{"train_lr": 9.999999999999953e-07, "train_loss": 6.960770092517447, "test_loss": 6.90005120066286, "test_acc1": 0.12400000717163086, "test_acc5": 0.6460000296020508, "epoch": 0, "n_parameters": 6313976} {"train_lr": 9.999999999999953e-07, "train_loss": 6.929042669508955, "test_loss": 6.883116780346587, "test_acc1": 0.17400000915527344, "test_acc5": 0.8300000376892089, "epoch": 1, "n_parameters": 6313976} {"train_lr": 0.0004007999999999919, "train_loss": 6.6305537685978235, "test_loss": 5.847252121408477, "test_acc1": 4.600000144958496, "test_acc5": 14.954000366821289, "epoch": 2, "n_parameters": 6313976} {"train_lr": 0.0008006000000000176, "train_loss": 6.222567859408762, "test_loss": 4.922497969547301, "test_acc1": 12.088000361328126, "test_acc5": 30.058000888671874, "epoch": 3, "n_parameters": 6313976} {"train_lr": 0.0012004000000000285, "train_loss": 5.826365149278435, "test_loss": 4.225181366651113, "test_acc1": 19.932000590820312, "test_acc5": 42.85800116699219, "epoch": 4, "n_parameters": 6313976} {"train_lr": 0.0016001999999999824, "train_loss": 5.4429765309837705, "test_loss": 3.5462243829974693, "test_acc1": 29.410000895996095, "test_acc5": 55.150001586914065, "epoch": 5, "n_parameters": 6313976} {"train_lr": 0.0019986363870807653, "train_loss": 5.018982923240494, "test_loss": 2.9531154068371723, "test_acc1": 38.57400112304688, "test_acc5": 65.35800189453126, "epoch": 6, "n_parameters": 6313976} {"train_lr": 0.0019980365947861213, "train_loss": 4.5855490174606075, "test_loss": 2.5350307945076747, "test_acc1": 45.55800129394531, "test_acc5": 71.54800208984375, "epoch": 7, "n_parameters": 6313976} {"train_lr": 0.0019973279048383337, "train_loss": 4.270477825026814, "test_loss": 2.2527055867755688, "test_acc1": 50.114001484375, "test_acc5": 75.61800244140625, "epoch": 8, "n_parameters": 6313976} {"train_lr": 0.0019965103949532445, "train_loss": 4.045051258340251, "test_loss": 2.0888055035176167, "test_acc1": 53.34200145996094, "test_acc5": 77.95200278320313, "epoch": 9, "n_parameters": 6313976} {"train_lr": 0.0019955841547800715, "train_loss": 3.875641892758681, "test_loss": 1.9465914145680785, "test_acc1": 55.9240016796875, "test_acc5": 79.8940023046875, "epoch": 10, "n_parameters": 6313976} {"train_lr": 0.0019945492858914116, "train_loss": 3.746362634890562, "test_loss": 1.8409520182900756, "test_acc1": 58.038001748046874, "test_acc5": 81.61000251953125, "epoch": 11, "n_parameters": 6313976} {"train_lr": 0.0019934059017723614, "train_loss": 3.6668205593320295, "test_loss": 1.7659275113171293, "test_acc1": 59.51400188476563, "test_acc5": 82.43800298828126, "epoch": 12, "n_parameters": 6313976} {"train_lr": 0.0019921541278078774, "train_loss": 3.5763028152555014, "test_loss": 1.7083874708823574, "test_acc1": 60.32000166015625, "test_acc5": 83.44200265625, "epoch": 13, "n_parameters": 6313976} {"train_lr": 0.0019907941012690692, "train_loss": 3.5196500476792183, "test_loss": 1.6594650176645236, "test_acc1": 61.58800166992187, "test_acc5": 84.25000255859375, "epoch": 14, "n_parameters": 6313976} {"train_lr": 0.0019893259712981484, "train_loss": 3.460183814513407, "test_loss": 1.623286977979063, "test_acc1": 62.674001806640625, "test_acc5": 84.61600234375, "epoch": 15, "n_parameters": 6313976} {"train_lr": 0.0019877498988920997, "train_loss": 3.4111328589544594, "test_loss": 1.588243599156387, "test_acc1": 63.09400178710938, "test_acc5": 85.0780023828125, "epoch": 16, "n_parameters": 6313976} {"train_lr": 0.0019860660568851683, "train_loss": 3.3814147546422855, "test_loss": 1.5814176652267689, "test_acc1": 63.66400173828125, "test_acc5": 85.350002265625, "epoch": 17, "n_parameters": 6313976} {"train_lr": 0.0019842746299293954, "train_loss": 3.336930888591053, "test_loss": 1.5204545446024595, "test_acc1": 64.43400166992187, "test_acc5": 86.0140022265625, "epoch": 18, "n_parameters": 6313976} {"train_lr": 0.0019823758144750267, "train_loss": 3.3074895794824255, "test_loss": 1.5423936591348575, "test_acc1": 64.040002265625, "test_acc5": 85.834002890625, "epoch": 19, "n_parameters": 6313976} {"train_lr": 0.0019803698187486067, "train_loss": 3.2727005917200747, "test_loss": 1.4805370030057339, "test_acc1": 65.33800212890625, "test_acc5": 86.58000216796874, "epoch": 20, "n_parameters": 6313976} {"train_lr": 0.0019782568627301467, "train_loss": 3.2470903149325783, "test_loss": 1.4547130217533986, "test_acc1": 65.99600186523438, "test_acc5": 86.88200251953126, "epoch": 21, "n_parameters": 6313976} {"train_lr": 0.0019760371781290314, "train_loss": 3.2221834697692895, "test_loss": 1.4562983417328987, "test_acc1": 65.55200189453124, "test_acc5": 86.7760025390625, "epoch": 22, "n_parameters": 6313976} {"train_lr": 0.001973711008358824, "train_loss": 3.1979455412815896, "test_loss": 1.434121448802584, "test_acc1": 66.5340018359375, "test_acc5": 87.03800236328125, "epoch": 23, "n_parameters": 6313976} {"train_lr": 0.0019712786085100717, "train_loss": 3.195386223941684, "test_loss": 1.433681545821765, "test_acc1": 66.23400213867187, "test_acc5": 87.252002421875, "epoch": 24, "n_parameters": 6313976} {"train_lr": 0.001968740245323006, "train_loss": 3.1715274395273743, "test_loss": 1.4166098207462834, "test_acc1": 66.71600194335937, "test_acc5": 87.34000271484375, "epoch": 25, "n_parameters": 6313976} {"train_lr": 0.0019660961971576653, "train_loss": 3.154776492231279, "test_loss": 1.4057410181933687, "test_acc1": 66.92200206054687, "test_acc5": 87.596002421875, "epoch": 26, "n_parameters": 6313976} {"train_lr": 0.001963346753963693, "train_loss": 3.1284171812158883, "test_loss": 1.3867387739756636, "test_acc1": 67.28800208007813, "test_acc5": 87.756002578125, "epoch": 27, "n_parameters": 6313976} {"train_lr": 0.001960492217248555, "train_loss": 3.1100652992820663, "test_loss": 1.4032610777680201, "test_acc1": 67.11800196289063, "test_acc5": 87.78400291015625, "epoch": 28, "n_parameters": 6313976} {"train_lr": 0.001957532900044387, "train_loss": 3.1009701538286047, "test_loss": 1.3761884003650142, "test_acc1": 67.530001953125, "test_acc5": 87.860002421875, "epoch": 29, "n_parameters": 6313976} {"train_lr": 0.001954469126873758, "train_loss": 3.082344007887524, "test_loss": 1.3614142154919282, "test_acc1": 67.80800219726562, "test_acc5": 88.108002421875, "epoch": 30, "n_parameters": 6313976} {"train_lr": 0.0019513012337137013, "train_loss": 3.0813843950474387, "test_loss": 1.3414463748913685, "test_acc1": 68.07600225585938, "test_acc5": 88.182002578125, "epoch": 31, "n_parameters": 6313976} {"train_lr": 0.0019480295679595498, "train_loss": 3.0711867515322306, "test_loss": 1.3593853907730744, "test_acc1": 68.08600200195312, "test_acc5": 88.32600271484375, "epoch": 32, "n_parameters": 6313976} {"train_lr": 0.001944654488386279, "train_loss": 3.049698629587007, "test_loss": 1.3380879680163988, "test_acc1": 68.29000192382813, "test_acc5": 88.4640028515625, "epoch": 33, "n_parameters": 6313976} {"train_lr": 0.0019411763651094522, "train_loss": 3.04694789366947, "test_loss": 1.3424653233462618, "test_acc1": 68.19800186523437, "test_acc5": 88.47400271484375, "epoch": 34, "n_parameters": 6313976} {"train_lr": 0.0019375955795444654, "train_loss": 3.039503144226867, "test_loss": 1.3322955470048745, "test_acc1": 68.44400196289062, "test_acc5": 88.5940023046875, "epoch": 35, "n_parameters": 6313976} {"train_lr": 0.0019339125243647028, "train_loss": 3.030310047354153, "test_loss": 1.338626372905178, "test_acc1": 68.626001953125, "test_acc5": 88.55200251953126, "epoch": 36, "n_parameters": 6313976} {"train_lr": 0.0019301276034588161, "train_loss": 3.0209064536529193, "test_loss": 1.3183129275118122, "test_acc1": 68.77000209960937, "test_acc5": 88.810002421875, "epoch": 37, "n_parameters": 6313976} {"train_lr": 0.0019262412318859438, "train_loss": 3.0152909734266267, "test_loss": 1.3096163691455172, "test_acc1": 68.556002265625, "test_acc5": 88.83000203125, "epoch": 38, "n_parameters": 6313976} {"train_lr": 0.0019222538358305567, "train_loss": 3.003032478711588, "test_loss": 1.303644311792068, "test_acc1": 69.09800193359375, "test_acc5": 88.74200251953125, "epoch": 39, "n_parameters": 6313976} {"train_lr": 0.001918165852555554, "train_loss": 2.9870941544608245, "test_loss": 1.302760972548987, "test_acc1": 69.2620023046875, "test_acc5": 88.8020025390625, "epoch": 40, "n_parameters": 6313976} {"train_lr": 0.0019139777303543704, "train_loss": 2.9938905042805355, "test_loss": 1.31326411653111, "test_acc1": 69.098002109375, "test_acc5": 88.688002578125, "epoch": 41, "n_parameters": 6313976} {"train_lr": 0.0019096899285018238, "train_loss": 2.9790092411754037, "test_loss": 1.2696383126819406, "test_acc1": 69.67200237304688, "test_acc5": 89.36200232421875, "epoch": 42, "n_parameters": 6313976} {"train_lr": 0.0019053029172036347, "train_loss": 2.9725666544515548, "test_loss": 1.2795133422349245, "test_acc1": 69.14800206054687, "test_acc5": 89.144002734375, "epoch": 43, "n_parameters": 6313976} {"train_lr": 0.0019008171775451975, "train_loss": 2.9564313026164455, "test_loss": 1.2978012666447472, "test_acc1": 69.28400197265626, "test_acc5": 88.87000255859375, "epoch": 44, "n_parameters": 6313976} {"train_lr": 0.0018962332014382094, "train_loss": 2.9510039097065928, "test_loss": 1.32118183692903, "test_acc1": 68.80200169921875, "test_acc5": 88.77400236328126, "epoch": 45, "n_parameters": 6313976} {"train_lr": 0.001891551491567433, "train_loss": 2.950640225986973, "test_loss": 1.2988611760030266, "test_acc1": 69.40400197265625, "test_acc5": 89.05400263671875, "epoch": 46, "n_parameters": 6313976} {"train_lr": 0.0018867725613350395, "train_loss": 2.938945279704581, "test_loss": 1.2794751415725882, "test_acc1": 69.57200220703125, "test_acc5": 89.07000271484375, "epoch": 47, "n_parameters": 6313976} {"train_lr": 0.0018818969348046717, "train_loss": 2.9412521315421416, "test_loss": 1.2855026180507572, "test_acc1": 69.604002109375, "test_acc5": 89.110002734375, "epoch": 48, "n_parameters": 6313976} {"train_lr": 0.0018769251466436553, "train_loss": 2.925776327995183, "test_loss": 1.2861993738258157, "test_acc1": 69.67600208007812, "test_acc5": 89.26800279296874, "epoch": 49, "n_parameters": 6313976} {"train_lr": 0.0018718577420645938, "train_loss": 2.9353082858734756, "test_loss": 1.27768905039962, "test_acc1": 69.53800219726563, "test_acc5": 89.084002734375, "epoch": 50, "n_parameters": 6313976} {"train_lr": 0.0018666952767654964, "train_loss": 2.9060897940544965, "test_loss": 1.2526444708573, "test_acc1": 69.97400234375, "test_acc5": 89.41000240234375, "epoch": 51, "n_parameters": 6313976} {"train_lr": 0.0018614383168689137, "train_loss": 2.915422151962535, "test_loss": 1.252833237174813, "test_acc1": 70.33000224609376, "test_acc5": 89.438002578125, "epoch": 52, "n_parameters": 6313976} {"train_lr": 0.0018560874388597434, "train_loss": 2.899141808303235, "test_loss": 1.256959029508911, "test_acc1": 69.9720019921875, "test_acc5": 89.2460025, "epoch": 53, "n_parameters": 6313976} {"train_lr": 0.0018506432295219307, "train_loss": 2.9159062947872445, "test_loss": 1.2845087299365123, "test_acc1": 69.50800224609375, "test_acc5": 89.28600228515624, "epoch": 54, "n_parameters": 6313976} {"train_lr": 0.0018451062858744953, "train_loss": 2.9067563946536787, "test_loss": 1.2709375801887222, "test_acc1": 69.68800221679687, "test_acc5": 89.33200271484375, "epoch": 55, "n_parameters": 6313976} {"train_lr": 0.0018394772151057238, "train_loss": 2.9022999018978632, "test_loss": 1.2411535186621978, "test_acc1": 70.07800213867188, "test_acc5": 89.60000265625, "epoch": 56, "n_parameters": 6313976} {"train_lr": 0.0018337566345065688, "train_loss": 2.874334375206515, "test_loss": 1.280245335502479, "test_acc1": 69.51400194335937, "test_acc5": 89.19000244140625, "epoch": 57, "n_parameters": 6313976} {"train_lr": 0.0018279451714031977, "train_loss": 2.8887747731759585, "test_loss": 1.2620526427076062, "test_acc1": 70.09800216796874, "test_acc5": 89.41600251953125, "epoch": 58, "n_parameters": 6313976} {"train_lr": 0.001822043463088011, "train_loss": 2.8765795788318993, "test_loss": 1.2704103541283207, "test_acc1": 69.866001796875, "test_acc5": 89.17000248046875, "epoch": 59, "n_parameters": 6313976} {"train_lr": 0.001816052156749885, "train_loss": 2.876841760868077, "test_loss": 1.2524467722605204, "test_acc1": 69.94400219726562, "test_acc5": 89.55800255859376, "epoch": 60, "n_parameters": 6313976} {"train_lr": 0.001809971909403067, "train_loss": 2.8741996983925313, "test_loss": 1.2491560075574248, "test_acc1": 70.32400231445312, "test_acc5": 89.49400259765625, "epoch": 61, "n_parameters": 6313976} {"train_lr": 0.0018038033878151612, "train_loss": 2.8716701412324808, "test_loss": 1.2707655391165318, "test_acc1": 69.78400237304687, "test_acc5": 89.402002421875, "epoch": 62, "n_parameters": 6313976} {"train_lr": 0.001797547268434101, "train_loss": 2.8644266697428495, "test_loss": 1.2858392939767764, "test_acc1": 70.01800211914062, "test_acc5": 89.35000271484375, "epoch": 63, "n_parameters": 6313976} {"train_lr": 0.0017912042373137995, "train_loss": 2.862955332183533, "test_loss": 1.2493864366116414, "test_acc1": 70.03200255859375, "test_acc5": 89.76600234375, "epoch": 64, "n_parameters": 6313976} {"train_lr": 0.0017847749900392264, "train_loss": 2.856710471266465, "test_loss": 1.2704721764298796, "test_acc1": 70.01400186523438, "test_acc5": 89.3600028125, "epoch": 65, "n_parameters": 6313976} {"train_lr": 0.0017782602316496804, "train_loss": 2.8432003284434524, "test_loss": 1.204117886210216, "test_acc1": 70.87800217773437, "test_acc5": 90.17800259765625, "epoch": 66, "n_parameters": 6313976} {"train_lr": 0.0017716606765619024, "train_loss": 2.8417449231913907, "test_loss": 1.2474336913068786, "test_acc1": 70.57600188476563, "test_acc5": 89.7920026953125, "epoch": 67, "n_parameters": 6313976} {"train_lr": 0.0017649770484915045, "train_loss": 2.849718676863624, "test_loss": 1.2473793416532852, "test_acc1": 70.3440021484375, "test_acc5": 89.73600234375, "epoch": 68, "n_parameters": 6313976} {"train_lr": 0.0017582100803734976, "train_loss": 2.840123856000954, "test_loss": 1.2261535993969168, "test_acc1": 70.70600211914062, "test_acc5": 89.90000259765625, "epoch": 69, "n_parameters": 6313976} {"train_lr": 0.0017513605142822945, "train_loss": 2.8303654606250834, "test_loss": 1.2507969791652591, "test_acc1": 70.25200234375, "test_acc5": 89.76400234375, "epoch": 70, "n_parameters": 6313976} {"train_lr": 0.0017444291013499857, "train_loss": 2.8387802678951735, "test_loss": 1.215697884104634, "test_acc1": 70.64600243164062, "test_acc5": 89.9360023828125, "epoch": 71, "n_parameters": 6313976} {"train_lr": 0.0017374166016841382, "train_loss": 2.819902481935579, "test_loss": 1.2187824224242727, "test_acc1": 70.9560023828125, "test_acc5": 90.06600244140625, "epoch": 72, "n_parameters": 6313976} {"train_lr": 0.0017303237842843022, "train_loss": 2.8194053969699606, "test_loss": 1.1939488990616252, "test_acc1": 70.93800220703125, "test_acc5": 90.10200259765625, "epoch": 73, "n_parameters": 6313976} {"train_lr": 0.0017231514269578294, "train_loss": 2.8168558786622437, "test_loss": 1.205290862622152, "test_acc1": 71.07400241210938, "test_acc5": 90.12200232421876, "epoch": 74, "n_parameters": 6313976} {"train_lr": 0.0017159003162346147, "train_loss": 2.8138400466083815, "test_loss": 1.1930963886148147, "test_acc1": 71.3320024609375, "test_acc5": 90.10200251953125, "epoch": 75, "n_parameters": 6313976} {"train_lr": 0.0017085712472806156, "train_loss": 2.8190808310020836, "test_loss": 1.2431578531520058, "test_acc1": 70.63000229492188, "test_acc5": 89.98400255859374, "epoch": 76, "n_parameters": 6313976} {"train_lr": 0.0017011650238107918, "train_loss": 2.805688793877427, "test_loss": 1.2500533143072639, "test_acc1": 70.80800220703125, "test_acc5": 89.88800265625, "epoch": 77, "n_parameters": 6313976} {"train_lr": 0.0016936824580010095, "train_loss": 2.8113411217094133, "test_loss": 1.219483551633267, "test_acc1": 70.68400203125, "test_acc5": 90.000002265625, "epoch": 78, "n_parameters": 6313976} {"train_lr": 0.0016861243703990081, "train_loss": 2.799453898918905, "test_loss": 1.2154884743326493, "test_acc1": 71.10200227539063, "test_acc5": 89.93400255859375, "epoch": 79, "n_parameters": 6313976} {"train_lr": 0.0016784915898342416, "train_loss": 2.796605571806669, "test_loss": 1.2171914395485215, "test_acc1": 70.7460023046875, "test_acc5": 89.95400234375, "epoch": 80, "n_parameters": 6313976} {"train_lr": 0.0016707849533270642, "train_loss": 2.791770336868094, "test_loss": 1.2152022089211996, "test_acc1": 70.87400239257812, "test_acc5": 90.0580022265625, "epoch": 81, "n_parameters": 6313976} {"train_lr": 0.001663005305997004, "train_loss": 2.7809719000217155, "test_loss": 1.231464662169682, "test_acc1": 70.62200173828126, "test_acc5": 89.74400259765625, "epoch": 82, "n_parameters": 6313976} {"train_lr": 0.00165515350097013, "train_loss": 2.804925034705588, "test_loss": 1.2138342586637454, "test_acc1": 70.69000205078125, "test_acc5": 89.8600025, "epoch": 83, "n_parameters": 6313976} {"train_lr": 0.0016472303992853623, "train_loss": 2.7904785314052223, "test_loss": 1.2211280289952082, "test_acc1": 70.68600241210937, "test_acc5": 90.0440025, "epoch": 84, "n_parameters": 6313976} {"train_lr": 0.001639236869799948, "train_loss": 2.7855303099305986, "test_loss": 1.191982478585862, "test_acc1": 71.15000227539062, "test_acc5": 90.31600279296875, "epoch": 85, "n_parameters": 6313976} {"train_lr": 0.0016311737890946014, "train_loss": 2.7767921395057873, "test_loss": 1.1767943992869545, "test_acc1": 71.7400024609375, "test_acc5": 90.57800283203125, "epoch": 86, "n_parameters": 6313976} {"train_lr": 0.0016230420413769352, "train_loss": 2.7680675222290505, "test_loss": 1.2023551812153737, "test_acc1": 71.2500021875, "test_acc5": 90.3100025390625, "epoch": 87, "n_parameters": 6313976} {"train_lr": 0.0016148425183846727, "train_loss": 2.7719415633274402, "test_loss": 1.231360633637159, "test_acc1": 70.56000216796875, "test_acc5": 89.81800267578124, "epoch": 88, "n_parameters": 6313976} {"train_lr": 0.0016065761192880512, "train_loss": 2.764874793142438, "test_loss": 1.1981609026894315, "test_acc1": 71.12000198242187, "test_acc5": 90.1600024609375, "epoch": 89, "n_parameters": 6313976} {"train_lr": 0.0015982437505908074, "train_loss": 2.7701765178538245, "test_loss": 1.1782049727803878, "test_acc1": 71.44400248046875, "test_acc5": 90.52200263671875, "epoch": 90, "n_parameters": 6313976} {"train_lr": 0.0015898463260310446, "train_loss": 2.76460787968384, "test_loss": 1.1899838829768523, "test_acc1": 71.50000196289062, "test_acc5": 90.48400236328125, "epoch": 91, "n_parameters": 6313976} {"train_lr": 0.0015813847664809541, "train_loss": 2.7518730923759755, "test_loss": 1.17486689723175, "test_acc1": 71.68000194335937, "test_acc5": 90.5680025, "epoch": 92, "n_parameters": 6313976} {"train_lr": 0.0015728599998459658, "train_loss": 2.757334438087843, "test_loss": 1.1952504620297264, "test_acc1": 71.21600206054687, "test_acc5": 90.36000263671875, "epoch": 93, "n_parameters": 6313976} {"train_lr": 0.001564272960962846, "train_loss": 2.7610078548594155, "test_loss": 1.2059440621892914, "test_acc1": 71.5100021875, "test_acc5": 90.50000244140625, "epoch": 94, "n_parameters": 6313976} {"train_lr": 0.001555624591497151, "train_loss": 2.7533473364121432, "test_loss": 1.2025226770921518, "test_acc1": 71.43800219726562, "test_acc5": 90.43600259765626, "epoch": 95, "n_parameters": 6313976} {"train_lr": 0.0015469158398399695, "train_loss": 2.7544717339398286, "test_loss": 1.1952827033650784, "test_acc1": 71.57200241210937, "test_acc5": 90.49400224609376, "epoch": 96, "n_parameters": 6313976} {"train_lr": 0.0015381476610041192, "train_loss": 2.754064482917412, "test_loss": 1.1599405687728912, "test_acc1": 72.0100019921875, "test_acc5": 90.7140023828125, "epoch": 97, "n_parameters": 6313976} {"train_lr": 0.001529321016519214, "train_loss": 2.742431517556417, "test_loss": 1.167688850228113, "test_acc1": 71.80800229492188, "test_acc5": 90.738002578125, "epoch": 98, "n_parameters": 6313976} {"train_lr": 0.0015204368743262475, "train_loss": 2.73298756972396, "test_loss": 1.202635160611786, "test_acc1": 71.2420021484375, "test_acc5": 90.29000271484375, "epoch": 99, "n_parameters": 6313976} {"train_lr": 0.0015114962086715815, "train_loss": 2.744281470680313, "test_loss": 1.1823166112863381, "test_acc1": 71.3160021484375, "test_acc5": 90.41800271484375, "epoch": 100, "n_parameters": 6313976} {"train_lr": 0.0015024999999999741, "train_loss": 2.7333116588070334, "test_loss": 1.1548996631425756, "test_acc1": 71.9760023046875, "test_acc5": 90.7720026171875, "epoch": 101, "n_parameters": 6313976} {"train_lr": 0.001493449234847066, "train_loss": 2.73310495149508, "test_loss": 1.1527408149861198, "test_acc1": 72.100002421875, "test_acc5": 90.7360025390625, "epoch": 102, "n_parameters": 6313976} {"train_lr": 0.001484344905731176, "train_loss": 2.7178054749965668, "test_loss": 1.166187613747502, "test_acc1": 71.778002265625, "test_acc5": 90.6900027734375, "epoch": 103, "n_parameters": 6313976} {"train_lr": 0.0014751880110446746, "train_loss": 2.719714794108431, "test_loss": 1.1758403097855226, "test_acc1": 71.5380020703125, "test_acc5": 90.7500023828125, "epoch": 104, "n_parameters": 6313976} {"train_lr": 0.0014659795549442733, "train_loss": 2.720275335222316, "test_loss": 1.1801369986461319, "test_acc1": 71.92400225585938, "test_acc5": 90.64800271484376, "epoch": 105, "n_parameters": 6313976} {"train_lr": 0.001456720547240874, "train_loss": 2.7154530341104923, "test_loss": 1.173083928477673, "test_acc1": 71.70400237304688, "test_acc5": 90.5380024609375, "epoch": 106, "n_parameters": 6313976} {"train_lr": 0.001447412003289014, "train_loss": 2.718262243923619, "test_loss": 1.165581849695162, "test_acc1": 71.81800228515625, "test_acc5": 90.738002421875, "epoch": 107, "n_parameters": 6313976} {"train_lr": 0.0014380549438754878, "train_loss": 2.7023520952791906, "test_loss": 1.161054469019402, "test_acc1": 72.09400249023437, "test_acc5": 90.77000205078124, "epoch": 108, "n_parameters": 6313976} {"train_lr": 0.001428650395107264, "train_loss": 2.7160917136023084, "test_loss": 1.1569558090836036, "test_acc1": 72.1780023828125, "test_acc5": 90.74800208984375, "epoch": 109, "n_parameters": 6313976} {"train_lr": 0.0014191993882990887, "train_loss": 2.693192607302555, "test_loss": 1.1720242404755745, "test_acc1": 71.73800241210938, "test_acc5": 90.6240028515625, "epoch": 110, "n_parameters": 6313976} {"train_lr": 0.0014097029598603777, "train_loss": 2.6998956036939323, "test_loss": 1.1469629518403353, "test_acc1": 72.44200208007813, "test_acc5": 90.8520025390625, "epoch": 111, "n_parameters": 6313976} {"train_lr": 0.001400162151181645, "train_loss": 2.6874926740126455, "test_loss": 1.1384498765905395, "test_acc1": 72.28200196289062, "test_acc5": 90.99200248046876, "epoch": 112, "n_parameters": 6313976} {"train_lr": 0.0013905780085198772, "train_loss": 2.705532084456641, "test_loss": 1.1285489720242623, "test_acc1": 72.34200252929688, "test_acc5": 91.0040023828125, "epoch": 113, "n_parameters": 6313976} {"train_lr": 0.0013809515828844105, "train_loss": 2.6972486991390623, "test_loss": 1.2085221346098047, "test_acc1": 71.59400229492188, "test_acc5": 90.4740023828125, "epoch": 114, "n_parameters": 6313976} {"train_lr": 0.0013712839299212984, "train_loss": 2.6972573189664897, "test_loss": 1.1502941585224093, "test_acc1": 72.25600225585937, "test_acc5": 90.82600255859376, "epoch": 115, "n_parameters": 6313976} {"train_lr": 0.0013615761097975877, "train_loss": 2.677684931160449, "test_loss": 1.135278254064895, "test_acc1": 72.63400251953125, "test_acc5": 90.97800248046875, "epoch": 116, "n_parameters": 6313976} {"train_lr": 0.0013518291870851617, "train_loss": 2.68508023633469, "test_loss": 1.1508422114011896, "test_acc1": 72.31400227539062, "test_acc5": 90.86800255859374, "epoch": 117, "n_parameters": 6313976} {"train_lr": 0.0013420442306440435, "train_loss": 2.684891742339237, "test_loss": 1.192279928968153, "test_acc1": 71.72000217773437, "test_acc5": 90.74600248046875, "epoch": 118, "n_parameters": 6313976} {"train_lr": 0.001332222313504878, "train_loss": 2.6757018328856508, "test_loss": 1.1277550481657945, "test_acc1": 72.48600234375, "test_acc5": 91.07200267578125, "epoch": 119, "n_parameters": 6313976} {"train_lr": 0.0013223645127515833, "train_loss": 2.6765153573380767, "test_loss": 1.1496434348230145, "test_acc1": 72.55600255859375, "test_acc5": 90.91200259765625, "epoch": 120, "n_parameters": 6313976} {"train_lr": 0.0013124719094030866, "train_loss": 2.6701434759213196, "test_loss": 1.1502126826129797, "test_acc1": 72.55600213867187, "test_acc5": 90.9400025390625, "epoch": 121, "n_parameters": 6313976} {"train_lr": 0.0013025455882948362, "train_loss": 2.661592881194503, "test_loss": 1.1356876715448976, "test_acc1": 72.59200229492187, "test_acc5": 90.744002578125, "epoch": 122, "n_parameters": 6313976} {"train_lr": 0.0012925866379597717, "train_loss": 2.673052711976613, "test_loss": 1.143838650397672, "test_acc1": 72.340002265625, "test_acc5": 90.97200267578125, "epoch": 123, "n_parameters": 6313976} {"train_lr": 0.0012825961505090187, "train_loss": 2.6687831753115954, "test_loss": 1.107438648702534, "test_acc1": 73.1060020703125, "test_acc5": 91.422002734375, "epoch": 124, "n_parameters": 6313976} {"train_lr": 0.001272575221512157, "train_loss": 2.6715798464705713, "test_loss": 1.1573349819838545, "test_acc1": 72.3240027734375, "test_acc5": 90.96800265625, "epoch": 125, "n_parameters": 6313976} {"train_lr": 0.0012625249498769986, "train_loss": 2.6498613398280932, "test_loss": 1.120274672981437, "test_acc1": 72.92400206054687, "test_acc5": 91.264002265625, "epoch": 126, "n_parameters": 6313976} {"train_lr": 0.001252446437729037, "train_loss": 2.6540654437909788, "test_loss": 1.1363774863363223, "test_acc1": 72.57000245117187, "test_acc5": 90.9740026171875, "epoch": 127, "n_parameters": 6313976} {"train_lr": 0.0012423407902906738, "train_loss": 2.652036687333902, "test_loss": 1.132699973483122, "test_acc1": 72.6500019921875, "test_acc5": 91.1340025, "epoch": 128, "n_parameters": 6313976} {"train_lr": 0.0012322091157601091, "train_loss": 2.6504642905043565, "test_loss": 1.1244745547989852, "test_acc1": 72.95600231445313, "test_acc5": 91.268002890625, "epoch": 129, "n_parameters": 6313976} {"train_lr": 0.001222052525189583, "train_loss": 2.6414445186499877, "test_loss": 1.1313494054870752, "test_acc1": 72.87600200195313, "test_acc5": 91.0860027734375, "epoch": 130, "n_parameters": 6313976} {"train_lr": 0.0012118721323636779, "train_loss": 2.6430477472565634, "test_loss": 1.1064036408908495, "test_acc1": 73.06800235351562, "test_acc5": 91.09200267578125, "epoch": 131, "n_parameters": 6313976} {"train_lr": 0.0012016690536772049, "train_loss": 2.6347642694112303, "test_loss": 1.1483374005965603, "test_acc1": 72.58600216796874, "test_acc5": 91.0160025, "epoch": 132, "n_parameters": 6313976} {"train_lr": 0.00119144440801278, "train_loss": 2.6252070479779888, "test_loss": 1.1231377522909005, "test_acc1": 72.94200197265624, "test_acc5": 91.2340024609375, "epoch": 133, "n_parameters": 6313976} {"train_lr": 0.0011811993166179768, "train_loss": 2.629136454382484, "test_loss": 1.1092858284939335, "test_acc1": 73.3000025, "test_acc5": 91.326002421875, "epoch": 134, "n_parameters": 6313976} {"train_lr": 0.001170934902982497, "train_loss": 2.634484771653998, "test_loss": 1.1089173518974362, "test_acc1": 73.0100023046875, "test_acc5": 91.23000240234374, "epoch": 135, "n_parameters": 6313976} {"train_lr": 0.001160652292715008, "train_loss": 2.626433329283, "test_loss": 1.1211890168772398, "test_acc1": 72.69000236328125, "test_acc5": 91.16400267578125, "epoch": 136, "n_parameters": 6313976} {"train_lr": 0.0011503526134195741, "train_loss": 2.6166439013277216, "test_loss": 1.0843883695948215, "test_acc1": 73.39000258789062, "test_acc5": 91.57600240234375, "epoch": 137, "n_parameters": 6313976} {"train_lr": 0.0011400369945721502, "train_loss": 2.624078196420563, "test_loss": 1.1232848656541519, "test_acc1": 72.91800216796875, "test_acc5": 91.27800271484375, "epoch": 138, "n_parameters": 6313976} {"train_lr": 0.0011297065673965083, "train_loss": 2.608839464249561, "test_loss": 1.114126334663566, "test_acc1": 73.12800256835938, "test_acc5": 91.2560023828125, "epoch": 139, "n_parameters": 6313976} {"train_lr": 0.001119362464740389, "train_loss": 2.607400973256734, "test_loss": 1.118602057677189, "test_acc1": 72.89600263671875, "test_acc5": 91.1920026953125, "epoch": 140, "n_parameters": 6313976} {"train_lr": 0.0011090058209513045, "train_loss": 2.6045964816443736, "test_loss": 1.0734970569610596, "test_acc1": 73.78800227539062, "test_acc5": 91.63600271484376, "epoch": 141, "n_parameters": 6313976} {"train_lr": 0.0010986377717519028, "train_loss": 2.6020762866063656, "test_loss": 1.0940757894333992, "test_acc1": 73.19800254882813, "test_acc5": 91.49200267578125, "epoch": 142, "n_parameters": 6313976} {"train_lr": 0.0010882594541156603, "train_loss": 2.60994409021142, "test_loss": 1.1507836923799442, "test_acc1": 72.61600228515626, "test_acc5": 91.0220024609375, "epoch": 143, "n_parameters": 6313976} {"train_lr": 0.001077872006141972, "train_loss": 2.597893650964391, "test_loss": 1.1084746638782152, "test_acc1": 73.20200220703126, "test_acc5": 91.3320021875, "epoch": 144, "n_parameters": 6313976} {"train_lr": 0.001067476566931644, "train_loss": 2.5976254148639555, "test_loss": 1.103156445818093, "test_acc1": 73.07200215820312, "test_acc5": 91.31400267578125, "epoch": 145, "n_parameters": 6313976} {"train_lr": 0.0010570742764617331, "train_loss": 2.5896919174350614, "test_loss": 1.115668295448973, "test_acc1": 73.22000250976562, "test_acc5": 91.31200279296876, "epoch": 146, "n_parameters": 6313976} {"train_lr": 0.0010466662754605423, "train_loss": 2.588329103734377, "test_loss": 1.1033300401372763, "test_acc1": 73.22000215820313, "test_acc5": 91.3360023046875, "epoch": 147, "n_parameters": 6313976} {"train_lr": 0.0010362537052827495, "train_loss": 2.5848818792046595, "test_loss": 1.0927234717452798, "test_acc1": 73.29600221679688, "test_acc5": 91.4680024609375, "epoch": 148, "n_parameters": 6313976} {"train_lr": 0.001025837707783931, "train_loss": 2.574922675875832, "test_loss": 1.1032616863496432, "test_acc1": 73.17000217773437, "test_acc5": 91.32400267578124, "epoch": 149, "n_parameters": 6313976} {"train_lr": 0.0010154194251956726, "train_loss": 2.5919810135682804, "test_loss": 1.074205629470694, "test_acc1": 73.83600232421875, "test_acc5": 91.71800263671875, "epoch": 150, "n_parameters": 6313976} {"train_lr": 0.0010049999999999942, "train_loss": 2.582616895032253, "test_loss": 1.070507925430327, "test_acc1": 73.72800243164062, "test_acc5": 91.7380025390625, "epoch": 151, "n_parameters": 6313976} {"train_lr": 0.0009945805748043264, "train_loss": 2.5783571355777393, "test_loss": 1.0863268723469655, "test_acc1": 73.63800244140624, "test_acc5": 91.65600265625, "epoch": 152, "n_parameters": 6313976} {"train_lr": 0.0009841622922160565, "train_loss": 2.569518590740544, "test_loss": 1.0864774635957397, "test_acc1": 73.63200232421875, "test_acc5": 91.6320025390625, "epoch": 153, "n_parameters": 6313976} {"train_lr": 0.0009737462947172524, "train_loss": 2.558830418627706, "test_loss": 1.0784682368731682, "test_acc1": 73.68800241210937, "test_acc5": 91.70800265625, "epoch": 154, "n_parameters": 6313976} {"train_lr": 0.0009633337245394539, "train_loss": 2.561098524682718, "test_loss": 1.0852530846613964, "test_acc1": 73.85800209960938, "test_acc5": 91.57800263671875, "epoch": 155, "n_parameters": 6313976} {"train_lr": 0.0009529257235382627, "train_loss": 2.5547465374953835, "test_loss": 1.0721127551248055, "test_acc1": 73.85400219726563, "test_acc5": 91.7860024609375, "epoch": 156, "n_parameters": 6313976} {"train_lr": 0.0009425234330683488, "train_loss": 2.56102798925601, "test_loss": 1.0644685755704195, "test_acc1": 74.09800263671875, "test_acc5": 91.85200263671875, "epoch": 157, "n_parameters": 6313976} {"train_lr": 0.000932127993858017, "train_loss": 2.5601794273971463, "test_loss": 1.086638592354214, "test_acc1": 73.586002578125, "test_acc5": 91.736002578125, "epoch": 158, "n_parameters": 6313976} {"train_lr": 0.0009217405458843423, "train_loss": 2.5444308296381997, "test_loss": 1.0636550815960832, "test_acc1": 73.980002421875, "test_acc5": 91.7800025, "epoch": 159, "n_parameters": 6313976} {"train_lr": 0.0009113622282480768, "train_loss": 2.5489042654311915, "test_loss": 1.0640358673479722, "test_acc1": 73.78600224609374, "test_acc5": 91.94000240234375, "epoch": 160, "n_parameters": 6313976} {"train_lr": 0.0009009941790486844, "train_loss": 2.554438501072349, "test_loss": 1.0395635375539765, "test_acc1": 74.828002265625, "test_acc5": 92.12600234375, "epoch": 161, "n_parameters": 6313976} {"train_lr": 0.0008906375352596069, "train_loss": 2.5483433447248167, "test_loss": 1.0791710144235889, "test_acc1": 73.82800249023437, "test_acc5": 91.574002421875, "epoch": 162, "n_parameters": 6313976} {"train_lr": 0.0008802934326035345, "train_loss": 2.5444421721019332, "test_loss": 1.0589554606730702, "test_acc1": 74.23000227539063, "test_acc5": 92.05400263671875, "epoch": 163, "n_parameters": 6313976} {"train_lr": 0.0008699630054278556, "train_loss": 2.5449424957056985, "test_loss": 1.0369643869290825, "test_acc1": 74.52400229492187, "test_acc5": 92.1320025, "epoch": 164, "n_parameters": 6313976} {"train_lr": 0.0008596473865804057, "train_loss": 2.533843808013091, "test_loss": 1.0370985335521115, "test_acc1": 74.41800258789063, "test_acc5": 91.95400240234375, "epoch": 165, "n_parameters": 6313976} {"train_lr": 0.0008493477072849649, "train_loss": 2.5270521507846366, "test_loss": 1.073668766112728, "test_acc1": 74.07800243164063, "test_acc5": 91.88200234375, "epoch": 166, "n_parameters": 6313976} {"train_lr": 0.0008390650970174828, "train_loss": 2.5325712922999233, "test_loss": 1.0439200687954444, "test_acc1": 74.40600233398438, "test_acc5": 92.084002421875, "epoch": 167, "n_parameters": 6313976} {"train_lr": 0.0008288006833820049, "train_loss": 2.527787067645269, "test_loss": 1.0222323176287513, "test_acc1": 74.89400249023437, "test_acc5": 92.21200232421874, "epoch": 168, "n_parameters": 6313976} {"train_lr": 0.0008185555919871892, "train_loss": 2.5237380920125427, "test_loss": 1.0501270230489832, "test_acc1": 74.44600219726563, "test_acc5": 92.1300025390625, "epoch": 169, "n_parameters": 6313976} {"train_lr": 0.0008083309463227931, "train_loss": 2.5115299336344217, "test_loss": 1.0255918882730353, "test_acc1": 74.92800243164062, "test_acc5": 92.432002734375, "epoch": 170, "n_parameters": 6313976} {"train_lr": 0.0007981278676363332, "train_loss": 2.5100742937039606, "test_loss": 1.0393147740427775, "test_acc1": 74.70000234375, "test_acc5": 92.152002578125, "epoch": 171, "n_parameters": 6313976} {"train_lr": 0.000787947474810457, "train_loss": 2.512726798784628, "test_loss": 1.04354400739415, "test_acc1": 74.53000229492187, "test_acc5": 92.0120024609375, "epoch": 172, "n_parameters": 6313976} {"train_lr": 0.0007777908842399035, "train_loss": 2.5034479361167437, "test_loss": 1.043554482455472, "test_acc1": 74.67600243164063, "test_acc5": 92.13600265625, "epoch": 173, "n_parameters": 6313976} {"train_lr": 0.00076765920970933, "train_loss": 2.510802183648665, "test_loss": 1.0361346827663538, "test_acc1": 74.74200227539062, "test_acc5": 92.25000259765625, "epoch": 174, "n_parameters": 6313976} {"train_lr": 0.0007575535622709474, "train_loss": 2.4944731253418895, "test_loss": 1.0385457990506224, "test_acc1": 74.70000223632813, "test_acc5": 92.1580023828125, "epoch": 175, "n_parameters": 6313976} {"train_lr": 0.0007474750501229816, "train_loss": 2.507975711549024, "test_loss": 1.0136071143259529, "test_acc1": 74.95800223632813, "test_acc5": 92.4320028125, "epoch": 176, "n_parameters": 6313976} {"train_lr": 0.0007374247784878159, "train_loss": 2.4810824368973905, "test_loss": 1.0494198603484466, "test_acc1": 74.51000237304687, "test_acc5": 91.99400259765625, "epoch": 177, "n_parameters": 6313976} {"train_lr": 0.0007274038494909853, "train_loss": 2.491434842205162, "test_loss": 1.0413071319802116, "test_acc1": 74.64400263671875, "test_acc5": 92.15400267578126, "epoch": 178, "n_parameters": 6313976} {"train_lr": 0.0007174133620402375, "train_loss": 2.4774967808184103, "test_loss": 1.0300918026962353, "test_acc1": 74.7800026171875, "test_acc5": 92.19000287109375, "epoch": 179, "n_parameters": 6313976} {"train_lr": 0.000707454411705174, "train_loss": 2.4922885047874863, "test_loss": 1.0154298346006234, "test_acc1": 75.0740022265625, "test_acc5": 92.38800265625, "epoch": 180, "n_parameters": 6313976} {"train_lr": 0.0006975280905969458, "train_loss": 2.487009889954667, "test_loss": 1.0248861813363228, "test_acc1": 74.80200244140624, "test_acc5": 92.2420026953125, "epoch": 181, "n_parameters": 6313976} {"train_lr": 0.0006876354872484032, "train_loss": 2.4865571263549233, "test_loss": 1.0122651274650152, "test_acc1": 74.85600240234375, "test_acc5": 92.33000236328125, "epoch": 182, "n_parameters": 6313976} {"train_lr": 0.0006777776864951224, "train_loss": 2.460679413770124, "test_loss": 1.0120502268995037, "test_acc1": 75.07200231445313, "test_acc5": 92.42400248046874, "epoch": 183, "n_parameters": 6313976} {"train_lr": 0.0006679557693559406, "train_loss": 2.4749223440289976, "test_loss": 1.0115319813480814, "test_acc1": 75.17200224609375, "test_acc5": 92.41200232421875, "epoch": 184, "n_parameters": 6313976} {"train_lr": 0.0006581708129147807, "train_loss": 2.4723906497017656, "test_loss": 1.0031174746633487, "test_acc1": 75.32800286132813, "test_acc5": 92.5880026171875, "epoch": 185, "n_parameters": 6313976} {"train_lr": 0.0006484238902024427, "train_loss": 2.4607847591193557, "test_loss": 1.017295595230037, "test_acc1": 74.95800223632813, "test_acc5": 92.306002734375, "epoch": 186, "n_parameters": 6313976} {"train_lr": 0.0006387160700787324, "train_loss": 2.462621164788826, "test_loss": 1.0113674390862006, "test_acc1": 75.2340028125, "test_acc5": 92.4480028125, "epoch": 187, "n_parameters": 6313976} {"train_lr": 0.0006290484171156341, "train_loss": 2.4552189023803463, "test_loss": 0.98952817097875, "test_acc1": 75.65000262695312, "test_acc5": 92.67600271484375, "epoch": 188, "n_parameters": 6313976} {"train_lr": 0.000619421991480156, "train_loss": 2.45059560188096, "test_loss": 1.0075860612720025, "test_acc1": 75.11400263671875, "test_acc5": 92.43200244140625, "epoch": 189, "n_parameters": 6313976} {"train_lr": 0.0006098378488184041, "train_loss": 2.459017965171358, "test_loss": 0.995149351485813, "test_acc1": 75.65000239257813, "test_acc5": 92.7480026953125, "epoch": 190, "n_parameters": 6313976} {"train_lr": 0.0006002970401395667, "train_loss": 2.452428225037768, "test_loss": 0.9840294151133253, "test_acc1": 75.78000260742188, "test_acc5": 92.91600220703126, "epoch": 191, "n_parameters": 6313976} {"train_lr": 0.0005908006117009122, "train_loss": 2.4536027171247774, "test_loss": 0.9973976120693993, "test_acc1": 75.40800252929688, "test_acc5": 92.65000244140624, "epoch": 192, "n_parameters": 6313976} {"train_lr": 0.0005813496048927556, "train_loss": 2.4546244269985853, "test_loss": 0.9932919479053439, "test_acc1": 75.63000260742187, "test_acc5": 92.65200232421876, "epoch": 193, "n_parameters": 6313976} {"train_lr": 0.000571945056124538, "train_loss": 2.4378211583307894, "test_loss": 0.9956602084500189, "test_acc1": 75.6920025, "test_acc5": 92.67800265625, "epoch": 194, "n_parameters": 6313976} {"train_lr": 0.0005625879967110111, "train_loss": 2.44341184178607, "test_loss": 0.9778126851292966, "test_acc1": 75.93000236328125, "test_acc5": 92.9020025, "epoch": 195, "n_parameters": 6313976} {"train_lr": 0.000553279452759151, "train_loss": 2.431085699610859, "test_loss": 0.9613960717470591, "test_acc1": 76.14200240234375, "test_acc5": 93.05400267578125, "epoch": 196, "n_parameters": 6313976} {"train_lr": 0.000544020445055746, "train_loss": 2.4326036018814494, "test_loss": 0.9730090097389148, "test_acc1": 76.01000247070313, "test_acc5": 92.82600212890625, "epoch": 197, "n_parameters": 6313976} {"train_lr": 0.0005348119889552969, "train_loss": 2.430218812682741, "test_loss": 0.9810801602274407, "test_acc1": 75.97800228515625, "test_acc5": 92.77800255859376, "epoch": 198, "n_parameters": 6313976} {"train_lr": 0.0005256550942687951, "train_loss": 2.410631800369679, "test_loss": 0.9673679182092652, "test_acc1": 76.120002421875, "test_acc5": 92.90200236328126, "epoch": 199, "n_parameters": 6313976} {"train_lr": 0.0005165507651529303, "train_loss": 2.4218944302089302, "test_loss": 0.9859652721699868, "test_acc1": 75.84800274414063, "test_acc5": 92.7460023046875, "epoch": 200, "n_parameters": 6313976} {"train_lr": 0.0005074999999999948, "train_loss": 2.4201308788298417, "test_loss": 0.9782358359062034, "test_acc1": 75.69000243164062, "test_acc5": 92.79200234375, "epoch": 201, "n_parameters": 6313976} {"train_lr": 0.0004985037913283869, "train_loss": 2.4088531382840506, "test_loss": 0.9516069543270664, "test_acc1": 76.37800231445313, "test_acc5": 93.0440028125, "epoch": 202, "n_parameters": 6313976} {"train_lr": 0.0004895631256737284, "train_loss": 2.416169727925393, "test_loss": 0.9696128581088918, "test_acc1": 75.93200279296875, "test_acc5": 92.89800244140625, "epoch": 203, "n_parameters": 6313976} {"train_lr": 0.0004806789834808088, "train_loss": 2.39794063429943, "test_loss": 0.9570056403638753, "test_acc1": 76.46600252929687, "test_acc5": 93.0840024609375, "epoch": 204, "n_parameters": 6313976} {"train_lr": 0.00047185233899589926, "train_loss": 2.401170619933916, "test_loss": 0.9593933536351182, "test_acc1": 76.36600234375, "test_acc5": 93.056002421875, "epoch": 205, "n_parameters": 6313976} {"train_lr": 0.0004630841601600537, "train_loss": 2.3880780639408306, "test_loss": 0.9575862229325389, "test_acc1": 76.50000262695312, "test_acc5": 93.09800228515626, "epoch": 206, "n_parameters": 6313976} {"train_lr": 0.00045437540850286774, "train_loss": 2.3875468546966854, "test_loss": 0.949471288396202, "test_acc1": 76.54400268554687, "test_acc5": 93.2360026171875, "epoch": 207, "n_parameters": 6313976} {"train_lr": 0.00044572703903712323, "train_loss": 2.3944904048094076, "test_loss": 0.9715583112858633, "test_acc1": 76.28800268554687, "test_acc5": 93.0320026171875, "epoch": 208, "n_parameters": 6313976} {"train_lr": 0.0004371400001539953, "train_loss": 2.3815955947295464, "test_loss": 0.9597540032545119, "test_acc1": 76.3120023828125, "test_acc5": 93.01800248046875, "epoch": 209, "n_parameters": 6313976} {"train_lr": 0.0004286152335190424, "train_loss": 2.3866022872886687, "test_loss": 0.9550820500341081, "test_acc1": 76.39800252929687, "test_acc5": 93.14800248046875, "epoch": 210, "n_parameters": 6313976} {"train_lr": 0.000420153673968981, "train_loss": 2.379122225738925, "test_loss": 0.9453999180602664, "test_acc1": 76.544002421875, "test_acc5": 93.32200244140626, "epoch": 211, "n_parameters": 6313976} {"train_lr": 0.0004117562494092057, "train_loss": 2.3740728189714617, "test_loss": 0.9424238108269131, "test_acc1": 76.71200258789062, "test_acc5": 93.38400271484375, "epoch": 212, "n_parameters": 6313976} {"train_lr": 0.00040342388071194763, "train_loss": 2.368893753543651, "test_loss": 0.9443498108223194, "test_acc1": 76.54000249023437, "test_acc5": 93.238002890625, "epoch": 213, "n_parameters": 6313976} {"train_lr": 0.0003951574816152834, "train_loss": 2.3638599323664162, "test_loss": 0.9258541738941469, "test_acc1": 76.962002265625, "test_acc5": 93.3560026171875, "epoch": 214, "n_parameters": 6313976} {"train_lr": 0.000386957958623088, "train_loss": 2.361379614717764, "test_loss": 0.9245454032002515, "test_acc1": 76.89000247070312, "test_acc5": 93.3840023828125, "epoch": 215, "n_parameters": 6313976} {"train_lr": 0.00037882621090540595, "train_loss": 2.353898617313158, "test_loss": 0.939443128823324, "test_acc1": 76.81000243164063, "test_acc5": 93.322002421875, "epoch": 216, "n_parameters": 6313976} {"train_lr": 0.00037076313020005785, "train_loss": 2.3758503119293732, "test_loss": 0.9211729546539656, "test_acc1": 77.00600254882812, "test_acc5": 93.44800248046874, "epoch": 217, "n_parameters": 6313976} {"train_lr": 0.00036276960071467357, "train_loss": 2.359074441577605, "test_loss": 0.9322142986623385, "test_acc1": 76.854002421875, "test_acc5": 93.3060024609375, "epoch": 218, "n_parameters": 6313976} {"train_lr": 0.0003548464990298402, "train_loss": 2.360674678374061, "test_loss": 0.9142538703807438, "test_acc1": 77.2260023828125, "test_acc5": 93.53800291015625, "epoch": 219, "n_parameters": 6313976} {"train_lr": 0.00034699469400295937, "train_loss": 2.343703827316717, "test_loss": 0.9221954175079142, "test_acc1": 77.09800235351562, "test_acc5": 93.52400267578125, "epoch": 220, "n_parameters": 6313976} {"train_lr": 0.00033921504667294326, "train_loss": 2.3478711634802876, "test_loss": 0.9344724568019387, "test_acc1": 77.01000206054688, "test_acc5": 93.44000259765625, "epoch": 221, "n_parameters": 6313976} {"train_lr": 0.00033150841016575726, "train_loss": 2.3420913127019443, "test_loss": 0.9087361041598647, "test_acc1": 77.23000235351563, "test_acc5": 93.640002421875, "epoch": 222, "n_parameters": 6313976} {"train_lr": 0.00032387562960095584, "train_loss": 2.3411257601946853, "test_loss": 0.9065729381928918, "test_acc1": 77.3820025390625, "test_acc5": 93.6000025390625, "epoch": 223, "n_parameters": 6313976} {"train_lr": 0.000316317541998952, "train_loss": 2.3307754156067313, "test_loss": 0.9137725413755606, "test_acc1": 77.19400263671875, "test_acc5": 93.52200265625, "epoch": 224, "n_parameters": 6313976} {"train_lr": 0.0003088349761892061, "train_loss": 2.3300905080198, "test_loss": 0.9187215663322056, "test_acc1": 77.16600236328125, "test_acc5": 93.46400220703126, "epoch": 225, "n_parameters": 6313976} {"train_lr": 0.0003014287527193804, "train_loss": 2.328793770165371, "test_loss": 0.9039792978126584, "test_acc1": 77.50800237304688, "test_acc5": 93.65800240234375, "epoch": 226, "n_parameters": 6313976} {"train_lr": 0.000294099683765366, "train_loss": 2.3191844275910602, "test_loss": 0.9036988269054252, "test_acc1": 77.42800236328125, "test_acc5": 93.6400023828125, "epoch": 227, "n_parameters": 6313976} {"train_lr": 0.00028684857304212387, "train_loss": 2.318188042163277, "test_loss": 0.9070428488136247, "test_acc1": 77.46200258789062, "test_acc5": 93.66200228515625, "epoch": 228, "n_parameters": 6313976} {"train_lr": 0.0002796762157156927, "train_loss": 2.3271335669034583, "test_loss": 0.8927057685742852, "test_acc1": 77.66400229492187, "test_acc5": 93.72000251953125, "epoch": 229, "n_parameters": 6313976} {"train_lr": 0.0002725833983158693, "train_loss": 2.3166095832650133, "test_loss": 0.8887741380292951, "test_acc1": 77.84400268554687, "test_acc5": 93.85000306640625, "epoch": 230, "n_parameters": 6313976} {"train_lr": 0.00026557089864998566, "train_loss": 2.307156771850243, "test_loss": 0.8904708585211338, "test_acc1": 77.76800245117188, "test_acc5": 93.75200255859374, "epoch": 231, "n_parameters": 6313976} {"train_lr": 0.0002586394857176932, "train_loss": 2.3130554387466513, "test_loss": 0.8831678990644353, "test_acc1": 77.88200244140624, "test_acc5": 93.89000251953125, "epoch": 232, "n_parameters": 6313976} {"train_lr": 0.0002517899196265048, "train_loss": 2.3017014260534094, "test_loss": 0.8891612709933565, "test_acc1": 77.76200258789062, "test_acc5": 93.82400236328125, "epoch": 233, "n_parameters": 6313976} {"train_lr": 0.00024502295150852677, "train_loss": 2.2987473568708587, "test_loss": 0.894792964212767, "test_acc1": 77.6220025390625, "test_acc5": 93.7760028515625, "epoch": 234, "n_parameters": 6313976} {"train_lr": 0.00023833932343808706, "train_loss": 2.3023813402147697, "test_loss": 0.8827642226264677, "test_acc1": 78.02600260742187, "test_acc5": 93.91400240234375, "epoch": 235, "n_parameters": 6313976} {"train_lr": 0.00023173976835031383, "train_loss": 2.289085562876184, "test_loss": 0.8842190033151903, "test_acc1": 77.9720026953125, "test_acc5": 93.9860022265625, "epoch": 236, "n_parameters": 6313976} {"train_lr": 0.00022522500996078677, "train_loss": 2.2872929708372585, "test_loss": 0.8814023521565298, "test_acc1": 77.960002578125, "test_acc5": 93.9120027734375, "epoch": 237, "n_parameters": 6313976} {"train_lr": 0.0002187957626861862, "train_loss": 2.284624264346991, "test_loss": 0.8798832458849172, "test_acc1": 78.0380027734375, "test_acc5": 94.05000255859375, "epoch": 238, "n_parameters": 6313976} {"train_lr": 0.00021245273156592372, "train_loss": 2.2790839776670713, "test_loss": 0.8791465061993999, "test_acc1": 78.0900025, "test_acc5": 93.964002578125, "epoch": 239, "n_parameters": 6313976} {"train_lr": 0.00020619661218484483, "train_loss": 2.2796725009699808, "test_loss": 0.8858746905590742, "test_acc1": 78.05200247070313, "test_acc5": 93.89600232421876, "epoch": 240, "n_parameters": 6313976} {"train_lr": 0.00020002809059693196, "train_loss": 2.2731814471651894, "test_loss": 0.8674535970878965, "test_acc1": 78.23400262695313, "test_acc5": 94.09400216796875, "epoch": 241, "n_parameters": 6313976} {"train_lr": 0.00019394784325008614, "train_loss": 2.272877443155987, "test_loss": 0.8753253791395944, "test_acc1": 78.04200241210937, "test_acc5": 93.9680025, "epoch": 242, "n_parameters": 6313976} {"train_lr": 0.0001879565369119692, "train_loss": 2.2764557361078683, "test_loss": 0.8780732060434254, "test_acc1": 78.19000250976562, "test_acc5": 93.9960022265625, "epoch": 243, "n_parameters": 6313976} {"train_lr": 0.0001820548285968152, "train_loss": 2.2724392021731505, "test_loss": 0.870961963561655, "test_acc1": 78.26800241210937, "test_acc5": 94.0440025390625, "epoch": 244, "n_parameters": 6313976} {"train_lr": 0.00017624336549345503, "train_loss": 2.2724078126329124, "test_loss": 0.8719186608800451, "test_acc1": 78.33800276367188, "test_acc5": 94.02000251953125, "epoch": 245, "n_parameters": 6313976} {"train_lr": 0.00017052278489430097, "train_loss": 2.2542395604123695, "test_loss": 0.8634736113648378, "test_acc1": 78.4220025390625, "test_acc5": 94.13000248046875, "epoch": 246, "n_parameters": 6313976} {"train_lr": 0.00016489371412549964, "train_loss": 2.2628012174944416, "test_loss": 0.8594784653596296, "test_acc1": 78.41800271484375, "test_acc5": 94.132002578125, "epoch": 247, "n_parameters": 6313976} {"train_lr": 0.00015935677047806973, "train_loss": 2.255463580361945, "test_loss": 0.8514943622223293, "test_acc1": 78.64200258789063, "test_acc5": 94.240002578125, "epoch": 248, "n_parameters": 6313976} {"train_lr": 0.00015391256114029845, "train_loss": 2.265626274781833, "test_loss": 0.8591764031248238, "test_acc1": 78.450002109375, "test_acc5": 94.23800271484374, "epoch": 249, "n_parameters": 6313976} {"train_lr": 0.00014856168313107318, "train_loss": 2.248354605014185, "test_loss": 0.8551944521547273, "test_acc1": 78.61800287109375, "test_acc5": 94.202002890625, "epoch": 250, "n_parameters": 6313976} {"train_lr": 0.00014330472323448312, "train_loss": 2.2402299222090454, "test_loss": 0.8579389259560417, "test_acc1": 78.558002421875, "test_acc5": 94.29800287109374, "epoch": 251, "n_parameters": 6313976} {"train_lr": 0.0001381422579354107, "train_loss": 2.2424472678098364, "test_loss": 0.8585851739608604, "test_acc1": 78.6800023046875, "test_acc5": 94.2700026953125, "epoch": 252, "n_parameters": 6313976} {"train_lr": 0.0001330748533563583, "train_loss": 2.226146799816693, "test_loss": 0.8500733689497445, "test_acc1": 78.65400236328125, "test_acc5": 94.2780023046875, "epoch": 253, "n_parameters": 6313976} {"train_lr": 0.00012810306519533694, "train_loss": 2.235872414329355, "test_loss": 0.8488633435873585, "test_acc1": 78.73000266601562, "test_acc5": 94.3580027734375, "epoch": 254, "n_parameters": 6313976} {"train_lr": 0.00012322743866494126, "train_loss": 2.2415916686244817, "test_loss": 0.8531505348345706, "test_acc1": 78.686002734375, "test_acc5": 94.250002421875, "epoch": 255, "n_parameters": 6313976} {"train_lr": 0.00011844850843257583, "train_loss": 2.240579832372048, "test_loss": 0.8530758854769568, "test_acc1": 78.81400224609375, "test_acc5": 94.30800279296875, "epoch": 256, "n_parameters": 6313976} {"train_lr": 0.00011376679856178666, "train_loss": 2.2248537563782134, "test_loss": 0.8452126515730647, "test_acc1": 78.77000255859375, "test_acc5": 94.33800259765626, "epoch": 257, "n_parameters": 6313976} {"train_lr": 0.00010918282245481492, "train_loss": 2.229888620589086, "test_loss": 0.8477061900473734, "test_acc1": 78.79000263671875, "test_acc5": 94.3460026953125, "epoch": 258, "n_parameters": 6313976} {"train_lr": 0.00010469708279631207, "train_loss": 2.223231615208322, "test_loss": 0.8427689242681474, "test_acc1": 78.96600258789063, "test_acc5": 94.37400255859374, "epoch": 259, "n_parameters": 6313976} {"train_lr": 0.00010031007149816415, "train_loss": 2.217801771718535, "test_loss": 0.8396230493565552, "test_acc1": 78.9620025390625, "test_acc5": 94.4020026171875, "epoch": 260, "n_parameters": 6313976} {"train_lr": 9.602226964561254e-05, "train_loss": 2.2213612869917916, "test_loss": 0.8416850445152239, "test_acc1": 79.02600239257812, "test_acc5": 94.35800279296875, "epoch": 261, "n_parameters": 6313976} {"train_lr": 9.183414744444096e-05, "train_loss": 2.2144559682320826, "test_loss": 0.8468943579506328, "test_acc1": 78.86000256835938, "test_acc5": 94.33600279296876, "epoch": 262, "n_parameters": 6313976} {"train_lr": 8.774616416944161e-05, "train_loss": 2.2098256786473747, "test_loss": 0.8350873819289316, "test_acc1": 79.07000229492188, "test_acc5": 94.4720026171875, "epoch": 263, "n_parameters": 6313976} {"train_lr": 8.37587681140576e-05, "train_loss": 2.2188838193361327, "test_loss": 0.8425077788019908, "test_acc1": 78.94600225585937, "test_acc5": 94.388002890625, "epoch": 264, "n_parameters": 6313976} {"train_lr": 7.987239654118778e-05, "train_loss": 2.208748214607902, "test_loss": 0.8322574198246002, "test_acc1": 79.11000276367187, "test_acc5": 94.5580023828125, "epoch": 265, "n_parameters": 6313976} {"train_lr": 7.608747563528369e-05, "train_loss": 2.206121041263036, "test_loss": 0.8361081832465325, "test_acc1": 78.95000228515624, "test_acc5": 94.4280025, "epoch": 266, "n_parameters": 6313976} {"train_lr": 7.240442045557008e-05, "train_loss": 2.211852099874513, "test_loss": 0.8341728079182501, "test_acc1": 79.05200270507812, "test_acc5": 94.4660028515625, "epoch": 267, "n_parameters": 6313976} {"train_lr": 6.882363489054739e-05, "train_loss": 2.2150754944550144, "test_loss": 0.834653525862075, "test_acc1": 79.05800249023437, "test_acc5": 94.48400283203125, "epoch": 268, "n_parameters": 6313976} {"train_lr": 6.534551161370524e-05, "train_loss": 2.2006455960748292, "test_loss": 0.8322125074972633, "test_acc1": 79.1560026953125, "test_acc5": 94.48200275390624, "epoch": 269, "n_parameters": 6313976} {"train_lr": 6.197043204046283e-05, "train_loss": 2.1876812734716324, "test_loss": 0.8273926812956351, "test_acc1": 79.20600255859375, "test_acc5": 94.43200263671875, "epoch": 270, "n_parameters": 6313976} {"train_lr": 5.8698766286322e-05, "train_loss": 2.1955261530874255, "test_loss": 0.8263669079951658, "test_acc1": 79.1820025390625, "test_acc5": 94.52200275390625, "epoch": 271, "n_parameters": 6313976} {"train_lr": 5.553087312630515e-05, "train_loss": 2.202448784042415, "test_loss": 0.824857308778144, "test_acc1": 79.150002578125, "test_acc5": 94.5200028515625, "epoch": 272, "n_parameters": 6313976} {"train_lr": 5.246709995559324e-05, "train_loss": 2.189031441315568, "test_loss": 0.8332686960014678, "test_acc1": 79.07200252929688, "test_acc5": 94.486002578125, "epoch": 273, "n_parameters": 6313976} {"train_lr": 4.950778275144282e-05, "train_loss": 2.193382461055768, "test_loss": 0.8277981966051436, "test_acc1": 79.25800267578126, "test_acc5": 94.62000279296875, "epoch": 274, "n_parameters": 6313976} {"train_lr": 4.6653246036330756e-05, "train_loss": 2.183700617983473, "test_loss": 0.8198454944232038, "test_acc1": 79.3180026953125, "test_acc5": 94.63800263671875, "epoch": 275, "n_parameters": 6313976} {"train_lr": 4.3903802842375774e-05, "train_loss": 2.1842083059769455, "test_loss": 0.8220569111463678, "test_acc1": 79.39000251953125, "test_acc5": 94.6140026953125, "epoch": 276, "n_parameters": 6313976} {"train_lr": 4.1259754677011786e-05, "train_loss": 2.1905251341424496, "test_loss": 0.8300408331947472, "test_acc1": 79.29200276367187, "test_acc5": 94.59400234375, "epoch": 277, "n_parameters": 6313976} {"train_lr": 3.872139148991317e-05, "train_loss": 2.1970476636783682, "test_loss": 0.8178861435815579, "test_acc1": 79.40400256835937, "test_acc5": 94.61400267578125, "epoch": 278, "n_parameters": 6313976} {"train_lr": 3.628899164120447e-05, "train_loss": 2.1793644280551816, "test_loss": 0.820157777944594, "test_acc1": 79.38800255859375, "test_acc5": 94.64000248046875, "epoch": 279, "n_parameters": 6313976} {"train_lr": 3.396282187094542e-05, "train_loss": 2.1758811983654347, "test_loss": 0.8238587495479875, "test_acc1": 79.2660024609375, "test_acc5": 94.64600251953125, "epoch": 280, "n_parameters": 6313976} {"train_lr": 3.174313726986302e-05, "train_loss": 2.1697842527827103, "test_loss": 0.8215634068687454, "test_acc1": 79.35000255859374, "test_acc5": 94.64800251953125, "epoch": 281, "n_parameters": 6313976} {"train_lr": 2.9630181251387e-05, "train_loss": 2.1859679096084323, "test_loss": 0.8175042467262909, "test_acc1": 79.50600265625, "test_acc5": 94.6200028515625, "epoch": 282, "n_parameters": 6313976} {"train_lr": 2.7624185524954176e-05, "train_loss": 2.173171116984624, "test_loss": 0.8149836891480075, "test_acc1": 79.4480027734375, "test_acc5": 94.67400255859376, "epoch": 283, "n_parameters": 6313976} {"train_lr": 2.572537007060402e-05, "train_loss": 2.181395644335438, "test_loss": 0.8155529139606097, "test_acc1": 79.4840025390625, "test_acc5": 94.64000248046875, "epoch": 284, "n_parameters": 6313976} {"train_lr": 2.3933943114847106e-05, "train_loss": 2.181276484287614, "test_loss": 0.812640787422202, "test_acc1": 79.50000237304687, "test_acc5": 94.68200265625, "epoch": 285, "n_parameters": 6313976} {"train_lr": 2.2250101107838575e-05, "train_loss": 2.1762027067246197, "test_loss": 0.8135006286715734, "test_acc1": 79.56000237304687, "test_acc5": 94.68800248046875, "epoch": 286, "n_parameters": 6313976} {"train_lr": 2.0674028701827155e-05, "train_loss": 2.1776235964801387, "test_loss": 0.8195512574592619, "test_acc1": 79.41200236328125, "test_acc5": 94.6740023828125, "epoch": 287, "n_parameters": 6313976} {"train_lr": 1.9205898730913854e-05, "train_loss": 2.1675825472072447, "test_loss": 0.8219189254837181, "test_acc1": 79.32400268554687, "test_acc5": 94.6520026953125, "epoch": 288, "n_parameters": 6313976} {"train_lr": 1.7845872192095012e-05, "train_loss": 2.1691695134178532, "test_loss": 0.8153960346493102, "test_acc1": 79.44800283203125, "test_acc5": 94.6820026953125, "epoch": 289, "n_parameters": 6313976} {"train_lr": 1.659409822760516e-05, "train_loss": 2.1826264397274677, "test_loss": 0.8157483726057387, "test_acc1": 79.4560028125, "test_acc5": 94.68600267578125, "epoch": 290, "n_parameters": 6313976} {"train_lr": 1.545071410856787e-05, "train_loss": 2.1802384413355926, "test_loss": 0.8145647978282157, "test_acc1": 79.48400271484375, "test_acc5": 94.71800294921874, "epoch": 291, "n_parameters": 6313976} {"train_lr": 1.4415845219935669e-05, "train_loss": 2.185096214619948, "test_loss": 0.8158719665904082, "test_acc1": 79.38800241210937, "test_acc5": 94.654002734375, "epoch": 292, "n_parameters": 6313976} {"train_lr": 1.3489605046743441e-05, "train_loss": 2.168299188621515, "test_loss": 0.812165882068736, "test_acc1": 79.5820022265625, "test_acc5": 94.68800259765625, "epoch": 293, "n_parameters": 6313976} {"train_lr": 1.267209516166461e-05, "train_loss": 2.160220440914877, "test_loss": 0.8152817450179398, "test_acc1": 79.46800251953125, "test_acc5": 94.6940028125, "epoch": 294, "n_parameters": 6313976} {"train_lr": 1.1963405213869678e-05, "train_loss": 2.161462061101203, "test_loss": 0.8177135077141623, "test_acc1": 79.46600268554687, "test_acc5": 94.72200271484375, "epoch": 295, "n_parameters": 6313976} {"train_lr": 1.1363612919198826e-05, "train_loss": 2.1709056004202907, "test_loss": 0.8148460617957224, "test_acc1": 79.52400260742188, "test_acc5": 94.698002265625, "epoch": 296, "n_parameters": 6313976} {"train_lr": 1.0872784051636047e-05, "train_loss": 2.1787237142392106, "test_loss": 0.8118370149199289, "test_acc1": 79.4820028515625, "test_acc5": 94.71600232421875, "epoch": 297, "n_parameters": 6313976} {"train_lr": 1.0490972436097075e-05, "train_loss": 2.1601947078840147, "test_loss": 0.8112203373026302, "test_acc1": 79.4940025, "test_acc5": 94.7020024609375, "epoch": 298, "n_parameters": 6313976} {"train_lr": 1.0218219942528799e-05, "train_loss": 2.180711246532597, "test_loss": 0.8162619123477062, "test_acc1": 79.50600213867187, "test_acc5": 94.6820025390625, "epoch": 299, "n_parameters": 6313976}