{"train_lr": 9.999999999999953e-07, "train_loss": 6.929377698879257, "test_loss": 6.901272191346147, "test_acc1": 0.17800000900268553, "test_acc5": 0.766000032043457, "epoch": 0, "n_parameters": 3115220}
{"train_lr": 9.999999999999953e-07, "train_loss": 6.915268962236522, "test_loss": 6.882214742762442, "test_acc1": 0.3200000169372559, "test_acc5": 1.0700000338745117, "epoch": 1, "n_parameters": 3115220}
{"train_lr": 0.0004007999999999919, "train_loss": 6.714735491193837, "test_loss": 6.018631196204033, "test_acc1": 3.9640001303100587, "test_acc5": 13.100000314941406, "epoch": 2, "n_parameters": 3115220}
{"train_lr": 0.0008006000000000176, "train_loss": 6.468680059785942, "test_loss": 5.282112667578777, "test_acc1": 9.464000263671876, "test_acc5": 24.962000661926268, "epoch": 3, "n_parameters": 3115220}
{"train_lr": 0.0012004000000000285, "train_loss": 6.209049388468504, "test_loss": 4.514790729711984, "test_acc1": 16.58000052368164, "test_acc5": 37.340000971679686, "epoch": 4, "n_parameters": 3115220}
{"train_lr": 0.0016001999999999824, "train_loss": 5.916360490518413, "test_loss": 3.8180985550844033, "test_acc1": 24.85200078491211, "test_acc5": 49.87600143066406, "epoch": 5, "n_parameters": 3115220}
{"train_lr": 0.0019986363870807653, "train_loss": 5.562641820842795, "test_loss": 3.2394383936437943, "test_acc1": 34.35000101074219, "test_acc5": 60.6840017578125, "epoch": 6, "n_parameters": 3115220}
{"train_lr": 0.0019980365947861213, "train_loss": 5.252336205814859, "test_loss": 2.89293901519921, "test_acc1": 40.66600116699219, "test_acc5": 67.20200212890624, "epoch": 7, "n_parameters": 3115220}
{"train_lr": 0.0019973279048383337, "train_loss": 5.082717473415448, "test_loss": 2.684512841792507, "test_acc1": 44.67200125, "test_acc5": 71.02800217773438, "epoch": 8, "n_parameters": 3115220}
{"train_lr": 0.0019965103949532445, "train_loss": 4.977046560469291, "test_loss": 2.5796287733179923, "test_acc1": 46.4280016015625, "test_acc5": 72.78000213867188, "epoch": 9, "n_parameters": 3115220}
{"train_lr": 0.0019955841547800715, "train_loss": 4.87486408735446, "test_loss": 2.5720843995800453, "test_acc1": 49.260001240234374, "test_acc5": 75.10800258789062, "epoch": 10, "n_parameters": 3115220}
{"train_lr": 0.0019945492858914116, "train_loss": 4.788076447497169, "test_loss": 2.4182277981561557, "test_acc1": 51.422001416015625, "test_acc5": 76.75400263671875, "epoch": 11, "n_parameters": 3115220}
{"train_lr": 0.0019934059017723614, "train_loss": 4.74555782443709, "test_loss": 2.377935176587287, "test_acc1": 52.47800160644531, "test_acc5": 77.6920022265625, "epoch": 12, "n_parameters": 3115220}
{"train_lr": 0.0019921541278078774, "train_loss": 4.67718244042042, "test_loss": 2.2912342093373073, "test_acc1": 53.63200142089844, "test_acc5": 78.6760025, "epoch": 13, "n_parameters": 3115220}
{"train_lr": 0.0019907941012690692, "train_loss": 4.641737291567045, "test_loss": 2.191661199540582, "test_acc1": 54.87600172363281, "test_acc5": 79.67800279296875, "epoch": 14, "n_parameters": 3115220}
{"train_lr": 0.0019893259712981484, "train_loss": 4.599610187500406, "test_loss": 2.1499662417491883, "test_acc1": 55.63600155273438, "test_acc5": 80.24600235351562, "epoch": 15, "n_parameters": 3115220}
{"train_lr": 0.0019877498988920997, "train_loss": 4.571075600590542, "test_loss": 2.104763331759067, "test_acc1": 56.328001611328126, "test_acc5": 80.75400236328124, "epoch": 16, "n_parameters": 3115220}
{"train_lr": 0.0019860660568851683, "train_loss": 4.5589899483153955, "test_loss": 2.1668342829660605, "test_acc1": 56.65800138671875, "test_acc5": 81.18200229492187, "epoch": 17, "n_parameters": 3115220}
{"train_lr": 0.0019842746299293954, "train_loss": 4.520317436122208, "test_loss": 2.110797067634932, "test_acc1": 56.71000150390625, "test_acc5": 81.3140021875, "epoch": 18, "n_parameters": 3115220}
{"train_lr": 0.0019823758144750267, "train_loss": 4.5008018661460145, "test_loss": 2.033869553613299, "test_acc1": 57.57200159179688, "test_acc5": 81.62400248046875, "epoch": 19, "n_parameters": 3115220}
{"train_lr": 0.0019803698187486067, "train_loss": 4.472672686159468, "test_loss": 2.1032621269007676, "test_acc1": 58.14200129882813, "test_acc5": 82.13200267578125, "epoch": 20, "n_parameters": 3115220}
{"train_lr": 0.0019782568627301467, "train_loss": 4.455685053654998, "test_loss": 2.0310979726660343, "test_acc1": 58.66000159179688, "test_acc5": 82.3000025, "epoch": 21, "n_parameters": 3115220}
{"train_lr": 0.0019760371781290314, "train_loss": 4.439515023732738, "test_loss": 2.026932121233176, "test_acc1": 58.240001962890624, "test_acc5": 82.4200029296875, "epoch": 22, "n_parameters": 3115220}
{"train_lr": 0.001973711008358824, "train_loss": 4.418628234228642, "test_loss": 2.0531333198074164, "test_acc1": 58.88000157226563, "test_acc5": 82.75200255859374, "epoch": 23, "n_parameters": 3115220}
{"train_lr": 0.0019712786085100717, "train_loss": 4.426047099055909, "test_loss": 1.947967366862843, "test_acc1": 58.752001884765626, "test_acc5": 82.59200301757812, "epoch": 24, "n_parameters": 3115220}
{"train_lr": 0.001968740245323006, "train_loss": 4.404251411378526, "test_loss": 1.9051673416872972, "test_acc1": 59.498001708984376, "test_acc5": 82.97000251953125, "epoch": 25, "n_parameters": 3115220}
{"train_lr": 0.0019660961971576653, "train_loss": 4.392502387650579, "test_loss": 1.98262670476928, "test_acc1": 59.782001650390626, "test_acc5": 83.068002578125, "epoch": 26, "n_parameters": 3115220}
{"train_lr": 0.001963346753963693, "train_loss": 4.366383316800844, "test_loss": 1.9406475515765997, "test_acc1": 60.06800186279297, "test_acc5": 83.43550232910157, "epoch": 27, "n_parameters": 3115220}
{"train_lr": 0.001960492217248555, "train_loss": 4.362509497683302, "test_loss": 1.9464511753038596, "test_acc1": 60.52100202148438, "test_acc5": 83.95450265136719, "epoch": 28, "n_parameters": 3115220}
{"train_lr": 0.001957532900044387, "train_loss": 4.350612631947588, "test_loss": 1.989412950195429, "test_acc1": 60.30350198242188, "test_acc5": 83.68700254882812, "epoch": 29, "n_parameters": 3115220}
{"train_lr": 0.001954469126873758, "train_loss": 4.352002772734129, "test_loss": 2.0121869324272827, "test_acc1": 60.28150160400391, "test_acc5": 83.85850261230469, "epoch": 30, "n_parameters": 3115220}
{"train_lr": 0.0019513012337137013, "train_loss": 4.332831396806917, "test_loss": 2.0150435494102594, "test_acc1": 60.47300159179687, "test_acc5": 83.74250244140624, "epoch": 31, "n_parameters": 3115220}
{"train_lr": 0.0019480295679595498, "train_loss": 4.332848523112891, "test_loss": 1.9508849885172517, "test_acc1": 60.6950018359375, "test_acc5": 83.91900280517578, "epoch": 32, "n_parameters": 3115220}
{"train_lr": 0.001944654488386279, "train_loss": 4.3187305812927175, "test_loss": 2.06812713437408, "test_acc1": 60.025501813964844, "test_acc5": 83.63500252685547, "epoch": 33, "n_parameters": 3115220}
{"train_lr": 0.0019411763651094522, "train_loss": 4.2982732852300005, "test_loss": 1.9566133209994732, "test_acc1": 60.82950167480469, "test_acc5": 84.21250255371093, "epoch": 34, "n_parameters": 3115220}
{"train_lr": 0.0019375955795444654, "train_loss": 4.299083766557997, "test_loss": 1.93305873302103, "test_acc1": 61.2360018359375, "test_acc5": 84.40700241699219, "epoch": 35, "n_parameters": 3115220}
{"train_lr": 0.0019339125243647028, "train_loss": 4.304282536276048, "test_loss": 1.8684627942684042, "test_acc1": 61.83350169921875, "test_acc5": 84.65300240722657, "epoch": 36, "n_parameters": 3115220}
{"train_lr": 0.0019301276034588161, "train_loss": 4.287733422766487, "test_loss": 1.9738563030730678, "test_acc1": 61.459001750488284, "test_acc5": 84.3610022265625, "epoch": 37, "n_parameters": 3115220}
{"train_lr": 0.0019262412318859438, "train_loss": 4.272760034846269, "test_loss": 1.925666861975466, "test_acc1": 61.280501953125, "test_acc5": 84.43150239746093, "epoch": 38, "n_parameters": 3115220}
{"train_lr": 0.0019222538358305567, "train_loss": 4.283821171707959, "test_loss": 1.9541863530646755, "test_acc1": 61.96100172119141, "test_acc5": 84.80700251464843, "epoch": 39, "n_parameters": 3115220}
{"train_lr": 0.001918165852555554, "train_loss": 4.253759757601481, "test_loss": 1.9480875269829772, "test_acc1": 62.06100177246094, "test_acc5": 84.89000272949218, "epoch": 40, "n_parameters": 3115220}
{"train_lr": 0.0019139777303543704, "train_loss": 4.255040978927978, "test_loss": 1.8968790910626185, "test_acc1": 61.60700180908203, "test_acc5": 84.6025026171875, "epoch": 41, "n_parameters": 3115220}
{"train_lr": 0.0019096899285018238, "train_loss": 4.245610703619645, "test_loss": 1.9153876541225054, "test_acc1": 61.99850169921875, "test_acc5": 84.8170024951172, "epoch": 42, "n_parameters": 3115220}
{"train_lr": 0.0019053029172036347, "train_loss": 4.24683927417659, "test_loss": 1.9563475264847734, "test_acc1": 61.998501704101564, "test_acc5": 84.75700227539062, "epoch": 43, "n_parameters": 3115220}
{"train_lr": 0.0019008171775451975, "train_loss": 4.252925568537937, "test_loss": 2.099790037588309, "test_acc1": 61.46000158935547, "test_acc5": 84.55500245117187, "epoch": 44, "n_parameters": 3115220}
{"train_lr": 0.0018962332014382094, "train_loss": 4.23413035137762, "test_loss": 1.910093145402333, "test_acc1": 62.2055019140625, "test_acc5": 84.97800250976563, "epoch": 45, "n_parameters": 3115220}
{"train_lr": 0.001891551491567433, "train_loss": 4.233446632405456, "test_loss": 1.8290079578416039, "test_acc1": 61.90300181152344, "test_acc5": 84.82050248535157, "epoch": 46, "n_parameters": 3115220}
{"train_lr": 0.0018867725613350395, "train_loss": 4.220701834328359, "test_loss": 1.8776170421420162, "test_acc1": 61.62750163085938, "test_acc5": 84.54450263183594, "epoch": 47, "n_parameters": 3115220}
{"train_lr": 0.0018818969348046717, "train_loss": 4.219487054551915, "test_loss": 1.8198593809404446, "test_acc1": 62.27050167236328, "test_acc5": 85.17400258300782, "epoch": 48, "n_parameters": 3115220}
{"train_lr": 0.0018769251466436553, "train_loss": 4.213272726364273, "test_loss": 1.9028121626559105, "test_acc1": 62.75000185302734, "test_acc5": 85.42800247558594, "epoch": 49, "n_parameters": 3115220}
{"train_lr": 0.0018718577420645938, "train_loss": 4.205354825388804, "test_loss": 1.9090628957247917, "test_acc1": 61.93400190429688, "test_acc5": 84.96650245605468, "epoch": 50, "n_parameters": 3115220}
{"train_lr": 0.0018666952767654964, "train_loss": 4.222141549122228, "test_loss": 1.818391561621928, "test_acc1": 63.3560015625, "test_acc5": 85.46000268554687, "epoch": 51, "n_parameters": 3115220}
{"train_lr": 0.0018614383168689137, "train_loss": 4.209251092778121, "test_loss": 1.902466639307619, "test_acc1": 63.23800197265625, "test_acc5": 85.7435026513672, "epoch": 52, "n_parameters": 3115220}
{"train_lr": 0.0018560874388597434, "train_loss": 4.209912119866561, "test_loss": 1.8749033145549643, "test_acc1": 62.783001813964844, "test_acc5": 85.16600228027343, "epoch": 53, "n_parameters": 3115220}
{"train_lr": 0.0018506432295219307, "train_loss": 4.191807440526003, "test_loss": 1.8680916717489258, "test_acc1": 62.71950187988281, "test_acc5": 85.3085025, "epoch": 54, "n_parameters": 3115220}
{"train_lr": 0.0018451062858744953, "train_loss": 4.183730235583872, "test_loss": 1.920343123660743, "test_acc1": 62.78450162841797, "test_acc5": 85.12050255859376, "epoch": 55, "n_parameters": 3115220}
{"train_lr": 0.0018394772151057238, "train_loss": 4.184478783969589, "test_loss": 1.9038927245686073, "test_acc1": 62.986501735839845, "test_acc5": 85.62800220214844, "epoch": 56, "n_parameters": 3115220}
{"train_lr": 0.0018337566345065688, "train_loss": 4.173601991028713, "test_loss": 1.8108350831361217, "test_acc1": 63.0750017944336, "test_acc5": 85.58650268554688, "epoch": 57, "n_parameters": 3115220}
{"train_lr": 0.0018279451714031977, "train_loss": 4.182178425083724, "test_loss": 1.7531445088959832, "test_acc1": 63.272501743164064, "test_acc5": 85.78400232421875, "epoch": 58, "n_parameters": 3115220}
{"train_lr": 0.001822043463088011, "train_loss": 4.182456931621909, "test_loss": 1.8662444975312429, "test_acc1": 63.163501826171874, "test_acc5": 85.80550270507813, "epoch": 59, "n_parameters": 3115220}
{"train_lr": 0.001816052156749885, "train_loss": 4.1619618793280955, "test_loss": 1.824068805529871, "test_acc1": 62.86400186767578, "test_acc5": 85.49450255859375, "epoch": 60, "n_parameters": 3115220}
{"train_lr": 0.001809971909403067, "train_loss": 4.171725716712854, "test_loss": 1.746186321587053, "test_acc1": 63.17850177978516, "test_acc5": 85.59800243652344, "epoch": 61, "n_parameters": 3115220}
{"train_lr": 0.0018038033878151612, "train_loss": 4.173871296534626, "test_loss": 1.8245612051878266, "test_acc1": 63.49650182617187, "test_acc5": 86.10450269042968, "epoch": 62, "n_parameters": 3115220}
{"train_lr": 0.001797547268434101, "train_loss": 4.1687833023585865, "test_loss": 1.8874358522300503, "test_acc1": 62.935501962890626, "test_acc5": 85.81200256347657, "epoch": 63, "n_parameters": 3115220}
{"train_lr": 0.0017912042373137995, "train_loss": 4.164258106864041, "test_loss": 1.93687403349931, "test_acc1": 62.51200149658203, "test_acc5": 85.30200223632812, "epoch": 64, "n_parameters": 3115220}
{"train_lr": 0.0017847749900392264, "train_loss": 4.16570279328562, "test_loss": 1.735738760301175, "test_acc1": 64.0415018725586, "test_acc5": 86.30500252929687, "epoch": 65, "n_parameters": 3115220}
{"train_lr": 0.0017782602316496804, "train_loss": 4.155131051818625, "test_loss": 1.687796363052521, "test_acc1": 63.70200194580078, "test_acc5": 85.88550250976563, "epoch": 66, "n_parameters": 3115220}
{"train_lr": 0.0017716606765619024, "train_loss": 4.144915403603173, "test_loss": 1.9002290566003959, "test_acc1": 63.288001818847654, "test_acc5": 85.64600275390625, "epoch": 67, "n_parameters": 3115220}
{"train_lr": 0.0017649770484915045, "train_loss": 4.160164453952814, "test_loss": 1.835380984057907, "test_acc1": 63.58850199707031, "test_acc5": 85.98000224609375, "epoch": 68, "n_parameters": 3115220}
{"train_lr": 0.0017582100803734976, "train_loss": 4.142728247945543, "test_loss": 1.7703648845430549, "test_acc1": 63.56400194091797, "test_acc5": 85.98800214355468, "epoch": 69, "n_parameters": 3115220}
{"train_lr": 0.0017513605142822945, "train_loss": 4.145364186508383, "test_loss": 1.7993849397615622, "test_acc1": 63.168001745605466, "test_acc5": 85.81250246582032, "epoch": 70, "n_parameters": 3115220}
{"train_lr": 0.0017444291013499857, "train_loss": 4.12508977598233, "test_loss": 1.785359481705054, "test_acc1": 63.59600178710937, "test_acc5": 86.19150260253906, "epoch": 71, "n_parameters": 3115220}
{"train_lr": 0.0017374166016841382, "train_loss": 4.131778771071125, "test_loss": 1.7882294935807017, "test_acc1": 63.348001931152346, "test_acc5": 85.79950256835937, "epoch": 72, "n_parameters": 3115220}
{"train_lr": 0.0017303237842843022, "train_loss": 4.130359124556053, "test_loss": 1.7968724148191568, "test_acc1": 63.65850170410156, "test_acc5": 86.04800264648438, "epoch": 73, "n_parameters": 3115220}
{"train_lr": 0.0017231514269578294, "train_loss": 4.1243844258127735, "test_loss": 1.8032232091854548, "test_acc1": 63.481001762695314, "test_acc5": 86.17300239257813, "epoch": 74, "n_parameters": 3115220}
{"train_lr": 0.0017159003162346147, "train_loss": 4.132522811420816, "test_loss": 1.7332775323218061, "test_acc1": 64.27250173583984, "test_acc5": 86.56000287109374, "epoch": 75, "n_parameters": 3115220}
{"train_lr": 0.0017085712472806156, "train_loss": 4.112349210263823, "test_loss": 1.775025182894168, "test_acc1": 63.548001782226564, "test_acc5": 86.03350254882812, "epoch": 76, "n_parameters": 3115220}
{"train_lr": 0.0017011650238107918, "train_loss": 4.127608803869914, "test_loss": 1.780766920506499, "test_acc1": 64.0560017944336, "test_acc5": 86.41750253417969, "epoch": 77, "n_parameters": 3115220}
{"train_lr": 0.0016936824580010095, "train_loss": 4.103646893724263, "test_loss": 1.760053643970999, "test_acc1": 63.75400186767578, "test_acc5": 86.25200266601563, "epoch": 78, "n_parameters": 3115220}
{"train_lr": 0.0016861243703990081, "train_loss": 4.111533901531348, "test_loss": 1.8286781684132933, "test_acc1": 63.76250183837891, "test_acc5": 86.12050247070313, "epoch": 79, "n_parameters": 3115220}
{"train_lr": 0.0016784915898342416, "train_loss": 4.0935874431729795, "test_loss": 1.7012624641638676, "test_acc1": 64.50300179443359, "test_acc5": 86.57500243652343, "epoch": 80, "n_parameters": 3115220}
{"train_lr": 0.0016707849533270642, "train_loss": 4.118494151116942, "test_loss": 1.6984710072288076, "test_acc1": 64.40100188964844, "test_acc5": 86.682002734375, "epoch": 81, "n_parameters": 3115220}
{"train_lr": 0.001663005305997004, "train_loss": 4.108468717951283, "test_loss": 1.7507512842425863, "test_acc1": 64.22900204101562, "test_acc5": 86.22800247070313, "epoch": 82, "n_parameters": 3115220}
{"train_lr": 0.00165515350097013, "train_loss": 4.114363674398997, "test_loss": 1.8198791503451253, "test_acc1": 63.52850177001953, "test_acc5": 85.9845025, "epoch": 83, "n_parameters": 3115220}
{"train_lr": 0.0016472303992853623, "train_loss": 4.0834756661757385, "test_loss": 1.7474662957300666, "test_acc1": 64.38050185058594, "test_acc5": 86.61800259765624, "epoch": 84, "n_parameters": 3115220}
{"train_lr": 0.001639236869799948, "train_loss": 4.099659647063005, "test_loss": 1.7805658531097965, "test_acc1": 64.14550196777344, "test_acc5": 86.61200251953125, "epoch": 85, "n_parameters": 3115220}
{"train_lr": 0.0016311737890946014, "train_loss": 4.1013841212129325, "test_loss": 1.8023027670747451, "test_acc1": 64.54150177490234, "test_acc5": 86.77850261230469, "epoch": 86, "n_parameters": 3115220}
{"train_lr": 0.0016230420413769352, "train_loss": 4.086448085012672, "test_loss": 1.7353698094837537, "test_acc1": 64.21500185546876, "test_acc5": 86.49750250488282, "epoch": 87, "n_parameters": 3115220}
{"train_lr": 0.0016148425183846727, "train_loss": 4.090963318812952, "test_loss": 1.8191393099668371, "test_acc1": 63.7805020703125, "test_acc5": 86.01250271484375, "epoch": 88, "n_parameters": 3115220}
{"train_lr": 0.0016065761192880512, "train_loss": 4.086532064050221, "test_loss": 1.7721227608791745, "test_acc1": 64.0565019897461, "test_acc5": 86.51850235351563, "epoch": 89, "n_parameters": 3115220}
{"train_lr": 0.0015982437505908074, "train_loss": 4.079046982036029, "test_loss": 1.718327229145829, "test_acc1": 64.68650198974609, "test_acc5": 86.86650252929688, "epoch": 90, "n_parameters": 3115220}
{"train_lr": 0.0015898463260310446, "train_loss": 4.085579174075671, "test_loss": 1.7553269351256713, "test_acc1": 64.80550183105468, "test_acc5": 86.78650248046876, "epoch": 91, "n_parameters": 3115220}
{"train_lr": 0.0015813847664809541, "train_loss": 4.071573873313306, "test_loss": 1.704814045711328, "test_acc1": 64.97100213378906, "test_acc5": 86.85800248046876, "epoch": 92, "n_parameters": 3115220}
{"train_lr": 0.0015728599998459658, "train_loss": 4.074850070343125, "test_loss": 1.7177919075461745, "test_acc1": 64.57300196777344, "test_acc5": 86.64100265136719, "epoch": 93, "n_parameters": 3115220}
{"train_lr": 0.001564272960962846, "train_loss": 4.070703558689304, "test_loss": 1.7675392862039667, "test_acc1": 64.32200225341796, "test_acc5": 86.65000249023437, "epoch": 94, "n_parameters": 3115220}
{"train_lr": 0.001555624591497151, "train_loss": 4.076326759456159, "test_loss": 1.8101305409924675, "test_acc1": 64.37800169677735, "test_acc5": 86.6595025390625, "epoch": 95, "n_parameters": 3115220}
{"train_lr": 0.0015469158398399695, "train_loss": 4.068179108256059, "test_loss": 1.8266088881792912, "test_acc1": 64.66400203857422, "test_acc5": 86.86650253417969, "epoch": 96, "n_parameters": 3115220}
{"train_lr": 0.0015381476610041192, "train_loss": 4.066543841485878, "test_loss": 1.8884953551620018, "test_acc1": 64.54200183837891, "test_acc5": 86.69150296875, "epoch": 97, "n_parameters": 3115220}
{"train_lr": 0.001529321016519214, "train_loss": 4.063069085184809, "test_loss": 1.7819221613516334, "test_acc1": 65.28000184082032, "test_acc5": 86.83850271484376, "epoch": 98, "n_parameters": 3115220}
{"train_lr": 0.0015204368743262475, "train_loss": 4.048822765727695, "test_loss": 1.713097685279737, "test_acc1": 64.87800190185547, "test_acc5": 86.8855024609375, "epoch": 99, "n_parameters": 3115220}
{"train_lr": 0.0015114962086715815, "train_loss": 4.0535535595114, "test_loss": 1.7909531335111792, "test_acc1": 64.40750175292969, "test_acc5": 86.73300258789062, "epoch": 100, "n_parameters": 3115220}
{"train_lr": 0.0015024999999999741, "train_loss": 4.063730395478691, "test_loss": 1.793206499505589, "test_acc1": 65.15600202148437, "test_acc5": 86.88600244628907, "epoch": 101, "n_parameters": 3115220}
{"train_lr": 0.001493449234847066, "train_loss": 4.051295106121295, "test_loss": 1.8029085791292991, "test_acc1": 64.70500175048828, "test_acc5": 86.84550229003906, "epoch": 102, "n_parameters": 3115220}
{"train_lr": 0.001484344905731176, "train_loss": 4.0429269044900495, "test_loss": 1.78365265754343, "test_acc1": 64.604001796875, "test_acc5": 86.97350250488282, "epoch": 103, "n_parameters": 3115220}
{"train_lr": 0.0014751880110446746, "train_loss": 4.055357151513667, "test_loss": 1.7846404906675106, "test_acc1": 64.77600201416016, "test_acc5": 86.88900231445312, "epoch": 104, "n_parameters": 3115220}
{"train_lr": 0.0014659795549442733, "train_loss": 4.032482748408969, "test_loss": 1.8486152941944034, "test_acc1": 64.90650200195313, "test_acc5": 87.08050252929688, "epoch": 105, "n_parameters": 3115220}
{"train_lr": 0.001456720547240874, "train_loss": 4.03975816100812, "test_loss": 1.7505415823623425, "test_acc1": 65.4225017236328, "test_acc5": 87.37250232910156, "epoch": 106, "n_parameters": 3115220}
{"train_lr": 0.001447412003289014, "train_loss": 4.030152435544774, "test_loss": 1.6412345391648415, "test_acc1": 65.12500224609374, "test_acc5": 87.14250242675782, "epoch": 107, "n_parameters": 3115220}
{"train_lr": 0.0014380549438754878, "train_loss": 4.034056159899198, "test_loss": 1.6849337777563633, "test_acc1": 64.80000201904296, "test_acc5": 86.78000266601562, "epoch": 108, "n_parameters": 3115220}
{"train_lr": 0.001428650395107264, "train_loss": 4.040608157356866, "test_loss": 1.849031786427243, "test_acc1": 64.57850180664063, "test_acc5": 86.87300259765625, "epoch": 109, "n_parameters": 3115220}
{"train_lr": 0.0014191993882990887, "train_loss": 4.028835011281365, "test_loss": 1.8908254073093866, "test_acc1": 64.24550200927735, "test_acc5": 86.58700225097657, "epoch": 110, "n_parameters": 3115220}
{"train_lr": 0.0014097029598603777, "train_loss": 4.030674994706536, "test_loss": 1.8207116857284809, "test_acc1": 65.65900204833984, "test_acc5": 87.4165025, "epoch": 111, "n_parameters": 3115220}
{"train_lr": 0.001400162151181645, "train_loss": 4.0214188619197415, "test_loss": 1.6953130987764315, "test_acc1": 65.57550197021484, "test_acc5": 87.26900275878906, "epoch": 112, "n_parameters": 3115220}
{"train_lr": 0.0013905780085198772, "train_loss": 4.02215340102224, "test_loss": 1.640688793349812, "test_acc1": 65.13700191894532, "test_acc5": 87.11900266601563, "epoch": 113, "n_parameters": 3115220}
{"train_lr": 0.0013809515828844105, "train_loss": 4.020872632567164, "test_loss": 1.7596599618897184, "test_acc1": 65.63500197998047, "test_acc5": 87.408002890625, "epoch": 114, "n_parameters": 3115220}
{"train_lr": 0.0013712839299212984, "train_loss": 4.014757211879194, "test_loss": 1.657538940205829, "test_acc1": 65.81850189941406, "test_acc5": 87.31700270996093, "epoch": 115, "n_parameters": 3115220}
{"train_lr": 0.0013615761097975877, "train_loss": 4.035100780326209, "test_loss": 1.6407511361682687, "test_acc1": 65.98750176269532, "test_acc5": 87.63450274414062, "epoch": 116, "n_parameters": 3115220}
{"train_lr": 0.0013518291870851617, "train_loss": 4.020409810266716, "test_loss": 1.649255291082477, "test_acc1": 65.88650223388672, "test_acc5": 87.62800274902344, "epoch": 117, "n_parameters": 3115220}
{"train_lr": 0.0013420442306440435, "train_loss": 4.017843569640061, "test_loss": 1.7137665481285285, "test_acc1": 65.31900176269531, "test_acc5": 87.30600250488281, "epoch": 118, "n_parameters": 3115220}
{"train_lr": 0.001332222313504878, "train_loss": 4.0069152843847355, "test_loss": 1.6910909789664146, "test_acc1": 65.67350181152344, "test_acc5": 87.54250247558593, "epoch": 119, "n_parameters": 3115220}
{"train_lr": 0.0013223645127515833, "train_loss": 4.002016125632514, "test_loss": 1.880419209258247, "test_acc1": 64.98450186523438, "test_acc5": 86.93050220214843, "epoch": 120, "n_parameters": 3115220}
{"train_lr": 0.0013124719094030866, "train_loss": 4.007524507937672, "test_loss": 1.7809496863197734, "test_acc1": 65.72450176269531, "test_acc5": 87.41850275878906, "epoch": 121, "n_parameters": 3115220}
{"train_lr": 0.0013025455882948362, "train_loss": 3.9968774215780574, "test_loss": 1.6026657859560187, "test_acc1": 66.19450182861328, "test_acc5": 87.78250286621093, "epoch": 122, "n_parameters": 3115220}
{"train_lr": 0.0012925866379597717, "train_loss": 4.005626606283714, "test_loss": 1.6301701861710949, "test_acc1": 65.9130019506836, "test_acc5": 87.54800245117187, "epoch": 123, "n_parameters": 3115220}
{"train_lr": 0.0012825961505090187, "train_loss": 4.003730897280238, "test_loss": 1.8086221430820364, "test_acc1": 65.33200199707031, "test_acc5": 87.165502578125, "epoch": 124, "n_parameters": 3115220}
{"train_lr": 0.001272575221512157, "train_loss": 3.9875806126472573, "test_loss": 1.7116069860813272, "test_acc1": 65.94750200439454, "test_acc5": 87.66600255371094, "epoch": 125, "n_parameters": 3115220}
{"train_lr": 0.0012625249498769986, "train_loss": 3.993646616224858, "test_loss": 1.5935029552410578, "test_acc1": 66.3020016796875, "test_acc5": 87.90300268066406, "epoch": 126, "n_parameters": 3115220}
{"train_lr": 0.001252446437729037, "train_loss": 4.001528991497964, "test_loss": 1.7610503547746716, "test_acc1": 66.04900212890625, "test_acc5": 87.66700251464843, "epoch": 127, "n_parameters": 3115220}
{"train_lr": 0.0012423407902906738, "train_loss": 3.996965184057359, "test_loss": 1.7367873371557425, "test_acc1": 66.0305020678711, "test_acc5": 87.6035027734375, "epoch": 128, "n_parameters": 3115220}
{"train_lr": 0.0012322091157601091, "train_loss": 3.995191514730263, "test_loss": 1.7442663322195753, "test_acc1": 66.72950200439453, "test_acc5": 88.11150242675781, "epoch": 129, "n_parameters": 3115220}
{"train_lr": 0.001222052525189583, "train_loss": 3.9962421355011175, "test_loss": 1.6990017042360233, "test_acc1": 65.6010019140625, "test_acc5": 87.25750251464844, "epoch": 130, "n_parameters": 3115220}
{"train_lr": 0.0012118721323636779, "train_loss": 3.985826640201511, "test_loss": 1.5657560993696897, "test_acc1": 66.62800208496094, "test_acc5": 87.78000240234375, "epoch": 131, "n_parameters": 3115220}
{"train_lr": 0.0012016690536772049, "train_loss": 3.977040464405438, "test_loss": 1.6781105773367044, "test_acc1": 65.71350215576172, "test_acc5": 87.29400250976562, "epoch": 132, "n_parameters": 3115220}
{"train_lr": 0.00119144440801278, "train_loss": 3.991467168291124, "test_loss": 1.6792239853898987, "test_acc1": 66.66950198730468, "test_acc5": 88.06450274902343, "epoch": 133, "n_parameters": 3115220}
{"train_lr": 0.0011811993166179768, "train_loss": 3.980301024292489, "test_loss": 1.6920218890859882, "test_acc1": 66.1950020703125, "test_acc5": 87.68200248535156, "epoch": 134, "n_parameters": 3115220}
{"train_lr": 0.001170934902982497, "train_loss": 3.9775810973535624, "test_loss": 1.7120976907606342, "test_acc1": 66.36800184326172, "test_acc5": 87.9140024609375, "epoch": 135, "n_parameters": 3115220}
{"train_lr": 0.001160652292715008, "train_loss": 3.962412577262409, "test_loss": 1.7642849044490407, "test_acc1": 66.37050173583984, "test_acc5": 87.79200255371094, "epoch": 136, "n_parameters": 3115220}
{"train_lr": 0.0011503526134195741, "train_loss": 3.9658474365679575, "test_loss": 1.6454584342605285, "test_acc1": 66.61650202392578, "test_acc5": 87.97900237792969, "epoch": 137, "n_parameters": 3115220}
{"train_lr": 0.0011400369945721502, "train_loss": 3.971625679593197, "test_loss": 1.782939441900217, "test_acc1": 66.25400196044922, "test_acc5": 87.87600267578125, "epoch": 138, "n_parameters": 3115220}
{"train_lr": 0.0011297065673965083, "train_loss": 3.9608403191292028, "test_loss": 1.7873725116480397, "test_acc1": 66.86950184814454, "test_acc5": 88.06650270019531, "epoch": 139, "n_parameters": 3115220}
{"train_lr": 0.001119362464740389, "train_loss": 3.9678642428178583, "test_loss": 1.633515678516781, "test_acc1": 67.15950199462891, "test_acc5": 88.12400238769531, "epoch": 140, "n_parameters": 3115220}
{"train_lr": 0.0011090058209513045, "train_loss": 3.9489375969870006, "test_loss": 1.7212036048410504, "test_acc1": 66.65500199707031, "test_acc5": 88.22000259277344, "epoch": 141, "n_parameters": 3115220}
{"train_lr": 0.0010986377717519028, "train_loss": 3.9683793143783923, "test_loss": 1.627451844570291, "test_acc1": 66.45100209472656, "test_acc5": 88.09250288574219, "epoch": 142, "n_parameters": 3115220}
{"train_lr": 0.0010882594541156603, "train_loss": 3.942071579009604, "test_loss": 1.627628816675594, "test_acc1": 66.90950206054687, "test_acc5": 88.27900280273437, "epoch": 143, "n_parameters": 3115220}
{"train_lr": 0.001077872006141972, "train_loss": 3.9507232433695685, "test_loss": 1.7238436960082018, "test_acc1": 66.825501953125, "test_acc5": 88.02650270996094, "epoch": 144, "n_parameters": 3115220}
{"train_lr": 0.001067476566931644, "train_loss": 3.9348045641855656, "test_loss": 1.546863221030199, "test_acc1": 66.89000236328125, "test_acc5": 88.3995023388672, "epoch": 145, "n_parameters": 3115220}
{"train_lr": 0.0010570742764617331, "train_loss": 3.959988140612007, "test_loss": 1.6733855332127054, "test_acc1": 66.80600201904296, "test_acc5": 88.06500215820313, "epoch": 146, "n_parameters": 3115220}
{"train_lr": 0.0010466662754605423, "train_loss": 3.9532888484039277, "test_loss": 1.6800990699584248, "test_acc1": 66.60600185546875, "test_acc5": 87.86600264160157, "epoch": 147, "n_parameters": 3115220}
{"train_lr": 0.0010362537052827495, "train_loss": 3.951938094328538, "test_loss": 1.702612659062138, "test_acc1": 66.26400196533203, "test_acc5": 87.80450258789062, "epoch": 148, "n_parameters": 3115220}
{"train_lr": 0.001025837707783931, "train_loss": 3.9234018099012613, "test_loss": 1.587573621905487, "test_acc1": 66.97300199951172, "test_acc5": 88.22200222167969, "epoch": 149, "n_parameters": 3115220}
{"train_lr": 0.0010154194251956726, "train_loss": 3.943416561106507, "test_loss": 1.562745671577126, "test_acc1": 67.5310019580078, "test_acc5": 88.54600263671875, "epoch": 150, "n_parameters": 3115220}
{"train_lr": 0.0010049999999999942, "train_loss": 3.9431172575024394, "test_loss": 1.7207598873904644, "test_acc1": 66.97650196289062, "test_acc5": 88.19400258789062, "epoch": 151, "n_parameters": 3115220}
{"train_lr": 0.0009945805748043264, "train_loss": 3.9286080129045566, "test_loss": 1.5332430541970348, "test_acc1": 67.8020022265625, "test_acc5": 88.56600236328126, "epoch": 152, "n_parameters": 3115220}
{"train_lr": 0.0009841622922160565, "train_loss": 3.930836999730812, "test_loss": 1.5723526609762934, "test_acc1": 67.50600194335938, "test_acc5": 88.5280026171875, "epoch": 153, "n_parameters": 3115220}
{"train_lr": 0.0009737462947172524, "train_loss": 3.9285301539918884, "test_loss": 1.6068459840221259, "test_acc1": 67.450002109375, "test_acc5": 88.42200236328125, "epoch": 154, "n_parameters": 3115220}
{"train_lr": 0.0009633337245394539, "train_loss": 3.9328418826694778, "test_loss": 1.5994555913765012, "test_acc1": 67.32600208984375, "test_acc5": 88.39000275390624, "epoch": 155, "n_parameters": 3115220}
{"train_lr": 0.0009529257235382627, "train_loss": 3.920842369111608, "test_loss": 1.7239226252978084, "test_acc1": 66.99800204101562, "test_acc5": 88.03200244140625, "epoch": 156, "n_parameters": 3115220}
{"train_lr": 0.0009425234330683488, "train_loss": 3.9306837621447945, "test_loss": 1.563204465021614, "test_acc1": 67.29200189453125, "test_acc5": 88.52000259765624, "epoch": 157, "n_parameters": 3115220}
{"train_lr": 0.000932127993858017, "train_loss": 3.9192077173984687, "test_loss": 1.6623001294281647, "test_acc1": 67.08600209960937, "test_acc5": 88.34800232421875, "epoch": 158, "n_parameters": 3115220}
{"train_lr": 0.0009217405458843423, "train_loss": 3.9045861816044143, "test_loss": 1.5966216949106173, "test_acc1": 67.70000220703125, "test_acc5": 88.5440026171875, "epoch": 159, "n_parameters": 3115220}
{"train_lr": 0.0009113622282480768, "train_loss": 3.9086521716712475, "test_loss": 1.6675706869773281, "test_acc1": 67.60800229492187, "test_acc5": 88.59200224609376, "epoch": 160, "n_parameters": 3115220}
{"train_lr": 0.0009009941790486844, "train_loss": 3.9265549543092577, "test_loss": 1.6098272859595204, "test_acc1": 67.48000192382813, "test_acc5": 88.74400240234375, "epoch": 161, "n_parameters": 3115220}
{"train_lr": 0.0008906375352596069, "train_loss": 3.911815799778695, "test_loss": 1.656172861124723, "test_acc1": 67.20800198242188, "test_acc5": 88.428002578125, "epoch": 162, "n_parameters": 3115220}
{"train_lr": 0.0008802934326035345, "train_loss": 3.89966995314919, "test_loss": 1.6077803582635544, "test_acc1": 67.7180019140625, "test_acc5": 88.85800255859375, "epoch": 163, "n_parameters": 3115220}
{"train_lr": 0.0008699630054278556, "train_loss": 3.915889593480016, "test_loss": 1.7217178431176048, "test_acc1": 67.74400200195312, "test_acc5": 88.744002421875, "epoch": 164, "n_parameters": 3115220}
{"train_lr": 0.0008596473865804057, "train_loss": 3.8936843868258664, "test_loss": 1.590340319935602, "test_acc1": 68.20000185546876, "test_acc5": 88.85200259765625, "epoch": 165, "n_parameters": 3115220}
{"train_lr": 0.0008493477072849649, "train_loss": 3.8955616709902037, "test_loss": 1.4970788841939155, "test_acc1": 67.86800204101563, "test_acc5": 88.8600024609375, "epoch": 166, "n_parameters": 3115220}
{"train_lr": 0.0008390650970174828, "train_loss": 3.8878030464898865, "test_loss": 1.606442691715619, "test_acc1": 67.8200017578125, "test_acc5": 88.85600220703125, "epoch": 167, "n_parameters": 3115220}
{"train_lr": 0.0008288006833820049, "train_loss": 3.894159343602846, "test_loss": 1.583080639365975, "test_acc1": 68.21000171875, "test_acc5": 88.900002265625, "epoch": 168, "n_parameters": 3115220}
{"train_lr": 0.0008185555919871892, "train_loss": 3.8983084382198983, "test_loss": 1.797413192177547, "test_acc1": 67.48800205078125, "test_acc5": 88.52800212890625, "epoch": 169, "n_parameters": 3115220}
{"train_lr": 0.0008083309463227931, "train_loss": 3.886937471983625, "test_loss": 1.588216309784023, "test_acc1": 68.28600219726563, "test_acc5": 89.03800263671874, "epoch": 170, "n_parameters": 3115220}
{"train_lr": 0.0007981278676363332, "train_loss": 3.8865245562091433, "test_loss": 1.5579582229825377, "test_acc1": 68.32400200195312, "test_acc5": 89.11200232421875, "epoch": 171, "n_parameters": 3115220}
{"train_lr": 0.000787947474810457, "train_loss": 3.877497127159036, "test_loss": 1.592253602188052, "test_acc1": 67.5600019921875, "test_acc5": 88.61400263671875, "epoch": 172, "n_parameters": 3115220}
{"train_lr": 0.0007777908842399035, "train_loss": 3.8785734785070045, "test_loss": 1.5546822770861268, "test_acc1": 68.27000208984374, "test_acc5": 88.9380026171875, "epoch": 173, "n_parameters": 3115220}
{"train_lr": 0.00076765920970933, "train_loss": 3.8765444400594484, "test_loss": 1.5520356197393577, "test_acc1": 68.52200223632812, "test_acc5": 89.1960023828125, "epoch": 174, "n_parameters": 3115220}
{"train_lr": 0.0007575535622709474, "train_loss": 3.868298840275009, "test_loss": 1.56934985268207, "test_acc1": 68.5020019921875, "test_acc5": 89.07400212890624, "epoch": 175, "n_parameters": 3115220}
{"train_lr": 0.0007474750501229816, "train_loss": 3.8885148898017206, "test_loss": 1.519230875805134, "test_acc1": 68.82400208007813, "test_acc5": 89.20800255859375, "epoch": 176, "n_parameters": 3115220}
{"train_lr": 0.0007374247784878159, "train_loss": 3.878473716769382, "test_loss": 1.5032711693348775, "test_acc1": 68.76200190429688, "test_acc5": 89.21600248046875, "epoch": 177, "n_parameters": 3115220}
{"train_lr": 0.0007274038494909853, "train_loss": 3.874936247424637, "test_loss": 1.6067711055733775, "test_acc1": 68.388001953125, "test_acc5": 89.0500025, "epoch": 178, "n_parameters": 3115220}
{"train_lr": 0.0007174133620402375, "train_loss": 3.863548335745085, "test_loss": 1.5064393259186781, "test_acc1": 68.4360021875, "test_acc5": 89.1360023828125, "epoch": 179, "n_parameters": 3115220}
{"train_lr": 0.000707454411705174, "train_loss": 3.854864489260337, "test_loss": 1.6765637543365246, "test_acc1": 67.650001640625, "test_acc5": 88.67600271484375, "epoch": 180, "n_parameters": 3115220}
{"train_lr": 0.0006975280905969458, "train_loss": 3.859680113270224, "test_loss": 1.6216131303146595, "test_acc1": 68.58800212890625, "test_acc5": 88.9700024609375, "epoch": 181, "n_parameters": 3115220}
{"train_lr": 0.0006876354872484032, "train_loss": 3.85037996481172, "test_loss": 1.4950922864084026, "test_acc1": 69.53600221679687, "test_acc5": 89.7100026953125, "epoch": 182, "n_parameters": 3115220}
{"train_lr": 0.0006777776864951224, "train_loss": 3.859807537852241, "test_loss": 1.5284252198597856, "test_acc1": 68.98000198242187, "test_acc5": 89.43200259765625, "epoch": 183, "n_parameters": 3115220}
{"train_lr": 0.0006679557693559406, "train_loss": 3.8565684272040377, "test_loss": 1.6434843749490402, "test_acc1": 68.76200212890625, "test_acc5": 89.30800271484375, "epoch": 184, "n_parameters": 3115220}
{"train_lr": 0.0006581708129147807, "train_loss": 3.841496435715426, "test_loss": 1.5367825836625717, "test_acc1": 68.95400190429687, "test_acc5": 89.38400216796875, "epoch": 185, "n_parameters": 3115220}
{"train_lr": 0.0006484238902024427, "train_loss": 3.847394927704839, "test_loss": 1.524226586327298, "test_acc1": 68.92800225585937, "test_acc5": 89.2680025390625, "epoch": 186, "n_parameters": 3115220}
{"train_lr": 0.0006387160700787324, "train_loss": 3.8534492396717543, "test_loss": 1.6042850208646469, "test_acc1": 68.80800197265626, "test_acc5": 89.2740026171875, "epoch": 187, "n_parameters": 3115220}
{"train_lr": 0.0006290484171156341, "train_loss": 3.8366284134100193, "test_loss": 1.5382190096469326, "test_acc1": 69.1280021484375, "test_acc5": 89.52400259765625, "epoch": 188, "n_parameters": 3115220}
{"train_lr": 0.000619421991480156, "train_loss": 3.8391443858806085, "test_loss": 1.5751765543267926, "test_acc1": 69.19600205078125, "test_acc5": 89.5940027734375, "epoch": 189, "n_parameters": 3115220}
{"train_lr": 0.0006098378488184041, "train_loss": 3.8400510204591147, "test_loss": 1.5008848860063626, "test_acc1": 69.110002109375, "test_acc5": 89.52200240234374, "epoch": 190, "n_parameters": 3115220}
{"train_lr": 0.0006002970401395667, "train_loss": 3.8425565246674274, "test_loss": 1.591028466479469, "test_acc1": 69.08000171875, "test_acc5": 89.4560026171875, "epoch": 191, "n_parameters": 3115220}
{"train_lr": 0.0005908006117009122, "train_loss": 3.8310125721253745, "test_loss": 1.6195633952854245, "test_acc1": 69.13400241210938, "test_acc5": 89.4920023046875, "epoch": 192, "n_parameters": 3115220}
{"train_lr": 0.0005813496048927556, "train_loss": 3.834908590328207, "test_loss": 1.5353757893766156, "test_acc1": 69.74600234375, "test_acc5": 89.6960025390625, "epoch": 193, "n_parameters": 3115220}
{"train_lr": 0.000571945056124538, "train_loss": 3.828074673382784, "test_loss": 1.6292013485013073, "test_acc1": 69.2460018359375, "test_acc5": 89.574002421875, "epoch": 194, "n_parameters": 3115220}
{"train_lr": 0.0005625879967110111, "train_loss": 3.81436396550408, "test_loss": 1.547269883956618, "test_acc1": 69.32000200195313, "test_acc5": 89.8120025, "epoch": 195, "n_parameters": 3115220}
{"train_lr": 0.000553279452759151, "train_loss": 3.8170918918532624, "test_loss": 1.5548589079434636, "test_acc1": 69.50200185546875, "test_acc5": 89.82800275390625, "epoch": 196, "n_parameters": 3115220}
{"train_lr": 0.000544020445055746, "train_loss": 3.833593216588457, "test_loss": 1.6036623884703367, "test_acc1": 69.2780021875, "test_acc5": 89.5860027734375, "epoch": 197, "n_parameters": 3115220}
{"train_lr": 0.0005348119889552969, "train_loss": 3.8206408587005214, "test_loss": 1.5120680345833757, "test_acc1": 69.67400213867188, "test_acc5": 89.82400251953125, "epoch": 198, "n_parameters": 3115220}
{"train_lr": 0.0005256550942687951, "train_loss": 3.803792110116457, "test_loss": 1.6268548360307709, "test_acc1": 69.66200234375, "test_acc5": 89.7620027734375, "epoch": 199, "n_parameters": 3115220}
{"train_lr": 0.0005165507651529303, "train_loss": 3.821245516470963, "test_loss": 1.5681511605058918, "test_acc1": 69.77000234375, "test_acc5": 89.7960025, "epoch": 200, "n_parameters": 3115220}
{"train_lr": 0.0005074999999999948, "train_loss": 3.8003991596418607, "test_loss": 1.5585143147534086, "test_acc1": 69.736001953125, "test_acc5": 89.880002578125, "epoch": 201, "n_parameters": 3115220}
{"train_lr": 0.0004985037913283869, "train_loss": 3.799150012332282, "test_loss": 1.5039252356718515, "test_acc1": 70.01000231445313, "test_acc5": 89.970002578125, "epoch": 202, "n_parameters": 3115220}
{"train_lr": 0.0004895631256737284, "train_loss": 3.7960483165000745, "test_loss": 1.4850671773648445, "test_acc1": 70.05300224609375, "test_acc5": 90.0220026953125, "epoch": 203, "n_parameters": 3115220}
{"train_lr": 0.0004806789834808088, "train_loss": 3.7945156783508738, "test_loss": 1.5639916353553307, "test_acc1": 69.66700182617187, "test_acc5": 89.80800251953124, "epoch": 204, "n_parameters": 3115220}
{"train_lr": 0.00047185233899589926, "train_loss": 3.8068747086871824, "test_loss": 1.646448608118159, "test_acc1": 69.81800233398438, "test_acc5": 89.90800248046875, "epoch": 205, "n_parameters": 3115220}
{"train_lr": 0.0004630841601600537, "train_loss": 3.79064545433203, "test_loss": 1.5820784395887653, "test_acc1": 69.6990022265625, "test_acc5": 89.8160022265625, "epoch": 206, "n_parameters": 3115220}
{"train_lr": 0.00045437540850286774, "train_loss": 3.796467007921754, "test_loss": 1.5244935655411873, "test_acc1": 70.3120022265625, "test_acc5": 90.11000287109376, "epoch": 207, "n_parameters": 3115220}
{"train_lr": 0.00044572703903712323, "train_loss": 3.783019472893289, "test_loss": 1.6347279726093962, "test_acc1": 69.86200216796875, "test_acc5": 90.008002421875, "epoch": 208, "n_parameters": 3115220}
{"train_lr": 0.0004371400001539953, "train_loss": 3.781114179453404, "test_loss": 1.4750828415382908, "test_acc1": 70.38100235351563, "test_acc5": 90.12200240234375, "epoch": 209, "n_parameters": 3115220}
{"train_lr": 0.0004286152335190424, "train_loss": 3.780385488133541, "test_loss": 1.4461153695601543, "test_acc1": 70.2520022265625, "test_acc5": 90.04000248046874, "epoch": 210, "n_parameters": 3115220}
{"train_lr": 0.000420153673968981, "train_loss": 3.7744494912912137, "test_loss": 1.5011515376222042, "test_acc1": 70.02800208007812, "test_acc5": 89.98200265625, "epoch": 211, "n_parameters": 3115220}
{"train_lr": 0.0004117562494092057, "train_loss": 3.793382600199976, "test_loss": 1.4265799640699197, "test_acc1": 70.42500223632813, "test_acc5": 90.12800248046875, "epoch": 212, "n_parameters": 3115220}
{"train_lr": 0.00040342388071194763, "train_loss": 3.782081576321813, "test_loss": 1.4240136196595112, "test_acc1": 70.47400202148438, "test_acc5": 90.28200234375, "epoch": 213, "n_parameters": 3115220}
{"train_lr": 0.0003951574816152834, "train_loss": 3.7772633403325253, "test_loss": 1.506373514200895, "test_acc1": 70.06800192382812, "test_acc5": 90.1640026171875, "epoch": 214, "n_parameters": 3115220}
{"train_lr": 0.000386957958623088, "train_loss": 3.7665728826126417, "test_loss": 1.4794667354066864, "test_acc1": 70.9110022265625, "test_acc5": 90.34600240234376, "epoch": 215, "n_parameters": 3115220}
{"train_lr": 0.00037882621090540595, "train_loss": 3.7594226318107045, "test_loss": 1.6061973617277072, "test_acc1": 70.45100244140625, "test_acc5": 90.2100024609375, "epoch": 216, "n_parameters": 3115220}
{"train_lr": 0.00037076313020005785, "train_loss": 3.757226977941039, "test_loss": 1.5712367287118927, "test_acc1": 70.48800237304688, "test_acc5": 90.17600212890625, "epoch": 217, "n_parameters": 3115220}
{"train_lr": 0.00036276960071467357, "train_loss": 3.7543244460027374, "test_loss": 1.4588598313222405, "test_acc1": 70.91700224609374, "test_acc5": 90.592002578125, "epoch": 218, "n_parameters": 3115220}
{"train_lr": 0.0003548464990298402, "train_loss": 3.7620497270167874, "test_loss": 1.4562959134123707, "test_acc1": 70.9400020703125, "test_acc5": 90.3760022265625, "epoch": 219, "n_parameters": 3115220}
{"train_lr": 0.00034699469400295937, "train_loss": 3.7600632581017095, "test_loss": 1.5758609607929492, "test_acc1": 70.50800217773437, "test_acc5": 90.1460028125, "epoch": 220, "n_parameters": 3115220}
{"train_lr": 0.00033921504667294326, "train_loss": 3.743338814789919, "test_loss": 1.4555340768726728, "test_acc1": 70.9590025390625, "test_acc5": 90.4120026171875, "epoch": 221, "n_parameters": 3115220}
{"train_lr": 0.00033150841016575726, "train_loss": 3.749362253170791, "test_loss": 1.4665498824519965, "test_acc1": 70.9500024609375, "test_acc5": 90.5320025, "epoch": 222, "n_parameters": 3115220}
{"train_lr": 0.00032387562960095584, "train_loss": 3.750229199298566, "test_loss": 1.4949458018514037, "test_acc1": 70.85600219726562, "test_acc5": 90.60400251953125, "epoch": 223, "n_parameters": 3115220}
{"train_lr": 0.000316317541998952, "train_loss": 3.747379419281424, "test_loss": 1.5340687400512112, "test_acc1": 70.9260021484375, "test_acc5": 90.57000271484375, "epoch": 224, "n_parameters": 3115220}
{"train_lr": 0.0003088349761892061, "train_loss": 3.7491511239898765, "test_loss": 1.5115841490621784, "test_acc1": 70.97400205078125, "test_acc5": 90.456002578125, "epoch": 225, "n_parameters": 3115220}
{"train_lr": 0.0003014287527193804, "train_loss": 3.746488860137552, "test_loss": 1.434271546265551, "test_acc1": 71.17100228515625, "test_acc5": 90.61600251953125, "epoch": 226, "n_parameters": 3115220}
{"train_lr": 0.000294099683765366, "train_loss": 3.737863397474388, "test_loss": 1.3399376673552825, "test_acc1": 71.48700237304688, "test_acc5": 90.83600267578124, "epoch": 227, "n_parameters": 3115220}
{"train_lr": 0.00028684857304212387, "train_loss": 3.7303528433128132, "test_loss": 1.5294151720199876, "test_acc1": 70.80300198242188, "test_acc5": 90.64400236328125, "epoch": 228, "n_parameters": 3115220}
{"train_lr": 0.0002796762157156927, "train_loss": 3.746230062535055, "test_loss": 1.4896401358014755, "test_acc1": 70.9690021484375, "test_acc5": 90.5840025390625, "epoch": 229, "n_parameters": 3115220}
{"train_lr": 0.0002725833983158693, "train_loss": 3.732396091774499, "test_loss": 1.4103996103046506, "test_acc1": 71.62400239257812, "test_acc5": 90.91300259765625, "epoch": 230, "n_parameters": 3115220}
{"train_lr": 0.00026557089864998566, "train_loss": 3.729249291473346, "test_loss": 1.4127814983593598, "test_acc1": 71.49200209960938, "test_acc5": 90.86400248046876, "epoch": 231, "n_parameters": 3115220}
{"train_lr": 0.0002586394857176932, "train_loss": 3.7136711693591447, "test_loss": 1.3925046816126991, "test_acc1": 71.56200255859375, "test_acc5": 90.8620025390625, "epoch": 232, "n_parameters": 3115220}
{"train_lr": 0.0002517899196265048, "train_loss": 3.71800660005481, "test_loss": 1.4481943199652751, "test_acc1": 71.38900215820313, "test_acc5": 90.7080026953125, "epoch": 233, "n_parameters": 3115220}
{"train_lr": 0.00024502295150852677, "train_loss": 3.719119717844194, "test_loss": 1.433581602027398, "test_acc1": 71.68200203125, "test_acc5": 90.972002421875, "epoch": 234, "n_parameters": 3115220}
{"train_lr": 0.00023833932343808706, "train_loss": 3.7120973564070954, "test_loss": 1.429020147742206, "test_acc1": 71.58200232421875, "test_acc5": 90.88400244140625, "epoch": 235, "n_parameters": 3115220}
{"train_lr": 0.00023173976835031383, "train_loss": 3.7180378026813625, "test_loss": 1.4249925122006248, "test_acc1": 71.73000217773438, "test_acc5": 91.08900271484374, "epoch": 236, "n_parameters": 3115220}
{"train_lr": 0.00022522500996078677, "train_loss": 3.6999741111346762, "test_loss": 1.4554714869906884, "test_acc1": 71.54600217773438, "test_acc5": 90.9260024609375, "epoch": 237, "n_parameters": 3115220}
{"train_lr": 0.0002187957626861862, "train_loss": 3.7132658994169256, "test_loss": 1.4183939267660826, "test_acc1": 71.90400220703125, "test_acc5": 90.93400234375, "epoch": 238, "n_parameters": 3115220}
{"train_lr": 0.00021245273156592372, "train_loss": 3.6882674624022247, "test_loss": 1.4486679616775222, "test_acc1": 71.92300229492187, "test_acc5": 91.0680025, "epoch": 239, "n_parameters": 3115220}
{"train_lr": 0.00020619661218484483, "train_loss": 3.7006067923790544, "test_loss": 1.4363358575879162, "test_acc1": 71.55000239257812, "test_acc5": 90.86800244140625, "epoch": 240, "n_parameters": 3115220}
{"train_lr": 0.00020002809059693196, "train_loss": 3.6816126900992328, "test_loss": 1.3485364026695716, "test_acc1": 72.11600233398437, "test_acc5": 91.1020024609375, "epoch": 241, "n_parameters": 3115220}
{"train_lr": 0.00019394784325008614, "train_loss": 3.710424081741763, "test_loss": 1.4007539175848924, "test_acc1": 72.00900223632813, "test_acc5": 91.116002734375, "epoch": 242, "n_parameters": 3115220}
{"train_lr": 0.0001879565369119692, "train_loss": 3.6987064885292695, "test_loss": 1.4523877028290553, "test_acc1": 72.17500228515625, "test_acc5": 91.1420026953125, "epoch": 243, "n_parameters": 3115220}
{"train_lr": 0.0001820548285968152, "train_loss": 3.7011450810684003, "test_loss": 1.4500899847227198, "test_acc1": 72.10200241210937, "test_acc5": 90.97000263671875, "epoch": 244, "n_parameters": 3115220}
{"train_lr": 0.00017624336549345503, "train_loss": 3.6696769407898975, "test_loss": 1.4075218111504124, "test_acc1": 72.2460024609375, "test_acc5": 91.21000267578125, "epoch": 245, "n_parameters": 3115220}
{"train_lr": 0.00017052278489430097, "train_loss": 3.690184696401052, "test_loss": 1.3870816881420047, "test_acc1": 72.16200252929687, "test_acc5": 91.33600267578124, "epoch": 246, "n_parameters": 3115220}
{"train_lr": 0.00016489371412549964, "train_loss": 3.6886187967636603, "test_loss": 1.4283907454432423, "test_acc1": 72.10600201171874, "test_acc5": 91.25800240234375, "epoch": 247, "n_parameters": 3115220}
{"train_lr": 0.00015935677047806973, "train_loss": 3.6733376364723194, "test_loss": 1.383233413896488, "test_acc1": 72.29000211914062, "test_acc5": 91.42200255859375, "epoch": 248, "n_parameters": 3115220}
{"train_lr": 0.00015391256114029845, "train_loss": 3.6782353220702553, "test_loss": 1.393879763497651, "test_acc1": 72.3440023828125, "test_acc5": 91.4360025390625, "epoch": 249, "n_parameters": 3115220}
{"train_lr": 0.00014856168313107318, "train_loss": 3.671020421573965, "test_loss": 1.41590403509504, "test_acc1": 72.45000240234376, "test_acc5": 91.33800244140625, "epoch": 250, "n_parameters": 3115220}
{"train_lr": 0.00014330472323448312, "train_loss": 3.667781567640251, "test_loss": 1.3104580627142928, "test_acc1": 72.38800219726562, "test_acc5": 91.33000236328125, "epoch": 251, "n_parameters": 3115220}
{"train_lr": 0.0001381422579354107, "train_loss": 3.6808674167767226, "test_loss": 1.3780835721328968, "test_acc1": 72.46400215820313, "test_acc5": 91.4120028125, "epoch": 252, "n_parameters": 3115220}
{"train_lr": 0.0001330748533563583, "train_loss": 3.6769515364576013, "test_loss": 1.3984211000777382, "test_acc1": 72.44600228515625, "test_acc5": 91.33800265625, "epoch": 253, "n_parameters": 3115220}
{"train_lr": 0.00012810306519533694, "train_loss": 3.6764941551416612, "test_loss": 1.4856124188153799, "test_acc1": 72.36000219726563, "test_acc5": 91.33000263671875, "epoch": 254, "n_parameters": 3115220}
{"train_lr": 0.00012322743866494126, "train_loss": 3.6792942714348116, "test_loss": 1.3772886186155655, "test_acc1": 72.62000212890625, "test_acc5": 91.43600234375, "epoch": 255, "n_parameters": 3115220}
{"train_lr": 0.00011844850843257583, "train_loss": 3.6604391540364207, "test_loss": 1.3927718633003818, "test_acc1": 72.42600235351563, "test_acc5": 91.32200263671875, "epoch": 256, "n_parameters": 3115220}
{"train_lr": 0.00011376679856178666, "train_loss": 3.6720320106410296, "test_loss": 1.4242022433353745, "test_acc1": 72.49200205078125, "test_acc5": 91.42900267578125, "epoch": 257, "n_parameters": 3115220}
{"train_lr": 0.00010918282245481492, "train_loss": 3.6481560356706546, "test_loss": 1.3258103277847058, "test_acc1": 72.76200224609374, "test_acc5": 91.438002578125, "epoch": 258, "n_parameters": 3115220}
{"train_lr": 0.00010469708279631207, "train_loss": 3.6515096957735023, "test_loss": 1.3546116770678804, "test_acc1": 72.63800213867188, "test_acc5": 91.47800275390625, "epoch": 259, "n_parameters": 3115220}
{"train_lr": 0.00010031007149816415, "train_loss": 3.648678130240177, "test_loss": 1.3452539216471082, "test_acc1": 72.77400234375, "test_acc5": 91.57800251953125, "epoch": 260, "n_parameters": 3115220}
{"train_lr": 9.602226964561254e-05, "train_loss": 3.657231367415757, "test_loss": 1.4223620086225846, "test_acc1": 72.68400245117188, "test_acc5": 91.518002421875, "epoch": 261, "n_parameters": 3115220}
{"train_lr": 9.183414744444096e-05, "train_loss": 3.6472583274951846, "test_loss": 1.446575952395228, "test_acc1": 72.7940023046875, "test_acc5": 91.4560024609375, "epoch": 262, "n_parameters": 3115220}
{"train_lr": 8.774616416944161e-05, "train_loss": 3.6485730173776476, "test_loss": 1.3662745402059482, "test_acc1": 72.94600205078125, "test_acc5": 91.5780025390625, "epoch": 263, "n_parameters": 3115220}
{"train_lr": 8.37587681140576e-05, "train_loss": 3.642247247324287, "test_loss": 1.4588431010719474, "test_acc1": 72.71800251953125, "test_acc5": 91.4660026171875, "epoch": 264, "n_parameters": 3115220}
{"train_lr": 7.987239654118778e-05, "train_loss": 3.6329948639602874, "test_loss": 1.3654075547029043, "test_acc1": 73.0260023046875, "test_acc5": 91.7100027734375, "epoch": 265, "n_parameters": 3115220}
{"train_lr": 7.608747563528369e-05, "train_loss": 3.6362070214929436, "test_loss": 1.38654670051036, "test_acc1": 72.93200223632813, "test_acc5": 91.636002734375, "epoch": 266, "n_parameters": 3115220}
{"train_lr": 7.240442045557008e-05, "train_loss": 3.6504069131722363, "test_loss": 1.3745290668866106, "test_acc1": 73.04400209960937, "test_acc5": 91.69600263671875, "epoch": 267, "n_parameters": 3115220}
{"train_lr": 6.882363489054739e-05, "train_loss": 3.6356466842784014, "test_loss": 1.4299060488475188, "test_acc1": 72.84600208984375, "test_acc5": 91.52800232421875, "epoch": 268, "n_parameters": 3115220}
{"train_lr": 6.534551161370524e-05, "train_loss": 3.626154156135236, "test_loss": 1.4143447566578407, "test_acc1": 73.0540019921875, "test_acc5": 91.60600248046875, "epoch": 269, "n_parameters": 3115220}
{"train_lr": 6.197043204046283e-05, "train_loss": 3.640360993732937, "test_loss": 1.4031183842484278, "test_acc1": 72.96000208984375, "test_acc5": 91.59400248046875, "epoch": 270, "n_parameters": 3115220}
{"train_lr": 5.8698766286322e-05, "train_loss": 3.6199990195526683, "test_loss": 1.3531508827937468, "test_acc1": 73.06800244140625, "test_acc5": 91.7440026171875, "epoch": 271, "n_parameters": 3115220}
{"train_lr": 5.553087312630515e-05, "train_loss": 3.625504588623413, "test_loss": 1.31615417103731, "test_acc1": 73.16200216796875, "test_acc5": 91.78000251953125, "epoch": 272, "n_parameters": 3115220}
{"train_lr": 5.246709995559324e-05, "train_loss": 3.620745117858731, "test_loss": 1.3689430242276375, "test_acc1": 73.28800208984374, "test_acc5": 91.7540023828125, "epoch": 273, "n_parameters": 3115220}
{"train_lr": 4.950778275144282e-05, "train_loss": 3.622686187426249, "test_loss": 1.3469787103529194, "test_acc1": 73.19200250976563, "test_acc5": 91.84600255859375, "epoch": 274, "n_parameters": 3115220}
{"train_lr": 4.6653246036330756e-05, "train_loss": 3.629843265747281, "test_loss": 1.4757887575462574, "test_acc1": 72.96800245117187, "test_acc5": 91.6500026171875, "epoch": 275, "n_parameters": 3115220}
{"train_lr": 4.3903802842375774e-05, "train_loss": 3.6155396767085692, "test_loss": 1.398585810461117, "test_acc1": 73.08800233398438, "test_acc5": 91.7060026171875, "epoch": 276, "n_parameters": 3115220}
{"train_lr": 4.1259754677011786e-05, "train_loss": 3.6256461583262536, "test_loss": 1.3574386976147426, "test_acc1": 73.244002421875, "test_acc5": 91.81000251953125, "epoch": 277, "n_parameters": 3115220}
{"train_lr": 3.872139148991317e-05, "train_loss": 3.619705355901131, "test_loss": 1.4282821052857029, "test_acc1": 73.19600241210938, "test_acc5": 91.7440024609375, "epoch": 278, "n_parameters": 3115220}
{"train_lr": 3.628899164120447e-05, "train_loss": 3.6151549788497146, "test_loss": 1.321215727857051, "test_acc1": 73.29800212890625, "test_acc5": 91.92400244140624, "epoch": 279, "n_parameters": 3115220}
{"train_lr": 3.396282187094542e-05, "train_loss": 3.6127008146328703, "test_loss": 1.314116872903955, "test_acc1": 73.4760025390625, "test_acc5": 91.9560025, "epoch": 280, "n_parameters": 3115220}
{"train_lr": 3.174313726986302e-05, "train_loss": 3.606572570131837, "test_loss": 1.34715961090481, "test_acc1": 73.21800233398437, "test_acc5": 91.796002421875, "epoch": 281, "n_parameters": 3115220}
{"train_lr": 2.9630181251387e-05, "train_loss": 3.6292722359073344, "test_loss": 1.3424853091021531, "test_acc1": 73.43400255859375, "test_acc5": 91.83600228515625, "epoch": 282, "n_parameters": 3115220}
{"train_lr": 2.7624185524954176e-05, "train_loss": 3.620708281282994, "test_loss": 1.346673145548988, "test_acc1": 73.3780026953125, "test_acc5": 91.9200026953125, "epoch": 283, "n_parameters": 3115220}
{"train_lr": 2.572537007060402e-05, "train_loss": 3.616029159485293, "test_loss": 1.3810285252469185, "test_acc1": 73.37400217773437, "test_acc5": 91.8640028125, "epoch": 284, "n_parameters": 3115220}
{"train_lr": 2.3933943114847106e-05, "train_loss": 3.6100839103916758, "test_loss": 1.3209417334949698, "test_acc1": 73.45200225585937, "test_acc5": 91.972002734375, "epoch": 285, "n_parameters": 3115220}
{"train_lr": 2.2250101107838575e-05, "train_loss": 3.600722555872157, "test_loss": 1.4249166477727526, "test_acc1": 73.2400023046875, "test_acc5": 91.83600259765625, "epoch": 286, "n_parameters": 3115220}
{"train_lr": 2.0674028701827155e-05, "train_loss": 3.607058935647579, "test_loss": 1.3721937164095521, "test_acc1": 73.35800251953125, "test_acc5": 91.9080023046875, "epoch": 287, "n_parameters": 3115220}
{"train_lr": 1.9205898730913854e-05, "train_loss": 3.6003179324330756, "test_loss": 1.3161376418958184, "test_acc1": 73.4800025, "test_acc5": 91.89200248046875, "epoch": 288, "n_parameters": 3115220}
{"train_lr": 1.7845872192095012e-05, "train_loss": 3.6129520535469055, "test_loss": 1.29676419542036, "test_acc1": 73.49200220703125, "test_acc5": 91.96200248046875, "epoch": 289, "n_parameters": 3115220}
{"train_lr": 1.659409822760516e-05, "train_loss": 3.614486801633827, "test_loss": 1.4395589992290234, "test_acc1": 73.30800247070313, "test_acc5": 91.85000244140625, "epoch": 290, "n_parameters": 3115220}
{"train_lr": 1.545071410856787e-05, "train_loss": 3.5982214621216846, "test_loss": 1.3514965385881088, "test_acc1": 73.4640023046875, "test_acc5": 91.91200263671875, "epoch": 291, "n_parameters": 3115220}
{"train_lr": 1.4415845219935669e-05, "train_loss": 3.6084202046779326, "test_loss": 1.339270532131195, "test_acc1": 73.52200215820312, "test_acc5": 91.93600279296875, "epoch": 292, "n_parameters": 3115220}
{"train_lr": 1.3489605046743441e-05, "train_loss": 3.603102404817784, "test_loss": 1.2978125652511612, "test_acc1": 73.64700263671875, "test_acc5": 91.99100267089844, "epoch": 293, "n_parameters": 3115220}
{"train_lr": 1.267209516166461e-05, "train_loss": 3.602119121143667, "test_loss": 1.3202178371316604, "test_acc1": 73.58000220947265, "test_acc5": 91.91950283203126, "epoch": 294, "n_parameters": 3115220}
{"train_lr": 1.1963405213869678e-05, "train_loss": 3.604017154442416, "test_loss": 1.3402996130344522, "test_acc1": 73.50850265869141, "test_acc5": 91.93000241699218, "epoch": 295, "n_parameters": 3115220}
{"train_lr": 1.1363612919198826e-05, "train_loss": 3.6118933978698236, "test_loss": 1.4134170055844402, "test_acc1": 73.45800247558594, "test_acc5": 91.8485023828125, "epoch": 296, "n_parameters": 3115220}
{"train_lr": 1.0872784051636047e-05, "train_loss": 3.6050431264771357, "test_loss": 1.4192282071777882, "test_acc1": 73.22150242431641, "test_acc5": 91.83050264160157, "epoch": 297, "n_parameters": 3115220}
{"train_lr": 1.0490972436097075e-05, "train_loss": 3.6063172126369034, "test_loss": 1.3410855350831083, "test_acc1": 73.56550238769532, "test_acc5": 91.93850247070313, "epoch": 298, "n_parameters": 3115220}
{"train_lr": 1.0218219942528799e-05, "train_loss": 3.6092905820511896, "test_loss": 1.4154215540367228, "test_acc1": 73.4170022265625, "test_acc5": 91.86000245605469, "epoch": 299, "n_parameters": 3115220}