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5122 lines
906 KiB
5122 lines
906 KiB
Epoch: [1][ 1/2490] Time 1.903 ( 1.903) Data 0.000 ( 0.000) Pixel loss 0.002160 (0.002160) Content loss 0.678612 (0.678612) Adversarial loss 0.000120 (0.000120) D(HR) 0.701 ( 0.701) D(SR) 0.053 ( 0.053)
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Epoch: [1][ 101/2490] Time 0.185 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.002645 (0.002387) Content loss 0.754395 (0.665500) Adversarial loss 0.000000 (0.000002) D(HR) 0.987 ( 0.959) D(SR) 0.001 ( 0.001)
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Epoch: [1][ 201/2490] Time 0.183 ( 0.202) Data 0.000 ( 0.000) Pixel loss 0.002106 (0.002390) Content loss 0.447822 (0.650160) Adversarial loss 0.000000 (0.000001) D(HR) 0.986 ( 0.973) D(SR) 0.000 ( 0.001)
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Epoch: [1][ 301/2490] Time 0.190 ( 0.198) Data 0.000 ( 0.000) Pixel loss 0.002433 (0.002364) Content loss 0.642693 (0.633512) Adversarial loss 0.000000 (0.000001) D(HR) 0.994 ( 0.979) D(SR) 0.000 ( 0.001)
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Epoch: [1][ 401/2490] Time 0.188 ( 0.196) Data 0.000 ( 0.000) Pixel loss 0.002603 (0.002338) Content loss 0.658081 (0.619852) Adversarial loss 0.000000 (0.000001) D(HR) 0.994 ( 0.982) D(SR) 0.000 ( 0.001)
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Epoch: [1][ 501/2490] Time 0.184 ( 0.195) Data 0.000 ( 0.000) Pixel loss 0.001849 (0.002297) Content loss 0.480922 (0.608393) Adversarial loss 0.000000 (0.000000) D(HR) 0.995 ( 0.985) D(SR) 0.000 ( 0.001)
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Epoch: [1][ 601/2490] Time 0.185 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.002632 (0.002245) Content loss 0.590886 (0.598585) Adversarial loss 0.000000 (0.000000) D(HR) 0.996 ( 0.986) D(SR) 0.000 ( 0.000)
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Epoch: [1][ 701/2490] Time 0.192 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.001558 (0.002190) Content loss 0.439273 (0.587009) Adversarial loss 0.000001 (0.000000) D(HR) 0.219 ( 0.984) D(SR) 0.000 ( 0.001)
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Epoch: [1][ 801/2490] Time 0.189 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.001288 (0.002155) Content loss 0.396574 (0.575959) Adversarial loss 0.000000 (0.000000) D(HR) 0.993 ( 0.984) D(SR) 0.000 ( 0.000)
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Epoch: [1][ 901/2490] Time 0.189 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.001808 (0.002079) Content loss 0.428996 (0.559654) Adversarial loss 0.000000 (0.000000) D(HR) 0.997 ( 0.985) D(SR) 0.000 ( 0.000)
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Epoch: [1][1001/2490] Time 0.185 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000987 (0.001999) Content loss 0.427977 (0.544353) Adversarial loss 0.000000 (0.000000) D(HR) 0.995 ( 0.985) D(SR) 0.000 ( 0.000)
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Epoch: [1][1101/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000838 (0.001923) Content loss 0.298095 (0.531309) Adversarial loss 0.000003 (0.000002) D(HR) 0.000 ( 0.959) D(SR) 0.000 ( 0.000)
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Epoch: [1][1201/2490] Time 0.189 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000751 (0.001842) Content loss 0.379352 (0.517843) Adversarial loss 0.000002 (0.000002) D(HR) 0.002 ( 0.887) D(SR) 0.000 ( 0.000)
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Epoch: [1][1301/2490] Time 0.249 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000650 (0.001766) Content loss 0.396198 (0.505563) Adversarial loss 0.000000 (0.000002) D(HR) 0.409 ( 0.832) D(SR) 0.000 ( 0.000)
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Epoch: [1][1401/2490] Time 0.185 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000877 (0.001692) Content loss 0.360504 (0.494512) Adversarial loss 0.000000 (0.000002) D(HR) 0.549 ( 0.790) D(SR) 0.000 ( 0.000)
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Epoch: [1][1501/2490] Time 0.189 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000927 (0.001623) Content loss 0.414170 (0.484300) Adversarial loss 0.000000 (0.000002) D(HR) 0.504 ( 0.754) D(SR) 0.000 ( 0.000)
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Epoch: [1][1601/2490] Time 0.195 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000293 (0.001557) Content loss 0.245791 (0.474682) Adversarial loss 0.000000 (0.000002) D(HR) 0.000 ( 0.729) D(SR) 0.000 ( 0.000)
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Epoch: [1][1701/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000364 (0.001497) Content loss 0.299965 (0.465890) Adversarial loss 0.000000 (0.000001) D(HR) 0.057 ( 0.709) D(SR) 0.000 ( 0.000)
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Epoch: [1][1801/2490] Time 0.189 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000427 (0.001443) Content loss 0.257823 (0.457951) Adversarial loss 0.000000 (0.000001) D(HR) 0.549 ( 0.695) D(SR) 0.000 ( 0.000)
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Epoch: [1][1901/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000362 (0.001390) Content loss 0.331232 (0.450121) Adversarial loss 0.000000 (0.000001) D(HR) 0.519 ( 0.680) D(SR) 0.000 ( 0.000)
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Epoch: [1][2001/2490] Time 0.198 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000278 (0.001342) Content loss 0.316340 (0.443095) Adversarial loss 0.000000 (0.000001) D(HR) 0.003 ( 0.666) D(SR) 0.000 ( 0.000)
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Epoch: [1][2101/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000623 (0.001296) Content loss 0.290315 (0.435959) Adversarial loss 0.000001 (0.000001) D(HR) 0.928 ( 0.657) D(SR) 0.000 ( 0.000)
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Epoch: [1][2201/2490] Time 0.184 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000345 (0.001253) Content loss 0.239686 (0.429559) Adversarial loss 0.000000 (0.000001) D(HR) 0.012 ( 0.651) D(SR) 0.000 ( 0.000)
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Epoch: [1][2301/2490] Time 0.185 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000160 (0.001213) Content loss 0.233889 (0.423535) Adversarial loss 0.000000 (0.000001) D(HR) 0.411 ( 0.661) D(SR) 0.000 ( 0.000)
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Epoch: [1][2401/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000457 (0.001178) Content loss 0.368364 (0.418201) Adversarial loss 0.000000 (0.000001) D(HR) 1.000 ( 0.674) D(SR) 0.000 ( 0.000)
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Test: [1/5] Time 7.097 ( 7.097) PSNR 28.05 (28.05) SSIM 0.9665 (0.9665)
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Test: [2/5] Time 6.686 ( 6.892) PSNR 44.50 (36.27) SSIM 0.9851 (0.9758)
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Test: [3/5] Time 0.566 ( 4.783) PSNR 43.70 (38.75) SSIM 0.9851 (0.9789)
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Test: [4/5] Time 4.462 ( 4.703) PSNR 29.82 (36.52) SSIM 0.9581 (0.9737)
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Test: [5/5] Time 0.574 ( 3.877) PSNR 28.32 (34.88) SSIM 0.9606 (0.9711)
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* Time 3.88 PSNR 34.88 SSIM 0.97
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Epoch: [2][ 1/2490] Time 0.368 ( 0.368) Data 0.000 ( 0.000) Pixel loss 0.000374 (0.000374) Content loss 0.372608 (0.372608) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
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Epoch: [2][ 101/2490] Time 0.190 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000273 (0.000332) Content loss 0.260942 (0.296302) Adversarial loss 0.000000 (0.000000) D(HR) 0.988 ( 0.970) D(SR) 0.000 ( 0.000)
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Epoch: [2][ 201/2490] Time 0.196 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000367 (0.000339) Content loss 0.292782 (0.293060) Adversarial loss 0.000000 (0.000000) D(HR) 0.999 ( 0.981) D(SR) 0.000 ( 0.000)
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Epoch: [2][ 301/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000400 (0.000334) Content loss 0.359003 (0.289847) Adversarial loss 0.000000 (0.000000) D(HR) 0.998 ( 0.984) D(SR) 0.000 ( 0.000)
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Epoch: [2][ 401/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000279 (0.000329) Content loss 0.320173 (0.288444) Adversarial loss 0.000000 (0.000000) D(HR) 0.968 ( 0.979) D(SR) 0.000 ( 0.000)
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Epoch: [2][ 501/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000142 (0.000327) Content loss 0.226423 (0.288686) Adversarial loss 0.000000 (0.000000) D(HR) 0.976 ( 0.981) D(SR) 0.000 ( 0.000)
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Epoch: [2][ 601/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000403 (0.000322) Content loss 0.264335 (0.286704) Adversarial loss 0.000000 (0.000000) D(HR) 0.999 ( 0.980) D(SR) 0.000 ( 0.000)
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Epoch: [2][ 701/2490] Time 0.185 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000267 (0.000321) Content loss 0.220203 (0.284520) Adversarial loss 0.000000 (0.000000) D(HR) 0.999 ( 0.973) D(SR) 0.000 ( 0.000)
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Epoch: [2][ 801/2490] Time 0.186 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000252 (0.000318) Content loss 0.256022 (0.283473) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.971) D(SR) 0.000 ( 0.000)
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Epoch: [2][ 901/2490] Time 0.193 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000185 (0.000312) Content loss 0.243595 (0.283076) Adversarial loss 0.000000 (0.000000) D(HR) 0.998 ( 0.970) D(SR) 0.000 ( 0.000)
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Epoch: [2][1001/2490] Time 0.188 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000224 (0.000308) Content loss 0.264817 (0.282394) Adversarial loss 0.000000 (0.000000) D(HR) 0.927 ( 0.969) D(SR) 0.000 ( 0.000)
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Epoch: [2][1101/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000153 (0.000303) Content loss 0.223843 (0.281437) Adversarial loss 0.000000 (0.000000) D(HR) 0.997 ( 0.970) D(SR) 0.000 ( 0.000)
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Epoch: [2][1201/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000142 (0.000298) Content loss 0.157424 (0.280396) Adversarial loss 0.000000 (0.000000) D(HR) 0.002 ( 0.969) D(SR) 0.000 ( 0.000)
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Epoch: [2][1301/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000224 (0.000296) Content loss 0.298440 (0.279629) Adversarial loss 0.000000 (0.000000) D(HR) 0.999 ( 0.969) D(SR) 0.000 ( 0.000)
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Epoch: [2][1401/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000388 (0.000293) Content loss 0.292043 (0.278980) Adversarial loss 0.000000 (0.000000) D(HR) 0.958 ( 0.968) D(SR) 0.000 ( 0.000)
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Epoch: [2][1501/2490] Time 0.186 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000200 (0.000291) Content loss 0.275441 (0.277994) Adversarial loss 0.000000 (0.000000) D(HR) 0.999 ( 0.966) D(SR) 0.000 ( 0.000)
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Epoch: [2][1601/2490] Time 0.186 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000116 (0.000287) Content loss 0.172586 (0.276858) Adversarial loss 0.000004 (0.000001) D(HR) 0.874 ( 0.959) D(SR) 0.000 ( 0.000)
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Epoch: [2][1701/2490] Time 0.186 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000248 (0.000285) Content loss 0.300929 (0.276804) Adversarial loss 0.000000 (0.000001) D(HR) 1.000 ( 0.961) D(SR) 0.000 ( 0.000)
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Epoch: [2][1801/2490] Time 0.193 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000445 (0.000283) Content loss 0.316065 (0.276184) Adversarial loss 0.000000 (0.000001) D(HR) 1.000 ( 0.961) D(SR) 0.000 ( 0.000)
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Epoch: [2][1901/2490] Time 0.187 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000353 (0.000282) Content loss 0.330530 (0.275708) Adversarial loss 0.000000 (0.000001) D(HR) 1.000 ( 0.961) D(SR) 0.000 ( 0.000)
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Epoch: [2][2001/2490] Time 0.193 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000271 (0.000280) Content loss 0.250832 (0.275257) Adversarial loss 0.000000 (0.000001) D(HR) 1.000 ( 0.962) D(SR) 0.000 ( 0.000)
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Epoch: [2][2101/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000332 (0.000279) Content loss 0.331593 (0.274735) Adversarial loss 0.000000 (0.000001) D(HR) 1.000 ( 0.962) D(SR) 0.000 ( 0.000)
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Epoch: [2][2201/2490] Time 0.186 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000263 (0.000276) Content loss 0.272055 (0.274028) Adversarial loss 0.000000 (0.000001) D(HR) 1.000 ( 0.962) D(SR) 0.000 ( 0.000)
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Epoch: [2][2301/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000143 (0.000274) Content loss 0.209329 (0.273528) Adversarial loss 0.000000 (0.000001) D(HR) 1.000 ( 0.963) D(SR) 0.000 ( 0.000)
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Epoch: [2][2401/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000185 (0.000272) Content loss 0.259345 (0.273251) Adversarial loss 0.000000 (0.000001) D(HR) 0.999 ( 0.964) D(SR) 0.000 ( 0.000)
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Test: [1/5] Time 0.602 ( 0.602) PSNR 34.32 (34.32) SSIM 0.9725 (0.9725)
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Test: [2/5] Time 0.559 ( 0.581) PSNR 42.90 (38.61) SSIM 0.9862 (0.9794)
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Test: [3/5] Time 0.530 ( 0.564) PSNR 42.77 (40.00) SSIM 0.9864 (0.9817)
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Test: [4/5] Time 0.362 ( 0.513) PSNR 37.13 (39.28) SSIM 0.9646 (0.9774)
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Test: [5/5] Time 0.601 ( 0.531) PSNR 34.17 (38.26) SSIM 0.9676 (0.9754)
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* Time 0.53 PSNR 38.26 SSIM 0.98
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x8
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(SR) 0.000 ( 0.000)
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Epoch: [22][1001/2490] Time 0.187 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000391 (0.000399) Content loss 0.265475 (0.258846) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.000)
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Epoch: [22][1101/2490] Time 0.188 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000453 (0.000397) Content loss 0.265218 (0.258808) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.000)
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Epoch: [22][1201/2490] Time 0.190 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000365 (0.000397) Content loss 0.289222 (0.259299) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.000)
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Epoch: [22][1301/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000490 (0.000397) Content loss 0.242770 (0.259649) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.002)
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Epoch: [22][1401/2490] Time 0.247 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000434 (0.000397) Content loss 0.308056 (0.259899) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.002)
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^[[MaoLEpoch: [22][1501/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000445 (0.000396) Content loss 0.287483 (0.260034) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.002)
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Epoch: [22][1601/2490] Time 0.195 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000332 (0.000395) Content loss 0.224782 (0.260191) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.002)
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Epoch: [22][1701/2490] Time 0.187 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000507 (0.000394) Content loss 0.306772 (0.259973) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.002)
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Epoch: [22][1801/2490] Time 0.186 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000248 (0.000392) Content loss 0.276136 (0.259557) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.002)
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Epoch: [22][1901/2490] Time 0.188 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000419 (0.000391) Content loss 0.273288 (0.259490) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.002)
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Epoch: [22][2001/2490] Time 0.196 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000258 (0.000391) Content loss 0.223153 (0.259563) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.998) D(SR) 0.000 ( 0.002)
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Epoch: [22][2101/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000447 (0.000391) Content loss 0.281757 (0.259929) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.998) D(SR) 0.000 ( 0.002)
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Epoch: [22][2201/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000403 (0.000391) Content loss 0.252556 (0.259980) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.002)
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Epoch: [22][2301/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000305 (0.000391) Content loss 0.281523 (0.260224) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.003)
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Epoch: [22][2401/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000275 (0.000391) Content loss 0.161561 (0.260101) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.003)
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Test: [1/5] Time 0.141 ( 0.141) PSNR 23.53 (23.53) SSIM 0.9622 (0.9622)
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Test: [2/5] Time 0.256 ( 0.198) PSNR 38.48 (31.01) SSIM 0.9839 (0.9730)
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Test: [3/5] Time 0.155 ( 0.184) PSNR 38.38 (33.46) SSIM 0.9841 (0.9767)
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Test: [4/5] Time 0.280 ( 0.208) PSNR 30.33 (32.68) SSIM 0.9616 (0.9729)
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Test: [5/5] Time 0.132 ( 0.193) PSNR 23.35 (30.81) SSIM 0.9560 (0.9696)
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* Time 0.19 PSNR 30.81 SSIM 0.97
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Epoch: [23][ 1/2490] Time 0.318 ( 0.318) Data 0.000 ( 0.000) Pixel loss 0.000513 (0.000513) Content loss 0.316500 (0.316500) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.001 ( 0.001)
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Epoch: [23][ 101/2490] Time 0.193 ( 0.195) Data 0.000 ( 0.000) Pixel loss 0.000379 (0.000396) Content loss 0.266199 (0.261327) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.997) D(SR) 0.000 ( 0.000)
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Epoch: [23][ 201/2490] Time 0.193 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000399 (0.000386) Content loss 0.281958 (0.259171) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.998) D(SR) 0.000 ( 0.000)
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Epoch: [23][ 301/2490] Time 0.192 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000257 (0.000381) Content loss 0.280532 (0.257822) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.000)
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Epoch: [23][ 401/2490] Time 0.194 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000443 (0.000378) Content loss 0.258293 (0.258421) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.000)
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Epoch: [23][ 501/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000352 (0.000378) Content loss 0.320875 (0.258749) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.000)
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Epoch: [23][ 601/2490] Time 0.194 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000451 (0.000380) Content loss 0.229664 (0.259380) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.001)
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Epoch: [23][ 701/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000535 (0.000383) Content loss 0.352027 (0.259607) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.003)
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|
Epoch: [23][ 801/2490] Time 0.194 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000528 (0.000384) Content loss 0.278338 (0.260078) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.003)
|
|
Epoch: [23][ 901/2490] Time 0.193 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000215 (0.000384) Content loss 0.198597 (0.260472) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.002)
|
|
Epoch: [23][1001/2490] Time 0.196 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000483 (0.000384) Content loss 0.289708 (0.261112) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.002)
|
|
Epoch: [23][1101/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000339 (0.000382) Content loss 0.225794 (0.260435) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.002)
|
|
Epoch: [23][1201/2490] Time 0.194 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000292 (0.000382) Content loss 0.271393 (0.260297) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.003)
|
|
Epoch: [23][1301/2490] Time 0.189 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000500 (0.000380) Content loss 0.232954 (0.260113) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.002)
|
|
Epoch: [23][1401/2490] Time 0.190 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000407 (0.000382) Content loss 0.297436 (0.260291) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.002)
|
|
Epoch: [23][1501/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000380 (0.000382) Content loss 0.284096 (0.260069) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.002)
|
|
Epoch: [23][1601/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000419 (0.000383) Content loss 0.235899 (0.259938) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.002)
|
|
Epoch: [23][1701/2490] Time 0.193 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000484 (0.000382) Content loss 0.310959 (0.259476) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.002)
|
|
Epoch: [23][1801/2490] Time 0.193 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000366 (0.000382) Content loss 0.242775 (0.259381) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.002)
|
|
Epoch: [23][1901/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000253 (0.000381) Content loss 0.257148 (0.259431) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.002)
|
|
Epoch: [23][2001/2490] Time 0.189 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000301 (0.000380) Content loss 0.229938 (0.259519) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.002)
|
|
Epoch: [23][2101/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000498 (0.000380) Content loss 0.258144 (0.259135) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.041 ( 0.002)
|
|
Epoch: [23][2201/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000362 (0.000380) Content loss 0.241835 (0.258999) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.002)
|
|
Epoch: [23][2301/2490] Time 0.186 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000511 (0.000379) Content loss 0.320557 (0.258821) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.007 ( 0.003)
|
|
Epoch: [23][2401/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000223 (0.000378) Content loss 0.158346 (0.258798) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.003)
|
|
Test: [1/5] Time 0.141 ( 0.141) PSNR 24.68 (24.68) SSIM 0.9622 (0.9622)
|
|
Test: [2/5] Time 0.259 ( 0.200) PSNR 39.57 (32.12) SSIM 0.9832 (0.9727)
|
|
Test: [3/5] Time 0.150 ( 0.183) PSNR 39.49 (34.58) SSIM 0.9835 (0.9763)
|
|
Test: [4/5] Time 0.257 ( 0.202) PSNR 32.68 (34.10) SSIM 0.9629 (0.9729)
|
|
Test: [5/5] Time 0.132 ( 0.188) PSNR 24.55 (32.19) SSIM 0.9560 (0.9696)
|
|
* Time 0.19 PSNR 32.19 SSIM 0.97
|
|
|
|
|
|
Epoch: [24][ 1/2490] Time 0.323 ( 0.323) Data 0.000 ( 0.000) Pixel loss 0.000251 (0.000251) Content loss 0.247746 (0.247746) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [24][ 101/2490] Time 0.192 ( 0.196) Data 0.000 ( 0.000) Pixel loss 0.000459 (0.000373) Content loss 0.301931 (0.262266) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.990) D(SR) 0.000 ( 0.010)
|
|
Epoch: [24][ 201/2490] Time 0.186 ( 0.195) Data 0.000 ( 0.000) Pixel loss 0.000545 (0.000378) Content loss 0.364287 (0.263441) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.995) D(SR) 0.000 ( 0.005)
|
|
Epoch: [24][ 301/2490] Time 0.192 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000437 (0.000381) Content loss 0.344497 (0.263330) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.997) D(SR) 0.000 ( 0.003)
|
|
Epoch: [24][ 401/2490] Time 0.192 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000442 (0.000380) Content loss 0.177997 (0.262336) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.997) D(SR) 0.000 ( 0.003)
|
|
Epoch: [24][ 501/2490] Time 0.191 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000282 (0.000386) Content loss 0.191802 (0.263277) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.998) D(SR) 0.000 ( 0.004)
|
|
Epoch: [24][ 601/2490] Time 0.195 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000402 (0.000383) Content loss 0.239461 (0.262524) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.998) D(SR) 0.000 ( 0.003)
|
|
Epoch: [24][ 701/2490] Time 0.193 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000437 (0.000383) Content loss 0.341248 (0.261158) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.998) D(SR) 0.000 ( 0.003)
|
|
Epoch: [24][ 801/2490] Time 0.192 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000348 (0.000380) Content loss 0.184213 (0.260661) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.997) D(SR) 0.000 ( 0.005)
|
|
Epoch: [24][ 901/2490] Time 0.201 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000397 (0.000378) Content loss 0.271146 (0.259893) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.996) D(SR) 0.000 ( 0.005)
|
|
Epoch: [24][1001/2490] Time 0.194 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000414 (0.000378) Content loss 0.233195 (0.259981) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.996) D(SR) 0.000 ( 0.004)
|
|
Epoch: [24][1101/2490] Time 0.192 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000369 (0.000378) Content loss 0.297973 (0.259458) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.996) D(SR) 0.000 ( 0.004)
|
|
Epoch: [24][1201/2490] Time 0.194 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000264 (0.000378) Content loss 0.229415 (0.259640) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.996) D(SR) 0.000 ( 0.005)
|
|
Epoch: [24][1301/2490] Time 0.193 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000420 (0.000377) Content loss 0.294521 (0.259870) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.996) D(SR) 0.000 ( 0.006)
|
|
Epoch: [24][1401/2490] Time 0.192 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000348 (0.000378) Content loss 0.239249 (0.259682) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.995) D(SR) 0.000 ( 0.006)
|
|
Epoch: [24][1501/2490] Time 0.186 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000252 (0.000377) Content loss 0.221494 (0.259549) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.995) D(SR) 0.000 ( 0.006)
|
|
Epoch: [24][1601/2490] Time 0.191 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000468 (0.000377) Content loss 0.261161 (0.259296) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.995) D(SR) 0.000 ( 0.006)
|
|
Epoch: [24][1701/2490] Time 0.186 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000276 (0.000377) Content loss 0.211702 (0.259634) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.996) D(SR) 0.000 ( 0.006)
|
|
Epoch: [24][1801/2490] Time 0.193 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000388 (0.000377) Content loss 0.366096 (0.259673) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.996) D(SR) 0.000 ( 0.005)
|
|
Epoch: [24][1901/2490] Time 0.186 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000380 (0.000376) Content loss 0.306571 (0.259751) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.996) D(SR) 0.000 ( 0.005)
|
|
Epoch: [24][2001/2490] Time 0.198 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000362 (0.000376) Content loss 0.193603 (0.259550) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.996) D(SR) 0.000 ( 0.005)
|
|
Epoch: [24][2101/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000345 (0.000375) Content loss 0.283910 (0.259303) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.996) D(SR) 0.000 ( 0.005)
|
|
Epoch: [24][2201/2490] Time 0.195 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000352 (0.000375) Content loss 0.239923 (0.259162) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.996) D(SR) 0.000 ( 0.005)
|
|
Epoch: [24][2301/2490] Time 0.193 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000274 (0.000375) Content loss 0.225653 (0.258868) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.996) D(SR) 0.000 ( 0.005)
|
|
Epoch: [24][2401/2490] Time 0.201 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000426 (0.000374) Content loss 0.273001 (0.258831) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.995) D(SR) 0.000 ( 0.005)
|
|
Test: [1/5] Time 0.144 ( 0.144) PSNR 23.16 (23.16) SSIM 0.9591 (0.9591)
|
|
Test: [2/5] Time 0.267 ( 0.206) PSNR 37.15 (30.16) SSIM 0.9824 (0.9707)
|
|
Test: [3/5] Time 0.139 ( 0.184) PSNR 37.04 (32.45) SSIM 0.9827 (0.9747)
|
|
Test: [4/5] Time 0.271 ( 0.205) PSNR 29.91 (31.82) SSIM 0.9597 (0.9709)
|
|
Test: [5/5] Time 0.132 ( 0.191) PSNR 22.95 (30.04) SSIM 0.9520 (0.9672)
|
|
* Time 0.19 PSNR 30.04 SSIM 0.97
|
|
|
|
|
|
Epoch: [25][ 1/2490] Time 0.269 ( 0.269) Data 0.000 ( 0.000) Pixel loss 0.000485 (0.000485) Content loss 0.267782 (0.267782) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [25][ 101/2490] Time 0.193 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000393 (0.000381) Content loss 0.318876 (0.254840) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [25][ 201/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000375 (0.000376) Content loss 0.273187 (0.259731) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [25][ 301/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000258 (0.000372) Content loss 0.234750 (0.259161) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.000)
|
|
Epoch: [25][ 401/2490] Time 0.185 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000400 (0.000371) Content loss 0.253976 (0.257763) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.000)
|
|
Epoch: [25][ 501/2490] Time 0.189 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000481 (0.000372) Content loss 0.298872 (0.257448) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.997) D(SR) 0.000 ( 0.000)
|
|
Epoch: [25][ 601/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000403 (0.000377) Content loss 0.246464 (0.257385) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.998) D(SR) 0.000 ( 0.000)
|
|
Epoch: [25][ 701/2490] Time 0.193 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000382 (0.000375) Content loss 0.207348 (0.256923) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.997) D(SR) 0.000 ( 0.000)
|
|
Epoch: [25][ 801/2490] Time 0.193 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000346 (0.000378) Content loss 0.230961 (0.257865) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.997) D(SR) 0.000 ( 0.000)
|
|
Epoch: [25][ 901/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000600 (0.000375) Content loss 0.311577 (0.257724) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.997) D(SR) 0.000 ( 0.000)
|
|
Epoch: [25][1001/2490] Time 0.186 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000380 (0.000375) Content loss 0.290563 (0.257162) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.996) D(SR) 0.000 ( 0.000)
|
|
Epoch: [25][1101/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000329 (0.000374) Content loss 0.210492 (0.256911) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.997) D(SR) 0.000 ( 0.000)
|
|
Epoch: [25][1201/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000489 (0.000372) Content loss 0.272093 (0.257366) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.996) D(SR) 0.000 ( 0.000)
|
|
Epoch: [25][1301/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000278 (0.000370) Content loss 0.253066 (0.257163) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.996) D(SR) 0.000 ( 0.000)
|
|
Epoch: [25][1401/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000378 (0.000368) Content loss 0.270005 (0.257320) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.996) D(SR) 0.000 ( 0.000)
|
|
Epoch: [25][1501/2490] Time 0.193 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000282 (0.000367) Content loss 0.249126 (0.257155) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.995) D(SR) 0.000 ( 0.000)
|
|
Epoch: [25][1601/2490] Time 0.195 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000255 (0.000367) Content loss 0.202582 (0.257172) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.995) D(SR) 0.000 ( 0.000)
|
|
Epoch: [25][1701/2490] Time 0.185 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000350 (0.000366) Content loss 0.272734 (0.257045) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.995) D(SR) 0.000 ( 0.001)
|
|
Epoch: [25][1801/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000330 (0.000366) Content loss 0.215177 (0.257651) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.995) D(SR) 0.000 ( 0.001)
|
|
Epoch: [25][1901/2490] Time 0.194 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000218 (0.000364) Content loss 0.218578 (0.257661) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.996) D(SR) 0.000 ( 0.001)
|
|
Epoch: [25][2001/2490] Time 0.186 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000359 (0.000361) Content loss 0.261631 (0.257425) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.995) D(SR) 0.000 ( 0.001)
|
|
Epoch: [25][2101/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000228 (0.000360) Content loss 0.185150 (0.257154) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.995) D(SR) 0.000 ( 0.001)
|
|
Epoch: [25][2201/2490] Time 0.184 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000254 (0.000360) Content loss 0.253710 (0.257299) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.996) D(SR) 0.000 ( 0.001)
|
|
Epoch: [25][2301/2490] Time 0.185 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000161 (0.000360) Content loss 0.205668 (0.257320) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.972) D(SR) 0.000 ( 0.001)
|
|
Epoch: [25][2401/2490] Time 0.188 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000412 (0.000360) Content loss 0.265811 (0.257604) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.957) D(SR) 0.000 ( 0.001)
|
|
Test: [1/5] Time 0.142 ( 0.142) PSNR 24.54 (24.54) SSIM 0.9615 (0.9615)
|
|
Test: [2/5] Time 0.260 ( 0.201) PSNR 37.62 (31.08) SSIM 0.9825 (0.9720)
|
|
Test: [3/5] Time 0.174 ( 0.192) PSNR 37.68 (33.28) SSIM 0.9829 (0.9756)
|
|
Test: [4/5] Time 0.258 ( 0.208) PSNR 31.49 (32.83) SSIM 0.9612 (0.9720)
|
|
Test: [5/5] Time 0.132 ( 0.193) PSNR 24.34 (31.14) SSIM 0.9555 (0.9687)
|
|
* Time 0.19 PSNR 31.14 SSIM 0.97
|
|
|
|
(SR) 0.000 ( 0.000)
|
|
Epoch: [26][1401/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000241 (0.000337) Content loss 0.234998 (0.257699) Adversarial loss 0.000000 (0.000000) D(HR) 0.129 ( 0.599) D(SR) 0.000 ( 0.000)
|
|
Epoch: [26][1501/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000233 (0.000337) Content loss 0.202812 (0.257547) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.597) D(SR) 0.000 ( 0.000)
|
|
Epoch: [26][1601/2490] Time 0.232 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000763 (0.000340) Content loss 0.378112 (0.257732) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.600) D(SR) 0.000 ( 0.000)
|
|
Epoch: [26][1701/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000351 (0.000340) Content loss 0.249836 (0.257345) Adversarial loss 0.000000 (0.000000) D(HR) 0.982 ( 0.601) D(SR) 0.000 ( 0.000)
|
|
Epoch: [26][1801/2490] Time 0.195 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000332 (0.000340) Content loss 0.301346 (0.257771) Adversarial loss 0.000000 (0.000000) D(HR) 0.836 ( 0.603) D(SR) 0.000 ( 0.000)
|
|
Epoch: [26][1901/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000326 (0.000340) Content loss 0.279469 (0.257134) Adversarial loss 0.000000 (0.000000) D(HR) 0.988 ( 0.602) D(SR) 0.000 ( 0.000)
|
|
Epoch: [26][2001/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000250 (0.000341) Content loss 0.210350 (0.256968) Adversarial loss 0.000000 (0.000000) D(HR) 0.001 ( 0.601) D(SR) 0.000 ( 0.000)
|
|
Epoch: [26][2101/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000188 (0.000340) Content loss 0.220084 (0.256601) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.597) D(SR) 0.000 ( 0.000)
|
|
Epoch: [26][2201/2490] Time 0.196 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000338 (0.000341) Content loss 0.222353 (0.256689) Adversarial loss 0.000000 (0.000000) D(HR) 0.935 ( 0.598) D(SR) 0.000 ( 0.000)
|
|
Epoch: [26][2301/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000508 (0.000342) Content loss 0.263070 (0.256577) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.598) D(SR) 0.000 ( 0.000)
|
|
Epoch: [26][2401/2490] Time 0.185 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000287 (0.000343) Content loss 0.234555 (0.256549) Adversarial loss 0.000000 (0.000000) D(HR) 0.255 ( 0.599) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.142 ( 0.142) PSNR 23.98 (23.98) SSIM 0.9617 (0.9617)
|
|
Test: [2/5] Time 0.261 ( 0.202) PSNR 37.61 (30.80) SSIM 0.9825 (0.9721)
|
|
Test: [3/5] Time 0.130 ( 0.178) PSNR 37.56 (33.05) SSIM 0.9828 (0.9757)
|
|
Test: [4/5] Time 0.199 ( 0.183) PSNR 31.22 (32.59) SSIM 0.9615 (0.9721)
|
|
Test: [5/5] Time 0.132 ( 0.173) PSNR 23.83 (30.84) SSIM 0.9551 (0.9687)
|
|
* Time 0.17 PSNR 30.84 SSIM 0.97
|
|
|
|
|
|
Epoch: [27][ 1/2490] Time 0.273 ( 0.273) Data 0.000 ( 0.000) Pixel loss 0.000255 (0.000255) Content loss 0.163010 (0.163010) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [27][ 101/2490] Time 0.194 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000163 (0.000336) Content loss 0.181805 (0.255869) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.510) D(SR) 0.000 ( 0.000)
|
|
Epoch: [27][ 201/2490] Time 0.194 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000280 (0.000349) Content loss 0.279634 (0.260190) Adversarial loss 0.000000 (0.000000) D(HR) 0.855 ( 0.558) D(SR) 0.000 ( 0.000)
|
|
Epoch: [27][ 301/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000317 (0.000345) Content loss 0.236215 (0.257488) Adversarial loss 0.000000 (0.000000) D(HR) 0.736 ( 0.540) D(SR) 0.000 ( 0.000)
|
|
Epoch: [27][ 401/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000353 (0.000347) Content loss 0.216351 (0.257938) Adversarial loss 0.000000 (0.000000) D(HR) 0.996 ( 0.550) D(SR) 0.000 ( 0.000)
|
|
Epoch: [27][ 501/2490] Time 0.188 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000395 (0.000344) Content loss 0.268443 (0.257876) Adversarial loss 0.000000 (0.000000) D(HR) 0.962 ( 0.559) D(SR) 0.000 ( 0.000)
|
|
Epoch: [27][ 601/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000390 (0.000341) Content loss 0.302330 (0.257131) Adversarial loss 0.000000 (0.000000) D(HR) 0.998 ( 0.563) D(SR) 0.000 ( 0.000)
|
|
Epoch: [27][ 701/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000477 (0.000340) Content loss 0.257224 (0.255839) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.564) D(SR) 0.000 ( 0.000)
|
|
Epoch: [27][ 801/2490] Time 0.186 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000288 (0.000342) Content loss 0.239417 (0.256364) Adversarial loss 0.000000 (0.000000) D(HR) 0.981 ( 0.573) D(SR) 0.000 ( 0.000)
|
|
Epoch: [27][ 901/2490] Time 0.186 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000301 (0.000340) Content loss 0.269010 (0.256183) Adversarial loss 0.000000 (0.000000) D(HR) 0.034 ( 0.570) D(SR) 0.000 ( 0.000)
|
|
Epoch: [27][1001/2490] Time 0.195 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000329 (0.000340) Content loss 0.255949 (0.255757) Adversarial loss 0.000000 (0.000000) D(HR) 0.999 ( 0.573) D(SR) 0.000 ( 0.000)
|
|
Epoch: [27][1101/2490] Time 0.194 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000395 (0.000341) Content loss 0.298112 (0.255844) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.577) D(SR) 0.000 ( 0.000)
|
|
Epoch: [27][1201/2490] Time 0.195 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000184 (0.000341) Content loss 0.209373 (0.256093) Adversarial loss 0.000000 (0.000000) D(HR) 0.023 ( 0.583) D(SR) 0.000 ( 0.000)
|
|
Epoch: [27][1301/2490] Time 0.195 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000365 (0.000342) Content loss 0.286166 (0.256618) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.587) D(SR) 0.000 ( 0.000)
|
|
Epoch: [27][1401/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000309 (0.000341) Content loss 0.280127 (0.256831) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.587) D(SR) 0.000 ( 0.000)
|
|
Epoch: [27][1501/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000272 (0.000341) Content loss 0.214193 (0.257009) Adversarial loss 0.000000 (0.000000) D(HR) 0.136 ( 0.587) D(SR) 0.000 ( 0.000)
|
|
Epoch: [27][1601/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000385 (0.000341) Content loss 0.298363 (0.257005) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.586) D(SR) 0.000 ( 0.000)
|
|
Epoch: [27][1701/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000411 (0.000340) Content loss 0.281903 (0.256970) Adversarial loss 0.000000 (0.000000) D(HR) 0.876 ( 0.589) D(SR) 0.000 ( 0.000)
|
|
Epoch: [27][1801/2490] Time 0.186 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000379 (0.000340) Content loss 0.216706 (0.257427) Adversarial loss 0.000000 (0.000000) D(HR) 0.919 ( 0.586) D(SR) 0.000 ( 0.000)
|
|
Epoch: [27][1901/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000370 (0.000340) Content loss 0.218548 (0.257405) Adversarial loss 0.000000 (0.000000) D(HR) 0.602 ( 0.587) D(SR) 0.000 ( 0.000)
|
|
Epoch: [27][2001/2490] Time 0.186 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000378 (0.000339) Content loss 0.287594 (0.257069) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.583) D(SR) 0.000 ( 0.000)
|
|
Epoch: [27][2101/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000457 (0.000338) Content loss 0.329880 (0.256936) Adversarial loss 0.000000 (0.000000) D(HR) 0.999 ( 0.581) D(SR) 0.000 ( 0.000)
|
|
Epoch: [27][2201/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000300 (0.000339) Content loss 0.169880 (0.257109) Adversarial loss 0.000000 (0.000000) D(HR) 0.575 ( 0.582) D(SR) 0.000 ( 0.000)
|
|
Epoch: [27][2301/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000267 (0.000338) Content loss 0.269688 (0.257197) Adversarial loss 0.000000 (0.000000) D(HR) 0.119 ( 0.585) D(SR) 0.000 ( 0.000)
|
|
Epoch: [27][2401/2490] Time 0.194 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000269 (0.000338) Content loss 0.278877 (0.257261) Adversarial loss 0.000000 (0.000000) D(HR) 0.715 ( 0.587) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.141 ( 0.141) PSNR 26.88 (26.88) SSIM 0.9661 (0.9661)
|
|
Test: [2/5] Time 0.259 ( 0.200) PSNR 39.28 (33.08) SSIM 0.9835 (0.9748)
|
|
Test: [3/5] Time 0.155 ( 0.185) PSNR 39.40 (35.19) SSIM 0.9838 (0.9778)
|
|
Test: [4/5] Time 0.219 ( 0.193) PSNR 34.02 (34.90) SSIM 0.9626 (0.9740)
|
|
Test: [5/5] Time 0.132 ( 0.181) PSNR 26.79 (33.27) SSIM 0.9604 (0.9713)
|
|
* Time 0.18 PSNR 33.27 SSIM 0.97
|
|
|
|
|
|
|
|
|
|
Epoch: [30][ 1/2490] Time 0.332 ( 0.332) Data 0.000 ( 0.000) Pixel loss 0.000282 (0.000282) Content loss 0.262853 (0.262853) Adversarial loss 0.000000 (0.000000) D(HR) 0.993 ( 0.993) D(SR) 0.000 ( 0.000)
|
|
Epoch: [30][ 101/2490] Time 0.193 ( 0.195) Data 0.000 ( 0.000) Pixel loss 0.000418 (0.000316) Content loss 0.304582 (0.257137) Adversarial loss 0.000000 (0.000000) D(HR) 0.966 ( 0.620) D(SR) 0.000 ( 0.000)
|
|
Epoch: [30][ 201/2490] Time 0.192 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000394 (0.000319) Content loss 0.308481 (0.253436) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.589) D(SR) 0.000 ( 0.000)
|
|
Epoch: [30][ 301/2490] Time 0.190 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000292 (0.000324) Content loss 0.206470 (0.254655) Adversarial loss 0.000000 (0.000000) D(HR) 0.590 ( 0.618) D(SR) 0.000 ( 0.000)
|
|
Epoch: [30][ 401/2490] Time 0.193 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000406 (0.000323) Content loss 0.270223 (0.255094) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.618) D(SR) 0.000 ( 0.000)
|
|
Epoch: [30][ 501/2490] Time 0.190 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000339 (0.000321) Content loss 0.245619 (0.254751) Adversarial loss 0.000000 (0.000000) D(HR) 0.401 ( 0.612) D(SR) 0.000 ( 0.000)
|
|
Epoch: [30][ 601/2490] Time 0.194 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000307 (0.000320) Content loss 0.222351 (0.255362) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.617) D(SR) 0.000 ( 0.000)
|
|
Epoch: [30][ 701/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000394 (0.000319) Content loss 0.284194 (0.253975) Adversarial loss 0.000000 (0.000000) D(HR) 0.940 ( 0.601) D(SR) 0.000 ( 0.000)
|
|
Epoch: [30][ 801/2490] Time 0.187 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000301 (0.000318) Content loss 0.185443 (0.253905) Adversarial loss 0.000000 (0.000000) D(HR) 0.775 ( 0.603) D(SR) 0.000 ( 0.000)
|
|
Epoch: [30][ 901/2490] Time 0.190 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000303 (0.000317) Content loss 0.260099 (0.254254) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.601) D(SR) 0.000 ( 0.000)
|
|
Epoch: [30][1001/2490] Time 0.190 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000417 (0.000317) Content loss 0.257086 (0.253831) Adversarial loss 0.000000 (0.000000) D(HR) 0.034 ( 0.598) D(SR) 0.000 ( 0.000)
|
|
Epoch: [30][1101/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000347 (0.000316) Content loss 0.251521 (0.253421) Adversarial loss 0.000000 (0.000000) D(HR) 0.990 ( 0.600) D(SR) 0.000 ( 0.000)
|
|
Epoch: [30][1201/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000405 (0.000316) Content loss 0.361270 (0.253428) Adversarial loss 0.000000 (0.000000) D(HR) 0.997 ( 0.602) D(SR) 0.000 ( 0.000)
|
|
Epoch: [30][1301/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000344 (0.000314) Content loss 0.243592 (0.252972) Adversarial loss 0.000000 (0.000000) D(HR) 0.997 ( 0.602) D(SR) 0.000 ( 0.000)
|
|
Epoch: [30][1401/2490] Time 0.193 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000180 (0.000314) Content loss 0.162743 (0.252941) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.601) D(SR) 0.000 ( 0.000)
|
|
Epoch: [30][1501/2490] Time 0.190 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000272 (0.000315) Content loss 0.309745 (0.252907) Adversarial loss 0.000000 (0.000000) D(HR) 0.890 ( 0.599) D(SR) 0.000 ( 0.000)
|
|
Epoch: [30][1601/2490] Time 0.186 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000360 (0.000315) Content loss 0.300286 (0.253045) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.600) D(SR) 0.000 ( 0.000)
|
|
Epoch: [30][1701/2490] Time 0.194 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000300 (0.000316) Content loss 0.204453 (0.252869) Adversarial loss 0.000000 (0.000000) D(HR) 0.901 ( 0.599) D(SR) 0.000 ( 0.000)
|
|
Epoch: [30][1801/2490] Time 0.241 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000430 (0.000316) Content loss 0.316534 (0.252857) Adversarial loss 0.000000 (0.000000) D(HR) 0.815 ( 0.602) D(SR) 0.000 ( 0.000)
|
|
Epoch: [30][1901/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000181 (0.000316) Content loss 0.160729 (0.252541) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.600) D(SR) 0.000 ( 0.000)
|
|
Epoch: [30][2001/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000201 (0.000314) Content loss 0.180226 (0.252758) Adversarial loss 0.000000 (0.000000) D(HR) 0.001 ( 0.600) D(SR) 0.000 ( 0.000)
|
|
Epoch: [30][2101/2490] Time 0.197 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000222 (0.000314) Content loss 0.250231 (0.253029) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.599) D(SR) 0.000 ( 0.000)
|
|
Epoch: [30][2201/2490] Time 0.193 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000374 (0.000314) Content loss 0.271080 (0.253224) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.598) D(SR) 0.000 ( 0.000)
|
|
Epoch: [30][2301/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000309 (0.000314) Content loss 0.305814 (0.253245) Adversarial loss 0.000000 (0.000000) D(HR) 0.997 ( 0.597) D(SR) 0.000 ( 0.000)
|
|
Epoch: [30][2401/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000322 (0.000315) Content loss 0.316333 (0.253392) Adversarial loss 0.000000 (0.000000) D(HR) 0.824 ( 0.599) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.144 ( 0.144) PSNR 26.43 (26.43) SSIM 0.9649 (0.9649)
|
|
Test: [2/5] Time 0.254 ( 0.199) PSNR 40.02 (33.23) SSIM 0.9818 (0.9733)
|
|
Test: [3/5] Time 0.131 ( 0.177) PSNR 40.04 (35.50) SSIM 0.9823 (0.9763)
|
|
Test: [4/5] Time 0.196 ( 0.182) PSNR 33.88 (35.09) SSIM 0.9628 (0.9729)
|
|
Test: [5/5] Time 0.132 ( 0.172) PSNR 26.32 (33.34) SSIM 0.9581 (0.9700)
|
|
* Time 0.17 PSNR 33.34 SSIM 0.97
|
|
|
|
|
|
####################################################################################################################################
|
|
x8
|
|
Xshell 7 (Build 0157)
|
|
Copyright (c) 2020 NetSarang Computer, Inc. All rights reserved.
|
|
|
|
Type `help' to learn how to use Xshell prompt.
|
|
[C:\~]$ ssh intel@89e265v638.vicp.fun:40389
|
|
|
|
|
|
Host '89e265v638.vicp.fun' resolved to 115.236.153.174.
|
|
Connecting to 115.236.153.174:40389...
|
|
Connection established.
|
|
To escape to local shell, press 'Ctrl+Alt+]'.
|
|
|
|
Welcome to Ubuntu 22.04 LTS (GNU/Linux 5.15.0-25-generic x86_64)
|
|
|
|
* Documentation: https://help.ubuntu.com
|
|
* Management: https://landscape.canonical.com
|
|
* Support: https://ubuntu.com/advantage
|
|
|
|
277 updates can be applied immediately.
|
|
1 of these updates is a standard security update.
|
|
To see these additional updates run: apt list --upgradable
|
|
|
|
|
|
The list of available updates is more than a week old.
|
|
To check for new updates run: sudo apt update
|
|
|
|
1 updates could not be installed automatically. For more details,
|
|
see /var/log/unattended-upgrades/unattended-upgrades.log
|
|
*** System restart required ***
|
|
Last login: Sat May 11 14:52:20 2024 from 10.66.246.51
|
|
-bash: /etc/profile: 权限不够
|
|
-bash-5.1$ sudo -s
|
|
[sudo] intel 的密码：
|
|
(base) root@intel-Super-Server:/home/intel# screen -D -r lzk
|
|
[detached from 2269226.lzk]
|
|
(base) root@intel-Super-Server:/home/intel#
|
|
Socket error Event: 32 Error: 10053.
|
|
Connection closing...Socket close.
|
|
|
|
Connection closed by foreign host.
|
|
|
|
Disconnected from remote host(89e265v638.vicp.fun:40389) at 20:38:24.
|
|
|
|
Type `help' to learn how to use Xshell prompt.
|
|
[C:\~]$ ssh intel@89e265v638.vicp.fun:40389
|
|
|
|
|
|
Host '89e265v638.vicp.fun' resolved to 115.236.153.174.
|
|
Connecting to 115.236.153.174:40389...
|
|
Connection established.
|
|
To escape to local shell, press 'Ctrl+Alt+]'.
|
|
|
|
Welcome to Ubuntu 22.04 LTS (GNU/Linux 5.15.0-25-generic x86_64)
|
|
|
|
* Documentation: https://help.ubuntu.com
|
|
* Management: https://landscape.canonical.com
|
|
* Support: https://ubuntu.com/advantage
|
|
|
|
277 updates can be applied immediately.
|
|
1 of these updates is a standard security update.
|
|
To see these additional updates run: apt list --upgradable
|
|
|
|
|
|
The list of available updates is more than a week old.
|
|
To check for new updates run: sudo apt update
|
|
|
|
1 updates could not be installed automatically. For more details,
|
|
see /var/log/unattended-upgrades/unattended-upgrades.log
|
|
*** System restart required ***
|
|
Last login: Sat May 11 20:06:44 2024 from 10.66.246.51
|
|
-bash: /etc/profile: 权限不够
|
|
-bash-5.1$ sudo -s
|
|
[sudo] intel 的密码：
|
|
(base) root@intel-Super-Server:/home/intel# screen -D -r lzk
|
|
[detached from 2269226.lzk]
|
|
(base) root@intel-Super-Server:/home/intel# screen -r aixcoder
|
|
[detached from 682045.aixcoder]
|
|
(base) root@intel-Super-Server:/home/intel# screen -r aixcoder
|
|
[detached from 682045.aixcoder]
|
|
(base) root@intel-Super-Server:/home/intel# screen -r
|
|
There are several suitable screens on:
|
|
1183295.1 (2024年05月09日 19时51分46秒) (Detached)
|
|
1175414.test (2024年05月09日 18时25分43秒) (Detached)
|
|
1137988.4 (2024年05月09日 12时37分25秒) (Detached)
|
|
1084315.Qwen (2024年05月07日 09时45分57秒) (Detached)
|
|
1061200.pipe (2024年05月05日 19时58分27秒) (Detached)
|
|
825795.1 (2024年04月28日 10时28分17秒) (Detached)
|
|
777433.2 (2024年04月27日 19时00分21秒) (Detached)
|
|
682045.aixcoder (2024年04月26日 08时03分20秒) (Detached)
|
|
383583.0 (2024年04月25日 17时02分59秒) (Detached)
|
|
2367278.mix (2024年04月19日 10时24分35秒) (Detached)
|
|
2269226.lzk (2024年04月17日 18时23分41秒) (Detached)
|
|
Type "screen [-d] -r [pid.]tty.host" to resume one of them.
|
|
(base) root@intel-Super-Server:/home/intel# screen -r Qwen
|
|
[detached from 1084315.Qwen]
|
|
(base) root@intel-Super-Server:/home/intel# nvidia-smi
|
|
Sat May 11 21:15:49 2024
|
|
+-----------------------------------------------------------------------------------------+
|
|
| NVIDIA-SMI 550.67 Driver Version: 550.67 CUDA Version: 12.4 |
|
|
|-----------------------------------------+------------------------+----------------------+
|
|
| GPU Name Persistence-M | Bus-Id Disp.A | Volatile Uncorr. ECC |
|
|
| Fan Temp Perf Pwr:Usage/Cap | Memory-Usage | GPU-Util Compute M. |
|
|
| | | MIG M. |
|
|
|=========================================+========================+======================|
|
|
| 0 NVIDIA GeForce RTX 4090 Off | 00000000:31:00.0 Off | Off |
|
|
| 0% 33C P2 56W / 450W | 3624MiB / 24564MiB | 0% Default |
|
|
| | | N/A |
|
|
+-----------------------------------------+------------------------+----------------------+
|
|
| 1 NVIDIA GeForce RTX 4090 Off | 00000000:4B:00.0 Off | Off |
|
|
| 0% 36C P2 111W / 450W | 11564MiB / 24564MiB | 35% Default |
|
|
| | | N/A |
|
|
+-----------------------------------------+------------------------+----------------------+
|
|
| 2 NVIDIA GeForce RTX 4090 Off | 00000000:B1:00.0 Off | Off |
|
|
| 0% 34C P2 52W / 450W | 4464MiB / 24564MiB | 0% Default |
|
|
| | | N/A |
|
|
+-----------------------------------------+------------------------+----------------------+
|
|
| 3 NVIDIA GeForce RTX 4090 Off | 00000000:CA:00.0 Off | Off |
|
|
| 0% 35C P2 53W / 450W | 4840MiB / 24564MiB | 0% Default |
|
|
| | | N/A |
|
|
+-----------------------------------------+------------------------+----------------------+
|
|
|
|
+-----------------------------------------------------------------------------------------+
|
|
| Processes: |
|
|
| GPU GI CI PID Type Process name GPU Memory |
|
|
| ID ID Usage |
|
|
|=========================================================================================|
|
|
| 0 N/A N/A 3292 G /usr/lib/xorg/Xorg 4MiB |
|
|
| 0 N/A N/A 1250754 C python 404MiB |
|
|
| 0 N/A N/A 1254417 C python 3198MiB |
|
|
| 1 N/A N/A 3292 G /usr/lib/xorg/Xorg 4MiB |
|
|
| 1 N/A N/A 1250754 C python 7096MiB |
|
|
| 1 N/A N/A 1254417 C python 4446MiB |
|
|
| 2 N/A N/A 3292 G /usr/lib/xorg/Xorg 4MiB |
|
|
| 2 N/A N/A 1254417 C python 4446MiB |
|
|
| 3 N/A N/A 3292 G /usr/lib/xorg/Xorg 4MiB |
|
|
| 3 N/A N/A 1254417 C python 4822MiB |
|
|
+-----------------------------------------------------------------------------------------+
|
|
(base) root@intel-Super-Server:/home/intel# screen -r lzk
|
|
[detached from 2269226.lzk]
|
|
(base) root@intel-Super-Server:/home/intel# screen -r Qwen
|
|
[detached from 1084315.Qwen]
|
|
(base) root@intel-Super-Server:/home/intel# screen -r lzk
|
|
[detached from 2269226.lzk]
|
|
(base) root@intel-Super-Server:/home/intel# screen -r lzk
|
|
|
|
(SR) 0.000 ( 0.000)
|
|
Epoch: [22][1001/2490] Time 0.187 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000391 (0.000399) Content loss 0.265475 (0.258846) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.000)
|
|
Epoch: [22][1101/2490] Time 0.188 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000453 (0.000397) Content loss 0.265218 (0.258808) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.000)
|
|
Epoch: [22][1201/2490] Time 0.190 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000365 (0.000397) Content loss 0.289222 (0.259299) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.000)
|
|
Epoch: [22][1301/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000490 (0.000397) Content loss 0.242770 (0.259649) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.002)
|
|
Epoch: [22][1401/2490] Time 0.247 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000434 (0.000397) Content loss 0.308056 (0.259899) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.002)
|
|
^[[MaoLEpoch: [22][1501/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000445 (0.000396) Content loss 0.287483 (0.260034) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.002)
|
|
Epoch: [22][1601/2490] Time 0.195 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000332 (0.000395) Content loss 0.224782 (0.260191) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.002)
|
|
Epoch: [22][1701/2490] Time 0.187 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000507 (0.000394) Content loss 0.306772 (0.259973) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.002)
|
|
Epoch: [22][1801/2490] Time 0.186 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000248 (0.000392) Content loss 0.276136 (0.259557) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.002)
|
|
Epoch: [22][1901/2490] Time 0.188 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000419 (0.000391) Content loss 0.273288 (0.259490) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.002)
|
|
Epoch: [22][2001/2490] Time 0.196 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000258 (0.000391) Content loss 0.223153 (0.259563) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.998) D(SR) 0.000 ( 0.002)
|
|
Epoch: [22][2101/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000447 (0.000391) Content loss 0.281757 (0.259929) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.998) D(SR) 0.000 ( 0.002)
|
|
Epoch: [22][2201/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000403 (0.000391) Content loss 0.252556 (0.259980) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.002)
|
|
Epoch: [22][2301/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000305 (0.000391) Content loss 0.281523 (0.260224) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.003)
|
|
Epoch: [22][2401/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000275 (0.000391) Content loss 0.161561 (0.260101) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.003)
|
|
Test: [1/5] Time 0.141 ( 0.141) PSNR 23.53 (23.53) SSIM 0.9622 (0.9622)
|
|
Test: [2/5] Time 0.256 ( 0.198) PSNR 38.48 (31.01) SSIM 0.9839 (0.9730)
|
|
Test: [3/5] Time 0.155 ( 0.184) PSNR 38.38 (33.46) SSIM 0.9841 (0.9767)
|
|
Test: [4/5] Time 0.280 ( 0.208) PSNR 30.33 (32.68) SSIM 0.9616 (0.9729)
|
|
Test: [5/5] Time 0.132 ( 0.193) PSNR 23.35 (30.81) SSIM 0.9560 (0.9696)
|
|
* Time 0.19 PSNR 30.81 SSIM 0.97
|
|
|
|
|
|
Epoch: [23][ 1/2490] Time 0.318 ( 0.318) Data 0.000 ( 0.000) Pixel loss 0.000513 (0.000513) Content loss 0.316500 (0.316500) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.001 ( 0.001)
|
|
Epoch: [23][ 101/2490] Time 0.193 ( 0.195) Data 0.000 ( 0.000) Pixel loss 0.000379 (0.000396) Content loss 0.266199 (0.261327) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.997) D(SR) 0.000 ( 0.000)
|
|
Epoch: [23][ 201/2490] Time 0.193 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000399 (0.000386) Content loss 0.281958 (0.259171) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.998) D(SR) 0.000 ( 0.000)
|
|
Epoch: [23][ 301/2490] Time 0.192 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000257 (0.000381) Content loss 0.280532 (0.257822) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.000)
|
|
Epoch: [23][ 401/2490] Time 0.194 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000443 (0.000378) Content loss 0.258293 (0.258421) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.000)
|
|
Epoch: [23][ 501/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000352 (0.000378) Content loss 0.320875 (0.258749) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.000)
|
|
Epoch: [23][ 601/2490] Time 0.194 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000451 (0.000380) Content loss 0.229664 (0.259380) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.001)
|
|
Epoch: [23][ 701/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000535 (0.000383) Content loss 0.352027 (0.259607) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.003)
|
|
Epoch: [23][ 801/2490] Time 0.194 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000528 (0.000384) Content loss 0.278338 (0.260078) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.003)
|
|
Epoch: [23][ 901/2490] Time 0.193 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000215 (0.000384) Content loss 0.198597 (0.260472) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.002)
|
|
Epoch: [23][1001/2490] Time 0.196 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000483 (0.000384) Content loss 0.289708 (0.261112) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.002)
|
|
Epoch: [23][1101/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000339 (0.000382) Content loss 0.225794 (0.260435) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.002)
|
|
Epoch: [23][1201/2490] Time 0.194 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000292 (0.000382) Content loss 0.271393 (0.260297) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.003)
|
|
Epoch: [23][1301/2490] Time 0.189 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000500 (0.000380) Content loss 0.232954 (0.260113) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.002)
|
|
Epoch: [23][1401/2490] Time 0.190 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000407 (0.000382) Content loss 0.297436 (0.260291) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.002)
|
|
Epoch: [23][1501/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000380 (0.000382) Content loss 0.284096 (0.260069) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.002)
|
|
Epoch: [23][1601/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000419 (0.000383) Content loss 0.235899 (0.259938) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.002)
|
|
Epoch: [23][1701/2490] Time 0.193 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000484 (0.000382) Content loss 0.310959 (0.259476) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.002)
|
|
Epoch: [23][1801/2490] Time 0.193 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000366 (0.000382) Content loss 0.242775 (0.259381) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.002)
|
|
Epoch: [23][1901/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000253 (0.000381) Content loss 0.257148 (0.259431) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.002)
|
|
Epoch: [23][2001/2490] Time 0.189 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000301 (0.000380) Content loss 0.229938 (0.259519) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.002)
|
|
Epoch: [23][2101/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000498 (0.000380) Content loss 0.258144 (0.259135) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.041 ( 0.002)
|
|
Epoch: [23][2201/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000362 (0.000380) Content loss 0.241835 (0.258999) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.002)
|
|
Epoch: [23][2301/2490] Time 0.186 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000511 (0.000379) Content loss 0.320557 (0.258821) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.007 ( 0.003)
|
|
Epoch: [23][2401/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000223 (0.000378) Content loss 0.158346 (0.258798) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.003)
|
|
Test: [1/5] Time 0.141 ( 0.141) PSNR 24.68 (24.68) SSIM 0.9622 (0.9622)
|
|
Test: [2/5] Time 0.259 ( 0.200) PSNR 39.57 (32.12) SSIM 0.9832 (0.9727)
|
|
Test: [3/5] Time 0.150 ( 0.183) PSNR 39.49 (34.58) SSIM 0.9835 (0.9763)
|
|
Test: [4/5] Time 0.257 ( 0.202) PSNR 32.68 (34.10) SSIM 0.9629 (0.9729)
|
|
Test: [5/5] Time 0.132 ( 0.188) PSNR 24.55 (32.19) SSIM 0.9560 (0.9696)
|
|
* Time 0.19 PSNR 32.19 SSIM 0.97
|
|
|
|
|
|
Epoch: [24][ 1/2490] Time 0.323 ( 0.323) Data 0.000 ( 0.000) Pixel loss 0.000251 (0.000251) Content loss 0.247746 (0.247746) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [24][ 101/2490] Time 0.192 ( 0.196) Data 0.000 ( 0.000) Pixel loss 0.000459 (0.000373) Content loss 0.301931 (0.262266) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.990) D(SR) 0.000 ( 0.010)
|
|
Epoch: [24][ 201/2490] Time 0.186 ( 0.195) Data 0.000 ( 0.000) Pixel loss 0.000545 (0.000378) Content loss 0.364287 (0.263441) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.995) D(SR) 0.000 ( 0.005)
|
|
Epoch: [24][ 301/2490] Time 0.192 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000437 (0.000381) Content loss 0.344497 (0.263330) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.997) D(SR) 0.000 ( 0.003)
|
|
Epoch: [24][ 401/2490] Time 0.192 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000442 (0.000380) Content loss 0.177997 (0.262336) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.997) D(SR) 0.000 ( 0.003)
|
|
Epoch: [24][ 501/2490] Time 0.191 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000282 (0.000386) Content loss 0.191802 (0.263277) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.998) D(SR) 0.000 ( 0.004)
|
|
Epoch: [24][ 601/2490] Time 0.195 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000402 (0.000383) Content loss 0.239461 (0.262524) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.998) D(SR) 0.000 ( 0.003)
|
|
Epoch: [24][ 701/2490] Time 0.193 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000437 (0.000383) Content loss 0.341248 (0.261158) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.998) D(SR) 0.000 ( 0.003)
|
|
Epoch: [24][ 801/2490] Time 0.192 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000348 (0.000380) Content loss 0.184213 (0.260661) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.997) D(SR) 0.000 ( 0.005)
|
|
Epoch: [24][ 901/2490] Time 0.201 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000397 (0.000378) Content loss 0.271146 (0.259893) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.996) D(SR) 0.000 ( 0.005)
|
|
Epoch: [24][1001/2490] Time 0.194 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000414 (0.000378) Content loss 0.233195 (0.259981) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.996) D(SR) 0.000 ( 0.004)
|
|
Epoch: [24][1101/2490] Time 0.192 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000369 (0.000378) Content loss 0.297973 (0.259458) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.996) D(SR) 0.000 ( 0.004)
|
|
Epoch: [24][1201/2490] Time 0.194 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000264 (0.000378) Content loss 0.229415 (0.259640) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.996) D(SR) 0.000 ( 0.005)
|
|
Epoch: [24][1301/2490] Time 0.193 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000420 (0.000377) Content loss 0.294521 (0.259870) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.996) D(SR) 0.000 ( 0.006)
|
|
Epoch: [24][1401/2490] Time 0.192 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000348 (0.000378) Content loss 0.239249 (0.259682) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.995) D(SR) 0.000 ( 0.006)
|
|
Epoch: [24][1501/2490] Time 0.186 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000252 (0.000377) Content loss 0.221494 (0.259549) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.995) D(SR) 0.000 ( 0.006)
|
|
Epoch: [24][1601/2490] Time 0.191 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000468 (0.000377) Content loss 0.261161 (0.259296) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.995) D(SR) 0.000 ( 0.006)
|
|
Epoch: [24][1701/2490] Time 0.186 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000276 (0.000377) Content loss 0.211702 (0.259634) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.996) D(SR) 0.000 ( 0.006)
|
|
Epoch: [24][1801/2490] Time 0.193 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000388 (0.000377) Content loss 0.366096 (0.259673) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.996) D(SR) 0.000 ( 0.005)
|
|
Epoch: [24][1901/2490] Time 0.186 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000380 (0.000376) Content loss 0.306571 (0.259751) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.996) D(SR) 0.000 ( 0.005)
|
|
Epoch: [24][2001/2490] Time 0.198 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000362 (0.000376) Content loss 0.193603 (0.259550) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.996) D(SR) 0.000 ( 0.005)
|
|
Epoch: [24][2101/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000345 (0.000375) Content loss 0.283910 (0.259303) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.996) D(SR) 0.000 ( 0.005)
|
|
Epoch: [24][2201/2490] Time 0.195 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000352 (0.000375) Content loss 0.239923 (0.259162) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.996) D(SR) 0.000 ( 0.005)
|
|
Epoch: [24][2301/2490] Time 0.193 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000274 (0.000375) Content loss 0.225653 (0.258868) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.996) D(SR) 0.000 ( 0.005)
|
|
Epoch: [24][2401/2490] Time 0.201 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000426 (0.000374) Content loss 0.273001 (0.258831) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.995) D(SR) 0.000 ( 0.005)
|
|
Test: [1/5] Time 0.144 ( 0.144) PSNR 23.16 (23.16) SSIM 0.9591 (0.9591)
|
|
Test: [2/5] Time 0.267 ( 0.206) PSNR 37.15 (30.16) SSIM 0.9824 (0.9707)
|
|
Test: [3/5] Time 0.139 ( 0.184) PSNR 37.04 (32.45) SSIM 0.9827 (0.9747)
|
|
Test: [4/5] Time 0.271 ( 0.205) PSNR 29.91 (31.82) SSIM 0.9597 (0.9709)
|
|
Test: [5/5] Time 0.132 ( 0.191) PSNR 22.95 (30.04) SSIM 0.9520 (0.9672)
|
|
* Time 0.19 PSNR 30.04 SSIM 0.97
|
|
|
|
|
|
Epoch: [25][ 1/2490] Time 0.269 ( 0.269) Data 0.000 ( 0.000) Pixel loss 0.000485 (0.000485) Content loss 0.267782 (0.267782) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [25][ 101/2490] Time 0.193 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000393 (0.000381) Content loss 0.318876 (0.254840) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [25][ 201/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000375 (0.000376) Content loss 0.273187 (0.259731) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [25][ 301/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000258 (0.000372) Content loss 0.234750 (0.259161) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.000)
|
|
Epoch: [25][ 401/2490] Time 0.185 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000400 (0.000371) Content loss 0.253976 (0.257763) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.000)
|
|
Epoch: [25][ 501/2490] Time 0.189 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000481 (0.000372) Content loss 0.298872 (0.257448) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.997) D(SR) 0.000 ( 0.000)
|
|
Epoch: [25][ 601/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000403 (0.000377) Content loss 0.246464 (0.257385) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.998) D(SR) 0.000 ( 0.000)
|
|
Epoch: [25][ 701/2490] Time 0.193 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000382 (0.000375) Content loss 0.207348 (0.256923) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.997) D(SR) 0.000 ( 0.000)
|
|
Epoch: [25][ 801/2490] Time 0.193 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000346 (0.000378) Content loss 0.230961 (0.257865) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.997) D(SR) 0.000 ( 0.000)
|
|
Epoch: [25][ 901/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000600 (0.000375) Content loss 0.311577 (0.257724) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.997) D(SR) 0.000 ( 0.000)
|
|
Epoch: [25][1001/2490] Time 0.186 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000380 (0.000375) Content loss 0.290563 (0.257162) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.996) D(SR) 0.000 ( 0.000)
|
|
Epoch: [25][1101/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000329 (0.000374) Content loss 0.210492 (0.256911) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.997) D(SR) 0.000 ( 0.000)
|
|
Epoch: [25][1201/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000489 (0.000372) Content loss 0.272093 (0.257366) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.996) D(SR) 0.000 ( 0.000)
|
|
Epoch: [25][1301/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000278 (0.000370) Content loss 0.253066 (0.257163) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.996) D(SR) 0.000 ( 0.000)
|
|
Epoch: [25][1401/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000378 (0.000368) Content loss 0.270005 (0.257320) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.996) D(SR) 0.000 ( 0.000)
|
|
Epoch: [25][1501/2490] Time 0.193 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000282 (0.000367) Content loss 0.249126 (0.257155) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.995) D(SR) 0.000 ( 0.000)
|
|
Epoch: [25][1601/2490] Time 0.195 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000255 (0.000367) Content loss 0.202582 (0.257172) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.995) D(SR) 0.000 ( 0.000)
|
|
Epoch: [25][1701/2490] Time 0.185 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000350 (0.000366) Content loss 0.272734 (0.257045) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.995) D(SR) 0.000 ( 0.001)
|
|
Epoch: [25][1801/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000330 (0.000366) Content loss 0.215177 (0.257651) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.995) D(SR) 0.000 ( 0.001)
|
|
Epoch: [25][1901/2490] Time 0.194 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000218 (0.000364) Content loss 0.218578 (0.257661) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.996) D(SR) 0.000 ( 0.001)
|
|
Epoch: [25][2001/2490] Time 0.186 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000359 (0.000361) Content loss 0.261631 (0.257425) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.995) D(SR) 0.000 ( 0.001)
|
|
Epoch: [25][2101/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000228 (0.000360) Content loss 0.185150 (0.257154) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.995) D(SR) 0.000 ( 0.001)
|
|
Epoch: [25][2201/2490] Time 0.184 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000254 (0.000360) Content loss 0.253710 (0.257299) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.996) D(SR) 0.000 ( 0.001)
|
|
Epoch: [25][2301/2490] Time 0.185 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000161 (0.000360) Content loss 0.205668 (0.257320) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.972) D(SR) 0.000 ( 0.001)
|
|
Epoch: [25][2401/2490] Time 0.188 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000412 (0.000360) Content loss 0.265811 (0.257604) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.957) D(SR) 0.000 ( 0.001)
|
|
Test: [1/5] Time 0.142 ( 0.142) PSNR 24.54 (24.54) SSIM 0.9615 (0.9615)
|
|
Test: [2/5] Time 0.260 ( 0.201) PSNR 37.62 (31.08) SSIM 0.9825 (0.9720)
|
|
Test: [3/5] Time 0.174 ( 0.192) PSNR 37.68 (33.28) SSIM 0.9829 (0.9756)
|
|
Test: [4/5] Time 0.258 ( 0.208) PSNR 31.49 (32.83) SSIM 0.9612 (0.9720)
|
|
Test: [5/5] Time 0.132 ( 0.193) PSNR 24.34 (31.14) SSIM 0.9555 (0.9687)
|
|
* Time 0.19 PSNR 31.14 SSIM 0.97
|
|
|
|
|
|
Epoch: [26][ 1/2490] Time 0.287 ( 0.287) Data 0.000 ( 0.000) Pixel loss 0.000343 (0.000343) Content loss 0.223370 (0.223370) Adversarial loss 0.000000 (0.000000) D(HR) 0.999 ( 0.999) D(SR) 0.000 ( 0.000)
|
|
Epoch: [26][ 101/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000410 (0.000334) Content loss 0.307183 (0.258145) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.744) D(SR) 0.000 ( 0.000)
|
|
Epoch: [26][ 201/2490] Time 0.186 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000313 (0.000333) Content loss 0.285884 (0.257215) Adversarial loss 0.000000 (0.000000) D(HR) 0.996 ( 0.663) D(SR) 0.000 ( 0.000)
|
|
Epoch: [26][ 301/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000426 (0.000337) Content loss 0.287134 (0.259084) Adversarial loss 0.000000 (0.000000) D(HR) 0.992 ( 0.623) D(SR) 0.000 ( 0.000)
|
|
Epoch: [26][ 401/2490] Time 0.185 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000298 (0.000334) Content loss 0.192457 (0.259009) Adversarial loss 0.000000 (0.000000) D(HR) 0.979 ( 0.622) D(SR) 0.000 ( 0.000)
|
|
Epoch: [26][ 501/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000318 (0.000335) Content loss 0.209705 (0.258034) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.615) D(SR) 0.000 ( 0.000)
|
|
Epoch: [26][ 601/2490] Time 0.188 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000399 (0.000332) Content loss 0.294218 (0.257689) Adversarial loss 0.000000 (0.000000) D(HR) 0.975 ( 0.609) D(SR) 0.000 ( 0.000)
|
|
Epoch: [26][ 701/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000315 (0.000330) Content loss 0.239617 (0.257108) Adversarial loss 0.000000 (0.000000) D(HR) 0.358 ( 0.591) D(SR) 0.000 ( 0.000)
|
|
Epoch: [26][ 801/2490] Time 0.186 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000416 (0.000332) Content loss 0.284809 (0.257328) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.592) D(SR) 0.000 ( 0.000)
|
|
Epoch: [26][ 901/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000325 (0.000332) Content loss 0.271201 (0.257341) Adversarial loss 0.000000 (0.000000) D(HR) 0.987 ( 0.592) D(SR) 0.000 ( 0.000)
|
|
Epoch: [26][1001/2490] Time 0.185 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000348 (0.000333) Content loss 0.210966 (0.257526) Adversarial loss 0.000000 (0.000000) D(HR) 0.864 ( 0.595) D(SR) 0.000 ( 0.000)
|
|
Epoch: [26][1101/2490] Time 0.193 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000433 (0.000336) Content loss 0.325704 (0.258056) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.603) D(SR) 0.000 ( 0.000)
|
|
Epoch: [26][1201/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000306 (0.000334) Content loss 0.234967 (0.257678) Adversarial loss 0.000000 (0.000000) D(HR) 0.906 ( 0.605) D(SR) 0.000 ( 0.000)
|
|
Epoch: [26][1301/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000245 (0.000336) Content loss 0.216702 (0.256914) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.599) D(SR) 0.000 ( 0.000)
|
|
Epoch: [26][1401/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000241 (0.000337) Content loss 0.234998 (0.257699) Adversarial loss 0.000000 (0.000000) D(HR) 0.129 ( 0.599) D(SR) 0.000 ( 0.000)
|
|
Epoch: [26][1501/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000233 (0.000337) Content loss 0.202812 (0.257547) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.597) D(SR) 0.000 ( 0.000)
|
|
Epoch: [26][1601/2490] Time 0.232 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000763 (0.000340) Content loss 0.378112 (0.257732) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.600) D(SR) 0.000 ( 0.000)
|
|
Epoch: [26][1701/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000351 (0.000340) Content loss 0.249836 (0.257345) Adversarial loss 0.000000 (0.000000) D(HR) 0.982 ( 0.601) D(SR) 0.000 ( 0.000)
|
|
Epoch: [26][1801/2490] Time 0.195 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000332 (0.000340) Content loss 0.301346 (0.257771) Adversarial loss 0.000000 (0.000000) D(HR) 0.836 ( 0.603) D(SR) 0.000 ( 0.000)
|
|
Epoch: [26][1901/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000326 (0.000340) Content loss 0.279469 (0.257134) Adversarial loss 0.000000 (0.000000) D(HR) 0.988 ( 0.602) D(SR) 0.000 ( 0.000)
|
|
Epoch: [26][2001/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000250 (0.000341) Content loss 0.210350 (0.256968) Adversarial loss 0.000000 (0.000000) D(HR) 0.001 ( 0.601) D(SR) 0.000 ( 0.000)
|
|
Epoch: [26][2101/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000188 (0.000340) Content loss 0.220084 (0.256601) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.597) D(SR) 0.000 ( 0.000)
|
|
Epoch: [26][2201/2490] Time 0.196 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000338 (0.000341) Content loss 0.222353 (0.256689) Adversarial loss 0.000000 (0.000000) D(HR) 0.935 ( 0.598) D(SR) 0.000 ( 0.000)
|
|
Epoch: [26][2301/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000508 (0.000342) Content loss 0.263070 (0.256577) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.598) D(SR) 0.000 ( 0.000)
|
|
Epoch: [26][2401/2490] Time 0.185 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000287 (0.000343) Content loss 0.234555 (0.256549) Adversarial loss 0.000000 (0.000000) D(HR) 0.255 ( 0.599) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.142 ( 0.142) PSNR 23.98 (23.98) SSIM 0.9617 (0.9617)
|
|
Test: [2/5] Time 0.261 ( 0.202) PSNR 37.61 (30.80) SSIM 0.9825 (0.9721)
|
|
Test: [3/5] Time 0.130 ( 0.178) PSNR 37.56 (33.05) SSIM 0.9828 (0.9757)
|
|
Test: [4/5] Time 0.199 ( 0.183) PSNR 31.22 (32.59) SSIM 0.9615 (0.9721)
|
|
Test: [5/5] Time 0.132 ( 0.173) PSNR 23.83 (30.84) SSIM 0.9551 (0.9687)
|
|
* Time 0.17 PSNR 30.84 SSIM 0.97
|
|
|
|
|
|
Epoch: [27][ 1/2490] Time 0.273 ( 0.273) Data 0.000 ( 0.000) Pixel loss 0.000255 (0.000255) Content loss 0.163010 (0.163010) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [27][ 101/2490] Time 0.194 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000163 (0.000336) Content loss 0.181805 (0.255869) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.510) D(SR) 0.000 ( 0.000)
|
|
Epoch: [27][ 201/2490] Time 0.194 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000280 (0.000349) Content loss 0.279634 (0.260190) Adversarial loss 0.000000 (0.000000) D(HR) 0.855 ( 0.558) D(SR) 0.000 ( 0.000)
|
|
Epoch: [27][ 301/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000317 (0.000345) Content loss 0.236215 (0.257488) Adversarial loss 0.000000 (0.000000) D(HR) 0.736 ( 0.540) D(SR) 0.000 ( 0.000)
|
|
Epoch: [27][ 401/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000353 (0.000347) Content loss 0.216351 (0.257938) Adversarial loss 0.000000 (0.000000) D(HR) 0.996 ( 0.550) D(SR) 0.000 ( 0.000)
|
|
Epoch: [27][ 501/2490] Time 0.188 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000395 (0.000344) Content loss 0.268443 (0.257876) Adversarial loss 0.000000 (0.000000) D(HR) 0.962 ( 0.559) D(SR) 0.000 ( 0.000)
|
|
Epoch: [27][ 601/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000390 (0.000341) Content loss 0.302330 (0.257131) Adversarial loss 0.000000 (0.000000) D(HR) 0.998 ( 0.563) D(SR) 0.000 ( 0.000)
|
|
Epoch: [27][ 701/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000477 (0.000340) Content loss 0.257224 (0.255839) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.564) D(SR) 0.000 ( 0.000)
|
|
Epoch: [27][ 801/2490] Time 0.186 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000288 (0.000342) Content loss 0.239417 (0.256364) Adversarial loss 0.000000 (0.000000) D(HR) 0.981 ( 0.573) D(SR) 0.000 ( 0.000)
|
|
Epoch: [27][ 901/2490] Time 0.186 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000301 (0.000340) Content loss 0.269010 (0.256183) Adversarial loss 0.000000 (0.000000) D(HR) 0.034 ( 0.570) D(SR) 0.000 ( 0.000)
|
|
Epoch: [27][1001/2490] Time 0.195 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000329 (0.000340) Content loss 0.255949 (0.255757) Adversarial loss 0.000000 (0.000000) D(HR) 0.999 ( 0.573) D(SR) 0.000 ( 0.000)
|
|
Epoch: [27][1101/2490] Time 0.194 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000395 (0.000341) Content loss 0.298112 (0.255844) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.577) D(SR) 0.000 ( 0.000)
|
|
Epoch: [27][1201/2490] Time 0.195 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000184 (0.000341) Content loss 0.209373 (0.256093) Adversarial loss 0.000000 (0.000000) D(HR) 0.023 ( 0.583) D(SR) 0.000 ( 0.000)
|
|
Epoch: [27][1301/2490] Time 0.195 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000365 (0.000342) Content loss 0.286166 (0.256618) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.587) D(SR) 0.000 ( 0.000)
|
|
Epoch: [27][1401/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000309 (0.000341) Content loss 0.280127 (0.256831) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.587) D(SR) 0.000 ( 0.000)
|
|
Epoch: [27][1501/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000272 (0.000341) Content loss 0.214193 (0.257009) Adversarial loss 0.000000 (0.000000) D(HR) 0.136 ( 0.587) D(SR) 0.000 ( 0.000)
|
|
Epoch: [27][1601/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000385 (0.000341) Content loss 0.298363 (0.257005) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.586) D(SR) 0.000 ( 0.000)
|
|
Epoch: [27][1701/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000411 (0.000340) Content loss 0.281903 (0.256970) Adversarial loss 0.000000 (0.000000) D(HR) 0.876 ( 0.589) D(SR) 0.000 ( 0.000)
|
|
Epoch: [27][1801/2490] Time 0.186 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000379 (0.000340) Content loss 0.216706 (0.257427) Adversarial loss 0.000000 (0.000000) D(HR) 0.919 ( 0.586) D(SR) 0.000 ( 0.000)
|
|
Epoch: [27][1901/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000370 (0.000340) Content loss 0.218548 (0.257405) Adversarial loss 0.000000 (0.000000) D(HR) 0.602 ( 0.587) D(SR) 0.000 ( 0.000)
|
|
Epoch: [27][2001/2490] Time 0.186 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000378 (0.000339) Content loss 0.287594 (0.257069) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.583) D(SR) 0.000 ( 0.000)
|
|
Epoch: [27][2101/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000457 (0.000338) Content loss 0.329880 (0.256936) Adversarial loss 0.000000 (0.000000) D(HR) 0.999 ( 0.581) D(SR) 0.000 ( 0.000)
|
|
Epoch: [27][2201/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000300 (0.000339) Content loss 0.169880 (0.257109) Adversarial loss 0.000000 (0.000000) D(HR) 0.575 ( 0.582) D(SR) 0.000 ( 0.000)
|
|
Epoch: [27][2301/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000267 (0.000338) Content loss 0.269688 (0.257197) Adversarial loss 0.000000 (0.000000) D(HR) 0.119 ( 0.585) D(SR) 0.000 ( 0.000)
|
|
Epoch: [27][2401/2490] Time 0.194 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000269 (0.000338) Content loss 0.278877 (0.257261) Adversarial loss 0.000000 (0.000000) D(HR) 0.715 ( 0.587) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.141 ( 0.141) PSNR 26.88 (26.88) SSIM 0.9661 (0.9661)
|
|
Test: [2/5] Time 0.259 ( 0.200) PSNR 39.28 (33.08) SSIM 0.9835 (0.9748)
|
|
Test: [3/5] Time 0.155 ( 0.185) PSNR 39.40 (35.19) SSIM 0.9838 (0.9778)
|
|
Test: [4/5] Time 0.219 ( 0.193) PSNR 34.02 (34.90) SSIM 0.9626 (0.9740)
|
|
Test: [5/5] Time 0.132 ( 0.181) PSNR 26.79 (33.27) SSIM 0.9604 (0.9713)
|
|
* Time 0.18 PSNR 33.27 SSIM 0.97
|
|
|
|
|
|
Epoch: [28][ 1/2490] Time 0.329 ( 0.329) Data 0.000 ( 0.000) Pixel loss 0.000249 (0.000249) Content loss 0.290595 (0.290595) Adversarial loss 0.000000 (0.000000) D(HR) 0.007 ( 0.007) D(SR) 0.000 ( 0.000)
|
|
Epoch: [28][ 101/2490] Time 0.191 ( 0.195) Data 0.000 ( 0.000) Pixel loss 0.000320 (0.000335) Content loss 0.278650 (0.255116) Adversarial loss 0.000000 (0.000000) D(HR) 0.001 ( 0.605) D(SR) 0.000 ( 0.000)
|
|
Epoch: [28][ 201/2490] Time 0.186 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000283 (0.000327) Content loss 0.223776 (0.251925) Adversarial loss 0.000000 (0.000000) D(HR) 0.860 ( 0.558) D(SR) 0.000 ( 0.000)
|
|
Epoch: [28][ 301/2490] Time 0.194 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000271 (0.000330) Content loss 0.281297 (0.251777) Adversarial loss 0.000000 (0.000000) D(HR) 0.001 ( 0.574) D(SR) 0.000 ( 0.000)
|
|
Epoch: [28][ 401/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000497 (0.000327) Content loss 0.296111 (0.253266) Adversarial loss 0.000000 (0.000000) D(HR) 0.848 ( 0.587) D(SR) 0.000 ( 0.000)
|
|
Epoch: [28][ 501/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000277 (0.000335) Content loss 0.251337 (0.254698) Adversarial loss 0.000000 (0.000000) D(HR) 0.001 ( 0.603) D(SR) 0.000 ( 0.000)
|
|
Epoch: [28][ 601/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000475 (0.000337) Content loss 0.301460 (0.255154) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.603) D(SR) 0.000 ( 0.000)
|
|
Epoch: [28][ 701/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000299 (0.000336) Content loss 0.291114 (0.255406) Adversarial loss 0.000000 (0.000000) D(HR) 0.998 ( 0.604) D(SR) 0.000 ( 0.000)
|
|
Epoch: [28][ 801/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000358 (0.000336) Content loss 0.251704 (0.255277) Adversarial loss 0.000000 (0.000000) D(HR) 0.204 ( 0.598) D(SR) 0.000 ( 0.000)
|
|
Epoch: [28][ 901/2490] Time 0.195 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000443 (0.000336) Content loss 0.255779 (0.254988) Adversarial loss 0.000000 (0.000000) D(HR) 0.730 ( 0.590) D(SR) 0.000 ( 0.000)
|
|
Epoch: [28][1001/2490] Time 0.189 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000401 (0.000336) Content loss 0.289521 (0.255035) Adversarial loss 0.000000 (0.000000) D(HR) 0.436 ( 0.587) D(SR) 0.000 ( 0.000)
|
|
Epoch: [28][1101/2490] Time 0.193 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000414 (0.000335) Content loss 0.251880 (0.254901) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.585) D(SR) 0.000 ( 0.000)
|
|
Epoch: [28][1201/2490] Time 0.190 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000333 (0.000336) Content loss 0.258435 (0.254968) Adversarial loss 0.000000 (0.000000) D(HR) 0.586 ( 0.589) D(SR) 0.000 ( 0.000)
|
|
Epoch: [28][1301/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000446 (0.000337) Content loss 0.313792 (0.255327) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.590) D(SR) 0.000 ( 0.000)
|
|
Epoch: [28][1401/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000210 (0.000336) Content loss 0.229212 (0.255588) Adversarial loss 0.000000 (0.000000) D(HR) 0.054 ( 0.592) D(SR) 0.000 ( 0.000)
|
|
Epoch: [28][1501/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000410 (0.000335) Content loss 0.308545 (0.255868) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.595) D(SR) 0.000 ( 0.000)
|
|
Epoch: [28][1601/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000337 (0.000333) Content loss 0.276621 (0.255652) Adversarial loss 0.000000 (0.000000) D(HR) 0.143 ( 0.591) D(SR) 0.000 ( 0.000)
|
|
Epoch: [28][1701/2490] Time 0.194 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000391 (0.000332) Content loss 0.283878 (0.255868) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.593) D(SR) 0.000 ( 0.000)
|
|
Epoch: [28][1801/2490] Time 0.196 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000428 (0.000331) Content loss 0.277226 (0.255806) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.590) D(SR) 0.000 ( 0.000)
|
|
Epoch: [28][1901/2490] Time 0.194 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000306 (0.000331) Content loss 0.202036 (0.255886) Adversarial loss 0.000000 (0.000000) D(HR) 0.001 ( 0.590) D(SR) 0.000 ( 0.000)
|
|
Epoch: [28][2001/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000340 (0.000331) Content loss 0.255235 (0.256009) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.592) D(SR) 0.000 ( 0.000)
|
|
Epoch: [28][2101/2490] Time 0.186 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000323 (0.000330) Content loss 0.264598 (0.255868) Adversarial loss 0.000000 (0.000000) D(HR) 0.996 ( 0.591) D(SR) 0.000 ( 0.000)
|
|
Epoch: [28][2201/2490] Time 0.185 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000318 (0.000329) Content loss 0.241762 (0.255610) Adversarial loss 0.000000 (0.000000) D(HR) 0.390 ( 0.592) D(SR) 0.000 ( 0.000)
|
|
Epoch: [28][2301/2490] Time 0.195 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000361 (0.000329) Content loss 0.252118 (0.255284) Adversarial loss 0.000000 (0.000000) D(HR) 0.100 ( 0.590) D(SR) 0.000 ( 0.000)
|
|
Epoch: [28][2401/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000240 (0.000329) Content loss 0.246672 (0.255339) Adversarial loss 0.000000 (0.000000) D(HR) 0.849 ( 0.589) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.142 ( 0.142) PSNR 25.55 (25.55) SSIM 0.9649 (0.9649)
|
|
Test: [2/5] Time 0.238 ( 0.190) PSNR 37.89 (31.72) SSIM 0.9826 (0.9738)
|
|
Test: [3/5] Time 0.130 ( 0.170) PSNR 37.97 (33.80) SSIM 0.9830 (0.9768)
|
|
Test: [4/5] Time 0.280 ( 0.198) PSNR 32.76 (33.54) SSIM 0.9637 (0.9735)
|
|
Test: [5/5] Time 0.132 ( 0.185) PSNR 25.37 (31.91) SSIM 0.9585 (0.9705)
|
|
* Time 0.18 PSNR 31.91 SSIM 0.97
|
|
|
|
|
|
Epoch: [29][ 1/2490] Time 0.291 ( 0.291) Data 0.000 ( 0.000) Pixel loss 0.000221 (0.000221) Content loss 0.198464 (0.198464) Adversarial loss 0.000000 (0.000000) D(HR) 0.010 ( 0.010) D(SR) 0.000 ( 0.000)
|
|
Epoch: [29][ 101/2490] Time 0.195 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000360 (0.000329) Content loss 0.259891 (0.256817) Adversarial loss 0.000000 (0.000000) D(HR) 0.970 ( 0.620) D(SR) 0.000 ( 0.000)
|
|
Epoch: [29][ 201/2490] Time 0.193 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000302 (0.000327) Content loss 0.268555 (0.253222) Adversarial loss 0.000000 (0.000000) D(HR) 0.547 ( 0.572) D(SR) 0.000 ( 0.000)
|
|
Epoch: [29][ 301/2490] Time 0.194 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000381 (0.000333) Content loss 0.304143 (0.255039) Adversarial loss 0.000000 (0.000000) D(HR) 0.885 ( 0.594) D(SR) 0.000 ( 0.000)
|
|
Epoch: [29][ 401/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000324 (0.000331) Content loss 0.288069 (0.255856) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.590) D(SR) 0.000 ( 0.000)
|
|
Epoch: [29][ 501/2490] Time 0.186 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000373 (0.000329) Content loss 0.264176 (0.256080) Adversarial loss 0.000000 (0.000000) D(HR) 0.159 ( 0.589) D(SR) 0.000 ( 0.000)
|
|
Epoch: [29][ 601/2490] Time 0.187 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000294 (0.000327) Content loss 0.190487 (0.254892) Adversarial loss 0.000000 (0.000000) D(HR) 0.227 ( 0.587) D(SR) 0.000 ( 0.000)
|
|
Epoch: [29][ 701/2490] Time 0.186 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000469 (0.000331) Content loss 0.271408 (0.255258) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.590) D(SR) 0.000 ( 0.000)
|
|
Epoch: [29][ 801/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000260 (0.000330) Content loss 0.257056 (0.254983) Adversarial loss 0.000000 (0.000000) D(HR) 0.249 ( 0.590) D(SR) 0.000 ( 0.000)
|
|
Epoch: [29][ 901/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000409 (0.000331) Content loss 0.241011 (0.254474) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.585) D(SR) 0.000 ( 0.000)
|
|
Epoch: [29][1001/2490] Time 0.190 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000273 (0.000330) Content loss 0.271478 (0.253824) Adversarial loss 0.000000 (0.000000) D(HR) 0.990 ( 0.589) D(SR) 0.000 ( 0.000)
|
|
Epoch: [29][1101/2490] Time 0.194 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000511 (0.000329) Content loss 0.279253 (0.253666) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.585) D(SR) 0.000 ( 0.000)
|
|
Epoch: [29][1201/2490] Time 0.186 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000270 (0.000329) Content loss 0.250404 (0.253032) Adversarial loss 0.000000 (0.000000) D(HR) 0.978 ( 0.584) D(SR) 0.000 ( 0.000)
|
|
Epoch: [29][1301/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000212 (0.000329) Content loss 0.202370 (0.252872) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.583) D(SR) 0.000 ( 0.000)
|
|
Epoch: [29][1401/2490] Time 0.195 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000356 (0.000329) Content loss 0.195122 (0.252888) Adversarial loss 0.000000 (0.000000) D(HR) 0.975 ( 0.580) D(SR) 0.000 ( 0.000)
|
|
Epoch: [29][1501/2490] Time 0.195 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000369 (0.000329) Content loss 0.257673 (0.253234) Adversarial loss 0.000000 (0.000000) D(HR) 0.489 ( 0.586) D(SR) 0.000 ( 0.000)
|
|
Epoch: [29][1601/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000378 (0.000329) Content loss 0.265162 (0.253351) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.589) D(SR) 0.000 ( 0.000)
|
|
Epoch: [29][1701/2490] Time 0.195 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000508 (0.000329) Content loss 0.273325 (0.253368) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.589) D(SR) 0.000 ( 0.000)
|
|
Epoch: [29][1801/2490] Time 0.196 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000333 (0.000328) Content loss 0.269795 (0.253365) Adversarial loss 0.000000 (0.000000) D(HR) 0.984 ( 0.586) D(SR) 0.000 ( 0.000)
|
|
Epoch: [29][1901/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000265 (0.000327) Content loss 0.247109 (0.253366) Adversarial loss 0.000000 (0.000000) D(HR) 0.028 ( 0.588) D(SR) 0.000 ( 0.000)
|
|
Epoch: [29][2001/2490] Time 0.188 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000390 (0.000327) Content loss 0.266563 (0.253569) Adversarial loss 0.000000 (0.000000) D(HR) 0.979 ( 0.590) D(SR) 0.000 ( 0.000)
|
|
Epoch: [29][2101/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000287 (0.000326) Content loss 0.292011 (0.253693) Adversarial loss 0.000000 (0.000000) D(HR) 0.978 ( 0.592) D(SR) 0.000 ( 0.000)
|
|
Epoch: [29][2201/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000283 (0.000326) Content loss 0.301955 (0.253732) Adversarial loss 0.000000 (0.000000) D(HR) 0.925 ( 0.591) D(SR) 0.000 ( 0.000)
|
|
Epoch: [29][2301/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000408 (0.000325) Content loss 0.301180 (0.253714) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.590) D(SR) 0.000 ( 0.000)
|
|
Epoch: [29][2401/2490] Time 0.187 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000254 (0.000326) Content loss 0.259647 (0.253652) Adversarial loss 0.000000 (0.000000) D(HR) 0.005 ( 0.588) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.141 ( 0.141) PSNR 25.56 (25.56) SSIM 0.9641 (0.9641)
|
|
Test: [2/5] Time 0.265 ( 0.203) PSNR 38.04 (31.80) SSIM 0.9825 (0.9733)
|
|
Test: [3/5] Time 0.155 ( 0.187) PSNR 38.07 (33.89) SSIM 0.9829 (0.9765)
|
|
Test: [4/5] Time 0.259 ( 0.205) PSNR 32.02 (33.42) SSIM 0.9623 (0.9730)
|
|
Test: [5/5] Time 0.132 ( 0.191) PSNR 25.25 (31.79) SSIM 0.9576 (0.9699)
|
|
* Time 0.19 PSNR 31.79 SSIM 0.97
|
|
|
|
|
|
Epoch: [30][ 1/2490] Time 0.332 ( 0.332) Data 0.000 ( 0.000) Pixel loss 0.000282 (0.000282) Content loss 0.262853 (0.262853) Adversarial loss 0.000000 (0.000000) D(HR) 0.993 ( 0.993) D(SR) 0.000 ( 0.000)
|
|
Epoch: [30][ 101/2490] Time 0.193 ( 0.195) Data 0.000 ( 0.000) Pixel loss 0.000418 (0.000316) Content loss 0.304582 (0.257137) Adversarial loss 0.000000 (0.000000) D(HR) 0.966 ( 0.620) D(SR) 0.000 ( 0.000)
|
|
Epoch: [30][ 201/2490] Time 0.192 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000394 (0.000319) Content loss 0.308481 (0.253436) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.589) D(SR) 0.000 ( 0.000)
|
|
Epoch: [30][ 301/2490] Time 0.190 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000292 (0.000324) Content loss 0.206470 (0.254655) Adversarial loss 0.000000 (0.000000) D(HR) 0.590 ( 0.618) D(SR) 0.000 ( 0.000)
|
|
Epoch: [30][ 401/2490] Time 0.193 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000406 (0.000323) Content loss 0.270223 (0.255094) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.618) D(SR) 0.000 ( 0.000)
|
|
Epoch: [30][ 501/2490] Time 0.190 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000339 (0.000321) Content loss 0.245619 (0.254751) Adversarial loss 0.000000 (0.000000) D(HR) 0.401 ( 0.612) D(SR) 0.000 ( 0.000)
|
|
Epoch: [30][ 601/2490] Time 0.194 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000307 (0.000320) Content loss 0.222351 (0.255362) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.617) D(SR) 0.000 ( 0.000)
|
|
Epoch: [30][ 701/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000394 (0.000319) Content loss 0.284194 (0.253975) Adversarial loss 0.000000 (0.000000) D(HR) 0.940 ( 0.601) D(SR) 0.000 ( 0.000)
|
|
Epoch: [30][ 801/2490] Time 0.187 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000301 (0.000318) Content loss 0.185443 (0.253905) Adversarial loss 0.000000 (0.000000) D(HR) 0.775 ( 0.603) D(SR) 0.000 ( 0.000)
|
|
Epoch: [30][ 901/2490] Time 0.190 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000303 (0.000317) Content loss 0.260099 (0.254254) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.601) D(SR) 0.000 ( 0.000)
|
|
Epoch: [30][1001/2490] Time 0.190 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000417 (0.000317) Content loss 0.257086 (0.253831) Adversarial loss 0.000000 (0.000000) D(HR) 0.034 ( 0.598) D(SR) 0.000 ( 0.000)
|
|
Epoch: [30][1101/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000347 (0.000316) Content loss 0.251521 (0.253421) Adversarial loss 0.000000 (0.000000) D(HR) 0.990 ( 0.600) D(SR) 0.000 ( 0.000)
|
|
Epoch: [30][1201/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000405 (0.000316) Content loss 0.361270 (0.253428) Adversarial loss 0.000000 (0.000000) D(HR) 0.997 ( 0.602) D(SR) 0.000 ( 0.000)
|
|
Epoch: [30][1301/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000344 (0.000314) Content loss 0.243592 (0.252972) Adversarial loss 0.000000 (0.000000) D(HR) 0.997 ( 0.602) D(SR) 0.000 ( 0.000)
|
|
Epoch: [30][1401/2490] Time 0.193 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000180 (0.000314) Content loss 0.162743 (0.252941) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.601) D(SR) 0.000 ( 0.000)
|
|
Epoch: [30][1501/2490] Time 0.190 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000272 (0.000315) Content loss 0.309745 (0.252907) Adversarial loss 0.000000 (0.000000) D(HR) 0.890 ( 0.599) D(SR) 0.000 ( 0.000)
|
|
Epoch: [30][1601/2490] Time 0.186 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000360 (0.000315) Content loss 0.300286 (0.253045) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.600) D(SR) 0.000 ( 0.000)
|
|
Epoch: [30][1701/2490] Time 0.194 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000300 (0.000316) Content loss 0.204453 (0.252869) Adversarial loss 0.000000 (0.000000) D(HR) 0.901 ( 0.599) D(SR) 0.000 ( 0.000)
|
|
Epoch: [30][1801/2490] Time 0.241 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000430 (0.000316) Content loss 0.316534 (0.252857) Adversarial loss 0.000000 (0.000000) D(HR) 0.815 ( 0.602) D(SR) 0.000 ( 0.000)
|
|
Epoch: [30][1901/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000181 (0.000316) Content loss 0.160729 (0.252541) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.600) D(SR) 0.000 ( 0.000)
|
|
Epoch: [30][2001/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000201 (0.000314) Content loss 0.180226 (0.252758) Adversarial loss 0.000000 (0.000000) D(HR) 0.001 ( 0.600) D(SR) 0.000 ( 0.000)
|
|
Epoch: [30][2101/2490] Time 0.197 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000222 (0.000314) Content loss 0.250231 (0.253029) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.599) D(SR) 0.000 ( 0.000)
|
|
Epoch: [30][2201/2490] Time 0.193 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000374 (0.000314) Content loss 0.271080 (0.253224) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.598) D(SR) 0.000 ( 0.000)
|
|
Epoch: [30][2301/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000309 (0.000314) Content loss 0.305814 (0.253245) Adversarial loss 0.000000 (0.000000) D(HR) 0.997 ( 0.597) D(SR) 0.000 ( 0.000)
|
|
Epoch: [30][2401/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000322 (0.000315) Content loss 0.316333 (0.253392) Adversarial loss 0.000000 (0.000000) D(HR) 0.824 ( 0.599) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.144 ( 0.144) PSNR 26.43 (26.43) SSIM 0.9649 (0.9649)
|
|
Test: [2/5] Time 0.254 ( 0.199) PSNR 40.02 (33.23) SSIM 0.9818 (0.9733)
|
|
Test: [3/5] Time 0.131 ( 0.177) PSNR 40.04 (35.50) SSIM 0.9823 (0.9763)
|
|
Test: [4/5] Time 0.196 ( 0.182) PSNR 33.88 (35.09) SSIM 0.9628 (0.9729)
|
|
Test: [5/5] Time 0.132 ( 0.172) PSNR 26.32 (33.34) SSIM 0.9581 (0.9700)
|
|
* Time 0.17 PSNR 33.34 SSIM 0.97
|
|
|
|
|
|
Epoch: [31][ 1/2490] Time 0.258 ( 0.258) Data 0.000 ( 0.000) Pixel loss 0.000340 (0.000340) Content loss 0.246304 (0.246304) Adversarial loss 0.000000 (0.000000) D(HR) 0.168 ( 0.168) D(SR) 0.000 ( 0.000)
|
|
Epoch: [31][ 101/2490] Time 0.193 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000269 (0.000279) Content loss 0.267258 (0.247468) Adversarial loss 0.000000 (0.000000) D(HR) 0.002 ( 0.530) D(SR) 0.000 ( 0.000)
|
|
Epoch: [31][ 201/2490] Time 0.187 ( 0.190) Data 0.000 ( 0.000) Pixel loss 0.000293 (0.000295) Content loss 0.254669 (0.250744) Adversarial loss 0.000000 (0.000000) D(HR) 0.513 ( 0.558) D(SR) 0.000 ( 0.000)
|
|
Epoch: [31][ 301/2490] Time 0.187 ( 0.189) Data 0.000 ( 0.000) Pixel loss 0.000257 (0.000303) Content loss 0.262387 (0.252034) Adversarial loss 0.000000 (0.000000) D(HR) 0.014 ( 0.623) D(SR) 0.000 ( 0.000)
|
|
Epoch: [31][ 401/2490] Time 0.178 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000210 (0.000305) Content loss 0.217804 (0.252131) Adversarial loss 0.000000 (0.000000) D(HR) 0.067 ( 0.640) D(SR) 0.000 ( 0.000)
|
|
Epoch: [31][ 501/2490] Time 0.192 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000345 (0.000306) Content loss 0.262418 (0.252116) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.661) D(SR) 0.000 ( 0.000)
|
|
Epoch: [31][ 601/2490] Time 0.185 ( 0.189) Data 0.000 ( 0.000) Pixel loss 0.000250 (0.000306) Content loss 0.198666 (0.251826) Adversarial loss 0.000000 (0.000000) D(HR) 0.003 ( 0.665) D(SR) 0.000 ( 0.000)
|
|
Epoch: [31][ 701/2490] Time 0.190 ( 0.189) Data 0.000 ( 0.000) Pixel loss 0.000262 (0.000307) Content loss 0.255914 (0.251818) Adversarial loss 0.000000 (0.000000) D(HR) 0.698 ( 0.672) D(SR) 0.000 ( 0.000)
|
|
Epoch: [31][ 801/2490] Time 0.186 ( 0.189) Data 0.000 ( 0.000) Pixel loss 0.000378 (0.000307) Content loss 0.246193 (0.252943) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.678) D(SR) 0.000 ( 0.000)
|
|
Epoch: [31][ 901/2490] Time 0.192 ( 0.190) Data 0.000 ( 0.000) Pixel loss 0.000219 (0.000308) Content loss 0.263631 (0.252144) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.679) D(SR) 0.000 ( 0.000)
|
|
Epoch: [31][1001/2490] Time 0.191 ( 0.190) Data 0.000 ( 0.000) Pixel loss 0.000266 (0.000306) Content loss 0.226170 (0.252607) Adversarial loss 0.000000 (0.000000) D(HR) 0.968 ( 0.685) D(SR) 0.000 ( 0.000)
|
|
Epoch: [31][1101/2490] Time 0.192 ( 0.190) Data 0.001 ( 0.000) Pixel loss 0.000314 (0.000305) Content loss 0.309936 (0.252983) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.689) D(SR) 0.000 ( 0.000)
|
|
Epoch: [31][1201/2490] Time 0.191 ( 0.190) Data 0.000 ( 0.000) Pixel loss 0.000360 (0.000305) Content loss 0.292460 (0.252801) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.690) D(SR) 0.000 ( 0.000)
|
|
Epoch: [31][1301/2490] Time 0.191 ( 0.190) Data 0.000 ( 0.000) Pixel loss 0.000332 (0.000306) Content loss 0.229043 (0.252847) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.694) D(SR) 0.000 ( 0.000)
|
|
Epoch: [31][1401/2490] Time 0.196 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000185 (0.000306) Content loss 0.211376 (0.252563) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.695) D(SR) 0.000 ( 0.000)
|
|
Epoch: [31][1501/2490] Time 0.193 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000342 (0.000306) Content loss 0.278698 (0.252737) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.700) D(SR) 0.000 ( 0.000)
|
|
Epoch: [31][1601/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000342 (0.000308) Content loss 0.262027 (0.252909) Adversarial loss 0.000000 (0.000000) D(HR) 0.935 ( 0.705) D(SR) 0.000 ( 0.000)
|
|
Epoch: [31][1701/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000443 (0.000308) Content loss 0.324132 (0.252819) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.703) D(SR) 0.000 ( 0.000)
|
|
Epoch: [31][1801/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000305 (0.000308) Content loss 0.271991 (0.252644) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.704) D(SR) 0.000 ( 0.000)
|
|
Epoch: [31][1901/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000268 (0.000308) Content loss 0.240272 (0.252465) Adversarial loss 0.000000 (0.000000) D(HR) 0.999 ( 0.704) D(SR) 0.000 ( 0.000)
|
|
Epoch: [31][2001/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000289 (0.000308) Content loss 0.267372 (0.252588) Adversarial loss 0.000000 (0.000000) D(HR) 0.998 ( 0.708) D(SR) 0.000 ( 0.000)
|
|
Epoch: [31][2101/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000278 (0.000308) Content loss 0.288809 (0.252867) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.710) D(SR) 0.000 ( 0.000)
|
|
Epoch: [31][2201/2490] Time 0.189 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000257 (0.000308) Content loss 0.280230 (0.252899) Adversarial loss 0.000000 (0.000000) D(HR) 0.990 ( 0.712) D(SR) 0.000 ( 0.000)
|
|
Epoch: [31][2301/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000188 (0.000308) Content loss 0.216008 (0.252967) Adversarial loss 0.000000 (0.000000) D(HR) 0.061 ( 0.712) D(SR) 0.000 ( 0.000)
|
|
Epoch: [31][2401/2490] Time 0.194 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000457 (0.000308) Content loss 0.256418 (0.252861) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.714) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.141 ( 0.141) PSNR 25.21 (25.21) SSIM 0.9625 (0.9625)
|
|
Test: [2/5] Time 0.250 ( 0.196) PSNR 41.16 (33.19) SSIM 0.9814 (0.9720)
|
|
Test: [3/5] Time 0.152 ( 0.181) PSNR 41.22 (35.86) SSIM 0.9820 (0.9753)
|
|
Test: [4/5] Time 0.264 ( 0.202) PSNR 31.41 (34.75) SSIM 0.9601 (0.9715)
|
|
Test: [5/5] Time 0.132 ( 0.188) PSNR 25.12 (32.82) SSIM 0.9562 (0.9684)
|
|
* Time 0.19 PSNR 32.82 SSIM 0.97
|
|
|
|
|
|
Epoch: [32][ 1/2490] Time 0.295 ( 0.295) Data 0.000 ( 0.000) Pixel loss 0.000312 (0.000312) Content loss 0.239158 (0.239158) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [32][ 101/2490] Time 0.195 ( 0.195) Data 0.000 ( 0.000) Pixel loss 0.000321 (0.000290) Content loss 0.247633 (0.249873) Adversarial loss 0.000000 (0.000000) D(HR) 0.972 ( 0.710) D(SR) 0.000 ( 0.000)
|
|
Epoch: [32][ 201/2490] Time 0.193 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000382 (0.000289) Content loss 0.274886 (0.246759) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.713) D(SR) 0.000 ( 0.000)
|
|
Epoch: [32][ 301/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000407 (0.000288) Content loss 0.275209 (0.250289) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.716) D(SR) 0.000 ( 0.000)
|
|
Epoch: [32][ 401/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000367 (0.000292) Content loss 0.305262 (0.251898) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.725) D(SR) 0.000 ( 0.000)
|
|
Epoch: [32][ 501/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000358 (0.000291) Content loss 0.261087 (0.252708) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.727) D(SR) 0.000 ( 0.000)
|
|
Epoch: [32][ 601/2490] Time 0.188 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000321 (0.000293) Content loss 0.292826 (0.253070) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.729) D(SR) 0.000 ( 0.000)
|
|
Epoch: [32][ 701/2490] Time 0.193 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000330 (0.000296) Content loss 0.268557 (0.253676) Adversarial loss 0.000000 (0.000000) D(HR) 0.979 ( 0.736) D(SR) 0.000 ( 0.000)
|
|
Epoch: [32][ 801/2490] Time 0.197 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000413 (0.000298) Content loss 0.305346 (0.252937) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.728) D(SR) 0.000 ( 0.000)
|
|
Epoch: [32][ 901/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000273 (0.000301) Content loss 0.280353 (0.253451) Adversarial loss 0.000000 (0.000000) D(HR) 0.992 ( 0.734) D(SR) 0.000 ( 0.000)
|
|
Epoch: [32][1001/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000252 (0.000299) Content loss 0.293797 (0.252727) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.731) D(SR) 0.000 ( 0.000)
|
|
Epoch: [32][1101/2490] Time 0.189 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000141 (0.000297) Content loss 0.181637 (0.252513) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.730) D(SR) 0.000 ( 0.000)
|
|
Epoch: [32][1201/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000386 (0.000297) Content loss 0.285280 (0.252832) Adversarial loss 0.000000 (0.000000) D(HR) 0.999 ( 0.730) D(SR) 0.000 ( 0.000)
|
|
Epoch: [32][1301/2490] Time 0.196 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000318 (0.000296) Content loss 0.256301 (0.253025) Adversarial loss 0.000000 (0.000000) D(HR) 0.991 ( 0.731) D(SR) 0.000 ( 0.000)
|
|
Epoch: [32][1401/2490] Time 0.188 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000255 (0.000298) Content loss 0.265900 (0.253160) Adversarial loss 0.000000 (0.000000) D(HR) 0.051 ( 0.735) D(SR) 0.000 ( 0.000)
|
|
Epoch: [32][1501/2490] Time 0.185 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000217 (0.000297) Content loss 0.194416 (0.252844) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.731) D(SR) 0.000 ( 0.000)
|
|
Epoch: [32][1601/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000396 (0.000298) Content loss 0.308389 (0.252685) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.731) D(SR) 0.000 ( 0.000)
|
|
Epoch: [32][1701/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000323 (0.000298) Content loss 0.251783 (0.252974) Adversarial loss 0.000000 (0.000000) D(HR) 0.789 ( 0.730) D(SR) 0.000 ( 0.000)
|
|
Epoch: [32][1801/2490] Time 0.195 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000342 (0.000298) Content loss 0.233712 (0.252752) Adversarial loss 0.000000 (0.000000) D(HR) 0.156 ( 0.727) D(SR) 0.000 ( 0.000)
|
|
Epoch: [32][1901/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000254 (0.000298) Content loss 0.278255 (0.252738) Adversarial loss 0.000000 (0.000000) D(HR) 0.035 ( 0.730) D(SR) 0.000 ( 0.000)
|
|
Epoch: [32][2001/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000238 (0.000298) Content loss 0.217905 (0.252738) Adversarial loss 0.000000 (0.000000) D(HR) 0.147 ( 0.731) D(SR) 0.000 ( 0.000)
|
|
Epoch: [32][2101/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000248 (0.000298) Content loss 0.264575 (0.252861) Adversarial loss 0.000000 (0.000000) D(HR) 0.999 ( 0.732) D(SR) 0.000 ( 0.000)
|
|
Epoch: [32][2201/2490] Time 0.187 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000339 (0.000297) Content loss 0.212650 (0.252894) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.729) D(SR) 0.000 ( 0.000)
|
|
Epoch: [32][2301/2490] Time 0.195 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000405 (0.000298) Content loss 0.245595 (0.252747) Adversarial loss 0.000000 (0.000000) D(HR) 0.997 ( 0.729) D(SR) 0.000 ( 0.000)
|
|
Epoch: [32][2401/2490] Time 0.194 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000294 (0.000297) Content loss 0.240582 (0.252736) Adversarial loss 0.000000 (0.000000) D(HR) 0.996 ( 0.729) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.141 ( 0.141) PSNR 25.14 (25.14) SSIM 0.9628 (0.9628)
|
|
Test: [2/5] Time 0.256 ( 0.198) PSNR 37.28 (31.21) SSIM 0.9819 (0.9723)
|
|
Test: [3/5] Time 0.152 ( 0.183) PSNR 37.33 (33.25) SSIM 0.9824 (0.9757)
|
|
Test: [4/5] Time 0.225 ( 0.193) PSNR 31.24 (32.75) SSIM 0.9605 (0.9719)
|
|
Test: [5/5] Time 0.132 ( 0.181) PSNR 25.04 (31.21) SSIM 0.9566 (0.9688)
|
|
* Time 0.18 PSNR 31.21 SSIM 0.97
|
|
|
|
|
|
Epoch: [33][ 1/2490] Time 0.301 ( 0.301) Data 0.000 ( 0.000) Pixel loss 0.000335 (0.000335) Content loss 0.279907 (0.279907) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [33][ 101/2490] Time 0.192 ( 0.196) Data 0.000 ( 0.000) Pixel loss 0.000185 (0.000277) Content loss 0.208099 (0.252779) Adversarial loss 0.000000 (0.000000) D(HR) 0.002 ( 0.713) D(SR) 0.000 ( 0.000)
|
|
Epoch: [33][ 201/2490] Time 0.192 ( 0.195) Data 0.000 ( 0.000) Pixel loss 0.000312 (0.000286) Content loss 0.215319 (0.251454) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.708) D(SR) 0.000 ( 0.000)
|
|
Epoch: [33][ 301/2490] Time 0.192 ( 0.195) Data 0.000 ( 0.000) Pixel loss 0.000158 (0.000286) Content loss 0.257768 (0.252832) Adversarial loss 0.000000 (0.000000) D(HR) 0.001 ( 0.718) D(SR) 0.000 ( 0.000)
|
|
Epoch: [33][ 401/2490] Time 0.195 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000259 (0.000288) Content loss 0.209395 (0.250932) Adversarial loss 0.000000 (0.000000) D(HR) 0.678 ( 0.727) D(SR) 0.000 ( 0.000)
|
|
Epoch: [33][ 501/2490] Time 0.193 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000246 (0.000288) Content loss 0.238357 (0.251019) Adversarial loss 0.000000 (0.000000) D(HR) 0.977 ( 0.732) D(SR) 0.000 ( 0.000)
|
|
Epoch: [33][ 601/2490] Time 0.195 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000191 (0.000293) Content loss 0.183520 (0.250750) Adversarial loss 0.000000 (0.000000) D(HR) 0.747 ( 0.744) D(SR) 0.000 ( 0.000)
|
|
Epoch: [33][ 701/2490] Time 0.242 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000287 (0.000293) Content loss 0.235198 (0.250885) Adversarial loss 0.000000 (0.000000) D(HR) 0.971 ( 0.735) D(SR) 0.000 ( 0.000)
|
|
Epoch: [33][ 801/2490] Time 0.194 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000217 (0.000294) Content loss 0.210411 (0.250845) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.739) D(SR) 0.000 ( 0.000)
|
|
Epoch: [33][ 901/2490] Time 0.196 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000298 (0.000296) Content loss 0.270380 (0.251362) Adversarial loss 0.000000 (0.000000) D(HR) 0.984 ( 0.738) D(SR) 0.000 ( 0.000)
|
|
Epoch: [33][1001/2490] Time 0.197 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000359 (0.000295) Content loss 0.170613 (0.250973) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.732) D(SR) 0.000 ( 0.000)
|
|
Epoch: [33][1101/2490] Time 0.195 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000352 (0.000297) Content loss 0.302544 (0.251181) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.733) D(SR) 0.000 ( 0.000)
|
|
Epoch: [33][1201/2490] Time 0.194 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000260 (0.000296) Content loss 0.230923 (0.251047) Adversarial loss 0.000000 (0.000000) D(HR) 0.986 ( 0.729) D(SR) 0.000 ( 0.000)
|
|
Epoch: [33][1301/2490] Time 0.186 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000207 (0.000296) Content loss 0.268493 (0.250997) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.728) D(SR) 0.000 ( 0.000)
|
|
Epoch: [33][1401/2490] Time 0.191 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000200 (0.000296) Content loss 0.216315 (0.251005) Adversarial loss 0.000000 (0.000000) D(HR) 0.001 ( 0.727) D(SR) 0.000 ( 0.000)
|
|
Epoch: [33][1501/2490] Time 0.192 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000274 (0.000294) Content loss 0.229559 (0.251371) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.725) D(SR) 0.000 ( 0.000)
|
|
Epoch: [33][1601/2490] Time 0.187 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000283 (0.000294) Content loss 0.231217 (0.251722) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.730) D(SR) 0.000 ( 0.000)
|
|
Epoch: [33][1701/2490] Time 0.193 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000350 (0.000295) Content loss 0.290352 (0.252003) Adversarial loss 0.000000 (0.000000) D(HR) 0.979 ( 0.732) D(SR) 0.000 ( 0.000)
|
|
Epoch: [33][1801/2490] Time 0.197 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000264 (0.000295) Content loss 0.271358 (0.252258) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.730) D(SR) 0.000 ( 0.000)
|
|
Epoch: [33][1901/2490] Time 0.194 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000406 (0.000295) Content loss 0.293687 (0.252349) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.731) D(SR) 0.000 ( 0.000)
|
|
Epoch: [33][2001/2490] Time 0.196 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000342 (0.000296) Content loss 0.252358 (0.252663) Adversarial loss 0.000000 (0.000000) D(HR) 0.998 ( 0.734) D(SR) 0.000 ( 0.000)
|
|
Epoch: [33][2101/2490] Time 0.237 ( 0.194) Data 0.001 ( 0.000) Pixel loss 0.000272 (0.000295) Content loss 0.282034 (0.252388) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.734) D(SR) 0.000 ( 0.000)
|
|
Epoch: [33][2201/2490] Time 0.197 ( 0.195) Data 0.000 ( 0.000) Pixel loss 0.000316 (0.000295) Content loss 0.260356 (0.252370) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.733) D(SR) 0.000 ( 0.000)
|
|
Epoch: [33][2301/2490] Time 0.194 ( 0.195) Data 0.000 ( 0.000) Pixel loss 0.000214 (0.000295) Content loss 0.241945 (0.252391) Adversarial loss 0.000000 (0.000000) D(HR) 0.917 ( 0.732) D(SR) 0.000 ( 0.000)
|
|
Epoch: [33][2401/2490] Time 0.195 ( 0.195) Data 0.000 ( 0.000) Pixel loss 0.000292 (0.000294) Content loss 0.297231 (0.252436) Adversarial loss 0.000000 (0.000000) D(HR) 0.503 ( 0.731) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.141 ( 0.141) PSNR 26.11 (26.11) SSIM 0.9621 (0.9621)
|
|
Test: [2/5] Time 0.260 ( 0.200) PSNR 38.14 (32.13) SSIM 0.9799 (0.9710)
|
|
Test: [3/5] Time 0.148 ( 0.183) PSNR 38.23 (34.16) SSIM 0.9807 (0.9742)
|
|
Test: [4/5] Time 0.250 ( 0.200) PSNR 31.83 (33.58) SSIM 0.9603 (0.9707)
|
|
Test: [5/5] Time 0.132 ( 0.186) PSNR 26.01 (32.06) SSIM 0.9559 (0.9678)
|
|
* Time 0.19 PSNR 32.06 SSIM 0.97
|
|
|
|
|
|
Epoch: [34][ 1/2490] Time 0.313 ( 0.313) Data 0.000 ( 0.000) Pixel loss 0.000242 (0.000242) Content loss 0.241702 (0.241702) Adversarial loss 0.000000 (0.000000) D(HR) 0.051 ( 0.051) D(SR) 0.000 ( 0.000)
|
|
Epoch: [34][ 101/2490] Time 0.197 ( 0.199) Data 0.000 ( 0.000) Pixel loss 0.000427 (0.000283) Content loss 0.288546 (0.245657) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.606) D(SR) 0.000 ( 0.000)
|
|
Epoch: [34][ 201/2490] Time 0.199 ( 0.199) Data 0.000 ( 0.000) Pixel loss 0.000383 (0.000294) Content loss 0.252090 (0.249203) Adversarial loss 0.000000 (0.000000) D(HR) 0.997 ( 0.647) D(SR) 0.000 ( 0.000)
|
|
Epoch: [34][ 301/2490] Time 0.199 ( 0.198) Data 0.000 ( 0.000) Pixel loss 0.000325 (0.000297) Content loss 0.250701 (0.248601) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.664) D(SR) 0.000 ( 0.000)
|
|
Epoch: [34][ 401/2490] Time 0.199 ( 0.198) Data 0.000 ( 0.000) Pixel loss 0.000363 (0.000295) Content loss 0.240409 (0.247238) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.665) D(SR) 0.000 ( 0.000)
|
|
Epoch: [34][ 501/2490] Time 0.194 ( 0.197) Data 0.000 ( 0.000) Pixel loss 0.000315 (0.000295) Content loss 0.266803 (0.248829) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.674) D(SR) 0.000 ( 0.000)
|
|
Epoch: [34][ 601/2490] Time 0.198 ( 0.197) Data 0.000 ( 0.000) Pixel loss 0.000306 (0.000294) Content loss 0.262187 (0.249218) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.695) D(SR) 0.000 ( 0.000)
|
|
Epoch: [34][ 701/2490] Time 0.195 ( 0.197) Data 0.000 ( 0.000) Pixel loss 0.000306 (0.000296) Content loss 0.260291 (0.250463) Adversarial loss 0.000000 (0.000000) D(HR) 0.826 ( 0.712) D(SR) 0.000 ( 0.000)
|
|
Epoch: [34][ 801/2490] Time 0.199 ( 0.197) Data 0.000 ( 0.000) Pixel loss 0.000267 (0.000294) Content loss 0.238531 (0.249740) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.711) D(SR) 0.000 ( 0.000)
|
|
Epoch: [34][ 901/2490] Time 0.198 ( 0.197) Data 0.000 ( 0.000) Pixel loss 0.000370 (0.000293) Content loss 0.270847 (0.249954) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.719) D(SR) 0.000 ( 0.000)
|
|
Epoch: [34][1001/2490] Time 0.199 ( 0.197) Data 0.000 ( 0.000) Pixel loss 0.000313 (0.000291) Content loss 0.286862 (0.249757) Adversarial loss 0.000000 (0.000000) D(HR) 0.990 ( 0.711) D(SR) 0.000 ( 0.000)
|
|
Epoch: [34][1101/2490] Time 0.199 ( 0.197) Data 0.000 ( 0.000) Pixel loss 0.000235 (0.000292) Content loss 0.228510 (0.249818) Adversarial loss 0.000000 (0.000000) D(HR) 0.992 ( 0.712) D(SR) 0.000 ( 0.000)
|
|
Epoch: [34][1201/2490] Time 0.198 ( 0.197) Data 0.000 ( 0.000) Pixel loss 0.000216 (0.000293) Content loss 0.232578 (0.250112) Adversarial loss 0.000000 (0.000000) D(HR) 0.013 ( 0.716) D(SR) 0.000 ( 0.000)
|
|
Epoch: [34][1301/2490] Time 0.198 ( 0.197) Data 0.000 ( 0.000) Pixel loss 0.000337 (0.000294) Content loss 0.290499 (0.250475) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.715) D(SR) 0.000 ( 0.000)
|
|
Epoch: [34][1401/2490] Time 0.189 ( 0.197) Data 0.000 ( 0.000) Pixel loss 0.000341 (0.000294) Content loss 0.260254 (0.250429) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.714) D(SR) 0.000 ( 0.000)
|
|
Epoch: [34][1501/2490] Time 0.198 ( 0.197) Data 0.000 ( 0.000) Pixel loss 0.000298 (0.000293) Content loss 0.295351 (0.250169) Adversarial loss 0.000000 (0.000000) D(HR) 0.996 ( 0.713) D(SR) 0.000 ( 0.000)
|
|
Epoch: [34][1601/2490] Time 0.196 ( 0.197) Data 0.000 ( 0.000) Pixel loss 0.000247 (0.000293) Content loss 0.249369 (0.250217) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.716) D(SR) 0.000 ( 0.000)
|
|
Epoch: [34][1701/2490] Time 0.197 ( 0.197) Data 0.000 ( 0.000) Pixel loss 0.000145 (0.000292) Content loss 0.162408 (0.250032) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.719) D(SR) 0.000 ( 0.000)
|
|
Epoch: [34][1801/2490] Time 0.195 ( 0.197) Data 0.000 ( 0.000) Pixel loss 0.000321 (0.000292) Content loss 0.280604 (0.250402) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.718) D(SR) 0.000 ( 0.000)
|
|
Epoch: [34][1901/2490] Time 0.197 ( 0.197) Data 0.000 ( 0.000) Pixel loss 0.000281 (0.000293) Content loss 0.222211 (0.250400) Adversarial loss 0.000000 (0.000000) D(HR) 0.955 ( 0.720) D(SR) 0.000 ( 0.000)
|
|
Epoch: [34][2001/2490] Time 0.198 ( 0.197) Data 0.000 ( 0.000) Pixel loss 0.000382 (0.000292) Content loss 0.258864 (0.250266) Adversarial loss 0.000000 (0.000000) D(HR) 0.988 ( 0.719) D(SR) 0.000 ( 0.000)
|
|
Epoch: [34][2101/2490] Time 0.196 ( 0.197) Data 0.000 ( 0.000) Pixel loss 0.000283 (0.000292) Content loss 0.262570 (0.250718) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.720) D(SR) 0.000 ( 0.000)
|
|
Epoch: [34][2201/2490] Time 0.199 ( 0.197) Data 0.000 ( 0.000) Pixel loss 0.000352 (0.000292) Content loss 0.286071 (0.250871) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.721) D(SR) 0.000 ( 0.000)
|
|
Epoch: [34][2301/2490] Time 0.198 ( 0.197) Data 0.000 ( 0.000) Pixel loss 0.000332 (0.000292) Content loss 0.306129 (0.251128) Adversarial loss 0.000000 (0.000000) D(HR) 0.996 ( 0.722) D(SR) 0.000 ( 0.000)
|
|
Epoch: [34][2401/2490] Time 0.199 ( 0.197) Data 0.000 ( 0.000) Pixel loss 0.000174 (0.000292) Content loss 0.195828 (0.250980) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.721) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.143 ( 0.143) PSNR 25.06 (25.06) SSIM 0.9613 (0.9613)
|
|
Test: [2/5] Time 0.191 ( 0.167) PSNR 37.92 (31.49) SSIM 0.9813 (0.9713)
|
|
Test: [3/5] Time 0.130 ( 0.155) PSNR 37.99 (33.66) SSIM 0.9820 (0.9748)
|
|
Test: [4/5] Time 0.208 ( 0.168) PSNR 31.09 (33.01) SSIM 0.9606 (0.9713)
|
|
Test: [5/5] Time 0.132 ( 0.161) PSNR 24.87 (31.39) SSIM 0.9547 (0.9680)
|
|
* Time 0.16 PSNR 31.39 SSIM 0.97
|
|
|
|
|
|
Epoch: [35][ 1/2490] Time 0.321 ( 0.321) Data 0.000 ( 0.000) Pixel loss 0.000290 (0.000290) Content loss 0.229713 (0.229713) Adversarial loss 0.000000 (0.000000) D(HR) 0.023 ( 0.023) D(SR) 0.000 ( 0.000)
|
|
Epoch: [35][ 101/2490] Time 0.196 ( 0.199) Data 0.000 ( 0.000) Pixel loss 0.000326 (0.000289) Content loss 0.282890 (0.246808) Adversarial loss 0.000000 (0.000000) D(HR) 0.998 ( 0.723) D(SR) 0.000 ( 0.000)
|
|
Epoch: [35][ 201/2490] Time 0.196 ( 0.198) Data 0.000 ( 0.000) Pixel loss 0.000169 (0.000292) Content loss 0.190537 (0.244980) Adversarial loss 0.000000 (0.000000) D(HR) 0.043 ( 0.707) D(SR) 0.000 ( 0.000)
|
|
Epoch: [35][ 301/2490] Time 0.195 ( 0.198) Data 0.000 ( 0.000) Pixel loss 0.000257 (0.000290) Content loss 0.225494 (0.246882) Adversarial loss 0.000000 (0.000000) D(HR) 0.994 ( 0.715) D(SR) 0.000 ( 0.000)
|
|
Epoch: [35][ 401/2490] Time 0.201 ( 0.197) Data 0.000 ( 0.000) Pixel loss 0.000293 (0.000294) Content loss 0.239427 (0.248983) Adversarial loss 0.000000 (0.000000) D(HR) 0.935 ( 0.742) D(SR) 0.000 ( 0.000)
|
|
Epoch: [35][ 501/2490] Time 0.198 ( 0.197) Data 0.000 ( 0.000) Pixel loss 0.000271 (0.000293) Content loss 0.252859 (0.250190) Adversarial loss 0.000000 (0.000000) D(HR) 0.934 ( 0.754) D(SR) 0.000 ( 0.000)
|
|
Epoch: [35][ 601/2490] Time 0.195 ( 0.197) Data 0.000 ( 0.000) Pixel loss 0.000270 (0.000298) Content loss 0.222154 (0.250843) Adversarial loss 0.000000 (0.000000) D(HR) 0.899 ( 0.756) D(SR) 0.000 ( 0.000)
|
|
Epoch: [35][ 701/2490] Time 0.193 ( 0.197) Data 0.000 ( 0.000) Pixel loss 0.000245 (0.000296) Content loss 0.193383 (0.250940) Adversarial loss 0.000000 (0.000000) D(HR) 0.020 ( 0.745) D(SR) 0.000 ( 0.000)
|
|
Epoch: [35][ 801/2490] Time 0.189 ( 0.197) Data 0.000 ( 0.000) Pixel loss 0.000283 (0.000296) Content loss 0.252003 (0.250758) Adversarial loss 0.000000 (0.000000) D(HR) 0.991 ( 0.743) D(SR) 0.000 ( 0.000)
|
|
Epoch: [35][ 901/2490] Time 0.194 ( 0.196) Data 0.000 ( 0.000) Pixel loss 0.000308 (0.000295) Content loss 0.268800 (0.250506) Adversarial loss 0.000000 (0.000000) D(HR) 0.999 ( 0.736) D(SR) 0.000 ( 0.000)
|
|
Epoch: [35][1001/2490] Time 0.197 ( 0.196) Data 0.000 ( 0.000) Pixel loss 0.000213 (0.000293) Content loss 0.173975 (0.250775) Adversarial loss 0.000000 (0.000000) D(HR) 0.276 ( 0.737) D(SR) 0.000 ( 0.000)
|
|
Epoch: [35][1101/2490] Time 0.193 ( 0.196) Data 0.000 ( 0.000) Pixel loss 0.000420 (0.000292) Content loss 0.273038 (0.250285) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.734) D(SR) 0.000 ( 0.000)
|
|
Epoch: [35][1201/2490] Time 0.195 ( 0.196) Data 0.000 ( 0.000) Pixel loss 0.000329 (0.000293) Content loss 0.264372 (0.250352) Adversarial loss 0.000000 (0.000000) D(HR) 0.061 ( 0.736) D(SR) 0.000 ( 0.000)
|
|
Epoch: [35][1301/2490] Time 0.194 ( 0.196) Data 0.000 ( 0.000) Pixel loss 0.000193 (0.000294) Content loss 0.183642 (0.250213) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.731) D(SR) 0.000 ( 0.000)
|
|
Epoch: [35][1401/2490] Time 0.194 ( 0.196) Data 0.000 ( 0.000) Pixel loss 0.000194 (0.000292) Content loss 0.153967 (0.250426) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.726) D(SR) 0.000 ( 0.000)
|
|
Epoch: [35][1501/2490] Time 0.198 ( 0.196) Data 0.000 ( 0.000) Pixel loss 0.000292 (0.000293) Content loss 0.265638 (0.251377) Adversarial loss 0.000000 (0.000000) D(HR) 0.598 ( 0.727) D(SR) 0.000 ( 0.000)
|
|
Epoch: [35][1601/2490] Time 0.196 ( 0.196) Data 0.000 ( 0.000) Pixel loss 0.000263 (0.000292) Content loss 0.243835 (0.250852) Adversarial loss 0.000000 (0.000000) D(HR) 0.999 ( 0.730) D(SR) 0.000 ( 0.000)
|
|
Epoch: [35][1701/2490] Time 0.198 ( 0.196) Data 0.000 ( 0.000) Pixel loss 0.000196 (0.000292) Content loss 0.202370 (0.250325) Adversarial loss 0.000000 (0.000000) D(HR) 0.690 ( 0.725) D(SR) 0.000 ( 0.000)
|
|
Epoch: [35][1801/2490] Time 0.199 ( 0.196) Data 0.000 ( 0.000) Pixel loss 0.000236 (0.000291) Content loss 0.286942 (0.250494) Adversarial loss 0.000000 (0.000000) D(HR) 0.993 ( 0.723) D(SR) 0.000 ( 0.000)
|
|
Epoch: [35][1901/2490] Time 0.199 ( 0.197) Data 0.000 ( 0.000) Pixel loss 0.000229 (0.000291) Content loss 0.213995 (0.250491) Adversarial loss 0.000000 (0.000000) D(HR) 0.583 ( 0.724) D(SR) 0.000 ( 0.000)
|
|
Epoch: [35][2001/2490] Time 0.195 ( 0.197) Data 0.000 ( 0.000) Pixel loss 0.000284 (0.000291) Content loss 0.281243 (0.250562) Adversarial loss 0.000000 (0.000000) D(HR) 0.806 ( 0.726) D(SR) 0.000 ( 0.000)
|
|
Epoch: [35][2101/2490] Time 0.198 ( 0.197) Data 0.000 ( 0.000) Pixel loss 0.000213 (0.000291) Content loss 0.234105 (0.250294) Adversarial loss 0.000000 (0.000000) D(HR) 0.029 ( 0.726) D(SR) 0.000 ( 0.000)
|
|
Epoch: [35][2201/2490] Time 0.199 ( 0.196) Data 0.000 ( 0.000) Pixel loss 0.000167 (0.000291) Content loss 0.249499 (0.250450) Adversarial loss 0.000000 (0.000000) D(HR) 0.101 ( 0.725) D(SR) 0.000 ( 0.000)
|
|
Epoch: [35][2301/2490] Time 0.199 ( 0.196) Data 0.000 ( 0.000) Pixel loss 0.000335 (0.000291) Content loss 0.299881 (0.250418) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.727) D(SR) 0.000 ( 0.000)
|
|
Epoch: [35][2401/2490] Time 0.192 ( 0.196) Data 0.000 ( 0.000) Pixel loss 0.000240 (0.000290) Content loss 0.180806 (0.250706) Adversarial loss 0.000000 (0.000000) D(HR) 0.910 ( 0.726) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.147 ( 0.147) PSNR 27.13 (27.13) SSIM 0.9653 (0.9653)
|
|
Test: [2/5] Time 0.259 ( 0.203) PSNR 37.65 (32.39) SSIM 0.9821 (0.9737)
|
|
Test: [3/5] Time 0.167 ( 0.191) PSNR 37.86 (34.21) SSIM 0.9825 (0.9766)
|
|
Test: [4/5] Time 0.270 ( 0.211) PSNR 34.66 (34.32) SSIM 0.9630 (0.9732)
|
|
Test: [5/5] Time 0.132 ( 0.195) PSNR 26.78 (32.81) SSIM 0.9586 (0.9703)
|
|
* Time 0.20 PSNR 32.81 SSIM 0.97
|
|
|
|
|
|
Epoch: [36][ 1/2490] Time 0.236 ( 0.236) Data 0.000 ( 0.000) Pixel loss 0.000243 (0.000243) Content loss 0.215301 (0.215301) Adversarial loss 0.000000 (0.000000) D(HR) 0.897 ( 0.897) D(SR) 0.000 ( 0.000)
|
|
Epoch: [36][ 101/2490] Time 0.194 ( 0.201) Data 0.000 ( 0.000) Pixel loss 0.000299 (0.000287) Content loss 0.208044 (0.258553) Adversarial loss 0.000000 (0.000000) D(HR) 0.999 ( 0.774) D(SR) 0.000 ( 0.000)
|
|
Epoch: [36][ 201/2490] Time 0.199 ( 0.199) Data 0.000 ( 0.000) Pixel loss 0.000183 (0.000293) Content loss 0.175841 (0.258502) Adversarial loss 0.000000 (0.000000) D(HR) 0.176 ( 0.758) D(SR) 0.000 ( 0.000)
|
|
Epoch: [36][ 301/2490] Time 0.197 ( 0.198) Data 0.000 ( 0.000) Pixel loss 0.000269 (0.000283) Content loss 0.253542 (0.254835) Adversarial loss 0.000000 (0.000000) D(HR) 0.302 ( 0.722) D(SR) 0.000 ( 0.000)
|
|
Epoch: [36][ 401/2490] Time 0.195 ( 0.198) Data 0.000 ( 0.000) Pixel loss 0.000310 (0.000287) Content loss 0.248867 (0.254476) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.728) D(SR) 0.000 ( 0.000)
|
|
Epoch: [36][ 501/2490] Time 0.196 ( 0.197) Data 0.000 ( 0.000) Pixel loss 0.000219 (0.000289) Content loss 0.277321 (0.255089) Adversarial loss 0.000000 (0.000000) D(HR) 0.020 ( 0.737) D(SR) 0.000 ( 0.000)
|
|
Epoch: [36][ 601/2490] Time 0.194 ( 0.197) Data 0.000 ( 0.000) Pixel loss 0.000208 (0.000289) Content loss 0.253458 (0.254651) Adversarial loss 0.000000 (0.000000) D(HR) 0.996 ( 0.734) D(SR) 0.000 ( 0.000)
|
|
Epoch: [36][ 701/2490] Time 0.198 ( 0.197) Data 0.000 ( 0.000) Pixel loss 0.000239 (0.000288) Content loss 0.215961 (0.253469) Adversarial loss 0.000000 (0.000000) D(HR) 0.153 ( 0.735) D(SR) 0.000 ( 0.000)
|
|
Epoch: [36][ 801/2490] Time 0.198 ( 0.197) Data 0.000 ( 0.000) Pixel loss 0.000249 (0.000288) Content loss 0.278325 (0.253395) Adversarial loss 0.000000 (0.000000) D(HR) 0.978 ( 0.736) D(SR) 0.000 ( 0.000)
|
|
Epoch: [36][ 901/2490] Time 0.195 ( 0.197) Data 0.000 ( 0.000) Pixel loss 0.000285 (0.000288) Content loss 0.311269 (0.253419) Adversarial loss 0.000000 (0.000000) D(HR) 0.037 ( 0.729) D(SR) 0.000 ( 0.000)
|
|
Epoch: [36][1001/2490] Time 0.194 ( 0.196) Data 0.000 ( 0.000) Pixel loss 0.000328 (0.000288) Content loss 0.240598 (0.252854) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.729) D(SR) 0.000 ( 0.000)
|
|
Epoch: [36][1101/2490] Time 0.195 ( 0.196) Data 0.000 ( 0.000) Pixel loss 0.000384 (0.000288) Content loss 0.292639 (0.252001) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.732) D(SR) 0.000 ( 0.000)
|
|
Epoch: [36][1201/2490] Time 0.195 ( 0.196) Data 0.000 ( 0.000) Pixel loss 0.000397 (0.000286) Content loss 0.314784 (0.251661) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.727) D(SR) 0.000 ( 0.000)
|
|
Epoch: [36][1301/2490] Time 0.195 ( 0.196) Data 0.000 ( 0.000) Pixel loss 0.000277 (0.000287) Content loss 0.207237 (0.251607) Adversarial loss 0.000000 (0.000000) D(HR) 0.014 ( 0.730) D(SR) 0.000 ( 0.000)
|
|
Epoch: [36][1401/2490] Time 0.195 ( 0.196) Data 0.000 ( 0.000) Pixel loss 0.000262 (0.000288) Content loss 0.279509 (0.251450) Adversarial loss 0.000000 (0.000000) D(HR) 0.488 ( 0.729) D(SR) 0.000 ( 0.000)
|
|
Epoch: [36][1501/2490] Time 0.195 ( 0.196) Data 0.000 ( 0.000) Pixel loss 0.000258 (0.000288) Content loss 0.228284 (0.251504) Adversarial loss 0.000000 (0.000000) D(HR) 0.862 ( 0.730) D(SR) 0.000 ( 0.000)
|
|
Epoch: [36][1601/2490] Time 0.194 ( 0.196) Data 0.000 ( 0.000) Pixel loss 0.000381 (0.000287) Content loss 0.258157 (0.251161) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.728) D(SR) 0.000 ( 0.000)
|
|
Epoch: [36][1701/2490] Time 0.195 ( 0.196) Data 0.000 ( 0.000) Pixel loss 0.000228 (0.000287) Content loss 0.229165 (0.251330) Adversarial loss 0.000000 (0.000000) D(HR) 0.986 ( 0.730) D(SR) 0.000 ( 0.000)
|
|
Epoch: [36][1801/2490] Time 0.192 ( 0.196) Data 0.000 ( 0.000) Pixel loss 0.000331 (0.000287) Content loss 0.226675 (0.251458) Adversarial loss 0.000000 (0.000000) D(HR) 0.997 ( 0.732) D(SR) 0.000 ( 0.000)
|
|
Epoch: [36][1901/2490] Time 0.192 ( 0.196) Data 0.000 ( 0.000) Pixel loss 0.000407 (0.000288) Content loss 0.351475 (0.251517) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.731) D(SR) 0.000 ( 0.000)
|
|
Epoch: [36][2001/2490] Time 0.193 ( 0.196) Data 0.000 ( 0.000) Pixel loss 0.000222 (0.000287) Content loss 0.210625 (0.251338) Adversarial loss 0.000000 (0.000000) D(HR) 0.024 ( 0.730) D(SR) 0.000 ( 0.000)
|
|
Epoch: [36][2101/2490] Time 0.197 ( 0.196) Data 0.000 ( 0.000) Pixel loss 0.000320 (0.000287) Content loss 0.251282 (0.251160) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.729) D(SR) 0.000 ( 0.000)
|
|
Epoch: [36][2201/2490] Time 0.192 ( 0.196) Data 0.000 ( 0.000) Pixel loss 0.000305 (0.000287) Content loss 0.271255 (0.251157) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.727) D(SR) 0.000 ( 0.000)
|
|
Epoch: [36][2301/2490] Time 0.194 ( 0.196) Data 0.000 ( 0.000) Pixel loss 0.000255 (0.000287) Content loss 0.232976 (0.250718) Adversarial loss 0.000000 (0.000000) D(HR) 0.351 ( 0.725) D(SR) 0.000 ( 0.000)
|
|
Epoch: [36][2401/2490] Time 0.191 ( 0.196) Data 0.000 ( 0.000) Pixel loss 0.000302 (0.000287) Content loss 0.246711 (0.250913) Adversarial loss 0.000000 (0.000000) D(HR) 0.990 ( 0.727) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.140 ( 0.140) PSNR 25.63 (25.63) SSIM 0.9605 (0.9605)
|
|
Test: [2/5] Time 0.273 ( 0.206) PSNR 38.18 (31.90) SSIM 0.9812 (0.9708)
|
|
Test: [3/5] Time 0.177 ( 0.196) PSNR 38.18 (34.00) SSIM 0.9817 (0.9745)
|
|
Test: [4/5] Time 0.271 ( 0.215) PSNR 32.70 (33.67) SSIM 0.9610 (0.9711)
|
|
Test: [5/5] Time 0.132 ( 0.198) PSNR 25.43 (32.02) SSIM 0.9538 (0.9676)
|
|
* Time 0.20 PSNR 32.02 SSIM 0.97
|
|
|
|
|
|
Epoch: [37][ 1/2490] Time 0.289 ( 0.289) Data 0.000 ( 0.000) Pixel loss 0.000377 (0.000377) Content loss 0.222605 (0.222605) Adversarial loss 0.000000 (0.000000) D(HR) 0.999 ( 0.999) D(SR) 0.000 ( 0.000)
|
|
Epoch: [37][ 101/2490] Time 0.193 ( 0.197) Data 0.000 ( 0.000) Pixel loss 0.000310 (0.000292) Content loss 0.255724 (0.247972) Adversarial loss 0.000000 (0.000000) D(HR) 0.993 ( 0.743) D(SR) 0.000 ( 0.000)
|
|
Epoch: [37][ 201/2490] Time 0.196 ( 0.196) Data 0.000 ( 0.000) Pixel loss 0.000247 (0.000290) Content loss 0.256691 (0.248540) Adversarial loss 0.000000 (0.000000) D(HR) 0.435 ( 0.725) D(SR) 0.000 ( 0.000)
|
|
Epoch: [37][ 301/2490] Time 0.194 ( 0.196) Data 0.000 ( 0.000) Pixel loss 0.000276 (0.000287) Content loss 0.202081 (0.248672) Adversarial loss 0.000000 (0.000000) D(HR) 0.026 ( 0.733) D(SR) 0.000 ( 0.000)
|
|
Epoch: [37][ 401/2490] Time 0.196 ( 0.195) Data 0.000 ( 0.000) Pixel loss 0.000362 (0.000284) Content loss 0.289227 (0.247852) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.738) D(SR) 0.000 ( 0.000)
|
|
Epoch: [37][ 501/2490] Time 0.196 ( 0.195) Data 0.000 ( 0.000) Pixel loss 0.000127 (0.000289) Content loss 0.157318 (0.249952) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.752) D(SR) 0.000 ( 0.000)
|
|
Epoch: [37][ 601/2490] Time 0.189 ( 0.195) Data 0.000 ( 0.000) Pixel loss 0.000218 (0.000286) Content loss 0.201749 (0.248587) Adversarial loss 0.000000 (0.000000) D(HR) 0.003 ( 0.744) D(SR) 0.000 ( 0.000)
|
|
Epoch: [37][ 701/2490] Time 0.196 ( 0.195) Data 0.000 ( 0.000) Pixel loss 0.000327 (0.000287) Content loss 0.290173 (0.249134) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.751) D(SR) 0.000 ( 0.000)
|
|
Epoch: [37][ 801/2490] Time 0.195 ( 0.195) Data 0.000 ( 0.000) Pixel loss 0.000332 (0.000288) Content loss 0.197172 (0.248404) Adversarial loss 0.000000 (0.000000) D(HR) 0.980 ( 0.744) D(SR) 0.000 ( 0.000)
|
|
Epoch: [37][ 901/2490] Time 0.190 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000303 (0.000289) Content loss 0.239423 (0.248797) Adversarial loss 0.000000 (0.000000) D(HR) 0.968 ( 0.746) D(SR) 0.000 ( 0.000)
|
|
Epoch: [37][1001/2490] Time 0.194 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000323 (0.000289) Content loss 0.240256 (0.249393) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.748) D(SR) 0.000 ( 0.000)
|
|
Epoch: [37][1101/2490] Time 0.192 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000321 (0.000289) Content loss 0.261750 (0.249693) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.745) D(SR) 0.000 ( 0.000)
|
|
Epoch: [37][1201/2490] Time 0.195 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000308 (0.000289) Content loss 0.258122 (0.249817) Adversarial loss 0.000000 (0.000000) D(HR) 0.757 ( 0.740) D(SR) 0.000 ( 0.000)
|
|
Epoch: [37][1301/2490] Time 0.192 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000305 (0.000288) Content loss 0.278414 (0.249451) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.737) D(SR) 0.000 ( 0.000)
|
|
Epoch: [37][1401/2490] Time 0.193 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000234 (0.000287) Content loss 0.217878 (0.249243) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.737) D(SR) 0.000 ( 0.000)
|
|
Epoch: [37][1501/2490] Time 0.193 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000262 (0.000287) Content loss 0.204523 (0.249186) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.736) D(SR) 0.000 ( 0.000)
|
|
Epoch: [37][1601/2490] Time 0.193 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000381 (0.000287) Content loss 0.278137 (0.249757) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.736) D(SR) 0.000 ( 0.000)
|
|
Epoch: [37][1701/2490] Time 0.192 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000268 (0.000286) Content loss 0.216639 (0.249863) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.735) D(SR) 0.000 ( 0.000)
|
|
Epoch: [37][1801/2490] Time 0.193 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000318 (0.000286) Content loss 0.271774 (0.249782) Adversarial loss 0.000000 (0.000000) D(HR) 0.797 ( 0.732) D(SR) 0.000 ( 0.000)
|
|
Epoch: [37][1901/2490] Time 0.196 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000393 (0.000284) Content loss 0.298943 (0.249674) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.729) D(SR) 0.000 ( 0.000)
|
|
Epoch: [37][2001/2490] Time 0.193 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000225 (0.000283) Content loss 0.231331 (0.249708) Adversarial loss 0.000000 (0.000000) D(HR) 0.445 ( 0.729) D(SR) 0.000 ( 0.000)
|
|
Epoch: [37][2101/2490] Time 0.193 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000258 (0.000283) Content loss 0.250699 (0.249496) Adversarial loss 0.000000 (0.000000) D(HR) 0.387 ( 0.730) D(SR) 0.000 ( 0.000)
|
|
Epoch: [37][2201/2490] Time 0.192 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000261 (0.000283) Content loss 0.233601 (0.249580) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.730) D(SR) 0.000 ( 0.000)
|
|
Epoch: [37][2301/2490] Time 0.191 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000350 (0.000282) Content loss 0.247209 (0.249337) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.728) D(SR) 0.000 ( 0.000)
|
|
Epoch: [37][2401/2490] Time 0.192 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000252 (0.000281) Content loss 0.155985 (0.249215) Adversarial loss 0.000000 (0.000000) D(HR) 0.678 ( 0.728) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.141 ( 0.141) PSNR 28.36 (28.36) SSIM 0.9626 (0.9626)
|
|
Test: [2/5] Time 0.271 ( 0.206) PSNR 41.86 (35.11) SSIM 0.9816 (0.9721)
|
|
Test: [3/5] Time 0.153 ( 0.188) PSNR 41.85 (37.36) SSIM 0.9821 (0.9754)
|
|
Test: [4/5] Time 0.259 ( 0.206) PSNR 34.92 (36.75) SSIM 0.9611 (0.9719)
|
|
Test: [5/5] Time 0.132 ( 0.191) PSNR 28.20 (35.04) SSIM 0.9557 (0.9686)
|
|
* Time 0.19 PSNR 35.04 SSIM 0.97
|
|
|
|
|
|
Epoch: [38][ 1/2490] Time 0.290 ( 0.290) Data 0.000 ( 0.000) Pixel loss 0.000218 (0.000218) Content loss 0.231502 (0.231502) Adversarial loss 0.000000 (0.000000) D(HR) 0.181 ( 0.181) D(SR) 0.000 ( 0.000)
|
|
Epoch: [38][ 101/2490] Time 0.195 ( 0.195) Data 0.000 ( 0.000) Pixel loss 0.000207 (0.000270) Content loss 0.194851 (0.248831) Adversarial loss 0.000000 (0.000000) D(HR) 0.004 ( 0.748) D(SR) 0.000 ( 0.000)
|
|
Epoch: [38][ 201/2490] Time 0.192 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000272 (0.000267) Content loss 0.249740 (0.251406) Adversarial loss 0.000000 (0.000000) D(HR) 0.018 ( 0.743) D(SR) 0.000 ( 0.000)
|
|
Epoch: [38][ 301/2490] Time 0.198 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000416 (0.000268) Content loss 0.324628 (0.250658) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.741) D(SR) 0.000 ( 0.000)
|
|
Epoch: [38][ 401/2490] Time 0.196 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000260 (0.000271) Content loss 0.193319 (0.250393) Adversarial loss 0.000000 (0.000000) D(HR) 0.117 ( 0.728) D(SR) 0.000 ( 0.000)
|
|
Epoch: [38][ 501/2490] Time 0.192 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000290 (0.000273) Content loss 0.297792 (0.250001) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.725) D(SR) 0.000 ( 0.000)
|
|
Epoch: [38][ 601/2490] Time 0.201 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000250 (0.000273) Content loss 0.262772 (0.249758) Adversarial loss 0.000000 (0.000000) D(HR) 0.943 ( 0.727) D(SR) 0.000 ( 0.000)
|
|
Epoch: [38][ 701/2490] Time 0.193 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000165 (0.000272) Content loss 0.219227 (0.249820) Adversarial loss 0.000000 (0.000000) D(HR) 0.011 ( 0.726) D(SR) 0.000 ( 0.000)
|
|
Epoch: [38][ 801/2490] Time 0.193 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000186 (0.000274) Content loss 0.190330 (0.250381) Adversarial loss 0.000000 (0.000000) D(HR) 0.002 ( 0.736) D(SR) 0.000 ( 0.000)
|
|
Epoch: [38][ 901/2490] Time 0.195 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000146 (0.000274) Content loss 0.189650 (0.249529) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.676) D(SR) 0.000 ( 0.000)
|
|
Epoch: [38][1001/2490] Time 0.195 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000287 (0.000274) Content loss 0.209966 (0.249501) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.660) D(SR) 0.000 ( 0.002)
|
|
Epoch: [38][1101/2490] Time 0.198 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000326 (0.000275) Content loss 0.264565 (0.249445) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.600) D(SR) 0.000 ( 0.001)
|
|
Epoch: [38][1201/2490] Time 0.192 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000182 (0.000276) Content loss 0.252254 (0.249238) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.550) D(SR) 0.000 ( 0.001)
|
|
Epoch: [38][1301/2490] Time 0.192 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000173 (0.000274) Content loss 0.211681 (0.249061) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.508) D(SR) 0.000 ( 0.001)
|
|
Epoch: [38][1401/2490] Time 0.193 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000259 (0.000275) Content loss 0.171998 (0.249394) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.471) D(SR) 0.000 ( 0.001)
|
|
Epoch: [38][1501/2490] Time 0.198 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000233 (0.000275) Content loss 0.215140 (0.249267) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.440) D(SR) 0.000 ( 0.001)
|
|
Epoch: [38][1601/2490] Time 0.191 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000227 (0.000274) Content loss 0.260558 (0.249651) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.412) D(SR) 0.000 ( 0.001)
|
|
Epoch: [38][1701/2490] Time 0.194 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000192 (0.000273) Content loss 0.231562 (0.249914) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.388) D(SR) 0.000 ( 0.001)
|
|
Epoch: [38][1801/2490] Time 0.186 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000286 (0.000273) Content loss 0.274739 (0.250229) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.367) D(SR) 0.000 ( 0.001)
|
|
Epoch: [38][1901/2490] Time 0.196 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000189 (0.000273) Content loss 0.217993 (0.250694) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.347) D(SR) 0.000 ( 0.001)
|
|
Epoch: [38][2001/2490] Time 0.193 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000258 (0.000272) Content loss 0.274614 (0.250545) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.330) D(SR) 0.000 ( 0.001)
|
|
Epoch: [38][2101/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000293 (0.000272) Content loss 0.217829 (0.250507) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.314) D(SR) 0.000 ( 0.001)
|
|
Epoch: [38][2201/2490] Time 0.186 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000241 (0.000273) Content loss 0.236633 (0.250460) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.300) D(SR) 0.000 ( 0.001)
|
|
Epoch: [38][2301/2490] Time 0.190 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000267 (0.000273) Content loss 0.247078 (0.250212) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.287) D(SR) 0.000 ( 0.001)
|
|
Epoch: [38][2401/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000249 (0.000271) Content loss 0.264986 (0.249858) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.275) D(SR) 0.000 ( 0.001)
|
|
Test: [1/5] Time 0.143 ( 0.143) PSNR 25.66 (25.66) SSIM 0.9637 (0.9637)
|
|
Test: [2/5] Time 0.308 ( 0.225) PSNR 39.17 (32.41) SSIM 0.9818 (0.9727)
|
|
Test: [3/5] Time 0.178 ( 0.210) PSNR 39.23 (34.69) SSIM 0.9823 (0.9759)
|
|
Test: [4/5] Time 0.291 ( 0.230) PSNR 32.17 (34.06) SSIM 0.9618 (0.9724)
|
|
Test: [5/5] Time 0.132 ( 0.210) PSNR 25.57 (32.36) SSIM 0.9573 (0.9694)
|
|
* Time 0.21 PSNR 32.36 SSIM 0.97
|
|
|
|
|
|
Epoch: [39][ 1/2490] Time 0.292 ( 0.292) Data 0.000 ( 0.000) Pixel loss 0.000290 (0.000290) Content loss 0.290846 (0.290846) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [39][ 101/2490] Time 0.191 ( 0.195) Data 0.000 ( 0.000) Pixel loss 0.000284 (0.000273) Content loss 0.258167 (0.249328) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [39][ 201/2490] Time 0.195 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000310 (0.000274) Content loss 0.235520 (0.247790) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [39][ 301/2490] Time 0.192 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000275 (0.000278) Content loss 0.275831 (0.249358) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [39][ 401/2490] Time 0.192 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000224 (0.000275) Content loss 0.255734 (0.249495) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [39][ 501/2490] Time 0.193 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000336 (0.000271) Content loss 0.267671 (0.248113) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.001) D(SR) 0.000 ( 0.000)
|
|
Epoch: [39][ 601/2490] Time 0.186 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000369 (0.000272) Content loss 0.314381 (0.248919) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [39][ 701/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000260 (0.000271) Content loss 0.275763 (0.248256) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [39][ 801/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000189 (0.000270) Content loss 0.221317 (0.249044) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [39][ 901/2490] Time 0.197 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000239 (0.000270) Content loss 0.246443 (0.249592) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [39][1001/2490] Time 0.193 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000194 (0.000272) Content loss 0.192747 (0.249520) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [39][1101/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000291 (0.000272) Content loss 0.292007 (0.249558) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [39][1201/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000259 (0.000271) Content loss 0.249076 (0.249316) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.001) D(SR) 0.000 ( 0.000)
|
|
Epoch: [39][1301/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000216 (0.000271) Content loss 0.257976 (0.248769) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.001) D(SR) 0.000 ( 0.000)
|
|
Epoch: [39][1401/2490] Time 0.193 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000294 (0.000271) Content loss 0.239476 (0.248772) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.001) D(SR) 0.000 ( 0.000)
|
|
Epoch: [39][1501/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000266 (0.000270) Content loss 0.264330 (0.248581) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.001) D(SR) 0.000 ( 0.000)
|
|
Epoch: [39][1601/2490] Time 0.186 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000165 (0.000270) Content loss 0.223834 (0.248579) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.001) D(SR) 0.000 ( 0.000)
|
|
Epoch: [39][1701/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000320 (0.000270) Content loss 0.236799 (0.248556) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.001) D(SR) 0.000 ( 0.000)
|
|
Epoch: [39][1801/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000218 (0.000269) Content loss 0.285656 (0.248566) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.001) D(SR) 0.000 ( 0.000)
|
|
Epoch: [39][1901/2490] Time 0.195 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000290 (0.000269) Content loss 0.240665 (0.248490) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.001) D(SR) 0.000 ( 0.000)
|
|
Epoch: [39][2001/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000255 (0.000269) Content loss 0.285133 (0.248490) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.001) D(SR) 0.000 ( 0.000)
|
|
Epoch: [39][2101/2490] Time 0.204 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000118 (0.000269) Content loss 0.177689 (0.248423) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.001) D(SR) 0.000 ( 0.000)
|
|
Epoch: [39][2201/2490] Time 0.187 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000329 (0.000269) Content loss 0.238817 (0.248498) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.001) D(SR) 0.000 ( 0.000)
|
|
Epoch: [39][2301/2490] Time 0.176 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000325 (0.000268) Content loss 0.267747 (0.248285) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.001) D(SR) 0.000 ( 0.000)
|
|
Epoch: [39][2401/2490] Time 0.187 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000191 (0.000268) Content loss 0.175043 (0.248126) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.001) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.144 ( 0.144) PSNR 27.10 (27.10) SSIM 0.9645 (0.9645)
|
|
Test: [2/5] Time 0.310 ( 0.227) PSNR 40.56 (33.83) SSIM 0.9818 (0.9731)
|
|
Test: [3/5] Time 0.183 ( 0.212) PSNR 40.34 (36.00) SSIM 0.9823 (0.9762)
|
|
Test: [4/5] Time 0.302 ( 0.235) PSNR 34.30 (35.57) SSIM 0.9624 (0.9728)
|
|
Test: [5/5] Time 0.132 ( 0.214) PSNR 26.74 (33.81) SSIM 0.9578 (0.9698)
|
|
* Time 0.21 PSNR 33.81 SSIM 0.97
|
|
|
|
|
|
Epoch: [40][ 1/2490] Time 0.319 ( 0.319) Data 0.000 ( 0.000) Pixel loss 0.000352 (0.000352) Content loss 0.252002 (0.252002) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [40][ 101/2490] Time 0.191 ( 0.195) Data 0.000 ( 0.000) Pixel loss 0.000295 (0.000270) Content loss 0.245623 (0.250026) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [40][ 201/2490] Time 0.190 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000212 (0.000272) Content loss 0.181690 (0.251210) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [40][ 301/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000221 (0.000270) Content loss 0.213157 (0.248851) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [40][ 401/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000310 (0.000269) Content loss 0.323205 (0.246904) Adversarial loss 0.000000 (0.000000) D(HR) 0.991 ( 0.002) D(SR) 0.000 ( 0.000)
|
|
Epoch: [40][ 501/2490] Time 0.186 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000398 (0.000267) Content loss 0.259683 (0.245922) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.004) D(SR) 0.000 ( 0.000)
|
|
Epoch: [40][ 601/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000275 (0.000265) Content loss 0.268800 (0.245795) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.004) D(SR) 0.000 ( 0.000)
|
|
Epoch: [40][ 701/2490] Time 0.185 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000235 (0.000267) Content loss 0.253811 (0.246300) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.003) D(SR) 0.000 ( 0.000)
|
|
Epoch: [40][ 801/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000322 (0.000266) Content loss 0.263097 (0.246917) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.004) D(SR) 0.000 ( 0.000)
|
|
Epoch: [40][ 901/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000313 (0.000267) Content loss 0.293903 (0.246571) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.004) D(SR) 0.000 ( 0.000)
|
|
Epoch: [40][1001/2490] Time 0.185 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000208 (0.000267) Content loss 0.208354 (0.246954) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.003) D(SR) 0.000 ( 0.000)
|
|
Epoch: [40][1101/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000225 (0.000269) Content loss 0.204092 (0.247593) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.004) D(SR) 0.000 ( 0.000)
|
|
Epoch: [40][1201/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000161 (0.000269) Content loss 0.227001 (0.247764) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.004) D(SR) 0.000 ( 0.000)
|
|
Epoch: [40][1301/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000360 (0.000269) Content loss 0.299042 (0.247748) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.004) D(SR) 0.000 ( 0.000)
|
|
Epoch: [40][1401/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000244 (0.000269) Content loss 0.240634 (0.247827) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.004) D(SR) 0.000 ( 0.000)
|
|
Epoch: [40][1501/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000225 (0.000268) Content loss 0.248261 (0.247881) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.004) D(SR) 0.000 ( 0.000)
|
|
Epoch: [40][1601/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000352 (0.000268) Content loss 0.260930 (0.247419) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.004) D(SR) 0.000 ( 0.000)
|
|
Epoch: [40][1701/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000177 (0.000268) Content loss 0.184488 (0.247592) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.004) D(SR) 0.000 ( 0.000)
|
|
Epoch: [40][1801/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000321 (0.000268) Content loss 0.274735 (0.247537) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.004) D(SR) 0.000 ( 0.000)
|
|
Epoch: [40][1901/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000197 (0.000268) Content loss 0.225102 (0.247268) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.004) D(SR) 0.000 ( 0.000)
|
|
Epoch: [40][2001/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000269 (0.000268) Content loss 0.216009 (0.247066) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.004) D(SR) 0.000 ( 0.000)
|
|
Epoch: [40][2101/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000273 (0.000267) Content loss 0.246732 (0.247020) Adversarial loss 0.000000 (0.000001) D(HR) 0.000 ( 0.004) D(SR) 0.000 ( 0.000)
|
|
Epoch: [40][2201/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000184 (0.000267) Content loss 0.183064 (0.246974) Adversarial loss 0.000000 (0.000001) D(HR) 1.000 ( 0.031) D(SR) 0.000 ( 0.000)
|
|
Epoch: [40][2301/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000273 (0.000267) Content loss 0.247766 (0.247048) Adversarial loss 0.000000 (0.000001) D(HR) 1.000 ( 0.067) D(SR) 0.000 ( 0.000)
|
|
Epoch: [40][2401/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000258 (0.000268) Content loss 0.225267 (0.246920) Adversarial loss 0.000000 (0.000001) D(HR) 0.696 ( 0.101) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.142 ( 0.142) PSNR 27.64 (27.64) SSIM 0.9638 (0.9638)
|
|
Test: [2/5] Time 0.324 ( 0.233) PSNR 40.15 (33.90) SSIM 0.9815 (0.9726)
|
|
Test: [3/5] Time 0.180 ( 0.215) PSNR 40.13 (35.97) SSIM 0.9821 (0.9758)
|
|
Test: [4/5] Time 0.289 ( 0.234) PSNR 34.84 (35.69) SSIM 0.9630 (0.9726)
|
|
Test: [5/5] Time 0.132 ( 0.214) PSNR 27.24 (34.00) SSIM 0.9566 (0.9694)
|
|
* Time 0.21 PSNR 34.00 SSIM 0.97
|
|
|
|
|
|
Epoch: [41][ 1/2490] Time 0.287 ( 0.287) Data 0.000 ( 0.000) Pixel loss 0.000269 (0.000269) Content loss 0.296598 (0.296598) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [41][ 101/2490] Time 0.185 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000129 (0.000254) Content loss 0.232492 (0.244791) Adversarial loss 0.000000 (0.000000) D(HR) 0.008 ( 0.767) D(SR) 0.000 ( 0.000)
|
|
Epoch: [41][ 201/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000239 (0.000252) Content loss 0.239072 (0.244820) Adversarial loss 0.000000 (0.000000) D(HR) 0.945 ( 0.831) D(SR) 0.000 ( 0.000)
|
|
Epoch: [41][ 301/2490] Time 0.189 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000265 (0.000251) Content loss 0.276242 (0.246217) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.841) D(SR) 0.000 ( 0.000)
|
|
Epoch: [41][ 401/2490] Time 0.194 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000229 (0.000255) Content loss 0.295307 (0.247327) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.857) D(SR) 0.000 ( 0.000)
|
|
Epoch: [41][ 501/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000280 (0.000251) Content loss 0.248079 (0.245700) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.853) D(SR) 0.000 ( 0.000)
|
|
Epoch: [41][ 601/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000382 (0.000253) Content loss 0.272449 (0.246828) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.862) D(SR) 0.000 ( 0.000)
|
|
Epoch: [41][ 701/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000334 (0.000257) Content loss 0.204748 (0.246585) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.859) D(SR) 0.000 ( 0.000)
|
|
Epoch: [41][ 801/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000253 (0.000258) Content loss 0.235753 (0.246934) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.868) D(SR) 0.000 ( 0.000)
|
|
Epoch: [41][ 901/2490] Time 0.195 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000175 (0.000258) Content loss 0.200615 (0.247140) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.869) D(SR) 0.000 ( 0.000)
|
|
Epoch: [41][1001/2490] Time 0.186 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000150 (0.000260) Content loss 0.151755 (0.247414) Adversarial loss 0.000000 (0.000000) D(HR) 0.354 ( 0.872) D(SR) 0.000 ( 0.000)
|
|
Epoch: [41][1101/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000176 (0.000259) Content loss 0.282164 (0.247757) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.871) D(SR) 0.000 ( 0.000)
|
|
Epoch: [41][1201/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000371 (0.000259) Content loss 0.365588 (0.247809) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.869) D(SR) 0.000 ( 0.000)
|
|
Epoch: [41][1301/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000189 (0.000259) Content loss 0.203798 (0.247420) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.871) D(SR) 0.000 ( 0.000)
|
|
Epoch: [41][1401/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000233 (0.000261) Content loss 0.283764 (0.247792) Adversarial loss 0.000000 (0.000000) D(HR) 0.006 ( 0.869) D(SR) 0.000 ( 0.000)
|
|
Epoch: [41][1501/2490] Time 0.185 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000332 (0.000262) Content loss 0.278517 (0.248185) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.870) D(SR) 0.000 ( 0.000)
|
|
Epoch: [41][1601/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000285 (0.000263) Content loss 0.263483 (0.248062) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.869) D(SR) 0.000 ( 0.000)
|
|
Epoch: [41][1701/2490] Time 0.185 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000285 (0.000263) Content loss 0.271724 (0.248270) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.872) D(SR) 0.000 ( 0.000)
|
|
Epoch: [41][1801/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000202 (0.000263) Content loss 0.238417 (0.248179) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.878) D(SR) 0.000 ( 0.000)
|
|
Epoch: [41][1901/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000336 (0.000263) Content loss 0.312046 (0.247937) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.882) D(SR) 0.000 ( 0.000)
|
|
Epoch: [41][2001/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000278 (0.000262) Content loss 0.276649 (0.247859) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.886) D(SR) 0.000 ( 0.000)
|
|
Epoch: [41][2101/2490] Time 0.185 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000429 (0.000262) Content loss 0.285782 (0.247851) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.889) D(SR) 0.000 ( 0.000)
|
|
Epoch: [41][2201/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000421 (0.000263) Content loss 0.266211 (0.247886) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.893) D(SR) 0.000 ( 0.000)
|
|
Epoch: [41][2301/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000244 (0.000263) Content loss 0.255211 (0.247801) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.897) D(SR) 0.000 ( 0.000)
|
|
Epoch: [41][2401/2490] Time 0.189 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000215 (0.000263) Content loss 0.217046 (0.247889) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.900) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.145 ( 0.145) PSNR 27.54 (27.54) SSIM 0.9611 (0.9611)
|
|
Test: [2/5] Time 0.297 ( 0.221) PSNR 40.80 (34.17) SSIM 0.9810 (0.9710)
|
|
Test: [3/5] Time 0.192 ( 0.211) PSNR 41.02 (36.45) SSIM 0.9817 (0.9746)
|
|
Test: [4/5] Time 0.278 ( 0.228) PSNR 34.57 (35.98) SSIM 0.9587 (0.9706)
|
|
Test: [5/5] Time 0.132 ( 0.209) PSNR 27.31 (34.25) SSIM 0.9544 (0.9674)
|
|
* Time 0.21 PSNR 34.25 SSIM 0.97
|
|
|
|
|
|
Epoch: [42][ 1/2490] Time 0.290 ( 0.290) Data 0.000 ( 0.000) Pixel loss 0.000211 (0.000211) Content loss 0.185415 (0.185415) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [42][ 101/2490] Time 0.195 ( 0.195) Data 0.000 ( 0.000) Pixel loss 0.000296 (0.000249) Content loss 0.268500 (0.248216) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.963) D(SR) 0.000 ( 0.000)
|
|
Epoch: [42][ 201/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000357 (0.000261) Content loss 0.297704 (0.244113) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.968) D(SR) 0.000 ( 0.000)
|
|
Epoch: [42][ 301/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000196 (0.000262) Content loss 0.186864 (0.245718) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.971) D(SR) 0.000 ( 0.000)
|
|
Epoch: [42][ 401/2490] Time 0.187 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000274 (0.000261) Content loss 0.225693 (0.245372) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.969) D(SR) 0.000 ( 0.000)
|
|
Epoch: [42][ 501/2490] Time 0.184 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000324 (0.000257) Content loss 0.271755 (0.245730) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.969) D(SR) 0.000 ( 0.000)
|
|
Epoch: [42][ 601/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000259 (0.000257) Content loss 0.235278 (0.245785) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.971) D(SR) 0.000 ( 0.000)
|
|
Epoch: [42][ 701/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000171 (0.000259) Content loss 0.212326 (0.245753) Adversarial loss 0.000000 (0.000000) D(HR) 0.618 ( 0.971) D(SR) 0.000 ( 0.000)
|
|
Epoch: [42][ 801/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000249 (0.000259) Content loss 0.235227 (0.245873) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.971) D(SR) 0.000 ( 0.000)
|
|
Epoch: [42][ 901/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000308 (0.000259) Content loss 0.311938 (0.246071) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.971) D(SR) 0.000 ( 0.000)
|
|
Epoch: [42][1001/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000325 (0.000261) Content loss 0.317814 (0.246848) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.973) D(SR) 0.000 ( 0.000)
|
|
Epoch: [42][1101/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000335 (0.000262) Content loss 0.318177 (0.247196) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.975) D(SR) 0.000 ( 0.000)
|
|
Epoch: [42][1201/2490] Time 0.186 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000232 (0.000262) Content loss 0.265148 (0.247168) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.975) D(SR) 0.000 ( 0.000)
|
|
Epoch: [42][1301/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000204 (0.000264) Content loss 0.219226 (0.247093) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.976) D(SR) 0.000 ( 0.000)
|
|
Epoch: [42][1401/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000316 (0.000263) Content loss 0.321460 (0.247265) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.974) D(SR) 0.000 ( 0.000)
|
|
Epoch: [42][1501/2490] Time 0.185 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000231 (0.000263) Content loss 0.236174 (0.247681) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.973) D(SR) 0.000 ( 0.000)
|
|
Epoch: [42][1601/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000276 (0.000263) Content loss 0.283324 (0.247663) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.973) D(SR) 0.000 ( 0.000)
|
|
Epoch: [42][1701/2490] Time 0.193 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000293 (0.000262) Content loss 0.249472 (0.247494) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.972) D(SR) 0.000 ( 0.000)
|
|
Epoch: [42][1801/2490] Time 0.194 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000332 (0.000262) Content loss 0.246931 (0.247323) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.972) D(SR) 0.000 ( 0.000)
|
|
Epoch: [42][1901/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000203 (0.000261) Content loss 0.237590 (0.247387) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.972) D(SR) 0.000 ( 0.000)
|
|
Epoch: [42][2001/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000335 (0.000261) Content loss 0.301648 (0.246935) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.974) D(SR) 0.000 ( 0.000)
|
|
Epoch: [42][2101/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000244 (0.000261) Content loss 0.234717 (0.247073) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.974) D(SR) 0.000 ( 0.000)
|
|
Epoch: [42][2201/2490] Time 0.185 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000143 (0.000262) Content loss 0.187262 (0.247279) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.975) D(SR) 0.000 ( 0.000)
|
|
Epoch: [42][2301/2490] Time 0.188 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000288 (0.000262) Content loss 0.221258 (0.246857) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.976) D(SR) 0.000 ( 0.000)
|
|
Epoch: [42][2401/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000311 (0.000261) Content loss 0.259546 (0.246699) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.977) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.144 ( 0.144) PSNR 28.06 (28.06) SSIM 0.9649 (0.9649)
|
|
Test: [2/5] Time 0.321 ( 0.233) PSNR 40.33 (34.19) SSIM 0.9818 (0.9733)
|
|
Test: [3/5] Time 0.172 ( 0.212) PSNR 40.22 (36.20) SSIM 0.9823 (0.9763)
|
|
Test: [4/5] Time 0.288 ( 0.231) PSNR 35.71 (36.08) SSIM 0.9629 (0.9730)
|
|
Test: [5/5] Time 0.132 ( 0.212) PSNR 27.64 (34.39) SSIM 0.9580 (0.9700)
|
|
* Time 0.21 PSNR 34.39 SSIM 0.97
|
|
|
|
|
|
Epoch: [43][ 1/2490] Time 0.270 ( 0.270) Data 0.000 ( 0.000) Pixel loss 0.000248 (0.000248) Content loss 0.262694 (0.262694) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [43][ 101/2490] Time 0.191 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000224 (0.000269) Content loss 0.196506 (0.243963) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.992) D(SR) 0.000 ( 0.000)
|
|
Epoch: [43][ 201/2490] Time 0.194 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000287 (0.000259) Content loss 0.277303 (0.245714) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.776) D(SR) 0.000 ( 0.000)
|
|
Epoch: [43][ 301/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000139 (0.000252) Content loss 0.207031 (0.244074) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.532) D(SR) 0.000 ( 0.000)
|
|
Epoch: [43][ 401/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000192 (0.000257) Content loss 0.211228 (0.246891) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.431) D(SR) 0.000 ( 0.000)
|
|
Epoch: [43][ 501/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000211 (0.000256) Content loss 0.226614 (0.245571) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.363) D(SR) 0.000 ( 0.000)
|
|
Epoch: [43][ 601/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000288 (0.000258) Content loss 0.255209 (0.246656) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.315) D(SR) 0.000 ( 0.000)
|
|
Epoch: [43][ 701/2490] Time 0.188 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000344 (0.000261) Content loss 0.320830 (0.246802) Adversarial loss 0.000000 (0.000000) D(HR) 0.022 ( 0.287) D(SR) 0.000 ( 0.000)
|
|
Epoch: [43][ 801/2490] Time 0.193 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000319 (0.000261) Content loss 0.222660 (0.245845) Adversarial loss 0.000000 (0.000000) D(HR) 0.992 ( 0.260) D(SR) 0.000 ( 0.000)
|
|
Epoch: [43][ 901/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000292 (0.000260) Content loss 0.244023 (0.246312) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.241) D(SR) 0.000 ( 0.000)
|
|
Epoch: [43][1001/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000267 (0.000259) Content loss 0.239376 (0.246039) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.222) D(SR) 0.000 ( 0.000)
|
|
Epoch: [43][1101/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000270 (0.000259) Content loss 0.235306 (0.246599) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.212) D(SR) 0.000 ( 0.000)
|
|
Epoch: [43][1201/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000208 (0.000259) Content loss 0.275172 (0.246453) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.199) D(SR) 0.000 ( 0.000)
|
|
Epoch: [43][1301/2490] Time 0.189 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000296 (0.000258) Content loss 0.263003 (0.246378) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.188) D(SR) 0.000 ( 0.000)
|
|
Epoch: [43][1401/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000375 (0.000259) Content loss 0.301583 (0.246566) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.182) D(SR) 0.000 ( 0.000)
|
|
Epoch: [43][1501/2490] Time 0.194 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000260 (0.000258) Content loss 0.201878 (0.246735) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.174) D(SR) 0.000 ( 0.000)
|
|
Epoch: [43][1601/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000246 (0.000258) Content loss 0.226691 (0.246848) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.166) D(SR) 0.000 ( 0.000)
|
|
Epoch: [43][1701/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000317 (0.000259) Content loss 0.298135 (0.246995) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.162) D(SR) 0.000 ( 0.000)
|
|
Epoch: [43][1801/2490] Time 0.197 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000206 (0.000258) Content loss 0.250063 (0.247038) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.164) D(SR) 0.000 ( 0.000)
|
|
Epoch: [43][1901/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000253 (0.000257) Content loss 0.270798 (0.246973) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.169) D(SR) 0.000 ( 0.000)
|
|
Epoch: [43][2001/2490] Time 0.189 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000197 (0.000257) Content loss 0.270853 (0.246854) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.178) D(SR) 0.000 ( 0.000)
|
|
Epoch: [43][2101/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000224 (0.000257) Content loss 0.198277 (0.246790) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.189) D(SR) 0.000 ( 0.000)
|
|
Epoch: [43][2201/2490] Time 0.186 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000185 (0.000257) Content loss 0.252494 (0.246548) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.196) D(SR) 0.000 ( 0.000)
|
|
Epoch: [43][2301/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000228 (0.000258) Content loss 0.204403 (0.246774) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.210) D(SR) 0.000 ( 0.000)
|
|
Epoch: [43][2401/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000343 (0.000258) Content loss 0.251117 (0.246796) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.218) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.148 ( 0.148) PSNR 31.26 (31.26) SSIM 0.9666 (0.9666)
|
|
Test: [2/5] Time 0.308 ( 0.228) PSNR 41.71 (36.49) SSIM 0.9820 (0.9743)
|
|
Test: [3/5] Time 0.171 ( 0.209) PSNR 41.81 (38.26) SSIM 0.9826 (0.9770)
|
|
Test: [4/5] Time 0.311 ( 0.235) PSNR 39.60 (38.60) SSIM 0.9627 (0.9735)
|
|
Test: [5/5] Time 0.132 ( 0.214) PSNR 30.58 (36.99) SSIM 0.9598 (0.9707)
|
|
* Time 0.21 PSNR 36.99 SSIM 0.97
|
|
|
|
|
|
Epoch: [44][ 1/2490] Time 0.273 ( 0.273) Data 0.000 ( 0.000) Pixel loss 0.000263 (0.000263) Content loss 0.272946 (0.272946) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [44][ 101/2490] Time 0.193 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000145 (0.000246) Content loss 0.214601 (0.246588) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.354) D(SR) 0.000 ( 0.000)
|
|
Epoch: [44][ 201/2490] Time 0.193 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000196 (0.000244) Content loss 0.247126 (0.244555) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.356) D(SR) 0.000 ( 0.000)
|
|
Epoch: [44][ 301/2490] Time 0.185 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000237 (0.000243) Content loss 0.270598 (0.243305) Adversarial loss 0.000000 (0.000000) D(HR) 0.321 ( 0.360) D(SR) 0.000 ( 0.000)
|
|
Epoch: [44][ 401/2490] Time 0.195 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000184 (0.000243) Content loss 0.164751 (0.244054) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.368) D(SR) 0.000 ( 0.000)
|
|
Epoch: [44][ 501/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000271 (0.000245) Content loss 0.275351 (0.243304) Adversarial loss 0.000000 (0.000000) D(HR) 0.800 ( 0.366) D(SR) 0.000 ( 0.000)
|
|
Epoch: [44][ 601/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000227 (0.000246) Content loss 0.195139 (0.243914) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.375) D(SR) 0.000 ( 0.000)
|
|
Epoch: [44][ 701/2490] Time 0.186 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000239 (0.000248) Content loss 0.264710 (0.244305) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.374) D(SR) 0.000 ( 0.000)
|
|
Epoch: [44][ 801/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000350 (0.000249) Content loss 0.343999 (0.244684) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.369) D(SR) 0.000 ( 0.000)
|
|
Epoch: [44][ 901/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000170 (0.000248) Content loss 0.202720 (0.245607) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.374) D(SR) 0.000 ( 0.000)
|
|
Epoch: [44][1001/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000248 (0.000248) Content loss 0.192653 (0.245976) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.375) D(SR) 0.000 ( 0.000)
|
|
Epoch: [44][1101/2490] Time 0.186 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000268 (0.000249) Content loss 0.256276 (0.246156) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.372) D(SR) 0.000 ( 0.000)
|
|
Epoch: [44][1201/2490] Time 0.189 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000398 (0.000249) Content loss 0.281960 (0.246444) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.378) D(SR) 0.000 ( 0.000)
|
|
Epoch: [44][1301/2490] Time 0.186 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000252 (0.000250) Content loss 0.258413 (0.247197) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.381) D(SR) 0.000 ( 0.000)
|
|
Epoch: [44][1401/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000189 (0.000250) Content loss 0.228256 (0.247411) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.377) D(SR) 0.000 ( 0.000)
|
|
Epoch: [44][1501/2490] Time 0.194 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000268 (0.000251) Content loss 0.262668 (0.247439) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.378) D(SR) 0.000 ( 0.000)
|
|
Epoch: [44][1601/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000239 (0.000251) Content loss 0.273482 (0.247441) Adversarial loss 0.000000 (0.000000) D(HR) 0.002 ( 0.380) D(SR) 0.000 ( 0.000)
|
|
Epoch: [44][1701/2490] Time 0.194 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000231 (0.000252) Content loss 0.233608 (0.247315) Adversarial loss 0.000000 (0.000000) D(HR) 0.844 ( 0.383) D(SR) 0.000 ( 0.000)
|
|
Epoch: [44][1801/2490] Time 0.187 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000196 (0.000252) Content loss 0.261760 (0.247006) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.387) D(SR) 0.000 ( 0.000)
|
|
Epoch: [44][1901/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000282 (0.000253) Content loss 0.217304 (0.247054) Adversarial loss 0.000000 (0.000000) D(HR) 0.979 ( 0.392) D(SR) 0.000 ( 0.000)
|
|
Epoch: [44][2001/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000225 (0.000252) Content loss 0.280685 (0.246636) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.387) D(SR) 0.000 ( 0.000)
|
|
Epoch: [44][2101/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000197 (0.000252) Content loss 0.277582 (0.246599) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.390) D(SR) 0.000 ( 0.000)
|
|
Epoch: [44][2201/2490] Time 0.194 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000234 (0.000253) Content loss 0.230725 (0.247149) Adversarial loss 0.000000 (0.000000) D(HR) 0.812 ( 0.393) D(SR) 0.000 ( 0.000)
|
|
Epoch: [44][2301/2490] Time 0.196 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000227 (0.000252) Content loss 0.249729 (0.247041) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.393) D(SR) 0.000 ( 0.000)
|
|
Epoch: [44][2401/2490] Time 0.203 ( 0.192) Data 0.001 ( 0.000) Pixel loss 0.000344 (0.000253) Content loss 0.267663 (0.246951) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.394) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.159 ( 0.159) PSNR 27.65 (27.65) SSIM 0.9648 (0.9648)
|
|
Test: [2/5] Time 0.287 ( 0.223) PSNR 39.84 (33.75) SSIM 0.9813 (0.9730)
|
|
Test: [3/5] Time 0.183 ( 0.209) PSNR 39.83 (35.77) SSIM 0.9819 (0.9760)
|
|
Test: [4/5] Time 0.308 ( 0.234) PSNR 33.40 (35.18) SSIM 0.9618 (0.9724)
|
|
Test: [5/5] Time 0.132 ( 0.214) PSNR 27.50 (33.64) SSIM 0.9584 (0.9696)
|
|
* Time 0.21 PSNR 33.64 SSIM 0.97
|
|
|
|
|
|
Epoch: [45][ 1/2490] Time 0.285 ( 0.285) Data 0.000 ( 0.000) Pixel loss 0.000225 (0.000225) Content loss 0.220045 (0.220045) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [45][ 101/2490] Time 0.186 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000182 (0.000257) Content loss 0.245327 (0.242696) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.287) D(SR) 0.000 ( 0.000)
|
|
Epoch: [45][ 201/2490] Time 0.185 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000209 (0.000257) Content loss 0.213444 (0.244553) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.334) D(SR) 0.000 ( 0.000)
|
|
Epoch: [45][ 301/2490] Time 0.196 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000280 (0.000252) Content loss 0.267637 (0.244105) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.319) D(SR) 0.000 ( 0.000)
|
|
Epoch: [45][ 401/2490] Time 0.186 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000270 (0.000256) Content loss 0.219894 (0.244649) Adversarial loss 0.000000 (0.000000) D(HR) 0.038 ( 0.354) D(SR) 0.000 ( 0.000)
|
|
Epoch: [45][ 501/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000316 (0.000256) Content loss 0.250249 (0.245558) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.368) D(SR) 0.000 ( 0.000)
|
|
Epoch: [45][ 601/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000222 (0.000255) Content loss 0.277718 (0.246711) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.379) D(SR) 0.000 ( 0.000)
|
|
Epoch: [45][ 701/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000343 (0.000253) Content loss 0.324638 (0.247040) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.367) D(SR) 0.000 ( 0.000)
|
|
Epoch: [45][ 801/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000215 (0.000252) Content loss 0.229384 (0.246447) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.362) D(SR) 0.000 ( 0.000)
|
|
Epoch: [45][ 901/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000209 (0.000253) Content loss 0.216597 (0.246856) Adversarial loss 0.000000 (0.000000) D(HR) 0.010 ( 0.370) D(SR) 0.000 ( 0.000)
|
|
Epoch: [45][1001/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000244 (0.000252) Content loss 0.209897 (0.246854) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.374) D(SR) 0.000 ( 0.000)
|
|
Epoch: [45][1101/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000265 (0.000253) Content loss 0.284270 (0.247119) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.377) D(SR) 0.000 ( 0.000)
|
|
Epoch: [45][1201/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000220 (0.000253) Content loss 0.276551 (0.247713) Adversarial loss 0.000000 (0.000000) D(HR) 0.779 ( 0.386) D(SR) 0.000 ( 0.000)
|
|
Epoch: [45][1301/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000225 (0.000253) Content loss 0.239909 (0.247216) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.386) D(SR) 0.000 ( 0.000)
|
|
Epoch: [45][1401/2490] Time 0.194 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000149 (0.000253) Content loss 0.250639 (0.246980) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.382) D(SR) 0.000 ( 0.000)
|
|
Epoch: [45][1501/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000281 (0.000254) Content loss 0.267164 (0.246818) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.380) D(SR) 0.000 ( 0.000)
|
|
Epoch: [45][1601/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000346 (0.000254) Content loss 0.238702 (0.247480) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.387) D(SR) 0.000 ( 0.000)
|
|
Epoch: [45][1701/2490] Time 0.186 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000291 (0.000254) Content loss 0.273119 (0.247516) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.388) D(SR) 0.000 ( 0.000)
|
|
Epoch: [45][1801/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000251 (0.000254) Content loss 0.337242 (0.247152) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.387) D(SR) 0.000 ( 0.000)
|
|
Epoch: [45][1901/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000187 (0.000254) Content loss 0.197380 (0.247228) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.386) D(SR) 0.000 ( 0.000)
|
|
Epoch: [45][2001/2490] Time 0.198 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000273 (0.000255) Content loss 0.272618 (0.247331) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.389) D(SR) 0.000 ( 0.000)
|
|
Epoch: [45][2101/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000264 (0.000254) Content loss 0.250479 (0.247240) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.388) D(SR) 0.000 ( 0.000)
|
|
Epoch: [45][2201/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000262 (0.000254) Content loss 0.184298 (0.247295) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.387) D(SR) 0.000 ( 0.000)
|
|
Epoch: [45][2301/2490] Time 0.194 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000290 (0.000254) Content loss 0.287793 (0.247185) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.386) D(SR) 0.000 ( 0.000)
|
|
Epoch: [45][2401/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000280 (0.000254) Content loss 0.204906 (0.247090) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.387) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.143 ( 0.143) PSNR 29.29 (29.29) SSIM 0.9650 (0.9650)
|
|
Test: [2/5] Time 0.311 ( 0.227) PSNR 42.18 (35.73) SSIM 0.9803 (0.9727)
|
|
Test: [3/5] Time 0.182 ( 0.212) PSNR 42.32 (37.93) SSIM 0.9812 (0.9755)
|
|
Test: [4/5] Time 0.309 ( 0.236) PSNR 36.35 (37.54) SSIM 0.9630 (0.9724)
|
|
Test: [5/5] Time 0.132 ( 0.215) PSNR 29.06 (35.84) SSIM 0.9581 (0.9695)
|
|
* Time 0.22 PSNR 35.84 SSIM 0.97
|
|
|
|
|
|
Epoch: [46][ 1/2490] Time 0.290 ( 0.290) Data 0.000 ( 0.000) Pixel loss 0.000251 (0.000251) Content loss 0.260379 (0.260379) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [46][ 101/2490] Time 0.191 ( 0.195) Data 0.000 ( 0.000) Pixel loss 0.000274 (0.000248) Content loss 0.274091 (0.245173) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.373) D(SR) 0.000 ( 0.000)
|
|
Epoch: [46][ 201/2490] Time 0.191 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000359 (0.000260) Content loss 0.259546 (0.247521) Adversarial loss 0.000000 (0.000000) D(HR) 0.733 ( 0.354) D(SR) 0.000 ( 0.000)
|
|
Epoch: [46][ 301/2490] Time 0.191 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000334 (0.000259) Content loss 0.190728 (0.249120) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.392) D(SR) 0.000 ( 0.000)
|
|
Epoch: [46][ 401/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000263 (0.000260) Content loss 0.222890 (0.249195) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.406) D(SR) 0.000 ( 0.000)
|
|
Epoch: [46][ 501/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000197 (0.000258) Content loss 0.210096 (0.248615) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.397) D(SR) 0.000 ( 0.000)
|
|
Epoch: [46][ 601/2490] Time 0.194 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000258 (0.000257) Content loss 0.276285 (0.247467) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.393) D(SR) 0.000 ( 0.000)
|
|
Epoch: [46][ 701/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000289 (0.000254) Content loss 0.259913 (0.247249) Adversarial loss 0.000000 (0.000000) D(HR) 0.823 ( 0.384) D(SR) 0.000 ( 0.000)
|
|
Epoch: [46][ 801/2490] Time 0.190 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000260 (0.000252) Content loss 0.266210 (0.246741) Adversarial loss 0.000000 (0.000000) D(HR) 0.109 ( 0.391) D(SR) 0.000 ( 0.000)
|
|
Epoch: [46][ 901/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000299 (0.000251) Content loss 0.307142 (0.246255) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.384) D(SR) 0.000 ( 0.000)
|
|
Epoch: [46][1001/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000239 (0.000249) Content loss 0.241179 (0.245283) Adversarial loss 0.000000 (0.000000) D(HR) 0.687 ( 0.373) D(SR) 0.000 ( 0.000)
|
|
Epoch: [46][1101/2490] Time 0.194 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000193 (0.000250) Content loss 0.231903 (0.246150) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.373) D(SR) 0.000 ( 0.000)
|
|
Epoch: [46][1201/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000230 (0.000249) Content loss 0.230715 (0.245414) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.364) D(SR) 0.000 ( 0.000)
|
|
Epoch: [46][1301/2490] Time 0.194 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000243 (0.000249) Content loss 0.248431 (0.245891) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.366) D(SR) 0.000 ( 0.000)
|
|
Epoch: [46][1401/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000294 (0.000250) Content loss 0.301023 (0.246249) Adversarial loss 0.000000 (0.000000) D(HR) 0.993 ( 0.371) D(SR) 0.000 ( 0.000)
|
|
Epoch: [46][1501/2490] Time 0.185 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000243 (0.000249) Content loss 0.270903 (0.246056) Adversarial loss 0.000000 (0.000000) D(HR) 0.295 ( 0.374) D(SR) 0.000 ( 0.000)
|
|
Epoch: [46][1601/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000181 (0.000249) Content loss 0.219496 (0.245813) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.377) D(SR) 0.000 ( 0.007)
|
|
Epoch: [46][1701/2490] Time 0.185 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000246 (0.000249) Content loss 0.239275 (0.245639) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.361) D(SR) 0.000 ( 0.006)
|
|
Epoch: [46][1801/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000284 (0.000249) Content loss 0.208339 (0.245712) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.349) D(SR) 0.000 ( 0.006)
|
|
Epoch: [46][1901/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000248 (0.000249) Content loss 0.291635 (0.245805) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.340) D(SR) 0.000 ( 0.006)
|
|
Epoch: [46][2001/2490] Time 0.188 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000279 (0.000249) Content loss 0.231304 (0.245817) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.327) D(SR) 0.000 ( 0.005)
|
|
Epoch: [46][2101/2490] Time 0.189 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000250 (0.000249) Content loss 0.252491 (0.245944) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.319) D(SR) 0.000 ( 0.005)
|
|
Epoch: [46][2201/2490] Time 0.187 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000212 (0.000249) Content loss 0.243216 (0.245920) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.311) D(SR) 0.000 ( 0.005)
|
|
Epoch: [46][2301/2490] Time 0.185 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000255 (0.000250) Content loss 0.233175 (0.246260) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.306) D(SR) 0.000 ( 0.005)
|
|
Epoch: [46][2401/2490] Time 0.179 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000213 (0.000250) Content loss 0.229955 (0.246035) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.298) D(SR) 0.000 ( 0.004)
|
|
Test: [1/5] Time 0.146 ( 0.146) PSNR 26.19 (26.19) SSIM 0.9626 (0.9626)
|
|
Test: [2/5] Time 0.326 ( 0.236) PSNR 38.65 (32.42) SSIM 0.9806 (0.9716)
|
|
Test: [3/5] Time 0.176 ( 0.216) PSNR 38.75 (34.53) SSIM 0.9815 (0.9749)
|
|
Test: [4/5] Time 0.274 ( 0.230) PSNR 35.04 (34.66) SSIM 0.9628 (0.9719)
|
|
Test: [5/5] Time 0.133 ( 0.211) PSNR 25.73 (32.87) SSIM 0.9553 (0.9686)
|
|
* Time 0.21 PSNR 32.87 SSIM 0.97
|
|
|
|
|
|
Epoch: [47][ 1/2490] Time 0.255 ( 0.255) Data 0.000 ( 0.000) Pixel loss 0.000295 (0.000295) Content loss 0.235574 (0.235574) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [47][ 101/2490] Time 0.189 ( 0.198) Data 0.000 ( 0.000) Pixel loss 0.000265 (0.000231) Content loss 0.226339 (0.245322) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.115) D(SR) 0.000 ( 0.000)
|
|
Epoch: [47][ 201/2490] Time 0.193 ( 0.195) Data 0.000 ( 0.000) Pixel loss 0.000218 (0.000237) Content loss 0.281625 (0.241598) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.124) D(SR) 0.000 ( 0.000)
|
|
Epoch: [47][ 301/2490] Time 0.190 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000244 (0.000245) Content loss 0.360947 (0.244206) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.142) D(SR) 0.000 ( 0.000)
|
|
Epoch: [47][ 401/2490] Time 0.185 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000219 (0.000247) Content loss 0.255431 (0.244782) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.136) D(SR) 0.000 ( 0.000)
|
|
Epoch: [47][ 501/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000273 (0.000247) Content loss 0.199011 (0.244253) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.140) D(SR) 0.000 ( 0.000)
|
|
Epoch: [47][ 601/2490] Time 0.196 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000273 (0.000250) Content loss 0.244390 (0.243687) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.140) D(SR) 0.000 ( 0.000)
|
|
Epoch: [47][ 701/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000255 (0.000248) Content loss 0.280384 (0.243210) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.139) D(SR) 0.000 ( 0.000)
|
|
Epoch: [47][ 801/2490] Time 0.188 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000261 (0.000249) Content loss 0.246162 (0.243310) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.136) D(SR) 0.000 ( 0.000)
|
|
Epoch: [47][ 901/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000301 (0.000249) Content loss 0.296444 (0.244297) Adversarial loss 0.000000 (0.000000) D(HR) 0.975 ( 0.134) D(SR) 0.000 ( 0.000)
|
|
Epoch: [47][1001/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000165 (0.000248) Content loss 0.185391 (0.243999) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.132) D(SR) 0.000 ( 0.000)
|
|
Epoch: [47][1101/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000218 (0.000249) Content loss 0.249108 (0.244172) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.136) D(SR) 0.000 ( 0.000)
|
|
Epoch: [47][1201/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000281 (0.000249) Content loss 0.257500 (0.244468) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.132) D(SR) 0.000 ( 0.000)
|
|
Epoch: [47][1301/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000217 (0.000249) Content loss 0.211092 (0.244394) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.132) D(SR) 0.000 ( 0.000)
|
|
Epoch: [47][1401/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000220 (0.000249) Content loss 0.202727 (0.244481) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.131) D(SR) 0.000 ( 0.000)
|
|
Epoch: [47][1501/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000291 (0.000249) Content loss 0.198496 (0.244132) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.131) D(SR) 0.000 ( 0.000)
|
|
Epoch: [47][1601/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000307 (0.000249) Content loss 0.249292 (0.244397) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.135) D(SR) 0.000 ( 0.000)
|
|
Epoch: [47][1701/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000225 (0.000250) Content loss 0.218075 (0.244345) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.137) D(SR) 0.000 ( 0.000)
|
|
Epoch: [47][1801/2490] Time 0.193 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000223 (0.000250) Content loss 0.239455 (0.244305) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.142) D(SR) 0.000 ( 0.000)
|
|
Epoch: [47][1901/2490] Time 0.185 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000328 (0.000250) Content loss 0.236208 (0.244465) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.144) D(SR) 0.000 ( 0.000)
|
|
Epoch: [47][2001/2490] Time 0.185 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000283 (0.000250) Content loss 0.257260 (0.243928) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.142) D(SR) 0.000 ( 0.000)
|
|
Epoch: [47][2101/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000332 (0.000251) Content loss 0.223295 (0.244180) Adversarial loss 0.000000 (0.000000) D(HR) 0.236 ( 0.146) D(SR) 0.000 ( 0.000)
|
|
Epoch: [47][2201/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000150 (0.000251) Content loss 0.174817 (0.244571) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.149) D(SR) 0.000 ( 0.000)
|
|
Epoch: [47][2301/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000216 (0.000251) Content loss 0.240315 (0.244565) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.151) D(SR) 0.000 ( 0.000)
|
|
Epoch: [47][2401/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000184 (0.000251) Content loss 0.263516 (0.244593) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.150) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.147 ( 0.147) PSNR 27.40 (27.40) SSIM 0.9638 (0.9638)
|
|
Test: [2/5] Time 0.291 ( 0.219) PSNR 40.39 (33.90) SSIM 0.9812 (0.9725)
|
|
Test: [3/5] Time 0.194 ( 0.211) PSNR 40.36 (36.05) SSIM 0.9817 (0.9756)
|
|
Test: [4/5] Time 0.305 ( 0.234) PSNR 34.14 (35.57) SSIM 0.9609 (0.9719)
|
|
Test: [5/5] Time 0.132 ( 0.214) PSNR 27.15 (33.89) SSIM 0.9569 (0.9689)
|
|
* Time 0.21 PSNR 33.89 SSIM 0.97
|
|
|
|
|
|
Epoch: [48][ 1/2490] Time 0.289 ( 0.289) Data 0.000 ( 0.000) Pixel loss 0.000281 (0.000281) Content loss 0.249881 (0.249881) Adversarial loss 0.000000 (0.000000) D(HR) 0.168 ( 0.168) D(SR) 0.000 ( 0.000)
|
|
Epoch: [48][ 101/2490] Time 0.189 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000347 (0.000246) Content loss 0.206074 (0.245759) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.180) D(SR) 0.000 ( 0.000)
|
|
Epoch: [48][ 201/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000212 (0.000246) Content loss 0.237339 (0.248141) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.169) D(SR) 0.000 ( 0.000)
|
|
Epoch: [48][ 301/2490] Time 0.188 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000212 (0.000250) Content loss 0.203370 (0.247746) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.159) D(SR) 0.000 ( 0.000)
|
|
Epoch: [48][ 401/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000164 (0.000250) Content loss 0.205971 (0.247100) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.157) D(SR) 0.000 ( 0.000)
|
|
Epoch: [48][ 501/2490] Time 0.185 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000229 (0.000249) Content loss 0.288305 (0.245572) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.157) D(SR) 0.000 ( 0.000)
|
|
Epoch: [48][ 601/2490] Time 0.186 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000253 (0.000248) Content loss 0.298272 (0.246765) Adversarial loss 0.000000 (0.000000) D(HR) 0.024 ( 0.167) D(SR) 0.000 ( 0.000)
|
|
Epoch: [48][ 701/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000296 (0.000249) Content loss 0.290785 (0.246283) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.163) D(SR) 0.000 ( 0.000)
|
|
Epoch: [48][ 801/2490] Time 0.194 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000159 (0.000247) Content loss 0.172335 (0.246202) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.162) D(SR) 0.000 ( 0.000)
|
|
Epoch: [48][ 901/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000180 (0.000247) Content loss 0.224086 (0.246137) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.166) D(SR) 0.000 ( 0.000)
|
|
Epoch: [48][1001/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000207 (0.000248) Content loss 0.229881 (0.246069) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.167) D(SR) 0.000 ( 0.000)
|
|
Epoch: [48][1101/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000263 (0.000247) Content loss 0.209647 (0.246356) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.193) D(SR) 0.000 ( 0.000)
|
|
Epoch: [48][1201/2490] Time 0.185 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000111 (0.000248) Content loss 0.168183 (0.246462) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.260) D(SR) 0.000 ( 0.000)
|
|
Epoch: [48][1301/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000280 (0.000248) Content loss 0.290434 (0.246137) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.316) D(SR) 0.000 ( 0.000)
|
|
Epoch: [48][1401/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000121 (0.000248) Content loss 0.159879 (0.245739) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.363) D(SR) 0.000 ( 0.000)
|
|
Epoch: [48][1501/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000249 (0.000248) Content loss 0.274129 (0.245676) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.406) D(SR) 0.000 ( 0.000)
|
|
Epoch: [48][1601/2490] Time 0.194 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000175 (0.000248) Content loss 0.263046 (0.245461) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.442) D(SR) 0.000 ( 0.000)
|
|
Epoch: [48][1701/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000282 (0.000248) Content loss 0.276841 (0.245590) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.475) D(SR) 0.000 ( 0.000)
|
|
Epoch: [48][1801/2490] Time 0.186 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000202 (0.000249) Content loss 0.273303 (0.245558) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.504) D(SR) 0.000 ( 0.000)
|
|
Epoch: [48][1901/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000286 (0.000248) Content loss 0.224370 (0.245343) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.528) D(SR) 0.000 ( 0.000)
|
|
Epoch: [48][2001/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000283 (0.000248) Content loss 0.220403 (0.245393) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.550) D(SR) 0.000 ( 0.000)
|
|
Epoch: [48][2101/2490] Time 0.189 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000200 (0.000248) Content loss 0.167938 (0.245442) Adversarial loss 0.000000 (0.000000) D(HR) 0.998 ( 0.571) D(SR) 0.000 ( 0.000)
|
|
Epoch: [48][2201/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000274 (0.000249) Content loss 0.186315 (0.245314) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.590) D(SR) 0.000 ( 0.000)
|
|
Epoch: [48][2301/2490] Time 0.185 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000167 (0.000249) Content loss 0.213193 (0.245203) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.607) D(SR) 0.000 ( 0.000)
|
|
Epoch: [48][2401/2490] Time 0.189 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000218 (0.000249) Content loss 0.270821 (0.245114) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.623) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.146 ( 0.146) PSNR 27.72 (27.72) SSIM 0.9634 (0.9634)
|
|
Test: [2/5] Time 0.309 ( 0.228) PSNR 40.02 (33.87) SSIM 0.9816 (0.9725)
|
|
Test: [3/5] Time 0.194 ( 0.216) PSNR 40.17 (35.97) SSIM 0.9825 (0.9758)
|
|
Test: [4/5] Time 0.294 ( 0.236) PSNR 34.35 (35.56) SSIM 0.9608 (0.9721)
|
|
Test: [5/5] Time 0.132 ( 0.215) PSNR 27.54 (33.96) SSIM 0.9571 (0.9691)
|
|
* Time 0.21 PSNR 33.96 SSIM 0.97
|
|
|
|
|
|
Epoch: [49][ 1/2490] Time 0.284 ( 0.284) Data 0.000 ( 0.000) Pixel loss 0.000246 (0.000246) Content loss 0.289032 (0.289032) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [49][ 101/2490] Time 0.191 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000185 (0.000247) Content loss 0.171298 (0.244661) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.980) D(SR) 0.000 ( 0.000)
|
|
Epoch: [49][ 201/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000227 (0.000244) Content loss 0.226491 (0.246987) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.989) D(SR) 0.000 ( 0.000)
|
|
Epoch: [49][ 301/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000317 (0.000243) Content loss 0.264658 (0.245667) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.989) D(SR) 0.000 ( 0.000)
|
|
Epoch: [49][ 401/2490] Time 0.189 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000288 (0.000244) Content loss 0.258875 (0.244300) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.991) D(SR) 0.000 ( 0.000)
|
|
Epoch: [49][ 501/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000217 (0.000243) Content loss 0.215951 (0.242991) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.989) D(SR) 0.000 ( 0.000)
|
|
Epoch: [49][ 601/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000226 (0.000242) Content loss 0.242357 (0.243169) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.989) D(SR) 0.000 ( 0.000)
|
|
Epoch: [49][ 701/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000236 (0.000241) Content loss 0.219105 (0.242988) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.988) D(SR) 0.000 ( 0.000)
|
|
Epoch: [49][ 801/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000151 (0.000241) Content loss 0.228447 (0.242709) Adversarial loss 0.000000 (0.000000) D(HR) 0.980 ( 0.989) D(SR) 0.000 ( 0.000)
|
|
Epoch: [49][ 901/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000181 (0.000240) Content loss 0.250485 (0.243023) Adversarial loss 0.000000 (0.000000) D(HR) 0.982 ( 0.989) D(SR) 0.000 ( 0.000)
|
|
Epoch: [49][1001/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000271 (0.000241) Content loss 0.190445 (0.242494) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.988) D(SR) 0.000 ( 0.000)
|
|
Epoch: [49][1101/2490] Time 0.185 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000198 (0.000241) Content loss 0.209175 (0.242795) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.988) D(SR) 0.000 ( 0.000)
|
|
Epoch: [49][1201/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000147 (0.000241) Content loss 0.197298 (0.242854) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.988) D(SR) 0.000 ( 0.000)
|
|
Epoch: [49][1301/2490] Time 0.186 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000329 (0.000242) Content loss 0.273196 (0.243185) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.988) D(SR) 0.000 ( 0.000)
|
|
Epoch: [49][1401/2490] Time 0.195 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000263 (0.000242) Content loss 0.303687 (0.242954) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.988) D(SR) 0.000 ( 0.000)
|
|
Epoch: [49][1501/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000302 (0.000243) Content loss 0.272008 (0.243125) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.989) D(SR) 0.000 ( 0.000)
|
|
Epoch: [49][1601/2490] Time 0.197 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000134 (0.000243) Content loss 0.187015 (0.243053) Adversarial loss 0.000000 (0.000000) D(HR) 0.029 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [49][1701/2490] Time 0.196 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000182 (0.000244) Content loss 0.261333 (0.243066) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [49][1801/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000238 (0.000245) Content loss 0.231617 (0.243495) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.988) D(SR) 0.000 ( 0.000)
|
|
Epoch: [49][1901/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000239 (0.000245) Content loss 0.279245 (0.243425) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [49][2001/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000227 (0.000244) Content loss 0.232597 (0.243376) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.988) D(SR) 0.000 ( 0.000)
|
|
Epoch: [49][2101/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000187 (0.000244) Content loss 0.239326 (0.243296) Adversarial loss 0.000000 (0.000000) D(HR) 0.594 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [49][2201/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000320 (0.000244) Content loss 0.261020 (0.243649) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [49][2301/2490] Time 0.194 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000303 (0.000244) Content loss 0.255142 (0.243803) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.988) D(SR) 0.000 ( 0.000)
|
|
Epoch: [49][2401/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000319 (0.000245) Content loss 0.265557 (0.243757) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.988) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.145 ( 0.145) PSNR 29.09 (29.09) SSIM 0.9675 (0.9675)
|
|
Test: [2/5] Time 0.316 ( 0.231) PSNR 39.94 (34.51) SSIM 0.9817 (0.9746)
|
|
Test: [3/5] Time 0.146 ( 0.203) PSNR 40.05 (36.36) SSIM 0.9825 (0.9772)
|
|
Test: [4/5] Time 0.313 ( 0.230) PSNR 36.99 (36.52) SSIM 0.9636 (0.9738)
|
|
Test: [5/5] Time 0.132 ( 0.211) PSNR 28.55 (34.92) SSIM 0.9610 (0.9713)
|
|
* Time 0.21 PSNR 34.92 SSIM 0.97
|
|
|
|
|
|
Epoch: [50][ 1/2490] Time 0.285 ( 0.285) Data 0.000 ( 0.000) Pixel loss 0.000239 (0.000239) Content loss 0.221360 (0.221360) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [50][ 101/2490] Time 0.190 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000154 (0.000235) Content loss 0.175122 (0.244771) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [50][ 201/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000394 (0.000246) Content loss 0.259162 (0.245192) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.985) D(SR) 0.000 ( 0.000)
|
|
Epoch: [50][ 301/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000346 (0.000245) Content loss 0.335368 (0.244875) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.990) D(SR) 0.000 ( 0.000)
|
|
Epoch: [50][ 401/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000244 (0.000245) Content loss 0.210635 (0.244464) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.988) D(SR) 0.000 ( 0.000)
|
|
Epoch: [50][ 501/2490] Time 0.188 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000207 (0.000242) Content loss 0.225576 (0.243436) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.986) D(SR) 0.000 ( 0.000)
|
|
Epoch: [50][ 601/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000280 (0.000241) Content loss 0.258309 (0.243713) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [50][ 701/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000242 (0.000241) Content loss 0.236922 (0.243653) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.988) D(SR) 0.000 ( 0.000)
|
|
Epoch: [50][ 801/2490] Time 0.188 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000188 (0.000242) Content loss 0.214010 (0.243425) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.989) D(SR) 0.000 ( 0.000)
|
|
Epoch: [50][ 901/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000276 (0.000243) Content loss 0.253142 (0.243865) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.989) D(SR) 0.000 ( 0.000)
|
|
Epoch: [50][1001/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000261 (0.000242) Content loss 0.306141 (0.244315) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.990) D(SR) 0.000 ( 0.000)
|
|
Epoch: [50][1101/2490] Time 0.194 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000215 (0.000243) Content loss 0.251046 (0.244444) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.988) D(SR) 0.000 ( 0.000)
|
|
Epoch: [50][1201/2490] Time 0.187 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000212 (0.000243) Content loss 0.244752 (0.244326) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.989) D(SR) 0.000 ( 0.000)
|
|
Epoch: [50][1301/2490] Time 0.185 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000211 (0.000242) Content loss 0.234866 (0.244698) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.988) D(SR) 0.000 ( 0.000)
|
|
Epoch: [50][1401/2490] Time 0.193 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000275 (0.000244) Content loss 0.249245 (0.245300) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.988) D(SR) 0.000 ( 0.000)
|
|
Epoch: [50][1501/2490] Time 0.186 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000286 (0.000244) Content loss 0.245193 (0.245391) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [50][1601/2490] Time 0.195 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000228 (0.000244) Content loss 0.235714 (0.244787) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.988) D(SR) 0.000 ( 0.000)
|
|
Epoch: [50][1701/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000296 (0.000243) Content loss 0.240777 (0.244546) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.988) D(SR) 0.000 ( 0.000)
|
|
Epoch: [50][1801/2490] Time 0.194 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000254 (0.000243) Content loss 0.242768 (0.244434) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.986) D(SR) 0.000 ( 0.000)
|
|
Epoch: [50][1901/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000209 (0.000243) Content loss 0.244170 (0.244452) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [50][2001/2490] Time 0.195 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000242 (0.000242) Content loss 0.226913 (0.244449) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.986) D(SR) 0.000 ( 0.000)
|
|
Epoch: [50][2101/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000275 (0.000242) Content loss 0.299262 (0.244513) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.986) D(SR) 0.000 ( 0.000)
|
|
Epoch: [50][2201/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000215 (0.000242) Content loss 0.264094 (0.244658) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [50][2301/2490] Time 0.195 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000155 (0.000241) Content loss 0.194044 (0.244568) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [50][2401/2490] Time 0.193 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000214 (0.000241) Content loss 0.267862 (0.244353) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.144 ( 0.144) PSNR 28.15 (28.15) SSIM 0.9629 (0.9629)
|
|
Test: [2/5] Time 0.314 ( 0.229) PSNR 40.25 (34.20) SSIM 0.9791 (0.9710)
|
|
Test: [3/5] Time 0.182 ( 0.213) PSNR 40.50 (36.30) SSIM 0.9799 (0.9740)
|
|
Test: [4/5] Time 0.315 ( 0.239) PSNR 35.08 (35.99) SSIM 0.9616 (0.9709)
|
|
Test: [5/5] Time 0.132 ( 0.217) PSNR 27.96 (34.39) SSIM 0.9553 (0.9678)
|
|
* Time 0.22 PSNR 34.39 SSIM 0.97
|
|
|
|
|
|
Epoch: [51][ 1/2490] Time 0.291 ( 0.291) Data 0.000 ( 0.000) Pixel loss 0.000305 (0.000305) Content loss 0.264614 (0.264614) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [51][ 101/2490] Time 0.191 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000182 (0.000244) Content loss 0.202652 (0.248542) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [51][ 201/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000247 (0.000249) Content loss 0.245807 (0.250170) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.995) D(SR) 0.000 ( 0.000)
|
|
Epoch: [51][ 301/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000231 (0.000250) Content loss 0.274217 (0.246317) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.990) D(SR) 0.000 ( 0.000)
|
|
Epoch: [51][ 401/2490] Time 0.187 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000284 (0.000247) Content loss 0.229577 (0.243344) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.985) D(SR) 0.000 ( 0.000)
|
|
Epoch: [51][ 501/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000241 (0.000247) Content loss 0.266811 (0.242581) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [51][ 601/2490] Time 0.185 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000312 (0.000243) Content loss 0.229697 (0.241437) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.988) D(SR) 0.000 ( 0.000)
|
|
Epoch: [51][ 701/2490] Time 0.196 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000281 (0.000243) Content loss 0.281170 (0.241194) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [51][ 801/2490] Time 0.189 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000264 (0.000242) Content loss 0.254729 (0.241933) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.986) D(SR) 0.000 ( 0.000)
|
|
Epoch: [51][ 901/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000216 (0.000243) Content loss 0.238270 (0.241566) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.983) D(SR) 0.000 ( 0.000)
|
|
Epoch: [51][1001/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000224 (0.000244) Content loss 0.229846 (0.242506) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.984) D(SR) 0.000 ( 0.000)
|
|
Epoch: [51][1101/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000248 (0.000244) Content loss 0.239251 (0.242671) Adversarial loss 0.000000 (0.000000) D(HR) 0.998 ( 0.984) D(SR) 0.000 ( 0.000)
|
|
Epoch: [51][1201/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000284 (0.000245) Content loss 0.298365 (0.242892) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.983) D(SR) 0.000 ( 0.000)
|
|
Epoch: [51][1301/2490] Time 0.186 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000228 (0.000245) Content loss 0.236702 (0.242808) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.984) D(SR) 0.000 ( 0.000)
|
|
Epoch: [51][1401/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000184 (0.000246) Content loss 0.234459 (0.242943) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.985) D(SR) 0.000 ( 0.000)
|
|
Epoch: [51][1501/2490] Time 0.194 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000171 (0.000247) Content loss 0.227073 (0.243338) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.985) D(SR) 0.000 ( 0.000)
|
|
Epoch: [51][1601/2490] Time 0.185 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000357 (0.000248) Content loss 0.294514 (0.243385) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.985) D(SR) 0.000 ( 0.000)
|
|
Epoch: [51][1701/2490] Time 0.185 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000206 (0.000247) Content loss 0.194324 (0.243212) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.986) D(SR) 0.000 ( 0.000)
|
|
Epoch: [51][1801/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000275 (0.000246) Content loss 0.253143 (0.243192) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [51][1901/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000306 (0.000246) Content loss 0.298422 (0.243119) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [51][2001/2490] Time 0.185 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000293 (0.000247) Content loss 0.236921 (0.243386) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.988) D(SR) 0.000 ( 0.000)
|
|
Epoch: [51][2101/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000245 (0.000246) Content loss 0.238096 (0.243196) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.988) D(SR) 0.000 ( 0.000)
|
|
Epoch: [51][2201/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000224 (0.000246) Content loss 0.206744 (0.243276) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.988) D(SR) 0.000 ( 0.000)
|
|
Epoch: [51][2301/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000244 (0.000246) Content loss 0.238940 (0.243297) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.988) D(SR) 0.000 ( 0.000)
|
|
Epoch: [51][2401/2490] Time 0.187 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000275 (0.000246) Content loss 0.230640 (0.243175) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.988) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.170 ( 0.170) PSNR 26.68 (26.68) SSIM 0.9649 (0.9649)
|
|
Test: [2/5] Time 0.266 ( 0.218) PSNR 39.39 (33.03) SSIM 0.9818 (0.9734)
|
|
Test: [3/5] Time 0.192 ( 0.209) PSNR 39.23 (35.10) SSIM 0.9824 (0.9764)
|
|
Test: [4/5] Time 0.314 ( 0.236) PSNR 34.50 (34.95) SSIM 0.9625 (0.9729)
|
|
Test: [5/5] Time 0.132 ( 0.215) PSNR 26.34 (33.23) SSIM 0.9583 (0.9700)
|
|
* Time 0.21 PSNR 33.23 SSIM 0.97
|
|
|
|
|
|
Epoch: [52][ 1/2490] Time 0.293 ( 0.293) Data 0.000 ( 0.000) Pixel loss 0.000200 (0.000200) Content loss 0.214116 (0.214116) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [52][ 101/2490] Time 0.189 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000293 (0.000244) Content loss 0.222896 (0.235569) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.971) D(SR) 0.000 ( 0.000)
|
|
Epoch: [52][ 201/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000229 (0.000240) Content loss 0.232722 (0.235576) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.983) D(SR) 0.000 ( 0.000)
|
|
Epoch: [52][ 301/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000290 (0.000238) Content loss 0.257085 (0.237114) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.989) D(SR) 0.000 ( 0.000)
|
|
Epoch: [52][ 401/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000109 (0.000231) Content loss 0.177264 (0.237500) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.989) D(SR) 0.000 ( 0.000)
|
|
Epoch: [52][ 501/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000301 (0.000228) Content loss 0.220981 (0.237936) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.988) D(SR) 0.000 ( 0.000)
|
|
Epoch: [52][ 601/2490] Time 0.185 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000157 (0.000225) Content loss 0.154879 (0.236573) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.985) D(SR) 0.000 ( 0.000)
|
|
Epoch: [52][ 701/2490] Time 0.185 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000271 (0.000224) Content loss 0.268376 (0.236681) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.984) D(SR) 0.000 ( 0.000)
|
|
Epoch: [52][ 801/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000258 (0.000224) Content loss 0.231806 (0.236740) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.984) D(SR) 0.000 ( 0.000)
|
|
Epoch: [52][ 901/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000198 (0.000223) Content loss 0.237014 (0.236538) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.986) D(SR) 0.000 ( 0.000)
|
|
Epoch: [52][1001/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000181 (0.000223) Content loss 0.233416 (0.237197) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [52][1101/2490] Time 0.194 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000211 (0.000223) Content loss 0.220292 (0.236816) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.988) D(SR) 0.000 ( 0.000)
|
|
Epoch: [52][1201/2490] Time 0.193 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000209 (0.000222) Content loss 0.227295 (0.236570) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.988) D(SR) 0.000 ( 0.000)
|
|
Epoch: [52][1301/2490] Time 0.186 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000127 (0.000222) Content loss 0.166269 (0.236355) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.988) D(SR) 0.000 ( 0.000)
|
|
Epoch: [52][1401/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000226 (0.000223) Content loss 0.240404 (0.236763) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.986) D(SR) 0.000 ( 0.000)
|
|
Epoch: [52][1501/2490] Time 0.194 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000235 (0.000223) Content loss 0.238463 (0.236317) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.986) D(SR) 0.000 ( 0.000)
|
|
Epoch: [52][1601/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000166 (0.000222) Content loss 0.210367 (0.235888) Adversarial loss 0.000000 (0.000000) D(HR) 0.993 ( 0.985) D(SR) 0.000 ( 0.000)
|
|
Epoch: [52][1701/2490] Time 0.194 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000158 (0.000222) Content loss 0.239110 (0.235714) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.985) D(SR) 0.000 ( 0.000)
|
|
Epoch: [52][1801/2490] Time 0.186 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000226 (0.000222) Content loss 0.222196 (0.235677) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.984) D(SR) 0.000 ( 0.000)
|
|
Epoch: [52][1901/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000225 (0.000222) Content loss 0.240126 (0.235453) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.984) D(SR) 0.000 ( 0.000)
|
|
Epoch: [52][2001/2490] Time 0.189 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000228 (0.000223) Content loss 0.281163 (0.235917) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.983) D(SR) 0.000 ( 0.000)
|
|
Epoch: [52][2101/2490] Time 0.185 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000137 (0.000222) Content loss 0.171314 (0.235859) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.983) D(SR) 0.000 ( 0.000)
|
|
Epoch: [52][2201/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000245 (0.000222) Content loss 0.233884 (0.235808) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.983) D(SR) 0.000 ( 0.000)
|
|
Epoch: [52][2301/2490] Time 0.196 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000311 (0.000223) Content loss 0.322782 (0.235902) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.984) D(SR) 0.000 ( 0.000)
|
|
Epoch: [52][2401/2490] Time 0.186 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000179 (0.000223) Content loss 0.227853 (0.236006) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.983) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.160 ( 0.160) PSNR 29.47 (29.47) SSIM 0.9642 (0.9642)
|
|
Test: [2/5] Time 0.306 ( 0.233) PSNR 39.08 (34.27) SSIM 0.9794 (0.9718)
|
|
Test: [3/5] Time 0.174 ( 0.213) PSNR 39.29 (35.95) SSIM 0.9805 (0.9747)
|
|
Test: [4/5] Time 0.318 ( 0.240) PSNR 38.07 (36.48) SSIM 0.9638 (0.9720)
|
|
Test: [5/5] Time 0.132 ( 0.218) PSNR 28.80 (34.94) SSIM 0.9563 (0.9689)
|
|
* Time 0.22 PSNR 34.94 SSIM 0.97
|
|
|
|
|
|
Epoch: [53][ 1/2490] Time 0.294 ( 0.294) Data 0.000 ( 0.000) Pixel loss 0.000225 (0.000225) Content loss 0.303272 (0.303272) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [53][ 101/2490] Time 0.193 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000226 (0.000214) Content loss 0.258389 (0.230166) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.973) D(SR) 0.000 ( 0.000)
|
|
Epoch: [53][ 201/2490] Time 0.242 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000266 (0.000224) Content loss 0.260017 (0.233372) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.986) D(SR) 0.000 ( 0.000)
|
|
Epoch: [53][ 301/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000287 (0.000222) Content loss 0.276584 (0.235133) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.986) D(SR) 0.000 ( 0.000)
|
|
Epoch: [53][ 401/2490] Time 0.195 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000159 (0.000223) Content loss 0.157750 (0.235261) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.989) D(SR) 0.000 ( 0.000)
|
|
Epoch: [53][ 501/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000184 (0.000222) Content loss 0.214396 (0.233758) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.989) D(SR) 0.000 ( 0.000)
|
|
Epoch: [53][ 601/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000195 (0.000221) Content loss 0.300614 (0.233386) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.990) D(SR) 0.000 ( 0.000)
|
|
Epoch: [53][ 701/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000196 (0.000221) Content loss 0.247340 (0.233388) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.991) D(SR) 0.000 ( 0.000)
|
|
Epoch: [53][ 801/2490] Time 0.189 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000264 (0.000221) Content loss 0.230029 (0.233406) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.992) D(SR) 0.000 ( 0.000)
|
|
Epoch: [53][ 901/2490] Time 0.189 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000352 (0.000220) Content loss 0.254424 (0.233265) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.992) D(SR) 0.000 ( 0.000)
|
|
Epoch: [53][1001/2490] Time 0.186 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000174 (0.000220) Content loss 0.175425 (0.233778) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.992) D(SR) 0.000 ( 0.000)
|
|
Epoch: [53][1101/2490] Time 0.186 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000193 (0.000220) Content loss 0.219737 (0.233684) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.993) D(SR) 0.000 ( 0.000)
|
|
Epoch: [53][1201/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000284 (0.000219) Content loss 0.324813 (0.233785) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.993) D(SR) 0.000 ( 0.000)
|
|
Epoch: [53][1301/2490] Time 0.194 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000188 (0.000218) Content loss 0.293496 (0.233722) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.994) D(SR) 0.000 ( 0.000)
|
|
Epoch: [53][1401/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000271 (0.000219) Content loss 0.282201 (0.233849) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.994) D(SR) 0.000 ( 0.000)
|
|
Epoch: [53][1501/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000160 (0.000218) Content loss 0.147433 (0.233631) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.995) D(SR) 0.000 ( 0.000)
|
|
Epoch: [53][1601/2490] Time 0.193 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000210 (0.000219) Content loss 0.228007 (0.233879) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.994) D(SR) 0.000 ( 0.000)
|
|
Epoch: [53][1701/2490] Time 0.185 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000253 (0.000219) Content loss 0.205796 (0.234352) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.995) D(SR) 0.000 ( 0.000)
|
|
Epoch: [53][1801/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000247 (0.000219) Content loss 0.241203 (0.233967) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.995) D(SR) 0.000 ( 0.000)
|
|
Epoch: [53][1901/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000303 (0.000219) Content loss 0.248571 (0.234058) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.995) D(SR) 0.000 ( 0.000)
|
|
Epoch: [53][2001/2490] Time 0.189 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000221 (0.000219) Content loss 0.230394 (0.234183) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.994) D(SR) 0.000 ( 0.000)
|
|
Epoch: [53][2101/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000189 (0.000219) Content loss 0.207182 (0.234253) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.995) D(SR) 0.000 ( 0.000)
|
|
Epoch: [53][2201/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000202 (0.000219) Content loss 0.246752 (0.234236) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.995) D(SR) 0.000 ( 0.000)
|
|
Epoch: [53][2301/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000219 (0.000219) Content loss 0.192575 (0.234581) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.995) D(SR) 0.000 ( 0.000)
|
|
Epoch: [53][2401/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000260 (0.000220) Content loss 0.270633 (0.234781) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.995) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.141 ( 0.141) PSNR 30.61 (30.61) SSIM 0.9651 (0.9651)
|
|
Test: [2/5] Time 0.264 ( 0.202) PSNR 40.90 (35.76) SSIM 0.9802 (0.9727)
|
|
Test: [3/5] Time 0.159 ( 0.188) PSNR 41.03 (37.51) SSIM 0.9809 (0.9754)
|
|
Test: [4/5] Time 0.261 ( 0.206) PSNR 39.14 (37.92) SSIM 0.9635 (0.9724)
|
|
Test: [5/5] Time 0.132 ( 0.191) PSNR 30.09 (36.35) SSIM 0.9576 (0.9695)
|
|
* Time 0.19 PSNR 36.35 SSIM 0.97
|
|
|
|
|
|
Epoch: [54][ 1/2490] Time 0.287 ( 0.287) Data 0.000 ( 0.000) Pixel loss 0.000220 (0.000220) Content loss 0.236718 (0.236718) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [54][ 101/2490] Time 0.246 ( 0.196) Data 0.000 ( 0.000) Pixel loss 0.000276 (0.000214) Content loss 0.283985 (0.232071) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.986) D(SR) 0.000 ( 0.000)
|
|
Epoch: [54][ 201/2490] Time 0.191 ( 0.196) Data 0.000 ( 0.000) Pixel loss 0.000236 (0.000218) Content loss 0.264742 (0.231513) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.988) D(SR) 0.000 ( 0.000)
|
|
Epoch: [54][ 301/2490] Time 0.191 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000115 (0.000220) Content loss 0.185019 (0.234647) Adversarial loss 0.000000 (0.000000) D(HR) 0.530 ( 0.989) D(SR) 0.000 ( 0.000)
|
|
Epoch: [54][ 401/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000203 (0.000218) Content loss 0.253437 (0.234722) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.990) D(SR) 0.000 ( 0.000)
|
|
Epoch: [54][ 501/2490] Time 0.193 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000158 (0.000221) Content loss 0.210314 (0.235721) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.991) D(SR) 0.000 ( 0.000)
|
|
Epoch: [54][ 601/2490] Time 0.185 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000264 (0.000221) Content loss 0.283951 (0.235564) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.991) D(SR) 0.000 ( 0.000)
|
|
Epoch: [54][ 701/2490] Time 0.185 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000204 (0.000220) Content loss 0.197602 (0.234720) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.990) D(SR) 0.000 ( 0.000)
|
|
Epoch: [54][ 801/2490] Time 0.186 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000246 (0.000220) Content loss 0.195263 (0.234522) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.992) D(SR) 0.000 ( 0.000)
|
|
Epoch: [54][ 901/2490] Time 0.194 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000220 (0.000221) Content loss 0.212356 (0.235006) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.989) D(SR) 0.000 ( 0.000)
|
|
Epoch: [54][1001/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000222 (0.000220) Content loss 0.203454 (0.234148) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.989) D(SR) 0.000 ( 0.000)
|
|
Epoch: [54][1101/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000187 (0.000221) Content loss 0.194396 (0.234140) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.988) D(SR) 0.000 ( 0.000)
|
|
Epoch: [54][1201/2490] Time 0.187 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000215 (0.000221) Content loss 0.267469 (0.234279) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.989) D(SR) 0.000 ( 0.000)
|
|
Epoch: [54][1301/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000212 (0.000221) Content loss 0.232609 (0.234699) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.988) D(SR) 0.000 ( 0.000)
|
|
Epoch: [54][1401/2490] Time 0.185 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000221 (0.000220) Content loss 0.272395 (0.234111) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.988) D(SR) 0.000 ( 0.000)
|
|
Epoch: [54][1501/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000174 (0.000220) Content loss 0.217669 (0.234004) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [54][1601/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000174 (0.000220) Content loss 0.233401 (0.234179) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [54][1701/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000319 (0.000220) Content loss 0.305750 (0.234001) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.988) D(SR) 0.000 ( 0.000)
|
|
Epoch: [54][1801/2490] Time 0.243 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000181 (0.000219) Content loss 0.242106 (0.234078) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [54][1901/2490] Time 0.195 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000295 (0.000219) Content loss 0.310807 (0.234182) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [54][2001/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000199 (0.000219) Content loss 0.236057 (0.234223) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [54][2101/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000244 (0.000218) Content loss 0.256697 (0.234046) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.986) D(SR) 0.000 ( 0.000)
|
|
Epoch: [54][2201/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000205 (0.000219) Content loss 0.277720 (0.233898) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [54][2301/2490] Time 0.194 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000195 (0.000218) Content loss 0.257149 (0.234043) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [54][2401/2490] Time 0.195 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000278 (0.000218) Content loss 0.292732 (0.234223) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.143 ( 0.143) PSNR 29.74 (29.74) SSIM 0.9659 (0.9659)
|
|
Test: [2/5] Time 0.312 ( 0.227) PSNR 41.07 (35.41) SSIM 0.9793 (0.9726)
|
|
Test: [3/5] Time 0.187 ( 0.214) PSNR 41.06 (37.29) SSIM 0.9803 (0.9752)
|
|
Test: [4/5] Time 0.303 ( 0.236) PSNR 37.27 (37.29) SSIM 0.9624 (0.9720)
|
|
Test: [5/5] Time 0.132 ( 0.215) PSNR 28.98 (35.63) SSIM 0.9580 (0.9692)
|
|
* Time 0.22 PSNR 35.63 SSIM 0.97
|
|
|
|
|
|
Epoch: [55][ 1/2490] Time 0.272 ( 0.272) Data 0.000 ( 0.000) Pixel loss 0.000214 (0.000214) Content loss 0.247043 (0.247043) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [55][ 101/2490] Time 0.190 ( 0.195) Data 0.000 ( 0.000) Pixel loss 0.000151 (0.000223) Content loss 0.195585 (0.232376) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.967) D(SR) 0.000 ( 0.000)
|
|
Epoch: [55][ 201/2490] Time 0.185 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000146 (0.000216) Content loss 0.175022 (0.234897) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.968) D(SR) 0.000 ( 0.000)
|
|
Epoch: [55][ 301/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000200 (0.000214) Content loss 0.245376 (0.234031) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.979) D(SR) 0.000 ( 0.000)
|
|
Epoch: [55][ 401/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000179 (0.000214) Content loss 0.220222 (0.233825) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.982) D(SR) 0.000 ( 0.000)
|
|
Epoch: [55][ 501/2490] Time 0.186 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000135 (0.000214) Content loss 0.220703 (0.233183) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.983) D(SR) 0.000 ( 0.000)
|
|
Epoch: [55][ 601/2490] Time 0.188 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000274 (0.000215) Content loss 0.303593 (0.233482) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.986) D(SR) 0.000 ( 0.000)
|
|
Epoch: [55][ 701/2490] Time 0.195 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000164 (0.000215) Content loss 0.205270 (0.234386) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.988) D(SR) 0.000 ( 0.000)
|
|
Epoch: [55][ 801/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000146 (0.000213) Content loss 0.203278 (0.233257) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.988) D(SR) 0.000 ( 0.000)
|
|
Epoch: [55][ 901/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000247 (0.000212) Content loss 0.259400 (0.233299) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.990) D(SR) 0.000 ( 0.000)
|
|
Epoch: [55][1001/2490] Time 0.194 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000231 (0.000211) Content loss 0.235474 (0.233626) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.990) D(SR) 0.000 ( 0.000)
|
|
Epoch: [55][1101/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000196 (0.000210) Content loss 0.250020 (0.233734) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [55][1201/2490] Time 0.186 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000221 (0.000211) Content loss 0.250423 (0.233752) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.986) D(SR) 0.000 ( 0.000)
|
|
Epoch: [55][1301/2490] Time 0.197 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000131 (0.000211) Content loss 0.187307 (0.234407) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [55][1401/2490] Time 0.185 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000199 (0.000211) Content loss 0.237441 (0.234211) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.988) D(SR) 0.000 ( 0.000)
|
|
Epoch: [55][1501/2490] Time 0.186 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000181 (0.000211) Content loss 0.186208 (0.234296) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.988) D(SR) 0.000 ( 0.000)
|
|
Epoch: [55][1601/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000227 (0.000212) Content loss 0.260372 (0.234403) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.988) D(SR) 0.000 ( 0.000)
|
|
Epoch: [55][1701/2490] Time 0.189 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000185 (0.000211) Content loss 0.249480 (0.234070) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [55][1801/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000298 (0.000212) Content loss 0.275581 (0.234140) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.988) D(SR) 0.000 ( 0.000)
|
|
Epoch: [55][1901/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000161 (0.000213) Content loss 0.159137 (0.233869) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.988) D(SR) 0.000 ( 0.000)
|
|
Epoch: [55][2001/2490] Time 0.226 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000340 (0.000213) Content loss 0.336442 (0.233892) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.989) D(SR) 0.000 ( 0.000)
|
|
Epoch: [55][2101/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000251 (0.000213) Content loss 0.236166 (0.233877) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.989) D(SR) 0.000 ( 0.000)
|
|
Epoch: [55][2201/2490] Time 0.195 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000172 (0.000213) Content loss 0.193467 (0.233755) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.989) D(SR) 0.000 ( 0.000)
|
|
Epoch: [55][2301/2490] Time 0.185 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000167 (0.000212) Content loss 0.199873 (0.233609) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.989) D(SR) 0.000 ( 0.000)
|
|
Epoch: [55][2401/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000189 (0.000212) Content loss 0.232871 (0.233364) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.989) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.147 ( 0.147) PSNR 31.87 (31.87) SSIM 0.9623 (0.9623)
|
|
Test: [2/5] Time 0.326 ( 0.237) PSNR 41.84 (36.85) SSIM 0.9778 (0.9700)
|
|
Test: [3/5] Time 0.234 ( 0.236) PSNR 41.82 (38.51) SSIM 0.9790 (0.9730)
|
|
Test: [4/5] Time 0.319 ( 0.257) PSNR 39.22 (38.68) SSIM 0.9611 (0.9700)
|
|
Test: [5/5] Time 0.133 ( 0.232) PSNR 30.99 (37.14) SSIM 0.9544 (0.9669)
|
|
* Time 0.23 PSNR 37.14 SSIM 0.97
|
|
|
|
|
|
Epoch: [56][ 1/2490] Time 0.277 ( 0.277) Data 0.000 ( 0.000) Pixel loss 0.000181 (0.000181) Content loss 0.243226 (0.243226) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [56][ 101/2490] Time 0.191 ( 0.204) Data 0.000 ( 0.000) Pixel loss 0.000167 (0.000212) Content loss 0.184660 (0.239436) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.985) D(SR) 0.000 ( 0.000)
|
|
Epoch: [56][ 201/2490] Time 0.189 ( 0.198) Data 0.000 ( 0.000) Pixel loss 0.000254 (0.000214) Content loss 0.218487 (0.236632) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.978) D(SR) 0.000 ( 0.000)
|
|
Epoch: [56][ 301/2490] Time 0.191 ( 0.196) Data 0.000 ( 0.000) Pixel loss 0.000248 (0.000213) Content loss 0.238042 (0.236771) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.982) D(SR) 0.000 ( 0.000)
|
|
Epoch: [56][ 401/2490] Time 0.192 ( 0.195) Data 0.000 ( 0.000) Pixel loss 0.000245 (0.000210) Content loss 0.296631 (0.236759) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.984) D(SR) 0.000 ( 0.000)
|
|
Epoch: [56][ 501/2490] Time 0.192 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000346 (0.000210) Content loss 0.233586 (0.234967) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.985) D(SR) 0.000 ( 0.000)
|
|
Epoch: [56][ 601/2490] Time 0.194 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000283 (0.000214) Content loss 0.250619 (0.235478) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.983) D(SR) 0.000 ( 0.000)
|
|
Epoch: [56][ 701/2490] Time 0.191 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000132 (0.000215) Content loss 0.142798 (0.235354) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.984) D(SR) 0.000 ( 0.000)
|
|
Epoch: [56][ 801/2490] Time 0.190 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000181 (0.000216) Content loss 0.285377 (0.235952) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.986) D(SR) 0.000 ( 0.000)
|
|
Epoch: [56][ 901/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000196 (0.000216) Content loss 0.251280 (0.236684) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.985) D(SR) 0.000 ( 0.000)
|
|
Epoch: [56][1001/2490] Time 0.189 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000192 (0.000215) Content loss 0.292215 (0.236201) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.986) D(SR) 0.000 ( 0.000)
|
|
Epoch: [56][1101/2490] Time 0.193 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000163 (0.000214) Content loss 0.245808 (0.235705) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.986) D(SR) 0.000 ( 0.000)
|
|
Epoch: [56][1201/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000235 (0.000214) Content loss 0.252485 (0.235622) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [56][1301/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000229 (0.000214) Content loss 0.262928 (0.235536) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.985) D(SR) 0.000 ( 0.000)
|
|
Epoch: [56][1401/2490] Time 0.196 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000244 (0.000214) Content loss 0.257480 (0.236110) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.986) D(SR) 0.000 ( 0.000)
|
|
Epoch: [56][1501/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000230 (0.000214) Content loss 0.259800 (0.235779) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.986) D(SR) 0.000 ( 0.000)
|
|
Epoch: [56][1601/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000189 (0.000213) Content loss 0.253802 (0.235570) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.986) D(SR) 0.000 ( 0.000)
|
|
Epoch: [56][1701/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000109 (0.000214) Content loss 0.141897 (0.235556) Adversarial loss 0.000000 (0.000000) D(HR) 0.971 ( 0.986) D(SR) 0.000 ( 0.000)
|
|
Epoch: [56][1801/2490] Time 0.186 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000245 (0.000214) Content loss 0.243838 (0.235643) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [56][1901/2490] Time 0.193 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000153 (0.000214) Content loss 0.223233 (0.235151) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [56][2001/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000279 (0.000214) Content loss 0.246240 (0.235098) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [56][2101/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000173 (0.000215) Content loss 0.248805 (0.235135) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.988) D(SR) 0.000 ( 0.000)
|
|
Epoch: [56][2201/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000132 (0.000215) Content loss 0.184481 (0.235128) Adversarial loss 0.000000 (0.000000) D(HR) 0.999 ( 0.988) D(SR) 0.000 ( 0.000)
|
|
Epoch: [56][2301/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000166 (0.000215) Content loss 0.150601 (0.235189) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.989) D(SR) 0.000 ( 0.000)
|
|
Epoch: [56][2401/2490] Time 0.193 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000150 (0.000215) Content loss 0.166851 (0.235072) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.989) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.141 ( 0.141) PSNR 31.30 (31.30) SSIM 0.9663 (0.9663)
|
|
Test: [2/5] Time 0.307 ( 0.224) PSNR 41.61 (36.46) SSIM 0.9803 (0.9733)
|
|
Test: [3/5] Time 0.192 ( 0.213) PSNR 41.75 (38.22) SSIM 0.9814 (0.9760)
|
|
Test: [4/5] Time 0.272 ( 0.228) PSNR 37.84 (38.13) SSIM 0.9637 (0.9729)
|
|
Test: [5/5] Time 0.132 ( 0.209) PSNR 30.96 (36.69) SSIM 0.9595 (0.9702)
|
|
* Time 0.21 PSNR 36.69 SSIM 0.97
|
|
|
|
|
|
Epoch: [57][ 1/2490] Time 0.304 ( 0.304) Data 0.000 ( 0.000) Pixel loss 0.000192 (0.000192) Content loss 0.247013 (0.247013) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [57][ 101/2490] Time 0.194 ( 0.202) Data 0.000 ( 0.000) Pixel loss 0.000161 (0.000203) Content loss 0.202333 (0.231563) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.951) D(SR) 0.000 ( 0.000)
|
|
Epoch: [57][ 201/2490] Time 0.185 ( 0.196) Data 0.000 ( 0.000) Pixel loss 0.000217 (0.000208) Content loss 0.279823 (0.230358) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.965) D(SR) 0.000 ( 0.000)
|
|
Epoch: [57][ 301/2490] Time 0.190 ( 0.195) Data 0.000 ( 0.000) Pixel loss 0.000327 (0.000214) Content loss 0.283908 (0.231645) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.973) D(SR) 0.000 ( 0.000)
|
|
Epoch: [57][ 401/2490] Time 0.194 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000213 (0.000214) Content loss 0.225713 (0.232355) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.977) D(SR) 0.000 ( 0.000)
|
|
Epoch: [57][ 501/2490] Time 0.190 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000233 (0.000216) Content loss 0.246164 (0.230898) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.981) D(SR) 0.000 ( 0.000)
|
|
Epoch: [57][ 601/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000137 (0.000215) Content loss 0.181000 (0.230714) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.981) D(SR) 0.000 ( 0.000)
|
|
Epoch: [57][ 701/2490] Time 0.187 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000292 (0.000215) Content loss 0.244920 (0.230589) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.982) D(SR) 0.000 ( 0.000)
|
|
Epoch: [57][ 801/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000289 (0.000216) Content loss 0.267795 (0.231234) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.984) D(SR) 0.000 ( 0.000)
|
|
Epoch: [57][ 901/2490] Time 0.184 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000193 (0.000217) Content loss 0.179298 (0.231793) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.985) D(SR) 0.000 ( 0.000)
|
|
Epoch: [57][1001/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000310 (0.000215) Content loss 0.248439 (0.231942) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.984) D(SR) 0.000 ( 0.000)
|
|
Epoch: [57][1101/2490] Time 0.195 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000229 (0.000214) Content loss 0.186725 (0.231674) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.984) D(SR) 0.000 ( 0.000)
|
|
Epoch: [57][1201/2490] Time 0.195 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000306 (0.000214) Content loss 0.245538 (0.231493) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.985) D(SR) 0.000 ( 0.000)
|
|
Epoch: [57][1301/2490] Time 0.189 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000208 (0.000215) Content loss 0.204164 (0.232176) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.986) D(SR) 0.000 ( 0.000)
|
|
Epoch: [57][1401/2490] Time 0.182 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000295 (0.000215) Content loss 0.279020 (0.232436) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.985) D(SR) 0.000 ( 0.000)
|
|
Epoch: [57][1501/2490] Time 0.186 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000223 (0.000215) Content loss 0.235964 (0.232273) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.985) D(SR) 0.000 ( 0.000)
|
|
Epoch: [57][1601/2490] Time 0.186 ( 0.190) Data 0.000 ( 0.000) Pixel loss 0.000239 (0.000215) Content loss 0.222444 (0.232315) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.985) D(SR) 0.000 ( 0.000)
|
|
Epoch: [57][1701/2490] Time 0.191 ( 0.190) Data 0.000 ( 0.000) Pixel loss 0.000175 (0.000216) Content loss 0.180617 (0.232571) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.986) D(SR) 0.000 ( 0.000)
|
|
Epoch: [57][1801/2490] Time 0.195 ( 0.190) Data 0.000 ( 0.000) Pixel loss 0.000218 (0.000216) Content loss 0.275656 (0.232961) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.986) D(SR) 0.000 ( 0.000)
|
|
Epoch: [57][1901/2490] Time 0.185 ( 0.190) Data 0.000 ( 0.000) Pixel loss 0.000276 (0.000216) Content loss 0.246539 (0.233297) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.986) D(SR) 0.000 ( 0.000)
|
|
Epoch: [57][2001/2490] Time 0.187 ( 0.190) Data 0.000 ( 0.000) Pixel loss 0.000293 (0.000216) Content loss 0.226780 (0.232864) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.986) D(SR) 0.000 ( 0.000)
|
|
Epoch: [57][2101/2490] Time 0.189 ( 0.190) Data 0.000 ( 0.000) Pixel loss 0.000167 (0.000215) Content loss 0.217569 (0.232916) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [57][2201/2490] Time 0.174 ( 0.190) Data 0.000 ( 0.000) Pixel loss 0.000217 (0.000215) Content loss 0.231490 (0.232662) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [57][2301/2490] Time 0.187 ( 0.189) Data 0.000 ( 0.000) Pixel loss 0.000223 (0.000215) Content loss 0.283656 (0.233001) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [57][2401/2490] Time 0.185 ( 0.189) Data 0.000 ( 0.000) Pixel loss 0.000192 (0.000215) Content loss 0.216876 (0.233178) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.163 ( 0.163) PSNR 29.96 (29.96) SSIM 0.9660 (0.9660)
|
|
Test: [2/5] Time 0.237 ( 0.200) PSNR 40.00 (34.98) SSIM 0.9794 (0.9727)
|
|
Test: [3/5] Time 0.141 ( 0.180) PSNR 40.11 (36.69) SSIM 0.9805 (0.9753)
|
|
Test: [4/5] Time 0.233 ( 0.193) PSNR 37.01 (36.77) SSIM 0.9630 (0.9722)
|
|
Test: [5/5] Time 0.133 ( 0.181) PSNR 29.54 (35.33) SSIM 0.9594 (0.9697)
|
|
* Time 0.18 PSNR 35.33 SSIM 0.97
|
|
|
|
|
|
Epoch: [58][ 1/2490] Time 0.337 ( 0.337) Data 0.000 ( 0.000) Pixel loss 0.000224 (0.000224) Content loss 0.288521 (0.288521) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [58][ 101/2490] Time 0.194 ( 0.209) Data 0.000 ( 0.000) Pixel loss 0.000213 (0.000204) Content loss 0.264303 (0.227391) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.990) D(SR) 0.000 ( 0.000)
|
|
Epoch: [58][ 201/2490] Time 0.192 ( 0.204) Data 0.000 ( 0.000) Pixel loss 0.000244 (0.000205) Content loss 0.284401 (0.231853) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.995) D(SR) 0.000 ( 0.000)
|
|
Epoch: [58][ 301/2490] Time 0.187 ( 0.202) Data 0.000 ( 0.000) Pixel loss 0.000200 (0.000201) Content loss 0.243336 (0.231167) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.990) D(SR) 0.000 ( 0.000)
|
|
Epoch: [58][ 401/2490] Time 0.185 ( 0.200) Data 0.000 ( 0.000) Pixel loss 0.000237 (0.000206) Content loss 0.252984 (0.231279) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.990) D(SR) 0.000 ( 0.000)
|
|
Epoch: [58][ 501/2490] Time 0.190 ( 0.200) Data 0.000 ( 0.000) Pixel loss 0.000206 (0.000207) Content loss 0.237233 (0.232321) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.986) D(SR) 0.000 ( 0.000)
|
|
Epoch: [58][ 601/2490] Time 0.192 ( 0.200) Data 0.000 ( 0.000) Pixel loss 0.000149 (0.000206) Content loss 0.219060 (0.231214) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.989) D(SR) 0.000 ( 0.000)
|
|
Epoch: [58][ 701/2490] Time 0.192 ( 0.200) Data 0.000 ( 0.000) Pixel loss 0.000303 (0.000206) Content loss 0.262991 (0.231368) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.990) D(SR) 0.000 ( 0.000)
|
|
Epoch: [58][ 801/2490] Time 0.193 ( 0.200) Data 0.000 ( 0.000) Pixel loss 0.000272 (0.000208) Content loss 0.290617 (0.232132) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.989) D(SR) 0.000 ( 0.000)
|
|
Epoch: [58][ 901/2490] Time 0.188 ( 0.200) Data 0.000 ( 0.000) Pixel loss 0.000134 (0.000208) Content loss 0.180537 (0.231351) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.988) D(SR) 0.000 ( 0.000)
|
|
Epoch: [58][1001/2490] Time 0.192 ( 0.199) Data 0.000 ( 0.000) Pixel loss 0.000144 (0.000209) Content loss 0.180063 (0.231498) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.986) D(SR) 0.000 ( 0.000)
|
|
Epoch: [58][1101/2490] Time 0.186 ( 0.198) Data 0.000 ( 0.000) Pixel loss 0.000283 (0.000209) Content loss 0.243983 (0.231506) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [58][1201/2490] Time 0.185 ( 0.197) Data 0.000 ( 0.000) Pixel loss 0.000191 (0.000208) Content loss 0.242573 (0.231274) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [58][1301/2490] Time 0.188 ( 0.197) Data 0.000 ( 0.000) Pixel loss 0.000247 (0.000208) Content loss 0.240958 (0.231168) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [58][1401/2490] Time 0.183 ( 0.196) Data 0.000 ( 0.000) Pixel loss 0.000229 (0.000209) Content loss 0.253048 (0.231188) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [58][1501/2490] Time 0.188 ( 0.196) Data 0.000 ( 0.000) Pixel loss 0.000250 (0.000209) Content loss 0.243779 (0.231556) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.986) D(SR) 0.000 ( 0.000)
|
|
Epoch: [58][1601/2490] Time 0.185 ( 0.195) Data 0.000 ( 0.000) Pixel loss 0.000160 (0.000209) Content loss 0.191844 (0.231299) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.986) D(SR) 0.000 ( 0.000)
|
|
Epoch: [58][1701/2490] Time 0.186 ( 0.195) Data 0.000 ( 0.000) Pixel loss 0.000237 (0.000209) Content loss 0.259685 (0.231424) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [58][1801/2490] Time 0.193 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000162 (0.000209) Content loss 0.259200 (0.231476) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [58][1901/2490] Time 0.190 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000165 (0.000208) Content loss 0.154546 (0.231470) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.986) D(SR) 0.000 ( 0.000)
|
|
Epoch: [58][2001/2490] Time 0.189 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000240 (0.000208) Content loss 0.220040 (0.231385) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.986) D(SR) 0.000 ( 0.000)
|
|
Epoch: [58][2101/2490] Time 0.193 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000206 (0.000209) Content loss 0.217837 (0.231681) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [58][2201/2490] Time 0.190 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000203 (0.000209) Content loss 0.203239 (0.231838) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [58][2301/2490] Time 0.194 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000294 (0.000209) Content loss 0.279402 (0.232105) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [58][2401/2490] Time 0.188 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000244 (0.000209) Content loss 0.225250 (0.232481) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.145 ( 0.145) PSNR 31.12 (31.12) SSIM 0.9651 (0.9651)
|
|
Test: [2/5] Time 0.309 ( 0.227) PSNR 40.77 (35.94) SSIM 0.9788 (0.9720)
|
|
Test: [3/5] Time 0.191 ( 0.215) PSNR 40.87 (37.59) SSIM 0.9802 (0.9747)
|
|
Test: [4/5] Time 0.304 ( 0.237) PSNR 39.54 (38.07) SSIM 0.9632 (0.9718)
|
|
Test: [5/5] Time 0.132 ( 0.216) PSNR 30.40 (36.54) SSIM 0.9577 (0.9690)
|
|
* Time 0.22 PSNR 36.54 SSIM 0.97
|
|
|
|
|
|
Epoch: [59][ 1/2490] Time 0.286 ( 0.286) Data 0.000 ( 0.000) Pixel loss 0.000091 (0.000091) Content loss 0.161390 (0.161390) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [59][ 101/2490] Time 0.186 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000149 (0.000212) Content loss 0.211606 (0.230272) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.985) D(SR) 0.000 ( 0.000)
|
|
Epoch: [59][ 201/2490] Time 0.185 ( 0.190) Data 0.000 ( 0.000) Pixel loss 0.000200 (0.000210) Content loss 0.244856 (0.231467) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.990) D(SR) 0.000 ( 0.000)
|
|
Epoch: [59][ 301/2490] Time 0.190 ( 0.189) Data 0.000 ( 0.000) Pixel loss 0.000304 (0.000209) Content loss 0.307328 (0.231957) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.986) D(SR) 0.000 ( 0.000)
|
|
Epoch: [59][ 401/2490] Time 0.191 ( 0.189) Data 0.000 ( 0.000) Pixel loss 0.000171 (0.000209) Content loss 0.217087 (0.232546) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.986) D(SR) 0.000 ( 0.000)
|
|
Epoch: [59][ 501/2490] Time 0.190 ( 0.190) Data 0.000 ( 0.000) Pixel loss 0.000210 (0.000210) Content loss 0.217833 (0.231558) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.983) D(SR) 0.000 ( 0.000)
|
|
Epoch: [59][ 601/2490] Time 0.185 ( 0.189) Data 0.000 ( 0.000) Pixel loss 0.000143 (0.000212) Content loss 0.190107 (0.231516) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.983) D(SR) 0.000 ( 0.000)
|
|
Epoch: [59][ 701/2490] Time 0.190 ( 0.189) Data 0.000 ( 0.000) Pixel loss 0.000269 (0.000214) Content loss 0.273597 (0.232299) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.984) D(SR) 0.000 ( 0.000)
|
|
Epoch: [59][ 801/2490] Time 0.191 ( 0.189) Data 0.000 ( 0.000) Pixel loss 0.000216 (0.000216) Content loss 0.221311 (0.232339) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.984) D(SR) 0.000 ( 0.000)
|
|
Epoch: [59][ 901/2490] Time 0.191 ( 0.190) Data 0.000 ( 0.000) Pixel loss 0.000202 (0.000215) Content loss 0.198176 (0.231951) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.983) D(SR) 0.000 ( 0.000)
|
|
Epoch: [59][1001/2490] Time 0.185 ( 0.190) Data 0.000 ( 0.000) Pixel loss 0.000181 (0.000214) Content loss 0.256489 (0.231942) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.985) D(SR) 0.000 ( 0.000)
|
|
Epoch: [59][1101/2490] Time 0.192 ( 0.190) Data 0.000 ( 0.000) Pixel loss 0.000162 (0.000213) Content loss 0.242954 (0.231787) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.986) D(SR) 0.000 ( 0.000)
|
|
Epoch: [59][1201/2490] Time 0.194 ( 0.190) Data 0.000 ( 0.000) Pixel loss 0.000218 (0.000213) Content loss 0.275281 (0.232343) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.986) D(SR) 0.000 ( 0.000)
|
|
Epoch: [59][1301/2490] Time 0.194 ( 0.190) Data 0.000 ( 0.000) Pixel loss 0.000201 (0.000212) Content loss 0.213192 (0.232154) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.986) D(SR) 0.000 ( 0.000)
|
|
Epoch: [59][1401/2490] Time 0.185 ( 0.190) Data 0.000 ( 0.000) Pixel loss 0.000266 (0.000211) Content loss 0.243885 (0.232236) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.986) D(SR) 0.000 ( 0.000)
|
|
Epoch: [59][1501/2490] Time 0.191 ( 0.190) Data 0.000 ( 0.000) Pixel loss 0.000169 (0.000211) Content loss 0.230999 (0.232473) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.986) D(SR) 0.000 ( 0.000)
|
|
Epoch: [59][1601/2490] Time 0.185 ( 0.190) Data 0.000 ( 0.000) Pixel loss 0.000165 (0.000212) Content loss 0.201469 (0.232895) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [59][1701/2490] Time 0.188 ( 0.190) Data 0.000 ( 0.000) Pixel loss 0.000215 (0.000211) Content loss 0.253209 (0.232792) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [59][1801/2490] Time 0.184 ( 0.189) Data 0.000 ( 0.000) Pixel loss 0.000158 (0.000211) Content loss 0.168657 (0.232550) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.986) D(SR) 0.000 ( 0.000)
|
|
Epoch: [59][1901/2490] Time 0.185 ( 0.190) Data 0.000 ( 0.000) Pixel loss 0.000234 (0.000211) Content loss 0.235104 (0.232923) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.986) D(SR) 0.000 ( 0.000)
|
|
Epoch: [59][2001/2490] Time 0.191 ( 0.189) Data 0.000 ( 0.000) Pixel loss 0.000176 (0.000210) Content loss 0.226667 (0.233162) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.986) D(SR) 0.000 ( 0.000)
|
|
Epoch: [59][2101/2490] Time 0.185 ( 0.190) Data 0.000 ( 0.000) Pixel loss 0.000229 (0.000209) Content loss 0.273970 (0.233153) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [59][2201/2490] Time 0.194 ( 0.189) Data 0.000 ( 0.000) Pixel loss 0.000167 (0.000210) Content loss 0.231464 (0.233307) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.988) D(SR) 0.000 ( 0.000)
|
|
Epoch: [59][2301/2490] Time 0.185 ( 0.190) Data 0.000 ( 0.000) Pixel loss 0.000205 (0.000210) Content loss 0.247098 (0.233261) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [59][2401/2490] Time 0.190 ( 0.190) Data 0.000 ( 0.000) Pixel loss 0.000182 (0.000210) Content loss 0.245779 (0.233114) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.986) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.142 ( 0.142) PSNR 31.17 (31.17) SSIM 0.9660 (0.9660)
|
|
Test: [2/5] Time 0.308 ( 0.225) PSNR 41.14 (36.15) SSIM 0.9787 (0.9724)
|
|
Test: [3/5] Time 0.183 ( 0.211) PSNR 41.13 (37.81) SSIM 0.9799 (0.9749)
|
|
Test: [4/5] Time 0.306 ( 0.235) PSNR 39.36 (38.20) SSIM 0.9627 (0.9718)
|
|
Test: [5/5] Time 0.132 ( 0.214) PSNR 30.42 (36.64) SSIM 0.9590 (0.9693)
|
|
* Time 0.21 PSNR 36.64 SSIM 0.97
|
|
|
|
|
|
Epoch: [60][ 1/2490] Time 0.285 ( 0.285) Data 0.000 ( 0.000) Pixel loss 0.000154 (0.000154) Content loss 0.206206 (0.206206) Adversarial loss 0.000000 (0.000000) D(HR) 0.016 ( 0.016) D(SR) 0.000 ( 0.000)
|
|
Epoch: [60][ 101/2490] Time 0.192 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000146 (0.000215) Content loss 0.249052 (0.239027) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.980) D(SR) 0.000 ( 0.000)
|
|
Epoch: [60][ 201/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000183 (0.000207) Content loss 0.221095 (0.235278) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.985) D(SR) 0.000 ( 0.000)
|
|
Epoch: [60][ 301/2490] Time 0.189 ( 0.190) Data 0.000 ( 0.000) Pixel loss 0.000302 (0.000211) Content loss 0.264165 (0.235386) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [60][ 401/2490] Time 0.185 ( 0.189) Data 0.000 ( 0.000) Pixel loss 0.000160 (0.000210) Content loss 0.193303 (0.234497) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.990) D(SR) 0.000 ( 0.000)
|
|
Epoch: [60][ 501/2490] Time 0.186 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000192 (0.000209) Content loss 0.219574 (0.234921) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.991) D(SR) 0.000 ( 0.000)
|
|
Epoch: [60][ 601/2490] Time 0.187 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000261 (0.000209) Content loss 0.260770 (0.235145) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.992) D(SR) 0.000 ( 0.000)
|
|
Epoch: [60][ 701/2490] Time 0.186 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000215 (0.000208) Content loss 0.231156 (0.234081) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.989) D(SR) 0.000 ( 0.000)
|
|
Epoch: [60][ 801/2490] Time 0.180 ( 0.187) Data 0.000 ( 0.000) Pixel loss 0.000328 (0.000208) Content loss 0.233801 (0.234639) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.989) D(SR) 0.000 ( 0.000)
|
|
Epoch: [60][ 901/2490] Time 0.177 ( 0.187) Data 0.000 ( 0.000) Pixel loss 0.000231 (0.000208) Content loss 0.202294 (0.234963) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.990) D(SR) 0.000 ( 0.000)
|
|
Epoch: [60][1001/2490] Time 0.185 ( 0.187) Data 0.000 ( 0.000) Pixel loss 0.000153 (0.000207) Content loss 0.219545 (0.234575) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.989) D(SR) 0.000 ( 0.000)
|
|
Epoch: [60][1101/2490] Time 0.192 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000289 (0.000207) Content loss 0.285129 (0.234157) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.990) D(SR) 0.000 ( 0.000)
|
|
Epoch: [60][1201/2490] Time 0.196 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000221 (0.000206) Content loss 0.229065 (0.233789) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.989) D(SR) 0.000 ( 0.000)
|
|
Epoch: [60][1301/2490] Time 0.185 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000223 (0.000207) Content loss 0.239708 (0.233716) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.990) D(SR) 0.000 ( 0.000)
|
|
Epoch: [60][1401/2490] Time 0.186 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000218 (0.000207) Content loss 0.260926 (0.233474) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.990) D(SR) 0.000 ( 0.000)
|
|
Epoch: [60][1501/2490] Time 0.181 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000214 (0.000207) Content loss 0.288005 (0.233354) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.990) D(SR) 0.000 ( 0.000)
|
|
Epoch: [60][1601/2490] Time 0.190 ( 0.187) Data 0.000 ( 0.000) Pixel loss 0.000153 (0.000206) Content loss 0.201777 (0.233045) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.989) D(SR) 0.000 ( 0.000)
|
|
Epoch: [60][1701/2490] Time 0.190 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000197 (0.000207) Content loss 0.213661 (0.232984) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.988) D(SR) 0.000 ( 0.000)
|
|
Epoch: [60][1801/2490] Time 0.194 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000208 (0.000207) Content loss 0.231653 (0.233260) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [60][1901/2490] Time 0.188 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000268 (0.000207) Content loss 0.214326 (0.233109) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [60][2001/2490] Time 0.196 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000202 (0.000207) Content loss 0.176324 (0.232951) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [60][2101/2490] Time 0.185 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000165 (0.000207) Content loss 0.172509 (0.232813) Adversarial loss 0.000000 (0.000000) D(HR) 0.987 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [60][2201/2490] Time 0.235 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000229 (0.000207) Content loss 0.260876 (0.232735) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [60][2301/2490] Time 0.189 ( 0.189) Data 0.000 ( 0.000) Pixel loss 0.000217 (0.000207) Content loss 0.195440 (0.232872) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [60][2401/2490] Time 0.194 ( 0.189) Data 0.000 ( 0.000) Pixel loss 0.000274 (0.000207) Content loss 0.305577 (0.233005) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.988) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.176 ( 0.176) PSNR 33.12 (33.12) SSIM 0.9671 (0.9671)
|
|
Test: [2/5] Time 0.268 ( 0.222) PSNR 41.58 (37.35) SSIM 0.9798 (0.9735)
|
|
Test: [3/5] Time 0.187 ( 0.210) PSNR 41.80 (38.83) SSIM 0.9810 (0.9760)
|
|
Test: [4/5] Time 0.310 ( 0.235) PSNR 39.93 (39.11) SSIM 0.9632 (0.9728)
|
|
Test: [5/5] Time 0.132 ( 0.215) PSNR 32.72 (37.83) SSIM 0.9602 (0.9703)
|
|
* Time 0.21 PSNR 37.83 SSIM 0.97
|
|
|
|
|
|
Epoch: [61][ 1/2490] Time 0.279 ( 0.279) Data 0.000 ( 0.000) Pixel loss 0.000230 (0.000230) Content loss 0.268164 (0.268164) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [61][ 101/2490] Time 0.234 ( 0.195) Data 0.000 ( 0.000) Pixel loss 0.000143 (0.000203) Content loss 0.234301 (0.232916) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [61][ 201/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000175 (0.000203) Content loss 0.211496 (0.228118) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [61][ 301/2490] Time 0.186 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000195 (0.000200) Content loss 0.296474 (0.228071) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [61][ 401/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000181 (0.000197) Content loss 0.198052 (0.228366) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.985) D(SR) 0.000 ( 0.000)
|
|
Epoch: [61][ 501/2490] Time 0.195 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000186 (0.000199) Content loss 0.233569 (0.229418) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.985) D(SR) 0.000 ( 0.000)
|
|
Epoch: [61][ 601/2490] Time 0.194 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000203 (0.000201) Content loss 0.238056 (0.229753) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [61][ 701/2490] Time 0.195 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000222 (0.000202) Content loss 0.253227 (0.229868) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.000)
|
|
Epoch: [61][ 801/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000203 (0.000203) Content loss 0.228658 (0.230014) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.986) D(SR) 0.000 ( 0.000)
|
|
Epoch: [61][ 901/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000211 (0.000203) Content loss 0.231652 (0.230285) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.985) D(SR) 0.000 ( 0.000)
|
|
Epoch: [61][1001/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000255 (0.000204) Content loss 0.260559 (0.230753) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.986) D(SR) 0.000 ( 0.000)
|
|
Epoch: [61][1101/2490] Time 0.195 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000268 (0.000203) Content loss 0.297479 (0.230824) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.985) D(SR) 0.000 ( 0.000)
|
|
Epoch: [61][1201/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000190 (0.000203) Content loss 0.241662 (0.231225) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.985) D(SR) 0.000 ( 0.000)
|
|
Epoch: [61][1301/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000274 (0.000204) Content loss 0.268985 (0.231334) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.978) D(SR) 0.000 ( 0.000)
|
|
Epoch: [61][1401/2490] Time 0.194 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000195 (0.000204) Content loss 0.204505 (0.231364) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.941) D(SR) 0.000 ( 0.000)
|
|
Epoch: [61][1501/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000197 (0.000205) Content loss 0.262314 (0.231789) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.911) D(SR) 0.000 ( 0.000)
|
|
Epoch: [61][1601/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000157 (0.000205) Content loss 0.209709 (0.231790) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.886) D(SR) 0.000 ( 0.000)
|
|
Epoch: [61][1701/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000211 (0.000205) Content loss 0.264951 (0.231786) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.863) D(SR) 0.000 ( 0.000)
|
|
Epoch: [61][1801/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000258 (0.000205) Content loss 0.236650 (0.231917) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.840) D(SR) 0.000 ( 0.000)
|
|
Epoch: [61][1901/2490] Time 0.194 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000178 (0.000205) Content loss 0.175744 (0.231724) Adversarial loss 0.000000 (0.000000) D(HR) 0.003 ( 0.819) D(SR) 0.000 ( 0.000)
|
|
Epoch: [61][2001/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000240 (0.000206) Content loss 0.208515 (0.231633) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.802) D(SR) 0.000 ( 0.000)
|
|
Epoch: [61][2101/2490] Time 0.195 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000201 (0.000206) Content loss 0.241526 (0.231990) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.788) D(SR) 0.000 ( 0.000)
|
|
Epoch: [61][2201/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000147 (0.000206) Content loss 0.191378 (0.232060) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.775) D(SR) 0.000 ( 0.000)
|
|
Epoch: [61][2301/2490] Time 0.194 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000155 (0.000206) Content loss 0.211702 (0.232122) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.762) D(SR) 0.000 ( 0.000)
|
|
Epoch: [61][2401/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000192 (0.000206) Content loss 0.231105 (0.232124) Adversarial loss 0.000000 (0.000000) D(HR) 0.790 ( 0.749) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.141 ( 0.141) PSNR 31.35 (31.35) SSIM 0.9660 (0.9660)
|
|
Test: [2/5] Time 0.258 ( 0.199) PSNR 41.20 (36.27) SSIM 0.9793 (0.9726)
|
|
Test: [3/5] Time 0.157 ( 0.185) PSNR 41.35 (37.97) SSIM 0.9806 (0.9753)
|
|
Test: [4/5] Time 0.291 ( 0.212) PSNR 38.13 (38.01) SSIM 0.9632 (0.9723)
|
|
Test: [5/5] Time 0.132 ( 0.196) PSNR 30.80 (36.57) SSIM 0.9586 (0.9695)
|
|
* Time 0.20 PSNR 36.57 SSIM 0.97
|
|
|
|
|
|
Epoch: [62][ 1/2490] Time 0.274 ( 0.274) Data 0.000 ( 0.000) Pixel loss 0.000188 (0.000188) Content loss 0.253969 (0.253969) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [62][ 101/2490] Time 0.194 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000208 (0.000206) Content loss 0.220439 (0.235300) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.463) D(SR) 0.000 ( 0.000)
|
|
Epoch: [62][ 201/2490] Time 0.187 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000171 (0.000210) Content loss 0.158939 (0.231710) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.448) D(SR) 0.000 ( 0.000)
|
|
Epoch: [62][ 301/2490] Time 0.186 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000268 (0.000208) Content loss 0.224189 (0.230721) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.447) D(SR) 0.000 ( 0.000)
|
|
Epoch: [62][ 401/2490] Time 0.193 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000211 (0.000207) Content loss 0.198607 (0.231988) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.443) D(SR) 0.000 ( 0.000)
|
|
Epoch: [62][ 501/2490] Time 0.186 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000169 (0.000204) Content loss 0.205232 (0.231864) Adversarial loss 0.000000 (0.000000) D(HR) 0.842 ( 0.446) D(SR) 0.000 ( 0.000)
|
|
Epoch: [62][ 601/2490] Time 0.186 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000271 (0.000205) Content loss 0.287138 (0.232250) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.463) D(SR) 0.000 ( 0.000)
|
|
Epoch: [62][ 701/2490] Time 0.189 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000175 (0.000205) Content loss 0.195882 (0.232761) Adversarial loss 0.000000 (0.000000) D(HR) 0.727 ( 0.459) D(SR) 0.000 ( 0.000)
|
|
Epoch: [62][ 801/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000240 (0.000207) Content loss 0.299612 (0.232960) Adversarial loss 0.000000 (0.000000) D(HR) 0.173 ( 0.467) D(SR) 0.000 ( 0.000)
|
|
Epoch: [62][ 901/2490] Time 0.186 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000118 (0.000207) Content loss 0.193108 (0.232953) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.471) D(SR) 0.000 ( 0.000)
|
|
Epoch: [62][1001/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000235 (0.000207) Content loss 0.250600 (0.233387) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.475) D(SR) 0.000 ( 0.000)
|
|
Epoch: [62][1101/2490] Time 0.186 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000297 (0.000208) Content loss 0.320321 (0.233522) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.475) D(SR) 0.000 ( 0.000)
|
|
Epoch: [62][1201/2490] Time 0.195 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000187 (0.000208) Content loss 0.230141 (0.233379) Adversarial loss 0.000000 (0.000000) D(HR) 0.984 ( 0.475) D(SR) 0.000 ( 0.000)
|
|
Epoch: [62][1301/2490] Time 0.196 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000130 (0.000208) Content loss 0.173848 (0.233077) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.478) D(SR) 0.000 ( 0.000)
|
|
Epoch: [62][1401/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000195 (0.000207) Content loss 0.204575 (0.232614) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.469) D(SR) 0.000 ( 0.000)
|
|
Epoch: [62][1501/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000171 (0.000207) Content loss 0.205610 (0.232289) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.473) D(SR) 0.000 ( 0.000)
|
|
Epoch: [62][1601/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000270 (0.000206) Content loss 0.284378 (0.232426) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.473) D(SR) 0.000 ( 0.000)
|
|
Epoch: [62][1701/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000145 (0.000206) Content loss 0.153544 (0.232405) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.476) D(SR) 0.000 ( 0.000)
|
|
Epoch: [62][1801/2490] Time 0.195 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000220 (0.000206) Content loss 0.202683 (0.232346) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.475) D(SR) 0.000 ( 0.000)
|
|
Epoch: [62][1901/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000240 (0.000206) Content loss 0.269341 (0.232273) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.473) D(SR) 0.000 ( 0.000)
|
|
Epoch: [62][2001/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000261 (0.000206) Content loss 0.272490 (0.232488) Adversarial loss 0.000000 (0.000000) D(HR) 0.995 ( 0.476) D(SR) 0.000 ( 0.000)
|
|
Epoch: [62][2101/2490] Time 0.194 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000251 (0.000207) Content loss 0.266703 (0.232386) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.475) D(SR) 0.000 ( 0.000)
|
|
Epoch: [62][2201/2490] Time 0.185 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000323 (0.000207) Content loss 0.318738 (0.232490) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.475) D(SR) 0.000 ( 0.000)
|
|
Epoch: [62][2301/2490] Time 0.184 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000184 (0.000207) Content loss 0.232956 (0.232442) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.473) D(SR) 0.000 ( 0.000)
|
|
Epoch: [62][2401/2490] Time 0.187 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000150 (0.000207) Content loss 0.166839 (0.232363) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.473) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.144 ( 0.144) PSNR 32.86 (32.86) SSIM 0.9670 (0.9670)
|
|
Test: [2/5] Time 0.310 ( 0.227) PSNR 41.87 (37.36) SSIM 0.9806 (0.9738)
|
|
Test: [3/5] Time 0.174 ( 0.209) PSNR 41.89 (38.87) SSIM 0.9817 (0.9765)
|
|
Test: [4/5] Time 0.297 ( 0.231) PSNR 40.17 (39.20) SSIM 0.9633 (0.9732)
|
|
Test: [5/5] Time 0.132 ( 0.211) PSNR 32.19 (37.79) SSIM 0.9602 (0.9706)
|
|
* Time 0.21 PSNR 37.79 SSIM 0.97
|
|
|
|
|
|
Epoch: [63][ 1/2490] Time 0.288 ( 0.288) Data 0.000 ( 0.000) Pixel loss 0.000161 (0.000161) Content loss 0.253524 (0.253524) Adversarial loss 0.000000 (0.000000) D(HR) 0.999 ( 0.999) D(SR) 0.000 ( 0.000)
|
|
Epoch: [63][ 101/2490] Time 0.186 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000207 (0.000195) Content loss 0.241750 (0.231613) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.414) D(SR) 0.000 ( 0.000)
|
|
Epoch: [63][ 201/2490] Time 0.183 ( 0.190) Data 0.000 ( 0.000) Pixel loss 0.000181 (0.000195) Content loss 0.265078 (0.228768) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.452) D(SR) 0.000 ( 0.000)
|
|
Epoch: [63][ 301/2490] Time 0.187 ( 0.189) Data 0.000 ( 0.000) Pixel loss 0.000257 (0.000199) Content loss 0.233891 (0.230292) Adversarial loss 0.000000 (0.000000) D(HR) 0.997 ( 0.480) D(SR) 0.000 ( 0.000)
|
|
Epoch: [63][ 401/2490] Time 0.187 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000172 (0.000205) Content loss 0.206724 (0.232138) Adversarial loss 0.000000 (0.000000) D(HR) 0.995 ( 0.509) D(SR) 0.000 ( 0.000)
|
|
Epoch: [63][ 501/2490] Time 0.186 ( 0.189) Data 0.000 ( 0.000) Pixel loss 0.000268 (0.000205) Content loss 0.304200 (0.231543) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.491) D(SR) 0.000 ( 0.000)
|
|
Epoch: [63][ 601/2490] Time 0.186 ( 0.189) Data 0.000 ( 0.000) Pixel loss 0.000211 (0.000205) Content loss 0.219904 (0.231147) Adversarial loss 0.000000 (0.000000) D(HR) 0.001 ( 0.482) D(SR) 0.000 ( 0.000)
|
|
Epoch: [63][ 701/2490] Time 0.186 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000218 (0.000204) Content loss 0.231795 (0.230960) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.484) D(SR) 0.000 ( 0.000)
|
|
Epoch: [63][ 801/2490] Time 0.185 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000228 (0.000204) Content loss 0.282410 (0.231134) Adversarial loss 0.000000 (0.000000) D(HR) 0.905 ( 0.482) D(SR) 0.000 ( 0.000)
|
|
Epoch: [63][ 901/2490] Time 0.189 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000179 (0.000204) Content loss 0.240260 (0.231273) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.486) D(SR) 0.000 ( 0.000)
|
|
Epoch: [63][1001/2490] Time 0.182 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000237 (0.000204) Content loss 0.220261 (0.231133) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.481) D(SR) 0.000 ( 0.000)
|
|
Epoch: [63][1101/2490] Time 0.185 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000215 (0.000204) Content loss 0.235886 (0.231134) Adversarial loss 0.000000 (0.000000) D(HR) 0.007 ( 0.483) D(SR) 0.000 ( 0.000)
|
|
Epoch: [63][1201/2490] Time 0.186 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000196 (0.000205) Content loss 0.249754 (0.231403) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.482) D(SR) 0.000 ( 0.000)
|
|
Epoch: [63][1301/2490] Time 0.187 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000195 (0.000205) Content loss 0.241698 (0.231558) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.480) D(SR) 0.000 ( 0.000)
|
|
Epoch: [63][1401/2490] Time 0.188 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000166 (0.000205) Content loss 0.238055 (0.231085) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.479) D(SR) 0.000 ( 0.000)
|
|
Epoch: [63][1501/2490] Time 0.186 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000185 (0.000204) Content loss 0.214896 (0.231187) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.474) D(SR) 0.000 ( 0.000)
|
|
Epoch: [63][1601/2490] Time 0.185 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000173 (0.000205) Content loss 0.196548 (0.231463) Adversarial loss 0.000000 (0.000000) D(HR) 0.968 ( 0.480) D(SR) 0.000 ( 0.000)
|
|
Epoch: [63][1701/2490] Time 0.186 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000246 (0.000205) Content loss 0.237056 (0.231570) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.497) D(SR) 0.000 ( 0.000)
|
|
Epoch: [63][1801/2490] Time 0.191 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000249 (0.000205) Content loss 0.221654 (0.231755) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.503) D(SR) 0.000 ( 0.000)
|
|
Epoch: [63][1901/2490] Time 0.184 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000165 (0.000205) Content loss 0.194707 (0.231831) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.513) D(SR) 0.000 ( 0.000)
|
|
Epoch: [63][2001/2490] Time 0.188 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000212 (0.000205) Content loss 0.255519 (0.231925) Adversarial loss 0.000000 (0.000000) D(HR) 0.953 ( 0.521) D(SR) 0.000 ( 0.000)
|
|
Epoch: [63][2101/2490] Time 0.181 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000219 (0.000205) Content loss 0.144321 (0.232043) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.526) D(SR) 0.000 ( 0.000)
|
|
Epoch: [63][2201/2490] Time 0.186 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000154 (0.000206) Content loss 0.237469 (0.232126) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.538) D(SR) 0.000 ( 0.000)
|
|
Epoch: [63][2301/2490] Time 0.186 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000246 (0.000206) Content loss 0.241137 (0.232073) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.541) D(SR) 0.000 ( 0.000)
|
|
Epoch: [63][2401/2490] Time 0.191 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000223 (0.000206) Content loss 0.215947 (0.232071) Adversarial loss 0.000000 (0.000000) D(HR) 0.007 ( 0.543) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.141 ( 0.141) PSNR 31.18 (31.18) SSIM 0.9647 (0.9647)
|
|
Test: [2/5] Time 0.302 ( 0.221) PSNR 41.01 (36.10) SSIM 0.9785 (0.9716)
|
|
Test: [3/5] Time 0.186 ( 0.210) PSNR 41.03 (37.74) SSIM 0.9794 (0.9742)
|
|
Test: [4/5] Time 0.311 ( 0.235) PSNR 39.40 (38.15) SSIM 0.9637 (0.9716)
|
|
Test: [5/5] Time 0.133 ( 0.214) PSNR 30.65 (36.65) SSIM 0.9568 (0.9686)
|
|
* Time 0.21 PSNR 36.65 SSIM 0.97
|
|
|
|
|
|
Epoch: [64][ 1/2490] Time 0.257 ( 0.257) Data 0.000 ( 0.000) Pixel loss 0.000190 (0.000190) Content loss 0.197963 (0.197963) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [64][ 101/2490] Time 0.194 ( 0.199) Data 0.000 ( 0.000) Pixel loss 0.000130 (0.000208) Content loss 0.178280 (0.237651) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.779) D(SR) 0.000 ( 0.000)
|
|
Epoch: [64][ 201/2490] Time 0.192 ( 0.196) Data 0.000 ( 0.000) Pixel loss 0.000249 (0.000206) Content loss 0.286184 (0.234657) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.741) D(SR) 0.000 ( 0.000)
|
|
Epoch: [64][ 301/2490] Time 0.195 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000278 (0.000206) Content loss 0.227890 (0.234894) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.722) D(SR) 0.000 ( 0.000)
|
|
Epoch: [64][ 401/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000186 (0.000206) Content loss 0.213294 (0.235254) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.711) D(SR) 0.000 ( 0.000)
|
|
Epoch: [64][ 501/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000328 (0.000205) Content loss 0.284803 (0.234730) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.682) D(SR) 0.000 ( 0.000)
|
|
Epoch: [64][ 601/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000299 (0.000206) Content loss 0.261460 (0.234937) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.674) D(SR) 0.000 ( 0.000)
|
|
Epoch: [64][ 701/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000176 (0.000205) Content loss 0.257431 (0.234129) Adversarial loss 0.000000 (0.000000) D(HR) 0.004 ( 0.671) D(SR) 0.000 ( 0.000)
|
|
Epoch: [64][ 801/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000181 (0.000205) Content loss 0.236302 (0.233746) Adversarial loss 0.000000 (0.000000) D(HR) 0.947 ( 0.666) D(SR) 0.000 ( 0.000)
|
|
Epoch: [64][ 901/2490] Time 0.186 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000200 (0.000205) Content loss 0.265156 (0.233774) Adversarial loss 0.000000 (0.000000) D(HR) 0.953 ( 0.667) D(SR) 0.000 ( 0.000)
|
|
Epoch: [64][1001/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000205 (0.000204) Content loss 0.216223 (0.233416) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.669) D(SR) 0.000 ( 0.000)
|
|
Epoch: [64][1101/2490] Time 0.186 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000187 (0.000204) Content loss 0.223660 (0.233102) Adversarial loss 0.000000 (0.000000) D(HR) 0.994 ( 0.668) D(SR) 0.000 ( 0.000)
|
|
Epoch: [64][1201/2490] Time 0.188 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000196 (0.000204) Content loss 0.254047 (0.233143) Adversarial loss 0.000000 (0.000000) D(HR) 0.001 ( 0.665) D(SR) 0.000 ( 0.000)
|
|
Epoch: [64][1301/2490] Time 0.194 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000188 (0.000204) Content loss 0.215348 (0.233082) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.664) D(SR) 0.000 ( 0.000)
|
|
Epoch: [64][1401/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000225 (0.000203) Content loss 0.194517 (0.233077) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.659) D(SR) 0.000 ( 0.000)
|
|
Epoch: [64][1501/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000158 (0.000203) Content loss 0.186395 (0.233204) Adversarial loss 0.000000 (0.000000) D(HR) 0.463 ( 0.661) D(SR) 0.000 ( 0.000)
|
|
Epoch: [64][1601/2490] Time 0.196 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000158 (0.000203) Content loss 0.174863 (0.232882) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.666) D(SR) 0.000 ( 0.000)
|
|
Epoch: [64][1701/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000221 (0.000203) Content loss 0.203419 (0.232746) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.664) D(SR) 0.000 ( 0.000)
|
|
Epoch: [64][1801/2490] Time 0.186 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000200 (0.000203) Content loss 0.212389 (0.232609) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.662) D(SR) 0.000 ( 0.000)
|
|
Epoch: [64][1901/2490] Time 0.194 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000159 (0.000203) Content loss 0.194773 (0.232595) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.662) D(SR) 0.000 ( 0.000)
|
|
Epoch: [64][2001/2490] Time 0.185 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000171 (0.000203) Content loss 0.192193 (0.232549) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.665) D(SR) 0.000 ( 0.000)
|
|
Epoch: [64][2101/2490] Time 0.185 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000194 (0.000203) Content loss 0.259010 (0.232529) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.664) D(SR) 0.000 ( 0.000)
|
|
Epoch: [64][2201/2490] Time 0.186 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000190 (0.000203) Content loss 0.172226 (0.232309) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.665) D(SR) 0.000 ( 0.000)
|
|
Epoch: [64][2301/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000212 (0.000203) Content loss 0.241341 (0.232342) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.667) D(SR) 0.000 ( 0.000)
|
|
Epoch: [64][2401/2490] Time 0.186 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000234 (0.000204) Content loss 0.229381 (0.232661) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.668) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.143 ( 0.143) PSNR 31.81 (31.81) SSIM 0.9644 (0.9644)
|
|
Test: [2/5] Time 0.312 ( 0.227) PSNR 41.72 (36.76) SSIM 0.9765 (0.9705)
|
|
Test: [3/5] Time 0.187 ( 0.214) PSNR 41.94 (38.49) SSIM 0.9780 (0.9730)
|
|
Test: [4/5] Time 0.316 ( 0.239) PSNR 39.59 (38.77) SSIM 0.9624 (0.9703)
|
|
Test: [5/5] Time 0.132 ( 0.218) PSNR 31.24 (37.26) SSIM 0.9566 (0.9676)
|
|
* Time 0.22 PSNR 37.26 SSIM 0.97
|
|
|
|
|
|
Epoch: [65][ 1/2490] Time 0.281 ( 0.281) Data 0.000 ( 0.000) Pixel loss 0.000176 (0.000176) Content loss 0.241406 (0.241406) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [65][ 101/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000189 (0.000195) Content loss 0.178936 (0.231812) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.655) D(SR) 0.000 ( 0.000)
|
|
Epoch: [65][ 201/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000249 (0.000207) Content loss 0.262340 (0.232434) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.617) D(SR) 0.000 ( 0.000)
|
|
Epoch: [65][ 301/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000155 (0.000208) Content loss 0.203686 (0.233424) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.640) D(SR) 0.000 ( 0.000)
|
|
Epoch: [65][ 401/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000195 (0.000209) Content loss 0.208009 (0.232449) Adversarial loss 0.000000 (0.000000) D(HR) 0.999 ( 0.646) D(SR) 0.000 ( 0.000)
|
|
Epoch: [65][ 501/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000196 (0.000210) Content loss 0.238551 (0.233341) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.641) D(SR) 0.000 ( 0.000)
|
|
Epoch: [65][ 601/2490] Time 0.242 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000189 (0.000210) Content loss 0.205105 (0.232638) Adversarial loss 0.000000 (0.000000) D(HR) 0.657 ( 0.643) D(SR) 0.000 ( 0.000)
|
|
Epoch: [65][ 701/2490] Time 0.201 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000192 (0.000209) Content loss 0.184337 (0.232941) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.645) D(SR) 0.000 ( 0.000)
|
|
Epoch: [65][ 801/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000196 (0.000209) Content loss 0.234433 (0.233297) Adversarial loss 0.000000 (0.000000) D(HR) 0.990 ( 0.654) D(SR) 0.000 ( 0.000)
|
|
Epoch: [65][ 901/2490] Time 0.195 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000210 (0.000208) Content loss 0.185572 (0.232940) Adversarial loss 0.000000 (0.000000) D(HR) 0.180 ( 0.652) D(SR) 0.000 ( 0.000)
|
|
Epoch: [65][1001/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000216 (0.000208) Content loss 0.254633 (0.233211) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.651) D(SR) 0.000 ( 0.000)
|
|
Epoch: [65][1101/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000216 (0.000208) Content loss 0.251774 (0.233217) Adversarial loss 0.000000 (0.000000) D(HR) 0.937 ( 0.651) D(SR) 0.000 ( 0.000)
|
|
Epoch: [65][1201/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000151 (0.000208) Content loss 0.222890 (0.233142) Adversarial loss 0.000000 (0.000000) D(HR) 0.998 ( 0.655) D(SR) 0.000 ( 0.000)
|
|
Epoch: [65][1301/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000216 (0.000208) Content loss 0.254097 (0.233040) Adversarial loss 0.000000 (0.000000) D(HR) 0.871 ( 0.658) D(SR) 0.000 ( 0.000)
|
|
Epoch: [65][1401/2490] Time 0.189 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000226 (0.000208) Content loss 0.279736 (0.232866) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.658) D(SR) 0.000 ( 0.000)
|
|
Epoch: [65][1501/2490] Time 0.193 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000211 (0.000207) Content loss 0.249553 (0.232525) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.657) D(SR) 0.000 ( 0.000)
|
|
Epoch: [65][1601/2490] Time 0.186 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000185 (0.000208) Content loss 0.213603 (0.232590) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.661) D(SR) 0.000 ( 0.000)
|
|
Epoch: [65][1701/2490] Time 0.189 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000201 (0.000208) Content loss 0.216620 (0.232759) Adversarial loss 0.000000 (0.000000) D(HR) 0.001 ( 0.659) D(SR) 0.000 ( 0.000)
|
|
Epoch: [65][1801/2490] Time 0.186 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000233 (0.000208) Content loss 0.242964 (0.232679) Adversarial loss 0.000000 (0.000000) D(HR) 0.883 ( 0.659) D(SR) 0.000 ( 0.000)
|
|
Epoch: [65][1901/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000268 (0.000207) Content loss 0.290979 (0.232411) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.659) D(SR) 0.000 ( 0.000)
|
|
Epoch: [65][2001/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000163 (0.000207) Content loss 0.158134 (0.232237) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.662) D(SR) 0.000 ( 0.000)
|
|
Epoch: [65][2101/2490] Time 0.193 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000227 (0.000207) Content loss 0.215051 (0.232008) Adversarial loss 0.000000 (0.000000) D(HR) 0.429 ( 0.661) D(SR) 0.000 ( 0.000)
|
|
Epoch: [65][2201/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000191 (0.000206) Content loss 0.239163 (0.231601) Adversarial loss 0.000000 (0.000000) D(HR) 0.338 ( 0.658) D(SR) 0.000 ( 0.000)
|
|
Epoch: [65][2301/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000256 (0.000206) Content loss 0.261993 (0.231510) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.659) D(SR) 0.000 ( 0.000)
|
|
Epoch: [65][2401/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000226 (0.000206) Content loss 0.288552 (0.231625) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.658) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.151 ( 0.151) PSNR 31.25 (31.25) SSIM 0.9660 (0.9660)
|
|
Test: [2/5] Time 0.291 ( 0.221) PSNR 41.75 (36.50) SSIM 0.9793 (0.9727)
|
|
Test: [3/5] Time 0.192 ( 0.212) PSNR 42.04 (38.35) SSIM 0.9808 (0.9754)
|
|
Test: [4/5] Time 0.260 ( 0.224) PSNR 38.88 (38.48) SSIM 0.9624 (0.9722)
|
|
Test: [5/5] Time 0.132 ( 0.205) PSNR 30.89 (36.96) SSIM 0.9593 (0.9696)
|
|
* Time 0.21 PSNR 36.96 SSIM 0.97
|
|
|
|
|
|
Epoch: [66][ 1/2490] Time 0.287 ( 0.287) Data 0.000 ( 0.000) Pixel loss 0.000244 (0.000244) Content loss 0.230611 (0.230611) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [66][ 101/2490] Time 0.191 ( 0.195) Data 0.000 ( 0.000) Pixel loss 0.000203 (0.000185) Content loss 0.255510 (0.224711) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.601) D(SR) 0.000 ( 0.000)
|
|
Epoch: [66][ 201/2490] Time 0.192 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000217 (0.000193) Content loss 0.187066 (0.229579) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.645) D(SR) 0.000 ( 0.000)
|
|
Epoch: [66][ 301/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000159 (0.000198) Content loss 0.234546 (0.230988) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.684) D(SR) 0.000 ( 0.000)
|
|
Epoch: [66][ 401/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000226 (0.000202) Content loss 0.247067 (0.230819) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.759) D(SR) 0.000 ( 0.000)
|
|
Epoch: [66][ 501/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000225 (0.000202) Content loss 0.260306 (0.231544) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.799) D(SR) 0.000 ( 0.000)
|
|
Epoch: [66][ 601/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000238 (0.000202) Content loss 0.261665 (0.231886) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.830) D(SR) 0.000 ( 0.000)
|
|
Epoch: [66][ 701/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000236 (0.000202) Content loss 0.210516 (0.232301) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.852) D(SR) 0.000 ( 0.000)
|
|
Epoch: [66][ 801/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000182 (0.000202) Content loss 0.220967 (0.232199) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.863) D(SR) 0.000 ( 0.000)
|
|
Epoch: [66][ 901/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000219 (0.000201) Content loss 0.198193 (0.231981) Adversarial loss 0.000000 (0.000000) D(HR) 0.019 ( 0.846) D(SR) 0.000 ( 0.000)
|
|
Epoch: [66][1001/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000179 (0.000201) Content loss 0.260594 (0.231611) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.833) D(SR) 0.000 ( 0.000)
|
|
Epoch: [66][1101/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000194 (0.000200) Content loss 0.160358 (0.231438) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.820) D(SR) 0.000 ( 0.000)
|
|
Epoch: [66][1201/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000167 (0.000201) Content loss 0.224386 (0.231373) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.808) D(SR) 0.000 ( 0.000)
|
|
Epoch: [66][1301/2490] Time 0.194 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000153 (0.000201) Content loss 0.287743 (0.231013) Adversarial loss 0.000000 (0.000000) D(HR) 0.992 ( 0.800) D(SR) 0.000 ( 0.000)
|
|
Epoch: [66][1401/2490] Time 0.194 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000153 (0.000200) Content loss 0.249269 (0.230964) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.793) D(SR) 0.000 ( 0.000)
|
|
Epoch: [66][1501/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000181 (0.000201) Content loss 0.231214 (0.231243) Adversarial loss 0.000000 (0.000000) D(HR) 0.688 ( 0.791) D(SR) 0.000 ( 0.000)
|
|
Epoch: [66][1601/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000159 (0.000201) Content loss 0.218362 (0.231298) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.788) D(SR) 0.000 ( 0.000)
|
|
Epoch: [66][1701/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000226 (0.000201) Content loss 0.247007 (0.231669) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.784) D(SR) 0.000 ( 0.000)
|
|
Epoch: [66][1801/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000230 (0.000201) Content loss 0.263569 (0.231287) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.777) D(SR) 0.000 ( 0.000)
|
|
Epoch: [66][1901/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000227 (0.000201) Content loss 0.273847 (0.231403) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.776) D(SR) 0.000 ( 0.000)
|
|
Epoch: [66][2001/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000191 (0.000201) Content loss 0.225247 (0.231551) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.774) D(SR) 0.000 ( 0.000)
|
|
Epoch: [66][2101/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000255 (0.000201) Content loss 0.304172 (0.231830) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.774) D(SR) 0.000 ( 0.000)
|
|
Epoch: [66][2201/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000130 (0.000201) Content loss 0.135073 (0.231718) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.771) D(SR) 0.000 ( 0.000)
|
|
Epoch: [66][2301/2490] Time 0.189 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000125 (0.000201) Content loss 0.197231 (0.231673) Adversarial loss 0.000000 (0.000000) D(HR) 0.003 ( 0.771) D(SR) 0.000 ( 0.000)
|
|
Epoch: [66][2401/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000165 (0.000201) Content loss 0.227336 (0.231588) Adversarial loss 0.000000 (0.000000) D(HR) 0.412 ( 0.769) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.144 ( 0.144) PSNR 33.39 (33.39) SSIM 0.9683 (0.9683)
|
|
Test: [2/5] Time 0.309 ( 0.227) PSNR 42.01 (37.70) SSIM 0.9813 (0.9748)
|
|
Test: [3/5] Time 0.196 ( 0.217) PSNR 42.22 (39.21) SSIM 0.9824 (0.9773)
|
|
Test: [4/5] Time 0.304 ( 0.238) PSNR 40.31 (39.48) SSIM 0.9644 (0.9741)
|
|
Test: [5/5] Time 0.132 ( 0.217) PSNR 32.56 (38.10) SSIM 0.9614 (0.9716)
|
|
* Time 0.22 PSNR 38.10 SSIM 0.97
|
|
|
|
|
|
Epoch: [67][ 1/2490] Time 0.328 ( 0.328) Data 0.000 ( 0.000) Pixel loss 0.000222 (0.000222) Content loss 0.244193 (0.244193) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [67][ 101/2490] Time 0.190 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000186 (0.000203) Content loss 0.256119 (0.229916) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.748) D(SR) 0.000 ( 0.000)
|
|
Epoch: [67][ 201/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000222 (0.000202) Content loss 0.244739 (0.230626) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.745) D(SR) 0.000 ( 0.000)
|
|
Epoch: [67][ 301/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000172 (0.000205) Content loss 0.220590 (0.231703) Adversarial loss 0.000000 (0.000000) D(HR) 0.151 ( 0.720) D(SR) 0.000 ( 0.000)
|
|
Epoch: [67][ 401/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000142 (0.000204) Content loss 0.161167 (0.231676) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.701) D(SR) 0.000 ( 0.000)
|
|
Epoch: [67][ 501/2490] Time 0.184 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000113 (0.000203) Content loss 0.148538 (0.231762) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.710) D(SR) 0.000 ( 0.000)
|
|
Epoch: [67][ 601/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000213 (0.000202) Content loss 0.265969 (0.231428) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.717) D(SR) 0.000 ( 0.000)
|
|
Epoch: [67][ 701/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000171 (0.000200) Content loss 0.175511 (0.230677) Adversarial loss 0.000000 (0.000000) D(HR) 0.012 ( 0.706) D(SR) 0.000 ( 0.000)
|
|
Epoch: [67][ 801/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000291 (0.000199) Content loss 0.315560 (0.230198) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.698) D(SR) 0.000 ( 0.000)
|
|
Epoch: [67][ 901/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000240 (0.000199) Content loss 0.220765 (0.230306) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.698) D(SR) 0.000 ( 0.000)
|
|
Epoch: [67][1001/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000177 (0.000200) Content loss 0.220105 (0.230967) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.699) D(SR) 0.000 ( 0.000)
|
|
Epoch: [67][1101/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000219 (0.000199) Content loss 0.237396 (0.230646) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.702) D(SR) 0.000 ( 0.000)
|
|
Epoch: [67][1201/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000277 (0.000199) Content loss 0.322628 (0.230635) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.706) D(SR) 0.000 ( 0.000)
|
|
Epoch: [67][1301/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000187 (0.000199) Content loss 0.238816 (0.230240) Adversarial loss 0.000000 (0.000000) D(HR) 0.882 ( 0.705) D(SR) 0.000 ( 0.000)
|
|
Epoch: [67][1401/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000220 (0.000199) Content loss 0.224565 (0.230516) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.709) D(SR) 0.000 ( 0.000)
|
|
Epoch: [67][1501/2490] Time 0.193 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000108 (0.000200) Content loss 0.136790 (0.230365) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.709) D(SR) 0.000 ( 0.000)
|
|
Epoch: [67][1601/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000220 (0.000200) Content loss 0.247058 (0.230441) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.709) D(SR) 0.000 ( 0.000)
|
|
Epoch: [67][1701/2490] Time 0.195 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000181 (0.000200) Content loss 0.207952 (0.230335) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.710) D(SR) 0.000 ( 0.000)
|
|
Epoch: [67][1801/2490] Time 0.194 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000221 (0.000201) Content loss 0.205429 (0.230380) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.710) D(SR) 0.000 ( 0.000)
|
|
Epoch: [67][1901/2490] Time 0.195 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000235 (0.000202) Content loss 0.214885 (0.230750) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.718) D(SR) 0.000 ( 0.000)
|
|
Epoch: [67][2001/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000180 (0.000202) Content loss 0.180406 (0.230843) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.718) D(SR) 0.000 ( 0.000)
|
|
Epoch: [67][2101/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000175 (0.000201) Content loss 0.250569 (0.230793) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.715) D(SR) 0.000 ( 0.000)
|
|
Epoch: [67][2201/2490] Time 0.189 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000211 (0.000201) Content loss 0.177570 (0.230996) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.713) D(SR) 0.000 ( 0.000)
|
|
Epoch: [67][2301/2490] Time 0.196 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000191 (0.000201) Content loss 0.262718 (0.231242) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.715) D(SR) 0.000 ( 0.000)
|
|
Epoch: [67][2401/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000211 (0.000202) Content loss 0.212361 (0.231336) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.714) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.146 ( 0.146) PSNR 32.16 (32.16) SSIM 0.9686 (0.9686)
|
|
Test: [2/5] Time 0.301 ( 0.223) PSNR 40.85 (36.50) SSIM 0.9815 (0.9751)
|
|
Test: [3/5] Time 0.186 ( 0.211) PSNR 41.14 (38.05) SSIM 0.9825 (0.9776)
|
|
Test: [4/5] Time 0.295 ( 0.232) PSNR 40.23 (38.59) SSIM 0.9651 (0.9745)
|
|
Test: [5/5] Time 0.132 ( 0.212) PSNR 31.56 (37.19) SSIM 0.9618 (0.9719)
|
|
* Time 0.21 PSNR 37.19 SSIM 0.97
|
|
|
|
|
|
Epoch: [68][ 1/2490] Time 0.296 ( 0.296) Data 0.000 ( 0.000) Pixel loss 0.000206 (0.000206) Content loss 0.230240 (0.230240) Adversarial loss 0.000000 (0.000000) D(HR) 0.158 ( 0.158) D(SR) 0.000 ( 0.000)
|
|
Epoch: [68][ 101/2490] Time 0.191 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000220 (0.000214) Content loss 0.288708 (0.236328) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.752) D(SR) 0.000 ( 0.000)
|
|
Epoch: [68][ 201/2490] Time 0.190 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000192 (0.000214) Content loss 0.216365 (0.235481) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.710) D(SR) 0.000 ( 0.000)
|
|
Epoch: [68][ 301/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000311 (0.000210) Content loss 0.274228 (0.233116) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.710) D(SR) 0.000 ( 0.000)
|
|
Epoch: [68][ 401/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000258 (0.000212) Content loss 0.197912 (0.233257) Adversarial loss 0.000000 (0.000000) D(HR) 0.955 ( 0.687) D(SR) 0.000 ( 0.000)
|
|
Epoch: [68][ 501/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000247 (0.000213) Content loss 0.284358 (0.234298) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.707) D(SR) 0.000 ( 0.000)
|
|
Epoch: [68][ 601/2490] Time 0.188 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000258 (0.000213) Content loss 0.261716 (0.234618) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.718) D(SR) 0.000 ( 0.000)
|
|
Epoch: [68][ 701/2490] Time 0.188 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000254 (0.000210) Content loss 0.278773 (0.234225) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.717) D(SR) 0.000 ( 0.000)
|
|
Epoch: [68][ 801/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000159 (0.000211) Content loss 0.208873 (0.233618) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.716) D(SR) 0.000 ( 0.000)
|
|
Epoch: [68][ 901/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000186 (0.000211) Content loss 0.218894 (0.233375) Adversarial loss 0.000000 (0.000000) D(HR) 0.995 ( 0.710) D(SR) 0.000 ( 0.000)
|
|
Epoch: [68][1001/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000165 (0.000210) Content loss 0.252763 (0.233317) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.705) D(SR) 0.000 ( 0.000)
|
|
Epoch: [68][1101/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000146 (0.000210) Content loss 0.204471 (0.233474) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.706) D(SR) 0.000 ( 0.000)
|
|
Epoch: [68][1201/2490] Time 0.193 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000183 (0.000211) Content loss 0.182385 (0.233898) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.711) D(SR) 0.000 ( 0.000)
|
|
Epoch: [68][1301/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000204 (0.000212) Content loss 0.235662 (0.233651) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.714) D(SR) 0.000 ( 0.000)
|
|
Epoch: [68][1401/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000168 (0.000211) Content loss 0.210595 (0.232957) Adversarial loss 0.000000 (0.000000) D(HR) 0.298 ( 0.709) D(SR) 0.000 ( 0.000)
|
|
Epoch: [68][1501/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000173 (0.000211) Content loss 0.244123 (0.233016) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.714) D(SR) 0.000 ( 0.000)
|
|
Epoch: [68][1601/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000192 (0.000211) Content loss 0.178951 (0.233062) Adversarial loss 0.000000 (0.000000) D(HR) 0.999 ( 0.716) D(SR) 0.000 ( 0.000)
|
|
Epoch: [68][1701/2490] Time 0.185 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000203 (0.000211) Content loss 0.211787 (0.232743) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.717) D(SR) 0.000 ( 0.000)
|
|
Epoch: [68][1801/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000199 (0.000211) Content loss 0.231266 (0.232512) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.716) D(SR) 0.000 ( 0.000)
|
|
Epoch: [68][1901/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000135 (0.000210) Content loss 0.218336 (0.232221) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.714) D(SR) 0.000 ( 0.000)
|
|
Epoch: [68][2001/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000218 (0.000209) Content loss 0.255503 (0.232018) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.714) D(SR) 0.000 ( 0.000)
|
|
Epoch: [68][2101/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000148 (0.000208) Content loss 0.231879 (0.231980) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.714) D(SR) 0.000 ( 0.000)
|
|
Epoch: [68][2201/2490] Time 0.189 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000162 (0.000207) Content loss 0.177085 (0.231790) Adversarial loss 0.000000 (0.000000) D(HR) 0.992 ( 0.710) D(SR) 0.000 ( 0.000)
|
|
Epoch: [68][2301/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000196 (0.000207) Content loss 0.237566 (0.231999) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.714) D(SR) 0.000 ( 0.000)
|
|
Epoch: [68][2401/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000215 (0.000207) Content loss 0.236582 (0.231638) Adversarial loss 0.000000 (0.000000) D(HR) 0.660 ( 0.711) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.164 ( 0.164) PSNR 31.98 (31.98) SSIM 0.9682 (0.9682)
|
|
Test: [2/5] Time 0.289 ( 0.226) PSNR 41.81 (36.89) SSIM 0.9810 (0.9746)
|
|
Test: [3/5] Time 0.175 ( 0.209) PSNR 42.09 (38.62) SSIM 0.9822 (0.9771)
|
|
Test: [4/5] Time 0.315 ( 0.236) PSNR 38.58 (38.61) SSIM 0.9646 (0.9740)
|
|
Test: [5/5] Time 0.132 ( 0.215) PSNR 31.72 (37.23) SSIM 0.9618 (0.9715)
|
|
* Time 0.21 PSNR 37.23 SSIM 0.97
|
|
|
|
|
|
Epoch: [69][ 1/2490] Time 0.279 ( 0.279) Data 0.000 ( 0.000) Pixel loss 0.000166 (0.000166) Content loss 0.202289 (0.202289) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [69][ 101/2490] Time 0.194 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000232 (0.000203) Content loss 0.263544 (0.228938) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.674) D(SR) 0.000 ( 0.000)
|
|
Epoch: [69][ 201/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000164 (0.000200) Content loss 0.217487 (0.230757) Adversarial loss 0.000000 (0.000000) D(HR) 0.995 ( 0.695) D(SR) 0.000 ( 0.000)
|
|
Epoch: [69][ 301/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000250 (0.000201) Content loss 0.231662 (0.230316) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.707) D(SR) 0.000 ( 0.000)
|
|
Epoch: [69][ 401/2490] Time 0.188 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000119 (0.000201) Content loss 0.226634 (0.230564) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.704) D(SR) 0.000 ( 0.000)
|
|
Epoch: [69][ 501/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000194 (0.000200) Content loss 0.245127 (0.230524) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.693) D(SR) 0.000 ( 0.000)
|
|
Epoch: [69][ 601/2490] Time 0.196 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000276 (0.000201) Content loss 0.309756 (0.230961) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.696) D(SR) 0.000 ( 0.000)
|
|
Epoch: [69][ 701/2490] Time 0.238 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000181 (0.000199) Content loss 0.272804 (0.230976) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.694) D(SR) 0.000 ( 0.000)
|
|
Epoch: [69][ 801/2490] Time 0.187 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000167 (0.000199) Content loss 0.225695 (0.230961) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.683) D(SR) 0.000 ( 0.000)
|
|
Epoch: [69][ 901/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000192 (0.000198) Content loss 0.255473 (0.231477) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.694) D(SR) 0.000 ( 0.000)
|
|
Epoch: [69][1001/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000186 (0.000198) Content loss 0.209509 (0.231635) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.699) D(SR) 0.000 ( 0.000)
|
|
Epoch: [69][1101/2490] Time 0.185 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000197 (0.000199) Content loss 0.224634 (0.231802) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.696) D(SR) 0.000 ( 0.000)
|
|
Epoch: [69][1201/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000173 (0.000199) Content loss 0.180156 (0.231987) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.700) D(SR) 0.000 ( 0.000)
|
|
Epoch: [69][1301/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000206 (0.000198) Content loss 0.237004 (0.231870) Adversarial loss 0.000000 (0.000000) D(HR) 0.997 ( 0.696) D(SR) 0.000 ( 0.000)
|
|
Epoch: [69][1401/2490] Time 0.189 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000166 (0.000199) Content loss 0.202161 (0.231814) Adversarial loss 0.000000 (0.000000) D(HR) 0.802 ( 0.702) D(SR) 0.000 ( 0.000)
|
|
Epoch: [69][1501/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000206 (0.000199) Content loss 0.246681 (0.232004) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.706) D(SR) 0.000 ( 0.000)
|
|
Epoch: [69][1601/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000178 (0.000199) Content loss 0.216359 (0.232125) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.708) D(SR) 0.000 ( 0.000)
|
|
Epoch: [69][1701/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000175 (0.000199) Content loss 0.171485 (0.231772) Adversarial loss 0.000000 (0.000000) D(HR) 0.318 ( 0.710) D(SR) 0.000 ( 0.000)
|
|
Epoch: [69][1801/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000213 (0.000199) Content loss 0.202621 (0.231572) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.711) D(SR) 0.000 ( 0.000)
|
|
Epoch: [69][1901/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000143 (0.000199) Content loss 0.189650 (0.231476) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.710) D(SR) 0.000 ( 0.000)
|
|
Epoch: [69][2001/2490] Time 0.195 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000256 (0.000199) Content loss 0.294780 (0.231188) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.716) D(SR) 0.000 ( 0.000)
|
|
Epoch: [69][2101/2490] Time 0.185 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000220 (0.000199) Content loss 0.259664 (0.231080) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.715) D(SR) 0.000 ( 0.000)
|
|
Epoch: [69][2201/2490] Time 0.194 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000247 (0.000199) Content loss 0.273314 (0.231138) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.714) D(SR) 0.000 ( 0.000)
|
|
Epoch: [69][2301/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000151 (0.000199) Content loss 0.202048 (0.231071) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.714) D(SR) 0.000 ( 0.000)
|
|
Epoch: [69][2401/2490] Time 0.193 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000209 (0.000199) Content loss 0.188459 (0.231200) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.714) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.141 ( 0.141) PSNR 31.11 (31.11) SSIM 0.9680 (0.9680)
|
|
Test: [2/5] Time 0.313 ( 0.227) PSNR 41.20 (36.16) SSIM 0.9817 (0.9748)
|
|
Test: [3/5] Time 0.186 ( 0.213) PSNR 41.47 (37.93) SSIM 0.9828 (0.9775)
|
|
Test: [4/5] Time 0.305 ( 0.236) PSNR 38.28 (38.02) SSIM 0.9631 (0.9739)
|
|
Test: [5/5] Time 0.132 ( 0.215) PSNR 30.56 (36.53) SSIM 0.9610 (0.9713)
|
|
* Time 0.22 PSNR 36.53 SSIM 0.97
|
|
|
|
|
|
Epoch: [70][ 1/2490] Time 0.284 ( 0.284) Data 0.000 ( 0.000) Pixel loss 0.000147 (0.000147) Content loss 0.212369 (0.212369) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [70][ 101/2490] Time 0.192 ( 0.196) Data 0.000 ( 0.000) Pixel loss 0.000156 (0.000198) Content loss 0.253570 (0.235835) Adversarial loss 0.000000 (0.000000) D(HR) 0.995 ( 0.701) D(SR) 0.000 ( 0.000)
|
|
Epoch: [70][ 201/2490] Time 0.193 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000199 (0.000204) Content loss 0.236220 (0.233418) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.707) D(SR) 0.000 ( 0.000)
|
|
Epoch: [70][ 301/2490] Time 0.187 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000259 (0.000201) Content loss 0.225987 (0.231125) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.693) D(SR) 0.000 ( 0.000)
|
|
Epoch: [70][ 401/2490] Time 0.188 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000230 (0.000198) Content loss 0.273409 (0.231453) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.706) D(SR) 0.000 ( 0.000)
|
|
Epoch: [70][ 501/2490] Time 0.183 ( 0.190) Data 0.000 ( 0.000) Pixel loss 0.000183 (0.000199) Content loss 0.195150 (0.232627) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.715) D(SR) 0.000 ( 0.000)
|
|
Epoch: [70][ 601/2490] Time 0.184 ( 0.190) Data 0.000 ( 0.000) Pixel loss 0.000245 (0.000200) Content loss 0.236355 (0.233342) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.720) D(SR) 0.000 ( 0.000)
|
|
Epoch: [70][ 701/2490] Time 0.186 ( 0.189) Data 0.000 ( 0.000) Pixel loss 0.000238 (0.000199) Content loss 0.241918 (0.233385) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.718) D(SR) 0.000 ( 0.000)
|
|
Epoch: [70][ 801/2490] Time 0.191 ( 0.189) Data 0.001 ( 0.000) Pixel loss 0.000160 (0.000200) Content loss 0.224575 (0.233816) Adversarial loss 0.000000 (0.000000) D(HR) 0.923 ( 0.720) D(SR) 0.000 ( 0.000)
|
|
Epoch: [70][ 901/2490] Time 0.185 ( 0.189) Data 0.000 ( 0.000) Pixel loss 0.000243 (0.000200) Content loss 0.181646 (0.233447) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.721) D(SR) 0.000 ( 0.000)
|
|
Epoch: [70][1001/2490] Time 0.190 ( 0.189) Data 0.000 ( 0.000) Pixel loss 0.000193 (0.000201) Content loss 0.201956 (0.233464) Adversarial loss 0.000000 (0.000000) D(HR) 0.981 ( 0.724) D(SR) 0.000 ( 0.000)
|
|
Epoch: [70][1101/2490] Time 0.187 ( 0.189) Data 0.000 ( 0.000) Pixel loss 0.000178 (0.000201) Content loss 0.257276 (0.232863) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.720) D(SR) 0.000 ( 0.000)
|
|
Epoch: [70][1201/2490] Time 0.188 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000232 (0.000201) Content loss 0.290616 (0.232691) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.721) D(SR) 0.000 ( 0.000)
|
|
Epoch: [70][1301/2490] Time 0.184 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000150 (0.000201) Content loss 0.231222 (0.232433) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.718) D(SR) 0.000 ( 0.000)
|
|
Epoch: [70][1401/2490] Time 0.186 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000215 (0.000202) Content loss 0.226138 (0.231962) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.721) D(SR) 0.000 ( 0.000)
|
|
Epoch: [70][1501/2490] Time 0.185 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000188 (0.000202) Content loss 0.186720 (0.232007) Adversarial loss 0.000000 (0.000000) D(HR) 0.994 ( 0.715) D(SR) 0.000 ( 0.000)
|
|
Epoch: [70][1601/2490] Time 0.184 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000186 (0.000203) Content loss 0.151735 (0.231902) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.716) D(SR) 0.000 ( 0.000)
|
|
Epoch: [70][1701/2490] Time 0.188 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000139 (0.000203) Content loss 0.190616 (0.231629) Adversarial loss 0.000000 (0.000000) D(HR) 0.001 ( 0.718) D(SR) 0.000 ( 0.000)
|
|
Epoch: [70][1801/2490] Time 0.185 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000215 (0.000203) Content loss 0.192571 (0.231340) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.715) D(SR) 0.000 ( 0.000)
|
|
Epoch: [70][1901/2490] Time 0.186 ( 0.188) Data 0.001 ( 0.000) Pixel loss 0.000223 (0.000203) Content loss 0.307524 (0.231526) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.716) D(SR) 0.000 ( 0.000)
|
|
Epoch: [70][2001/2490] Time 0.186 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000137 (0.000202) Content loss 0.208639 (0.231379) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.715) D(SR) 0.000 ( 0.000)
|
|
Epoch: [70][2101/2490] Time 0.191 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000253 (0.000202) Content loss 0.249242 (0.231316) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.711) D(SR) 0.000 ( 0.000)
|
|
Epoch: [70][2201/2490] Time 0.186 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000268 (0.000203) Content loss 0.304198 (0.231619) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.718) D(SR) 0.000 ( 0.000)
|
|
Epoch: [70][2301/2490] Time 0.188 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000230 (0.000202) Content loss 0.246714 (0.231319) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.718) D(SR) 0.000 ( 0.000)
|
|
Epoch: [70][2401/2490] Time 0.188 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000198 (0.000202) Content loss 0.211482 (0.231327) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.716) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.144 ( 0.144) PSNR 29.69 (29.69) SSIM 0.9668 (0.9668)
|
|
Test: [2/5] Time 0.303 ( 0.224) PSNR 40.58 (35.14) SSIM 0.9813 (0.9740)
|
|
Test: [3/5] Time 0.187 ( 0.211) PSNR 40.84 (37.04) SSIM 0.9825 (0.9769)
|
|
Test: [4/5] Time 0.308 ( 0.235) PSNR 37.45 (37.14) SSIM 0.9646 (0.9738)
|
|
Test: [5/5] Time 0.132 ( 0.215) PSNR 29.08 (35.53) SSIM 0.9593 (0.9709)
|
|
* Time 0.21 PSNR 35.53 SSIM 0.97
|
|
|
|
|
|
Epoch: [71][ 1/2490] Time 0.317 ( 0.317) Data 0.000 ( 0.000) Pixel loss 0.000262 (0.000262) Content loss 0.188267 (0.188267) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [71][ 101/2490] Time 0.189 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000173 (0.000200) Content loss 0.254941 (0.230634) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.733) D(SR) 0.000 ( 0.000)
|
|
Epoch: [71][ 201/2490] Time 0.185 ( 0.190) Data 0.000 ( 0.000) Pixel loss 0.000299 (0.000205) Content loss 0.251683 (0.230509) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.749) D(SR) 0.000 ( 0.000)
|
|
Epoch: [71][ 301/2490] Time 0.186 ( 0.189) Data 0.000 ( 0.000) Pixel loss 0.000228 (0.000205) Content loss 0.227758 (0.231797) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.746) D(SR) 0.000 ( 0.000)
|
|
Epoch: [71][ 401/2490] Time 0.185 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000131 (0.000203) Content loss 0.200881 (0.231059) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.742) D(SR) 0.000 ( 0.000)
|
|
Epoch: [71][ 501/2490] Time 0.185 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000304 (0.000201) Content loss 0.251436 (0.229946) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.727) D(SR) 0.000 ( 0.000)
|
|
Epoch: [71][ 601/2490] Time 0.185 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000222 (0.000201) Content loss 0.244528 (0.230432) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.731) D(SR) 0.000 ( 0.000)
|
|
Epoch: [71][ 701/2490] Time 0.186 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000184 (0.000201) Content loss 0.247348 (0.231138) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.733) D(SR) 0.000 ( 0.000)
|
|
Epoch: [71][ 801/2490] Time 0.178 ( 0.187) Data 0.000 ( 0.000) Pixel loss 0.000228 (0.000202) Content loss 0.208893 (0.231144) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.732) D(SR) 0.000 ( 0.000)
|
|
Epoch: [71][ 901/2490] Time 0.187 ( 0.187) Data 0.000 ( 0.000) Pixel loss 0.000201 (0.000202) Content loss 0.195760 (0.231598) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.727) D(SR) 0.000 ( 0.000)
|
|
Epoch: [71][1001/2490] Time 0.189 ( 0.187) Data 0.000 ( 0.000) Pixel loss 0.000171 (0.000202) Content loss 0.238124 (0.231731) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.725) D(SR) 0.000 ( 0.000)
|
|
Epoch: [71][1101/2490] Time 0.196 ( 0.187) Data 0.000 ( 0.000) Pixel loss 0.000207 (0.000202) Content loss 0.271361 (0.232114) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.725) D(SR) 0.000 ( 0.000)
|
|
Epoch: [71][1201/2490] Time 0.189 ( 0.187) Data 0.000 ( 0.000) Pixel loss 0.000166 (0.000202) Content loss 0.229302 (0.231824) Adversarial loss 0.000000 (0.000000) D(HR) 0.816 ( 0.724) D(SR) 0.000 ( 0.000)
|
|
Epoch: [71][1301/2490] Time 0.185 ( 0.187) Data 0.000 ( 0.000) Pixel loss 0.000263 (0.000202) Content loss 0.229797 (0.231359) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.718) D(SR) 0.000 ( 0.000)
|
|
Epoch: [71][1401/2490] Time 0.186 ( 0.187) Data 0.000 ( 0.000) Pixel loss 0.000198 (0.000201) Content loss 0.213077 (0.231267) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.714) D(SR) 0.000 ( 0.000)
|
|
Epoch: [71][1501/2490] Time 0.186 ( 0.187) Data 0.000 ( 0.000) Pixel loss 0.000241 (0.000201) Content loss 0.230366 (0.231188) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.716) D(SR) 0.000 ( 0.000)
|
|
Epoch: [71][1601/2490] Time 0.194 ( 0.187) Data 0.000 ( 0.000) Pixel loss 0.000143 (0.000201) Content loss 0.183212 (0.231168) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.718) D(SR) 0.000 ( 0.000)
|
|
Epoch: [71][1701/2490] Time 0.187 ( 0.187) Data 0.000 ( 0.000) Pixel loss 0.000263 (0.000201) Content loss 0.268448 (0.231137) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.720) D(SR) 0.000 ( 0.000)
|
|
Epoch: [71][1801/2490] Time 0.187 ( 0.187) Data 0.000 ( 0.000) Pixel loss 0.000207 (0.000201) Content loss 0.214332 (0.231087) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.719) D(SR) 0.000 ( 0.000)
|
|
Epoch: [71][1901/2490] Time 0.185 ( 0.187) Data 0.000 ( 0.000) Pixel loss 0.000200 (0.000202) Content loss 0.228944 (0.231142) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.719) D(SR) 0.000 ( 0.000)
|
|
Epoch: [71][2001/2490] Time 0.191 ( 0.187) Data 0.000 ( 0.000) Pixel loss 0.000226 (0.000201) Content loss 0.202174 (0.231082) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.719) D(SR) 0.000 ( 0.000)
|
|
Epoch: [71][2101/2490] Time 0.186 ( 0.187) Data 0.000 ( 0.000) Pixel loss 0.000179 (0.000201) Content loss 0.195369 (0.231051) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.719) D(SR) 0.000 ( 0.000)
|
|
Epoch: [71][2201/2490] Time 0.187 ( 0.187) Data 0.000 ( 0.000) Pixel loss 0.000205 (0.000201) Content loss 0.254473 (0.231128) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.721) D(SR) 0.000 ( 0.000)
|
|
Epoch: [71][2301/2490] Time 0.182 ( 0.187) Data 0.000 ( 0.000) Pixel loss 0.000225 (0.000201) Content loss 0.215166 (0.231003) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.723) D(SR) 0.000 ( 0.000)
|
|
Epoch: [71][2401/2490] Time 0.195 ( 0.187) Data 0.000 ( 0.000) Pixel loss 0.000159 (0.000201) Content loss 0.182127 (0.230960) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.720) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.150 ( 0.150) PSNR 29.88 (29.88) SSIM 0.9629 (0.9629)
|
|
Test: [2/5] Time 0.298 ( 0.224) PSNR 41.75 (35.81) SSIM 0.9807 (0.9718)
|
|
Test: [3/5] Time 0.177 ( 0.208) PSNR 41.81 (37.81) SSIM 0.9817 (0.9751)
|
|
Test: [4/5] Time 0.313 ( 0.234) PSNR 37.42 (37.72) SSIM 0.9627 (0.9720)
|
|
Test: [5/5] Time 0.132 ( 0.214) PSNR 29.32 (36.04) SSIM 0.9552 (0.9686)
|
|
* Time 0.21 PSNR 36.04 SSIM 0.97
|
|
|
|
|
|
Epoch: [72][ 1/2490] Time 0.307 ( 0.307) Data 0.000 ( 0.000) Pixel loss 0.000207 (0.000207) Content loss 0.288598 (0.288598) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [72][ 101/2490] Time 0.195 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000211 (0.000192) Content loss 0.278895 (0.229063) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.657) D(SR) 0.000 ( 0.000)
|
|
Epoch: [72][ 201/2490] Time 0.195 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000181 (0.000192) Content loss 0.261972 (0.228280) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.634) D(SR) 0.000 ( 0.000)
|
|
Epoch: [72][ 301/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000174 (0.000191) Content loss 0.247825 (0.227515) Adversarial loss 0.000000 (0.000000) D(HR) 0.001 ( 0.652) D(SR) 0.000 ( 0.000)
|
|
Epoch: [72][ 401/2490] Time 0.186 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000212 (0.000194) Content loss 0.234624 (0.229069) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.670) D(SR) 0.000 ( 0.000)
|
|
Epoch: [72][ 501/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000207 (0.000196) Content loss 0.210946 (0.228577) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.680) D(SR) 0.000 ( 0.000)
|
|
Epoch: [72][ 601/2490] Time 0.195 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000185 (0.000197) Content loss 0.236826 (0.228617) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.701) D(SR) 0.000 ( 0.000)
|
|
Epoch: [72][ 701/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000299 (0.000198) Content loss 0.288656 (0.228379) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.689) D(SR) 0.000 ( 0.000)
|
|
Epoch: [72][ 801/2490] Time 0.196 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000264 (0.000199) Content loss 0.238002 (0.229228) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.681) D(SR) 0.000 ( 0.000)
|
|
Epoch: [72][ 901/2490] Time 0.196 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000131 (0.000200) Content loss 0.219316 (0.229985) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.685) D(SR) 0.000 ( 0.000)
|
|
Epoch: [72][1001/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000167 (0.000200) Content loss 0.196738 (0.230273) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.687) D(SR) 0.000 ( 0.000)
|
|
Epoch: [72][1101/2490] Time 0.185 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000252 (0.000200) Content loss 0.251044 (0.230146) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.692) D(SR) 0.000 ( 0.000)
|
|
Epoch: [72][1201/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000246 (0.000200) Content loss 0.246844 (0.230782) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.691) D(SR) 0.000 ( 0.000)
|
|
Epoch: [72][1301/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000175 (0.000200) Content loss 0.194218 (0.230868) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.692) D(SR) 0.000 ( 0.000)
|
|
Epoch: [72][1401/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000250 (0.000200) Content loss 0.224041 (0.231061) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.688) D(SR) 0.000 ( 0.000)
|
|
Epoch: [72][1501/2490] Time 0.242 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000248 (0.000200) Content loss 0.184499 (0.230706) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.692) D(SR) 0.000 ( 0.000)
|
|
Epoch: [72][1601/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000230 (0.000201) Content loss 0.260519 (0.230690) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.695) D(SR) 0.000 ( 0.000)
|
|
Epoch: [72][1701/2490] Time 0.188 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000189 (0.000201) Content loss 0.242707 (0.230789) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.694) D(SR) 0.000 ( 0.000)
|
|
Epoch: [72][1801/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000240 (0.000201) Content loss 0.257242 (0.230921) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.697) D(SR) 0.000 ( 0.000)
|
|
Epoch: [72][1901/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000136 (0.000201) Content loss 0.184396 (0.230778) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.696) D(SR) 0.000 ( 0.000)
|
|
Epoch: [72][2001/2490] Time 0.195 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000176 (0.000201) Content loss 0.239944 (0.230804) Adversarial loss 0.000000 (0.000000) D(HR) 0.998 ( 0.697) D(SR) 0.000 ( 0.000)
|
|
Epoch: [72][2101/2490] Time 0.188 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000141 (0.000201) Content loss 0.155175 (0.230765) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.700) D(SR) 0.000 ( 0.000)
|
|
Epoch: [72][2201/2490] Time 0.188 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000196 (0.000201) Content loss 0.223222 (0.230768) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.698) D(SR) 0.000 ( 0.000)
|
|
Epoch: [72][2301/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000250 (0.000201) Content loss 0.224763 (0.230870) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.698) D(SR) 0.000 ( 0.000)
|
|
Epoch: [72][2401/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000149 (0.000201) Content loss 0.204291 (0.230872) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.700) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.142 ( 0.142) PSNR 31.15 (31.15) SSIM 0.9677 (0.9677)
|
|
Test: [2/5] Time 0.317 ( 0.229) PSNR 41.80 (36.48) SSIM 0.9804 (0.9741)
|
|
Test: [3/5] Time 0.182 ( 0.214) PSNR 41.99 (38.32) SSIM 0.9815 (0.9766)
|
|
Test: [4/5] Time 0.305 ( 0.236) PSNR 38.25 (38.30) SSIM 0.9640 (0.9734)
|
|
Test: [5/5] Time 0.132 ( 0.216) PSNR 30.72 (36.78) SSIM 0.9613 (0.9710)
|
|
* Time 0.22 PSNR 36.78 SSIM 0.97
|
|
|
|
|
|
Epoch: [73][ 1/2490] Time 0.289 ( 0.289) Data 0.000 ( 0.000) Pixel loss 0.000300 (0.000300) Content loss 0.260395 (0.260395) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [73][ 101/2490] Time 0.189 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000239 (0.000211) Content loss 0.245134 (0.231246) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.757) D(SR) 0.000 ( 0.000)
|
|
Epoch: [73][ 201/2490] Time 0.185 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000175 (0.000202) Content loss 0.238511 (0.232573) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.755) D(SR) 0.000 ( 0.000)
|
|
Epoch: [73][ 301/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000223 (0.000200) Content loss 0.243209 (0.231440) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.735) D(SR) 0.000 ( 0.000)
|
|
Epoch: [73][ 401/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000239 (0.000200) Content loss 0.245710 (0.231228) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.705) D(SR) 0.000 ( 0.000)
|
|
Epoch: [73][ 501/2490] Time 0.189 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000178 (0.000201) Content loss 0.178620 (0.230959) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.701) D(SR) 0.000 ( 0.000)
|
|
Epoch: [73][ 601/2490] Time 0.185 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000123 (0.000202) Content loss 0.152490 (0.231316) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.712) D(SR) 0.000 ( 0.000)
|
|
Epoch: [73][ 701/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000165 (0.000203) Content loss 0.179182 (0.231262) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.706) D(SR) 0.000 ( 0.000)
|
|
Epoch: [73][ 801/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000147 (0.000203) Content loss 0.143415 (0.230970) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.709) D(SR) 0.000 ( 0.000)
|
|
Epoch: [73][ 901/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000148 (0.000204) Content loss 0.196413 (0.230769) Adversarial loss 0.000000 (0.000000) D(HR) 0.001 ( 0.714) D(SR) 0.000 ( 0.000)
|
|
Epoch: [73][1001/2490] Time 0.185 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000230 (0.000204) Content loss 0.226182 (0.231101) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.722) D(SR) 0.000 ( 0.000)
|
|
Epoch: [73][1101/2490] Time 0.185 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000250 (0.000203) Content loss 0.292739 (0.231051) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.720) D(SR) 0.000 ( 0.000)
|
|
Epoch: [73][1201/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000120 (0.000202) Content loss 0.184068 (0.231032) Adversarial loss 0.000000 (0.000000) D(HR) 0.940 ( 0.720) D(SR) 0.000 ( 0.000)
|
|
Epoch: [73][1301/2490] Time 0.194 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000200 (0.000201) Content loss 0.253569 (0.230845) Adversarial loss 0.000000 (0.000000) D(HR) 0.030 ( 0.720) D(SR) 0.000 ( 0.000)
|
|
Epoch: [73][1401/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000225 (0.000201) Content loss 0.246586 (0.230445) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.717) D(SR) 0.000 ( 0.000)
|
|
Epoch: [73][1501/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000157 (0.000201) Content loss 0.214315 (0.230918) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.719) D(SR) 0.000 ( 0.000)
|
|
Epoch: [73][1601/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000166 (0.000201) Content loss 0.235069 (0.230963) Adversarial loss 0.000000 (0.000000) D(HR) 0.097 ( 0.718) D(SR) 0.000 ( 0.000)
|
|
Epoch: [73][1701/2490] Time 0.182 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000172 (0.000202) Content loss 0.199537 (0.231150) Adversarial loss 0.000000 (0.000000) D(HR) 0.004 ( 0.719) D(SR) 0.000 ( 0.000)
|
|
Epoch: [73][1801/2490] Time 0.183 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000254 (0.000202) Content loss 0.251536 (0.231291) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.722) D(SR) 0.000 ( 0.000)
|
|
Epoch: [73][1901/2490] Time 0.185 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000138 (0.000202) Content loss 0.221079 (0.231087) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.719) D(SR) 0.000 ( 0.000)
|
|
Epoch: [73][2001/2490] Time 0.185 ( 0.190) Data 0.000 ( 0.000) Pixel loss 0.000158 (0.000201) Content loss 0.185152 (0.231106) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.719) D(SR) 0.000 ( 0.000)
|
|
Epoch: [73][2101/2490] Time 0.179 ( 0.190) Data 0.000 ( 0.000) Pixel loss 0.000184 (0.000201) Content loss 0.193764 (0.231052) Adversarial loss 0.000000 (0.000000) D(HR) 0.901 ( 0.718) D(SR) 0.000 ( 0.000)
|
|
Epoch: [73][2201/2490] Time 0.179 ( 0.189) Data 0.000 ( 0.000) Pixel loss 0.000221 (0.000201) Content loss 0.279117 (0.230945) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.718) D(SR) 0.000 ( 0.000)
|
|
Epoch: [73][2301/2490] Time 0.185 ( 0.189) Data 0.000 ( 0.000) Pixel loss 0.000188 (0.000201) Content loss 0.164424 (0.230808) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.716) D(SR) 0.000 ( 0.000)
|
|
Epoch: [73][2401/2490] Time 0.177 ( 0.189) Data 0.000 ( 0.000) Pixel loss 0.000197 (0.000201) Content loss 0.218525 (0.230765) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.715) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.142 ( 0.142) PSNR 29.97 (29.97) SSIM 0.9633 (0.9633)
|
|
Test: [2/5] Time 0.301 ( 0.222) PSNR 41.73 (35.85) SSIM 0.9787 (0.9710)
|
|
Test: [3/5] Time 0.192 ( 0.212) PSNR 41.86 (37.85) SSIM 0.9801 (0.9741)
|
|
Test: [4/5] Time 0.300 ( 0.234) PSNR 37.43 (37.75) SSIM 0.9626 (0.9712)
|
|
Test: [5/5] Time 0.132 ( 0.214) PSNR 29.34 (36.06) SSIM 0.9560 (0.9682)
|
|
* Time 0.21 PSNR 36.06 SSIM 0.97
|
|
|
|
|
|
Epoch: [74][ 1/2490] Time 0.271 ( 0.271) Data 0.000 ( 0.000) Pixel loss 0.000175 (0.000175) Content loss 0.236530 (0.236530) Adversarial loss 0.000000 (0.000000) D(HR) 0.964 ( 0.964) D(SR) 0.000 ( 0.000)
|
|
Epoch: [74][ 101/2490] Time 0.168 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000172 (0.000201) Content loss 0.242334 (0.238636) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.760) D(SR) 0.000 ( 0.000)
|
|
Epoch: [74][ 201/2490] Time 0.188 ( 0.185) Data 0.000 ( 0.000) Pixel loss 0.000169 (0.000197) Content loss 0.215190 (0.234353) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.722) D(SR) 0.000 ( 0.000)
|
|
Epoch: [74][ 301/2490] Time 0.180 ( 0.184) Data 0.000 ( 0.000) Pixel loss 0.000271 (0.000199) Content loss 0.246746 (0.234828) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.725) D(SR) 0.000 ( 0.000)
|
|
Epoch: [74][ 401/2490] Time 0.187 ( 0.184) Data 0.000 ( 0.000) Pixel loss 0.000169 (0.000200) Content loss 0.217278 (0.234174) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.731) D(SR) 0.000 ( 0.000)
|
|
Epoch: [74][ 501/2490] Time 0.175 ( 0.183) Data 0.000 ( 0.000) Pixel loss 0.000175 (0.000200) Content loss 0.227385 (0.233764) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.721) D(SR) 0.000 ( 0.000)
|
|
Epoch: [74][ 601/2490] Time 0.184 ( 0.183) Data 0.000 ( 0.000) Pixel loss 0.000291 (0.000203) Content loss 0.252117 (0.234235) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.735) D(SR) 0.000 ( 0.000)
|
|
Epoch: [74][ 701/2490] Time 0.176 ( 0.183) Data 0.000 ( 0.000) Pixel loss 0.000137 (0.000204) Content loss 0.192140 (0.234043) Adversarial loss 0.000000 (0.000000) D(HR) 0.005 ( 0.725) D(SR) 0.000 ( 0.000)
|
|
Epoch: [74][ 801/2490] Time 0.184 ( 0.183) Data 0.000 ( 0.000) Pixel loss 0.000146 (0.000202) Content loss 0.194015 (0.233131) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.715) D(SR) 0.000 ( 0.000)
|
|
Epoch: [74][ 901/2490] Time 0.175 ( 0.183) Data 0.000 ( 0.000) Pixel loss 0.000117 (0.000201) Content loss 0.156918 (0.232330) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.715) D(SR) 0.000 ( 0.000)
|
|
Epoch: [74][1001/2490] Time 0.187 ( 0.183) Data 0.000 ( 0.000) Pixel loss 0.000096 (0.000201) Content loss 0.142928 (0.231349) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.706) D(SR) 0.000 ( 0.000)
|
|
Epoch: [74][1101/2490] Time 0.187 ( 0.183) Data 0.000 ( 0.000) Pixel loss 0.000242 (0.000201) Content loss 0.242905 (0.231377) Adversarial loss 0.000000 (0.000000) D(HR) 0.996 ( 0.707) D(SR) 0.000 ( 0.000)
|
|
Epoch: [74][1201/2490] Time 0.185 ( 0.183) Data 0.000 ( 0.000) Pixel loss 0.000160 (0.000201) Content loss 0.193267 (0.231406) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.713) D(SR) 0.000 ( 0.000)
|
|
Epoch: [74][1301/2490] Time 0.180 ( 0.183) Data 0.000 ( 0.000) Pixel loss 0.000117 (0.000200) Content loss 0.125798 (0.230920) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.709) D(SR) 0.000 ( 0.000)
|
|
Epoch: [74][1401/2490] Time 0.181 ( 0.183) Data 0.000 ( 0.000) Pixel loss 0.000242 (0.000200) Content loss 0.273969 (0.230725) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.705) D(SR) 0.000 ( 0.000)
|
|
Epoch: [74][1501/2490] Time 0.187 ( 0.183) Data 0.000 ( 0.000) Pixel loss 0.000119 (0.000200) Content loss 0.151406 (0.230736) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.703) D(SR) 0.000 ( 0.000)
|
|
Epoch: [74][1601/2490] Time 0.185 ( 0.183) Data 0.000 ( 0.000) Pixel loss 0.000277 (0.000200) Content loss 0.219700 (0.230693) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.702) D(SR) 0.000 ( 0.000)
|
|
Epoch: [74][1701/2490] Time 0.186 ( 0.183) Data 0.000 ( 0.000) Pixel loss 0.000173 (0.000200) Content loss 0.206090 (0.230643) Adversarial loss 0.000000 (0.000000) D(HR) 0.999 ( 0.702) D(SR) 0.000 ( 0.000)
|
|
Epoch: [74][1801/2490] Time 0.185 ( 0.183) Data 0.000 ( 0.000) Pixel loss 0.000169 (0.000200) Content loss 0.209883 (0.230741) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.705) D(SR) 0.000 ( 0.000)
|
|
Epoch: [74][1901/2490] Time 0.187 ( 0.183) Data 0.000 ( 0.000) Pixel loss 0.000264 (0.000200) Content loss 0.272885 (0.230769) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.706) D(SR) 0.000 ( 0.000)
|
|
Epoch: [74][2001/2490] Time 0.184 ( 0.183) Data 0.000 ( 0.000) Pixel loss 0.000164 (0.000200) Content loss 0.159706 (0.230783) Adversarial loss 0.000000 (0.000000) D(HR) 0.974 ( 0.706) D(SR) 0.000 ( 0.000)
|
|
Epoch: [74][2101/2490] Time 0.183 ( 0.183) Data 0.000 ( 0.000) Pixel loss 0.000250 (0.000200) Content loss 0.234817 (0.231061) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.709) D(SR) 0.000 ( 0.000)
|
|
Epoch: [74][2201/2490] Time 0.184 ( 0.183) Data 0.000 ( 0.000) Pixel loss 0.000180 (0.000200) Content loss 0.202857 (0.230902) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.710) D(SR) 0.000 ( 0.000)
|
|
Epoch: [74][2301/2490] Time 0.179 ( 0.183) Data 0.000 ( 0.000) Pixel loss 0.000193 (0.000200) Content loss 0.287128 (0.230653) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.706) D(SR) 0.000 ( 0.000)
|
|
Epoch: [74][2401/2490] Time 0.167 ( 0.183) Data 0.000 ( 0.000) Pixel loss 0.000191 (0.000200) Content loss 0.241892 (0.230668) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.705) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.145 ( 0.145) PSNR 30.37 (30.37) SSIM 0.9659 (0.9659)
|
|
Test: [2/5] Time 0.302 ( 0.223) PSNR 41.01 (35.69) SSIM 0.9795 (0.9727)
|
|
Test: [3/5] Time 0.191 ( 0.213) PSNR 41.20 (37.53) SSIM 0.9808 (0.9754)
|
|
Test: [4/5] Time 0.303 ( 0.235) PSNR 38.54 (37.78) SSIM 0.9633 (0.9724)
|
|
Test: [5/5] Time 0.132 ( 0.215) PSNR 29.84 (36.19) SSIM 0.9587 (0.9696)
|
|
* Time 0.21 PSNR 36.19 SSIM 0.97
|
|
|
|
|
|
Epoch: [75][ 1/2490] Time 0.287 ( 0.287) Data 0.000 ( 0.000) Pixel loss 0.000250 (0.000250) Content loss 0.273223 (0.273223) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [75][ 101/2490] Time 0.185 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000172 (0.000201) Content loss 0.230185 (0.236670) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.778) D(SR) 0.000 ( 0.000)
|
|
Epoch: [75][ 201/2490] Time 0.177 ( 0.186) Data 0.000 ( 0.000) Pixel loss 0.000179 (0.000203) Content loss 0.198351 (0.234807) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.788) D(SR) 0.000 ( 0.000)
|
|
Epoch: [75][ 301/2490] Time 0.186 ( 0.187) Data 0.000 ( 0.000) Pixel loss 0.000328 (0.000205) Content loss 0.306662 (0.234503) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.759) D(SR) 0.000 ( 0.000)
|
|
Epoch: [75][ 401/2490] Time 0.192 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000148 (0.000205) Content loss 0.200343 (0.234934) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.740) D(SR) 0.000 ( 0.000)
|
|
Epoch: [75][ 501/2490] Time 0.192 ( 0.189) Data 0.000 ( 0.000) Pixel loss 0.000230 (0.000204) Content loss 0.262498 (0.233530) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.733) D(SR) 0.000 ( 0.000)
|
|
Epoch: [75][ 601/2490] Time 0.178 ( 0.189) Data 0.000 ( 0.000) Pixel loss 0.000238 (0.000205) Content loss 0.290499 (0.232373) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.728) D(SR) 0.000 ( 0.000)
|
|
Epoch: [75][ 701/2490] Time 0.191 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000152 (0.000204) Content loss 0.229951 (0.232217) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.720) D(SR) 0.000 ( 0.000)
|
|
Epoch: [75][ 801/2490] Time 0.191 ( 0.189) Data 0.000 ( 0.000) Pixel loss 0.000190 (0.000204) Content loss 0.257029 (0.232961) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.728) D(SR) 0.000 ( 0.000)
|
|
Epoch: [75][ 901/2490] Time 0.194 ( 0.189) Data 0.000 ( 0.000) Pixel loss 0.000234 (0.000202) Content loss 0.255168 (0.232230) Adversarial loss 0.000000 (0.000000) D(HR) 0.998 ( 0.713) D(SR) 0.000 ( 0.000)
|
|
Epoch: [75][1001/2490] Time 0.194 ( 0.189) Data 0.000 ( 0.000) Pixel loss 0.000240 (0.000201) Content loss 0.286928 (0.232093) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.712) D(SR) 0.000 ( 0.000)
|
|
Epoch: [75][1101/2490] Time 0.193 ( 0.190) Data 0.000 ( 0.000) Pixel loss 0.000159 (0.000201) Content loss 0.191649 (0.231991) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.710) D(SR) 0.000 ( 0.000)
|
|
Epoch: [75][1201/2490] Time 0.191 ( 0.190) Data 0.000 ( 0.000) Pixel loss 0.000151 (0.000200) Content loss 0.158800 (0.231818) Adversarial loss 0.000000 (0.000000) D(HR) 0.743 ( 0.715) D(SR) 0.000 ( 0.000)
|
|
Epoch: [75][1301/2490] Time 0.193 ( 0.190) Data 0.000 ( 0.000) Pixel loss 0.000208 (0.000199) Content loss 0.272955 (0.232090) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.711) D(SR) 0.000 ( 0.000)
|
|
Epoch: [75][1401/2490] Time 0.194 ( 0.190) Data 0.000 ( 0.000) Pixel loss 0.000186 (0.000199) Content loss 0.200402 (0.231651) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.715) D(SR) 0.000 ( 0.000)
|
|
Epoch: [75][1501/2490] Time 0.192 ( 0.190) Data 0.000 ( 0.000) Pixel loss 0.000164 (0.000200) Content loss 0.247621 (0.231544) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.716) D(SR) 0.000 ( 0.000)
|
|
Epoch: [75][1601/2490] Time 0.195 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000221 (0.000200) Content loss 0.218047 (0.231070) Adversarial loss 0.000000 (0.000000) D(HR) 0.114 ( 0.717) D(SR) 0.000 ( 0.000)
|
|
Epoch: [75][1701/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000189 (0.000201) Content loss 0.218743 (0.230974) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.721) D(SR) 0.000 ( 0.000)
|
|
Epoch: [75][1801/2490] Time 0.196 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000224 (0.000201) Content loss 0.230504 (0.230877) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.722) D(SR) 0.000 ( 0.000)
|
|
Epoch: [75][1901/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000244 (0.000200) Content loss 0.262267 (0.230732) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.721) D(SR) 0.000 ( 0.000)
|
|
Epoch: [75][2001/2490] Time 0.196 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000242 (0.000200) Content loss 0.240542 (0.230611) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.721) D(SR) 0.000 ( 0.000)
|
|
Epoch: [75][2101/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000173 (0.000200) Content loss 0.236568 (0.230698) Adversarial loss 0.000000 (0.000000) D(HR) 0.976 ( 0.721) D(SR) 0.000 ( 0.000)
|
|
Epoch: [75][2201/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000198 (0.000199) Content loss 0.304964 (0.230389) Adversarial loss 0.000000 (0.000000) D(HR) 0.986 ( 0.717) D(SR) 0.000 ( 0.000)
|
|
Epoch: [75][2301/2490] Time 0.181 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000237 (0.000200) Content loss 0.219702 (0.230433) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.722) D(SR) 0.000 ( 0.000)
|
|
Epoch: [75][2401/2490] Time 0.243 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000242 (0.000199) Content loss 0.186861 (0.230213) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.721) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.140 ( 0.140) PSNR 31.92 (31.92) SSIM 0.9657 (0.9657)
|
|
Test: [2/5] Time 0.304 ( 0.222) PSNR 41.16 (36.54) SSIM 0.9801 (0.9729)
|
|
Test: [3/5] Time 0.186 ( 0.210) PSNR 41.24 (38.11) SSIM 0.9811 (0.9757)
|
|
Test: [4/5] Time 0.301 ( 0.233) PSNR 39.57 (38.47) SSIM 0.9630 (0.9725)
|
|
Test: [5/5] Time 0.132 ( 0.213) PSNR 31.30 (37.04) SSIM 0.9590 (0.9698)
|
|
* Time 0.21 PSNR 37.04 SSIM 0.97
|
|
|
|
|
|
Epoch: [76][ 1/2490] Time 0.296 ( 0.296) Data 0.000 ( 0.000) Pixel loss 0.000123 (0.000123) Content loss 0.176009 (0.176009) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [76][ 101/2490] Time 0.187 ( 0.187) Data 0.000 ( 0.000) Pixel loss 0.000215 (0.000197) Content loss 0.242195 (0.225610) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.754) D(SR) 0.000 ( 0.000)
|
|
Epoch: [76][ 201/2490] Time 0.235 ( 0.185) Data 0.000 ( 0.000) Pixel loss 0.000230 (0.000198) Content loss 0.266584 (0.230410) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.741) D(SR) 0.000 ( 0.000)
|
|
Epoch: [76][ 301/2490] Time 0.187 ( 0.184) Data 0.000 ( 0.000) Pixel loss 0.000225 (0.000200) Content loss 0.266397 (0.230273) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.762) D(SR) 0.000 ( 0.000)
|
|
Epoch: [76][ 401/2490] Time 0.185 ( 0.183) Data 0.000 ( 0.000) Pixel loss 0.000194 (0.000202) Content loss 0.269365 (0.230451) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.747) D(SR) 0.000 ( 0.000)
|
|
Epoch: [76][ 501/2490] Time 0.188 ( 0.183) Data 0.000 ( 0.000) Pixel loss 0.000209 (0.000205) Content loss 0.251915 (0.231022) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.744) D(SR) 0.000 ( 0.000)
|
|
Epoch: [76][ 601/2490] Time 0.182 ( 0.183) Data 0.000 ( 0.000) Pixel loss 0.000167 (0.000203) Content loss 0.191232 (0.230148) Adversarial loss 0.000000 (0.000000) D(HR) 0.999 ( 0.732) D(SR) 0.000 ( 0.000)
|
|
Epoch: [76][ 701/2490] Time 0.184 ( 0.183) Data 0.000 ( 0.000) Pixel loss 0.000246 (0.000205) Content loss 0.252782 (0.232013) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.738) D(SR) 0.000 ( 0.000)
|
|
Epoch: [76][ 801/2490] Time 0.186 ( 0.183) Data 0.000 ( 0.000) Pixel loss 0.000295 (0.000205) Content loss 0.309414 (0.230889) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.733) D(SR) 0.000 ( 0.000)
|
|
Epoch: [76][ 901/2490] Time 0.180 ( 0.183) Data 0.000 ( 0.000) Pixel loss 0.000174 (0.000204) Content loss 0.214498 (0.231334) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.726) D(SR) 0.000 ( 0.000)
|
|
Epoch: [76][1001/2490] Time 0.195 ( 0.183) Data 0.000 ( 0.000) Pixel loss 0.000195 (0.000204) Content loss 0.187713 (0.231265) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.727) D(SR) 0.000 ( 0.000)
|
|
Epoch: [76][1101/2490] Time 0.198 ( 0.184) Data 0.000 ( 0.000) Pixel loss 0.000241 (0.000204) Content loss 0.245690 (0.231169) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.728) D(SR) 0.000 ( 0.000)
|
|
Epoch: [76][1201/2490] Time 0.199 ( 0.185) Data 0.000 ( 0.000) Pixel loss 0.000193 (0.000203) Content loss 0.256381 (0.230619) Adversarial loss 0.000000 (0.000000) D(HR) 0.965 ( 0.725) D(SR) 0.000 ( 0.000)
|
|
Epoch: [76][1301/2490] Time 0.200 ( 0.186) Data 0.000 ( 0.000) Pixel loss 0.000202 (0.000204) Content loss 0.245634 (0.230745) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.726) D(SR) 0.000 ( 0.000)
|
|
Epoch: [76][1401/2490] Time 0.195 ( 0.187) Data 0.000 ( 0.000) Pixel loss 0.000276 (0.000204) Content loss 0.310726 (0.230765) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.726) D(SR) 0.000 ( 0.000)
|
|
Epoch: [76][1501/2490] Time 0.198 ( 0.187) Data 0.000 ( 0.000) Pixel loss 0.000126 (0.000203) Content loss 0.146169 (0.230521) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.722) D(SR) 0.000 ( 0.000)
|
|
Epoch: [76][1601/2490] Time 0.187 ( 0.187) Data 0.000 ( 0.000) Pixel loss 0.000231 (0.000202) Content loss 0.232462 (0.230278) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.718) D(SR) 0.000 ( 0.000)
|
|
Epoch: [76][1701/2490] Time 0.188 ( 0.187) Data 0.000 ( 0.000) Pixel loss 0.000209 (0.000201) Content loss 0.229753 (0.230386) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.716) D(SR) 0.000 ( 0.000)
|
|
Epoch: [76][1801/2490] Time 0.191 ( 0.187) Data 0.000 ( 0.000) Pixel loss 0.000151 (0.000201) Content loss 0.195883 (0.230182) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.712) D(SR) 0.000 ( 0.000)
|
|
Epoch: [76][1901/2490] Time 0.198 ( 0.187) Data 0.000 ( 0.000) Pixel loss 0.000214 (0.000201) Content loss 0.250546 (0.230294) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.714) D(SR) 0.000 ( 0.000)
|
|
Epoch: [76][2001/2490] Time 0.197 ( 0.187) Data 0.000 ( 0.000) Pixel loss 0.000248 (0.000201) Content loss 0.255065 (0.230036) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.717) D(SR) 0.000 ( 0.000)
|
|
Epoch: [76][2101/2490] Time 0.187 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000160 (0.000201) Content loss 0.206095 (0.229959) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.714) D(SR) 0.000 ( 0.000)
|
|
Epoch: [76][2201/2490] Time 0.197 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000181 (0.000201) Content loss 0.221328 (0.230309) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.715) D(SR) 0.000 ( 0.000)
|
|
Epoch: [76][2301/2490] Time 0.192 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000218 (0.000201) Content loss 0.192143 (0.230302) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.714) D(SR) 0.000 ( 0.000)
|
|
Epoch: [76][2401/2490] Time 0.186 ( 0.189) Data 0.000 ( 0.000) Pixel loss 0.000250 (0.000201) Content loss 0.258929 (0.230142) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.713) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.141 ( 0.141) PSNR 31.05 (31.05) SSIM 0.9668 (0.9668)
|
|
Test: [2/5] Time 0.338 ( 0.240) PSNR 42.02 (36.54) SSIM 0.9797 (0.9732)
|
|
Test: [3/5] Time 0.181 ( 0.220) PSNR 42.14 (38.40) SSIM 0.9811 (0.9758)
|
|
Test: [4/5] Time 0.306 ( 0.242) PSNR 38.35 (38.39) SSIM 0.9627 (0.9725)
|
|
Test: [5/5] Time 0.132 ( 0.220) PSNR 30.62 (36.84) SSIM 0.9605 (0.9701)
|
|
* Time 0.22 PSNR 36.84 SSIM 0.97
|
|
|
|
|
|
Epoch: [77][ 1/2490] Time 0.290 ( 0.290) Data 0.000 ( 0.000) Pixel loss 0.000185 (0.000185) Content loss 0.235805 (0.235805) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [77][ 101/2490] Time 0.194 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000287 (0.000201) Content loss 0.259748 (0.228242) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.720) D(SR) 0.000 ( 0.000)
|
|
Epoch: [77][ 201/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000231 (0.000200) Content loss 0.242997 (0.230557) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.721) D(SR) 0.000 ( 0.000)
|
|
Epoch: [77][ 301/2490] Time 0.194 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000169 (0.000202) Content loss 0.197529 (0.232430) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.720) D(SR) 0.000 ( 0.000)
|
|
Epoch: [77][ 401/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000148 (0.000202) Content loss 0.231824 (0.231465) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.714) D(SR) 0.000 ( 0.000)
|
|
Epoch: [77][ 501/2490] Time 0.186 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000197 (0.000202) Content loss 0.227552 (0.232262) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.712) D(SR) 0.000 ( 0.000)
|
|
Epoch: [77][ 601/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000121 (0.000201) Content loss 0.197419 (0.232398) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.698) D(SR) 0.000 ( 0.000)
|
|
Epoch: [77][ 701/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000258 (0.000202) Content loss 0.277397 (0.232451) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.705) D(SR) 0.000 ( 0.000)
|
|
Epoch: [77][ 801/2490] Time 0.186 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000152 (0.000201) Content loss 0.207452 (0.231466) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.698) D(SR) 0.000 ( 0.000)
|
|
Epoch: [77][ 901/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000257 (0.000200) Content loss 0.266529 (0.230281) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.701) D(SR) 0.000 ( 0.000)
|
|
Epoch: [77][1001/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000191 (0.000200) Content loss 0.256554 (0.230207) Adversarial loss 0.000000 (0.000000) D(HR) 0.635 ( 0.705) D(SR) 0.000 ( 0.000)
|
|
Epoch: [77][1101/2490] Time 0.189 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000194 (0.000200) Content loss 0.269400 (0.229654) Adversarial loss 0.000000 (0.000000) D(HR) 0.534 ( 0.702) D(SR) 0.000 ( 0.000)
|
|
Epoch: [77][1201/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000209 (0.000200) Content loss 0.270557 (0.230125) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.703) D(SR) 0.000 ( 0.000)
|
|
Epoch: [77][1301/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000259 (0.000200) Content loss 0.229593 (0.229580) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.699) D(SR) 0.000 ( 0.000)
|
|
Epoch: [77][1401/2490] Time 0.194 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000272 (0.000200) Content loss 0.299522 (0.229828) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.702) D(SR) 0.000 ( 0.000)
|
|
Epoch: [77][1501/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000244 (0.000201) Content loss 0.245914 (0.229638) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.701) D(SR) 0.000 ( 0.000)
|
|
Epoch: [77][1601/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000192 (0.000201) Content loss 0.286372 (0.229701) Adversarial loss 0.000000 (0.000000) D(HR) 0.001 ( 0.699) D(SR) 0.000 ( 0.000)
|
|
Epoch: [77][1701/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000260 (0.000201) Content loss 0.260732 (0.229793) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.700) D(SR) 0.000 ( 0.000)
|
|
Epoch: [77][1801/2490] Time 0.187 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000181 (0.000201) Content loss 0.230903 (0.229990) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.702) D(SR) 0.000 ( 0.000)
|
|
Epoch: [77][1901/2490] Time 0.194 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000248 (0.000201) Content loss 0.264766 (0.229960) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.707) D(SR) 0.000 ( 0.000)
|
|
Epoch: [77][2001/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000294 (0.000201) Content loss 0.283115 (0.229826) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.706) D(SR) 0.000 ( 0.000)
|
|
Epoch: [77][2101/2490] Time 0.195 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000274 (0.000201) Content loss 0.256333 (0.229768) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.706) D(SR) 0.000 ( 0.000)
|
|
Epoch: [77][2201/2490] Time 0.189 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000238 (0.000201) Content loss 0.248572 (0.229579) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.706) D(SR) 0.000 ( 0.000)
|
|
Epoch: [77][2301/2490] Time 0.185 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000237 (0.000201) Content loss 0.274743 (0.229345) Adversarial loss 0.000000 (0.000000) D(HR) 0.648 ( 0.704) D(SR) 0.000 ( 0.000)
|
|
Epoch: [77][2401/2490] Time 0.185 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000164 (0.000201) Content loss 0.216243 (0.229173) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.699) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.145 ( 0.145) PSNR 32.68 (32.68) SSIM 0.9646 (0.9646)
|
|
Test: [2/5] Time 0.307 ( 0.226) PSNR 42.11 (37.39) SSIM 0.9775 (0.9711)
|
|
Test: [3/5] Time 0.180 ( 0.211) PSNR 42.24 (39.01) SSIM 0.9789 (0.9737)
|
|
Test: [4/5] Time 0.313 ( 0.237) PSNR 39.89 (39.23) SSIM 0.9619 (0.9707)
|
|
Test: [5/5] Time 0.132 ( 0.216) PSNR 31.79 (37.74) SSIM 0.9566 (0.9679)
|
|
* Time 0.22 PSNR 37.74 SSIM 0.97
|
|
|
|
|
|
Epoch: [78][ 1/2490] Time 0.282 ( 0.282) Data 0.000 ( 0.000) Pixel loss 0.000164 (0.000164) Content loss 0.254833 (0.254833) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [78][ 101/2490] Time 0.185 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000113 (0.000188) Content loss 0.176364 (0.230694) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.744) D(SR) 0.000 ( 0.000)
|
|
Epoch: [78][ 201/2490] Time 0.186 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000181 (0.000189) Content loss 0.162274 (0.227807) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.706) D(SR) 0.000 ( 0.000)
|
|
Epoch: [78][ 301/2490] Time 0.195 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000245 (0.000194) Content loss 0.235868 (0.229123) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.711) D(SR) 0.000 ( 0.000)
|
|
Epoch: [78][ 401/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000205 (0.000196) Content loss 0.216678 (0.229745) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.705) D(SR) 0.000 ( 0.000)
|
|
Epoch: [78][ 501/2490] Time 0.185 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000119 (0.000195) Content loss 0.158122 (0.229221) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.685) D(SR) 0.000 ( 0.000)
|
|
Epoch: [78][ 601/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000254 (0.000196) Content loss 0.248546 (0.228776) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.687) D(SR) 0.000 ( 0.000)
|
|
Epoch: [78][ 701/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000179 (0.000197) Content loss 0.261240 (0.228751) Adversarial loss 0.000000 (0.000000) D(HR) 0.844 ( 0.690) D(SR) 0.000 ( 0.000)
|
|
Epoch: [78][ 801/2490] Time 0.186 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000257 (0.000197) Content loss 0.228768 (0.229145) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.698) D(SR) 0.000 ( 0.000)
|
|
Epoch: [78][ 901/2490] Time 0.187 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000242 (0.000197) Content loss 0.251778 (0.228610) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.697) D(SR) 0.000 ( 0.000)
|
|
Epoch: [78][1001/2490] Time 0.195 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000281 (0.000197) Content loss 0.285130 (0.229191) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.703) D(SR) 0.000 ( 0.000)
|
|
Epoch: [78][1101/2490] Time 0.187 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000159 (0.000197) Content loss 0.207777 (0.229200) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.708) D(SR) 0.000 ( 0.000)
|
|
Epoch: [78][1201/2490] Time 0.195 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000169 (0.000197) Content loss 0.218851 (0.229792) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.712) D(SR) 0.000 ( 0.000)
|
|
Epoch: [78][1301/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000201 (0.000197) Content loss 0.242156 (0.229723) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.713) D(SR) 0.000 ( 0.000)
|
|
Epoch: [78][1401/2490] Time 0.194 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000220 (0.000197) Content loss 0.230371 (0.230172) Adversarial loss 0.000000 (0.000000) D(HR) 0.039 ( 0.713) D(SR) 0.000 ( 0.000)
|
|
Epoch: [78][1501/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000206 (0.000197) Content loss 0.232322 (0.230149) Adversarial loss 0.000000 (0.000000) D(HR) 0.293 ( 0.715) D(SR) 0.000 ( 0.000)
|
|
Epoch: [78][1601/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000172 (0.000197) Content loss 0.220775 (0.230347) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.713) D(SR) 0.000 ( 0.000)
|
|
Epoch: [78][1701/2490] Time 0.184 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000191 (0.000196) Content loss 0.296613 (0.230002) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.712) D(SR) 0.000 ( 0.000)
|
|
Epoch: [78][1801/2490] Time 0.188 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000163 (0.000197) Content loss 0.227236 (0.230226) Adversarial loss 0.000000 (0.000000) D(HR) 0.011 ( 0.714) D(SR) 0.000 ( 0.000)
|
|
Epoch: [78][1901/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000140 (0.000196) Content loss 0.239144 (0.230251) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.713) D(SR) 0.000 ( 0.000)
|
|
Epoch: [78][2001/2490] Time 0.187 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000174 (0.000196) Content loss 0.226663 (0.229866) Adversarial loss 0.000000 (0.000000) D(HR) 0.941 ( 0.714) D(SR) 0.000 ( 0.000)
|
|
Epoch: [78][2101/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000139 (0.000196) Content loss 0.215887 (0.230055) Adversarial loss 0.000000 (0.000000) D(HR) 0.542 ( 0.716) D(SR) 0.000 ( 0.000)
|
|
Epoch: [78][2201/2490] Time 0.193 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000103 (0.000195) Content loss 0.149527 (0.230083) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.716) D(SR) 0.000 ( 0.000)
|
|
Epoch: [78][2301/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000121 (0.000195) Content loss 0.184853 (0.229894) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.716) D(SR) 0.000 ( 0.000)
|
|
Epoch: [78][2401/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000211 (0.000195) Content loss 0.214713 (0.229996) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.713) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.160 ( 0.160) PSNR 30.54 (30.54) SSIM 0.9653 (0.9653)
|
|
Test: [2/5] Time 0.274 ( 0.217) PSNR 40.72 (35.63) SSIM 0.9792 (0.9722)
|
|
Test: [3/5] Time 0.188 ( 0.207) PSNR 40.93 (37.40) SSIM 0.9804 (0.9749)
|
|
Test: [4/5] Time 0.308 ( 0.233) PSNR 37.87 (37.52) SSIM 0.9630 (0.9719)
|
|
Test: [5/5] Time 0.132 ( 0.213) PSNR 30.35 (36.08) SSIM 0.9589 (0.9693)
|
|
* Time 0.21 PSNR 36.08 SSIM 0.97
|
|
|
|
|
|
Epoch: [79][ 1/2490] Time 0.279 ( 0.279) Data 0.000 ( 0.000) Pixel loss 0.000169 (0.000169) Content loss 0.196663 (0.196663) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [79][ 101/2490] Time 0.191 ( 0.197) Data 0.000 ( 0.000) Pixel loss 0.000199 (0.000196) Content loss 0.243639 (0.229338) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.737) D(SR) 0.000 ( 0.000)
|
|
Epoch: [79][ 201/2490] Time 0.192 ( 0.195) Data 0.000 ( 0.000) Pixel loss 0.000178 (0.000195) Content loss 0.236127 (0.229825) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.720) D(SR) 0.000 ( 0.000)
|
|
Epoch: [79][ 301/2490] Time 0.192 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000174 (0.000197) Content loss 0.273203 (0.230464) Adversarial loss 0.000000 (0.000000) D(HR) 0.944 ( 0.708) D(SR) 0.000 ( 0.000)
|
|
Epoch: [79][ 401/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000248 (0.000196) Content loss 0.238151 (0.229582) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.711) D(SR) 0.000 ( 0.000)
|
|
Epoch: [79][ 501/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000204 (0.000196) Content loss 0.261907 (0.229554) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.707) D(SR) 0.000 ( 0.000)
|
|
Epoch: [79][ 601/2490] Time 0.186 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000185 (0.000196) Content loss 0.244858 (0.229718) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.686) D(SR) 0.000 ( 0.000)
|
|
Epoch: [79][ 701/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000229 (0.000195) Content loss 0.209865 (0.230210) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.701) D(SR) 0.000 ( 0.000)
|
|
Epoch: [79][ 801/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000180 (0.000196) Content loss 0.219223 (0.229602) Adversarial loss 0.000000 (0.000000) D(HR) 0.999 ( 0.695) D(SR) 0.000 ( 0.000)
|
|
Epoch: [79][ 901/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000212 (0.000196) Content loss 0.239951 (0.230345) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.699) D(SR) 0.000 ( 0.000)
|
|
Epoch: [79][1001/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000231 (0.000196) Content loss 0.243328 (0.230578) Adversarial loss 0.000000 (0.000000) D(HR) 0.888 ( 0.700) D(SR) 0.000 ( 0.000)
|
|
Epoch: [79][1101/2490] Time 0.189 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000179 (0.000196) Content loss 0.219852 (0.230107) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.705) D(SR) 0.000 ( 0.000)
|
|
Epoch: [79][1201/2490] Time 0.189 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000161 (0.000197) Content loss 0.191660 (0.229911) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.704) D(SR) 0.000 ( 0.000)
|
|
Epoch: [79][1301/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000200 (0.000197) Content loss 0.208355 (0.229928) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.705) D(SR) 0.000 ( 0.000)
|
|
Epoch: [79][1401/2490] Time 0.196 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000197 (0.000197) Content loss 0.256479 (0.229704) Adversarial loss 0.000000 (0.000000) D(HR) 0.001 ( 0.705) D(SR) 0.000 ( 0.000)
|
|
Epoch: [79][1501/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000138 (0.000197) Content loss 0.163229 (0.229749) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.707) D(SR) 0.000 ( 0.000)
|
|
Epoch: [79][1601/2490] Time 0.194 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000137 (0.000197) Content loss 0.164780 (0.229542) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.705) D(SR) 0.000 ( 0.000)
|
|
Epoch: [79][1701/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000185 (0.000198) Content loss 0.209974 (0.229504) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.702) D(SR) 0.000 ( 0.000)
|
|
Epoch: [79][1801/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000197 (0.000198) Content loss 0.279531 (0.229856) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.704) D(SR) 0.000 ( 0.000)
|
|
Epoch: [79][1901/2490] Time 0.194 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000204 (0.000198) Content loss 0.232012 (0.230036) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.701) D(SR) 0.000 ( 0.000)
|
|
Epoch: [79][2001/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000193 (0.000198) Content loss 0.250669 (0.229796) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.701) D(SR) 0.000 ( 0.000)
|
|
Epoch: [79][2101/2490] Time 0.194 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000220 (0.000198) Content loss 0.210961 (0.229892) Adversarial loss 0.000000 (0.000000) D(HR) 0.999 ( 0.704) D(SR) 0.000 ( 0.000)
|
|
Epoch: [79][2201/2490] Time 0.185 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000240 (0.000198) Content loss 0.234195 (0.229688) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.701) D(SR) 0.000 ( 0.000)
|
|
Epoch: [79][2301/2490] Time 0.185 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000181 (0.000198) Content loss 0.224127 (0.229795) Adversarial loss 0.000000 (0.000000) D(HR) 0.064 ( 0.703) D(SR) 0.000 ( 0.000)
|
|
Epoch: [79][2401/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000214 (0.000198) Content loss 0.242657 (0.229482) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.703) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.141 ( 0.141) PSNR 32.45 (32.45) SSIM 0.9661 (0.9661)
|
|
Test: [2/5] Time 0.322 ( 0.231) PSNR 40.79 (36.62) SSIM 0.9802 (0.9732)
|
|
Test: [3/5] Time 0.191 ( 0.218) PSNR 40.95 (38.06) SSIM 0.9812 (0.9758)
|
|
Test: [4/5] Time 0.298 ( 0.238) PSNR 40.05 (38.56) SSIM 0.9633 (0.9727)
|
|
Test: [5/5] Time 0.132 ( 0.217) PSNR 31.96 (37.24) SSIM 0.9596 (0.9701)
|
|
* Time 0.22 PSNR 37.24 SSIM 0.97
|
|
|
|
|
|
Epoch: [80][ 1/2490] Time 0.302 ( 0.302) Data 0.000 ( 0.000) Pixel loss 0.000168 (0.000168) Content loss 0.203179 (0.203179) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [80][ 101/2490] Time 0.190 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000157 (0.000189) Content loss 0.199454 (0.227256) Adversarial loss 0.000000 (0.000000) D(HR) 0.998 ( 0.732) D(SR) 0.000 ( 0.000)
|
|
Epoch: [80][ 201/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000186 (0.000193) Content loss 0.206277 (0.223947) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.714) D(SR) 0.000 ( 0.000)
|
|
Epoch: [80][ 301/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000230 (0.000194) Content loss 0.220873 (0.225828) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.741) D(SR) 0.000 ( 0.000)
|
|
Epoch: [80][ 401/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000245 (0.000193) Content loss 0.319379 (0.228161) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.740) D(SR) 0.000 ( 0.000)
|
|
Epoch: [80][ 501/2490] Time 0.196 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000144 (0.000193) Content loss 0.203798 (0.229184) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.741) D(SR) 0.000 ( 0.000)
|
|
Epoch: [80][ 601/2490] Time 0.196 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000188 (0.000191) Content loss 0.189578 (0.227515) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.730) D(SR) 0.000 ( 0.000)
|
|
Epoch: [80][ 701/2490] Time 0.185 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000193 (0.000191) Content loss 0.255804 (0.228206) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.728) D(SR) 0.000 ( 0.000)
|
|
Epoch: [80][ 801/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000217 (0.000191) Content loss 0.282927 (0.228939) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.724) D(SR) 0.000 ( 0.000)
|
|
Epoch: [80][ 901/2490] Time 0.185 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000155 (0.000191) Content loss 0.240253 (0.229276) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.725) D(SR) 0.000 ( 0.000)
|
|
Epoch: [80][1001/2490] Time 0.197 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000174 (0.000191) Content loss 0.216377 (0.228893) Adversarial loss 0.000000 (0.000000) D(HR) 0.984 ( 0.723) D(SR) 0.000 ( 0.000)
|
|
Epoch: [80][1101/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000157 (0.000191) Content loss 0.193636 (0.228373) Adversarial loss 0.000000 (0.000000) D(HR) 0.374 ( 0.717) D(SR) 0.000 ( 0.000)
|
|
Epoch: [80][1201/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000214 (0.000192) Content loss 0.264205 (0.228775) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.721) D(SR) 0.000 ( 0.000)
|
|
Epoch: [80][1301/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000170 (0.000191) Content loss 0.235519 (0.228362) Adversarial loss 0.000000 (0.000000) D(HR) 0.979 ( 0.723) D(SR) 0.000 ( 0.000)
|
|
Epoch: [80][1401/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000221 (0.000191) Content loss 0.273894 (0.228535) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.724) D(SR) 0.000 ( 0.000)
|
|
Epoch: [80][1501/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000201 (0.000191) Content loss 0.261590 (0.228750) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.724) D(SR) 0.000 ( 0.000)
|
|
Epoch: [80][1601/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000232 (0.000191) Content loss 0.267807 (0.228688) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.721) D(SR) 0.000 ( 0.000)
|
|
Epoch: [80][1701/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000191 (0.000190) Content loss 0.252355 (0.228719) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.721) D(SR) 0.000 ( 0.000)
|
|
Epoch: [80][1801/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000280 (0.000191) Content loss 0.217415 (0.228729) Adversarial loss 0.000000 (0.000000) D(HR) 0.982 ( 0.721) D(SR) 0.000 ( 0.000)
|
|
Epoch: [80][1901/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000211 (0.000191) Content loss 0.237562 (0.228905) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.720) D(SR) 0.000 ( 0.000)
|
|
Epoch: [80][2001/2490] Time 0.185 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000224 (0.000192) Content loss 0.247133 (0.228847) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.724) D(SR) 0.000 ( 0.000)
|
|
Epoch: [80][2101/2490] Time 0.239 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000147 (0.000192) Content loss 0.190555 (0.229069) Adversarial loss 0.000000 (0.000000) D(HR) 0.997 ( 0.727) D(SR) 0.000 ( 0.000)
|
|
Epoch: [80][2201/2490] Time 0.185 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000210 (0.000192) Content loss 0.249921 (0.229068) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.726) D(SR) 0.000 ( 0.000)
|
|
Epoch: [80][2301/2490] Time 0.186 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000137 (0.000192) Content loss 0.189302 (0.229040) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.726) D(SR) 0.000 ( 0.000)
|
|
Epoch: [80][2401/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000251 (0.000192) Content loss 0.207449 (0.229211) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.725) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.140 ( 0.140) PSNR 31.18 (31.18) SSIM 0.9671 (0.9671)
|
|
Test: [2/5] Time 0.279 ( 0.210) PSNR 41.46 (36.32) SSIM 0.9774 (0.9723)
|
|
Test: [3/5] Time 0.137 ( 0.185) PSNR 41.54 (38.06) SSIM 0.9789 (0.9745)
|
|
Test: [4/5] Time 0.304 ( 0.215) PSNR 39.30 (38.37) SSIM 0.9638 (0.9718)
|
|
Test: [5/5] Time 0.132 ( 0.199) PSNR 30.67 (36.83) SSIM 0.9605 (0.9695)
|
|
* Time 0.20 PSNR 36.83 SSIM 0.97
|
|
|
|
|
|
Epoch: [81][ 1/2490] Time 0.288 ( 0.288) Data 0.000 ( 0.000) Pixel loss 0.000191 (0.000191) Content loss 0.202295 (0.202295) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [81][ 101/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000208 (0.000203) Content loss 0.289837 (0.237863) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.687) D(SR) 0.000 ( 0.000)
|
|
Epoch: [81][ 201/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000150 (0.000200) Content loss 0.212743 (0.233139) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.715) D(SR) 0.000 ( 0.000)
|
|
Epoch: [81][ 301/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000169 (0.000197) Content loss 0.168606 (0.230656) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.741) D(SR) 0.000 ( 0.000)
|
|
Epoch: [81][ 401/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000201 (0.000196) Content loss 0.260687 (0.230842) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.738) D(SR) 0.000 ( 0.000)
|
|
Epoch: [81][ 501/2490] Time 0.189 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000215 (0.000196) Content loss 0.206617 (0.232163) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.743) D(SR) 0.000 ( 0.000)
|
|
Epoch: [81][ 601/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000182 (0.000195) Content loss 0.212730 (0.231944) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.736) D(SR) 0.000 ( 0.000)
|
|
Epoch: [81][ 701/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000167 (0.000194) Content loss 0.216783 (0.231191) Adversarial loss 0.000000 (0.000000) D(HR) 0.005 ( 0.730) D(SR) 0.000 ( 0.000)
|
|
Epoch: [81][ 801/2490] Time 0.189 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000275 (0.000193) Content loss 0.342962 (0.230776) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.726) D(SR) 0.000 ( 0.000)
|
|
Epoch: [81][ 901/2490] Time 0.185 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000293 (0.000194) Content loss 0.266251 (0.230700) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.726) D(SR) 0.000 ( 0.000)
|
|
Epoch: [81][1001/2490] Time 0.195 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000230 (0.000194) Content loss 0.267585 (0.230422) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.727) D(SR) 0.000 ( 0.000)
|
|
Epoch: [81][1101/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000234 (0.000193) Content loss 0.288853 (0.230401) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.720) D(SR) 0.000 ( 0.000)
|
|
Epoch: [81][1201/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000179 (0.000192) Content loss 0.183150 (0.230432) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.711) D(SR) 0.000 ( 0.000)
|
|
Epoch: [81][1301/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000195 (0.000192) Content loss 0.193230 (0.230075) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.706) D(SR) 0.000 ( 0.000)
|
|
Epoch: [81][1401/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000243 (0.000193) Content loss 0.273399 (0.229912) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.705) D(SR) 0.000 ( 0.000)
|
|
Epoch: [81][1501/2490] Time 0.189 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000208 (0.000193) Content loss 0.168326 (0.230180) Adversarial loss 0.000000 (0.000000) D(HR) 0.253 ( 0.709) D(SR) 0.000 ( 0.000)
|
|
Epoch: [81][1601/2490] Time 0.195 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000185 (0.000193) Content loss 0.233346 (0.230033) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.718) D(SR) 0.000 ( 0.000)
|
|
Epoch: [81][1701/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000194 (0.000193) Content loss 0.256816 (0.230210) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.720) D(SR) 0.000 ( 0.000)
|
|
Epoch: [81][1801/2490] Time 0.195 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000136 (0.000193) Content loss 0.249306 (0.230080) Adversarial loss 0.000000 (0.000000) D(HR) 0.023 ( 0.720) D(SR) 0.000 ( 0.000)
|
|
Epoch: [81][1901/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000201 (0.000192) Content loss 0.220218 (0.229887) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.719) D(SR) 0.000 ( 0.000)
|
|
Epoch: [81][2001/2490] Time 0.189 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000250 (0.000192) Content loss 0.264399 (0.229826) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.717) D(SR) 0.000 ( 0.000)
|
|
Epoch: [81][2101/2490] Time 0.186 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000130 (0.000192) Content loss 0.208796 (0.229794) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.721) D(SR) 0.000 ( 0.000)
|
|
Epoch: [81][2201/2490] Time 0.194 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000202 (0.000192) Content loss 0.241996 (0.229568) Adversarial loss 0.000000 (0.000000) D(HR) 0.982 ( 0.719) D(SR) 0.000 ( 0.000)
|
|
Epoch: [81][2301/2490] Time 0.194 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000157 (0.000192) Content loss 0.185032 (0.229489) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.720) D(SR) 0.000 ( 0.000)
|
|
Epoch: [81][2401/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000207 (0.000192) Content loss 0.284854 (0.229491) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.724) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.140 ( 0.140) PSNR 31.86 (31.86) SSIM 0.9679 (0.9679)
|
|
Test: [2/5] Time 0.289 ( 0.214) PSNR 41.76 (36.81) SSIM 0.9804 (0.9741)
|
|
Test: [3/5] Time 0.164 ( 0.198) PSNR 41.97 (38.53) SSIM 0.9816 (0.9766)
|
|
Test: [4/5] Time 0.276 ( 0.217) PSNR 39.67 (38.82) SSIM 0.9635 (0.9733)
|
|
Test: [5/5] Time 0.132 ( 0.200) PSNR 31.45 (37.35) SSIM 0.9614 (0.9709)
|
|
* Time 0.20 PSNR 37.35 SSIM 0.97
|
|
|
|
|
|
Epoch: [82][ 1/2490] Time 0.295 ( 0.295) Data 0.000 ( 0.000) Pixel loss 0.000206 (0.000206) Content loss 0.274833 (0.274833) Adversarial loss 0.000000 (0.000000) D(HR) 0.975 ( 0.975) D(SR) 0.000 ( 0.000)
|
|
Epoch: [82][ 101/2490] Time 0.197 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000213 (0.000192) Content loss 0.227657 (0.228780) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.686) D(SR) 0.000 ( 0.000)
|
|
Epoch: [82][ 201/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000176 (0.000193) Content loss 0.217480 (0.231365) Adversarial loss 0.000000 (0.000000) D(HR) 0.800 ( 0.673) D(SR) 0.000 ( 0.000)
|
|
Epoch: [82][ 301/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000217 (0.000194) Content loss 0.224918 (0.232769) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.704) D(SR) 0.000 ( 0.000)
|
|
Epoch: [82][ 401/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000148 (0.000189) Content loss 0.208815 (0.230632) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.705) D(SR) 0.000 ( 0.000)
|
|
Epoch: [82][ 501/2490] Time 0.185 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000179 (0.000189) Content loss 0.192113 (0.229234) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.702) D(SR) 0.000 ( 0.000)
|
|
Epoch: [82][ 601/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000128 (0.000192) Content loss 0.194902 (0.229102) Adversarial loss 0.000000 (0.000000) D(HR) 0.014 ( 0.699) D(SR) 0.000 ( 0.000)
|
|
Epoch: [82][ 701/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000215 (0.000194) Content loss 0.234535 (0.228830) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.698) D(SR) 0.000 ( 0.000)
|
|
Epoch: [82][ 801/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000182 (0.000194) Content loss 0.253377 (0.229030) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.706) D(SR) 0.000 ( 0.000)
|
|
Epoch: [82][ 901/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000285 (0.000193) Content loss 0.286550 (0.229086) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.706) D(SR) 0.000 ( 0.000)
|
|
Epoch: [82][1001/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000230 (0.000194) Content loss 0.261969 (0.228950) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.714) D(SR) 0.000 ( 0.000)
|
|
Epoch: [82][1101/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000170 (0.000193) Content loss 0.244033 (0.228973) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.714) D(SR) 0.000 ( 0.000)
|
|
Epoch: [82][1201/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000180 (0.000193) Content loss 0.225335 (0.228645) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.708) D(SR) 0.000 ( 0.000)
|
|
Epoch: [82][1301/2490] Time 0.194 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000197 (0.000193) Content loss 0.241395 (0.228794) Adversarial loss 0.000000 (0.000000) D(HR) 0.017 ( 0.707) D(SR) 0.000 ( 0.000)
|
|
Epoch: [82][1401/2490] Time 0.193 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000180 (0.000192) Content loss 0.217693 (0.228868) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.709) D(SR) 0.000 ( 0.000)
|
|
Epoch: [82][1501/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000180 (0.000193) Content loss 0.161586 (0.229132) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.713) D(SR) 0.000 ( 0.000)
|
|
Epoch: [82][1601/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000155 (0.000193) Content loss 0.204627 (0.228804) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.708) D(SR) 0.000 ( 0.000)
|
|
Epoch: [82][1701/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000212 (0.000193) Content loss 0.208654 (0.228971) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.709) D(SR) 0.000 ( 0.000)
|
|
Epoch: [82][1801/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000182 (0.000193) Content loss 0.213508 (0.228412) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.706) D(SR) 0.000 ( 0.000)
|
|
Epoch: [82][1901/2490] Time 0.193 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000185 (0.000193) Content loss 0.209288 (0.228379) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.708) D(SR) 0.000 ( 0.000)
|
|
Epoch: [82][2001/2490] Time 0.198 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000132 (0.000193) Content loss 0.148789 (0.228367) Adversarial loss 0.000000 (0.000000) D(HR) 0.001 ( 0.708) D(SR) 0.000 ( 0.000)
|
|
Epoch: [82][2101/2490] Time 0.186 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000195 (0.000194) Content loss 0.207072 (0.228433) Adversarial loss 0.000000 (0.000000) D(HR) 0.937 ( 0.707) D(SR) 0.000 ( 0.000)
|
|
Epoch: [82][2201/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000165 (0.000194) Content loss 0.205894 (0.228167) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.706) D(SR) 0.000 ( 0.000)
|
|
Epoch: [82][2301/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000133 (0.000195) Content loss 0.202240 (0.228179) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.703) D(SR) 0.000 ( 0.000)
|
|
Epoch: [82][2401/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000115 (0.000194) Content loss 0.168849 (0.228326) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.704) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.140 ( 0.140) PSNR 32.24 (32.24) SSIM 0.9672 (0.9672)
|
|
Test: [2/5] Time 0.290 ( 0.215) PSNR 41.46 (36.85) SSIM 0.9797 (0.9735)
|
|
Test: [3/5] Time 0.170 ( 0.200) PSNR 41.56 (38.42) SSIM 0.9809 (0.9760)
|
|
Test: [4/5] Time 0.285 ( 0.221) PSNR 40.27 (38.88) SSIM 0.9644 (0.9731)
|
|
Test: [5/5] Time 0.132 ( 0.204) PSNR 31.72 (37.45) SSIM 0.9603 (0.9705)
|
|
* Time 0.20 PSNR 37.45 SSIM 0.97
|
|
|
|
|
|
Epoch: [83][ 1/2490] Time 0.297 ( 0.297) Data 0.000 ( 0.000) Pixel loss 0.000154 (0.000154) Content loss 0.234743 (0.234743) Adversarial loss 0.000000 (0.000000) D(HR) 0.896 ( 0.896) D(SR) 0.000 ( 0.000)
|
|
Epoch: [83][ 101/2490] Time 0.185 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000172 (0.000193) Content loss 0.235910 (0.229020) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.748) D(SR) 0.000 ( 0.000)
|
|
Epoch: [83][ 201/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000158 (0.000195) Content loss 0.228546 (0.228137) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.706) D(SR) 0.000 ( 0.000)
|
|
Epoch: [83][ 301/2490] Time 0.194 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000262 (0.000195) Content loss 0.280547 (0.228065) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.687) D(SR) 0.000 ( 0.000)
|
|
Epoch: [83][ 401/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000198 (0.000195) Content loss 0.211940 (0.226899) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.699) D(SR) 0.000 ( 0.000)
|
|
Epoch: [83][ 501/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000157 (0.000193) Content loss 0.233648 (0.226761) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.697) D(SR) 0.000 ( 0.000)
|
|
Epoch: [83][ 601/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000228 (0.000192) Content loss 0.210960 (0.227362) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.689) D(SR) 0.000 ( 0.000)
|
|
Epoch: [83][ 701/2490] Time 0.193 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000199 (0.000194) Content loss 0.282166 (0.227252) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.691) D(SR) 0.000 ( 0.000)
|
|
Epoch: [83][ 801/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000196 (0.000195) Content loss 0.276171 (0.228327) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.703) D(SR) 0.000 ( 0.000)
|
|
Epoch: [83][ 901/2490] Time 0.185 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000212 (0.000196) Content loss 0.273946 (0.229623) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.711) D(SR) 0.000 ( 0.000)
|
|
Epoch: [83][1001/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000151 (0.000196) Content loss 0.201988 (0.229310) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.710) D(SR) 0.000 ( 0.000)
|
|
Epoch: [83][1101/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000230 (0.000195) Content loss 0.249914 (0.229426) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.714) D(SR) 0.000 ( 0.000)
|
|
Epoch: [83][1201/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000206 (0.000195) Content loss 0.211131 (0.229643) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.716) D(SR) 0.000 ( 0.000)
|
|
Epoch: [83][1301/2490] Time 0.195 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000145 (0.000195) Content loss 0.226772 (0.229556) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.717) D(SR) 0.000 ( 0.000)
|
|
Epoch: [83][1401/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000259 (0.000195) Content loss 0.246446 (0.229682) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.719) D(SR) 0.000 ( 0.000)
|
|
Epoch: [83][1501/2490] Time 0.185 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000240 (0.000195) Content loss 0.263918 (0.229848) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.720) D(SR) 0.000 ( 0.000)
|
|
Epoch: [83][1601/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000214 (0.000195) Content loss 0.220321 (0.229853) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.718) D(SR) 0.000 ( 0.000)
|
|
Epoch: [83][1701/2490] Time 0.194 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000193 (0.000195) Content loss 0.194965 (0.229630) Adversarial loss 0.000000 (0.000000) D(HR) 0.957 ( 0.722) D(SR) 0.000 ( 0.000)
|
|
Epoch: [83][1801/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000230 (0.000195) Content loss 0.211397 (0.229525) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.721) D(SR) 0.000 ( 0.000)
|
|
Epoch: [83][1901/2490] Time 0.185 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000232 (0.000195) Content loss 0.225214 (0.229232) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.717) D(SR) 0.000 ( 0.000)
|
|
Epoch: [83][2001/2490] Time 0.198 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000141 (0.000195) Content loss 0.157697 (0.229522) Adversarial loss 0.000000 (0.000000) D(HR) 0.144 ( 0.718) D(SR) 0.000 ( 0.000)
|
|
Epoch: [83][2101/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000249 (0.000195) Content loss 0.307545 (0.229274) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.717) D(SR) 0.000 ( 0.000)
|
|
Epoch: [83][2201/2490] Time 0.189 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000167 (0.000195) Content loss 0.224742 (0.229114) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.715) D(SR) 0.000 ( 0.000)
|
|
Epoch: [83][2301/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000214 (0.000195) Content loss 0.259970 (0.228861) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.713) D(SR) 0.000 ( 0.000)
|
|
Epoch: [83][2401/2490] Time 0.186 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000231 (0.000195) Content loss 0.259094 (0.229063) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.713) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.141 ( 0.141) PSNR 31.74 (31.74) SSIM 0.9646 (0.9646)
|
|
Test: [2/5] Time 0.289 ( 0.215) PSNR 40.68 (36.21) SSIM 0.9785 (0.9715)
|
|
Test: [3/5] Time 0.164 ( 0.198) PSNR 40.92 (37.78) SSIM 0.9800 (0.9744)
|
|
Test: [4/5] Time 0.247 ( 0.210) PSNR 39.91 (38.31) SSIM 0.9624 (0.9714)
|
|
Test: [5/5] Time 0.132 ( 0.194) PSNR 31.31 (36.91) SSIM 0.9582 (0.9687)
|
|
* Time 0.19 PSNR 36.91 SSIM 0.97
|
|
|
|
|
|
Epoch: [84][ 1/2490] Time 0.291 ( 0.291) Data 0.000 ( 0.000) Pixel loss 0.000207 (0.000207) Content loss 0.282692 (0.282692) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [84][ 101/2490] Time 0.192 ( 0.195) Data 0.000 ( 0.000) Pixel loss 0.000209 (0.000192) Content loss 0.204361 (0.230195) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.756) D(SR) 0.000 ( 0.000)
|
|
Epoch: [84][ 201/2490] Time 0.193 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000164 (0.000193) Content loss 0.221128 (0.229991) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.714) D(SR) 0.000 ( 0.000)
|
|
Epoch: [84][ 301/2490] Time 0.190 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000218 (0.000195) Content loss 0.216670 (0.228814) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.710) D(SR) 0.000 ( 0.000)
|
|
Epoch: [84][ 401/2490] Time 0.195 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000206 (0.000195) Content loss 0.213336 (0.229047) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.710) D(SR) 0.000 ( 0.000)
|
|
Epoch: [84][ 501/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000252 (0.000193) Content loss 0.261569 (0.228871) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.699) D(SR) 0.000 ( 0.000)
|
|
Epoch: [84][ 601/2490] Time 0.187 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000203 (0.000193) Content loss 0.253192 (0.229600) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.711) D(SR) 0.000 ( 0.000)
|
|
Epoch: [84][ 701/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000168 (0.000194) Content loss 0.264478 (0.230770) Adversarial loss 0.000000 (0.000000) D(HR) 0.003 ( 0.717) D(SR) 0.000 ( 0.000)
|
|
Epoch: [84][ 801/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000176 (0.000193) Content loss 0.250550 (0.230066) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.703) D(SR) 0.000 ( 0.000)
|
|
Epoch: [84][ 901/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000256 (0.000193) Content loss 0.275237 (0.230013) Adversarial loss 0.000000 (0.000000) D(HR) 0.955 ( 0.707) D(SR) 0.000 ( 0.000)
|
|
Epoch: [84][1001/2490] Time 0.187 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000137 (0.000193) Content loss 0.179368 (0.230308) Adversarial loss 0.000000 (0.000000) D(HR) 0.165 ( 0.713) D(SR) 0.000 ( 0.000)
|
|
Epoch: [84][1101/2490] Time 0.185 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000211 (0.000192) Content loss 0.266196 (0.230269) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.714) D(SR) 0.000 ( 0.000)
|
|
Epoch: [84][1201/2490] Time 0.186 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000183 (0.000192) Content loss 0.221931 (0.230170) Adversarial loss 0.000000 (0.000000) D(HR) 0.420 ( 0.711) D(SR) 0.000 ( 0.000)
|
|
Epoch: [84][1301/2490] Time 0.186 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000230 (0.000192) Content loss 0.253882 (0.230419) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.713) D(SR) 0.000 ( 0.000)
|
|
Epoch: [84][1401/2490] Time 0.193 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000115 (0.000192) Content loss 0.170918 (0.230125) Adversarial loss 0.000000 (0.000000) D(HR) 0.322 ( 0.714) D(SR) 0.000 ( 0.000)
|
|
Epoch: [84][1501/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000205 (0.000192) Content loss 0.208685 (0.229893) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.715) D(SR) 0.000 ( 0.000)
|
|
Epoch: [84][1601/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000230 (0.000191) Content loss 0.178208 (0.229467) Adversarial loss 0.000000 (0.000000) D(HR) 0.494 ( 0.711) D(SR) 0.000 ( 0.000)
|
|
Epoch: [84][1701/2490] Time 0.186 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000173 (0.000191) Content loss 0.225749 (0.229528) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.712) D(SR) 0.000 ( 0.000)
|
|
Epoch: [84][1801/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000191 (0.000191) Content loss 0.245161 (0.229484) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.710) D(SR) 0.000 ( 0.000)
|
|
Epoch: [84][1901/2490] Time 0.186 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000217 (0.000192) Content loss 0.237303 (0.229425) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.713) D(SR) 0.000 ( 0.000)
|
|
Epoch: [84][2001/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000194 (0.000192) Content loss 0.258440 (0.229625) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.713) D(SR) 0.000 ( 0.000)
|
|
Epoch: [84][2101/2490] Time 0.193 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000245 (0.000192) Content loss 0.284292 (0.229702) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.715) D(SR) 0.000 ( 0.000)
|
|
Epoch: [84][2201/2490] Time 0.186 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000195 (0.000192) Content loss 0.223524 (0.229857) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.716) D(SR) 0.000 ( 0.000)
|
|
Epoch: [84][2301/2490] Time 0.178 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000171 (0.000192) Content loss 0.162650 (0.229795) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.717) D(SR) 0.000 ( 0.000)
|
|
Epoch: [84][2401/2490] Time 0.187 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000194 (0.000192) Content loss 0.243737 (0.229851) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.717) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.140 ( 0.140) PSNR 31.10 (31.10) SSIM 0.9654 (0.9654)
|
|
Test: [2/5] Time 0.344 ( 0.242) PSNR 41.62 (36.36) SSIM 0.9785 (0.9720)
|
|
Test: [3/5] Time 0.137 ( 0.207) PSNR 41.94 (38.22) SSIM 0.9801 (0.9747)
|
|
Test: [4/5] Time 0.261 ( 0.221) PSNR 38.49 (38.29) SSIM 0.9630 (0.9718)
|
|
Test: [5/5] Time 0.132 ( 0.203) PSNR 30.74 (36.78) SSIM 0.9584 (0.9691)
|
|
* Time 0.20 PSNR 36.78 SSIM 0.97
|
|
|
|
|
|
Epoch: [85][ 1/2490] Time 0.239 ( 0.239) Data 0.000 ( 0.000) Pixel loss 0.000173 (0.000173) Content loss 0.227170 (0.227170) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [85][ 101/2490] Time 0.196 ( 0.195) Data 0.000 ( 0.000) Pixel loss 0.000215 (0.000195) Content loss 0.245196 (0.233991) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.716) D(SR) 0.000 ( 0.000)
|
|
Epoch: [85][ 201/2490] Time 0.192 ( 0.197) Data 0.000 ( 0.000) Pixel loss 0.000180 (0.000195) Content loss 0.260952 (0.232842) Adversarial loss 0.000000 (0.000000) D(HR) 0.952 ( 0.737) D(SR) 0.000 ( 0.000)
|
|
Epoch: [85][ 301/2490] Time 0.185 ( 0.197) Data 0.000 ( 0.000) Pixel loss 0.000157 (0.000195) Content loss 0.236187 (0.231255) Adversarial loss 0.000000 (0.000000) D(HR) 0.210 ( 0.732) D(SR) 0.000 ( 0.000)
|
|
Epoch: [85][ 401/2490] Time 0.191 ( 0.198) Data 0.000 ( 0.000) Pixel loss 0.000135 (0.000193) Content loss 0.159999 (0.231496) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.724) D(SR) 0.000 ( 0.000)
|
|
Epoch: [85][ 501/2490] Time 0.194 ( 0.198) Data 0.000 ( 0.000) Pixel loss 0.000183 (0.000193) Content loss 0.254545 (0.232190) Adversarial loss 0.000000 (0.000000) D(HR) 0.994 ( 0.722) D(SR) 0.000 ( 0.000)
|
|
Epoch: [85][ 601/2490] Time 0.191 ( 0.198) Data 0.000 ( 0.000) Pixel loss 0.000193 (0.000193) Content loss 0.263594 (0.231948) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.721) D(SR) 0.000 ( 0.000)
|
|
Epoch: [85][ 701/2490] Time 0.191 ( 0.198) Data 0.000 ( 0.000) Pixel loss 0.000182 (0.000193) Content loss 0.247789 (0.231525) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.722) D(SR) 0.000 ( 0.000)
|
|
Epoch: [85][ 801/2490] Time 0.190 ( 0.198) Data 0.000 ( 0.000) Pixel loss 0.000186 (0.000194) Content loss 0.241330 (0.232084) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.723) D(SR) 0.000 ( 0.000)
|
|
Epoch: [85][ 901/2490] Time 0.189 ( 0.198) Data 0.000 ( 0.000) Pixel loss 0.000172 (0.000194) Content loss 0.205965 (0.231912) Adversarial loss 0.000000 (0.000000) D(HR) 0.086 ( 0.731) D(SR) 0.000 ( 0.000)
|
|
Epoch: [85][1001/2490] Time 0.193 ( 0.198) Data 0.000 ( 0.000) Pixel loss 0.000151 (0.000194) Content loss 0.231239 (0.231760) Adversarial loss 0.000000 (0.000000) D(HR) 0.004 ( 0.731) D(SR) 0.000 ( 0.000)
|
|
Epoch: [85][1101/2490] Time 0.191 ( 0.198) Data 0.000 ( 0.000) Pixel loss 0.000235 (0.000194) Content loss 0.250477 (0.231295) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.729) D(SR) 0.000 ( 0.000)
|
|
Epoch: [85][1201/2490] Time 0.185 ( 0.198) Data 0.000 ( 0.000) Pixel loss 0.000187 (0.000195) Content loss 0.223839 (0.231106) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.727) D(SR) 0.000 ( 0.000)
|
|
Epoch: [85][1301/2490] Time 0.192 ( 0.198) Data 0.000 ( 0.000) Pixel loss 0.000211 (0.000194) Content loss 0.186840 (0.230561) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.723) D(SR) 0.000 ( 0.000)
|
|
Epoch: [85][1401/2490] Time 0.189 ( 0.198) Data 0.000 ( 0.000) Pixel loss 0.000222 (0.000194) Content loss 0.211074 (0.230579) Adversarial loss 0.000000 (0.000000) D(HR) 0.995 ( 0.723) D(SR) 0.000 ( 0.000)
|
|
Epoch: [85][1501/2490] Time 0.194 ( 0.198) Data 0.000 ( 0.000) Pixel loss 0.000187 (0.000195) Content loss 0.190297 (0.230690) Adversarial loss 0.000000 (0.000000) D(HR) 0.044 ( 0.723) D(SR) 0.000 ( 0.000)
|
|
Epoch: [85][1601/2490] Time 0.197 ( 0.198) Data 0.000 ( 0.000) Pixel loss 0.000240 (0.000195) Content loss 0.264449 (0.230442) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.721) D(SR) 0.000 ( 0.000)
|
|
Epoch: [85][1701/2490] Time 0.198 ( 0.199) Data 0.000 ( 0.000) Pixel loss 0.000239 (0.000195) Content loss 0.209348 (0.230122) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.714) D(SR) 0.000 ( 0.000)
|
|
Epoch: [85][1801/2490] Time 0.189 ( 0.199) Data 0.000 ( 0.000) Pixel loss 0.000152 (0.000195) Content loss 0.201590 (0.229907) Adversarial loss 0.000000 (0.000000) D(HR) 0.009 ( 0.714) D(SR) 0.000 ( 0.000)
|
|
Epoch: [85][1901/2490] Time 0.197 ( 0.199) Data 0.000 ( 0.000) Pixel loss 0.000121 (0.000195) Content loss 0.176993 (0.229366) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.716) D(SR) 0.000 ( 0.000)
|
|
Epoch: [85][2001/2490] Time 0.197 ( 0.199) Data 0.000 ( 0.000) Pixel loss 0.000178 (0.000196) Content loss 0.290212 (0.229471) Adversarial loss 0.000000 (0.000000) D(HR) 0.979 ( 0.717) D(SR) 0.000 ( 0.000)
|
|
Epoch: [85][2101/2490] Time 0.197 ( 0.199) Data 0.000 ( 0.000) Pixel loss 0.000263 (0.000195) Content loss 0.221973 (0.229070) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.717) D(SR) 0.000 ( 0.000)
|
|
Epoch: [85][2201/2490] Time 0.189 ( 0.200) Data 0.000 ( 0.000) Pixel loss 0.000163 (0.000195) Content loss 0.173179 (0.229146) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.718) D(SR) 0.000 ( 0.000)
|
|
Epoch: [85][2301/2490] Time 0.200 ( 0.200) Data 0.000 ( 0.000) Pixel loss 0.000279 (0.000195) Content loss 0.298767 (0.228994) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.715) D(SR) 0.000 ( 0.000)
|
|
Epoch: [85][2401/2490] Time 0.200 ( 0.199) Data 0.000 ( 0.000) Pixel loss 0.000231 (0.000196) Content loss 0.244828 (0.229072) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.716) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.145 ( 0.145) PSNR 32.30 (32.30) SSIM 0.9666 (0.9666)
|
|
Test: [2/5] Time 0.305 ( 0.225) PSNR 41.61 (36.95) SSIM 0.9784 (0.9725)
|
|
Test: [3/5] Time 0.201 ( 0.217) PSNR 41.86 (38.59) SSIM 0.9799 (0.9750)
|
|
Test: [4/5] Time 0.292 ( 0.236) PSNR 39.96 (38.93) SSIM 0.9619 (0.9717)
|
|
Test: [5/5] Time 0.132 ( 0.215) PSNR 31.91 (37.53) SSIM 0.9606 (0.9695)
|
|
* Time 0.22 PSNR 37.53 SSIM 0.97
|
|
|
|
|
|
Epoch: [86][ 1/2490] Time 0.294 ( 0.294) Data 0.000 ( 0.000) Pixel loss 0.000124 (0.000124) Content loss 0.236967 (0.236967) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [86][ 101/2490] Time 0.190 ( 0.195) Data 0.000 ( 0.000) Pixel loss 0.000208 (0.000188) Content loss 0.273945 (0.228614) Adversarial loss 0.000000 (0.000000) D(HR) 0.002 ( 0.718) D(SR) 0.000 ( 0.000)
|
|
Epoch: [86][ 201/2490] Time 0.190 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000175 (0.000190) Content loss 0.248181 (0.228258) Adversarial loss 0.000000 (0.000000) D(HR) 0.077 ( 0.692) D(SR) 0.000 ( 0.000)
|
|
Epoch: [86][ 301/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000222 (0.000191) Content loss 0.214495 (0.227303) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.714) D(SR) 0.000 ( 0.000)
|
|
Epoch: [86][ 401/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000156 (0.000191) Content loss 0.219287 (0.227688) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.700) D(SR) 0.000 ( 0.000)
|
|
Epoch: [86][ 501/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000147 (0.000195) Content loss 0.223554 (0.228165) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.711) D(SR) 0.000 ( 0.000)
|
|
Epoch: [86][ 601/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000185 (0.000195) Content loss 0.207275 (0.228384) Adversarial loss 0.000000 (0.000000) D(HR) 0.999 ( 0.722) D(SR) 0.000 ( 0.000)
|
|
Epoch: [86][ 701/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000184 (0.000195) Content loss 0.239093 (0.228337) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.717) D(SR) 0.000 ( 0.000)
|
|
Epoch: [86][ 801/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000287 (0.000196) Content loss 0.305266 (0.228761) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.722) D(SR) 0.000 ( 0.000)
|
|
Epoch: [86][ 901/2490] Time 0.185 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000180 (0.000195) Content loss 0.239747 (0.228745) Adversarial loss 0.000000 (0.000000) D(HR) 0.102 ( 0.717) D(SR) 0.000 ( 0.000)
|
|
Epoch: [86][1001/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000192 (0.000195) Content loss 0.247254 (0.228337) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.718) D(SR) 0.000 ( 0.000)
|
|
Epoch: [86][1101/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000266 (0.000196) Content loss 0.248971 (0.228764) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.722) D(SR) 0.000 ( 0.000)
|
|
Epoch: [86][1201/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000280 (0.000197) Content loss 0.281596 (0.228662) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.721) D(SR) 0.000 ( 0.000)
|
|
Epoch: [86][1301/2490] Time 0.189 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000175 (0.000197) Content loss 0.209494 (0.228593) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.720) D(SR) 0.000 ( 0.000)
|
|
Epoch: [86][1401/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000184 (0.000198) Content loss 0.226332 (0.228741) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.720) D(SR) 0.000 ( 0.000)
|
|
Epoch: [86][1501/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000219 (0.000198) Content loss 0.269289 (0.228947) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.720) D(SR) 0.000 ( 0.000)
|
|
Epoch: [86][1601/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000165 (0.000198) Content loss 0.277109 (0.228946) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.715) D(SR) 0.000 ( 0.000)
|
|
Epoch: [86][1701/2490] Time 0.184 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000156 (0.000198) Content loss 0.190166 (0.228942) Adversarial loss 0.000000 (0.000000) D(HR) 0.011 ( 0.711) D(SR) 0.000 ( 0.000)
|
|
Epoch: [86][1801/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000262 (0.000198) Content loss 0.290854 (0.229276) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.710) D(SR) 0.000 ( 0.000)
|
|
Epoch: [86][1901/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000234 (0.000197) Content loss 0.266656 (0.228811) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.703) D(SR) 0.000 ( 0.000)
|
|
Epoch: [86][2001/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000237 (0.000197) Content loss 0.259318 (0.228615) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.705) D(SR) 0.000 ( 0.000)
|
|
Epoch: [86][2101/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000201 (0.000196) Content loss 0.231311 (0.228542) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.707) D(SR) 0.000 ( 0.000)
|
|
Epoch: [86][2201/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000220 (0.000196) Content loss 0.248114 (0.228488) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.705) D(SR) 0.000 ( 0.000)
|
|
Epoch: [86][2301/2490] Time 0.195 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000141 (0.000196) Content loss 0.258010 (0.228292) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.706) D(SR) 0.000 ( 0.000)
|
|
Epoch: [86][2401/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000224 (0.000196) Content loss 0.266421 (0.228539) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.707) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.141 ( 0.141) PSNR 32.20 (32.20) SSIM 0.9660 (0.9660)
|
|
Test: [2/5] Time 0.245 ( 0.193) PSNR 41.73 (36.96) SSIM 0.9801 (0.9730)
|
|
Test: [3/5] Time 0.159 ( 0.181) PSNR 41.96 (38.63) SSIM 0.9812 (0.9758)
|
|
Test: [4/5] Time 0.246 ( 0.197) PSNR 39.39 (38.82) SSIM 0.9632 (0.9726)
|
|
Test: [5/5] Time 0.132 ( 0.184) PSNR 31.67 (37.39) SSIM 0.9591 (0.9699)
|
|
* Time 0.18 PSNR 37.39 SSIM 0.97
|
|
|
|
|
|
Epoch: [87][ 1/2490] Time 0.289 ( 0.289) Data 0.000 ( 0.000) Pixel loss 0.000194 (0.000194) Content loss 0.220967 (0.220967) Adversarial loss 0.000000 (0.000000) D(HR) 0.002 ( 0.002) D(SR) 0.000 ( 0.000)
|
|
Epoch: [87][ 101/2490] Time 0.186 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000202 (0.000191) Content loss 0.236502 (0.226135) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.703) D(SR) 0.000 ( 0.000)
|
|
Epoch: [87][ 201/2490] Time 0.193 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000309 (0.000191) Content loss 0.256955 (0.228222) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.697) D(SR) 0.000 ( 0.000)
|
|
Epoch: [87][ 301/2490] Time 0.184 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000237 (0.000192) Content loss 0.244893 (0.228168) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.711) D(SR) 0.000 ( 0.000)
|
|
Epoch: [87][ 401/2490] Time 0.190 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000179 (0.000191) Content loss 0.184533 (0.228254) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.718) D(SR) 0.000 ( 0.000)
|
|
Epoch: [87][ 501/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000236 (0.000192) Content loss 0.295845 (0.228975) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.719) D(SR) 0.000 ( 0.000)
|
|
Epoch: [87][ 601/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000196 (0.000192) Content loss 0.215133 (0.229330) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.720) D(SR) 0.000 ( 0.000)
|
|
Epoch: [87][ 701/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000147 (0.000192) Content loss 0.194066 (0.229010) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.721) D(SR) 0.000 ( 0.000)
|
|
Epoch: [87][ 801/2490] Time 0.189 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000206 (0.000192) Content loss 0.223881 (0.228968) Adversarial loss 0.000000 (0.000000) D(HR) 0.927 ( 0.718) D(SR) 0.000 ( 0.000)
|
|
Epoch: [87][ 901/2490] Time 0.188 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000144 (0.000192) Content loss 0.147177 (0.229343) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.721) D(SR) 0.000 ( 0.000)
|
|
Epoch: [87][1001/2490] Time 0.184 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000176 (0.000191) Content loss 0.252578 (0.228430) Adversarial loss 0.000000 (0.000000) D(HR) 0.597 ( 0.719) D(SR) 0.000 ( 0.000)
|
|
Epoch: [87][1101/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000154 (0.000190) Content loss 0.186946 (0.228407) Adversarial loss 0.000000 (0.000000) D(HR) 0.001 ( 0.719) D(SR) 0.000 ( 0.000)
|
|
Epoch: [87][1201/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000290 (0.000189) Content loss 0.317734 (0.227941) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.717) D(SR) 0.000 ( 0.000)
|
|
Epoch: [87][1301/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000149 (0.000189) Content loss 0.191929 (0.228642) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.714) D(SR) 0.000 ( 0.000)
|
|
Epoch: [87][1401/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000193 (0.000188) Content loss 0.211404 (0.228222) Adversarial loss 0.000000 (0.000000) D(HR) 0.576 ( 0.710) D(SR) 0.000 ( 0.000)
|
|
Epoch: [87][1501/2490] Time 0.184 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000113 (0.000189) Content loss 0.146408 (0.228250) Adversarial loss 0.000000 (0.000000) D(HR) 0.098 ( 0.711) D(SR) 0.000 ( 0.000)
|
|
Epoch: [87][1601/2490] Time 0.185 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000214 (0.000189) Content loss 0.239871 (0.228239) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.709) D(SR) 0.000 ( 0.000)
|
|
Epoch: [87][1701/2490] Time 0.193 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000170 (0.000189) Content loss 0.212405 (0.227998) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.705) D(SR) 0.000 ( 0.000)
|
|
Epoch: [87][1801/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000134 (0.000189) Content loss 0.210654 (0.228013) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.702) D(SR) 0.000 ( 0.000)
|
|
Epoch: [87][1901/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000154 (0.000189) Content loss 0.170983 (0.228198) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.706) D(SR) 0.000 ( 0.000)
|
|
Epoch: [87][2001/2490] Time 0.184 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000184 (0.000189) Content loss 0.210626 (0.228354) Adversarial loss 0.000000 (0.000000) D(HR) 0.015 ( 0.709) D(SR) 0.000 ( 0.000)
|
|
Epoch: [87][2101/2490] Time 0.188 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000248 (0.000189) Content loss 0.253526 (0.228406) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.709) D(SR) 0.000 ( 0.000)
|
|
Epoch: [87][2201/2490] Time 0.194 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000178 (0.000189) Content loss 0.188886 (0.228525) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.711) D(SR) 0.000 ( 0.000)
|
|
Epoch: [87][2301/2490] Time 0.188 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000137 (0.000189) Content loss 0.237850 (0.228674) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.711) D(SR) 0.000 ( 0.000)
|
|
Epoch: [87][2401/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000165 (0.000189) Content loss 0.241734 (0.228602) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.710) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.140 ( 0.140) PSNR 33.86 (33.86) SSIM 0.9649 (0.9649)
|
|
Test: [2/5] Time 0.221 ( 0.180) PSNR 41.61 (37.74) SSIM 0.9796 (0.9722)
|
|
Test: [3/5] Time 0.133 ( 0.165) PSNR 41.79 (39.09) SSIM 0.9806 (0.9750)
|
|
Test: [4/5] Time 0.229 ( 0.181) PSNR 40.62 (39.47) SSIM 0.9619 (0.9718)
|
|
Test: [5/5] Time 0.132 ( 0.171) PSNR 33.17 (38.21) SSIM 0.9573 (0.9689)
|
|
* Time 0.17 PSNR 38.21 SSIM 0.97
|
|
|
|
|
|
Epoch: [88][ 1/2490] Time 0.283 ( 0.283) Data 0.000 ( 0.000) Pixel loss 0.000191 (0.000191) Content loss 0.226636 (0.226636) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [88][ 101/2490] Time 0.190 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000142 (0.000189) Content loss 0.192533 (0.228419) Adversarial loss 0.000000 (0.000000) D(HR) 0.007 ( 0.692) D(SR) 0.000 ( 0.000)
|
|
Epoch: [88][ 201/2490] Time 0.187 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000195 (0.000191) Content loss 0.257503 (0.229475) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.723) D(SR) 0.000 ( 0.000)
|
|
Epoch: [88][ 301/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000190 (0.000192) Content loss 0.222431 (0.229146) Adversarial loss 0.000000 (0.000000) D(HR) 0.015 ( 0.736) D(SR) 0.000 ( 0.000)
|
|
Epoch: [88][ 401/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000176 (0.000192) Content loss 0.228494 (0.228295) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.714) D(SR) 0.000 ( 0.000)
|
|
Epoch: [88][ 501/2490] Time 0.193 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000159 (0.000193) Content loss 0.237496 (0.228214) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.720) D(SR) 0.000 ( 0.000)
|
|
Epoch: [88][ 601/2490] Time 0.194 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000193 (0.000194) Content loss 0.172477 (0.228688) Adversarial loss 0.000000 (0.000000) D(HR) 0.003 ( 0.725) D(SR) 0.000 ( 0.000)
|
|
Epoch: [88][ 701/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000201 (0.000194) Content loss 0.233841 (0.228459) Adversarial loss 0.000000 (0.000000) D(HR) 0.995 ( 0.727) D(SR) 0.000 ( 0.000)
|
|
Epoch: [88][ 801/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000233 (0.000193) Content loss 0.240583 (0.228949) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.731) D(SR) 0.000 ( 0.000)
|
|
Epoch: [88][ 901/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000215 (0.000195) Content loss 0.200489 (0.228900) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.727) D(SR) 0.000 ( 0.000)
|
|
Epoch: [88][1001/2490] Time 0.189 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000116 (0.000195) Content loss 0.182910 (0.228974) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.726) D(SR) 0.000 ( 0.000)
|
|
Epoch: [88][1101/2490] Time 0.193 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000146 (0.000195) Content loss 0.185416 (0.228814) Adversarial loss 0.000000 (0.000000) D(HR) 0.997 ( 0.725) D(SR) 0.000 ( 0.000)
|
|
Epoch: [88][1201/2490] Time 0.199 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000147 (0.000194) Content loss 0.174509 (0.228567) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.729) D(SR) 0.000 ( 0.000)
|
|
Epoch: [88][1301/2490] Time 0.185 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000206 (0.000194) Content loss 0.258134 (0.228571) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.729) D(SR) 0.000 ( 0.000)
|
|
Epoch: [88][1401/2490] Time 0.185 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000174 (0.000194) Content loss 0.211743 (0.228778) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.730) D(SR) 0.000 ( 0.000)
|
|
Epoch: [88][1501/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000173 (0.000193) Content loss 0.246690 (0.228535) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.729) D(SR) 0.000 ( 0.000)
|
|
Epoch: [88][1601/2490] Time 0.195 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000212 (0.000192) Content loss 0.270030 (0.228130) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.726) D(SR) 0.000 ( 0.000)
|
|
Epoch: [88][1701/2490] Time 0.187 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000198 (0.000193) Content loss 0.270888 (0.228275) Adversarial loss 0.000000 (0.000000) D(HR) 0.995 ( 0.723) D(SR) 0.000 ( 0.000)
|
|
Epoch: [88][1801/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000140 (0.000192) Content loss 0.221584 (0.228121) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.719) D(SR) 0.000 ( 0.000)
|
|
Epoch: [88][1901/2490] Time 0.193 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000160 (0.000192) Content loss 0.166624 (0.228175) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.721) D(SR) 0.000 ( 0.000)
|
|
Epoch: [88][2001/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000155 (0.000193) Content loss 0.169857 (0.228326) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.722) D(SR) 0.000 ( 0.000)
|
|
Epoch: [88][2101/2490] Time 0.194 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000153 (0.000193) Content loss 0.247787 (0.228589) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.725) D(SR) 0.000 ( 0.000)
|
|
Epoch: [88][2201/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000192 (0.000193) Content loss 0.240374 (0.228773) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.723) D(SR) 0.000 ( 0.000)
|
|
Epoch: [88][2301/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000173 (0.000193) Content loss 0.226180 (0.228598) Adversarial loss 0.000000 (0.000000) D(HR) 0.113 ( 0.719) D(SR) 0.000 ( 0.000)
|
|
Epoch: [88][2401/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000224 (0.000193) Content loss 0.216750 (0.228587) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.718) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.141 ( 0.141) PSNR 32.62 (32.62) SSIM 0.9665 (0.9665)
|
|
Test: [2/5] Time 0.305 ( 0.223) PSNR 41.85 (37.23) SSIM 0.9793 (0.9729)
|
|
Test: [3/5] Time 0.192 ( 0.213) PSNR 42.14 (38.87) SSIM 0.9806 (0.9755)
|
|
Test: [4/5] Time 0.295 ( 0.233) PSNR 39.91 (39.13) SSIM 0.9629 (0.9723)
|
|
Test: [5/5] Time 0.132 ( 0.213) PSNR 31.97 (37.70) SSIM 0.9595 (0.9698)
|
|
* Time 0.21 PSNR 37.70 SSIM 0.97
|
|
|
|
|
|
Epoch: [89][ 1/2490] Time 0.249 ( 0.249) Data 0.000 ( 0.000) Pixel loss 0.000218 (0.000218) Content loss 0.236470 (0.236470) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [89][ 101/2490] Time 0.190 ( 0.198) Data 0.000 ( 0.000) Pixel loss 0.000206 (0.000181) Content loss 0.301089 (0.230274) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.726) D(SR) 0.000 ( 0.000)
|
|
Epoch: [89][ 201/2490] Time 0.190 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000227 (0.000186) Content loss 0.282452 (0.229161) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.730) D(SR) 0.000 ( 0.000)
|
|
Epoch: [89][ 301/2490] Time 0.190 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000244 (0.000187) Content loss 0.271821 (0.229896) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.732) D(SR) 0.000 ( 0.000)
|
|
Epoch: [89][ 401/2490] Time 0.184 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000156 (0.000186) Content loss 0.186120 (0.228765) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.711) D(SR) 0.000 ( 0.000)
|
|
Epoch: [89][ 501/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000210 (0.000189) Content loss 0.218109 (0.228426) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.717) D(SR) 0.000 ( 0.000)
|
|
Epoch: [89][ 601/2490] Time 0.188 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000109 (0.000189) Content loss 0.158361 (0.228130) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.711) D(SR) 0.000 ( 0.000)
|
|
Epoch: [89][ 701/2490] Time 0.194 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000153 (0.000190) Content loss 0.209352 (0.228497) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.717) D(SR) 0.000 ( 0.000)
|
|
Epoch: [89][ 801/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000192 (0.000190) Content loss 0.201682 (0.228687) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.712) D(SR) 0.000 ( 0.000)
|
|
Epoch: [89][ 901/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000196 (0.000189) Content loss 0.189170 (0.228224) Adversarial loss 0.000000 (0.000000) D(HR) 0.992 ( 0.713) D(SR) 0.000 ( 0.000)
|
|
Epoch: [89][1001/2490] Time 0.184 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000236 (0.000190) Content loss 0.240170 (0.229209) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.721) D(SR) 0.000 ( 0.000)
|
|
Epoch: [89][1101/2490] Time 0.194 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000246 (0.000190) Content loss 0.295051 (0.229404) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.720) D(SR) 0.000 ( 0.000)
|
|
Epoch: [89][1201/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000150 (0.000190) Content loss 0.186206 (0.229444) Adversarial loss 0.000000 (0.000000) D(HR) 0.861 ( 0.719) D(SR) 0.000 ( 0.000)
|
|
Epoch: [89][1301/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000252 (0.000191) Content loss 0.259640 (0.229613) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.718) D(SR) 0.000 ( 0.000)
|
|
Epoch: [89][1401/2490] Time 0.184 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000154 (0.000190) Content loss 0.249792 (0.229019) Adversarial loss 0.000000 (0.000000) D(HR) 0.953 ( 0.716) D(SR) 0.000 ( 0.000)
|
|
Epoch: [89][1501/2490] Time 0.187 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000181 (0.000190) Content loss 0.239008 (0.228946) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.720) D(SR) 0.000 ( 0.000)
|
|
Epoch: [89][1601/2490] Time 0.193 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000220 (0.000189) Content loss 0.301386 (0.228750) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.713) D(SR) 0.000 ( 0.000)
|
|
Epoch: [89][1701/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000250 (0.000189) Content loss 0.234026 (0.228947) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.717) D(SR) 0.000 ( 0.000)
|
|
Epoch: [89][1801/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000161 (0.000189) Content loss 0.237160 (0.228628) Adversarial loss 0.000000 (0.000000) D(HR) 0.968 ( 0.715) D(SR) 0.000 ( 0.000)
|
|
Epoch: [89][1901/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000137 (0.000189) Content loss 0.155749 (0.228546) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.715) D(SR) 0.000 ( 0.000)
|
|
Epoch: [89][2001/2490] Time 0.188 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000182 (0.000190) Content loss 0.255161 (0.228616) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.717) D(SR) 0.000 ( 0.000)
|
|
Epoch: [89][2101/2490] Time 0.194 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000190 (0.000190) Content loss 0.267605 (0.228940) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.717) D(SR) 0.000 ( 0.000)
|
|
Epoch: [89][2201/2490] Time 0.185 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000276 (0.000190) Content loss 0.260109 (0.228861) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.716) D(SR) 0.000 ( 0.000)
|
|
Epoch: [89][2301/2490] Time 0.184 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000213 (0.000190) Content loss 0.288226 (0.228895) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.711) D(SR) 0.000 ( 0.000)
|
|
Epoch: [89][2401/2490] Time 0.188 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000151 (0.000190) Content loss 0.198978 (0.229019) Adversarial loss 0.000000 (0.000000) D(HR) 0.757 ( 0.710) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.140 ( 0.140) PSNR 32.93 (32.93) SSIM 0.9656 (0.9656)
|
|
Test: [2/5] Time 0.241 ( 0.190) PSNR 41.05 (36.99) SSIM 0.9758 (0.9707)
|
|
Test: [3/5] Time 0.163 ( 0.181) PSNR 41.11 (38.36) SSIM 0.9774 (0.9729)
|
|
Test: [4/5] Time 0.252 ( 0.199) PSNR 41.13 (39.05) SSIM 0.9619 (0.9702)
|
|
Test: [5/5] Time 0.132 ( 0.185) PSNR 32.28 (37.70) SSIM 0.9583 (0.9678)
|
|
* Time 0.19 PSNR 37.70 SSIM 0.97
|
|
|
|
|
|
Epoch: [90][ 1/2490] Time 0.255 ( 0.255) Data 0.000 ( 0.000) Pixel loss 0.000124 (0.000124) Content loss 0.190116 (0.190116) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [90][ 101/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000132 (0.000189) Content loss 0.139851 (0.225119) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.717) D(SR) 0.000 ( 0.000)
|
|
Epoch: [90][ 201/2490] Time 0.193 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000182 (0.000188) Content loss 0.208801 (0.226819) Adversarial loss 0.000000 (0.000000) D(HR) 0.380 ( 0.682) D(SR) 0.000 ( 0.000)
|
|
Epoch: [90][ 301/2490] Time 0.185 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000170 (0.000191) Content loss 0.189873 (0.227656) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.699) D(SR) 0.000 ( 0.000)
|
|
Epoch: [90][ 401/2490] Time 0.189 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000208 (0.000191) Content loss 0.208585 (0.229551) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.718) D(SR) 0.000 ( 0.000)
|
|
Epoch: [90][ 501/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000164 (0.000190) Content loss 0.270508 (0.228668) Adversarial loss 0.000000 (0.000000) D(HR) 0.035 ( 0.713) D(SR) 0.000 ( 0.000)
|
|
Epoch: [90][ 601/2490] Time 0.195 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000325 (0.000188) Content loss 0.241562 (0.228340) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.702) D(SR) 0.000 ( 0.000)
|
|
Epoch: [90][ 701/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000240 (0.000189) Content loss 0.229658 (0.228061) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.707) D(SR) 0.000 ( 0.000)
|
|
Epoch: [90][ 801/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000170 (0.000188) Content loss 0.204121 (0.227805) Adversarial loss 0.000000 (0.000000) D(HR) 0.978 ( 0.700) D(SR) 0.000 ( 0.000)
|
|
Epoch: [90][ 901/2490] Time 0.189 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000225 (0.000190) Content loss 0.208523 (0.228411) Adversarial loss 0.000000 (0.000000) D(HR) 0.688 ( 0.703) D(SR) 0.000 ( 0.000)
|
|
Epoch: [90][1001/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000222 (0.000190) Content loss 0.224558 (0.228407) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.709) D(SR) 0.000 ( 0.000)
|
|
Epoch: [90][1101/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000155 (0.000191) Content loss 0.172921 (0.228383) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.705) D(SR) 0.000 ( 0.000)
|
|
Epoch: [90][1201/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000253 (0.000191) Content loss 0.291193 (0.228454) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.704) D(SR) 0.000 ( 0.000)
|
|
Epoch: [90][1301/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000121 (0.000191) Content loss 0.152932 (0.228444) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.699) D(SR) 0.000 ( 0.000)
|
|
Epoch: [90][1401/2490] Time 0.185 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000169 (0.000191) Content loss 0.194266 (0.228179) Adversarial loss 0.000000 (0.000000) D(HR) 0.123 ( 0.701) D(SR) 0.000 ( 0.000)
|
|
Epoch: [90][1501/2490] Time 0.194 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000218 (0.000191) Content loss 0.256677 (0.228489) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.703) D(SR) 0.000 ( 0.000)
|
|
Epoch: [90][1601/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000208 (0.000191) Content loss 0.241050 (0.228580) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.705) D(SR) 0.000 ( 0.000)
|
|
Epoch: [90][1701/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000272 (0.000192) Content loss 0.300418 (0.228909) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.711) D(SR) 0.000 ( 0.000)
|
|
Epoch: [90][1801/2490] Time 0.239 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000198 (0.000192) Content loss 0.190034 (0.228809) Adversarial loss 0.000000 (0.000000) D(HR) 0.008 ( 0.707) D(SR) 0.000 ( 0.000)
|
|
Epoch: [90][1901/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000245 (0.000192) Content loss 0.236794 (0.228836) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.709) D(SR) 0.000 ( 0.000)
|
|
Epoch: [90][2001/2490] Time 0.195 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000190 (0.000191) Content loss 0.211110 (0.228862) Adversarial loss 0.000000 (0.000000) D(HR) 0.417 ( 0.705) D(SR) 0.000 ( 0.000)
|
|
Epoch: [90][2101/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000240 (0.000191) Content loss 0.276316 (0.228867) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.705) D(SR) 0.000 ( 0.000)
|
|
Epoch: [90][2201/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000155 (0.000191) Content loss 0.187291 (0.229078) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.705) D(SR) 0.000 ( 0.000)
|
|
Epoch: [90][2301/2490] Time 0.189 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000176 (0.000191) Content loss 0.230507 (0.229148) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.703) D(SR) 0.000 ( 0.000)
|
|
Epoch: [90][2401/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000223 (0.000191) Content loss 0.308160 (0.229232) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.704) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.141 ( 0.141) PSNR 31.52 (31.52) SSIM 0.9646 (0.9646)
|
|
Test: [2/5] Time 0.252 ( 0.196) PSNR 40.83 (36.18) SSIM 0.9783 (0.9714)
|
|
Test: [3/5] Time 0.147 ( 0.180) PSNR 41.02 (37.79) SSIM 0.9795 (0.9741)
|
|
Test: [4/5] Time 0.242 ( 0.195) PSNR 39.65 (38.26) SSIM 0.9628 (0.9713)
|
|
Test: [5/5] Time 0.132 ( 0.183) PSNR 30.77 (36.76) SSIM 0.9565 (0.9683)
|
|
* Time 0.18 PSNR 36.76 SSIM 0.97
|
|
|
|
|
|
Epoch: [91][ 1/2490] Time 0.292 ( 0.292) Data 0.000 ( 0.000) Pixel loss 0.000208 (0.000208) Content loss 0.225023 (0.225023) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [91][ 101/2490] Time 0.185 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000200 (0.000194) Content loss 0.258605 (0.228672) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.694) D(SR) 0.000 ( 0.000)
|
|
Epoch: [91][ 201/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000180 (0.000192) Content loss 0.240306 (0.228910) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.736) D(SR) 0.000 ( 0.000)
|
|
Epoch: [91][ 301/2490] Time 0.185 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000176 (0.000193) Content loss 0.226800 (0.229143) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.745) D(SR) 0.000 ( 0.000)
|
|
Epoch: [91][ 401/2490] Time 0.195 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000229 (0.000193) Content loss 0.227817 (0.230159) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.745) D(SR) 0.000 ( 0.000)
|
|
Epoch: [91][ 501/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000233 (0.000192) Content loss 0.245145 (0.229533) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.734) D(SR) 0.000 ( 0.000)
|
|
Epoch: [91][ 601/2490] Time 0.193 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000243 (0.000192) Content loss 0.266567 (0.230230) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.734) D(SR) 0.000 ( 0.000)
|
|
Epoch: [91][ 701/2490] Time 0.185 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000197 (0.000192) Content loss 0.239735 (0.230600) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.741) D(SR) 0.000 ( 0.000)
|
|
Epoch: [91][ 801/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000290 (0.000193) Content loss 0.277390 (0.230474) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.737) D(SR) 0.000 ( 0.000)
|
|
Epoch: [91][ 901/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000209 (0.000192) Content loss 0.228322 (0.229718) Adversarial loss 0.000000 (0.000000) D(HR) 0.022 ( 0.739) D(SR) 0.000 ( 0.000)
|
|
Epoch: [91][1001/2490] Time 0.193 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000217 (0.000192) Content loss 0.241573 (0.230154) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.740) D(SR) 0.000 ( 0.000)
|
|
Epoch: [91][1101/2490] Time 0.185 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000139 (0.000193) Content loss 0.205669 (0.229941) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.735) D(SR) 0.000 ( 0.000)
|
|
Epoch: [91][1201/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000243 (0.000193) Content loss 0.221974 (0.229970) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.736) D(SR) 0.000 ( 0.000)
|
|
Epoch: [91][1301/2490] Time 0.184 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000132 (0.000194) Content loss 0.190548 (0.229802) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.731) D(SR) 0.000 ( 0.000)
|
|
Epoch: [91][1401/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000219 (0.000194) Content loss 0.249296 (0.229966) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.728) D(SR) 0.000 ( 0.000)
|
|
Epoch: [91][1501/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000136 (0.000194) Content loss 0.207223 (0.229733) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.728) D(SR) 0.000 ( 0.000)
|
|
Epoch: [91][1601/2490] Time 0.193 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000211 (0.000193) Content loss 0.249560 (0.229490) Adversarial loss 0.000000 (0.000000) D(HR) 0.073 ( 0.725) D(SR) 0.000 ( 0.000)
|
|
Epoch: [91][1701/2490] Time 0.193 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000195 (0.000193) Content loss 0.259085 (0.229489) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.725) D(SR) 0.000 ( 0.000)
|
|
Epoch: [91][1801/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000169 (0.000192) Content loss 0.208457 (0.229417) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.721) D(SR) 0.000 ( 0.000)
|
|
Epoch: [91][1901/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000265 (0.000192) Content loss 0.236033 (0.229015) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.720) D(SR) 0.000 ( 0.000)
|
|
Epoch: [91][2001/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000158 (0.000192) Content loss 0.175385 (0.229018) Adversarial loss 0.000000 (0.000000) D(HR) 0.984 ( 0.724) D(SR) 0.000 ( 0.000)
|
|
Epoch: [91][2101/2490] Time 0.194 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000128 (0.000192) Content loss 0.187168 (0.229174) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.725) D(SR) 0.000 ( 0.000)
|
|
Epoch: [91][2201/2490] Time 0.193 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000166 (0.000192) Content loss 0.277523 (0.229012) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.728) D(SR) 0.000 ( 0.000)
|
|
Epoch: [91][2301/2490] Time 0.196 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000203 (0.000192) Content loss 0.248063 (0.228811) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.728) D(SR) 0.000 ( 0.000)
|
|
Epoch: [91][2401/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000145 (0.000192) Content loss 0.201087 (0.228940) Adversarial loss 0.000000 (0.000000) D(HR) 0.995 ( 0.729) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.141 ( 0.141) PSNR 31.02 (31.02) SSIM 0.9643 (0.9643)
|
|
Test: [2/5] Time 0.247 ( 0.194) PSNR 40.67 (35.84) SSIM 0.9792 (0.9718)
|
|
Test: [3/5] Time 0.155 ( 0.181) PSNR 40.65 (37.44) SSIM 0.9805 (0.9747)
|
|
Test: [4/5] Time 0.254 ( 0.199) PSNR 39.72 (38.01) SSIM 0.9632 (0.9718)
|
|
Test: [5/5] Time 0.133 ( 0.186) PSNR 30.09 (36.43) SSIM 0.9560 (0.9686)
|
|
* Time 0.19 PSNR 36.43 SSIM 0.97
|
|
|
|
|
|
Epoch: [92][ 1/2490] Time 0.300 ( 0.300) Data 0.000 ( 0.000) Pixel loss 0.000192 (0.000192) Content loss 0.232624 (0.232624) Adversarial loss 0.000000 (0.000000) D(HR) 0.009 ( 0.009) D(SR) 0.000 ( 0.000)
|
|
Epoch: [92][ 101/2490] Time 0.189 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000226 (0.000183) Content loss 0.242441 (0.226342) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.719) D(SR) 0.000 ( 0.000)
|
|
Epoch: [92][ 201/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000206 (0.000187) Content loss 0.163796 (0.228894) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.734) D(SR) 0.000 ( 0.000)
|
|
Epoch: [92][ 301/2490] Time 0.190 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000218 (0.000188) Content loss 0.239218 (0.230775) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.724) D(SR) 0.000 ( 0.000)
|
|
Epoch: [92][ 401/2490] Time 0.190 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000214 (0.000187) Content loss 0.250486 (0.230513) Adversarial loss 0.000000 (0.000000) D(HR) 0.997 ( 0.720) D(SR) 0.000 ( 0.000)
|
|
Epoch: [92][ 501/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000191 (0.000190) Content loss 0.244004 (0.230558) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.722) D(SR) 0.000 ( 0.000)
|
|
Epoch: [92][ 601/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000276 (0.000191) Content loss 0.219147 (0.231241) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.720) D(SR) 0.000 ( 0.000)
|
|
Epoch: [92][ 701/2490] Time 0.194 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000145 (0.000193) Content loss 0.249593 (0.231110) Adversarial loss 0.000000 (0.000000) D(HR) 0.576 ( 0.719) D(SR) 0.000 ( 0.000)
|
|
Epoch: [92][ 801/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000221 (0.000194) Content loss 0.288165 (0.231220) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.723) D(SR) 0.000 ( 0.000)
|
|
Epoch: [92][ 901/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000190 (0.000193) Content loss 0.209125 (0.230465) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.720) D(SR) 0.000 ( 0.000)
|
|
Epoch: [92][1001/2490] Time 0.185 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000156 (0.000193) Content loss 0.227544 (0.230531) Adversarial loss 0.000000 (0.000000) D(HR) 0.812 ( 0.720) D(SR) 0.000 ( 0.000)
|
|
Epoch: [92][1101/2490] Time 0.194 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000119 (0.000194) Content loss 0.230332 (0.230800) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.724) D(SR) 0.000 ( 0.000)
|
|
Epoch: [92][1201/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000236 (0.000194) Content loss 0.242662 (0.230079) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.724) D(SR) 0.000 ( 0.000)
|
|
Epoch: [92][1301/2490] Time 0.185 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000167 (0.000195) Content loss 0.193947 (0.229992) Adversarial loss 0.000000 (0.000000) D(HR) 0.006 ( 0.726) D(SR) 0.000 ( 0.000)
|
|
Epoch: [92][1401/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000201 (0.000195) Content loss 0.197467 (0.229899) Adversarial loss 0.000000 (0.000000) D(HR) 0.613 ( 0.724) D(SR) 0.000 ( 0.000)
|
|
Epoch: [92][1501/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000188 (0.000195) Content loss 0.253047 (0.229848) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.725) D(SR) 0.000 ( 0.000)
|
|
Epoch: [92][1601/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000201 (0.000195) Content loss 0.192252 (0.229665) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.726) D(SR) 0.000 ( 0.000)
|
|
Epoch: [92][1701/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000222 (0.000195) Content loss 0.216948 (0.229545) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.725) D(SR) 0.000 ( 0.000)
|
|
Epoch: [92][1801/2490] Time 0.195 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000193 (0.000195) Content loss 0.262760 (0.229440) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.725) D(SR) 0.000 ( 0.000)
|
|
Epoch: [92][1901/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000226 (0.000194) Content loss 0.179260 (0.229019) Adversarial loss 0.000000 (0.000000) D(HR) 0.003 ( 0.721) D(SR) 0.000 ( 0.000)
|
|
Epoch: [92][2001/2490] Time 0.185 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000125 (0.000194) Content loss 0.169536 (0.228916) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.721) D(SR) 0.000 ( 0.000)
|
|
Epoch: [92][2101/2490] Time 0.185 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000186 (0.000194) Content loss 0.201203 (0.229163) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.721) D(SR) 0.000 ( 0.000)
|
|
Epoch: [92][2201/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000202 (0.000193) Content loss 0.241434 (0.228827) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.721) D(SR) 0.000 ( 0.000)
|
|
Epoch: [92][2301/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000189 (0.000193) Content loss 0.232671 (0.228765) Adversarial loss 0.000000 (0.000000) D(HR) 0.870 ( 0.722) D(SR) 0.000 ( 0.000)
|
|
Epoch: [92][2401/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000153 (0.000193) Content loss 0.199426 (0.228792) Adversarial loss 0.000000 (0.000000) D(HR) 0.281 ( 0.722) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.141 ( 0.141) PSNR 30.14 (30.14) SSIM 0.9632 (0.9632)
|
|
Test: [2/5] Time 0.265 ( 0.203) PSNR 41.73 (35.94) SSIM 0.9772 (0.9702)
|
|
Test: [3/5] Time 0.145 ( 0.183) PSNR 41.75 (37.88) SSIM 0.9784 (0.9729)
|
|
Test: [4/5] Time 0.249 ( 0.200) PSNR 38.29 (37.98) SSIM 0.9618 (0.9702)
|
|
Test: [5/5] Time 0.132 ( 0.186) PSNR 29.65 (36.31) SSIM 0.9562 (0.9674)
|
|
* Time 0.19 PSNR 36.31 SSIM 0.97
|
|
|
|
|
|
Epoch: [93][ 1/2490] Time 0.279 ( 0.279) Data 0.000 ( 0.000) Pixel loss 0.000231 (0.000231) Content loss 0.260161 (0.260161) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [93][ 101/2490] Time 0.193 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000196 (0.000194) Content loss 0.233402 (0.227269) Adversarial loss 0.000000 (0.000000) D(HR) 0.615 ( 0.677) D(SR) 0.000 ( 0.000)
|
|
Epoch: [93][ 201/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000236 (0.000189) Content loss 0.245487 (0.221882) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.643) D(SR) 0.000 ( 0.000)
|
|
Epoch: [93][ 301/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000159 (0.000186) Content loss 0.261510 (0.223971) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.686) D(SR) 0.000 ( 0.000)
|
|
Epoch: [93][ 401/2490] Time 0.184 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000289 (0.000192) Content loss 0.261689 (0.226244) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.696) D(SR) 0.000 ( 0.000)
|
|
Epoch: [93][ 501/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000205 (0.000192) Content loss 0.188373 (0.227369) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.702) D(SR) 0.000 ( 0.000)
|
|
Epoch: [93][ 601/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000192 (0.000192) Content loss 0.284757 (0.227980) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.701) D(SR) 0.000 ( 0.000)
|
|
Epoch: [93][ 701/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000214 (0.000192) Content loss 0.213168 (0.227402) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.704) D(SR) 0.000 ( 0.000)
|
|
Epoch: [93][ 801/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000173 (0.000192) Content loss 0.200042 (0.226659) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.710) D(SR) 0.000 ( 0.000)
|
|
Epoch: [93][ 901/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000162 (0.000192) Content loss 0.211544 (0.226623) Adversarial loss 0.000000 (0.000000) D(HR) 0.843 ( 0.716) D(SR) 0.000 ( 0.000)
|
|
Epoch: [93][1001/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000170 (0.000191) Content loss 0.250029 (0.226859) Adversarial loss 0.000000 (0.000000) D(HR) 0.958 ( 0.715) D(SR) 0.000 ( 0.000)
|
|
Epoch: [93][1101/2490] Time 0.195 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000156 (0.000191) Content loss 0.222031 (0.227139) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.708) D(SR) 0.000 ( 0.000)
|
|
Epoch: [93][1201/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000212 (0.000191) Content loss 0.270024 (0.227495) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.708) D(SR) 0.000 ( 0.000)
|
|
Epoch: [93][1301/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000145 (0.000190) Content loss 0.171316 (0.227103) Adversarial loss 0.000000 (0.000000) D(HR) 0.764 ( 0.701) D(SR) 0.000 ( 0.000)
|
|
Epoch: [93][1401/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000163 (0.000190) Content loss 0.182420 (0.227196) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.704) D(SR) 0.000 ( 0.000)
|
|
Epoch: [93][1501/2490] Time 0.185 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000124 (0.000189) Content loss 0.153926 (0.226928) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.703) D(SR) 0.000 ( 0.000)
|
|
Epoch: [93][1601/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000178 (0.000189) Content loss 0.252123 (0.227257) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.708) D(SR) 0.000 ( 0.000)
|
|
Epoch: [93][1701/2490] Time 0.196 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000217 (0.000189) Content loss 0.289174 (0.227595) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.706) D(SR) 0.000 ( 0.000)
|
|
Epoch: [93][1801/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000254 (0.000189) Content loss 0.321054 (0.227833) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.710) D(SR) 0.000 ( 0.000)
|
|
Epoch: [93][1901/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000253 (0.000190) Content loss 0.240652 (0.227940) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.713) D(SR) 0.000 ( 0.000)
|
|
Epoch: [93][2001/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000201 (0.000190) Content loss 0.232979 (0.227952) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.717) D(SR) 0.000 ( 0.000)
|
|
Epoch: [93][2101/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000143 (0.000190) Content loss 0.164097 (0.228295) Adversarial loss 0.000000 (0.000000) D(HR) 0.968 ( 0.716) D(SR) 0.000 ( 0.000)
|
|
Epoch: [93][2201/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000216 (0.000190) Content loss 0.240223 (0.228570) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.716) D(SR) 0.000 ( 0.000)
|
|
Epoch: [93][2301/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000175 (0.000190) Content loss 0.232697 (0.228534) Adversarial loss 0.000000 (0.000000) D(HR) 0.021 ( 0.718) D(SR) 0.000 ( 0.000)
|
|
Epoch: [93][2401/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000301 (0.000190) Content loss 0.279720 (0.228498) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.719) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.145 ( 0.145) PSNR 30.38 (30.38) SSIM 0.9666 (0.9666)
|
|
Test: [2/5] Time 0.252 ( 0.199) PSNR 40.49 (35.43) SSIM 0.9778 (0.9722)
|
|
Test: [3/5] Time 0.145 ( 0.181) PSNR 40.44 (37.10) SSIM 0.9791 (0.9745)
|
|
Test: [4/5] Time 0.236 ( 0.195) PSNR 38.28 (37.40) SSIM 0.9615 (0.9712)
|
|
Test: [5/5] Time 0.132 ( 0.182) PSNR 29.76 (35.87) SSIM 0.9600 (0.9690)
|
|
* Time 0.18 PSNR 35.87 SSIM 0.97
|
|
|
|
|
|
Epoch: [94][ 1/2490] Time 0.315 ( 0.315) Data 0.000 ( 0.000) Pixel loss 0.000232 (0.000232) Content loss 0.214270 (0.214270) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [94][ 101/2490] Time 0.190 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000190 (0.000208) Content loss 0.238847 (0.233677) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.730) D(SR) 0.000 ( 0.000)
|
|
Epoch: [94][ 201/2490] Time 0.202 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000103 (0.000201) Content loss 0.217899 (0.230800) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.700) D(SR) 0.000 ( 0.000)
|
|
Epoch: [94][ 301/2490] Time 0.184 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000256 (0.000203) Content loss 0.283621 (0.229001) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.704) D(SR) 0.000 ( 0.000)
|
|
Epoch: [94][ 401/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000191 (0.000198) Content loss 0.244552 (0.227423) Adversarial loss 0.000000 (0.000000) D(HR) 0.762 ( 0.687) D(SR) 0.000 ( 0.000)
|
|
Epoch: [94][ 501/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000294 (0.000197) Content loss 0.237263 (0.228061) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.693) D(SR) 0.000 ( 0.000)
|
|
Epoch: [94][ 601/2490] Time 0.193 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000194 (0.000196) Content loss 0.231318 (0.227489) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.693) D(SR) 0.000 ( 0.000)
|
|
Epoch: [94][ 701/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000128 (0.000195) Content loss 0.170442 (0.227378) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.693) D(SR) 0.000 ( 0.000)
|
|
Epoch: [94][ 801/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000248 (0.000196) Content loss 0.305405 (0.227805) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.699) D(SR) 0.000 ( 0.000)
|
|
Epoch: [94][ 901/2490] Time 0.188 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000217 (0.000196) Content loss 0.242314 (0.228705) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.708) D(SR) 0.000 ( 0.000)
|
|
Epoch: [94][1001/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000207 (0.000196) Content loss 0.205508 (0.229216) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.710) D(SR) 0.000 ( 0.000)
|
|
Epoch: [94][1101/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000206 (0.000196) Content loss 0.224658 (0.229141) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.714) D(SR) 0.000 ( 0.000)
|
|
Epoch: [94][1201/2490] Time 0.188 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000229 (0.000196) Content loss 0.247896 (0.229333) Adversarial loss 0.000000 (0.000000) D(HR) 0.991 ( 0.722) D(SR) 0.000 ( 0.000)
|
|
Epoch: [94][1301/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000142 (0.000196) Content loss 0.154603 (0.229782) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.729) D(SR) 0.000 ( 0.000)
|
|
Epoch: [94][1401/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000198 (0.000196) Content loss 0.231402 (0.230007) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.732) D(SR) 0.000 ( 0.000)
|
|
Epoch: [94][1501/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000187 (0.000195) Content loss 0.240723 (0.230202) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.732) D(SR) 0.000 ( 0.000)
|
|
Epoch: [94][1601/2490] Time 0.193 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000218 (0.000195) Content loss 0.235429 (0.229949) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.729) D(SR) 0.000 ( 0.000)
|
|
Epoch: [94][1701/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000206 (0.000194) Content loss 0.267470 (0.229626) Adversarial loss 0.000000 (0.000000) D(HR) 0.997 ( 0.729) D(SR) 0.000 ( 0.000)
|
|
Epoch: [94][1801/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000214 (0.000194) Content loss 0.238417 (0.229614) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.727) D(SR) 0.000 ( 0.000)
|
|
Epoch: [94][1901/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000139 (0.000193) Content loss 0.189062 (0.229534) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.726) D(SR) 0.000 ( 0.000)
|
|
Epoch: [94][2001/2490] Time 0.185 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000199 (0.000193) Content loss 0.286053 (0.229233) Adversarial loss 0.000000 (0.000000) D(HR) 0.996 ( 0.724) D(SR) 0.000 ( 0.000)
|
|
Epoch: [94][2101/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000115 (0.000192) Content loss 0.211811 (0.229024) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.722) D(SR) 0.000 ( 0.000)
|
|
Epoch: [94][2201/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000200 (0.000193) Content loss 0.258693 (0.229095) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.722) D(SR) 0.000 ( 0.000)
|
|
Epoch: [94][2301/2490] Time 0.193 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000188 (0.000192) Content loss 0.187128 (0.229000) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.721) D(SR) 0.000 ( 0.000)
|
|
Epoch: [94][2401/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000209 (0.000192) Content loss 0.226113 (0.228929) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.719) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.140 ( 0.140) PSNR 31.61 (31.61) SSIM 0.9645 (0.9645)
|
|
Test: [2/5] Time 0.244 ( 0.192) PSNR 42.61 (37.11) SSIM 0.9787 (0.9716)
|
|
Test: [3/5] Time 0.152 ( 0.179) PSNR 42.50 (38.91) SSIM 0.9799 (0.9744)
|
|
Test: [4/5] Time 0.248 ( 0.196) PSNR 38.84 (38.89) SSIM 0.9611 (0.9711)
|
|
Test: [5/5] Time 0.132 ( 0.183) PSNR 30.99 (37.31) SSIM 0.9576 (0.9684)
|
|
* Time 0.18 PSNR 37.31 SSIM 0.97
|
|
|
|
|
|
Epoch: [95][ 1/2490] Time 0.254 ( 0.254) Data 0.000 ( 0.000) Pixel loss 0.000232 (0.000232) Content loss 0.263233 (0.263233) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [95][ 101/2490] Time 0.186 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000163 (0.000195) Content loss 0.207929 (0.229106) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.665) D(SR) 0.000 ( 0.000)
|
|
Epoch: [95][ 201/2490] Time 0.187 ( 0.189) Data 0.000 ( 0.000) Pixel loss 0.000226 (0.000197) Content loss 0.219250 (0.229374) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.692) D(SR) 0.000 ( 0.000)
|
|
Epoch: [95][ 301/2490] Time 0.193 ( 0.189) Data 0.000 ( 0.000) Pixel loss 0.000175 (0.000195) Content loss 0.180984 (0.228361) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.711) D(SR) 0.000 ( 0.000)
|
|
Epoch: [95][ 401/2490] Time 0.185 ( 0.190) Data 0.000 ( 0.000) Pixel loss 0.000193 (0.000194) Content loss 0.259552 (0.228825) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.710) D(SR) 0.000 ( 0.000)
|
|
Epoch: [95][ 501/2490] Time 0.191 ( 0.190) Data 0.000 ( 0.000) Pixel loss 0.000227 (0.000194) Content loss 0.281196 (0.228812) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.718) D(SR) 0.000 ( 0.000)
|
|
Epoch: [95][ 601/2490] Time 0.186 ( 0.190) Data 0.000 ( 0.000) Pixel loss 0.000182 (0.000192) Content loss 0.209070 (0.228154) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.714) D(SR) 0.000 ( 0.000)
|
|
Epoch: [95][ 701/2490] Time 0.185 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000141 (0.000191) Content loss 0.179348 (0.228387) Adversarial loss 0.000000 (0.000000) D(HR) 0.481 ( 0.736) D(SR) 0.000 ( 0.000)
|
|
Epoch: [95][ 801/2490] Time 0.193 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000156 (0.000189) Content loss 0.216201 (0.229492) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.738) D(SR) 0.000 ( 0.000)
|
|
Epoch: [95][ 901/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000185 (0.000189) Content loss 0.232712 (0.228955) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.738) D(SR) 0.000 ( 0.000)
|
|
Epoch: [95][1001/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000139 (0.000189) Content loss 0.180094 (0.228977) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.740) D(SR) 0.000 ( 0.000)
|
|
Epoch: [95][1101/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000135 (0.000189) Content loss 0.167419 (0.228438) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.736) D(SR) 0.000 ( 0.000)
|
|
Epoch: [95][1201/2490] Time 0.193 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000183 (0.000189) Content loss 0.202355 (0.227966) Adversarial loss 0.000000 (0.000000) D(HR) 0.995 ( 0.736) D(SR) 0.000 ( 0.000)
|
|
Epoch: [95][1301/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000163 (0.000189) Content loss 0.198212 (0.227777) Adversarial loss 0.000000 (0.000000) D(HR) 0.379 ( 0.736) D(SR) 0.000 ( 0.000)
|
|
Epoch: [95][1401/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000206 (0.000189) Content loss 0.305754 (0.227858) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.733) D(SR) 0.000 ( 0.000)
|
|
Epoch: [95][1501/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000188 (0.000189) Content loss 0.272332 (0.227904) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.738) D(SR) 0.000 ( 0.000)
|
|
Epoch: [95][1601/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000159 (0.000188) Content loss 0.234924 (0.227597) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.736) D(SR) 0.000 ( 0.000)
|
|
Epoch: [95][1701/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000155 (0.000188) Content loss 0.209239 (0.227403) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.735) D(SR) 0.000 ( 0.000)
|
|
Epoch: [95][1801/2490] Time 0.185 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000180 (0.000188) Content loss 0.269266 (0.227607) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.738) D(SR) 0.000 ( 0.000)
|
|
Epoch: [95][1901/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000175 (0.000188) Content loss 0.206413 (0.227629) Adversarial loss 0.000000 (0.000000) D(HR) 0.803 ( 0.737) D(SR) 0.000 ( 0.000)
|
|
Epoch: [95][2001/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000262 (0.000188) Content loss 0.303062 (0.227249) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.736) D(SR) 0.000 ( 0.000)
|
|
Epoch: [95][2101/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000192 (0.000188) Content loss 0.221473 (0.227431) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.738) D(SR) 0.000 ( 0.000)
|
|
Epoch: [95][2201/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000287 (0.000189) Content loss 0.268854 (0.227615) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.740) D(SR) 0.000 ( 0.000)
|
|
Epoch: [95][2301/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000212 (0.000189) Content loss 0.262395 (0.227857) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.742) D(SR) 0.000 ( 0.000)
|
|
Epoch: [95][2401/2490] Time 0.185 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000157 (0.000189) Content loss 0.234065 (0.227753) Adversarial loss 0.000000 (0.000000) D(HR) 0.998 ( 0.742) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.136 ( 0.136) PSNR 31.49 (31.49) SSIM 0.9655 (0.9655)
|
|
Test: [2/5] Time 0.254 ( 0.195) PSNR 42.20 (36.84) SSIM 0.9797 (0.9726)
|
|
Test: [3/5] Time 0.154 ( 0.181) PSNR 42.08 (38.59) SSIM 0.9806 (0.9753)
|
|
Test: [4/5] Time 0.250 ( 0.198) PSNR 39.87 (38.91) SSIM 0.9627 (0.9721)
|
|
Test: [5/5] Time 0.132 ( 0.185) PSNR 30.46 (37.22) SSIM 0.9579 (0.9693)
|
|
* Time 0.19 PSNR 37.22 SSIM 0.97
|
|
|
|
|
|
Epoch: [96][ 1/2490] Time 0.288 ( 0.288) Data 0.000 ( 0.000) Pixel loss 0.000255 (0.000255) Content loss 0.235294 (0.235294) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [96][ 101/2490] Time 0.190 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000122 (0.000191) Content loss 0.193275 (0.225325) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.733) D(SR) 0.000 ( 0.000)
|
|
Epoch: [96][ 201/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000095 (0.000187) Content loss 0.150326 (0.225842) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.764) D(SR) 0.000 ( 0.000)
|
|
Epoch: [96][ 301/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000182 (0.000190) Content loss 0.232963 (0.227246) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.774) D(SR) 0.000 ( 0.000)
|
|
Epoch: [96][ 401/2490] Time 0.185 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000188 (0.000191) Content loss 0.256893 (0.226218) Adversarial loss 0.000000 (0.000000) D(HR) 0.985 ( 0.758) D(SR) 0.000 ( 0.000)
|
|
Epoch: [96][ 501/2490] Time 0.193 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000281 (0.000189) Content loss 0.247834 (0.226850) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.759) D(SR) 0.000 ( 0.000)
|
|
Epoch: [96][ 601/2490] Time 0.193 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000179 (0.000188) Content loss 0.234082 (0.227299) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.763) D(SR) 0.000 ( 0.000)
|
|
Epoch: [96][ 701/2490] Time 0.193 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000184 (0.000188) Content loss 0.269578 (0.226475) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.752) D(SR) 0.000 ( 0.000)
|
|
Epoch: [96][ 801/2490] Time 0.185 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000183 (0.000187) Content loss 0.220664 (0.226450) Adversarial loss 0.000000 (0.000000) D(HR) 0.854 ( 0.755) D(SR) 0.000 ( 0.000)
|
|
Epoch: [96][ 901/2490] Time 0.192 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000140 (0.000187) Content loss 0.193104 (0.226815) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.758) D(SR) 0.000 ( 0.000)
|
|
Epoch: [96][1001/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000164 (0.000187) Content loss 0.232444 (0.227115) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.756) D(SR) 0.000 ( 0.000)
|
|
Epoch: [96][1101/2490] Time 0.189 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000187 (0.000187) Content loss 0.217242 (0.227945) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.759) D(SR) 0.000 ( 0.000)
|
|
Epoch: [96][1201/2490] Time 0.193 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000263 (0.000188) Content loss 0.248968 (0.227768) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.764) D(SR) 0.000 ( 0.000)
|
|
Epoch: [96][1301/2490] Time 0.190 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000167 (0.000188) Content loss 0.240501 (0.227388) Adversarial loss 0.000000 (0.000000) D(HR) 0.215 ( 0.761) D(SR) 0.000 ( 0.000)
|
|
Epoch: [96][1401/2490] Time 0.200 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000214 (0.000188) Content loss 0.178681 (0.227594) Adversarial loss 0.000000 (0.000000) D(HR) 0.997 ( 0.753) D(SR) 0.000 ( 0.000)
|
|
Epoch: [96][1501/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000128 (0.000188) Content loss 0.186422 (0.227778) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.754) D(SR) 0.000 ( 0.000)
|
|
Epoch: [96][1601/2490] Time 0.191 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000192 (0.000188) Content loss 0.227028 (0.227951) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.757) D(SR) 0.000 ( 0.000)
|
|
Epoch: [96][1701/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000160 (0.000188) Content loss 0.206467 (0.227735) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.755) D(SR) 0.000 ( 0.000)
|
|
Epoch: [96][1801/2490] Time 0.194 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000112 (0.000188) Content loss 0.177323 (0.227685) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.754) D(SR) 0.000 ( 0.000)
|
|
Epoch: [96][1901/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000180 (0.000188) Content loss 0.220856 (0.227977) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.755) D(SR) 0.000 ( 0.000)
|
|
Epoch: [96][2001/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000180 (0.000188) Content loss 0.210094 (0.228512) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.756) D(SR) 0.000 ( 0.000)
|
|
Epoch: [96][2101/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000201 (0.000188) Content loss 0.263634 (0.228125) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.752) D(SR) 0.000 ( 0.000)
|
|
Epoch: [96][2201/2490] Time 0.185 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000289 (0.000188) Content loss 0.265578 (0.228094) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.752) D(SR) 0.000 ( 0.000)
|
|
Epoch: [96][2301/2490] Time 0.196 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000206 (0.000189) Content loss 0.289542 (0.228148) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.753) D(SR) 0.000 ( 0.000)
|
|
Epoch: [96][2401/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000180 (0.000189) Content loss 0.184653 (0.228356) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.755) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.142 ( 0.142) PSNR 31.26 (31.26) SSIM 0.9587 (0.9587)
|
|
Test: [2/5] Time 0.281 ( 0.212) PSNR 42.96 (37.11) SSIM 0.9770 (0.9679)
|
|
Test: [3/5] Time 0.158 ( 0.194) PSNR 43.08 (39.10) SSIM 0.9780 (0.9712)
|
|
Test: [4/5] Time 0.273 ( 0.214) PSNR 38.42 (38.93) SSIM 0.9591 (0.9682)
|
|
Test: [5/5] Time 0.132 ( 0.197) PSNR 30.78 (37.30) SSIM 0.9507 (0.9647)
|
|
* Time 0.20 PSNR 37.30 SSIM 0.96
|
|
|
|
|
|
Epoch: [97][ 1/2490] Time 0.286 ( 0.286) Data 0.000 ( 0.000) Pixel loss 0.000235 (0.000235) Content loss 0.234934 (0.234934) Adversarial loss 0.000000 (0.000000) D(HR) 0.998 ( 0.998) D(SR) 0.000 ( 0.000)
|
|
Epoch: [97][ 101/2490] Time 0.193 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000131 (0.000184) Content loss 0.120371 (0.224134) Adversarial loss 0.000000 (0.000000) D(HR) 0.002 ( 0.707) D(SR) 0.000 ( 0.000)
|
|
Epoch: [97][ 201/2490] Time 0.186 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000169 (0.000187) Content loss 0.189891 (0.226303) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.755) D(SR) 0.000 ( 0.000)
|
|
Epoch: [97][ 301/2490] Time 0.195 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000207 (0.000186) Content loss 0.244836 (0.228091) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.751) D(SR) 0.000 ( 0.000)
|
|
Epoch: [97][ 401/2490] Time 0.186 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000114 (0.000186) Content loss 0.149236 (0.226783) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.757) D(SR) 0.000 ( 0.000)
|
|
Epoch: [97][ 501/2490] Time 0.194 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000191 (0.000187) Content loss 0.229258 (0.227013) Adversarial loss 0.000000 (0.000000) D(HR) 0.999 ( 0.756) D(SR) 0.000 ( 0.000)
|
|
Epoch: [97][ 601/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000233 (0.000187) Content loss 0.230656 (0.226947) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.756) D(SR) 0.000 ( 0.000)
|
|
Epoch: [97][ 701/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000191 (0.000188) Content loss 0.279837 (0.227142) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.764) D(SR) 0.000 ( 0.000)
|
|
Epoch: [97][ 801/2490] Time 0.184 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000336 (0.000189) Content loss 0.254458 (0.227328) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.756) D(SR) 0.000 ( 0.000)
|
|
Epoch: [97][ 901/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000200 (0.000190) Content loss 0.250315 (0.227572) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.756) D(SR) 0.000 ( 0.000)
|
|
Epoch: [97][1001/2490] Time 0.248 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000192 (0.000190) Content loss 0.215426 (0.227174) Adversarial loss 0.000000 (0.000000) D(HR) 0.027 ( 0.757) D(SR) 0.000 ( 0.000)
|
|
Epoch: [97][1101/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000214 (0.000190) Content loss 0.230201 (0.227751) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.761) D(SR) 0.000 ( 0.000)
|
|
Epoch: [97][1201/2490] Time 0.186 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000221 (0.000190) Content loss 0.264561 (0.227289) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.759) D(SR) 0.000 ( 0.000)
|
|
Epoch: [97][1301/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000125 (0.000189) Content loss 0.172187 (0.227129) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.752) D(SR) 0.000 ( 0.000)
|
|
Epoch: [97][1401/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000254 (0.000188) Content loss 0.257256 (0.227222) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.748) D(SR) 0.000 ( 0.000)
|
|
Epoch: [97][1501/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000191 (0.000188) Content loss 0.259926 (0.227186) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.746) D(SR) 0.000 ( 0.000)
|
|
Epoch: [97][1601/2490] Time 0.194 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000197 (0.000189) Content loss 0.220038 (0.227556) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.750) D(SR) 0.000 ( 0.000)
|
|
Epoch: [97][1701/2490] Time 0.186 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000134 (0.000188) Content loss 0.211308 (0.227261) Adversarial loss 0.000000 (0.000000) D(HR) 0.993 ( 0.748) D(SR) 0.000 ( 0.000)
|
|
Epoch: [97][1801/2490] Time 0.194 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000246 (0.000188) Content loss 0.268954 (0.227566) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.749) D(SR) 0.000 ( 0.000)
|
|
Epoch: [97][1901/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000145 (0.000188) Content loss 0.250000 (0.227535) Adversarial loss 0.000000 (0.000000) D(HR) 0.534 ( 0.751) D(SR) 0.000 ( 0.000)
|
|
Epoch: [97][2001/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000208 (0.000188) Content loss 0.301922 (0.227562) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.751) D(SR) 0.000 ( 0.000)
|
|
Epoch: [97][2101/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000162 (0.000188) Content loss 0.161434 (0.227574) Adversarial loss 0.000000 (0.000000) D(HR) 0.013 ( 0.748) D(SR) 0.000 ( 0.000)
|
|
Epoch: [97][2201/2490] Time 0.194 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000149 (0.000187) Content loss 0.199278 (0.227284) Adversarial loss 0.000000 (0.000000) D(HR) 0.078 ( 0.745) D(SR) 0.000 ( 0.000)
|
|
Epoch: [97][2301/2490] Time 0.196 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000242 (0.000187) Content loss 0.216768 (0.227404) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.744) D(SR) 0.000 ( 0.000)
|
|
Epoch: [97][2401/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000140 (0.000188) Content loss 0.144467 (0.227629) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.743) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.141 ( 0.141) PSNR 31.96 (31.96) SSIM 0.9632 (0.9632)
|
|
Test: [2/5] Time 0.273 ( 0.207) PSNR 42.49 (37.23) SSIM 0.9795 (0.9713)
|
|
Test: [3/5] Time 0.149 ( 0.188) PSNR 42.60 (39.02) SSIM 0.9804 (0.9744)
|
|
Test: [4/5] Time 0.264 ( 0.207) PSNR 39.93 (39.25) SSIM 0.9617 (0.9712)
|
|
Test: [5/5] Time 0.132 ( 0.192) PSNR 31.51 (37.70) SSIM 0.9565 (0.9683)
|
|
* Time 0.19 PSNR 37.70 SSIM 0.97
|
|
|
|
|
|
Epoch: [98][ 1/2490] Time 0.314 ( 0.314) Data 0.000 ( 0.000) Pixel loss 0.000201 (0.000201) Content loss 0.163531 (0.163531) Adversarial loss 0.000000 (0.000000) D(HR) 0.044 ( 0.044) D(SR) 0.000 ( 0.000)
|
|
Epoch: [98][ 101/2490] Time 0.191 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000172 (0.000187) Content loss 0.192742 (0.230881) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.776) D(SR) 0.000 ( 0.000)
|
|
Epoch: [98][ 201/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000198 (0.000188) Content loss 0.219152 (0.229559) Adversarial loss 0.000000 (0.000000) D(HR) 0.988 ( 0.749) D(SR) 0.000 ( 0.000)
|
|
Epoch: [98][ 301/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000190 (0.000190) Content loss 0.179382 (0.228569) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.754) D(SR) 0.000 ( 0.000)
|
|
Epoch: [98][ 401/2490] Time 0.198 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000177 (0.000190) Content loss 0.248600 (0.227898) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.756) D(SR) 0.000 ( 0.000)
|
|
Epoch: [98][ 501/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000226 (0.000189) Content loss 0.294158 (0.228293) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.752) D(SR) 0.000 ( 0.000)
|
|
Epoch: [98][ 601/2490] Time 0.189 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000149 (0.000191) Content loss 0.176009 (0.228006) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.761) D(SR) 0.000 ( 0.000)
|
|
Epoch: [98][ 701/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000190 (0.000191) Content loss 0.233315 (0.227610) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.757) D(SR) 0.000 ( 0.000)
|
|
Epoch: [98][ 801/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000199 (0.000190) Content loss 0.266877 (0.227535) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.743) D(SR) 0.000 ( 0.000)
|
|
Epoch: [98][ 901/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000180 (0.000191) Content loss 0.312039 (0.227890) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.754) D(SR) 0.000 ( 0.000)
|
|
Epoch: [98][1001/2490] Time 0.185 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000196 (0.000191) Content loss 0.239084 (0.227506) Adversarial loss 0.000000 (0.000000) D(HR) 0.946 ( 0.751) D(SR) 0.000 ( 0.000)
|
|
Epoch: [98][1101/2490] Time 0.196 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000132 (0.000190) Content loss 0.225321 (0.227829) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.752) D(SR) 0.000 ( 0.000)
|
|
Epoch: [98][1201/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000210 (0.000190) Content loss 0.196697 (0.228039) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.747) D(SR) 0.000 ( 0.000)
|
|
Epoch: [98][1301/2490] Time 0.197 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000235 (0.000190) Content loss 0.237630 (0.227878) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.746) D(SR) 0.000 ( 0.000)
|
|
Epoch: [98][1401/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000198 (0.000190) Content loss 0.222623 (0.227736) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.741) D(SR) 0.000 ( 0.000)
|
|
Epoch: [98][1501/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000281 (0.000190) Content loss 0.284564 (0.227874) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.746) D(SR) 0.000 ( 0.000)
|
|
Epoch: [98][1601/2490] Time 0.194 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000260 (0.000191) Content loss 0.220581 (0.227769) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.746) D(SR) 0.000 ( 0.000)
|
|
Epoch: [98][1701/2490] Time 0.196 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000194 (0.000191) Content loss 0.240161 (0.227865) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.747) D(SR) 0.000 ( 0.000)
|
|
Epoch: [98][1801/2490] Time 0.190 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000129 (0.000191) Content loss 0.204315 (0.228285) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.749) D(SR) 0.000 ( 0.000)
|
|
Epoch: [98][1901/2490] Time 0.186 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000232 (0.000191) Content loss 0.244737 (0.228364) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.753) D(SR) 0.000 ( 0.000)
|
|
Epoch: [98][2001/2490] Time 0.194 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000128 (0.000191) Content loss 0.172866 (0.228420) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.750) D(SR) 0.000 ( 0.000)
|
|
Epoch: [98][2101/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000174 (0.000191) Content loss 0.206535 (0.228582) Adversarial loss 0.000000 (0.000000) D(HR) 0.844 ( 0.753) D(SR) 0.000 ( 0.000)
|
|
Epoch: [98][2201/2490] Time 0.186 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000199 (0.000191) Content loss 0.219071 (0.228626) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.755) D(SR) 0.000 ( 0.000)
|
|
Epoch: [98][2301/2490] Time 0.192 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000176 (0.000191) Content loss 0.291437 (0.228762) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.756) D(SR) 0.000 ( 0.000)
|
|
Epoch: [98][2401/2490] Time 0.193 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000206 (0.000191) Content loss 0.252335 (0.228655) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.755) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.140 ( 0.140) PSNR 31.98 (31.98) SSIM 0.9659 (0.9659)
|
|
Test: [2/5] Time 0.241 ( 0.191) PSNR 42.28 (37.13) SSIM 0.9788 (0.9724)
|
|
Test: [3/5] Time 0.147 ( 0.176) PSNR 42.37 (38.88) SSIM 0.9800 (0.9749)
|
|
Test: [4/5] Time 0.247 ( 0.194) PSNR 39.57 (39.05) SSIM 0.9618 (0.9717)
|
|
Test: [5/5] Time 0.132 ( 0.182) PSNR 31.66 (37.57) SSIM 0.9596 (0.9692)
|
|
* Time 0.18 PSNR 37.57 SSIM 0.97
|
|
|
|
|
|
Epoch: [99][ 1/2490] Time 0.260 ( 0.260) Data 0.000 ( 0.000) Pixel loss 0.000195 (0.000195) Content loss 0.232652 (0.232652) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [99][ 101/2490] Time 0.186 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000265 (0.000191) Content loss 0.294997 (0.231188) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.763) D(SR) 0.000 ( 0.000)
|
|
Epoch: [99][ 201/2490] Time 0.193 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000235 (0.000195) Content loss 0.283229 (0.231723) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.798) D(SR) 0.000 ( 0.000)
|
|
Epoch: [99][ 301/2490] Time 0.185 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000180 (0.000193) Content loss 0.185180 (0.229338) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.785) D(SR) 0.000 ( 0.000)
|
|
Epoch: [99][ 401/2490] Time 0.197 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000189 (0.000193) Content loss 0.247458 (0.227762) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.779) D(SR) 0.000 ( 0.000)
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|
Epoch: [99][ 501/2490] Time 0.194 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000137 (0.000191) Content loss 0.157557 (0.227367) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.770) D(SR) 0.000 ( 0.000)
|
|
Epoch: [99][ 601/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000189 (0.000191) Content loss 0.241647 (0.227272) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.768) D(SR) 0.000 ( 0.000)
|
|
Epoch: [99][ 701/2490] Time 0.186 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000210 (0.000191) Content loss 0.227145 (0.227548) Adversarial loss 0.000000 (0.000000) D(HR) 0.175 ( 0.770) D(SR) 0.000 ( 0.000)
|
|
Epoch: [99][ 801/2490] Time 0.196 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000169 (0.000191) Content loss 0.209223 (0.228091) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.770) D(SR) 0.000 ( 0.000)
|
|
Epoch: [99][ 901/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000211 (0.000189) Content loss 0.289366 (0.227542) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.757) D(SR) 0.000 ( 0.000)
|
|
Epoch: [99][1001/2490] Time 0.193 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000231 (0.000189) Content loss 0.235682 (0.227283) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.755) D(SR) 0.000 ( 0.000)
|
|
Epoch: [99][1101/2490] Time 0.186 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000161 (0.000189) Content loss 0.196850 (0.227329) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.748) D(SR) 0.000 ( 0.000)
|
|
Epoch: [99][1201/2490] Time 0.191 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000203 (0.000188) Content loss 0.220430 (0.227270) Adversarial loss 0.000000 (0.000000) D(HR) 0.994 ( 0.749) D(SR) 0.000 ( 0.000)
|
|
Epoch: [99][1301/2490] Time 0.185 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000174 (0.000188) Content loss 0.201228 (0.227316) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.746) D(SR) 0.000 ( 0.000)
|
|
Epoch: [99][1401/2490] Time 0.196 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000155 (0.000188) Content loss 0.208645 (0.227511) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.747) D(SR) 0.000 ( 0.000)
|
|
Epoch: [99][1501/2490] Time 0.194 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000139 (0.000188) Content loss 0.275749 (0.227811) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.748) D(SR) 0.000 ( 0.000)
|
|
Epoch: [99][1601/2490] Time 0.250 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000245 (0.000188) Content loss 0.302920 (0.227758) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.744) D(SR) 0.000 ( 0.000)
|
|
Epoch: [99][1701/2490] Time 0.184 ( 0.192) Data 0.000 ( 0.000) Pixel loss 0.000182 (0.000188) Content loss 0.278517 (0.227942) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.744) D(SR) 0.000 ( 0.000)
|
|
Epoch: [99][1801/2490] Time 0.183 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000173 (0.000188) Content loss 0.245093 (0.227770) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.744) D(SR) 0.000 ( 0.000)
|
|
Epoch: [99][1901/2490] Time 0.184 ( 0.191) Data 0.000 ( 0.000) Pixel loss 0.000204 (0.000188) Content loss 0.215659 (0.227673) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.746) D(SR) 0.000 ( 0.000)
|
|
Epoch: [99][2001/2490] Time 0.186 ( 0.190) Data 0.000 ( 0.000) Pixel loss 0.000183 (0.000188) Content loss 0.260791 (0.227744) Adversarial loss 0.000000 (0.000000) D(HR) 0.944 ( 0.747) D(SR) 0.000 ( 0.000)
|
|
Epoch: [99][2101/2490] Time 0.188 ( 0.190) Data 0.000 ( 0.000) Pixel loss 0.000219 (0.000188) Content loss 0.254697 (0.227717) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.745) D(SR) 0.000 ( 0.000)
|
|
Epoch: [99][2201/2490] Time 0.185 ( 0.190) Data 0.000 ( 0.000) Pixel loss 0.000151 (0.000188) Content loss 0.153942 (0.227792) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.742) D(SR) 0.000 ( 0.000)
|
|
Epoch: [99][2301/2490] Time 0.185 ( 0.189) Data 0.000 ( 0.000) Pixel loss 0.000212 (0.000188) Content loss 0.282417 (0.227841) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.740) D(SR) 0.000 ( 0.000)
|
|
Epoch: [99][2401/2490] Time 0.183 ( 0.189) Data 0.000 ( 0.000) Pixel loss 0.000155 (0.000188) Content loss 0.270447 (0.227854) Adversarial loss 0.000000 (0.000000) D(HR) 0.964 ( 0.742) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.141 ( 0.141) PSNR 31.81 (31.81) SSIM 0.9630 (0.9630)
|
|
Test: [2/5] Time 0.250 ( 0.195) PSNR 42.04 (36.92) SSIM 0.9782 (0.9706)
|
|
Test: [3/5] Time 0.147 ( 0.179) PSNR 42.18 (38.67) SSIM 0.9793 (0.9735)
|
|
Test: [4/5] Time 0.246 ( 0.196) PSNR 39.55 (38.89) SSIM 0.9604 (0.9702)
|
|
Test: [5/5] Time 0.132 ( 0.183) PSNR 31.22 (37.36) SSIM 0.9562 (0.9674)
|
|
* Time 0.18 PSNR 37.36 SSIM 0.97
|
|
|
|
|
|
Epoch: [100][ 1/2490] Time 0.286 ( 0.286) Data 0.000 ( 0.000) Pixel loss 0.000197 (0.000197) Content loss 0.262526 (0.262526) Adversarial loss 0.000000 (0.000000) D(HR) 0.995 ( 0.995) D(SR) 0.000 ( 0.000)
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|
Epoch: [100][ 101/2490] Time 0.184 ( 0.183) Data 0.000 ( 0.000) Pixel loss 0.000151 (0.000182) Content loss 0.180363 (0.229093) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.721) D(SR) 0.000 ( 0.000)
|
|
Epoch: [100][ 201/2490] Time 0.175 ( 0.183) Data 0.000 ( 0.000) Pixel loss 0.000212 (0.000185) Content loss 0.221133 (0.230762) Adversarial loss 0.000000 (0.000000) D(HR) 0.997 ( 0.749) D(SR) 0.000 ( 0.000)
|
|
Epoch: [100][ 301/2490] Time 0.184 ( 0.183) Data 0.000 ( 0.000) Pixel loss 0.000205 (0.000185) Content loss 0.230010 (0.227549) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.745) D(SR) 0.000 ( 0.000)
|
|
Epoch: [100][ 401/2490] Time 0.185 ( 0.183) Data 0.000 ( 0.000) Pixel loss 0.000184 (0.000188) Content loss 0.194322 (0.227634) Adversarial loss 0.000000 (0.000000) D(HR) 0.999 ( 0.759) D(SR) 0.000 ( 0.000)
|
|
Epoch: [100][ 501/2490] Time 0.191 ( 0.183) Data 0.000 ( 0.000) Pixel loss 0.000189 (0.000188) Content loss 0.184245 (0.227596) Adversarial loss 0.000000 (0.000000) D(HR) 0.998 ( 0.746) D(SR) 0.000 ( 0.000)
|
|
Epoch: [100][ 601/2490] Time 0.191 ( 0.184) Data 0.000 ( 0.000) Pixel loss 0.000209 (0.000188) Content loss 0.299954 (0.227671) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.744) D(SR) 0.000 ( 0.000)
|
|
Epoch: [100][ 701/2490] Time 0.194 ( 0.185) Data 0.000 ( 0.000) Pixel loss 0.000183 (0.000189) Content loss 0.221854 (0.228392) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.748) D(SR) 0.000 ( 0.000)
|
|
Epoch: [100][ 801/2490] Time 0.189 ( 0.186) Data 0.000 ( 0.000) Pixel loss 0.000185 (0.000190) Content loss 0.204950 (0.228341) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.752) D(SR) 0.000 ( 0.000)
|
|
Epoch: [100][ 901/2490] Time 0.190 ( 0.187) Data 0.000 ( 0.000) Pixel loss 0.000187 (0.000189) Content loss 0.250073 (0.228478) Adversarial loss 0.000000 (0.000000) D(HR) 0.989 ( 0.755) D(SR) 0.000 ( 0.000)
|
|
Epoch: [100][1001/2490] Time 0.191 ( 0.187) Data 0.000 ( 0.000) Pixel loss 0.000278 (0.000188) Content loss 0.301765 (0.228436) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.746) D(SR) 0.000 ( 0.000)
|
|
Epoch: [100][1101/2490] Time 0.191 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000217 (0.000189) Content loss 0.251636 (0.228176) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.744) D(SR) 0.000 ( 0.000)
|
|
Epoch: [100][1201/2490] Time 0.191 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000126 (0.000188) Content loss 0.209601 (0.228311) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.749) D(SR) 0.000 ( 0.000)
|
|
Epoch: [100][1301/2490] Time 0.191 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000199 (0.000188) Content loss 0.191630 (0.227770) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.746) D(SR) 0.000 ( 0.000)
|
|
Epoch: [100][1401/2490] Time 0.194 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000167 (0.000188) Content loss 0.274056 (0.227754) Adversarial loss 0.000000 (0.000000) D(HR) 0.304 ( 0.746) D(SR) 0.000 ( 0.000)
|
|
Epoch: [100][1501/2490] Time 0.191 ( 0.188) Data 0.000 ( 0.000) Pixel loss 0.000214 (0.000189) Content loss 0.262881 (0.227872) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.746) D(SR) 0.000 ( 0.000)
|
|
^HEpoch: [100][1601/2490] Time 0.191 ( 0.189) Data 0.000 ( 0.000) Pixel loss 0.000191 (0.000190) Content loss 0.220463 (0.228099) Adversarial loss 0.000000 (0.000000) D(HR) 0.016 ( 0.749) D(SR) 0.000 ( 0.000)
|
|
^H^H
|
|
|
|
(SR) 0.000 ( 0.000)
|
|
Epoch: [134][2401/2490] Time 0.195 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000158 (0.000175) Content loss 0.222684 (0.220235) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.931) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 0.141 ( 0.141) PSNR 33.29 (33.29) SSIM 0.9668 (0.9668)
|
|
Test: [2/5] Time 0.244 ( 0.192) PSNR 41.78 (37.54) SSIM 0.9776 (0.9722)
|
|
Test: [3/5] Time 0.152 ( 0.179) PSNR 42.01 (39.03) SSIM 0.9789 (0.9744)
|
|
Test: [4/5] Time 0.252 ( 0.197) PSNR 40.98 (39.52) SSIM 0.9646 (0.9720)
|
|
Test: [5/5] Time 0.132 ( 0.184) PSNR 32.61 (38.14) SSIM 0.9598 (0.9695)
|
|
* Time 0.18 PSNR 38.14 SSIM 0.97
|
|
|
|
|
|
Epoch: [135][ 1/2490] Time 0.312 ( 0.312) Data 0.000 ( 0.000) Pixel loss 0.000155 (0.000155) Content loss 0.259493 (0.259493) Adversarial loss 0.000000 (0.000000) D(HR) 0.998 ( 0.998) D(SR) 0.000 ( 0.000)
|
|
Epoch: [135][ 101/2490] Time 0.192 ( 0.195) Data 0.000 ( 0.000) Pixel loss 0.000160 (0.000171) Content loss 0.187152 (0.222757) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.920) D(SR) 0.000 ( 0.000)
|
|
Epoch: [135][ 201/2490] Time 0.193 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000142 (0.000174) Content loss 0.202774 (0.222478) Adversarial loss 0.000000 (0.000000) D(HR) 0.973 ( 0.926) D(SR) 0.000 ( 0.000)
|
|
Epoch: [135][ 301/2490] Time 0.194 ( 0.194) Data 0.000 ( 0.000) Pixel loss 0.000200 (0.000173) Content loss 0.214950 (0.221448) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.927) D(SR) 0.000 ( 0.000)
|
|
Epoch: [135][ 401/2490] Time 0.186 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000209 (0.000172) Content loss 0.262641 (0.221939) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.927) D(SR) 0.000 ( 0.000)
|
|
Epoch: [135][ 501/2490] Time 0.198 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000217 (0.000172) Content loss 0.252008 (0.222088) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.932) D(SR) 0.000 ( 0.000)
|
|
Epoch: [135][ 601/2490] Time 0.194 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000103 (0.000170) Content loss 0.172610 (0.220997) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.930) D(SR) 0.000 ( 0.000)
|
|
Epoch: [135][ 701/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000137 (0.000170) Content loss 0.202805 (0.221187) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.931) D(SR) 0.000 ( 0.000)
|
|
Epoch: [135][ 801/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000156 (0.000171) Content loss 0.206245 (0.220802) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.932) D(SR) 0.000 ( 0.000)
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|
Epoch: [135][ 901/2490] Time 0.188 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000142 (0.000170) Content loss 0.210234 (0.220697) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.932) D(SR) 0.000 ( 0.000)
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|
Epoch: [135][1001/2490] Time 0.187 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000150 (0.000170) Content loss 0.225113 (0.220557) Adversarial loss 0.000000 (0.000000) D(HR) 0.866 ( 0.931) D(SR) 0.000 ( 0.000)
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|
Epoch: [135][1101/2490] Time 0.196 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000151 (0.000170) Content loss 0.172485 (0.220391) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.931) D(SR) 0.000 ( 0.000)
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|
Epoch: [135][1201/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000171 (0.000170) Content loss 0.243411 (0.220274) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.930) D(SR) 0.000 ( 0.000)
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|
Epoch: [135][1301/2490] Time 0.192 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000227 (0.000171) Content loss 0.255898 (0.219981) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.929) D(SR) 0.000 ( 0.000)
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Epoch: [135][1401/2490] Time 0.191 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000138 (0.000171) Content loss 0.207005 (0.220097) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.926) D(SR) 0.000 ( 0.000)
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Epoch: [135][1501/2490] Time 0.189 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000244 (0.000171) Content loss 0.259755 (0.219812) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.928) D(SR) 0.000 ( 0.000)
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Epoch: [135][1601/2490] Time 0.190 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000225 (0.000171) Content loss 0.228834 (0.219470) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.929) D(SR) 0.000 ( 0.000)
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Epoch: [135][1701/2490] Time 0.186 ( 0.193) Data 0.000 ( 0.000) Pixel loss 0.000131 (0.000172) Content loss 0.209763 (0.219807) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.932) D(SR) 0.000 ( 0.000)
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#########################################################################################################################################
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Last login: Sat May 11 20:39:23 2024 from 10.66.246.51
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-bash: /etc/profile: 权限不够
|
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-bash-5.1$ cd "/home/intel"
|
|
-bash-5.1$ sudo -s
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[sudo] intel 的密码：
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(base) root@intel-Super-Server:/home/intel# screen -r
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There are several suitable screens on:
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1183295.1 (2024年05月09日 19时51分45秒) (Detached)
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1175414.test (2024年05月09日 18时25分42秒) (Detached)
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1137988.4 (2024年05月09日 12时37分24秒) (Detached)
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1084315.Qwen (2024年05月07日 09时45分56秒) (Detached)
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1061200.pipe (2024年05月05日 19时58分26秒) (Detached)
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825795.1 (2024年04月28日 10时28分16秒) (Detached)
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777433.2 (2024年04月27日 19时00分20秒) (Detached)
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682045.aixcoder (2024年04月26日 08时03分19秒) (Detached)
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383583.0 (2024年04月25日 17时02分58秒) (Detached)
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2367278.mix (2024年04月19日 10时24分34秒) (Detached)
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2269226.lzk (2024年04月17日 18时23分40秒) (Attached)
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Type "screen [-d] -r [pid.]tty.host" to resume one of them.
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(base) root@intel-Super-Server:/home/intel# screen -r aixcoder
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25A9%25E6%2588%2591%25E6%2584%259F%25E5%2588%25B0%25E4%25B8%258D%25E5%25BC%2580%25E5%25BF%2583%25E3%2580%2582%25E6%2588%2591%25E8%25BF%2598%25E5%259C%25A8%25E5%25AF%25BB%25E6%2589%25BE%25E6%258F%2590%25E5%258D%2587%25E4%25B8%25AA%25E4%25BA%25BA%25E7%258A%25B6%25E6%2580%2581%25E7%259A%2584%25E6%2596%25B9%25E6%25B3%2595%25EF%25BC%258C%25E6%25AF%2594%25E5%25A6%2582%25E6%258F%2590%25E5%258D%2587%25E9%25A5%25A5%25E9%25A5%25BF%25E5%2580%25BC%25E3%2580%2582%25E6%2580%25BB%25E4%25BD%2593%25E6%259D%25A5%25E8%25AF%25B4%25EF%25BC%258C%25E6%2588%2591%25E7%259B%25AE%25E5%2589%258D%25E6%2583%2585%25E7%25BB%25AA%25E4%25B8%258D%25E9%25AB%2598%25EF%25BC%258C%25E9%259C%2580%25E8%25A6%2581%25E6%2589%25BE%25E5%2588%25B0%25E8%25A7%25A3%25E5%2586%25B3%25E8%25BF%2599%25E4%25BA%259B%25E9%2597%25AE%25E9%25A2%2598%25E7%259A%2584%25E6%2596%25B9%25E6%25B3%2595%25E3%2580%2582 HTTP/1.1" 200 -
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The attention mask and the pad token id were not set. As a consequence, you may observe unexpected behavior. Please pass your input's `attention_mask` to obtain reliable results.
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Setting `pad_token_id` to `eos_token_id`:151645 for open-end generation.
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10.66.246.51 - - [10/May/2024 16:05:33] "GET /qwen?content=%25E6%2588%2591%25E6%259C%2580%25E8%25BF%2591%25E9%2581%2587%25E5%2588%25B0%25E7%259A%2584%25E9%2597%25AE%25E9%25A2%2598%25E6%2598%25AF%25E5%25A6%2582%25E4%25BD%2595%25E8%258E%25B7%25E5%258F%2596%25E5%25B0%258F%25E9%25B1%25BC%25E5%25B9%25B2%25EF%25BC%258C%25E5%2590%258C%25E6%2597%25B6%25E6%2588%2591%25E8%25BF%2598%25E5%259C%25A8%25E4%25B8%25BA%25E9%259D%25A2%25E8%25AF%2595%25E5%25B1%25A1%25E6%25AC%25A1%25E8%25A2%25AB%25E6%258B%2592%25E5%2592%258C%25E8%2580%2583%25E8%25AF%2595%25E4%25B8%258D%25E5%258F%258A%25E6%25A0%25BC%25E6%2584%259F%25E5%2588%25B0%25E7%2584%25A6%25E8%2599%2591%25E5%2592%258C%25E4%25BC%25A4%25E5%25BF%2583%25E3%2580%2582 HTTP/1.1" 200 -
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^C(aiXCoder) root@intel-Super-Server:/home/intel/lzk/Qwen# python aixcoder_qwen.py
|
|
Loading checkpoint shards: 25%|████████████████████████████████████▎ Loading checkpoint shards: 50%|████████████████████████████████████████████████████████████████████████▌ Loading checkpoint shards: 75%|███████████████████████████████████████████████████████████████████████████████████████ Loading checkpoint shards: 100%|███████████████████████████████████████████████████████████████████████████████████████ Loading checkpoint shards: 100%|███████████████████████████████████████████████████████████████████████████████████████ ██████████████████████████████████████████████████████████| 4/4 [00:08<00:00, 2.08s/it]
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Special tokens have been added in the vocabulary, make sure the associated word embeddings are fine-tuned or trained.
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* Serving Flask app 'aixcoder_qwen'
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* Debug mode: off
|
|
WARNING: This is a development server. Do not use it in a production deployment. Use a production WSGI server instead.
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* Running on all addresses (0.0.0.0)
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* Running on http://127.0.0.1:5000
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* Running on http://10.66.246.51:5000
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Press CTRL+C to quit
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The attention mask and the pad token id were not set. As a consequence, you may observe unexpected behavior. Please pass your input's `attention_mask` to obtain reliable results.
|
|
Setting `pad_token_id` to `eos_token_id`:151645 for open-end generation.
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|
10.66.246.51 - - [10/May/2024 16:08:03] "GET /qwen?content=%25E6%2588%2591%25E6%259C%2580%25E8%25BF%2591%25E5%259C%25A8%25E6%2589%25BE%25E5%25B7%25A5%25E4%25BD%259C%25E6%2597%25B6%25E9%2581%2587%25E5%2588%25B0%25E4%25BA%2586%25E5%259B%25B0%25E9%259A%25BE%25EF%25BC%258C%25E9%259D%25A2%25E8%25AF%2595%25E4%25BA%2586%25E5%2587%25A0%25E6%25AC%25A1%25E9%2583%25BD%25E8%25A2%25AB%25E6%258B%2592%25E7%25BB%259D%25E4%25BA%2586%25EF%25BC%258C%25E6%2584%259F%25E5%2588%25B0%25E9%259D%259E%25E5%25B8%25B8%25E7%2584%25A6%25E8%2599%2591%25E3%2580%2582%25E6%25AD%25A4%25E5%25A4%2596%25EF%25BC%258C%25E6%2588%2591%25E5%259C%25A8%25E8%2580%2583%25E8%25AF%2595%25E4%25B8%25AD%25E4%25B9%259F%25E9%2581%2587%25E5%2588%25B0%25E4%25BA%2586%25E9%2597%25AE%25E9%25A2%2598%25EF%25BC%258C%25E5%25B7%25AE%25E4%25B8%2580%25E7%2582%25B9%25E6%25B2%25A1%25E8%2583%25BD%25E5%258F%258A%25E6%25A0%25BC%25EF%25BC%258C%25E8%25BF%2599%25E8%25AE%25A9%25E6%2588%2591%25E6%2584%259F%25E5%2588%25B0%25E4%25B8%258D%25E5%25BC%2580%25E5%25BF%2583%25E3%2580%2582%25E6%2588%2591%25E8%25BF%2598%25E5%259C%25A8%25E5%25B0%259D%25E8%25AF%2595%25E4%25BA%2586%25E8%25A7%25A3%25E5%25A6%2582%25E4%25BD%2595%25E6%258F%2590%25E5%258D%2587%25E8%2587%25AA%25E5%25B7%25B1%25E7%259A%2584%25E6%259F%2590%25E4%25BA%259B%25E8%2583%25BD%25E5%258A%259B%25EF%25BC%258C%25E6%25AF%2594%25E5%25A6%2582%25E9%25A5%25A5%25E9%25A5%25BF%25E5%2580%25BC%25E7%259A%2584%25E6%258F%2590%25E5%258D%2587%25E6%2596%25B9%25E6%25B3%2595%25E3%2580%2582%25E6%2580%25BB%25E4%25BD%2593%25E6%259D%25A5%25E8%25AF%25B4%25EF%25BC%258C%25E6%2588%2591%25E6%259C%2580%25E8%25BF%2591%25E7%259A%2584%25E5%25BF%2583%25E6%2583%2585%25E4%25B8%258D%25E6%2598%25AF%25E5%25BE%2588%25E5%25A5%25BD%25E3%2580%2582 HTTP/1.1" 200 -
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The attention mask and the pad token id were not set. As a consequence, you may observe unexpected behavior. Please pass your input's `attention_mask` to obtain reliable results.
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|
Setting `pad_token_id` to `eos_token_id`:151645 for open-end generation.
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10.66.246.51 - - [10/May/2024 16:20:27] "GET /qwen?content=%25E6%2588%2591%25E6%259C%2580%25E8%25BF%2591%25E9%2581%2587%25E5%2588%25B0%25E7%259A%2584%25E9%2597%25AE%25E9%25A2%2598%25E6%2598%25AF%25E5%25A6%2582%25E4%25BD%2595%25E8%258E%25B7%25E5%258F%2596%25E5%25B0%258F%25E9%25B1%25BC%25E5%25B9%25B2%25EF%25BC%258C%25E5%2590%258C%25E6%2597%25B6%25E6%2588%2591%25E4%25B9%259F%25E5%259C%25A8%25E4%25B8%25BA%25E9%259D%25A2%25E8%25AF%2595%25E5%25B1%25A1%25E6%25AC%25A1%25E8%25A2%25AB%25E6%258B%2592%25E5%2592%258C%25E8%2580%2583%25E8%25AF%2595%25E4%25B8%258D%25E5%258F%258A%25E6%25A0%25BC%25E6%2584%259F%25E5%2588%25B0%25E7%2584%25A6%25E8%2599%2591%25E5%2592%258C%25E4%25BC%25A4%25E5%25BF%2583%25E3%2580%2582 HTTP/1.1" 200 -
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The attention mask and the pad token id were not set. As a consequence, you may observe unexpected behavior. Please pass your input's `attention_mask` to obtain reliable results.
|
|
Setting `pad_token_id` to `eos_token_id`:151645 for open-end generation.
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|
10.66.246.51 - - [10/May/2024 21:32:13] "GET /qwen?content=%25E6%2588%2591%25E6%259C%2580%25E8%25BF%2591%25E9%2581%2587%25E5%2588%25B0%25E7%259A%2584%25E9%2597%25AE%25E9%25A2%2598%25E6%2598%25AF%25E5%25A6%2582%25E4%25BD%2595%25E8%258E%25B7%25E5%258F%2596%25E5%25B0%258F%25E9%25B1%25BC%25E5%25B9%25B2%25EF%25BC%258C%25E5%2590%258C%25E6%2597%25B6%25E6%2588%2591%25E4%25B9%259F%25E5%259C%25A8%25E4%25B8%25BA%25E9%259D%25A2%25E8%25AF%2595%25E5%25B1%25A1%25E6%25AC%25A1%25E8%25A2%25AB%25E6%258B%2592%25E5%2592%258C%25E8%2580%2583%25E8%25AF%2595%25E4%25B8%258D%25E5%258F%258A%25E6%25A0%25BC%25E6%2584%259F%25E5%2588%25B0%25E7%2584%25A6%25E8%2599%2591%25E5%2592%258C%25E4%25BC%25A4%25E5%25BF%2583%25E3%2580%2582 HTTP/1.1" 200 -
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^C(aiXCoder) root@intel-Super-Server:/home/intel/lzk/Qwen# cd ..
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(aiXCoder) root@intel-Super-Server:/home/intel/lzk# cd ..
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(aiXCoder) root@intel-Super-Server:/home/intel# cd lzk
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(aiXCoder) root@intel-Super-Server:/home/intel/lzk# cd LSRGAN-PyTorch
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(aiXCoder) root@intel-Super-Server:/home/intel/lzk/LSRGAN-PyTorch# nvidia-smi
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Sat May 11 22:51:54 2024
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+-----------------------------------------------------------------------------------------+
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| NVIDIA-SMI 550.67 Driver Version: 550.67 CUDA Version: 12.4 |
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|-----------------------------------------+------------------------+----------------------+
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| GPU Name Persistence-M | Bus-Id Disp.A | Volatile Uncorr. ECC |
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| Fan Temp Perf Pwr:Usage/Cap | Memory-Usage | GPU-Util Compute M. |
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| | | MIG M. |
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|=========================================+========================+======================|
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| 0 NVIDIA GeForce RTX 4090 Off | 00000000:31:00.0 Off | Off |
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| 0% 32C P8 15W / 450W | 4560MiB / 24564MiB | 0% Default |
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| | | N/A |
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+-----------------------------------------+------------------------+----------------------+
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| 1 NVIDIA GeForce RTX 4090 Off | 00000000:4B:00.0 Off | Off |
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| 0% 36C P2 113W / 450W | 12082MiB / 24564MiB | 35% Default |
|
|
| | | N/A |
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|
+-----------------------------------------+------------------------+----------------------+
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| 2 NVIDIA GeForce RTX 4090 Off | 00000000:B1:00.0 Off | Off |
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| 0% 32C P8 11W / 450W | 4982MiB / 24564MiB | 0% Default |
|
|
| | | N/A |
|
|
+-----------------------------------------+------------------------+----------------------+
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| 3 NVIDIA GeForce RTX 4090 Off | 00000000:CA:00.0 Off | Off |
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|
| 0% 33C P8 13W / 450W | 5870MiB / 24564MiB | 0% Default |
|
|
| | | N/A |
|
|
+-----------------------------------------+------------------------+----------------------+
|
|
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|
+-----------------------------------------------------------------------------------------+
|
|
| Processes: |
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|
| GPU GI CI PID Type Process name GPU Memory |
|
|
| ID ID Usage |
|
|
|=========================================================================================|
|
|
| 0 N/A N/A 3292 G /usr/lib/xorg/Xorg 4MiB |
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| 0 N/A N/A 1250754 C python 404MiB |
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| 0 N/A N/A 1254417 C python 4134MiB |
|
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| 1 N/A N/A 3292 G /usr/lib/xorg/Xorg 4MiB |
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|
| 1 N/A N/A 1250754 C python 7096MiB |
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|
| 1 N/A N/A 1254417 C python 4964MiB |
|
|
| 2 N/A N/A 3292 G /usr/lib/xorg/Xorg 4MiB |
|
|
| 2 N/A N/A 1254417 C python 4964MiB |
|
|
| 3 N/A N/A 3292 G /usr/lib/xorg/Xorg 4MiB |
|
|
| 3 N/A N/A 1254417 C python 5852MiB |
|
|
+-----------------------------------------------------------------------------------------+
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(aiXCoder) root@intel-Super-Server:/home/intel/lzk/LSRGAN-PyTorch# conda activate esrgan
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(esrgan) root@intel-Super-Server:/home/intel/lzk/LSRGAN-PyTorch# python train_lsrgan.py
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Load all datasets successfully.
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Build `lsrgan_x2` model successfully.
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Define all loss functions successfully.
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Define all optimizer functions successfully.
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Define all optimizer scheduler functions successfully.
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Check whether to load pretrained d model weights...
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Pretrained d model weights not found.
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Check whether to load pretrained g model weights...
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Pretrained g model weights not found.
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Check whether the pretrained d model is restored...
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Resume training d model not found. Start training from scratch.
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Check whether the pretrained g model is restored...
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Resume training g model not found. Start training from scratch.
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Epoch: [1][ 1/2490] Time 1.564 ( 1.564) Data 0.000 ( 0.000) Pixel loss 0.002214 (0.002214) Content loss 0.796814 (0.796814) Adversarial loss 0.000123 (0.000123) D(HR) 0.689 ( 0.689) D(SR) 0.049 ( 0.049)
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Epoch: [1][ 101/2490] Time 0.215 ( 0.230) Data 0.000 ( 0.000) Pixel loss 0.001243 (0.001713) Content loss 0.414997 (0.631744) Adversarial loss 0.000000 (0.000002) D(HR) 0.991 ( 0.951) D(SR) 0.000 ( 0.002)
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Epoch: [1][ 201/2490] Time 0.220 ( 0.222) Data 0.000 ( 0.000) Pixel loss 0.001601 (0.001636) Content loss 0.491485 (0.590472) Adversarial loss 0.000000 (0.000001) D(HR) 0.996 ( 0.972) D(SR) 0.000 ( 0.001)
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Epoch: [1][ 301/2490] Time 0.219 ( 0.220) Data 0.000 ( 0.000) Pixel loss 0.001330 (0.001605) Content loss 0.470256 (0.560537) Adversarial loss 0.000000 (0.000001) D(HR) 0.995 ( 0.978) D(SR) 0.000 ( 0.001)
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Epoch: [1][ 401/2490] Time 0.223 ( 0.220) Data 0.000 ( 0.000) Pixel loss 0.001512 (0.001559) Content loss 0.436188 (0.530182) Adversarial loss 0.000000 (0.000001) D(HR) 0.995 ( 0.983) D(SR) 0.000 ( 0.001)
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Epoch: [1][ 501/2490] Time 0.221 ( 0.220) Data 0.000 ( 0.000) Pixel loss 0.001629 (0.001532) Content loss 0.397012 (0.504128) Adversarial loss 0.000000 (0.000000) D(HR) 0.998 ( 0.986) D(SR) 0.000 ( 0.001)
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Epoch: [1][ 601/2490] Time 0.240 ( 0.220) Data 0.000 ( 0.000) Pixel loss 0.001083 (0.001509) Content loss 0.318030 (0.483384) Adversarial loss 0.000000 (0.000000) D(HR) 0.998 ( 0.988) D(SR) 0.000 ( 0.000)
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Epoch: [1][ 701/2490] Time 0.218 ( 0.220) Data 0.000 ( 0.000) Pixel loss 0.001986 (0.001489) Content loss 0.456834 (0.465150) Adversarial loss 0.000000 (0.000000) D(HR) 0.995 ( 0.989) D(SR) 0.000 ( 0.000)
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Epoch: [1][ 801/2490] Time 0.210 ( 0.220) Data 0.000 ( 0.000) Pixel loss 0.001352 (0.001483) Content loss 0.314757 (0.451819) Adversarial loss 0.000000 (0.000000) D(HR) 0.999 ( 0.990) D(SR) 0.000 ( 0.000)
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Epoch: [1][ 901/2490] Time 0.215 ( 0.219) Data 0.000 ( 0.000) Pixel loss 0.001162 (0.001474) Content loss 0.301565 (0.440128) Adversarial loss 0.000000 (0.000000) D(HR) 0.999 ( 0.991) D(SR) 0.000 ( 0.000)
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Epoch: [1][1001/2490] Time 0.214 ( 0.218) Data 0.000 ( 0.000) Pixel loss 0.001232 (0.001457) Content loss 0.372281 (0.428818) Adversarial loss 0.000000 (0.000000) D(HR) 0.998 ( 0.992) D(SR) 0.000 ( 0.000)
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|
Epoch: [1][1101/2490] Time 0.219 ( 0.218) Data 0.000 ( 0.000) Pixel loss 0.001313 (0.001451) Content loss 0.281780 (0.420728) Adversarial loss 0.000000 (0.000000) D(HR) 0.999 ( 0.992) D(SR) 0.000 ( 0.000)
|
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Epoch: [1][1201/2490] Time 0.214 ( 0.218) Data 0.000 ( 0.000) Pixel loss 0.001209 (0.001441) Content loss 0.272691 (0.412872) Adversarial loss 0.000000 (0.000000) D(HR) 0.999 ( 0.993) D(SR) 0.000 ( 0.000)
|
|
Epoch: [1][1301/2490] Time 0.213 ( 0.217) Data 0.000 ( 0.000) Pixel loss 0.001463 (0.001434) Content loss 0.349438 (0.405575) Adversarial loss 0.000000 (0.000000) D(HR) 0.999 ( 0.993) D(SR) 0.000 ( 0.000)
|
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Epoch: [1][1401/2490] Time 0.215 ( 0.217) Data 0.000 ( 0.000) Pixel loss 0.001227 (0.001425) Content loss 0.297000 (0.399144) Adversarial loss 0.000000 (0.000000) D(HR) 0.999 ( 0.993) D(SR) 0.000 ( 0.000)
|
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Epoch: [1][1501/2490] Time 0.217 ( 0.217) Data 0.000 ( 0.000) Pixel loss 0.001226 (0.001416) Content loss 0.327908 (0.393158) Adversarial loss 0.000000 (0.000000) D(HR) 0.999 ( 0.994) D(SR) 0.000 ( 0.000)
|
|
Epoch: [1][1601/2490] Time 0.218 ( 0.217) Data 0.000 ( 0.000) Pixel loss 0.000909 (0.001411) Content loss 0.222669 (0.387986) Adversarial loss 0.000000 (0.000000) D(HR) 0.998 ( 0.994) D(SR) 0.000 ( 0.000)
|
|
Epoch: [1][1701/2490] Time 0.212 ( 0.217) Data 0.000 ( 0.000) Pixel loss 0.001474 (0.001405) Content loss 0.329467 (0.383330) Adversarial loss 0.000000 (0.000000) D(HR) 0.997 ( 0.994) D(SR) 0.000 ( 0.000)
|
|
Epoch: [1][1801/2490] Time 0.217 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000970 (0.001400) Content loss 0.234619 (0.379008) Adversarial loss 0.000000 (0.000000) D(HR) 0.998 ( 0.995) D(SR) 0.000 ( 0.000)
|
|
Epoch: [1][1901/2490] Time 0.216 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.001792 (0.001400) Content loss 0.379584 (0.375681) Adversarial loss 0.000000 (0.000000) D(HR) 0.999 ( 0.995) D(SR) 0.000 ( 0.000)
|
|
Epoch: [1][2001/2490] Time 0.218 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.001502 (0.001395) Content loss 0.305456 (0.371774) Adversarial loss 0.000000 (0.000002) D(HR) 1.000 ( 0.994) D(SR) 0.001 ( 0.001)
|
|
Epoch: [1][2101/2490] Time 0.213 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.001361 (0.001393) Content loss 0.330844 (0.368705) Adversarial loss 0.000000 (0.000002) D(HR) 1.000 ( 0.994) D(SR) 0.001 ( 0.001)
|
|
Epoch: [1][2201/2490] Time 0.213 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.001347 (0.001391) Content loss 0.302271 (0.365614) Adversarial loss 0.000000 (0.000001) D(HR) 1.000 ( 0.995) D(SR) 0.001 ( 0.001)
|
|
Epoch: [1][2301/2490] Time 0.217 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.001464 (0.001388) Content loss 0.316585 (0.362391) Adversarial loss 0.000000 (0.000001) D(HR) 1.000 ( 0.995) D(SR) 0.001 ( 0.001)
|
|
Epoch: [1][2401/2490] Time 0.214 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.001281 (0.001388) Content loss 0.335995 (0.359825) Adversarial loss 0.000000 (0.000001) D(HR) 1.000 ( 0.995) D(SR) 0.000 ( 0.001)
|
|
Test: [1/5] Time 8.142 ( 8.142) PSNR 14.39 (14.39) SSIM 0.8814 (0.8814)
|
|
Test: [2/5] Time 7.693 ( 7.917) PSNR 25.54 (19.96) SSIM 0.9682 (0.9248)
|
|
Test: [3/5] Time 1.879 ( 5.904) PSNR 25.38 (21.77) SSIM 0.9670 (0.9389)
|
|
Test: [4/5] Time 5.150 ( 5.716) PSNR 17.66 (20.74) SSIM 0.8541 (0.9177)
|
|
Test: [5/5] Time 1.924 ( 4.957) PSNR 14.43 (19.48) SSIM 0.8801 (0.9102)
|
|
* Time 4.96 PSNR 19.48 SSIM 0.91
|
|
|
|
|
|
Epoch: [2][ 1/2490] Time 0.306 ( 0.306) Data 0.000 ( 0.000) Pixel loss 0.001131 (0.001131) Content loss 0.239055 (0.239055) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [2][ 101/2490] Time 0.208 ( 0.212) Data 0.000 ( 0.000) Pixel loss 0.001007 (0.001348) Content loss 0.242812 (0.296151) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [2][ 201/2490] Time 0.215 ( 0.212) Data 0.000 ( 0.000) Pixel loss 0.001214 (0.001324) Content loss 0.261971 (0.294077) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [2][ 301/2490] Time 0.213 ( 0.212) Data 0.000 ( 0.000) Pixel loss 0.001417 (0.001334) Content loss 0.285517 (0.293895) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.001 ( 0.000)
|
|
Epoch: [2][ 401/2490] Time 0.208 ( 0.212) Data 0.000 ( 0.000) Pixel loss 0.001460 (0.001330) Content loss 0.319278 (0.291667) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [2][ 501/2490] Time 0.208 ( 0.212) Data 0.000 ( 0.000) Pixel loss 0.001235 (0.001334) Content loss 0.311104 (0.290950) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [2][ 601/2490] Time 0.210 ( 0.212) Data 0.000 ( 0.000) Pixel loss 0.001415 (0.001333) Content loss 0.322126 (0.290722) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [2][ 701/2490] Time 0.232 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.001253 (0.001333) Content loss 0.290635 (0.289665) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [2][ 801/2490] Time 0.216 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.001120 (0.001330) Content loss 0.230175 (0.287872) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [2][ 901/2490] Time 0.211 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.001222 (0.001325) Content loss 0.261517 (0.286561) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [2][1001/2490] Time 0.220 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.002125 (0.001329) Content loss 0.427102 (0.286523) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [2][1101/2490] Time 0.215 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.001416 (0.001328) Content loss 0.248698 (0.285616) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [2][1201/2490] Time 0.219 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.001889 (0.001330) Content loss 0.355228 (0.285473) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [2][1301/2490] Time 0.217 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.001954 (0.001327) Content loss 0.311224 (0.284779) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [2][1401/2490] Time 0.215 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.001921 (0.001328) Content loss 0.325309 (0.283986) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [2][1501/2490] Time 0.218 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000910 (0.001331) Content loss 0.240369 (0.283932) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [2][1601/2490] Time 0.215 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.001278 (0.001332) Content loss 0.279023 (0.283217) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [2][1701/2490] Time 0.212 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.001337 (0.001335) Content loss 0.260567 (0.283254) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [2][1801/2490] Time 0.220 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.001446 (0.001332) Content loss 0.295820 (0.282553) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [2][1901/2490] Time 0.213 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.001456 (0.001333) Content loss 0.296398 (0.282097) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [2][2001/2490] Time 0.213 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.001164 (0.001330) Content loss 0.247547 (0.281175) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [2][2101/2490] Time 0.217 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.001507 (0.001332) Content loss 0.243673 (0.280748) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [2][2201/2490] Time 0.211 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.001195 (0.001332) Content loss 0.261827 (0.280216) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [2][2301/2490] Time 0.220 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.001296 (0.001331) Content loss 0.267249 (0.279809) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [2][2401/2490] Time 0.220 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.001227 (0.001331) Content loss 0.274630 (0.279294) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 1.927 ( 1.927) PSNR 14.34 (14.34) SSIM 0.8831 (0.8831)
|
|
Test: [2/5] Time 1.877 ( 1.902) PSNR 27.03 (20.68) SSIM 0.9760 (0.9295)
|
|
Test: [3/5] Time 1.875 ( 1.893) PSNR 26.80 (22.72) SSIM 0.9749 (0.9446)
|
|
Test: [4/5] Time 1.245 ( 1.731) PSNR 17.69 (21.47) SSIM 0.8574 (0.9228)
|
|
Test: [5/5] Time 1.923 ( 1.769) PSNR 14.43 (20.06) SSIM 0.8840 (0.9151)
|
|
* Time 1.77 PSNR 20.06 SSIM 0.92
|
|
|
|
|
|
Epoch: [3][ 1/2490] Time 0.290 ( 0.290) Data 0.000 ( 0.000) Pixel loss 0.001027 (0.001027) Content loss 0.203294 (0.203294) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [3][ 101/2490] Time 0.225 ( 0.220) Data 0.000 ( 0.000) Pixel loss 0.001114 (0.001342) Content loss 0.214638 (0.263485) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [3][ 201/2490] Time 0.214 ( 0.218) Data 0.000 ( 0.000) Pixel loss 0.001683 (0.001340) Content loss 0.340334 (0.266498) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [3][ 301/2490] Time 0.218 ( 0.217) Data 0.000 ( 0.000) Pixel loss 0.000882 (0.001335) Content loss 0.189280 (0.264365) Adversarial loss 0.000000 (0.000000) D(HR) 0.999 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [3][ 401/2490] Time 0.213 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.001601 (0.001330) Content loss 0.334376 (0.264811) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [3][ 501/2490] Time 0.214 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.001347 (0.001346) Content loss 0.240022 (0.265460) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [3][ 601/2490] Time 0.215 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.001246 (0.001339) Content loss 0.262828 (0.264077) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [3][ 701/2490] Time 0.213 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.001134 (0.001336) Content loss 0.215142 (0.263025) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [3][ 801/2490] Time 0.213 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.001623 (0.001333) Content loss 0.277404 (0.262866) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [3][ 901/2490] Time 0.213 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.001033 (0.001332) Content loss 0.221618 (0.261903) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [3][1001/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.001274 (0.001329) Content loss 0.263363 (0.261765) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [3][1101/2490] Time 0.208 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.001326 (0.001330) Content loss 0.233341 (0.261164) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [3][1201/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000896 (0.001331) Content loss 0.187817 (0.260944) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [3][1301/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.001007 (0.001332) Content loss 0.234852 (0.260849) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [3][1401/2490] Time 0.208 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.001022 (0.001334) Content loss 0.236818 (0.260987) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [3][1501/2490] Time 0.214 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.001711 (0.001334) Content loss 0.308530 (0.260818) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [3][1601/2490] Time 0.215 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.001298 (0.001338) Content loss 0.258265 (0.260711) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [3][1701/2490] Time 0.210 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.001436 (0.001338) Content loss 0.256987 (0.260088) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [3][1801/2490] Time 0.217 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.001776 (0.001338) Content loss 0.308262 (0.260076) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [3][1901/2490] Time 0.217 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.001175 (0.001339) Content loss 0.242890 (0.259946) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [3][2001/2490] Time 0.210 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.001476 (0.001338) Content loss 0.306785 (0.260107) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [3][2101/2490] Time 0.213 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000504 (0.001336) Content loss 0.151672 (0.259448) Adversarial loss 0.000000 (0.000000) D(HR) 0.993 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [3][2201/2490] Time 0.213 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.001281 (0.001336) Content loss 0.261406 (0.259299) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [3][2301/2490] Time 0.217 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.001638 (0.001336) Content loss 0.241360 (0.258939) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [3][2401/2490] Time 0.214 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.001272 (0.001334) Content loss 0.223280 (0.258537) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 1.927 ( 1.927) PSNR 13.84 (13.84) SSIM 0.8724 (0.8724)
|
|
Test: [2/5] Time 1.878 ( 1.902) PSNR 25.91 (19.88) SSIM 0.9720 (0.9222)
|
|
Test: [3/5] Time 1.876 ( 1.894) PSNR 25.78 (21.84) SSIM 0.9712 (0.9385)
|
|
Test: [4/5] Time 1.245 ( 1.731) PSNR 17.41 (20.74) SSIM 0.8531 (0.9172)
|
|
Test: [5/5] Time 1.922 ( 1.770) PSNR 13.90 (19.37) SSIM 0.8732 (0.9084)
|
|
* Time 1.77 PSNR 19.37 SSIM 0.91
|
|
|
|
|
|
Epoch: [4][ 1/2490] Time 0.304 ( 0.304) Data 0.000 ( 0.000) Pixel loss 0.000939 (0.000939) Content loss 0.180263 (0.180263) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [4][ 101/2490] Time 0.216 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.001989 (0.001310) Content loss 0.324764 (0.250965) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [4][ 201/2490] Time 0.211 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.001274 (0.001312) Content loss 0.253385 (0.249935) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [4][ 301/2490] Time 0.222 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.001352 (0.001333) Content loss 0.230611 (0.251331) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [4][ 401/2490] Time 0.219 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.001088 (0.001342) Content loss 0.214709 (0.251099) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [4][ 501/2490] Time 0.209 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000603 (0.001332) Content loss 0.191094 (0.249738) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [4][ 601/2490] Time 0.212 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.001420 (0.001331) Content loss 0.284985 (0.249854) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [4][ 701/2490] Time 0.212 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.001200 (0.001329) Content loss 0.236861 (0.249604) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [4][ 801/2490] Time 0.210 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.001405 (0.001332) Content loss 0.309473 (0.250055) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [4][ 901/2490] Time 0.217 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.001170 (0.001329) Content loss 0.220944 (0.249315) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [4][1001/2490] Time 0.209 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000955 (0.001326) Content loss 0.170459 (0.248647) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [4][1101/2490] Time 0.216 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.001104 (0.001319) Content loss 0.227874 (0.247759) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [4][1201/2490] Time 0.210 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.001256 (0.001318) Content loss 0.244871 (0.247615) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [4][1301/2490] Time 0.215 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.001769 (0.001318) Content loss 0.266837 (0.246864) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [4][1401/2490] Time 0.213 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.001500 (0.001315) Content loss 0.248267 (0.246433) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [4][1501/2490] Time 0.218 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.001529 (0.001312) Content loss 0.270784 (0.246402) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [4][1601/2490] Time 0.214 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.001578 (0.001317) Content loss 0.273488 (0.246545) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [4][1701/2490] Time 0.211 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.001167 (0.001317) Content loss 0.172620 (0.246372) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [4][1801/2490] Time 0.210 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.001429 (0.001319) Content loss 0.225012 (0.246430) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [4][1901/2490] Time 0.215 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.001073 (0.001320) Content loss 0.184190 (0.246480) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [4][2001/2490] Time 0.216 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.001903 (0.001323) Content loss 0.320733 (0.246551) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [4][2101/2490] Time 0.213 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.001650 (0.001324) Content loss 0.246266 (0.246577) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [4][2201/2490] Time 0.216 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.001320 (0.001324) Content loss 0.243587 (0.246592) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [4][2301/2490] Time 0.210 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.001658 (0.001323) Content loss 0.312727 (0.246385) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [4][2401/2490] Time 0.214 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.001737 (0.001323) Content loss 0.278835 (0.246077) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 1.927 ( 1.927) PSNR 13.99 (13.99) SSIM 0.8785 (0.8785)
|
|
Test: [2/5] Time 1.877 ( 1.902) PSNR 26.27 (20.13) SSIM 0.9748 (0.9266)
|
|
Test: [3/5] Time 1.876 ( 1.893) PSNR 26.10 (22.12) SSIM 0.9737 (0.9423)
|
|
Test: [4/5] Time 1.244 ( 1.731) PSNR 17.67 (21.01) SSIM 0.8624 (0.9223)
|
|
Test: [5/5] Time 1.922 ( 1.769) PSNR 14.04 (19.62) SSIM 0.8791 (0.9137)
|
|
* Time 1.77 PSNR 19.62 SSIM 0.91
|
|
|
|
|
|
Epoch: [5][ 1/2490] Time 0.300 ( 0.300) Data 0.000 ( 0.000) Pixel loss 0.001157 (0.001157) Content loss 0.213129 (0.213129) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [5][ 101/2490] Time 0.216 ( 0.230) Data 0.000 ( 0.000) Pixel loss 0.001609 (0.001317) Content loss 0.269100 (0.243359) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [5][ 201/2490] Time 0.210 ( 0.222) Data 0.000 ( 0.000) Pixel loss 0.001562 (0.001340) Content loss 0.276068 (0.244858) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [5][ 301/2490] Time 0.213 ( 0.219) Data 0.000 ( 0.000) Pixel loss 0.000931 (0.001318) Content loss 0.160725 (0.241731) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [5][ 401/2490] Time 0.210 ( 0.217) Data 0.000 ( 0.000) Pixel loss 0.001083 (0.001316) Content loss 0.256935 (0.241579) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [5][ 501/2490] Time 0.216 ( 0.217) Data 0.000 ( 0.000) Pixel loss 0.001286 (0.001311) Content loss 0.205430 (0.240531) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [5][ 601/2490] Time 0.210 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.001904 (0.001318) Content loss 0.266163 (0.241268) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [5][ 701/2490] Time 0.216 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000955 (0.001313) Content loss 0.208136 (0.240245) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [5][ 801/2490] Time 0.209 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000988 (0.001313) Content loss 0.186375 (0.240528) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [5][ 901/2490] Time 0.215 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.001301 (0.001317) Content loss 0.271556 (0.240603) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [5][1001/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.001239 (0.001320) Content loss 0.229900 (0.240339) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [5][1101/2490] Time 0.219 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.001206 (0.001318) Content loss 0.230789 (0.239899) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [5][1201/2490] Time 0.219 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.001679 (0.001318) Content loss 0.283918 (0.239982) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [5][1301/2490] Time 0.215 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.001586 (0.001317) Content loss 0.263020 (0.240070) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [5][1401/2490] Time 0.217 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000934 (0.001316) Content loss 0.178314 (0.239648) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [5][1501/2490] Time 0.217 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.001855 (0.001317) Content loss 0.290035 (0.239793) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [5][1601/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.001089 (0.001315) Content loss 0.256653 (0.239807) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [5][1701/2490] Time 0.212 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.001037 (0.001315) Content loss 0.209140 (0.239799) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [5][1801/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.001566 (0.001313) Content loss 0.263720 (0.239612) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [5][1901/2490] Time 0.221 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.001262 (0.001315) Content loss 0.244094 (0.239614) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [5][2001/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000828 (0.001315) Content loss 0.224120 (0.239333) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [5][2101/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.001200 (0.001316) Content loss 0.199822 (0.239085) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [5][2201/2490] Time 0.215 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.001147 (0.001315) Content loss 0.172575 (0.238926) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [5][2301/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.001492 (0.001314) Content loss 0.293674 (0.238614) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [5][2401/2490] Time 0.213 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.001323 (0.001314) Content loss 0.246664 (0.238389) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 1.926 ( 1.926) PSNR 14.09 (14.09) SSIM 0.8798 (0.8798)
|
|
Test: [2/5] Time 1.877 ( 1.902) PSNR 26.72 (20.41) SSIM 0.9758 (0.9278)
|
|
Test: [3/5] Time 1.876 ( 1.893) PSNR 26.57 (22.46) SSIM 0.9751 (0.9436)
|
|
Test: [4/5] Time 1.244 ( 1.731) PSNR 17.84 (21.31) SSIM 0.8647 (0.9239)
|
|
Test: [5/5] Time 1.922 ( 1.769) PSNR 14.15 (19.87) SSIM 0.8806 (0.9152)
|
|
* Time 1.77 PSNR 19.87 SSIM 0.92
|
|
|
|
|
|
Epoch: [6][ 1/2490] Time 0.242 ( 0.242) Data 0.000 ( 0.000) Pixel loss 0.001440 (0.001440) Content loss 0.280949 (0.280949) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [6][ 101/2490] Time 0.218 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000985 (0.001320) Content loss 0.193908 (0.234660) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [6][ 201/2490] Time 0.218 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000812 (0.001321) Content loss 0.170958 (0.234396) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [6][ 301/2490] Time 0.212 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000777 (0.001303) Content loss 0.190174 (0.233685) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [6][ 401/2490] Time 0.216 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.001150 (0.001297) Content loss 0.211406 (0.233452) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [6][ 501/2490] Time 0.220 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.001414 (0.001295) Content loss 0.231132 (0.232925) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [6][ 601/2490] Time 0.219 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.001235 (0.001297) Content loss 0.181744 (0.232766) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [6][ 701/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.001282 (0.001296) Content loss 0.241915 (0.232226) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [6][ 801/2490] Time 0.209 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000794 (0.001298) Content loss 0.194087 (0.232798) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [6][ 901/2490] Time 0.214 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.001591 (0.001294) Content loss 0.249157 (0.232402) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [6][1001/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.001550 (0.001300) Content loss 0.235153 (0.233176) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [6][1101/2490] Time 0.252 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.001297 (0.001300) Content loss 0.276582 (0.233030) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [6][1201/2490] Time 0.223 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.001093 (0.001305) Content loss 0.203012 (0.232814) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [6][1301/2490] Time 0.212 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.001248 (0.001306) Content loss 0.232497 (0.232795) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [6][1401/2490] Time 0.254 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.001111 (0.001308) Content loss 0.216184 (0.233009) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [6][1501/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.001370 (0.001310) Content loss 0.226102 (0.232970) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [6][1601/2490] Time 0.216 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.001788 (0.001312) Content loss 0.243139 (0.233241) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [6][1701/2490] Time 0.219 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.001556 (0.001315) Content loss 0.248605 (0.233210) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [6][1801/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.001437 (0.001316) Content loss 0.234077 (0.233172) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [6][1901/2490] Time 0.211 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.001311 (0.001315) Content loss 0.261936 (0.233071) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [6][2001/2490] Time 0.212 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000760 (0.001315) Content loss 0.143868 (0.233083) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [6][2101/2490] Time 0.223 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.001540 (0.001314) Content loss 0.258005 (0.232845) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [6][2201/2490] Time 0.212 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.001147 (0.001314) Content loss 0.194679 (0.232937) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [6][2301/2490] Time 0.212 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.001039 (0.001314) Content loss 0.211406 (0.232996) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [6][2401/2490] Time 0.219 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000986 (0.001312) Content loss 0.201985 (0.232884) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 1.926 ( 1.926) PSNR 14.60 (14.60) SSIM 0.8907 (0.8907)
|
|
Test: [2/5] Time 1.878 ( 1.902) PSNR 27.24 (20.92) SSIM 0.9768 (0.9338)
|
|
Test: [3/5] Time 1.876 ( 1.893) PSNR 27.07 (22.97) SSIM 0.9760 (0.9479)
|
|
Test: [4/5] Time 1.245 ( 1.731) PSNR 18.18 (21.77) SSIM 0.8725 (0.9290)
|
|
Test: [5/5] Time 1.923 ( 1.770) PSNR 14.66 (20.35) SSIM 0.8910 (0.9214)
|
|
* Time 1.77 PSNR 20.35 SSIM 0.92
|
|
|
|
|
|
Epoch: [7][ 1/2490] Time 0.309 ( 0.309) Data 0.000 ( 0.000) Pixel loss 0.001107 (0.001107) Content loss 0.181247 (0.181247) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [7][ 101/2490] Time 0.210 ( 0.217) Data 0.000 ( 0.000) Pixel loss 0.000915 (0.001299) Content loss 0.163839 (0.228176) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [7][ 201/2490] Time 0.217 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000994 (0.001300) Content loss 0.163497 (0.229034) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [7][ 301/2490] Time 0.211 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.001159 (0.001314) Content loss 0.206257 (0.230468) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [7][ 401/2490] Time 0.216 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.001645 (0.001313) Content loss 0.265370 (0.229752) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [7][ 501/2490] Time 0.216 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.001083 (0.001319) Content loss 0.201541 (0.230362) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [7][ 601/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000935 (0.001326) Content loss 0.165293 (0.231330) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [7][ 701/2490] Time 0.212 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.001132 (0.001322) Content loss 0.216075 (0.230691) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [7][ 801/2490] Time 0.219 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.001323 (0.001317) Content loss 0.245116 (0.230129) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [7][ 901/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.001377 (0.001314) Content loss 0.225629 (0.229524) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [7][1001/2490] Time 0.216 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.001364 (0.001309) Content loss 0.246277 (0.228601) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [7][1101/2490] Time 0.218 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.001220 (0.001310) Content loss 0.204442 (0.228461) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [7][1201/2490] Time 0.215 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000826 (0.001310) Content loss 0.221453 (0.228255) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [7][1301/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.001017 (0.001309) Content loss 0.169486 (0.228191) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [7][1401/2490] Time 0.213 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.001080 (0.001309) Content loss 0.185001 (0.228378) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [7][1501/2490] Time 0.215 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.001284 (0.001307) Content loss 0.236197 (0.228335) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [7][1601/2490] Time 0.257 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000960 (0.001307) Content loss 0.211322 (0.228399) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [7][1701/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.001213 (0.001307) Content loss 0.266517 (0.228499) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [7][1801/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.001195 (0.001310) Content loss 0.218373 (0.228701) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [7][1901/2490] Time 0.217 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.001274 (0.001308) Content loss 0.206208 (0.228415) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [7][2001/2490] Time 0.210 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.001376 (0.001310) Content loss 0.228434 (0.228450) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [7][2101/2490] Time 0.209 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.001317 (0.001309) Content loss 0.233853 (0.228184) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [7][2201/2490] Time 0.209 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.001213 (0.001308) Content loss 0.212773 (0.228212) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [7][2301/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.001662 (0.001307) Content loss 0.300791 (0.228053) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [7][2401/2490] Time 0.215 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.001087 (0.001306) Content loss 0.197040 (0.227844) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 1.926 ( 1.926) PSNR 14.12 (14.12) SSIM 0.8803 (0.8803)
|
|
Test: [2/5] Time 1.877 ( 1.902) PSNR 26.57 (20.34) SSIM 0.9749 (0.9276)
|
|
Test: [3/5] Time 1.876 ( 1.893) PSNR 26.38 (22.36) SSIM 0.9738 (0.9430)
|
|
Test: [4/5] Time 1.244 ( 1.731) PSNR 17.66 (21.18) SSIM 0.8598 (0.9222)
|
|
Test: [5/5] Time 1.922 ( 1.769) PSNR 14.19 (19.78) SSIM 0.8816 (0.9141)
|
|
* Time 1.77 PSNR 19.78 SSIM 0.91
|
|
|
|
|
|
Epoch: [8][ 1/2490] Time 0.270 ( 0.270) Data 0.000 ( 0.000) Pixel loss 0.001389 (0.001389) Content loss 0.294998 (0.294998) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [8][ 101/2490] Time 0.211 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.001160 (0.001332) Content loss 0.206634 (0.229181) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [8][ 201/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.001820 (0.001304) Content loss 0.221431 (0.225407) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [8][ 301/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.001484 (0.001303) Content loss 0.242658 (0.225418) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [8][ 401/2490] Time 0.217 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.001237 (0.001317) Content loss 0.211185 (0.226371) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [8][ 501/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.001560 (0.001315) Content loss 0.228855 (0.226263) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [8][ 601/2490] Time 0.217 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.001259 (0.001320) Content loss 0.248238 (0.226479) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [8][ 701/2490] Time 0.214 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.001192 (0.001318) Content loss 0.258546 (0.226922) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [8][ 801/2490] Time 0.212 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.001067 (0.001313) Content loss 0.187926 (0.226891) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [8][ 901/2490] Time 0.214 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.001386 (0.001311) Content loss 0.209998 (0.226581) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [8][1001/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.001958 (0.001308) Content loss 0.253728 (0.226455) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [8][1101/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000729 (0.001305) Content loss 0.153102 (0.225916) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [8][1201/2490] Time 0.214 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.001532 (0.001300) Content loss 0.248623 (0.225429) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [8][1301/2490] Time 0.208 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.001683 (0.001299) Content loss 0.299034 (0.225080) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [8][1401/2490] Time 0.213 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.001376 (0.001301) Content loss 0.258417 (0.225216) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [8][1501/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000804 (0.001301) Content loss 0.176321 (0.224810) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [8][1601/2490] Time 0.216 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.001157 (0.001302) Content loss 0.206026 (0.224600) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [8][1701/2490] Time 0.202 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000618 (0.001300) Content loss 0.147245 (0.224447) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [8][1801/2490] Time 0.215 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.001221 (0.001299) Content loss 0.248560 (0.224360) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [8][1901/2490] Time 0.208 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.001139 (0.001299) Content loss 0.218770 (0.224378) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [8][2001/2490] Time 0.209 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.001314 (0.001298) Content loss 0.256393 (0.223994) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [8][2101/2490] Time 0.208 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.001334 (0.001301) Content loss 0.242928 (0.224405) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [8][2201/2490] Time 0.216 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.001325 (0.001301) Content loss 0.263761 (0.224643) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [8][2301/2490] Time 0.216 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.001234 (0.001301) Content loss 0.194102 (0.224320) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [8][2401/2490] Time 0.219 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.001151 (0.001302) Content loss 0.234348 (0.224452) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 1.927 ( 1.927) PSNR 14.06 (14.06) SSIM 0.8789 (0.8789)
|
|
Test: [2/5] Time 1.878 ( 1.902) PSNR 26.60 (20.33) SSIM 0.9753 (0.9271)
|
|
Test: [3/5] Time 1.876 ( 1.894) PSNR 26.44 (22.37) SSIM 0.9745 (0.9429)
|
|
Test: [4/5] Time 1.245 ( 1.731) PSNR 17.85 (21.24) SSIM 0.8637 (0.9231)
|
|
Test: [5/5] Time 1.922 ( 1.769) PSNR 14.11 (19.81) SSIM 0.8794 (0.9144)
|
|
* Time 1.77 PSNR 19.81 SSIM 0.91
|
|
|
|
|
|
Epoch: [9][ 1/2490] Time 0.253 ( 0.253) Data 0.000 ( 0.000) Pixel loss 0.001530 (0.001530) Content loss 0.222947 (0.222947) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [9][ 101/2490] Time 0.214 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.001002 (0.001265) Content loss 0.204307 (0.218519) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [9][ 201/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000661 (0.001267) Content loss 0.110733 (0.217748) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [9][ 301/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.001331 (0.001277) Content loss 0.225549 (0.219755) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [9][ 401/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000996 (0.001291) Content loss 0.189599 (0.220912) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [9][ 501/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.001225 (0.001299) Content loss 0.220538 (0.222214) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [9][ 601/2490] Time 0.214 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.001003 (0.001289) Content loss 0.162975 (0.220841) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [9][ 701/2490] Time 0.208 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.001164 (0.001298) Content loss 0.217305 (0.221898) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [9][ 801/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.001045 (0.001301) Content loss 0.210107 (0.222007) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [9][ 901/2490] Time 0.215 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.001283 (0.001304) Content loss 0.214790 (0.221902) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [9][1001/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000883 (0.001302) Content loss 0.146090 (0.221586) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [9][1101/2490] Time 0.219 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.001440 (0.001300) Content loss 0.215354 (0.221122) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [9][1201/2490] Time 0.218 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.001238 (0.001298) Content loss 0.213922 (0.221136) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [9][1301/2490] Time 0.216 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.001383 (0.001293) Content loss 0.237878 (0.221100) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [9][1401/2490] Time 0.215 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.001265 (0.001295) Content loss 0.204092 (0.221010) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [9][1501/2490] Time 0.216 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.001374 (0.001293) Content loss 0.221239 (0.220785) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [9][1601/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.001340 (0.001295) Content loss 0.206983 (0.220630) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [9][1701/2490] Time 0.214 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.001320 (0.001295) Content loss 0.276377 (0.220809) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [9][1801/2490] Time 0.215 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.001808 (0.001296) Content loss 0.256758 (0.221086) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [9][1901/2490] Time 0.216 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.001208 (0.001296) Content loss 0.173227 (0.221038) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [9][2001/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.001970 (0.001295) Content loss 0.280747 (0.220862) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [9][2101/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.001309 (0.001295) Content loss 0.225888 (0.220816) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [9][2201/2490] Time 0.215 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.001139 (0.001296) Content loss 0.180903 (0.220800) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [9][2301/2490] Time 0.216 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.001393 (0.001297) Content loss 0.222534 (0.220848) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [9][2401/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.001014 (0.001279) Content loss 0.257475 (0.219919) Adversarial loss 0.000009 (0.000026) D(HR) 0.987 ( 0.993) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 1.926 ( 1.926) PSNR 23.10 (23.10) SSIM 0.9707 (0.9707)
|
|
Test: [2/5] Time 1.878 ( 1.902) PSNR 43.60 (33.35) SSIM 0.9904 (0.9805)
|
|
Test: [3/5] Time 1.876 ( 1.893) PSNR 42.91 (36.53) SSIM 0.9904 (0.9838)
|
|
Test: [4/5] Time 1.244 ( 1.731) PSNR 26.35 (33.99) SSIM 0.9594 (0.9777)
|
|
Test: [5/5] Time 1.922 ( 1.769) PSNR 23.39 (31.87) SSIM 0.9691 (0.9760)
|
|
* Time 1.77 PSNR 31.87 SSIM 0.98
|
|
|
|
|
|
Epoch: [10][ 1/2490] Time 0.305 ( 0.305) Data 0.000 ( 0.000) Pixel loss 0.000411 (0.000411) Content loss 0.160843 (0.160843) Adversarial loss 0.000001 (0.000001) D(HR) 0.724 ( 0.724) D(SR) 0.000 ( 0.000)
|
|
Epoch: [10][ 101/2490] Time 0.208 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000364 (0.000314) Content loss 0.145563 (0.165426) Adversarial loss 0.000000 (0.000019) D(HR) 0.999 ( 0.567) D(SR) 0.002 ( 0.021)
|
|
Epoch: [10][ 201/2490] Time 0.218 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000146 (0.000278) Content loss 0.198438 (0.164856) Adversarial loss 0.000001 (0.000027) D(HR) 0.030 ( 0.474) D(SR) 0.000 ( 0.023)
|
|
Epoch: [10][ 301/2490] Time 0.216 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000198 (0.000244) Content loss 0.152914 (0.161999) Adversarial loss 0.000002 (0.000026) D(HR) 0.000 ( 0.394) D(SR) 0.000 ( 0.026)
|
|
Epoch: [10][ 401/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000060 (0.000224) Content loss 0.107008 (0.159223) Adversarial loss 0.000056 (0.000024) D(HR) 0.000 ( 0.319) D(SR) 0.000 ( 0.020)
|
|
Epoch: [10][ 501/2490] Time 0.220 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000107 (0.000209) Content loss 0.129779 (0.156768) Adversarial loss 0.000000 (0.000020) D(HR) 0.000 ( 0.317) D(SR) 0.000 ( 0.016)
|
|
Epoch: [10][ 601/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000085 (0.000195) Content loss 0.123819 (0.155074) Adversarial loss 0.000002 (0.000019) D(HR) 0.973 ( 0.356) D(SR) 0.002 ( 0.021)
|
|
Epoch: [10][ 701/2490] Time 0.218 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000156 (0.000185) Content loss 0.138775 (0.153575) Adversarial loss 0.000014 (0.000021) D(HR) 0.000 ( 0.373) D(SR) 0.000 ( 0.023)
|
|
Epoch: [10][ 801/2490] Time 0.214 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000114 (0.000178) Content loss 0.138215 (0.153009) Adversarial loss 0.000000 (0.000022) D(HR) 1.000 ( 0.384) D(SR) 0.001 ( 0.022)
|
|
Epoch: [10][ 901/2490] Time 0.217 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000087 (0.000170) Content loss 0.101039 (0.151648) Adversarial loss 0.000000 (0.000021) D(HR) 0.933 ( 0.440) D(SR) 0.000 ( 0.025)
|
|
Epoch: [10][1001/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000101 (0.000162) Content loss 0.143172 (0.150605) Adversarial loss 0.000000 (0.000024) D(HR) 1.000 ( 0.482) D(SR) 0.000 ( 0.027)
|
|
Epoch: [10][1101/2490] Time 0.218 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000076 (0.000156) Content loss 0.136971 (0.149776) Adversarial loss 0.000000 (0.000022) D(HR) 1.000 ( 0.529) D(SR) 0.000 ( 0.025)
|
|
Epoch: [10][1201/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000087 (0.000151) Content loss 0.101765 (0.148698) Adversarial loss 0.000000 (0.000020) D(HR) 1.000 ( 0.563) D(SR) 0.000 ( 0.024)
|
|
Epoch: [10][1301/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000128 (0.000147) Content loss 0.114816 (0.147927) Adversarial loss 0.000000 (0.000019) D(HR) 0.044 ( 0.582) D(SR) 0.000 ( 0.024)
|
|
Epoch: [10][1401/2490] Time 0.218 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000100 (0.000144) Content loss 0.138904 (0.147698) Adversarial loss 0.000000 (0.000018) D(HR) 0.998 ( 0.596) D(SR) 0.000 ( 0.022)
|
|
Epoch: [10][1501/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000063 (0.000140) Content loss 0.120684 (0.146813) Adversarial loss 0.000000 (0.000016) D(HR) 1.000 ( 0.614) D(SR) 0.000 ( 0.021)
|
|
Epoch: [10][1601/2490] Time 0.218 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000060 (0.000136) Content loss 0.149165 (0.145825) Adversarial loss 0.000000 (0.000016) D(HR) 1.000 ( 0.636) D(SR) 0.000 ( 0.021)
|
|
Epoch: [10][1701/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000044 (0.000134) Content loss 0.120649 (0.145228) Adversarial loss 0.000000 (0.000015) D(HR) 1.000 ( 0.654) D(SR) 0.000 ( 0.020)
|
|
Epoch: [10][1801/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000075 (0.000130) Content loss 0.136409 (0.144627) Adversarial loss 0.000000 (0.000014) D(HR) 1.000 ( 0.673) D(SR) 0.000 ( 0.019)
|
|
Epoch: [10][1901/2490] Time 0.272 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000123 (0.000128) Content loss 0.153694 (0.144016) Adversarial loss 0.000000 (0.000013) D(HR) 0.996 ( 0.681) D(SR) 0.000 ( 0.019)
|
|
Epoch: [10][2001/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000118 (0.000125) Content loss 0.164688 (0.143496) Adversarial loss 0.000000 (0.000013) D(HR) 0.988 ( 0.697) D(SR) 0.000 ( 0.029)
|
|
Epoch: [10][2101/2490] Time 0.212 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000097 (0.000123) Content loss 0.152011 (0.143031) Adversarial loss 0.000000 (0.000012) D(HR) 1.000 ( 0.711) D(SR) 0.000 ( 0.029)
|
|
Epoch: [10][2201/2490] Time 0.215 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000061 (0.000121) Content loss 0.102104 (0.142577) Adversarial loss 0.000000 (0.000012) D(HR) 1.000 ( 0.724) D(SR) 0.343 ( 0.033)
|
|
Epoch: [10][2301/2490] Time 0.214 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000075 (0.000119) Content loss 0.130972 (0.142097) Adversarial loss 0.000000 (0.000011) D(HR) 1.000 ( 0.736) D(SR) 0.022 ( 0.034)
|
|
Epoch: [10][2401/2490] Time 0.211 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000097 (0.000117) Content loss 0.122467 (0.141678) Adversarial loss 0.000000 (0.000011) D(HR) 1.000 ( 0.747) D(SR) 0.000 ( 0.033)
|
|
Test: [1/5] Time 1.926 ( 1.926) PSNR 42.85 (42.85) SSIM 0.9829 (0.9829)
|
|
Test: [2/5] Time 1.877 ( 1.901) PSNR 47.78 (45.32) SSIM 0.9915 (0.9872)
|
|
Test: [3/5] Time 1.875 ( 1.893) PSNR 48.02 (46.22) SSIM 0.9915 (0.9886)
|
|
Test: [4/5] Time 1.244 ( 1.730) PSNR 43.48 (45.54) SSIM 0.9741 (0.9850)
|
|
Test: [5/5] Time 1.921 ( 1.769) PSNR 42.84 (45.00) SSIM 0.9808 (0.9842)
|
|
* Time 1.77 PSNR 45.00 SSIM 0.98
|
|
|
|
|
|
Epoch: [11][ 1/2490] Time 0.317 ( 0.317) Data 0.000 ( 0.000) Pixel loss 0.000054 (0.000054) Content loss 0.122826 (0.122826) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.001 ( 0.001)
|
|
Epoch: [11][ 101/2490] Time 0.209 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000047 (0.000090) Content loss 0.110505 (0.137613) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.035)
|
|
Epoch: [11][ 201/2490] Time 0.209 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000099 (0.000082) Content loss 0.115942 (0.135289) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.036)
|
|
Epoch: [11][ 301/2490] Time 0.220 ( 0.218) Data 0.000 ( 0.000) Pixel loss 0.000034 (0.000081) Content loss 0.086542 (0.135079) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.037)
|
|
Epoch: [11][ 401/2490] Time 0.220 ( 0.217) Data 0.000 ( 0.000) Pixel loss 0.000060 (0.000081) Content loss 0.122499 (0.134188) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.001 ( 0.034)
|
|
Epoch: [11][ 501/2490] Time 0.211 ( 0.217) Data 0.000 ( 0.000) Pixel loss 0.000084 (0.000079) Content loss 0.158439 (0.132982) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.024 ( 0.034)
|
|
Epoch: [11][ 601/2490] Time 0.216 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000048 (0.000079) Content loss 0.129014 (0.132420) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.032)
|
|
Epoch: [11][ 701/2490] Time 0.211 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000080 (0.000076) Content loss 0.146297 (0.132231) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.998) D(SR) 0.013 ( 0.030)
|
|
Epoch: [11][ 801/2490] Time 0.210 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000086 (0.000075) Content loss 0.157573 (0.131962) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.998) D(SR) 0.000 ( 0.033)
|
|
Epoch: [11][ 901/2490] Time 0.210 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000051 (0.000074) Content loss 0.122434 (0.131839) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.032)
|
|
Epoch: [11][1001/2490] Time 0.213 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000071 (0.000074) Content loss 0.131313 (0.131401) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.032)
|
|
Epoch: [11][1101/2490] Time 0.210 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000029 (0.000075) Content loss 0.077778 (0.131331) Adversarial loss 0.000000 (0.000001) D(HR) 1.000 ( 0.989) D(SR) 0.002 ( 0.035)
|
|
Epoch: [11][1201/2490] Time 0.217 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000094 (0.000074) Content loss 0.138548 (0.131160) Adversarial loss 0.000000 (0.000001) D(HR) 0.997 ( 0.979) D(SR) 0.000 ( 0.032)
|
|
Epoch: [11][1301/2490] Time 0.216 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000054 (0.000074) Content loss 0.149348 (0.131020) Adversarial loss 0.000000 (0.000001) D(HR) 0.954 ( 0.968) D(SR) 0.000 ( 0.030)
|
|
Epoch: [11][1401/2490] Time 0.211 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000063 (0.000073) Content loss 0.095723 (0.130866) Adversarial loss 0.000000 (0.000001) D(HR) 1.000 ( 0.957) D(SR) 0.000 ( 0.028)
|
|
Epoch: [11][1501/2490] Time 0.216 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000038 (0.000073) Content loss 0.117217 (0.130692) Adversarial loss 0.000000 (0.000001) D(HR) 1.000 ( 0.959) D(SR) 0.000 ( 0.026)
|
|
Epoch: [11][1601/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000048 (0.000072) Content loss 0.149735 (0.130770) Adversarial loss 0.000000 (0.000001) D(HR) 1.000 ( 0.961) D(SR) 0.000 ( 0.024)
|
|
Epoch: [11][1701/2490] Time 0.215 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000036 (0.000072) Content loss 0.096813 (0.130432) Adversarial loss 0.000000 (0.000001) D(HR) 1.000 ( 0.963) D(SR) 0.000 ( 0.023)
|
|
Epoch: [11][1801/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000072 (0.000072) Content loss 0.146229 (0.130273) Adversarial loss 0.000000 (0.000001) D(HR) 1.000 ( 0.964) D(SR) 0.000 ( 0.023)
|
|
Epoch: [11][1901/2490] Time 0.209 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000073 (0.000072) Content loss 0.119105 (0.130140) Adversarial loss 0.000000 (0.000001) D(HR) 0.998 ( 0.966) D(SR) 0.000 ( 0.024)
|
|
Epoch: [11][2001/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000065 (0.000072) Content loss 0.123475 (0.130128) Adversarial loss 0.000000 (0.000001) D(HR) 1.000 ( 0.968) D(SR) 0.003 ( 0.036)
|
|
Epoch: [11][2101/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000074 (0.000071) Content loss 0.182602 (0.129893) Adversarial loss 0.000000 (0.000001) D(HR) 1.000 ( 0.969) D(SR) 0.000 ( 0.040)
|
|
Epoch: [11][2201/2490] Time 0.215 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000053 (0.000071) Content loss 0.118924 (0.129720) Adversarial loss 0.000000 (0.000001) D(HR) 1.000 ( 0.971) D(SR) 0.000 ( 0.040)
|
|
Epoch: [11][2301/2490] Time 0.215 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000049 (0.000071) Content loss 0.127016 (0.129522) Adversarial loss 0.000000 (0.000001) D(HR) 1.000 ( 0.972) D(SR) 0.000 ( 0.042)
|
|
Epoch: [11][2401/2490] Time 0.212 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000063 (0.000070) Content loss 0.148880 (0.129397) Adversarial loss 0.000000 (0.000001) D(HR) 1.000 ( 0.973) D(SR) 0.000 ( 0.044)
|
|
Test: [1/5] Time 1.927 ( 1.927) PSNR 39.96 (39.96) SSIM 0.9822 (0.9822)
|
|
Test: [2/5] Time 1.877 ( 1.902) PSNR 48.93 (44.44) SSIM 0.9915 (0.9869)
|
|
Test: [3/5] Time 1.876 ( 1.893) PSNR 48.83 (45.90) SSIM 0.9916 (0.9885)
|
|
Test: [4/5] Time 1.244 ( 1.731) PSNR 42.10 (44.95) SSIM 0.9732 (0.9847)
|
|
Test: [5/5] Time 1.922 ( 1.769) PSNR 39.91 (43.95) SSIM 0.9802 (0.9838)
|
|
* Time 1.77 PSNR 43.95 SSIM 0.98
|
|
|
|
|
|
Epoch: [12][ 1/2490] Time 0.301 ( 0.301) Data 0.000 ( 0.000) Pixel loss 0.000080 (0.000080) Content loss 0.115444 (0.115444) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [12][ 101/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000044 (0.000065) Content loss 0.077106 (0.129365) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.892) D(SR) 0.000 ( 0.001)
|
|
Epoch: [12][ 201/2490] Time 0.221 ( 0.215) Data 0.001 ( 0.000) Pixel loss 0.000056 (0.000063) Content loss 0.100258 (0.126734) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.923) D(SR) 0.000 ( 0.001)
|
|
Epoch: [12][ 301/2490] Time 0.214 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000088 (0.000064) Content loss 0.132448 (0.127313) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.938) D(SR) 0.000 ( 0.001)
|
|
Epoch: [12][ 401/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000063 (0.000063) Content loss 0.150167 (0.127130) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.954) D(SR) 0.000 ( 0.004)
|
|
Epoch: [12][ 501/2490] Time 0.217 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000068 (0.000062) Content loss 0.124963 (0.126043) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.963) D(SR) 0.000 ( 0.004)
|
|
Epoch: [12][ 601/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000054 (0.000061) Content loss 0.145468 (0.125755) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.969) D(SR) 0.000 ( 0.003)
|
|
Epoch: [12][ 701/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000046 (0.000061) Content loss 0.141161 (0.125610) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.974) D(SR) 0.001 ( 0.005)
|
|
Epoch: [12][ 801/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000061 (0.000061) Content loss 0.120587 (0.125832) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.977) D(SR) 0.000 ( 0.005)
|
|
Epoch: [12][ 901/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000051 (0.000064) Content loss 0.098974 (0.126172) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.979) D(SR) 0.016 ( 0.006)
|
|
Epoch: [12][1001/2490] Time 0.218 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000088 (0.000064) Content loss 0.106843 (0.126230) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.981) D(SR) 0.000 ( 0.006)
|
|
Epoch: [12][1101/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000058 (0.000064) Content loss 0.133820 (0.126316) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.983) D(SR) 0.000 ( 0.005)
|
|
Epoch: [12][1201/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000042 (0.000063) Content loss 0.112428 (0.125965) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.984) D(SR) 0.000 ( 0.005)
|
|
Epoch: [12][1301/2490] Time 0.219 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000053 (0.000063) Content loss 0.110536 (0.125955) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.986) D(SR) 0.000 ( 0.005)
|
|
Epoch: [12][1401/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000200 (0.000063) Content loss 0.138094 (0.125800) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.005)
|
|
Epoch: [12][1501/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000072 (0.000063) Content loss 0.155733 (0.125910) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.986) D(SR) 0.000 ( 0.005)
|
|
Epoch: [12][1601/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000043 (0.000063) Content loss 0.114563 (0.126006) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.007)
|
|
Epoch: [12][1701/2490] Time 0.208 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000075 (0.000063) Content loss 0.106631 (0.125800) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.988) D(SR) 0.000 ( 0.008)
|
|
Epoch: [12][1801/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000131 (0.000063) Content loss 0.132127 (0.125651) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.989) D(SR) 0.000 ( 0.009)
|
|
Epoch: [12][1901/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000074 (0.000064) Content loss 0.130520 (0.125696) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.989) D(SR) 0.000 ( 0.010)
|
|
Epoch: [12][2001/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000059 (0.000064) Content loss 0.122540 (0.125730) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.990) D(SR) 0.000 ( 0.010)
|
|
Epoch: [12][2101/2490] Time 0.219 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000079 (0.000064) Content loss 0.127632 (0.125780) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.990) D(SR) 0.000 ( 0.010)
|
|
Epoch: [12][2201/2490] Time 0.208 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000072 (0.000064) Content loss 0.126658 (0.125752) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.991) D(SR) 0.000 ( 0.012)
|
|
Epoch: [12][2301/2490] Time 0.208 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000050 (0.000064) Content loss 0.130005 (0.125669) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.991) D(SR) 0.000 ( 0.012)
|
|
Epoch: [12][2401/2490] Time 0.213 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000045 (0.000063) Content loss 0.117201 (0.125539) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.991) D(SR) 0.000 ( 0.012)
|
|
Test: [1/5] Time 1.926 ( 1.926) PSNR 45.42 (45.42) SSIM 0.9823 (0.9823)
|
|
Test: [2/5] Time 1.877 ( 1.902) PSNR 49.98 (47.70) SSIM 0.9913 (0.9868)
|
|
Test: [3/5] Time 1.875 ( 1.893) PSNR 50.01 (48.47) SSIM 0.9914 (0.9883)
|
|
Test: [4/5] Time 1.244 ( 1.731) PSNR 45.28 (47.67) SSIM 0.9728 (0.9844)
|
|
Test: [5/5] Time 1.921 ( 1.769) PSNR 44.92 (47.12) SSIM 0.9801 (0.9836)
|
|
* Time 1.77 PSNR 47.12 SSIM 0.98
|
|
|
|
|
|
Epoch: [13][ 1/2490] Time 0.286 ( 0.286) Data 0.000 ( 0.000) Pixel loss 0.000054 (0.000054) Content loss 0.146083 (0.146083) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [13][ 101/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000057 (0.000053) Content loss 0.124230 (0.126897) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.267 ( 0.040)
|
|
Epoch: [13][ 201/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000083 (0.000054) Content loss 0.153563 (0.124530) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.030)
|
|
Epoch: [13][ 301/2490] Time 0.215 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000061 (0.000059) Content loss 0.146569 (0.125720) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.997) D(SR) 0.000 ( 0.064)
|
|
Epoch: [13][ 401/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000050 (0.000060) Content loss 0.116056 (0.125320) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.998) D(SR) 0.095 ( 0.078)
|
|
Epoch: [13][ 501/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000038 (0.000060) Content loss 0.110917 (0.125939) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.998) D(SR) 0.261 ( 0.086)
|
|
Epoch: [13][ 601/2490] Time 0.217 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000066 (0.000060) Content loss 0.150291 (0.125214) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.998) D(SR) 0.000 ( 0.078)
|
|
Epoch: [13][ 701/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000043 (0.000060) Content loss 0.119554 (0.125058) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.996) D(SR) 0.000 ( 0.077)
|
|
Epoch: [13][ 801/2490] Time 0.216 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000032 (0.000060) Content loss 0.079886 (0.124791) Adversarial loss 0.000000 (0.000000) D(HR) 0.804 ( 0.967) D(SR) 0.000 ( 0.068)
|
|
Epoch: [13][ 901/2490] Time 0.218 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000046 (0.000060) Content loss 0.103914 (0.124494) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.965) D(SR) 0.000 ( 0.061)
|
|
Epoch: [13][1001/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000064 (0.000060) Content loss 0.097876 (0.124539) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.964) D(SR) 0.000 ( 0.055)
|
|
Epoch: [13][1101/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000080 (0.000062) Content loss 0.104441 (0.124920) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.959) D(SR) 0.000 ( 0.050)
|
|
Epoch: [13][1201/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000040 (0.000062) Content loss 0.124587 (0.124955) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.960) D(SR) 0.000 ( 0.046)
|
|
Epoch: [13][1301/2490] Time 0.211 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000067 (0.000061) Content loss 0.153784 (0.124858) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.960) D(SR) 0.000 ( 0.043)
|
|
Epoch: [13][1401/2490] Time 0.218 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000061 (0.000062) Content loss 0.095441 (0.124848) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.960) D(SR) 0.000 ( 0.040)
|
|
Epoch: [13][1501/2490] Time 0.218 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000057 (0.000062) Content loss 0.154711 (0.124794) Adversarial loss 0.000000 (0.000002) D(HR) 1.000 ( 0.957) D(SR) 0.000 ( 0.038)
|
|
Epoch: [13][1601/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000060 (0.000061) Content loss 0.138901 (0.124443) Adversarial loss 0.000000 (0.000002) D(HR) 1.000 ( 0.952) D(SR) 0.000 ( 0.036)
|
|
Epoch: [13][1701/2490] Time 0.211 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000059 (0.000061) Content loss 0.140881 (0.124011) Adversarial loss 0.000000 (0.000002) D(HR) 0.960 ( 0.952) D(SR) 0.000 ( 0.034)
|
|
Epoch: [13][1801/2490] Time 0.211 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000050 (0.000061) Content loss 0.094174 (0.123970) Adversarial loss 0.000000 (0.000002) D(HR) 1.000 ( 0.949) D(SR) 0.000 ( 0.032)
|
|
Epoch: [13][1901/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000055 (0.000061) Content loss 0.117314 (0.123927) Adversarial loss 0.000000 (0.000002) D(HR) 1.000 ( 0.949) D(SR) 0.000 ( 0.030)
|
|
Epoch: [13][2001/2490] Time 0.215 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000052 (0.000061) Content loss 0.146254 (0.123807) Adversarial loss 0.000000 (0.000002) D(HR) 1.000 ( 0.948) D(SR) 0.000 ( 0.029)
|
|
Epoch: [13][2101/2490] Time 0.218 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000028 (0.000061) Content loss 0.063657 (0.123637) Adversarial loss 0.000000 (0.000002) D(HR) 0.997 ( 0.948) D(SR) 0.000 ( 0.027)
|
|
Epoch: [13][2201/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000071 (0.000061) Content loss 0.139929 (0.123611) Adversarial loss 0.000000 (0.000002) D(HR) 1.000 ( 0.948) D(SR) 0.000 ( 0.026)
|
|
Epoch: [13][2301/2490] Time 0.214 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000065 (0.000061) Content loss 0.133974 (0.123414) Adversarial loss 0.000000 (0.000001) D(HR) 1.000 ( 0.946) D(SR) 0.000 ( 0.025)
|
|
Epoch: [13][2401/2490] Time 0.216 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000045 (0.000061) Content loss 0.107367 (0.123293) Adversarial loss 0.000000 (0.000001) D(HR) 1.000 ( 0.944) D(SR) 0.000 ( 0.024)
|
|
Test: [1/5] Time 1.926 ( 1.926) PSNR 46.96 (46.96) SSIM 0.9825 (0.9825)
|
|
Test: [2/5] Time 1.877 ( 1.902) PSNR 49.58 (48.27) SSIM 0.9916 (0.9870)
|
|
Test: [3/5] Time 1.876 ( 1.893) PSNR 49.72 (48.75) SSIM 0.9917 (0.9886)
|
|
Test: [4/5] Time 1.244 ( 1.731) PSNR 45.37 (47.91) SSIM 0.9735 (0.9848)
|
|
Test: [5/5] Time 1.922 ( 1.769) PSNR 46.41 (47.61) SSIM 0.9804 (0.9839)
|
|
* Time 1.77 PSNR 47.61 SSIM 0.98
|
|
|
|
|
|
Epoch: [14][ 1/2490] Time 0.291 ( 0.291) Data 0.000 ( 0.000) Pixel loss 0.000053 (0.000053) Content loss 0.105470 (0.105470) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [14][ 101/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000046 (0.000058) Content loss 0.115687 (0.121100) Adversarial loss 0.000000 (0.000000) D(HR) 0.462 ( 0.919) D(SR) 0.000 ( 0.000)
|
|
Epoch: [14][ 201/2490] Time 0.218 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000049 (0.000058) Content loss 0.083734 (0.121313) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.922) D(SR) 0.000 ( 0.000)
|
|
Epoch: [14][ 301/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000044 (0.000057) Content loss 0.106983 (0.120457) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.930) D(SR) 0.000 ( 0.000)
|
|
Epoch: [14][ 401/2490] Time 0.217 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000054 (0.000056) Content loss 0.145714 (0.120936) Adversarial loss 0.000000 (0.000000) D(HR) 0.995 ( 0.929) D(SR) 0.000 ( 0.000)
|
|
Epoch: [14][ 501/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000053 (0.000056) Content loss 0.094012 (0.121132) Adversarial loss 0.000000 (0.000000) D(HR) 0.936 ( 0.934) D(SR) 0.000 ( 0.000)
|
|
Epoch: [14][ 601/2490] Time 0.219 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000056 (0.000057) Content loss 0.096809 (0.121611) Adversarial loss 0.000000 (0.000000) D(HR) 0.676 ( 0.930) D(SR) 0.000 ( 0.000)
|
|
Epoch: [14][ 701/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000055 (0.000056) Content loss 0.129970 (0.122148) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.925) D(SR) 0.000 ( 0.000)
|
|
Epoch: [14][ 801/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000061 (0.000057) Content loss 0.148181 (0.122267) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.923) D(SR) 0.000 ( 0.000)
|
|
Epoch: [14][ 901/2490] Time 0.219 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000047 (0.000057) Content loss 0.131610 (0.122502) Adversarial loss 0.000000 (0.000000) D(HR) 0.333 ( 0.925) D(SR) 0.000 ( 0.001)
|
|
Epoch: [14][1001/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000078 (0.000057) Content loss 0.133070 (0.122318) Adversarial loss 0.000000 (0.000000) D(HR) 0.513 ( 0.925) D(SR) 0.000 ( 0.001)
|
|
Epoch: [14][1101/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000035 (0.000057) Content loss 0.110201 (0.122107) Adversarial loss 0.000000 (0.000000) D(HR) 0.025 ( 0.926) D(SR) 0.000 ( 0.001)
|
|
Epoch: [14][1201/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000052 (0.000056) Content loss 0.132055 (0.121984) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.926) D(SR) 0.000 ( 0.002)
|
|
Epoch: [14][1301/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000083 (0.000056) Content loss 0.119708 (0.121858) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.929) D(SR) 0.000 ( 0.002)
|
|
Epoch: [14][1401/2490] Time 0.213 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000099 (0.000056) Content loss 0.135803 (0.121587) Adversarial loss 0.000000 (0.000000) D(HR) 0.959 ( 0.930) D(SR) 0.000 ( 0.002)
|
|
Epoch: [14][1501/2490] Time 0.214 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000041 (0.000056) Content loss 0.103242 (0.121466) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.930) D(SR) 0.000 ( 0.002)
|
|
Epoch: [14][1601/2490] Time 0.212 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000065 (0.000056) Content loss 0.139211 (0.121282) Adversarial loss 0.000000 (0.000001) D(HR) 1.000 ( 0.932) D(SR) 0.004 ( 0.013)
|
|
Epoch: [14][1701/2490] Time 0.209 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000044 (0.000057) Content loss 0.114357 (0.121138) Adversarial loss 0.000000 (0.000001) D(HR) 1.000 ( 0.936) D(SR) 0.034 ( 0.014)
|
|
Epoch: [14][1801/2490] Time 0.216 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000048 (0.000057) Content loss 0.123290 (0.121203) Adversarial loss 0.000000 (0.000001) D(HR) 1.000 ( 0.940) D(SR) 0.000 ( 0.014)
|
|
Epoch: [14][1901/2490] Time 0.209 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000068 (0.000057) Content loss 0.138392 (0.121103) Adversarial loss 0.000000 (0.000001) D(HR) 1.000 ( 0.943) D(SR) 0.000 ( 0.015)
|
|
Epoch: [14][2001/2490] Time 0.211 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000036 (0.000057) Content loss 0.117331 (0.121176) Adversarial loss 0.000000 (0.000001) D(HR) 1.000 ( 0.946) D(SR) 0.000 ( 0.014)
|
|
Epoch: [14][2101/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000049 (0.000057) Content loss 0.153090 (0.121106) Adversarial loss 0.000000 (0.000001) D(HR) 1.000 ( 0.946) D(SR) 0.267 ( 0.025)
|
|
Epoch: [14][2201/2490] Time 0.250 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000047 (0.000057) Content loss 0.141341 (0.121245) Adversarial loss 0.000000 (0.000001) D(HR) 1.000 ( 0.948) D(SR) 0.998 ( 0.052)
|
|
Epoch: [14][2301/2490] Time 0.215 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000051 (0.000057) Content loss 0.124286 (0.121057) Adversarial loss 0.000000 (0.000001) D(HR) 1.000 ( 0.950) D(SR) 1.000 ( 0.081)
|
|
Epoch: [14][2401/2490] Time 0.217 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000038 (0.000057) Content loss 0.091395 (0.120839) Adversarial loss 0.000000 (0.000001) D(HR) 1.000 ( 0.952) D(SR) 0.667 ( 0.101)
|
|
Test: [1/5] Time 1.926 ( 1.926) PSNR 44.13 (44.13) SSIM 0.9823 (0.9823)
|
|
Test: [2/5] Time 1.877 ( 1.901) PSNR 46.99 (45.56) SSIM 0.9913 (0.9868)
|
|
Test: [3/5] Time 1.876 ( 1.893) PSNR 47.08 (46.07) SSIM 0.9914 (0.9883)
|
|
Test: [4/5] Time 1.244 ( 1.731) PSNR 44.45 (45.66) SSIM 0.9733 (0.9845)
|
|
Test: [5/5] Time 1.922 ( 1.769) PSNR 43.70 (45.27) SSIM 0.9801 (0.9836)
|
|
* Time 1.77 PSNR 45.27 SSIM 0.98
|
|
|
|
|
|
Epoch: [15][ 1/2490] Time 0.268 ( 0.268) Data 0.000 ( 0.000) Pixel loss 0.000052 (0.000052) Content loss 0.099395 (0.099395) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.998 ( 0.998)
|
|
Epoch: [15][ 101/2490] Time 0.216 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000065 (0.000058) Content loss 0.137768 (0.118943) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.552)
|
|
Epoch: [15][ 201/2490] Time 0.216 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000039 (0.000056) Content loss 0.079292 (0.118065) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.349 ( 0.621)
|
|
Epoch: [15][ 301/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000048 (0.000058) Content loss 0.119131 (0.119540) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.995 ( 0.567)
|
|
Epoch: [15][ 401/2490] Time 0.217 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000059 (0.000057) Content loss 0.128480 (0.120142) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.506 ( 0.531)
|
|
Epoch: [15][ 501/2490] Time 0.217 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000079 (0.000057) Content loss 0.139223 (0.119859) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.500)
|
|
Epoch: [15][ 601/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000034 (0.000056) Content loss 0.113126 (0.120030) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.003 ( 0.484)
|
|
Epoch: [15][ 701/2490] Time 0.219 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000056) Content loss 0.079530 (0.120002) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.976 ( 0.474)
|
|
Epoch: [15][ 801/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000106 (0.000057) Content loss 0.136903 (0.120280) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.052 ( 0.475)
|
|
Epoch: [15][ 901/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000046 (0.000057) Content loss 0.142321 (0.119787) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.006 ( 0.471)
|
|
Epoch: [15][1001/2490] Time 0.217 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000071 (0.000057) Content loss 0.122022 (0.119578) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.495)
|
|
Epoch: [15][1101/2490] Time 0.211 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000086 (0.000056) Content loss 0.128649 (0.119282) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.938 ( 0.511)
|
|
Epoch: [15][1201/2490] Time 0.216 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000057 (0.000056) Content loss 0.124299 (0.119337) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.530)
|
|
Epoch: [15][1301/2490] Time 0.209 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000047 (0.000056) Content loss 0.100840 (0.119553) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.330 ( 0.536)
|
|
Epoch: [15][1401/2490] Time 0.208 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000044 (0.000056) Content loss 0.118812 (0.119664) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.545)
|
|
Epoch: [15][1501/2490] Time 0.210 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000048 (0.000056) Content loss 0.105359 (0.119599) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.550)
|
|
Epoch: [15][1601/2490] Time 0.210 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000058 (0.000056) Content loss 0.161707 (0.119299) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.333 ( 0.554)
|
|
Epoch: [15][1701/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000049 (0.000056) Content loss 0.098350 (0.119428) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.560)
|
|
Epoch: [15][1801/2490] Time 0.211 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000081 (0.000056) Content loss 0.113805 (0.119094) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.741 ( 0.574)
|
|
Epoch: [15][1901/2490] Time 0.217 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000052 (0.000056) Content loss 0.134634 (0.118885) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.989 ( 0.574)
|
|
Epoch: [15][2001/2490] Time 0.211 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000076 (0.000056) Content loss 0.121980 (0.118859) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.993 ( 0.569)
|
|
Epoch: [15][2101/2490] Time 0.219 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000041 (0.000056) Content loss 0.130296 (0.118810) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.571)
|
|
Epoch: [15][2201/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000065 (0.000056) Content loss 0.122042 (0.118920) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.590)
|
|
Epoch: [15][2301/2490] Time 0.209 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000051 (0.000056) Content loss 0.121002 (0.118874) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.998) D(SR) 0.000 ( 0.591)
|
|
Epoch: [15][2401/2490] Time 0.211 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000063 (0.000056) Content loss 0.144035 (0.119006) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.997) D(SR) 0.000 ( 0.568)
|
|
Test: [1/5] Time 1.926 ( 1.926) PSNR 45.99 (45.99) SSIM 0.9838 (0.9838)
|
|
Test: [2/5] Time 1.878 ( 1.902) PSNR 48.89 (47.44) SSIM 0.9919 (0.9879)
|
|
Test: [3/5] Time 1.875 ( 1.893) PSNR 48.95 (47.94) SSIM 0.9920 (0.9893)
|
|
Test: [4/5] Time 1.244 ( 1.731) PSNR 45.01 (47.21) SSIM 0.9754 (0.9858)
|
|
Test: [5/5] Time 1.922 ( 1.769) PSNR 45.60 (46.89) SSIM 0.9819 (0.9850)
|
|
* Time 1.77 PSNR 46.89 SSIM 0.98
|
|
|
|
|
|
Epoch: [16][ 1/2490] Time 0.298 ( 0.298) Data 0.000 ( 0.000) Pixel loss 0.000034 (0.000034) Content loss 0.097462 (0.097462) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.002 ( 0.002)
|
|
Epoch: [16][ 101/2490] Time 0.211 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000055 (0.000050) Content loss 0.111482 (0.116970) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.043)
|
|
Epoch: [16][ 201/2490] Time 0.219 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000051 (0.000050) Content loss 0.130130 (0.116111) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.046)
|
|
Epoch: [16][ 301/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000067 (0.000051) Content loss 0.151229 (0.116520) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.039)
|
|
Epoch: [16][ 401/2490] Time 0.217 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000060 (0.000052) Content loss 0.126514 (0.116419) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.049)
|
|
Epoch: [16][ 501/2490] Time 0.219 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000067 (0.000052) Content loss 0.116054 (0.116961) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.040)
|
|
Epoch: [16][ 601/2490] Time 0.211 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000040 (0.000052) Content loss 0.109414 (0.116717) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.023 ( 0.047)
|
|
Epoch: [16][ 701/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000045 (0.000052) Content loss 0.118287 (0.117004) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.001 ( 0.041)
|
|
Epoch: [16][ 801/2490] Time 0.211 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000033 (0.000052) Content loss 0.106970 (0.117484) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.042)
|
|
Epoch: [16][ 901/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000036 (0.000052) Content loss 0.109232 (0.117394) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.001 ( 0.044)
|
|
Epoch: [16][1001/2490] Time 0.219 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000039 (0.000052) Content loss 0.114822 (0.117278) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.001 ( 0.048)
|
|
Epoch: [16][1101/2490] Time 0.216 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000047 (0.000051) Content loss 0.124564 (0.116951) Adversarial loss 0.000000 (0.000022) D(HR) 1.000 ( 0.997) D(SR) 0.000 ( 0.059)
|
|
Epoch: [16][1201/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000064 (0.000051) Content loss 0.153696 (0.116891) Adversarial loss 0.000000 (0.000021) D(HR) 1.000 ( 0.997) D(SR) 0.959 ( 0.113)
|
|
Epoch: [16][1301/2490] Time 0.214 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000034 (0.000051) Content loss 0.100280 (0.117097) Adversarial loss 0.000000 (0.000019) D(HR) 1.000 ( 0.997) D(SR) 0.979 ( 0.163)
|
|
Epoch: [16][1401/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000033 (0.000051) Content loss 0.096703 (0.117201) Adversarial loss 0.000000 (0.000018) D(HR) 1.000 ( 0.997) D(SR) 0.473 ( 0.210)
|
|
Epoch: [16][1501/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000054 (0.000051) Content loss 0.121395 (0.117049) Adversarial loss 0.000000 (0.000016) D(HR) 1.000 ( 0.997) D(SR) 1.000 ( 0.253)
|
|
Epoch: [16][1601/2490] Time 0.209 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000040 (0.000051) Content loss 0.123213 (0.117106) Adversarial loss 0.000000 (0.000015) D(HR) 1.000 ( 0.997) D(SR) 1.000 ( 0.293)
|
|
Epoch: [16][1701/2490] Time 0.208 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000041 (0.000051) Content loss 0.109663 (0.116982) Adversarial loss 0.000000 (0.000015) D(HR) 1.000 ( 0.998) D(SR) 1.000 ( 0.329)
|
|
Epoch: [16][1801/2490] Time 0.208 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000033 (0.000051) Content loss 0.116182 (0.116796) Adversarial loss 0.000000 (0.000014) D(HR) 1.000 ( 0.998) D(SR) 1.000 ( 0.362)
|
|
Epoch: [16][1901/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000072 (0.000051) Content loss 0.123495 (0.116658) Adversarial loss 0.000000 (0.000013) D(HR) 1.000 ( 0.998) D(SR) 0.021 ( 0.375)
|
|
Epoch: [16][2001/2490] Time 0.217 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000049 (0.000051) Content loss 0.117053 (0.116689) Adversarial loss 0.000000 (0.000012) D(HR) 1.000 ( 0.998) D(SR) 0.051 ( 0.382)
|
|
Epoch: [16][2101/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000046 (0.000051) Content loss 0.117492 (0.116683) Adversarial loss 0.000000 (0.000012) D(HR) 1.000 ( 0.998) D(SR) 0.980 ( 0.396)
|
|
Epoch: [16][2201/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000060 (0.000051) Content loss 0.134040 (0.116705) Adversarial loss 0.000000 (0.000011) D(HR) 1.000 ( 0.998) D(SR) 0.096 ( 0.408)
|
|
Epoch: [16][2301/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000060 (0.000051) Content loss 0.103385 (0.116524) Adversarial loss 0.000000 (0.000011) D(HR) 1.000 ( 0.998) D(SR) 1.000 ( 0.425)
|
|
Epoch: [16][2401/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000032 (0.000051) Content loss 0.096544 (0.116478) Adversarial loss 0.000000 (0.000010) D(HR) 1.000 ( 0.998) D(SR) 1.000 ( 0.445)
|
|
Test: [1/5] Time 1.925 ( 1.925) PSNR 45.40 (45.40) SSIM 0.9836 (0.9836)
|
|
Test: [2/5] Time 1.877 ( 1.901) PSNR 50.08 (47.74) SSIM 0.9920 (0.9878)
|
|
Test: [3/5] Time 1.875 ( 1.892) PSNR 50.12 (48.53) SSIM 0.9921 (0.9892)
|
|
Test: [4/5] Time 1.243 ( 1.730) PSNR 45.64 (47.81) SSIM 0.9749 (0.9856)
|
|
Test: [5/5] Time 1.921 ( 1.768) PSNR 45.03 (47.25) SSIM 0.9816 (0.9848)
|
|
* Time 1.77 PSNR 47.25 SSIM 0.98
|
|
|
|
|
|
Epoch: [17][ 1/2490] Time 0.235 ( 0.235) Data 0.000 ( 0.000) Pixel loss 0.000040 (0.000040) Content loss 0.114217 (0.114217) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [17][ 101/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000044 (0.000047) Content loss 0.119714 (0.113315) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.955)
|
|
Epoch: [17][ 201/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000127 (0.000051) Content loss 0.120053 (0.115849) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.965)
|
|
Epoch: [17][ 301/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000025 (0.000050) Content loss 0.099138 (0.114765) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.974)
|
|
Epoch: [17][ 401/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000039 (0.000050) Content loss 0.071614 (0.116498) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.970)
|
|
Epoch: [17][ 501/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000047 (0.000050) Content loss 0.099476 (0.116067) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.969)
|
|
Epoch: [17][ 601/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000040 (0.000049) Content loss 0.125106 (0.115390) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.973)
|
|
Epoch: [17][ 701/2490] Time 0.211 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000053 (0.000050) Content loss 0.139604 (0.115154) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.977)
|
|
Epoch: [17][ 801/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000045 (0.000049) Content loss 0.116688 (0.114827) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.979)
|
|
Epoch: [17][ 901/2490] Time 0.216 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000043 (0.000048) Content loss 0.122375 (0.114954) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.981)
|
|
Epoch: [17][1001/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000039 (0.000048) Content loss 0.104833 (0.114927) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.983)
|
|
Epoch: [17][1101/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000054 (0.000048) Content loss 0.112731 (0.114708) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.985)
|
|
Epoch: [17][1201/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000048 (0.000048) Content loss 0.128929 (0.114567) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.986)
|
|
Epoch: [17][1301/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000038 (0.000049) Content loss 0.127408 (0.114693) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.987)
|
|
Epoch: [17][1401/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000045 (0.000049) Content loss 0.120378 (0.114692) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.988)
|
|
Epoch: [17][1501/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000053 (0.000049) Content loss 0.135762 (0.114500) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.988)
|
|
Epoch: [17][1601/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000050 (0.000049) Content loss 0.107821 (0.114321) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.989)
|
|
Epoch: [17][1701/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000061 (0.000049) Content loss 0.135217 (0.114207) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.999 ( 0.989)
|
|
Epoch: [17][1801/2490] Time 0.209 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000052 (0.000048) Content loss 0.096665 (0.114123) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.990)
|
|
Epoch: [17][1901/2490] Time 0.210 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000027 (0.000048) Content loss 0.094096 (0.114286) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.990)
|
|
Epoch: [17][2001/2490] Time 0.209 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000064 (0.000048) Content loss 0.134790 (0.114294) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.998) D(SR) 0.108 ( 0.957)
|
|
Epoch: [17][2101/2490] Time 0.209 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000048) Content loss 0.091325 (0.114096) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.998) D(SR) 0.598 ( 0.931)
|
|
Epoch: [17][2201/2490] Time 0.210 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000054 (0.000049) Content loss 0.098779 (0.114026) Adversarial loss 0.000000 (0.000000) D(HR) 0.987 ( 0.993) D(SR) 0.000 ( 0.890)
|
|
Epoch: [17][2301/2490] Time 0.214 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000049 (0.000048) Content loss 0.131785 (0.114034) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.991) D(SR) 0.000 ( 0.852)
|
|
Epoch: [17][2401/2490] Time 0.219 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000061 (0.000048) Content loss 0.133264 (0.114001) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.991) D(SR) 0.001 ( 0.817)
|
|
Test: [1/5] Time 1.926 ( 1.926) PSNR 43.09 (43.09) SSIM 0.9845 (0.9845)
|
|
Test: [2/5] Time 1.878 ( 1.902) PSNR 50.77 (46.93) SSIM 0.9924 (0.9885)
|
|
Test: [3/5] Time 1.875 ( 1.893) PSNR 50.78 (48.22) SSIM 0.9925 (0.9898)
|
|
Test: [4/5] Time 1.244 ( 1.731) PSNR 44.22 (47.22) SSIM 0.9761 (0.9864)
|
|
Test: [5/5] Time 1.922 ( 1.769) PSNR 43.12 (46.40) SSIM 0.9826 (0.9856)
|
|
* Time 1.77 PSNR 46.40 SSIM 0.99
|
|
|
|
|
|
Epoch: [18][ 1/2490] Time 0.258 ( 0.258) Data 0.000 ( 0.000) Pixel loss 0.000052 (0.000052) Content loss 0.133871 (0.133871) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [18][ 101/2490] Time 0.210 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000025 (0.000051) Content loss 0.094958 (0.112689) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.002)
|
|
Epoch: [18][ 201/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000039 (0.000050) Content loss 0.133580 (0.112128) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.001)
|
|
Epoch: [18][ 301/2490] Time 0.219 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000037 (0.000047) Content loss 0.114310 (0.112138) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.003)
|
|
Epoch: [18][ 401/2490] Time 0.216 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000071 (0.000048) Content loss 0.134348 (0.112933) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.018 ( 0.005)
|
|
Epoch: [18][ 501/2490] Time 0.217 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000034 (0.000047) Content loss 0.105064 (0.112858) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.006)
|
|
Epoch: [18][ 601/2490] Time 0.217 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000050 (0.000047) Content loss 0.126364 (0.112812) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.007 ( 0.014)
|
|
Epoch: [18][ 701/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000042 (0.000046) Content loss 0.095951 (0.112583) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.017)
|
|
Epoch: [18][ 801/2490] Time 0.211 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000055 (0.000046) Content loss 0.107975 (0.112543) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.962 ( 0.020)
|
|
Epoch: [18][ 901/2490] Time 0.217 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000060 (0.000046) Content loss 0.131669 (0.112666) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.018)
|
|
Epoch: [18][1001/2490] Time 0.216 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000043 (0.000046) Content loss 0.114938 (0.112449) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.020)
|
|
Epoch: [18][1101/2490] Time 0.218 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000033 (0.000045) Content loss 0.099103 (0.112474) Adversarial loss 0.000000 (0.000005) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.022)
|
|
Epoch: [18][1201/2490] Time 0.219 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000046 (0.000045) Content loss 0.101812 (0.112328) Adversarial loss 0.000000 (0.000005) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.020)
|
|
Epoch: [18][1301/2490] Time 0.218 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000036 (0.000045) Content loss 0.090830 (0.112063) Adversarial loss 0.000000 (0.000004) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.019)
|
|
Epoch: [18][1401/2490] Time 0.215 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000052 (0.000045) Content loss 0.125073 (0.112332) Adversarial loss 0.000000 (0.000004) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.017)
|
|
Epoch: [18][1501/2490] Time 0.217 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000047 (0.000046) Content loss 0.101009 (0.112393) Adversarial loss 0.000000 (0.000004) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.016)
|
|
Epoch: [18][1601/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000053 (0.000046) Content loss 0.115019 (0.112583) Adversarial loss 0.000000 (0.000004) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.015)
|
|
Epoch: [18][1701/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000052 (0.000046) Content loss 0.147822 (0.112648) Adversarial loss 0.000000 (0.000003) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.014)
|
|
Epoch: [18][1801/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000030 (0.000046) Content loss 0.092034 (0.112307) Adversarial loss 0.000000 (0.000003) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.013)
|
|
Epoch: [18][1901/2490] Time 0.213 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000041 (0.000046) Content loss 0.088550 (0.112436) Adversarial loss 0.000000 (0.000003) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.013)
|
|
Epoch: [18][2001/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000020 (0.000046) Content loss 0.074377 (0.112451) Adversarial loss 0.000000 (0.000003) D(HR) 1.000 ( 0.999) D(SR) 0.041 ( 0.012)
|
|
Epoch: [18][2101/2490] Time 0.211 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000043 (0.000046) Content loss 0.127773 (0.112613) Adversarial loss 0.000000 (0.000003) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.012)
|
|
Epoch: [18][2201/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000070 (0.000046) Content loss 0.130265 (0.112604) Adversarial loss 0.000000 (0.000003) D(HR) 1.000 ( 0.999) D(SR) 0.008 ( 0.011)
|
|
Epoch: [18][2301/2490] Time 0.215 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000034 (0.000046) Content loss 0.106191 (0.112668) Adversarial loss 0.000000 (0.000002) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.011)
|
|
Epoch: [18][2401/2490] Time 0.213 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000055 (0.000046) Content loss 0.130347 (0.112541) Adversarial loss 0.000000 (0.000002) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.011)
|
|
Test: [1/5] Time 1.926 ( 1.926) PSNR 45.22 (45.22) SSIM 0.9842 (0.9842)
|
|
Test: [2/5] Time 1.877 ( 1.901) PSNR 49.86 (47.54) SSIM 0.9921 (0.9881)
|
|
Test: [3/5] Time 1.875 ( 1.893) PSNR 49.94 (48.34) SSIM 0.9921 (0.9895)
|
|
Test: [4/5] Time 1.244 ( 1.730) PSNR 43.89 (47.22) SSIM 0.9757 (0.9860)
|
|
Test: [5/5] Time 1.922 ( 1.769) PSNR 45.14 (46.81) SSIM 0.9823 (0.9853)
|
|
* Time 1.77 PSNR 46.81 SSIM 0.99
|
|
|
|
|
|
Epoch: [19][ 1/2490] Time 0.292 ( 0.292) Data 0.000 ( 0.000) Pixel loss 0.000042 (0.000042) Content loss 0.107796 (0.107796) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [19][ 101/2490] Time 0.213 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000048 (0.000044) Content loss 0.150555 (0.112575) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.003)
|
|
Epoch: [19][ 201/2490] Time 0.216 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000033 (0.000047) Content loss 0.098536 (0.112278) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.998) D(SR) 0.000 ( 0.012)
|
|
Epoch: [19][ 301/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000042 (0.000046) Content loss 0.089536 (0.111728) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.998 ( 0.018)
|
|
Epoch: [19][ 401/2490] Time 0.211 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000050 (0.000046) Content loss 0.111878 (0.111100) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.016)
|
|
Epoch: [19][ 501/2490] Time 0.213 ( 0.214) Data 0.001 ( 0.000) Pixel loss 0.000054 (0.000046) Content loss 0.118765 (0.111362) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.018)
|
|
Epoch: [19][ 601/2490] Time 0.216 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000041 (0.000046) Content loss 0.127148 (0.111435) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.021)
|
|
Epoch: [19][ 701/2490] Time 0.220 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000057 (0.000046) Content loss 0.151881 (0.111109) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.019)
|
|
Epoch: [19][ 801/2490] Time 0.215 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000042 (0.000045) Content loss 0.099982 (0.111146) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.017)
|
|
Epoch: [19][ 901/2490] Time 0.216 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000046 (0.000044) Content loss 0.117354 (0.111049) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.015)
|
|
Epoch: [19][1001/2490] Time 0.211 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000040 (0.000045) Content loss 0.078376 (0.110925) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.018)
|
|
Epoch: [19][1101/2490] Time 0.210 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000041 (0.000046) Content loss 0.092113 (0.110810) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.020 ( 0.023)
|
|
Epoch: [19][1201/2490] Time 0.218 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000073 (0.000046) Content loss 0.117549 (0.110859) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.002 ( 0.024)
|
|
Epoch: [19][1301/2490] Time 0.210 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000053 (0.000046) Content loss 0.126642 (0.111218) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.025)
|
|
Epoch: [19][1401/2490] Time 0.217 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000042 (0.000046) Content loss 0.095195 (0.111317) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.028)
|
|
Epoch: [19][1501/2490] Time 0.213 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000044 (0.000047) Content loss 0.125919 (0.111484) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.030)
|
|
Epoch: [19][1601/2490] Time 0.214 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000038 (0.000046) Content loss 0.096254 (0.111502) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.003 ( 0.048)
|
|
Epoch: [19][1701/2490] Time 0.215 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000029 (0.000046) Content loss 0.109773 (0.111453) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.056)
|
|
Epoch: [19][1801/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000048 (0.000046) Content loss 0.110889 (0.111373) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.057)
|
|
Epoch: [19][1901/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000032 (0.000046) Content loss 0.105362 (0.111311) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.056)
|
|
Epoch: [19][2001/2490] Time 0.214 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000035 (0.000046) Content loss 0.083245 (0.111211) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.058)
|
|
Epoch: [19][2101/2490] Time 0.211 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000050 (0.000046) Content loss 0.135069 (0.111131) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.059)
|
|
Epoch: [19][2201/2490] Time 0.218 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000034 (0.000046) Content loss 0.111632 (0.110989) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.066 ( 0.060)
|
|
Epoch: [19][2301/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000065 (0.000046) Content loss 0.140815 (0.110867) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.059)
|
|
Epoch: [19][2401/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000045 (0.000046) Content loss 0.130529 (0.110796) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.909 ( 0.064)
|
|
Test: [1/5] Time 1.926 ( 1.926) PSNR 41.53 (41.53) SSIM 0.9838 (0.9838)
|
|
Test: [2/5] Time 1.878 ( 1.902) PSNR 48.39 (44.96) SSIM 0.9919 (0.9878)
|
|
Test: [3/5] Time 1.876 ( 1.893) PSNR 48.42 (46.11) SSIM 0.9920 (0.9892)
|
|
Test: [4/5] Time 1.244 ( 1.731) PSNR 44.13 (45.62) SSIM 0.9748 (0.9856)
|
|
Test: [5/5] Time 1.921 ( 1.769) PSNR 41.39 (44.77) SSIM 0.9818 (0.9849)
|
|
* Time 1.77 PSNR 44.77 SSIM 0.98
|
|
|
|
|
|
Epoch: [20][ 1/2490] Time 0.290 ( 0.290) Data 0.000 ( 0.000) Pixel loss 0.000049 (0.000049) Content loss 0.115890 (0.115890) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.999 ( 0.999)
|
|
Epoch: [20][ 101/2490] Time 0.218 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000051 (0.000042) Content loss 0.123749 (0.110660) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.183)
|
|
Epoch: [20][ 201/2490] Time 0.216 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000050 (0.000041) Content loss 0.133500 (0.109092) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.150)
|
|
Epoch: [20][ 301/2490] Time 0.212 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000022 (0.000041) Content loss 0.075456 (0.108612) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.154)
|
|
Epoch: [20][ 401/2490] Time 0.256 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000045 (0.000042) Content loss 0.085719 (0.108991) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.117 ( 0.149)
|
|
Epoch: [20][ 501/2490] Time 0.208 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000048 (0.000042) Content loss 0.083426 (0.108678) Adversarial loss 0.000000 (0.000005) D(HR) 0.069 ( 0.980) D(SR) 0.000 ( 0.143)
|
|
Epoch: [20][ 601/2490] Time 0.211 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000051 (0.000042) Content loss 0.151107 (0.108577) Adversarial loss 0.000000 (0.000004) D(HR) 1.000 ( 0.977) D(SR) 0.981 ( 0.183)
|
|
Epoch: [20][ 701/2490] Time 0.211 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000034 (0.000043) Content loss 0.090219 (0.109138) Adversarial loss 0.000000 (0.000006) D(HR) 1.000 ( 0.979) D(SR) 0.000 ( 0.229)
|
|
Epoch: [20][ 801/2490] Time 0.211 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000040 (0.000043) Content loss 0.099089 (0.109174) Adversarial loss 0.000000 (0.000006) D(HR) 0.993 ( 0.939) D(SR) 0.000 ( 0.200)
|
|
Epoch: [20][ 901/2490] Time 0.209 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000058 (0.000044) Content loss 0.121845 (0.109651) Adversarial loss 0.000000 (0.000005) D(HR) 1.000 ( 0.941) D(SR) 0.338 ( 0.198)
|
|
Epoch: [20][1001/2490] Time 0.209 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000087 (0.000044) Content loss 0.118073 (0.109207) Adversarial loss 0.000000 (0.000005) D(HR) 1.000 ( 0.947) D(SR) 0.013 ( 0.244)
|
|
Epoch: [20][1101/2490] Time 0.219 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000035 (0.000044) Content loss 0.124468 (0.108900) Adversarial loss 0.000000 (0.000004) D(HR) 1.000 ( 0.952) D(SR) 0.775 ( 0.268)
|
|
Epoch: [20][1201/2490] Time 0.252 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000044 (0.000044) Content loss 0.114279 (0.109200) Adversarial loss 0.000000 (0.000004) D(HR) 1.000 ( 0.956) D(SR) 0.933 ( 0.298)
|
|
Epoch: [20][1301/2490] Time 0.208 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000032 (0.000044) Content loss 0.103132 (0.109249) Adversarial loss 0.000000 (0.000004) D(HR) 1.000 ( 0.959) D(SR) 0.893 ( 0.328)
|
|
Epoch: [20][1401/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000041 (0.000044) Content loss 0.111427 (0.109172) Adversarial loss 0.000000 (0.000003) D(HR) 1.000 ( 0.962) D(SR) 0.007 ( 0.343)
|
|
Epoch: [20][1501/2490] Time 0.211 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000058 (0.000044) Content loss 0.107783 (0.109252) Adversarial loss 0.000000 (0.000003) D(HR) 1.000 ( 0.965) D(SR) 0.000 ( 0.331)
|
|
Epoch: [20][1601/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000047 (0.000044) Content loss 0.118202 (0.109044) Adversarial loss 0.000000 (0.000003) D(HR) 1.000 ( 0.967) D(SR) 0.000 ( 0.320)
|
|
Epoch: [20][1701/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000040 (0.000044) Content loss 0.135426 (0.109252) Adversarial loss 0.000000 (0.000003) D(HR) 1.000 ( 0.969) D(SR) 0.000 ( 0.313)
|
|
Epoch: [20][1801/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000065 (0.000044) Content loss 0.094176 (0.109214) Adversarial loss 0.000000 (0.000003) D(HR) 1.000 ( 0.971) D(SR) 0.075 ( 0.306)
|
|
Epoch: [20][1901/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000043 (0.000044) Content loss 0.126583 (0.109055) Adversarial loss 0.000000 (0.000002) D(HR) 1.000 ( 0.972) D(SR) 0.000 ( 0.299)
|
|
Epoch: [20][2001/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000050 (0.000044) Content loss 0.118720 (0.109047) Adversarial loss 0.000000 (0.000002) D(HR) 1.000 ( 0.973) D(SR) 0.000 ( 0.288)
|
|
Epoch: [20][2101/2490] Time 0.219 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000040 (0.000044) Content loss 0.119063 (0.109125) Adversarial loss 0.000000 (0.000002) D(HR) 1.000 ( 0.975) D(SR) 0.056 ( 0.285)
|
|
Epoch: [20][2201/2490] Time 0.217 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000021 (0.000044) Content loss 0.094865 (0.109024) Adversarial loss 0.000000 (0.000002) D(HR) 1.000 ( 0.976) D(SR) 0.282 ( 0.284)
|
|
Epoch: [20][2301/2490] Time 0.215 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000068 (0.000044) Content loss 0.121738 (0.108989) Adversarial loss 0.000000 (0.000002) D(HR) 1.000 ( 0.977) D(SR) 1.000 ( 0.305)
|
|
Epoch: [20][2401/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000028 (0.000044) Content loss 0.090041 (0.109018) Adversarial loss 0.000000 (0.000012) D(HR) 1.000 ( 0.978) D(SR) 0.000 ( 0.310)
|
|
Test: [1/5] Time 1.925 ( 1.925) PSNR 47.06 (47.06) SSIM 0.9843 (0.9843)
|
|
Test: [2/5] Time 1.877 ( 1.901) PSNR 50.13 (48.60) SSIM 0.9922 (0.9883)
|
|
Test: [3/5] Time 1.876 ( 1.893) PSNR 50.15 (49.12) SSIM 0.9923 (0.9896)
|
|
Test: [4/5] Time 1.244 ( 1.731) PSNR 45.88 (48.31) SSIM 0.9756 (0.9861)
|
|
Test: [5/5] Time 1.922 ( 1.769) PSNR 46.71 (47.99) SSIM 0.9824 (0.9854)
|
|
* Time 1.77 PSNR 47.99 SSIM 0.99
|
|
|
|
|
|
Epoch: [21][ 1/2490] Time 0.296 ( 0.296) Data 0.000 ( 0.000) Pixel loss 0.000028 (0.000028) Content loss 0.087779 (0.087779) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [21][ 101/2490] Time 0.215 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000074 (0.000048) Content loss 0.100193 (0.106780) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.033)
|
|
Epoch: [21][ 201/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000035 (0.000046) Content loss 0.120284 (0.107101) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.054)
|
|
Epoch: [21][ 301/2490] Time 0.212 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000047 (0.000048) Content loss 0.156515 (0.108650) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.080)
|
|
Epoch: [21][ 401/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000039 (0.000047) Content loss 0.115131 (0.108383) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.089)
|
|
Epoch: [21][ 501/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000036 (0.000048) Content loss 0.106976 (0.109265) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.091)
|
|
Epoch: [21][ 601/2490] Time 0.211 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000042 (0.000048) Content loss 0.104053 (0.109056) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.099)
|
|
Epoch: [21][ 701/2490] Time 0.218 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000050 (0.000047) Content loss 0.129430 (0.108936) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.097)
|
|
Epoch: [21][ 801/2490] Time 0.215 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000044 (0.000047) Content loss 0.117412 (0.108971) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.101)
|
|
Epoch: [21][ 901/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000036 (0.000047) Content loss 0.111441 (0.108876) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.070 ( 0.113)
|
|
Epoch: [21][1001/2490] Time 0.215 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000029 (0.000046) Content loss 0.096111 (0.108616) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.146 ( 0.123)
|
|
Epoch: [21][1101/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000103 (0.000046) Content loss 0.130751 (0.108341) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.013 ( 0.153)
|
|
Epoch: [21][1201/2490] Time 0.216 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000043 (0.000045) Content loss 0.106982 (0.108182) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.007 ( 0.163)
|
|
Epoch: [21][1301/2490] Time 0.219 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000057 (0.000045) Content loss 0.121735 (0.108360) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.002 ( 0.166)
|
|
Epoch: [21][1401/2490] Time 0.218 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000029 (0.000045) Content loss 0.094281 (0.108344) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.177)
|
|
Epoch: [21][1501/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000056 (0.000045) Content loss 0.116433 (0.108181) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.003 ( 0.177)
|
|
Epoch: [21][1601/2490] Time 0.219 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000037 (0.000045) Content loss 0.110781 (0.108231) Adversarial loss 0.000000 (0.000000) D(HR) 0.996 ( 0.974) D(SR) 0.000 ( 0.171)
|
|
Epoch: [21][1701/2490] Time 0.219 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000041 (0.000044) Content loss 0.114054 (0.108155) Adversarial loss 0.000000 (0.000000) D(HR) 0.990 ( 0.946) D(SR) 0.000 ( 0.162)
|
|
Epoch: [21][1801/2490] Time 0.215 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000036 (0.000044) Content loss 0.109519 (0.108001) Adversarial loss 0.000000 (0.000000) D(HR) 0.990 ( 0.932) D(SR) 0.000 ( 0.153)
|
|
Epoch: [21][1901/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000044) Content loss 0.068891 (0.107847) Adversarial loss 0.000000 (0.000000) D(HR) 0.226 ( 0.923) D(SR) 0.000 ( 0.147)
|
|
Epoch: [21][2001/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000047 (0.000044) Content loss 0.083930 (0.107750) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.902) D(SR) 0.000 ( 0.140)
|
|
Epoch: [21][2101/2490] Time 0.211 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000042 (0.000044) Content loss 0.092945 (0.107744) Adversarial loss 0.000000 (0.000000) D(HR) 0.715 ( 0.874) D(SR) 0.000 ( 0.134)
|
|
Epoch: [21][2201/2490] Time 0.219 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000035 (0.000044) Content loss 0.115840 (0.107610) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.850) D(SR) 0.000 ( 0.128)
|
|
Epoch: [21][2301/2490] Time 0.217 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000039 (0.000044) Content loss 0.116394 (0.107566) Adversarial loss 0.000000 (0.000000) D(HR) 0.412 ( 0.834) D(SR) 0.000 ( 0.122)
|
|
Epoch: [21][2401/2490] Time 0.217 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000033 (0.000044) Content loss 0.109868 (0.107585) Adversarial loss 0.000000 (0.000000) D(HR) 0.942 ( 0.816) D(SR) 0.000 ( 0.117)
|
|
Test: [1/5] Time 1.926 ( 1.926) PSNR 47.67 (47.67) SSIM 0.9844 (0.9844)
|
|
Test: [2/5] Time 1.877 ( 1.902) PSNR 50.63 (49.15) SSIM 0.9923 (0.9884)
|
|
Test: [3/5] Time 1.876 ( 1.893) PSNR 50.67 (49.66) SSIM 0.9924 (0.9897)
|
|
Test: [4/5] Time 1.244 ( 1.731) PSNR 45.97 (48.74) SSIM 0.9758 (0.9862)
|
|
Test: [5/5] Time 1.922 ( 1.769) PSNR 47.10 (48.41) SSIM 0.9825 (0.9855)
|
|
* Time 1.77 PSNR 48.41 SSIM 0.99
|
|
|
|
|
|
Epoch: [22][ 1/2490] Time 0.254 ( 0.254) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000026) Content loss 0.090721 (0.090721) Adversarial loss 0.000000 (0.000000) D(HR) 0.164 ( 0.164) D(SR) 0.000 ( 0.000)
|
|
Epoch: [22][ 101/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000032 (0.000042) Content loss 0.093250 (0.105951) Adversarial loss 0.000000 (0.000000) D(HR) 0.104 ( 0.449) D(SR) 0.000 ( 0.000)
|
|
Epoch: [22][ 201/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000070 (0.000041) Content loss 0.139789 (0.105882) Adversarial loss 0.000000 (0.000000) D(HR) 0.930 ( 0.444) D(SR) 0.000 ( 0.007)
|
|
Epoch: [22][ 301/2490] Time 0.216 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000045 (0.000042) Content loss 0.109313 (0.105503) Adversarial loss 0.000000 (0.000000) D(HR) 0.002 ( 0.436) D(SR) 0.000 ( 0.005)
|
|
Epoch: [22][ 401/2490] Time 0.214 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000034 (0.000042) Content loss 0.087406 (0.105643) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.482) D(SR) 0.000 ( 0.004)
|
|
Epoch: [22][ 501/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000060 (0.000043) Content loss 0.099310 (0.105953) Adversarial loss 0.000000 (0.000000) D(HR) 0.184 ( 0.518) D(SR) 0.000 ( 0.004)
|
|
Epoch: [22][ 601/2490] Time 0.217 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000041 (0.000044) Content loss 0.135642 (0.106429) Adversarial loss 0.000000 (0.000000) D(HR) 0.933 ( 0.542) D(SR) 0.000 ( 0.004)
|
|
Epoch: [22][ 701/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000069 (0.000044) Content loss 0.128151 (0.106448) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.562) D(SR) 0.000 ( 0.006)
|
|
Epoch: [22][ 801/2490] Time 0.218 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000044 (0.000044) Content loss 0.123846 (0.106447) Adversarial loss 0.000000 (0.000000) D(HR) 0.956 ( 0.583) D(SR) 0.000 ( 0.008)
|
|
Epoch: [22][ 901/2490] Time 0.219 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000048 (0.000043) Content loss 0.127438 (0.106102) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.599) D(SR) 0.000 ( 0.007)
|
|
Epoch: [22][1001/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000041 (0.000043) Content loss 0.098527 (0.106020) Adversarial loss 0.000000 (0.000000) D(HR) 0.870 ( 0.618) D(SR) 0.000 ( 0.006)
|
|
Epoch: [22][1101/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000035 (0.000043) Content loss 0.104675 (0.106018) Adversarial loss 0.000000 (0.000000) D(HR) 0.278 ( 0.624) D(SR) 0.000 ( 0.006)
|
|
Epoch: [22][1201/2490] Time 0.218 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000044 (0.000043) Content loss 0.096060 (0.106187) Adversarial loss 0.000000 (0.000000) D(HR) 0.999 ( 0.636) D(SR) 0.000 ( 0.005)
|
|
Epoch: [22][1301/2490] Time 0.211 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000038 (0.000043) Content loss 0.122588 (0.106164) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.641) D(SR) 0.000 ( 0.006)
|
|
Epoch: [22][1401/2490] Time 0.212 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000031 (0.000043) Content loss 0.098406 (0.106365) Adversarial loss 0.000000 (0.000000) D(HR) 0.994 ( 0.649) D(SR) 0.000 ( 0.006)
|
|
Epoch: [22][1501/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000041 (0.000043) Content loss 0.104117 (0.106308) Adversarial loss 0.000000 (0.000000) D(HR) 0.202 ( 0.651) D(SR) 0.000 ( 0.007)
|
|
Epoch: [22][1601/2490] Time 0.211 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000050 (0.000043) Content loss 0.130683 (0.106135) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.650) D(SR) 0.000 ( 0.007)
|
|
Epoch: [22][1701/2490] Time 0.223 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000045 (0.000043) Content loss 0.129537 (0.106007) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.652) D(SR) 0.000 ( 0.006)
|
|
Epoch: [22][1801/2490] Time 0.215 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000031 (0.000043) Content loss 0.104578 (0.106114) Adversarial loss 0.000000 (0.000000) D(HR) 0.233 ( 0.655) D(SR) 0.000 ( 0.006)
|
|
Epoch: [22][1901/2490] Time 0.211 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000037 (0.000044) Content loss 0.094430 (0.106157) Adversarial loss 0.000000 (0.000000) D(HR) 0.128 ( 0.658) D(SR) 0.000 ( 0.006)
|
|
Epoch: [22][2001/2490] Time 0.211 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000042 (0.000043) Content loss 0.118678 (0.106108) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.664) D(SR) 0.004 ( 0.008)
|
|
Epoch: [22][2101/2490] Time 0.211 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000044 (0.000043) Content loss 0.105924 (0.105926) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.677) D(SR) 0.998 ( 0.026)
|
|
Epoch: [22][2201/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000053 (0.000043) Content loss 0.115135 (0.105852) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.692) D(SR) 0.000 ( 0.045)
|
|
Epoch: [22][2301/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000040 (0.000043) Content loss 0.084761 (0.105808) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.706) D(SR) 0.987 ( 0.067)
|
|
Epoch: [22][2401/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000037 (0.000043) Content loss 0.106371 (0.105759) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.718) D(SR) 0.869 ( 0.087)
|
|
Test: [1/5] Time 1.926 ( 1.926) PSNR 47.06 (47.06) SSIM 0.9836 (0.9836)
|
|
Test: [2/5] Time 1.877 ( 1.902) PSNR 50.37 (48.72) SSIM 0.9920 (0.9878)
|
|
Test: [3/5] Time 1.876 ( 1.893) PSNR 50.37 (49.27) SSIM 0.9921 (0.9892)
|
|
Test: [4/5] Time 1.244 ( 1.731) PSNR 45.72 (48.38) SSIM 0.9751 (0.9857)
|
|
Test: [5/5] Time 1.922 ( 1.769) PSNR 46.60 (48.02) SSIM 0.9817 (0.9849)
|
|
* Time 1.77 PSNR 48.02 SSIM 0.98
|
|
|
|
|
|
Epoch: [23][ 1/2490] Time 0.306 ( 0.306) Data 0.000 ( 0.000) Pixel loss 0.000027 (0.000027) Content loss 0.087305 (0.087305) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.956 ( 0.956)
|
|
Epoch: [23][ 101/2490] Time 0.211 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000036 (0.000037) Content loss 0.093760 (0.101744) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.898 ( 0.553)
|
|
Epoch: [23][ 201/2490] Time 0.212 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000037 (0.000043) Content loss 0.100277 (0.102519) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.590)
|
|
Epoch: [23][ 301/2490] Time 0.216 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000042 (0.000042) Content loss 0.129572 (0.103336) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.007 ( 0.590)
|
|
Epoch: [23][ 401/2490] Time 0.221 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000038 (0.000042) Content loss 0.107548 (0.103806) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.149 ( 0.559)
|
|
Epoch: [23][ 501/2490] Time 0.211 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000035 (0.000044) Content loss 0.077613 (0.103920) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.989 ( 0.541)
|
|
Epoch: [23][ 601/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000033 (0.000043) Content loss 0.106665 (0.104138) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.636 ( 0.541)
|
|
Epoch: [23][ 701/2490] Time 0.211 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000034 (0.000044) Content loss 0.105481 (0.105206) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.001 ( 0.540)
|
|
Epoch: [23][ 801/2490] Time 0.216 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000036 (0.000044) Content loss 0.119813 (0.104793) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.971 ( 0.534)
|
|
Epoch: [23][ 901/2490] Time 0.293 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000039 (0.000044) Content loss 0.118730 (0.104793) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.001 ( 0.526)
|
|
Epoch: [23][1001/2490] Time 0.221 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000021 (0.000043) Content loss 0.081163 (0.104366) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.526)
|
|
Epoch: [23][1101/2490] Time 0.210 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000046 (0.000043) Content loss 0.085144 (0.104180) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.537)
|
|
Epoch: [23][1201/2490] Time 0.217 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000037 (0.000043) Content loss 0.084629 (0.104261) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.985 ( 0.537)
|
|
Epoch: [23][1301/2490] Time 0.220 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000038 (0.000042) Content loss 0.098829 (0.104130) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.978 ( 0.536)
|
|
Epoch: [23][1401/2490] Time 0.220 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000032 (0.000042) Content loss 0.086094 (0.104104) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.032 ( 0.533)
|
|
Epoch: [23][1501/2490] Time 0.211 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000036 (0.000042) Content loss 0.108383 (0.104015) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.994 ( 0.536)
|
|
Epoch: [23][1601/2490] Time 0.211 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000054 (0.000042) Content loss 0.123310 (0.104047) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.535)
|
|
Epoch: [23][1701/2490] Time 0.210 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000039 (0.000042) Content loss 0.107165 (0.103884) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.174 ( 0.530)
|
|
Epoch: [23][1801/2490] Time 0.217 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000051 (0.000042) Content loss 0.122240 (0.103727) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.014 ( 0.525)
|
|
Epoch: [23][1901/2490] Time 0.218 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000041) Content loss 0.071735 (0.103595) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.517)
|
|
Epoch: [23][2001/2490] Time 0.221 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000034 (0.000042) Content loss 0.108982 (0.103586) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.253 ( 0.519)
|
|
Epoch: [23][2101/2490] Time 0.217 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000043 (0.000041) Content loss 0.118601 (0.103592) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.003 ( 0.519)
|
|
Epoch: [23][2201/2490] Time 0.219 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000050 (0.000041) Content loss 0.125250 (0.103445) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.510)
|
|
Epoch: [23][2301/2490] Time 0.209 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000027 (0.000041) Content loss 0.103505 (0.103464) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.498)
|
|
Epoch: [23][2401/2490] Time 0.219 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000042 (0.000041) Content loss 0.116415 (0.103579) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.004 ( 0.489)
|
|
Test: [1/5] Time 1.926 ( 1.926) PSNR 44.87 (44.87) SSIM 0.9830 (0.9830)
|
|
Test: [2/5] Time 1.878 ( 1.902) PSNR 49.28 (47.08) SSIM 0.9919 (0.9874)
|
|
Test: [3/5] Time 1.875 ( 1.893) PSNR 49.32 (47.83) SSIM 0.9920 (0.9889)
|
|
Test: [4/5] Time 1.244 ( 1.731) PSNR 45.34 (47.20) SSIM 0.9742 (0.9853)
|
|
Test: [5/5] Time 1.922 ( 1.769) PSNR 44.48 (46.66) SSIM 0.9810 (0.9844)
|
|
* Time 1.77 PSNR 46.66 SSIM 0.98
|
|
|
|
|
|
Epoch: [24][ 1/2490] Time 0.298 ( 0.298) Data 0.000 ( 0.000) Pixel loss 0.000034 (0.000034) Content loss 0.089065 (0.089065) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.941 ( 0.941)
|
|
Epoch: [24][ 101/2490] Time 0.217 ( 0.220) Data 0.000 ( 0.000) Pixel loss 0.000037 (0.000041) Content loss 0.093238 (0.102343) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.999 ( 0.458)
|
|
Epoch: [24][ 201/2490] Time 0.217 ( 0.218) Data 0.000 ( 0.000) Pixel loss 0.000069 (0.000041) Content loss 0.129888 (0.101447) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.003 ( 0.426)
|
|
Epoch: [24][ 301/2490] Time 0.211 ( 0.217) Data 0.000 ( 0.000) Pixel loss 0.000075 (0.000040) Content loss 0.117567 (0.100897) Adversarial loss 0.000000 (0.000000) D(HR) 0.531 ( 0.977) D(SR) 0.000 ( 0.307)
|
|
Epoch: [24][ 401/2490] Time 0.210 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000032 (0.000042) Content loss 0.128074 (0.101973) Adversarial loss 0.000000 (0.000000) D(HR) 0.337 ( 0.972) D(SR) 0.000 ( 0.237)
|
|
Epoch: [24][ 501/2490] Time 0.220 ( 0.221) Data 0.000 ( 0.000) Pixel loss 0.000058 (0.000042) Content loss 0.119464 (0.102357) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.970) D(SR) 0.000 ( 0.201)
|
|
Epoch: [24][ 601/2490] Time 0.210 ( 0.220) Data 0.000 ( 0.000) Pixel loss 0.000043 (0.000042) Content loss 0.125956 (0.102504) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.974) D(SR) 0.000 ( 0.179)
|
|
Epoch: [24][ 701/2490] Time 0.215 ( 0.219) Data 0.000 ( 0.000) Pixel loss 0.000031 (0.000041) Content loss 0.108820 (0.102268) Adversarial loss 0.000000 (0.000000) D(HR) 0.999 ( 0.977) D(SR) 0.000 ( 0.172)
|
|
Epoch: [24][ 801/2490] Time 0.217 ( 0.218) Data 0.000 ( 0.000) Pixel loss 0.000040 (0.000042) Content loss 0.104628 (0.102796) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.980) D(SR) 0.004 ( 0.167)
|
|
Epoch: [24][ 901/2490] Time 0.218 ( 0.218) Data 0.000 ( 0.000) Pixel loss 0.000037 (0.000041) Content loss 0.102060 (0.102697) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.982) D(SR) 0.003 ( 0.196)
|
|
Epoch: [24][1001/2490] Time 0.217 ( 0.218) Data 0.000 ( 0.000) Pixel loss 0.000060 (0.000042) Content loss 0.137330 (0.102537) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.983) D(SR) 0.994 ( 0.262)
|
|
Epoch: [24][1101/2490] Time 0.217 ( 0.217) Data 0.000 ( 0.000) Pixel loss 0.000053 (0.000041) Content loss 0.111610 (0.102214) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.985) D(SR) 0.986 ( 0.315)
|
|
Epoch: [24][1201/2490] Time 0.216 ( 0.217) Data 0.000 ( 0.000) Pixel loss 0.000031 (0.000041) Content loss 0.113546 (0.102072) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.986) D(SR) 1.000 ( 0.362)
|
|
Epoch: [24][1301/2490] Time 0.210 ( 0.217) Data 0.000 ( 0.000) Pixel loss 0.000040 (0.000042) Content loss 0.133663 (0.102159) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 1.000 ( 0.407)
|
|
Epoch: [24][1401/2490] Time 0.211 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000041 (0.000042) Content loss 0.099183 (0.102027) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.988) D(SR) 1.000 ( 0.432)
|
|
Epoch: [24][1501/2490] Time 0.209 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000038 (0.000041) Content loss 0.096573 (0.101740) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.989) D(SR) 1.000 ( 0.451)
|
|
Epoch: [24][1601/2490] Time 0.210 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000036 (0.000041) Content loss 0.109639 (0.101711) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.990) D(SR) 0.004 ( 0.475)
|
|
Epoch: [24][1701/2490] Time 0.219 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000029 (0.000041) Content loss 0.092317 (0.101712) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.990) D(SR) 1.000 ( 0.492)
|
|
Epoch: [24][1801/2490] Time 0.217 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000035 (0.000041) Content loss 0.114295 (0.101630) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.991) D(SR) 0.000 ( 0.499)
|
|
Epoch: [24][1901/2490] Time 0.208 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000053 (0.000041) Content loss 0.110935 (0.101600) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.991) D(SR) 0.003 ( 0.486)
|
|
Epoch: [24][2001/2490] Time 0.209 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000058 (0.000041) Content loss 0.103711 (0.101500) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.992) D(SR) 0.000 ( 0.476)
|
|
Epoch: [24][2101/2490] Time 0.216 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000040 (0.000041) Content loss 0.098003 (0.101508) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.992) D(SR) 0.002 ( 0.461)
|
|
Epoch: [24][2201/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000060 (0.000041) Content loss 0.113067 (0.101395) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.992) D(SR) 0.000 ( 0.447)
|
|
Epoch: [24][2301/2490] Time 0.209 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000042) Content loss 0.111685 (0.101451) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.993) D(SR) 1.000 ( 0.438)
|
|
Epoch: [24][2401/2490] Time 0.217 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000052 (0.000042) Content loss 0.107805 (0.101425) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.993) D(SR) 0.083 ( 0.427)
|
|
Test: [1/5] Time 1.926 ( 1.926) PSNR 45.66 (45.66) SSIM 0.9835 (0.9835)
|
|
Test: [2/5] Time 1.878 ( 1.902) PSNR 50.17 (47.92) SSIM 0.9919 (0.9877)
|
|
Test: [3/5] Time 1.876 ( 1.893) PSNR 50.22 (48.68) SSIM 0.9920 (0.9891)
|
|
Test: [4/5] Time 1.244 ( 1.731) PSNR 45.71 (47.94) SSIM 0.9748 (0.9855)
|
|
Test: [5/5] Time 1.922 ( 1.769) PSNR 45.22 (47.40) SSIM 0.9817 (0.9848)
|
|
* Time 1.77 PSNR 47.40 SSIM 0.98
|
|
|
|
|
|
Epoch: [25][ 1/2490] Time 0.315 ( 0.315) Data 0.000 ( 0.000) Pixel loss 0.000042 (0.000042) Content loss 0.113692 (0.113692) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.999 ( 0.999)
|
|
Epoch: [25][ 101/2490] Time 0.210 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000032 (0.000036) Content loss 0.088193 (0.098478) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.014 ( 0.170)
|
|
Epoch: [25][ 201/2490] Time 0.219 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000027 (0.000036) Content loss 0.072977 (0.097615) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.071 ( 0.199)
|
|
Epoch: [25][ 301/2490] Time 0.219 ( 0.225) Data 0.000 ( 0.000) Pixel loss 0.000048 (0.000037) Content loss 0.112635 (0.098268) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.001 ( 0.194)
|
|
Epoch: [25][ 401/2490] Time 0.218 ( 0.223) Data 0.000 ( 0.000) Pixel loss 0.000051 (0.000039) Content loss 0.101810 (0.099212) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.195)
|
|
Epoch: [25][ 501/2490] Time 0.212 ( 0.222) Data 0.000 ( 0.000) Pixel loss 0.000038 (0.000039) Content loss 0.104962 (0.098648) Adversarial loss 0.000000 (0.000000) D(HR) 0.003 ( 0.961) D(SR) 0.000 ( 0.219)
|
|
Epoch: [25][ 601/2490] Time 0.221 ( 0.221) Data 0.000 ( 0.000) Pixel loss 0.000033 (0.000038) Content loss 0.097692 (0.098639) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.898) D(SR) 0.000 ( 0.183)
|
|
Epoch: [25][ 701/2490] Time 0.220 ( 0.220) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000038) Content loss 0.079259 (0.098939) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.873) D(SR) 1.000 ( 0.178)
|
|
Epoch: [25][ 801/2490] Time 0.223 ( 0.220) Data 0.000 ( 0.000) Pixel loss 0.000033 (0.000038) Content loss 0.085520 (0.098670) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.889) D(SR) 1.000 ( 0.280)
|
|
Epoch: [25][ 901/2490] Time 0.211 ( 0.220) Data 0.000 ( 0.000) Pixel loss 0.000040 (0.000038) Content loss 0.085816 (0.098972) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.901) D(SR) 0.986 ( 0.359)
|
|
Epoch: [25][1001/2490] Time 0.211 ( 0.219) Data 0.000 ( 0.000) Pixel loss 0.000048 (0.000038) Content loss 0.103864 (0.099231) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.911) D(SR) 0.000 ( 0.351)
|
|
Epoch: [25][1101/2490] Time 0.209 ( 0.219) Data 0.000 ( 0.000) Pixel loss 0.000033 (0.000039) Content loss 0.096212 (0.099371) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.919) D(SR) 1.000 ( 0.376)
|
|
Epoch: [25][1201/2490] Time 0.218 ( 0.219) Data 0.000 ( 0.000) Pixel loss 0.000037 (0.000039) Content loss 0.080318 (0.099327) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.926) D(SR) 0.927 ( 0.404)
|
|
Epoch: [25][1301/2490] Time 0.209 ( 0.218) Data 0.000 ( 0.000) Pixel loss 0.000041 (0.000039) Content loss 0.087224 (0.099471) Adversarial loss 0.000000 (0.000018) D(HR) 1.000 ( 0.932) D(SR) 0.000 ( 0.410)
|
|
Epoch: [25][1401/2490] Time 0.210 ( 0.218) Data 0.000 ( 0.000) Pixel loss 0.000038 (0.000040) Content loss 0.115112 (0.099555) Adversarial loss 0.000000 (0.000030) D(HR) 1.000 ( 0.932) D(SR) 0.000 ( 0.383)
|
|
Epoch: [25][1501/2490] Time 0.210 ( 0.218) Data 0.000 ( 0.000) Pixel loss 0.000041 (0.000040) Content loss 0.101130 (0.099447) Adversarial loss 0.000000 (0.000028) D(HR) 1.000 ( 0.930) D(SR) 0.000 ( 0.359)
|
|
Epoch: [25][1601/2490] Time 0.212 ( 0.218) Data 0.000 ( 0.000) Pixel loss 0.000025 (0.000040) Content loss 0.063396 (0.099460) Adversarial loss 0.000000 (0.000026) D(HR) 1.000 ( 0.926) D(SR) 0.000 ( 0.343)
|
|
Epoch: [25][1701/2490] Time 0.219 ( 0.218) Data 0.000 ( 0.000) Pixel loss 0.000042 (0.000040) Content loss 0.106650 (0.099485) Adversarial loss 0.000000 (0.000025) D(HR) 1.000 ( 0.925) D(SR) 0.999 ( 0.354)
|
|
Epoch: [25][1801/2490] Time 0.213 ( 0.218) Data 0.000 ( 0.000) Pixel loss 0.000049 (0.000040) Content loss 0.109554 (0.099377) Adversarial loss 0.000000 (0.000024) D(HR) 1.000 ( 0.929) D(SR) 1.000 ( 0.383)
|
|
Epoch: [25][1901/2490] Time 0.218 ( 0.217) Data 0.000 ( 0.000) Pixel loss 0.000032 (0.000040) Content loss 0.100742 (0.099393) Adversarial loss 0.000000 (0.000022) D(HR) 1.000 ( 0.933) D(SR) 1.000 ( 0.411)
|
|
Epoch: [25][2001/2490] Time 0.217 ( 0.217) Data 0.000 ( 0.000) Pixel loss 0.000051 (0.000040) Content loss 0.110614 (0.099470) Adversarial loss 0.000000 (0.000021) D(HR) 1.000 ( 0.936) D(SR) 0.060 ( 0.429)
|
|
Epoch: [25][2101/2490] Time 0.257 ( 0.217) Data 0.001 ( 0.000) Pixel loss 0.000034 (0.000040) Content loss 0.108155 (0.099314) Adversarial loss 0.000000 (0.000020) D(HR) 1.000 ( 0.939) D(SR) 1.000 ( 0.446)
|
|
Epoch: [25][2201/2490] Time 0.210 ( 0.217) Data 0.000 ( 0.000) Pixel loss 0.000031 (0.000040) Content loss 0.091252 (0.099330) Adversarial loss 0.000000 (0.000019) D(HR) 1.000 ( 0.942) D(SR) 1.000 ( 0.462)
|
|
Epoch: [25][2301/2490] Time 0.217 ( 0.217) Data 0.000 ( 0.000) Pixel loss 0.000029 (0.000040) Content loss 0.102310 (0.099269) Adversarial loss 0.000000 (0.000018) D(HR) 1.000 ( 0.945) D(SR) 0.058 ( 0.477)
|
|
Epoch: [25][2401/2490] Time 0.216 ( 0.217) Data 0.000 ( 0.000) Pixel loss 0.000027 (0.000040) Content loss 0.098165 (0.099197) Adversarial loss 0.000000 (0.000018) D(HR) 1.000 ( 0.947) D(SR) 1.000 ( 0.494)
|
|
Test: [1/5] Time 1.925 ( 1.925) PSNR 45.88 (45.88) SSIM 0.9832 (0.9832)
|
|
Test: [2/5] Time 1.877 ( 1.901) PSNR 50.24 (48.06) SSIM 0.9920 (0.9876)
|
|
Test: [3/5] Time 1.875 ( 1.893) PSNR 50.27 (48.80) SSIM 0.9921 (0.9891)
|
|
Test: [4/5] Time 1.244 ( 1.730) PSNR 45.63 (48.01) SSIM 0.9744 (0.9854)
|
|
Test: [5/5] Time 1.921 ( 1.769) PSNR 45.44 (47.49) SSIM 0.9812 (0.9846)
|
|
* Time 1.77 PSNR 47.49 SSIM 0.98
|
|
|
|
|
|
Epoch: [26][ 1/2490] Time 0.291 ( 0.291) Data 0.000 ( 0.000) Pixel loss 0.000037 (0.000037) Content loss 0.122493 (0.122493) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.946 ( 0.946)
|
|
Epoch: [26][ 101/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000031 (0.000043) Content loss 0.092552 (0.098601) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.891)
|
|
Epoch: [26][ 201/2490] Time 0.219 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000028 (0.000044) Content loss 0.071331 (0.099523) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.926)
|
|
Epoch: [26][ 301/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000028 (0.000043) Content loss 0.087783 (0.099053) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.927)
|
|
Epoch: [26][ 401/2490] Time 0.215 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000035 (0.000041) Content loss 0.090658 (0.098245) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.999 ( 0.917)
|
|
Epoch: [26][ 501/2490] Time 0.218 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000039) Content loss 0.081374 (0.097755) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.918)
|
|
Epoch: [26][ 601/2490] Time 0.219 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000043 (0.000039) Content loss 0.134776 (0.097771) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.018 ( 0.916)
|
|
Epoch: [26][ 701/2490] Time 0.218 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000037 (0.000038) Content loss 0.089967 (0.097922) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.805)
|
|
Epoch: [26][ 801/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000067 (0.000039) Content loss 0.115119 (0.097738) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.710)
|
|
Epoch: [26][ 901/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000032 (0.000040) Content loss 0.092326 (0.097837) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.641)
|
|
Epoch: [26][1001/2490] Time 0.214 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000067 (0.000040) Content loss 0.106196 (0.098095) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.585)
|
|
Epoch: [26][1101/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000029 (0.000040) Content loss 0.077074 (0.098189) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.536)
|
|
Epoch: [26][1201/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000082 (0.000040) Content loss 0.134538 (0.098359) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.494)
|
|
Epoch: [26][1301/2490] Time 0.217 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000050 (0.000040) Content loss 0.083878 (0.098235) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.460)
|
|
Epoch: [26][1401/2490] Time 0.216 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000039 (0.000040) Content loss 0.087418 (0.098172) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.083 ( 0.432)
|
|
Epoch: [26][1501/2490] Time 0.219 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000045 (0.000040) Content loss 0.095143 (0.098116) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.009 ( 0.419)
|
|
Epoch: [26][1601/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000036 (0.000040) Content loss 0.107486 (0.098221) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.402)
|
|
Epoch: [26][1701/2490] Time 0.216 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000022 (0.000040) Content loss 0.089316 (0.098116) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.199 ( 0.387)
|
|
Epoch: [26][1801/2490] Time 0.217 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000037 (0.000039) Content loss 0.113389 (0.098078) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.369)
|
|
Epoch: [26][1901/2490] Time 0.216 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000031 (0.000039) Content loss 0.103429 (0.098008) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.356)
|
|
Epoch: [26][2001/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000037 (0.000039) Content loss 0.100282 (0.097883) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.344)
|
|
Epoch: [26][2101/2490] Time 0.215 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000036 (0.000039) Content loss 0.109073 (0.097657) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.335)
|
|
Epoch: [26][2201/2490] Time 0.211 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000028 (0.000039) Content loss 0.106318 (0.097560) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.328)
|
|
Epoch: [26][2301/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000038) Content loss 0.065484 (0.097399) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.884 ( 0.322)
|
|
Epoch: [26][2401/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000035 (0.000038) Content loss 0.101256 (0.097358) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.316)
|
|
Test: [1/5] Time 1.926 ( 1.926) PSNR 47.20 (47.20) SSIM 0.9822 (0.9822)
|
|
Test: [2/5] Time 1.877 ( 1.901) PSNR 49.52 (48.36) SSIM 0.9914 (0.9868)
|
|
Test: [3/5] Time 1.875 ( 1.893) PSNR 49.56 (48.76) SSIM 0.9914 (0.9884)
|
|
Test: [4/5] Time 1.244 ( 1.731) PSNR 45.62 (47.98) SSIM 0.9737 (0.9847)
|
|
Test: [5/5] Time 1.922 ( 1.769) PSNR 46.70 (47.72) SSIM 0.9804 (0.9838)
|
|
* Time 1.77 PSNR 47.72 SSIM 0.98
|
|
|
|
|
|
Epoch: [27][ 1/2490] Time 0.305 ( 0.305) Data 0.000 ( 0.000) Pixel loss 0.000030 (0.000030) Content loss 0.102499 (0.102499) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.002 ( 0.002)
|
|
Epoch: [27][ 101/2490] Time 0.210 ( 0.221) Data 0.000 ( 0.000) Pixel loss 0.000054 (0.000037) Content loss 0.105028 (0.094705) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.803) D(SR) 0.000 ( 0.068)
|
|
Epoch: [27][ 201/2490] Time 0.216 ( 0.218) Data 0.000 ( 0.000) Pixel loss 0.000041 (0.000038) Content loss 0.112809 (0.095794) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.901) D(SR) 0.000 ( 0.039)
|
|
Epoch: [27][ 301/2490] Time 0.217 ( 0.217) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000037) Content loss 0.085607 (0.097080) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.934) D(SR) 0.994 ( 0.035)
|
|
Epoch: [27][ 401/2490] Time 0.209 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000032 (0.000038) Content loss 0.088980 (0.096553) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.950) D(SR) 0.000 ( 0.031)
|
|
Epoch: [27][ 501/2490] Time 0.216 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000036) Content loss 0.076335 (0.096410) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.960) D(SR) 0.000 ( 0.036)
|
|
Epoch: [27][ 601/2490] Time 0.220 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000039 (0.000037) Content loss 0.093483 (0.096470) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.967) D(SR) 0.000 ( 0.038)
|
|
Epoch: [27][ 701/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000038 (0.000037) Content loss 0.100180 (0.096175) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.972) D(SR) 0.000 ( 0.034)
|
|
Epoch: [27][ 801/2490] Time 0.209 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000032 (0.000037) Content loss 0.088674 (0.095899) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.975) D(SR) 0.008 ( 0.048)
|
|
Epoch: [27][ 901/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000025 (0.000038) Content loss 0.094505 (0.095652) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.978) D(SR) 0.097 ( 0.073)
|
|
Epoch: [27][1001/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000038 (0.000037) Content loss 0.117141 (0.095451) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.980) D(SR) 0.281 ( 0.095)
|
|
Epoch: [27][1101/2490] Time 0.217 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000021 (0.000037) Content loss 0.078489 (0.095419) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.982) D(SR) 0.000 ( 0.107)
|
|
Epoch: [27][1201/2490] Time 0.209 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000027 (0.000036) Content loss 0.091811 (0.095186) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.983) D(SR) 0.326 ( 0.118)
|
|
Epoch: [27][1301/2490] Time 0.217 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000045 (0.000036) Content loss 0.100618 (0.094889) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.985) D(SR) 0.190 ( 0.129)
|
|
Epoch: [27][1401/2490] Time 0.217 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000031 (0.000036) Content loss 0.093280 (0.094939) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.986) D(SR) 0.987 ( 0.138)
|
|
Epoch: [27][1501/2490] Time 0.209 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000029 (0.000036) Content loss 0.097589 (0.094923) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.987) D(SR) 0.000 ( 0.146)
|
|
Epoch: [27][1601/2490] Time 0.209 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000037 (0.000035) Content loss 0.099203 (0.094649) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.988) D(SR) 0.499 ( 0.156)
|
|
Epoch: [27][1701/2490] Time 0.219 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000038 (0.000035) Content loss 0.089590 (0.094412) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.988) D(SR) 0.001 ( 0.165)
|
|
Epoch: [27][1801/2490] Time 0.217 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000034 (0.000035) Content loss 0.093976 (0.094253) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.989) D(SR) 0.979 ( 0.174)
|
|
Epoch: [27][1901/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000020 (0.000035) Content loss 0.084935 (0.094310) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.990) D(SR) 0.979 ( 0.186)
|
|
Epoch: [27][2001/2490] Time 0.214 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000040 (0.000035) Content loss 0.105063 (0.094323) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.990) D(SR) 0.000 ( 0.196)
|
|
Epoch: [27][2101/2490] Time 0.214 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000049 (0.000035) Content loss 0.132363 (0.094256) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.991) D(SR) 0.000 ( 0.206)
|
|
Epoch: [27][2201/2490] Time 0.214 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000040 (0.000035) Content loss 0.099462 (0.094181) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.991) D(SR) 0.642 ( 0.210)
|
|
Epoch: [27][2301/2490] Time 0.216 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000035) Content loss 0.086957 (0.094206) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.991) D(SR) 0.861 ( 0.215)
|
|
Epoch: [27][2401/2490] Time 0.212 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000035 (0.000035) Content loss 0.118566 (0.094105) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.992) D(SR) 0.238 ( 0.228)
|
|
Test: [1/5] Time 1.926 ( 1.926) PSNR 46.78 (46.78) SSIM 0.9821 (0.9821)
|
|
Test: [2/5] Time 1.878 ( 1.902) PSNR 50.53 (48.65) SSIM 0.9921 (0.9871)
|
|
Test: [3/5] Time 1.876 ( 1.893) PSNR 50.56 (49.29) SSIM 0.9922 (0.9888)
|
|
Test: [4/5] Time 1.244 ( 1.731) PSNR 45.57 (48.36) SSIM 0.9735 (0.9850)
|
|
Test: [5/5] Time 1.922 ( 1.769) PSNR 46.30 (47.95) SSIM 0.9802 (0.9840)
|
|
* Time 1.77 PSNR 47.95 SSIM 0.98
|
|
|
|
|
|
Epoch: [28][ 1/2490] Time 0.293 ( 0.293) Data 0.000 ( 0.000) Pixel loss 0.000033 (0.000033) Content loss 0.108515 (0.108515) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [28][ 101/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000033 (0.000038) Content loss 0.120768 (0.093886) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.001 ( 0.252)
|
|
Epoch: [28][ 201/2490] Time 0.220 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000037 (0.000038) Content loss 0.126786 (0.093034) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.265)
|
|
Epoch: [28][ 301/2490] Time 0.216 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000045 (0.000038) Content loss 0.094196 (0.093628) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.048 ( 0.244)
|
|
Epoch: [28][ 401/2490] Time 0.216 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000040 (0.000038) Content loss 0.093431 (0.093514) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.955 ( 0.290)
|
|
Epoch: [28][ 501/2490] Time 0.220 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000028 (0.000037) Content loss 0.101055 (0.093259) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.184 ( 0.279)
|
|
Epoch: [28][ 601/2490] Time 0.214 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000029 (0.000035) Content loss 0.080265 (0.092934) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.960 ( 0.270)
|
|
Epoch: [28][ 701/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000035) Content loss 0.085829 (0.092707) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.990 ( 0.273)
|
|
Epoch: [28][ 801/2490] Time 0.221 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000029 (0.000034) Content loss 0.109242 (0.092524) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.262)
|
|
Epoch: [28][ 901/2490] Time 0.218 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000030 (0.000035) Content loss 0.070319 (0.092962) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.243)
|
|
Epoch: [28][1001/2490] Time 0.214 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000035) Content loss 0.086006 (0.092993) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.235)
|
|
Epoch: [28][1101/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000035 (0.000035) Content loss 0.109293 (0.092766) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.228)
|
|
Epoch: [28][1201/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000037 (0.000035) Content loss 0.091232 (0.093042) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.226)
|
|
Epoch: [28][1301/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000035) Content loss 0.091235 (0.093095) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.005 ( 0.232)
|
|
Epoch: [28][1401/2490] Time 0.211 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000033 (0.000035) Content loss 0.136415 (0.093233) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.019 ( 0.239)
|
|
Epoch: [28][1501/2490] Time 0.219 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000037 (0.000035) Content loss 0.100485 (0.093165) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.746 ( 0.243)
|
|
Epoch: [28][1601/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000034) Content loss 0.102816 (0.093031) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.001 ( 0.237)
|
|
Epoch: [28][1701/2490] Time 0.214 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000034) Content loss 0.090778 (0.092927) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.234)
|
|
Epoch: [28][1801/2490] Time 0.218 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000031 (0.000034) Content loss 0.079523 (0.092859) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.248 ( 0.234)
|
|
Epoch: [28][1901/2490] Time 0.218 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000027 (0.000034) Content loss 0.066282 (0.092723) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.913 ( 0.240)
|
|
Epoch: [28][2001/2490] Time 0.214 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000025 (0.000034) Content loss 0.090791 (0.092651) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.346 ( 0.243)
|
|
Epoch: [28][2101/2490] Time 0.208 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000032 (0.000034) Content loss 0.060342 (0.092648) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.002 ( 0.241)
|
|
Epoch: [28][2201/2490] Time 0.208 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000050 (0.000034) Content loss 0.116463 (0.092587) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.239)
|
|
Epoch: [28][2301/2490] Time 0.209 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000035 (0.000034) Content loss 0.104958 (0.092585) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.002 ( 0.236)
|
|
Epoch: [28][2401/2490] Time 0.213 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000017 (0.000034) Content loss 0.074813 (0.092547) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.236)
|
|
Test: [1/5] Time 1.926 ( 1.926) PSNR 47.01 (47.01) SSIM 0.9834 (0.9834)
|
|
Test: [2/5] Time 1.877 ( 1.902) PSNR 49.35 (48.18) SSIM 0.9919 (0.9876)
|
|
Test: [3/5] Time 1.875 ( 1.893) PSNR 49.38 (48.58) SSIM 0.9919 (0.9891)
|
|
Test: [4/5] Time 1.244 ( 1.731) PSNR 45.54 (47.82) SSIM 0.9753 (0.9856)
|
|
Test: [5/5] Time 1.922 ( 1.769) PSNR 46.55 (47.57) SSIM 0.9816 (0.9848)
|
|
* Time 1.77 PSNR 47.57 SSIM 0.98
|
|
|
|
|
|
Epoch: [29][ 1/2490] Time 0.287 ( 0.287) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000024) Content loss 0.091330 (0.091330) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [29][ 101/2490] Time 0.215 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000048 (0.000031) Content loss 0.128084 (0.094239) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.350 ( 0.230)
|
|
Epoch: [29][ 201/2490] Time 0.215 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000022 (0.000030) Content loss 0.096634 (0.091603) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.232)
|
|
Epoch: [29][ 301/2490] Time 0.214 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000091 (0.000030) Content loss 0.084793 (0.091713) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.229)
|
|
Epoch: [29][ 401/2490] Time 0.208 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000022 (0.000031) Content loss 0.090948 (0.091282) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.453 ( 0.264)
|
|
Epoch: [29][ 501/2490] Time 0.208 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000050 (0.000031) Content loss 0.096906 (0.091156) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.991 ( 0.284)
|
|
Epoch: [29][ 601/2490] Time 0.208 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000022 (0.000031) Content loss 0.084495 (0.091213) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.276)
|
|
Epoch: [29][ 701/2490] Time 0.208 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000031 (0.000030) Content loss 0.106179 (0.090949) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.300)
|
|
Epoch: [29][ 801/2490] Time 0.208 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000021 (0.000030) Content loss 0.079957 (0.091113) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.238 ( 0.306)
|
|
Epoch: [29][ 901/2490] Time 0.208 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000031) Content loss 0.084045 (0.091020) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.312)
|
|
Epoch: [29][1001/2490] Time 0.217 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000045 (0.000030) Content loss 0.072503 (0.090958) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.824 ( 0.313)
|
|
Epoch: [29][1101/2490] Time 0.214 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000031) Content loss 0.081970 (0.090958) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.005 ( 0.310)
|
|
Epoch: [29][1201/2490] Time 0.210 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000022 (0.000031) Content loss 0.084549 (0.091041) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.700 ( 0.311)
|
|
Epoch: [29][1301/2490] Time 0.208 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000132 (0.000031) Content loss 0.099051 (0.091107) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.119 ( 0.305)
|
|
Epoch: [29][1401/2490] Time 0.218 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000013 (0.000032) Content loss 0.059114 (0.090983) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.289)
|
|
Epoch: [29][1501/2490] Time 0.217 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000025 (0.000032) Content loss 0.091351 (0.090849) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.993 ( 0.283)
|
|
Epoch: [29][1601/2490] Time 0.216 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000032 (0.000032) Content loss 0.102106 (0.090873) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.279)
|
|
Epoch: [29][1701/2490] Time 0.213 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000043 (0.000032) Content loss 0.105518 (0.090856) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.272)
|
|
Epoch: [29][1801/2490] Time 0.219 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000025 (0.000032) Content loss 0.085133 (0.091026) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.264)
|
|
Epoch: [29][1901/2490] Time 0.217 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000032) Content loss 0.060991 (0.091054) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.260)
|
|
Epoch: [29][2001/2490] Time 0.209 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000031) Content loss 0.093091 (0.090972) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.858 ( 0.254)
|
|
Epoch: [29][2101/2490] Time 0.219 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000040 (0.000032) Content loss 0.099797 (0.091079) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.251)
|
|
Epoch: [29][2201/2490] Time 0.212 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000033 (0.000032) Content loss 0.108627 (0.091087) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.622 ( 0.246)
|
|
Epoch: [29][2301/2490] Time 0.213 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000028 (0.000032) Content loss 0.091944 (0.091183) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.828 ( 0.237)
|
|
Epoch: [29][2401/2490] Time 0.218 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000041 (0.000032) Content loss 0.093764 (0.091201) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.234)
|
|
Test: [1/5] Time 1.926 ( 1.926) PSNR 46.51 (46.51) SSIM 0.9822 (0.9822)
|
|
Test: [2/5] Time 1.877 ( 1.901) PSNR 49.38 (47.95) SSIM 0.9912 (0.9867)
|
|
Test: [3/5] Time 1.875 ( 1.893) PSNR 49.49 (48.46) SSIM 0.9914 (0.9883)
|
|
Test: [4/5] Time 1.244 ( 1.730) PSNR 45.21 (47.65) SSIM 0.9741 (0.9847)
|
|
Test: [5/5] Time 1.921 ( 1.769) PSNR 46.14 (47.35) SSIM 0.9803 (0.9838)
|
|
* Time 1.77 PSNR 47.35 SSIM 0.98
|
|
|
|
|
|
Epoch: [30][ 1/2490] Time 0.293 ( 0.293) Data 0.000 ( 0.000) Pixel loss 0.000028 (0.000028) Content loss 0.093862 (0.093862) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [30][ 101/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000033 (0.000029) Content loss 0.085948 (0.091564) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.171)
|
|
Epoch: [30][ 201/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000029 (0.000029) Content loss 0.111380 (0.090633) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.002 ( 0.184)
|
|
Epoch: [30][ 301/2490] Time 0.213 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000032 (0.000030) Content loss 0.098066 (0.090649) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.188)
|
|
Epoch: [30][ 401/2490] Time 0.214 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000020 (0.000030) Content loss 0.073232 (0.090007) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.178)
|
|
Epoch: [30][ 501/2490] Time 0.213 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000039 (0.000030) Content loss 0.091446 (0.089898) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.185)
|
|
Epoch: [30][ 601/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000080 (0.000031) Content loss 0.091278 (0.089885) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.184)
|
|
Epoch: [30][ 701/2490] Time 0.215 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000034 (0.000031) Content loss 0.095436 (0.090247) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.187)
|
|
Epoch: [30][ 801/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000033 (0.000032) Content loss 0.092986 (0.090304) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.004 ( 0.195)
|
|
Epoch: [30][ 901/2490] Time 0.209 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000036 (0.000032) Content loss 0.084254 (0.090464) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.209)
|
|
Epoch: [30][1001/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000030 (0.000032) Content loss 0.118386 (0.090631) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.001 ( 0.221)
|
|
Epoch: [30][1101/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000029 (0.000032) Content loss 0.090292 (0.090445) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.245)
|
|
Epoch: [30][1201/2490] Time 0.216 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000036 (0.000032) Content loss 0.088630 (0.090687) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.267)
|
|
Epoch: [30][1301/2490] Time 0.217 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000025 (0.000032) Content loss 0.082152 (0.090830) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.130 ( 0.286)
|
|
Epoch: [30][1401/2490] Time 0.211 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000018 (0.000032) Content loss 0.065467 (0.090703) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.297)
|
|
Epoch: [30][1501/2490] Time 0.217 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000031 (0.000032) Content loss 0.075897 (0.090628) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.290)
|
|
Epoch: [30][1601/2490] Time 0.217 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000032) Content loss 0.069438 (0.090402) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.276)
|
|
Epoch: [30][1701/2490] Time 0.218 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000030 (0.000032) Content loss 0.094165 (0.090206) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.264)
|
|
Epoch: [30][1801/2490] Time 0.217 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000018 (0.000032) Content loss 0.048851 (0.090217) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.250)
|
|
Epoch: [30][1901/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000032) Content loss 0.079869 (0.090441) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.982) D(SR) 0.000 ( 0.238)
|
|
Epoch: [30][2001/2490] Time 0.215 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000037 (0.000032) Content loss 0.101452 (0.090429) Adversarial loss 0.000000 (0.000000) D(HR) 0.999 ( 0.973) D(SR) 0.000 ( 0.228)
|
|
Epoch: [30][2101/2490] Time 0.218 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000047 (0.000032) Content loss 0.079560 (0.090503) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.971) D(SR) 0.958 ( 0.253)
|
|
Epoch: [30][2201/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000033 (0.000032) Content loss 0.105949 (0.090503) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.973) D(SR) 1.000 ( 0.287)
|
|
Epoch: [30][2301/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000030 (0.000032) Content loss 0.122071 (0.090428) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.974) D(SR) 1.000 ( 0.318)
|
|
Epoch: [30][2401/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000032) Content loss 0.094828 (0.090426) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.975) D(SR) 1.000 ( 0.347)
|
|
Test: [1/5] Time 1.926 ( 1.926) PSNR 46.07 (46.07) SSIM 0.9821 (0.9821)
|
|
Test: [2/5] Time 1.877 ( 1.901) PSNR 50.12 (48.10) SSIM 0.9913 (0.9867)
|
|
Test: [3/5] Time 1.875 ( 1.893) PSNR 50.16 (48.78) SSIM 0.9914 (0.9882)
|
|
Test: [4/5] Time 1.244 ( 1.730) PSNR 45.60 (47.99) SSIM 0.9741 (0.9847)
|
|
Test: [5/5] Time 1.921 ( 1.769) PSNR 45.65 (47.52) SSIM 0.9801 (0.9838)
|
|
* Time 1.77 PSNR 47.52 SSIM 0.98
|
|
|
|
|
|
Epoch: [31][ 1/2490] Time 0.290 ( 0.290) Data 0.000 ( 0.000) Pixel loss 0.000028 (0.000028) Content loss 0.086924 (0.086924) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [31][ 101/2490] Time 0.215 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000037 (0.000035) Content loss 0.095581 (0.088741) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [31][ 201/2490] Time 0.217 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000034) Content loss 0.079658 (0.089306) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.999)
|
|
Epoch: [31][ 301/2490] Time 0.217 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000036 (0.000037) Content loss 0.068004 (0.090316) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [31][ 401/2490] Time 0.221 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000043 (0.000035) Content loss 0.132168 (0.090029) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.998)
|
|
Epoch: [31][ 501/2490] Time 0.219 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000034 (0.000035) Content loss 0.094951 (0.090197) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.998)
|
|
Epoch: [31][ 601/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000034) Content loss 0.075671 (0.089960) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.998)
|
|
Epoch: [31][ 701/2490] Time 0.211 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000022 (0.000033) Content loss 0.068143 (0.089886) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.998)
|
|
Epoch: [31][ 801/2490] Time 0.217 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000025 (0.000034) Content loss 0.087312 (0.090164) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.998)
|
|
Epoch: [31][ 901/2490] Time 0.212 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000030 (0.000034) Content loss 0.067941 (0.090215) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.997)
|
|
Epoch: [31][1001/2490] Time 0.217 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000040 (0.000034) Content loss 0.082821 (0.090025) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.997)
|
|
Epoch: [31][1101/2490] Time 0.217 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000019 (0.000033) Content loss 0.072668 (0.089932) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.997)
|
|
Epoch: [31][1201/2490] Time 0.212 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000049 (0.000033) Content loss 0.098168 (0.089839) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.997)
|
|
Epoch: [31][1301/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000029 (0.000033) Content loss 0.076757 (0.089924) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.997)
|
|
Epoch: [31][1401/2490] Time 0.215 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000039 (0.000034) Content loss 0.093052 (0.090033) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.995)
|
|
Epoch: [31][1501/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000031 (0.000033) Content loss 0.083466 (0.089966) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.993)
|
|
Epoch: [31][1601/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000045 (0.000033) Content loss 0.094584 (0.089860) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.994)
|
|
Epoch: [31][1701/2490] Time 0.215 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000033) Content loss 0.076303 (0.089807) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.994)
|
|
Epoch: [31][1801/2490] Time 0.219 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000033) Content loss 0.093971 (0.089709) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.994)
|
|
Epoch: [31][1901/2490] Time 0.211 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000030 (0.000033) Content loss 0.091550 (0.089773) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.994)
|
|
Epoch: [31][2001/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000033) Content loss 0.094369 (0.089793) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.993)
|
|
Epoch: [31][2101/2490] Time 0.219 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000022 (0.000033) Content loss 0.065472 (0.089749) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.992)
|
|
Epoch: [31][2201/2490] Time 0.212 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000044 (0.000033) Content loss 0.102097 (0.089670) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.987 ( 0.992)
|
|
Epoch: [31][2301/2490] Time 0.214 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000027 (0.000033) Content loss 0.096349 (0.089653) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.991)
|
|
Epoch: [31][2401/2490] Time 0.217 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000019 (0.000033) Content loss 0.075916 (0.089664) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.991)
|
|
Test: [1/5] Time 1.926 ( 1.926) PSNR 47.03 (47.03) SSIM 0.9822 (0.9822)
|
|
Test: [2/5] Time 1.877 ( 1.901) PSNR 49.04 (48.04) SSIM 0.9915 (0.9869)
|
|
Test: [3/5] Time 1.876 ( 1.893) PSNR 49.16 (48.41) SSIM 0.9916 (0.9885)
|
|
Test: [4/5] Time 1.244 ( 1.731) PSNR 45.54 (47.70) SSIM 0.9741 (0.9849)
|
|
Test: [5/5] Time 1.921 ( 1.769) PSNR 46.55 (47.47) SSIM 0.9804 (0.9840)
|
|
* Time 1.77 PSNR 47.47 SSIM 0.98
|
|
|
|
|
|
Epoch: [32][ 1/2490] Time 0.290 ( 0.290) Data 0.000 ( 0.000) Pixel loss 0.000025 (0.000025) Content loss 0.097826 (0.097826) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [32][ 101/2490] Time 0.217 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000034 (0.000035) Content loss 0.092080 (0.090358) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.999 ( 0.944)
|
|
Epoch: [32][ 201/2490] Time 0.217 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000027 (0.000033) Content loss 0.094873 (0.090089) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.997 ( 0.957)
|
|
Epoch: [32][ 301/2490] Time 0.217 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000051 (0.000035) Content loss 0.089211 (0.089555) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.965)
|
|
Epoch: [32][ 401/2490] Time 0.223 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000029 (0.000034) Content loss 0.100127 (0.089012) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.544 ( 0.969)
|
|
Epoch: [32][ 501/2490] Time 0.210 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000033 (0.000034) Content loss 0.073534 (0.088859) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.966)
|
|
Epoch: [32][ 601/2490] Time 0.212 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000020 (0.000033) Content loss 0.087233 (0.088764) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.954)
|
|
Epoch: [32][ 701/2490] Time 0.216 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000038 (0.000032) Content loss 0.086390 (0.088403) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.995 ( 0.951)
|
|
Epoch: [32][ 801/2490] Time 0.211 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000045 (0.000032) Content loss 0.107212 (0.088541) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.781 ( 0.950)
|
|
Epoch: [32][ 901/2490] Time 0.215 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000018 (0.000032) Content loss 0.075422 (0.088564) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.948)
|
|
Epoch: [32][1001/2490] Time 0.219 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000019 (0.000033) Content loss 0.071782 (0.088743) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.939)
|
|
Epoch: [32][1101/2490] Time 0.218 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000032) Content loss 0.076289 (0.088502) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.938)
|
|
Epoch: [32][1201/2490] Time 0.220 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000057 (0.000032) Content loss 0.110623 (0.088314) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.942)
|
|
Epoch: [32][1301/2490] Time 0.220 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000030 (0.000032) Content loss 0.078354 (0.088388) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.945)
|
|
Epoch: [32][1401/2490] Time 0.210 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000032 (0.000032) Content loss 0.098125 (0.088373) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.003 ( 0.944)
|
|
Epoch: [32][1501/2490] Time 0.218 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000025 (0.000032) Content loss 0.094453 (0.088449) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.942)
|
|
Epoch: [32][1601/2490] Time 0.218 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000034 (0.000032) Content loss 0.108539 (0.088434) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.001 ( 0.941)
|
|
Epoch: [32][1701/2490] Time 0.210 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000022 (0.000032) Content loss 0.084962 (0.088395) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.940)
|
|
Epoch: [32][1801/2490] Time 0.213 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000034 (0.000032) Content loss 0.088092 (0.088525) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.940)
|
|
Epoch: [32][1901/2490] Time 0.215 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000037 (0.000032) Content loss 0.088576 (0.088607) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.941)
|
|
Epoch: [32][2001/2490] Time 0.214 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000032) Content loss 0.092076 (0.088620) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.942)
|
|
Epoch: [32][2101/2490] Time 0.217 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000022 (0.000032) Content loss 0.072409 (0.088584) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.943)
|
|
Epoch: [32][2201/2490] Time 0.212 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000018 (0.000032) Content loss 0.074854 (0.088749) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.944)
|
|
Epoch: [32][2301/2490] Time 0.217 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000030 (0.000032) Content loss 0.088204 (0.088645) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.943)
|
|
Epoch: [32][2401/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000031 (0.000032) Content loss 0.105479 (0.088632) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.944)
|
|
Test: [1/5] Time 1.926 ( 1.926) PSNR 41.51 (41.51) SSIM 0.9823 (0.9823)
|
|
Test: [2/5] Time 1.877 ( 1.902) PSNR 49.62 (45.57) SSIM 0.9907 (0.9865)
|
|
Test: [3/5] Time 1.876 ( 1.893) PSNR 49.59 (46.91) SSIM 0.9907 (0.9879)
|
|
Test: [4/5] Time 1.244 ( 1.731) PSNR 43.47 (46.05) SSIM 0.9743 (0.9845)
|
|
Test: [5/5] Time 1.922 ( 1.769) PSNR 41.37 (45.11) SSIM 0.9804 (0.9837)
|
|
* Time 1.77 PSNR 45.11 SSIM 0.98
|
|
|
|
|
|
Epoch: [33][ 1/2490] Time 0.301 ( 0.301) Data 0.000 ( 0.000) Pixel loss 0.000053 (0.000053) Content loss 0.092552 (0.092552) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [33][ 101/2490] Time 0.218 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000029 (0.000030) Content loss 0.076530 (0.085826) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.938)
|
|
Epoch: [33][ 201/2490] Time 0.220 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000030) Content loss 0.070260 (0.086261) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.931)
|
|
Epoch: [33][ 301/2490] Time 0.216 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000038 (0.000030) Content loss 0.098828 (0.086363) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.942)
|
|
Epoch: [33][ 401/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000027 (0.000031) Content loss 0.071622 (0.087537) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.942)
|
|
Epoch: [33][ 501/2490] Time 0.215 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000031) Content loss 0.100322 (0.087382) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.933)
|
|
Epoch: [33][ 601/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000019 (0.000031) Content loss 0.067613 (0.086998) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.934)
|
|
Epoch: [33][ 701/2490] Time 0.211 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000034 (0.000034) Content loss 0.072906 (0.087666) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.935)
|
|
Epoch: [33][ 801/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000038 (0.000033) Content loss 0.095557 (0.087705) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.936)
|
|
Epoch: [33][ 901/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000046 (0.000034) Content loss 0.089699 (0.087908) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.938)
|
|
Epoch: [33][1001/2490] Time 0.219 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000020 (0.000033) Content loss 0.078740 (0.088085) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.938)
|
|
Epoch: [33][1101/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000043 (0.000034) Content loss 0.081006 (0.088120) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.942)
|
|
Epoch: [33][1201/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000031 (0.000033) Content loss 0.100127 (0.088091) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.944)
|
|
Epoch: [33][1301/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000033) Content loss 0.085765 (0.088113) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.948)
|
|
Epoch: [33][1401/2490] Time 0.222 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000059 (0.000033) Content loss 0.100525 (0.088228) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.951)
|
|
Epoch: [33][1501/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000046 (0.000033) Content loss 0.084772 (0.088179) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.998 ( 0.950)
|
|
Epoch: [33][1601/2490] Time 0.214 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000022 (0.000033) Content loss 0.054362 (0.088180) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.946)
|
|
Epoch: [33][1701/2490] Time 0.220 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000033 (0.000033) Content loss 0.070509 (0.088123) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.944)
|
|
Epoch: [33][1801/2490] Time 0.216 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000044 (0.000034) Content loss 0.109968 (0.088298) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.975 ( 0.944)
|
|
Epoch: [33][1901/2490] Time 0.216 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000034) Content loss 0.072939 (0.088210) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.942)
|
|
Epoch: [33][2001/2490] Time 0.215 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000017 (0.000033) Content loss 0.057425 (0.088075) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.996 ( 0.940)
|
|
Epoch: [33][2101/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000038 (0.000033) Content loss 0.097429 (0.087938) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.937)
|
|
Epoch: [33][2201/2490] Time 0.213 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000017 (0.000033) Content loss 0.070836 (0.087932) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.936)
|
|
Epoch: [33][2301/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000031 (0.000033) Content loss 0.092073 (0.088003) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.938)
|
|
Epoch: [33][2401/2490] Time 0.216 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000020 (0.000033) Content loss 0.077985 (0.087960) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.938)
|
|
Test: [1/5] Time 1.926 ( 1.926) PSNR 46.89 (46.89) SSIM 0.9819 (0.9819)
|
|
Test: [2/5] Time 1.877 ( 1.901) PSNR 50.09 (48.49) SSIM 0.9914 (0.9867)
|
|
Test: [3/5] Time 1.875 ( 1.893) PSNR 50.12 (49.03) SSIM 0.9915 (0.9883)
|
|
Test: [4/5] Time 1.244 ( 1.730) PSNR 45.61 (48.18) SSIM 0.9740 (0.9847)
|
|
Test: [5/5] Time 1.921 ( 1.769) PSNR 46.41 (47.82) SSIM 0.9801 (0.9838)
|
|
* Time 1.77 PSNR 47.82 SSIM 0.98
|
|
|
|
|
|
Epoch: [34][ 1/2490] Time 0.297 ( 0.297) Data 0.000 ( 0.000) Pixel loss 0.000020 (0.000020) Content loss 0.068003 (0.068003) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.795 ( 0.795)
|
|
Epoch: [34][ 101/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000033) Content loss 0.089487 (0.084783) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.836)
|
|
Epoch: [34][ 201/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000029) Content loss 0.103099 (0.084805) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.868)
|
|
Epoch: [34][ 301/2490] Time 0.217 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000058 (0.000031) Content loss 0.088698 (0.086431) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.904)
|
|
Epoch: [34][ 401/2490] Time 0.209 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000034 (0.000031) Content loss 0.077974 (0.086605) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.912)
|
|
Epoch: [34][ 501/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000030) Content loss 0.075467 (0.086681) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.996 ( 0.911)
|
|
Epoch: [34][ 601/2490] Time 0.217 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000041 (0.000030) Content loss 0.086561 (0.086447) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.933 ( 0.910)
|
|
Epoch: [34][ 701/2490] Time 0.265 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000027 (0.000030) Content loss 0.096153 (0.086856) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.943 ( 0.903)
|
|
Epoch: [34][ 801/2490] Time 0.217 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000031 (0.000030) Content loss 0.089935 (0.087012) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.898)
|
|
Epoch: [34][ 901/2490] Time 0.213 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000050 (0.000031) Content loss 0.067748 (0.087125) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.895)
|
|
Epoch: [34][1001/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000044 (0.000032) Content loss 0.062909 (0.087527) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.896)
|
|
Epoch: [34][1101/2490] Time 0.211 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000031) Content loss 0.088143 (0.087585) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.983 ( 0.887)
|
|
Epoch: [34][1201/2490] Time 0.211 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000042 (0.000031) Content loss 0.113059 (0.087451) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.002 ( 0.878)
|
|
Epoch: [34][1301/2490] Time 0.218 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000038 (0.000031) Content loss 0.090662 (0.087128) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.025 ( 0.872)
|
|
Epoch: [34][1401/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000014 (0.000031) Content loss 0.053087 (0.087096) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.876)
|
|
Epoch: [34][1501/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000028 (0.000031) Content loss 0.078901 (0.087281) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.875)
|
|
Epoch: [34][1601/2490] Time 0.217 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000028 (0.000031) Content loss 0.071884 (0.087126) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.890 ( 0.880)
|
|
Epoch: [34][1701/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000031) Content loss 0.112359 (0.086888) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.529 ( 0.884)
|
|
Epoch: [34][1801/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000031) Content loss 0.129282 (0.087122) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.888)
|
|
Epoch: [34][1901/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000030 (0.000031) Content loss 0.070964 (0.087149) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.885)
|
|
Epoch: [34][2001/2490] Time 0.259 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000046 (0.000031) Content loss 0.088995 (0.087243) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.880)
|
|
Epoch: [34][2101/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000019 (0.000031) Content loss 0.080720 (0.087205) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.872)
|
|
Epoch: [34][2201/2490] Time 0.211 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000022 (0.000031) Content loss 0.075374 (0.087201) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.868)
|
|
Epoch: [34][2301/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000031) Content loss 0.074877 (0.087202) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.865)
|
|
Epoch: [34][2401/2490] Time 0.217 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000027 (0.000030) Content loss 0.088785 (0.087263) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.866)
|
|
Test: [1/5] Time 1.926 ( 1.926) PSNR 46.46 (46.46) SSIM 0.9811 (0.9811)
|
|
Test: [2/5] Time 1.878 ( 1.902) PSNR 49.32 (47.89) SSIM 0.9907 (0.9859)
|
|
Test: [3/5] Time 1.876 ( 1.893) PSNR 49.37 (48.38) SSIM 0.9908 (0.9875)
|
|
Test: [4/5] Time 1.244 ( 1.731) PSNR 45.44 (47.65) SSIM 0.9729 (0.9839)
|
|
Test: [5/5] Time 1.922 ( 1.769) PSNR 46.00 (47.32) SSIM 0.9792 (0.9829)
|
|
* Time 1.77 PSNR 47.32 SSIM 0.98
|
|
|
|
|
|
Epoch: [35][ 1/2490] Time 0.301 ( 0.301) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000024) Content loss 0.084019 (0.084019) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [35][ 101/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000029 (0.000043) Content loss 0.083862 (0.089731) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.080 ( 0.791)
|
|
Epoch: [35][ 201/2490] Time 0.209 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000018 (0.000036) Content loss 0.053240 (0.086619) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.794)
|
|
Epoch: [35][ 301/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000036 (0.000034) Content loss 0.106758 (0.086709) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.283 ( 0.803)
|
|
Epoch: [35][ 401/2490] Time 0.214 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000033) Content loss 0.083974 (0.087271) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.806)
|
|
Epoch: [35][ 501/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000022 (0.000032) Content loss 0.080461 (0.087252) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.817)
|
|
Epoch: [35][ 601/2490] Time 0.210 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000035 (0.000031) Content loss 0.055504 (0.086904) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.827)
|
|
Epoch: [35][ 701/2490] Time 0.221 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000029 (0.000031) Content loss 0.075601 (0.086926) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.824)
|
|
Epoch: [35][ 801/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000020 (0.000030) Content loss 0.076661 (0.086905) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.833)
|
|
Epoch: [35][ 901/2490] Time 0.219 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000022 (0.000030) Content loss 0.085841 (0.086827) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.837)
|
|
Epoch: [35][1001/2490] Time 0.211 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000018 (0.000030) Content loss 0.060839 (0.086667) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.838)
|
|
Epoch: [35][1101/2490] Time 0.220 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000029) Content loss 0.100926 (0.086312) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.993 ( 0.845)
|
|
Epoch: [35][1201/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000029) Content loss 0.089012 (0.086256) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.549 ( 0.839)
|
|
Epoch: [35][1301/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000032 (0.000029) Content loss 0.098190 (0.086346) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.997 ( 0.841)
|
|
Epoch: [35][1401/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000017 (0.000029) Content loss 0.065879 (0.086332) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.847)
|
|
Epoch: [35][1501/2490] Time 0.261 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000025 (0.000030) Content loss 0.090108 (0.086390) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.848)
|
|
Epoch: [35][1601/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000030) Content loss 0.101992 (0.086279) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.999 ( 0.849)
|
|
Epoch: [35][1701/2490] Time 0.219 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000021 (0.000030) Content loss 0.086314 (0.086149) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.037 ( 0.847)
|
|
Epoch: [35][1801/2490] Time 0.221 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000061 (0.000030) Content loss 0.108314 (0.086158) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.850)
|
|
Epoch: [35][1901/2490] Time 0.263 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000035 (0.000030) Content loss 0.097463 (0.086090) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.328 ( 0.848)
|
|
Epoch: [35][2001/2490] Time 0.217 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000039 (0.000030) Content loss 0.083642 (0.086021) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.851)
|
|
Epoch: [35][2101/2490] Time 0.217 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000033 (0.000030) Content loss 0.115885 (0.085971) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.126 ( 0.845)
|
|
Epoch: [35][2201/2490] Time 0.216 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000020 (0.000030) Content loss 0.085619 (0.086018) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.327 ( 0.841)
|
|
Epoch: [35][2301/2490] Time 0.221 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000057 (0.000030) Content loss 0.105906 (0.086024) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.970 ( 0.840)
|
|
Epoch: [35][2401/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000019 (0.000030) Content loss 0.081629 (0.086081) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.841)
|
|
Test: [1/5] Time 1.926 ( 1.926) PSNR 47.53 (47.53) SSIM 0.9838 (0.9838)
|
|
Test: [2/5] Time 1.877 ( 1.901) PSNR 48.77 (48.15) SSIM 0.9914 (0.9876)
|
|
Test: [3/5] Time 1.876 ( 1.893) PSNR 48.88 (48.39) SSIM 0.9915 (0.9889)
|
|
Test: [4/5] Time 1.244 ( 1.731) PSNR 45.72 (47.72) SSIM 0.9754 (0.9855)
|
|
Test: [5/5] Time 1.921 ( 1.769) PSNR 47.02 (47.58) SSIM 0.9821 (0.9848)
|
|
* Time 1.77 PSNR 47.58 SSIM 0.98
|
|
|
|
|
|
Epoch: [36][ 1/2490] Time 0.309 ( 0.309) Data 0.000 ( 0.000) Pixel loss 0.000025 (0.000025) Content loss 0.074733 (0.074733) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [36][ 101/2490] Time 0.211 ( 0.227) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000031) Content loss 0.085518 (0.087578) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.737)
|
|
Epoch: [36][ 201/2490] Time 0.216 ( 0.221) Data 0.000 ( 0.000) Pixel loss 0.000021 (0.000031) Content loss 0.083735 (0.087410) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.828)
|
|
Epoch: [36][ 301/2490] Time 0.209 ( 0.218) Data 0.000 ( 0.000) Pixel loss 0.000028 (0.000029) Content loss 0.094033 (0.086626) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.008 ( 0.848)
|
|
Epoch: [36][ 401/2490] Time 0.216 ( 0.217) Data 0.000 ( 0.000) Pixel loss 0.000034 (0.000032) Content loss 0.076895 (0.087359) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.899 ( 0.840)
|
|
Epoch: [36][ 501/2490] Time 0.214 ( 0.217) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000031) Content loss 0.079235 (0.086537) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.062 ( 0.832)
|
|
Epoch: [36][ 601/2490] Time 0.210 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000035 (0.000031) Content loss 0.081982 (0.086133) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.812)
|
|
Epoch: [36][ 701/2490] Time 0.209 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000021 (0.000031) Content loss 0.082422 (0.086321) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.815)
|
|
Epoch: [36][ 801/2490] Time 0.210 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000016 (0.000031) Content loss 0.063071 (0.086275) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.813)
|
|
Epoch: [36][ 901/2490] Time 0.219 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000031) Content loss 0.090757 (0.086182) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.856 ( 0.809)
|
|
Epoch: [36][1001/2490] Time 0.211 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000030) Content loss 0.095632 (0.086226) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.814)
|
|
Epoch: [36][1101/2490] Time 0.217 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000036 (0.000031) Content loss 0.080817 (0.086027) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.811)
|
|
Epoch: [36][1201/2490] Time 0.223 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000015 (0.000031) Content loss 0.048009 (0.085989) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.815)
|
|
Epoch: [36][1301/2490] Time 0.210 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000020 (0.000030) Content loss 0.071024 (0.085864) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.814)
|
|
Epoch: [36][1401/2490] Time 0.210 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000030 (0.000030) Content loss 0.092821 (0.085868) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.819)
|
|
Epoch: [36][1501/2490] Time 0.210 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000029 (0.000030) Content loss 0.082529 (0.085926) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.822)
|
|
Epoch: [36][1601/2490] Time 0.220 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000030) Content loss 0.082607 (0.085910) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.999 ( 0.831)
|
|
Epoch: [36][1701/2490] Time 0.218 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000049 (0.000030) Content loss 0.112408 (0.085903) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.991) D(SR) 1.000 ( 0.823)
|
|
Epoch: [36][1801/2490] Time 0.211 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000022 (0.000030) Content loss 0.079196 (0.085886) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.991) D(SR) 1.000 ( 0.824)
|
|
Epoch: [36][1901/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000030) Content loss 0.067564 (0.085757) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.991) D(SR) 0.000 ( 0.805)
|
|
Epoch: [36][2001/2490] Time 0.211 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000028 (0.000030) Content loss 0.098141 (0.085736) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.991) D(SR) 0.000 ( 0.768)
|
|
Epoch: [36][2101/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000033 (0.000030) Content loss 0.076171 (0.085723) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.992) D(SR) 1.000 ( 0.744)
|
|
Epoch: [36][2201/2490] Time 0.212 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000025 (0.000030) Content loss 0.074223 (0.085702) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.992) D(SR) 1.000 ( 0.754)
|
|
Epoch: [36][2301/2490] Time 0.209 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000029 (0.000030) Content loss 0.098859 (0.085691) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.993) D(SR) 1.000 ( 0.759)
|
|
Epoch: [36][2401/2490] Time 0.216 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000038 (0.000030) Content loss 0.106917 (0.085634) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.993) D(SR) 0.957 ( 0.765)
|
|
Test: [1/5] Time 1.925 ( 1.925) PSNR 45.43 (45.43) SSIM 0.9820 (0.9820)
|
|
Test: [2/5] Time 1.876 ( 1.901) PSNR 49.41 (47.42) SSIM 0.9913 (0.9866)
|
|
Test: [3/5] Time 1.875 ( 1.892) PSNR 49.46 (48.10) SSIM 0.9913 (0.9882)
|
|
Test: [4/5] Time 1.243 ( 1.730) PSNR 45.51 (47.46) SSIM 0.9734 (0.9845)
|
|
Test: [5/5] Time 1.921 ( 1.768) PSNR 45.10 (46.98) SSIM 0.9802 (0.9836)
|
|
* Time 1.77 PSNR 46.98 SSIM 0.98
|
|
|
|
|
|
Epoch: [37][ 1/2490] Time 0.281 ( 0.281) Data 0.000 ( 0.000) Pixel loss 0.000017 (0.000017) Content loss 0.068150 (0.068150) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [37][ 101/2490] Time 0.216 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000027 (0.000026) Content loss 0.075219 (0.083303) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.669)
|
|
Epoch: [37][ 201/2490] Time 0.215 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000048 (0.000030) Content loss 0.095838 (0.083820) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.590)
|
|
Epoch: [37][ 301/2490] Time 0.211 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000037 (0.000030) Content loss 0.096027 (0.084877) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.506)
|
|
Epoch: [37][ 401/2490] Time 0.217 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000042 (0.000032) Content loss 0.086965 (0.086059) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.457)
|
|
Epoch: [37][ 501/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000029 (0.000032) Content loss 0.103095 (0.086202) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.042 ( 0.426)
|
|
Epoch: [37][ 601/2490] Time 0.216 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000025 (0.000032) Content loss 0.086138 (0.085692) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.883 ( 0.416)
|
|
Epoch: [37][ 701/2490] Time 0.244 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000031 (0.000032) Content loss 0.080897 (0.085925) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.396)
|
|
Epoch: [37][ 801/2490] Time 0.211 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000016 (0.000031) Content loss 0.065282 (0.085810) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.998 ( 0.387)
|
|
Epoch: [37][ 901/2490] Time 0.218 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000021 (0.000030) Content loss 0.084299 (0.085324) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.399)
|
|
Epoch: [37][1001/2490] Time 0.217 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000032 (0.000030) Content loss 0.081300 (0.085535) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.062 ( 0.395)
|
|
Epoch: [37][1101/2490] Time 0.209 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000031 (0.000030) Content loss 0.094408 (0.085395) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.389)
|
|
Epoch: [37][1201/2490] Time 0.211 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000028 (0.000030) Content loss 0.082937 (0.085237) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.391)
|
|
Epoch: [37][1301/2490] Time 0.211 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000037 (0.000030) Content loss 0.089722 (0.085273) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.384)
|
|
Epoch: [37][1401/2490] Time 0.220 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000025 (0.000030) Content loss 0.085576 (0.085169) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.379)
|
|
Epoch: [37][1501/2490] Time 0.221 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000039 (0.000031) Content loss 0.080680 (0.085608) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.960 ( 0.381)
|
|
Epoch: [37][1601/2490] Time 0.216 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000033 (0.000030) Content loss 0.114873 (0.085555) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.386)
|
|
Epoch: [37][1701/2490] Time 0.216 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000027 (0.000030) Content loss 0.091215 (0.085503) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.948 ( 0.380)
|
|
Epoch: [37][1801/2490] Time 0.220 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000030) Content loss 0.090422 (0.085442) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.384)
|
|
Epoch: [37][1901/2490] Time 0.220 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000030) Content loss 0.086042 (0.085410) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.736 ( 0.385)
|
|
Epoch: [37][2001/2490] Time 0.216 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000029 (0.000030) Content loss 0.112430 (0.085375) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.381)
|
|
Epoch: [37][2101/2490] Time 0.218 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000027 (0.000030) Content loss 0.061910 (0.085268) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.855 ( 0.379)
|
|
Epoch: [37][2201/2490] Time 0.222 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000019 (0.000030) Content loss 0.083731 (0.085227) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.375)
|
|
Epoch: [37][2301/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000030) Content loss 0.093814 (0.085079) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.372)
|
|
Epoch: [37][2401/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000030) Content loss 0.066942 (0.085118) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.375)
|
|
Test: [1/5] Time 1.925 ( 1.925) PSNR 45.86 (45.86) SSIM 0.9807 (0.9807)
|
|
Test: [2/5] Time 1.877 ( 1.901) PSNR 49.43 (47.65) SSIM 0.9902 (0.9854)
|
|
Test: [3/5] Time 1.875 ( 1.893) PSNR 49.48 (48.26) SSIM 0.9903 (0.9871)
|
|
Test: [4/5] Time 1.244 ( 1.731) PSNR 45.46 (47.56) SSIM 0.9728 (0.9835)
|
|
Test: [5/5] Time 1.922 ( 1.769) PSNR 45.37 (47.12) SSIM 0.9787 (0.9825)
|
|
* Time 1.77 PSNR 47.12 SSIM 0.98
|
|
|
|
|
|
Epoch: [38][ 1/2490] Time 0.280 ( 0.280) Data 0.000 ( 0.000) Pixel loss 0.000021 (0.000021) Content loss 0.072219 (0.072219) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [38][ 101/2490] Time 0.216 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000017 (0.000025) Content loss 0.061596 (0.082905) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.475)
|
|
Epoch: [38][ 201/2490] Time 0.216 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000029) Content loss 0.080621 (0.084525) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.484)
|
|
Epoch: [38][ 301/2490] Time 0.217 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000027 (0.000030) Content loss 0.086483 (0.084158) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.992 ( 0.525)
|
|
Epoch: [38][ 401/2490] Time 0.217 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000029 (0.000030) Content loss 0.104173 (0.084589) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.485)
|
|
Epoch: [38][ 501/2490] Time 0.216 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000030 (0.000030) Content loss 0.111997 (0.085177) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.476)
|
|
Epoch: [38][ 601/2490] Time 0.215 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000031 (0.000030) Content loss 0.088713 (0.085617) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.923 ( 0.452)
|
|
Epoch: [38][ 701/2490] Time 0.210 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000028 (0.000030) Content loss 0.085509 (0.085385) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.455)
|
|
Epoch: [38][ 801/2490] Time 0.217 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000034 (0.000029) Content loss 0.098341 (0.085436) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.757 ( 0.454)
|
|
Epoch: [38][ 901/2490] Time 0.216 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000033 (0.000030) Content loss 0.103550 (0.085661) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.748 ( 0.456)
|
|
Epoch: [38][1001/2490] Time 0.214 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000025 (0.000030) Content loss 0.080274 (0.085731) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.813 ( 0.464)
|
|
Epoch: [38][1101/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000019 (0.000030) Content loss 0.054848 (0.085636) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.965 ( 0.472)
|
|
Epoch: [38][1201/2490] Time 0.211 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000033 (0.000030) Content loss 0.088765 (0.085414) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.476)
|
|
Epoch: [38][1301/2490] Time 0.219 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000030) Content loss 0.059531 (0.085419) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.998 ( 0.485)
|
|
Epoch: [38][1401/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000031 (0.000030) Content loss 0.065547 (0.085456) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.999 ( 0.494)
|
|
Epoch: [38][1501/2490] Time 0.219 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000028 (0.000030) Content loss 0.083628 (0.085516) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.928 ( 0.491)
|
|
Epoch: [38][1601/2490] Time 0.216 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000030) Content loss 0.080270 (0.085309) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.341 ( 0.500)
|
|
Epoch: [38][1701/2490] Time 0.214 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000021 (0.000030) Content loss 0.071825 (0.085190) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.497)
|
|
Epoch: [38][1801/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000043 (0.000030) Content loss 0.095297 (0.085236) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.492)
|
|
Epoch: [38][1901/2490] Time 0.209 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000020 (0.000029) Content loss 0.067974 (0.085120) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.500)
|
|
Epoch: [38][2001/2490] Time 0.216 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000019 (0.000030) Content loss 0.058302 (0.085198) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.497)
|
|
Epoch: [38][2101/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000030) Content loss 0.092697 (0.085164) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.493)
|
|
Epoch: [38][2201/2490] Time 0.219 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000019 (0.000030) Content loss 0.062915 (0.085065) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.495)
|
|
Epoch: [38][2301/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000039 (0.000030) Content loss 0.103149 (0.085081) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.665 ( 0.484)
|
|
Epoch: [38][2401/2490] Time 0.215 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000020 (0.000030) Content loss 0.066484 (0.085047) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.949 ( 0.476)
|
|
Test: [1/5] Time 1.926 ( 1.926) PSNR 45.35 (45.35) SSIM 0.9819 (0.9819)
|
|
Test: [2/5] Time 1.877 ( 1.901) PSNR 48.68 (47.02) SSIM 0.9907 (0.9863)
|
|
Test: [3/5] Time 1.875 ( 1.893) PSNR 48.72 (47.59) SSIM 0.9908 (0.9878)
|
|
Test: [4/5] Time 1.244 ( 1.730) PSNR 44.34 (46.77) SSIM 0.9734 (0.9842)
|
|
Test: [5/5] Time 1.921 ( 1.769) PSNR 45.06 (46.43) SSIM 0.9799 (0.9834)
|
|
* Time 1.77 PSNR 46.43 SSIM 0.98
|
|
|
|
|
|
Epoch: [39][ 1/2490] Time 0.283 ( 0.283) Data 0.000 ( 0.000) Pixel loss 0.000032 (0.000032) Content loss 0.070237 (0.070237) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [39][ 101/2490] Time 0.215 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000031 (0.000035) Content loss 0.080593 (0.088305) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.423)
|
|
Epoch: [39][ 201/2490] Time 0.217 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000030) Content loss 0.083626 (0.086134) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.500)
|
|
Epoch: [39][ 301/2490] Time 0.215 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000029) Content loss 0.081001 (0.084640) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.509)
|
|
Epoch: [39][ 401/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000030 (0.000029) Content loss 0.104462 (0.084304) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.493)
|
|
Epoch: [39][ 501/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000038 (0.000029) Content loss 0.096593 (0.084510) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.574 ( 0.516)
|
|
Epoch: [39][ 601/2490] Time 0.219 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000025 (0.000030) Content loss 0.080781 (0.084690) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.523)
|
|
Epoch: [39][ 701/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000044 (0.000029) Content loss 0.074566 (0.084108) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.042 ( 0.524)
|
|
Epoch: [39][ 801/2490] Time 0.215 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000018 (0.000030) Content loss 0.069956 (0.084224) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.996 ( 0.528)
|
|
Epoch: [39][ 901/2490] Time 0.216 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000022 (0.000030) Content loss 0.078544 (0.084362) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.512)
|
|
Epoch: [39][1001/2490] Time 0.211 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000030) Content loss 0.117650 (0.084336) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.001 ( 0.506)
|
|
Epoch: [39][1101/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000036 (0.000029) Content loss 0.072774 (0.084121) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.011 ( 0.507)
|
|
Epoch: [39][1201/2490] Time 0.215 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000030) Content loss 0.078117 (0.084307) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.489)
|
|
Epoch: [39][1301/2490] Time 0.220 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000019 (0.000029) Content loss 0.077662 (0.084201) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.001 ( 0.476)
|
|
Epoch: [39][1401/2490] Time 0.216 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000028 (0.000030) Content loss 0.065722 (0.084108) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.467)
|
|
Epoch: [39][1501/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000036 (0.000030) Content loss 0.087085 (0.084132) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.466)
|
|
Epoch: [39][1601/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000021 (0.000030) Content loss 0.075885 (0.083982) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.997 ( 0.466)
|
|
Epoch: [39][1701/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000029) Content loss 0.095600 (0.084024) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.010 ( 0.472)
|
|
Epoch: [39][1801/2490] Time 0.214 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000028 (0.000029) Content loss 0.103494 (0.084103) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.010 ( 0.469)
|
|
Epoch: [39][1901/2490] Time 0.209 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000014 (0.000029) Content loss 0.048734 (0.084017) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.994 ( 0.467)
|
|
Epoch: [39][2001/2490] Time 0.209 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000037 (0.000029) Content loss 0.100753 (0.084153) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.463)
|
|
Epoch: [39][2101/2490] Time 0.215 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000025 (0.000029) Content loss 0.070981 (0.084181) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.466)
|
|
Epoch: [39][2201/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000027 (0.000029) Content loss 0.097728 (0.084307) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.477)
|
|
Epoch: [39][2301/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000031 (0.000029) Content loss 0.082370 (0.084208) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.121 ( 0.479)
|
|
Epoch: [39][2401/2490] Time 0.219 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000028 (0.000029) Content loss 0.092363 (0.084205) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.477)
|
|
Test: [1/5] Time 1.926 ( 1.926) PSNR 45.08 (45.08) SSIM 0.9802 (0.9802)
|
|
Test: [2/5] Time 1.878 ( 1.902) PSNR 49.80 (47.44) SSIM 0.9905 (0.9854)
|
|
Test: [3/5] Time 1.876 ( 1.894) PSNR 49.81 (48.23) SSIM 0.9906 (0.9871)
|
|
Test: [4/5] Time 1.244 ( 1.731) PSNR 45.11 (47.45) SSIM 0.9722 (0.9834)
|
|
Test: [5/5] Time 1.922 ( 1.769) PSNR 44.72 (46.90) SSIM 0.9783 (0.9823)
|
|
* Time 1.77 PSNR 46.90 SSIM 0.98
|
|
|
|
|
|
Epoch: [40][ 1/2490] Time 0.305 ( 0.305) Data 0.000 ( 0.000) Pixel loss 0.000019 (0.000019) Content loss 0.055529 (0.055529) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [40][ 101/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000058 (0.000028) Content loss 0.108624 (0.083369) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.668)
|
|
Epoch: [40][ 201/2490] Time 0.215 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000025 (0.000032) Content loss 0.067237 (0.084643) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.592)
|
|
Epoch: [40][ 301/2490] Time 0.216 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000033 (0.000032) Content loss 0.083247 (0.084936) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.645)
|
|
Epoch: [40][ 401/2490] Time 0.214 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000027 (0.000034) Content loss 0.068116 (0.085013) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.392 ( 0.649)
|
|
Epoch: [40][ 501/2490] Time 0.216 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000015 (0.000033) Content loss 0.053062 (0.084811) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.621)
|
|
Epoch: [40][ 601/2490] Time 0.214 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000028 (0.000031) Content loss 0.080795 (0.083924) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.604)
|
|
Epoch: [40][ 701/2490] Time 0.216 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000046 (0.000032) Content loss 0.090992 (0.083972) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.027 ( 0.598)
|
|
Epoch: [40][ 801/2490] Time 0.211 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000020 (0.000031) Content loss 0.063944 (0.083917) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.593)
|
|
Epoch: [40][ 901/2490] Time 0.214 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000025 (0.000030) Content loss 0.090220 (0.083978) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.004 ( 0.588)
|
|
Epoch: [40][1001/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000030 (0.000031) Content loss 0.110406 (0.083898) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.042 ( 0.586)
|
|
Epoch: [40][1101/2490] Time 0.216 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000031) Content loss 0.093966 (0.084207) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.580)
|
|
Epoch: [40][1201/2490] Time 0.216 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000030) Content loss 0.090925 (0.084016) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.577)
|
|
Epoch: [40][1301/2490] Time 0.219 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000030 (0.000030) Content loss 0.088672 (0.084047) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.571)
|
|
Epoch: [40][1401/2490] Time 0.218 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000030) Content loss 0.075678 (0.083851) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.568)
|
|
Epoch: [40][1501/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000019 (0.000030) Content loss 0.070133 (0.083906) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.082 ( 0.550)
|
|
Epoch: [40][1601/2490] Time 0.222 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000031 (0.000030) Content loss 0.083760 (0.083945) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.862 ( 0.530)
|
|
Epoch: [40][1701/2490] Time 0.215 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000033 (0.000030) Content loss 0.103365 (0.083825) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.528)
|
|
Epoch: [40][1801/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000030) Content loss 0.074884 (0.083740) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.519)
|
|
Epoch: [40][1901/2490] Time 0.217 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000019 (0.000029) Content loss 0.075472 (0.083646) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.978 ( 0.520)
|
|
Epoch: [40][2001/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000046 (0.000030) Content loss 0.101297 (0.083786) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.523)
|
|
Epoch: [40][2101/2490] Time 0.217 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000083 (0.000030) Content loss 0.101198 (0.083837) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.526)
|
|
Epoch: [40][2201/2490] Time 0.209 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000021 (0.000030) Content loss 0.067292 (0.083741) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.529)
|
|
Epoch: [40][2301/2490] Time 0.217 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000015 (0.000030) Content loss 0.058128 (0.083772) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.530)
|
|
Epoch: [40][2401/2490] Time 0.216 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000030) Content loss 0.092093 (0.083721) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.534)
|
|
Test: [1/5] Time 1.926 ( 1.926) PSNR 45.32 (45.32) SSIM 0.9800 (0.9800)
|
|
Test: [2/5] Time 1.877 ( 1.902) PSNR 48.74 (47.03) SSIM 0.9902 (0.9851)
|
|
Test: [3/5] Time 1.875 ( 1.893) PSNR 48.81 (47.62) SSIM 0.9903 (0.9868)
|
|
Test: [4/5] Time 1.244 ( 1.731) PSNR 44.56 (46.86) SSIM 0.9720 (0.9831)
|
|
Test: [5/5] Time 1.921 ( 1.769) PSNR 44.96 (46.48) SSIM 0.9780 (0.9821)
|
|
* Time 1.77 PSNR 46.48 SSIM 0.98
|
|
|
|
|
|
Epoch: [41][ 1/2490] Time 0.298 ( 0.298) Data 0.000 ( 0.000) Pixel loss 0.000022 (0.000022) Content loss 0.078038 (0.078038) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.999 ( 0.999)
|
|
Epoch: [41][ 101/2490] Time 0.218 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000022 (0.000029) Content loss 0.066000 (0.084858) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.982 ( 0.473)
|
|
Epoch: [41][ 201/2490] Time 0.213 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000028 (0.000033) Content loss 0.088174 (0.084631) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.528)
|
|
Epoch: [41][ 301/2490] Time 0.208 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000022 (0.000031) Content loss 0.083159 (0.084266) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.377 ( 0.563)
|
|
Epoch: [41][ 401/2490] Time 0.219 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000030) Content loss 0.076805 (0.084012) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.412 ( 0.532)
|
|
Epoch: [41][ 501/2490] Time 0.216 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000027 (0.000029) Content loss 0.090842 (0.083430) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.556)
|
|
Epoch: [41][ 601/2490] Time 0.209 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000028 (0.000029) Content loss 0.082732 (0.083127) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.554)
|
|
Epoch: [41][ 701/2490] Time 0.216 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000027 (0.000029) Content loss 0.070667 (0.082742) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.527)
|
|
Epoch: [41][ 801/2490] Time 0.210 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000029) Content loss 0.058696 (0.083140) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.557)
|
|
Epoch: [41][ 901/2490] Time 0.210 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000018 (0.000029) Content loss 0.081018 (0.083300) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.550)
|
|
Epoch: [41][1001/2490] Time 0.216 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000029) Content loss 0.105123 (0.083230) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.542)
|
|
Epoch: [41][1101/2490] Time 0.249 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000029) Content loss 0.104264 (0.083391) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.993 ( 0.529)
|
|
Epoch: [41][1201/2490] Time 0.251 ( 0.217) Data 0.000 ( 0.000) Pixel loss 0.000020 (0.000029) Content loss 0.068698 (0.083343) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.515)
|
|
Epoch: [41][1301/2490] Time 0.209 ( 0.218) Data 0.000 ( 0.000) Pixel loss 0.000033 (0.000029) Content loss 0.105366 (0.083238) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.801 ( 0.499)
|
|
Epoch: [41][1401/2490] Time 0.209 ( 0.218) Data 0.000 ( 0.000) Pixel loss 0.000063 (0.000029) Content loss 0.078001 (0.083299) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.481)
|
|
Epoch: [41][1501/2490] Time 0.218 ( 0.217) Data 0.000 ( 0.000) Pixel loss 0.000038 (0.000029) Content loss 0.087021 (0.083274) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.001 ( 0.464)
|
|
Epoch: [41][1601/2490] Time 0.209 ( 0.217) Data 0.000 ( 0.000) Pixel loss 0.000033 (0.000029) Content loss 0.090687 (0.083226) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.458)
|
|
Epoch: [41][1701/2490] Time 0.219 ( 0.217) Data 0.000 ( 0.000) Pixel loss 0.000034 (0.000028) Content loss 0.087392 (0.083271) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.458)
|
|
Epoch: [41][1801/2490] Time 0.217 ( 0.217) Data 0.000 ( 0.000) Pixel loss 0.000019 (0.000028) Content loss 0.079221 (0.083301) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.927 ( 0.447)
|
|
Epoch: [41][1901/2490] Time 0.218 ( 0.217) Data 0.000 ( 0.000) Pixel loss 0.000030 (0.000028) Content loss 0.084456 (0.083295) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.444)
|
|
Epoch: [41][2001/2490] Time 0.210 ( 0.217) Data 0.000 ( 0.000) Pixel loss 0.000028 (0.000028) Content loss 0.080049 (0.083261) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.952 ( 0.441)
|
|
Epoch: [41][2101/2490] Time 0.218 ( 0.217) Data 0.000 ( 0.000) Pixel loss 0.000020 (0.000028) Content loss 0.072901 (0.083212) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.257 ( 0.438)
|
|
Epoch: [41][2201/2490] Time 0.210 ( 0.217) Data 0.000 ( 0.000) Pixel loss 0.000029 (0.000028) Content loss 0.094334 (0.083221) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.452)
|
|
Epoch: [41][2301/2490] Time 0.211 ( 0.217) Data 0.000 ( 0.000) Pixel loss 0.000028 (0.000028) Content loss 0.109497 (0.083235) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.971 ( 0.459)
|
|
Epoch: [41][2401/2490] Time 0.218 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000028 (0.000028) Content loss 0.090559 (0.083199) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.605 ( 0.462)
|
|
Test: [1/5] Time 1.926 ( 1.926) PSNR 46.11 (46.11) SSIM 0.9799 (0.9799)
|
|
Test: [2/5] Time 1.878 ( 1.902) PSNR 49.30 (47.70) SSIM 0.9896 (0.9847)
|
|
Test: [3/5] Time 1.875 ( 1.893) PSNR 49.33 (48.24) SSIM 0.9897 (0.9864)
|
|
Test: [4/5] Time 1.244 ( 1.731) PSNR 44.87 (47.40) SSIM 0.9721 (0.9828)
|
|
Test: [5/5] Time 1.922 ( 1.769) PSNR 45.70 (47.06) SSIM 0.9778 (0.9818)
|
|
* Time 1.77 PSNR 47.06 SSIM 0.98
|
|
|
|
|
|
Epoch: [42][ 1/2490] Time 0.296 ( 0.296) Data 0.000 ( 0.000) Pixel loss 0.000025 (0.000025) Content loss 0.086557 (0.086557) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.834 ( 0.834)
|
|
Epoch: [42][ 101/2490] Time 0.215 ( 0.230) Data 0.000 ( 0.000) Pixel loss 0.000021 (0.000026) Content loss 0.076334 (0.085326) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.556)
|
|
Epoch: [42][ 201/2490] Time 0.213 ( 0.223) Data 0.000 ( 0.000) Pixel loss 0.000028 (0.000027) Content loss 0.094273 (0.084716) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.502)
|
|
Epoch: [42][ 301/2490] Time 0.211 ( 0.220) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000025) Content loss 0.076279 (0.084028) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.984 ( 0.477)
|
|
Epoch: [42][ 401/2490] Time 0.213 ( 0.219) Data 0.000 ( 0.000) Pixel loss 0.000027 (0.000026) Content loss 0.052542 (0.083450) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.998 ( 0.454)
|
|
Epoch: [42][ 501/2490] Time 0.209 ( 0.218) Data 0.000 ( 0.000) Pixel loss 0.000064 (0.000026) Content loss 0.104756 (0.083408) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.531 ( 0.481)
|
|
Epoch: [42][ 601/2490] Time 0.215 ( 0.217) Data 0.000 ( 0.000) Pixel loss 0.000020 (0.000027) Content loss 0.061001 (0.083082) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.502)
|
|
Epoch: [42][ 701/2490] Time 0.209 ( 0.217) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000029) Content loss 0.099291 (0.083525) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.467)
|
|
Epoch: [42][ 801/2490] Time 0.218 ( 0.217) Data 0.000 ( 0.000) Pixel loss 0.000022 (0.000029) Content loss 0.079767 (0.083006) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.711 ( 0.451)
|
|
Epoch: [42][ 901/2490] Time 0.217 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000029) Content loss 0.065702 (0.082964) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.438)
|
|
Epoch: [42][1001/2490] Time 0.209 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000021 (0.000029) Content loss 0.091279 (0.082917) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.496 ( 0.413)
|
|
Epoch: [42][1101/2490] Time 0.214 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000033 (0.000029) Content loss 0.100425 (0.082742) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.390)
|
|
Epoch: [42][1201/2490] Time 0.218 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000022 (0.000029) Content loss 0.084158 (0.082845) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.151 ( 0.377)
|
|
Epoch: [42][1301/2490] Time 0.210 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000029) Content loss 0.082307 (0.082808) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.001 ( 0.365)
|
|
Epoch: [42][1401/2490] Time 0.211 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000076 (0.000029) Content loss 0.079240 (0.082810) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.001 ( 0.361)
|
|
Epoch: [42][1501/2490] Time 0.209 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000029) Content loss 0.078820 (0.082822) Adversarial loss 0.000000 (0.000003) D(HR) 0.000 ( 0.987) D(SR) 0.000 ( 0.369)
|
|
Epoch: [42][1601/2490] Time 0.215 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000031 (0.000029) Content loss 0.092241 (0.082958) Adversarial loss 0.000000 (0.000003) D(HR) 1.000 ( 0.983) D(SR) 1.000 ( 0.383)
|
|
Epoch: [42][1701/2490] Time 0.209 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000022 (0.000029) Content loss 0.071333 (0.083072) Adversarial loss 0.000000 (0.000003) D(HR) 1.000 ( 0.984) D(SR) 1.000 ( 0.419)
|
|
Epoch: [42][1801/2490] Time 0.214 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000019 (0.000029) Content loss 0.072977 (0.083169) Adversarial loss 0.000000 (0.000003) D(HR) 1.000 ( 0.985) D(SR) 1.000 ( 0.452)
|
|
Epoch: [42][1901/2490] Time 0.256 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000077 (0.000030) Content loss 0.099875 (0.083200) Adversarial loss 0.000000 (0.000002) D(HR) 1.000 ( 0.986) D(SR) 1.000 ( 0.480)
|
|
Epoch: [42][2001/2490] Time 0.211 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000013 (0.000029) Content loss 0.048840 (0.083221) Adversarial loss 0.000000 (0.000002) D(HR) 1.000 ( 0.987) D(SR) 1.000 ( 0.506)
|
|
Epoch: [42][2101/2490] Time 0.208 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000029) Content loss 0.081198 (0.083064) Adversarial loss 0.000000 (0.000002) D(HR) 1.000 ( 0.987) D(SR) 1.000 ( 0.530)
|
|
Epoch: [42][2201/2490] Time 0.210 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000015 (0.000029) Content loss 0.062107 (0.082921) Adversarial loss 0.000000 (0.000002) D(HR) 1.000 ( 0.988) D(SR) 1.000 ( 0.551)
|
|
Epoch: [42][2301/2490] Time 0.213 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000029) Content loss 0.098196 (0.083029) Adversarial loss 0.000000 (0.000002) D(HR) 1.000 ( 0.988) D(SR) 1.000 ( 0.571)
|
|
Epoch: [42][2401/2490] Time 0.216 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000025 (0.000029) Content loss 0.079799 (0.083093) Adversarial loss 0.000000 (0.000002) D(HR) 1.000 ( 0.989) D(SR) 1.000 ( 0.589)
|
|
Test: [1/5] Time 1.926 ( 1.926) PSNR 45.45 (45.45) SSIM 0.9825 (0.9825)
|
|
Test: [2/5] Time 1.877 ( 1.902) PSNR 49.76 (47.61) SSIM 0.9907 (0.9866)
|
|
Test: [3/5] Time 1.876 ( 1.893) PSNR 49.80 (48.34) SSIM 0.9908 (0.9880)
|
|
Test: [4/5] Time 1.244 ( 1.731) PSNR 45.74 (47.69) SSIM 0.9751 (0.9848)
|
|
Test: [5/5] Time 1.921 ( 1.769) PSNR 45.14 (47.18) SSIM 0.9806 (0.9840)
|
|
* Time 1.77 PSNR 47.18 SSIM 0.98
|
|
|
|
|
|
Epoch: [43][ 1/2490] Time 0.280 ( 0.280) Data 0.000 ( 0.000) Pixel loss 0.000033 (0.000033) Content loss 0.104184 (0.104184) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [43][ 101/2490] Time 0.215 ( 0.232) Data 0.000 ( 0.000) Pixel loss 0.000029 (0.000029) Content loss 0.085344 (0.083378) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [43][ 201/2490] Time 0.213 ( 0.222) Data 0.000 ( 0.000) Pixel loss 0.000034 (0.000029) Content loss 0.083976 (0.083211) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [43][ 301/2490] Time 0.210 ( 0.219) Data 0.000 ( 0.000) Pixel loss 0.000040 (0.000029) Content loss 0.072080 (0.083550) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [43][ 401/2490] Time 0.209 ( 0.217) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000029) Content loss 0.073437 (0.083220) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [43][ 501/2490] Time 0.210 ( 0.217) Data 0.000 ( 0.000) Pixel loss 0.000019 (0.000029) Content loss 0.075464 (0.083369) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [43][ 601/2490] Time 0.211 ( 0.219) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000029) Content loss 0.086773 (0.083425) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [43][ 701/2490] Time 0.209 ( 0.218) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000029) Content loss 0.108918 (0.083506) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [43][ 801/2490] Time 0.215 ( 0.217) Data 0.000 ( 0.000) Pixel loss 0.000021 (0.000030) Content loss 0.084692 (0.083805) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [43][ 901/2490] Time 0.218 ( 0.217) Data 0.000 ( 0.000) Pixel loss 0.000022 (0.000029) Content loss 0.059616 (0.083463) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [43][1001/2490] Time 0.209 ( 0.217) Data 0.000 ( 0.000) Pixel loss 0.000027 (0.000029) Content loss 0.070974 (0.083358) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [43][1101/2490] Time 0.210 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000057 (0.000029) Content loss 0.074354 (0.083160) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [43][1201/2490] Time 0.210 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000020 (0.000029) Content loss 0.068183 (0.083429) Adversarial loss 0.000001 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [43][1301/2490] Time 0.210 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000019 (0.000029) Content loss 0.063107 (0.083322) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [43][1401/2490] Time 0.209 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000028 (0.000029) Content loss 0.087234 (0.083380) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [43][1501/2490] Time 0.215 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000042 (0.000029) Content loss 0.090375 (0.083359) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [43][1601/2490] Time 0.215 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000029) Content loss 0.090163 (0.083153) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [43][1701/2490] Time 0.217 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000029) Content loss 0.069860 (0.083040) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [43][1801/2490] Time 0.209 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000020 (0.000029) Content loss 0.067449 (0.083097) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [43][1901/2490] Time 0.208 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000029 (0.000029) Content loss 0.097604 (0.082933) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [43][2001/2490] Time 0.219 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000019 (0.000029) Content loss 0.082581 (0.082804) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [43][2101/2490] Time 0.217 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000029) Content loss 0.084543 (0.082701) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [43][2201/2490] Time 0.216 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000017 (0.000029) Content loss 0.053080 (0.082687) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [43][2301/2490] Time 0.214 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000032 (0.000029) Content loss 0.077976 (0.082705) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [43][2401/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000033 (0.000029) Content loss 0.083979 (0.082696) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Test: [1/5] Time 1.926 ( 1.926) PSNR 46.89 (46.89) SSIM 0.9819 (0.9819)
|
|
Test: [2/5] Time 1.877 ( 1.901) PSNR 49.42 (48.16) SSIM 0.9911 (0.9865)
|
|
Test: [3/5] Time 1.875 ( 1.893) PSNR 49.44 (48.59) SSIM 0.9913 (0.9881)
|
|
Test: [4/5] Time 1.244 ( 1.730) PSNR 45.54 (47.82) SSIM 0.9745 (0.9847)
|
|
Test: [5/5] Time 1.921 ( 1.769) PSNR 46.39 (47.54) SSIM 0.9800 (0.9837)
|
|
* Time 1.77 PSNR 47.54 SSIM 0.98
|
|
|
|
|
|
Epoch: [44][ 1/2490] Time 0.305 ( 0.305) Data 0.000 ( 0.000) Pixel loss 0.000036 (0.000036) Content loss 0.099029 (0.099029) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [44][ 101/2490] Time 0.210 ( 0.217) Data 0.000 ( 0.000) Pixel loss 0.000022 (0.000028) Content loss 0.094178 (0.080815) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [44][ 201/2490] Time 0.209 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000039 (0.000026) Content loss 0.096762 (0.081450) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [44][ 301/2490] Time 0.214 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000016 (0.000027) Content loss 0.054322 (0.081640) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [44][ 401/2490] Time 0.208 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000019 (0.000029) Content loss 0.064578 (0.081650) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [44][ 501/2490] Time 0.211 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000031 (0.000029) Content loss 0.106025 (0.081767) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [44][ 601/2490] Time 0.216 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000029) Content loss 0.075377 (0.082149) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [44][ 701/2490] Time 0.210 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000029) Content loss 0.084532 (0.082674) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [44][ 801/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000029) Content loss 0.077767 (0.083089) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [44][ 901/2490] Time 0.211 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000021 (0.000029) Content loss 0.080385 (0.082809) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [44][1001/2490] Time 0.209 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000029) Content loss 0.094780 (0.082872) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [44][1101/2490] Time 0.215 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000027 (0.000029) Content loss 0.072096 (0.083086) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [44][1201/2490] Time 0.209 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000043 (0.000029) Content loss 0.096336 (0.083050) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [44][1301/2490] Time 0.215 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000020 (0.000029) Content loss 0.072339 (0.082903) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [44][1401/2490] Time 0.209 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000017 (0.000028) Content loss 0.076382 (0.082774) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [44][1501/2490] Time 0.216 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000033 (0.000028) Content loss 0.087374 (0.082579) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [44][1601/2490] Time 0.217 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000028) Content loss 0.075404 (0.082685) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [44][1701/2490] Time 0.217 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000028) Content loss 0.062943 (0.082670) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [44][1801/2490] Time 0.210 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000020 (0.000029) Content loss 0.066264 (0.082632) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [44][1901/2490] Time 0.209 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000021 (0.000029) Content loss 0.059585 (0.082647) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [44][2001/2490] Time 0.209 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000030 (0.000029) Content loss 0.096502 (0.082587) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [44][2101/2490] Time 0.209 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000029) Content loss 0.088915 (0.082519) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [44][2201/2490] Time 0.219 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000029) Content loss 0.087235 (0.082601) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [44][2301/2490] Time 0.216 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000025 (0.000029) Content loss 0.100786 (0.082562) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [44][2401/2490] Time 0.209 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000028) Content loss 0.073468 (0.082503) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Test: [1/5] Time 1.926 ( 1.926) PSNR 46.96 (46.96) SSIM 0.9832 (0.9832)
|
|
Test: [2/5] Time 1.877 ( 1.902) PSNR 49.92 (48.44) SSIM 0.9907 (0.9869)
|
|
Test: [3/5] Time 1.875 ( 1.893) PSNR 49.94 (48.94) SSIM 0.9907 (0.9882)
|
|
Test: [4/5] Time 1.244 ( 1.731) PSNR 45.73 (48.14) SSIM 0.9746 (0.9848)
|
|
Test: [5/5] Time 1.922 ( 1.769) PSNR 46.44 (47.80) SSIM 0.9814 (0.9841)
|
|
* Time 1.77 PSNR 47.80 SSIM 0.98
|
|
|
|
|
|
Epoch: [45][ 1/2490] Time 0.291 ( 0.291) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000023) Content loss 0.072821 (0.072821) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [45][ 101/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000028 (0.000038) Content loss 0.085299 (0.085793) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [45][ 201/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000021 (0.000032) Content loss 0.081479 (0.083351) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [45][ 301/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000031) Content loss 0.104986 (0.082748) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [45][ 401/2490] Time 0.215 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000050 (0.000030) Content loss 0.075753 (0.082824) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [45][ 501/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000016 (0.000030) Content loss 0.066528 (0.082183) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [45][ 601/2490] Time 0.218 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000030 (0.000030) Content loss 0.062310 (0.082337) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [45][ 701/2490] Time 0.219 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000083 (0.000031) Content loss 0.110457 (0.082894) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [45][ 801/2490] Time 0.213 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000014 (0.000031) Content loss 0.058346 (0.082932) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [45][ 901/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000017 (0.000030) Content loss 0.068824 (0.082735) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [45][1001/2490] Time 0.211 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000030) Content loss 0.093277 (0.082620) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [45][1101/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000030) Content loss 0.065882 (0.082525) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [45][1201/2490] Time 0.216 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000025 (0.000030) Content loss 0.082811 (0.082540) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [45][1301/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000035 (0.000030) Content loss 0.075002 (0.082383) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [45][1401/2490] Time 0.218 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000030) Content loss 0.064651 (0.082364) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [45][1501/2490] Time 0.217 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000021 (0.000029) Content loss 0.084262 (0.082286) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [45][1601/2490] Time 0.210 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000029) Content loss 0.085286 (0.082129) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [45][1701/2490] Time 0.218 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000022 (0.000029) Content loss 0.080594 (0.082152) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [45][1801/2490] Time 0.209 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000035 (0.000029) Content loss 0.086790 (0.082115) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [45][1901/2490] Time 0.215 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000020 (0.000029) Content loss 0.076882 (0.082192) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [45][2001/2490] Time 0.210 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000027 (0.000029) Content loss 0.074039 (0.082252) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [45][2101/2490] Time 0.209 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000016 (0.000029) Content loss 0.052100 (0.082377) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [45][2201/2490] Time 0.211 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000038 (0.000029) Content loss 0.074545 (0.082503) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [45][2301/2490] Time 0.216 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000016 (0.000029) Content loss 0.054256 (0.082353) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.999)
|
|
Epoch: [45][2401/2490] Time 0.209 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000022 (0.000029) Content loss 0.079646 (0.082231) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.998)
|
|
Test: [1/5] Time 1.926 ( 1.926) PSNR 41.13 (41.13) SSIM 0.9808 (0.9808)
|
|
Test: [2/5] Time 1.877 ( 1.902) PSNR 48.82 (44.98) SSIM 0.9905 (0.9857)
|
|
Test: [3/5] Time 1.875 ( 1.893) PSNR 48.83 (46.26) SSIM 0.9906 (0.9873)
|
|
Test: [4/5] Time 1.244 ( 1.731) PSNR 43.38 (45.54) SSIM 0.9726 (0.9836)
|
|
Test: [5/5] Time 1.922 ( 1.769) PSNR 40.98 (44.63) SSIM 0.9787 (0.9827)
|
|
* Time 1.77 PSNR 44.63 SSIM 0.98
|
|
|
|
|
|
Epoch: [46][ 1/2490] Time 0.291 ( 0.291) Data 0.000 ( 0.000) Pixel loss 0.000065 (0.000065) Content loss 0.086486 (0.086486) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 1.000)
|
|
Epoch: [46][ 101/2490] Time 0.213 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000033 (0.000030) Content loss 0.056852 (0.082990) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.999)
|
|
Epoch: [46][ 201/2490] Time 0.210 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000022 (0.000030) Content loss 0.075515 (0.082866) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.981)
|
|
Epoch: [46][ 301/2490] Time 0.216 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000021 (0.000029) Content loss 0.070618 (0.081473) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.974)
|
|
Epoch: [46][ 401/2490] Time 0.215 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000028) Content loss 0.081232 (0.081333) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.977)
|
|
Epoch: [46][ 501/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000019 (0.000028) Content loss 0.080056 (0.081693) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.975)
|
|
Epoch: [46][ 601/2490] Time 0.212 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000030 (0.000029) Content loss 0.081125 (0.081622) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.977)
|
|
Epoch: [46][ 701/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000040 (0.000029) Content loss 0.080617 (0.081651) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.990) D(SR) 0.000 ( 0.893)
|
|
Epoch: [46][ 801/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000029) Content loss 0.084049 (0.081696) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.957) D(SR) 0.000 ( 0.794)
|
|
Epoch: [46][ 901/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000022 (0.000028) Content loss 0.079979 (0.081582) Adversarial loss 0.000000 (0.000000) D(HR) 0.053 ( 0.906) D(SR) 0.000 ( 0.707)
|
|
Epoch: [46][1001/2490] Time 0.209 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000030 (0.000028) Content loss 0.078514 (0.081658) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.873) D(SR) 0.000 ( 0.638)
|
|
Epoch: [46][1101/2490] Time 0.213 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000027 (0.000028) Content loss 0.091684 (0.081726) Adversarial loss 0.000000 (0.000000) D(HR) 0.001 ( 0.850) D(SR) 0.000 ( 0.584)
|
|
Epoch: [46][1201/2490] Time 0.215 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000022 (0.000029) Content loss 0.089327 (0.081828) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.836) D(SR) 0.000 ( 0.539)
|
|
Epoch: [46][1301/2490] Time 0.217 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000021 (0.000028) Content loss 0.057612 (0.081664) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.826) D(SR) 0.000 ( 0.501)
|
|
Epoch: [46][1401/2490] Time 0.216 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000069 (0.000028) Content loss 0.100708 (0.081680) Adversarial loss 0.000000 (0.000000) D(HR) 0.066 ( 0.815) D(SR) 0.000 ( 0.467)
|
|
Epoch: [46][1501/2490] Time 0.216 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000028) Content loss 0.085443 (0.081702) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.807) D(SR) 0.000 ( 0.439)
|
|
Epoch: [46][1601/2490] Time 0.216 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000018 (0.000028) Content loss 0.064971 (0.081500) Adversarial loss 0.000000 (0.000000) D(HR) 0.967 ( 0.800) D(SR) 0.000 ( 0.412)
|
|
Epoch: [46][1701/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000028) Content loss 0.085436 (0.081423) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.796) D(SR) 0.000 ( 0.393)
|
|
Epoch: [46][1801/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000029 (0.000028) Content loss 0.093068 (0.081360) Adversarial loss 0.000000 (0.000000) D(HR) 0.995 ( 0.797) D(SR) 0.000 ( 0.372)
|
|
Epoch: [46][1901/2490] Time 0.214 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000038 (0.000028) Content loss 0.094080 (0.081346) Adversarial loss 0.000000 (0.000000) D(HR) 0.870 ( 0.795) D(SR) 0.000 ( 0.355)
|
|
Epoch: [46][2001/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000028) Content loss 0.118183 (0.081507) Adversarial loss 0.000000 (0.000000) D(HR) 0.097 ( 0.793) D(SR) 0.000 ( 0.339)
|
|
Epoch: [46][2101/2490] Time 0.211 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000029) Content loss 0.081181 (0.081526) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.793) D(SR) 0.000 ( 0.323)
|
|
Epoch: [46][2201/2490] Time 0.211 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000028 (0.000029) Content loss 0.089659 (0.081582) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.793) D(SR) 0.000 ( 0.311)
|
|
Epoch: [46][2301/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000014 (0.000028) Content loss 0.055681 (0.081627) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.787) D(SR) 0.000 ( 0.298)
|
|
Epoch: [46][2401/2490] Time 0.216 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000029) Content loss 0.069889 (0.081695) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.785) D(SR) 0.000 ( 0.287)
|
|
Test: [1/5] Time 1.926 ( 1.926) PSNR 46.96 (46.96) SSIM 0.9813 (0.9813)
|
|
Test: [2/5] Time 1.877 ( 1.902) PSNR 49.66 (48.31) SSIM 0.9907 (0.9860)
|
|
Test: [3/5] Time 1.876 ( 1.893) PSNR 49.73 (48.78) SSIM 0.9908 (0.9876)
|
|
Test: [4/5] Time 1.244 ( 1.731) PSNR 45.35 (47.93) SSIM 0.9730 (0.9839)
|
|
Test: [5/5] Time 1.922 ( 1.769) PSNR 46.44 (47.63) SSIM 0.9792 (0.9830)
|
|
* Time 1.77 PSNR 47.63 SSIM 0.98
|
|
|
|
|
|
Epoch: [47][ 1/2490] Time 0.269 ( 0.269) Data 0.000 ( 0.000) Pixel loss 0.000021 (0.000021) Content loss 0.083089 (0.083089) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [47][ 101/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000018 (0.000026) Content loss 0.074879 (0.080999) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.561) D(SR) 0.000 ( 0.000)
|
|
Epoch: [47][ 201/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000027 (0.000025) Content loss 0.097234 (0.080664) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.638) D(SR) 0.000 ( 0.005)
|
|
Epoch: [47][ 301/2490] Time 0.216 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000025 (0.000026) Content loss 0.078646 (0.081106) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.670) D(SR) 0.000 ( 0.006)
|
|
Epoch: [47][ 401/2490] Time 0.209 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000016 (0.000026) Content loss 0.043113 (0.081247) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.684) D(SR) 0.000 ( 0.005)
|
|
Epoch: [47][ 501/2490] Time 0.217 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000043 (0.000026) Content loss 0.105136 (0.081154) Adversarial loss 0.000000 (0.000000) D(HR) 0.973 ( 0.665) D(SR) 0.000 ( 0.008)
|
|
Epoch: [47][ 601/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000025 (0.000026) Content loss 0.079335 (0.081245) Adversarial loss 0.000000 (0.000007) D(HR) 1.000 ( 0.693) D(SR) 1.000 ( 0.032)
|
|
Epoch: [47][ 701/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000025 (0.000026) Content loss 0.067517 (0.081258) Adversarial loss 0.000000 (0.000006) D(HR) 1.000 ( 0.737) D(SR) 0.000 ( 0.036)
|
|
Epoch: [47][ 801/2490] Time 0.215 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000032 (0.000026) Content loss 0.097098 (0.081222) Adversarial loss 0.000000 (0.000005) D(HR) 1.000 ( 0.770) D(SR) 0.000 ( 0.051)
|
|
Epoch: [47][ 901/2490] Time 0.218 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000016 (0.000027) Content loss 0.060808 (0.081498) Adversarial loss 0.000000 (0.000005) D(HR) 1.000 ( 0.796) D(SR) 1.000 ( 0.069)
|
|
Epoch: [47][1001/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000018 (0.000026) Content loss 0.065206 (0.081382) Adversarial loss 0.000000 (0.000004) D(HR) 1.000 ( 0.816) D(SR) 1.000 ( 0.094)
|
|
Epoch: [47][1101/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000049 (0.000027) Content loss 0.086462 (0.081586) Adversarial loss 0.000000 (0.000004) D(HR) 1.000 ( 0.833) D(SR) 1.000 ( 0.131)
|
|
Epoch: [47][1201/2490] Time 0.215 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000019 (0.000027) Content loss 0.072667 (0.081653) Adversarial loss 0.000000 (0.000003) D(HR) 1.000 ( 0.847) D(SR) 1.000 ( 0.163)
|
|
Epoch: [47][1301/2490] Time 0.219 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000027) Content loss 0.082781 (0.081605) Adversarial loss 0.000000 (0.000003) D(HR) 1.000 ( 0.858) D(SR) 0.000 ( 0.194)
|
|
Epoch: [47][1401/2490] Time 0.216 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000032 (0.000027) Content loss 0.097027 (0.081404) Adversarial loss 0.000000 (0.000003) D(HR) 1.000 ( 0.868) D(SR) 0.000 ( 0.192)
|
|
Epoch: [47][1501/2490] Time 0.214 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000058 (0.000027) Content loss 0.081776 (0.081338) Adversarial loss 0.000000 (0.000003) D(HR) 1.000 ( 0.877) D(SR) 0.000 ( 0.183)
|
|
Epoch: [47][1601/2490] Time 0.217 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000028 (0.000027) Content loss 0.090381 (0.081208) Adversarial loss 0.000000 (0.000003) D(HR) 1.000 ( 0.885) D(SR) 0.000 ( 0.176)
|
|
Epoch: [47][1701/2490] Time 0.218 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000027) Content loss 0.076846 (0.081109) Adversarial loss 0.000000 (0.000002) D(HR) 1.000 ( 0.888) D(SR) 0.000 ( 0.167)
|
|
Epoch: [47][1801/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000019 (0.000027) Content loss 0.050396 (0.081004) Adversarial loss 0.000000 (0.000002) D(HR) 0.999 ( 0.859) D(SR) 0.000 ( 0.158)
|
|
Epoch: [47][1901/2490] Time 0.215 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000035 (0.000027) Content loss 0.107918 (0.081010) Adversarial loss 0.000000 (0.000002) D(HR) 0.000 ( 0.832) D(SR) 0.000 ( 0.149)
|
|
Epoch: [47][2001/2490] Time 0.218 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000020 (0.000027) Content loss 0.085501 (0.080988) Adversarial loss 0.000000 (0.000002) D(HR) 0.000 ( 0.804) D(SR) 0.000 ( 0.142)
|
|
Epoch: [47][2101/2490] Time 0.218 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000030 (0.000027) Content loss 0.075291 (0.080976) Adversarial loss 0.000000 (0.000002) D(HR) 1.000 ( 0.777) D(SR) 0.000 ( 0.135)
|
|
Epoch: [47][2201/2490] Time 0.209 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000027 (0.000027) Content loss 0.090261 (0.080942) Adversarial loss 0.000000 (0.000002) D(HR) 1.000 ( 0.759) D(SR) 0.000 ( 0.129)
|
|
Epoch: [47][2301/2490] Time 0.217 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000042 (0.000027) Content loss 0.106728 (0.080962) Adversarial loss 0.000000 (0.000002) D(HR) 0.000 ( 0.740) D(SR) 0.000 ( 0.123)
|
|
Epoch: [47][2401/2490] Time 0.215 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000028 (0.000027) Content loss 0.107318 (0.081015) Adversarial loss 0.000000 (0.000002) D(HR) 0.000 ( 0.724) D(SR) 0.000 ( 0.118)
|
|
Test: [1/5] Time 1.926 ( 1.926) PSNR 46.98 (46.98) SSIM 0.9817 (0.9817)
|
|
Test: [2/5] Time 1.877 ( 1.902) PSNR 49.39 (48.18) SSIM 0.9905 (0.9861)
|
|
Test: [3/5] Time 1.876 ( 1.893) PSNR 49.41 (48.59) SSIM 0.9905 (0.9876)
|
|
Test: [4/5] Time 1.244 ( 1.731) PSNR 45.21 (47.75) SSIM 0.9724 (0.9838)
|
|
Test: [5/5] Time 1.922 ( 1.769) PSNR 46.47 (47.49) SSIM 0.9796 (0.9829)
|
|
* Time 1.77 PSNR 47.49 SSIM 0.98
|
|
|
|
|
|
Epoch: [48][ 1/2490] Time 0.280 ( 0.280) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000024) Content loss 0.081889 (0.081889) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [48][ 101/2490] Time 0.215 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000029) Content loss 0.077961 (0.082492) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.382) D(SR) 0.000 ( 0.000)
|
|
Epoch: [48][ 201/2490] Time 0.214 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000020 (0.000029) Content loss 0.042958 (0.081991) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.352) D(SR) 0.000 ( 0.000)
|
|
Epoch: [48][ 301/2490] Time 0.213 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000014 (0.000028) Content loss 0.056116 (0.081438) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.330) D(SR) 0.000 ( 0.000)
|
|
Epoch: [48][ 401/2490] Time 0.216 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000028) Content loss 0.087413 (0.081296) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.330) D(SR) 0.000 ( 0.000)
|
|
Epoch: [48][ 501/2490] Time 0.215 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000047 (0.000027) Content loss 0.091689 (0.081253) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.329) D(SR) 0.000 ( 0.000)
|
|
Epoch: [48][ 601/2490] Time 0.217 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000027) Content loss 0.103395 (0.081293) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.358) D(SR) 0.000 ( 0.000)
|
|
Epoch: [48][ 701/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000021 (0.000027) Content loss 0.081574 (0.081014) Adversarial loss 0.000000 (0.000000) D(HR) 0.413 ( 0.374) D(SR) 0.000 ( 0.000)
|
|
Epoch: [48][ 801/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000091 (0.000028) Content loss 0.088802 (0.081155) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.391) D(SR) 0.000 ( 0.000)
|
|
Epoch: [48][ 901/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000032 (0.000028) Content loss 0.103669 (0.081203) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.406) D(SR) 0.000 ( 0.000)
|
|
Epoch: [48][1001/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000041 (0.000028) Content loss 0.078171 (0.081308) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.412) D(SR) 0.000 ( 0.000)
|
|
Epoch: [48][1101/2490] Time 0.214 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000025 (0.000028) Content loss 0.091502 (0.081189) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.416) D(SR) 0.000 ( 0.000)
|
|
Epoch: [48][1201/2490] Time 0.216 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000022 (0.000028) Content loss 0.099379 (0.081114) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.421) D(SR) 0.000 ( 0.000)
|
|
Epoch: [48][1301/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000028 (0.000028) Content loss 0.096037 (0.081159) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.439) D(SR) 0.000 ( 0.000)
|
|
Epoch: [48][1401/2490] Time 0.217 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000028) Content loss 0.056438 (0.081049) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.473) D(SR) 0.000 ( 0.000)
|
|
Epoch: [48][1501/2490] Time 0.211 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000025 (0.000027) Content loss 0.090290 (0.081036) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.500) D(SR) 0.000 ( 0.000)
|
|
Epoch: [48][1601/2490] Time 0.218 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000027) Content loss 0.082262 (0.081105) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.527) D(SR) 0.000 ( 0.000)
|
|
Epoch: [48][1701/2490] Time 0.218 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000074 (0.000028) Content loss 0.083418 (0.081154) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.548) D(SR) 0.000 ( 0.000)
|
|
Epoch: [48][1801/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000025 (0.000028) Content loss 0.077192 (0.080968) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.568) D(SR) 0.000 ( 0.000)
|
|
Epoch: [48][1901/2490] Time 0.215 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000027) Content loss 0.093586 (0.080836) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.586) D(SR) 0.000 ( 0.000)
|
|
Epoch: [48][2001/2490] Time 0.216 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000020 (0.000027) Content loss 0.076342 (0.080797) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.601) D(SR) 0.000 ( 0.000)
|
|
Epoch: [48][2101/2490] Time 0.218 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000021 (0.000027) Content loss 0.072710 (0.080710) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.615) D(SR) 0.000 ( 0.000)
|
|
Epoch: [48][2201/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000027) Content loss 0.096438 (0.080636) Adversarial loss 0.000000 (0.000000) D(HR) 0.953 ( 0.628) D(SR) 0.000 ( 0.000)
|
|
Epoch: [48][2301/2490] Time 0.217 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000029 (0.000027) Content loss 0.081486 (0.080646) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.641) D(SR) 0.000 ( 0.000)
|
|
Epoch: [48][2401/2490] Time 0.218 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000027 (0.000027) Content loss 0.081860 (0.080668) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.653) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 1.926 ( 1.926) PSNR 46.56 (46.56) SSIM 0.9824 (0.9824)
|
|
Test: [2/5] Time 1.877 ( 1.901) PSNR 49.45 (48.01) SSIM 0.9911 (0.9867)
|
|
Test: [3/5] Time 1.876 ( 1.893) PSNR 49.44 (48.48) SSIM 0.9911 (0.9882)
|
|
Test: [4/5] Time 1.244 ( 1.731) PSNR 45.11 (47.64) SSIM 0.9746 (0.9848)
|
|
Test: [5/5] Time 1.921 ( 1.769) PSNR 46.11 (47.33) SSIM 0.9805 (0.9839)
|
|
* Time 1.77 PSNR 47.33 SSIM 0.98
|
|
|
|
|
|
Epoch: [49][ 1/2490] Time 0.294 ( 0.294) Data 0.000 ( 0.000) Pixel loss 0.000027 (0.000027) Content loss 0.078130 (0.078130) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [49][ 101/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000021 (0.000023) Content loss 0.062021 (0.076862) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.891) D(SR) 0.000 ( 0.000)
|
|
Epoch: [49][ 201/2490] Time 0.213 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000018 (0.000025) Content loss 0.072889 (0.078402) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.917) D(SR) 0.000 ( 0.000)
|
|
Epoch: [49][ 301/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000027) Content loss 0.068972 (0.079579) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.909) D(SR) 0.000 ( 0.000)
|
|
Epoch: [49][ 401/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000019 (0.000027) Content loss 0.079086 (0.079350) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.907) D(SR) 0.000 ( 0.000)
|
|
Epoch: [49][ 501/2490] Time 0.217 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000027) Content loss 0.082973 (0.079480) Adversarial loss 0.000000 (0.000000) D(HR) 0.998 ( 0.910) D(SR) 0.000 ( 0.002)
|
|
Epoch: [49][ 601/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000021 (0.000027) Content loss 0.071168 (0.079367) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.902) D(SR) 0.000 ( 0.002)
|
|
Epoch: [49][ 701/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000026) Content loss 0.089547 (0.079702) Adversarial loss 0.000000 (0.000000) D(HR) 0.001 ( 0.907) D(SR) 0.000 ( 0.001)
|
|
Epoch: [49][ 801/2490] Time 0.216 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000017 (0.000027) Content loss 0.051631 (0.079848) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.896) D(SR) 0.000 ( 0.001)
|
|
Epoch: [49][ 901/2490] Time 0.216 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000026) Content loss 0.078660 (0.080000) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.893) D(SR) 0.000 ( 0.001)
|
|
Epoch: [49][1001/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000026) Content loss 0.082995 (0.079880) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.894) D(SR) 0.000 ( 0.001)
|
|
Epoch: [49][1101/2490] Time 0.218 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000025 (0.000026) Content loss 0.091150 (0.079842) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.899) D(SR) 0.000 ( 0.001)
|
|
Epoch: [49][1201/2490] Time 0.218 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000015 (0.000026) Content loss 0.057498 (0.079834) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.901) D(SR) 0.000 ( 0.001)
|
|
Epoch: [49][1301/2490] Time 0.219 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000026) Content loss 0.074642 (0.080109) Adversarial loss 0.000000 (0.000000) D(HR) 0.008 ( 0.897) D(SR) 0.000 ( 0.001)
|
|
Epoch: [49][1401/2490] Time 0.215 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000028 (0.000026) Content loss 0.073421 (0.080198) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.894) D(SR) 0.000 ( 0.001)
|
|
Epoch: [49][1501/2490] Time 0.215 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000037 (0.000027) Content loss 0.073490 (0.080281) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.892) D(SR) 0.000 ( 0.001)
|
|
Epoch: [49][1601/2490] Time 0.218 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000020 (0.000026) Content loss 0.078552 (0.080224) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.895) D(SR) 0.000 ( 0.003)
|
|
Epoch: [49][1701/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000017 (0.000027) Content loss 0.072363 (0.080318) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.901) D(SR) 0.983 ( 0.009)
|
|
Epoch: [49][1801/2490] Time 0.209 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000019 (0.000027) Content loss 0.084727 (0.080414) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.907) D(SR) 0.000 ( 0.017)
|
|
Epoch: [49][1901/2490] Time 0.216 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000027) Content loss 0.095707 (0.080408) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.912) D(SR) 0.000 ( 0.023)
|
|
Epoch: [49][2001/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000030 (0.000027) Content loss 0.084606 (0.080352) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.916) D(SR) 0.000 ( 0.039)
|
|
Epoch: [49][2101/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000018 (0.000027) Content loss 0.062043 (0.080248) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.920) D(SR) 1.000 ( 0.056)
|
|
Epoch: [49][2201/2490] Time 0.219 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000031 (0.000027) Content loss 0.079805 (0.080180) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.924) D(SR) 0.000 ( 0.072)
|
|
Epoch: [49][2301/2490] Time 0.216 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000022 (0.000027) Content loss 0.069048 (0.080311) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.927) D(SR) 0.000 ( 0.089)
|
|
Epoch: [49][2401/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000027) Content loss 0.098100 (0.080188) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.930) D(SR) 0.018 ( 0.108)
|
|
Test: [1/5] Time 1.926 ( 1.926) PSNR 47.39 (47.39) SSIM 0.9829 (0.9829)
|
|
Test: [2/5] Time 1.877 ( 1.901) PSNR 50.00 (48.69) SSIM 0.9910 (0.9869)
|
|
Test: [3/5] Time 1.875 ( 1.893) PSNR 50.04 (49.14) SSIM 0.9911 (0.9883)
|
|
Test: [4/5] Time 1.244 ( 1.731) PSNR 45.64 (48.27) SSIM 0.9738 (0.9847)
|
|
Test: [5/5] Time 1.921 ( 1.769) PSNR 46.86 (47.98) SSIM 0.9810 (0.9840)
|
|
* Time 1.77 PSNR 47.98 SSIM 0.98
|
|
|
|
|
|
Epoch: [50][ 1/2490] Time 0.311 ( 0.311) Data 0.000 ( 0.000) Pixel loss 0.000017 (0.000017) Content loss 0.072430 (0.072430) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [50][ 101/2490] Time 0.209 ( 0.224) Data 0.000 ( 0.000) Pixel loss 0.000015 (0.000024) Content loss 0.056644 (0.079100) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.533)
|
|
Epoch: [50][ 201/2490] Time 0.210 ( 0.219) Data 0.000 ( 0.000) Pixel loss 0.000050 (0.000027) Content loss 0.081909 (0.079963) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.486)
|
|
Epoch: [50][ 301/2490] Time 0.209 ( 0.217) Data 0.000 ( 0.000) Pixel loss 0.000030 (0.000029) Content loss 0.087044 (0.079652) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.993) D(SR) 0.000 ( 0.484)
|
|
Epoch: [50][ 401/2490] Time 0.209 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000025 (0.000029) Content loss 0.086025 (0.080091) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.966) D(SR) 0.000 ( 0.368)
|
|
Epoch: [50][ 501/2490] Time 0.208 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000029) Content loss 0.093188 (0.080128) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.963) D(SR) 0.000 ( 0.295)
|
|
Epoch: [50][ 601/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000027 (0.000029) Content loss 0.075956 (0.080129) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.890) D(SR) 0.000 ( 0.249)
|
|
Epoch: [50][ 701/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000019 (0.000029) Content loss 0.069415 (0.080297) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.765) D(SR) 0.000 ( 0.213)
|
|
Epoch: [50][ 801/2490] Time 0.213 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000031 (0.000029) Content loss 0.084878 (0.080461) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.673) D(SR) 0.000 ( 0.187)
|
|
Epoch: [50][ 901/2490] Time 0.209 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000020 (0.000028) Content loss 0.077628 (0.080590) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.617) D(SR) 0.000 ( 0.166)
|
|
Epoch: [50][1001/2490] Time 0.209 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000032 (0.000028) Content loss 0.082895 (0.080593) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.571) D(SR) 0.000 ( 0.149)
|
|
Epoch: [50][1101/2490] Time 0.209 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000028) Content loss 0.056877 (0.080469) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.537) D(SR) 0.000 ( 0.136)
|
|
Epoch: [50][1201/2490] Time 0.209 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000027 (0.000028) Content loss 0.097094 (0.080458) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.502) D(SR) 0.000 ( 0.125)
|
|
Epoch: [50][1301/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000040 (0.000028) Content loss 0.091422 (0.080273) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.470) D(SR) 0.000 ( 0.115)
|
|
Epoch: [50][1401/2490] Time 0.216 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000046 (0.000028) Content loss 0.079694 (0.080110) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.442) D(SR) 0.000 ( 0.107)
|
|
Epoch: [50][1501/2490] Time 0.217 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000033 (0.000028) Content loss 0.097732 (0.080122) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.421) D(SR) 0.000 ( 0.100)
|
|
Epoch: [50][1601/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000028) Content loss 0.101612 (0.080105) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.401) D(SR) 0.000 ( 0.093)
|
|
Epoch: [50][1701/2490] Time 0.216 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000018 (0.000027) Content loss 0.072143 (0.079993) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.385) D(SR) 0.000 ( 0.088)
|
|
Epoch: [50][1801/2490] Time 0.216 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000064 (0.000027) Content loss 0.076309 (0.079955) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.368) D(SR) 0.000 ( 0.083)
|
|
Epoch: [50][1901/2490] Time 0.216 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000029 (0.000028) Content loss 0.083735 (0.080022) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.356) D(SR) 0.000 ( 0.079)
|
|
Epoch: [50][2001/2490] Time 0.214 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000030 (0.000028) Content loss 0.080634 (0.080031) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.345) D(SR) 0.000 ( 0.075)
|
|
Epoch: [50][2101/2490] Time 0.209 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000028) Content loss 0.075388 (0.080064) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.334) D(SR) 0.000 ( 0.071)
|
|
Epoch: [50][2201/2490] Time 0.217 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000031 (0.000028) Content loss 0.060326 (0.080017) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.324) D(SR) 0.000 ( 0.068)
|
|
Epoch: [50][2301/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000029 (0.000028) Content loss 0.104171 (0.079907) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.315) D(SR) 0.000 ( 0.065)
|
|
Epoch: [50][2401/2490] Time 0.214 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000035 (0.000027) Content loss 0.075349 (0.079773) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.306) D(SR) 0.000 ( 0.062)
|
|
Test: [1/5] Time 1.926 ( 1.926) PSNR 46.56 (46.56) SSIM 0.9809 (0.9809)
|
|
Test: [2/5] Time 1.877 ( 1.902) PSNR 49.60 (48.08) SSIM 0.9901 (0.9855)
|
|
Test: [3/5] Time 1.875 ( 1.893) PSNR 49.63 (48.60) SSIM 0.9902 (0.9871)
|
|
Test: [4/5] Time 1.244 ( 1.731) PSNR 45.68 (47.87) SSIM 0.9741 (0.9838)
|
|
Test: [5/5] Time 1.921 ( 1.769) PSNR 46.10 (47.51) SSIM 0.9791 (0.9829)
|
|
* Time 1.77 PSNR 47.51 SSIM 0.98
|
|
|
|
|
|
Epoch: [51][ 1/2490] Time 0.305 ( 0.305) Data 0.000 ( 0.000) Pixel loss 0.000028 (0.000028) Content loss 0.101512 (0.101512) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [51][ 101/2490] Time 0.211 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000039 (0.000026) Content loss 0.101945 (0.079932) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.082) D(SR) 0.000 ( 0.000)
|
|
Epoch: [51][ 201/2490] Time 0.211 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000021 (0.000029) Content loss 0.066903 (0.081038) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.093) D(SR) 0.000 ( 0.000)
|
|
Epoch: [51][ 301/2490] Time 0.211 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000028 (0.000027) Content loss 0.114208 (0.080445) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.102) D(SR) 0.000 ( 0.000)
|
|
Epoch: [51][ 401/2490] Time 0.221 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000038 (0.000027) Content loss 0.080947 (0.080312) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.103) D(SR) 0.000 ( 0.000)
|
|
Epoch: [51][ 501/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000027) Content loss 0.068613 (0.080105) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.109) D(SR) 0.000 ( 0.000)
|
|
Epoch: [51][ 601/2490] Time 0.216 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000031 (0.000027) Content loss 0.090433 (0.080249) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.109) D(SR) 0.000 ( 0.000)
|
|
Epoch: [51][ 701/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000036 (0.000027) Content loss 0.091616 (0.080435) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.111) D(SR) 0.000 ( 0.000)
|
|
Epoch: [51][ 801/2490] Time 0.211 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000027) Content loss 0.083335 (0.080230) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.110) D(SR) 0.000 ( 0.000)
|
|
Epoch: [51][ 901/2490] Time 0.212 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000038 (0.000027) Content loss 0.092690 (0.080303) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.111) D(SR) 0.000 ( 0.000)
|
|
Epoch: [51][1001/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000021 (0.000027) Content loss 0.075904 (0.080177) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.112) D(SR) 0.000 ( 0.000)
|
|
Epoch: [51][1101/2490] Time 0.216 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000057 (0.000027) Content loss 0.076561 (0.079786) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.117) D(SR) 0.000 ( 0.001)
|
|
Epoch: [51][1201/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000030 (0.000027) Content loss 0.090878 (0.079757) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.118) D(SR) 0.000 ( 0.001)
|
|
Epoch: [51][1301/2490] Time 0.219 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000021 (0.000027) Content loss 0.070057 (0.079690) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.118) D(SR) 0.000 ( 0.001)
|
|
Epoch: [51][1401/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000032 (0.000027) Content loss 0.089711 (0.079653) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.117) D(SR) 0.000 ( 0.001)
|
|
Epoch: [51][1501/2490] Time 0.215 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000029 (0.000027) Content loss 0.066521 (0.079618) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.120) D(SR) 0.000 ( 0.001)
|
|
Epoch: [51][1601/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000027) Content loss 0.089501 (0.079695) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.120) D(SR) 0.000 ( 0.000)
|
|
Epoch: [51][1701/2490] Time 0.220 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000028 (0.000027) Content loss 0.082208 (0.079703) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.121) D(SR) 0.000 ( 0.000)
|
|
Epoch: [51][1801/2490] Time 0.216 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000020 (0.000027) Content loss 0.083277 (0.079603) Adversarial loss 0.000000 (0.000000) D(HR) 0.865 ( 0.119) D(SR) 0.000 ( 0.000)
|
|
Epoch: [51][1901/2490] Time 0.215 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000034 (0.000027) Content loss 0.112101 (0.079611) Adversarial loss 0.000000 (0.000000) D(HR) 0.354 ( 0.120) D(SR) 0.000 ( 0.000)
|
|
Epoch: [51][2001/2490] Time 0.215 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000031 (0.000028) Content loss 0.077058 (0.079645) Adversarial loss 0.000000 (0.000000) D(HR) 0.998 ( 0.122) D(SR) 0.000 ( 0.000)
|
|
Epoch: [51][2101/2490] Time 0.217 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000019 (0.000028) Content loss 0.076648 (0.079625) Adversarial loss 0.000000 (0.000000) D(HR) 0.992 ( 0.123) D(SR) 0.000 ( 0.000)
|
|
Epoch: [51][2201/2490] Time 0.209 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000028) Content loss 0.106570 (0.079652) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.121) D(SR) 0.000 ( 0.000)
|
|
Epoch: [51][2301/2490] Time 0.209 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000028) Content loss 0.087297 (0.079507) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.124) D(SR) 0.000 ( 0.000)
|
|
Epoch: [51][2401/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000027 (0.000027) Content loss 0.079778 (0.079518) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.127) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 1.926 ( 1.926) PSNR 41.32 (41.32) SSIM 0.9817 (0.9817)
|
|
Test: [2/5] Time 1.877 ( 1.901) PSNR 48.94 (45.13) SSIM 0.9903 (0.9860)
|
|
Test: [3/5] Time 1.875 ( 1.893) PSNR 48.93 (46.40) SSIM 0.9904 (0.9875)
|
|
Test: [4/5] Time 1.244 ( 1.731) PSNR 43.42 (45.65) SSIM 0.9740 (0.9841)
|
|
Test: [5/5] Time 1.922 ( 1.769) PSNR 41.18 (44.76) SSIM 0.9797 (0.9832)
|
|
* Time 1.77 PSNR 44.76 SSIM 0.98
|
|
|
|
|
|
Epoch: [52][ 1/2490] Time 0.293 ( 0.293) Data 0.000 ( 0.000) Pixel loss 0.000060 (0.000060) Content loss 0.094699 (0.094699) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [52][ 101/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000021) Content loss 0.099345 (0.074324) Adversarial loss 0.000000 (0.000000) D(HR) 0.004 ( 0.122) D(SR) 0.000 ( 0.000)
|
|
Epoch: [52][ 201/2490] Time 0.221 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000016 (0.000021) Content loss 0.073788 (0.075207) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.125) D(SR) 0.000 ( 0.000)
|
|
Epoch: [52][ 301/2490] Time 0.222 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000019 (0.000021) Content loss 0.074933 (0.074839) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.124) D(SR) 0.000 ( 0.000)
|
|
Epoch: [52][ 401/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000021) Content loss 0.078010 (0.074262) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.123) D(SR) 0.000 ( 0.000)
|
|
Epoch: [52][ 501/2490] Time 0.219 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000020 (0.000021) Content loss 0.082705 (0.074105) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.122) D(SR) 0.000 ( 0.000)
|
|
Epoch: [52][ 601/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000018 (0.000021) Content loss 0.061950 (0.074157) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.112) D(SR) 0.000 ( 0.000)
|
|
Epoch: [52][ 701/2490] Time 0.215 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000032 (0.000021) Content loss 0.054817 (0.074207) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.109) D(SR) 0.000 ( 0.000)
|
|
Epoch: [52][ 801/2490] Time 0.214 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000022 (0.000022) Content loss 0.084552 (0.074267) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.107) D(SR) 0.000 ( 0.000)
|
|
Epoch: [52][ 901/2490] Time 0.217 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000025 (0.000022) Content loss 0.096078 (0.074481) Adversarial loss 0.000000 (0.000000) D(HR) 0.356 ( 0.109) D(SR) 0.000 ( 0.000)
|
|
Epoch: [52][1001/2490] Time 0.219 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000019 (0.000022) Content loss 0.060972 (0.074346) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.115) D(SR) 0.000 ( 0.000)
|
|
Epoch: [52][1101/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000016 (0.000022) Content loss 0.067596 (0.074506) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.119) D(SR) 0.000 ( 0.000)
|
|
Epoch: [52][1201/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000025 (0.000022) Content loss 0.095604 (0.074700) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.119) D(SR) 0.000 ( 0.000)
|
|
Epoch: [52][1301/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000018 (0.000022) Content loss 0.049604 (0.074658) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.121) D(SR) 0.000 ( 0.000)
|
|
Epoch: [52][1401/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000018 (0.000022) Content loss 0.064135 (0.074573) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.121) D(SR) 0.000 ( 0.000)
|
|
Epoch: [52][1501/2490] Time 0.216 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000061 (0.000022) Content loss 0.093534 (0.074672) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.122) D(SR) 0.000 ( 0.000)
|
|
Epoch: [52][1601/2490] Time 0.217 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000020 (0.000022) Content loss 0.071854 (0.074687) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.120) D(SR) 0.000 ( 0.000)
|
|
Epoch: [52][1701/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000020 (0.000022) Content loss 0.066661 (0.074685) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.120) D(SR) 0.000 ( 0.000)
|
|
Epoch: [52][1801/2490] Time 0.216 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000022 (0.000022) Content loss 0.088060 (0.074830) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.120) D(SR) 0.000 ( 0.000)
|
|
Epoch: [52][1901/2490] Time 0.211 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000021 (0.000022) Content loss 0.083632 (0.074883) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.119) D(SR) 0.000 ( 0.000)
|
|
Epoch: [52][2001/2490] Time 0.219 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000030 (0.000022) Content loss 0.095230 (0.074809) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.118) D(SR) 0.000 ( 0.000)
|
|
Epoch: [52][2101/2490] Time 0.217 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000018 (0.000022) Content loss 0.054398 (0.074809) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.120) D(SR) 0.000 ( 0.000)
|
|
Epoch: [52][2201/2490] Time 0.217 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000022) Content loss 0.102867 (0.074758) Adversarial loss 0.000000 (0.000000) D(HR) 0.998 ( 0.121) D(SR) 0.000 ( 0.000)
|
|
Epoch: [52][2301/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000019 (0.000022) Content loss 0.064829 (0.074694) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.123) D(SR) 0.000 ( 0.000)
|
|
Epoch: [52][2401/2490] Time 0.209 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000022) Content loss 0.074267 (0.074701) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.126) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 1.925 ( 1.925) PSNR 45.73 (45.73) SSIM 0.9798 (0.9798)
|
|
Test: [2/5] Time 1.877 ( 1.901) PSNR 49.80 (47.77) SSIM 0.9903 (0.9850)
|
|
Test: [3/5] Time 1.875 ( 1.893) PSNR 49.82 (48.45) SSIM 0.9903 (0.9868)
|
|
Test: [4/5] Time 1.244 ( 1.730) PSNR 45.24 (47.65) SSIM 0.9719 (0.9831)
|
|
Test: [5/5] Time 1.922 ( 1.769) PSNR 45.29 (47.18) SSIM 0.9778 (0.9820)
|
|
* Time 1.77 PSNR 47.18 SSIM 0.98
|
|
|
|
|
|
Epoch: [53][ 1/2490] Time 0.267 ( 0.267) Data 0.000 ( 0.000) Pixel loss 0.000025 (0.000025) Content loss 0.063150 (0.063150) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [53][ 101/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000035 (0.000024) Content loss 0.071934 (0.073914) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.109) D(SR) 0.000 ( 0.000)
|
|
Epoch: [53][ 201/2490] Time 0.217 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000018 (0.000024) Content loss 0.059867 (0.074293) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.099) D(SR) 0.000 ( 0.000)
|
|
Epoch: [53][ 301/2490] Time 0.212 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000023) Content loss 0.092026 (0.074718) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.097) D(SR) 0.000 ( 0.000)
|
|
Epoch: [53][ 401/2490] Time 0.217 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000010 (0.000022) Content loss 0.046265 (0.074331) Adversarial loss 0.000000 (0.000000) D(HR) 0.999 ( 0.108) D(SR) 0.000 ( 0.000)
|
|
Epoch: [53][ 501/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000020 (0.000022) Content loss 0.082540 (0.074893) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.113) D(SR) 0.000 ( 0.000)
|
|
Epoch: [53][ 601/2490] Time 0.211 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000016 (0.000022) Content loss 0.050578 (0.074869) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.127) D(SR) 0.000 ( 0.000)
|
|
Epoch: [53][ 701/2490] Time 0.211 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000016 (0.000022) Content loss 0.046920 (0.074736) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.126) D(SR) 0.000 ( 0.000)
|
|
Epoch: [53][ 801/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000022) Content loss 0.088825 (0.074774) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.129) D(SR) 0.000 ( 0.000)
|
|
Epoch: [53][ 901/2490] Time 0.219 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000016 (0.000022) Content loss 0.066899 (0.074591) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.130) D(SR) 0.000 ( 0.000)
|
|
Epoch: [53][1001/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000019 (0.000022) Content loss 0.082530 (0.074638) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.131) D(SR) 0.000 ( 0.000)
|
|
Epoch: [53][1101/2490] Time 0.217 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000014 (0.000022) Content loss 0.049746 (0.074498) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.127) D(SR) 0.000 ( 0.000)
|
|
Epoch: [53][1201/2490] Time 0.217 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000022 (0.000022) Content loss 0.076889 (0.074683) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.130) D(SR) 0.000 ( 0.000)
|
|
Epoch: [53][1301/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000022) Content loss 0.079406 (0.074745) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.128) D(SR) 0.000 ( 0.000)
|
|
Epoch: [53][1401/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000022) Content loss 0.105842 (0.074720) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.128) D(SR) 0.000 ( 0.000)
|
|
Epoch: [53][1501/2490] Time 0.215 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000022) Content loss 0.097292 (0.074693) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.128) D(SR) 0.000 ( 0.000)
|
|
Epoch: [53][1601/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000017 (0.000022) Content loss 0.054525 (0.074628) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.128) D(SR) 0.000 ( 0.000)
|
|
Epoch: [53][1701/2490] Time 0.215 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000022) Content loss 0.089390 (0.074608) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.147) D(SR) 0.000 ( 0.001)
|
|
Epoch: [53][1801/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000019 (0.000022) Content loss 0.072511 (0.074405) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.194) D(SR) 0.000 ( 0.004)
|
|
Epoch: [53][1901/2490] Time 0.219 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000019 (0.000022) Content loss 0.078379 (0.074482) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.237) D(SR) 0.000 ( 0.005)
|
|
Epoch: [53][2001/2490] Time 0.211 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000022) Content loss 0.074137 (0.074582) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.275) D(SR) 0.000 ( 0.006)
|
|
Epoch: [53][2101/2490] Time 0.215 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000020 (0.000023) Content loss 0.081641 (0.074688) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.309) D(SR) 0.000 ( 0.006)
|
|
Epoch: [53][2201/2490] Time 0.214 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000022 (0.000022) Content loss 0.076864 (0.074565) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.340) D(SR) 0.000 ( 0.008)
|
|
Epoch: [53][2301/2490] Time 0.217 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000022 (0.000022) Content loss 0.085887 (0.074484) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.369) D(SR) 0.000 ( 0.009)
|
|
Epoch: [53][2401/2490] Time 0.216 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000027 (0.000022) Content loss 0.089921 (0.074524) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.395) D(SR) 0.000 ( 0.009)
|
|
Test: [1/5] Time 1.925 ( 1.925) PSNR 45.92 (45.92) SSIM 0.9785 (0.9785)
|
|
Test: [2/5] Time 1.877 ( 1.901) PSNR 49.26 (47.59) SSIM 0.9892 (0.9838)
|
|
Test: [3/5] Time 1.875 ( 1.893) PSNR 49.31 (48.16) SSIM 0.9893 (0.9857)
|
|
Test: [4/5] Time 1.244 ( 1.730) PSNR 45.11 (47.40) SSIM 0.9704 (0.9819)
|
|
Test: [5/5] Time 1.922 ( 1.769) PSNR 45.41 (47.00) SSIM 0.9761 (0.9807)
|
|
* Time 1.77 PSNR 47.00 SSIM 0.98
|
|
|
|
|
|
Epoch: [54][ 1/2490] Time 0.286 ( 0.286) Data 0.000 ( 0.000) Pixel loss 0.000015 (0.000015) Content loss 0.056018 (0.056018) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [54][ 101/2490] Time 0.219 ( 0.238) Data 0.000 ( 0.000) Pixel loss 0.000022 (0.000020) Content loss 0.100121 (0.075308) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.010)
|
|
Epoch: [54][ 201/2490] Time 0.210 ( 0.225) Data 0.000 ( 0.000) Pixel loss 0.000018 (0.000021) Content loss 0.068075 (0.074946) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.015)
|
|
Epoch: [54][ 301/2490] Time 0.216 ( 0.221) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000021) Content loss 0.080868 (0.074697) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.021)
|
|
Epoch: [54][ 401/2490] Time 0.218 ( 0.220) Data 0.000 ( 0.000) Pixel loss 0.000028 (0.000021) Content loss 0.076054 (0.074509) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.022)
|
|
Epoch: [54][ 501/2490] Time 0.218 ( 0.219) Data 0.000 ( 0.000) Pixel loss 0.000019 (0.000021) Content loss 0.051656 (0.074387) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.022)
|
|
Epoch: [54][ 601/2490] Time 0.210 ( 0.218) Data 0.000 ( 0.000) Pixel loss 0.000020 (0.000021) Content loss 0.085334 (0.074310) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.024)
|
|
Epoch: [54][ 701/2490] Time 0.216 ( 0.217) Data 0.000 ( 0.000) Pixel loss 0.000025 (0.000021) Content loss 0.084934 (0.074391) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.023)
|
|
Epoch: [54][ 801/2490] Time 0.220 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000017 (0.000021) Content loss 0.072179 (0.074424) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.023)
|
|
Epoch: [54][ 901/2490] Time 0.216 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000018 (0.000022) Content loss 0.067714 (0.074328) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.025)
|
|
Epoch: [54][1001/2490] Time 0.210 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000020 (0.000021) Content loss 0.064045 (0.074052) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.028)
|
|
Epoch: [54][1101/2490] Time 0.268 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000020 (0.000021) Content loss 0.091584 (0.074227) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.028)
|
|
Epoch: [54][1201/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000019 (0.000021) Content loss 0.051342 (0.074300) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.029)
|
|
Epoch: [54][1301/2490] Time 0.219 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000030 (0.000021) Content loss 0.083781 (0.074389) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.031)
|
|
Epoch: [54][1401/2490] Time 0.209 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000040 (0.000021) Content loss 0.068483 (0.074391) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.032)
|
|
Epoch: [54][1501/2490] Time 0.211 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000022) Content loss 0.094713 (0.074421) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.030)
|
|
Epoch: [54][1601/2490] Time 0.219 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000017 (0.000022) Content loss 0.055389 (0.074352) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.030)
|
|
Epoch: [54][1701/2490] Time 0.216 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000025 (0.000022) Content loss 0.074569 (0.074292) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.031)
|
|
Epoch: [54][1801/2490] Time 0.209 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000017 (0.000021) Content loss 0.072640 (0.074316) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.031)
|
|
Epoch: [54][1901/2490] Time 0.217 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000018 (0.000021) Content loss 0.063723 (0.074193) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.033)
|
|
Epoch: [54][2001/2490] Time 0.209 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000058 (0.000021) Content loss 0.057129 (0.074133) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.033)
|
|
Epoch: [54][2101/2490] Time 0.211 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000025 (0.000022) Content loss 0.072638 (0.074097) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.035)
|
|
Epoch: [54][2201/2490] Time 0.235 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000020 (0.000021) Content loss 0.065883 (0.074015) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.035)
|
|
Epoch: [54][2301/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000022) Content loss 0.073343 (0.073987) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.036)
|
|
Epoch: [54][2401/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000017 (0.000022) Content loss 0.092721 (0.073984) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.035)
|
|
Test: [1/5] Time 1.925 ( 1.925) PSNR 46.54 (46.54) SSIM 0.9809 (0.9809)
|
|
Test: [2/5] Time 1.877 ( 1.901) PSNR 49.31 (47.93) SSIM 0.9905 (0.9857)
|
|
Test: [3/5] Time 1.875 ( 1.892) PSNR 49.36 (48.41) SSIM 0.9906 (0.9873)
|
|
Test: [4/5] Time 1.244 ( 1.730) PSNR 45.30 (47.63) SSIM 0.9731 (0.9838)
|
|
Test: [5/5] Time 1.921 ( 1.768) PSNR 46.08 (47.32) SSIM 0.9789 (0.9828)
|
|
* Time 1.77 PSNR 47.32 SSIM 0.98
|
|
|
|
|
|
Epoch: [55][ 1/2490] Time 0.304 ( 0.304) Data 0.000 ( 0.000) Pixel loss 0.000018 (0.000018) Content loss 0.059455 (0.059455) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [55][ 101/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000022 (0.000020) Content loss 0.076170 (0.071697) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.062)
|
|
Epoch: [55][ 201/2490] Time 0.211 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000018 (0.000020) Content loss 0.072418 (0.072546) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.041)
|
|
Epoch: [55][ 301/2490] Time 0.211 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000014 (0.000021) Content loss 0.043754 (0.073726) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.031)
|
|
Epoch: [55][ 401/2490] Time 0.215 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000020 (0.000021) Content loss 0.076641 (0.073794) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.001 ( 0.042)
|
|
Epoch: [55][ 501/2490] Time 0.210 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000022 (0.000021) Content loss 0.088100 (0.074014) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 1.000 ( 0.044)
|
|
Epoch: [55][ 601/2490] Time 0.209 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000022 (0.000022) Content loss 0.070655 (0.073692) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.045)
|
|
Epoch: [55][ 701/2490] Time 0.218 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000017 (0.000022) Content loss 0.074534 (0.073496) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.047)
|
|
Epoch: [55][ 801/2490] Time 0.218 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000021) Content loss 0.093905 (0.073372) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.043)
|
|
Epoch: [55][ 901/2490] Time 0.218 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000021) Content loss 0.089594 (0.073396) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.041)
|
|
Epoch: [55][1001/2490] Time 0.217 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000019 (0.000022) Content loss 0.058630 (0.073293) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.038)
|
|
Epoch: [55][1101/2490] Time 0.217 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000029 (0.000022) Content loss 0.097865 (0.073481) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.039)
|
|
Epoch: [55][1201/2490] Time 0.216 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000028 (0.000022) Content loss 0.082176 (0.073548) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.039)
|
|
Epoch: [55][1301/2490] Time 0.219 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000019 (0.000022) Content loss 0.086749 (0.073583) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.039)
|
|
Epoch: [55][1401/2490] Time 0.215 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000025 (0.000022) Content loss 0.079955 (0.073581) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.040)
|
|
Epoch: [55][1501/2490] Time 0.214 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000018 (0.000022) Content loss 0.074351 (0.073607) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.038)
|
|
Epoch: [55][1601/2490] Time 0.211 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000020 (0.000022) Content loss 0.082366 (0.073734) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 1.000 ( 0.041)
|
|
Epoch: [55][1701/2490] Time 0.215 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000022) Content loss 0.092964 (0.073732) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.041)
|
|
Epoch: [55][1801/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000015 (0.000022) Content loss 0.065346 (0.073719) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.040)
|
|
Epoch: [55][1901/2490] Time 0.211 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000021 (0.000022) Content loss 0.059884 (0.073878) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.038)
|
|
Epoch: [55][2001/2490] Time 0.218 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000029 (0.000022) Content loss 0.090713 (0.073971) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.038)
|
|
Epoch: [55][2101/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000025 (0.000022) Content loss 0.096208 (0.074034) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.040)
|
|
Epoch: [55][2201/2490] Time 0.218 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000017 (0.000022) Content loss 0.050816 (0.073994) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.038)
|
|
Epoch: [55][2301/2490] Time 0.218 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000014 (0.000022) Content loss 0.054300 (0.074009) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.041)
|
|
Epoch: [55][2401/2490] Time 0.215 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000022 (0.000022) Content loss 0.091413 (0.073980) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.041)
|
|
Test: [1/5] Time 1.926 ( 1.926) PSNR 46.60 (46.60) SSIM 0.9794 (0.9794)
|
|
Test: [2/5] Time 1.877 ( 1.901) PSNR 49.47 (48.03) SSIM 0.9895 (0.9844)
|
|
Test: [3/5] Time 1.875 ( 1.893) PSNR 49.50 (48.52) SSIM 0.9896 (0.9861)
|
|
Test: [4/5] Time 1.244 ( 1.730) PSNR 45.16 (47.68) SSIM 0.9707 (0.9823)
|
|
Test: [5/5] Time 1.921 ( 1.768) PSNR 46.05 (47.36) SSIM 0.9770 (0.9812)
|
|
* Time 1.77 PSNR 47.36 SSIM 0.98
|
|
|
|
|
|
Epoch: [56][ 1/2490] Time 0.289 ( 0.289) Data 0.000 ( 0.000) Pixel loss 0.000016 (0.000016) Content loss 0.056498 (0.056498) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [56][ 101/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000018 (0.000021) Content loss 0.061010 (0.075946) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.999) D(SR) 0.000 ( 0.048)
|
|
Epoch: [56][ 201/2490] Time 0.219 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000019 (0.000021) Content loss 0.072808 (0.074609) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.997) D(SR) 0.000 ( 0.031)
|
|
Epoch: [56][ 301/2490] Time 0.214 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000020 (0.000021) Content loss 0.081292 (0.074362) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.998) D(SR) 0.000 ( 0.027)
|
|
Epoch: [56][ 401/2490] Time 0.211 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000019 (0.000021) Content loss 0.083185 (0.074353) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.996) D(SR) 0.000 ( 0.027)
|
|
Epoch: [56][ 501/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000017 (0.000021) Content loss 0.057626 (0.073960) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.997) D(SR) 0.000 ( 0.023)
|
|
Epoch: [56][ 601/2490] Time 0.220 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000021) Content loss 0.074205 (0.074026) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.997) D(SR) 0.000 ( 0.023)
|
|
Epoch: [56][ 701/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000021) Content loss 0.096434 (0.073816) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.998) D(SR) 0.000 ( 0.023)
|
|
Epoch: [56][ 801/2490] Time 0.220 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000042 (0.000021) Content loss 0.077282 (0.073663) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.998) D(SR) 0.000 ( 0.025)
|
|
Epoch: [56][ 901/2490] Time 0.219 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000021 (0.000021) Content loss 0.077783 (0.073661) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.997) D(SR) 0.000 ( 0.023)
|
|
Epoch: [56][1001/2490] Time 0.219 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000022) Content loss 0.092007 (0.073582) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.997) D(SR) 0.000 ( 0.026)
|
|
Epoch: [56][1101/2490] Time 0.211 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000018 (0.000022) Content loss 0.079701 (0.073502) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.997) D(SR) 0.000 ( 0.029)
|
|
Epoch: [56][1201/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000019 (0.000021) Content loss 0.076852 (0.073351) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.997) D(SR) 0.000 ( 0.029)
|
|
Epoch: [56][1301/2490] Time 0.249 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000020 (0.000021) Content loss 0.060714 (0.073362) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.997) D(SR) 0.000 ( 0.032)
|
|
Epoch: [56][1401/2490] Time 0.211 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000030 (0.000021) Content loss 0.072767 (0.073112) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.997) D(SR) 0.000 ( 0.035)
|
|
Epoch: [56][1501/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000017 (0.000021) Content loss 0.054638 (0.073187) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.998) D(SR) 0.000 ( 0.043)
|
|
Epoch: [56][1601/2490] Time 0.240 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000019 (0.000021) Content loss 0.059334 (0.073153) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.998) D(SR) 0.000 ( 0.045)
|
|
Epoch: [56][1701/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000025 (0.000021) Content loss 0.082731 (0.073309) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.989) D(SR) 0.000 ( 0.044)
|
|
Epoch: [56][1801/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000021 (0.000021) Content loss 0.099929 (0.073314) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.964) D(SR) 0.000 ( 0.042)
|
|
Epoch: [56][1901/2490] Time 0.217 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000020 (0.000021) Content loss 0.070403 (0.073296) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.946) D(SR) 0.000 ( 0.039)
|
|
Epoch: [56][2001/2490] Time 0.216 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000022 (0.000021) Content loss 0.077725 (0.073286) Adversarial loss 0.000000 (0.000000) D(HR) 0.897 ( 0.927) D(SR) 0.000 ( 0.037)
|
|
Epoch: [56][2101/2490] Time 0.219 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000018 (0.000021) Content loss 0.069677 (0.073242) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.912) D(SR) 0.000 ( 0.036)
|
|
Epoch: [56][2201/2490] Time 0.220 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000039 (0.000022) Content loss 0.069952 (0.073357) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.899) D(SR) 0.000 ( 0.034)
|
|
Epoch: [56][2301/2490] Time 0.209 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000019 (0.000022) Content loss 0.048665 (0.073380) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.889) D(SR) 0.000 ( 0.033)
|
|
Epoch: [56][2401/2490] Time 0.210 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000021) Content loss 0.070623 (0.073282) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.875) D(SR) 0.000 ( 0.031)
|
|
Test: [1/5] Time 1.926 ( 1.926) PSNR 45.69 (45.69) SSIM 0.9807 (0.9807)
|
|
Test: [2/5] Time 1.877 ( 1.902) PSNR 49.58 (47.64) SSIM 0.9901 (0.9854)
|
|
Test: [3/5] Time 1.876 ( 1.893) PSNR 49.61 (48.30) SSIM 0.9902 (0.9870)
|
|
Test: [4/5] Time 1.244 ( 1.731) PSNR 45.53 (47.61) SSIM 0.9738 (0.9837)
|
|
Test: [5/5] Time 1.921 ( 1.769) PSNR 45.28 (47.14) SSIM 0.9788 (0.9827)
|
|
* Time 1.77 PSNR 47.14 SSIM 0.98
|
|
|
|
|
|
Epoch: [57][ 1/2490] Time 0.288 ( 0.288) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000024) Content loss 0.080819 (0.080819) Adversarial loss 0.000000 (0.000000) D(HR) 0.354 ( 0.354) D(SR) 0.000 ( 0.000)
|
|
Epoch: [57][ 101/2490] Time 0.220 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000030 (0.000021) Content loss 0.077965 (0.073525) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.603) D(SR) 0.000 ( 0.000)
|
|
Epoch: [57][ 201/2490] Time 0.210 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000022) Content loss 0.063113 (0.074066) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.636) D(SR) 0.000 ( 0.000)
|
|
Epoch: [57][ 301/2490] Time 0.211 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000027 (0.000022) Content loss 0.084695 (0.074185) Adversarial loss 0.000000 (0.000000) D(HR) 0.999 ( 0.628) D(SR) 0.000 ( 0.000)
|
|
Epoch: [57][ 401/2490] Time 0.215 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000020 (0.000022) Content loss 0.072932 (0.073899) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.638) D(SR) 0.000 ( 0.000)
|
|
Epoch: [57][ 501/2490] Time 0.210 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000022 (0.000022) Content loss 0.087911 (0.073683) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.629) D(SR) 0.000 ( 0.000)
|
|
Epoch: [57][ 601/2490] Time 0.217 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000018 (0.000022) Content loss 0.081415 (0.073606) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.633) D(SR) 0.000 ( 0.000)
|
|
Epoch: [57][ 701/2490] Time 0.215 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000045 (0.000022) Content loss 0.079562 (0.073433) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.641) D(SR) 0.000 ( 0.000)
|
|
Epoch: [57][ 801/2490] Time 0.218 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000018 (0.000022) Content loss 0.080622 (0.073116) Adversarial loss 0.000000 (0.000000) D(HR) 0.811 ( 0.635) D(SR) 0.000 ( 0.000)
|
|
Epoch: [57][ 901/2490] Time 0.215 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000021 (0.000023) Content loss 0.080103 (0.073616) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.639) D(SR) 0.000 ( 0.000)
|
|
Epoch: [57][1001/2490] Time 0.219 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000015 (0.000022) Content loss 0.057897 (0.073485) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.650) D(SR) 0.000 ( 0.000)
|
|
Epoch: [57][1101/2490] Time 0.215 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000014 (0.000022) Content loss 0.056459 (0.073588) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.647) D(SR) 0.000 ( 0.000)
|
|
Epoch: [57][1201/2490] Time 0.217 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000018 (0.000022) Content loss 0.069019 (0.073541) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.649) D(SR) 0.000 ( 0.000)
|
|
Epoch: [57][1301/2490] Time 0.215 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000022) Content loss 0.097646 (0.073506) Adversarial loss 0.000000 (0.000000) D(HR) 0.993 ( 0.649) D(SR) 0.000 ( 0.000)
|
|
Epoch: [57][1401/2490] Time 0.218 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000015 (0.000022) Content loss 0.060947 (0.073335) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.646) D(SR) 0.000 ( 0.000)
|
|
Epoch: [57][1501/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000022 (0.000022) Content loss 0.078053 (0.073215) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.644) D(SR) 0.000 ( 0.000)
|
|
Epoch: [57][1601/2490] Time 0.217 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000022) Content loss 0.065931 (0.073360) Adversarial loss 0.000000 (0.000000) D(HR) 0.988 ( 0.643) D(SR) 0.000 ( 0.000)
|
|
Epoch: [57][1701/2490] Time 0.215 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000013 (0.000022) Content loss 0.052047 (0.073400) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.644) D(SR) 0.000 ( 0.000)
|
|
Epoch: [57][1801/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000038 (0.000021) Content loss 0.075677 (0.073220) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.641) D(SR) 0.000 ( 0.000)
|
|
Epoch: [57][1901/2490] Time 0.220 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000019 (0.000022) Content loss 0.070538 (0.073281) Adversarial loss 0.000000 (0.000000) D(HR) 0.025 ( 0.640) D(SR) 0.000 ( 0.000)
|
|
Epoch: [57][2001/2490] Time 0.215 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000022) Content loss 0.075545 (0.073289) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.639) D(SR) 0.000 ( 0.000)
|
|
Epoch: [57][2101/2490] Time 0.213 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000022) Content loss 0.084919 (0.073275) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.641) D(SR) 0.000 ( 0.000)
|
|
Epoch: [57][2201/2490] Time 0.216 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000022 (0.000022) Content loss 0.055718 (0.073224) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.640) D(SR) 0.000 ( 0.000)
|
|
Epoch: [57][2301/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000016 (0.000022) Content loss 0.054869 (0.073282) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.641) D(SR) 0.000 ( 0.000)
|
|
Epoch: [57][2401/2490] Time 0.216 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000016 (0.000021) Content loss 0.060023 (0.073296) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.637) D(SR) 0.000 ( 0.000)
|
|
Test: [1/5] Time 1.926 ( 1.926) PSNR 45.71 (45.71) SSIM 0.9787 (0.9787)
|
|
Test: [2/5] Time 1.877 ( 1.901) PSNR 48.66 (47.19) SSIM 0.9893 (0.9840)
|
|
Test: [3/5] Time 1.875 ( 1.893) PSNR 48.70 (47.69) SSIM 0.9894 (0.9858)
|
|
Test: [4/5] Time 1.244 ( 1.731) PSNR 44.71 (46.95) SSIM 0.9703 (0.9819)
|
|
Test: [5/5] Time 1.922 ( 1.769) PSNR 45.26 (46.61) SSIM 0.9764 (0.9808)
|
|
* Time 1.77 PSNR 46.61 SSIM 0.98
|
|
|
|
|
|
Epoch: [58][ 1/2490] Time 0.287 ( 0.287) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000023) Content loss 0.070989 (0.070989) Adversarial loss 0.000000 (0.000000) D(HR) 0.461 ( 0.461) D(SR) 0.000 ( 0.000)
|
|
Epoch: [58][ 101/2490] Time 0.211 ( 0.217) Data 0.000 ( 0.000) Pixel loss 0.000027 (0.000021) Content loss 0.092890 (0.072375) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.580) D(SR) 0.000 ( 0.000)
|
|
Epoch: [58][ 201/2490] Time 0.211 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000021 (0.000022) Content loss 0.071823 (0.073431) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.641) D(SR) 0.000 ( 0.000)
|
|
Epoch: [58][ 301/2490] Time 0.209 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000017 (0.000021) Content loss 0.072693 (0.073297) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.653) D(SR) 0.000 ( 0.000)
|
|
Epoch: [58][ 401/2490] Time 0.218 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000019 (0.000021) Content loss 0.057252 (0.072472) Adversarial loss 0.000000 (0.000000) D(HR) 0.619 ( 0.661) D(SR) 0.000 ( 0.000)
|
|
Epoch: [58][ 501/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000014 (0.000021) Content loss 0.044465 (0.073013) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.677) D(SR) 1.000 ( 0.020)
|
|
Epoch: [58][ 601/2490] Time 0.215 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000016 (0.000021) Content loss 0.078738 (0.072559) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.731) D(SR) 0.984 ( 0.180)
|
|
Epoch: [58][ 701/2490] Time 0.211 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000020 (0.000021) Content loss 0.052259 (0.072668) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.769) D(SR) 1.000 ( 0.296)
|
|
Epoch: [58][ 801/2490] Time 0.211 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000020 (0.000021) Content loss 0.089075 (0.072883) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.798) D(SR) 1.000 ( 0.381)
|
|
Epoch: [58][ 901/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000017 (0.000021) Content loss 0.073186 (0.073082) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.820) D(SR) 1.000 ( 0.380)
|
|
Epoch: [58][1001/2490] Time 0.215 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000019 (0.000021) Content loss 0.081130 (0.072971) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.838) D(SR) 0.000 ( 0.356)
|
|
Epoch: [58][1101/2490] Time 0.216 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000044 (0.000021) Content loss 0.088632 (0.072971) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.853) D(SR) 0.000 ( 0.327)
|
|
Epoch: [58][1201/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000020 (0.000021) Content loss 0.093997 (0.073112) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.865) D(SR) 0.000 ( 0.322)
|
|
Epoch: [58][1301/2490] Time 0.214 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000018 (0.000021) Content loss 0.072210 (0.073092) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.876) D(SR) 0.000 ( 0.304)
|
|
Epoch: [58][1401/2490] Time 0.219 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000032 (0.000021) Content loss 0.066318 (0.073082) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.884) D(SR) 1.000 ( 0.291)
|
|
Epoch: [58][1501/2490] Time 0.216 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000022) Content loss 0.091959 (0.073280) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.892) D(SR) 0.999 ( 0.281)
|
|
Epoch: [58][1601/2490] Time 0.209 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000020 (0.000022) Content loss 0.098384 (0.073355) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.899) D(SR) 0.000 ( 0.272)
|
|
Epoch: [58][1701/2490] Time 0.219 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000020 (0.000022) Content loss 0.073695 (0.073204) Adversarial loss 0.000000 (0.000000) D(HR) 0.998 ( 0.901) D(SR) 0.000 ( 0.261)
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|
Epoch: [58][1801/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000019 (0.000021) Content loss 0.057768 (0.073185) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.894) D(SR) 0.008 ( 0.248)
|
|
Epoch: [58][1901/2490] Time 0.219 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000021 (0.000021) Content loss 0.071840 (0.073262) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.891) D(SR) 0.000 ( 0.235)
|
|
Epoch: [58][2001/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000020 (0.000021) Content loss 0.085949 (0.073185) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.888) D(SR) 0.000 ( 0.226)
|
|
Epoch: [58][2101/2490] Time 0.217 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000013 (0.000021) Content loss 0.049374 (0.073018) Adversarial loss 0.000000 (0.000000) D(HR) 0.000 ( 0.886) D(SR) 0.000 ( 0.217)
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|
Epoch: [58][2201/2490] Time 0.215 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000018 (0.000021) Content loss 0.075825 (0.072925) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.887) D(SR) 0.025 ( 0.210)
|
|
Epoch: [58][2301/2490] Time 0.219 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000022 (0.000021) Content loss 0.092383 (0.072869) Adversarial loss 0.000000 (0.000000) D(HR) 0.616 ( 0.883) D(SR) 0.000 ( 0.204)
|
|
Epoch: [58][2401/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000031 (0.000021) Content loss 0.061355 (0.072801) Adversarial loss 0.000000 (0.000000) D(HR) 0.999 ( 0.882) D(SR) 0.000 ( 0.197)
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|
Test: [1/5] Time 1.925 ( 1.925) PSNR 46.82 (46.82) SSIM 0.9804 (0.9804)
|
|
Test: [2/5] Time 1.877 ( 1.901) PSNR 49.74 (48.28) SSIM 0.9901 (0.9853)
|
|
Test: [3/5] Time 1.875 ( 1.892) PSNR 49.75 (48.77) SSIM 0.9902 (0.9869)
|
|
Test: [4/5] Time 1.244 ( 1.730) PSNR 45.37 (47.92) SSIM 0.9721 (0.9832)
|
|
Test: [5/5] Time 1.921 ( 1.769) PSNR 46.32 (47.60) SSIM 0.9784 (0.9822)
|
|
* Time 1.77 PSNR 47.60 SSIM 0.98
|
|
|
|
|
|
Epoch: [59][ 1/2490] Time 0.283 ( 0.283) Data 0.000 ( 0.000) Pixel loss 0.000014 (0.000014) Content loss 0.059390 (0.059390) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
Epoch: [59][ 101/2490] Time 0.215 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000022) Content loss 0.072793 (0.071609) Adversarial loss 0.000000 (0.000000) D(HR) 0.299 ( 0.752) D(SR) 0.000 ( 0.040)
|
|
Epoch: [59][ 201/2490] Time 0.216 ( 0.216) Data 0.000 ( 0.000) Pixel loss 0.000019 (0.000021) Content loss 0.072249 (0.071652) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.769) D(SR) 0.002 ( 0.030)
|
|
Epoch: [59][ 301/2490] Time 0.211 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000016 (0.000021) Content loss 0.052245 (0.072039) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.783) D(SR) 0.000 ( 0.041)
|
|
Epoch: [59][ 401/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000017 (0.000021) Content loss 0.069903 (0.071784) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.795) D(SR) 0.000 ( 0.049)
|
|
Epoch: [59][ 501/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000018 (0.000021) Content loss 0.094132 (0.071638) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.816) D(SR) 0.000 ( 0.050)
|
|
Epoch: [59][ 601/2490] Time 0.261 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000021 (0.000021) Content loss 0.072598 (0.071967) Adversarial loss 0.000000 (0.000000) D(HR) 0.955 ( 0.819) D(SR) 0.000 ( 0.051)
|
|
Epoch: [59][ 701/2490] Time 0.216 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000021) Content loss 0.053939 (0.072125) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.820) D(SR) 0.000 ( 0.051)
|
|
Epoch: [59][ 801/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000022 (0.000021) Content loss 0.092398 (0.072154) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.827) D(SR) 0.000 ( 0.063)
|
|
Epoch: [59][ 901/2490] Time 0.220 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000021) Content loss 0.090590 (0.072047) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.835) D(SR) 0.000 ( 0.068)
|
|
Epoch: [59][1001/2490] Time 0.211 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000020 (0.000021) Content loss 0.084779 (0.072226) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.848) D(SR) 0.995 ( 0.084)
|
|
Epoch: [59][1101/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000021 (0.000021) Content loss 0.058315 (0.072419) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.852) D(SR) 0.002 ( 0.086)
|
|
Epoch: [59][1201/2490] Time 0.211 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000018 (0.000021) Content loss 0.047395 (0.072499) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.858) D(SR) 0.000 ( 0.083)
|
|
Epoch: [59][1301/2490] Time 0.217 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000013 (0.000021) Content loss 0.046736 (0.072241) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.861) D(SR) 0.000 ( 0.081)
|
|
Epoch: [59][1401/2490] Time 0.215 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000015 (0.000021) Content loss 0.056120 (0.072201) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.867) D(SR) 0.000 ( 0.085)
|
|
Epoch: [59][1501/2490] Time 0.214 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000016 (0.000021) Content loss 0.067536 (0.072226) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.870) D(SR) 0.987 ( 0.085)
|
|
Epoch: [59][1601/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000021 (0.000021) Content loss 0.079365 (0.072329) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.875) D(SR) 0.000 ( 0.083)
|
|
Epoch: [59][1701/2490] Time 0.217 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000021 (0.000021) Content loss 0.080515 (0.072157) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.875) D(SR) 0.000 ( 0.084)
|
|
Epoch: [59][1801/2490] Time 0.219 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000021 (0.000021) Content loss 0.081004 (0.072203) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.877) D(SR) 0.000 ( 0.087)
|
|
Epoch: [59][1901/2490] Time 0.214 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000015 (0.000021) Content loss 0.055143 (0.072240) Adversarial loss 0.000000 (0.000000) D(HR) 0.427 ( 0.881) D(SR) 0.000 ( 0.091)
|
|
Epoch: [59][2001/2490] Time 0.219 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000021) Content loss 0.071037 (0.072252) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.884) D(SR) 0.000 ( 0.095)
|
|
Epoch: [59][2101/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000021) Content loss 0.076314 (0.072228) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.888) D(SR) 0.000 ( 0.096)
|
|
Epoch: [59][2201/2490] Time 0.210 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000018 (0.000021) Content loss 0.063440 (0.072246) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.889) D(SR) 0.000 ( 0.098)
|
|
Epoch: [59][2301/2490] Time 0.214 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000021) Content loss 0.094062 (0.072328) Adversarial loss 0.000000 (0.000000) D(HR) 0.971 ( 0.890) D(SR) 0.000 ( 0.099)
|
|
Epoch: [59][2401/2490] Time 0.214 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000018 (0.000021) Content loss 0.065956 (0.072343) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.890) D(SR) 0.000 ( 0.102)
|
|
Test: [1/5] Time 1.927 ( 1.927) PSNR 46.85 (46.85) SSIM 0.9805 (0.9805)
|
|
Test: [2/5] Time 1.877 ( 1.902) PSNR 49.60 (48.23) SSIM 0.9896 (0.9851)
|
|
Test: [3/5] Time 1.875 ( 1.893) PSNR 49.66 (48.70) SSIM 0.9898 (0.9867)
|
|
Test: [4/5] Time 1.244 ( 1.731) PSNR 45.36 (47.87) SSIM 0.9720 (0.9830)
|
|
Test: [5/5] Time 1.922 ( 1.769) PSNR 46.34 (47.56) SSIM 0.9784 (0.9821)
|
|
* Time 1.77 PSNR 47.56 SSIM 0.98
|
|
|
|
|
|
Epoch: [60][ 1/2490] Time 0.343 ( 0.343) Data 0.000 ( 0.000) Pixel loss 0.000025 (0.000025) Content loss 0.072725 (0.072725) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.000 ( 0.000)
|
|
|
|
* Time 1.77 PSNR 47.37 SSIM 0.98
|
|
|
|
|
|
Epoch: [90][ 1/2490] Time 0.287 ( 0.287) Data 0.000 ( 0.000) Pixel loss 0.000016 (0.000016) Content loss 0.057158 (0.057158) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 1.000) D(SR) 0.520 ( 0.520)
|
|
Epoch: [90][ 101/2490] Time 0.218 ( 0.215) Data 0.000 ( 0.000) Pixel loss 0.000020 (0.000019) Content loss 0.073008 (0.064913) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.775) D(SR) 0.000 ( 0.082)
|
|
Epoch: [90][ 201/2490] Time 0.209 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000018 (0.000020) Content loss 0.048494 (0.066174) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.805) D(SR) 0.000 ( 0.082)
|
|
Epoch: [90][ 301/2490] Time 0.217 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000018 (0.000020) Content loss 0.069781 (0.066559) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.818) D(SR) 0.000 ( 0.063)
|
|
Epoch: [90][ 401/2490] Time 0.215 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000019 (0.000020) Content loss 0.074927 (0.067274) Adversarial loss 0.000000 (0.000000) D(HR) 0.080 ( 0.808) D(SR) 0.000 ( 0.054)
|
|
Epoch: [90][ 501/2490] Time 0.210 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000017 (0.000020) Content loss 0.057317 (0.067400) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.799) D(SR) 0.000 ( 0.064)
|
|
Epoch: [90][ 601/2490] Time 0.211 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000023 (0.000020) Content loss 0.071311 (0.067349) Adversarial loss 0.000000 (0.000000) D(HR) 0.016 ( 0.805) D(SR) 0.000 ( 0.064)
|
|
Epoch: [90][ 701/2490] Time 0.211 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000018 (0.000019) Content loss 0.069855 (0.067543) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.802) D(SR) 0.878 ( 0.059)
|
|
Epoch: [90][ 801/2490] Time 0.217 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000019 (0.000020) Content loss 0.061467 (0.067702) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.807) D(SR) 0.000 ( 0.060)
|
|
Epoch: [90][ 901/2490] Time 0.217 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000018 (0.000020) Content loss 0.050320 (0.067410) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.806) D(SR) 0.000 ( 0.060)
|
|
Epoch: [90][1001/2490] Time 0.209 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000017 (0.000020) Content loss 0.066149 (0.067606) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.801) D(SR) 0.000 ( 0.061)
|
|
Epoch: [90][1101/2490] Time 0.219 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000034 (0.000020) Content loss 0.078777 (0.067581) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.796) D(SR) 0.013 ( 0.063)
|
|
Epoch: [90][1201/2490] Time 0.210 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000018 (0.000020) Content loss 0.067686 (0.067679) Adversarial loss 0.000000 (0.000000) D(HR) 0.971 ( 0.785) D(SR) 0.000 ( 0.061)
|
|
Epoch: [90][1301/2490] Time 0.258 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000020) Content loss 0.067383 (0.067594) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.782) D(SR) 1.000 ( 0.063)
|
|
Epoch: [90][1401/2490] Time 0.218 ( 0.214) Data 0.000 ( 0.000) Pixel loss 0.000016 (0.000020) Content loss 0.068471 (0.067538) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.783) D(SR) 0.000 ( 0.063)
|
|
Epoch: [90][1501/2490] Time 0.210 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000018 (0.000020) Content loss 0.059979 (0.067652) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.784) D(SR) 0.000 ( 0.060)
|
|
Epoch: [90][1601/2490] Time 0.210 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000017 (0.000021) Content loss 0.064503 (0.067747) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.787) D(SR) 0.992 ( 0.059)
|
|
Epoch: [90][1701/2490] Time 0.213 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000019 (0.000021) Content loss 0.061982 (0.067810) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.787) D(SR) 0.000 ( 0.056)
|
|
Epoch: [90][1801/2490] Time 0.210 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000020 (0.000021) Content loss 0.062497 (0.067851) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.787) D(SR) 0.000 ( 0.054)
|
|
Epoch: [90][1901/2490] Time 0.210 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000034 (0.000020) Content loss 0.081822 (0.067761) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.792) D(SR) 0.000 ( 0.054)
|
|
Epoch: [90][2001/2490] Time 0.211 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000020 (0.000020) Content loss 0.057656 (0.067704) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.789) D(SR) 0.000 ( 0.054)
|
|
Epoch: [90][2101/2490] Time 0.215 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000026 (0.000020) Content loss 0.080747 (0.067697) Adversarial loss 0.000000 (0.000000) D(HR) 0.002 ( 0.790) D(SR) 0.000 ( 0.054)
|
|
Epoch: [90][2201/2490] Time 0.215 ( 0.213) Data 0.000 ( 0.000) Pixel loss 0.000024 (0.000020) Content loss 0.081680 (0.067728) Adversarial loss 0.000000 (0.000000) D(HR) 1.000 ( 0.791) D(SR) 0.000 ( 0.053)
|