{ "LOSS": [ -1, 0.4188102260828016, 0.33516882719596236, 0.31745233876506534, 0.30849826081097204, 0.3031157548675942, 0.29817252306143566, 0.2945401227027177, 0.29250809829930513, 0.2898601322025056, 0.2879842390567067, 0.28570315137505586, 0.2838655687918257, 0.2831620060751832, 0.28123869933684714, 0.2797611504445471, 0.2789651690820859, 0.27776181094348446, 0.27633536891142507, 0.2752036299755176, 0.27444457547366635, 0.2737527764787267, 0.2727003255238143, 0.271493462348977, 0.27124925253291876, 0.2702767081558715 ], "LOSS_TEST": [ 0.8770464301109314, 0.3349558273749426, 0.32264454560820016, 0.31451487835031, 0.30086134579498325, 0.2955389135237783, 0.29200517000630494, 0.2914252436347306, 0.28897081196773794, 0.29175180909689513, 0.2845212365174666, 0.2836622568173334, 0.28439128704369065, 0.2853538738703355, 0.28267139109782874, 0.2792605563206598, 0.28078266308177263, 0.27807811146602035, 0.27984629543032497, 0.2802788372943178, 0.27719016483053566, 0.27852979972958564, 0.27591793804895137, 0.27473020618315785, 0.2744419832946733 ], "MSE": [ 0.1474620932340622, 0.01069042154122144, 0.010289266281761229, 0.009441081690602005, 0.009733201679773628, 0.008649564003571869, 0.008834155816584826, 0.008133243639022111, 0.008460640166886151, 0.010324485427699983, 0.007733273454941809, 0.007870207051746547, 0.008082836642861366, 0.00813154091592878, 0.00805426183156669, 0.007932152221910656, 0.007928359215147793, 0.007546371277421713, 0.007796025141142309, 0.007546226889826357, 0.007489529605954885, 0.007490796446800232, 0.007619259501807391, 0.0077373232459649445, 0.007223711502738297, 0.007518632020801306 ], "MAE": [ 0.24566557079553605, 0.0594879188016057, 0.057903196439146994, 0.05525240410119295, 0.055472588799893856, 0.051738640256226064, 0.05239940118044615, 0.05019649021327496, 0.05169638950377703, 0.05696233183145523, 0.04874886896461248, 0.049284214451909066, 0.05006106495857239, 0.05025450497865677, 0.05010689448565245, 0.04971977908164263, 0.04944654326885939, 0.048214362040162086, 0.04939719200134277, 0.04824959632009268, 0.048212506733834745, 0.048169321678578854, 0.048056237660348416, 0.04885712023824453, 0.04686874389648438, 0.047988829128444196 ], "LPIPS_Vgg": [ 0.7295843368768692, 0.32426540583372115, 0.3123552793264389, 0.305073796659708, 0.2911281441152096, 0.28688934952020645, 0.2831710141897201, 0.2832919999957085, 0.2805101718008518, 0.28142732366919515, 0.2767879630625248, 0.27579204976558686, 0.2763084504008293, 0.27722233295440674, 0.27461712926626203, 0.27132840409874914, 0.27285430386662485, 0.27053174018859866, 0.27205027028918266, 0.2727326104044914, 0.26970063522458076, 0.2710390032827854, 0.26829867854714395, 0.2669928829371929, 0.26721827179193497, 0.26698031172156333 ], "LPIPS_Alex": [ 0.6522023850679397, 0.2950022880733013, 0.26919777974486353, 0.26052909046411515, 0.24672549679875375, 0.23896358236670495, 0.23625774532556534, 0.2382791544497013, 0.23894906297326088, 0.2335246002674103, 0.23242366462945938, 0.22177687361836435, 0.2228948161005974, 0.22954629063606263, 0.22586577907204627, 0.22320230647921563, 0.2197939494252205, 0.22125993236899377, 0.2262873938679695, 0.23240965023636817, 0.22725681990385055, 0.22243986204266547, 0.21938369765877724, 0.2173578268289566, 0.21753232330083846, 0.2202344211935997 ], "PSNR": [ 8.40636290550232, 19.771359157562255, 19.941146965026856, 20.31824043273926, 20.178504314422607, 20.702010192871093, 20.60952314376831, 20.972748699188234, 20.79650182723999, 19.92586208343506, 21.193089447021485, 21.120916080474853, 20.998028316497802, 20.97529638290405, 21.01873622894287, 21.079297676086426, 21.080533065795898, 21.297941074371337, 21.15312412261963, 21.297314071655272, 21.324140491485597, 21.334042434692382, 21.259789791107178, 21.19370126724243, 21.49254442214966, 21.31514190673828 ], "SSIM": [ 0.18054990902543067, 0.6381855809688568, 0.6575915819406509, 0.7080732101202011, 0.7125047290325165, 0.7231720840930939, 0.7281237041950226, 0.7308170562982559, 0.7327718651294708, 0.7231130272150039, 0.7372392702102661, 0.7388029515743255, 0.7354463195800781, 0.738344429731369, 0.7439087527990341, 0.7404921466112137, 0.7424340206384659, 0.7456554365158081, 0.7388945579528808, 0.7435228896141052, 0.7477457839250564, 0.7478622508049011, 0.7463955384492874, 0.7460317248106003, 0.7492782074213028, 0.746981966495514 ], "ReconstructionError": [ 14.462133407592773, 13.434252190589905, 13.326302704811097, 13.451718697547912, 13.499681448936462, 13.447212476730346, 13.250778050422669, 13.287170910835266, 13.169417381286621, 13.1107927942276, 13.312118110656739, 13.397262558937072, 13.351113667488098, 13.158243680000306, 13.49973512172699, 13.47447458744049, 13.199286766052246, 13.29419934272766, 13.511524000167846, 13.365659236907959, 13.41833345413208, 13.325437097549438, 13.330997138023376, 13.14705530643463, 13.302004857063293, 13.418420267105102 ], "n_iter": 20, "algorithm": "unrolled_admm_UnetRes_d2", "metric_for_best_model": null, "best_epoch": 24, "best_eval_score": 0.2744419832946733 }