|
{ |
|
"LOSS": [ |
|
1, |
|
0.4959559300442551, |
|
0.40765245180328596, |
|
0.3643883253981674, |
|
0.34254009993374335, |
|
0.3250786369865144, |
|
0.3115331223482889, |
|
0.3025004210596276, |
|
0.29556544712434285, |
|
0.28931260421623733, |
|
0.28280920331925186, |
|
0.27750242282698606, |
|
0.2732433722068878, |
|
0.2691389133234813, |
|
0.2654041805590193, |
|
0.26172614957888907, |
|
0.25864079521844924, |
|
0.2557783460045852, |
|
0.2530544873202839, |
|
0.25068448714166836, |
|
0.24856341986234032, |
|
0.24644542708992961, |
|
0.24497214234123638, |
|
0.2434905450046063, |
|
0.24251753660043152, |
|
0.2418268680224822 |
|
], |
|
"LOSS_TEST": [ |
|
0.9830354441691924, |
|
0.4353326271093256, |
|
0.37665288873926717, |
|
0.34580912054362556, |
|
0.3321048941899527, |
|
0.3152701062750672, |
|
0.306136179744761, |
|
0.30133788614208484, |
|
0.29379863710561255, |
|
0.2922189317949422, |
|
0.2857845665022798, |
|
0.2800574037943267, |
|
0.27669226758655635, |
|
0.27446313530464916, |
|
0.2717752723329541, |
|
0.26927355142054826, |
|
0.2670492813754659, |
|
0.2663218668600017, |
|
0.2644908770189823, |
|
0.2630234980329711, |
|
0.26280064653098073, |
|
0.26179892059277604, |
|
0.2620823287208834, |
|
0.2610785524636783, |
|
0.26099843490198515, |
|
0.2608739724604169 |
|
], |
|
"MSE": [ |
|
0.12382923903407993, |
|
0.03998973153277978, |
|
0.02663373628125952, |
|
0.01984912591536079, |
|
0.017644227979270306, |
|
0.013707117910764448, |
|
0.012155907957146207, |
|
0.01087067930216158, |
|
0.010592500489947197, |
|
0.010123186454818293, |
|
0.010429641343298945, |
|
0.009286026297196806, |
|
0.009089426288532244, |
|
0.008380189417974205, |
|
0.008041645310030461, |
|
0.007922458740229064, |
|
0.007815018836483435, |
|
0.007872347916906199, |
|
0.007508899249300525, |
|
0.007312646352204012, |
|
0.007278984825539816, |
|
0.007282247791091005, |
|
0.007193598297058238, |
|
0.007134119155457815, |
|
0.007105477871391941, |
|
0.007131677058229859 |
|
], |
|
"MAE": [], |
|
"LPIPS_Vgg": [ |
|
0.8592062051351125, |
|
0.3953428955765458, |
|
0.35001915245800763, |
|
0.32595999462826475, |
|
0.3144606662106824, |
|
0.30156298836430273, |
|
0.29398027178761477, |
|
0.2904672068399233, |
|
0.28320613661566535, |
|
0.2820957453401239, |
|
0.27535492515898086, |
|
0.2707713774971299, |
|
0.2676028412980241, |
|
0.26608294588667497, |
|
0.26373362702292363, |
|
0.2613510926803192, |
|
0.25923426253898246, |
|
0.2584495189430955, |
|
0.25698197776968174, |
|
0.25571085168076707, |
|
0.25552166170544094, |
|
0.25451667280168505, |
|
0.25488873042382515, |
|
0.2539444333082205, |
|
0.2538929570305932, |
|
0.253742295402187 |
|
], |
|
"LPIPS_Alex": [], |
|
"PSNR": [ |
|
9.68214626283617, |
|
14.47079130503031, |
|
16.523720676357204, |
|
17.850969565642608, |
|
18.226387001014686, |
|
19.425135949471812, |
|
19.942892759053915, |
|
20.414602091601182, |
|
20.610300735191064, |
|
20.7729780304062, |
|
20.678149640500486, |
|
21.106228928666216, |
|
21.273716076954944, |
|
21.63341587513417, |
|
21.847395945597697, |
|
21.915981276495916, |
|
21.985146933967048, |
|
21.961979268430113, |
|
22.193220357159834, |
|
22.306355750357902, |
|
22.32622568934291, |
|
22.33859984079997, |
|
22.3853579989902, |
|
22.430975907319063, |
|
22.45230741090364, |
|
22.435915977508575 |
|
], |
|
"SSIM": [ |
|
0.15836593085849607, |
|
0.4860226880233209, |
|
0.6194006270534164, |
|
0.6611975609241901, |
|
0.6733698135202711, |
|
0.700946629673869, |
|
0.7094274720809123, |
|
0.721656026544275, |
|
0.7322682814972775, |
|
0.7335290234905105, |
|
0.7435139733570832, |
|
0.7512250441211361, |
|
0.7603863351815217, |
|
0.759756179960879, |
|
0.7666521395768251, |
|
0.771535717629575, |
|
0.7727116259846005, |
|
0.7730425695876578, |
|
0.7760162343969336, |
|
0.7773467788586507, |
|
0.7770503384692294, |
|
0.7785123504317917, |
|
0.7769236944101237, |
|
0.7796818766746674, |
|
0.779667386779556, |
|
0.7798642557304543 |
|
], |
|
"ReconstructionError": [ |
|
0.10701159253768674, |
|
0.03434509662790103, |
|
0.02492662523411684, |
|
0.01900916768133536, |
|
0.018340322566596238, |
|
0.01695549222514839, |
|
0.017827001951254525, |
|
0.01606062452100941, |
|
0.01662988138447578, |
|
0.01711942116124882, |
|
0.015904336352249956, |
|
0.016769135933000227, |
|
0.018070975904473225, |
|
0.01761035607322245, |
|
0.018227458768361085, |
|
0.01737215790549877, |
|
0.016863709504439217, |
|
0.016245400058096264, |
|
0.01619770312033877, |
|
0.01536150996524792, |
|
0.016303105534192314, |
|
0.01629193085168877, |
|
0.015795439126080012, |
|
0.016216769472004153, |
|
0.016182421940962435, |
|
0.016190346098855488 |
|
], |
|
"n_iter": 1, |
|
"algorithm": "svdeconvnet_UnetRes_d4", |
|
"metric_for_best_model": null, |
|
"best_epoch": 25, |
|
"best_eval_score": 0.2608739724604169 |
|
} |