{"train_lr": 9.999999999999953e-07, "train_loss": 6.942186165294297, "test_loss": 6.896252046931874, "test_acc1": 0.15800000983715057, "test_acc5": 0.7960000267219544, "epoch": 0, "n_parameters": 19845712} {"train_lr": 9.999999999999953e-07, "train_loss": 6.9194922823604825, "test_loss": 6.869210944031224, "test_acc1": 0.33200001564025877, "test_acc5": 1.3700000501060485, "epoch": 1, "n_parameters": 19845712} {"train_lr": 0.0004007999999999919, "train_loss": 6.706019394403453, "test_loss": 5.972997603994427, "test_acc1": 3.4800001127624514, "test_acc5": 12.3400003074646, "epoch": 2, "n_parameters": 19845712} {"train_lr": 0.0008006000000000176, "train_loss": 6.464065174214083, "test_loss": 5.227442535487088, "test_acc1": 8.904000248565675, "test_acc5": 24.50200073425293, "epoch": 3, "n_parameters": 19845712} {"train_lr": 0.0012004000000000285, "train_loss": 6.1703243828315335, "test_loss": 4.2804167288722414, "test_acc1": 18.22200048461914, "test_acc5": 40.23200104675293, "epoch": 4, "n_parameters": 19845712} {"train_lr": 0.0016001999999999824, "train_loss": 5.752789879969651, "test_loss": 3.4989786166133303, "test_acc1": 29.632000894470213, "test_acc5": 55.64000151916504, "epoch": 5, "n_parameters": 19845712} {"train_lr": 0.0019986363870807653, "train_loss": 5.416983523052469, "test_loss": 3.1326279080275334, "test_acc1": 36.380001083374026, "test_acc5": 62.9600016998291, "epoch": 6, "n_parameters": 19845712} {"train_lr": 0.0019980365947861213, "train_loss": 5.148596481548892, "test_loss": 2.6620506292039696, "test_acc1": 44.61000124816894, "test_acc5": 70.96800208557129, "epoch": 7, "n_parameters": 19845712} {"train_lr": 0.0019973279048383337, "train_loss": 4.960604428625603, "test_loss": 2.4216380805680244, "test_acc1": 49.016001304321286, "test_acc5": 75.29200282348633, "epoch": 8, "n_parameters": 19845712} {"train_lr": 0.0019965103949532445, "train_loss": 4.827607014529901, "test_loss": 2.2456614591858606, "test_acc1": 51.472001279296876, "test_acc5": 77.55200245422364, "epoch": 9, "n_parameters": 19845712} {"train_lr": 0.0019955841547800715, "train_loss": 4.700074843651385, "test_loss": 2.134025012001847, "test_acc1": 54.92400157287598, "test_acc5": 79.97400245544434, "epoch": 10, "n_parameters": 19845712} {"train_lr": 0.0019945492858914116, "train_loss": 4.593957877606988, "test_loss": 2.1019983661897257, "test_acc1": 55.95400148010254, "test_acc5": 80.75200231140137, "epoch": 11, "n_parameters": 19845712} {"train_lr": 0.0019934059017723614, "train_loss": 4.53248920157659, "test_loss": 1.9934236172473792, "test_acc1": 58.10400140930176, "test_acc5": 82.24600257446289, "epoch": 12, "n_parameters": 19845712} {"train_lr": 0.0019921541278078774, "train_loss": 4.447943052751936, "test_loss": 1.8904042424577656, "test_acc1": 59.52600169433594, "test_acc5": 83.26000269348144, "epoch": 13, "n_parameters": 19845712} {"train_lr": 0.0019907941012690692, "train_loss": 4.400019783958447, "test_loss": 1.8133032647046177, "test_acc1": 60.840001634521485, "test_acc5": 84.31400266845704, "epoch": 14, "n_parameters": 19845712} {"train_lr": 0.0019893259712981484, "train_loss": 4.34945326419376, "test_loss": 1.8570546236905185, "test_acc1": 61.050001473999025, "test_acc5": 84.17200249572754, "epoch": 15, "n_parameters": 19845712} {"train_lr": 0.0019877498988920997, "train_loss": 4.309803227154757, "test_loss": 1.809061176849134, "test_acc1": 62.20200190551758, "test_acc5": 85.27600269775391, "epoch": 16, "n_parameters": 19845712} {"train_lr": 0.0019860660568851683, "train_loss": 4.288576613798988, "test_loss": 1.8465231918927394, "test_acc1": 62.85600162963867, "test_acc5": 85.5080026184082, "epoch": 17, "n_parameters": 19845712} {"train_lr": 0.0019842746299293954, "train_loss": 4.242625611005641, "test_loss": 1.7561249335606892, "test_acc1": 62.966001679077145, "test_acc5": 85.96800257202149, "epoch": 18, "n_parameters": 19845712} {"train_lr": 0.0019823758144750267, "train_loss": 4.211045306744716, "test_loss": 1.7310175561543666, "test_acc1": 63.584001644287106, "test_acc5": 85.9100025970459, "epoch": 19, "n_parameters": 19845712} {"train_lr": 0.0019803698187486067, "train_loss": 4.182645212784469, "test_loss": 1.696992070385904, "test_acc1": 64.35400202331543, "test_acc5": 86.76800257873535, "epoch": 20, "n_parameters": 19845712} {"train_lr": 0.0019782568627301467, "train_loss": 4.1586518136145685, "test_loss": 1.6392511373216456, "test_acc1": 65.4020021258545, "test_acc5": 87.17600259887695, "epoch": 21, "n_parameters": 19845712} {"train_lr": 0.0019760371781290314, "train_loss": 4.133195084490651, "test_loss": 1.616892039324298, "test_acc1": 65.020001875, "test_acc5": 87.0300024987793, "epoch": 22, "n_parameters": 19845712} {"train_lr": 0.001973711008358824, "train_loss": 4.109732669844425, "test_loss": 1.6609754408850814, "test_acc1": 65.55600191711426, "test_acc5": 87.29600279296875, "epoch": 23, "n_parameters": 19845712} {"train_lr": 0.0019712786085100717, "train_loss": 4.1104967014299785, "test_loss": 1.606396548224218, "test_acc1": 65.82400196105957, "test_acc5": 87.74800215148926, "epoch": 24, "n_parameters": 19845712} {"train_lr": 0.001968740245323006, "train_loss": 4.086737196794231, "test_loss": 1.590903707525947, "test_acc1": 66.52600174377442, "test_acc5": 87.82200243286132, "epoch": 25, "n_parameters": 19845712} {"train_lr": 0.0019660961971576653, "train_loss": 4.070387599041327, "test_loss": 1.5828035248048378, "test_acc1": 66.73400217346192, "test_acc5": 87.91200236755371, "epoch": 26, "n_parameters": 19845712} {"train_lr": 0.001963346753963693, "train_loss": 4.04096819690282, "test_loss": 1.5756450954711798, "test_acc1": 66.50800178894043, "test_acc5": 88.00200232971191, "epoch": 27, "n_parameters": 19845712} {"train_lr": 0.001960492217248555, "train_loss": 4.022061900983897, "test_loss": 1.651587498458949, "test_acc1": 66.60200179931641, "test_acc5": 87.9780023400879, "epoch": 28, "n_parameters": 19845712} {"train_lr": 0.001957532900044387, "train_loss": 4.012957098148615, "test_loss": 1.5937401164661755, "test_acc1": 67.19200212402343, "test_acc5": 88.41000279846192, "epoch": 29, "n_parameters": 19845712} {"train_lr": 0.001954469126873758, "train_loss": 3.999537476961561, "test_loss": 1.5631912075208896, "test_acc1": 67.43200209716797, "test_acc5": 88.56200220092774, "epoch": 30, "n_parameters": 19845712} {"train_lr": 0.0019513012337137013, "train_loss": 3.99919452107877, "test_loss": 1.4870548550829743, "test_acc1": 67.80200198608398, "test_acc5": 88.5040021838379, "epoch": 31, "n_parameters": 19845712} {"train_lr": 0.0019480295679595498, "train_loss": 3.9885974757010034, "test_loss": 1.598402271216566, "test_acc1": 67.58200182312012, "test_acc5": 88.5980025189209, "epoch": 32, "n_parameters": 19845712} {"train_lr": 0.001944654488386279, "train_loss": 3.9657577817960323, "test_loss": 1.5370426272804087, "test_acc1": 67.81800180969238, "test_acc5": 88.78800237609863, "epoch": 33, "n_parameters": 19845712} {"train_lr": 0.0019411763651094522, "train_loss": 3.9671515727119386, "test_loss": 1.4856545342640444, "test_acc1": 67.83200202453614, "test_acc5": 88.95600261047363, "epoch": 34, "n_parameters": 19845712} {"train_lr": 0.0019375955795444654, "train_loss": 3.959382051520115, "test_loss": 1.5523586092573223, "test_acc1": 67.72000184997559, "test_acc5": 88.75200219055176, "epoch": 35, "n_parameters": 19845712} {"train_lr": 0.0019339125243647028, "train_loss": 3.947434836535526, "test_loss": 1.615240607749332, "test_acc1": 68.08000200134278, "test_acc5": 88.76200227844238, "epoch": 36, "n_parameters": 19845712} {"train_lr": 0.0019301276034588161, "train_loss": 3.9440342794886405, "test_loss": 1.537113849412311, "test_acc1": 68.58200194030762, "test_acc5": 89.19800262756348, "epoch": 37, "n_parameters": 19845712} {"train_lr": 0.0019262412318859438, "train_loss": 3.939558796507182, "test_loss": 1.5034628135688377, "test_acc1": 68.30200192749024, "test_acc5": 89.15000235473633, "epoch": 38, "n_parameters": 19845712} {"train_lr": 0.0019222538358305567, "train_loss": 3.923967587480919, "test_loss": 1.4202929423613981, "test_acc1": 68.50600229797364, "test_acc5": 89.15000281799317, "epoch": 39, "n_parameters": 19845712} {"train_lr": 0.001918165852555554, "train_loss": 3.904857726358205, "test_loss": 1.564971126390226, "test_acc1": 68.91200196228027, "test_acc5": 89.34800232421875, "epoch": 40, "n_parameters": 19845712} {"train_lr": 0.0019139777303543704, "train_loss": 3.9145237645752236, "test_loss": 1.590714944582997, "test_acc1": 68.45200200561523, "test_acc5": 89.09200245300293, "epoch": 41, "n_parameters": 19845712} {"train_lr": 0.0019096899285018238, "train_loss": 3.9024415380186697, "test_loss": 1.437027832775405, "test_acc1": 68.88600201293946, "test_acc5": 89.5680027545166, "epoch": 42, "n_parameters": 19845712} {"train_lr": 0.0019053029172036347, "train_loss": 3.894138752223014, "test_loss": 1.5235778531341841, "test_acc1": 69.05800235412597, "test_acc5": 89.49200270080567, "epoch": 43, "n_parameters": 19845712} {"train_lr": 0.0019008171775451975, "train_loss": 3.874431339575709, "test_loss": 1.5467244576324115, "test_acc1": 69.27600201721191, "test_acc5": 89.53200250610351, "epoch": 44, "n_parameters": 19845712} {"train_lr": 0.0018962332014382094, "train_loss": 3.8715931699811508, "test_loss": 1.5134801471775228, "test_acc1": 69.1520020880127, "test_acc5": 89.44200222106933, "epoch": 45, "n_parameters": 19845712} {"train_lr": 0.001891551491567433, "train_loss": 3.871163035087067, "test_loss": 1.5729332272753571, "test_acc1": 69.02800206665039, "test_acc5": 89.40400234985351, "epoch": 46, "n_parameters": 19845712} {"train_lr": 0.0018867725613350395, "train_loss": 3.8619411488135844, "test_loss": 1.5031775001323584, "test_acc1": 69.40000218383788, "test_acc5": 89.758002321167, "epoch": 47, "n_parameters": 19845712} {"train_lr": 0.0018818969348046717, "train_loss": 3.867408307097989, "test_loss": 1.4158005312536701, "test_acc1": 69.96800245544433, "test_acc5": 89.94600256713868, "epoch": 48, "n_parameters": 19845712} {"train_lr": 0.0018769251466436553, "train_loss": 3.8431114725452913, "test_loss": 1.5792296235308503, "test_acc1": 69.27000223693848, "test_acc5": 89.46400256591797, "epoch": 49, "n_parameters": 19845712} {"train_lr": 0.0018718577420645938, "train_loss": 3.860478183348402, "test_loss": 1.4252748855135657, "test_acc1": 69.54400219970704, "test_acc5": 89.89200266906738, "epoch": 50, "n_parameters": 19845712} {"train_lr": 0.0018666952767654964, "train_loss": 3.8260307396820887, "test_loss": 1.455610041365479, "test_acc1": 69.68400234069824, "test_acc5": 89.84400219055176, "epoch": 51, "n_parameters": 19845712} {"train_lr": 0.0018614383168689137, "train_loss": 3.834487959825926, "test_loss": 1.5138069580901752, "test_acc1": 69.92600257080078, "test_acc5": 89.98200266357422, "epoch": 52, "n_parameters": 19845712} {"train_lr": 0.0018560874388597434, "train_loss": 3.8210742728029796, "test_loss": 1.4033737182617188, "test_acc1": 69.87600220275878, "test_acc5": 89.97400266052246, "epoch": 53, "n_parameters": 19845712} {"train_lr": 0.0018506432295219307, "train_loss": 3.841085166144047, "test_loss": 1.4937214788162347, "test_acc1": 69.95200196533203, "test_acc5": 90.01600228515625, "epoch": 54, "n_parameters": 19845712} {"train_lr": 0.0018451062858744953, "train_loss": 3.8306591145330957, "test_loss": 1.5363904341603771, "test_acc1": 69.79600234436035, "test_acc5": 89.8280025970459, "epoch": 55, "n_parameters": 19845712} {"train_lr": 0.0018394772151057238, "train_loss": 3.8282999472557115, "test_loss": 1.479194776578383, "test_acc1": 70.05400209716797, "test_acc5": 90.02600235839844, "epoch": 56, "n_parameters": 19845712} {"train_lr": 0.0018337566345065688, "train_loss": 3.7933623749289294, "test_loss": 1.5007144668788621, "test_acc1": 69.56800219909668, "test_acc5": 89.85000246398926, "epoch": 57, "n_parameters": 19845712} {"train_lr": 0.0018279451714031977, "train_loss": 3.814131760673462, "test_loss": 1.4656927427559188, "test_acc1": 70.23600212097168, "test_acc5": 90.194002522583, "epoch": 58, "n_parameters": 19845712} {"train_lr": 0.001822043463088011, "train_loss": 3.8120972553698373, "test_loss": 1.4271308517817296, "test_acc1": 70.25000227172852, "test_acc5": 90.17200242980957, "epoch": 59, "n_parameters": 19845712} {"train_lr": 0.001816052156749885, "train_loss": 3.799822176865441, "test_loss": 1.464143819881208, "test_acc1": 70.06600227478027, "test_acc5": 90.12400268920898, "epoch": 60, "n_parameters": 19845712} {"train_lr": 0.001809971909403067, "train_loss": 3.800140623708995, "test_loss": 1.396613769459002, "test_acc1": 70.57200229064941, "test_acc5": 90.42000249206544, "epoch": 61, "n_parameters": 19845712} {"train_lr": 0.0018038033878151612, "train_loss": 3.790655093465587, "test_loss": 1.420283987215071, "test_acc1": 70.41800213745117, "test_acc5": 90.35400263122558, "epoch": 62, "n_parameters": 19845712} {"train_lr": 0.001797547268434101, "train_loss": 3.7859747726663793, "test_loss": 1.4282104350400693, "test_acc1": 70.24000244445801, "test_acc5": 90.30200265625, "epoch": 63, "n_parameters": 19845712} {"train_lr": 0.0017912042373137995, "train_loss": 3.7949378382768946, "test_loss": 1.4283990629694678, "test_acc1": 70.11200215087891, "test_acc5": 90.24800267089844, "epoch": 64, "n_parameters": 19845712} {"train_lr": 0.0017847749900392264, "train_loss": 3.792736963164225, "test_loss": 1.3719344202316168, "test_acc1": 70.86200258911133, "test_acc5": 90.71200220458984, "epoch": 65, "n_parameters": 19845712} {"train_lr": 0.0017782602316496804, "train_loss": 3.7919169058807367, "test_loss": 1.5031268975951455, "test_acc1": 70.5000025756836, "test_acc5": 90.29200237426758, "epoch": 66, "n_parameters": 19845712} {"train_lr": 0.0017716606765619024, "train_loss": 3.78745497483239, "test_loss": 1.4285712070537335, "test_acc1": 70.71000189270019, "test_acc5": 90.49400243041993, "epoch": 67, "n_parameters": 19845712} {"train_lr": 0.0017649770484915045, "train_loss": 3.76828430544177, "test_loss": 1.506184662381808, "test_acc1": 70.49400268432618, "test_acc5": 90.42600251403809, "epoch": 68, "n_parameters": 19845712} {"train_lr": 0.0017582100803734976, "train_loss": 3.778821128449566, "test_loss": 1.4977584539940862, "test_acc1": 70.60000258239747, "test_acc5": 90.54800278198242, "epoch": 69, "n_parameters": 19845712} {"train_lr": 0.0017513605142822945, "train_loss": 3.7658099821812625, "test_loss": 1.3829235181663975, "test_acc1": 71.09400202026367, "test_acc5": 90.44800251342774, "epoch": 70, "n_parameters": 19845712} {"train_lr": 0.0017444291013499857, "train_loss": 3.7585052213699317, "test_loss": 1.3933849136034648, "test_acc1": 71.22600244750977, "test_acc5": 90.70200231628418, "epoch": 71, "n_parameters": 19845712} {"train_lr": 0.0017374166016841382, "train_loss": 3.7590559966844332, "test_loss": 1.419909713394714, "test_acc1": 71.38400211853028, "test_acc5": 90.7920026397705, "epoch": 72, "n_parameters": 19845712} {"train_lr": 0.0017303237842843022, "train_loss": 3.7347607254791413, "test_loss": 1.4345356356917005, "test_acc1": 70.4340022454834, "test_acc5": 90.31200297729492, "epoch": 73, "n_parameters": 19845712} {"train_lr": 0.0017231514269578294, "train_loss": 3.7578274697232112, "test_loss": 1.4551623991944573, "test_acc1": 70.53200247375489, "test_acc5": 90.38800268676758, "epoch": 74, "n_parameters": 19845712} {"train_lr": 0.0017159003162346147, "train_loss": 3.752600440209051, "test_loss": 1.3998291194438934, "test_acc1": 71.12000229980468, "test_acc5": 90.65600294311524, "epoch": 75, "n_parameters": 19845712} {"train_lr": 0.0017085712472806156, "train_loss": 3.7393728414123104, "test_loss": 1.3811153611450484, "test_acc1": 70.98200229980469, "test_acc5": 90.78200255493164, "epoch": 76, "n_parameters": 19845712} {"train_lr": 0.0017011650238107918, "train_loss": 3.7529314593445484, "test_loss": 1.4705762714147568, "test_acc1": 70.89000225280762, "test_acc5": 90.81000266723633, "epoch": 77, "n_parameters": 19845712} {"train_lr": 0.0016936824580010095, "train_loss": 3.7346016171453096, "test_loss": 1.384394362117305, "test_acc1": 71.2200023828125, "test_acc5": 90.6320026928711, "epoch": 78, "n_parameters": 19845712} {"train_lr": 0.0016861243703990081, "train_loss": 3.7321845823340563, "test_loss": 1.3997131703477916, "test_acc1": 71.29800228271485, "test_acc5": 90.67000232177735, "epoch": 79, "n_parameters": 19845712} {"train_lr": 0.0016784915898342416, "train_loss": 3.72067872468802, "test_loss": 1.4786628394415884, "test_acc1": 71.07400227478027, "test_acc5": 90.76200226318359, "epoch": 80, "n_parameters": 19845712} {"train_lr": 0.0016707849533270642, "train_loss": 3.71280219491056, "test_loss": 1.508570257009882, "test_acc1": 71.11600178833008, "test_acc5": 90.66000246398926, "epoch": 81, "n_parameters": 19845712} {"train_lr": 0.001663005305997004, "train_loss": 3.7271330466659234, "test_loss": 1.4016032444708275, "test_acc1": 71.63600233642578, "test_acc5": 90.7880027935791, "epoch": 82, "n_parameters": 19845712} {"train_lr": 0.00165515350097013, "train_loss": 3.7190705086592195, "test_loss": 1.3698013420357849, "test_acc1": 71.12400236206055, "test_acc5": 90.7920024633789, "epoch": 83, "n_parameters": 19845712} {"train_lr": 0.0016472303992853623, "train_loss": 3.7218378658870237, "test_loss": 1.4787878714727634, "test_acc1": 70.84400233703613, "test_acc5": 90.52200241516114, "epoch": 84, "n_parameters": 19845712} {"train_lr": 0.001639236869799948, "train_loss": 3.7099005740514097, "test_loss": 1.4436457459673737, "test_acc1": 71.68000208984375, "test_acc5": 91.04600266235352, "epoch": 85, "n_parameters": 19845712} {"train_lr": 0.0016311737890946014, "train_loss": 3.7079403538116926, "test_loss": 1.4225971351067226, "test_acc1": 71.34600245056153, "test_acc5": 90.83600227416993, "epoch": 86, "n_parameters": 19845712} {"train_lr": 0.0016230420413769352, "train_loss": 3.7002886984464554, "test_loss": 1.346619172981291, "test_acc1": 71.94800239379883, "test_acc5": 91.22600238586426, "epoch": 87, "n_parameters": 19845712} {"train_lr": 0.0016148425183846727, "train_loss": 3.7004606845758135, "test_loss": 1.3927307575941086, "test_acc1": 71.56000230102539, "test_acc5": 90.88800247192383, "epoch": 88, "n_parameters": 19845712} {"train_lr": 0.0016065761192880512, "train_loss": 3.6963407368682843, "test_loss": 1.3106047344027143, "test_acc1": 71.7820025390625, "test_acc5": 91.07800241882325, "epoch": 89, "n_parameters": 19845712} {"train_lr": 0.0015982437505908074, "train_loss": 3.685865138265059, "test_loss": 1.4784950613975525, "test_acc1": 71.66000273803711, "test_acc5": 90.90000244934082, "epoch": 90, "n_parameters": 19845712} {"train_lr": 0.0015898463260310446, "train_loss": 3.7167517936868157, "test_loss": 1.3260022162488012, "test_acc1": 71.82600269470215, "test_acc5": 90.9700024798584, "epoch": 91, "n_parameters": 19845712} {"train_lr": 0.0015813847664809541, "train_loss": 3.6961656067487625, "test_loss": 1.3871583220633594, "test_acc1": 71.91000227233887, "test_acc5": 91.12400270141602, "epoch": 92, "n_parameters": 19845712} {"train_lr": 0.0015728599998459658, "train_loss": 3.7004779070306073, "test_loss": 1.4030838784846393, "test_acc1": 71.89400229187012, "test_acc5": 91.22800279846192, "epoch": 93, "n_parameters": 19845712} {"train_lr": 0.001564272960962846, "train_loss": 3.6783548142317293, "test_loss": 1.4041312734285991, "test_acc1": 71.89200241577149, "test_acc5": 91.07200245300292, "epoch": 94, "n_parameters": 19845712} {"train_lr": 0.001555624591497151, "train_loss": 3.681915865622931, "test_loss": 1.3719173954291777, "test_acc1": 71.91600239746094, "test_acc5": 91.05400258422851, "epoch": 95, "n_parameters": 19845712} {"train_lr": 0.0015469158398399695, "train_loss": 3.679696650766164, "test_loss": 1.4120049526294072, "test_acc1": 71.86800260620117, "test_acc5": 91.0620025201416, "epoch": 96, "n_parameters": 19845712} {"train_lr": 0.0015381476610041192, "train_loss": 3.6813331442675907, "test_loss": 1.3561883026903325, "test_acc1": 72.22400231628419, "test_acc5": 91.23200272705078, "epoch": 97, "n_parameters": 19845712} {"train_lr": 0.001529321016519214, "train_loss": 3.664960317236247, "test_loss": 1.403596277941357, "test_acc1": 72.09800227905274, "test_acc5": 91.13000256164551, "epoch": 98, "n_parameters": 19845712} {"train_lr": 0.0015204368743262475, "train_loss": 3.6665371731221437, "test_loss": 1.3342749494494814, "test_acc1": 72.27800256469726, "test_acc5": 91.21000279052734, "epoch": 99, "n_parameters": 19845712} {"train_lr": 0.0015114962086715815, "train_loss": 3.6710479633032467, "test_loss": 1.3835942099491756, "test_acc1": 72.11200231140137, "test_acc5": 91.18000252563476, "epoch": 100, "n_parameters": 19845712} {"train_lr": 0.0015024999999999741, "train_loss": 3.6525208115291825, "test_loss": 1.4139669925877543, "test_acc1": 72.49200235534668, "test_acc5": 91.22400257446289, "epoch": 101, "n_parameters": 19845712} {"train_lr": 0.001493449234847066, "train_loss": 3.656481933584221, "test_loss": 1.4288488897410305, "test_acc1": 72.40800210632324, "test_acc5": 91.29800291320801, "epoch": 102, "n_parameters": 19845712} {"train_lr": 0.001484344905731176, "train_loss": 3.672056267825629, "test_loss": 1.340838796261585, "test_acc1": 72.8520023248291, "test_acc5": 91.42400260620117, "epoch": 103, "n_parameters": 19845712} {"train_lr": 0.0014751880110446746, "train_loss": 3.6579946347658963, "test_loss": 1.3498307416836421, "test_acc1": 72.15400241088867, "test_acc5": 91.40000221618652, "epoch": 104, "n_parameters": 19845712} {"train_lr": 0.0014659795549442733, "train_loss": 3.6462629361213637, "test_loss": 1.3397562991489063, "test_acc1": 72.53600239074707, "test_acc5": 91.5340026208496, "epoch": 105, "n_parameters": 19845712} {"train_lr": 0.001456720547240874, "train_loss": 3.655439662466423, "test_loss": 1.3978738102949027, "test_acc1": 72.60000212097168, "test_acc5": 91.37400250854492, "epoch": 106, "n_parameters": 19845712} {"train_lr": 0.001447412003289014, "train_loss": 3.639423196740764, "test_loss": 1.3228698607647058, "test_acc1": 72.28600222045898, "test_acc5": 91.3760025616455, "epoch": 107, "n_parameters": 19845712} {"train_lr": 0.0014380549438754878, "train_loss": 3.6432776103297964, "test_loss": 1.4190491744966218, "test_acc1": 72.3780021887207, "test_acc5": 91.48200267578125, "epoch": 108, "n_parameters": 19845712} {"train_lr": 0.001428650395107264, "train_loss": 3.6456011427963952, "test_loss": 1.356771064527107, "test_acc1": 72.41400222106934, "test_acc5": 91.58000235961914, "epoch": 109, "n_parameters": 19845712} {"train_lr": 0.0014191993882990887, "train_loss": 3.63146205752683, "test_loss": 1.3804986806529942, "test_acc1": 72.39000281677247, "test_acc5": 91.2460028289795, "epoch": 110, "n_parameters": 19845712} {"train_lr": 0.0014097029598603777, "train_loss": 3.6268759105417083, "test_loss": 1.3561063074704371, "test_acc1": 72.70600270629883, "test_acc5": 91.53200254333495, "epoch": 111, "n_parameters": 19845712} {"train_lr": 0.001400162151181645, "train_loss": 3.6278048919068633, "test_loss": 1.3538342208573313, "test_acc1": 73.01200255981445, "test_acc5": 91.77600269836425, "epoch": 112, "n_parameters": 19845712} {"train_lr": 0.0013905780085198772, "train_loss": 3.6209070488608046, "test_loss": 1.310605994679711, "test_acc1": 72.86600250427246, "test_acc5": 91.6580024645996, "epoch": 113, "n_parameters": 19845712} {"train_lr": 0.0013809515828844105, "train_loss": 3.6207751857576898, "test_loss": 1.3278119211847133, "test_acc1": 72.73600262329101, "test_acc5": 91.606002366333, "epoch": 114, "n_parameters": 19845712} {"train_lr": 0.0013712839299212984, "train_loss": 3.6179100932072488, "test_loss": 1.3021076434489451, "test_acc1": 72.94400245483398, "test_acc5": 91.6680024420166, "epoch": 115, "n_parameters": 19845712} {"train_lr": 0.0013615761097975877, "train_loss": 3.6179556019967505, "test_loss": 1.311888613935673, "test_acc1": 73.33200249206543, "test_acc5": 91.67400253845214, "epoch": 116, "n_parameters": 19845712} {"train_lr": 0.0013518291870851617, "train_loss": 3.6240526845129275, "test_loss": 1.4222995124079965, "test_acc1": 72.89800229492188, "test_acc5": 91.68800255310059, "epoch": 117, "n_parameters": 19845712} {"train_lr": 0.0013420442306440435, "train_loss": 3.6183702800866606, "test_loss": 1.330827523813103, "test_acc1": 72.76200226745605, "test_acc5": 91.6400026953125, "epoch": 118, "n_parameters": 19845712} {"train_lr": 0.001332222313504878, "train_loss": 3.618477428178612, "test_loss": 1.3434687026522376, "test_acc1": 73.2200022644043, "test_acc5": 91.75800236938477, "epoch": 119, "n_parameters": 19845712} {"train_lr": 0.0013223645127515833, "train_loss": 3.5951730758547304, "test_loss": 1.3647189393188015, "test_acc1": 73.26400236877441, "test_acc5": 91.63800231628419, "epoch": 120, "n_parameters": 19845712} {"train_lr": 0.0013124719094030866, "train_loss": 3.610571932449615, "test_loss": 1.2653096449194532, "test_acc1": 73.06000230285645, "test_acc5": 91.64200221679687, "epoch": 121, "n_parameters": 19845712} {"train_lr": 0.0013025455882948362, "train_loss": 3.601812685850999, "test_loss": 1.34671447177728, "test_acc1": 72.9480023638916, "test_acc5": 91.51400251953125, "epoch": 122, "n_parameters": 19845712} {"train_lr": 0.0012925866379597717, "train_loss": 3.6203742153067098, "test_loss": 1.3747604769287687, "test_acc1": 72.90800232543945, "test_acc5": 91.75600250549316, "epoch": 123, "n_parameters": 19845712} {"train_lr": 0.0012825961505090187, "train_loss": 3.5930795080656055, "test_loss": 1.3190772903688026, "test_acc1": 73.54400273193359, "test_acc5": 91.83200262023925, "epoch": 124, "n_parameters": 19845712} {"train_lr": 0.001272575221512157, "train_loss": 3.5823451910468695, "test_loss": 1.3612983628655926, "test_acc1": 73.25600229858398, "test_acc5": 91.8440026928711, "epoch": 125, "n_parameters": 19845712} {"train_lr": 0.0012625249498769986, "train_loss": 3.5789521521420404, "test_loss": 1.4758875821575974, "test_acc1": 73.20800234924316, "test_acc5": 91.648002265625, "epoch": 126, "n_parameters": 19845712} {"train_lr": 0.001252446437729037, "train_loss": 3.5692757889330626, "test_loss": 1.3209202285065795, "test_acc1": 73.26000249267578, "test_acc5": 91.92200267028808, "epoch": 127, "n_parameters": 19845712} {"train_lr": 0.0012423407902906738, "train_loss": 3.5829250012560903, "test_loss": 1.2868374464186756, "test_acc1": 73.16200247924805, "test_acc5": 91.96400237792969, "epoch": 128, "n_parameters": 19845712} {"train_lr": 0.0012322091157601091, "train_loss": 3.5858165353989238, "test_loss": 1.406135695901784, "test_acc1": 73.664002265625, "test_acc5": 91.94400271240234, "epoch": 129, "n_parameters": 19845712} {"train_lr": 0.001222052525189583, "train_loss": 3.5849776305168937, "test_loss": 1.3561536005952142, "test_acc1": 73.8460026727295, "test_acc5": 91.8600023852539, "epoch": 130, "n_parameters": 19845712} {"train_lr": 0.0012118721323636779, "train_loss": 3.565738768314572, "test_loss": 1.2493404095823115, "test_acc1": 73.91600271728515, "test_acc5": 92.14600241088867, "epoch": 131, "n_parameters": 19845712} {"train_lr": 0.0012016690536772049, "train_loss": 3.576677646139543, "test_loss": 1.3589208929827719, "test_acc1": 73.70000249938965, "test_acc5": 91.98000260925294, "epoch": 132, "n_parameters": 19845712} {"train_lr": 0.00119144440801278, "train_loss": 3.5636108023561923, "test_loss": 1.2463329073154565, "test_acc1": 73.9680020678711, "test_acc5": 92.19000235290527, "epoch": 133, "n_parameters": 19845712} {"train_lr": 0.0011811993166179768, "train_loss": 3.5584739989323393, "test_loss": 1.2605507884061697, "test_acc1": 74.02800250854492, "test_acc5": 92.23800257873535, "epoch": 134, "n_parameters": 19845712} {"train_lr": 0.001170934902982497, "train_loss": 3.5588783312091627, "test_loss": 1.309709814913345, "test_acc1": 74.24800248657226, "test_acc5": 92.20200249450684, "epoch": 135, "n_parameters": 19845712} {"train_lr": 0.001160652292715008, "train_loss": 3.556659809500575, "test_loss": 1.374754815842166, "test_acc1": 73.56800233642578, "test_acc5": 91.7860019921875, "epoch": 136, "n_parameters": 19845712} {"train_lr": 0.0011503526134195741, "train_loss": 3.548497459490141, "test_loss": 1.2520117475227877, "test_acc1": 74.0960025427246, "test_acc5": 92.2680026538086, "epoch": 137, "n_parameters": 19845712} {"train_lr": 0.0011400369945721502, "train_loss": 3.564933508515453, "test_loss": 1.33495915387616, "test_acc1": 73.92600250427246, "test_acc5": 92.20400239379883, "epoch": 138, "n_parameters": 19845712} {"train_lr": 0.0011297065673965083, "train_loss": 3.545180318405112, "test_loss": 1.3518244429971233, "test_acc1": 73.81600269348145, "test_acc5": 92.10600275085449, "epoch": 139, "n_parameters": 19845712} {"train_lr": 0.001119362464740389, "train_loss": 3.539488954462117, "test_loss": 1.3137192554546124, "test_acc1": 73.95800270324708, "test_acc5": 92.20400256164551, "epoch": 140, "n_parameters": 19845712} {"train_lr": 0.0011090058209513045, "train_loss": 3.5467883531424067, "test_loss": 1.3731333139267834, "test_acc1": 74.07400237487794, "test_acc5": 92.13600258300781, "epoch": 141, "n_parameters": 19845712} {"train_lr": 0.0010986377717519028, "train_loss": 3.5555061797062746, "test_loss": 1.331813302003976, "test_acc1": 74.25400265930176, "test_acc5": 92.41600270385742, "epoch": 142, "n_parameters": 19845712} {"train_lr": 0.0010882594541156603, "train_loss": 3.5328981305102554, "test_loss": 1.3402405268315114, "test_acc1": 74.25200244567871, "test_acc5": 92.34200265686034, "epoch": 143, "n_parameters": 19845712} {"train_lr": 0.001077872006141972, "train_loss": 3.514970545812572, "test_loss": 1.2804191695018248, "test_acc1": 74.26400237976074, "test_acc5": 92.39400215270996, "epoch": 144, "n_parameters": 19845712} {"train_lr": 0.001067476566931644, "train_loss": 3.526812275250753, "test_loss": 1.2455623614968676, "test_acc1": 74.33000237976074, "test_acc5": 92.35800243591308, "epoch": 145, "n_parameters": 19845712} {"train_lr": 0.0010570742764617331, "train_loss": 3.5301298589634, "test_loss": 1.2377340003396526, "test_acc1": 74.28600276672363, "test_acc5": 92.35800291259766, "epoch": 146, "n_parameters": 19845712} {"train_lr": 0.0010466662754605423, "train_loss": 3.5167419305808254, "test_loss": 1.335696948297096, "test_acc1": 74.19400269104004, "test_acc5": 92.30600240844727, "epoch": 147, "n_parameters": 19845712} {"train_lr": 0.0010362537052827495, "train_loss": 3.5175528398615947, "test_loss": 1.2559998979171116, "test_acc1": 74.56000229553223, "test_acc5": 92.46600239135742, "epoch": 148, "n_parameters": 19845712} {"train_lr": 0.001025837707783931, "train_loss": 3.5024976125724026, "test_loss": 1.2831298275427385, "test_acc1": 74.58400245300292, "test_acc5": 92.43800247253418, "epoch": 149, "n_parameters": 19845712} {"train_lr": 0.0010154194251956726, "train_loss": 3.5134996293927077, "test_loss": 1.2379998763402302, "test_acc1": 74.81000246643066, "test_acc5": 92.63600255004883, "epoch": 150, "n_parameters": 19845712} {"train_lr": 0.0010049999999999942, "train_loss": 3.5144933693224103, "test_loss": 1.3408397991548886, "test_acc1": 74.63400232604981, "test_acc5": 92.45000260620117, "epoch": 151, "n_parameters": 19845712} {"train_lr": 0.0009945805748043264, "train_loss": 3.5174353638713023, "test_loss": 1.1819594764348231, "test_acc1": 74.75400269836426, "test_acc5": 92.54800256652833, "epoch": 152, "n_parameters": 19845712} {"train_lr": 0.0009841622922160565, "train_loss": 3.4970162953023047, "test_loss": 1.3182081164735737, "test_acc1": 74.69800265563966, "test_acc5": 92.59600282958985, "epoch": 153, "n_parameters": 19845712} {"train_lr": 0.0009737462947172524, "train_loss": 3.4906470038526827, "test_loss": 1.3362483617031213, "test_acc1": 74.52600264831543, "test_acc5": 92.33000268493652, "epoch": 154, "n_parameters": 19845712} {"train_lr": 0.0009633337245394539, "train_loss": 3.4822945320348944, "test_loss": 1.2823271882353406, "test_acc1": 74.7340021899414, "test_acc5": 92.55400277893067, "epoch": 155, "n_parameters": 19845712} {"train_lr": 0.0009529257235382627, "train_loss": 3.4982181533539802, "test_loss": 1.281627524982799, "test_acc1": 74.53600246582032, "test_acc5": 92.58400252807617, "epoch": 156, "n_parameters": 19845712} {"train_lr": 0.0009425234330683488, "train_loss": 3.4831907523335883, "test_loss": 1.2421920972340035, "test_acc1": 74.68600243347169, "test_acc5": 92.62600266784668, "epoch": 157, "n_parameters": 19845712} {"train_lr": 0.000932127993858017, "train_loss": 3.4918659869239006, "test_loss": 1.310281938675678, "test_acc1": 75.19400232971192, "test_acc5": 92.79600227416992, "epoch": 158, "n_parameters": 19845712} {"train_lr": 0.0009217405458843423, "train_loss": 3.4867639308877223, "test_loss": 1.1915717820326488, "test_acc1": 75.13600289611816, "test_acc5": 92.77400265075684, "epoch": 159, "n_parameters": 19845712} {"train_lr": 0.0009113622282480768, "train_loss": 3.47753337652182, "test_loss": 1.1970347861448924, "test_acc1": 75.098002522583, "test_acc5": 92.8640026147461, "epoch": 160, "n_parameters": 19845712} {"train_lr": 0.0009009941790486844, "train_loss": 3.4802723256804105, "test_loss": 1.2964991240790396, "test_acc1": 75.27400274536133, "test_acc5": 92.82200218627929, "epoch": 161, "n_parameters": 19845712} {"train_lr": 0.0008906375352596069, "train_loss": 3.4685975294128406, "test_loss": 1.3162700068770032, "test_acc1": 74.92800232116699, "test_acc5": 92.65200258361817, "epoch": 162, "n_parameters": 19845712} {"train_lr": 0.0008802934326035345, "train_loss": 3.4643716695878526, "test_loss": 1.2223754493576107, "test_acc1": 75.10600262573242, "test_acc5": 92.90600237426757, "epoch": 163, "n_parameters": 19845712} {"train_lr": 0.0008699630054278556, "train_loss": 3.484871460284165, "test_loss": 1.274801187894561, "test_acc1": 75.26600240722657, "test_acc5": 92.73400246765137, "epoch": 164, "n_parameters": 19845712} {"train_lr": 0.0008596473865804057, "train_loss": 3.4745793790458968, "test_loss": 1.2157908551620715, "test_acc1": 74.93400291259766, "test_acc5": 92.77800276550293, "epoch": 165, "n_parameters": 19845712} {"train_lr": 0.0008493477072849649, "train_loss": 3.478798669924458, "test_loss": 1.2352621817227565, "test_acc1": 75.37000240600585, "test_acc5": 92.90200269409179, "epoch": 166, "n_parameters": 19845712} {"train_lr": 0.0008390650970174828, "train_loss": 3.447792296453441, "test_loss": 1.2130532923972968, "test_acc1": 75.45800228698731, "test_acc5": 92.78600279846191, "epoch": 167, "n_parameters": 19845712} {"train_lr": 0.0008288006833820049, "train_loss": 3.4386300587539766, "test_loss": 1.2372296980836175, "test_acc1": 75.82200254821777, "test_acc5": 92.95000258117676, "epoch": 168, "n_parameters": 19845712} {"train_lr": 0.0008185555919871892, "train_loss": 3.438626409339295, "test_loss": 1.2143682110490222, "test_acc1": 75.56200291931152, "test_acc5": 92.91400240539551, "epoch": 169, "n_parameters": 19845712} {"train_lr": 0.0008083309463227931, "train_loss": 3.44756258758519, "test_loss": 1.2301887887896914, "test_acc1": 75.6280026385498, "test_acc5": 92.97000265625, "epoch": 170, "n_parameters": 19845712} {"train_lr": 0.0007981278676363332, "train_loss": 3.451717086261411, "test_loss": 1.2124495587565682, "test_acc1": 75.39800256652832, "test_acc5": 92.96600266479493, "epoch": 171, "n_parameters": 19845712} {"train_lr": 0.000787947474810457, "train_loss": 3.424124508333816, "test_loss": 1.161759443355329, "test_acc1": 75.40400275512695, "test_acc5": 92.93600260009765, "epoch": 172, "n_parameters": 19845712} {"train_lr": 0.0007777908842399035, "train_loss": 3.446219865986102, "test_loss": 1.3086073863686938, "test_acc1": 75.51400284667969, "test_acc5": 92.79600264221192, "epoch": 173, "n_parameters": 19845712} {"train_lr": 0.00076765920970933, "train_loss": 3.4220100767511448, "test_loss": 1.214324167280486, "test_acc1": 75.86400275024414, "test_acc5": 93.15400257080078, "epoch": 174, "n_parameters": 19845712} {"train_lr": 0.0007575535622709474, "train_loss": 3.427774138087563, "test_loss": 1.2514343279780764, "test_acc1": 75.88200248352051, "test_acc5": 93.14400275939941, "epoch": 175, "n_parameters": 19845712} {"train_lr": 0.0007474750501229816, "train_loss": 3.433365484698118, "test_loss": 1.1880162850473865, "test_acc1": 75.82600244812012, "test_acc5": 93.14200245544434, "epoch": 176, "n_parameters": 19845712} {"train_lr": 0.0007374247784878159, "train_loss": 3.4188746299198587, "test_loss": 1.2242561222025843, "test_acc1": 75.89200272094726, "test_acc5": 93.0960027166748, "epoch": 177, "n_parameters": 19845712} {"train_lr": 0.0007274038494909853, "train_loss": 3.4284211916031597, "test_loss": 1.2369327418731921, "test_acc1": 76.14800247009278, "test_acc5": 93.25600242492676, "epoch": 178, "n_parameters": 19845712} {"train_lr": 0.0007174133620402375, "train_loss": 3.406288584645132, "test_loss": 1.2402120494481288, "test_acc1": 76.0260027960205, "test_acc5": 93.17600262268067, "epoch": 179, "n_parameters": 19845712} {"train_lr": 0.000707454411705174, "train_loss": 3.4003002541623624, "test_loss": 1.2879724651575089, "test_acc1": 76.07600260925292, "test_acc5": 93.05000253601074, "epoch": 180, "n_parameters": 19845712} {"train_lr": 0.0006975280905969458, "train_loss": 3.4120445057070796, "test_loss": 1.230854574478034, "test_acc1": 76.30800232788086, "test_acc5": 93.26400229675293, "epoch": 181, "n_parameters": 19845712} {"train_lr": 0.0006876354872484032, "train_loss": 3.399937854205771, "test_loss": 1.170848853208802, "test_acc1": 76.02000261474609, "test_acc5": 93.24200288513184, "epoch": 182, "n_parameters": 19845712} {"train_lr": 0.0006777776864951224, "train_loss": 3.3908303673271174, "test_loss": 1.1953211449312442, "test_acc1": 76.24800217224121, "test_acc5": 93.26200250793457, "epoch": 183, "n_parameters": 19845712} {"train_lr": 0.0006679557693559406, "train_loss": 3.388927460217076, "test_loss": 1.2541223109671564, "test_acc1": 76.26000239868164, "test_acc5": 93.3500026953125, "epoch": 184, "n_parameters": 19845712} {"train_lr": 0.0006581708129147807, "train_loss": 3.3844537501045457, "test_loss": 1.1594186872243881, "test_acc1": 76.29800274475097, "test_acc5": 93.17800278259277, "epoch": 185, "n_parameters": 19845712} {"train_lr": 0.0006484238902024427, "train_loss": 3.380405628519188, "test_loss": 1.1992877383123746, "test_acc1": 76.4560026586914, "test_acc5": 93.44200255859376, "epoch": 186, "n_parameters": 19845712} {"train_lr": 0.0006387160700787324, "train_loss": 3.395622998309269, "test_loss": 1.1689105679591496, "test_acc1": 76.40800247680664, "test_acc5": 93.27600231262207, "epoch": 187, "n_parameters": 19845712} {"train_lr": 0.0006290484171156341, "train_loss": 3.3812601359771026, "test_loss": 1.2144727630145622, "test_acc1": 76.42600265319824, "test_acc5": 93.31600281311034, "epoch": 188, "n_parameters": 19845712} {"train_lr": 0.000619421991480156, "train_loss": 3.3630649475790233, "test_loss": 1.2105002317464713, "test_acc1": 76.25000239746093, "test_acc5": 93.4320026727295, "epoch": 189, "n_parameters": 19845712} {"train_lr": 0.0006098378488184041, "train_loss": 3.372826719407936, "test_loss": 1.1476709869774906, "test_acc1": 76.60800242614746, "test_acc5": 93.43000251647949, "epoch": 190, "n_parameters": 19845712} {"train_lr": 0.0006002970401395667, "train_loss": 3.3612800510190755, "test_loss": 1.2031236331571231, "test_acc1": 76.55800227478028, "test_acc5": 93.55000246948242, "epoch": 191, "n_parameters": 19845712} {"train_lr": 0.0005908006117009122, "train_loss": 3.3695977076256782, "test_loss": 1.179125192490491, "test_acc1": 76.75400223144531, "test_acc5": 93.53800273864746, "epoch": 192, "n_parameters": 19845712} {"train_lr": 0.0005813496048927556, "train_loss": 3.35106212691628, "test_loss": 1.267625877351472, "test_acc1": 76.7800026184082, "test_acc5": 93.5580027734375, "epoch": 193, "n_parameters": 19845712} {"train_lr": 0.000571945056124538, "train_loss": 3.330706050355943, "test_loss": 1.2393971744811896, "test_acc1": 76.61600265014648, "test_acc5": 93.44800260131836, "epoch": 194, "n_parameters": 19845712} {"train_lr": 0.0005625879967110111, "train_loss": 3.3419310652333007, "test_loss": 1.1926565793427555, "test_acc1": 76.73600234313965, "test_acc5": 93.51400255065919, "epoch": 195, "n_parameters": 19845712} {"train_lr": 0.000553279452759151, "train_loss": 3.3393673720262607, "test_loss": 1.1400522341330845, "test_acc1": 76.98000251098632, "test_acc5": 93.71400262573242, "epoch": 196, "n_parameters": 19845712} {"train_lr": 0.000544020445055746, "train_loss": 3.3430222272872925, "test_loss": 1.1949589089913801, "test_acc1": 76.64000255493164, "test_acc5": 93.39400265136719, "epoch": 197, "n_parameters": 19845712} {"train_lr": 0.0005348119889552969, "train_loss": 3.342565153285468, "test_loss": 1.162564493489988, "test_acc1": 76.85000263916015, "test_acc5": 93.53800237243652, "epoch": 198, "n_parameters": 19845712} {"train_lr": 0.0005256550942687951, "train_loss": 3.324286012078742, "test_loss": 1.1385179396831628, "test_acc1": 77.13000253234863, "test_acc5": 93.58200270874023, "epoch": 199, "n_parameters": 19845712} {"train_lr": 0.0005165507651529303, "train_loss": 3.3297086915762115, "test_loss": 1.2934365209304926, "test_acc1": 77.16800254272461, "test_acc5": 93.64400263061523, "epoch": 200, "n_parameters": 19845712} {"train_lr": 0.0005074999999999948, "train_loss": 3.3245561363266334, "test_loss": 1.2057831458973163, "test_acc1": 76.72000257385254, "test_acc5": 93.46200253479005, "epoch": 201, "n_parameters": 19845712} {"train_lr": 0.0004985037913283869, "train_loss": 3.3119592830050384, "test_loss": 1.108007724537994, "test_acc1": 77.22600268981934, "test_acc5": 93.67200246459961, "epoch": 202, "n_parameters": 19845712} {"train_lr": 0.0004895631256737284, "train_loss": 3.323592312759061, "test_loss": 1.140295500556628, "test_acc1": 77.03800242675781, "test_acc5": 93.66800265686035, "epoch": 203, "n_parameters": 19845712} {"train_lr": 0.0004806789834808088, "train_loss": 3.3174259906097188, "test_loss": 1.1513096202503552, "test_acc1": 77.46400274169922, "test_acc5": 93.75800220458984, "epoch": 204, "n_parameters": 19845712} {"train_lr": 0.00047185233899589926, "train_loss": 3.3113250746953784, "test_loss": 1.0946615970495976, "test_acc1": 77.28800241760254, "test_acc5": 93.70400259643554, "epoch": 205, "n_parameters": 19845712} {"train_lr": 0.0004630841601600537, "train_loss": 3.2989411664952475, "test_loss": 1.1195367434711168, "test_acc1": 77.53200277465821, "test_acc5": 93.66000276550292, "epoch": 206, "n_parameters": 19845712} {"train_lr": 0.00045437540850286774, "train_loss": 3.2992782257348416, "test_loss": 1.1346261392940173, "test_acc1": 77.32000256774903, "test_acc5": 93.83600268127441, "epoch": 207, "n_parameters": 19845712} {"train_lr": 0.00044572703903712323, "train_loss": 3.2878797474524957, "test_loss": 1.1201685658006957, "test_acc1": 77.65000276611327, "test_acc5": 93.8340024621582, "epoch": 208, "n_parameters": 19845712} {"train_lr": 0.0004371400001539953, "train_loss": 3.2819093207804135, "test_loss": 1.1016095714135603, "test_acc1": 77.65200254455566, "test_acc5": 93.84600250854493, "epoch": 209, "n_parameters": 19845712} {"train_lr": 0.0004286152335190424, "train_loss": 3.2965801428976675, "test_loss": 1.1605126948067637, "test_acc1": 77.48200260192871, "test_acc5": 94.04000272583008, "epoch": 210, "n_parameters": 19845712} {"train_lr": 0.000420153673968981, "train_loss": 3.2820132649202143, "test_loss": 1.18378405724511, "test_acc1": 77.50000237609864, "test_acc5": 93.8020023223877, "epoch": 211, "n_parameters": 19845712} {"train_lr": 0.0004117562494092057, "train_loss": 3.270001272003142, "test_loss": 1.0887520814483815, "test_acc1": 77.5380024029541, "test_acc5": 93.83600250549317, "epoch": 212, "n_parameters": 19845712} {"train_lr": 0.00040342388071194763, "train_loss": 3.271635935341807, "test_loss": 1.1110406612808055, "test_acc1": 77.65800276428223, "test_acc5": 93.97800237365723, "epoch": 213, "n_parameters": 19845712} {"train_lr": 0.0003951574816152834, "train_loss": 3.272633860032145, "test_loss": 1.1065982354409767, "test_acc1": 77.84800286682129, "test_acc5": 94.05200234375, "epoch": 214, "n_parameters": 19845712} {"train_lr": 0.000386957958623088, "train_loss": 3.275667479998774, "test_loss": 1.0988314120155391, "test_acc1": 77.99400245178222, "test_acc5": 94.04800249816894, "epoch": 215, "n_parameters": 19845712} {"train_lr": 0.00037882621090540595, "train_loss": 3.2568045217785047, "test_loss": 1.1675677931669988, "test_acc1": 77.84000236755371, "test_acc5": 93.99400253051758, "epoch": 216, "n_parameters": 19845712} {"train_lr": 0.00037076313020005785, "train_loss": 3.2605995279993656, "test_loss": 1.1720432905536708, "test_acc1": 77.7180024230957, "test_acc5": 93.9240026928711, "epoch": 217, "n_parameters": 19845712} {"train_lr": 0.00036276960071467357, "train_loss": 3.2524317885807856, "test_loss": 1.1962996138767763, "test_acc1": 77.70000239501952, "test_acc5": 94.0360020904541, "epoch": 218, "n_parameters": 19845712} {"train_lr": 0.0003548464990298402, "train_loss": 3.2515442178880187, "test_loss": 1.177749988707629, "test_acc1": 78.03800256530762, "test_acc5": 94.0380026159668, "epoch": 219, "n_parameters": 19845712} {"train_lr": 0.00034699469400295937, "train_loss": 3.2520387783753786, "test_loss": 1.1958483543359872, "test_acc1": 77.80200261535644, "test_acc5": 94.07400230041505, "epoch": 220, "n_parameters": 19845712} {"train_lr": 0.00033921504667294326, "train_loss": 3.2289156216702204, "test_loss": 1.1470315072572592, "test_acc1": 77.8540025604248, "test_acc5": 93.99800241638184, "epoch": 221, "n_parameters": 19845712} {"train_lr": 0.00033150841016575726, "train_loss": 3.235973837135507, "test_loss": 1.0923832433693337, "test_acc1": 78.31400263000488, "test_acc5": 94.13200261535644, "epoch": 222, "n_parameters": 19845712} {"train_lr": 0.00032387562960095584, "train_loss": 3.222986589542491, "test_loss": 1.1580825037125386, "test_acc1": 78.00000246154785, "test_acc5": 94.1880025616455, "epoch": 223, "n_parameters": 19845712} {"train_lr": 0.000316317541998952, "train_loss": 3.2269192548583354, "test_loss": 1.0714581188830463, "test_acc1": 78.52200248413087, "test_acc5": 94.30600212646485, "epoch": 224, "n_parameters": 19845712} {"train_lr": 0.0003088349761892061, "train_loss": 3.213770407733681, "test_loss": 1.1261812010497758, "test_acc1": 78.17000242797852, "test_acc5": 94.09200262023926, "epoch": 225, "n_parameters": 19845712} {"train_lr": 0.0003014287527193804, "train_loss": 3.2320229280099784, "test_loss": 1.1654361572229501, "test_acc1": 78.27600244567871, "test_acc5": 94.21800244445801, "epoch": 226, "n_parameters": 19845712} {"train_lr": 0.000294099683765366, "train_loss": 3.2141408466463752, "test_loss": 1.0407857596874237, "test_acc1": 78.31200259277344, "test_acc5": 94.35800252990722, "epoch": 227, "n_parameters": 19845712} {"train_lr": 0.00028684857304212387, "train_loss": 3.2221673969551623, "test_loss": 1.043710832342957, "test_acc1": 78.54800262817383, "test_acc5": 94.29000256774903, "epoch": 228, "n_parameters": 19845712} {"train_lr": 0.0002796762157156927, "train_loss": 3.198984614784102, "test_loss": 1.0546058041579796, "test_acc1": 78.6940026776123, "test_acc5": 94.26200230773925, "epoch": 229, "n_parameters": 19845712} {"train_lr": 0.0002725833983158693, "train_loss": 3.1864020382757667, "test_loss": 1.1758439202200284, "test_acc1": 78.33600267211914, "test_acc5": 94.2920023864746, "epoch": 230, "n_parameters": 19845712} {"train_lr": 0.00026557089864998566, "train_loss": 3.1974687175118, "test_loss": 1.1968241726810283, "test_acc1": 78.42000256286622, "test_acc5": 94.17400238708495, "epoch": 231, "n_parameters": 19845712} {"train_lr": 0.0002586394857176932, "train_loss": 3.189543309495699, "test_loss": 1.1622250518112471, "test_acc1": 78.42800258789063, "test_acc5": 94.35000246643067, "epoch": 232, "n_parameters": 19845712} {"train_lr": 0.0002517899196265048, "train_loss": 3.205253171144153, "test_loss": 1.1921852113622609, "test_acc1": 78.51600275268555, "test_acc5": 94.26000274963378, "epoch": 233, "n_parameters": 19845712} {"train_lr": 0.00024502295150852677, "train_loss": 3.192401590130979, "test_loss": 1.1252167577093297, "test_acc1": 78.63800259948731, "test_acc5": 94.33200244445801, "epoch": 234, "n_parameters": 19845712} {"train_lr": 0.00023833932343808706, "train_loss": 3.186890541173095, "test_loss": 1.122712022878907, "test_acc1": 78.56600253479004, "test_acc5": 94.39400285522461, "epoch": 235, "n_parameters": 19845712} {"train_lr": 0.00023173976835031383, "train_loss": 3.181998954307166, "test_loss": 1.0870750645796459, "test_acc1": 78.90800253540039, "test_acc5": 94.48200280822753, "epoch": 236, "n_parameters": 19845712} {"train_lr": 0.00022522500996078677, "train_loss": 3.172103057900588, "test_loss": 1.1185800857616193, "test_acc1": 78.68600219970703, "test_acc5": 94.40200233642578, "epoch": 237, "n_parameters": 19845712} {"train_lr": 0.0002187957626861862, "train_loss": 3.173108297238628, "test_loss": 1.1055457573948484, "test_acc1": 78.92600232116699, "test_acc5": 94.44600248046875, "epoch": 238, "n_parameters": 19845712} {"train_lr": 0.00021245273156592372, "train_loss": 3.172873862474847, "test_loss": 1.1077580072663047, "test_acc1": 78.86200232543945, "test_acc5": 94.3860025390625, "epoch": 239, "n_parameters": 19845712} {"train_lr": 0.00020619661218484483, "train_loss": 3.1635914135703462, "test_loss": 1.076336643461025, "test_acc1": 78.93200260803222, "test_acc5": 94.48200193908691, "epoch": 240, "n_parameters": 19845712} {"train_lr": 0.00020002809059693196, "train_loss": 3.1532672537411814, "test_loss": 1.125460267518506, "test_acc1": 78.75400231140136, "test_acc5": 94.41400272033691, "epoch": 241, "n_parameters": 19845712} {"train_lr": 0.00019394784325008614, "train_loss": 3.1486740702633664, "test_loss": 1.0568564493547787, "test_acc1": 79.18400246459962, "test_acc5": 94.57400259643555, "epoch": 242, "n_parameters": 19845712} {"train_lr": 0.0001879565369119692, "train_loss": 3.1394914229282085, "test_loss": 1.054040173237974, "test_acc1": 79.20800272521973, "test_acc5": 94.57200284667968, "epoch": 243, "n_parameters": 19845712} {"train_lr": 0.0001820548285968152, "train_loss": 3.147845716404019, "test_loss": 1.0708065281311672, "test_acc1": 79.23000241760253, "test_acc5": 94.5600021697998, "epoch": 244, "n_parameters": 19845712} {"train_lr": 0.00017624336549345503, "train_loss": 3.127931979300974, "test_loss": 1.0592558289116079, "test_acc1": 79.19000228637695, "test_acc5": 94.52400276550293, "epoch": 245, "n_parameters": 19845712} {"train_lr": 0.00017052278489430097, "train_loss": 3.1347575739895603, "test_loss": 1.114868246696212, "test_acc1": 79.3500022479248, "test_acc5": 94.6000024194336, "epoch": 246, "n_parameters": 19845712} {"train_lr": 0.00016489371412549964, "train_loss": 3.1319026260448397, "test_loss": 1.0679459124803543, "test_acc1": 79.10400267578125, "test_acc5": 94.59600296569825, "epoch": 247, "n_parameters": 19845712} {"train_lr": 0.00015935677047806973, "train_loss": 3.1398228821184615, "test_loss": 1.0581993808348973, "test_acc1": 79.26600210998535, "test_acc5": 94.73400250305176, "epoch": 248, "n_parameters": 19845712} {"train_lr": 0.00015391256114029845, "train_loss": 3.1234542446123132, "test_loss": 1.0417551253781174, "test_acc1": 79.35800237121582, "test_acc5": 94.65600243835449, "epoch": 249, "n_parameters": 19845712} {"train_lr": 0.00014856168313107318, "train_loss": 3.123146510119442, "test_loss": 1.0543137237881168, "test_acc1": 79.3580023815918, "test_acc5": 94.68200260864258, "epoch": 250, "n_parameters": 19845712} {"train_lr": 0.00014330472323448312, "train_loss": 3.1069494235001023, "test_loss": 1.0282269684654293, "test_acc1": 79.30800254882813, "test_acc5": 94.68200266540528, "epoch": 251, "n_parameters": 19845712} {"train_lr": 0.0001381422579354107, "train_loss": 3.11563321373922, "test_loss": 1.1136788337519674, "test_acc1": 79.34400262939454, "test_acc5": 94.71200243286133, "epoch": 252, "n_parameters": 19845712} {"train_lr": 0.0001330748533563583, "train_loss": 3.1056362087492175, "test_loss": 1.0368043080423817, "test_acc1": 79.58400261535644, "test_acc5": 94.70600238464355, "epoch": 253, "n_parameters": 19845712} {"train_lr": 0.00012810306519533694, "train_loss": 3.0957489325035867, "test_loss": 1.0665186426856301, "test_acc1": 79.53200242004395, "test_acc5": 94.67400249694825, "epoch": 254, "n_parameters": 19845712} {"train_lr": 0.00012322743866494126, "train_loss": 3.0982507143994504, "test_loss": 1.135510741309686, "test_acc1": 79.45200279541015, "test_acc5": 94.61200264770508, "epoch": 255, "n_parameters": 19845712} {"train_lr": 0.00011844850843257583, "train_loss": 3.0926404397645824, "test_loss": 1.06202171607451, "test_acc1": 79.60600245483398, "test_acc5": 94.6380025817871, "epoch": 256, "n_parameters": 19845712} {"train_lr": 0.00011376679856178666, "train_loss": 3.099188626551037, "test_loss": 1.0492848297863295, "test_acc1": 79.57000239440919, "test_acc5": 94.7600022631836, "epoch": 257, "n_parameters": 19845712} {"train_lr": 0.00010918282245481492, "train_loss": 3.087202232971275, "test_loss": 1.0688038743806607, "test_acc1": 79.51000275146484, "test_acc5": 94.78200274963379, "epoch": 258, "n_parameters": 19845712} {"train_lr": 0.00010469708279631207, "train_loss": 3.0834291690497473, "test_loss": 1.0487324473532764, "test_acc1": 79.5240024255371, "test_acc5": 94.6820025946045, "epoch": 259, "n_parameters": 19845712} {"train_lr": 0.00010031007149816415, "train_loss": 3.089578993005051, "test_loss": 0.9833011889096462, "test_acc1": 79.76600248657226, "test_acc5": 94.75600274902344, "epoch": 260, "n_parameters": 19845712} {"train_lr": 9.602226964561254e-05, "train_loss": 3.092942997277212, "test_loss": 1.0654812766747042, "test_acc1": 79.80200251281738, "test_acc5": 94.76800277099609, "epoch": 261, "n_parameters": 19845712} {"train_lr": 9.183414744444096e-05, "train_loss": 3.0801364018810355, "test_loss": 1.0619246652632048, "test_acc1": 79.73200256835938, "test_acc5": 94.88400249511719, "epoch": 262, "n_parameters": 19845712} {"train_lr": 8.774616416944161e-05, "train_loss": 3.0759368257032786, "test_loss": 1.098915417989095, "test_acc1": 79.73400248413085, "test_acc5": 94.84000256713867, "epoch": 263, "n_parameters": 19845712} {"train_lr": 8.37587681140576e-05, "train_loss": 3.060741893345599, "test_loss": 1.1314947469667955, "test_acc1": 79.80200245849609, "test_acc5": 94.880002477417, "epoch": 264, "n_parameters": 19845712} {"train_lr": 7.987239654118778e-05, "train_loss": 3.0755016353966997, "test_loss": 1.0314420994484064, "test_acc1": 79.92800255737305, "test_acc5": 94.84400242492676, "epoch": 265, "n_parameters": 19845712} {"train_lr": 7.608747563528369e-05, "train_loss": 3.070232007977107, "test_loss": 1.0599002102107713, "test_acc1": 79.79800247924804, "test_acc5": 94.90200286071777, "epoch": 266, "n_parameters": 19845712} {"train_lr": 7.240442045557008e-05, "train_loss": 3.0649185345517838, "test_loss": 1.0426886546792407, "test_acc1": 79.84200233459472, "test_acc5": 94.89600253540038, "epoch": 267, "n_parameters": 19845712} {"train_lr": 6.882363489054739e-05, "train_loss": 3.064852810877976, "test_loss": 1.1387856259490505, "test_acc1": 79.91200236206055, "test_acc5": 94.87200266479492, "epoch": 268, "n_parameters": 19845712} {"train_lr": 6.534551161370524e-05, "train_loss": 3.054626093803645, "test_loss": 1.0991427970655037, "test_acc1": 79.85200245483398, "test_acc5": 94.82400260009766, "epoch": 269, "n_parameters": 19845712} {"train_lr": 6.197043204046283e-05, "train_loss": 3.061623510387209, "test_loss": 1.1116676777601242, "test_acc1": 79.8780026373291, "test_acc5": 94.84400249145507, "epoch": 270, "n_parameters": 19845712} {"train_lr": 5.8698766286322e-05, "train_loss": 3.047210253256974, "test_loss": 1.0781681727279315, "test_acc1": 80.07200240783692, "test_acc5": 94.90000258911132, "epoch": 271, "n_parameters": 19845712} {"train_lr": 5.553087312630515e-05, "train_loss": 3.0530522543844656, "test_loss": 1.0178142226103581, "test_acc1": 80.06200283691406, "test_acc5": 94.91600271789551, "epoch": 272, "n_parameters": 19845712} {"train_lr": 5.246709995559324e-05, "train_loss": 3.0578722712709654, "test_loss": 1.1298810731280933, "test_acc1": 79.82200236206054, "test_acc5": 94.80000243652344, "epoch": 273, "n_parameters": 19845712} {"train_lr": 4.950778275144282e-05, "train_loss": 3.056411298940317, "test_loss": 1.0584861247828512, "test_acc1": 80.04200253112793, "test_acc5": 94.87000270446778, "epoch": 274, "n_parameters": 19845712} {"train_lr": 4.6653246036330756e-05, "train_loss": 3.0437365579757567, "test_loss": 1.0027041326869617, "test_acc1": 80.09400243591308, "test_acc5": 94.91400245056153, "epoch": 275, "n_parameters": 19845712} {"train_lr": 4.3903802842375774e-05, "train_loss": 3.04193085103298, "test_loss": 0.988072746630871, "test_acc1": 80.1760020690918, "test_acc5": 94.98800230773925, "epoch": 276, "n_parameters": 19845712} {"train_lr": 4.1259754677011786e-05, "train_loss": 3.0529289000707087, "test_loss": 1.0308064637762127, "test_acc1": 80.09400263549804, "test_acc5": 94.94000247558594, "epoch": 277, "n_parameters": 19845712} {"train_lr": 3.872139148991317e-05, "train_loss": 3.0466456818494865, "test_loss": 1.0342754089471065, "test_acc1": 80.0100025769043, "test_acc5": 94.94800245605468, "epoch": 278, "n_parameters": 19845712} {"train_lr": 3.628899164120447e-05, "train_loss": 3.0276189352349223, "test_loss": 1.03572978079319, "test_acc1": 80.0280026739502, "test_acc5": 94.94600260070801, "epoch": 279, "n_parameters": 19845712} {"train_lr": 3.396282187094542e-05, "train_loss": 3.0264609824601028, "test_loss": 1.0591855423920082, "test_acc1": 80.13800268066406, "test_acc5": 94.94600289978027, "epoch": 280, "n_parameters": 19845712} {"train_lr": 3.174313726986302e-05, "train_loss": 3.0328161501103073, "test_loss": 1.1110355267018983, "test_acc1": 79.94600255737305, "test_acc5": 94.796002243042, "epoch": 281, "n_parameters": 19845712} {"train_lr": 2.9630181251387e-05, "train_loss": 3.032730265653772, "test_loss": 1.0928379392082042, "test_acc1": 80.15800246520996, "test_acc5": 94.9360026397705, "epoch": 282, "n_parameters": 19845712} {"train_lr": 2.7624185524954176e-05, "train_loss": 3.0322690834339667, "test_loss": 1.0530122563694462, "test_acc1": 80.19600251037598, "test_acc5": 94.92800242492676, "epoch": 283, "n_parameters": 19845712} {"train_lr": 2.572537007060402e-05, "train_loss": 3.0199171263489317, "test_loss": 1.0200782323425466, "test_acc1": 80.18200275207519, "test_acc5": 94.97600273010254, "epoch": 284, "n_parameters": 19845712} {"train_lr": 2.3933943114847106e-05, "train_loss": 3.0260520752051847, "test_loss": 1.0653917455311976, "test_acc1": 80.15000256774903, "test_acc5": 94.95200282897949, "epoch": 285, "n_parameters": 19845712} {"train_lr": 2.2250101107838575e-05, "train_loss": 3.030160150939612, "test_loss": 1.08340280390147, "test_acc1": 80.19200252319337, "test_acc5": 94.96400248962402, "epoch": 286, "n_parameters": 19845712} {"train_lr": 2.0674028701827155e-05, "train_loss": 3.0185114011871255, "test_loss": 1.0601965112216545, "test_acc1": 80.17200268188476, "test_acc5": 94.96400249572754, "epoch": 287, "n_parameters": 19845712} {"train_lr": 1.9205898730913854e-05, "train_loss": 3.0257813359717196, "test_loss": 1.0465738511446752, "test_acc1": 80.20600252990722, "test_acc5": 94.91600266540527, "epoch": 288, "n_parameters": 19845712} {"train_lr": 1.7845872192095012e-05, "train_loss": 3.0226236233036583, "test_loss": 1.045456219351653, "test_acc1": 80.17000261047363, "test_acc5": 94.98200237243653, "epoch": 289, "n_parameters": 19845712} {"train_lr": 1.659409822760516e-05, "train_loss": 3.0143151796645493, "test_loss": 1.0057550564859852, "test_acc1": 80.21200236206055, "test_acc5": 95.02000254089356, "epoch": 290, "n_parameters": 19845712} {"train_lr": 1.545071410856787e-05, "train_loss": 3.0218382777212907, "test_loss": 1.0938553001844522, "test_acc1": 80.14600294799804, "test_acc5": 94.91400257385254, "epoch": 291, "n_parameters": 19845712} {"train_lr": 1.4415845219935669e-05, "train_loss": 3.0148792538425617, "test_loss": 1.009874859994108, "test_acc1": 80.1740026928711, "test_acc5": 94.99000217712403, "epoch": 292, "n_parameters": 19845712} {"train_lr": 1.3489605046743441e-05, "train_loss": 2.9994738351860395, "test_loss": 0.972712052139369, "test_acc1": 80.2840026550293, "test_acc5": 95.00400243835449, "epoch": 293, "n_parameters": 19845712} {"train_lr": 1.267209516166461e-05, "train_loss": 3.0061209249458343, "test_loss": 1.0565675171938809, "test_acc1": 80.20200232666015, "test_acc5": 94.97600254211426, "epoch": 294, "n_parameters": 19845712} {"train_lr": 1.1963405213869678e-05, "train_loss": 3.018861701781992, "test_loss": 0.9889991771091114, "test_acc1": 80.24000282226562, "test_acc5": 94.99000205993653, "epoch": 295, "n_parameters": 19845712} {"train_lr": 1.1363612919198826e-05, "train_loss": 3.0200664286228487, "test_loss": 1.059998486529697, "test_acc1": 80.28000252868652, "test_acc5": 95.01200249572754, "epoch": 296, "n_parameters": 19845712} {"train_lr": 1.0872784051636047e-05, "train_loss": 3.0197242498636054, "test_loss": 1.0068144215778871, "test_acc1": 80.24600255737305, "test_acc5": 95.04000226074218, "epoch": 297, "n_parameters": 19845712} {"train_lr": 1.0490972436097075e-05, "train_loss": 3.0104804873037683, "test_loss": 1.0034968464663534, "test_acc1": 80.3100027166748, "test_acc5": 95.05600241760254, "epoch": 298, "n_parameters": 19845712} {"train_lr": 1.0218219942528799e-05, "train_loss": 3.01753873319077, "test_loss": 1.1166777046340886, "test_acc1": 80.11400255737304, "test_acc5": 94.96000241149902, "epoch": 299, "n_parameters": 19845712}