[    INFO] Total number of parameters: 12771943
Pre-trained SR model loaded from: weights/netG_epoch_4_1.pth
==> Processing: 0 || Timer: 0.2354 sec.
PSNR Predicted =  30.762381154046544
==> Processing: 1 || Timer: 0.1520 sec.
PSNR Predicted =  31.960822847126195
==> Processing: 2 || Timer: 0.0632 sec.
PSNR Predicted =  31.975763715505828
==> Processing: 3 || Timer: 0.1684 sec.
PSNR Predicted =  32.2949536215065
==> Processing: 4 || Timer: 0.1546 sec.
PSNR Predicted =  31.93510050590284
==> Processing: 5 || Timer: 0.2018 sec.
PSNR Predicted =  32.957011364324266
==> Processing: 6 || Timer: 0.1626 sec.
PSNR Predicted =  32.98318090425921
==> Processing: 7 || Timer: 0.1885 sec.
PSNR Predicted =  33.462002560585844
==> Processing: 8 || Timer: 0.2530 sec.
PSNR Predicted =  32.765004683883475
==> Processing: 9 || Timer: 0.2320 sec.
PSNR Predicted =  33.73670983567651
==> Processing: 10 || Timer: 0.2082 sec.
PSNR Predicted =  33.523558815697776
==> Processing: 11 || Timer: 0.2232 sec.
PSNR Predicted =  33.6102408970201
==> Processing: 12 || Timer: 0.1910 sec.
PSNR Predicted =  33.21380964766915
==> Processing: 13 || Timer: 0.1907 sec.
PSNR Predicted =  33.65196324955483
==> Processing: 14 || Timer: 0.2619 sec.
PSNR Predicted =  33.20306169761966
==> Processing: 15 || Timer: 0.2309 sec.
PSNR Predicted =  33.252721477181694
==> Processing: 16 || Timer: 0.2714 sec.
PSNR Predicted =  32.89354657889401
==> Processing: 17 || Timer: 0.2290 sec.
PSNR Predicted =  33.18059268705214
==> Processing: 18 || Timer: 0.2175 sec.
PSNR Predicted =  33.13595794363288
==> Processing: 19 || Timer: 0.2172 sec.
PSNR Predicted =  33.67766955653117
==> Processing: 20 || Timer: 0.2361 sec.
PSNR Predicted =  33.39502434860657
==> Processing: 21 || Timer: 0.2173 sec.
PSNR Predicted =  33.93999179040124
==> Processing: 22 || Timer: 0.2256 sec.
PSNR Predicted =  33.8591050475506
==> Processing: 23 || Timer: 0.1637 sec.
PSNR Predicted =  34.23413632599109
==> Processing: 24 || Timer: 0.2603 sec.
PSNR Predicted =  33.82022028123546
==> Processing: 25 || Timer: 0.2204 sec.
PSNR Predicted =  34.384473212421575
==> Processing: 26 || Timer: 0.2357 sec.
PSNR Predicted =  33.97391461411484
==> Processing: 27 || Timer: 0.2411 sec.
PSNR Predicted =  34.29690797972315
==> Processing: 28 || Timer: 0.1821 sec.
PSNR Predicted =  33.58155463371305
==> Processing: 29 || Timer: 0.2328 sec.
PSNR Predicted =  34.07660157020678
==> Processing: 30 || Timer: 0.2073 sec.
PSNR Predicted =  33.89934463209539
==> Processing: 31 || Timer: 0.2379 sec.
PSNR Predicted =  33.70831502936623
==> Processing: 32 || Timer: 0.2259 sec.
PSNR Predicted =  32.85652595173989
==> Processing: 33 || Timer: 0.2327 sec.
PSNR Predicted =  32.765122671514284
==> Processing: 34 || Timer: 0.2656 sec.
PSNR Predicted =  32.408697095896684
==> Processing: 35 || Timer: 0.2655 sec.
PSNR Predicted =  32.50190994255822
==> Processing: 36 || Timer: 0.2447 sec.
PSNR Predicted =  32.5100977829602
==> Processing: 37 || Timer: 0.2182 sec.
PSNR Predicted =  32.67608804207327
==> Processing: 38 || Timer: 0.2480 sec.
PSNR Predicted =  32.2594837728565
==> Processing: 39 || Timer: 0.2150 sec.
PSNR Predicted =  32.46736274447474
==> Processing: 40 || Timer: 0.2536 sec.
PSNR Predicted =  32.29948431100298
==> Processing: 41 || Timer: 0.1481 sec.
PSNR Predicted =  32.82719401186657
==> Processing: 42 || Timer: 0.1445 sec.
PSNR Predicted =  32.75549435440679
==> Processing: 43 || Timer: 0.0954 sec.
PSNR Predicted =  33.063080365831986
==> Processing: 44 || Timer: 0.2314 sec.
PSNR Predicted =  32.33838101882028
==> Processing: 45 || Timer: 0.0955 sec.
PSNR Predicted =  32.62277582283248
==> Processing: 46 || Timer: 0.1306 sec.
PSNR Predicted =  32.498662132527556
==> Processing: 47 || Timer: 0.2717 sec.
PSNR Predicted =  33.49332252144905
==> Processing: 48 || Timer: 0.2636 sec.
PSNR Predicted =  33.3671112643624
==> Processing: 49 || Timer: 0.2213 sec.
PSNR Predicted =  33.55000328529119
==> Processing: 50 || Timer: 0.2219 sec.
PSNR Predicted =  32.73369548491387
==> Processing: 51 || Timer: 0.2571 sec.
PSNR Predicted =  32.42809116008126
==> Processing: 52 || Timer: 0.3016 sec.
PSNR Predicted =  32.06097160779794
==> Processing: 53 || Timer: 0.2270 sec.
PSNR Predicted =  32.52252947401762
==> Processing: 54 || Timer: 0.2265 sec.
PSNR Predicted =  32.44850115598099
==> Processing: 55 || Timer: 0.2231 sec.
PSNR Predicted =  32.731711277371254
==> Processing: 56 || Timer: 0.2175 sec.
PSNR Predicted =  32.51960480808296
==> Processing: 57 || Timer: 0.2630 sec.
PSNR Predicted =  32.948556368652234
==> Processing: 58 || Timer: 0.2265 sec.
PSNR Predicted =  32.59715811839639
==> Processing: 59 || Timer: 0.2222 sec.
PSNR Predicted =  33.1710093098759
==> Processing: 60 || Timer: 0.2499 sec.
PSNR Predicted =  33.652731511147906
==> Processing: 61 || Timer: 0.2342 sec.
PSNR Predicted =  33.438992030037376
==> Processing: 62 || Timer: 0.2137 sec.
PSNR Predicted =  32.989757258514615
==> Processing: 63 || Timer: 0.2945 sec.
PSNR Predicted =  32.572106129106764
==> Processing: 64 || Timer: 0.2604 sec.
PSNR Predicted =  32.4722462791306
==> Processing: 65 || Timer: 0.2515 sec.
PSNR Predicted =  32.41124435420335
==> Processing: 66 || Timer: 0.2317 sec.
PSNR Predicted =  32.75537182297233
==> Processing: 67 || Timer: 0.2707 sec.
PSNR Predicted =  32.97199607551751
==> Processing: 68 || Timer: 0.2554 sec.
PSNR Predicted =  32.9743453515469
==> Processing: 69 || Timer: 0.2517 sec.
PSNR Predicted =  33.173772471435605
==> Processing: 70 || Timer: 0.2630 sec.
PSNR Predicted =  33.34985284880086
==> Processing: 71 || Timer: 0.2267 sec.
PSNR Predicted =  33.74757530771242
==> Processing: 72 || Timer: 0.2493 sec.
PSNR Predicted =  33.685283443186236
==> Processing: 73 || Timer: 0.2074 sec.
PSNR Predicted =  33.11709797311737
==> Processing: 74 || Timer: 0.2355 sec.
PSNR Predicted =  33.32034439372877
==> Processing: 75 || Timer: 0.2533 sec.
PSNR Predicted =  33.468956461167785
==> Processing: 76 || Timer: 0.2493 sec.
PSNR Predicted =  33.57416351717052
==> Processing: 77 || Timer: 0.2110 sec.
PSNR Predicted =  33.52273422664277
==> Processing: 78 || Timer: 0.2347 sec.
PSNR Predicted =  33.769819658464336
==> Processing: 79 || Timer: 0.2186 sec.
PSNR Predicted =  33.64576099477502
==> Processing: 80 || Timer: 0.2525 sec.
PSNR Predicted =  33.544619317047825
==> Processing: 81 || Timer: 0.2750 sec.
PSNR Predicted =  33.37630174075568
==> Processing: 82 || Timer: 0.2326 sec.
PSNR Predicted =  33.69107303686243
==> Processing: 83 || Timer: 0.2148 sec.
PSNR Predicted =  33.73686252919774
==> Processing: 84 || Timer: 0.2375 sec.
PSNR Predicted =  33.84017396846402
==> Processing: 85 || Timer: 0.2273 sec.
PSNR Predicted =  33.856943674844985
==> Processing: 86 || Timer: 0.2565 sec.
PSNR Predicted =  33.69650272689405
==> Processing: 87 || Timer: 0.2452 sec.
PSNR Predicted =  33.87379330580212
==> Processing: 88 || Timer: 0.2638 sec.
PSNR Predicted =  34.02587723092581
==> Processing: 89 || Timer: 0.2328 sec.
PSNR Predicted =  33.828201031290405
==> Processing: 90 || Timer: 0.2952 sec.
PSNR Predicted =  33.79261566989706
==> Processing: 91 || Timer: 0.2463 sec.
PSNR Predicted =  33.894948395821906
==> Processing: 92 || Timer: 0.2003 sec.
PSNR Predicted =  33.63202394835281
==> Processing: 93 || Timer: 0.1841 sec.
PSNR Predicted =  33.54558237087591
==> Processing: 94 || Timer: 0.1911 sec.
PSNR Predicted =  33.64271314007933
==> Processing: 95 || Timer: 0.1270 sec.
PSNR Predicted =  33.53125315597137
==> Processing: 96 || Timer: 0.0564 sec.
PSNR Predicted =  33.86443208401521
==> Processing: 97 || Timer: 0.0482 sec.
PSNR Predicted =  33.65206189607208
==> Processing: 98 || Timer: 0.0470 sec.
PSNR Predicted =  33.27590143744527
==> Processing: 99 || Timer: 0.0471 sec.
PSNR Predicted =  33.05681753174598
Avg PSNR Predicted =  33.18741119367473