| { |
| "LOSS": [ |
| -1, |
| 0.6116351423660911, |
| 0.5969407624204935, |
| 0.5941597239673115, |
| 0.5922832410633564, |
| 0.5911119637191301, |
| 0.5903311789333813, |
| 0.5879827742079892, |
| 0.5880078231096272, |
| 0.586589498321215, |
| 0.5863682059446956, |
| 0.5857811225752035, |
| 0.5851873279809958, |
| 0.5853507430652778, |
| 0.585124227970841, |
| 0.5845710966388374, |
| 0.5844923431177926, |
| 0.5843840137918781, |
| 0.5840132731497293, |
| 0.5839742677410459, |
| 0.5837308169702701, |
| 0.5836687145431839, |
| 0.5837951561311892, |
| 0.5833144933879394, |
| 0.5832784005800891, |
| 0.5835274580419064 |
| ], |
| "LOSS_TEST": [ |
| 0.7812967516854405, |
| 0.5855217633396388, |
| 0.5783993547968567, |
| 0.5776060536317527, |
| 0.5752113510854542, |
| 0.5752436647750437, |
| 0.5764743410237133, |
| 0.572726769708097, |
| 0.5723476500622928, |
| 0.5708882611617446, |
| 0.571415980439633, |
| 0.5715625253692269, |
| 0.5706786453165114, |
| 0.5744939705356956, |
| 0.5705419630929828, |
| 0.5704231417179108, |
| 0.5709356025420129, |
| 0.5703499318100512, |
| 0.5699833940155804, |
| 0.5718289618939161, |
| 0.5745808377675712, |
| 0.5709583050757646, |
| 0.5703324627131224, |
| 0.5694780266471207, |
| 0.5693180312588811 |
| ], |
| "MSE": [ |
| 0.09166281420737504, |
| 0.05864758051931858, |
| 0.05147133557125926, |
| 0.05231667755171657, |
| 0.05232430623844266, |
| 0.051941774878650905, |
| 0.05482061045244336, |
| 0.05012455012649298, |
| 0.05105032129213214, |
| 0.050238007567822936, |
| 0.050894924383610485, |
| 0.04995140675455332, |
| 0.051947126630693674, |
| 0.053978502713143826, |
| 0.05220956783741713, |
| 0.05086818277835846, |
| 0.04979456698521972, |
| 0.049945370946079495, |
| 0.050383744109421966, |
| 0.050081310495734215, |
| 0.054821305256336925, |
| 0.050886448696255686, |
| 0.050368820652365684, |
| 0.051237383801490066, |
| 0.0515330596640706, |
| 0.051660364978015426 |
| ], |
| "MAE": [ |
| 0.18843032106757163, |
| 0.14639936834573747, |
| 0.13640985041856765, |
| 0.1378291367739439, |
| 0.13857723735272884, |
| 0.13734527185559273, |
| 0.14180988363921643, |
| 0.13478092916309833, |
| 0.13604000374674796, |
| 0.1344171330332756, |
| 0.13517593771219252, |
| 0.13413759097456932, |
| 0.13699121631681918, |
| 0.13965390160679816, |
| 0.1372373929619789, |
| 0.13551061615347862, |
| 0.13380547404289245, |
| 0.13401913315057754, |
| 0.1343211879581213, |
| 0.1342411196231842, |
| 0.14101799242198468, |
| 0.13510264836251737, |
| 0.13454405806958675, |
| 0.13563931785523892, |
| 0.13619028069078923, |
| 0.1365162092447281 |
| ], |
| "LPIPS_Vgg": [ |
| 0.6896339374780655, |
| 0.5268741828203202, |
| 0.5269280192255974, |
| 0.5252893760800361, |
| 0.5228870448470115, |
| 0.5233018898963928, |
| 0.52165373057127, |
| 0.522602219581604, |
| 0.5212973287701607, |
| 0.5206502535939217, |
| 0.5205210560560226, |
| 0.5216111186146736, |
| 0.5187315186858177, |
| 0.5205154678225518, |
| 0.5183323952555656, |
| 0.5195549589395523, |
| 0.5211410355567933, |
| 0.5204045608639717, |
| 0.5195996499061585, |
| 0.5217476513981819, |
| 0.5197595325112343, |
| 0.5200718563795089, |
| 0.5199636420607567, |
| 0.5182406428456307, |
| 0.5177849715948105, |
| 0.5177113559842109 |
| ], |
| "LPIPS_Alex": [ |
| 0.74610506772995, |
| 0.5735397946834564, |
| 0.5768185931444169, |
| 0.5675315690040589, |
| 0.5667502766847611, |
| 0.57090630620718, |
| 0.5721599858999252, |
| 0.5728702002763748, |
| 0.5643580278754234, |
| 0.5685708957910538, |
| 0.5729154247045517, |
| 0.5778590643405914, |
| 0.5565393239259719, |
| 0.5614379939436912, |
| 0.5621324235200882, |
| 0.5601272225379944, |
| 0.571121956706047, |
| 0.5653539937734604, |
| 0.5652269488573074, |
| 0.5726064628362656, |
| 0.5599191004037857, |
| 0.5664641988277436, |
| 0.563215334713459, |
| 0.5577664980292321, |
| 0.56300741314888, |
| 0.5606916746497155 |
| ], |
| "PSNR": [ |
| 10.51719114303589, |
| 12.509758415222167, |
| 13.065274858474732, |
| 12.995808572769166, |
| 12.99180480003357, |
| 13.019622449874879, |
| 12.793306560516358, |
| 13.174690866470337, |
| 13.100224885940552, |
| 13.170289192199707, |
| 13.11084231376648, |
| 13.19216926574707, |
| 13.028131036758422, |
| 12.86252676963806, |
| 13.009534292221069, |
| 13.11396083831787, |
| 13.205786771774292, |
| 13.194389390945435, |
| 13.158699054718017, |
| 13.182404870986938, |
| 12.798283596038818, |
| 13.117433996200562, |
| 13.158263463973999, |
| 13.084424104690552, |
| 13.058174848556519, |
| 13.052340850830078 |
| ], |
| "SSIM": [ |
| 0.2087826758623123, |
| 0.36711170703172685, |
| 0.4051822403073311, |
| 0.3936792179942131, |
| 0.38636279970407483, |
| 0.39812295854091645, |
| 0.3810299417376518, |
| 0.41018751382827756, |
| 0.40094561636447906, |
| 0.41400049179792403, |
| 0.4172427293658256, |
| 0.416233294904232, |
| 0.40019281566143033, |
| 0.39687793552875517, |
| 0.40416111260652543, |
| 0.40727382302284243, |
| 0.4183068042993546, |
| 0.41558857887983325, |
| 0.41926797747612, |
| 0.41705689787864686, |
| 0.3915968376398087, |
| 0.4144194117188454, |
| 0.4145298337936401, |
| 0.410791677236557, |
| 0.4075920054316521, |
| 0.40674696415662764 |
| ], |
| "ReconstructionError": [ |
| 26.500053901672363, |
| 26.142281970977784, |
| 25.040285778045654, |
| 24.919104709625245, |
| 25.830109004974364, |
| 25.08903016090393, |
| 26.362458782196043, |
| 24.812287130355834, |
| 24.68622794151306, |
| 25.008825378417967, |
| 24.9080677318573, |
| 24.72656484603882, |
| 25.29244384765625, |
| 26.17301959991455, |
| 25.10705476760864, |
| 24.862995796203613, |
| 24.750569419860838, |
| 24.727094984054567, |
| 24.801306629180907, |
| 24.643029823303223, |
| 26.368610363006592, |
| 24.631370096206666, |
| 24.630789709091186, |
| 24.90616656303406, |
| 25.425778217315674, |
| 25.33924701690674 |
| ], |
| "n_iter": 20, |
| "algorithm": "unrolled_admm", |
| "metric_for_best_model": null, |
| "best_epoch": 24, |
| "best_eval_score": 0.5693180312588811 |
| } |
