 (700)
[2024-06-04 20:52:37,936] - INFO: Eval  PSNR (current): 37.738 (715) 	 SSIM (current): 0.9599 (715)
[2024-06-04 20:52:37,936] - INFO: Evaluation over.
[2024-06-04 20:52:54,835] - INFO: Epoch 716/9999, Iter 35760: Loss = 0.013084614649415016, lr = [0.0001]
[2024-06-04 20:53:22,457] - INFO: Epoch 716/9999, Iter 35780: Loss = 0.013260501436889172, lr = [0.0001]
[2024-06-04 20:53:48,924] - INFO: Epoch 717/9999, Iter 35800: Loss = 0.015180586837232113, lr = [0.0001]
[2024-06-04 20:54:15,261] - INFO: Epoch 717/9999, Iter 35820: Loss = 0.015486539341509342, lr = [0.0001]
[2024-06-04 20:54:41,732] - INFO: Epoch 717/9999, Iter 35840: Loss = 0.011571111157536507, lr = [0.0001]
[2024-06-04 20:55:09,050] - INFO: Epoch 718/9999, Iter 35860: Loss = 0.010848946869373322, lr = [0.0001]
[2024-06-04 20:55:35,735] - INFO: Epoch 718/9999, Iter 35880: Loss = 0.010604778304696083, lr = [0.0001]
[2024-06-04 20:56:02,961] - INFO: Epoch 719/9999, Iter 35900: Loss = 0.012530669569969177, lr = [0.0001]
[2024-06-04 20:56:29,396] - INFO: Epoch 719/9999, Iter 35920: Loss = 0.011810963042080402, lr = [0.0001]
[2024-06-04 20:56:56,319] - INFO: Epoch 719/9999, Iter 35940: Loss = 0.012728225439786911, lr = [0.0001]
[2024-06-04 20:57:23,891] - INFO: Epoch 720/9999, Iter 35960: Loss = 0.012401208281517029, lr = [0.0001]
[2024-06-04 20:57:50,180] - INFO: Epoch 720/9999, Iter 35980: Loss = 0.014954274520277977, lr = [0.0001]
[2024-06-04 20:58:14,292] - INFO: Evaluate at epoch 720!
[2024-06-04 20:58:16,741] - INFO: Eval  PSNR (max): 37.833 (700) 	 SSIM (max): 0.9600 (700)
[2024-06-04 20:58:16,741] - INFO: Eval  PSNR (current): 37.620 (720) 	 SSIM (current): 0.9596 (720)
[2024-06-04 20:58:16,741] - INFO: Evaluation over.
[2024-06-04 20:58:20,996] - INFO: Epoch 721/9999, Iter 36000: Loss = 0.014933658763766289, lr = [0.0001]
[2024-06-04 20:58:47,801] - INFO: Epoch 721/9999, Iter 36020: Loss = 0.011099833063781261, lr = [0.0001]
[2024-06-04 20:59:13,463] - INFO: Epoch 721/9999, Iter 36040: Loss = 0.011281400918960571, lr = [0.0001]
[2024-06-04 20:59:42,044] - INFO: Epoch 722/9999, Iter 36060: Loss = 0.00932424794882536, lr = [0.0001]
[2024-06-04 21:00:09,004] - INFO: Epoch 722/9999, Iter 36080: Loss = 0.010710935108363628, lr = [0.0001]
[2024-06-04 21:00:35,144] - INFO: Epoch 723/9999, Iter 36100: Loss = 0.011753274127840996, lr = [0.0001]
[2024-06-04 21:01:01,119] - INFO: Epoch 723/9999, Iter 36120: Loss = 0.010559476912021637, lr = [0.0001]
[2024-06-04 21:01:27,528] - INFO: Epoch 723/9999, Iter 36140: Loss = 0.010901981964707375, lr = [0.0001]
[2024-06-04 21:01:54,947] - INFO: Epoch 724/9999, Iter 36160: Loss = 0.013542872853577137, lr = [0.0001]
[2024-06-04 21:02:21,279] - INFO: Epoch 724/9999, Iter 36180: Loss = 0.013211566023528576, lr = [0.0001]
[2024-06-04 21:02:49,335] - INFO: Epoch 725/9999, Iter 36200: Loss = 0.015869487076997757, lr = [0.0001]
[2024-06-04 21:03:16,171] - INFO: Epoch 725/9999, Iter 36220: Loss = 0.012267842888832092, lr = [0.0001]
[2024-06-04 21:03:42,746] - INFO: Epoch 725/9999, Iter 36240: Loss = 0.01121318805962801, lr = [0.0001]
[2024-06-04 21:03:53,515] - INFO: Evaluate at epoch 725!
[2024-06-04 21:03:57,250] - INFO: Eval  PSNR (max): 37.833 (700) 	 SSIM (max): 0.9601 (725)
[2024-06-04 21:03:57,251] - INFO: Eval  PSNR (current): 37.785 (725) 	 SSIM (current): 0.9601 (725)
[2024-06-04 21:03:57,251] - INFO: Evaluation over.
[2024-06-04 21:04:14,173] - INFO: Epoch 726/9999, Iter 36260: Loss = 0.011516028083860874, lr = [0.0001]
[2024-06-04 21:04:41,549] - INFO: Epoch 726/9999, Iter 36280: Loss = 0.018675800412893295, lr = [0.0001]
[2024-06-04 21:05:08,575] - INFO: Epoch 727/9999, Iter 36300: Loss = 0.014836054295301437, lr = [0.0001]
[2024-06-04 21:05:34,418] - INFO: Epoch 727/9999, Iter 36320: Loss = 0.020868971943855286, lr = [0.0001]
[2024-06-04 21:06:00,948] - INFO: Epoch 727/9999, Iter 36340: Loss = 0.01659572124481201, lr = [0.0001]
[2024-06-04 21:06:29,394] - INFO: Epoch 728/9999, Iter 36360: Loss = 0.014413711614906788, lr = [0.0001]
[2024-06-04 21:06:55,846] - INFO: Epoch 728/9999, Iter 36380: Loss = 0.016511257737874985, lr = [0.0001]
[2024-06-04 21:07:22,560] - INFO: Epoch 729/9999, Iter 36400: Loss = 0.012092230841517448, lr = [0.0001]
[2024-06-04 21:07:49,065] - INFO: Epoch 729/9999, Iter 36420: Loss = 0.015312165953218937, lr = [0.0001]
[2024-06-04 21:08:16,409] - INFO: Epoch 729/9999, Iter 36440: Loss = 0.013515721075236797, lr = [0.0001]
[2024-06-04 21:08:42,978] - INFO: Epoch 730/9999, Iter 36460: Loss = 0.00930387806147337, lr = [0.0001]
[2024-06-04 21:09:09,234] - INFO: Epoch 730/9999, Iter 36480: Loss = 0.015015619806945324, lr = [0.0001]
[2024-06-04 21:09:33,987] - INFO: Evaluate at epoch 730!
[2024-06-04 21:09:36,432] - INFO: Eval  PSNR (max): 37.833 (700) 	 SSIM (max): 0.9601 (725)
[2024-06-04 21:09:36,432] - INFO: Eval  PSNR (current): 37.686 (730) 	 SSIM (current): 0.9597 (730)
[2024-06-04 21:09:36,432] - INFO: Evaluation over.
[2024-06-04 21:09:41,109] - INFO: Epoch 731/9999, Iter 36500: Loss = 0.01228747982531786, lr = [0.0001]
[2024-06-04 21:10:07,844] - INFO: Epoch 731/9999, Iter 36520: Loss = 0.02337951399385929, lr = [0.0001]
[2024-06-04 21:10:34,965] - INFO: Epoch 731/9999, Iter 36540: Loss = 0.013396095484495163, lr = [0.0001]
[2024-06-04 21:11:01,228] - INFO: Epoch 732/9999, Iter 36560: Loss = 0.011235632002353668, lr = [0.0001]
[2024-06-04 21:11:27,484] - INFO: Epoch 732/9999, Iter 36580: Loss = 0.015071301721036434, lr = [0.0001]
[2024-06-04 21:11:55,401] - INFO: Epoch 733/9999, Iter 36600: Loss = 0.014210613444447517, lr = [0.0001]
[2024-06-04 21:12:22,509] - INFO: Epoch 733/9999, Iter 36620: Loss = 0.011590312235057354, lr = [0.0001]
[2024-06-04 21:12:49,511] - INFO: Epoch 733/9999, Iter 36640: Loss = 0.015092410147190094, lr = [0.0001]
[2024-06-04 21:13:15,677] - INFO: Epoch 734/9999, Iter 36660: Loss = 0.015961607918143272, lr = [0.0001]
[2024-06-04 21:13:42,290] - INFO: Epoch 734/9999, Iter 36680: Loss = 0.016280027106404305, lr = [0.0001]
[2024-06-04 21:14:10,012] - INFO: Epoch 735/9999, Iter 36700: Loss = 0.015358464792370796, lr = [0.0001]
[2024-06-04 21:14:36,373] - INFO: Epoch 735/9999, Iter 36720: Loss = 0.009937790222465992, lr = [0.0001]
[2024-06-04 21:15:02,615] - INFO: Epoch 735/9999, Iter 36740: Loss = 0.011448539793491364, lr = [0.0001]
[2024-06-04 21:15:14,261] - INFO: Evaluate at epoch 735!
[2024-06-04 21:15:16,710] - INFO: Eval  PSNR (max): 37.833 (700) 	 SSIM (max): 0.9601 (725)
[2024-06-04 21:15:16,710] - INFO: Eval  PSNR (current): 37.766 (735) 	 SSIM (current): 0.9600 (735)
[2024-06-04 21:15:16,710] - INFO: Evaluation over.
[2024-06-04 21:15:34,225] - INFO: Epoch 736/9999, Iter 36760: Loss = 0.011609327048063278, lr = [0.0001]
[2024-06-04 21:16:00,573] - INFO: Epoch 736/9999, Iter 36780: Loss = 0.013085226528346539, lr = [0.0001]
[2024-06-04 21:16:28,147] - INFO: Epoch 737/9999, Iter 36800: Loss = 0.008739436976611614, lr = [0.0001]
[2024-06-04 21:16:55,061] - INFO: Epoch 737/9999, Iter 36820: Loss = 0.017648741602897644, lr = [0.0001]
[2024-06-04 21:17:21,960] - INFO: Epoch 737/9999, Iter 36840: Loss = 0.014136480167508125, lr = [0.0001]
[2024-06-04 21:17:48,053] - INFO: Epoch 738/9999, Iter 36860: Loss = 0.01923815719783306, lr = [0.0001]
[2024-06-04 21:18:14,802] - INFO: Epoch 738/9999, Iter 36880: Loss = 0.007912871427834034, lr = [0.0001]
[2024-06-04 21:18:42,287] - INFO: Epoch 739/9999, Iter 36900: Loss = 0.017361296340823174, lr = [0.0001]
[2024-06-04 21:19:08,720] - INFO: Epoch 739/9999, Iter 36920: Loss = 0.008501673117280006, lr = [0.0001]
[2024-06-04 21:19:34,981] - INFO: Epoch 739/9999, Iter 36940: Loss = 0.0091702314093709, lr = [0.0001]
[2024-06-04 21:20:02,362] - INFO: Epoch 740/9999, Iter 36960: Loss = 0.015316701494157314, lr = [0.0001]
[2024-06-04 21:20:28,769] - INFO: Epoch 740/9999, Iter 36980: Loss = 0.022571034729480743, lr = [0.0001]
[2024-06-04 21:20:53,804] - INFO: Evaluate at epoch 740!
[2024-06-04 21:20:56,240] - INFO: Eval  PSNR (max): 37.833 (700) 	 SSIM (max): 0.9601 (725)
[2024-06-04 21:20:56,241] - INFO: Eval  PSNR (current): 37.809 (740) 	 SSIM (current): 0.9600 (740)
[2024-06-04 21:20:56,241] - INFO: Evaluation over.
[2024-06-04 21:21:00,444] - INFO: Epoch 741/9999, Iter 37000: Loss = 0.014759666286408901, lr = [0.0001]
[2024-06-04 21:21:26,829] - INFO: Epoch 741/9999, Iter 37020: Loss = 0.008846650831401348, lr = [0.0001]
[2024-06-04 21:21:53,925] - INFO: Epoch 741/9999, Iter 37040: Loss = 0.01353895477950573, lr = [0.0001]
[2024-06-04 21:22:20,932] - INFO: Epoch 742/9999, Iter 37060: Loss = 0.011242233216762543, lr = [0.0001]
[2024-06-04 21:22:47,926] - INFO: Epoch 742/9999, Iter 37080: Loss = 0.011393857188522816, lr = [0.0001]
[2024-06-04 21:23:14,859] - INFO: Epoch 743/9999, Iter 37100: Loss = 0.013023888692259789, lr = [0.0001]
[2024-06-04 21:23:41,030] - INFO: Epoch 743/9999, Iter 37120: Loss = 0.013937892392277718, lr = [0.0001]
[2024-06-04 21:24:07,539] - INFO: Epoch 743/9999, Iter 37140: Loss = 0.00877754483371973, lr = [0.0001]
[2024-06-04 21:24:34,997] - INFO: Epoch 744/9999, Iter 37160: Loss = 0.01788935996592045, lr = [0.0001]
[2024-06-04 21:25:01,176] - INFO: Epoch 744/9999, Iter 37180: Loss = 0.012181472033262253, lr = [0.0001]
[2024-06-04 21:25:28,567] - INFO: Epoch 745/9999, Iter 37200: Loss = 0.01512320339679718, lr = [0.0001]
[2024-06-04 21:25:54,814] - INFO: Epoch 745/9999, Iter 37220: Loss = 0.016230642795562744, lr = [0.0001]
[2024-06-04 21:26:21,048] - INFO: Epoch 745/9999, Iter 37240: Loss = 0.01099454890936613, lr = [0.0001]
[2024-06-04 21:26:32,736] - INFO: Evaluate at epoch 745!
[2024-06-04 21:26:35,164] - INFO: Eval  PSNR (max): 37.833 (700) 	 SSIM (max): 0.9601 (725)
[2024-06-04 21:26:35,164] - INFO: Eval  PSNR (current): 37.769 (745) 	 SSIM (current): 0.9600 (745)
[2024-06-04 21:26:35,164] - INFO: Evaluation over.
[2024-06-04 21:26:53,373] - INFO: Epoch 746/9999, Iter 37260: Loss = 0.009338880889117718, lr = [0.0001]
[2024-06-04 21:27:20,072] - INFO: Epoch 746/9999, Iter 37280: Loss = 0.013045437633991241, lr = [0.0001]
[2024-06-04 21:27:46,631] - INFO: Epoch 747/9999, Iter 37300: Loss = 0.007883771322667599, lr = [0.0001]
[2024-06-04 21:28:12,783] - INFO: Epoch 747/9999, Iter 37320: Loss = 0.009509865194559097, lr = [0.0001]
[2024-06-04 21:28:39,546] - INFO: Epoch 747/9999, Iter 37340: Loss = 0.013372976332902908, lr = [0.0001]
[2024-06-04 21:29:06,800] - INFO: Epoch 748/9999, Iter 37360: Loss = 0.015149236656725407, lr = [0.0001]
[2024-06-04 21:29:33,150] - INFO: Epoch 748/9999, Iter 37380: Loss = 0.011832190677523613, lr = [0.0001]
[2024-06-04 21:30:00,419] - INFO: Epoch 749/9999, Iter 37400: Loss = 0.013308987952768803, lr = [0.0001]
[2024-06-04 21:30:27,019] - INFO: Epoch 749/9999, Iter 37420: Loss = 0.008213834837079048, lr = [0.0001]
[2024-06-04 21:30:52,670] - INFO: Epoch 749/9999, Iter 37440: Loss = 0.011873496696352959, lr = [0.0001]
[2024-06-04 21:31:20,380] - INFO: Epoch 750/9999, Iter 37460: Loss = 0.014027467928826809, lr = [0.0001]
[2024-06-04 21:31:47,341] - INFO: Epoch 750/9999, Iter 37480: Loss = 0.0136580690741539, lr = [0.0001]
[2024-06-04 21:32:11,806] - INFO: Evaluate at epoch 750!
[2024-06-04 21:32:14,251] - INFO: Eval  PSNR (max): 37.833 (700) 	 SSIM (max): 0.9601 (725)
[2024-06-04 21:32:14,251] - INFO: Eval  PSNR (current): 37.685 (750) 	 SSIM (current): 0.9599 (750)
[2024-06-04 21:32:14,251] - INFO: Evaluation over.
[2024-06-04 21:32:18,379] - INFO: Epoch 751/9999, Iter 37500: Loss = 0.02150310017168522, lr = [0.0001]
[2024-06-04 21:32:45,087] - INFO: Epoch 751/9999, Iter 37520: Loss = 0.014885514043271542, lr = [0.0001]
[2024-06-04 21:33:11,351] - INFO: Epoch 751/9999, Iter 37540: Loss = 0.020850202068686485, lr = [0.0001]
[2024-06-04 21:33:38,815] - INFO: Epoch 752/9999, Iter 37560: Loss = 0.013303477317094803, lr = [0.0001]
[2024-06-04 21:34:05,908] - INFO: Epoch 752/9999, Iter 37580: Loss = 0.009919722564518452, lr = [0.0001]
[2024-06-04 21:34:32,484] - INFO: Epoch 753/9999, Iter 37600: Loss = 0.01319962553679943, lr = [0.0001]
[2024-06-04 21:34:59,141] - INFO: Epoch 753/9999, Iter 37620: Loss = 0.008613775484263897, lr = [0.0001]
[2024-06-04 21:35:26,199] - INFO: Epoch 753/9999, Iter 37640: Loss = 0.010545878671109676, lr = [0.0001]
[2024-06-04 21:35:53,047] - INFO: Epoch 754/9999, Iter 37660: Loss = 0.013807247392833233, lr = [0.0001]
[2024-06-04 21:36:19,827] - INFO: Epoch 754/9999, Iter 37680: Loss = 0.016032684594392776, lr = [0.0001]
[2024-06-04 21:36:46,762] - INFO: Epoch 755/9999, Iter 37700: Loss = 0.01509256474673748, lr = [0.0001]
[2024-06-04 21:37:13,542] - INFO: Epoch 755/9999, Iter 37720: Loss = 0.011271036230027676, lr = [0.0001]
[2024-06-04 21:37:39,906] - INFO: Epoch 755/9999, Iter 37740: Loss = 0.008619943633675575, lr = [0.0001]
[2024-06-04 21:37:51,091] - INFO: Evaluate at epoch 755!
[2024-06-04 21:37:53,545] - INFO: Eval  PSNR (max): 37.833 (700) 	 SSIM (max): 0.9601 (725)
[2024-06-04 21:37:53,545] - INFO: Eval  PSNR (current): 37.588 (755) 	 SSIM (current): 0.9599 (755)
[2024-06-04 21:37:53,545] - INFO: Evaluation over.
[2024-06-04 21:38:10,535] - INFO: Epoch 756/9999, Iter 37760: Loss = 0.015852060168981552, lr = [0.0001]
[2024-06-04 21:38:37,236] - INFO: Epoch 756/9999, Iter 37780: Loss = 0.008384195156395435, lr = [0.0001]
[2024-06-04 21:39:04,827] - INFO: Epoch 757/9999, Iter 37800: Loss = 0.012799612246453762, lr = [0.0001]
[2024-06-04 21:39:31,506] - INFO: Epoch 757/9999, Iter 37820: Loss = 0.01854446902871132, lr = [0.0001]
[2024-06-04 21:39:57,572] - INFO: Epoch 757/9999, Iter 37840: Loss = 0.01021508127450943, lr = [0.0001]
[2024-06-04 21:40:24,732] - INFO: Epoch 758/9999, Iter 37860: Loss = 0.011914909817278385, lr = [0.0001]
[2024-06-04 21:40:51,739] - INFO: Epoch 758/9999, Iter 37880: Loss = 0.012326715514063835, lr = [0.0001]
[2024-06-04 21:41:18,814] - INFO: Epoch 759/9999, Iter 37900: Loss = 0.012034912593662739, lr = [0.0001]
[2024-06-04 21:41:44,573] - INFO: Epoch 759/9999, Iter 37920: Loss = 0.017046045511960983, lr = [0.0001]
[2024-06-04 21:42:11,312] - INFO: Epoch 759/9999, Iter 37940: Loss = 0.012661414220929146, lr = [0.0001]
[2024-06-04 21:42:38,924] - INFO: Epoch 760/9999, Iter 37960: Loss = 0.015702206641435623, lr = [0.0001]
[2024-06-04 21:43:05,281] - INFO: Epoch 760/9999, Iter 37980: Loss = 0.012925306335091591, lr = [0.0001]
[2024-06-04 21:43:30,038] - INFO: Evaluate at epoch 760!
[2024-06-04 21:43:32,470] - INFO: Eval  PSNR (max): 37.833 (700) 	 SSIM (max): 0.9601 (725)
[2024-06-04 21:43:32,471] - INFO: Eval  PSNR (current): 37.669 (760) 	 SSIM (current): 0.9598 (760)
[2024-06-04 21:43:32,471] - INFO: Evaluation over.
[2024-06-04 21:43:36,496] - INFO: Epoch 761/9999, Iter 38000: Loss = 0.014274616725742817, lr = [0.0001]
[2024-06-04 21:44:03,247] - INFO: Epoch 761/9999, Iter 38020: Loss = 0.010597317479550838, lr = [0.0001]
[2024-06-04 21:44:30,304] - INFO: Epoch 761/9999, Iter 38040: Loss = 0.014522932469844818, lr = [0.0001]
[2024-06-04 21:44:57,030] - INFO: Epoch 762/9999, Iter 38060: Loss = 0.013640044257044792, lr = [0.0001]
[2024-06-04 21:45:24,115] - INFO: Epoch 762/9999, Iter 38080: Loss = 0.010825683362782001, lr = [0.0001]
[2024-06-04 21:45:50,678] - INFO: Epoch 763/9999, Iter 38100: Loss = 0.012206537649035454, lr = [0.0001]
[2024-06-04 21:46:16,958] - INFO: Epoch 763/9999, Iter 38120: Loss = 0.016955330967903137, lr = [0.0001]
[2024-06-04 21:46:44,289] - INFO: Epoch 763/9999, Iter 38140: Loss = 0.011868464760482311, lr = [0.0001]
[2024-06-04 21:47:11,216] - INFO: Epoch 764/9999, Iter 38160: Loss = 0.00956432893872261, lr = [0.0001]
[2024-06-04 21:47:37,925] - INFO: Epoch 764/9999, Iter 38180: Loss = 0.011318163014948368, lr = [0.0001]
[2024-06-04 21:48:05,010] - INFO: Epoch 765/9999, Iter 38200: Loss = 0.011087351478636265, lr = [0.0001]
[2024-06-04 21:48:30,972] - INFO: Epoch 765/9999, Iter 38220: Loss = 0.011365680024027824, lr = [0.0001]
[2024-06-04 21:48:57,493] - INFO: Epoch 765/9999, Iter 38240: Loss = 0.014760646969079971, lr = [0.0001]
[2024-06-04 21:49:09,426] - INFO: Evaluate at epoch 765!
[2024-06-04 21:49:11,858] - INFO: Eval  PSNR (max): 37.833 (700) 	 SSIM (max): 0.9601 (725)
[2024-06-04 21:49:11,858] - INFO: Eval  PSNR (current): 37.673 (765) 	 SSIM (current): 0.9599 (765)
[2024-06-04 21:49:11,858] - INFO: Evaluation over.
[2024-06-04 21:49:29,803] - INFO: Epoch 766/9999, Iter 38260: Loss = 0.015945013612508774, lr = [0.0001]
[2024-06-04 21:49:56,174] - INFO: Epoch 766/9999, Iter 38280: Loss = 0.013433275744318962, lr = [0.0001]
[2024-06-04 21:50:23,010] - INFO: Epoch 767/9999, Iter 38300: Loss = 0.011862799525260925, lr = [0.0001]
[2024-06-04 21:50:49,900] - INFO: Epoch 767/9999, Iter 38320: Loss = 0.014814303256571293, lr = [0.0001]
[2024-06-04 21:51:16,227] - INFO: Epoch 767/9999, Iter 38340: Loss = 0.01849391497671604, lr = [0.0001]
[2024-06-04 21:51:43,407] - INFO: Epoch 768/9999, Iter 38360: Loss = 0.008142555132508278, lr = [0.0001]
[2024-06-04 21:52:09,680] - INFO: Epoch 768/9999, Iter 38380: Loss = 0.013664728961884975, lr = [0.0001]
[2024-06-04 21:52:36,872] - INFO: Epoch 769/9999, Iter 38400: Loss = 0.015539280138909817, lr = [0.0001]
[2024-06-04 21:53:03,436] - INFO: Epoch 769/9999, Iter 38420: Loss = 0.009814346209168434, lr = [0.0001]
[2024-06-04 21:53:29,946] - INFO: Epoch 769/9999, Iter 38440: Loss = 0.01068620104342699, lr = [0.0001]
[2024-06-04 21:53:57,393] - INFO: Epoch 770/9999, Iter 38460: Loss = 0.010150269605219364, lr = [0.0001]
[2024-06-04 21:54:24,076] - INFO: Epoch 770/9999, Iter 38480: Loss = 0.009171023033559322, lr = [0.0001]
[2024-06-04 21:54:48,350] - INFO: Evaluate at epoch 770!
[2024-06-04 21:54:50,756] - INFO: Eval  PSNR (max): 37.833 (700) 	 SSIM (max): 0.9601 (725)
[2024-06-04 21:54:50,756] - INFO: Eval  PSNR (current): 37.766 (770) 	 SSIM (current): 0.9600 (770)
[2024-06-04 21:54:50,756] - INFO: Evaluation over.
[2024-06-04 21:54:55,195] - INFO: Epoch 771/9999, Iter 38500: Loss = 0.01823391765356064, lr = [0.0001]
[2024-06-04 21:55:20,836] - INFO: Epoch 771/9999, Iter 38520: Loss = 0.01649285852909088, lr = [0.0001]
[2024-06-04 21:55:47,371] - INFO: Epoch 771/9999, Iter 38540: Loss = 0.015908166766166687, lr = [0.0001]
[2024-06-04 21:56:15,301] - INFO: Epoch 772/9999, Iter 38560: Loss = 0.019303617998957634, lr = [0.0001]
[2024-06-04 21:56:42,340] - INFO: Epoch 772/9999, Iter 38580: Loss = 0.011673830449581146, lr = [0.0001]
[2024-06-04 21:57:08,939] - INFO: Epoch 773/9999, Iter 38600: Loss = 0.012298429384827614, lr = [0.0001]
[2024-06-04 21:57:35,000] - INFO: Epoch 773/9999, Iter 38620: Loss = 0.0135748740285635, lr = [0.0001]
[2024-06-04 21:58:01,130] - INFO: Epoch 773/9999, Iter 38640: Loss = 0.012053105980157852, lr = [0.0001]
[2024-06-04 21:58:29,363] - INFO: Epoch 774/9999, Iter 38660: Loss = 0.016732223331928253, lr = [0.0001]
[2024-06-04 21:58:55,859] - INFO: Epoch 774/9999, Iter 38680: Loss = 0.0142180435359478, lr = [0.0001]
[2024-06-04 21:59:23,180] - INFO: Epoch 775/9999, Iter 38700: Loss = 0.011411876417696476, lr = [0.0001]
[2024-06-04 21:59:49,459] - INFO: Epoch 775/9999, Iter 38720: Loss = 0.014249145984649658, lr = [0.0001]
[2024-06-04 22:00:15,850] - INFO: Epoch 775/9999, Iter 38740: Loss = 0.014534041285514832, lr = [0.0001]
[2024-06-04 22:00:27,217] - INFO: Evaluate at epoch 775!
[2024-06-04 22:00:29,640] - INFO: Eval  PSNR (max): 37.833 (700) 	 SSIM (max): 0.9601 (725)
[2024-06-04 22:00:29,641] - INFO: Eval  PSNR (current): 37.766 (775) 	 SSIM (current): 0.9599 (775)
[2024-06-04 22:00:29,641] - INFO: Evaluation over.
[2024-06-04 22:00:46,603] - INFO: Epoch 776/9999, Iter 38760: Loss = 0.009792192839086056, lr = [0.0001]
[2024-06-04 22:01:13,051] - INFO: Epoch 776/9999, Iter 38780: Loss = 0.01976718381047249, lr = [0.0001]
[2024-06-04 22:01:40,987] - INFO: Epoch 777/9999, Iter 38800: Loss = 0.014255505986511707, lr = [0.0001]
[2024-06-04 22:02:08,618] - INFO: Epoch 777/9999, Iter 38820: Loss = 0.008668436668813229, lr = [0.0001]
[2024-06-04 22:02:34,790] - INFO: Epoch 777/9999, Iter 38840: Loss = 0.018370436504483223, lr = [0.0001]
[2024-06-04 22:03:01,668] - INFO: Epoch 778/9999, Iter 38860: Loss = 0.013907501474022865, lr = [0.0001]
[2024-06-04 22:03:28,260] - INFO: Epoch 778/9999, Iter 38880: Loss = 0.012847048230469227, lr = [0.0001]
[2024-06-04 22:03:55,042] - INFO: Epoch 779/9999, Iter 38900: Loss = 0.012997634708881378, lr = [0.0001]
[2024-06-04 22:04:21,192] - INFO: Epoch 779/9999, Iter 38920: Loss = 0.009588247165083885, lr = [0.0001]
[2024-06-04 22:04:48,104] - INFO: Epoch 779/9999, Iter 38940: Loss = 0.019183989614248276, lr = [0.0001]
[2024-06-04 22:05:15,548] - INFO: Epoch 780/9999, Iter 38960: Loss = 0.017320480197668076, lr = [0.0001]
[2024-06-04 22:05:41,815] - INFO: Epoch 780/9999, Iter 38980: Loss = 0.01408306509256363, lr = [0.0001]
[2024-06-04 22:06:06,530] - INFO: Evaluate at epoch 780!
[2024-06-04 22:06:08,991] - INFO: Eval  PSNR (max): 37.833 (700) 	 SSIM (max): 0.9601 (725)
[2024-06-04 22:06:08,991] - INFO: Eval  PSNR (current): 37.738 (780) 	 SSIM (current): 0.9597 (780)
[2024-06-04 22:06:08,991] - INFO: Evaluation over.
[2024-06-04 22:06:13,033] - INFO: Epoch 781/9999, Iter 39000: Loss = 0.016241248697042465, lr = [0.0001]
[2024-06-04 22:06:39,404] - INFO: Epoch 781/9999, Iter 39020: Loss = 0.010372203774750233, lr = [0.0001]
[2024-06-04 22:07:06,673] - INFO: Epoch 781/9999, Iter 39040: Loss = 0.014849511906504631, lr = [0.0001]
[2024-06-04 22:07:33,550] - INFO: Epoch 782/9999, Iter 39060: Loss = 0.008559737354516983, lr = [0.0001]
[2024-06-04 22:07:59,583] - INFO: Epoch 782/9999, Iter 39080: Loss = 0.013322443701326847, lr = [0.0001]
[2024-06-04 22:08:27,050] - INFO: Epoch 783/9999, Iter 39100: Loss = 0.01947956718504429, lr = [0.0001]
[2024-06-04 22:08:53,122] - INFO: Epoch 783/9999, Iter 39120: Loss = 0.012189357541501522, lr = [0.0001]
[2024-06-04 22:09:19,725] - INFO: Epoch 783/9999, Iter 39140: Loss = 0.017201988026499748, lr = [0.0001]
[2024-06-04 22:09:47,445] - INFO: Epoch 784/9999, Iter 39160: Loss = 0.02044370025396347, lr = [0.0001]
[2024-06-04 22:10:13,915] - INFO: Epoch 784/9999, Iter 39180: Loss = 0.016102580353617668, lr = [0.0001]
[2024-06-04 22:10:40,985] - INFO: Epoch 785/9999, Iter 39200: Loss = 0.01992732472717762, lr = [0.0001]
[2024-06-04 22:11:07,331] - INFO: Epoch 785/9999, Iter 39220: Loss = 0.01292006392031908, lr = [0.0001]
[2024-06-04 22:11:34,443] - INFO: Epoch 785/9999, Iter 39240: Loss = 0.011662939563393593, lr = [0.0001]
[2024-06-04 22:11:45,071] - INFO: Evaluate at epoch 785!
[2024-06-04 22:11:47,523] - INFO: Eval  PSNR (max): 37.833 (700) 	 SSIM (max): 0.9601 (725)
[2024-06-04 22:11:47,523] - INFO: Eval  PSNR (current): 37.686 (785) 	 SSIM (current): 0.9597 (785)
[2024-06-04 22:11:47,523] - INFO: Evaluation over.
[2024-06-04 22:12:05,354] - INFO: Epoch 786/9999, Iter 39260: Loss = 0.01355804968625307, lr = [0.0001]
[2024-06-04 22:12:31,587] - INFO: Epoch 786/9999, Iter 39280: Loss = 0.016082700341939926, lr = [0.0001]
[2024-06-04 22:12:59,065] - INFO: Epoch 787/9999, Iter 39300: Loss = 0.014325936324894428, lr = [0.0001]
[2024-06-04 22:13:25,658] - INFO: Epoch 787/9999, Iter 39320: Loss = 0.008590149693191051, lr = [0.0001]
[2024-06-04 22:13:52,020] - INFO: Epoch 787/9999, Iter 39340: Loss = 0.015269169583916664, lr = [0.0001]
[2024-06-04 22:14:19,420] - INFO: Epoch 788/9999, Iter 39360: Loss = 0.014093211852014065, lr = [0.0001]
[2024-06-04 22:14:45,823] - INFO: Epoch 788/9999, Iter 39380: Loss = 0.013668719679117203, lr = [0.0001]
[2024-06-04 22:15:13,126] - INFO: Epoch 789/9999, Iter 39400: Loss = 0.0124004315584898, lr = [0.0001]
[2024-06-04 22:15:39,718] - INFO: Epoch 789/9999, Iter 39420: Loss = 0.012728349305689335, lr = [0.0001]
[2024-06-04 22:16:05,289] - INFO: Epoch 789/9999, Iter 39440: Loss = 0.011419575661420822, lr = [0.0001]
[2024-06-04 22:16:33,275] - INFO: Epoch 790/9999, Iter 39460: Loss = 0.010665647685527802, lr = [0.0001]
[2024-06-04 22:16:59,933] - INFO: Epoch 790/9999, Iter 39480: Loss = 0.012794929556548595, lr = [0.0001]
[2024-06-04 22:17:24,833] - INFO: Evaluate at epoch 790!
[2024-06-04 22:17:27,249] - INFO: Eval  PSNR (max): 37.833 (700) 	 SSIM (max): 0.9601 (725)
[2024-06-04 22:17:27,249] - INFO: Eval  PSNR (current): 37.721 (790) 	 SSIM (current): 0.9599 (790)
[2024-06-04 22:17:27,249] - INFO: Evaluation over.
[2024-06-04 22:17:31,446] - INFO: Epoch 791/9999, Iter 39500: Loss = 0.010739128105342388, lr = [0.0001]
[2024-06-04 22:17:57,739] - INFO: Epoch 791/9999, Iter 39520: Loss = 0.012416385114192963, lr = [0.0001]
[2024-06-04 22:18:23,463] - INFO: Epoch 791/9999, Iter 39540: Loss = 0.008547067642211914, lr = [0.0001]
[2024-06-04 22:18:51,716] - INFO: Epoch 792/9999, Iter 39560: Loss = 0.010354599915444851, lr = [0.0001]
[2024-06-04 22:19:18,509] - INFO: Epoch 792/9999, Iter 39580: Loss = 0.011866522952914238, lr = [0.0001]
[2024-06-04 22:19:45,308] - INFO: Epoch 793/9999, Iter 39600: Loss = 0.02047117054462433, lr = [0.0001]
[2024-06-04 22:20:12,825] - INFO: Epoch 793/9999, Iter 39620: Loss = 0.01285211555659771, lr = [0.0001]
[2024-06-04 22:20:39,056] - INFO: Epoch 793/9999, Iter 39640: Loss = 0.011113129556179047, lr = [0.0001]
[2024-06-04 22:21:05,254] - INFO: Epoch 794/9999, Iter 39660: Loss = 0.013880009762942791, lr = [0.0001]
[2024-06-04 22:21:32,300] - INFO: Epoch 794/9999, Iter 39680: Loss = 0.012867975980043411, lr = [0.0001]
[2024-06-04 22:21:59,183] - INFO: Epoch 795/9999, Iter 39700: Loss = 0.011605850420892239, lr = [0.0001]
[2024-06-04 22:22:25,190] - INFO: Epoch 795/9999, Iter 39720: Loss = 0.013394641689956188, lr = [0.0001]
[2024-06-04 22:22:51,585] - INFO: Epoch 795/9999, Iter 39740: Loss = 0.015643760561943054, lr = [0.0001]
[2024-06-04 22:23:03,300] - INFO: Evaluate at epoch 795!
[2024-06-04 22:23:05,741] - INFO: Eval  PSNR (max): 37.833 (700) 	 SSIM (max): 0.9601 (725)
[2024-06-04 22:23:05,741] - INFO: Eval  PSNR (current): 37.780 (795) 	 SSIM (current): 0.9599 (795)
[2024-06-04 22:23:05,742] - INFO: Evaluation over.
[2024-06-04 22:23:23,406] - INFO: Epoch 796/9999, Iter 39760: Loss = 0.009493710473179817, lr = [0.0001]
[2024-06-04 22:23:50,459] - INFO: Epoch 796/9999, Iter 39780: Loss = 0.013234399259090424, lr = [0.0001]
[2024-06-04 22:24:17,201] - INFO: Epoch 797/9999, Iter 39800: Loss = 0.014059305191040039, lr = [0.0001]
[2024-06-04 22:24:42,930] - INFO: Epoch 797/9999, Iter 39820: Loss = 0.00912337377667427, lr = [0.0001]
[2024-06-04 22:25:10,048] - INFO: Epoch 797/9999, Iter 39840: Loss = 0.0081165237352252, lr = [0.0001]
[2024-06-04 22:25:37,473] - INFO: Epoch 798/9999, Iter 39860: Loss = 0.01233997754752636, lr = [0.0001]
[2024-06-04 22:26:04,749] - INFO: Epoch 798/9999, Iter 39880: Loss = 0.014630533754825592, lr = [0.0001]
[2024-06-04 22:26:31,493] - INFO: Epoch 799/9999, Iter 39900: Loss = 0.01557723805308342, lr = [0.0001]
[2024-06-04 22:26:58,318] - INFO: Epoch 799/9999, Iter 39920: Loss = 0.012797502800822258, lr = [0.0001]
[2024-06-04 22:27:24,947] - INFO: Epoch 799/9999, Iter 39940: Loss = 0.01711965538561344, lr = [0.0001]
[2024-06-04 22:27:52,282] - INFO: Epoch 800/9999, Iter 39960: Loss = 0.014380578882992268, lr = [0.0001]
[2024-06-04 22:28:19,697] - INFO: Epoch 800/9999, Iter 39980: Loss = 0.010075588710606098, lr = [0.0001]
[2024-06-04 22:28:43,120] - INFO: Evaluate at epoch 800!
[2024-06-04 22:28:45,534] - INFO: Eval  PSNR (max): 37.833 (700) 	 SSIM (max): 0.9601 (725)
[2024-06-04 22:28:45,534] - INFO: Eval  PSNR (current): 37.766 (800) 	 SSIM (current): 0.9601 (800)
[2024-06-04 22:28:45,534] - INFO: Evaluation over.
[2024-06-04 22:28:49,627] - INFO: Epoch 801/9999, Iter 40000: Loss = 0.011703143827617168, lr = [0.0001]
[2024-06-04 22:29:16,579] - INFO: Epoch 801/9999, Iter 40020: Loss = 0.008583410643041134, lr = [0.0001]
[2024-06-04 22:29:43,427] - INFO: Epoch 801/9999, Iter 40040: Loss = 0.01284763589501381, lr = [0.0001]
[2024-06-04 22:30:09,890] - INFO: Epoch 802/9999, Iter 40060: Loss = 0.01694585755467415, lr = [0.0001]
[2024-06-04 22:30:36,660] - INFO: Epoch 802/9999, Iter 40080: Loss = 0.018784359097480774, lr = [0.0001]
[2024-06-04 22:31:03,456] - INFO: Epoch 803/9999, Iter 40100: Loss = 0.015057574957609177, lr = [0.0001]
[2024-06-04 22:31:29,862] - INFO: Epoch 803/9999, Iter 40120: Loss = 0.013665038160979748, lr = [0.0001]
[2024-06-04 22:31:57,146] - INFO: Epoch 803/9999, Iter 40140: Loss = 0.012366319075226784, lr = [0.0001]
[2024-06-04 22:32:23,718] - INFO: Epoch 804/9999, Iter 40160: Loss = 0.01752789132297039, lr = [0.0001]
[2024-06-04 22:32:50,463] - INFO: Epoch 804/9999, Iter 40180: Loss = 0.014164412394165993, lr = [0.0001]
[2024-06-04 22:33:18,030] - INFO: Epoch 805/9999, Iter 40200: Loss = 0.012418989092111588, lr = [0.0001]
[2024-06-04 22:33:45,070] - INFO: Epoch 805/9999, Iter 40220: Loss = 0.014830611646175385, lr = [0.0001]
[2024-06-04 22:34:10,966] - INFO: Epoch 805/9999, Iter 40240: Loss = 0.012349933385848999, lr = [0.0001]
[2024-06-04 22:34:22,115] - INFO: Evaluate at epoch 805!
[2024-06-04 22:34:24,570] - INFO: Eval  PSNR (max): 37.833 (700) 	 SSIM (max): 0.9601 (725)
[2024-06-04 22:34:24,570] - INFO: Eval  PSNR (current): 37.695 (805) 	 SSIM (current): 0.9598 (805)
[2024-06-04 22:34:24,570] - INFO: Evaluation over.
[2024-06-04 22:34:42,241] - INFO: Epoch 806/9999, Iter 40260: Loss = 0.013065449893474579, lr = [0.0001]
[2024-06-04 22:35:09,055] - INFO: Epoch 806/9999, Iter 40280: Loss = 0.009797031059861183, lr = [0.0001]
[2024-06-04 22:35:36,149] - INFO: Epoch 807/9999, Iter 40300: Loss = 0.016511259600520134, lr = [0.0001]
[2024-06-04 22:36:02,162] - INFO: Epoch 807/9999, Iter 40320: Loss = 0.014377905055880547, lr = [0.0001]
[2024-06-04 22:36:28,135] - INFO: Epoch 807/9999, Iter 40340: Loss = 0.015611437149345875, lr = [0.0001]
[2024-06-04 22:36:56,272] - INFO: Epoch 808/9999, Iter 40360: Loss = 0.010796974413096905, lr = [0.0001]
[2024-06-04 22:37:23,343] - INFO: Epoch 808/9999, Iter 40380: Loss = 0.014977453276515007, lr = [0.0001]
[2024-06-04 22:37:49,992] - INFO: Epoch 809/9999, Iter 40400: Loss = 0.013868178240954876, lr = [0.0001]
[2024-06-04 22:38:16,118] - INFO: Epoch 809/9999, Iter 40420: Loss = 0.012604208663105965, lr = [0.0001]
[2024-06-04 22:38:43,144] - INFO: Epoch 809/9999, Iter 40440: Loss = 0.014460219070315361, lr = [0.0001]
[2024-06-04 22:39:10,938] - INFO: Epoch 810/9999, Iter 40460: Loss = 0.008083729073405266, lr = [0.0001]
[2024-06-04 22:39:38,095] - INFO: Epoch 810/9999, Iter 40480: Loss = 0.01023470051586628, lr = [0.0001]
[2024-06-04 22:40:01,578] - INFO: Evaluate at epoch 810!
[2024-06-04 22:40:04,036] - INFO: Eval  PSNR (max): 37.833 (700) 	 SSIM (max): 0.9601 (725)
[2024-06-04 22:40:04,036] - INFO: Eval  PSNR (current): 37.777 (810) 	 SSIM (current): 0.9599 (810)
[2024-06-04 22:40:04,036] - INFO: Evaluation over.
[2024-06-04 22:40:08,246] - INFO: Epoch 811/9999, Iter 40500: Loss = 0.01792719215154648, lr = [0.0001]
[2024-06-04 22:40:35,348] - INFO: Epoch 811/9999, Iter 40520: Loss = 0.01408801507204771, lr = [0.0001]
[2024-06-04 22:41:01,644] - INFO: Epoch 811/9999, Iter 40540: Loss = 0.010086951777338982, lr = [0.0001]
[2024-06-04 22:41:28,182] - INFO: Epoch 812/9999, Iter 40560: Loss = 0.00923748780041933, lr = [0.0001]
[2024-06-04 22:41:54,718] - INFO: Epoch 812/9999, Iter 40580: Loss = 0.01514899916946888, lr = [0.0001]
[2024-06-04 22:42:22,408] - INFO: Epoch 813/9999, Iter 40600: Loss = 0.016416165977716446, lr = [0.0001]
[2024-06-04 22:42:49,013] - INFO: Epoch 813/9999, Iter 40620: Loss = 0.013627608306705952, lr = [0.0001]
[2024-06-04 22:43:15,106] - INFO: Epoch 813/9999, Iter 40640: Loss = 0.01904764585196972, lr = [0.0001]
[2024-06-04 22:43:43,294] - INFO: Epoch 814/9999, Iter 40660: Loss = 0.01604417897760868, lr = [0.0001]
[2024-06-04 22:44:08,920] - INFO: Epoch 814/9999, Iter 40680: Loss = 0.009678369387984276, lr = [0.0001]
[2024-06-04 22:44:37,200] - INFO: Epoch 815/9999, Iter 40700: Loss = 0.01723445951938629, lr = [0.0001]
[2024-06-04 22:45:04,252] - INFO: Epoch 815/9999, Iter 40720: Loss = 0.012115652672946453, lr = [0.0001]
[2024-06-04 22:45:30,652] - INFO: Epoch 815/9999, Iter 40740: Loss = 0.012926905415952206, lr = [0.0001]
[2024-06-04 22:45:41,393] - INFO: Evaluate at epoch 815!
[2024-06-04 22:45:43,793] - INFO: Eval  PSNR (max): 37.833 (700) 	 SSIM (max): 0.9601 (725)
[2024-06-04 22:45:43,793] - INFO: Eval  PSNR (current): 37.683 (815) 	 SSIM (current): 0.9598 (815)
[2024-06-04 22:45:43,793] - INFO: Evaluation over.
[2024-06-04 22:46:02,301] - INFO: Epoch 816/9999, Iter 40760: Loss = 0.014270789921283722, lr = [0.0001]
[2024-06-04 22:46:29,276] - INFO: Epoch 816/9999, Iter 40780: Loss = 0.016320645809173584, lr = [0.0001]
[2024-06-04 22:46:56,106] - INFO: Epoch 817/9999, Iter 40800: Loss = 0.015755625441670418, lr = [0.0001]
[2024-06-04 22:47:22,689] - INFO: Epoch 817/9999, Iter 40820: Loss = 0.012698505073785782, lr = [0.0001]
[2024-06-04 22:47:49,846] - INFO: Epoch 817/9999, Iter 40840: Loss = 0.016267243772745132, lr = [0.0001]
[2024-06-04 22:48:16,517] - INFO: Epoch 818/9999, Iter 40860: Loss = 0.015077763237059116, lr = [0.0001]
[2024-06-04 22:48:43,223] - INFO: Epoch 818/9999, Iter 40880: Loss = 0.010403328575193882, lr = [0.0001]
[2024-06-04 22:49:10,551] - INFO: Epoch 819/9999, Iter 40900: Loss = 0.011954803951084614, lr = [0.0001]
[2024-06-04 22:49:37,044] - INFO: Epoch 819/9999, Iter 40920: Loss = 0.015046540647745132, lr = [0.0001]
[2024-06-04 22:50:03,977] - INFO: Epoch 819/9999, Iter 40940: Loss = 0.015279815532267094, lr = [0.0001]
[2024-06-04 22:50:31,080] - INFO: Epoch 820/9999, Iter 40960: Loss = 0.014905587770044804, lr = [0.0001]
[2024-06-04 22:50:57,167] - INFO: Epoch 820/9999, Iter 40980: Loss = 0.00981837511062622, lr = [0.0001]
[2024-06-04 22:51:21,704] - INFO: Evaluate at epoch 820!
[2024-06-04 22:51:25,632] - INFO: Eval  PSNR (max): 37.833 (700) 	 SSIM (max): 0.9602 (820)
[2024-06-04 22:51:25,633] - INFO: Eval  PSNR (current): 37.822 (820) 	 SSIM (current): 0.9602 (820)
[2024-06-04 22:51:25,633] - INFO: Evaluation over.
[2024-06-04 22:51:30,148] - INFO: Epoch 821/9999, Iter 41000: Loss = 0.01839103177189827, lr = [0.0001]
[2024-06-04 22:51:57,119] - INFO: Epoch 821/9999, Iter 41020: Loss = 0.014862697571516037, lr = [0.0001]
[2024-06-04 22:52:23,576] - INFO: Epoch 821/9999, Iter 41040: Loss = 0.011019553057849407, lr = [0.0001]
[2024-06-04 22:52:50,171] - INFO: Epoch 822/9999, Iter 41060: Loss = 0.015313356183469296, lr = [0.0001]
[2024-06-04 22:53:17,154] - INFO: Epoch 822/9999, Iter 41080: Loss = 0.013029237277805805, lr = [0.0001]
[2024-06-04 22:53:44,230] - INFO: Epoch 823/9999, Iter 41100: Loss = 0.012756730429828167, lr = [0.0001]
[2024-06-04 22:54:10,825] - INFO: Epoch 823/9999, Iter 41120: Loss = 0.013408320024609566, lr = [0.0001]
[2024-06-04 22:54:37,960] - INFO: Epoch 823/9999, Iter 41140: Loss = 0.014369605109095573, lr = [0.0001]
[2024-06-04 22:55:04,719] - INFO: Epoch 824/9999, Iter 41160: Loss = 0.008571470156311989, lr = [0.0001]
[2024-06-04 22:55:31,910] - INFO: Epoch 824/9999, Iter 41180: Loss = 0.01745913363993168, lr = [0.0001]
[2024-06-04 22:55:58,661] - INFO: Epoch 825/9999, Iter 41200: Loss = 0.00896371342241764, lr = [0.0001]
[2024-06-04 22:56:24,032] - INFO: Epoch 825/9999, Iter 41220: Loss = 0.014738042838871479, lr = [0.0001]
[2024-06-04 22:56:51,515] - INFO: Epoch 825/9999, Iter 41240: Loss = 0.016539856791496277, lr = [0.0001]
[2024-06-04 22:57:02,827] - INFO: Evaluate at epoch 825!
[2024-06-04 22:57:05,260] - INFO: Eval  PSNR (max): 37.833 (700) 	 SSIM (max): 0.9602 (820)
[2024-06-04 22:57:05,260] - INFO: Eval  PSNR (current): 37.721 (825) 	 SSIM (current): 0.9600 (825)
[2024-06-04 22:57:05,260] - INFO: Evaluation over.
[2024-06-04 22:57:22,506] - INFO: Epoch 826/9999, Iter 41260: Loss = 0.014275615103542805, lr = [0.0001]
[2024-06-04 22:57:48,594] - INFO: Epoch 826/9999, Iter 41280: Loss = 0.014425406232476234, lr = [0.0001]
[2024-06-04 22:58:16,579] - INFO: Epoch 827/9999, Iter 41300: Loss = 0.013916605152189732, lr = [0.0001]
[2024-06-04 22:58:44,379] - INFO: Epoch 827/9999, Iter 41320: Loss = 0.019840413704514503, lr = [0.0001]
[2024-06-04 22:59:10,595] - INFO: Epoch 827/9999, Iter 41340: Loss = 0.015297542326152325, lr = [0.0001]
[2024-06-04 22:59:37,700] - INFO: Epoch 828/9999, Iter 41360: Loss = 0.009443480521440506, lr = [0.0001]
[2024-06-04 23:00:03,537] - INFO: Epoch 828/9999, Iter 41380: Loss = 0.0157355647534132, lr = [0.0001]
[2024-06-04 23:00:30,777] - INFO: Epoch 829/9999, Iter 41400: Loss = 0.012211248278617859, lr = [0.0001]
[2024-06-04 23:00:56,590] - INFO: Epoch 829/9999, Iter 41420: Loss = 0.01095935795456171, lr = [0.0001]
[2024-06-04 23:01:24,076] - INFO: Epoch 829/9999, Iter 41440: Loss = 0.012505329214036465, lr = [0.0001]
[2024-06-04 23:01:50,789] - INFO: Epoch 830/9999, Iter 41460: Loss = 0.015191714279353619, lr = [0.0001]
[2024-06-04 23:02:17,138] - INFO: Epoch 830/9999, Iter 41480: Loss = 0.013696083799004555, lr = [0.0001]
[2024-06-04 23:02:42,364] - INFO: Evaluate at epoch 830!
[2024-06-04 23:02:44,809] - INFO: Eval  PSNR (max): 37.833 (700) 	 SSIM (max): 0.9602 (820)
[2024-06-04 23:02:44,810] - INFO: Eval  PSNR (current): 37.488 (830) 	 SSIM (current): 0.9591 (830)
[2024-06-04 23:02:44,810] - INFO: Evaluation over.
[2024-06-04 23:02:49,169] - INFO: Epoch 831/9999, Iter 41500: Loss = 0.01244337484240532, lr = [0.0001]
[2024-06-04 23:03:16,040] - INFO: Epoch 831/9999, Iter 41520: Loss = 0.014008396305143833, lr = [0.0001]
[2024-06-04 23:03:42,633] - INFO: Epoch 831/9999, Iter 41540: Loss = 0.01733868382871151, lr = [0.0001]
[2024-06-04 23:04:09,700] - INFO: Epoch 832/9999, Iter 41560: Loss = 0.014940408989787102, lr = [0.0001]
[2024-06-04 23:04:35,866] - INFO: Epoch 832/9999, Iter 41580: Loss = 0.012822152115404606, lr = [0.0001]
[2024-06-04 23:05:02,772] - INFO: Epoch 833/9999, Iter 41600: Loss = 0.016850341111421585, lr = [0.0001]
[2024-06-04 23:05:29,503] - INFO: Epoch 833/9999, Iter 41620: Loss = 0.013328434899449348, lr = [0.0001]
[2024-06-04 23:05:56,160] - INFO: Epoch 833/9999, Iter 41640: Loss = 0.013403494842350483, lr = [0.0001]
[2024-06-04 23:06:23,109] - INFO: Epoch 834/9999, Iter 41660: Loss = 0.012094985693693161, lr = [0.0001]
[2024-06-04 23:06:50,659] - INFO: Epoch 834/9999, Iter 41680: Loss = 0.015664000064134598, lr = [0.0001]
[2024-06-04 23:07:17,382] - INFO: Epoch 835/9999, Iter 41700: Loss = 0.015227955766022205, lr = [0.0001]
[2024-06-04 23:07:44,494] - INFO: Epoch 835/9999, Iter 41720: Loss = 0.012096202932298183, lr = [0.0001]
[2024-06-04 23:08:11,083] - INFO: Epoch 835/9999, Iter 41740: Loss = 0.015191732905805111, lr = [0.0001]
[2024-06-04 23:08:21,759] - INFO: Evaluate at epoch 835!
[2024-06-04 23:08:24,165] - INFO: Eval  PSNR (max): 37.833 (700) 	 SSIM (max): 0.9602 (820)
[2024-06-04 23:08:24,166] - INFO: Eval  PSNR (current): 37.779 (835) 	 SSIM (current): 0.9600 (835)
[2024-06-04 23:08:24,166] - INFO: Evaluation over.
[2024-06-04 23:08:41,218] - INFO: Epoch 836/9999, Iter 41760: Loss = 0.010932715609669685, lr = [0.0001]
[2024-06-04 23:09:08,361] - INFO: Epoch 836/9999, Iter 41780: Loss = 0.014423465356230736, lr = [0.0001]
[2024-06-04 23:09:35,360] - INFO: Epoch 837/9999, Iter 41800: Loss = 0.01285081822425127, lr = [0.0001]
[2024-06-04 23:10:01,485] - INFO: Epoch 837/9999, Iter 41820: Loss = 0.01616782695055008, lr = [0.0001]
[2024-06-04 23:10:27,402] - INFO: Epoch 837/9999, Iter 41840: Loss = 0.014223889447748661, lr = [0.0001]
[2024-06-04 23:10:55,227] - INFO: Epoch 838/9999, Iter 41860: Loss = 0.015483343973755836, lr = [0.0001]
[2024-06-04 23:11:20,814] - INFO: Epoch 838/9999, Iter 41880: Loss = 0.01432433445006609, lr = [0.0001]
[2024-06-04 23:11:49,207] - INFO: Epoch 839/9999, Iter 41900: Loss = 0.01156146451830864, lr = [0.0001]
[2024-06-04 23:12:16,127] - INFO: Epoch 839/9999, Iter 41920: Loss = 0.012336713261902332, lr = [0.0001]
[2024-06-04 23:12:42,262] - INFO: Epoch 839/9999, Iter 41940: Loss = 0.013698247261345387, lr = [0.0001]
[2024-06-04 23:13:09,637] - INFO: Epoch 840/9999, Iter 41960: Loss = 0.011755704879760742, lr = [0.0001]
[2024-06-04 23:13:36,465] - INFO: Epoch 840/9999, Iter 41980: Loss = 0.015925057232379913, lr = [0.0001]
[2024-06-04 23:14:00,591] - INFO: Evaluate at epoch 840!
[2024-06-04 23:14:03,040] - INFO: Eval  PSNR (max): 37.833 (700) 	 SSIM (max): 0.9602 (820)
[2024-06-04 23:14:03,041] - INFO: Eval  PSNR (current): 37.781 (840) 	 SSIM (current): 0.9599 (840)
[2024-06-04 23:14:03,041] - INFO: Evaluation over.
[2024-06-04 23:14:07,400] - INFO: Epoch 841/9999, Iter 42000: Loss = 0.012038449756801128, lr = [0.0001]
[2024-06-04 23:14:34,481] - INFO: Epoch 841/9999, Iter 42020: Loss = 0.010076659731566906, lr = [0.0001]
[2024-06-04 23:15:00,302] - INFO: Epoch 841/9999, Iter 42040: Loss = 0.009223101660609245, lr = [0.0001]
[2024-06-04 23:15:27,595] - INFO: Epoch 842/9999, Iter 42060: Loss = 0.018560165539383888, lr = [0.0001]
[2024-06-04 23:15:54,103] - INFO: Epoch 842/9999, Iter 42080: Loss = 0.0177645031362772, lr = [0.0001]
[2024-06-04 23:16:21,426] - INFO: Epoch 843/9999, Iter 42100: Loss = 0.01253648940473795, lr = [0.0001]
[2024-06-04 23:16:48,061] - INFO: Epoch 843/9999, Iter 42120: Loss = 0.013733466155827045, lr = [0.0001]
[2024-06-04 23:17:14,508] - INFO: Epoch 843/9999, Iter 42140: Loss = 0.020343059673905373, lr = [0.0001]
[2024-06-04 23:17:41,331] - INFO: Epoch 844/9999, Iter 42160: Loss = 0.013957034796476364, lr = [0.0001]
[2024-06-04 23:18:07,453] - INFO: Epoch 844/9999, Iter 42180: Loss = 0.013663453049957752, lr = [0.0001]
[2024-06-04 23:18:35,105] - INFO: Epoch 845/9999, Iter 42200: Loss = 0.01437405776232481, lr = [0.0001]
[2024-06-04 23:19:00,967] - INFO: Epoch 845/9999, Iter 42220: Loss = 0.008430028334259987, lr = [0.0001]
[2024-06-04 23:19:27,870] - INFO: Epoch 845/9999, Iter 42240: Loss = 0.013749192468822002, lr = [0.0001]
[2024-06-04 23:19:39,326] - INFO: Evaluate at epoch 845!
[2024-06-04 23:19:41,750] - INFO: Eval  PSNR (max): 37.833 (700) 	 SSIM (max): 0.9602 (820)
[2024-06-04 23:19:41,750] - INFO: Eval  PSNR (current): 37.732 (845) 	 SSIM (current): 0.9600 (845)
[2024-06-04 23:19:41,750] - INFO: Evaluation over.
[2024-06-04 23:19:59,277] - INFO: Epoch 846/9999, Iter 42260: Loss = 0.0143749313428998, lr = [0.0001]
[2024-06-04 23:20:25,073] - INFO: Epoch 846/9999, Iter 42280: Loss = 0.014022464863955975, lr = [0.0001]
[2024-06-04 23:20:52,733] - INFO: Epoch 847/9999, Iter 42300: Loss = 0.01273631863296032, lr = [0.0001]
[2024-06-04 23:21:19,545] - INFO: Epoch 847/9999, Iter 42320: Loss = 0.014097829349339008, lr = [0.0001]
[2024-06-04 23:21:46,598] - INFO: Epoch 847/9999, Iter 42340: Loss = 0.01415356993675232, lr = [0.0001]
[2024-06-04 23:22:13,240] - INFO: Epoch 848/9999, Iter 42360: Loss = 0.012097867205739021, lr = [0.0001]
[2024-06-04 23:22:39,480] - INFO: Epoch 848/9999, Iter 42380: Loss = 0.012430410832166672, lr = [0.0001]
[2024-06-04 23:23:07,201] - INFO: Epoch 849/9999, Iter 42400: Loss = 0.014634567312896252, lr = [0.0001]
[2024-06-04 23:23:34,149] - INFO: Epoch 849/9999, Iter 42420: Loss = 0.012111661955714226, lr = [0.0001]
[2024-06-04 23:24:00,959] - INFO: Epoch 849/9999, Iter 42440: Loss = 0.012503747828304768, lr = [0.0001]
[2024-06-04 23:24:26,646] - INFO: Epoch 850/9999, Iter 42460: Loss = 0.009089158847928047, lr = [0.0001]
[2024-06-04 23:24:52,995] - INFO: Epoch 850/9999, Iter 42480: Loss = 0.01419009082019329, lr = [0.0001]
[2024-06-04 23:25:18,204] - INFO: Evaluate at epoch 850!
[2024-06-04 23:25:20,650] - INFO: Eval  PSNR (max): 37.833 (700) 	 SSIM (max): 0.9602 (820)
[2024-06-04 23:25:20,650] - INFO: Eval  PSNR (current): 37.671 (850) 	 SSIM (current): 0.9601 (850)
[2024-06-04 23:25:20,650] - INFO: Evaluation over.
[2024-06-04 23:25:25,029] - INFO: Epoch 851/9999, Iter 42500: Loss = 0.01179426908493042, lr = [0.0001]
[2024-06-04 23:25:50,995] - INFO: Epoch 851/9999, Iter 42520: Loss = 0.014266875572502613, lr = [0.0001]
[2024-06-04 23:26:17,604] - INFO: Epoch 851/9999, Iter 42540: Loss = 0.013876199722290039, lr = [0.0001]
[2024-06-04 23:26:45,210] - INFO: Epoch 852/9999, Iter 42560: Loss = 0.013525795191526413, lr = [0.0001]
[2024-06-04 23:27:10,958] - INFO: Epoch 852/9999, Iter 42580: Loss = 0.013583125546574593, lr = [0.0001]
[2024-06-04 23:27:38,814] - INFO: Epoch 853/9999, Iter 42600: Loss = 0.014031708240509033, lr = [0.0001]
[2024-06-04 23:28:05,536] - INFO: Epoch 853/9999, Iter 42620: Loss = 0.011374661698937416, lr = [0.0001]
[2024-06-04 23:28:32,600] - INFO: Epoch 853/9999, Iter 42640: Loss = 0.017492378130555153, lr = [0.0001]
[2024-06-04 23:28:58,989] - INFO: Epoch 854/9999, Iter 42660: Loss = 0.009871459566056728, lr = [0.0001]
[2024-06-04 23:29:25,081] - INFO: Epoch 854/9999, Iter 42680: Loss = 0.02067691460251808, lr = [0.0001]
[2024-06-04 23:29:53,187] - INFO: Epoch 855/9999, Iter 42700: Loss = 0.012564525939524174, lr = [0.0001]
[2024-06-04 23:30:19,872] - INFO: Epoch 855/9999, Iter 42720: Loss = 0.011501897126436234, lr = [0.0001]
[2024-06-04 23:30:46,713] - INFO: Epoch 855/9999, Iter 42740: Loss = 0.019198207184672356, lr = [0.0001]
[2024-06-04 23:30:57,435] - INFO: Evaluate at epoch 855!
[2024-06-04 23:30:59,862] - INFO: Eval  PSNR (max): 37.833 (700) 	 SSIM (max): 0.9602 (820)
[2024-06-04 23:30:59,863] - INFO: Eval  PSNR (current): 37.748 (855) 	 SSIM (current): 0.9600 (855)
[2024-06-04 23:30:59,863] - INFO: Evaluation over.
[2024-06-04 23:31:18,114] - INFO: Epoch 856/9999, Iter 42760: Loss = 0.018664993345737457, lr = [0.0001]
[2024-06-04 23:31:44,599] - INFO: Epoch 856/9999, Iter 42780: Loss = 0.014856941066682339, lr = [0.0001]
[2024-06-04 23:32:11,315] - INFO: Epoch 857/9999, Iter 42800: Loss = 0.019932929426431656, lr = [0.0001]
[2024-06-04 23:32:37,823] - INFO: Epoch 857/9999, Iter 42820: Loss = 0.009849809110164642, lr = [0.0001]
[2024-06-04 23:33:03,936] - INFO: Epoch 857/9999, Iter 42840: Loss = 0.0065341670997440815, lr = [0.0001]
[2024-06-04 23:33:31,510] - INFO: Epoch 858/9999, Iter 42860: Loss = 0.01791374571621418, lr = [0.0001]
[2024-06-04 23:33:58,018] - INFO: Epoch 858/9999, Iter 42880: Loss = 0.014605814591050148, lr = [0.0001]
[2024-06-04 23:34:25,425] - INFO: Epoch 859/9999, Iter 42900: Loss = 0.011415376327931881, lr = [0.0001]
[2024-06-04 23:34:52,011] - INFO: Epoch 859/9999, Iter 42920: Loss = 0.014561553485691547, lr = [0.0001]
[2024-06-04 23:35:19,130] - INFO: Epoch 859/9999, Iter 42940: Loss = 0.010344861075282097, lr = [0.0001]
[2024-06-04 23:35:46,177] - INFO: Epoch 860/9999, Iter 42960: Loss = 0.012019334360957146, lr = [0.0001]
[2024-06-04 23:36:12,465] - INFO: Epoch 860/9999, Iter 42980: Loss = 0.012994545511901379, lr = [0.0001]
[2024-06-04 23:36:36,567] - INFO: Evaluate at epoch 860!
[2024-06-04 23:36:39,005] - INFO: Eval  PSNR (max): 37.833 (700) 	 SSIM (max): 0.9602 (820)
[2024-06-04 23:36:39,005] - INFO: Eval  PSNR (current): 37.819 (860) 	 SSIM (current): 0.9600 (860)
[2024-06-04 23:36:39,005] - INFO: Evaluation over.
[2024-06-04 23:36:43,272] - INFO: Epoch 861/9999, Iter 43000: Loss = 0.01198065746575594, lr = [0.0001]
[2024-06-04 23:37:09,064] - INFO: Epoch 861/9999, Iter 43020: Loss = 0.010797071270644665, lr = [0.0001]
[2024-06-04 23:37:35,913] - INFO: Epoch 861/9999, Iter 43040: Loss = 0.01956239901483059, lr = [0.0001]
[2024-06-04 23:38:03,559] - INFO: Epoch 862/9999, Iter 43060: Loss = 0.010581162758171558, lr = [0.0001]
[2024-06-04 23:38:29,344] - INFO: Epoch 862/9999, Iter 43080: Loss = 0.015601132996380329, lr = [0.0001]
[2024-06-04 23:38:57,224] - INFO: Epoch 863/9999, Iter 43100: Loss = 0.016760196536779404, lr = [0.0001]
[2024-06-04 23:39:24,476] - INFO: Epoch 863/9999, Iter 43120: Loss = 0.01757844351232052, lr = [0.0001]
[2024-06-04 23:39:50,822] - INFO: Epoch 863/9999, Iter 43140: Loss = 0.014583183452486992, lr = [0.0001]
[2024-06-04 23:40:17,142] - INFO: Epoch 864/9999, Iter 43160: Loss = 0.01009678840637207, lr = [0.0001]
[2024-06-04 23:40:44,525] - INFO: Epoch 864/9999, Iter 43180: Loss = 0.013790512457489967, lr = [0.0001]
[2024-06-04 23:41:11,525] - INFO: Epoch 865/9999, Iter 43200: Loss = 0.013794999569654465, lr = [0.0001]
[2024-06-04 23:41:38,675] - INFO: Epoch 865/9999, Iter 43220: Loss = 0.016505729407072067, lr = [0.0001]
[2024-06-04 23:42:05,629] - INFO: Epoch 865/9999, Iter 43240: Loss = 0.0127715477719903, lr = [0.0001]
[2024-06-04 23:42:15,968] - INFO: Evaluate at epoch 865!
[2024-06-04 23:42:18,378] - INFO: Eval  PSNR (max): 37.833 (700) 	 SSIM (max): 0.9602 (820)
[2024-06-04 23:42:18,378] - INFO: Eval  PSNR (current): 37.725 (865) 	 SSIM (current): 0.9598 (865)
[2024-06-04 23:42:18,378] - INFO: Evaluation over.
[2024-06-04 23:42:35,868] - INFO: Epoch 866/9999, Iter 43260: Loss = 0.015112318098545074, lr = [0.0001]
[2024-06-04 23:43:02,725] - INFO: Epoch 866/9999, Iter 43280: Loss = 0.01397803146392107, lr = [0.0001]
[2024-06-04 23:43:29,367] - INFO: Epoch 867/9999, Iter 43300: Loss = 0.014960316009819508, lr = [0.0001]
[2024-06-04 23:43:55,859] - INFO: Epoch 867/9999, Iter 43320: Loss = 0.017733536660671234, lr = [0.0001]
[2024-06-04 23:44:21,933] - INFO: Epoch 867/9999, Iter 43340: Loss = 0.013217977248132229, lr = [0.0001]
[2024-06-04 23:44:49,698] - INFO: Epoch 868/9999, Iter 43360: Loss = 0.011139360256493092, lr = [0.0001]
[2024-06-04 23:45:16,369] - INFO: Epoch 868/9999, Iter 43380: Loss = 0.011355738155543804, lr = [0.0001]
[2024-06-04 23:45:43,870] - INFO: Epoch 869/9999, Iter 43400: Loss = 0.014815560542047024, lr = [0.0001]
[2024-06-04 23:46:09,806] - INFO: Epoch 869/9999, Iter 43420: Loss = 0.008335445076227188, lr = [0.0001]
[2024-06-04 23:46:36,342] - INFO: Epoch 869/9999, Iter 43440: Loss = 0.014114739373326302, lr = [0.0001]
[2024-06-04 23:47:04,761] - INFO: Epoch 870/9999, Iter 43460: Loss = 0.014385064132511616, lr = [0.0001]
[2024-06-04 23:47:30,636] - INFO: Epoch 870/9999, Iter 43480: Loss = 0.014228434301912785, lr = [0.0001]
[2024-06-04 23:47:55,225] - INFO: Evaluate at epoch 870!
[2024-06-04 23:47:57,656] - INFO: Eval  PSNR (max): 37.833 (700) 	 SSIM (max): 0.9602 (820)
[2024-06-04 23:47:57,656] - INFO: Eval  PSNR (current): 37.708 (870) 	 SSIM (current): 0.9600 (870)
[2024-06-04 23:47:57,656] - INFO: Evaluation over.
[2024-06-04 23:48:01,890] - INFO: Epoch 871/9999, Iter 43500: Loss = 0.01941659301519394, lr = [0.0001]
[2024-06-04 23:48:27,846] - INFO: Epoch 871/9999, Iter 43520: Loss = 0.011817360296845436, lr = [0.0001]
[2024-06-04 23:48:54,232] - INFO: Epoch 871/9999, Iter 43540: Loss = 0.017812374979257584, lr = [0.0001]
[2024-06-04 23:49:21,768] - INFO: Epoch 872/9999, Iter 43560: Loss = 0.019554486498236656, lr = [0.0001]
[2024-06-04 23:49:48,481] - INFO: Epoch 872/9999, Iter 43580: Loss = 0.015100565738976002, lr = [0.0001]
[2024-06-04 23:50:16,149] - INFO: Epoch 873/9999, Iter 43600: Loss = 0.011898706667125225, lr = [0.0001]
[2024-06-04 23:50:42,580] - INFO: Epoch 873/9999, Iter 43620: Loss = 0.011253139935433865, lr = [0.0001]
[2024-06-04 23:51:09,283] - INFO: Epoch 873/9999, Iter 43640: Loss = 0.013837240636348724, lr = [0.0001]
[2024-06-04 23:51:36,424] - INFO: Epoch 874/9999, Iter 43660: Loss = 0.01425475999712944, lr = [0.0001]
[2024-06-04 23:52:03,742] - INFO: Epoch 874/9999, Iter 43680: Loss = 0.014491873793303967, lr = [0.0001]
[2024-06-04 23:52:30,370] - INFO: Epoch 875/9999, Iter 43700: Loss = 0.01811641827225685, lr = [0.0001]
[2024-06-04 23:52:57,246] - INFO: Epoch 875/9999, Iter 43720: Loss = 0.014168776571750641, lr = [0.0001]
[2024-06-04 23:53:23,288] - INFO: Epoch 875/9999, Iter 43740: Loss = 0.011282128281891346, lr = [0.0001]
[2024-06-04 23:53:34,719] - INFO: Evaluate at epoch 875!
[2024-06-04 23:53:38,967] - INFO: Eval  PSNR (max): 37.833 (700) 	 SSIM (max): 0.9602 (875)
[2024-06-04 23:53:38,968] - INFO: Eval  PSNR (current): 37.831 (875) 	 SSIM (current): 0.9602 (875)
[2024-06-04 23:53:38,968] - INFO: Evaluation over.
[2024-06-04 23:53:56,909] - INFO: Epoch 876/9999, Iter 43760: Loss = 0.01759050041437149, lr = [0.0001]
[2024-06-04 23:54:23,239] - INFO: Epoch 876/9999, Iter 43780: Loss = 0.01835920475423336, lr = [0.0001]
[2024-06-04 23:54:50,391] - INFO: Epoch 877/9999, Iter 43800: Loss = 0.016850193962454796, lr = [0.0001]
[2024-06-04 23:55:16,439] - INFO: Epoch 877/9999, Iter 43820: Loss = 0.017770899459719658, lr = [0.0001]
[2024-06-04 23:55:43,551] - INFO: Epoch 877/9999, Iter 43840: Loss = 0.016209129244089127, lr = [0.0001]
[2024-06-04 23:56:10,488] - INFO: Epoch 878/9999, Iter 43860: Loss = 0.015246212482452393, lr = [0.0001]
[2024-06-04 23:56:37,593] - INFO: Epoch 878/9999, Iter 43880: Loss = 0.01581486500799656, lr = [0.0001]
[2024-06-04 23:57:04,620] - INFO: Epoch 879/9999, Iter 43900: Loss = 0.012424747459590435, lr = [0.0001]
[2024-06-04 23:57:30,918] - INFO: Epoch 879/9999, Iter 43920: Loss = 0.01645132713019848, lr = [0.0001]
[2024-06-04 23:57:58,063] - INFO: Epoch 879/9999, Iter 43940: Loss = 0.014326018281280994, lr = [0.0001]
[2024-06-04 23:58:24,863] - INFO: Epoch 880/9999, Iter 43960: Loss = 0.013191276229918003, lr = [0.0001]
[2024-06-04 23:58:51,263] - INFO: Epoch 880/9999, Iter 43980: Loss = 0.015583747997879982, lr = [0.0001]
[2024-06-04 23:59:15,890] - INFO: Evaluate at epoch 880!
[2024-06-04 23:59:18,314] - INFO: Eval  PSNR (max): 37.833 (700) 	 SSIM (max): 0.9602 (875)
[2024-06-04 23:59:18,314] - INFO: Eval  PSNR (current): 37.730 (880) 	 SSIM (current): 0.9601 (880)
[2024-06-04 23:59:18,314] - INFO: Evaluation over.
[2024-06-04 23:59:22,659] - INFO: Epoch 881/9999, Iter 44000: Loss = 0.016233263537287712, lr = [0.0001]
[2024-06-04 23:59:49,268] - INFO: Epoch 881/9999, Iter 44020: Loss = 0.015492123551666737, lr = [0.0001]
[2024-06-05 00:00:16,458] - INFO: Epoch 881/9999, Iter 44040: Loss = 0.010647648014128208, lr = [0.0001]
[2024-06-05 00:00:42,223] - INFO: Epoch 882/9999, Iter 44060: Loss = 0.014741192571818829, lr = [0.0001]
[2024-06-05 00:01:09,065] - INFO: Epoch 882/9999, Iter 44080: Loss = 0.012678012251853943, lr = [0.0001]
[2024-06-05 00:01:36,935] - INFO: Epoch 883/9999, Iter 44100: Loss = 0.011928116902709007, lr = [0.0001]
[2024-06-05 00:02:02,959] - INFO: Epoch 883/9999, Iter 44120: Loss = 0.014393181540071964, lr = [0.0001]
[2024-06-05 00:02:29,419] - INFO: Epoch 883/9999, Iter 44140: Loss = 0.012577688321471214, lr = [0.0001]
[2024-06-05 00:02:57,344] - INFO: Epoch 884/9999, Iter 44160: Loss = 0.008262086659669876, lr = [0.0001]
[2024-06-05 00:03:23,587] - INFO: Epoch 884/9999, Iter 44180: Loss = 0.013379807583987713, lr = [0.0001]
[2024-06-05 00:03:51,048] - INFO: Epoch 885/9999, Iter 44200: Loss = 0.011779231019318104, lr = [0.0001]
[2024-06-05 00:04:17,819] - INFO: Epoch 885/9999, Iter 44220: Loss = 0.010741444304585457, lr = [0.0001]
[2024-06-05 00:04:44,413] - INFO: Epoch 885/9999, Iter 44240: Loss = 0.01150188036262989, lr = [0.0001]
[2024-06-05 00:04:55,144] - INFO: Evaluate at epoch 885!
[2024-06-05 00:04:57,561] - INFO: Eval  PSNR (max): 37.833 (700) 	 SSIM (max): 0.9602 (875)
[2024-06-05 00:04:57,561] - INFO: Eval  PSNR (current): 37.798 (885) 	 SSIM (current): 0.9602 (885)
[2024-06-05 00:04:57,562] - INFO: Evaluation over.
[2024-06-05 00:05:15,457] - INFO: Epoch 886/9999, Iter 44260: Loss = 0.014235654845833778, lr = [0.0001]
[2024-06-05 00:05:42,350] - INFO: Epoch 886/9999, Iter 44280: Loss = 0.012119692750275135, lr = [0.0001]
[2024-06-05 00:06:08,844] - INFO: Epoch 887/9999, Iter 44300: Loss = 0.014309946447610855, lr = [0.0001]
[2024-06-05 00:06:35,528] - INFO: Epoch 887/9999, Iter 44320: Loss = 0.015141385607421398, lr = [0.0001]
[2024-06-05 00:07:02,092] - INFO: Epoch 887/9999, Iter 44340: Loss = 0.010731233283877373, lr = [0.0001]
[2024-06-05 00:07:29,245] - INFO: Epoch 888/9999, Iter 44360: Loss = 0.018465198576450348, lr = [0.0001]
[2024-06-05 00:07:55,583] - INFO: Epoch 888/9999, Iter 44380: Loss = 0.013686800375580788, lr = [0.0001]
[2024-06-05 00:08:22,986] - INFO: Epoch 889/9999, Iter 44400: Loss = 0.010593008249998093, lr = [0.0001]
[2024-06-05 00:08:48,902] - INFO: Epoch 889/9999, Iter 44420: Loss = 0.016531843692064285, lr = [0.0001]
[2024-06-05 00:09:15,445] - INFO: Epoch 889/9999, Iter 44440: Loss = 0.011776049621403217, lr = [0.0001]
[2024-06-05 00:09:43,361] - INFO: Epoch 890/9999, Iter 44460: Loss = 0.01939934305846691, lr = [0.0001]
[2024-06-05 00:10:10,258] - INFO: Epoch 890/9999, Iter 44480: Loss = 0.015377670526504517, lr = [0.0001]
[2024-06-05 00:10:34,297] - INFO: Evaluate at epoch 890!
[2024-06-05 00:10:36,728] - INFO: Eval  PSNR (max): 37.833 (700) 	 SSIM (max): 0.9602 (875)
[2024-06-05 00:10:36,729] - INFO: Eval  PSNR (current): 37.760 (890) 	 SSIM (current): 0.9601 (890)
[2024-06-05 00:10:36,729] - INFO: Evaluation over.
[2024-06-05 00:10:41,076] - INFO: Epoch 891/9999, Iter 44500: Loss = 0.012805700302124023, lr = [0.0001]
[2024-06-05 00:11:07,988] - INFO: Epoch 891/9999, Iter 44520: Loss = 0.013116161338984966, lr = [0.0001]
[2024-06-05 00:11:34,672] - INFO: Epoch 891/9999, Iter 44540: Loss = 0.010133723728358746, lr = [0.0001]
[2024-06-05 00:12:00,894] - INFO: Epoch 892/9999, Iter 44560: Loss = 0.016044285148382187, lr = [0.0001]
[2024-06-05 00:12:27,012] - INFO: Epoch 892/9999, Iter 44580: Loss = 0.010642330162227154, lr = [0.0001]
[2024-06-05 00:12:55,058] - INFO: Epoch 893/9999, Iter 44600: Loss = 0.013371508568525314, lr = [0.0001]
[2024-06-05 00:13:21,840] - INFO: Epoch 893/9999, Iter 44620: Loss = 0.013169615529477596, lr = [0.0001]
[2024-06-05 00:13:48,230] - INFO: Epoch 893/9999, Iter 44640: Loss = 0.017612626776099205, lr = [0.0001]
[2024-06-05 00:14:15,345] - INFO: Epoch 894/9999, Iter 44660: Loss = 0.012733297422528267, lr = [0.0001]
[2024-06-05 00:14:41,270] - INFO: Epoch 894/9999, Iter 44680: Loss = 0.013260794803500175, lr = [0.0001]
[2024-06-05 00:15:09,206] - INFO: Epoch 895/9999, Iter 44700: Loss = 0.013469459488987923, lr = [0.0001]
[2024-06-05 00:15:36,172] - INFO: Epoch 895/9999, Iter 44720: Loss = 0.013526210561394691, lr = [0.0001]
[2024-06-05 00:16:02,403] - INFO: Epoch 895/9999, Iter 44740: Loss = 0.008153196424245834, lr = [0.0001]
[2024-06-05 00:16:13,421] - INFO: Evaluate at epoch 895!
[2024-06-05 00:16:15,855] - INFO: Eval  PSNR (max): 37.833 (700) 	 SSIM (max): 0.9602 (875)
[2024-06-05 00:16:15,855] - INFO: Eval  PSNR (current): 37.783 (895) 	 SSIM (current): 0.9601 (895)
[2024-06-05 00:16:15,855] - INFO: Evaluation over.
[2024-06-05 00:16:33,699] - INFO: Epoch 896/9999, Iter 44760: Loss = 0.01536584459245205, lr = [0.0001]
[2024-06-05 00:17:00,622] - INFO: Epoch 896/9999, Iter 44780: Loss = 0.013109891675412655, lr = [0.0001]
[2024-06-05 00:17:27,591] - INFO: Epoch 897/9999, Iter 44800: Loss = 0.015656394883990288, lr = [0.0001]
[2024-06-05 00:17:54,822] - INFO: Epoch 897/9999, Iter 44820: Loss = 0.012563694268465042, lr = [0.0001]
[2024-06-05 00:18:21,319] - INFO: Epoch 897/9999, Iter 44840: Loss = 0.011864759027957916, lr = [0.0001]
[2024-06-05 00:18:48,382] - INFO: Epoch 898/9999, Iter 44860: Loss = 0.010745260864496231, lr = [0.0001]
[2024-06-05 00:19:14,796] - INFO: Epoch 898/9999, Iter 44880: Loss = 0.013243455439805984, lr = [0.0001]
[2024-06-05 00:19:41,788] - INFO: Epoch 899/9999, Iter 44900: Loss = 0.016980446875095367, lr = [0.0001]
[2024-06-05 00:20:08,802] - INFO: Epoch 899/9999, Iter 44920: Loss = 0.011001109145581722, lr = [0.0001]
[2024-06-05 00:20:35,952] - INFO: Epoch 899/9999, Iter 44940: Loss = 0.010505705140531063, lr = [0.0001]
[2024-06-05 00:21:02,181] - INFO: Epoch 900/9999, Iter 44960: Loss = 0.012782896868884563, lr = [0.0001]
[2024-06-05 00:21:28,694] - INFO: Epoch 900/9999, Iter 44980: Loss = 0.018022367730736732, lr = [0.0001]
[2024-06-05 00:21:53,421] - INFO: Evaluate at epoch 900!
[2024-06-05 00:21:57,374] - INFO: Eval  PSNR (max): 37.857 (900) 	 SSIM (max): 0.9602 (875)
[2024-06-05 00:21:57,374] - INFO: Eval  PSNR (current): 37.857 (900) 	 SSIM (current): 0.9602 (900)
[2024-06-05 00:21:57,375] - INFO: Evaluation over.
[2024-06-05 00:22:01,732] - INFO: Epoch 901/9999, Iter 45000: Loss = 0.009663142263889313, lr = [0.0001]
[2024-06-05 00:22:28,641] - INFO: Epoch 901/9999, Iter 45020: Loss = 0.013951080851256847, lr = [0.0001]
[2024-06-05 00:22:54,324] - INFO: Epoch 901/9999, Iter 45040: Loss = 0.012859738431870937, lr = [0.0001]
[2024-06-05 00:23:21,657] - INFO: Epoch 902/9999, Iter 45060: Loss = 0.015882238745689392, lr = [0.0001]
[2024-06-05 00:23:48,381] - INFO: Epoch 902/9999, Iter 45080: Loss = 0.008866319432854652, lr = [0.0001]
[2024-06-05 00:24:16,028] - INFO: Epoch 903/9999, Iter 45100: Loss = 0.018013665452599525, lr = [0.0001]
[2024-06-05 00:24:42,562] - INFO: Epoch 903/9999, Iter 45120: Loss = 0.009255381301045418, lr = [0.0001]
[2024-06-05 00:25:09,625] - INFO: Epoch 903/9999, Iter 45140: Loss = 0.01820473186671734, lr = [0.0001]
[2024-06-05 00:25:35,873] - INFO: Epoch 904/9999, Iter 45160: Loss = 0.014280076138675213, lr = [0.0001]
[2024-06-05 00:26:02,315] - INFO: Epoch 904/9999, Iter 45180: Loss = 0.014893883839249611, lr = [0.0001]
[2024-06-05 00:26:29,922] - INFO: Epoch 905/9999, Iter 45200: Loss = 0.009684154763817787, lr = [0.0001]
[2024-06-05 00:26:57,060] - INFO: Epoch 905/9999, Iter 45220: Loss = 0.011843967251479626, lr = [0.0001]
[2024-06-05 00:27:23,770] - INFO: Epoch 905/9999, Iter 45240: Loss = 0.009202150627970695, lr = [0.0001]
[2024-06-05 00:27:34,479] - INFO: Evaluate at epoch 905!
[2024-06-05 00:27:36,892] - INFO: Eval  PSNR (max): 37.857 (900) 	 SSIM (max): 0.9602 (875)
[2024-06-05 00:27:36,893] - INFO: Eval  PSNR (current): 37.802 (905) 	 SSIM (current): 0.9601 (905)
[2024-06-05 00:27:36,893] - INFO: Evaluation over.
[2024-06-05 00:27:54,402] - INFO: Epoch 906/9999, Iter 45260: Loss = 0.011160737834870815, lr = [0.0001]
[2024-06-05 00:28:21,311] - INFO: Epoch 906/9999, Iter 45280: Loss = 0.015678808093070984, lr = [0.0001]
[2024-06-05 00:28:48,251] - INFO: Epoch 907/9999, Iter 45300: Loss = 0.010592774488031864, lr = [0.0001]
[2024-06-05 00:29:14,920] - INFO: Epoch 907/9999, Iter 45320: Loss = 0.018711058422923088, lr = [0.0001]
[2024-06-05 00:29:41,412] - INFO: Epoch 907/9999, Iter 45340: Loss = 0.011095813475549221, lr = [0.0001]
[2024-06-05 00:30:08,678] - INFO: Epoch 908/9999, Iter 45360: Loss = 0.009203586727380753, lr = [0.0001]
[2024-06-05 00:30:35,396] - INFO: Epoch 908/9999, Iter 45380: Loss = 0.014586610719561577, lr = [0.0001]
[2024-06-05 00:31:02,395] - INFO: Epoch 909/9999, Iter 45400: Loss = 0.008736646734178066, lr = [0.0001]
[2024-06-05 00:31:28,332] - INFO: Epoch 909/9999, Iter 45420: Loss = 0.011323882266879082, lr = [0.0001]
[2024-06-05 00:31:54,998] - INFO: Epoch 909/9999, Iter 45440: Loss = 0.01369846798479557, lr = [0.0001]
[2024-06-05 00:32:22,948] - INFO: Epoch 910/9999, Iter 45460: Loss = 0.008642543107271194, lr = [0.0001]
[2024-06-05 00:32:49,527] - INFO: Epoch 910/9999, Iter 45480: Loss = 0.015762068331241608, lr = [0.0001]
[2024-06-05 00:33:13,485] - INFO: Evaluate at epoch 910!
[2024-06-05 00:33:17,479] - INFO: Eval  PSNR (max): 37.857 (900) 	 SSIM (max): 0.9602 (910)
[2024-06-05 00:33:17,480] - INFO: Eval  PSNR (current): 37.820 (910) 	 SSIM (current): 0.9602 (910)
[2024-06-05 00:33:17,480] - INFO: Evaluation over.
[2024-06-05 00:33:21,657] - INFO: Epoch 911/9999, Iter 45500: Loss = 0.017100699245929718, lr = [0.0001]
[2024-06-05 00:33:48,534] - INFO: Epoch 911/9999, Iter 45520: Loss = 0.012965869158506393, lr = [0.0001]
[2024-06-05 00:34:15,744] - INFO: Epoch 911/9999, Iter 45540: Loss = 0.016500629484653473, lr = [0.0001]
[2024-06-05 00:34:42,380] - INFO: Epoch 912/9999, Iter 45560: Loss = 0.013530095107853413, lr = [0.0001]
[2024-06-05 00:35:09,471] - INFO: Epoch 912/9999, Iter 45580: Loss = 0.011761201545596123, lr = [0.0001]
[2024-06-05 00:35:35,999] - INFO: Epoch 913/9999, Iter 45600: Loss = 0.01419278234243393, lr = [0.0001]
[2024-06-05 00:36:03,110] - INFO: Epoch 913/9999, Iter 45620: Loss = 0.013541065156459808, lr = [0.0001]
[2024-06-05 00:36:30,204] - INFO: Epoch 913/9999, Iter 45640: Loss = 0.02009843848645687, lr = [0.0001]
[2024-06-05 00:36:56,894] - INFO: Epoch 914/9999, Iter 45660: Loss = 0.013393737375736237, lr = [0.0001]
[2024-06-05 00:37:23,819] - INFO: Epoch 914/9999, Iter 45680: Loss = 0.011313424445688725, lr = [0.0001]
[2024-06-05 00:37:50,485] - INFO: Epoch 915/9999, Iter 45700: Loss = 0.014114349149167538, lr = [0.0001]
[2024-06-05 00:38:16,741] - INFO: Epoch 915/9999, Iter 45720: Loss = 0.009794806130230427, lr = [0.0001]
[2024-06-05 00:38:43,214] - INFO: Epoch 915/9999, Iter 45740: Loss = 0.011563826352357864, lr = [0.0001]
[2024-06-05 00:38:54,583] - INFO: Evaluate at epoch 915!
[2024-06-05 00:38:57,006] - INFO: Eval  PSNR (max): 37.857 (900) 	 SSIM (max): 0.9602 (910)
[2024-06-05 00:38:57,006] - INFO: Eval  PSNR (current): 37.811 (915) 	 SSIM (current): 0.9602 (915)
[2024-06-05 00:38:57,006] - INFO: Evaluation over.
[2024-06-05 00:39:13,405] - INFO: Epoch 916/9999, Iter 45760: Loss = 0.014348728582262993, lr = [0.0001]
[2024-06-05 00:39:40,467] - INFO: Epoch 916/9999, Iter 45780: Loss = 0.015734460204839706, lr = [0.0001]
[2024-06-05 00:40:08,116] - INFO: Epoch 917/9999, Iter 45800: Loss = 0.010615585371851921, lr = [0.0001]
[2024-06-05 00:40:34,861] - INFO: Epoch 917/9999, Iter 45820: Loss = 0.01846657693386078, lr = [0.0001]
[2024-06-05 00:41:01,751] - INFO: Epoch 917/9999, Iter 45840: Loss = 0.012051226571202278, lr = [0.0001]
[2024-06-05 00:41:28,025] - INFO: Epoch 918/9999, Iter 45860: Loss = 0.009557733312249184, lr = [0.0001]
[2024-06-05 00:41:54,775] - INFO: Epoch 918/9999, Iter 45880: Loss = 0.01392627228051424, lr = [0.0001]
[2024-06-05 00:42:22,262] - INFO: Epoch 919/9999, Iter 45900: Loss = 0.013199071399867535, lr = [0.0001]
[2024-06-05 00:42:49,237] - INFO: Epoch 919/9999, Iter 45920: Loss = 0.017038797959685326, lr = [0.0001]
[2024-06-05 00:43:15,932] - INFO: Epoch 919/9999, Iter 45940: Loss = 0.009727594442665577, lr = [0.0001]
[2024-06-05 00:43:43,213] - INFO: Epoch 920/9999, Iter 45960: Loss = 0.022335225716233253, lr = [0.0001]
[2024-06-05 00:44:09,533] - INFO: Epoch 920/9999, Iter 45980: Loss = 0.009621367789804935, lr = [0.0001]
[2024-06-05 00:44:33,851] - INFO: Evaluate at epoch 920!
[2024-06-05 00:44:36,321] - INFO: Eval  PSNR (max): 37.857 (900) 	 SSIM (max): 0.9602 (910)
[2024-06-05 00:44:36,322] - INFO: Eval  PSNR (current): 37.820 (920) 	 SSIM (current): 0.9601 (920)
[2024-06-05 00:44:36,322] - INFO: Evaluation over.
[2024-06-05 00:44:41,035] - INFO: Epoch 921/9999, Iter 46000: Loss = 0.017253849655389786, lr = [0.0001]
[2024-06-05 00:45:07,949] - INFO: Epoch 921/9999, Iter 46020: Loss = 0.016109827905893326, lr = [0.0001]
[2024-06-05 00:45:34,508] - INFO: Epoch 921/9999, Iter 46040: Loss = 0.008918500505387783, lr = [0.0001]
[2024-06-05 00:46:01,958] - INFO: Epoch 922/9999, Iter 46060: Loss = 0.017152052372694016, lr = [0.0001]
[2024-06-05 00:46:29,807] - INFO: Epoch 922/9999, Iter 46080: Loss = 0.013601556420326233, lr = [0.0001]
[2024-06-05 00:46:56,627] - INFO: Epoch 923/9999, Iter 46100: Loss = 0.016524532809853554, lr = [0.0001]
[2024-06-05 00:47:23,092] - INFO: Epoch 923/9999, Iter 46120: Loss = 0.008708829060196877, lr = [0.0001]
[2024-06-05 00:47:50,206] - INFO: Epoch 923/9999, Iter 46140: Loss = 0.020769143477082253, lr = [0.0001]
[2024-06-05 00:48:17,795] - INFO: Epoch 924/9999, Iter 46160: Loss = 0.015709804370999336, lr = [0.0001]
[2024-06-05 00:48:44,322] - INFO: Epoch 924/9999, Iter 46180: Loss = 0.014088939875364304, lr = [0.0001]
[2024-06-05 00:49:11,853] - INFO: Epoch 925/9999, Iter 46200: Loss = 0.007542290724813938, lr = [0.0001]
[2024-06-05 00:49:38,553] - INFO: Epoch 925/9999, Iter 46220: Loss = 0.011309250257909298, lr = [0.0001]
[2024-06-05 00:50:05,582] - INFO: Epoch 925/9999, Iter 46240: Loss = 0.01563890650868416, lr = [0.0001]
[2024-06-05 00:50:16,954] - INFO: Evaluate at epoch 925!
[2024-06-05 00:50:19,371] - INFO: Eval  PSNR (max): 37.857 (900) 	 SSIM (max): 0.9602 (910)
[2024-06-05 00:50:19,371] - INFO: Eval  PSNR (current): 37.826 (925) 	 SSIM (current): 0.9602 (925)
[2024-06-05 00:50:19,371] - INFO: Evaluation over.
[2024-06-05 00:50:37,287] - INFO: Epoch 926/9999, Iter 46260: Loss = 0.013098401017487049, lr = [0.0001]
[2024-06-05 00:51:04,677] - INFO: Epoch 926/9999, Iter 46280: Loss = 0.013466683216392994, lr = [0.0001]
[2024-06-05 00:51:31,363] - INFO: Epoch 927/9999, Iter 46300: Loss = 0.016456808894872665, lr = [0.0001]
[2024-06-05 00:51:58,254] - INFO: Epoch 927/9999, Iter 46320: Loss = 0.012132852338254452, lr = [0.0001]
[2024-06-05 00:52:25,517] - INFO: Epoch 927/9999, Iter 46340: Loss = 0.013632028363645077, lr = [0.0001]
[2024-06-05 00:52:52,979] - INFO: Epoch 928/9999, Iter 46360: Loss = 0.017871662974357605, lr = [0.0001]
[2024-06-05 00:53:19,905] - INFO: Epoch 928/9999, Iter 46380: Loss = 0.019390951842069626, lr = [0.0001]
[2024-06-05 00:53:46,922] - INFO: Epoch 929/9999, Iter 46400: Loss = 0.014407439157366753, lr = [0.0001]
[2024-06-05 00:54:14,071] - INFO: Epoch 929/9999, Iter 46420: Loss = 0.016658788546919823, lr = [0.0001]
[2024-06-05 00:54:40,502] - INFO: Epoch 929/9999, Iter 46440: Loss = 0.017252687364816666, lr = [0.0001]
[2024-06-05 00:55:08,223] - INFO: Epoch 930/9999, Iter 46460: Loss = 0.011876284144818783, lr = [0.0001]
[2024-06-05 00:55:34,133] - INFO: Epoch 930/9999, Iter 46480: Loss = 0.015564963221549988, lr = [0.0001]
[2024-06-05 00:55:59,486] - INFO: Evaluate at epoch 930!
[2024-06-05 00:56:01,918] - INFO: Eval  PSNR (max): 37.857 (900) 	 SSIM (max): 0.9602 (910)
[2024-06-05 00:56:01,918] - INFO: Eval  PSNR (current): 37.779 (930) 	 SSIM (current): 0.9601 (930)
[2024-06-05 00:56:01,918] - INFO: Evaluation over.
[2024-06-05 00:56:06,146] - INFO: Epoch 931/9999, Iter 46500: Loss = 0.00888441875576973, lr = [0.0001]
[2024-06-05 00:56:32,827] - INFO: Epoch 931/9999, Iter 46520: Loss = 0.01678260788321495, lr = [0.0001]
[2024-06-05 00:56:59,724] - INFO: Epoch 931/9999, Iter 46540: Loss = 0.015634719282388687, lr = [0.0001]
[2024-06-05 00:57:27,359] - INFO: Epoch 932/9999, Iter 46560: Loss = 0.011464265175163746, lr = [0.0001]
[2024-06-05 00:57:53,306] - INFO: Epoch 932/9999, Iter 46580: Loss = 0.010045276954770088, lr = [0.0001]
[2024-06-05 00:58:21,589] - INFO: Epoch 933/9999, Iter 46600: Loss = 0.014817832037806511, lr = [0.0001]
[2024-06-05 00:58:48,585] - INFO: Epoch 933/9999, Iter 46620: Loss = 0.008277411572635174, lr = [0.0001]
[2024-06-05 00:59:15,626] - INFO: Epoch 933/9999, Iter 46640: Loss = 0.016634123399853706, lr = [0.0001]
[2024-06-05 00:59:43,370] - INFO: Epoch 934/9999, Iter 46660: Loss = 0.011580634862184525, lr = [0.0001]
[2024-06-05 01:00:09,664] - INFO: Epoch 934/9999, Iter 46680: Loss = 0.013469398021697998, lr = [0.0001]
[2024-06-05 01:00:37,534] - INFO: Epoch 935/9999, Iter 46700: Loss = 0.01167332287877798, lr = [0.0001]
[2024-06-05 01:01:04,319] - INFO: Epoch 935/9999, Iter 46720: Loss = 0.013566732406616211, lr = [0.0001]
[2024-06-05 01:01:30,672] - INFO: Epoch 935/9999, Iter 46740: Loss = 0.01895454153418541, lr = [0.0001]
[2024-06-05 01:01:42,072] - INFO: Evaluate at epoch 935!
[2024-06-05 01:01:44,451] - INFO: Eval  PSNR (max): 37.857 (900) 	 SSIM (max): 0.9602 (910)
[2024-06-05 01:01:44,451] - INFO: Eval  PSNR (current): 37.804 (935) 	 SSIM (current): 0.9600 (935)
[2024-06-05 01:01:44,452] - INFO: Evaluation over.
[2024-06-05 01:02:02,357] - INFO: Epoch 936/9999, Iter 46760: Loss = 0.014437024481594563, lr = [0.0001]
[2024-06-05 01:02:29,461] - INFO: Epoch 936/9999, Iter 46780: Loss = 0.009455136954784393, lr = [0.0001]
[2024-06-05 01:02:57,301] - INFO: Epoch 937/9999, Iter 46800: Loss = 0.011676624417304993, lr = [0.0001]
[2024-06-05 01:03:23,712] - INFO: Epoch 937/9999, Iter 46820: Loss = 0.014972926117479801, lr = [0.0001]
[2024-06-05 01:03:50,547] - INFO: Epoch 937/9999, Iter 46840: Loss = 0.01740371622145176, lr = [0.0001]
[2024-06-05 01:04:18,341] - INFO: Epoch 938/9999, Iter 46860: Loss = 0.017385805025696754, lr = [0.0001]
[2024-06-05 01:04:45,006] - INFO: Epoch 938/9999, Iter 46880: Loss = 0.014954944141209126, lr = [0.0001]
[2024-06-05 01:05:11,789] - INFO: Epoch 939/9999, Iter 46900: Loss = 0.012847715988755226, lr = [0.0001]
[2024-06-05 01:05:38,054] - INFO: Epoch 939/9999, Iter 46920: Loss = 0.013659141957759857, lr = [0.0001]
[2024-06-05 01:06:04,854] - INFO: Epoch 939/9999, Iter 46940: Loss = 0.012079459615051746, lr = [0.0001]
[2024-06-05 01:06:32,345] - INFO: Epoch 940/9999, Iter 46960: Loss = 0.011724344454705715, lr = [0.0001]
[2024-06-05 01:06:58,192] - INFO: Epoch 940/9999, Iter 46980: Loss = 0.015192169696092606, lr = [0.0001]
[2024-06-05 01:07:23,336] - INFO: Evaluate at epoch 940!
[2024-06-05 01:07:25,704] - INFO: Eval  PSNR (max): 37.857 (900) 	 SSIM (max): 0.9602 (910)
[2024-06-05 01:07:25,705] - INFO: Eval  PSNR (current): 37.663 (940) 	 SSIM (current): 0.9600 (940)
[2024-06-05 01:07:25,705] - INFO: Evaluation over.
[2024-06-05 01:07:29,962] - INFO: Epoch 941/9999, Iter 47000: Loss = 0.012852123938500881, lr = [0.0001]
[2024-06-05 01:07:56,051] - INFO: Epoch 941/9999, Iter 47020: Loss = 0.013414612971246243, lr = [0.0001]
[2024-06-05 01:08:23,251] - INFO: Epoch 941/9999, Iter 47040: Loss = 0.014785845763981342, lr = [0.0001]
[2024-06-05 01:08:50,447] - INFO: Epoch 942/9999, Iter 47060: Loss = 0.014508274383842945, lr = [0.0001]
[2024-06-05 01:09:17,357] - INFO: Epoch 942/9999, Iter 47080: Loss = 0.012607891112565994, lr = [0.0001]
[2024-06-05 01:09:44,273] - INFO: Epoch 943/9999, Iter 47100: Loss = 0.013318728655576706, lr = [0.0001]
[2024-06-05 01:10:11,152] - INFO: Epoch 943/9999, Iter 47120: Loss = 0.019116973504424095, lr = [0.0001]
[2024-06-05 01:10:37,274] - INFO: Epoch 943/9999, Iter 47140: Loss = 0.014452320523560047, lr = [0.0001]
[2024-06-05 01:11:04,686] - INFO: Epoch 944/9999, Iter 47160: Loss = 0.010192221961915493, lr = [0.0001]
[2024-06-05 01:11:30,674] - INFO: Epoch 944/9999, Iter 47180: Loss = 0.010631351731717587, lr = [0.0001]
[2024-06-05 01:11:58,563] - INFO: Epoch 945/9999, Iter 47200: Loss = 0.010013922117650509, lr = [0.0001]
[2024-06-05 01:12:24,300] - INFO: Epoch 945/9999, Iter 47220: Loss = 0.013747506774961948, lr = [0.0001]
[2024-06-05 01:12:50,722] - INFO: Epoch 945/9999, Iter 47240: Loss = 0.018685659393668175, lr = [0.0001]
[2024-06-05 01:13:02,718] - INFO: Evaluate at epoch 945!
[2024-06-05 01:13:05,105] - INFO: Eval  PSNR (max): 37.857 (900) 	 SSIM (max): 0.9602 (910)
[2024-06-05 01:13:05,105] - INFO: Eval  PSNR (current): 37.801 (945) 	 SSIM (current): 0.9601 (945)
[2024-06-05 01:13:05,105] - INFO: Evaluation over.
[2024-06-05 01:13:22,516] - INFO: Epoch 946/9999, Iter 47260: Loss = 0.010038121603429317, lr = [0.0001]
[2024-06-05 01:13:48,522] - INFO: Epoch 946/9999, Iter 47280: Loss = 0.014097284525632858, lr = [0.0001]
[2024-06-05 01:14:16,395] - INFO: Epoch 947/9999, Iter 47300: Loss = 0.01075836457312107, lr = [0.0001]
[2024-06-05 01:14:42,714] - INFO: Epoch 947/9999, Iter 47320: Loss = 0.010326215997338295, lr = [0.0001]
[2024-06-05 01:15:08,931] - INFO: Epoch 947/9999, Iter 47340: Loss = 0.016926702111959457, lr = [0.0001]
[2024-06-05 01:15:36,181] - INFO: Epoch 948/9999, Iter 47360: Loss = 0.01850101724267006, lr = [0.0001]
[2024-06-05 01:16:02,593] - INFO: Epoch 948/9999, Iter 47380: Loss = 0.010810565203428268, lr = [0.0001]
[2024-06-05 01:16:31,120] - INFO: Epoch 949/9999, Iter 47400: Loss = 0.008591464720666409, lr = [0.0001]
[2024-06-05 01:16:57,408] - INFO: Epoch 949/9999, Iter 47420: Loss = 0.01744101196527481, lr = [0.0001]
[2024-06-05 01:17:23,878] - INFO: Epoch 949/9999, Iter 47440: Loss = 0.010707804933190346, lr = [0.0001]
[2024-06-05 01:17:51,561] - INFO: Epoch 950/9999, Iter 47460: Loss = 0.0140925208106637, lr = [0.0001]
[2024-06-05 01:18:18,756] - INFO: Epoch 950/9999, Iter 47480: Loss = 0.019839031621813774, lr = [0.0001]
[2024-06-05 01:18:42,572] - INFO: Evaluate at epoch 950!
[2024-06-05 01:18:44,964] - INFO: Eval  PSNR (max): 37.857 (900) 	 SSIM (max): 0.9602 (910)
[2024-06-05 01:18:44,964] - INFO: Eval  PSNR (current): 37.810 (950) 	 SSIM (current): 0.9602 (950)
[2024-06-05 01:18:44,965] - INFO: Evaluation over.
[2024-06-05 01:18:49,362] - INFO: Epoch 951/9999, Iter 47500: Loss = 0.013849836774170399, lr = [0.0001]
[2024-06-05 01:19:16,206] - INFO: Epoch 951/9999, Iter 47520: Loss = 0.01429364737123251, lr = [0.0001]
[2024-06-05 01:19:42,899] - INFO: Epoch 951/9999, Iter 47540: Loss = 0.008500870317220688, lr = [0.0001]
[2024-06-05 01:20:10,296] - INFO: Epoch 952/9999, Iter 47560: Loss = 0.013215258717536926, lr = [0.0001]
[2024-06-05 01:20:36,865] - INFO: Epoch 952/9999, Iter 47580: Loss = 0.009073001332581043, lr = [0.0001]
[2024-06-05 01:21:03,952] - INFO: Epoch 953/9999, Iter 47600: Loss = 0.01600715145468712, lr = [0.0001]
[2024-06-05 01:21:30,800] - INFO: Epoch 953/9999, Iter 47620: Loss = 0.010355792939662933, lr = [0.0001]
[2024-06-05 01:21:57,857] - INFO: Epoch 953/9999, Iter 47640: Loss = 0.012870864942669868, lr = [0.0001]
[2024-06-05 01:22:24,061] - INFO: Epoch 954/9999, Iter 47660: Loss = 0.010424858890473843, lr = [0.0001]
[2024-06-05 01:22:50,221] - INFO: Epoch 954/9999, Iter 47680: Loss = 0.01060760673135519, lr = [0.0001]
[2024-06-05 01:23:18,239] - INFO: Epoch 955/9999, Iter 47700: Loss = 0.013012521900236607, lr = [0.0001]
[2024-06-05 01:23:45,276] - INFO: Epoch 955/9999, Iter 47720: Loss = 0.011586860753595829, lr = [0.0001]
[2024-06-05 01:24:11,579] - INFO: Epoch 955/9999, Iter 47740: Loss = 0.01151635218411684, lr = [0.0001]
[2024-06-05 01:24:22,396] - INFO: Evaluate at epoch 955!
[2024-06-05 01:24:24,753] - INFO: Eval  PSNR (max): 37.857 (900) 	 SSIM (max): 0.9602 (910)
[2024-06-05 01:24:24,754] - INFO: Eval  PSNR (current): 37.791 (955) 	 SSIM (current): 0.9601 (955)
[2024-06-05 01:24:24,754] - INFO: Evaluation over.
[2024-06-05 01:24:41,607] - INFO: Epoch 956/9999, Iter 47760: Loss = 0.014254936948418617, lr = [0.0001]
[2024-06-05 01:25:08,668] - INFO: Epoch 956/9999, Iter 47780: Loss = 0.011390049941837788, lr = [0.0001]
[2024-06-05 01:25:36,031] - INFO: Epoch 957/9999, Iter 47800: Loss = 0.01822482794523239, lr = [0.0001]
[2024-06-05 01:26:02,494] - INFO: Epoch 957/9999, Iter 47820: Loss = 0.019663173705339432, lr = [0.0001]
[2024-06-05 01:26:28,753] - INFO: Epoch 957/9999, Iter 47840: Loss = 0.010937439277768135, lr = [0.0001]
[2024-06-05 01:26:56,374] - INFO: Epoch 958/9999, Iter 47860: Loss = 0.013644732534885406, lr = [0.0001]
[2024-06-05 01:27:22,741] - INFO: Epoch 958/9999, Iter 47880: Loss = 0.012792547233402729, lr = [0.0001]
[2024-06-05 01:27:50,474] - INFO: Epoch 959/9999, Iter 47900: Loss = 0.012340481393039227, lr = [0.0001]
[2024-06-05 01:28:16,962] - INFO: Epoch 959/9999, Iter 47920: Loss = 0.011842113919556141, lr = [0.0001]