|
{ |
|
"LOSS": [ |
|
-1, |
|
0.7582259170394129, |
|
0.7271855486356289, |
|
0.7202320875301602, |
|
0.7169006737217112, |
|
0.7147382296588083, |
|
0.7125727219495303, |
|
0.710833057699161, |
|
0.7094240963081417, |
|
0.7083194703322191, |
|
0.7069660211904004, |
|
0.7057147816619175, |
|
0.704768807143646, |
|
0.703951767623692, |
|
0.7033518026641075, |
|
0.7027956072453446, |
|
0.7023032547877371, |
|
0.7016710136055415, |
|
0.7011398229016449, |
|
0.7005733119632332, |
|
0.6997257457491504, |
|
0.6991584389997277, |
|
0.6985166866315419, |
|
0.6978655332461736, |
|
0.6971256818382986, |
|
0.6961390993605895 |
|
], |
|
"MSE": [ |
|
0.1525740173860238, |
|
0.09105677087433063, |
|
0.08425305959983515, |
|
0.08465178832411765, |
|
0.08167984388195551, |
|
0.07818919501912136, |
|
0.07786419365841608, |
|
0.07696707530950124, |
|
0.07561145129685219, |
|
0.07541647215302173, |
|
0.07404186738511691, |
|
0.07489768176411207, |
|
0.07500552573742775, |
|
0.07454995256490432, |
|
0.073871614311177, |
|
0.07369570388243749, |
|
0.07271687355465614, |
|
0.07367857895218409, |
|
0.07438709353311704, |
|
0.07337972885714128, |
|
0.07464309773192956, |
|
0.07330012095089142, |
|
0.07244458698595946, |
|
0.07070554428948805, |
|
0.07006517472462012, |
|
0.0691378984027184 |
|
], |
|
"MAE": [ |
|
0.2978491449012206, |
|
0.22544875655036706, |
|
0.21729458885697217, |
|
0.21913569128284088, |
|
0.21444723015794387, |
|
0.20930047591145223, |
|
0.21013787434651302, |
|
0.2084740123496606, |
|
0.20749140410469127, |
|
0.2069578115756695, |
|
0.20574363424227787, |
|
0.20694682609576445, |
|
0.2069727853513681, |
|
0.20624953537033155, |
|
0.20563346846745564, |
|
0.20496348979381415, |
|
0.20373724905344157, |
|
0.2059144475712226, |
|
0.2064550579740451, |
|
0.20495620702321712, |
|
0.20754052681418567, |
|
0.20557904352362338, |
|
0.20426970089857394, |
|
0.2014002413703845, |
|
0.20142722651362419, |
|
0.20089262385780995 |
|
], |
|
"LPIPS_Vgg": [ |
|
0.8082849947305826, |
|
0.6402469428685995, |
|
0.6338786386526548, |
|
0.6413889589217993, |
|
0.6310788287566258, |
|
0.6337884462796725, |
|
0.6321365532966761, |
|
0.6320717646525457, |
|
0.6304919914557383, |
|
0.6320046227711897, |
|
0.6291437823038835, |
|
0.6277762252550859, |
|
0.6281210608207263, |
|
0.6270552818591778, |
|
0.6263498544692994, |
|
0.6278344929218292, |
|
0.6279407524145566, |
|
0.6278543213239083, |
|
0.6275596056993191, |
|
0.6251787873414847, |
|
0.6233644026976365, |
|
0.6250831338075491, |
|
0.6267001800812207, |
|
0.6268496717397983, |
|
0.6231525079562114, |
|
0.6261053493389717 |
|
], |
|
"LPIPS_Alex": [ |
|
0.8105486819377312, |
|
0.6936953097581864, |
|
0.6810104571855985, |
|
0.6808938019550763, |
|
0.6632353665737005, |
|
0.6721341541180244, |
|
0.6725845875648352, |
|
0.6686432613776281, |
|
0.6740473962747133, |
|
0.6709114198501294, |
|
0.6722557402574099, |
|
0.6723138433236342, |
|
0.6676542130800394, |
|
0.6666033696669799, |
|
0.6728930782813293, |
|
0.6751965793279501, |
|
0.6760450395253988, |
|
0.6762005374981807, |
|
0.6752106118660707, |
|
0.6722378338758762, |
|
0.669445733840649, |
|
0.6745606525586202, |
|
0.6705997604590196, |
|
0.6772476964271985, |
|
0.6779224095436243, |
|
0.6819040722571886 |
|
], |
|
"PSNR": [ |
|
8.21646549151494, |
|
10.45456456404466, |
|
10.790159724308895, |
|
10.76954165972196, |
|
10.923736990415133, |
|
11.113740730285645, |
|
11.130406845532931, |
|
11.181174802780152, |
|
11.257020183709951, |
|
11.268241126720723, |
|
11.347536692252525, |
|
11.297844886779785, |
|
11.29181054188655, |
|
11.318069927509015, |
|
11.357526320677538, |
|
11.36820439191965, |
|
11.42591816828801, |
|
11.368746830866886, |
|
11.327621922126184, |
|
11.386527483279888, |
|
11.311784711250892, |
|
11.390112356039195, |
|
11.441118977620052, |
|
11.547161227006178, |
|
11.585301722013034, |
|
11.642037490698007 |
|
], |
|
"SSIM": [ |
|
0.22542208307064496, |
|
0.40075164093421056, |
|
0.4155474075904259, |
|
0.40920552920836667, |
|
0.422714090691163, |
|
0.4282952268536274, |
|
0.42615752392090284, |
|
0.4314070381797277, |
|
0.43014196272079763, |
|
0.43174440413713455, |
|
0.43111299471213266, |
|
0.429186092546353, |
|
0.4289484537564791, |
|
0.43120004351322466, |
|
0.4297534548319303, |
|
0.43137689324525685, |
|
0.431667634500907, |
|
0.42946441907149097, |
|
0.42834873566260706, |
|
0.4290082569305713, |
|
0.4281221602971737, |
|
0.4271586764317292, |
|
0.4297828074831229, |
|
0.4358434312618696, |
|
0.4338268219278409, |
|
0.43214229184847613 |
|
], |
|
"ReconstructionError": [ |
|
164.95694673978366, |
|
169.95879246638373, |
|
174.19741260822002, |
|
176.12533214275655, |
|
169.7954599233774, |
|
172.1421603863056, |
|
173.43969612121583, |
|
172.65620040893555, |
|
173.4006604708158, |
|
172.29037217360278, |
|
176.4280031350943, |
|
177.40341333242563, |
|
178.51052615825947, |
|
179.21056835468, |
|
180.14497610238882, |
|
181.50889669565055, |
|
181.24484704824593, |
|
182.59227963961087, |
|
183.27544608482947, |
|
184.0323737511268, |
|
180.84457309429462, |
|
183.99267595731294, |
|
184.61231014545146, |
|
181.28583509005034, |
|
182.1199098440317, |
|
184.17527248676006 |
|
], |
|
"n_iter": 10, |
|
"algorithm": "unrolled_admm", |
|
"metric_for_best_model": null, |
|
"best_epoch": 24, |
|
"best_eval_score": 0.6932176826808315 |
|
} |