| { | |
| "LOSS": [ | |
| -1, | |
| 0.42506172037124607, | |
| 0.3715379193723203, | |
| 0.3513330962657927, | |
| 0.33664788734912926, | |
| 0.32508560132483544, | |
| 0.31761638724307173, | |
| 0.3107886923700576, | |
| 0.3049010163992641, | |
| 0.29941335070629865, | |
| 0.2952556682278715, | |
| 0.2908715750028692, | |
| 0.2871121711333593, | |
| 0.2836354361226164, | |
| 0.27971938257416235, | |
| 0.2761586771557726, | |
| 0.27307987784842636, | |
| 0.269839598769943, | |
| 0.2671173327267169, | |
| 0.26434651042024365, | |
| 0.2615345354080202, | |
| 0.2592328493793806, | |
| 0.25651818836232126, | |
| 0.2541421487977099, | |
| 0.251509060263634, | |
| 0.24944406007726969 | |
| ], | |
| "LOSS_TEST": [ | |
| 0.8817427600873634, | |
| 0.3911167828924954, | |
| 0.36132846454158424, | |
| 0.34794712722767146, | |
| 0.3297273882525042, | |
| 0.33049568712711336, | |
| 0.3197627825755626, | |
| 0.3098387015331536, | |
| 0.3074369425419718, | |
| 0.3005863538896665, | |
| 0.2974890483543277, | |
| 0.2941137046040967, | |
| 0.290157414926216, | |
| 0.2909129729960114, | |
| 0.2846108212461695, | |
| 0.2850894840573892, | |
| 0.28382050729822367, | |
| 0.27896445008460435, | |
| 0.27686190566513685, | |
| 0.27418499733787033, | |
| 0.27411451580934226, | |
| 0.27319015124812723, | |
| 0.27275842644274234, | |
| 0.2712480311607942, | |
| 0.2678498128731735 | |
| ], | |
| "MSE": [ | |
| 0.10220292940735817, | |
| 0.024723691530525685, | |
| 0.01764351898804307, | |
| 0.014283189442940056, | |
| 0.012687594224698841, | |
| 0.01504034087061882, | |
| 0.012403487907722593, | |
| 0.010030429298058152, | |
| 0.009806539947167039, | |
| 0.009120414867065847, | |
| 0.00916629072278738, | |
| 0.008947728392668068, | |
| 0.008257289109751582, | |
| 0.008758696736767888, | |
| 0.008169838353060186, | |
| 0.008402611813507974, | |
| 0.007893917742185294, | |
| 0.008037692443467677, | |
| 0.007611328759230674, | |
| 0.007293615522794426, | |
| 0.008350841915234924, | |
| 0.007456358801573515, | |
| 0.00782252114266157, | |
| 0.007512139878235758, | |
| 0.006973667957354337, | |
| 0.007694057673215866 | |
| ], | |
| "MAE": [ | |
| 0.25300786033272743, | |
| 0.08753189861774445, | |
| 0.07182606883347034, | |
| 0.06695936530828477, | |
| 0.06161977462470532, | |
| 0.069102883040905, | |
| 0.06005643542855978, | |
| 0.055133978240191936, | |
| 0.054186781644821165, | |
| 0.051850876845419405, | |
| 0.05150843322277069, | |
| 0.0511427466198802, | |
| 0.04901222012937069, | |
| 0.05031856644898653, | |
| 0.048300758339464664, | |
| 0.04936436712741852, | |
| 0.048233044035732746, | |
| 0.047971505597233774, | |
| 0.04633164081722498, | |
| 0.045605103895068166, | |
| 0.04868423741310835, | |
| 0.04610012032091618, | |
| 0.04811137560755015, | |
| 0.04641892924904823, | |
| 0.0444523966871202, | |
| 0.04809818860143423 | |
| ], | |
| "LPIPS_Vgg": [ | |
| 0.7779993534088134, | |
| 0.3600738856196404, | |
| 0.3356810587644577, | |
| 0.3243301922082901, | |
| 0.3065659131109715, | |
| 0.30440667539834976, | |
| 0.29593536227941514, | |
| 0.2878607977926731, | |
| 0.28554745331406595, | |
| 0.27908487990498543, | |
| 0.27546654611825944, | |
| 0.272397750467062, | |
| 0.26898902773857114, | |
| 0.2688723413646221, | |
| 0.26317122131586074, | |
| 0.26306485652923584, | |
| 0.2621423216164112, | |
| 0.25713752388954164, | |
| 0.2552781166136265, | |
| 0.2529674965143204, | |
| 0.2516762213408947, | |
| 0.25133099779486656, | |
| 0.25052404329180716, | |
| 0.24920787751674653, | |
| 0.2463712391257286, | |
| 0.2518304571509361 | |
| ], | |
| "LPIPS_Alex": [ | |
| 0.7874577879905701, | |
| 0.38550821006298064, | |
| 0.33513267189264295, | |
| 0.3068773880600929, | |
| 0.2824141632020474, | |
| 0.2725504489243031, | |
| 0.26230364575982096, | |
| 0.24702556684613228, | |
| 0.24075234308838844, | |
| 0.2342433078587055, | |
| 0.2335679289698601, | |
| 0.22968683674931525, | |
| 0.2278301812708378, | |
| 0.21962863832712173, | |
| 0.22001352280378342, | |
| 0.2205463695526123, | |
| 0.21513023033738135, | |
| 0.2132125949859619, | |
| 0.2121272438764572, | |
| 0.20117324694991112, | |
| 0.20570312544703484, | |
| 0.20081181690096855, | |
| 0.2005457389354706, | |
| 0.19821427419781684, | |
| 0.19519629418849946, | |
| 0.19907770559191704 | |
| ], | |
| "PSNR": [ | |
| 9.927269506454468, | |
| 16.123098306655884, | |
| 17.59938841819763, | |
| 18.52838647842407, | |
| 19.041918201446535, | |
| 18.294399070739747, | |
| 19.13253080368042, | |
| 20.07882122039795, | |
| 20.17402603149414, | |
| 20.490464153289796, | |
| 20.46975305557251, | |
| 20.569101409912108, | |
| 20.926865253448486, | |
| 20.666052894592283, | |
| 20.97260311126709, | |
| 20.841670207977295, | |
| 21.1171453666687, | |
| 21.040653228759766, | |
| 21.28535743713379, | |
| 21.472024211883546, | |
| 20.872368354797363, | |
| 21.375190105438232, | |
| 21.14864995956421, | |
| 21.339147090911865, | |
| 21.666560153961182, | |
| 21.24001905441284 | |
| ], | |
| "SSIM": [ | |
| 0.21453354626893997, | |
| 0.6007408636808396, | |
| 0.654392392039299, | |
| 0.6739414429664612, | |
| 0.7043853408098221, | |
| 0.7120751827955246, | |
| 0.719514867067337, | |
| 0.7372405737638473, | |
| 0.7409637159109116, | |
| 0.7432437640428543, | |
| 0.751719828248024, | |
| 0.7550811165571213, | |
| 0.7605099564790726, | |
| 0.7585941201448441, | |
| 0.7662460827827453, | |
| 0.7665924549102783, | |
| 0.7680613201856613, | |
| 0.7710643529891967, | |
| 0.7774336498975754, | |
| 0.7776895225048065, | |
| 0.7778055906295777, | |
| 0.7799130082130432, | |
| 0.7818469029664993, | |
| 0.7830485266447067, | |
| 0.7862844932079315, | |
| 0.7764676862955093 | |
| ], | |
| "ReconstructionError": [ | |
| 146.57850433349608, | |
| 128.24633537292482, | |
| 114.94758346557617, | |
| 102.84796516418457, | |
| 90.13105144500733, | |
| 83.79394836425782, | |
| 79.79815441131592, | |
| 73.13661018371582, | |
| 71.00677650451661, | |
| 67.35923751831055, | |
| 61.94093242645263, | |
| 62.197165946960446, | |
| 60.304957733154296, | |
| 56.30681941986084, | |
| 56.41543670654297, | |
| 52.64776905059814, | |
| 50.61208019256592, | |
| 50.480441398620606, | |
| 49.128952960968014, | |
| 49.65940837860107, | |
| 48.145922050476074, | |
| 45.36034027099609, | |
| 45.61148950576782, | |
| 45.97268684387207, | |
| 45.432257118225095, | |
| 43.916062088012694 | |
| ], | |
| "n_iter": 1, | |
| "algorithm": "trainable_inv_DruNet", | |
| "metric_for_best_model": null, | |
| "best_epoch": 24, | |
| "best_eval_score": 0.2678498128731735 | |
| } |