{"train_lr": 9.999999999999953e-07, "train_loss": 6.974633616128033, "test_loss": 6.890675761482933, "test_acc1": 0.23200001203536988, "test_acc5": 0.9360000400352478, "epoch": 0, "n_parameters": 19845712} {"train_lr": 9.999999999999953e-07, "train_loss": 6.9245557071303105, "test_loss": 6.858649770418803, "test_acc1": 0.3640000136566162, "test_acc5": 1.5580000422668456, "epoch": 1, "n_parameters": 19845712} {"train_lr": 0.0004007999999999919, "train_loss": 6.573624874095169, "test_loss": 5.644855777422587, "test_acc1": 5.3280001537323, "test_acc5": 16.88600046813965, "epoch": 2, "n_parameters": 19845712} {"train_lr": 0.0008006000000000176, "train_loss": 6.175423252496788, "test_loss": 4.918501774470012, "test_acc1": 11.560000274200439, "test_acc5": 29.66600085266113, "epoch": 3, "n_parameters": 19845712} {"train_lr": 0.0012004000000000285, "train_loss": 5.8224964091341365, "test_loss": 4.202290422988661, "test_acc1": 19.762000529785155, "test_acc5": 42.91000126281738, "epoch": 4, "n_parameters": 19845712} {"train_lr": 0.0016001999999999824, "train_loss": 5.401109211927028, "test_loss": 3.380740266857725, "test_acc1": 31.14600090423584, "test_acc5": 57.44600180480957, "epoch": 5, "n_parameters": 19845712} {"train_lr": 0.0019986363870807653, "train_loss": 4.935153796423158, "test_loss": 2.84230749354218, "test_acc1": 38.73800112640381, "test_acc5": 65.87000191040039, "epoch": 6, "n_parameters": 19845712} {"train_lr": 0.0019980365947861213, "train_loss": 4.441930272167535, "test_loss": 2.373746041998719, "test_acc1": 47.04200124633789, "test_acc5": 73.0640017932129, "epoch": 7, "n_parameters": 19845712} {"train_lr": 0.0019973279048383337, "train_loss": 4.140944715836446, "test_loss": 2.115707090406707, "test_acc1": 51.680001307983396, "test_acc5": 77.02600246582031, "epoch": 8, "n_parameters": 19845712} {"train_lr": 0.0019965103949532445, "train_loss": 3.953309571047386, "test_loss": 1.999940088300994, "test_acc1": 54.2280015045166, "test_acc5": 78.87400272888183, "epoch": 9, "n_parameters": 19845712} {"train_lr": 0.0019955841547800715, "train_loss": 3.7915233378882984, "test_loss": 1.8229960054159164, "test_acc1": 58.246001251220704, "test_acc5": 81.68800230407714, "epoch": 10, "n_parameters": 19845712} {"train_lr": 0.0019945492858914116, "train_loss": 3.6538313614378732, "test_loss": 1.7348122416120586, "test_acc1": 59.66400172546387, "test_acc5": 82.78600276855468, "epoch": 11, "n_parameters": 19845712} {"train_lr": 0.0019934059017723614, "train_loss": 3.5735210113578755, "test_loss": 1.665374939640363, "test_acc1": 61.18800184509277, "test_acc5": 84.05800246582031, "epoch": 12, "n_parameters": 19845712} {"train_lr": 0.0019921541278078774, "train_loss": 3.4738431858311265, "test_loss": 1.591107763575785, "test_acc1": 62.59800183410645, "test_acc5": 84.69800268127442, "epoch": 13, "n_parameters": 19845712} {"train_lr": 0.0019907941012690692, "train_loss": 3.4099889818808253, "test_loss": 1.555929132031672, "test_acc1": 63.46400210632324, "test_acc5": 85.23800281921386, "epoch": 14, "n_parameters": 19845712} {"train_lr": 0.0019893259712981484, "train_loss": 3.348008591684697, "test_loss": 1.5148265415971929, "test_acc1": 64.49200200439454, "test_acc5": 85.90800257995606, "epoch": 15, "n_parameters": 19845712} {"train_lr": 0.0019877498988920997, "train_loss": 3.299027872790726, "test_loss": 1.4760700834519935, "test_acc1": 65.12800201721191, "test_acc5": 86.39200271057129, "epoch": 16, "n_parameters": 19845712} {"train_lr": 0.0019860660568851683, "train_loss": 3.267296603210062, "test_loss": 1.4726862780975574, "test_acc1": 65.43600157897949, "test_acc5": 86.72800274902343, "epoch": 17, "n_parameters": 19845712} {"train_lr": 0.0019842746299293954, "train_loss": 3.216465709878386, "test_loss": 1.429855232889002, "test_acc1": 66.0480018170166, "test_acc5": 87.21800254699707, "epoch": 18, "n_parameters": 19845712} {"train_lr": 0.0019823758144750267, "train_loss": 3.1841584298012258, "test_loss": 1.4375121620568363, "test_acc1": 66.16400194702149, "test_acc5": 87.16000273742675, "epoch": 19, "n_parameters": 19845712} {"train_lr": 0.0019803698187486067, "train_loss": 3.145964727103472, "test_loss": 1.3822914009744471, "test_acc1": 67.34000178039551, "test_acc5": 87.67400248413085, "epoch": 20, "n_parameters": 19845712} {"train_lr": 0.0019782568627301467, "train_loss": 3.120711505698929, "test_loss": 1.3536149209195918, "test_acc1": 67.8180022314453, "test_acc5": 87.87600279235839, "epoch": 21, "n_parameters": 19845712} {"train_lr": 0.0019760371781290314, "train_loss": 3.092155669685557, "test_loss": 1.355666269858678, "test_acc1": 67.68000210205078, "test_acc5": 88.03400242919922, "epoch": 22, "n_parameters": 19845712} {"train_lr": 0.001973711008358824, "train_loss": 3.0645253175644758, "test_loss": 1.3328297946489218, "test_acc1": 68.13000196899414, "test_acc5": 88.38000290344239, "epoch": 23, "n_parameters": 19845712} {"train_lr": 0.0019712786085100717, "train_loss": 3.059207299987761, "test_loss": 1.3198301038055709, "test_acc1": 68.38800167297363, "test_acc5": 88.59800256896973, "epoch": 24, "n_parameters": 19845712} {"train_lr": 0.001968740245323006, "train_loss": 3.033417922939709, "test_loss": 1.2870983436252132, "test_acc1": 68.92000202331543, "test_acc5": 88.7860024005127, "epoch": 25, "n_parameters": 19845712} {"train_lr": 0.0019660961971576653, "train_loss": 3.0164700957368034, "test_loss": 1.311700085347349, "test_acc1": 68.75400190185547, "test_acc5": 88.72200259460449, "epoch": 26, "n_parameters": 19845712} {"train_lr": 0.001963346753963693, "train_loss": 2.987683414817333, "test_loss": 1.2827676819129423, "test_acc1": 69.11600221862793, "test_acc5": 88.96800264892578, "epoch": 27, "n_parameters": 19845712} {"train_lr": 0.001960492217248555, "train_loss": 2.9696799133845464, "test_loss": 1.3023778868444038, "test_acc1": 69.03200210021973, "test_acc5": 88.90400286193848, "epoch": 28, "n_parameters": 19845712} {"train_lr": 0.001957532900044387, "train_loss": 2.955172313536576, "test_loss": 1.2618327235633677, "test_acc1": 69.72000243286132, "test_acc5": 89.30200238647461, "epoch": 29, "n_parameters": 19845712} {"train_lr": 0.001954469126873758, "train_loss": 2.937949596858806, "test_loss": 1.2513889011108514, "test_acc1": 69.82400216186524, "test_acc5": 89.32200257446289, "epoch": 30, "n_parameters": 19845712} {"train_lr": 0.0019513012337137013, "train_loss": 2.933852074457873, "test_loss": 1.2337130886135679, "test_acc1": 70.13800231567383, "test_acc5": 89.54000230285645, "epoch": 31, "n_parameters": 19845712} {"train_lr": 0.0019480295679595498, "train_loss": 2.9221048774383815, "test_loss": 1.253175034215956, "test_acc1": 70.08400262878418, "test_acc5": 89.52000257263184, "epoch": 32, "n_parameters": 19845712} {"train_lr": 0.001944654488386279, "train_loss": 2.8991794142124654, "test_loss": 1.2403500373616363, "test_acc1": 69.98600226867676, "test_acc5": 89.36200229919433, "epoch": 33, "n_parameters": 19845712} {"train_lr": 0.0019411763651094522, "train_loss": 2.895596118996755, "test_loss": 1.2311239396080826, "test_acc1": 70.39600247009277, "test_acc5": 89.72400273010254, "epoch": 34, "n_parameters": 19845712} {"train_lr": 0.0019375955795444654, "train_loss": 2.887105918783459, "test_loss": 1.2208670982808778, "test_acc1": 70.65200235351563, "test_acc5": 89.88200212646484, "epoch": 35, "n_parameters": 19845712} {"train_lr": 0.0019339125243647028, "train_loss": 2.876707271515704, "test_loss": 1.2263346436348828, "test_acc1": 70.73200234008789, "test_acc5": 89.79600249023437, "epoch": 36, "n_parameters": 19845712} {"train_lr": 0.0019301276034588161, "train_loss": 2.8628066240264167, "test_loss": 1.222246884396582, "test_acc1": 70.73800220520019, "test_acc5": 90.0000025567627, "epoch": 37, "n_parameters": 19845712} {"train_lr": 0.0019262412318859438, "train_loss": 2.8584372416960537, "test_loss": 1.1948509947820143, "test_acc1": 70.94800246582031, "test_acc5": 90.08800231140137, "epoch": 38, "n_parameters": 19845712} {"train_lr": 0.0019222538358305567, "train_loss": 2.8453147760826907, "test_loss": 1.188461032780734, "test_acc1": 71.28600227600097, "test_acc5": 90.1320026171875, "epoch": 39, "n_parameters": 19845712} {"train_lr": 0.001918165852555554, "train_loss": 2.827853404289241, "test_loss": 1.1913008644725338, "test_acc1": 71.42200290771484, "test_acc5": 90.31000270141601, "epoch": 40, "n_parameters": 19845712} {"train_lr": 0.0019139777303543704, "train_loss": 2.8346170813536093, "test_loss": 1.2183593714779073, "test_acc1": 70.71600215637207, "test_acc5": 89.90000250305175, "epoch": 41, "n_parameters": 19845712} {"train_lr": 0.0019096899285018238, "train_loss": 2.82002105270263, "test_loss": 1.185781092806296, "test_acc1": 71.05600267456055, "test_acc5": 90.09800273742675, "epoch": 42, "n_parameters": 19845712} {"train_lr": 0.0019053029172036347, "train_loss": 2.8115823656963785, "test_loss": 1.1759897389195182, "test_acc1": 71.54400241455077, "test_acc5": 90.36800242248535, "epoch": 43, "n_parameters": 19845712} {"train_lr": 0.0019008171775451975, "train_loss": 2.79441539158257, "test_loss": 1.191914971579205, "test_acc1": 71.25800260192871, "test_acc5": 90.22800271484375, "epoch": 44, "n_parameters": 19845712} {"train_lr": 0.0018962332014382094, "train_loss": 2.7884244943360725, "test_loss": 1.2040546491290585, "test_acc1": 71.0680024963379, "test_acc5": 90.19600252319336, "epoch": 45, "n_parameters": 19845712} {"train_lr": 0.001891551491567433, "train_loss": 2.787377625799103, "test_loss": 1.1711824080257704, "test_acc1": 71.80400259277344, "test_acc5": 90.43200244750976, "epoch": 46, "n_parameters": 19845712} {"train_lr": 0.0018867725613350395, "train_loss": 2.77422986794814, "test_loss": 1.1858044623425512, "test_acc1": 71.06600206665038, "test_acc5": 90.27800260803222, "epoch": 47, "n_parameters": 19845712} {"train_lr": 0.0018818969348046717, "train_loss": 2.7792664121666686, "test_loss": 1.1459932241475943, "test_acc1": 72.19800215942382, "test_acc5": 90.58800237487793, "epoch": 48, "n_parameters": 19845712} {"train_lr": 0.0018769251466436553, "train_loss": 2.759261055744523, "test_loss": 1.1696377017281272, "test_acc1": 71.76400245300293, "test_acc5": 90.48600219116211, "epoch": 49, "n_parameters": 19845712} {"train_lr": 0.0018718577420645938, "train_loss": 2.7669581450480254, "test_loss": 1.1672287213079857, "test_acc1": 71.48800251586914, "test_acc5": 90.3480025970459, "epoch": 50, "n_parameters": 19845712} {"train_lr": 0.0018666952767654964, "train_loss": 2.740985550373483, "test_loss": 1.1462868479165165, "test_acc1": 72.17400243103027, "test_acc5": 90.67600253356933, "epoch": 51, "n_parameters": 19845712} {"train_lr": 0.0018614383168689137, "train_loss": 2.7444397528632747, "test_loss": 1.1557414323994608, "test_acc1": 72.46000252990723, "test_acc5": 90.62000232727051, "epoch": 52, "n_parameters": 19845712} {"train_lr": 0.0018560874388597434, "train_loss": 2.729299522489667, "test_loss": 1.1325757124207236, "test_acc1": 72.27000237792969, "test_acc5": 90.79400241760254, "epoch": 53, "n_parameters": 19845712} {"train_lr": 0.0018506432295219307, "train_loss": 2.7455139393619685, "test_loss": 1.1443424771229427, "test_acc1": 72.00800252807618, "test_acc5": 90.7800023828125, "epoch": 54, "n_parameters": 19845712} {"train_lr": 0.0018451062858744953, "train_loss": 2.733261768313811, "test_loss": 1.135145090746157, "test_acc1": 72.46600244812012, "test_acc5": 90.83600251098633, "epoch": 55, "n_parameters": 19845712} {"train_lr": 0.0018394772151057238, "train_loss": 2.7316578957531377, "test_loss": 1.1569777578115463, "test_acc1": 71.98000225097657, "test_acc5": 90.67400247863769, "epoch": 56, "n_parameters": 19845712} {"train_lr": 0.0018337566345065688, "train_loss": 2.702445961588578, "test_loss": 1.1471027311953632, "test_acc1": 72.28000236328126, "test_acc5": 90.69800249084473, "epoch": 57, "n_parameters": 19845712} {"train_lr": 0.0018279451714031977, "train_loss": 2.7166874832053076, "test_loss": 1.1269750455112169, "test_acc1": 72.67000235229492, "test_acc5": 90.88000260070801, "epoch": 58, "n_parameters": 19845712} {"train_lr": 0.001822043463088011, "train_loss": 2.713190349743521, "test_loss": 1.1150940024491511, "test_acc1": 72.74600257629395, "test_acc5": 91.06400281982422, "epoch": 59, "n_parameters": 19845712} {"train_lr": 0.001816052156749885, "train_loss": 2.701980384896032, "test_loss": 1.1266431573665503, "test_acc1": 72.28200275756836, "test_acc5": 91.13800266540527, "epoch": 60, "n_parameters": 19845712} {"train_lr": 0.001809971909403067, "train_loss": 2.700376314296425, "test_loss": 1.1170911621866804, "test_acc1": 72.50000262207031, "test_acc5": 91.1740021459961, "epoch": 61, "n_parameters": 19845712} {"train_lr": 0.0018038033878151612, "train_loss": 2.693876964201649, "test_loss": 1.1220232031562112, "test_acc1": 72.7440022088623, "test_acc5": 91.11800251281738, "epoch": 62, "n_parameters": 19845712} {"train_lr": 0.001797547268434101, "train_loss": 2.688143559639974, "test_loss": 1.111940111174728, "test_acc1": 72.71400235168457, "test_acc5": 91.09200234863282, "epoch": 63, "n_parameters": 19845712} {"train_lr": 0.0017912042373137995, "train_loss": 2.689718858300925, "test_loss": 1.1167386278058544, "test_acc1": 73.03800236816406, "test_acc5": 91.10000241210938, "epoch": 64, "n_parameters": 19845712} {"train_lr": 0.0017847749900392264, "train_loss": 2.6763124869977064, "test_loss": 1.106956854914174, "test_acc1": 72.87800245727539, "test_acc5": 91.19400234619141, "epoch": 65, "n_parameters": 19845712} {"train_lr": 0.0017782602316496804, "train_loss": 2.6771105895463605, "test_loss": 1.1127193809458704, "test_acc1": 73.02200241149902, "test_acc5": 91.37000263671875, "epoch": 66, "n_parameters": 19845712} {"train_lr": 0.0017716606765619024, "train_loss": 2.670085707752348, "test_loss": 1.112380012869835, "test_acc1": 72.91200241699218, "test_acc5": 91.09600254394532, "epoch": 67, "n_parameters": 19845712} {"train_lr": 0.0017649770484915045, "train_loss": 2.6710587028119206, "test_loss": 1.13170992695924, "test_acc1": 72.93800235290527, "test_acc5": 91.23400231994628, "epoch": 68, "n_parameters": 19845712} {"train_lr": 0.0017582100803734976, "train_loss": 2.662550568985615, "test_loss": 1.138840543501305, "test_acc1": 72.63000244018555, "test_acc5": 90.93600264770508, "epoch": 69, "n_parameters": 19845712} {"train_lr": 0.0017513605142822945, "train_loss": 2.6631327446559063, "test_loss": 1.124354054982012, "test_acc1": 72.78000233520508, "test_acc5": 91.06800254455567, "epoch": 70, "n_parameters": 19845712} {"train_lr": 0.0017444291013499857, "train_loss": 2.654574952584853, "test_loss": 1.1162842272809057, "test_acc1": 72.97200246459961, "test_acc5": 91.23800259155273, "epoch": 71, "n_parameters": 19845712} {"train_lr": 0.0017374166016841382, "train_loss": 2.642946639578405, "test_loss": 1.1121330744389333, "test_acc1": 72.98400224365234, "test_acc5": 91.380002399292, "epoch": 72, "n_parameters": 19845712} {"train_lr": 0.0017303237842843022, "train_loss": 2.640840866463743, "test_loss": 1.1033879721706563, "test_acc1": 73.05600252563477, "test_acc5": 91.35200249938964, "epoch": 73, "n_parameters": 19845712} {"train_lr": 0.0017231514269578294, "train_loss": 2.6541091463119866, "test_loss": 1.1121285819646083, "test_acc1": 72.83600215454102, "test_acc5": 91.07400282165527, "epoch": 74, "n_parameters": 19845712} {"train_lr": 0.0017159003162346147, "train_loss": 2.6362674019271903, "test_loss": 1.1122871461239727, "test_acc1": 73.1080027508545, "test_acc5": 91.27400240600586, "epoch": 75, "n_parameters": 19845712} {"train_lr": 0.0017085712472806156, "train_loss": 2.627093989952958, "test_loss": 1.1096107882983757, "test_acc1": 72.86600265625, "test_acc5": 91.22400245544434, "epoch": 76, "n_parameters": 19845712} {"train_lr": 0.0017011650238107918, "train_loss": 2.6381883446832926, "test_loss": 1.1014085059816188, "test_acc1": 73.20800234436035, "test_acc5": 91.44400256408692, "epoch": 77, "n_parameters": 19845712} {"train_lr": 0.0016936824580010095, "train_loss": 2.622765879503352, "test_loss": 1.0846484730189496, "test_acc1": 73.47800273376465, "test_acc5": 91.52200260620117, "epoch": 78, "n_parameters": 19845712} {"train_lr": 0.0016861243703990081, "train_loss": 2.6219193023457517, "test_loss": 1.06808855068503, "test_acc1": 73.68000250488281, "test_acc5": 91.72600260681152, "epoch": 79, "n_parameters": 19845712} {"train_lr": 0.0016784915898342416, "train_loss": 2.6111873708707063, "test_loss": 1.0876853569890514, "test_acc1": 73.55000230590821, "test_acc5": 91.50400253356933, "epoch": 80, "n_parameters": 19845712} {"train_lr": 0.0016707849533270642, "train_loss": 2.6114163422565477, "test_loss": 1.0735725164413452, "test_acc1": 73.58200259887695, "test_acc5": 91.57000267578125, "epoch": 81, "n_parameters": 19845712} {"train_lr": 0.001663005305997004, "train_loss": 2.61434992211614, "test_loss": 1.1047948598861694, "test_acc1": 73.33400205627441, "test_acc5": 91.40000240844726, "epoch": 82, "n_parameters": 19845712} {"train_lr": 0.00165515350097013, "train_loss": 2.6074016607827324, "test_loss": 1.100425201157729, "test_acc1": 73.20200227539063, "test_acc5": 91.446002734375, "epoch": 83, "n_parameters": 19845712} {"train_lr": 0.0016472303992853623, "train_loss": 2.603999576432337, "test_loss": 1.0835690581888864, "test_acc1": 73.61400217529297, "test_acc5": 91.41800256164551, "epoch": 84, "n_parameters": 19845712} {"train_lr": 0.001639236869799948, "train_loss": 2.5981160138103125, "test_loss": 1.06119648344589, "test_acc1": 73.99800267822266, "test_acc5": 91.94200217651367, "epoch": 85, "n_parameters": 19845712} {"train_lr": 0.0016311737890946014, "train_loss": 2.597010238041028, "test_loss": 1.0691416069413677, "test_acc1": 73.80000268188476, "test_acc5": 91.69600248168945, "epoch": 86, "n_parameters": 19845712} {"train_lr": 0.0016230420413769352, "train_loss": 2.5906866027725686, "test_loss": 1.0543961689779253, "test_acc1": 74.08400235778808, "test_acc5": 91.78400229125977, "epoch": 87, "n_parameters": 19845712} {"train_lr": 0.0016148425183846727, "train_loss": 2.586775278492416, "test_loss": 1.0568630749529058, "test_acc1": 73.84200253967285, "test_acc5": 91.74400260864257, "epoch": 88, "n_parameters": 19845712} {"train_lr": 0.0016065761192880512, "train_loss": 2.602004905994371, "test_loss": 1.0663640826488987, "test_acc1": 73.89800261779786, "test_acc5": 91.66200283996582, "epoch": 89, "n_parameters": 19845712} {"train_lr": 0.0015982437505908074, "train_loss": 2.5879425149884443, "test_loss": 1.0607420447649378, "test_acc1": 74.09800268554687, "test_acc5": 91.73800224914551, "epoch": 90, "n_parameters": 19845712} {"train_lr": 0.0015898463260310446, "train_loss": 2.5845635833500102, "test_loss": 1.0601277599732082, "test_acc1": 74.15000241577148, "test_acc5": 91.80800243041992, "epoch": 91, "n_parameters": 19845712} {"train_lr": 0.0015813847664809541, "train_loss": 2.574415586787543, "test_loss": 1.0640447559681805, "test_acc1": 73.88600234985351, "test_acc5": 91.67000275146485, "epoch": 92, "n_parameters": 19845712} {"train_lr": 0.0015728599998459658, "train_loss": 2.565649044909161, "test_loss": 1.0877467208739482, "test_acc1": 73.73800245788574, "test_acc5": 91.56200267883301, "epoch": 93, "n_parameters": 19845712} {"train_lr": 0.001564272960962846, "train_loss": 2.5647768496657064, "test_loss": 1.0632378413821713, "test_acc1": 73.95200266235352, "test_acc5": 91.82800257019043, "epoch": 94, "n_parameters": 19845712} {"train_lr": 0.001555624591497151, "train_loss": 2.55830239094228, "test_loss": 1.0568649935902972, "test_acc1": 74.05000264953614, "test_acc5": 91.7700024420166, "epoch": 95, "n_parameters": 19845712} {"train_lr": 0.0015469158398399695, "train_loss": 2.5642025256328447, "test_loss": 1.0477375559734576, "test_acc1": 74.37800244689942, "test_acc5": 91.85800270568848, "epoch": 96, "n_parameters": 19845712} {"train_lr": 0.0015381476610041192, "train_loss": 2.562311103327764, "test_loss": 1.0606335945653194, "test_acc1": 74.25800269470214, "test_acc5": 92.03200248901368, "epoch": 97, "n_parameters": 19845712} {"train_lr": 0.001529321016519214, "train_loss": 2.546608673296958, "test_loss": 1.0399880808862774, "test_acc1": 74.63200219604492, "test_acc5": 92.00600260437012, "epoch": 98, "n_parameters": 19845712} {"train_lr": 0.0015204368743262475, "train_loss": 2.5567199624985526, "test_loss": 1.038074348234769, "test_acc1": 74.25200256286621, "test_acc5": 92.11000254211426, "epoch": 99, "n_parameters": 19845712} {"train_lr": 0.0015114962086715815, "train_loss": 2.5539311513864544, "test_loss": 1.074960066965132, "test_acc1": 73.65800267578125, "test_acc5": 91.5900025427246, "epoch": 100, "n_parameters": 19845712} {"train_lr": 0.0015024999999999741, "train_loss": 2.544894781449049, "test_loss": 1.0459597280079669, "test_acc1": 74.38000234558106, "test_acc5": 91.85600247497558, "epoch": 101, "n_parameters": 19845712} {"train_lr": 0.001493449234847066, "train_loss": 2.547553908148353, "test_loss": 1.0378612408583814, "test_acc1": 74.62400221618653, "test_acc5": 92.09800237426758, "epoch": 102, "n_parameters": 19845712} {"train_lr": 0.001484344905731176, "train_loss": 2.547773635406479, "test_loss": 1.0339994683410183, "test_acc1": 74.76600255615234, "test_acc5": 92.03000235534668, "epoch": 103, "n_parameters": 19845712} {"train_lr": 0.0014751880110446746, "train_loss": 2.536876429185021, "test_loss": 1.043423027251706, "test_acc1": 74.34000261108399, "test_acc5": 91.95800227661132, "epoch": 104, "n_parameters": 19845712} {"train_lr": 0.0014659795549442733, "train_loss": 2.5304557336844224, "test_loss": 1.03703164693081, "test_acc1": 74.61600242919921, "test_acc5": 92.0960026928711, "epoch": 105, "n_parameters": 19845712} {"train_lr": 0.001456720547240874, "train_loss": 2.540176790871685, "test_loss": 1.0528174896131863, "test_acc1": 74.13800229431152, "test_acc5": 91.96400278198242, "epoch": 106, "n_parameters": 19845712} {"train_lr": 0.001447412003289014, "train_loss": 2.5272603718925724, "test_loss": 1.0256486176089807, "test_acc1": 74.82600284118652, "test_acc5": 92.16000254516601, "epoch": 107, "n_parameters": 19845712} {"train_lr": 0.0014380549438754878, "train_loss": 2.5239683876363492, "test_loss": 1.0346419741258477, "test_acc1": 74.73800263122558, "test_acc5": 92.06400226013183, "epoch": 108, "n_parameters": 19845712} {"train_lr": 0.001428650395107264, "train_loss": 2.5077716705801008, "test_loss": 1.0353700175429836, "test_acc1": 74.81800262878419, "test_acc5": 92.15600271728516, "epoch": 109, "n_parameters": 19845712} {"train_lr": 0.0014191993882990887, "train_loss": 2.5143099599462047, "test_loss": 1.0270869359374046, "test_acc1": 74.6820022644043, "test_acc5": 92.16000245605468, "epoch": 110, "n_parameters": 19845712} {"train_lr": 0.0014097029598603777, "train_loss": 2.5138642405577416, "test_loss": 1.019437937348178, "test_acc1": 74.89200268066406, "test_acc5": 92.31800224853515, "epoch": 111, "n_parameters": 19845712} {"train_lr": 0.001400162151181645, "train_loss": 2.5064379800376084, "test_loss": 1.0154877420176158, "test_acc1": 75.02800263061523, "test_acc5": 92.18400252685547, "epoch": 112, "n_parameters": 19845712} {"train_lr": 0.0013905780085198772, "train_loss": 2.5092033245723595, "test_loss": 1.0295610775550206, "test_acc1": 74.6140024847412, "test_acc5": 92.19400255432129, "epoch": 113, "n_parameters": 19845712} {"train_lr": 0.0013809515828844105, "train_loss": 2.4964325741755307, "test_loss": 1.0300027260726148, "test_acc1": 75.00600255615234, "test_acc5": 92.30000221008301, "epoch": 114, "n_parameters": 19845712} {"train_lr": 0.0013712839299212984, "train_loss": 2.5085327156203734, "test_loss": 1.0192973485047168, "test_acc1": 74.89800225341797, "test_acc5": 92.25400238891602, "epoch": 115, "n_parameters": 19845712} {"train_lr": 0.0013615761097975877, "train_loss": 2.4851943921509214, "test_loss": 1.0034087160319993, "test_acc1": 75.21400274230957, "test_acc5": 92.52600247436523, "epoch": 116, "n_parameters": 19845712} {"train_lr": 0.0013518291870851617, "train_loss": 2.4898795031195733, "test_loss": 1.0130669447508724, "test_acc1": 75.21800252868653, "test_acc5": 92.39600231323242, "epoch": 117, "n_parameters": 19845712} {"train_lr": 0.0013420442306440435, "train_loss": 2.4763751135265037, "test_loss": 1.0171790010098256, "test_acc1": 74.73800224975587, "test_acc5": 92.3960027923584, "epoch": 118, "n_parameters": 19845712} {"train_lr": 0.001332222313504878, "train_loss": 2.4958135486125563, "test_loss": 1.0157380946206325, "test_acc1": 75.04200268432618, "test_acc5": 92.33400243408204, "epoch": 119, "n_parameters": 19845712} {"train_lr": 0.0013223645127515833, "train_loss": 2.489343394740499, "test_loss": 1.026532078331167, "test_acc1": 75.0760023400879, "test_acc5": 92.30000261413574, "epoch": 120, "n_parameters": 19845712} {"train_lr": 0.0013124719094030866, "train_loss": 2.487349051270458, "test_loss": 1.0019763832290967, "test_acc1": 75.40000228271484, "test_acc5": 92.44000246948242, "epoch": 121, "n_parameters": 19845712} {"train_lr": 0.0013025455882948362, "train_loss": 2.462687503996132, "test_loss": 1.0019045944015186, "test_acc1": 75.17000272583007, "test_acc5": 92.47600281311036, "epoch": 122, "n_parameters": 19845712} {"train_lr": 0.0012925866379597717, "train_loss": 2.4783161824269833, "test_loss": 0.9962273894837408, "test_acc1": 75.38800266052246, "test_acc5": 92.57600257568359, "epoch": 123, "n_parameters": 19845712} {"train_lr": 0.0012825961505090187, "train_loss": 2.470531467911151, "test_loss": 1.0134866395683, "test_acc1": 75.182002522583, "test_acc5": 92.52200260864258, "epoch": 124, "n_parameters": 19845712} {"train_lr": 0.001272575221512157, "train_loss": 2.465885463449881, "test_loss": 0.9953170888351671, "test_acc1": 75.53400236328125, "test_acc5": 92.58800244445801, "epoch": 125, "n_parameters": 19845712} {"train_lr": 0.0012625249498769986, "train_loss": 2.4617759134653183, "test_loss": 0.9868183370792505, "test_acc1": 75.43200277282715, "test_acc5": 92.71200241394043, "epoch": 126, "n_parameters": 19845712} {"train_lr": 0.001252446437729037, "train_loss": 2.45692668546685, "test_loss": 1.0063423848513402, "test_acc1": 75.17400256469726, "test_acc5": 92.3500023828125, "epoch": 127, "n_parameters": 19845712} {"train_lr": 0.0012423407902906738, "train_loss": 2.45223837285686, "test_loss": 0.9840134802189741, "test_acc1": 75.45800278564454, "test_acc5": 92.73200253967285, "epoch": 128, "n_parameters": 19845712} {"train_lr": 0.0012322091157601091, "train_loss": 2.457939889862669, "test_loss": 0.9856788504755858, "test_acc1": 75.69600257385254, "test_acc5": 92.65200266418456, "epoch": 129, "n_parameters": 19845712} {"train_lr": 0.001222052525189583, "train_loss": 2.4535195528269766, "test_loss": 0.9901942597194151, "test_acc1": 75.57800251464843, "test_acc5": 92.62800247009277, "epoch": 130, "n_parameters": 19845712} {"train_lr": 0.0012118721323636779, "train_loss": 2.456378412808922, "test_loss": 0.9836575576301777, "test_acc1": 75.58400265991212, "test_acc5": 92.894002578125, "epoch": 131, "n_parameters": 19845712} {"train_lr": 0.0012016690536772049, "train_loss": 2.4528844753901162, "test_loss": 0.9917207050955656, "test_acc1": 75.39200216369629, "test_acc5": 92.4720023248291, "epoch": 132, "n_parameters": 19845712} {"train_lr": 0.00119144440801278, "train_loss": 2.4397534523174156, "test_loss": 0.9816474325277589, "test_acc1": 75.70000254577637, "test_acc5": 92.70200236816406, "epoch": 133, "n_parameters": 19845712} {"train_lr": 0.0011811993166179768, "train_loss": 2.4430390668334625, "test_loss": 0.9753913233677546, "test_acc1": 75.89200225341797, "test_acc5": 92.80800282958984, "epoch": 134, "n_parameters": 19845712} {"train_lr": 0.001170934902982497, "train_loss": 2.4301806956076986, "test_loss": 0.9667941187367295, "test_acc1": 75.92200239807129, "test_acc5": 92.92000252807617, "epoch": 135, "n_parameters": 19845712} {"train_lr": 0.001160652292715008, "train_loss": 2.424014572855189, "test_loss": 0.9683259515599771, "test_acc1": 76.00400217529297, "test_acc5": 92.85200248535156, "epoch": 136, "n_parameters": 19845712} {"train_lr": 0.0011503526134195741, "train_loss": 2.4246148559734593, "test_loss": 0.9625453402598699, "test_acc1": 76.02000274414063, "test_acc5": 92.928002421875, "epoch": 137, "n_parameters": 19845712} {"train_lr": 0.0011400369945721502, "train_loss": 2.4241230979049617, "test_loss": 0.9675775470607209, "test_acc1": 75.90600241149902, "test_acc5": 92.92800289855957, "epoch": 138, "n_parameters": 19845712} {"train_lr": 0.0011297065673965083, "train_loss": 2.4225402389832444, "test_loss": 0.991220687149149, "test_acc1": 75.52400279907226, "test_acc5": 92.78800219665527, "epoch": 139, "n_parameters": 19845712} {"train_lr": 0.001119362464740389, "train_loss": 2.409873656064963, "test_loss": 0.9716232048742699, "test_acc1": 76.23600251464843, "test_acc5": 92.91800266845704, "epoch": 140, "n_parameters": 19845712} {"train_lr": 0.0011090058209513045, "train_loss": 2.414139714672697, "test_loss": 0.9690231470899149, "test_acc1": 75.89800258605958, "test_acc5": 92.8680024420166, "epoch": 141, "n_parameters": 19845712} {"train_lr": 0.0010986377717519028, "train_loss": 2.409288584066333, "test_loss": 0.9714962752027945, "test_acc1": 76.10200268493652, "test_acc5": 93.0140021533203, "epoch": 142, "n_parameters": 19845712} {"train_lr": 0.0010882594541156603, "train_loss": 2.398150847469874, "test_loss": 0.9700677758364966, "test_acc1": 75.96200258117676, "test_acc5": 92.9720024005127, "epoch": 143, "n_parameters": 19845712} {"train_lr": 0.001077872006141972, "train_loss": 2.400547459804945, "test_loss": 0.9618443415472002, "test_acc1": 76.13600289489746, "test_acc5": 93.03600248046875, "epoch": 144, "n_parameters": 19845712} {"train_lr": 0.001067476566931644, "train_loss": 2.4066304898471667, "test_loss": 0.9815223223783753, "test_acc1": 76.03000205993652, "test_acc5": 92.88200261291504, "epoch": 145, "n_parameters": 19845712} {"train_lr": 0.0010570742764617331, "train_loss": 2.393559737242669, "test_loss": 0.9802583054159627, "test_acc1": 75.9020026751709, "test_acc5": 92.8560023614502, "epoch": 146, "n_parameters": 19845712} {"train_lr": 0.0010466662754605423, "train_loss": 2.384349298705872, "test_loss": 0.9724553721872243, "test_acc1": 76.01600276306152, "test_acc5": 92.90400231872559, "epoch": 147, "n_parameters": 19845712} {"train_lr": 0.0010362537052827495, "train_loss": 2.3937689891155007, "test_loss": 0.9928241717544469, "test_acc1": 75.66800256591797, "test_acc5": 92.77200230041504, "epoch": 148, "n_parameters": 19845712} {"train_lr": 0.001025837707783931, "train_loss": 2.374250851232085, "test_loss": 0.9566233984448693, "test_acc1": 76.4240027923584, "test_acc5": 92.94000264221191, "epoch": 149, "n_parameters": 19845712} {"train_lr": 0.0010154194251956726, "train_loss": 2.3782953034392555, "test_loss": 0.9483931270061117, "test_acc1": 76.33000255187989, "test_acc5": 93.15000264038086, "epoch": 150, "n_parameters": 19845712} {"train_lr": 0.0010049999999999942, "train_loss": 2.3707305478820984, "test_loss": 0.9569996091904063, "test_acc1": 76.22200263549804, "test_acc5": 92.9920024029541, "epoch": 151, "n_parameters": 19845712} {"train_lr": 0.0009945805748043264, "train_loss": 2.3711516825224663, "test_loss": 0.9432721011566393, "test_acc1": 76.55200207702637, "test_acc5": 93.2000026147461, "epoch": 152, "n_parameters": 19845712} {"train_lr": 0.0009841622922160565, "train_loss": 2.3780175257834504, "test_loss": 0.9645526797482462, "test_acc1": 76.36200251098633, "test_acc5": 92.97200266723632, "epoch": 153, "n_parameters": 19845712} {"train_lr": 0.0009737462947172524, "train_loss": 2.3628771155238817, "test_loss": 0.9478944585178838, "test_acc1": 76.64600246398926, "test_acc5": 93.2320025402832, "epoch": 154, "n_parameters": 19845712} {"train_lr": 0.0009633337245394539, "train_loss": 2.3653465344084443, "test_loss": 0.9368084461400004, "test_acc1": 76.88000241027832, "test_acc5": 93.29400241394043, "epoch": 155, "n_parameters": 19845712} {"train_lr": 0.0009529257235382627, "train_loss": 2.357674993509107, "test_loss": 0.9500842028946588, "test_acc1": 76.56600223937988, "test_acc5": 93.2240026147461, "epoch": 156, "n_parameters": 19845712} {"train_lr": 0.0009425234330683488, "train_loss": 2.3575503533597377, "test_loss": 0.9530463658950545, "test_acc1": 76.37600245666503, "test_acc5": 93.02400255310059, "epoch": 157, "n_parameters": 19845712} {"train_lr": 0.000932127993858017, "train_loss": 2.350178969540089, "test_loss": 0.9375115903941068, "test_acc1": 76.60200259338379, "test_acc5": 93.29400265869141, "epoch": 158, "n_parameters": 19845712} {"train_lr": 0.0009217405458843423, "train_loss": 2.34068781797358, "test_loss": 0.9365866875106638, "test_acc1": 76.95600240905762, "test_acc5": 93.21600244018555, "epoch": 159, "n_parameters": 19845712} {"train_lr": 0.0009113622282480768, "train_loss": 2.355808557699815, "test_loss": 0.9203888629422043, "test_acc1": 77.10000234069824, "test_acc5": 93.52800245056153, "epoch": 160, "n_parameters": 19845712} {"train_lr": 0.0009009941790486844, "train_loss": 2.3483530873541447, "test_loss": 0.9333053953719862, "test_acc1": 76.95600230529786, "test_acc5": 93.42200244689941, "epoch": 161, "n_parameters": 19845712} {"train_lr": 0.0008906375352596069, "train_loss": 2.3452331034494915, "test_loss": 0.9559853185306896, "test_acc1": 76.63000249572754, "test_acc5": 93.08600267333985, "epoch": 162, "n_parameters": 19845712} {"train_lr": 0.0008802934326035345, "train_loss": 2.3305609474936837, "test_loss": 0.9195151031017303, "test_acc1": 77.02400282714844, "test_acc5": 93.48800222290039, "epoch": 163, "n_parameters": 19845712} {"train_lr": 0.0008699630054278556, "train_loss": 2.3235972147050807, "test_loss": 0.9500340679378221, "test_acc1": 76.7120026397705, "test_acc5": 93.1340026184082, "epoch": 164, "n_parameters": 19845712} {"train_lr": 0.0008596473865804057, "train_loss": 2.3242529625419994, "test_loss": 0.9263203225352548, "test_acc1": 77.02400244628906, "test_acc5": 93.36400282348633, "epoch": 165, "n_parameters": 19845712} {"train_lr": 0.0008493477072849649, "train_loss": 2.3175386400293294, "test_loss": 0.9263470299316175, "test_acc1": 77.02400250549316, "test_acc5": 93.43000262756348, "epoch": 166, "n_parameters": 19845712} {"train_lr": 0.0008390650970174828, "train_loss": 2.3193524874609817, "test_loss": 0.9292538527286414, "test_acc1": 77.00600248046875, "test_acc5": 93.35600256591798, "epoch": 167, "n_parameters": 19845712} {"train_lr": 0.0008288006833820049, "train_loss": 2.322245420955068, "test_loss": 0.9208216540741198, "test_acc1": 77.20000259826661, "test_acc5": 93.51400269836425, "epoch": 168, "n_parameters": 19845712} {"train_lr": 0.0008185555919871892, "train_loss": 2.3057327159731793, "test_loss": 0.9200928353450515, "test_acc1": 77.13000245178223, "test_acc5": 93.44600242858887, "epoch": 169, "n_parameters": 19845712} {"train_lr": 0.0008083309463227931, "train_loss": 2.311306944925436, "test_loss": 0.9171422875740312, "test_acc1": 77.13800215515137, "test_acc5": 93.50600246704101, "epoch": 170, "n_parameters": 19845712} {"train_lr": 0.0007981278676363332, "train_loss": 2.310249963538538, "test_loss": 0.9091255500009565, "test_acc1": 77.41800254455566, "test_acc5": 93.69600273742675, "epoch": 171, "n_parameters": 19845712} {"train_lr": 0.000787947474810457, "train_loss": 2.3048781028373253, "test_loss": 0.923426823859865, "test_acc1": 77.17800254699706, "test_acc5": 93.46600262512207, "epoch": 172, "n_parameters": 19845712} {"train_lr": 0.0007777908842399035, "train_loss": 2.301731328121859, "test_loss": 0.9113036527326612, "test_acc1": 77.34200243041992, "test_acc5": 93.62600247131347, "epoch": 173, "n_parameters": 19845712} {"train_lr": 0.00076765920970933, "train_loss": 2.3016378130081843, "test_loss": 0.9008074138652195, "test_acc1": 77.43000237060546, "test_acc5": 93.62000211547851, "epoch": 174, "n_parameters": 19845712} {"train_lr": 0.0007575535622709474, "train_loss": 2.292112218819076, "test_loss": 0.9072941661332593, "test_acc1": 77.43000260314942, "test_acc5": 93.57600266052246, "epoch": 175, "n_parameters": 19845712} {"train_lr": 0.0007474750501229816, "train_loss": 2.284346744501524, "test_loss": 0.9019672667438333, "test_acc1": 77.64400260314942, "test_acc5": 93.58800260009765, "epoch": 176, "n_parameters": 19845712} {"train_lr": 0.0007374247784878159, "train_loss": 2.2918216351934855, "test_loss": 0.9015012832753586, "test_acc1": 77.54000241210937, "test_acc5": 93.68800228027344, "epoch": 177, "n_parameters": 19845712} {"train_lr": 0.0007274038494909853, "train_loss": 2.2804597517807514, "test_loss": 0.8964629137154781, "test_acc1": 77.69800253234864, "test_acc5": 93.71600257019043, "epoch": 178, "n_parameters": 19845712} {"train_lr": 0.0007174133620402375, "train_loss": 2.2768264531993943, "test_loss": 0.8970775229461265, "test_acc1": 77.67400266174316, "test_acc5": 93.72600237365722, "epoch": 179, "n_parameters": 19845712} {"train_lr": 0.000707454411705174, "train_loss": 2.2637370170639763, "test_loss": 0.8948514806953344, "test_acc1": 77.70000236877442, "test_acc5": 93.68200242736816, "epoch": 180, "n_parameters": 19845712} {"train_lr": 0.0006975280905969458, "train_loss": 2.265460577514246, "test_loss": 0.8991212280410709, "test_acc1": 77.68600263305665, "test_acc5": 93.70200259582519, "epoch": 181, "n_parameters": 19845712} {"train_lr": 0.0006876354872484032, "train_loss": 2.267377987754145, "test_loss": 0.8935075395486571, "test_acc1": 77.79400238464355, "test_acc5": 93.71800265197754, "epoch": 182, "n_parameters": 19845712} {"train_lr": 0.0006777776864951224, "train_loss": 2.2572301742698935, "test_loss": 0.8916378310232451, "test_acc1": 77.88400244567872, "test_acc5": 93.89000248962402, "epoch": 183, "n_parameters": 19845712} {"train_lr": 0.0006679557693559406, "train_loss": 2.2604431175975965, "test_loss": 0.8893775799960801, "test_acc1": 77.78400255493165, "test_acc5": 93.86000245910644, "epoch": 184, "n_parameters": 19845712} {"train_lr": 0.0006581708129147807, "train_loss": 2.244692625949899, "test_loss": 0.8824771109855536, "test_acc1": 77.98200244750977, "test_acc5": 93.81600225036621, "epoch": 185, "n_parameters": 19845712} {"train_lr": 0.0006484238902024427, "train_loss": 2.255006419621307, "test_loss": 0.8870369823593082, "test_acc1": 77.99800238464356, "test_acc5": 93.85600255310058, "epoch": 186, "n_parameters": 19845712} {"train_lr": 0.0006387160700787324, "train_loss": 2.23189581612603, "test_loss": 0.8854081050464602, "test_acc1": 77.84600256530761, "test_acc5": 93.83800295288086, "epoch": 187, "n_parameters": 19845712} {"train_lr": 0.0006290484171156341, "train_loss": 2.238312942232731, "test_loss": 0.8851093408284765, "test_acc1": 78.02000282226562, "test_acc5": 93.96000270507813, "epoch": 188, "n_parameters": 19845712} {"train_lr": 0.000619421991480156, "train_loss": 2.2252306762835583, "test_loss": 0.8782154217813954, "test_acc1": 78.17600247436523, "test_acc5": 93.94800258789063, "epoch": 189, "n_parameters": 19845712} {"train_lr": 0.0006098378488184041, "train_loss": 2.242502315891542, "test_loss": 0.8732445960243543, "test_acc1": 78.21200256347656, "test_acc5": 93.99200247131348, "epoch": 190, "n_parameters": 19845712} {"train_lr": 0.0006002970401395667, "train_loss": 2.2319692382090195, "test_loss": 0.8779486898671497, "test_acc1": 78.15400259460449, "test_acc5": 94.06400240051269, "epoch": 191, "n_parameters": 19845712} {"train_lr": 0.0005908006117009122, "train_loss": 2.23227473223905, "test_loss": 0.8798733936114744, "test_acc1": 78.16800268798828, "test_acc5": 93.90400255065919, "epoch": 192, "n_parameters": 19845712} {"train_lr": 0.0005813496048927556, "train_loss": 2.210910727008641, "test_loss": 0.876898488989382, "test_acc1": 78.17600221862793, "test_acc5": 94.00200256774902, "epoch": 193, "n_parameters": 19845712} {"train_lr": 0.000571945056124538, "train_loss": 2.2210711626936015, "test_loss": 0.8650596898162004, "test_acc1": 78.29200239257813, "test_acc5": 94.16200280151367, "epoch": 194, "n_parameters": 19845712} {"train_lr": 0.0005625879967110111, "train_loss": 2.2157534561950047, "test_loss": 0.8726898088599696, "test_acc1": 78.33800257385253, "test_acc5": 94.04400246459961, "epoch": 195, "n_parameters": 19845712} {"train_lr": 0.000553279452759151, "train_loss": 2.205798536753483, "test_loss": 0.8541180035381606, "test_acc1": 78.49400221435548, "test_acc5": 94.19200245605468, "epoch": 196, "n_parameters": 19845712} {"train_lr": 0.000544020445055746, "train_loss": 2.207674876629687, "test_loss": 0.863109518181194, "test_acc1": 78.32600233093261, "test_acc5": 94.06400263671875, "epoch": 197, "n_parameters": 19845712} {"train_lr": 0.0005348119889552969, "train_loss": 2.2005863978231934, "test_loss": 0.8564835931315566, "test_acc1": 78.68800264099121, "test_acc5": 94.15600254455566, "epoch": 198, "n_parameters": 19845712} {"train_lr": 0.0005256550942687951, "train_loss": 2.1917133082588798, "test_loss": 0.857865139390483, "test_acc1": 78.68200229553223, "test_acc5": 94.13400229492187, "epoch": 199, "n_parameters": 19845712} {"train_lr": 0.0005165507651529303, "train_loss": 2.19929544180989, "test_loss": 0.8576626637668321, "test_acc1": 78.67200229614258, "test_acc5": 94.21400232177734, "epoch": 200, "n_parameters": 19845712} {"train_lr": 0.0005074999999999948, "train_loss": 2.1963515597805796, "test_loss": 0.8556799787012014, "test_acc1": 78.69200241455079, "test_acc5": 94.25800266784668, "epoch": 201, "n_parameters": 19845712} {"train_lr": 0.0004985037913283869, "train_loss": 2.195408992272773, "test_loss": 0.8598824217915535, "test_acc1": 78.60200250122071, "test_acc5": 94.14200267150879, "epoch": 202, "n_parameters": 19845712} {"train_lr": 0.0004895631256737284, "train_loss": 2.192370292427633, "test_loss": 0.8508022127277923, "test_acc1": 78.86600235412598, "test_acc5": 94.27400229980469, "epoch": 203, "n_parameters": 19845712} {"train_lr": 0.0004806789834808088, "train_loss": 2.171779104250131, "test_loss": 0.8403549205624696, "test_acc1": 78.914002578125, "test_acc5": 94.2920021057129, "epoch": 204, "n_parameters": 19845712} {"train_lr": 0.00047185233899589926, "train_loss": 2.1719077848177926, "test_loss": 0.8407678990201517, "test_acc1": 78.83400271240234, "test_acc5": 94.40400255126953, "epoch": 205, "n_parameters": 19845712} {"train_lr": 0.0004630841601600537, "train_loss": 2.1677480680431773, "test_loss": 0.8359751845851089, "test_acc1": 78.91600243713378, "test_acc5": 94.41600245666504, "epoch": 206, "n_parameters": 19845712} {"train_lr": 0.00045437540850286774, "train_loss": 2.171255864328046, "test_loss": 0.8481274267489259, "test_acc1": 78.6900027972412, "test_acc5": 94.33000236694336, "epoch": 207, "n_parameters": 19845712} {"train_lr": 0.00044572703903712323, "train_loss": 2.161052243291236, "test_loss": 0.8474458679556847, "test_acc1": 78.96400225708008, "test_acc5": 94.33000264587402, "epoch": 208, "n_parameters": 19845712} {"train_lr": 0.0004371400001539953, "train_loss": 2.1604389950430556, "test_loss": 0.8373745975620819, "test_acc1": 79.03200252624512, "test_acc5": 94.39200251708985, "epoch": 209, "n_parameters": 19845712} {"train_lr": 0.0004286152335190424, "train_loss": 2.1516324644513745, "test_loss": 0.8483733385801315, "test_acc1": 78.84800269287109, "test_acc5": 94.35800246520996, "epoch": 210, "n_parameters": 19845712} {"train_lr": 0.000420153673968981, "train_loss": 2.142273793617884, "test_loss": 0.8296804556792433, "test_acc1": 79.13600229309083, "test_acc5": 94.49600248168946, "epoch": 211, "n_parameters": 19845712} {"train_lr": 0.0004117562494092057, "train_loss": 2.1424143245751908, "test_loss": 0.8312338321949496, "test_acc1": 79.13200248779297, "test_acc5": 94.50000235351563, "epoch": 212, "n_parameters": 19845712} {"train_lr": 0.00040342388071194763, "train_loss": 2.1486531026024136, "test_loss": 0.8297087879795016, "test_acc1": 79.38800268310547, "test_acc5": 94.52800258300782, "epoch": 213, "n_parameters": 19845712} {"train_lr": 0.0003951574816152834, "train_loss": 2.136667694690988, "test_loss": 0.8296237330545079, "test_acc1": 79.11000236511231, "test_acc5": 94.56200261291504, "epoch": 214, "n_parameters": 19845712} {"train_lr": 0.000386957958623088, "train_loss": 2.128923339094761, "test_loss": 0.8337784147623813, "test_acc1": 79.1900024041748, "test_acc5": 94.44600210693359, "epoch": 215, "n_parameters": 19845712} {"train_lr": 0.00037882621090540595, "train_loss": 2.136095596064957, "test_loss": 0.8256310637701642, "test_acc1": 79.32400252624512, "test_acc5": 94.60000288024902, "epoch": 216, "n_parameters": 19845712} {"train_lr": 0.00037076313020005785, "train_loss": 2.1165838218230806, "test_loss": 0.8228438995552786, "test_acc1": 79.30200267211914, "test_acc5": 94.6320023980713, "epoch": 217, "n_parameters": 19845712} {"train_lr": 0.00036276960071467357, "train_loss": 2.118283702648706, "test_loss": 0.821308636304104, "test_acc1": 79.2560028753662, "test_acc5": 94.6540020074463, "epoch": 218, "n_parameters": 19845712} {"train_lr": 0.0003548464990298402, "train_loss": 2.1115455207683675, "test_loss": 0.821159122116638, "test_acc1": 79.39400254943848, "test_acc5": 94.6340024835205, "epoch": 219, "n_parameters": 19845712} {"train_lr": 0.00034699469400295937, "train_loss": 2.1120446146630365, "test_loss": 0.8106875503153512, "test_acc1": 79.66400243225098, "test_acc5": 94.6600024963379, "epoch": 220, "n_parameters": 19845712} {"train_lr": 0.00033921504667294326, "train_loss": 2.1150278153655817, "test_loss": 0.8201268857175653, "test_acc1": 79.28000249328613, "test_acc5": 94.6520026776123, "epoch": 221, "n_parameters": 19845712} {"train_lr": 0.00033150841016575726, "train_loss": 2.103508270854096, "test_loss": 0.8132515066500866, "test_acc1": 79.47000234680176, "test_acc5": 94.73400245666504, "epoch": 222, "n_parameters": 19845712} {"train_lr": 0.00032387562960095584, "train_loss": 2.099432905872377, "test_loss": 0.812144294832692, "test_acc1": 79.58200262695313, "test_acc5": 94.7560027935791, "epoch": 223, "n_parameters": 19845712} {"train_lr": 0.000316317541998952, "train_loss": 2.0911327038975736, "test_loss": 0.8182974593205885, "test_acc1": 79.42600231018066, "test_acc5": 94.71600246276856, "epoch": 224, "n_parameters": 19845712} {"train_lr": 0.0003088349761892061, "train_loss": 2.091985128432822, "test_loss": 0.8082609431761684, "test_acc1": 79.70600290344238, "test_acc5": 94.72800259399413, "epoch": 225, "n_parameters": 19845712} {"train_lr": 0.0003014287527193804, "train_loss": 2.0853559915825044, "test_loss": 0.8004723866329049, "test_acc1": 79.84800245178222, "test_acc5": 94.76800237915039, "epoch": 226, "n_parameters": 19845712} {"train_lr": 0.000294099683765366, "train_loss": 2.079413759241478, "test_loss": 0.8115345576044285, "test_acc1": 79.6540025744629, "test_acc5": 94.76000283325196, "epoch": 227, "n_parameters": 19845712} {"train_lr": 0.00028684857304212387, "train_loss": 2.0906335545196044, "test_loss": 0.8074888040622076, "test_acc1": 79.78200245422363, "test_acc5": 94.7520024182129, "epoch": 228, "n_parameters": 19845712} {"train_lr": 0.0002796762157156927, "train_loss": 2.0805556075654916, "test_loss": 0.8011745600537821, "test_acc1": 79.93800239562988, "test_acc5": 94.85000224731445, "epoch": 229, "n_parameters": 19845712} {"train_lr": 0.0002725833983158693, "train_loss": 2.07631015548889, "test_loss": 0.8049305535175584, "test_acc1": 79.91800260314942, "test_acc5": 94.7860026196289, "epoch": 230, "n_parameters": 19845712} {"train_lr": 0.00026557089864998566, "train_loss": 2.065320833647947, "test_loss": 0.7977761867823023, "test_acc1": 80.02800238769531, "test_acc5": 94.87000261169433, "epoch": 231, "n_parameters": 19845712} {"train_lr": 0.0002586394857176932, "train_loss": 2.0583863556623267, "test_loss": 0.7986945019978465, "test_acc1": 79.95400260070801, "test_acc5": 94.81800258789063, "epoch": 232, "n_parameters": 19845712} {"train_lr": 0.0002517899196265048, "train_loss": 2.0573897777701453, "test_loss": 0.7974762503396381, "test_acc1": 79.94200256286621, "test_acc5": 94.84200231933593, "epoch": 233, "n_parameters": 19845712} {"train_lr": 0.00024502295150852677, "train_loss": 2.0489433120480545, "test_loss": 0.7931013488859842, "test_acc1": 80.00600262207031, "test_acc5": 94.978002756958, "epoch": 234, "n_parameters": 19845712} {"train_lr": 0.00023833932343808706, "train_loss": 2.052713025411923, "test_loss": 0.7925931411710653, "test_acc1": 80.01800239807129, "test_acc5": 94.89200250366211, "epoch": 235, "n_parameters": 19845712} {"train_lr": 0.00023173976835031383, "train_loss": 2.050656090227725, "test_loss": 0.7935614005634279, "test_acc1": 80.06200246154785, "test_acc5": 94.91400255371094, "epoch": 236, "n_parameters": 19845712} {"train_lr": 0.00022522500996078677, "train_loss": 2.037604431120707, "test_loss": 0.7871072603897615, "test_acc1": 80.13400273620606, "test_acc5": 94.89800267761231, "epoch": 237, "n_parameters": 19845712} {"train_lr": 0.0002187957626861862, "train_loss": 2.0412024804632916, "test_loss": 0.7884360107057022, "test_acc1": 80.20600254028321, "test_acc5": 94.97200228027344, "epoch": 238, "n_parameters": 19845712} {"train_lr": 0.00021245273156592372, "train_loss": 2.0409983807711676, "test_loss": 0.7862958725203167, "test_acc1": 80.2900025769043, "test_acc5": 95.00400247070313, "epoch": 239, "n_parameters": 19845712} {"train_lr": 0.00020619661218484483, "train_loss": 2.036940562496368, "test_loss": 0.7858896153894338, "test_acc1": 80.27000278625488, "test_acc5": 95.05000258728028, "epoch": 240, "n_parameters": 19845712} {"train_lr": 0.00020002809059693196, "train_loss": 2.034506720652302, "test_loss": 0.7853818422917164, "test_acc1": 80.32200249267578, "test_acc5": 94.94600287963867, "epoch": 241, "n_parameters": 19845712} {"train_lr": 0.00019394784325008614, "train_loss": 2.0332395206395386, "test_loss": 0.7839726828264467, "test_acc1": 80.40400239685059, "test_acc5": 95.01000244262696, "epoch": 242, "n_parameters": 19845712} {"train_lr": 0.0001879565369119692, "train_loss": 2.023745117856444, "test_loss": 0.7801643492597522, "test_acc1": 80.46400252441406, "test_acc5": 94.99800235961914, "epoch": 243, "n_parameters": 19845712} {"train_lr": 0.0001820548285968152, "train_loss": 2.0184007304416096, "test_loss": 0.7788994436462721, "test_acc1": 80.47200251708985, "test_acc5": 95.06800258544922, "epoch": 244, "n_parameters": 19845712} {"train_lr": 0.00017624336549345503, "train_loss": 2.0235546363486376, "test_loss": 0.7751435102386908, "test_acc1": 80.43800277221679, "test_acc5": 95.0440024822998, "epoch": 245, "n_parameters": 19845712} {"train_lr": 0.00017052278489430097, "train_loss": 2.01346185374603, "test_loss": 0.7773287219531608, "test_acc1": 80.60000264648437, "test_acc5": 95.01200261901856, "epoch": 246, "n_parameters": 19845712} {"train_lr": 0.00016489371412549964, "train_loss": 2.0101317024821763, "test_loss": 0.7725567314209361, "test_acc1": 80.59000272216797, "test_acc5": 95.1480025982666, "epoch": 247, "n_parameters": 19845712} {"train_lr": 0.00015935677047806973, "train_loss": 1.995672715343922, "test_loss": 0.7704596329819072, "test_acc1": 80.576002578125, "test_acc5": 95.12600223937989, "epoch": 248, "n_parameters": 19845712} {"train_lr": 0.00015391256114029845, "train_loss": 1.9989644583704755, "test_loss": 0.7705580677950021, "test_acc1": 80.59400263671876, "test_acc5": 95.12600237243652, "epoch": 249, "n_parameters": 19845712} {"train_lr": 0.00014856168313107318, "train_loss": 1.9984287185777578, "test_loss": 0.7740871276367794, "test_acc1": 80.55800277832031, "test_acc5": 95.12000256835937, "epoch": 250, "n_parameters": 19845712} {"train_lr": 0.00014330472323448312, "train_loss": 1.9904977665673629, "test_loss": 0.77032974565571, "test_acc1": 80.68400235412598, "test_acc5": 95.14200234558105, "epoch": 251, "n_parameters": 19845712} {"train_lr": 0.0001381422579354107, "train_loss": 1.995084266939895, "test_loss": 0.7672214776729093, "test_acc1": 80.66800260314942, "test_acc5": 95.19000216979981, "epoch": 252, "n_parameters": 19845712} {"train_lr": 0.0001330748533563583, "train_loss": 1.9817946479379607, "test_loss": 0.772949656753829, "test_acc1": 80.6960024206543, "test_acc5": 95.1500023059082, "epoch": 253, "n_parameters": 19845712} {"train_lr": 0.00012810306519533694, "train_loss": 1.9890544910987409, "test_loss": 0.7661954383506919, "test_acc1": 80.86600235656738, "test_acc5": 95.23600271057128, "epoch": 254, "n_parameters": 19845712} {"train_lr": 0.00012322743866494126, "train_loss": 1.96957838111263, "test_loss": 0.7663336691982818, "test_acc1": 80.82800244689942, "test_acc5": 95.21200288635254, "epoch": 255, "n_parameters": 19845712} {"train_lr": 0.00011844850843257583, "train_loss": 1.9740393243009429, "test_loss": 0.7655837987408494, "test_acc1": 80.87800263549805, "test_acc5": 95.24400263244628, "epoch": 256, "n_parameters": 19845712} {"train_lr": 0.00011376679856178666, "train_loss": 1.9629163175082798, "test_loss": 0.7667946610035319, "test_acc1": 80.82200221862793, "test_acc5": 95.2140024041748, "epoch": 257, "n_parameters": 19845712} {"train_lr": 0.00010918282245481492, "train_loss": 1.9769097650937326, "test_loss": 0.7636880831736507, "test_acc1": 80.97800262878418, "test_acc5": 95.1940023449707, "epoch": 258, "n_parameters": 19845712} {"train_lr": 0.00010469708279631207, "train_loss": 1.9726460809401758, "test_loss": 0.7611269614461696, "test_acc1": 80.92000239685059, "test_acc5": 95.28000257385254, "epoch": 259, "n_parameters": 19845712} {"train_lr": 0.00010031007149816415, "train_loss": 1.9705328759577254, "test_loss": 0.7640057269370917, "test_acc1": 80.88800277404785, "test_acc5": 95.23600229858398, "epoch": 260, "n_parameters": 19845712} {"train_lr": 9.602226964561254e-05, "train_loss": 1.95087499410319, "test_loss": 0.7625514061161967, "test_acc1": 80.97600244628906, "test_acc5": 95.22400280761718, "epoch": 261, "n_parameters": 19845712} {"train_lr": 9.183414744444096e-05, "train_loss": 1.9633575186407346, "test_loss": 0.7603422568151446, "test_acc1": 81.01000241516114, "test_acc5": 95.26800270751953, "epoch": 262, "n_parameters": 19845712} {"train_lr": 8.774616416944161e-05, "train_loss": 1.9590663157230754, "test_loss": 0.7577190209518779, "test_acc1": 81.02600240234375, "test_acc5": 95.27400232543945, "epoch": 263, "n_parameters": 19845712} {"train_lr": 8.37587681140576e-05, "train_loss": 1.9510234567901785, "test_loss": 0.7559975681431366, "test_acc1": 81.01600242919922, "test_acc5": 95.29800262451172, "epoch": 264, "n_parameters": 19845712} {"train_lr": 7.987239654118778e-05, "train_loss": 1.9535987971664714, "test_loss": 0.7535112990122853, "test_acc1": 81.11000229125976, "test_acc5": 95.37800271606446, "epoch": 265, "n_parameters": 19845712} {"train_lr": 7.608747563528369e-05, "train_loss": 1.9462501953164641, "test_loss": 0.7533073445612734, "test_acc1": 81.03000243835449, "test_acc5": 95.29000281982422, "epoch": 266, "n_parameters": 19845712} {"train_lr": 7.240442045557008e-05, "train_loss": 1.9428727061961957, "test_loss": 0.7584653867013527, "test_acc1": 81.04200263000489, "test_acc5": 95.30800276306152, "epoch": 267, "n_parameters": 19845712} {"train_lr": 6.882363489054739e-05, "train_loss": 1.949665080038287, "test_loss": 0.755850127249053, "test_acc1": 81.05400251281738, "test_acc5": 95.35200269104004, "epoch": 268, "n_parameters": 19845712} {"train_lr": 6.534551161370524e-05, "train_loss": 1.947716057252922, "test_loss": 0.7566073925206156, "test_acc1": 81.06400268615722, "test_acc5": 95.33000266357422, "epoch": 269, "n_parameters": 19845712} {"train_lr": 6.197043204046283e-05, "train_loss": 1.948374880220202, "test_loss": 0.7541221380233765, "test_acc1": 81.14600232177735, "test_acc5": 95.29000253479003, "epoch": 270, "n_parameters": 19845712} {"train_lr": 5.8698766286322e-05, "train_loss": 1.945776602228006, "test_loss": 0.7494936969244119, "test_acc1": 81.21200255981445, "test_acc5": 95.42600243103027, "epoch": 271, "n_parameters": 19845712} {"train_lr": 5.553087312630515e-05, "train_loss": 1.9379012131814857, "test_loss": 0.7506438414707328, "test_acc1": 81.24000270263672, "test_acc5": 95.40000269104004, "epoch": 272, "n_parameters": 19845712} {"train_lr": 5.246709995559324e-05, "train_loss": 1.939163555320409, "test_loss": 0.7514369849002722, "test_acc1": 81.15800257995606, "test_acc5": 95.36600295043945, "epoch": 273, "n_parameters": 19845712} {"train_lr": 4.950778275144282e-05, "train_loss": 1.9354887642949032, "test_loss": 0.7476283623413607, "test_acc1": 81.18600244018555, "test_acc5": 95.41800252136231, "epoch": 274, "n_parameters": 19845712} {"train_lr": 4.6653246036330756e-05, "train_loss": 1.9310150450939754, "test_loss": 0.7484200766140764, "test_acc1": 81.29600263061523, "test_acc5": 95.44000254699706, "epoch": 275, "n_parameters": 19845712} {"train_lr": 4.3903802842375774e-05, "train_loss": 1.9284764966256709, "test_loss": 0.7500233489907149, "test_acc1": 81.24400253845215, "test_acc5": 95.40200248168945, "epoch": 276, "n_parameters": 19845712} {"train_lr": 4.1259754677011786e-05, "train_loss": 1.915775438626226, "test_loss": 0.7491874435182774, "test_acc1": 81.28200290649414, "test_acc5": 95.41600253479004, "epoch": 277, "n_parameters": 19845712} {"train_lr": 3.872139148991317e-05, "train_loss": 1.9289103331659243, "test_loss": 0.7501129867001013, "test_acc1": 81.20600266113281, "test_acc5": 95.40200223937988, "epoch": 278, "n_parameters": 19845712} {"train_lr": 3.628899164120447e-05, "train_loss": 1.9263094647539605, "test_loss": 0.7513287141919136, "test_acc1": 81.2120023638916, "test_acc5": 95.38200274169922, "epoch": 279, "n_parameters": 19845712} {"train_lr": 3.396282187094542e-05, "train_loss": 1.9196205040414651, "test_loss": 0.7471121949228373, "test_acc1": 81.37600208374023, "test_acc5": 95.4200023626709, "epoch": 280, "n_parameters": 19845712} {"train_lr": 3.174313726986302e-05, "train_loss": 1.925799321415994, "test_loss": 0.7494891130111434, "test_acc1": 81.26800272033691, "test_acc5": 95.42600298095704, "epoch": 281, "n_parameters": 19845712} {"train_lr": 2.9630181251387e-05, "train_loss": 1.9149498575025325, "test_loss": 0.7472989504987543, "test_acc1": 81.29600249938964, "test_acc5": 95.41400225952148, "epoch": 282, "n_parameters": 19845712} {"train_lr": 2.7624185524954176e-05, "train_loss": 1.9170995435411695, "test_loss": 0.7481141088135315, "test_acc1": 81.3360025793457, "test_acc5": 95.38400248168945, "epoch": 283, "n_parameters": 19845712} {"train_lr": 2.572537007060402e-05, "train_loss": 1.90706440160791, "test_loss": 0.7465930316935886, "test_acc1": 81.4840026373291, "test_acc5": 95.4580024621582, "epoch": 284, "n_parameters": 19845712} {"train_lr": 2.3933943114847106e-05, "train_loss": 1.9062122455556139, "test_loss": 0.745789149268107, "test_acc1": 81.37800196105957, "test_acc5": 95.44800268310547, "epoch": 285, "n_parameters": 19845712} {"train_lr": 2.2250101107838575e-05, "train_loss": 1.9213808551728486, "test_loss": 0.745240478578842, "test_acc1": 81.36600212890625, "test_acc5": 95.45200263000488, "epoch": 286, "n_parameters": 19845712} {"train_lr": 2.0674028701827155e-05, "train_loss": 1.9120354924580272, "test_loss": 0.7464001632549546, "test_acc1": 81.32000232360839, "test_acc5": 95.40200225952148, "epoch": 287, "n_parameters": 19845712} {"train_lr": 1.9205898730913854e-05, "train_loss": 1.9140243981000806, "test_loss": 0.7467551886132269, "test_acc1": 81.3740023236084, "test_acc5": 95.43200266357422, "epoch": 288, "n_parameters": 19845712} {"train_lr": 1.7845872192095012e-05, "train_loss": 1.909724379067036, "test_loss": 0.743264261294495, "test_acc1": 81.40000253417969, "test_acc5": 95.47800231750489, "epoch": 289, "n_parameters": 19845712} {"train_lr": 1.659409822760516e-05, "train_loss": 1.9074460435018457, "test_loss": 0.742919610305266, "test_acc1": 81.4480024597168, "test_acc5": 95.47800280029297, "epoch": 290, "n_parameters": 19845712} {"train_lr": 1.545071410856787e-05, "train_loss": 1.9053285151457997, "test_loss": 0.7437905590191032, "test_acc1": 81.40400236206055, "test_acc5": 95.41400225341796, "epoch": 291, "n_parameters": 19845712} {"train_lr": 1.4415845219935669e-05, "train_loss": 1.9062708798620245, "test_loss": 0.742807782283335, "test_acc1": 81.38200231201172, "test_acc5": 95.4780025579834, "epoch": 292, "n_parameters": 19845712} {"train_lr": 1.3489605046743441e-05, "train_loss": 1.9044016749977017, "test_loss": 0.742848219180649, "test_acc1": 81.43800225219726, "test_acc5": 95.48400241027832, "epoch": 293, "n_parameters": 19845712} {"train_lr": 1.267209516166461e-05, "train_loss": 1.8974658047838462, "test_loss": 0.7419874047239622, "test_acc1": 81.37600224548339, "test_acc5": 95.45800240966797, "epoch": 294, "n_parameters": 19845712} {"train_lr": 1.1963405213869678e-05, "train_loss": 1.9208567538897958, "test_loss": 0.7420628714290533, "test_acc1": 81.33200261047364, "test_acc5": 95.46600223449707, "epoch": 295, "n_parameters": 19845712} {"train_lr": 1.1363612919198826e-05, "train_loss": 1.9091489111348021, "test_loss": 0.7416333003026067, "test_acc1": 81.4000021081543, "test_acc5": 95.47800232543945, "epoch": 296, "n_parameters": 19845712} {"train_lr": 1.0872784051636047e-05, "train_loss": 1.9114420268890098, "test_loss": 0.7404244659524976, "test_acc1": 81.41800267578125, "test_acc5": 95.47600237121583, "epoch": 297, "n_parameters": 19845712} {"train_lr": 1.0490972436097075e-05, "train_loss": 1.8991733513456837, "test_loss": 0.741484066076351, "test_acc1": 81.38000229919433, "test_acc5": 95.47200210510253, "epoch": 298, "n_parameters": 19845712} {"train_lr": 1.0218219942528799e-05, "train_loss": 1.9087129313763764, "test_loss": 0.7418490935004118, "test_acc1": 81.43000238891601, "test_acc5": 95.45800217712403, "epoch": 299, "n_parameters": 19845712}