{"train_lr": 9.999999999999953e-07, "train_loss": 6.940893487202273, "test_loss": 6.890058791998661, "test_acc1": 0.1720000095939636, "test_acc5": 0.8900000381088257, "epoch": 0, "n_parameters": 16485584} {"train_lr": 9.999999999999953e-07, "train_loss": 6.916553893821131, "test_loss": 6.855001774701205, "test_acc1": 0.3340000142669678, "test_acc5": 1.5380000601196289, "epoch": 1, "n_parameters": 16485584} {"train_lr": 0.0004007999999999919, "train_loss": 6.689788111965719, "test_loss": 5.891620448141387, "test_acc1": 4.432000128250122, "test_acc5": 14.224000419311523, "epoch": 2, "n_parameters": 16485584} {"train_lr": 0.0008006000000000176, "train_loss": 6.454515134402031, "test_loss": 5.219595934405471, "test_acc1": 9.3280002684021, "test_acc5": 24.74400072906494, "epoch": 3, "n_parameters": 16485584} {"train_lr": 0.0012004000000000285, "train_loss": 6.175764842284955, "test_loss": 4.30995547952074, "test_acc1": 18.252000470275878, "test_acc5": 40.178001036376955, "epoch": 4, "n_parameters": 16485584} {"train_lr": 0.0016001999999999824, "train_loss": 5.7719660462807125, "test_loss": 3.540941592418786, "test_acc1": 29.554000827331542, "test_acc5": 55.214001561889646, "epoch": 5, "n_parameters": 16485584} {"train_lr": 0.0019986363870807653, "train_loss": 5.446452929152192, "test_loss": 3.154158662665974, "test_acc1": 35.8060008493042, "test_acc5": 62.694001723632816, "epoch": 6, "n_parameters": 16485584} {"train_lr": 0.0019980365947861213, "train_loss": 5.198700627358221, "test_loss": 2.7576185952533376, "test_acc1": 42.74400122650147, "test_acc5": 69.182001897583, "epoch": 7, "n_parameters": 16485584} {"train_lr": 0.0019973279048383337, "train_loss": 5.026260623066641, "test_loss": 2.563601986025319, "test_acc1": 46.694001238098146, "test_acc5": 73.2660019958496, "epoch": 8, "n_parameters": 16485584} {"train_lr": 0.0019965103949532445, "train_loss": 4.910307144327796, "test_loss": 2.4316673865824034, "test_acc1": 49.09600113098144, "test_acc5": 75.1760022277832, "epoch": 9, "n_parameters": 16485584} {"train_lr": 0.0019955841547800715, "train_loss": 4.794300174160446, "test_loss": 2.3259502360315034, "test_acc1": 52.00400155639648, "test_acc5": 77.11000263549805, "epoch": 10, "n_parameters": 16485584} {"train_lr": 0.0019945492858914116, "train_loss": 4.695393879064839, "test_loss": 2.264273765412244, "test_acc1": 53.092001494140625, "test_acc5": 78.39600244506836, "epoch": 11, "n_parameters": 16485584} {"train_lr": 0.0019934059017723614, "train_loss": 4.6393838226080515, "test_loss": 2.1542115355982925, "test_acc1": 55.32800155517578, "test_acc5": 80.03800253967285, "epoch": 12, "n_parameters": 16485584} {"train_lr": 0.0019921541278078774, "train_loss": 4.558380174503434, "test_loss": 2.068637046850089, "test_acc1": 56.448001633300784, "test_acc5": 81.0920026965332, "epoch": 13, "n_parameters": 16485584} {"train_lr": 0.0019907941012690692, "train_loss": 4.51416761817025, "test_loss": 1.9967044618996708, "test_acc1": 57.71400155090332, "test_acc5": 81.62000251464843, "epoch": 14, "n_parameters": 16485584} {"train_lr": 0.0019893259712981484, "train_loss": 4.463713510145101, "test_loss": 1.998014439236034, "test_acc1": 58.89800169311523, "test_acc5": 82.62400242065429, "epoch": 15, "n_parameters": 16485584} {"train_lr": 0.0019877498988920997, "train_loss": 4.427046049603646, "test_loss": 1.9448690893072071, "test_acc1": 59.35800166320801, "test_acc5": 82.97800239257812, "epoch": 16, "n_parameters": 16485584} {"train_lr": 0.0019860660568851683, "train_loss": 4.4078244049962665, "test_loss": 2.0134184821085497, "test_acc1": 59.40200163452148, "test_acc5": 83.29600245117187, "epoch": 17, "n_parameters": 16485584} {"train_lr": 0.0019842746299293954, "train_loss": 4.362502982576403, "test_loss": 1.909290679476478, "test_acc1": 60.04800165893555, "test_acc5": 83.57000259399415, "epoch": 18, "n_parameters": 16485584} {"train_lr": 0.0019823758144750267, "train_loss": 4.337975842680195, "test_loss": 1.9279929345304316, "test_acc1": 60.09800164428711, "test_acc5": 83.5160026727295, "epoch": 19, "n_parameters": 16485584} {"train_lr": 0.0019803698187486067, "train_loss": 4.305161780781216, "test_loss": 1.9043395853403844, "test_acc1": 61.6860016607666, "test_acc5": 84.5420022869873, "epoch": 20, "n_parameters": 16485584} {"train_lr": 0.0019782568627301467, "train_loss": 4.287955334194177, "test_loss": 1.7995794731559176, "test_acc1": 61.51000176635742, "test_acc5": 84.57000258911133, "epoch": 21, "n_parameters": 16485584} {"train_lr": 0.0019760371781290314, "train_loss": 4.261914437813915, "test_loss": 1.739731855464704, "test_acc1": 62.68400167236328, "test_acc5": 85.25800252624512, "epoch": 22, "n_parameters": 16485584} {"train_lr": 0.001973711008358824, "train_loss": 4.238932992342851, "test_loss": 1.8095020299608058, "test_acc1": 62.240001917114256, "test_acc5": 85.02200231201172, "epoch": 23, "n_parameters": 16485584} {"train_lr": 0.0019712786085100717, "train_loss": 4.245018138159379, "test_loss": 1.7452814732537125, "test_acc1": 62.756001536254885, "test_acc5": 85.49800261535644, "epoch": 24, "n_parameters": 16485584} {"train_lr": 0.001968740245323006, "train_loss": 4.221166189768903, "test_loss": 1.7680187554973545, "test_acc1": 62.964001812744144, "test_acc5": 85.7680023284912, "epoch": 25, "n_parameters": 16485584} {"train_lr": 0.0019660961971576653, "train_loss": 4.205768074777772, "test_loss": 1.7621740229202039, "test_acc1": 62.59800168945313, "test_acc5": 85.60200283020019, "epoch": 26, "n_parameters": 16485584} {"train_lr": 0.001963346753963693, "train_loss": 4.178177818453474, "test_loss": 1.6983279342001134, "test_acc1": 63.886001522216795, "test_acc5": 86.13000259643555, "epoch": 27, "n_parameters": 16485584} {"train_lr": 0.001960492217248555, "train_loss": 4.162458415559346, "test_loss": 1.7658974392847582, "test_acc1": 63.40800174255371, "test_acc5": 85.75800233581543, "epoch": 28, "n_parameters": 16485584} {"train_lr": 0.001957532900044387, "train_loss": 4.152880357466727, "test_loss": 1.7266018851236864, "test_acc1": 64.3600017803955, "test_acc5": 86.51400271972656, "epoch": 29, "n_parameters": 16485584} {"train_lr": 0.001954469126873758, "train_loss": 4.139029506394427, "test_loss": 1.6774534822413416, "test_acc1": 64.27400183654785, "test_acc5": 86.50600242370605, "epoch": 30, "n_parameters": 16485584} {"train_lr": 0.0019513012337137013, "train_loss": 4.135987897952207, "test_loss": 1.6255849170865435, "test_acc1": 65.14000183654785, "test_acc5": 86.68000229248047, "epoch": 31, "n_parameters": 16485584} {"train_lr": 0.0019480295679595498, "train_loss": 4.131736163946269, "test_loss": 1.7751406900810474, "test_acc1": 64.230001585083, "test_acc5": 86.73000239624024, "epoch": 32, "n_parameters": 16485584} {"train_lr": 0.001944654488386279, "train_loss": 4.103732937531506, "test_loss": 1.6908784192619901, "test_acc1": 64.56800188171387, "test_acc5": 86.90200270874024, "epoch": 33, "n_parameters": 16485584} {"train_lr": 0.0019411763651094522, "train_loss": 4.108222685938926, "test_loss": 1.6411756791851737, "test_acc1": 64.72200167297363, "test_acc5": 86.92400256042481, "epoch": 34, "n_parameters": 16485584} {"train_lr": 0.0019375955795444654, "train_loss": 4.102253069599374, "test_loss": 1.6873671236363323, "test_acc1": 64.97800184753417, "test_acc5": 87.04400270202636, "epoch": 35, "n_parameters": 16485584} {"train_lr": 0.0019339125243647028, "train_loss": 4.09181451487789, "test_loss": 1.6790470029368545, "test_acc1": 65.04000196899415, "test_acc5": 86.78800223388671, "epoch": 36, "n_parameters": 16485584} {"train_lr": 0.0019301276034588161, "train_loss": 4.087620662699501, "test_loss": 1.6759091633738894, "test_acc1": 65.72400177734374, "test_acc5": 87.4020025579834, "epoch": 37, "n_parameters": 16485584} {"train_lr": 0.0019262412318859438, "train_loss": 4.0838221779449, "test_loss": 1.6083152348344976, "test_acc1": 65.91400194091797, "test_acc5": 87.54600273986816, "epoch": 38, "n_parameters": 16485584} {"train_lr": 0.0019222538358305567, "train_loss": 4.066322849761192, "test_loss": 1.5781131933132808, "test_acc1": 65.48000187255859, "test_acc5": 87.1460025164795, "epoch": 39, "n_parameters": 16485584} {"train_lr": 0.001918165852555554, "train_loss": 4.050062352566601, "test_loss": 1.679277317090468, "test_acc1": 66.1720020074463, "test_acc5": 87.45200255249023, "epoch": 40, "n_parameters": 16485584} {"train_lr": 0.0019139777303543704, "train_loss": 4.06342691359379, "test_loss": 1.6429225499882842, "test_acc1": 65.62200191589355, "test_acc5": 87.38200246032714, "epoch": 41, "n_parameters": 16485584} {"train_lr": 0.0019096899285018238, "train_loss": 4.046192656556289, "test_loss": 1.6148716924768505, "test_acc1": 65.57400186279297, "test_acc5": 87.41000229187011, "epoch": 42, "n_parameters": 16485584} {"train_lr": 0.0019053029172036347, "train_loss": 4.040524035191936, "test_loss": 1.608161027232806, "test_acc1": 66.33400186706542, "test_acc5": 87.79400289184571, "epoch": 43, "n_parameters": 16485584} {"train_lr": 0.0019008171775451975, "train_loss": 4.021114365088282, "test_loss": 1.6129745263041873, "test_acc1": 66.57600163085938, "test_acc5": 87.83000245422363, "epoch": 44, "n_parameters": 16485584} {"train_lr": 0.0018962332014382094, "train_loss": 4.0172965928709665, "test_loss": 1.6317664339686886, "test_acc1": 66.31200192260742, "test_acc5": 87.64000261413574, "epoch": 45, "n_parameters": 16485584} {"train_lr": 0.001891551491567433, "train_loss": 4.017523699527164, "test_loss": 1.6616612695383304, "test_acc1": 66.49000187805176, "test_acc5": 87.75800257507325, "epoch": 46, "n_parameters": 16485584} {"train_lr": 0.0018867725613350395, "train_loss": 4.008225182882792, "test_loss": 1.653526990702658, "test_acc1": 66.09400175292969, "test_acc5": 87.64800260498046, "epoch": 47, "n_parameters": 16485584} {"train_lr": 0.0018818969348046717, "train_loss": 4.013747517058222, "test_loss": 1.5996627699245105, "test_acc1": 66.47800194702148, "test_acc5": 87.91400255737305, "epoch": 48, "n_parameters": 16485584} {"train_lr": 0.0018769251466436553, "train_loss": 3.988929157586788, "test_loss": 1.633720435427897, "test_acc1": 66.43000218811035, "test_acc5": 87.86800239379883, "epoch": 49, "n_parameters": 16485584} {"train_lr": 0.0018718577420645938, "train_loss": 4.006868388298318, "test_loss": 1.5999269318400007, "test_acc1": 66.31600182495117, "test_acc5": 87.74200234558106, "epoch": 50, "n_parameters": 16485584} {"train_lr": 0.0018666952767654964, "train_loss": 3.9720431880222904, "test_loss": 1.5520576477953882, "test_acc1": 67.17600220947266, "test_acc5": 88.32800235839844, "epoch": 51, "n_parameters": 16485584} {"train_lr": 0.0018614383168689137, "train_loss": 3.9773780400518604, "test_loss": 1.6635921845833461, "test_acc1": 66.69600206970215, "test_acc5": 87.95200230957032, "epoch": 52, "n_parameters": 16485584} {"train_lr": 0.0018560874388597434, "train_loss": 3.9652668593122327, "test_loss": 1.5577918557506618, "test_acc1": 67.1060017755127, "test_acc5": 88.05400238586425, "epoch": 53, "n_parameters": 16485584} {"train_lr": 0.0018506432295219307, "train_loss": 3.988554125638317, "test_loss": 1.5848097471576748, "test_acc1": 66.94000197875977, "test_acc5": 88.10800291748046, "epoch": 54, "n_parameters": 16485584} {"train_lr": 0.0018451062858744953, "train_loss": 3.9768743483568554, "test_loss": 1.6384519144441143, "test_acc1": 66.68400184753418, "test_acc5": 87.6200028479004, "epoch": 55, "n_parameters": 16485584} {"train_lr": 0.0018394772151057238, "train_loss": 3.9752646732292205, "test_loss": 1.5675143744006301, "test_acc1": 67.29400177246093, "test_acc5": 88.35200260498047, "epoch": 56, "n_parameters": 16485584} {"train_lr": 0.0018337566345065688, "train_loss": 3.940030153373258, "test_loss": 1.543316289782524, "test_acc1": 67.4840015435791, "test_acc5": 88.32400247924805, "epoch": 57, "n_parameters": 16485584} {"train_lr": 0.0018279451714031977, "train_loss": 3.9636736697525525, "test_loss": 1.5645414879827788, "test_acc1": 67.36200185180664, "test_acc5": 88.50800264770508, "epoch": 58, "n_parameters": 16485584} {"train_lr": 0.001822043463088011, "train_loss": 3.95983294550654, "test_loss": 1.64582925538222, "test_acc1": 67.02200225952149, "test_acc5": 88.15400257690429, "epoch": 59, "n_parameters": 16485584} {"train_lr": 0.001816052156749885, "train_loss": 3.9438422261286887, "test_loss": 1.5880951782067616, "test_acc1": 67.20800176391602, "test_acc5": 88.4020023046875, "epoch": 60, "n_parameters": 16485584} {"train_lr": 0.001809971909403067, "train_loss": 3.947533482746731, "test_loss": 1.5189873232985989, "test_acc1": 67.53800227722168, "test_acc5": 88.67400258850098, "epoch": 61, "n_parameters": 16485584} {"train_lr": 0.0018038033878151612, "train_loss": 3.9355073416833397, "test_loss": 1.5814772379217725, "test_acc1": 67.4500021270752, "test_acc5": 88.58200261474609, "epoch": 62, "n_parameters": 16485584} {"train_lr": 0.001797547268434101, "train_loss": 3.932593492866992, "test_loss": 1.520203467571374, "test_acc1": 67.77000198120118, "test_acc5": 88.62400255554199, "epoch": 63, "n_parameters": 16485584} {"train_lr": 0.0017912042373137995, "train_loss": 3.9425625590969333, "test_loss": 1.5322567319328135, "test_acc1": 67.52800198730469, "test_acc5": 88.49200257385255, "epoch": 64, "n_parameters": 16485584} {"train_lr": 0.0017847749900392264, "train_loss": 3.9381430519761134, "test_loss": 1.5501504621722482, "test_acc1": 67.84000205322266, "test_acc5": 88.6320026208496, "epoch": 65, "n_parameters": 16485584} {"train_lr": 0.0017782602316496804, "train_loss": 3.9409645279820302, "test_loss": 1.6316385607827792, "test_acc1": 67.68000186950684, "test_acc5": 88.70600217102051, "epoch": 66, "n_parameters": 16485584} {"train_lr": 0.0017716606765619024, "train_loss": 3.936093413572517, "test_loss": 1.5948718908158215, "test_acc1": 67.53800183898926, "test_acc5": 88.62800265014648, "epoch": 67, "n_parameters": 16485584} {"train_lr": 0.0017649770484915045, "train_loss": 3.916553342132736, "test_loss": 1.6175148532246097, "test_acc1": 67.87200190368652, "test_acc5": 88.33200236206055, "epoch": 68, "n_parameters": 16485584} {"train_lr": 0.0017582100803734976, "train_loss": 3.9252721806414885, "test_loss": 1.582206868764126, "test_acc1": 67.35200173339844, "test_acc5": 88.5080024621582, "epoch": 69, "n_parameters": 16485584} {"train_lr": 0.0017513605142822945, "train_loss": 3.9139218929288484, "test_loss": 1.5111489539796656, "test_acc1": 68.13200205932617, "test_acc5": 88.74200276306152, "epoch": 70, "n_parameters": 16485584} {"train_lr": 0.0017444291013499857, "train_loss": 3.9085130874963876, "test_loss": 1.5227035401445446, "test_acc1": 67.85800208129884, "test_acc5": 88.83000245727538, "epoch": 71, "n_parameters": 16485584} {"train_lr": 0.0017374166016841382, "train_loss": 3.909139966507324, "test_loss": 1.5682189947727956, "test_acc1": 68.0760020513916, "test_acc5": 88.69600249938965, "epoch": 72, "n_parameters": 16485584} {"train_lr": 0.0017303237842843022, "train_loss": 3.8827170563354003, "test_loss": 1.5614850200486905, "test_acc1": 68.18800170776368, "test_acc5": 89.11400253051758, "epoch": 73, "n_parameters": 16485584} {"train_lr": 0.0017231514269578294, "train_loss": 3.90212826196143, "test_loss": 1.6005035842006856, "test_acc1": 67.70000172729492, "test_acc5": 88.56000244873047, "epoch": 74, "n_parameters": 16485584} {"train_lr": 0.0017159003162346147, "train_loss": 3.8979425344059315, "test_loss": 1.546016691309033, "test_acc1": 67.68600242248534, "test_acc5": 88.53200243530273, "epoch": 75, "n_parameters": 16485584} {"train_lr": 0.0017085712472806156, "train_loss": 3.8850379701522137, "test_loss": 1.5208116390488364, "test_acc1": 68.22800180908203, "test_acc5": 89.12600250854493, "epoch": 76, "n_parameters": 16485584} {"train_lr": 0.0017011650238107918, "train_loss": 3.8972718443134897, "test_loss": 1.5469127875385862, "test_acc1": 68.25600212341308, "test_acc5": 88.97000264160157, "epoch": 77, "n_parameters": 16485584} {"train_lr": 0.0016936824580010095, "train_loss": 3.8818817989145824, "test_loss": 1.490311498894836, "test_acc1": 68.58400202514649, "test_acc5": 88.98400274597168, "epoch": 78, "n_parameters": 16485584} {"train_lr": 0.0016861243703990081, "train_loss": 3.8786607039251106, "test_loss": 1.533651929913145, "test_acc1": 68.8360023626709, "test_acc5": 89.10800266418457, "epoch": 79, "n_parameters": 16485584} {"train_lr": 0.0016784915898342416, "train_loss": 3.865199503138197, "test_loss": 1.6527217328548431, "test_acc1": 68.21000229492188, "test_acc5": 88.91200231262206, "epoch": 80, "n_parameters": 16485584} {"train_lr": 0.0016707849533270642, "train_loss": 3.86077047099503, "test_loss": 1.648964996590759, "test_acc1": 67.87000173706055, "test_acc5": 88.59200273864747, "epoch": 81, "n_parameters": 16485584} {"train_lr": 0.001663005305997004, "train_loss": 3.875540329398011, "test_loss": 1.5335615769480213, "test_acc1": 68.5920021875, "test_acc5": 89.02800266784668, "epoch": 82, "n_parameters": 16485584} {"train_lr": 0.00165515350097013, "train_loss": 3.865781772670319, "test_loss": 1.5079892128705978, "test_acc1": 68.17400197692871, "test_acc5": 89.08800243896485, "epoch": 83, "n_parameters": 16485584} {"train_lr": 0.0016472303992853623, "train_loss": 3.869336412488509, "test_loss": 1.5428892428224736, "test_acc1": 68.75800214782714, "test_acc5": 89.34800270812988, "epoch": 84, "n_parameters": 16485584} {"train_lr": 0.001639236869799948, "train_loss": 3.855159833562746, "test_loss": 1.5018664160461137, "test_acc1": 68.63800200134277, "test_acc5": 89.2420020489502, "epoch": 85, "n_parameters": 16485584} {"train_lr": 0.0016311737890946014, "train_loss": 3.8528239868051237, "test_loss": 1.4852446647304478, "test_acc1": 69.15600239318847, "test_acc5": 89.59400276916504, "epoch": 86, "n_parameters": 16485584} {"train_lr": 0.0016230420413769352, "train_loss": 3.8459417603665784, "test_loss": 1.524335325215802, "test_acc1": 68.63800209594727, "test_acc5": 89.10200270019531, "epoch": 87, "n_parameters": 16485584} {"train_lr": 0.0016148425183846727, "train_loss": 3.845341791113694, "test_loss": 1.4742290635000577, "test_acc1": 69.45400212524414, "test_acc5": 89.47000258422851, "epoch": 88, "n_parameters": 16485584} {"train_lr": 0.0016065761192880512, "train_loss": 3.841363800753602, "test_loss": 1.4776264108491666, "test_acc1": 68.87200224426269, "test_acc5": 89.51200266479492, "epoch": 89, "n_parameters": 16485584} {"train_lr": 0.0015982437505908074, "train_loss": 3.8297161165949443, "test_loss": 1.5294430901606877, "test_acc1": 69.28600217041016, "test_acc5": 89.40800267822266, "epoch": 90, "n_parameters": 16485584} {"train_lr": 0.0015898463260310446, "train_loss": 3.8634355512263774, "test_loss": 1.486577778151541, "test_acc1": 68.91800228637695, "test_acc5": 89.38600227905273, "epoch": 91, "n_parameters": 16485584} {"train_lr": 0.0015813847664809541, "train_loss": 3.8442616323105914, "test_loss": 1.5021403788617163, "test_acc1": 69.23800252197266, "test_acc5": 89.21800258422851, "epoch": 92, "n_parameters": 16485584} {"train_lr": 0.0015728599998459658, "train_loss": 3.8474864949234764, "test_loss": 1.5017484191692236, "test_acc1": 69.3280021118164, "test_acc5": 89.66800274780273, "epoch": 93, "n_parameters": 16485584} {"train_lr": 0.001564272960962846, "train_loss": 3.825370292535884, "test_loss": 1.5223457113359913, "test_acc1": 68.46800198669433, "test_acc5": 88.9620022290039, "epoch": 94, "n_parameters": 16485584} {"train_lr": 0.001555624591497151, "train_loss": 3.828639156479153, "test_loss": 1.5158791623332284, "test_acc1": 68.9400021435547, "test_acc5": 89.40600317077637, "epoch": 95, "n_parameters": 16485584} {"train_lr": 0.0015469158398399695, "train_loss": 3.8285784233007116, "test_loss": 1.5188066069826935, "test_acc1": 69.21800220336914, "test_acc5": 89.36600229614258, "epoch": 96, "n_parameters": 16485584} {"train_lr": 0.0015381476610041192, "train_loss": 3.8283801948328575, "test_loss": 1.4988757624770657, "test_acc1": 69.32200207336426, "test_acc5": 89.44800258056641, "epoch": 97, "n_parameters": 16485584} {"train_lr": 0.001529321016519214, "train_loss": 3.8098475536663563, "test_loss": 1.5627428704138957, "test_acc1": 69.1200019732666, "test_acc5": 89.32800252441406, "epoch": 98, "n_parameters": 16485584} {"train_lr": 0.0015204368743262475, "train_loss": 3.8143533568778674, "test_loss": 1.47662151175918, "test_acc1": 69.11400218078613, "test_acc5": 89.43800271606446, "epoch": 99, "n_parameters": 16485584} {"train_lr": 0.0015114962086715815, "train_loss": 3.8186944180922353, "test_loss": 1.522399201989174, "test_acc1": 69.39200219238282, "test_acc5": 89.40200241394042, "epoch": 100, "n_parameters": 16485584} {"train_lr": 0.0015024999999999741, "train_loss": 3.799772477026085, "test_loss": 1.545163636857813, "test_acc1": 69.48000231872558, "test_acc5": 89.50400235351563, "epoch": 101, "n_parameters": 16485584} {"train_lr": 0.001493449234847066, "train_loss": 3.800788847805499, "test_loss": 1.517534060008598, "test_acc1": 69.2300021838379, "test_acc5": 89.53400269836426, "epoch": 102, "n_parameters": 16485584} {"train_lr": 0.001484344905731176, "train_loss": 3.8195459016030737, "test_loss": 1.4730048816312442, "test_acc1": 69.71800217834473, "test_acc5": 89.87200233581542, "epoch": 103, "n_parameters": 16485584} {"train_lr": 0.0014751880110446746, "train_loss": 3.8066836498338255, "test_loss": 1.502883185039867, "test_acc1": 69.69600227050782, "test_acc5": 89.77200258300782, "epoch": 104, "n_parameters": 16485584} {"train_lr": 0.0014659795549442733, "train_loss": 3.7944383134277797, "test_loss": 1.470554814194188, "test_acc1": 69.60200210998535, "test_acc5": 89.83400242370605, "epoch": 105, "n_parameters": 16485584} {"train_lr": 0.001456720547240874, "train_loss": 3.8048635611621786, "test_loss": 1.4806424988941713, "test_acc1": 69.48800266296386, "test_acc5": 89.77000225891113, "epoch": 106, "n_parameters": 16485584} {"train_lr": 0.001447412003289014, "train_loss": 3.7846708994784612, "test_loss": 1.478154932007645, "test_acc1": 69.26200222900391, "test_acc5": 89.46400240234375, "epoch": 107, "n_parameters": 16485584} {"train_lr": 0.0014380549438754878, "train_loss": 3.793344457610715, "test_loss": 1.576165290944504, "test_acc1": 69.66000220031738, "test_acc5": 89.81600265563965, "epoch": 108, "n_parameters": 16485584} {"train_lr": 0.001428650395107264, "train_loss": 3.7949745039478673, "test_loss": 1.4808153392690602, "test_acc1": 69.6380022631836, "test_acc5": 89.6520025, "epoch": 109, "n_parameters": 16485584} {"train_lr": 0.0014191993882990887, "train_loss": 3.7774278897938016, "test_loss": 1.5227267371885704, "test_acc1": 69.32800206542969, "test_acc5": 89.57000248046874, "epoch": 110, "n_parameters": 16485584} {"train_lr": 0.0014097029598603777, "train_loss": 3.7766977444731835, "test_loss": 1.4253066484675263, "test_acc1": 70.08600219665527, "test_acc5": 89.96200287719726, "epoch": 111, "n_parameters": 16485584} {"train_lr": 0.001400162151181645, "train_loss": 3.7770852166876425, "test_loss": 1.4886289406003375, "test_acc1": 70.03400220336914, "test_acc5": 89.91600258300781, "epoch": 112, "n_parameters": 16485584} {"train_lr": 0.0013905780085198772, "train_loss": 3.7704019040036068, "test_loss": 1.4547373435714028, "test_acc1": 69.87200234619141, "test_acc5": 89.95600203063965, "epoch": 113, "n_parameters": 16485584} {"train_lr": 0.0013809515828844105, "train_loss": 3.771850040109514, "test_loss": 1.5254209542816335, "test_acc1": 69.37200206298829, "test_acc5": 89.34800293518066, "epoch": 114, "n_parameters": 16485584} {"train_lr": 0.0013712839299212984, "train_loss": 3.765968886925448, "test_loss": 1.4237766753543506, "test_acc1": 70.39800227661132, "test_acc5": 90.17800241638183, "epoch": 115, "n_parameters": 16485584} {"train_lr": 0.0013615761097975877, "train_loss": 3.766793133400613, "test_loss": 1.4206488046682242, "test_acc1": 70.5100023236084, "test_acc5": 90.16000257019043, "epoch": 116, "n_parameters": 16485584} {"train_lr": 0.0013518291870851617, "train_loss": 3.7710056898595807, "test_loss": 1.563387471166524, "test_acc1": 69.58800219787598, "test_acc5": 89.7980024017334, "epoch": 117, "n_parameters": 16485584} {"train_lr": 0.0013420442306440435, "train_loss": 3.7668126858205055, "test_loss": 1.4546134666059956, "test_acc1": 70.36600227416992, "test_acc5": 90.28400275939941, "epoch": 118, "n_parameters": 16485584} {"train_lr": 0.001332222313504878, "train_loss": 3.7696500526343604, "test_loss": 1.493898216070551, "test_acc1": 70.24600222351074, "test_acc5": 90.15400242675781, "epoch": 119, "n_parameters": 16485584} {"train_lr": 0.0013223645127515833, "train_loss": 3.742619201719618, "test_loss": 1.4456565488468518, "test_acc1": 70.39000217102051, "test_acc5": 89.8600026147461, "epoch": 120, "n_parameters": 16485584} {"train_lr": 0.0013124719094030866, "train_loss": 3.759194714035824, "test_loss": 1.4023337400320806, "test_acc1": 70.49000240844727, "test_acc5": 90.04800254211426, "epoch": 121, "n_parameters": 16485584} {"train_lr": 0.0013025455882948362, "train_loss": 3.748125644277135, "test_loss": 1.4618951000950553, "test_acc1": 70.05800232666016, "test_acc5": 89.65000199829102, "epoch": 122, "n_parameters": 16485584} {"train_lr": 0.0012925866379597717, "train_loss": 3.770077602707034, "test_loss": 1.488281657298406, "test_acc1": 69.71400257385254, "test_acc5": 89.83200246887208, "epoch": 123, "n_parameters": 16485584} {"train_lr": 0.0012825961505090187, "train_loss": 3.7401582449555493, "test_loss": 1.4064310707829215, "test_acc1": 70.65600207458496, "test_acc5": 90.1760026727295, "epoch": 124, "n_parameters": 16485584} {"train_lr": 0.001272575221512157, "train_loss": 3.7316571161520184, "test_loss": 1.4883474247022108, "test_acc1": 70.54400223999023, "test_acc5": 90.34600241638184, "epoch": 125, "n_parameters": 16485584} {"train_lr": 0.0012625249498769986, "train_loss": 3.730148793505631, "test_loss": 1.5564549402757124, "test_acc1": 70.84000225036621, "test_acc5": 90.11400270202637, "epoch": 126, "n_parameters": 16485584} {"train_lr": 0.001252446437729037, "train_loss": 3.719430567692224, "test_loss": 1.427244239232757, "test_acc1": 70.87800200195312, "test_acc5": 90.43800242736816, "epoch": 127, "n_parameters": 16485584} {"train_lr": 0.0012423407902906738, "train_loss": 3.730797565002426, "test_loss": 1.3913787896886016, "test_acc1": 70.79800237426758, "test_acc5": 90.45000267578125, "epoch": 128, "n_parameters": 16485584} {"train_lr": 0.0012322091157601091, "train_loss": 3.7368309136203153, "test_loss": 1.5377747068802516, "test_acc1": 70.6920025201416, "test_acc5": 90.10800263122559, "epoch": 129, "n_parameters": 16485584} {"train_lr": 0.001222052525189583, "train_loss": 3.7365485403558716, "test_loss": 1.5719808620033842, "test_acc1": 69.78200240966797, "test_acc5": 89.73400249877929, "epoch": 130, "n_parameters": 16485584} {"train_lr": 0.0012118721323636779, "train_loss": 3.715852316096723, "test_loss": 1.3966038060007673, "test_acc1": 71.00600239440918, "test_acc5": 90.46400260192871, "epoch": 131, "n_parameters": 16485584} {"train_lr": 0.0012016690536772049, "train_loss": 3.724634050179443, "test_loss": 1.4613869018626935, "test_acc1": 70.71400207580567, "test_acc5": 90.3140027368164, "epoch": 132, "n_parameters": 16485584} {"train_lr": 0.00119144440801278, "train_loss": 3.713017964725205, "test_loss": 1.4250455498695374, "test_acc1": 71.1840023272705, "test_acc5": 90.49400269470215, "epoch": 133, "n_parameters": 16485584} {"train_lr": 0.0011811993166179768, "train_loss": 3.7062101921112798, "test_loss": 1.3885881142182783, "test_acc1": 70.85000249084473, "test_acc5": 90.2380024243164, "epoch": 134, "n_parameters": 16485584} {"train_lr": 0.001170934902982497, "train_loss": 3.709559719958942, "test_loss": 1.4308601879712306, "test_acc1": 71.14400244262696, "test_acc5": 90.44400241088867, "epoch": 135, "n_parameters": 16485584} {"train_lr": 0.001160652292715008, "train_loss": 3.704993904875718, "test_loss": 1.4733816425908695, "test_acc1": 70.82000249755859, "test_acc5": 90.36600217651367, "epoch": 136, "n_parameters": 16485584} {"train_lr": 0.0011503526134195741, "train_loss": 3.6995625330580415, "test_loss": 1.384871567740585, "test_acc1": 71.1860023059082, "test_acc5": 90.70000224487305, "epoch": 137, "n_parameters": 16485584} {"train_lr": 0.0011400369945721502, "train_loss": 3.7141242825346503, "test_loss": 1.511559479615905, "test_acc1": 71.11200256652832, "test_acc5": 90.44600272277832, "epoch": 138, "n_parameters": 16485584} {"train_lr": 0.0011297065673965083, "train_loss": 3.6925861502913455, "test_loss": 1.4899821931665593, "test_acc1": 70.978002288208, "test_acc5": 90.22800251037597, "epoch": 139, "n_parameters": 16485584} {"train_lr": 0.001119362464740389, "train_loss": 3.6898245845767232, "test_loss": 1.45014619149945, "test_acc1": 71.48400236450195, "test_acc5": 90.72800235717773, "epoch": 140, "n_parameters": 16485584} {"train_lr": 0.0011090058209513045, "train_loss": 3.698678406784765, "test_loss": 1.4545442032994647, "test_acc1": 71.2280026611328, "test_acc5": 90.63200272888183, "epoch": 141, "n_parameters": 16485584} {"train_lr": 0.0010986377717519028, "train_loss": 3.7048323568966177, "test_loss": 1.4697693559256466, "test_acc1": 71.2760024182129, "test_acc5": 90.78000291198731, "epoch": 142, "n_parameters": 16485584} {"train_lr": 0.0010882594541156603, "train_loss": 3.683245811673949, "test_loss": 1.460085952372262, "test_acc1": 71.52600193786621, "test_acc5": 90.74600265197753, "epoch": 143, "n_parameters": 16485584} {"train_lr": 0.001077872006141972, "train_loss": 3.664884587653059, "test_loss": 1.3617841533639214, "test_acc1": 71.80800247253418, "test_acc5": 90.85600261657714, "epoch": 144, "n_parameters": 16485584} {"train_lr": 0.001067476566931644, "train_loss": 3.674870977632338, "test_loss": 1.368165355288621, "test_acc1": 71.73200224975587, "test_acc5": 90.89200275634765, "epoch": 145, "n_parameters": 16485584} {"train_lr": 0.0010570742764617331, "train_loss": 3.6792613816775863, "test_loss": 1.4012506319717928, "test_acc1": 71.19000227661132, "test_acc5": 90.90200275146485, "epoch": 146, "n_parameters": 16485584} {"train_lr": 0.0010466662754605423, "train_loss": 3.6659580891747936, "test_loss": 1.5005344572392376, "test_acc1": 71.29400239990234, "test_acc5": 90.5000025958252, "epoch": 147, "n_parameters": 16485584} {"train_lr": 0.0010362537052827495, "train_loss": 3.669881100515477, "test_loss": 1.433822616483226, "test_acc1": 71.1540023461914, "test_acc5": 90.61600265319824, "epoch": 148, "n_parameters": 16485584} {"train_lr": 0.001025837707783931, "train_loss": 3.6525099763481452, "test_loss": 1.3880436582998796, "test_acc1": 72.16800244018555, "test_acc5": 91.0220023248291, "epoch": 149, "n_parameters": 16485584} {"train_lr": 0.0010154194251956726, "train_loss": 3.663469670440177, "test_loss": 1.3456885087670702, "test_acc1": 71.87400207824707, "test_acc5": 91.00000241699219, "epoch": 150, "n_parameters": 16485584} {"train_lr": 0.0010049999999999942, "train_loss": 3.664851220058118, "test_loss": 1.5003870472763523, "test_acc1": 71.49400209899902, "test_acc5": 90.72600235229493, "epoch": 151, "n_parameters": 16485584} {"train_lr": 0.0009945805748043264, "train_loss": 3.6696135679976067, "test_loss": 1.3230936256321995, "test_acc1": 71.9660023022461, "test_acc5": 91.02000238708496, "epoch": 152, "n_parameters": 16485584} {"train_lr": 0.0009841622922160565, "train_loss": 3.6473263388724444, "test_loss": 1.4116831629565267, "test_acc1": 71.87400219665527, "test_acc5": 91.00200256103516, "epoch": 153, "n_parameters": 16485584} {"train_lr": 0.0009737462947172524, "train_loss": 3.640454825832785, "test_loss": 1.4338273428606265, "test_acc1": 72.05400262207031, "test_acc5": 90.89800276184081, "epoch": 154, "n_parameters": 16485584} {"train_lr": 0.0009633337245394539, "train_loss": 3.633419802863535, "test_loss": 1.4230202300982042, "test_acc1": 71.9340021862793, "test_acc5": 91.00000243103027, "epoch": 155, "n_parameters": 16485584} {"train_lr": 0.0009529257235382627, "train_loss": 3.648087189685431, "test_loss": 1.3819961927153848, "test_acc1": 71.89200222351074, "test_acc5": 90.97800253662109, "epoch": 156, "n_parameters": 16485584} {"train_lr": 0.0009425234330683488, "train_loss": 3.6321290881513693, "test_loss": 1.3561940789222717, "test_acc1": 72.1640024786377, "test_acc5": 91.0920025164795, "epoch": 157, "n_parameters": 16485584} {"train_lr": 0.000932127993858017, "train_loss": 3.6456749795628585, "test_loss": 1.4242926921808359, "test_acc1": 71.93200226013184, "test_acc5": 90.98800267883301, "epoch": 158, "n_parameters": 16485584} {"train_lr": 0.0009217405458843423, "train_loss": 3.6396191148735064, "test_loss": 1.3306418512806748, "test_acc1": 72.40200264770507, "test_acc5": 91.26600253051758, "epoch": 159, "n_parameters": 16485584} {"train_lr": 0.0009113622282480768, "train_loss": 3.6286558923866155, "test_loss": 1.3443471626801924, "test_acc1": 72.2780025189209, "test_acc5": 91.01200258239746, "epoch": 160, "n_parameters": 16485584} {"train_lr": 0.0009009941790486844, "train_loss": 3.634737333233694, "test_loss": 1.4235875502680286, "test_acc1": 72.61600252990722, "test_acc5": 91.19600273132325, "epoch": 161, "n_parameters": 16485584} {"train_lr": 0.0008906375352596069, "train_loss": 3.616590839114597, "test_loss": 1.4960545427871472, "test_acc1": 72.1340023059082, "test_acc5": 91.01000255371093, "epoch": 162, "n_parameters": 16485584} {"train_lr": 0.0008802934326035345, "train_loss": 3.6123322458575955, "test_loss": 1.3881199052839568, "test_acc1": 72.97800279785156, "test_acc5": 91.44600265808106, "epoch": 163, "n_parameters": 16485584} {"train_lr": 0.0008699630054278556, "train_loss": 3.63489316269267, "test_loss": 1.405692459507422, "test_acc1": 72.53600222045898, "test_acc5": 91.31400280944824, "epoch": 164, "n_parameters": 16485584} {"train_lr": 0.0008596473865804057, "train_loss": 3.625605014016588, "test_loss": 1.3571845058238867, "test_acc1": 72.58600210205078, "test_acc5": 91.25000270080567, "epoch": 165, "n_parameters": 16485584} {"train_lr": 0.0008493477072849649, "train_loss": 3.629977535572555, "test_loss": 1.3726369986931484, "test_acc1": 72.54400229064942, "test_acc5": 91.10400254638672, "epoch": 166, "n_parameters": 16485584} {"train_lr": 0.0008390650970174828, "train_loss": 3.5979668270769736, "test_loss": 1.309334835319808, "test_acc1": 72.79600210449219, "test_acc5": 91.3240029095459, "epoch": 167, "n_parameters": 16485584} {"train_lr": 0.0008288006833820049, "train_loss": 3.588417867819468, "test_loss": 1.393830402782469, "test_acc1": 72.69200249206543, "test_acc5": 91.36600271789551, "epoch": 168, "n_parameters": 16485584} {"train_lr": 0.0008185555919871892, "train_loss": 3.5899612017386824, "test_loss": 1.3637039864605123, "test_acc1": 73.20400248352051, "test_acc5": 91.55200230163574, "epoch": 169, "n_parameters": 16485584} {"train_lr": 0.0008083309463227931, "train_loss": 3.5988119032076127, "test_loss": 1.3723768451900193, "test_acc1": 72.61200262573242, "test_acc5": 91.33200244812012, "epoch": 170, "n_parameters": 16485584} {"train_lr": 0.0007981278676363332, "train_loss": 3.605843152835977, "test_loss": 1.3382510181629297, "test_acc1": 73.0240023449707, "test_acc5": 91.56800254760742, "epoch": 171, "n_parameters": 16485584} {"train_lr": 0.000787947474810457, "train_loss": 3.572791508252291, "test_loss": 1.2843336142373807, "test_acc1": 73.0580023803711, "test_acc5": 91.52200238647461, "epoch": 172, "n_parameters": 16485584} {"train_lr": 0.0007777908842399035, "train_loss": 3.599945867804886, "test_loss": 1.4115540249781175, "test_acc1": 72.73600248413086, "test_acc5": 91.36200236694336, "epoch": 173, "n_parameters": 16485584} {"train_lr": 0.00076765920970933, "train_loss": 3.574375416687448, "test_loss": 1.3490221965493578, "test_acc1": 73.15400217712403, "test_acc5": 91.63000232177734, "epoch": 174, "n_parameters": 16485584} {"train_lr": 0.0007575535622709474, "train_loss": 3.578118627686962, "test_loss": 1.3734416875875357, "test_acc1": 72.97200291442871, "test_acc5": 91.46000260009765, "epoch": 175, "n_parameters": 16485584} {"train_lr": 0.0007474750501229816, "train_loss": 3.58233555529615, "test_loss": 1.3225326434229359, "test_acc1": 73.10800291625976, "test_acc5": 91.7560028515625, "epoch": 176, "n_parameters": 16485584} {"train_lr": 0.0007374247784878159, "train_loss": 3.5694859763510602, "test_loss": 1.3332140256058087, "test_acc1": 73.15400276489258, "test_acc5": 91.51400285278321, "epoch": 177, "n_parameters": 16485584} {"train_lr": 0.0007274038494909853, "train_loss": 3.581114241402212, "test_loss": 1.375705365430225, "test_acc1": 73.54600270629882, "test_acc5": 91.87200234924316, "epoch": 178, "n_parameters": 16485584} {"train_lr": 0.0007174133620402375, "train_loss": 3.557618894784761, "test_loss": 1.331773267550902, "test_acc1": 73.27600222900391, "test_acc5": 91.50400261291504, "epoch": 179, "n_parameters": 16485584} {"train_lr": 0.000707454411705174, "train_loss": 3.5515020788907052, "test_loss": 1.3866333509936477, "test_acc1": 73.38400252197266, "test_acc5": 91.77400266723633, "epoch": 180, "n_parameters": 16485584} {"train_lr": 0.0006975280905969458, "train_loss": 3.5650679798339673, "test_loss": 1.3205275490428463, "test_acc1": 73.45000240234376, "test_acc5": 91.76200248779297, "epoch": 181, "n_parameters": 16485584} {"train_lr": 0.0006876354872484032, "train_loss": 3.5514405830968006, "test_loss": 1.28931015504129, "test_acc1": 73.60000260131837, "test_acc5": 91.84400239562989, "epoch": 182, "n_parameters": 16485584} {"train_lr": 0.0006777776864951224, "train_loss": 3.541078237702044, "test_loss": 1.3376724729032228, "test_acc1": 73.26600255554199, "test_acc5": 91.87000283691407, "epoch": 183, "n_parameters": 16485584} {"train_lr": 0.0006679557693559406, "train_loss": 3.541024267816429, "test_loss": 1.3802780987638417, "test_acc1": 73.37400228088379, "test_acc5": 91.83400246948243, "epoch": 184, "n_parameters": 16485584} {"train_lr": 0.0006581708129147807, "train_loss": 3.533985507216671, "test_loss": 1.2876346084204586, "test_acc1": 73.8660025415039, "test_acc5": 92.00400264160156, "epoch": 185, "n_parameters": 16485584} {"train_lr": 0.0006484238902024427, "train_loss": 3.533193109942664, "test_loss": 1.331656223896778, "test_acc1": 73.8120025946045, "test_acc5": 91.87200257507324, "epoch": 186, "n_parameters": 16485584} {"train_lr": 0.0006387160700787324, "train_loss": 3.5486021178612988, "test_loss": 1.3098341944542797, "test_acc1": 73.48400227294921, "test_acc5": 91.66000250976562, "epoch": 187, "n_parameters": 16485584} {"train_lr": 0.0006290484171156341, "train_loss": 3.527160392533675, "test_loss": 1.3393228568814017, "test_acc1": 73.68600248046874, "test_acc5": 91.84000257263183, "epoch": 188, "n_parameters": 16485584} {"train_lr": 0.000619421991480156, "train_loss": 3.5096614383679214, "test_loss": 1.3467300778085536, "test_acc1": 73.75600229553223, "test_acc5": 91.87600275634766, "epoch": 189, "n_parameters": 16485584} {"train_lr": 0.0006098378488184041, "train_loss": 3.5230135700399643, "test_loss": 1.2650717465263424, "test_acc1": 74.25600244567872, "test_acc5": 92.1600027935791, "epoch": 190, "n_parameters": 16485584} {"train_lr": 0.0006002970401395667, "train_loss": 3.5107142194855414, "test_loss": 1.3303824428356055, "test_acc1": 74.08600280639648, "test_acc5": 92.10800275756836, "epoch": 191, "n_parameters": 16485584} {"train_lr": 0.0005908006117009122, "train_loss": 3.5189057860633643, "test_loss": 1.3225918037421776, "test_acc1": 73.7540023199463, "test_acc5": 91.84800254455567, "epoch": 192, "n_parameters": 16485584} {"train_lr": 0.0005813496048927556, "train_loss": 3.5031512008487082, "test_loss": 1.3815004193421565, "test_acc1": 73.96200257080078, "test_acc5": 92.16000263977051, "epoch": 193, "n_parameters": 16485584} {"train_lr": 0.000571945056124538, "train_loss": 3.4814633955772547, "test_loss": 1.3641444769772617, "test_acc1": 74.23600257507324, "test_acc5": 92.12400257751464, "epoch": 194, "n_parameters": 16485584} {"train_lr": 0.0005625879967110111, "train_loss": 3.49457230878105, "test_loss": 1.3290419226342982, "test_acc1": 74.17600244018554, "test_acc5": 92.23400277404785, "epoch": 195, "n_parameters": 16485584} {"train_lr": 0.000553279452759151, "train_loss": 3.4898378029048778, "test_loss": 1.2618339797764113, "test_acc1": 74.14600233642578, "test_acc5": 92.1920022845459, "epoch": 196, "n_parameters": 16485584} {"train_lr": 0.000544020445055746, "train_loss": 3.493912124471794, "test_loss": 1.3401315221280763, "test_acc1": 74.23800233947753, "test_acc5": 92.06000273132324, "epoch": 197, "n_parameters": 16485584} {"train_lr": 0.0005348119889552969, "train_loss": 3.494692562438315, "test_loss": 1.2994899700085323, "test_acc1": 74.20600239013672, "test_acc5": 92.20000247741699, "epoch": 198, "n_parameters": 16485584} {"train_lr": 0.0005256550942687951, "train_loss": 3.4782023241194033, "test_loss": 1.282270645101865, "test_acc1": 74.6460023638916, "test_acc5": 92.31800261230468, "epoch": 199, "n_parameters": 16485584} {"train_lr": 0.0005165507651529303, "train_loss": 3.482946192951416, "test_loss": 1.437568739959688, "test_acc1": 74.43000234375, "test_acc5": 92.21000215576171, "epoch": 200, "n_parameters": 16485584} {"train_lr": 0.0005074999999999948, "train_loss": 3.477532017716973, "test_loss": 1.3377264620679798, "test_acc1": 74.30400269104004, "test_acc5": 92.13200236938476, "epoch": 201, "n_parameters": 16485584} {"train_lr": 0.0004985037913283869, "train_loss": 3.4625138890781373, "test_loss": 1.214028069918806, "test_acc1": 74.74400275695801, "test_acc5": 92.49000253295898, "epoch": 202, "n_parameters": 16485584} {"train_lr": 0.0004895631256737284, "train_loss": 3.4740769673499177, "test_loss": 1.2680182050574909, "test_acc1": 74.70800243469239, "test_acc5": 92.28400257873535, "epoch": 203, "n_parameters": 16485584} {"train_lr": 0.0004806789834808088, "train_loss": 3.466693854541611, "test_loss": 1.2744537063620307, "test_acc1": 75.00400247375488, "test_acc5": 92.45000273376465, "epoch": 204, "n_parameters": 16485584} {"train_lr": 0.00047185233899589926, "train_loss": 3.4632512711935477, "test_loss": 1.2125389846888455, "test_acc1": 75.06800235534668, "test_acc5": 92.64000212646485, "epoch": 205, "n_parameters": 16485584} {"train_lr": 0.0004630841601600537, "train_loss": 3.4506318765959674, "test_loss": 1.2668449512936852, "test_acc1": 75.03000223205566, "test_acc5": 92.57600262634277, "epoch": 206, "n_parameters": 16485584} {"train_lr": 0.00045437540850286774, "train_loss": 3.4525370810576956, "test_loss": 1.240306841153087, "test_acc1": 74.9180024798584, "test_acc5": 92.66200232421875, "epoch": 207, "n_parameters": 16485584} {"train_lr": 0.00044572703903712323, "train_loss": 3.4393548894700388, "test_loss": 1.24082007281708, "test_acc1": 75.04000254455566, "test_acc5": 92.60800223510742, "epoch": 208, "n_parameters": 16485584} {"train_lr": 0.0004371400001539953, "train_loss": 3.4345188504643294, "test_loss": 1.2287020019509576, "test_acc1": 74.78800245483399, "test_acc5": 92.5740024420166, "epoch": 209, "n_parameters": 16485584} {"train_lr": 0.0004286152335190424, "train_loss": 3.449050214150541, "test_loss": 1.2487766223423409, "test_acc1": 75.25000247680664, "test_acc5": 92.62800253112793, "epoch": 210, "n_parameters": 16485584} {"train_lr": 0.000420153673968981, "train_loss": 3.432796124788783, "test_loss": 1.3444274907762355, "test_acc1": 74.82600226928712, "test_acc5": 92.4120022644043, "epoch": 211, "n_parameters": 16485584} {"train_lr": 0.0004117562494092057, "train_loss": 3.4218910761254966, "test_loss": 1.2031716803709667, "test_acc1": 75.32800241271973, "test_acc5": 92.72000260864257, "epoch": 212, "n_parameters": 16485584} {"train_lr": 0.00040342388071194763, "train_loss": 3.425891231218402, "test_loss": 1.22161496498368, "test_acc1": 75.31800281860352, "test_acc5": 92.82400242736816, "epoch": 213, "n_parameters": 16485584} {"train_lr": 0.0003951574816152834, "train_loss": 3.423031576793733, "test_loss": 1.2432826355551228, "test_acc1": 75.21200263549805, "test_acc5": 92.704002734375, "epoch": 214, "n_parameters": 16485584} {"train_lr": 0.000386957958623088, "train_loss": 3.430436605601002, "test_loss": 1.2211545692248778, "test_acc1": 75.3360022668457, "test_acc5": 92.6500027947998, "epoch": 215, "n_parameters": 16485584} {"train_lr": 0.00037882621090540595, "train_loss": 3.4113906646708694, "test_loss": 1.3003828633915295, "test_acc1": 75.22400246337891, "test_acc5": 92.83600215270997, "epoch": 216, "n_parameters": 16485584} {"train_lr": 0.00037076313020005785, "train_loss": 3.413294472520967, "test_loss": 1.3108657052119572, "test_acc1": 75.27600256591796, "test_acc5": 92.87200239257812, "epoch": 217, "n_parameters": 16485584} {"train_lr": 0.00036276960071467357, "train_loss": 3.405259823770546, "test_loss": 1.2914772941307588, "test_acc1": 75.49400253601074, "test_acc5": 92.70600264831543, "epoch": 218, "n_parameters": 16485584} {"train_lr": 0.0003548464990298402, "train_loss": 3.406003940877297, "test_loss": 1.3021218013582807, "test_acc1": 75.59000247192382, "test_acc5": 92.77800259765625, "epoch": 219, "n_parameters": 16485584} {"train_lr": 0.00034699469400295937, "train_loss": 3.4052373274958296, "test_loss": 1.3197121344732516, "test_acc1": 75.25000261108399, "test_acc5": 92.66200282531739, "epoch": 220, "n_parameters": 16485584} {"train_lr": 0.00033921504667294326, "train_loss": 3.3824047420998746, "test_loss": 1.2385056411678141, "test_acc1": 75.5820025390625, "test_acc5": 92.90000278625489, "epoch": 221, "n_parameters": 16485584} {"train_lr": 0.00033150841016575726, "train_loss": 3.3869665456142166, "test_loss": 1.1881615063457778, "test_acc1": 75.79000246276856, "test_acc5": 92.9220024786377, "epoch": 222, "n_parameters": 16485584} {"train_lr": 0.00032387562960095584, "train_loss": 3.3741589288393277, "test_loss": 1.2583015750754962, "test_acc1": 75.82200239685059, "test_acc5": 92.94400254821777, "epoch": 223, "n_parameters": 16485584} {"train_lr": 0.000316317541998952, "train_loss": 3.382534716864951, "test_loss": 1.2068512665502953, "test_acc1": 75.90400250671387, "test_acc5": 92.94200242858886, "epoch": 224, "n_parameters": 16485584} {"train_lr": 0.0003088349761892061, "train_loss": 3.3665333928869403, "test_loss": 1.2613167988531517, "test_acc1": 75.9480025189209, "test_acc5": 92.8900026373291, "epoch": 225, "n_parameters": 16485584} {"train_lr": 0.0003014287527193804, "train_loss": 3.38388488797261, "test_loss": 1.2383141973705003, "test_acc1": 76.01000258422852, "test_acc5": 92.99800227355956, "epoch": 226, "n_parameters": 16485584} {"train_lr": 0.000294099683765366, "train_loss": 3.3643262833952425, "test_loss": 1.1536430441068881, "test_acc1": 76.09800250305176, "test_acc5": 93.11200272033692, "epoch": 227, "n_parameters": 16485584} {"train_lr": 0.00028684857304212387, "train_loss": 3.3743109507955236, "test_loss": 1.15133932548942, "test_acc1": 76.23600223937989, "test_acc5": 93.24800240051269, "epoch": 228, "n_parameters": 16485584} {"train_lr": 0.0002796762157156927, "train_loss": 3.35053330435932, "test_loss": 1.1860439605785138, "test_acc1": 76.30400241821289, "test_acc5": 93.17400219360351, "epoch": 229, "n_parameters": 16485584} {"train_lr": 0.0002725833983158693, "train_loss": 3.3370839270899335, "test_loss": 1.286627652518677, "test_acc1": 76.1860026019287, "test_acc5": 93.0480025390625, "epoch": 230, "n_parameters": 16485584} {"train_lr": 0.00026557089864998566, "train_loss": 3.3460011142525645, "test_loss": 1.3248815274599828, "test_acc1": 76.1360024243164, "test_acc5": 92.97600268432618, "epoch": 231, "n_parameters": 16485584} {"train_lr": 0.0002586394857176932, "train_loss": 3.341686297163403, "test_loss": 1.3243821331045844, "test_acc1": 76.04800228149413, "test_acc5": 92.92600270385742, "epoch": 232, "n_parameters": 16485584} {"train_lr": 0.0002517899196265048, "train_loss": 3.360294613811514, "test_loss": 1.2696666852994398, "test_acc1": 76.28800244262695, "test_acc5": 93.11200244934082, "epoch": 233, "n_parameters": 16485584} {"train_lr": 0.00024502295150852677, "train_loss": 3.349768880936358, "test_loss": 1.2434820912101052, "test_acc1": 76.52600243164062, "test_acc5": 93.19200256713867, "epoch": 234, "n_parameters": 16485584} {"train_lr": 0.00023833932343808706, "train_loss": 3.338832529447824, "test_loss": 1.2202585795612046, "test_acc1": 76.66200239440919, "test_acc5": 93.28200273498535, "epoch": 235, "n_parameters": 16485584} {"train_lr": 0.00023173976835031383, "train_loss": 3.336356386601877, "test_loss": 1.1781954494389622, "test_acc1": 76.51400270812988, "test_acc5": 93.35000238220215, "epoch": 236, "n_parameters": 16485584} {"train_lr": 0.00022522500996078677, "train_loss": 3.3203189656507672, "test_loss": 1.252779288273869, "test_acc1": 76.6200026348877, "test_acc5": 93.20400266845704, "epoch": 237, "n_parameters": 16485584} {"train_lr": 0.0002187957626861862, "train_loss": 3.325854411537794, "test_loss": 1.208931529160702, "test_acc1": 76.44800246887208, "test_acc5": 93.41600262268067, "epoch": 238, "n_parameters": 16485584} {"train_lr": 0.00021245273156592372, "train_loss": 3.3276609490863045, "test_loss": 1.2397005038731026, "test_acc1": 76.48000245666503, "test_acc5": 93.21200238037109, "epoch": 239, "n_parameters": 16485584} {"train_lr": 0.00020619661218484483, "train_loss": 3.3167346417427446, "test_loss": 1.1709837263280696, "test_acc1": 76.6020027178955, "test_acc5": 93.29000252563476, "epoch": 240, "n_parameters": 16485584} {"train_lr": 0.00020002809059693196, "train_loss": 3.3055141024309385, "test_loss": 1.2525412196462804, "test_acc1": 76.70600238952636, "test_acc5": 93.31200241577149, "epoch": 241, "n_parameters": 16485584} {"train_lr": 0.00019394784325008614, "train_loss": 3.300493727556521, "test_loss": 1.1740094581336686, "test_acc1": 76.79800241210937, "test_acc5": 93.34000241943359, "epoch": 242, "n_parameters": 16485584} {"train_lr": 0.0001879565369119692, "train_loss": 3.2933216954735545, "test_loss": 1.1734600618030087, "test_acc1": 76.96600250915527, "test_acc5": 93.38800268005372, "epoch": 243, "n_parameters": 16485584} {"train_lr": 0.0001820548285968152, "train_loss": 3.3000745152016813, "test_loss": 1.1536312717379946, "test_acc1": 77.00000265991211, "test_acc5": 93.57400255065917, "epoch": 244, "n_parameters": 16485584} {"train_lr": 0.00017624336549345503, "train_loss": 3.2798328130460566, "test_loss": 1.1889432217135574, "test_acc1": 76.83600217224121, "test_acc5": 93.51400273254394, "epoch": 245, "n_parameters": 16485584} {"train_lr": 0.00017052278489430097, "train_loss": 3.2870246988596867, "test_loss": 1.2300721790754434, "test_acc1": 76.98800236694336, "test_acc5": 93.47400267028809, "epoch": 246, "n_parameters": 16485584} {"train_lr": 0.00016489371412549964, "train_loss": 3.286413000022574, "test_loss": 1.1637159996863566, "test_acc1": 76.99400235107422, "test_acc5": 93.47400258972168, "epoch": 247, "n_parameters": 16485584} {"train_lr": 0.00015935677047806973, "train_loss": 3.293744402013713, "test_loss": 1.167102057373885, "test_acc1": 77.07200252624511, "test_acc5": 93.66200243652344, "epoch": 248, "n_parameters": 16485584} {"train_lr": 0.00015391256114029845, "train_loss": 3.276940471739125, "test_loss": 1.1639047481796958, "test_acc1": 77.07600251953124, "test_acc5": 93.63000255310058, "epoch": 249, "n_parameters": 16485584} {"train_lr": 0.00014856168313107318, "train_loss": 3.27665315209914, "test_loss": 1.1608061519536106, "test_acc1": 77.1200026776123, "test_acc5": 93.50000244689942, "epoch": 250, "n_parameters": 16485584} {"train_lr": 0.00014330472323448312, "train_loss": 3.258670912443591, "test_loss": 1.1635492963321281, "test_acc1": 76.98400264831542, "test_acc5": 93.54200269348145, "epoch": 251, "n_parameters": 16485584} {"train_lr": 0.0001381422579354107, "train_loss": 3.270508855676575, "test_loss": 1.2159317596392198, "test_acc1": 77.26000233337402, "test_acc5": 93.63000281799316, "epoch": 252, "n_parameters": 16485584} {"train_lr": 0.0001330748533563583, "train_loss": 3.2552850777677875, "test_loss": 1.143042415380478, "test_acc1": 77.46800257141113, "test_acc5": 93.71200260742188, "epoch": 253, "n_parameters": 16485584} {"train_lr": 0.00012810306519533694, "train_loss": 3.2447869963020826, "test_loss": 1.1760839278047734, "test_acc1": 77.20200251159667, "test_acc5": 93.67400240051269, "epoch": 254, "n_parameters": 16485584} {"train_lr": 0.00012322743866494126, "train_loss": 3.2522973230512116, "test_loss": 1.2261418307369405, "test_acc1": 77.198002734375, "test_acc5": 93.63600234313965, "epoch": 255, "n_parameters": 16485584} {"train_lr": 0.00011844850843257583, "train_loss": 3.24630433268589, "test_loss": 1.173812668431889, "test_acc1": 77.40800224731446, "test_acc5": 93.65000216003418, "epoch": 256, "n_parameters": 16485584} {"train_lr": 0.00011376679856178666, "train_loss": 3.253015795414396, "test_loss": 1.153465642622023, "test_acc1": 77.38800243103027, "test_acc5": 93.72400295471192, "epoch": 257, "n_parameters": 16485584} {"train_lr": 0.00010918282245481492, "train_loss": 3.240917476461374, "test_loss": 1.1722699268297716, "test_acc1": 77.39200231079101, "test_acc5": 93.77000242248535, "epoch": 258, "n_parameters": 16485584} {"train_lr": 0.00010469708279631207, "train_loss": 3.2387267466214635, "test_loss": 1.144348734255993, "test_acc1": 77.45800252502441, "test_acc5": 93.74600267089843, "epoch": 259, "n_parameters": 16485584} {"train_lr": 0.00010031007149816415, "train_loss": 3.2448995362082833, "test_loss": 1.1059387809399404, "test_acc1": 77.47800252563476, "test_acc5": 93.76400259216308, "epoch": 260, "n_parameters": 16485584} {"train_lr": 9.602226964561254e-05, "train_loss": 3.248495199816595, "test_loss": 1.1729402885292515, "test_acc1": 77.54400240661622, "test_acc5": 93.74800252624512, "epoch": 261, "n_parameters": 16485584} {"train_lr": 9.183414744444096e-05, "train_loss": 3.2323304532433776, "test_loss": 1.164307455221812, "test_acc1": 77.60800214904785, "test_acc5": 93.79600260498047, "epoch": 262, "n_parameters": 16485584} {"train_lr": 8.774616416944161e-05, "train_loss": 3.2311351684024103, "test_loss": 1.184948067321922, "test_acc1": 77.70800275695801, "test_acc5": 93.80000277404785, "epoch": 263, "n_parameters": 16485584} {"train_lr": 8.37587681140576e-05, "train_loss": 3.213725883731072, "test_loss": 1.219556281512434, "test_acc1": 77.65200251831055, "test_acc5": 93.78400225769043, "epoch": 264, "n_parameters": 16485584} {"train_lr": 7.987239654118778e-05, "train_loss": 3.2335984204694044, "test_loss": 1.1360953689524622, "test_acc1": 77.7560022479248, "test_acc5": 93.82800235534668, "epoch": 265, "n_parameters": 16485584} {"train_lr": 7.608747563528369e-05, "train_loss": 3.2253955814192334, "test_loss": 1.1711234680630944, "test_acc1": 77.68400234497071, "test_acc5": 93.75000264038086, "epoch": 266, "n_parameters": 16485584} {"train_lr": 7.240442045557008e-05, "train_loss": 3.219523681296433, "test_loss": 1.1449088029789203, "test_acc1": 77.84400256469726, "test_acc5": 93.91800253295898, "epoch": 267, "n_parameters": 16485584} {"train_lr": 6.882363489054739e-05, "train_loss": 3.2215170338571215, "test_loss": 1.21462385040341, "test_acc1": 77.78400266540527, "test_acc5": 93.83800260314942, "epoch": 268, "n_parameters": 16485584} {"train_lr": 6.534551161370524e-05, "train_loss": 3.2078562094439134, "test_loss": 1.20436650966153, "test_acc1": 77.57600248840332, "test_acc5": 93.76600266967773, "epoch": 269, "n_parameters": 16485584} {"train_lr": 6.197043204046283e-05, "train_loss": 3.2189001334513976, "test_loss": 1.2166023913658026, "test_acc1": 77.82200232849121, "test_acc5": 93.81000264831543, "epoch": 270, "n_parameters": 16485584} {"train_lr": 5.8698766286322e-05, "train_loss": 3.20009339336964, "test_loss": 1.1634278238722773, "test_acc1": 77.98000266052246, "test_acc5": 93.87800249328613, "epoch": 271, "n_parameters": 16485584} {"train_lr": 5.553087312630515e-05, "train_loss": 3.20923187256717, "test_loss": 1.122037413445386, "test_acc1": 77.96200260986328, "test_acc5": 93.93400247192383, "epoch": 272, "n_parameters": 16485584} {"train_lr": 5.246709995559324e-05, "train_loss": 3.210337176668844, "test_loss": 1.2276801552736398, "test_acc1": 77.72600230041503, "test_acc5": 93.84200279052735, "epoch": 273, "n_parameters": 16485584} {"train_lr": 4.950778275144282e-05, "train_loss": 3.2131451208480923, "test_loss": 1.1458521440173641, "test_acc1": 77.98200238464355, "test_acc5": 94.01400269287109, "epoch": 274, "n_parameters": 16485584} {"train_lr": 4.6653246036330756e-05, "train_loss": 3.1973723823980365, "test_loss": 1.1076210217945504, "test_acc1": 78.11200249084473, "test_acc5": 94.01600259460449, "epoch": 275, "n_parameters": 16485584} {"train_lr": 4.3903802842375774e-05, "train_loss": 3.1970033775940596, "test_loss": 1.0942104914874742, "test_acc1": 78.11400227355956, "test_acc5": 93.95200269836425, "epoch": 276, "n_parameters": 16485584} {"train_lr": 4.1259754677011786e-05, "train_loss": 3.2088369579671574, "test_loss": 1.1326262083920566, "test_acc1": 78.09800274902344, "test_acc5": 93.9880024255371, "epoch": 277, "n_parameters": 16485584} {"train_lr": 3.872139148991317e-05, "train_loss": 3.199232802878943, "test_loss": 1.1190083505529347, "test_acc1": 78.08600288024903, "test_acc5": 94.01200292236328, "epoch": 278, "n_parameters": 16485584} {"train_lr": 3.628899164120447e-05, "train_loss": 3.1796383696446697, "test_loss": 1.1372347690842368, "test_acc1": 78.11200274353027, "test_acc5": 93.99600247863769, "epoch": 279, "n_parameters": 16485584} {"train_lr": 3.396282187094542e-05, "train_loss": 3.179801093207465, "test_loss": 1.1649892867514582, "test_acc1": 78.06000265930176, "test_acc5": 94.02600256958007, "epoch": 280, "n_parameters": 16485584} {"train_lr": 3.174313726986302e-05, "train_loss": 3.1849843678142813, "test_loss": 1.2271598839398585, "test_acc1": 77.77200241271973, "test_acc5": 93.78800271972656, "epoch": 281, "n_parameters": 16485584} {"train_lr": 2.9630181251387e-05, "train_loss": 3.186568853594988, "test_loss": 1.1829394526553876, "test_acc1": 78.14000249816894, "test_acc5": 93.96800238037109, "epoch": 282, "n_parameters": 16485584} {"train_lr": 2.7624185524954176e-05, "train_loss": 3.1835183943156524, "test_loss": 1.1720774977496176, "test_acc1": 77.99400258239746, "test_acc5": 93.95400282409668, "epoch": 283, "n_parameters": 16485584} {"train_lr": 2.572537007060402e-05, "train_loss": 3.1717236293353244, "test_loss": 1.1248320783629562, "test_acc1": 78.16000289489746, "test_acc5": 94.0200027130127, "epoch": 284, "n_parameters": 16485584} {"train_lr": 2.3933943114847106e-05, "train_loss": 3.178348684530083, "test_loss": 1.1570652483990698, "test_acc1": 78.1380023059082, "test_acc5": 93.97800253723145, "epoch": 285, "n_parameters": 16485584} {"train_lr": 2.2250101107838575e-05, "train_loss": 3.1851726482621583, "test_loss": 1.1745192828503521, "test_acc1": 78.25400259338379, "test_acc5": 94.04200259521484, "epoch": 286, "n_parameters": 16485584} {"train_lr": 2.0674028701827155e-05, "train_loss": 3.171012555190223, "test_loss": 1.1702552460359805, "test_acc1": 78.15200265563965, "test_acc5": 94.03000247192382, "epoch": 287, "n_parameters": 16485584} {"train_lr": 1.9205898730913854e-05, "train_loss": 3.175149889110471, "test_loss": 1.1503422851815368, "test_acc1": 78.0360026348877, "test_acc5": 93.96400293457032, "epoch": 288, "n_parameters": 16485584} {"train_lr": 1.7845872192095012e-05, "train_loss": 3.1761134325695646, "test_loss": 1.145801160823215, "test_acc1": 78.16000229309083, "test_acc5": 94.06400262878418, "epoch": 289, "n_parameters": 16485584} {"train_lr": 1.659409822760516e-05, "train_loss": 3.1664139124796353, "test_loss": 1.1198281379360142, "test_acc1": 78.0980025793457, "test_acc5": 94.1160028302002, "epoch": 290, "n_parameters": 16485584} {"train_lr": 1.545071410856787e-05, "train_loss": 3.1729672231691346, "test_loss": 1.1874541107452277, "test_acc1": 78.0760024951172, "test_acc5": 94.00000287597656, "epoch": 291, "n_parameters": 16485584} {"train_lr": 1.4415845219935669e-05, "train_loss": 3.1708209559881237, "test_loss": 1.1086551190325709, "test_acc1": 78.17000240539551, "test_acc5": 94.05600286865234, "epoch": 292, "n_parameters": 16485584} {"train_lr": 1.3489605046743441e-05, "train_loss": 3.1503838112028384, "test_loss": 1.0815824590849155, "test_acc1": 78.24800253662109, "test_acc5": 94.07200235473633, "epoch": 293, "n_parameters": 16485584} {"train_lr": 1.267209516166461e-05, "train_loss": 3.1571507263574285, "test_loss": 1.1490480100566691, "test_acc1": 78.12000248779297, "test_acc5": 94.09400234191895, "epoch": 294, "n_parameters": 16485584} {"train_lr": 1.1963405213869678e-05, "train_loss": 3.175494031082812, "test_loss": 1.0965849820411566, "test_acc1": 78.16800279663086, "test_acc5": 94.07800266784668, "epoch": 295, "n_parameters": 16485584} {"train_lr": 1.1363612919198826e-05, "train_loss": 3.1723495195094915, "test_loss": 1.1577163144494549, "test_acc1": 78.19000254516601, "test_acc5": 94.0540025567627, "epoch": 296, "n_parameters": 16485584} {"train_lr": 1.0872784051636047e-05, "train_loss": 3.173619368284059, "test_loss": 1.1205772044080677, "test_acc1": 78.25200270385743, "test_acc5": 94.07000255004883, "epoch": 297, "n_parameters": 16485584} {"train_lr": 1.0490972436097075e-05, "train_loss": 3.1606028065454663, "test_loss": 1.0991919284517115, "test_acc1": 78.33000247558594, "test_acc5": 94.11600224426269, "epoch": 298, "n_parameters": 16485584} {"train_lr": 1.0218219942528799e-05, "train_loss": 3.172589362263203, "test_loss": 1.2035219994458286, "test_acc1": 78.13000252319335, "test_acc5": 94.00600225158692, "epoch": 299, "n_parameters": 16485584}