| {"0.001": [{"training_loss": 24.807412536055953, "training_accuracy": 12.67361111111111, "adversarial_training_loss": 24.6389405992296, "adversarial_training_accuracy": 2.662037037037037, "validation_accuracy": 15.272727272727273, "validation_loss": 0.04972543673081831, "adversarial_validation_accuracy": 11.090909090909092, "adversarial_validation_loss": 0.03531146006150679, "average_validation_accuracy": 13.181818181818183}, {"training_loss": 16.893077779699254, "training_accuracy": 21.70138888888889, "adversarial_training_loss": 16.778577486673992, "adversarial_training_accuracy": 13.657407407407407, "validation_accuracy": 19.454545454545453, "validation_loss": 0.036743387308987706, "adversarial_validation_accuracy": 10.363636363636363, "adversarial_validation_loss": 0.03732914100993763, "average_validation_accuracy": 14.909090909090908}, {"training_loss": 11.766986246462222, "training_accuracy": 27.662037037037038, "adversarial_training_loss": 11.693903075324165, "adversarial_training_accuracy": 23.72685185185185, "validation_accuracy": 20.545454545454547, "validation_loss": 0.0408272292397239, "adversarial_validation_accuracy": 11.090909090909092, "adversarial_validation_loss": 0.040387201309204104, "average_validation_accuracy": 15.81818181818182}, {"training_loss": 8.54336929321289, "training_accuracy": 29.86111111111111, "adversarial_training_loss": 8.494414311868173, "adversarial_training_accuracy": 30.671296296296298, "validation_accuracy": 20.181818181818183, "validation_loss": 0.03720549843528054, "adversarial_validation_accuracy": 9.090909090909092, "adversarial_validation_loss": 0.03647841496901079, "average_validation_accuracy": 14.636363636363637}, {"training_loss": 6.46045246830693, "training_accuracy": 27.604166666666668, "adversarial_training_loss": 6.425195799933539, "adversarial_training_accuracy": 34.9537037037037, "validation_accuracy": 17.09090909090909, "validation_loss": 0.03622830824418501, "adversarial_validation_accuracy": 10.181818181818182, "adversarial_validation_loss": 0.039877947027033026, "average_validation_accuracy": 13.636363636363637}, {"training_loss": 5.055524667104085, "training_accuracy": 30.555555555555557, "adversarial_training_loss": 5.0308962221498845, "adversarial_training_accuracy": 36.863425925925924, "validation_accuracy": 27.818181818181817, "validation_loss": 0.03135011846368963, "adversarial_validation_accuracy": 10.727272727272727, "adversarial_validation_loss": 0.04833589857274836, "average_validation_accuracy": 19.272727272727273}, {"training_loss": 4.070551951726277, "training_accuracy": 30.09259259259259, "adversarial_training_loss": 4.0515749807711, "adversarial_training_accuracy": 37.96296296296296, "validation_accuracy": 22.0, "validation_loss": 0.044639629450711336, "adversarial_validation_accuracy": 12.181818181818182, "adversarial_validation_loss": 0.03974631266160445, "average_validation_accuracy": 17.09090909090909}, {"training_loss": 3.3661514388190374, "training_accuracy": 27.662037037037038, "adversarial_training_loss": 3.3513811517644814, "adversarial_training_accuracy": 36.111111111111114, "validation_accuracy": 20.181818181818183, "validation_loss": 0.04120553840290416, "adversarial_validation_accuracy": 9.454545454545455, "adversarial_validation_loss": 0.039877983873540704, "average_validation_accuracy": 14.81818181818182}, {"training_loss": 2.8476456536187067, "training_accuracy": 29.74537037037037, "adversarial_training_loss": 2.8371048238542347, "adversarial_training_accuracy": 37.15277777777778, "validation_accuracy": 22.545454545454547, "validation_loss": 0.030570548664439808, "adversarial_validation_accuracy": 10.181818181818182, "adversarial_validation_loss": 0.038020600839094684, "average_validation_accuracy": 16.363636363636363}, {"training_loss": 2.466814394350405, "training_accuracy": 31.30787037037037, "adversarial_training_loss": 2.4573390395553023, "adversarial_training_accuracy": 35.532407407407405, "validation_accuracy": 14.545454545454545, "validation_loss": 0.06564735369248824, "adversarial_validation_accuracy": 10.0, "adversarial_validation_loss": 0.03576367985118519, "average_validation_accuracy": 12.272727272727273}, {"training_loss": 2.2070544030931263, "training_accuracy": 32.8125, "adversarial_training_loss": 2.2026859477714256, "adversarial_training_accuracy": 35.82175925925926, "validation_accuracy": 24.363636363636363, "validation_loss": 0.030231069218028674, "adversarial_validation_accuracy": 11.454545454545455, "adversarial_validation_loss": 0.03700036525726318, "average_validation_accuracy": 17.90909090909091}, {"training_loss": 2.110995566403424, "training_accuracy": 34.02777777777778, "adversarial_training_loss": 2.1081945366329617, "adversarial_training_accuracy": 35.9375, "validation_accuracy": 27.454545454545453, "validation_loss": 0.028492950742894953, "adversarial_validation_accuracy": 16.363636363636363, "adversarial_validation_loss": 0.036512529199773616, "average_validation_accuracy": 21.909090909090907}, {"training_loss": 2.0362000641999423, "training_accuracy": 34.60648148148148, "adversarial_training_loss": 2.033306254280938, "adversarial_training_accuracy": 38.59953703703704, "validation_accuracy": 20.545454545454547, "validation_loss": 0.05401112079620361, "adversarial_validation_accuracy": 9.818181818181818, "adversarial_validation_loss": 0.05710397590290416, "average_validation_accuracy": 15.181818181818183}, {"training_loss": 1.9712449179755316, "training_accuracy": 34.60648148148148, "adversarial_training_loss": 1.9688672003922638, "adversarial_training_accuracy": 36.342592592592595, "validation_accuracy": 27.636363636363637, "validation_loss": 0.02864237005060369, "adversarial_validation_accuracy": 15.272727272727273, "adversarial_validation_loss": 0.03598981727253307, "average_validation_accuracy": 21.454545454545453}, {"training_loss": 1.9050087045740198, "training_accuracy": 35.648148148148145, "adversarial_training_loss": 1.9022533937736794, "adversarial_training_accuracy": 37.38425925925926, "validation_accuracy": 24.181818181818183, "validation_loss": 0.030464999675750733, "adversarial_validation_accuracy": 12.909090909090908, "adversarial_validation_loss": 0.04357153068889271, "average_validation_accuracy": 18.545454545454547}, {"training_loss": 1.8501653406355116, "training_accuracy": 34.72222222222222, "adversarial_training_loss": 1.8479250581176192, "adversarial_training_accuracy": 36.40046296296296, "validation_accuracy": 24.0, "validation_loss": 0.03630145831541581, "adversarial_validation_accuracy": 11.454545454545455, "adversarial_validation_loss": 0.04460187088359486, "average_validation_accuracy": 17.727272727272727}, {"training_loss": 1.7924572979962383, "training_accuracy": 35.06944444444444, "adversarial_training_loss": 1.7900184834444965, "adversarial_training_accuracy": 38.36805555555556, "validation_accuracy": 22.90909090909091, "validation_loss": 0.043327618512240325, "adversarial_validation_accuracy": 11.454545454545455, "adversarial_validation_loss": 0.039509452906521886, "average_validation_accuracy": 17.181818181818183}, {"training_loss": 1.7470494111378987, "training_accuracy": 36.9212962962963, "adversarial_training_loss": 1.7451335412484628, "adversarial_training_accuracy": 37.38425925925926, "validation_accuracy": 29.09090909090909, "validation_loss": 0.030080954378301446, "adversarial_validation_accuracy": 11.818181818181818, "adversarial_validation_loss": 0.04795484066009521, "average_validation_accuracy": 20.454545454545453}, {"training_loss": 1.6923852408373798, "training_accuracy": 36.5162037037037, "adversarial_training_loss": 1.6906469795438979, "adversarial_training_accuracy": 38.59953703703704, "validation_accuracy": 22.90909090909091, "validation_loss": 0.043091317090121185, "adversarial_validation_accuracy": 9.818181818181818, "adversarial_validation_loss": 0.06157873023640026, "average_validation_accuracy": 16.363636363636363}, {"training_loss": 1.656092122749046, "training_accuracy": 36.979166666666664, "adversarial_training_loss": 1.6546250625892922, "adversarial_training_accuracy": 37.61574074074074, "validation_accuracy": 16.90909090909091, "validation_loss": 0.0643734394420277, "adversarial_validation_accuracy": 16.545454545454547, "adversarial_validation_loss": 0.038074707117947665, "average_validation_accuracy": 16.727272727272727}, {"training_loss": 1.6029641010143139, "training_accuracy": 40.16203703703704, "adversarial_training_loss": 1.6026460682904278, "adversarial_training_accuracy": 37.094907407407405, "validation_accuracy": 32.0, "validation_loss": 0.02756861773404208, "adversarial_validation_accuracy": 10.909090909090908, "adversarial_validation_loss": 0.04032299085096879, "average_validation_accuracy": 21.454545454545453}, {"training_loss": 1.5811113207428544, "training_accuracy": 39.6412037037037, "adversarial_training_loss": 1.5813006427552965, "adversarial_training_accuracy": 39.004629629629626, "validation_accuracy": 27.09090909090909, "validation_loss": 0.03596406546506015, "adversarial_validation_accuracy": 15.636363636363637, "adversarial_validation_loss": 0.04059765295548873, "average_validation_accuracy": 21.363636363636363}, {"training_loss": 1.568026648627387, "training_accuracy": 40.682870370370374, "adversarial_training_loss": 1.5680601420225921, "adversarial_training_accuracy": 40.335648148148145, "validation_accuracy": 32.0, "validation_loss": 0.03313267274336382, "adversarial_validation_accuracy": 16.90909090909091, "adversarial_validation_loss": 0.039078237360174004, "average_validation_accuracy": 24.454545454545453}, {"training_loss": 1.5563842367242884, "training_accuracy": 42.99768518518518, "adversarial_training_loss": 1.5568244854609172, "adversarial_training_accuracy": 40.451388888888886, "validation_accuracy": 25.09090909090909, "validation_loss": 0.042902617021040486, "adversarial_validation_accuracy": 16.727272727272727, "adversarial_validation_loss": 0.04162929101423784, "average_validation_accuracy": 20.909090909090907}, {"training_loss": 1.5448954061225608, "training_accuracy": 40.914351851851855, "adversarial_training_loss": 1.5451260363614117, "adversarial_training_accuracy": 40.451388888888886, "validation_accuracy": 28.0, "validation_loss": 0.037994550358165395, "adversarial_validation_accuracy": 13.090909090909092, "adversarial_validation_loss": 0.04382861094041304, "average_validation_accuracy": 20.545454545454547}, {"training_loss": 1.538184364636739, "training_accuracy": 40.567129629629626, "adversarial_training_loss": 1.5381106668048434, "adversarial_training_accuracy": 40.16203703703704, "validation_accuracy": 26.727272727272727, "validation_loss": 0.03497519233010032, "adversarial_validation_accuracy": 15.090909090909092, "adversarial_validation_loss": 0.039660738598216665, "average_validation_accuracy": 20.90909090909091}, {"training_loss": 1.522692327146177, "training_accuracy": 42.013888888888886, "adversarial_training_loss": 1.523058533668518, "adversarial_training_accuracy": 39.87268518518518, "validation_accuracy": 18.363636363636363, "validation_loss": 0.08656035249883479, "adversarial_validation_accuracy": 12.181818181818182, "adversarial_validation_loss": 0.05061443718996915, "average_validation_accuracy": 15.272727272727273}, {"training_loss": 1.5117894366935447, "training_accuracy": 41.898148148148145, "adversarial_training_loss": 1.5121796749256275, "adversarial_training_accuracy": 40.50925925925926, "validation_accuracy": 24.0, "validation_loss": 0.03955907648259943, "adversarial_validation_accuracy": 16.0, "adversarial_validation_loss": 0.03429894187233665, "average_validation_accuracy": 20.0}, {"training_loss": 1.5049512960292675, "training_accuracy": 42.53472222222222, "adversarial_training_loss": 1.5053142176734076, "adversarial_training_accuracy": 39.75694444444444, "validation_accuracy": 25.818181818181817, "validation_loss": 0.031783628247000956, "adversarial_validation_accuracy": 15.454545454545455, "adversarial_validation_loss": 0.03496460914611817, "average_validation_accuracy": 20.636363636363637}, {"training_loss": 1.4919473904150504, "training_accuracy": 44.039351851851855, "adversarial_training_loss": 1.4926838433301006, "adversarial_training_accuracy": 40.39351851851852, "validation_accuracy": 17.454545454545453, "validation_loss": 0.10415115183049982, "adversarial_validation_accuracy": 14.363636363636363, "adversarial_validation_loss": 0.04237712166526101, "average_validation_accuracy": 15.909090909090908}, {"training_loss": 1.4792360420580264, "training_accuracy": 45.254629629629626, "adversarial_training_loss": 1.4809708242063169, "adversarial_training_accuracy": 39.699074074074076, "validation_accuracy": 35.45454545454545, "validation_loss": 0.02933518648147583, "adversarial_validation_accuracy": 14.0, "adversarial_validation_loss": 0.047776225696910514, "average_validation_accuracy": 24.727272727272727}, {"training_loss": 1.4684259317539357, "training_accuracy": 46.41203703703704, "adversarial_training_loss": 1.4703362694493047, "adversarial_training_accuracy": 42.07175925925926, "validation_accuracy": 32.0, "validation_loss": 0.03042490092190829, "adversarial_validation_accuracy": 15.636363636363637, "adversarial_validation_loss": 0.04490967490456321, "average_validation_accuracy": 23.81818181818182}, {"training_loss": 1.4645751317342122, "training_accuracy": 46.469907407407405, "adversarial_training_loss": 1.4664601882298787, "adversarial_training_accuracy": 41.95601851851852, "validation_accuracy": 37.45454545454545, "validation_loss": 0.026352089968594637, "adversarial_validation_accuracy": 19.454545454545453, "adversarial_validation_loss": 0.03557543624531139, "average_validation_accuracy": 28.454545454545453}, {"training_loss": 1.460186971558465, "training_accuracy": 46.469907407407405, "adversarial_training_loss": 1.4621244845566925, "adversarial_training_accuracy": 42.592592592592595, "validation_accuracy": 31.818181818181817, "validation_loss": 0.02960341215133667, "adversarial_validation_accuracy": 13.636363636363637, "adversarial_validation_loss": 0.04328607905994762, "average_validation_accuracy": 22.727272727272727}, {"training_loss": 1.4568660877369068, "training_accuracy": 47.56944444444444, "adversarial_training_loss": 1.4590950542026095, "adversarial_training_accuracy": 41.666666666666664, "validation_accuracy": 26.0, "validation_loss": 0.06391860961914063, "adversarial_validation_accuracy": 15.636363636363637, "adversarial_validation_loss": 0.040884472673589536, "average_validation_accuracy": 20.81818181818182}, {"training_loss": 1.4543127263033833, "training_accuracy": 48.55324074074074, "adversarial_training_loss": 1.4566081100040011, "adversarial_training_accuracy": 43.344907407407405, "validation_accuracy": 33.81818181818182, "validation_loss": 0.0317819205197421, "adversarial_validation_accuracy": 20.90909090909091, "adversarial_validation_loss": 0.03568481835451993, "average_validation_accuracy": 27.363636363636367}, {"training_loss": 1.4513760187007763, "training_accuracy": 48.55324074074074, "adversarial_training_loss": 1.4533570298442133, "adversarial_training_accuracy": 42.99768518518518, "validation_accuracy": 38.90909090909091, "validation_loss": 0.026863392699848523, "adversarial_validation_accuracy": 13.090909090909092, "adversarial_validation_loss": 0.04629579717462713, "average_validation_accuracy": 26.0}, {"training_loss": 1.4479996319170352, "training_accuracy": 48.032407407407405, "adversarial_training_loss": 1.4502948655022516, "adversarial_training_accuracy": 43.63425925925926, "validation_accuracy": 38.0, "validation_loss": 0.02589316281405362, "adversarial_validation_accuracy": 15.818181818181818, "adversarial_validation_loss": 0.03832598122683439, "average_validation_accuracy": 26.90909090909091}, {"training_loss": 1.4450028251718592, "training_accuracy": 48.495370370370374, "adversarial_training_loss": 1.4469900572741474, "adversarial_training_accuracy": 43.923611111111114, "validation_accuracy": 37.09090909090909, "validation_loss": 0.027256262302398682, "adversarial_validation_accuracy": 13.454545454545455, "adversarial_validation_loss": 0.04219067443500866, "average_validation_accuracy": 25.272727272727273}, {"training_loss": 1.4426276153988309, "training_accuracy": 48.263888888888886, "adversarial_training_loss": 1.4450017522882532, "adversarial_training_accuracy": 42.41898148148148, "validation_accuracy": 38.0, "validation_loss": 0.02573341412977739, "adversarial_validation_accuracy": 13.454545454545455, "adversarial_validation_loss": 0.04977948362177068, "average_validation_accuracy": 25.727272727272727}, {"training_loss": 1.4371949301825628, "training_accuracy": 50.69444444444444, "adversarial_training_loss": 1.4397027492523193, "adversarial_training_accuracy": 44.039351851851855, "validation_accuracy": 36.90909090909091, "validation_loss": 0.026552439386194403, "adversarial_validation_accuracy": 15.090909090909092, "adversarial_validation_loss": 0.040064490925181995, "average_validation_accuracy": 26.0}, {"training_loss": 1.433968393890946, "training_accuracy": 50.405092592592595, "adversarial_training_loss": 1.4368380396454423, "adversarial_training_accuracy": 44.039351851851855, "validation_accuracy": 37.09090909090909, "validation_loss": 0.02621655680916526, "adversarial_validation_accuracy": 20.181818181818183, "adversarial_validation_loss": 0.04183351863514293, "average_validation_accuracy": 28.63636363636364}, {"training_loss": 1.4317717772943002, "training_accuracy": 54.91898148148148, "adversarial_training_loss": 1.4346503240090829, "adversarial_training_accuracy": 45.833333333333336, "validation_accuracy": 38.36363636363637, "validation_loss": 0.02950540997765281, "adversarial_validation_accuracy": 18.0, "adversarial_validation_loss": 0.04395682248202237, "average_validation_accuracy": 28.181818181818183}, {"training_loss": 1.4313046225795039, "training_accuracy": 52.835648148148145, "adversarial_training_loss": 1.4341963838647913, "adversarial_training_accuracy": 45.42824074074074, "validation_accuracy": 39.45454545454545, "validation_loss": 0.02603635939684781, "adversarial_validation_accuracy": 16.0, "adversarial_validation_loss": 0.048339073007757014, "average_validation_accuracy": 27.727272727272727}, {"training_loss": 1.430058196738914, "training_accuracy": 53.067129629629626, "adversarial_training_loss": 1.4328288987830833, "adversarial_training_accuracy": 45.77546296296296, "validation_accuracy": 35.27272727272727, "validation_loss": 0.027311217784881592, "adversarial_validation_accuracy": 19.09090909090909, "adversarial_validation_loss": 0.03758200818842108, "average_validation_accuracy": 27.18181818181818}, {"training_loss": 1.4291306380872373, "training_accuracy": 53.125, "adversarial_training_loss": 1.4321948643083926, "adversarial_training_accuracy": 44.09722222222222, "validation_accuracy": 38.90909090909091, "validation_loss": 0.026928954991427334, "adversarial_validation_accuracy": 17.272727272727273, "adversarial_validation_loss": 0.04200981920415705, "average_validation_accuracy": 28.09090909090909}, {"training_loss": 1.427987085448371, "training_accuracy": 53.530092592592595, "adversarial_training_loss": 1.4312397020834464, "adversarial_training_accuracy": 44.21296296296296, "validation_accuracy": 40.54545454545455, "validation_loss": 0.025247921510176224, "adversarial_validation_accuracy": 17.454545454545453, "adversarial_validation_loss": 0.03743233073841442, "average_validation_accuracy": 29.0}, {"training_loss": 1.427026664769208, "training_accuracy": 54.398148148148145, "adversarial_training_loss": 1.4300464789072673, "adversarial_training_accuracy": 46.00694444444444, "validation_accuracy": 37.63636363636363, "validation_loss": 0.026414748538624157, "adversarial_validation_accuracy": 19.818181818181817, "adversarial_validation_loss": 0.03518068530342796, "average_validation_accuracy": 28.727272727272727}, {"training_loss": 1.426376051372952, "training_accuracy": 52.488425925925924, "adversarial_training_loss": 1.4292918178770277, "adversarial_training_accuracy": 45.54398148148148, "validation_accuracy": 39.63636363636363, "validation_loss": 0.025827823985706676, "adversarial_validation_accuracy": 17.272727272727273, "adversarial_validation_loss": 0.042861466841264205, "average_validation_accuracy": 28.454545454545453}, {"training_loss": 1.4253533328021015, "training_accuracy": 54.398148148148145, "adversarial_training_loss": 1.4284598341694585, "adversarial_training_accuracy": 45.601851851851855, "validation_accuracy": 37.81818181818182, "validation_loss": 0.02573170163414695, "adversarial_validation_accuracy": 18.363636363636363, "adversarial_validation_loss": 0.03935569763183594, "average_validation_accuracy": 28.090909090909093}, {"training_loss": 1.424114880738435, "training_accuracy": 54.91898148148148, "adversarial_training_loss": 1.4273926991003532, "adversarial_training_accuracy": 47.048611111111114, "validation_accuracy": 38.36363636363637, "validation_loss": 0.026750734069130637, "adversarial_validation_accuracy": 19.636363636363637, "adversarial_validation_loss": 0.03683221773667769, "average_validation_accuracy": 29.0}, {"training_loss": 1.42319502653899, "training_accuracy": 53.81944444444444, "adversarial_training_loss": 1.4265558940392953, "adversarial_training_accuracy": 46.2962962962963, "validation_accuracy": 40.72727272727273, "validation_loss": 0.025585765838623046, "adversarial_validation_accuracy": 16.545454545454547, "adversarial_validation_loss": 0.04291233843023127, "average_validation_accuracy": 28.636363636363637}, {"training_loss": 1.4223426183064778, "training_accuracy": 56.59722222222222, "adversarial_training_loss": 1.4258435390613697, "adversarial_training_accuracy": 47.8587962962963, "validation_accuracy": 40.36363636363637, "validation_loss": 0.02514878424731168, "adversarial_validation_accuracy": 19.09090909090909, "adversarial_validation_loss": 0.03817025704817338, "average_validation_accuracy": 29.727272727272727}, {"training_loss": 1.4228317384366636, "training_accuracy": 55.03472222222222, "adversarial_training_loss": 1.4260355013388175, "adversarial_training_accuracy": 46.52777777777778, "validation_accuracy": 41.81818181818182, "validation_loss": 0.0258449556610801, "adversarial_validation_accuracy": 18.545454545454547, "adversarial_validation_loss": 0.037372741265730425, "average_validation_accuracy": 30.181818181818183}, {"training_loss": 1.4220508734385173, "training_accuracy": 57.06018518518518, "adversarial_training_loss": 1.4252129704863936, "adversarial_training_accuracy": 47.74305555555556, "validation_accuracy": 44.54545454545455, "validation_loss": 0.023902920376170766, "adversarial_validation_accuracy": 18.181818181818183, "adversarial_validation_loss": 0.04025438091971657, "average_validation_accuracy": 31.363636363636367}, {"training_loss": 1.4216836028628879, "training_accuracy": 56.01851851851852, "adversarial_training_loss": 1.4252051821461431, "adversarial_training_accuracy": 48.379629629629626, "validation_accuracy": 40.36363636363637, "validation_loss": 0.025817003466866235, "adversarial_validation_accuracy": 17.272727272727273, "adversarial_validation_loss": 0.04004604946483265, "average_validation_accuracy": 28.81818181818182}, {"training_loss": 1.421355092966998, "training_accuracy": 56.076388888888886, "adversarial_training_loss": 1.4244945181740656, "adversarial_training_accuracy": 49.074074074074076, "validation_accuracy": 40.90909090909091, "validation_loss": 0.025274622223593973, "adversarial_validation_accuracy": 18.90909090909091, "adversarial_validation_loss": 0.03846801454370672, "average_validation_accuracy": 29.909090909090907}, {"training_loss": 1.4212213842957109, "training_accuracy": 56.59722222222222, "adversarial_training_loss": 1.4246312997959278, "adversarial_training_accuracy": 48.4375, "validation_accuracy": 40.54545454545455, "validation_loss": 0.024813724864612925, "adversarial_validation_accuracy": 18.727272727272727, "adversarial_validation_loss": 0.03774097572673451, "average_validation_accuracy": 29.636363636363637}, {"training_loss": 1.4210623414428145, "training_accuracy": 57.175925925925924, "adversarial_training_loss": 1.424435677351775, "adversarial_training_accuracy": 48.032407407407405, "validation_accuracy": 38.18181818181818, "validation_loss": 0.02564336213198575, "adversarial_validation_accuracy": 19.636363636363637, "adversarial_validation_loss": 0.03542081312699751, "average_validation_accuracy": 28.909090909090907}, {"training_loss": 1.420224626859029, "training_accuracy": 57.870370370370374, "adversarial_training_loss": 1.4237928478806108, "adversarial_training_accuracy": 48.20601851851852, "validation_accuracy": 41.81818181818182, "validation_loss": 0.025071200240742077, "adversarial_validation_accuracy": 22.0, "adversarial_validation_loss": 0.03475961901924827, "average_validation_accuracy": 31.90909090909091}], "0.003": [], "0.0048": [], "0.0064": [], "0.0079": [], "0.0092": [], "0.0104": [], "0.0114": [], "0.0124": [], "0.0134": [], "0.0144": [], "0.0154": [], "0.0164": [], "0.0174": [], "0.0184": [], "0.0194": [], "0.0204": [], "0.0214": [], "0.0224": [], "0.0234": [], "0.0244": []} |