bezzam's picture
Upload 136 files
1bb3071 verified
raw
history blame contribute delete
No virus
6.91 kB
{
"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
}