{"train_lr": 9.999999999999953e-07, "train_loss": 6.979090184711819, "test_loss": 6.891629807876818, "test_acc1": 0.1500000075817108, "test_acc5": 0.7780000354194642, "epoch": 0, "n_parameters": 16485584} {"train_lr": 9.999999999999953e-07, "train_loss": 6.931346114876745, "test_loss": 6.859563408475934, "test_acc1": 0.298000011177063, "test_acc5": 1.3380000427246095, "epoch": 1, "n_parameters": 16485584} {"train_lr": 0.0004007999999999919, "train_loss": 6.568319556143263, "test_loss": 5.6804557894215435, "test_acc1": 5.00800015800476, "test_acc5": 16.09200043533325, "epoch": 2, "n_parameters": 16485584} {"train_lr": 0.0008006000000000176, "train_loss": 6.184852048933363, "test_loss": 4.882391171021895, "test_acc1": 12.062000344543456, "test_acc5": 29.79600083618164, "epoch": 3, "n_parameters": 16485584} {"train_lr": 0.0012004000000000285, "train_loss": 5.830896939400384, "test_loss": 4.176414798606526, "test_acc1": 20.102000543212892, "test_acc5": 42.982001168823246, "epoch": 4, "n_parameters": 16485584} {"train_lr": 0.0016001999999999824, "train_loss": 5.429783755259739, "test_loss": 3.471407554366372, "test_acc1": 29.316000844726563, "test_acc5": 55.0080014819336, "epoch": 5, "n_parameters": 16485584} {"train_lr": 0.0019986363870807653, "train_loss": 4.987996791240027, "test_loss": 2.8910760220253104, "test_acc1": 38.17000113128662, "test_acc5": 64.56600187438964, "epoch": 6, "n_parameters": 16485584} {"train_lr": 0.0019980365947861213, "train_loss": 4.5425045713246295, "test_loss": 2.499872467734597, "test_acc1": 45.108001226501464, "test_acc5": 71.03000238952637, "epoch": 7, "n_parameters": 16485584} {"train_lr": 0.0019973279048383337, "train_loss": 4.2816720290912045, "test_loss": 2.298786887616822, "test_acc1": 48.78000117889404, "test_acc5": 74.48600238830566, "epoch": 8, "n_parameters": 16485584} {"train_lr": 0.0019965103949532445, "train_loss": 4.112073645746108, "test_loss": 2.160310376774181, "test_acc1": 51.21600129333496, "test_acc5": 76.41400260437011, "epoch": 9, "n_parameters": 16485584} {"train_lr": 0.0019955841547800715, "train_loss": 3.9712203265094073, "test_loss": 1.9824934448256637, "test_acc1": 54.79000147338867, "test_acc5": 79.09400248596191, "epoch": 10, "n_parameters": 16485584} {"train_lr": 0.0019945492858914116, "train_loss": 3.8440288958980218, "test_loss": 1.9223227112582235, "test_acc1": 56.07400157531738, "test_acc5": 79.98400267761231, "epoch": 11, "n_parameters": 16485584} {"train_lr": 0.0019934059017723614, "train_loss": 3.770442640085777, "test_loss": 1.8225337307561527, "test_acc1": 57.95600168762207, "test_acc5": 81.57200209899902, "epoch": 12, "n_parameters": 16485584} {"train_lr": 0.0019921541278078774, "train_loss": 3.6761358305990552, "test_loss": 1.7671249599167795, "test_acc1": 59.05600144775391, "test_acc5": 82.30200238098145, "epoch": 13, "n_parameters": 16485584} {"train_lr": 0.0019907941012690692, "train_loss": 3.61757776662886, "test_loss": 1.6945397488095544, "test_acc1": 60.662001623535154, "test_acc5": 83.25400278869628, "epoch": 14, "n_parameters": 16485584} {"train_lr": 0.0019893259712981484, "train_loss": 3.556695649235083, "test_loss": 1.681234876314799, "test_acc1": 60.97800158447266, "test_acc5": 83.56000252380372, "epoch": 15, "n_parameters": 16485584} {"train_lr": 0.0019877498988920997, "train_loss": 3.5090428346352613, "test_loss": 1.63335417527141, "test_acc1": 61.60800159729004, "test_acc5": 84.13000260681153, "epoch": 16, "n_parameters": 16485584} {"train_lr": 0.0019860660568851683, "train_loss": 3.4796077809173713, "test_loss": 1.646838468132597, "test_acc1": 62.44200155395508, "test_acc5": 84.45600230651856, "epoch": 17, "n_parameters": 16485584} {"train_lr": 0.0019842746299293954, "train_loss": 3.4289153067709255, "test_loss": 1.6012496022563991, "test_acc1": 62.66000156555176, "test_acc5": 84.63800273986817, "epoch": 18, "n_parameters": 16485584} {"train_lr": 0.0019823758144750267, "train_loss": 3.396957647123878, "test_loss": 1.5700011655236736, "test_acc1": 63.266001802368166, "test_acc5": 85.15400225891113, "epoch": 19, "n_parameters": 16485584} {"train_lr": 0.0019803698187486067, "train_loss": 3.3600540450818057, "test_loss": 1.535885872262897, "test_acc1": 63.8360018951416, "test_acc5": 85.78000322143555, "epoch": 20, "n_parameters": 16485584} {"train_lr": 0.0019782568627301467, "train_loss": 3.3338119460047957, "test_loss": 1.4961655726938536, "test_acc1": 64.51800187194824, "test_acc5": 86.04800273620606, "epoch": 21, "n_parameters": 16485584} {"train_lr": 0.0019760371781290314, "train_loss": 3.3046829237354745, "test_loss": 1.4864938218485226, "test_acc1": 64.7240016772461, "test_acc5": 86.1160025402832, "epoch": 22, "n_parameters": 16485584} {"train_lr": 0.001973711008358824, "train_loss": 3.2791182677999293, "test_loss": 1.501187974304864, "test_acc1": 64.65000182861328, "test_acc5": 86.11400237609864, "epoch": 23, "n_parameters": 16485584} {"train_lr": 0.0019712786085100717, "train_loss": 3.2776461280316567, "test_loss": 1.479624862020666, "test_acc1": 64.98200178955078, "test_acc5": 86.2320023034668, "epoch": 24, "n_parameters": 16485584} {"train_lr": 0.001968740245323006, "train_loss": 3.250061055929731, "test_loss": 1.4495556345491698, "test_acc1": 65.72800176391601, "test_acc5": 86.59200276672364, "epoch": 25, "n_parameters": 16485584} {"train_lr": 0.0019660961971576653, "train_loss": 3.2297398663348527, "test_loss": 1.440372956070033, "test_acc1": 66.01200211975097, "test_acc5": 86.7300023840332, "epoch": 26, "n_parameters": 16485584} {"train_lr": 0.001963346753963693, "train_loss": 3.205016573984846, "test_loss": 1.4475254109411528, "test_acc1": 65.63000184143067, "test_acc5": 86.68000243957519, "epoch": 27, "n_parameters": 16485584} {"train_lr": 0.001960492217248555, "train_loss": 3.183994068135079, "test_loss": 1.42226348185178, "test_acc1": 66.24800172058106, "test_acc5": 87.20200218017578, "epoch": 28, "n_parameters": 16485584} {"train_lr": 0.001957532900044387, "train_loss": 3.174301796465469, "test_loss": 1.407009020447731, "test_acc1": 66.78200219177246, "test_acc5": 87.19200249938964, "epoch": 29, "n_parameters": 16485584} {"train_lr": 0.001954469126873758, "train_loss": 3.1533450864964157, "test_loss": 1.3976839311195142, "test_acc1": 66.94800187011718, "test_acc5": 87.50600254638672, "epoch": 30, "n_parameters": 16485584} {"train_lr": 0.0019513012337137013, "train_loss": 3.151791346349495, "test_loss": 1.3781816110466465, "test_acc1": 67.2780018371582, "test_acc5": 87.54200275695801, "epoch": 31, "n_parameters": 16485584} {"train_lr": 0.0019480295679595498, "train_loss": 3.1416813735481646, "test_loss": 1.3918338499285958, "test_acc1": 67.18200199707032, "test_acc5": 87.73400223999023, "epoch": 32, "n_parameters": 16485584} {"train_lr": 0.001944654488386279, "train_loss": 3.1177213033802693, "test_loss": 1.3703985340667493, "test_acc1": 67.16000211608886, "test_acc5": 87.7140024633789, "epoch": 33, "n_parameters": 16485584} {"train_lr": 0.0019411763651094522, "train_loss": 3.11620359598018, "test_loss": 1.3641633413957828, "test_acc1": 67.2380018963623, "test_acc5": 87.74600254089356, "epoch": 34, "n_parameters": 16485584} {"train_lr": 0.0019375955795444654, "train_loss": 3.1088210620182597, "test_loss": 1.3696871052185695, "test_acc1": 67.30600193481445, "test_acc5": 87.85600248291016, "epoch": 35, "n_parameters": 16485584} {"train_lr": 0.0019339125243647028, "train_loss": 3.0985598224911284, "test_loss": 1.353365512959885, "test_acc1": 67.68000235107422, "test_acc5": 88.09000265258788, "epoch": 36, "n_parameters": 16485584} {"train_lr": 0.0019301276034588161, "train_loss": 3.089003663816803, "test_loss": 1.3559270609508862, "test_acc1": 67.74400209350586, "test_acc5": 88.22600220275879, "epoch": 37, "n_parameters": 16485584} {"train_lr": 0.0019262412318859438, "train_loss": 3.0829156897336745, "test_loss": 1.3402358234831782, "test_acc1": 67.8960021447754, "test_acc5": 88.20600264343261, "epoch": 38, "n_parameters": 16485584} {"train_lr": 0.0019222538358305567, "train_loss": 3.0669303060435564, "test_loss": 1.3216152141491573, "test_acc1": 68.22600208496094, "test_acc5": 88.3240025354004, "epoch": 39, "n_parameters": 16485584} {"train_lr": 0.001918165852555554, "train_loss": 3.0498669303054338, "test_loss": 1.3341295371452968, "test_acc1": 68.20200193115234, "test_acc5": 88.2640024584961, "epoch": 40, "n_parameters": 16485584} {"train_lr": 0.0019139777303543704, "train_loss": 3.0577788824419514, "test_loss": 1.3491474715146152, "test_acc1": 67.91800216064453, "test_acc5": 88.15200249206544, "epoch": 41, "n_parameters": 16485584} {"train_lr": 0.0019096899285018238, "train_loss": 3.0421426194510777, "test_loss": 1.3040712597695263, "test_acc1": 68.54200179748536, "test_acc5": 88.68400232543945, "epoch": 42, "n_parameters": 16485584} {"train_lr": 0.0019053029172036347, "train_loss": 3.0347092320783724, "test_loss": 1.2945390488162185, "test_acc1": 68.78600214111329, "test_acc5": 88.85600255310058, "epoch": 43, "n_parameters": 16485584} {"train_lr": 0.0019008171775451975, "train_loss": 3.0148245086915773, "test_loss": 1.3181926869984828, "test_acc1": 68.41600201538085, "test_acc5": 88.44000246948242, "epoch": 44, "n_parameters": 16485584} {"train_lr": 0.0018962332014382094, "train_loss": 3.0128081887126634, "test_loss": 1.3358375931327993, "test_acc1": 68.2080021295166, "test_acc5": 88.29800227416992, "epoch": 45, "n_parameters": 16485584} {"train_lr": 0.001891551491567433, "train_loss": 3.0093555923560253, "test_loss": 1.2985030697150663, "test_acc1": 68.81000190307617, "test_acc5": 88.66200260864258, "epoch": 46, "n_parameters": 16485584} {"train_lr": 0.0018867725613350395, "train_loss": 2.999024670425174, "test_loss": 1.314188183257074, "test_acc1": 68.55200196838379, "test_acc5": 88.63200258422852, "epoch": 47, "n_parameters": 16485584} {"train_lr": 0.0018818969348046717, "train_loss": 3.000333240587744, "test_loss": 1.2974699636300404, "test_acc1": 68.72600229187012, "test_acc5": 88.73600236145019, "epoch": 48, "n_parameters": 16485584} {"train_lr": 0.0018769251466436553, "train_loss": 2.983031406105279, "test_loss": 1.3226711962259177, "test_acc1": 68.56200209350585, "test_acc5": 88.49000241394043, "epoch": 49, "n_parameters": 16485584} {"train_lr": 0.0018718577420645938, "train_loss": 2.9930270946711945, "test_loss": 1.291211913029353, "test_acc1": 69.20600241333008, "test_acc5": 88.85800252136231, "epoch": 50, "n_parameters": 16485584} {"train_lr": 0.0018666952767654964, "train_loss": 2.9613089324663773, "test_loss": 1.2956383192177974, "test_acc1": 68.75800231811523, "test_acc5": 88.77200239929199, "epoch": 51, "n_parameters": 16485584} {"train_lr": 0.0018614383168689137, "train_loss": 2.970059340591911, "test_loss": 1.2979461767456748, "test_acc1": 69.06400232910157, "test_acc5": 88.83400237182617, "epoch": 52, "n_parameters": 16485584} {"train_lr": 0.0018560874388597434, "train_loss": 2.954582664796965, "test_loss": 1.2767724570902912, "test_acc1": 69.33600212158203, "test_acc5": 89.00800255554199, "epoch": 53, "n_parameters": 16485584} {"train_lr": 0.0018506432295219307, "train_loss": 2.971688616809418, "test_loss": 1.263824333747228, "test_acc1": 69.49000203369141, "test_acc5": 89.248002678833, "epoch": 54, "n_parameters": 16485584} {"train_lr": 0.0018451062858744953, "train_loss": 2.9611693229273164, "test_loss": 1.2962280430577018, "test_acc1": 68.99000215942382, "test_acc5": 88.91000227661132, "epoch": 55, "n_parameters": 16485584} {"train_lr": 0.0018394772151057238, "train_loss": 2.955572015375828, "test_loss": 1.2838664276130272, "test_acc1": 69.25400230957031, "test_acc5": 89.05000256774902, "epoch": 56, "n_parameters": 16485584} {"train_lr": 0.0018337566345065688, "train_loss": 2.9302694575487376, "test_loss": 1.269473315188379, "test_acc1": 69.6460023614502, "test_acc5": 89.23400253295898, "epoch": 57, "n_parameters": 16485584} {"train_lr": 0.0018279451714031977, "train_loss": 2.9448591289903336, "test_loss": 1.267588260498914, "test_acc1": 69.54200193054199, "test_acc5": 89.15000228820801, "epoch": 58, "n_parameters": 16485584} {"train_lr": 0.001822043463088011, "train_loss": 2.9385792572292493, "test_loss": 1.2578947246074677, "test_acc1": 69.94400249816894, "test_acc5": 89.25400264892578, "epoch": 59, "n_parameters": 16485584} {"train_lr": 0.001816052156749885, "train_loss": 2.9306173319343944, "test_loss": 1.2596484820048015, "test_acc1": 69.79600229492188, "test_acc5": 89.35400254699707, "epoch": 60, "n_parameters": 16485584} {"train_lr": 0.001809971909403067, "train_loss": 2.92558637008869, "test_loss": 1.242806644150705, "test_acc1": 69.85000231811523, "test_acc5": 89.49200260009765, "epoch": 61, "n_parameters": 16485584} {"train_lr": 0.0018038033878151612, "train_loss": 2.9154100103868092, "test_loss": 1.2457438418359468, "test_acc1": 69.70600237854003, "test_acc5": 89.60000234924317, "epoch": 62, "n_parameters": 16485584} {"train_lr": 0.001797547268434101, "train_loss": 2.912000012126186, "test_loss": 1.2381137799132953, "test_acc1": 69.95000247009277, "test_acc5": 89.46800272460938, "epoch": 63, "n_parameters": 16485584} {"train_lr": 0.0017912042373137995, "train_loss": 2.918003740928156, "test_loss": 1.251798481652231, "test_acc1": 69.81400232360839, "test_acc5": 89.3640026599121, "epoch": 64, "n_parameters": 16485584} {"train_lr": 0.0017847749900392264, "train_loss": 2.914824207695268, "test_loss": 1.2481312842080088, "test_acc1": 70.13800244262696, "test_acc5": 89.23800236877442, "epoch": 65, "n_parameters": 16485584} {"train_lr": 0.0017782602316496804, "train_loss": 2.9142178341353255, "test_loss": 1.2552309957417576, "test_acc1": 69.7260023425293, "test_acc5": 89.25200266235352, "epoch": 66, "n_parameters": 16485584} {"train_lr": 0.0017716606765619024, "train_loss": 2.9066649030486076, "test_loss": 1.241184893882636, "test_acc1": 70.06200234863282, "test_acc5": 89.48600217163086, "epoch": 67, "n_parameters": 16485584} {"train_lr": 0.0017649770484915045, "train_loss": 2.890403141887735, "test_loss": 1.2522449696605855, "test_acc1": 70.05600253845215, "test_acc5": 89.61600265319824, "epoch": 68, "n_parameters": 16485584} {"train_lr": 0.0017582100803734976, "train_loss": 2.8987538332132985, "test_loss": 1.258150065035531, "test_acc1": 69.80000230102539, "test_acc5": 89.35400242980957, "epoch": 69, "n_parameters": 16485584} {"train_lr": 0.0017513605142822945, "train_loss": 2.8870920009321446, "test_loss": 1.2486075262228649, "test_acc1": 69.93200222595215, "test_acc5": 89.51200288879394, "epoch": 70, "n_parameters": 16485584} {"train_lr": 0.0017444291013499857, "train_loss": 2.88293375785974, "test_loss": 1.231792250365922, "test_acc1": 70.57400217285156, "test_acc5": 89.68000244873046, "epoch": 71, "n_parameters": 16485584} {"train_lr": 0.0017374166016841382, "train_loss": 2.8824290600326137, "test_loss": 1.2193820684245138, "test_acc1": 70.57600244873046, "test_acc5": 89.81000280151368, "epoch": 72, "n_parameters": 16485584} {"train_lr": 0.0017303237842843022, "train_loss": 2.856933119985983, "test_loss": 1.2335270656780764, "test_acc1": 70.23800256713868, "test_acc5": 89.53200222961426, "epoch": 73, "n_parameters": 16485584} {"train_lr": 0.0017231514269578294, "train_loss": 2.8743710422115645, "test_loss": 1.2291189228946513, "test_acc1": 70.40600210266113, "test_acc5": 89.75000277526856, "epoch": 74, "n_parameters": 16485584} {"train_lr": 0.0017159003162346147, "train_loss": 2.869633528945162, "test_loss": 1.2157985270023346, "test_acc1": 70.69800242004395, "test_acc5": 89.74600270751954, "epoch": 75, "n_parameters": 16485584} {"train_lr": 0.0017085712472806156, "train_loss": 2.858199236466349, "test_loss": 1.1944803992907207, "test_acc1": 70.95600227966308, "test_acc5": 90.0220023638916, "epoch": 76, "n_parameters": 16485584} {"train_lr": 0.0017011650238107918, "train_loss": 2.86824122495312, "test_loss": 1.2358266693173032, "test_acc1": 70.37400228515625, "test_acc5": 89.71800258666993, "epoch": 77, "n_parameters": 16485584} {"train_lr": 0.0016936824580010095, "train_loss": 2.851677361771548, "test_loss": 1.2388116563811447, "test_acc1": 70.36000249938965, "test_acc5": 89.55600252441407, "epoch": 78, "n_parameters": 16485584} {"train_lr": 0.0016861243703990081, "train_loss": 2.849480697362543, "test_loss": 1.2189697961915622, "test_acc1": 70.62800235473632, "test_acc5": 89.89400264831544, "epoch": 79, "n_parameters": 16485584} {"train_lr": 0.0016784915898342416, "train_loss": 2.835622038057954, "test_loss": 1.2234658025430911, "test_acc1": 70.70200228210449, "test_acc5": 89.78800223266602, "epoch": 80, "n_parameters": 16485584} {"train_lr": 0.0016707849533270642, "train_loss": 2.830743720300859, "test_loss": 1.239626904328664, "test_acc1": 70.36600238464355, "test_acc5": 89.7200025390625, "epoch": 81, "n_parameters": 16485584} {"train_lr": 0.001663005305997004, "train_loss": 2.8404855433223153, "test_loss": 1.209553229086327, "test_acc1": 70.81200246643067, "test_acc5": 89.85800267456055, "epoch": 82, "n_parameters": 16485584} {"train_lr": 0.00165515350097013, "train_loss": 2.8338969636211195, "test_loss": 1.2345307690627647, "test_acc1": 70.0200023046875, "test_acc5": 89.62000282592773, "epoch": 83, "n_parameters": 16485584} {"train_lr": 0.0016472303992853623, "train_loss": 2.8378820502453093, "test_loss": 1.2046889026056637, "test_acc1": 70.8880023248291, "test_acc5": 89.90600261779785, "epoch": 84, "n_parameters": 16485584} {"train_lr": 0.001639236869799948, "train_loss": 2.8230576592383625, "test_loss": 1.2114042590061824, "test_acc1": 70.69200235473633, "test_acc5": 90.01200272033691, "epoch": 85, "n_parameters": 16485584} {"train_lr": 0.0016311737890946014, "train_loss": 2.8229283785743773, "test_loss": 1.2024003795602105, "test_acc1": 70.80000271606445, "test_acc5": 90.292002444458, "epoch": 86, "n_parameters": 16485584} {"train_lr": 0.0016230420413769352, "train_loss": 2.8149151097146348, "test_loss": 1.2100198404355482, "test_acc1": 70.73600203430176, "test_acc5": 89.94400217834473, "epoch": 87, "n_parameters": 16485584} {"train_lr": 0.0016148425183846727, "train_loss": 2.8138911829863806, "test_loss": 1.2000456461400697, "test_acc1": 70.94600235229493, "test_acc5": 90.03400224060059, "epoch": 88, "n_parameters": 16485584} {"train_lr": 0.0016065761192880512, "train_loss": 2.808568089009284, "test_loss": 1.1859687616427739, "test_acc1": 71.09800246276855, "test_acc5": 90.20000256896972, "epoch": 89, "n_parameters": 16485584} {"train_lr": 0.0015982437505908074, "train_loss": 2.797179525537933, "test_loss": 1.2042380237218104, "test_acc1": 70.98600240661621, "test_acc5": 90.02000260192871, "epoch": 90, "n_parameters": 16485584} {"train_lr": 0.0015898463260310446, "train_loss": 2.8230124540942656, "test_loss": 1.200985653382359, "test_acc1": 71.04000225830079, "test_acc5": 89.99600249694824, "epoch": 91, "n_parameters": 16485584} {"train_lr": 0.0015813847664809541, "train_loss": 2.805927730221257, "test_loss": 1.2089071612466464, "test_acc1": 70.83600227294922, "test_acc5": 89.93600259155274, "epoch": 92, "n_parameters": 16485584} {"train_lr": 0.0015728599998459658, "train_loss": 2.8088247964946294, "test_loss": 1.1798493333838203, "test_acc1": 71.56600232971192, "test_acc5": 90.27800265441894, "epoch": 93, "n_parameters": 16485584} {"train_lr": 0.001564272960962846, "train_loss": 2.790159011439835, "test_loss": 1.1802719831466675, "test_acc1": 71.56800284667969, "test_acc5": 90.29400262329102, "epoch": 94, "n_parameters": 16485584} {"train_lr": 0.001555624591497151, "train_loss": 2.7916482919268755, "test_loss": 1.1884986834995674, "test_acc1": 71.24600249206543, "test_acc5": 90.1820024786377, "epoch": 95, "n_parameters": 16485584} {"train_lr": 0.0015469158398399695, "train_loss": 2.7887516074376903, "test_loss": 1.1948206889809985, "test_acc1": 71.3300024383545, "test_acc5": 90.23400251831055, "epoch": 96, "n_parameters": 16485584} {"train_lr": 0.0015381476610041192, "train_loss": 2.787291316987037, "test_loss": 1.1898941844701767, "test_acc1": 71.35400228637695, "test_acc5": 90.14800258422852, "epoch": 97, "n_parameters": 16485584} {"train_lr": 0.001529321016519214, "train_loss": 2.7743245416360316, "test_loss": 1.1906163123520939, "test_acc1": 71.16400239562988, "test_acc5": 90.28000253601074, "epoch": 98, "n_parameters": 16485584} {"train_lr": 0.0015204368743262475, "train_loss": 2.77743195553573, "test_loss": 1.181131461353013, "test_acc1": 71.3620025213623, "test_acc5": 90.30200255310059, "epoch": 99, "n_parameters": 16485584} {"train_lr": 0.0015114962086715815, "train_loss": 2.7719791087744046, "test_loss": 1.1631745009711294, "test_acc1": 71.68800239318848, "test_acc5": 90.48600245544434, "epoch": 100, "n_parameters": 16485584} {"train_lr": 0.0015024999999999741, "train_loss": 2.768502894065363, "test_loss": 1.1755922025803365, "test_acc1": 71.41200257019042, "test_acc5": 90.29800246704102, "epoch": 101, "n_parameters": 16485584} {"train_lr": 0.001493449234847066, "train_loss": 2.767643208626649, "test_loss": 1.1642047442270047, "test_acc1": 71.91000285766602, "test_acc5": 90.44400263122559, "epoch": 102, "n_parameters": 16485584} {"train_lr": 0.001484344905731176, "train_loss": 2.7707094324530837, "test_loss": 1.16548856596152, "test_acc1": 71.77600226867676, "test_acc5": 90.49600251342774, "epoch": 103, "n_parameters": 16485584} {"train_lr": 0.0014751880110446746, "train_loss": 2.7582178515353077, "test_loss": 1.1729863638227636, "test_acc1": 71.58000240966797, "test_acc5": 90.67000271972657, "epoch": 104, "n_parameters": 16485584} {"train_lr": 0.0014659795549442733, "train_loss": 2.7597696604155044, "test_loss": 1.164263339656772, "test_acc1": 71.67800251892089, "test_acc5": 90.52600221252442, "epoch": 105, "n_parameters": 16485584} {"train_lr": 0.001456720547240874, "train_loss": 2.755243091441268, "test_loss": 1.1798668034148938, "test_acc1": 71.71200232849121, "test_acc5": 90.30400257019043, "epoch": 106, "n_parameters": 16485584} {"train_lr": 0.001447412003289014, "train_loss": 2.7417041086893286, "test_loss": 1.1445622195800145, "test_acc1": 72.23800219421386, "test_acc5": 90.68400259521485, "epoch": 107, "n_parameters": 16485584} {"train_lr": 0.0014380549438754878, "train_loss": 2.7434179279491673, "test_loss": 1.1691303018367651, "test_acc1": 71.76400224365234, "test_acc5": 90.47800229919433, "epoch": 108, "n_parameters": 16485584} {"train_lr": 0.001428650395107264, "train_loss": 2.751064210582218, "test_loss": 1.1797286010149755, "test_acc1": 71.53200221374512, "test_acc5": 90.43000245544434, "epoch": 109, "n_parameters": 16485584} {"train_lr": 0.0014191993882990887, "train_loss": 2.7403426211324335, "test_loss": 1.164405597430287, "test_acc1": 71.78400224243164, "test_acc5": 90.56800241882324, "epoch": 110, "n_parameters": 16485584} {"train_lr": 0.0014097029598603777, "train_loss": 2.735270513523873, "test_loss": 1.1564934651056926, "test_acc1": 72.03600228332519, "test_acc5": 90.63800245788575, "epoch": 111, "n_parameters": 16485584} {"train_lr": 0.001400162151181645, "train_loss": 2.739554343058718, "test_loss": 1.1617870303717526, "test_acc1": 72.01200249328613, "test_acc5": 90.43400220947265, "epoch": 112, "n_parameters": 16485584} {"train_lr": 0.0013905780085198772, "train_loss": 2.7223410149224754, "test_loss": 1.1516832009409412, "test_acc1": 72.06200254211426, "test_acc5": 90.55200243347169, "epoch": 113, "n_parameters": 16485584} {"train_lr": 0.0013809515828844105, "train_loss": 2.7273341713430024, "test_loss": 1.1420200494202701, "test_acc1": 72.27600260620117, "test_acc5": 90.68200256225586, "epoch": 114, "n_parameters": 16485584} {"train_lr": 0.0013712839299212984, "train_loss": 2.71860457038422, "test_loss": 1.1439510904478305, "test_acc1": 72.18800253051758, "test_acc5": 90.63000249206543, "epoch": 115, "n_parameters": 16485584} {"train_lr": 0.0013615761097975877, "train_loss": 2.71900717450751, "test_loss": 1.1406596822269035, "test_acc1": 72.40600240966796, "test_acc5": 90.82000240661621, "epoch": 116, "n_parameters": 16485584} {"train_lr": 0.0013518291870851617, "train_loss": 2.722115342279704, "test_loss": 1.150772806369897, "test_acc1": 72.22600247924805, "test_acc5": 90.90200263610839, "epoch": 117, "n_parameters": 16485584} {"train_lr": 0.0013420442306440435, "train_loss": 2.71353374451375, "test_loss": 1.1465747686046543, "test_acc1": 72.22000221984864, "test_acc5": 90.73600276428223, "epoch": 118, "n_parameters": 16485584} {"train_lr": 0.001332222313504878, "train_loss": 2.710968742505919, "test_loss": 1.1474088430404663, "test_acc1": 72.19800221862793, "test_acc5": 90.68800218261718, "epoch": 119, "n_parameters": 16485584} {"train_lr": 0.0013223645127515833, "train_loss": 2.707898583057687, "test_loss": 1.150171436143644, "test_acc1": 72.38000243774414, "test_acc5": 90.86800276794433, "epoch": 120, "n_parameters": 16485584} {"train_lr": 0.0013124719094030866, "train_loss": 2.7042654286519134, "test_loss": 1.142130076433673, "test_acc1": 72.26000237243652, "test_acc5": 90.73600243652344, "epoch": 121, "n_parameters": 16485584} {"train_lr": 0.0013025455882948362, "train_loss": 2.6969214998465554, "test_loss": 1.1194689224163692, "test_acc1": 72.68800251464843, "test_acc5": 90.97600253356934, "epoch": 122, "n_parameters": 16485584} {"train_lr": 0.0012925866379597717, "train_loss": 2.690252112660953, "test_loss": 1.1375406736677343, "test_acc1": 72.23800247619629, "test_acc5": 90.80800242248534, "epoch": 123, "n_parameters": 16485584} {"train_lr": 0.0012825961505090187, "train_loss": 2.7046995620838077, "test_loss": 1.112675456386624, "test_acc1": 72.77600256958007, "test_acc5": 91.10400265380859, "epoch": 124, "n_parameters": 16485584} {"train_lr": 0.001272575221512157, "train_loss": 2.6958354863998513, "test_loss": 1.1305069444757518, "test_acc1": 72.68600254089355, "test_acc5": 90.97200256652832, "epoch": 125, "n_parameters": 16485584} {"train_lr": 0.0012625249498769986, "train_loss": 2.69253039467249, "test_loss": 1.1219398582523519, "test_acc1": 72.88800240478515, "test_acc5": 90.97600252746582, "epoch": 126, "n_parameters": 16485584} {"train_lr": 0.001252446437729037, "train_loss": 2.6811229963954406, "test_loss": 1.0986156890338117, "test_acc1": 73.06400250549316, "test_acc5": 91.29400248596191, "epoch": 127, "n_parameters": 16485584} {"train_lr": 0.0012423407902906738, "train_loss": 2.6724395865826107, "test_loss": 1.126937302224564, "test_acc1": 72.90400236694336, "test_acc5": 91.10600237365723, "epoch": 128, "n_parameters": 16485584} {"train_lr": 0.0012322091157601091, "train_loss": 2.6722091704630833, "test_loss": 1.113570347654097, "test_acc1": 72.87000271728516, "test_acc5": 91.14000269226074, "epoch": 129, "n_parameters": 16485584} {"train_lr": 0.001222052525189583, "train_loss": 2.665788493663382, "test_loss": 1.118264578057058, "test_acc1": 72.72400233947754, "test_acc5": 90.9100025579834, "epoch": 130, "n_parameters": 16485584} {"train_lr": 0.0012118721323636779, "train_loss": 2.672987231581236, "test_loss": 1.0944907053401975, "test_acc1": 73.20800251403809, "test_acc5": 91.29600236328125, "epoch": 131, "n_parameters": 16485584} {"train_lr": 0.0012016690536772049, "train_loss": 2.669616680089042, "test_loss": 1.1072325643264886, "test_acc1": 73.30600222961426, "test_acc5": 91.23600221130371, "epoch": 132, "n_parameters": 16485584} {"train_lr": 0.00119144440801278, "train_loss": 2.652835524839749, "test_loss": 1.1146265250263792, "test_acc1": 72.69200251953124, "test_acc5": 91.0360024975586, "epoch": 133, "n_parameters": 16485584} {"train_lr": 0.0011811993166179768, "train_loss": 2.6612959680654447, "test_loss": 1.0914028350150946, "test_acc1": 73.36200213684081, "test_acc5": 91.37200244506836, "epoch": 134, "n_parameters": 16485584} {"train_lr": 0.001170934902982497, "train_loss": 2.6610702253121743, "test_loss": 1.132971559058536, "test_acc1": 72.54600244506835, "test_acc5": 90.89200242492676, "epoch": 135, "n_parameters": 16485584} {"train_lr": 0.001160652292715008, "train_loss": 2.6559361174381038, "test_loss": 1.093848367080544, "test_acc1": 73.34400271667481, "test_acc5": 91.41000250793456, "epoch": 136, "n_parameters": 16485584} {"train_lr": 0.0011503526134195741, "train_loss": 2.652081355345335, "test_loss": 1.0867826758009014, "test_acc1": 73.4420023022461, "test_acc5": 91.45600254211426, "epoch": 137, "n_parameters": 16485584} {"train_lr": 0.0011400369945721502, "train_loss": 2.6563633085250093, "test_loss": 1.0894828271685224, "test_acc1": 73.43600271850586, "test_acc5": 91.46200241088867, "epoch": 138, "n_parameters": 16485584} {"train_lr": 0.0011297065673965083, "train_loss": 2.64345519603204, "test_loss": 1.0884241753003814, "test_acc1": 73.31200264831543, "test_acc5": 91.29200251098632, "epoch": 139, "n_parameters": 16485584} {"train_lr": 0.001119362464740389, "train_loss": 2.634255102141012, "test_loss": 1.104702963070436, "test_acc1": 73.22200221984863, "test_acc5": 91.3320024798584, "epoch": 140, "n_parameters": 16485584} {"train_lr": 0.0011090058209513045, "train_loss": 2.6444342422733107, "test_loss": 1.088475068861788, "test_acc1": 73.45800226135253, "test_acc5": 91.424002578125, "epoch": 141, "n_parameters": 16485584} {"train_lr": 0.0010986377717519028, "train_loss": 2.6313992487393216, "test_loss": 1.0718994068376946, "test_acc1": 73.6220021246338, "test_acc5": 91.5860025012207, "epoch": 142, "n_parameters": 16485584} {"train_lr": 0.0010882594541156603, "train_loss": 2.634913369477224, "test_loss": 1.084698836460258, "test_acc1": 73.38200208129882, "test_acc5": 91.38800255371093, "epoch": 143, "n_parameters": 16485584} {"train_lr": 0.001077872006141972, "train_loss": 2.61616675921386, "test_loss": 1.1011187380010432, "test_acc1": 73.2560023425293, "test_acc5": 91.22800237182618, "epoch": 144, "n_parameters": 16485584} {"train_lr": 0.001067476566931644, "train_loss": 2.6160639415113187, "test_loss": 1.0886551362998558, "test_acc1": 73.25600219848633, "test_acc5": 91.44800264282226, "epoch": 145, "n_parameters": 16485584} {"train_lr": 0.0010570742764617331, "train_loss": 2.6191898339467463, "test_loss": 1.0969339927489108, "test_acc1": 73.38200236755371, "test_acc5": 91.44400254821777, "epoch": 146, "n_parameters": 16485584} {"train_lr": 0.0010466662754605423, "train_loss": 2.6107944504296086, "test_loss": 1.0905543606389652, "test_acc1": 73.30400226379395, "test_acc5": 91.44600228637695, "epoch": 147, "n_parameters": 16485584} {"train_lr": 0.0010362537052827495, "train_loss": 2.612943135672431, "test_loss": 1.073797130675027, "test_acc1": 73.91600268676758, "test_acc5": 91.74600254272461, "epoch": 148, "n_parameters": 16485584} {"train_lr": 0.001025837707783931, "train_loss": 2.599472213420365, "test_loss": 1.074655948263226, "test_acc1": 73.84600244934082, "test_acc5": 91.76000238586425, "epoch": 149, "n_parameters": 16485584} {"train_lr": 0.0010154194251956726, "train_loss": 2.6125560259456924, "test_loss": 1.0715311573761883, "test_acc1": 73.79600287963868, "test_acc5": 91.67200244934082, "epoch": 150, "n_parameters": 16485584} {"train_lr": 0.0010049999999999942, "train_loss": 2.5875266749176573, "test_loss": 1.0881832427147664, "test_acc1": 73.640002600708, "test_acc5": 91.46600245239257, "epoch": 151, "n_parameters": 16485584} {"train_lr": 0.0009945805748043264, "train_loss": 2.5938091228048292, "test_loss": 1.073779938573187, "test_acc1": 73.84600272521973, "test_acc5": 91.69600240295411, "epoch": 152, "n_parameters": 16485584} {"train_lr": 0.0009841622922160565, "train_loss": 2.5824466501113226, "test_loss": 1.0549759869322632, "test_acc1": 73.98400246459961, "test_acc5": 91.84800244995117, "epoch": 153, "n_parameters": 16485584} {"train_lr": 0.0009737462947172524, "train_loss": 2.5968309471266067, "test_loss": 1.057376791581963, "test_acc1": 74.15800255981445, "test_acc5": 91.73400256713867, "epoch": 154, "n_parameters": 16485584} {"train_lr": 0.0009633337245394539, "train_loss": 2.589137800258222, "test_loss": 1.0524197947798353, "test_acc1": 74.13800238220215, "test_acc5": 92.04600259155274, "epoch": 155, "n_parameters": 16485584} {"train_lr": 0.0009529257235382627, "train_loss": 2.590123923514768, "test_loss": 1.065331295132637, "test_acc1": 74.05400250610352, "test_acc5": 91.7820025970459, "epoch": 156, "n_parameters": 16485584} {"train_lr": 0.0009425234330683488, "train_loss": 2.5674915670348013, "test_loss": 1.0527447150512175, "test_acc1": 74.17400251098633, "test_acc5": 91.7920024407959, "epoch": 157, "n_parameters": 16485584} {"train_lr": 0.000932127993858017, "train_loss": 2.581358107945902, "test_loss": 1.0625133356361678, "test_acc1": 74.06000246398926, "test_acc5": 91.80400244689942, "epoch": 158, "n_parameters": 16485584} {"train_lr": 0.0009217405458843423, "train_loss": 2.574581338323468, "test_loss": 1.0567325629068143, "test_acc1": 74.2240025390625, "test_acc5": 91.83600264404296, "epoch": 159, "n_parameters": 16485584} {"train_lr": 0.0009113622282480768, "train_loss": 2.5650824207148486, "test_loss": 1.045776827768846, "test_acc1": 74.2960025982666, "test_acc5": 91.89800238830567, "epoch": 160, "n_parameters": 16485584} {"train_lr": 0.0009009941790486844, "train_loss": 2.567031423941695, "test_loss": 1.0369314765839865, "test_acc1": 74.49600233520508, "test_acc5": 92.08800272888183, "epoch": 161, "n_parameters": 16485584} {"train_lr": 0.0008906375352596069, "train_loss": 2.5601149303592936, "test_loss": 1.04739585563992, "test_acc1": 74.38600231750489, "test_acc5": 91.9180022857666, "epoch": 162, "n_parameters": 16485584} {"train_lr": 0.0008802934326035345, "train_loss": 2.5544155631705725, "test_loss": 1.029958859537587, "test_acc1": 74.56600220703125, "test_acc5": 92.02800238525391, "epoch": 163, "n_parameters": 16485584} {"train_lr": 0.0008699630054278556, "train_loss": 2.559472610553106, "test_loss": 1.037340162378369, "test_acc1": 74.5340027142334, "test_acc5": 92.06000249938965, "epoch": 164, "n_parameters": 16485584} {"train_lr": 0.0008596473865804057, "train_loss": 2.5588966823167367, "test_loss": 1.0398915391979795, "test_acc1": 74.4800024597168, "test_acc5": 92.04000237121582, "epoch": 165, "n_parameters": 16485584} {"train_lr": 0.0008493477072849649, "train_loss": 2.5552043388311048, "test_loss": 1.043526057718378, "test_acc1": 74.62800246643066, "test_acc5": 92.07400274047852, "epoch": 166, "n_parameters": 16485584} {"train_lr": 0.0008390650970174828, "train_loss": 2.551680304806867, "test_loss": 1.0288241670438738, "test_acc1": 74.50200259033203, "test_acc5": 92.09800239501953, "epoch": 167, "n_parameters": 16485584} {"train_lr": 0.0008288006833820049, "train_loss": 2.539894963173176, "test_loss": 1.0276057742761844, "test_acc1": 74.81800260742187, "test_acc5": 92.05600260925293, "epoch": 168, "n_parameters": 16485584} {"train_lr": 0.0008185555919871892, "train_loss": 2.5430400403474067, "test_loss": 1.0324240536852316, "test_acc1": 74.7880025970459, "test_acc5": 92.17800245605468, "epoch": 169, "n_parameters": 16485584} {"train_lr": 0.0008083309463227931, "train_loss": 2.5319926680134928, "test_loss": 1.0128741025021581, "test_acc1": 74.89600229125976, "test_acc5": 92.2780022052002, "epoch": 170, "n_parameters": 16485584} {"train_lr": 0.0007981278676363332, "train_loss": 2.526947107603796, "test_loss": 1.0224425801725099, "test_acc1": 74.65400254272461, "test_acc5": 92.02600243896484, "epoch": 171, "n_parameters": 16485584} {"train_lr": 0.000787947474810457, "train_loss": 2.5245466747110505, "test_loss": 1.0325609418478878, "test_acc1": 74.75200254333497, "test_acc5": 92.09600268493652, "epoch": 172, "n_parameters": 16485584} {"train_lr": 0.0007777908842399035, "train_loss": 2.508780003094273, "test_loss": 1.0225705723419334, "test_acc1": 74.86400225463868, "test_acc5": 92.12800245117188, "epoch": 173, "n_parameters": 16485584} {"train_lr": 0.00076765920970933, "train_loss": 2.51948612294704, "test_loss": 1.027201629272013, "test_acc1": 74.81600225708007, "test_acc5": 92.07200229919434, "epoch": 174, "n_parameters": 16485584} {"train_lr": 0.0007575535622709474, "train_loss": 2.5146206445831187, "test_loss": 1.0362601167324819, "test_acc1": 74.53200262207031, "test_acc5": 92.04200245300294, "epoch": 175, "n_parameters": 16485584} {"train_lr": 0.0007474750501229816, "train_loss": 2.5085829015877796, "test_loss": 1.008593459924062, "test_acc1": 75.23800221130371, "test_acc5": 92.32600263916015, "epoch": 176, "n_parameters": 16485584} {"train_lr": 0.0007374247784878159, "train_loss": 2.516642179801691, "test_loss": 1.0161746568752057, "test_acc1": 75.08000242126465, "test_acc5": 92.42800255859375, "epoch": 177, "n_parameters": 16485584} {"train_lr": 0.0007274038494909853, "train_loss": 2.4979798984375123, "test_loss": 1.0087701691822573, "test_acc1": 75.1380022845459, "test_acc5": 92.46600288269043, "epoch": 178, "n_parameters": 16485584} {"train_lr": 0.0007174133620402375, "train_loss": 2.4954062128524415, "test_loss": 1.0072047710418701, "test_acc1": 75.22600253723145, "test_acc5": 92.35600219421387, "epoch": 179, "n_parameters": 16485584} {"train_lr": 0.000707454411705174, "train_loss": 2.48464118483827, "test_loss": 1.025975345887921, "test_acc1": 74.95400281982423, "test_acc5": 92.25800264892578, "epoch": 180, "n_parameters": 16485584} {"train_lr": 0.0006975280905969458, "train_loss": 2.4814623249806376, "test_loss": 1.0125242934534044, "test_acc1": 75.31200260620118, "test_acc5": 92.35200244384765, "epoch": 181, "n_parameters": 16485584} {"train_lr": 0.0006876354872484032, "train_loss": 2.4914228876145907, "test_loss": 1.009261387992989, "test_acc1": 74.94800259216309, "test_acc5": 92.28600267211914, "epoch": 182, "n_parameters": 16485584} {"train_lr": 0.0006777776864951224, "train_loss": 2.4775040327645033, "test_loss": 0.9910442334684458, "test_acc1": 75.44200283752441, "test_acc5": 92.56800253112793, "epoch": 183, "n_parameters": 16485584} {"train_lr": 0.0006679557693559406, "train_loss": 2.4821557239424603, "test_loss": 0.9995309496016214, "test_acc1": 75.39400225830079, "test_acc5": 92.49800254760743, "epoch": 184, "n_parameters": 16485584} {"train_lr": 0.0006581708129147807, "train_loss": 2.467609118333728, "test_loss": 0.9907267944830837, "test_acc1": 75.58800251159668, "test_acc5": 92.65400223205566, "epoch": 185, "n_parameters": 16485584} {"train_lr": 0.0006484238902024427, "train_loss": 2.464444124989277, "test_loss": 0.990133317582535, "test_acc1": 75.44400278259278, "test_acc5": 92.63000238586426, "epoch": 186, "n_parameters": 16485584} {"train_lr": 0.0006387160700787324, "train_loss": 2.4581133228459424, "test_loss": 0.9803956661260489, "test_acc1": 75.8200024182129, "test_acc5": 92.68200247253418, "epoch": 187, "n_parameters": 16485584} {"train_lr": 0.0006290484171156341, "train_loss": 2.453837799654304, "test_loss": 0.9744031268990401, "test_acc1": 75.88800215820312, "test_acc5": 92.79600207641602, "epoch": 188, "n_parameters": 16485584} {"train_lr": 0.000619421991480156, "train_loss": 2.448427128253414, "test_loss": 0.9838756894071897, "test_acc1": 75.66200273925782, "test_acc5": 92.72200258117675, "epoch": 189, "n_parameters": 16485584} {"train_lr": 0.0006098378488184041, "train_loss": 2.4453050540172034, "test_loss": 0.9825779834028446, "test_acc1": 75.84600293640136, "test_acc5": 92.78800254089356, "epoch": 190, "n_parameters": 16485584} {"train_lr": 0.0006002970401395667, "train_loss": 2.4651101365459147, "test_loss": 0.9712006869641218, "test_acc1": 75.85800261901855, "test_acc5": 92.81800274230957, "epoch": 191, "n_parameters": 16485584} {"train_lr": 0.0005908006117009122, "train_loss": 2.4464577061952735, "test_loss": 0.9834481703512596, "test_acc1": 75.85400260131836, "test_acc5": 92.68000227539062, "epoch": 192, "n_parameters": 16485584} {"train_lr": 0.0005813496048927556, "train_loss": 2.449292329980506, "test_loss": 0.9897531598354831, "test_acc1": 75.73000264892578, "test_acc5": 92.52000267028808, "epoch": 193, "n_parameters": 16485584} {"train_lr": 0.000571945056124538, "train_loss": 2.4299835920524444, "test_loss": 0.9683667638085105, "test_acc1": 76.03200212036133, "test_acc5": 92.80400226928711, "epoch": 194, "n_parameters": 16485584} {"train_lr": 0.0005625879967110111, "train_loss": 2.4321810955242764, "test_loss": 0.9721007532242573, "test_acc1": 75.89200267761231, "test_acc5": 92.72800254455566, "epoch": 195, "n_parameters": 16485584} {"train_lr": 0.000553279452759151, "train_loss": 2.4266562810857044, "test_loss": 0.9672351777553558, "test_acc1": 75.97600265991211, "test_acc5": 92.91600241577149, "epoch": 196, "n_parameters": 16485584} {"train_lr": 0.000544020445055746, "train_loss": 2.4282543789997377, "test_loss": 0.9617632022409728, "test_acc1": 76.19600237365722, "test_acc5": 92.96200235473633, "epoch": 197, "n_parameters": 16485584} {"train_lr": 0.0005348119889552969, "train_loss": 2.415440550120138, "test_loss": 0.972637429607637, "test_acc1": 76.00200240844727, "test_acc5": 92.76600264587402, "epoch": 198, "n_parameters": 16485584} {"train_lr": 0.0005256550942687951, "train_loss": 2.410523691170698, "test_loss": 0.9626560364708756, "test_acc1": 76.31200273803711, "test_acc5": 92.91800234375, "epoch": 199, "n_parameters": 16485584} {"train_lr": 0.0005165507651529303, "train_loss": 2.413677796233091, "test_loss": 0.9593860317360271, "test_acc1": 76.3520023449707, "test_acc5": 92.97400239685058, "epoch": 200, "n_parameters": 16485584} {"train_lr": 0.0005074999999999948, "train_loss": 2.4022324196964524, "test_loss": 0.9573029722228195, "test_acc1": 76.2180027746582, "test_acc5": 93.09400285949707, "epoch": 201, "n_parameters": 16485584} {"train_lr": 0.0004985037913283869, "train_loss": 2.3969835501304155, "test_loss": 0.9564445287440763, "test_acc1": 76.3520025427246, "test_acc5": 93.03800243896484, "epoch": 202, "n_parameters": 16485584} {"train_lr": 0.0004895631256737284, "train_loss": 2.4086939363980844, "test_loss": 0.9483808796062614, "test_acc1": 76.57200231018066, "test_acc5": 93.06000257324219, "epoch": 203, "n_parameters": 16485584} {"train_lr": 0.0004806789834808088, "train_loss": 2.3945312878782516, "test_loss": 0.9419686582052347, "test_acc1": 76.61600237365722, "test_acc5": 93.13600235473633, "epoch": 204, "n_parameters": 16485584} {"train_lr": 0.00047185233899589926, "train_loss": 2.3875713041074555, "test_loss": 0.9487597165685712, "test_acc1": 76.47600270385742, "test_acc5": 93.08800240478516, "epoch": 205, "n_parameters": 16485584} {"train_lr": 0.0004630841601600537, "train_loss": 2.391007068512632, "test_loss": 0.9479274797168645, "test_acc1": 76.44400238830566, "test_acc5": 93.09200256225586, "epoch": 206, "n_parameters": 16485584} {"train_lr": 0.00045437540850286774, "train_loss": 2.378057872577251, "test_loss": 0.9346733655441891, "test_acc1": 76.68000269592285, "test_acc5": 93.14200254455567, "epoch": 207, "n_parameters": 16485584} {"train_lr": 0.00044572703903712323, "train_loss": 2.3799662135487836, "test_loss": 0.9467269157369932, "test_acc1": 76.64400264770508, "test_acc5": 93.16200253112792, "epoch": 208, "n_parameters": 16485584} {"train_lr": 0.0004371400001539953, "train_loss": 2.376582546342763, "test_loss": 0.9368335595636657, "test_acc1": 76.85800250122071, "test_acc5": 93.15600247253418, "epoch": 209, "n_parameters": 16485584} {"train_lr": 0.0004286152335190424, "train_loss": 2.3632958616665323, "test_loss": 0.9439398395744237, "test_acc1": 76.65000234436035, "test_acc5": 93.10400253173827, "epoch": 210, "n_parameters": 16485584} {"train_lr": 0.000420153673968981, "train_loss": 2.360537016706215, "test_loss": 0.9291391772302714, "test_acc1": 76.88800240600585, "test_acc5": 93.22200275939942, "epoch": 211, "n_parameters": 16485584} {"train_lr": 0.0004117562494092057, "train_loss": 2.3614548631518675, "test_loss": 0.9395402247707049, "test_acc1": 76.93800287597657, "test_acc5": 93.17000251953125, "epoch": 212, "n_parameters": 16485584} {"train_lr": 0.00040342388071194763, "train_loss": 2.350511005242094, "test_loss": 0.922011933091915, "test_acc1": 77.1080025958252, "test_acc5": 93.32400250305176, "epoch": 213, "n_parameters": 16485584} {"train_lr": 0.0003951574816152834, "train_loss": 2.3474029327849215, "test_loss": 0.9250335153756719, "test_acc1": 77.06400267761231, "test_acc5": 93.36600260986329, "epoch": 214, "n_parameters": 16485584} {"train_lr": 0.000386957958623088, "train_loss": 2.345619304693765, "test_loss": 0.9271606545556675, "test_acc1": 77.10800255126954, "test_acc5": 93.28000208190917, "epoch": 215, "n_parameters": 16485584} {"train_lr": 0.00037882621090540595, "train_loss": 2.3415380722517782, "test_loss": 0.9173996030832782, "test_acc1": 77.04600235839844, "test_acc5": 93.52000253417968, "epoch": 216, "n_parameters": 16485584} {"train_lr": 0.00037076313020005785, "train_loss": 2.343879213841032, "test_loss": 0.9313017217950388, "test_acc1": 77.04800237548828, "test_acc5": 93.34400265686035, "epoch": 217, "n_parameters": 16485584} {"train_lr": 0.00036276960071467357, "train_loss": 2.34011622224685, "test_loss": 0.9177834439006719, "test_acc1": 77.08000246520996, "test_acc5": 93.48600261779785, "epoch": 218, "n_parameters": 16485584} {"train_lr": 0.0003548464990298402, "train_loss": 2.3395834381250644, "test_loss": 0.9214504776578961, "test_acc1": 77.03400225341797, "test_acc5": 93.42400267578125, "epoch": 219, "n_parameters": 16485584} {"train_lr": 0.00034699469400295937, "train_loss": 2.31701054373424, "test_loss": 0.9117388181162603, "test_acc1": 77.28600238769532, "test_acc5": 93.37600261352539, "epoch": 220, "n_parameters": 16485584} {"train_lr": 0.00033921504667294326, "train_loss": 2.325429820876232, "test_loss": 0.9099344845974084, "test_acc1": 77.45200284118653, "test_acc5": 93.48800254821778, "epoch": 221, "n_parameters": 16485584} {"train_lr": 0.00033150841016575726, "train_loss": 2.3185848850045176, "test_loss": 0.9195511492364334, "test_acc1": 77.20800250183106, "test_acc5": 93.38200252258301, "epoch": 222, "n_parameters": 16485584} {"train_lr": 0.00032387562960095584, "train_loss": 2.3296047225892305, "test_loss": 0.908774975800153, "test_acc1": 77.39400212463379, "test_acc5": 93.49600260131835, "epoch": 223, "n_parameters": 16485584} {"train_lr": 0.000316317541998952, "train_loss": 2.308520648190729, "test_loss": 0.9001340586127657, "test_acc1": 77.52000253845215, "test_acc5": 93.6600022302246, "epoch": 224, "n_parameters": 16485584} {"train_lr": 0.0003088349761892061, "train_loss": 2.300825574677244, "test_loss": 0.9006649427341692, "test_acc1": 77.58600239257812, "test_acc5": 93.68400274536133, "epoch": 225, "n_parameters": 16485584} {"train_lr": 0.0003014287527193804, "train_loss": 2.2959297522604705, "test_loss": 0.9061445476430835, "test_acc1": 77.5600026184082, "test_acc5": 93.52800267456055, "epoch": 226, "n_parameters": 16485584} {"train_lr": 0.000294099683765366, "train_loss": 2.284298406254283, "test_loss": 0.9009661403569308, "test_acc1": 77.58000225585937, "test_acc5": 93.5800023284912, "epoch": 227, "n_parameters": 16485584} {"train_lr": 0.00028684857304212387, "train_loss": 2.2934408328897185, "test_loss": 0.8947956245956998, "test_acc1": 77.73400211364746, "test_acc5": 93.67200213745117, "epoch": 228, "n_parameters": 16485584} {"train_lr": 0.0002796762157156927, "train_loss": 2.295837021369538, "test_loss": 0.9030840785214396, "test_acc1": 77.57600245239257, "test_acc5": 93.49800219177246, "epoch": 229, "n_parameters": 16485584} {"train_lr": 0.0002725833983158693, "train_loss": 2.2934355437755585, "test_loss": 0.8916625795942364, "test_acc1": 77.76000292236328, "test_acc5": 93.61600248596191, "epoch": 230, "n_parameters": 16485584} {"train_lr": 0.00026557089864998566, "train_loss": 2.2742311534264106, "test_loss": 0.8952964973269086, "test_acc1": 77.61800263427735, "test_acc5": 93.6320026147461, "epoch": 231, "n_parameters": 16485584} {"train_lr": 0.0002586394857176932, "train_loss": 2.282675791701539, "test_loss": 0.8903569786837606, "test_acc1": 77.77600250366211, "test_acc5": 93.61600265930176, "epoch": 232, "n_parameters": 16485584} {"train_lr": 0.0002517899196265048, "train_loss": 2.2712612548749225, "test_loss": 0.8867528025399555, "test_acc1": 77.928002399292, "test_acc5": 93.69000272094726, "epoch": 233, "n_parameters": 16485584} {"train_lr": 0.00024502295150852677, "train_loss": 2.2632650750384724, "test_loss": 0.8777101407900001, "test_acc1": 78.1480025543213, "test_acc5": 93.86000222473145, "epoch": 234, "n_parameters": 16485584} {"train_lr": 0.00023833932343808706, "train_loss": 2.265127383571544, "test_loss": 0.8840928420876012, "test_acc1": 77.97400224731446, "test_acc5": 93.70000260925293, "epoch": 235, "n_parameters": 16485584} {"train_lr": 0.00023173976835031383, "train_loss": 2.2587654970342115, "test_loss": 0.8898340754888274, "test_acc1": 77.84200289550782, "test_acc5": 93.82400264282226, "epoch": 236, "n_parameters": 16485584} {"train_lr": 0.00022522500996078677, "train_loss": 2.251690891625689, "test_loss": 0.8759307809399836, "test_acc1": 78.00400231140136, "test_acc5": 93.86000245910644, "epoch": 237, "n_parameters": 16485584} {"train_lr": 0.0002187957626861862, "train_loss": 2.2582160324739706, "test_loss": 0.8811690976673906, "test_acc1": 77.93800266113281, "test_acc5": 93.88200283813477, "epoch": 238, "n_parameters": 16485584} {"train_lr": 0.00021245273156592372, "train_loss": 2.2451694130087545, "test_loss": 0.8759969509009159, "test_acc1": 78.13200249816894, "test_acc5": 93.86400260192872, "epoch": 239, "n_parameters": 16485584} {"train_lr": 0.00020619661218484483, "train_loss": 2.2424635485255364, "test_loss": 0.876146108363614, "test_acc1": 78.18200235961915, "test_acc5": 93.91400243896484, "epoch": 240, "n_parameters": 16485584} {"train_lr": 0.00020002809059693196, "train_loss": 2.24600897177899, "test_loss": 0.8654599112994743, "test_acc1": 78.30400264099121, "test_acc5": 93.9700026171875, "epoch": 241, "n_parameters": 16485584} {"train_lr": 0.00019394784325008614, "train_loss": 2.247093617368183, "test_loss": 0.8675971606915648, "test_acc1": 78.3220024230957, "test_acc5": 93.99400244567872, "epoch": 242, "n_parameters": 16485584} {"train_lr": 0.0001879565369119692, "train_loss": 2.230744788019682, "test_loss": 0.8656690454844272, "test_acc1": 78.50800247131347, "test_acc5": 93.98000286926269, "epoch": 243, "n_parameters": 16485584} {"train_lr": 0.0001820548285968152, "train_loss": 2.2170468061852704, "test_loss": 0.8653741034142899, "test_acc1": 78.47400239501953, "test_acc5": 94.03600243347168, "epoch": 244, "n_parameters": 16485584} {"train_lr": 0.00017624336549345503, "train_loss": 2.2206926669338816, "test_loss": 0.8619371126547004, "test_acc1": 78.5560025543213, "test_acc5": 93.9340023022461, "epoch": 245, "n_parameters": 16485584} {"train_lr": 0.00017052278489430097, "train_loss": 2.2258377073527718, "test_loss": 0.8606947434670997, "test_acc1": 78.49400255981445, "test_acc5": 94.00800269287109, "epoch": 246, "n_parameters": 16485584} {"train_lr": 0.00016489371412549964, "train_loss": 2.213321968210306, "test_loss": 0.8676129272489836, "test_acc1": 78.22200241516113, "test_acc5": 93.98800262329101, "epoch": 247, "n_parameters": 16485584} {"train_lr": 0.00015935677047806973, "train_loss": 2.2135532735396537, "test_loss": 0.8561367918596123, "test_acc1": 78.5200026550293, "test_acc5": 94.11800279052734, "epoch": 248, "n_parameters": 16485584} {"train_lr": 0.00015391256114029845, "train_loss": 2.201967997683419, "test_loss": 0.8570354334784277, "test_acc1": 78.54000245361328, "test_acc5": 94.16600260864257, "epoch": 249, "n_parameters": 16485584} {"train_lr": 0.00014856168313107318, "train_loss": 2.204431664481533, "test_loss": 0.8480648179397439, "test_acc1": 78.76000233215332, "test_acc5": 94.13400296569824, "epoch": 250, "n_parameters": 16485584} {"train_lr": 0.00014330472323448312, "train_loss": 2.2048756913553706, "test_loss": 0.8575409352779388, "test_acc1": 78.7280024182129, "test_acc5": 94.08400265563965, "epoch": 251, "n_parameters": 16485584} {"train_lr": 0.0001381422579354107, "train_loss": 2.2095203868252673, "test_loss": 0.8492537353074912, "test_acc1": 78.77200241516114, "test_acc5": 94.13000284118652, "epoch": 252, "n_parameters": 16485584} {"train_lr": 0.0001330748533563583, "train_loss": 2.187051314887383, "test_loss": 0.8533253200126417, "test_acc1": 78.73400254150391, "test_acc5": 94.1740027166748, "epoch": 253, "n_parameters": 16485584} {"train_lr": 0.00012810306519533694, "train_loss": 2.185074511858866, "test_loss": 0.8541652171900778, "test_acc1": 78.74600245666504, "test_acc5": 94.15000222961426, "epoch": 254, "n_parameters": 16485584} {"train_lr": 0.00012322743866494126, "train_loss": 2.176797925210971, "test_loss": 0.8514613007957285, "test_acc1": 78.76200295288086, "test_acc5": 94.24800246459961, "epoch": 255, "n_parameters": 16485584} {"train_lr": 0.00011844850843257583, "train_loss": 2.187349278983071, "test_loss": 0.8474073430353944, "test_acc1": 78.93200252746583, "test_acc5": 94.27400235229493, "epoch": 256, "n_parameters": 16485584} {"train_lr": 0.00011376679856178666, "train_loss": 2.1705838747495276, "test_loss": 0.8427933811238317, "test_acc1": 78.9880025744629, "test_acc5": 94.29600258789063, "epoch": 257, "n_parameters": 16485584} {"train_lr": 0.00010918282245481492, "train_loss": 2.1842555298889095, "test_loss": 0.8415885867946076, "test_acc1": 78.92600243225098, "test_acc5": 94.26800230163575, "epoch": 258, "n_parameters": 16485584} {"train_lr": 0.00010469708279631207, "train_loss": 2.1803915918254546, "test_loss": 0.8403983761866888, "test_acc1": 78.96200234924316, "test_acc5": 94.2060027130127, "epoch": 259, "n_parameters": 16485584} {"train_lr": 0.00010031007149816415, "train_loss": 2.171551020549451, "test_loss": 0.8404271952582129, "test_acc1": 78.96800256530761, "test_acc5": 94.31400256164551, "epoch": 260, "n_parameters": 16485584} {"train_lr": 9.602226964561254e-05, "train_loss": 2.17128810908297, "test_loss": 0.8382562640489954, "test_acc1": 79.00600268554687, "test_acc5": 94.30400282897949, "epoch": 261, "n_parameters": 16485584} {"train_lr": 9.183414744444096e-05, "train_loss": 2.160395093649316, "test_loss": 0.8428862329685327, "test_acc1": 79.01000256530762, "test_acc5": 94.29000268493652, "epoch": 262, "n_parameters": 16485584} {"train_lr": 8.774616416944161e-05, "train_loss": 2.1585434587310544, "test_loss": 0.8372365015022682, "test_acc1": 79.01600234741211, "test_acc5": 94.27400230773925, "epoch": 263, "n_parameters": 16485584} {"train_lr": 8.37587681140576e-05, "train_loss": 2.171628392667031, "test_loss": 0.8332171692992701, "test_acc1": 79.15000257446289, "test_acc5": 94.35400234680176, "epoch": 264, "n_parameters": 16485584} {"train_lr": 7.987239654118778e-05, "train_loss": 2.167672166769072, "test_loss": 0.8346639928041082, "test_acc1": 79.19000271118163, "test_acc5": 94.42600244995117, "epoch": 265, "n_parameters": 16485584} {"train_lr": 7.608747563528369e-05, "train_loss": 2.1690005464233653, "test_loss": 0.835766879672354, "test_acc1": 79.1500023260498, "test_acc5": 94.29400252868652, "epoch": 266, "n_parameters": 16485584} {"train_lr": 7.240442045557008e-05, "train_loss": 2.148711140374009, "test_loss": 0.8303444295218496, "test_acc1": 79.2380024243164, "test_acc5": 94.37200263183594, "epoch": 267, "n_parameters": 16485584} {"train_lr": 6.882363489054739e-05, "train_loss": 2.138705931693244, "test_loss": 0.837199624514941, "test_acc1": 79.1360024041748, "test_acc5": 94.290002210083, "epoch": 268, "n_parameters": 16485584} {"train_lr": 6.534551161370524e-05, "train_loss": 2.1411915451502628, "test_loss": 0.8314802694049749, "test_acc1": 79.26400265136719, "test_acc5": 94.44400252868653, "epoch": 269, "n_parameters": 16485584} {"train_lr": 6.197043204046283e-05, "train_loss": 2.1444482098189854, "test_loss": 0.8322223260095625, "test_acc1": 79.28400242980958, "test_acc5": 94.39400252197265, "epoch": 270, "n_parameters": 16485584} {"train_lr": 5.8698766286322e-05, "train_loss": 2.1520983090551256, "test_loss": 0.8319745458888285, "test_acc1": 79.21400242614746, "test_acc5": 94.39600245788574, "epoch": 271, "n_parameters": 16485584} {"train_lr": 5.553087312630515e-05, "train_loss": 2.1317130338659673, "test_loss": 0.8272708993066441, "test_acc1": 79.32400297058105, "test_acc5": 94.41600224243165, "epoch": 272, "n_parameters": 16485584} {"train_lr": 5.246709995559324e-05, "train_loss": 2.1451094599841216, "test_loss": 0.8320790375723983, "test_acc1": 79.1900020703125, "test_acc5": 94.43800227416992, "epoch": 273, "n_parameters": 16485584} {"train_lr": 4.950778275144282e-05, "train_loss": 2.1298753278766225, "test_loss": 0.8280965712937441, "test_acc1": 79.39200252441407, "test_acc5": 94.41000271728515, "epoch": 274, "n_parameters": 16485584} {"train_lr": 4.6653246036330756e-05, "train_loss": 2.1301516213005396, "test_loss": 0.8269277492707426, "test_acc1": 79.33800261962891, "test_acc5": 94.50000224853515, "epoch": 275, "n_parameters": 16485584} {"train_lr": 4.3903802842375774e-05, "train_loss": 2.1334261836574897, "test_loss": 0.8243204978379336, "test_acc1": 79.33200237304688, "test_acc5": 94.45600249816894, "epoch": 276, "n_parameters": 16485584} {"train_lr": 4.1259754677011786e-05, "train_loss": 2.128729795166057, "test_loss": 0.8249950808557597, "test_acc1": 79.34000260009766, "test_acc5": 94.46800259521484, "epoch": 277, "n_parameters": 16485584} {"train_lr": 3.872139148991317e-05, "train_loss": 2.1368959129428404, "test_loss": 0.8212159957849618, "test_acc1": 79.4320025769043, "test_acc5": 94.50000275146485, "epoch": 278, "n_parameters": 16485584} {"train_lr": 3.628899164120447e-05, "train_loss": 2.1208350256526116, "test_loss": 0.8268183582659924, "test_acc1": 79.27600262512208, "test_acc5": 94.45200250915528, "epoch": 279, "n_parameters": 16485584} {"train_lr": 3.396282187094542e-05, "train_loss": 2.116245077358638, "test_loss": 0.8281552452932704, "test_acc1": 79.3440025793457, "test_acc5": 94.38800258056641, "epoch": 280, "n_parameters": 16485584} {"train_lr": 3.174313726986302e-05, "train_loss": 2.1262690553085792, "test_loss": 0.8222135991761179, "test_acc1": 79.37000245483398, "test_acc5": 94.50800241699218, "epoch": 281, "n_parameters": 16485584} {"train_lr": 2.9630181251387e-05, "train_loss": 2.1207605784507297, "test_loss": 0.8196155081192652, "test_acc1": 79.46800251403809, "test_acc5": 94.47800285949707, "epoch": 282, "n_parameters": 16485584} {"train_lr": 2.7624185524954176e-05, "train_loss": 2.116743364565664, "test_loss": 0.8224358974081097, "test_acc1": 79.38600246826172, "test_acc5": 94.46000250793458, "epoch": 283, "n_parameters": 16485584} {"train_lr": 2.572537007060402e-05, "train_loss": 2.113377580611254, "test_loss": 0.8207089607462739, "test_acc1": 79.42200266418457, "test_acc5": 94.50000278808594, "epoch": 284, "n_parameters": 16485584} {"train_lr": 2.3933943114847106e-05, "train_loss": 2.11203399996201, "test_loss": 0.819016907928568, "test_acc1": 79.55200219543456, "test_acc5": 94.4760023272705, "epoch": 285, "n_parameters": 16485584} {"train_lr": 2.2250101107838575e-05, "train_loss": 2.1126767112959106, "test_loss": 0.8186752240766179, "test_acc1": 79.5280023199463, "test_acc5": 94.43800239135741, "epoch": 286, "n_parameters": 16485584} {"train_lr": 2.0674028701827155e-05, "train_loss": 2.1245110282699744, "test_loss": 0.8227888268954826, "test_acc1": 79.39200260559082, "test_acc5": 94.48600261169433, "epoch": 287, "n_parameters": 16485584} {"train_lr": 1.9205898730913854e-05, "train_loss": 2.112301933036434, "test_loss": 0.8195130447998191, "test_acc1": 79.3860024822998, "test_acc5": 94.47400267028809, "epoch": 288, "n_parameters": 16485584} {"train_lr": 1.7845872192095012e-05, "train_loss": 2.1064920511415344, "test_loss": 0.8185885094783523, "test_acc1": 79.47800306274414, "test_acc5": 94.48600242980957, "epoch": 289, "n_parameters": 16485584} {"train_lr": 1.659409822760516e-05, "train_loss": 2.1116891204834367, "test_loss": 0.8156059725266515, "test_acc1": 79.53600253295899, "test_acc5": 94.58400243652343, "epoch": 290, "n_parameters": 16485584} {"train_lr": 1.545071410856787e-05, "train_loss": 2.1079921259773338, "test_loss": 0.8178645361101988, "test_acc1": 79.48800248840332, "test_acc5": 94.50000255371094, "epoch": 291, "n_parameters": 16485584} {"train_lr": 1.4415845219935669e-05, "train_loss": 2.1166179215403007, "test_loss": 0.8188879038348342, "test_acc1": 79.4740023059082, "test_acc5": 94.50400289855958, "epoch": 292, "n_parameters": 16485584} {"train_lr": 1.3489605046743441e-05, "train_loss": 2.1054642588543375, "test_loss": 0.8226061025352189, "test_acc1": 79.44400231811524, "test_acc5": 94.49800243591308, "epoch": 293, "n_parameters": 16485584} {"train_lr": 1.267209516166461e-05, "train_loss": 2.0900451724382516, "test_loss": 0.8242861086672003, "test_acc1": 79.41800249328614, "test_acc5": 94.47400233276367, "epoch": 294, "n_parameters": 16485584} {"train_lr": 1.1963405213869678e-05, "train_loss": 2.1041476163837456, "test_loss": 0.8216178990674742, "test_acc1": 79.47800265686035, "test_acc5": 94.50000246887207, "epoch": 295, "n_parameters": 16485584} {"train_lr": 1.1363612919198826e-05, "train_loss": 2.1038267779216873, "test_loss": 0.8139759679183816, "test_acc1": 79.52800224731445, "test_acc5": 94.57800266479492, "epoch": 296, "n_parameters": 16485584} {"train_lr": 1.0872784051636047e-05, "train_loss": 2.107006820366918, "test_loss": 0.8184620024579944, "test_acc1": 79.47600229858398, "test_acc5": 94.54400235229492, "epoch": 297, "n_parameters": 16485584} {"train_lr": 1.0490972436097075e-05, "train_loss": 2.10551307277142, "test_loss": 0.820215175323414, "test_acc1": 79.47800230529785, "test_acc5": 94.50000248291016, "epoch": 298, "n_parameters": 16485584} {"train_lr": 1.0218219942528799e-05, "train_loss": 2.103924177557254, "test_loss": 0.8192373688022295, "test_acc1": 79.42600251403809, "test_acc5": 94.52800280761718, "epoch": 299, "n_parameters": 16485584}