{ "train": [ { "loss": 2.196131721496582, "top1_accuracy": 0.17742222222222223, "top5_accuracy": 0.7030444444444445 }, { "loss": 2.1062654807832506, "top1_accuracy": 0.22593333333333335, "top5_accuracy": 0.7768888888888889 }, { "loss": 2.0235736835903593, "top1_accuracy": 0.2886, "top5_accuracy": 0.8283555555555555 }, { "loss": 1.9457889952129788, "top1_accuracy": 0.34571111111111114, "top5_accuracy": 0.8573777777777778 }, { "loss": 1.883781926812066, "top1_accuracy": 0.4038, "top5_accuracy": 0.8812888888888889 }, { "loss": 1.7908078316582574, "top1_accuracy": 0.44851111111111114, "top5_accuracy": 0.8943333333333333 }, { "loss": 1.7577777843051487, "top1_accuracy": 0.48673333333333335, "top5_accuracy": 0.9053111111111111 }, { "loss": 1.7010327937867906, "top1_accuracy": 0.5139777777777778, "top5_accuracy": 0.9173111111111111 }, { "loss": 1.628360573938158, "top1_accuracy": 0.5589555555555555, "top5_accuracy": 0.9329555555555555 }, { "loss": 1.5519008181889853, "top1_accuracy": 0.5905333333333334, "top5_accuracy": 0.9399777777777778 }, { "loss": 1.5694864693111843, "top1_accuracy": 0.5948666666666667, "top5_accuracy": 0.9410666666666667 }, { "loss": 1.5423634911431208, "top1_accuracy": 0.5993111111111111, "top5_accuracy": 0.9412444444444444 }, { "loss": 1.5554525415208604, "top1_accuracy": 0.6058666666666667, "top5_accuracy": 0.9419555555555555 }, { "loss": 1.452855229610867, "top1_accuracy": 0.6446222222222222, "top5_accuracy": 0.9495777777777777 }, { "loss": 1.502429546186659, "top1_accuracy": 0.6385555555555555, "top5_accuracy": 0.9474888888888889 }, { "loss": 1.4339309205373127, "top1_accuracy": 0.6693777777777777, "top5_accuracy": 0.9578444444444445 }, { "loss": 1.4513672703001235, "top1_accuracy": 0.6598222222222222, "top5_accuracy": 0.9549777777777778 }, { "loss": 1.454615771208869, "top1_accuracy": 0.6790444444444445, "top5_accuracy": 0.9609555555555556 }, { "loss": 1.4049117105272082, "top1_accuracy": 0.6864, "top5_accuracy": 0.9602666666666667 }, { "loss": 1.3824028808169895, "top1_accuracy": 0.6962888888888888, "top5_accuracy": 0.9620444444444445 }, { "loss": 1.4268678927845424, "top1_accuracy": 0.6805555555555556, "top5_accuracy": 0.9590888888888889 }, { "loss": 1.3746454358842637, "top1_accuracy": 0.7048, "top5_accuracy": 0.9642 }, { "loss": 1.3789618089887832, "top1_accuracy": 0.7032888888888889, "top5_accuracy": 0.9626888888888889 }, { "loss": 1.3771719733026293, "top1_accuracy": 0.7128444444444444, "top5_accuracy": 0.9652 }, { "loss": 1.2731168277952407, "top1_accuracy": 0.7540222222222223, "top5_accuracy": 0.9746 }, { "loss": 1.3020170011520387, "top1_accuracy": 0.7466222222222222, "top5_accuracy": 0.9713111111111111 }, { "loss": 1.2794663071738348, "top1_accuracy": 0.7433333333333333, "top5_accuracy": 0.9699333333333333 }, { "loss": 1.3397767855326335, "top1_accuracy": 0.7280888888888889, "top5_accuracy": 0.9689111111111111 }, { "loss": 1.3106641299353705, "top1_accuracy": 0.7454, "top5_accuracy": 0.9696444444444444 }, { "loss": 1.3108329782485961, "top1_accuracy": 0.7408666666666667, "top5_accuracy": 0.9707333333333333 }, { "loss": 1.2386412867652046, "top1_accuracy": 0.7717333333333334, "top5_accuracy": 0.9772 }, { "loss": 1.2739209516101413, "top1_accuracy": 0.7635111111111111, "top5_accuracy": 0.9761111111111112 }, { "loss": 1.2688900818294948, "top1_accuracy": 0.7704222222222222, "top5_accuracy": 0.9758 }, { "loss": 1.2669212041431004, "top1_accuracy": 0.7652888888888889, "top5_accuracy": 0.9748444444444444 }, { "loss": 1.2276173631774054, "top1_accuracy": 0.7873111111111111, "top5_accuracy": 0.9775777777777778 }, { "loss": 1.2119657410303752, "top1_accuracy": 0.7836888888888889, "top5_accuracy": 0.9786666666666667 }, { "loss": 1.2135500856929355, "top1_accuracy": 0.7823555555555556, "top5_accuracy": 0.9766666666666667 }, { "loss": 1.219429404894511, "top1_accuracy": 0.7967555555555556, "top5_accuracy": 0.9813555555555555 }, { "loss": 1.1790263426250882, "top1_accuracy": 0.7978444444444445, "top5_accuracy": 0.9799555555555556 }, { "loss": 1.2079993001302083, "top1_accuracy": 0.7948444444444445, "top5_accuracy": 0.9790444444444445 }, { "loss": 1.2539245648384094, "top1_accuracy": 0.7800888888888889, "top5_accuracy": 0.9772 }, { "loss": 1.1833660579999288, "top1_accuracy": 0.8035555555555556, "top5_accuracy": 0.9816444444444444 }, { "loss": 1.222806156349182, "top1_accuracy": 0.7957777777777778, "top5_accuracy": 0.9812444444444445 }, { "loss": 1.1969909351560803, "top1_accuracy": 0.8005777777777778, "top5_accuracy": 0.9819555555555556 }, { "loss": 1.1806633331828646, "top1_accuracy": 0.8204222222222223, "top5_accuracy": 0.9823555555555555 }, { "loss": 1.149570641348097, "top1_accuracy": 0.8126888888888889, "top5_accuracy": 0.9832666666666666 }, { "loss": 1.159112376361423, "top1_accuracy": 0.8173111111111111, "top5_accuracy": 0.9825111111111111 }, { "loss": 1.1808177639431423, "top1_accuracy": 0.8089111111111111, "top5_accuracy": 0.9821111111111112 }, { "loss": 1.1436532677968343, "top1_accuracy": 0.8131111111111111, "top5_accuracy": 0.9819111111111111 }, { "loss": 1.1207714404212104, "top1_accuracy": 0.8356222222222223, "top5_accuracy": 0.9845111111111111 }, { "loss": 1.1718303801642524, "top1_accuracy": 0.8249777777777778, "top5_accuracy": 0.9846444444444444 }, { "loss": 1.1687461925718519, "top1_accuracy": 0.8179777777777778, "top5_accuracy": 0.9828222222222223 }, { "loss": 1.106213767115275, "top1_accuracy": 0.8369777777777778, "top5_accuracy": 0.9853111111111111 }, { "loss": 1.1341328457408482, "top1_accuracy": 0.8272444444444444, "top5_accuracy": 0.9849111111111111 }, { "loss": 1.1813198801464504, "top1_accuracy": 0.8207555555555556, "top5_accuracy": 0.9833333333333333 }, { "loss": 1.1350557803683812, "top1_accuracy": 0.8408, "top5_accuracy": 0.9876444444444444 }, { "loss": 1.1368658226437038, "top1_accuracy": 0.8257555555555556, "top5_accuracy": 0.9842888888888889 }, { "loss": 1.1925081217659845, "top1_accuracy": 0.8170666666666667, "top5_accuracy": 0.9837111111111111 }, { "loss": 1.136916451878018, "top1_accuracy": 0.8281777777777778, "top5_accuracy": 0.9852444444444445 }, { "loss": 1.1246911411073472, "top1_accuracy": 0.8286222222222223, "top5_accuracy": 0.9839555555555556 }, { "loss": 1.1717665447976855, "top1_accuracy": 0.8198666666666666, "top5_accuracy": 0.9844 }, { "loss": 1.149391582891676, "top1_accuracy": 0.8241333333333334, "top5_accuracy": 0.9850888888888889 }, { "loss": 1.1246708689159817, "top1_accuracy": 0.8333555555555555, "top5_accuracy": 0.9848666666666667 }, { "loss": 1.151894221856859, "top1_accuracy": 0.8224, "top5_accuracy": 0.9855777777777778 }, { "loss": 1.0793588970608181, "top1_accuracy": 0.8537111111111111, "top5_accuracy": 0.9874666666666667 }, { "loss": 1.1167577933417425, "top1_accuracy": 0.8354888888888888, "top5_accuracy": 0.9866666666666667 }, { "loss": 1.0845725577460394, "top1_accuracy": 0.8595777777777778, "top5_accuracy": 0.9901777777777778 }, { "loss": 1.0997160007158915, "top1_accuracy": 0.8483777777777778, "top5_accuracy": 0.988 }, { "loss": 1.1387893859439426, "top1_accuracy": 0.8368, "top5_accuracy": 0.9859777777777777 }, { "loss": 1.1258819200515746, "top1_accuracy": 0.8339111111111112, "top5_accuracy": 0.9853333333333333 }, { "loss": 1.0976338096936544, "top1_accuracy": 0.8507333333333333, "top5_accuracy": 0.9864888888888889 }, { "loss": 1.0768102383931477, "top1_accuracy": 0.8430888888888889, "top5_accuracy": 0.9870666666666666 }, { "loss": 1.1091806363635592, "top1_accuracy": 0.8599111111111111, "top5_accuracy": 0.9892888888888889 }, { "loss": 1.082393080414666, "top1_accuracy": 0.8438666666666667, "top5_accuracy": 0.9879333333333333 }, { "loss": 1.0433048684014214, "top1_accuracy": 0.8563333333333333, "top5_accuracy": 0.9888888888888889 }, { "loss": 1.0507129957622952, "top1_accuracy": 0.856, "top5_accuracy": 0.9879111111111111 }, { "loss": 1.0884669544431897, "top1_accuracy": 0.8444444444444444, "top5_accuracy": 0.9871777777777778 }, { "loss": 1.0730819530487061, "top1_accuracy": 0.8502666666666666, "top5_accuracy": 0.9870222222222222 }, { "loss": 1.068008762550354, "top1_accuracy": 0.8603111111111111, "top5_accuracy": 0.9890222222222222 }, { "loss": 1.03508456647661, "top1_accuracy": 0.8758222222222222, "top5_accuracy": 0.9906444444444444 }, { "loss": 1.1053362205293444, "top1_accuracy": 0.8345111111111111, "top5_accuracy": 0.9879111111111111 }, { "loss": 1.1140697841008504, "top1_accuracy": 0.8336666666666667, "top5_accuracy": 0.9862444444444445 }, { "loss": 1.0003307291984558, "top1_accuracy": 0.8793333333333333, "top5_accuracy": 0.9908666666666667 }, { "loss": 1.0469482084698147, "top1_accuracy": 0.8646222222222222, "top5_accuracy": 0.9896222222222222 }, { "loss": 1.054399947420756, "top1_accuracy": 0.8589555555555556, "top5_accuracy": 0.9876444444444444 }, { "loss": 1.0696476361274718, "top1_accuracy": 0.8615777777777778, "top5_accuracy": 0.9901333333333333 }, { "loss": 1.109025331571367, "top1_accuracy": 0.8512222222222222, "top5_accuracy": 0.9879333333333333 }, { "loss": 1.0705877716488308, "top1_accuracy": 0.8524888888888889, "top5_accuracy": 0.9887777777777778 }, { "loss": 1.0566574259440105, "top1_accuracy": 0.8751777777777778, "top5_accuracy": 0.9904444444444445 }, { "loss": 1.1091887616899279, "top1_accuracy": 0.8582, "top5_accuracy": 0.9890222222222222 }, { "loss": 1.0607811414294772, "top1_accuracy": 0.8669555555555556, "top5_accuracy": 0.9888444444444444 }, { "loss": 0.9933501991060045, "top1_accuracy": 0.9035777777777778, "top5_accuracy": 0.9917777777777778 }, { "loss": 1.046327072821723, "top1_accuracy": 0.8777777777777778, "top5_accuracy": 0.9909333333333333 }, { "loss": 1.054384978251987, "top1_accuracy": 0.8799777777777777, "top5_accuracy": 0.9915111111111111 }, { "loss": 1.0461699602127075, "top1_accuracy": 0.8586888888888888, "top5_accuracy": 0.9894 }, { "loss": 1.0360965882407294, "top1_accuracy": 0.8715777777777778, "top5_accuracy": 0.9910222222222222 }, { "loss": 1.0309689157591926, "top1_accuracy": 0.8792888888888889, "top5_accuracy": 0.9912222222222222 }, { "loss": 1.0361304774708218, "top1_accuracy": 0.8715777777777778, "top5_accuracy": 0.9903333333333333 }, { "loss": 1.030474194600847, "top1_accuracy": 0.8876888888888889, "top5_accuracy": 0.992 }, { "loss": 1.0376619661119248, "top1_accuracy": 0.8767333333333334, "top5_accuracy": 0.9912888888888889 }, { "loss": 0.9988265603383382, "top1_accuracy": 0.8903777777777778, "top5_accuracy": 0.9916888888888888 }, { "loss": 1.0158092251035902, "top1_accuracy": 0.8822666666666666, "top5_accuracy": 0.9915333333333334 }, { "loss": 1.0430291421890259, "top1_accuracy": 0.8719777777777777, "top5_accuracy": 0.9901333333333333 }, { "loss": 1.0446071349779764, "top1_accuracy": 0.8584888888888889, "top5_accuracy": 0.9898666666666667 }, { "loss": 0.9974747674518162, "top1_accuracy": 0.8738888888888889, "top5_accuracy": 0.9918444444444444 }, { "loss": 0.9724489089753893, "top1_accuracy": 0.8944444444444445, "top5_accuracy": 0.9923111111111111 }, { "loss": 0.9844102372063531, "top1_accuracy": 0.8898666666666667, "top5_accuracy": 0.9908222222222223 }, { "loss": 1.0205339935408697, "top1_accuracy": 0.8836222222222222, "top5_accuracy": 0.9903333333333333 }, { "loss": 1.0081359410497877, "top1_accuracy": 0.8941555555555556, "top5_accuracy": 0.9927333333333334 }, { "loss": 0.9749421764161852, "top1_accuracy": 0.9000666666666667, "top5_accuracy": 0.9923111111111111 }, { "loss": 1.0089938549253676, "top1_accuracy": 0.8801333333333333, "top5_accuracy": 0.9911555555555556 }, { "loss": 0.9827425210952759, "top1_accuracy": 0.8967333333333334, "top5_accuracy": 0.9921111111111112 }, { "loss": 1.0193571367475722, "top1_accuracy": 0.8726, "top5_accuracy": 0.9903555555555555 }, { "loss": 1.0122120369169447, "top1_accuracy": 0.8792444444444445, "top5_accuracy": 0.9912 }, { "loss": 0.9973469779226515, "top1_accuracy": 0.8925777777777778, "top5_accuracy": 0.9924222222222222 }, { "loss": 0.9812442219416301, "top1_accuracy": 0.8910666666666667, "top5_accuracy": 0.9922222222222222 }, { "loss": 0.9809681874593099, "top1_accuracy": 0.8947333333333334, "top5_accuracy": 0.9915333333333334 }, { "loss": 0.9826634762552049, "top1_accuracy": 0.9024, "top5_accuracy": 0.9938444444444444 }, { "loss": 1.0134168782340156, "top1_accuracy": 0.8903777777777778, "top5_accuracy": 0.9928888888888889 }, { "loss": 1.034856384616428, "top1_accuracy": 0.8884, "top5_accuracy": 0.9929777777777777 }, { "loss": 0.996735993915134, "top1_accuracy": 0.8916, "top5_accuracy": 0.9922 }, { "loss": 0.9838200273301866, "top1_accuracy": 0.9181333333333334, "top5_accuracy": 0.9945555555555555 }, { "loss": 1.0059074641757542, "top1_accuracy": 0.8985777777777778, "top5_accuracy": 0.9928444444444444 }, { "loss": 0.9479755903349982, "top1_accuracy": 0.8984888888888889, "top5_accuracy": 0.9925111111111111 }, { "loss": 0.9693156814999051, "top1_accuracy": 0.9076444444444445, "top5_accuracy": 0.9937555555555555 }, { "loss": 0.9922619173261854, "top1_accuracy": 0.9046, "top5_accuracy": 0.9933777777777778 }, { "loss": 1.0206054090076022, "top1_accuracy": 0.876, "top5_accuracy": 0.9908888888888889 }, { "loss": 0.9277137453503079, "top1_accuracy": 0.9252222222222222, "top5_accuracy": 0.9948444444444444 }, { "loss": 1.0275939355850219, "top1_accuracy": 0.8821111111111111, "top5_accuracy": 0.9913777777777778 }, { "loss": 0.9892421499464247, "top1_accuracy": 0.907, "top5_accuracy": 0.9937111111111111 }, { "loss": 1.0076552680333455, "top1_accuracy": 0.8791555555555556, "top5_accuracy": 0.9922222222222222 }, { "loss": 1.0147717759238348, "top1_accuracy": 0.8776222222222222, "top5_accuracy": 0.9912222222222222 }, { "loss": 0.9872568929884169, "top1_accuracy": 0.9044666666666666, "top5_accuracy": 0.9928666666666667 }, { "loss": 0.9681530787997775, "top1_accuracy": 0.8974, "top5_accuracy": 0.9932 }, { "loss": 0.9563070985688104, "top1_accuracy": 0.9170222222222222, "top5_accuracy": 0.9934222222222222 }, { "loss": 0.9681515519566006, "top1_accuracy": 0.9090888888888888, "top5_accuracy": 0.9936222222222222 }, { "loss": 0.9765828962537978, "top1_accuracy": 0.9101555555555556, "top5_accuracy": 0.9938444444444444 }, { "loss": 0.9415544008890788, "top1_accuracy": 0.9031111111111111, "top5_accuracy": 0.9929777777777777 }, { "loss": 0.9467820784250895, "top1_accuracy": 0.9147777777777778, "top5_accuracy": 0.9942 }, { "loss": 0.966876705593533, "top1_accuracy": 0.8991555555555556, "top5_accuracy": 0.9931111111111111 }, { "loss": 0.9936118150499132, "top1_accuracy": 0.8985333333333333, "top5_accuracy": 0.9928 }, { "loss": 0.9636247830496893, "top1_accuracy": 0.9082888888888889, "top5_accuracy": 0.9944444444444445 }, { "loss": 0.9863119036568536, "top1_accuracy": 0.8951333333333333, "top5_accuracy": 0.9923555555555555 }, { "loss": 0.9079338175667657, "top1_accuracy": 0.9257777777777778, "top5_accuracy": 0.9944888888888889 }, { "loss": 0.9773189977010092, "top1_accuracy": 0.8996666666666666, "top5_accuracy": 0.9925555555555555 }, { "loss": 0.9558580593956841, "top1_accuracy": 0.9118666666666667, "top5_accuracy": 0.9948666666666667 }, { "loss": 0.9835602638456556, "top1_accuracy": 0.8685777777777778, "top5_accuracy": 0.9927555555555555 }, { "loss": 0.9532856865564983, "top1_accuracy": 0.9243111111111111, "top5_accuracy": 0.9959777777777777 }, { "loss": 1.001453308084276, "top1_accuracy": 0.9090888888888888, "top5_accuracy": 0.9939777777777777 }, { "loss": 0.9516259266217549, "top1_accuracy": 0.9082, "top5_accuracy": 0.9947111111111111 }, { "loss": 0.9541015862782796, "top1_accuracy": 0.9047333333333333, "top5_accuracy": 0.9946222222222222 }, { "loss": 1.0018510238011678, "top1_accuracy": 0.9084, "top5_accuracy": 0.9926222222222222 }, { "loss": 0.992634752951728, "top1_accuracy": 0.8948888888888888, "top5_accuracy": 0.9929111111111111 }, { "loss": 0.9615188269721137, "top1_accuracy": 0.9213555555555556, "top5_accuracy": 0.9946444444444444 }, { "loss": 0.983135815556844, "top1_accuracy": 0.9059111111111111, "top5_accuracy": 0.9940444444444444 }, { "loss": 0.9531899052725898, "top1_accuracy": 0.9188888888888889, "top5_accuracy": 0.9954666666666667 }, { "loss": 0.9800851218965319, "top1_accuracy": 0.9012, "top5_accuracy": 0.9940222222222223 }, { "loss": 0.9585425546858046, "top1_accuracy": 0.9081111111111111, "top5_accuracy": 0.9944666666666667 }, { "loss": 0.9170514732784695, "top1_accuracy": 0.9112222222222223, "top5_accuracy": 0.9946444444444444 }, { "loss": 0.9706394401762221, "top1_accuracy": 0.9176666666666666, "top5_accuracy": 0.9955111111111111 }, { "loss": 0.951106473880344, "top1_accuracy": 0.9109333333333334, "top5_accuracy": 0.9950666666666667 }, { "loss": 0.9665881429036458, "top1_accuracy": 0.8987777777777778, "top5_accuracy": 0.9935555555555555 }, { "loss": 0.9442124403211806, "top1_accuracy": 0.9049555555555555, "top5_accuracy": 0.9942222222222222 }, { "loss": 0.963750349828932, "top1_accuracy": 0.9070888888888888, "top5_accuracy": 0.9945555555555555 }, { "loss": 0.9638745458496941, "top1_accuracy": 0.9157333333333333, "top5_accuracy": 0.9948 }, { "loss": 0.89672797226376, "top1_accuracy": 0.9215111111111111, "top5_accuracy": 0.9952444444444445 }, { "loss": 0.953444282552931, "top1_accuracy": 0.9206666666666666, "top5_accuracy": 0.9956 }, { "loss": 0.9492713491333855, "top1_accuracy": 0.9119333333333334, "top5_accuracy": 0.9944666666666667 }, { "loss": 0.9724324797418382, "top1_accuracy": 0.9048, "top5_accuracy": 0.9940222222222223 }, { "loss": 0.9772187830183241, "top1_accuracy": 0.9088666666666667, "top5_accuracy": 0.9939111111111111 }, { "loss": 0.9303441677517361, "top1_accuracy": 0.9256222222222222, "top5_accuracy": 0.9964 }, { "loss": 0.9682227353096008, "top1_accuracy": 0.9156222222222222, "top5_accuracy": 0.9950444444444444 }, { "loss": 0.9532821300718519, "top1_accuracy": 0.9106666666666666, "top5_accuracy": 0.9951333333333333 }, { "loss": 0.9292664299011231, "top1_accuracy": 0.9107111111111111, "top5_accuracy": 0.9945111111111111 }, { "loss": 0.9476738254970974, "top1_accuracy": 0.9151555555555556, "top5_accuracy": 0.9947555555555555 }, { "loss": 0.9543736674838595, "top1_accuracy": 0.9208, "top5_accuracy": 0.9947777777777778 }, { "loss": 0.9515654403474596, "top1_accuracy": 0.9195333333333333, "top5_accuracy": 0.9948444444444444 }, { "loss": 0.9420418045149909, "top1_accuracy": 0.9231111111111111, "top5_accuracy": 0.9947333333333334 }, { "loss": 0.9251557574166192, "top1_accuracy": 0.9152, "top5_accuracy": 0.9960666666666667 }, { "loss": 0.9640001278983222, "top1_accuracy": 0.9250222222222222, "top5_accuracy": 0.9952444444444445 }, { "loss": 0.942224930106269, "top1_accuracy": 0.9242666666666667, "top5_accuracy": 0.9957111111111111 }, { "loss": 0.9750450310707093, "top1_accuracy": 0.9192, "top5_accuracy": 0.9953333333333333 }, { "loss": 0.9801869005309211, "top1_accuracy": 0.921, "top5_accuracy": 0.9960666666666667 }, { "loss": 0.912259133137597, "top1_accuracy": 0.9338222222222222, "top5_accuracy": 0.9953333333333333 }, { "loss": 0.9550790575239393, "top1_accuracy": 0.9096222222222222, "top5_accuracy": 0.9945333333333334 }, { "loss": 0.9126254657957289, "top1_accuracy": 0.9261555555555555, "top5_accuracy": 0.9948888888888889 }, { "loss": 0.9495868379910787, "top1_accuracy": 0.9219111111111111, "top5_accuracy": 0.9952444444444445 }, { "loss": 0.9383578103171455, "top1_accuracy": 0.9234888888888889, "top5_accuracy": 0.9960444444444444 }, { "loss": 0.9391493704266018, "top1_accuracy": 0.9246444444444445, "top5_accuracy": 0.9962 }, { "loss": 0.9460699208365546, "top1_accuracy": 0.9159333333333334, "top5_accuracy": 0.9950222222222223 }, { "loss": 0.9039801916758219, "top1_accuracy": 0.9251777777777778, "top5_accuracy": 0.9963111111111111 }, { "loss": 0.9492681404749552, "top1_accuracy": 0.9275111111111111, "top5_accuracy": 0.9957777777777778 }, { "loss": 0.9442739830970764, "top1_accuracy": 0.9256888888888889, "top5_accuracy": 0.9963777777777778 }, { "loss": 0.9098691176096598, "top1_accuracy": 0.9333555555555556, "top5_accuracy": 0.9967777777777778 }, { "loss": 0.9500353785408868, "top1_accuracy": 0.9280222222222222, "top5_accuracy": 0.9967555555555555 }, { "loss": 0.933144270377689, "top1_accuracy": 0.9254, "top5_accuracy": 0.9958 }, { "loss": 0.9292403225580851, "top1_accuracy": 0.9215777777777778, "top5_accuracy": 0.9969333333333333 }, { "loss": 0.9023214159117805, "top1_accuracy": 0.9327555555555556, "top5_accuracy": 0.9954222222222222 }, { "loss": 0.9069306479560004, "top1_accuracy": 0.9279333333333334, "top5_accuracy": 0.9964444444444445 }, { "loss": 0.967106007999844, "top1_accuracy": 0.9158444444444445, "top5_accuracy": 0.9955333333333334 }, { "loss": 0.863364692539639, "top1_accuracy": 0.9315333333333333, "top5_accuracy": 0.9966666666666667 }, { "loss": 0.9049131010797289, "top1_accuracy": 0.9481333333333334, "top5_accuracy": 0.9975555555555555 }, { "loss": 0.9366394050704109, "top1_accuracy": 0.9216, "top5_accuracy": 0.9957555555555555 }, { "loss": 0.9238136481920878, "top1_accuracy": 0.9262222222222222, "top5_accuracy": 0.9954 }, { "loss": 0.9193176923751831, "top1_accuracy": 0.9224222222222223, "top5_accuracy": 0.9959777777777777 }, { "loss": 0.9253205934948391, "top1_accuracy": 0.9244, "top5_accuracy": 0.9961111111111111 }, { "loss": 0.9081940937678019, "top1_accuracy": 0.9402444444444444, "top5_accuracy": 0.9969333333333333 }, { "loss": 0.9348273495462206, "top1_accuracy": 0.9186888888888889, "top5_accuracy": 0.9958888888888889 }, { "loss": 0.9212658386336433, "top1_accuracy": 0.9369555555555555, "top5_accuracy": 0.9965555555555555 }, { "loss": 0.9244000816557143, "top1_accuracy": 0.9249333333333334, "top5_accuracy": 0.9957555555555555 }, { "loss": 0.9028111863666111, "top1_accuracy": 0.9429333333333333, "top5_accuracy": 0.9970222222222223 }, { "loss": 0.9298988266415066, "top1_accuracy": 0.9280222222222222, "top5_accuracy": 0.9968 }, { "loss": 0.9312819328943889, "top1_accuracy": 0.9249777777777778, "top5_accuracy": 0.9966888888888888 }, { "loss": 0.9009373057259453, "top1_accuracy": 0.9392888888888888, "top5_accuracy": 0.9970222222222223 }, { "loss": 0.9226167677773369, "top1_accuracy": 0.9241333333333334, "top5_accuracy": 0.9961111111111111 }, { "loss": 0.9249475503073799, "top1_accuracy": 0.9296888888888889, "top5_accuracy": 0.9968 }, { "loss": 0.9172222064336141, "top1_accuracy": 0.9313555555555556, "top5_accuracy": 0.9970888888888889 }, { "loss": 0.9194363453123304, "top1_accuracy": 0.9118666666666667, "top5_accuracy": 0.9952 }, { "loss": 0.9281697104242113, "top1_accuracy": 0.9277111111111112, "top5_accuracy": 0.9968888888888889 }, { "loss": 0.952518438551161, "top1_accuracy": 0.9219777777777778, "top5_accuracy": 0.9959555555555556 }, { "loss": 0.9330079837587144, "top1_accuracy": 0.9228666666666666, "top5_accuracy": 0.9958222222222223 }, { "loss": 0.9137496592627631, "top1_accuracy": 0.9331555555555555, "top5_accuracy": 0.9968888888888889 }, { "loss": 0.9311160689883762, "top1_accuracy": 0.9351777777777778, "top5_accuracy": 0.9971777777777778 }, { "loss": 0.9456560822804769, "top1_accuracy": 0.9220444444444444, "top5_accuracy": 0.9959333333333333 }, { "loss": 0.9073356117672391, "top1_accuracy": 0.9301777777777778, "top5_accuracy": 0.9967777777777778 }, { "loss": 0.893980111779107, "top1_accuracy": 0.9517333333333333, "top5_accuracy": 0.9976666666666667 }, { "loss": 0.9781001127031115, "top1_accuracy": 0.9134666666666666, "top5_accuracy": 0.9951555555555556 }, { "loss": 0.9107823269738091, "top1_accuracy": 0.9321555555555555, "top5_accuracy": 0.9967333333333334 }, { "loss": 0.9333635193718804, "top1_accuracy": 0.9300222222222222, "top5_accuracy": 0.9961333333333333 }, { "loss": 0.9131789145151774, "top1_accuracy": 0.9323111111111111, "top5_accuracy": 0.9961555555555556 }, { "loss": 0.9236697754330105, "top1_accuracy": 0.9325777777777777, "top5_accuracy": 0.9966888888888888 }, { "loss": 0.8905279645284017, "top1_accuracy": 0.9446444444444444, "top5_accuracy": 0.9978444444444444 }, { "loss": 0.9348030410130819, "top1_accuracy": 0.9291333333333334, "top5_accuracy": 0.9967555555555555 }, { "loss": 0.9549627113554213, "top1_accuracy": 0.9280666666666667, "top5_accuracy": 0.9968444444444444 }, { "loss": 0.9195927707460192, "top1_accuracy": 0.9352, "top5_accuracy": 0.9968 }, { "loss": 0.8921151435004341, "top1_accuracy": 0.9396666666666667, "top5_accuracy": 0.9971111111111111 }, { "loss": 0.9244923543930054, "top1_accuracy": 0.9261555555555555, "top5_accuracy": 0.9970888888888889 }, { "loss": 0.9114229681226942, "top1_accuracy": 0.9408222222222222, "top5_accuracy": 0.9970666666666667 }, { "loss": 0.9802409111446805, "top1_accuracy": 0.9078666666666667, "top5_accuracy": 0.9953777777777778 }, { "loss": 0.9308207100126479, "top1_accuracy": 0.9279777777777778, "top5_accuracy": 0.9966222222222222 }, { "loss": 0.9188936391406589, "top1_accuracy": 0.9410888888888889, "top5_accuracy": 0.9969333333333333 }, { "loss": 0.9360667626274957, "top1_accuracy": 0.9463555555555555, "top5_accuracy": 0.9969333333333333 }, { "loss": 0.9295510827382406, "top1_accuracy": 0.9388444444444445, "top5_accuracy": 0.9970444444444444 }, { "loss": 0.9333565528021919, "top1_accuracy": 0.9482888888888888, "top5_accuracy": 0.9975555555555555 }, { "loss": 0.9313416328006321, "top1_accuracy": 0.9314666666666667, "top5_accuracy": 0.9972444444444445 }, { "loss": 0.9690423345035977, "top1_accuracy": 0.9157111111111111, "top5_accuracy": 0.9958888888888889 }, { "loss": 0.9186320892969767, "top1_accuracy": 0.9327111111111112, "top5_accuracy": 0.9967555555555555 }, { "loss": 0.9323010613441467, "top1_accuracy": 0.9394222222222223, "top5_accuracy": 0.9975777777777778 }, { "loss": 0.9120388295703464, "top1_accuracy": 0.9448222222222222, "top5_accuracy": 0.9975777777777778 }, { "loss": 0.9288929767078824, "top1_accuracy": 0.9148666666666667, "top5_accuracy": 0.9961555555555556 }, { "loss": 0.9242011627409193, "top1_accuracy": 0.9295555555555556, "top5_accuracy": 0.9968888888888889 }, { "loss": 0.8833272624651591, "top1_accuracy": 0.9257555555555556, "top5_accuracy": 0.9968 }, { "loss": 0.9562723497814603, "top1_accuracy": 0.9308444444444445, "top5_accuracy": 0.9969333333333333 }, { "loss": 0.9186922192679511, "top1_accuracy": 0.9432888888888888, "top5_accuracy": 0.9975111111111111 }, { "loss": 0.9398612919065688, "top1_accuracy": 0.9379333333333333, "top5_accuracy": 0.9970222222222223 }, { "loss": 0.9463603659100003, "top1_accuracy": 0.9207555555555555, "top5_accuracy": 0.9967333333333334 }, { "loss": 0.9081152253892687, "top1_accuracy": 0.9339333333333333, "top5_accuracy": 0.9967111111111111 }, { "loss": 0.8812970828904046, "top1_accuracy": 0.9450222222222222, "top5_accuracy": 0.9975555555555555 }, { "loss": 0.8616542341868083, "top1_accuracy": 0.9568444444444445, "top5_accuracy": 0.9982222222222222 }, { "loss": 0.9153412013371786, "top1_accuracy": 0.9332888888888888, "top5_accuracy": 0.9960666666666667 }, { "loss": 0.9029783010270861, "top1_accuracy": 0.9441111111111111, "top5_accuracy": 0.9976444444444444 }, { "loss": 0.9456707380718655, "top1_accuracy": 0.9338888888888889, "top5_accuracy": 0.9972222222222222 }, { "loss": 0.9486706649780273, "top1_accuracy": 0.9354222222222223, "top5_accuracy": 0.9965555555555555 }, { "loss": 0.9470724975162083, "top1_accuracy": 0.9228222222222222, "top5_accuracy": 0.9966222222222222 }, { "loss": 0.9446843944337633, "top1_accuracy": 0.9316222222222222, "top5_accuracy": 0.9967111111111111 }, { "loss": 0.9504040977054172, "top1_accuracy": 0.9371555555555555, "top5_accuracy": 0.9972888888888889 }, { "loss": 0.9094847118907504, "top1_accuracy": 0.9348888888888889, "top5_accuracy": 0.9970888888888889 }, { "loss": 0.9039508545133803, "top1_accuracy": 0.9308222222222222, "top5_accuracy": 0.997 }, { "loss": 0.9211969694667392, "top1_accuracy": 0.9313333333333333, "top5_accuracy": 0.9972444444444445 }, { "loss": 0.891299802101983, "top1_accuracy": 0.9353777777777778, "top5_accuracy": 0.9968666666666667 }, { "loss": 0.9076083234257168, "top1_accuracy": 0.9368222222222222, "top5_accuracy": 0.9975777777777778 }, { "loss": 0.8932593603346083, "top1_accuracy": 0.9319111111111111, "top5_accuracy": 0.9972222222222222 }, { "loss": 0.9303130057864719, "top1_accuracy": 0.9326, "top5_accuracy": 0.9965111111111111 }, { "loss": 0.900419123755561, "top1_accuracy": 0.9396888888888889, "top5_accuracy": 0.9977555555555555 }, { "loss": 0.8984853807025486, "top1_accuracy": 0.9320444444444445, "top5_accuracy": 0.9971111111111111 }, { "loss": 0.9187652942869399, "top1_accuracy": 0.9308888888888889, "top5_accuracy": 0.9971333333333333 }, { "loss": 0.9092934736251831, "top1_accuracy": 0.9411777777777778, "top5_accuracy": 0.9977777777777778 }, { "loss": 0.9105724313947889, "top1_accuracy": 0.9340888888888889, "top5_accuracy": 0.9971333333333333 }, { "loss": 0.9559000908533732, "top1_accuracy": 0.9230222222222222, "top5_accuracy": 0.9960666666666667 }, { "loss": 0.9170526979446411, "top1_accuracy": 0.9366222222222222, "top5_accuracy": 0.9972444444444445 }, { "loss": 0.9310668512768215, "top1_accuracy": 0.9247111111111112, "top5_accuracy": 0.9969777777777777 }, { "loss": 0.9058713446935018, "top1_accuracy": 0.9338888888888889, "top5_accuracy": 0.9971555555555556 }, { "loss": 0.9285790632247924, "top1_accuracy": 0.9430444444444445, "top5_accuracy": 0.9968444444444444 }, { "loss": 0.9068965766270956, "top1_accuracy": 0.9458222222222222, "top5_accuracy": 0.9972666666666666 }, { "loss": 0.9358305415259467, "top1_accuracy": 0.9314444444444444, "top5_accuracy": 0.9969111111111111 }, { "loss": 0.9154638513141208, "top1_accuracy": 0.9282888888888889, "top5_accuracy": 0.9970444444444444 }, { "loss": 0.898384197892083, "top1_accuracy": 0.9491333333333334, "top5_accuracy": 0.9984888888888889 }, { "loss": 0.8920594743940565, "top1_accuracy": 0.9368888888888889, "top5_accuracy": 0.9969777777777777 }, { "loss": 0.9392255442937215, "top1_accuracy": 0.9415333333333333, "top5_accuracy": 0.9976444444444444 }, { "loss": 0.9249202219221327, "top1_accuracy": 0.9427555555555556, "top5_accuracy": 0.9972 }, { "loss": 0.9099734018961588, "top1_accuracy": 0.9393333333333334, "top5_accuracy": 0.9969777777777777 }, { "loss": 0.8939651274998983, "top1_accuracy": 0.9430444444444445, "top5_accuracy": 0.9977777777777778 }, { "loss": 0.9339417086707221, "top1_accuracy": 0.9298666666666666, "top5_accuracy": 0.9972888888888889 }, { "loss": 0.9027726467980279, "top1_accuracy": 0.9449111111111111, "top5_accuracy": 0.9974 }, { "loss": 0.9258822726355659, "top1_accuracy": 0.9368, "top5_accuracy": 0.9972666666666666 }, { "loss": 0.9220466683811611, "top1_accuracy": 0.9331111111111111, "top5_accuracy": 0.9967333333333334 }, { "loss": 0.9081384704695807, "top1_accuracy": 0.9364, "top5_accuracy": 0.9974222222222222 }, { "loss": 0.9411438609441122, "top1_accuracy": 0.9174444444444444, "top5_accuracy": 0.9963777777777778 }, { "loss": 0.9129188178062438, "top1_accuracy": 0.9226666666666666, "top5_accuracy": 0.9963111111111111 }, { "loss": 0.9247645918528239, "top1_accuracy": 0.9338, "top5_accuracy": 0.9972888888888889 } ], "val": [ { "loss": 2.1130343921661376, "top1_accuracy": 0.2064, "top5_accuracy": 0.7258 }, { "loss": 1.8708915714263916, "top1_accuracy": 0.3272, "top5_accuracy": 0.8656 }, { "loss": 1.945748313331604, "top1_accuracy": 0.2948, "top5_accuracy": 0.87 }, { "loss": 1.6106615333557128, "top1_accuracy": 0.475, "top5_accuracy": 0.9318 }, { "loss": 1.534664631462097, "top1_accuracy": 0.5056, "top5_accuracy": 0.9404 }, { "loss": 1.4982012950897217, "top1_accuracy": 0.5602, "top5_accuracy": 0.9468 }, { "loss": 1.3299536306381226, "top1_accuracy": 0.6208, "top5_accuracy": 0.9564 }, { "loss": 1.3635490184783936, "top1_accuracy": 0.616, "top5_accuracy": 0.9568 }, { "loss": 1.2510625270843505, "top1_accuracy": 0.674, "top5_accuracy": 0.9696 }, { "loss": 1.2490640087127685, "top1_accuracy": 0.6628, "top5_accuracy": 0.9702 }, { "loss": 1.217361629486084, "top1_accuracy": 0.6772, "top5_accuracy": 0.967 }, { "loss": 1.1750015369415283, "top1_accuracy": 0.7086, "top5_accuracy": 0.973 }, { "loss": 1.0935234184265137, "top1_accuracy": 0.7384, "top5_accuracy": 0.982 }, { "loss": 1.1460729309082032, "top1_accuracy": 0.7176, "top5_accuracy": 0.965 }, { "loss": 1.0738966062545776, "top1_accuracy": 0.7462, "top5_accuracy": 0.9808 }, { "loss": 1.0159858745574952, "top1_accuracy": 0.7676, "top5_accuracy": 0.983 }, { "loss": 1.0415552522659302, "top1_accuracy": 0.7804, "top5_accuracy": 0.9814 }, { "loss": 1.0212047163009643, "top1_accuracy": 0.7764, "top5_accuracy": 0.9794 }, { "loss": 0.9844362682342529, "top1_accuracy": 0.7972, "top5_accuracy": 0.9858 }, { "loss": 0.963231394481659, "top1_accuracy": 0.7934, "top5_accuracy": 0.9868 }, { "loss": 1.0027856292724608, "top1_accuracy": 0.7784, "top5_accuracy": 0.9844 }, { "loss": 0.9599130153656006, "top1_accuracy": 0.8192, "top5_accuracy": 0.9896 }, { "loss": 0.9414986451148987, "top1_accuracy": 0.8068, "top5_accuracy": 0.9896 }, { "loss": 0.8830722532272339, "top1_accuracy": 0.84, "top5_accuracy": 0.9888 }, { "loss": 0.86724313621521, "top1_accuracy": 0.8474, "top5_accuracy": 0.9928 }, { "loss": 0.9288374074935913, "top1_accuracy": 0.8186, "top5_accuracy": 0.9844 }, { "loss": 0.879773078918457, "top1_accuracy": 0.8496, "top5_accuracy": 0.9914 }, { "loss": 0.8586941374778747, "top1_accuracy": 0.8522, "top5_accuracy": 0.9914 }, { "loss": 0.8213819323539734, "top1_accuracy": 0.8652, "top5_accuracy": 0.9944 }, { "loss": 0.8620443572044373, "top1_accuracy": 0.86, "top5_accuracy": 0.9932 }, { "loss": 0.8277280162811279, "top1_accuracy": 0.8646, "top5_accuracy": 0.9946 }, { "loss": 0.830840515422821, "top1_accuracy": 0.8558, "top5_accuracy": 0.991 }, { "loss": 0.826866893196106, "top1_accuracy": 0.8678, "top5_accuracy": 0.9928 }, { "loss": 0.7971201717376709, "top1_accuracy": 0.876, "top5_accuracy": 0.9954 }, { "loss": 0.8180642498016357, "top1_accuracy": 0.874, "top5_accuracy": 0.9952 }, { "loss": 0.7829418863296509, "top1_accuracy": 0.8762, "top5_accuracy": 0.9964 }, { "loss": 0.8000153961181641, "top1_accuracy": 0.8706, "top5_accuracy": 0.9928 }, { "loss": 0.8030789630889893, "top1_accuracy": 0.8806, "top5_accuracy": 0.9952 }, { "loss": 0.809504626083374, "top1_accuracy": 0.879, "top5_accuracy": 0.997 }, { "loss": 0.7706607547760009, "top1_accuracy": 0.89, "top5_accuracy": 0.9966 }, { "loss": 0.7715770526885987, "top1_accuracy": 0.8888, "top5_accuracy": 0.9956 }, { "loss": 0.7934220825195313, "top1_accuracy": 0.8756, "top5_accuracy": 0.993 }, { "loss": 0.7662076293945312, "top1_accuracy": 0.8824, "top5_accuracy": 0.9966 }, { "loss": 0.7936038304328918, "top1_accuracy": 0.8926, "top5_accuracy": 0.9964 }, { "loss": 0.7605969367980957, "top1_accuracy": 0.896, "top5_accuracy": 0.9962 }, { "loss": 0.7674968292236328, "top1_accuracy": 0.8938, "top5_accuracy": 0.9948 }, { "loss": 0.7555311537742615, "top1_accuracy": 0.8928, "top5_accuracy": 0.9946 }, { "loss": 0.7335860503196716, "top1_accuracy": 0.905, "top5_accuracy": 0.9968 }, { "loss": 0.7271420803070069, "top1_accuracy": 0.9068, "top5_accuracy": 0.9958 }, { "loss": 0.7340128257751465, "top1_accuracy": 0.9038, "top5_accuracy": 0.998 }, { "loss": 0.7210996034622192, "top1_accuracy": 0.9072, "top5_accuracy": 0.9964 }, { "loss": 0.7440919939994812, "top1_accuracy": 0.9086, "top5_accuracy": 0.9954 }, { "loss": 0.7576396808624267, "top1_accuracy": 0.898, "top5_accuracy": 0.9948 }, { "loss": 0.7565708864212036, "top1_accuracy": 0.8942, "top5_accuracy": 0.9954 }, { "loss": 0.7615346437454223, "top1_accuracy": 0.893, "top5_accuracy": 0.9952 }, { "loss": 0.7214333351135254, "top1_accuracy": 0.9084, "top5_accuracy": 0.9968 }, { "loss": 0.7785770117759705, "top1_accuracy": 0.9006, "top5_accuracy": 0.996 }, { "loss": 0.7332488996505737, "top1_accuracy": 0.9064, "top5_accuracy": 0.9976 }, { "loss": 0.7480550401687622, "top1_accuracy": 0.9124, "top5_accuracy": 0.9954 }, { "loss": 0.7164703927993774, "top1_accuracy": 0.915, "top5_accuracy": 0.9954 }, { "loss": 0.7341464941978455, "top1_accuracy": 0.9044, "top5_accuracy": 0.9962 }, { "loss": 0.7313390442848205, "top1_accuracy": 0.9092, "top5_accuracy": 0.997 }, { "loss": 0.7311187015533447, "top1_accuracy": 0.9068, "top5_accuracy": 0.9958 }, { "loss": 0.7116103601455689, "top1_accuracy": 0.9192, "top5_accuracy": 0.9954 }, { "loss": 0.7161064842224121, "top1_accuracy": 0.9116, "top5_accuracy": 0.9974 }, { "loss": 0.7224278732299805, "top1_accuracy": 0.9162, "top5_accuracy": 0.997 }, { "loss": 0.71810529088974, "top1_accuracy": 0.9146, "top5_accuracy": 0.9942 }, { "loss": 0.710619971370697, "top1_accuracy": 0.9164, "top5_accuracy": 0.9966 }, { "loss": 0.7719727859497071, "top1_accuracy": 0.898, "top5_accuracy": 0.9948 }, { "loss": 0.7241130907058716, "top1_accuracy": 0.909, "top5_accuracy": 0.9978 }, { "loss": 0.7102082515716552, "top1_accuracy": 0.9172, "top5_accuracy": 0.9974 }, { "loss": 0.720915351486206, "top1_accuracy": 0.9118, "top5_accuracy": 0.9964 }, { "loss": 0.7303032363891602, "top1_accuracy": 0.9086, "top5_accuracy": 0.9974 }, { "loss": 0.7080894910812378, "top1_accuracy": 0.9204, "top5_accuracy": 0.9976 }, { "loss": 0.7039806316375733, "top1_accuracy": 0.9202, "top5_accuracy": 0.9972 }, { "loss": 0.7306781560897827, "top1_accuracy": 0.9066, "top5_accuracy": 0.9956 }, { "loss": 0.7136140641212463, "top1_accuracy": 0.9212, "top5_accuracy": 0.9974 }, { "loss": 0.7146715421676636, "top1_accuracy": 0.9132, "top5_accuracy": 0.997 }, { "loss": 0.7123079073905945, "top1_accuracy": 0.9222, "top5_accuracy": 0.9966 }, { "loss": 0.7359211375236511, "top1_accuracy": 0.9052, "top5_accuracy": 0.9956 }, { "loss": 0.7063310075759888, "top1_accuracy": 0.9192, "top5_accuracy": 0.9966 }, { "loss": 0.727424753189087, "top1_accuracy": 0.9084, "top5_accuracy": 0.9962 }, { "loss": 0.688215629196167, "top1_accuracy": 0.9276, "top5_accuracy": 0.9972 }, { "loss": 0.7210454124450684, "top1_accuracy": 0.9122, "top5_accuracy": 0.9958 }, { "loss": 0.6877414447784423, "top1_accuracy": 0.929, "top5_accuracy": 0.9976 }, { "loss": 0.7079221839904786, "top1_accuracy": 0.9192, "top5_accuracy": 0.9942 }, { "loss": 0.6954776337623596, "top1_accuracy": 0.9254, "top5_accuracy": 0.9964 }, { "loss": 0.6911474767684936, "top1_accuracy": 0.9258, "top5_accuracy": 0.9976 }, { "loss": 0.6883724903106689, "top1_accuracy": 0.927, "top5_accuracy": 0.9982 }, { "loss": 0.7173612470626831, "top1_accuracy": 0.9206, "top5_accuracy": 0.9966 }, { "loss": 0.702829080581665, "top1_accuracy": 0.922, "top5_accuracy": 0.9966 }, { "loss": 0.6874296897888184, "top1_accuracy": 0.9276, "top5_accuracy": 0.9964 }, { "loss": 0.6966455039024353, "top1_accuracy": 0.9234, "top5_accuracy": 0.9976 }, { "loss": 0.6977721187591552, "top1_accuracy": 0.9264, "top5_accuracy": 0.9946 }, { "loss": 0.6992564777374267, "top1_accuracy": 0.9228, "top5_accuracy": 0.9952 }, { "loss": 0.7048632736206055, "top1_accuracy": 0.9244, "top5_accuracy": 0.9966 }, { "loss": 0.7200746124267579, "top1_accuracy": 0.9152, "top5_accuracy": 0.9942 }, { "loss": 0.6940273016929627, "top1_accuracy": 0.9288, "top5_accuracy": 0.9942 }, { "loss": 0.6859041546821594, "top1_accuracy": 0.9302, "top5_accuracy": 0.9972 }, { "loss": 0.6833724513053894, "top1_accuracy": 0.9298, "top5_accuracy": 0.996 }, { "loss": 0.6836406211853028, "top1_accuracy": 0.9294, "top5_accuracy": 0.997 }, { "loss": 0.7015457793235779, "top1_accuracy": 0.9212, "top5_accuracy": 0.9952 }, { "loss": 0.6864352069854737, "top1_accuracy": 0.9302, "top5_accuracy": 0.9958 }, { "loss": 0.6868742937088013, "top1_accuracy": 0.9298, "top5_accuracy": 0.9952 }, { "loss": 0.7022428924560546, "top1_accuracy": 0.9232, "top5_accuracy": 0.9954 }, { "loss": 0.6792960842132568, "top1_accuracy": 0.9322, "top5_accuracy": 0.9958 }, { "loss": 0.6879096876144409, "top1_accuracy": 0.9292, "top5_accuracy": 0.997 }, { "loss": 0.6971314586639404, "top1_accuracy": 0.9236, "top5_accuracy": 0.9948 }, { "loss": 0.7078141607284546, "top1_accuracy": 0.923, "top5_accuracy": 0.9972 }, { "loss": 0.6935134563446045, "top1_accuracy": 0.9276, "top5_accuracy": 0.9954 }, { "loss": 0.6821517719268799, "top1_accuracy": 0.932, "top5_accuracy": 0.9978 }, { "loss": 0.6990340110778809, "top1_accuracy": 0.9266, "top5_accuracy": 0.9964 }, { "loss": 0.6861083841323853, "top1_accuracy": 0.9274, "top5_accuracy": 0.997 }, { "loss": 0.6909312120437622, "top1_accuracy": 0.9274, "top5_accuracy": 0.9956 }, { "loss": 0.6835088615417481, "top1_accuracy": 0.9288, "top5_accuracy": 0.997 }, { "loss": 0.6783409414291381, "top1_accuracy": 0.9328, "top5_accuracy": 0.9958 }, { "loss": 0.6867032752990723, "top1_accuracy": 0.929, "top5_accuracy": 0.9964 }, { "loss": 0.7004976583480835, "top1_accuracy": 0.9238, "top5_accuracy": 0.9954 }, { "loss": 0.6830052013397216, "top1_accuracy": 0.9302, "top5_accuracy": 0.9964 }, { "loss": 0.6799036336898804, "top1_accuracy": 0.9316, "top5_accuracy": 0.9966 }, { "loss": 0.6867374549865722, "top1_accuracy": 0.932, "top5_accuracy": 0.9956 }, { "loss": 0.6954631317138672, "top1_accuracy": 0.9288, "top5_accuracy": 0.9944 }, { "loss": 0.6882170427322387, "top1_accuracy": 0.9302, "top5_accuracy": 0.994 }, { "loss": 0.684865329170227, "top1_accuracy": 0.9342, "top5_accuracy": 0.9952 }, { "loss": 0.7018283233642578, "top1_accuracy": 0.927, "top5_accuracy": 0.9948 }, { "loss": 0.6767604281425476, "top1_accuracy": 0.9378, "top5_accuracy": 0.9966 }, { "loss": 0.6839842588424683, "top1_accuracy": 0.9328, "top5_accuracy": 0.9962 }, { "loss": 0.6832534917831421, "top1_accuracy": 0.9328, "top5_accuracy": 0.9956 }, { "loss": 0.6967302850723267, "top1_accuracy": 0.9282, "top5_accuracy": 0.9952 }, { "loss": 0.6798743598937989, "top1_accuracy": 0.9356, "top5_accuracy": 0.996 }, { "loss": 0.6981579730987549, "top1_accuracy": 0.9284, "top5_accuracy": 0.9946 }, { "loss": 0.6735166309356689, "top1_accuracy": 0.9362, "top5_accuracy": 0.9964 }, { "loss": 0.6866051044464111, "top1_accuracy": 0.9316, "top5_accuracy": 0.9958 }, { "loss": 0.6928562641143798, "top1_accuracy": 0.9294, "top5_accuracy": 0.9952 }, { "loss": 0.6692237300872803, "top1_accuracy": 0.9402, "top5_accuracy": 0.9974 }, { "loss": 0.6748125825881958, "top1_accuracy": 0.9388, "top5_accuracy": 0.9964 }, { "loss": 0.6694437339782715, "top1_accuracy": 0.9378, "top5_accuracy": 0.9964 }, { "loss": 0.69578777217865, "top1_accuracy": 0.9306, "top5_accuracy": 0.9956 }, { "loss": 0.6784752753257751, "top1_accuracy": 0.9364, "top5_accuracy": 0.9962 }, { "loss": 0.6681660892486573, "top1_accuracy": 0.9382, "top5_accuracy": 0.9958 }, { "loss": 0.6682488186836243, "top1_accuracy": 0.94, "top5_accuracy": 0.9974 }, { "loss": 0.6661138542175293, "top1_accuracy": 0.941, "top5_accuracy": 0.9968 }, { "loss": 0.6710775409698486, "top1_accuracy": 0.941, "top5_accuracy": 0.994 }, { "loss": 0.6740199791908265, "top1_accuracy": 0.9368, "top5_accuracy": 0.994 }, { "loss": 0.6737917196273804, "top1_accuracy": 0.9358, "top5_accuracy": 0.9948 }, { "loss": 0.6726708209991455, "top1_accuracy": 0.9404, "top5_accuracy": 0.9946 }, { "loss": 0.6794815975189209, "top1_accuracy": 0.9352, "top5_accuracy": 0.9964 }, { "loss": 0.6826765371322632, "top1_accuracy": 0.9348, "top5_accuracy": 0.9952 }, { "loss": 0.6725178761482239, "top1_accuracy": 0.9352, "top5_accuracy": 0.9974 }, { "loss": 0.6837111750602722, "top1_accuracy": 0.9332, "top5_accuracy": 0.9962 }, { "loss": 0.6728991117477418, "top1_accuracy": 0.938, "top5_accuracy": 0.9946 }, { "loss": 0.6639373970031738, "top1_accuracy": 0.9398, "top5_accuracy": 0.9958 }, { "loss": 0.6580494515419006, "top1_accuracy": 0.9426, "top5_accuracy": 0.9962 }, { "loss": 0.6803899147033692, "top1_accuracy": 0.9362, "top5_accuracy": 0.9932 }, { "loss": 0.6642460990905762, "top1_accuracy": 0.9412, "top5_accuracy": 0.9954 }, { "loss": 0.6690979356765747, "top1_accuracy": 0.9372, "top5_accuracy": 0.997 }, { "loss": 0.6607714916229248, "top1_accuracy": 0.9412, "top5_accuracy": 0.9952 }, { "loss": 0.6706343829154968, "top1_accuracy": 0.9392, "top5_accuracy": 0.994 }, { "loss": 0.6749688744544983, "top1_accuracy": 0.937, "top5_accuracy": 0.9952 }, { "loss": 0.6712577572822571, "top1_accuracy": 0.94, "top5_accuracy": 0.9964 }, { "loss": 0.6847975624084472, "top1_accuracy": 0.9304, "top5_accuracy": 0.9944 }, { "loss": 0.6642417604446411, "top1_accuracy": 0.9422, "top5_accuracy": 0.996 }, { "loss": 0.6674592893600464, "top1_accuracy": 0.9418, "top5_accuracy": 0.9976 }, { "loss": 0.658488583946228, "top1_accuracy": 0.944, "top5_accuracy": 0.995 }, { "loss": 0.6692095568656922, "top1_accuracy": 0.94, "top5_accuracy": 0.9938 }, { "loss": 0.6711597270011902, "top1_accuracy": 0.939, "top5_accuracy": 0.9944 }, { "loss": 0.662441645526886, "top1_accuracy": 0.945, "top5_accuracy": 0.9964 }, { "loss": 0.6681171569824219, "top1_accuracy": 0.9394, "top5_accuracy": 0.9956 }, { "loss": 0.68400380859375, "top1_accuracy": 0.935, "top5_accuracy": 0.9964 }, { "loss": 0.6732362373352051, "top1_accuracy": 0.9384, "top5_accuracy": 0.9948 }, { "loss": 0.6687829790115356, "top1_accuracy": 0.9386, "top5_accuracy": 0.9954 }, { "loss": 0.6665858256340027, "top1_accuracy": 0.9418, "top5_accuracy": 0.9964 }, { "loss": 0.668356095123291, "top1_accuracy": 0.9406, "top5_accuracy": 0.996 }, { "loss": 0.6697935049057007, "top1_accuracy": 0.941, "top5_accuracy": 0.9974 }, { "loss": 0.6611256174087524, "top1_accuracy": 0.9426, "top5_accuracy": 0.9972 }, { "loss": 0.6650322572708129, "top1_accuracy": 0.9414, "top5_accuracy": 0.9942 }, { "loss": 0.6827128325462342, "top1_accuracy": 0.934, "top5_accuracy": 0.9964 }, { "loss": 0.659815072441101, "top1_accuracy": 0.9418, "top5_accuracy": 0.996 }, { "loss": 0.6697536910057068, "top1_accuracy": 0.9398, "top5_accuracy": 0.9954 }, { "loss": 0.662115814781189, "top1_accuracy": 0.9416, "top5_accuracy": 0.9964 }, { "loss": 0.6755685237884521, "top1_accuracy": 0.9354, "top5_accuracy": 0.9966 }, { "loss": 0.6712295763969421, "top1_accuracy": 0.9376, "top5_accuracy": 0.9968 }, { "loss": 0.6667105060577393, "top1_accuracy": 0.9422, "top5_accuracy": 0.9966 }, { "loss": 0.6647749784469604, "top1_accuracy": 0.9416, "top5_accuracy": 0.9958 }, { "loss": 0.6554629587173462, "top1_accuracy": 0.9444, "top5_accuracy": 0.997 }, { "loss": 0.6588564436912536, "top1_accuracy": 0.9444, "top5_accuracy": 0.9954 }, { "loss": 0.6613524774551391, "top1_accuracy": 0.9432, "top5_accuracy": 0.9964 }, { "loss": 0.6545907620429993, "top1_accuracy": 0.9452, "top5_accuracy": 0.9976 }, { "loss": 0.6573523313522339, "top1_accuracy": 0.9448, "top5_accuracy": 0.9966 }, { "loss": 0.6575459663391113, "top1_accuracy": 0.9432, "top5_accuracy": 0.9962 }, { "loss": 0.6522058950424194, "top1_accuracy": 0.9468, "top5_accuracy": 0.9964 }, { "loss": 0.6538012879371643, "top1_accuracy": 0.944, "top5_accuracy": 0.9962 }, { "loss": 0.6635126874923706, "top1_accuracy": 0.9444, "top5_accuracy": 0.9956 }, { "loss": 0.6546077211380005, "top1_accuracy": 0.9464, "top5_accuracy": 0.9954 }, { "loss": 0.6619470626831054, "top1_accuracy": 0.9436, "top5_accuracy": 0.9952 }, { "loss": 0.6501377465248108, "top1_accuracy": 0.9466, "top5_accuracy": 0.9962 }, { "loss": 0.6569735429763794, "top1_accuracy": 0.9456, "top5_accuracy": 0.9956 }, { "loss": 0.6500298215866089, "top1_accuracy": 0.9464, "top5_accuracy": 0.9958 }, { "loss": 0.6590706087112427, "top1_accuracy": 0.943, "top5_accuracy": 0.997 }, { "loss": 0.6522230773925781, "top1_accuracy": 0.9456, "top5_accuracy": 0.9972 }, { "loss": 0.6524852861404419, "top1_accuracy": 0.9458, "top5_accuracy": 0.9958 }, { "loss": 0.6523166101455689, "top1_accuracy": 0.9466, "top5_accuracy": 0.996 }, { "loss": 0.6508383321762085, "top1_accuracy": 0.9464, "top5_accuracy": 0.996 }, { "loss": 0.6530701581954956, "top1_accuracy": 0.944, "top5_accuracy": 0.9974 }, { "loss": 0.6490222305297851, "top1_accuracy": 0.9456, "top5_accuracy": 0.996 }, { "loss": 0.6558287614822388, "top1_accuracy": 0.946, "top5_accuracy": 0.9966 }, { "loss": 0.6511310823440551, "top1_accuracy": 0.9456, "top5_accuracy": 0.9944 }, { "loss": 0.653159759902954, "top1_accuracy": 0.9448, "top5_accuracy": 0.9948 }, { "loss": 0.6520591346740723, "top1_accuracy": 0.9464, "top5_accuracy": 0.9952 }, { "loss": 0.6517483045578003, "top1_accuracy": 0.9454, "top5_accuracy": 0.9954 }, { "loss": 0.642432144165039, "top1_accuracy": 0.949, "top5_accuracy": 0.9978 }, { "loss": 0.6525473781585693, "top1_accuracy": 0.9468, "top5_accuracy": 0.9962 }, { "loss": 0.6462982151031494, "top1_accuracy": 0.9488, "top5_accuracy": 0.9964 }, { "loss": 0.6537526126861573, "top1_accuracy": 0.9462, "top5_accuracy": 0.9934 }, { "loss": 0.654086068725586, "top1_accuracy": 0.9464, "top5_accuracy": 0.9938 }, { "loss": 0.659670977115631, "top1_accuracy": 0.9416, "top5_accuracy": 0.9966 }, { "loss": 0.6492797805786132, "top1_accuracy": 0.9452, "top5_accuracy": 0.9958 }, { "loss": 0.6508986340522767, "top1_accuracy": 0.9456, "top5_accuracy": 0.995 }, { "loss": 0.6551695367813111, "top1_accuracy": 0.9446, "top5_accuracy": 0.997 }, { "loss": 0.6492331976890564, "top1_accuracy": 0.9492, "top5_accuracy": 0.9964 }, { "loss": 0.648197682762146, "top1_accuracy": 0.9466, "top5_accuracy": 0.995 }, { "loss": 0.6481330821990967, "top1_accuracy": 0.948, "top5_accuracy": 0.995 }, { "loss": 0.6518147441864014, "top1_accuracy": 0.9472, "top5_accuracy": 0.995 }, { "loss": 0.6511436734199524, "top1_accuracy": 0.9492, "top5_accuracy": 0.9954 }, { "loss": 0.6497434461593627, "top1_accuracy": 0.9462, "top5_accuracy": 0.9972 }, { "loss": 0.6497223794937134, "top1_accuracy": 0.9476, "top5_accuracy": 0.9968 }, { "loss": 0.6502529042243957, "top1_accuracy": 0.9464, "top5_accuracy": 0.9978 }, { "loss": 0.649278637123108, "top1_accuracy": 0.9476, "top5_accuracy": 0.995 }, { "loss": 0.6443317941665649, "top1_accuracy": 0.9496, "top5_accuracy": 0.996 }, { "loss": 0.6485543866157532, "top1_accuracy": 0.946, "top5_accuracy": 0.996 }, { "loss": 0.6450749137878418, "top1_accuracy": 0.949, "top5_accuracy": 0.9956 }, { "loss": 0.6465171731948852, "top1_accuracy": 0.9492, "top5_accuracy": 0.9958 }, { "loss": 0.6441652157783508, "top1_accuracy": 0.9508, "top5_accuracy": 0.9964 }, { "loss": 0.647889365196228, "top1_accuracy": 0.9478, "top5_accuracy": 0.9954 }, { "loss": 0.6485425281524658, "top1_accuracy": 0.9478, "top5_accuracy": 0.9962 }, { "loss": 0.6456400271415711, "top1_accuracy": 0.9478, "top5_accuracy": 0.9954 }, { "loss": 0.6416835966110229, "top1_accuracy": 0.9492, "top5_accuracy": 0.9962 }, { "loss": 0.6413727167129517, "top1_accuracy": 0.949, "top5_accuracy": 0.996 }, { "loss": 0.6446363237380981, "top1_accuracy": 0.95, "top5_accuracy": 0.9972 }, { "loss": 0.6479543386459351, "top1_accuracy": 0.9482, "top5_accuracy": 0.997 }, { "loss": 0.6402364433288574, "top1_accuracy": 0.951, "top5_accuracy": 0.9952 }, { "loss": 0.6459342615127563, "top1_accuracy": 0.9482, "top5_accuracy": 0.9958 }, { "loss": 0.6420637008666992, "top1_accuracy": 0.9494, "top5_accuracy": 0.9954 }, { "loss": 0.6396591923713684, "top1_accuracy": 0.9514, "top5_accuracy": 0.9942 }, { "loss": 0.6444846625328065, "top1_accuracy": 0.9486, "top5_accuracy": 0.9952 }, { "loss": 0.6432610736846924, "top1_accuracy": 0.948, "top5_accuracy": 0.9946 }, { "loss": 0.6413779826164245, "top1_accuracy": 0.9488, "top5_accuracy": 0.9948 }, { "loss": 0.6420025646209717, "top1_accuracy": 0.9494, "top5_accuracy": 0.9944 }, { "loss": 0.6438083647727967, "top1_accuracy": 0.9482, "top5_accuracy": 0.9962 }, { "loss": 0.6411604232788086, "top1_accuracy": 0.9508, "top5_accuracy": 0.9958 }, { "loss": 0.6398676469802856, "top1_accuracy": 0.9518, "top5_accuracy": 0.9952 }, { "loss": 0.6474987972259522, "top1_accuracy": 0.949, "top5_accuracy": 0.996 }, { "loss": 0.6429427923202514, "top1_accuracy": 0.9484, "top5_accuracy": 0.996 }, { "loss": 0.6421461920738221, "top1_accuracy": 0.9496, "top5_accuracy": 0.9956 }, { "loss": 0.6415388345718384, "top1_accuracy": 0.9504, "top5_accuracy": 0.996 }, { "loss": 0.641724702835083, "top1_accuracy": 0.9498, "top5_accuracy": 0.996 }, { "loss": 0.6425767663955688, "top1_accuracy": 0.9492, "top5_accuracy": 0.997 }, { "loss": 0.6421456512451171, "top1_accuracy": 0.9514, "top5_accuracy": 0.9958 }, { "loss": 0.639666037940979, "top1_accuracy": 0.9498, "top5_accuracy": 0.9952 }, { "loss": 0.6433265859603882, "top1_accuracy": 0.9498, "top5_accuracy": 0.996 }, { "loss": 0.6444497274398804, "top1_accuracy": 0.9488, "top5_accuracy": 0.9956 }, { "loss": 0.6422624755859375, "top1_accuracy": 0.9496, "top5_accuracy": 0.9956 }, { "loss": 0.6441110692977905, "top1_accuracy": 0.9486, "top5_accuracy": 0.9954 }, { "loss": 0.6414126502990722, "top1_accuracy": 0.9496, "top5_accuracy": 0.9958 }, { "loss": 0.6411577777862549, "top1_accuracy": 0.9488, "top5_accuracy": 0.9956 }, { "loss": 0.6409227998733521, "top1_accuracy": 0.9508, "top5_accuracy": 0.9964 }, { "loss": 0.6425206146240234, "top1_accuracy": 0.949, "top5_accuracy": 0.9964 }, { "loss": 0.6415435657501221, "top1_accuracy": 0.949, "top5_accuracy": 0.9966 }, { "loss": 0.6409120973587036, "top1_accuracy": 0.9494, "top5_accuracy": 0.9952 }, { "loss": 0.6404069873809815, "top1_accuracy": 0.9504, "top5_accuracy": 0.9952 }, { "loss": 0.6401499006271363, "top1_accuracy": 0.9502, "top5_accuracy": 0.995 }, { "loss": 0.6398466536521912, "top1_accuracy": 0.952, "top5_accuracy": 0.9956 }, { "loss": 0.6389531274795532, "top1_accuracy": 0.952, "top5_accuracy": 0.9958 }, { "loss": 0.6379208518981934, "top1_accuracy": 0.9518, "top5_accuracy": 0.9964 }, { "loss": 0.6392138553619384, "top1_accuracy": 0.9508, "top5_accuracy": 0.996 }, { "loss": 0.6390901334762573, "top1_accuracy": 0.951, "top5_accuracy": 0.9956 }, { "loss": 0.6381320875167846, "top1_accuracy": 0.952, "top5_accuracy": 0.9958 }, { "loss": 0.6363118362426757, "top1_accuracy": 0.9526, "top5_accuracy": 0.996 }, { "loss": 0.6366554206848144, "top1_accuracy": 0.9522, "top5_accuracy": 0.9958 }, { "loss": 0.6378246614456177, "top1_accuracy": 0.9512, "top5_accuracy": 0.9962 }, { "loss": 0.639302108001709, "top1_accuracy": 0.9504, "top5_accuracy": 0.996 }, { "loss": 0.6376536771774292, "top1_accuracy": 0.952, "top5_accuracy": 0.996 }, { "loss": 0.6376032732009888, "top1_accuracy": 0.951, "top5_accuracy": 0.9954 }, { "loss": 0.6374133142471313, "top1_accuracy": 0.952, "top5_accuracy": 0.9956 }, { "loss": 0.6375392021179199, "top1_accuracy": 0.9512, "top5_accuracy": 0.9962 }, { "loss": 0.6371789682388306, "top1_accuracy": 0.9518, "top5_accuracy": 0.9958 }, { "loss": 0.6380455207824707, "top1_accuracy": 0.9514, "top5_accuracy": 0.996 }, { "loss": 0.6375497420310974, "top1_accuracy": 0.952, "top5_accuracy": 0.9956 }, { "loss": 0.6383299674987793, "top1_accuracy": 0.9512, "top5_accuracy": 0.9956 }, { "loss": 0.6385366188049316, "top1_accuracy": 0.9514, "top5_accuracy": 0.9952 }, { "loss": 0.6384960832595825, "top1_accuracy": 0.9512, "top5_accuracy": 0.9956 }, { "loss": 0.6383674186706543, "top1_accuracy": 0.951, "top5_accuracy": 0.9956 }, { "loss": 0.6382223104476928, "top1_accuracy": 0.9514, "top5_accuracy": 0.9956 }, { "loss": 0.6383162977218628, "top1_accuracy": 0.9508, "top5_accuracy": 0.9956 }, { "loss": 0.6382834202766419, "top1_accuracy": 0.9514, "top5_accuracy": 0.9956 }, { "loss": 0.6382328528404236, "top1_accuracy": 0.9514, "top5_accuracy": 0.9956 }, { "loss": 0.6382120593070983, "top1_accuracy": 0.9518, "top5_accuracy": 0.9956 }, { "loss": 0.6381928991317749, "top1_accuracy": 0.9516, "top5_accuracy": 0.9956 }, { "loss": 0.6382112482070923, "top1_accuracy": 0.9516, "top5_accuracy": 0.9956 }, { "loss": 0.6382133829116822, "top1_accuracy": 0.9516, "top5_accuracy": 0.9956 } ], "test": { "loss": 0.6478514369010925, "top1_accuracy": 0.9476, "top5_accuracy": 0.9951 }, "num_params": 9542384 }