rmt_m_label.txt

{"epoch": 0, "n_parameters": 54667896, "train_lr": 1.000000000000014e-06, "train_loss": 10.731460556936264, "test_loss": 6.969395529697923, "test_acc1": 0.11196418000731953, "test_acc5": 0.4998400856574529, "test_ema_loss": 6.9762952862417, "test_ema_acc1": 0.11196417982141253, "test_ema_acc5": 0.49584136492860525}
{"epoch": 1, "n_parameters": 54667896, "train_lr": 1.000000000000014e-06, "train_loss": 10.571075526428222, "test_loss": 6.931123112930971, "test_acc1": 0.07997441429094253, "test_acc5": 0.44785671774119196, "test_ema_loss": 6.923238806864795, "test_ema_acc1": 0.1019673774773237, "test_ema_acc5": 0.5078375243122427}
{"epoch": 2, "n_parameters": 54667896, "train_lr": 0.00040080000000000486, "train_loss": 10.131270611667633, "test_loss": 5.4223816412336685, "test_acc1": 4.40459068734449, "test_acc5": 14.361404753120297, "test_ema_loss": 6.913652781177969, "test_ema_acc1": 0.09796865676277658, "test_ema_acc5": 0.48584456195529274}
{"epoch": 3, "n_parameters": 54667896, "train_lr": 0.0008005999999999952, "train_loss": 9.5592097407341, "test_loss": 3.911303237957113, "test_acc1": 19.557742121924367, "test_acc5": 42.82229803070683, "test_ema_loss": 6.911741324207362, "test_ema_acc1": 0.09996801749186415, "test_ema_acc5": 0.5038388031543788}
{"epoch": 4, "n_parameters": 54667896, "train_lr": 0.001200399999999992, "train_loss": 9.0076504570961, "test_loss": 3.010058812906637, "test_acc1": 33.597249872853794, "test_acc5": 60.75256081437424, "test_ema_loss": 6.910809262710459, "test_ema_acc1": 0.09596929659141003, "test_ema_acc5": 0.5058381596791081}
{"epoch": 5, "n_parameters": 54667896, "train_lr": 0.001600200000000024, "train_loss": 8.560392217898368, "test_loss": 2.5046953719985834, "test_acc1": 43.616044152263484, "test_acc5": 70.61540512251534, "test_ema_loss": 6.911090441486415, "test_ema_acc1": 0.09197057550504889, "test_ema_acc5": 0.4998400802375488}
{"epoch": 6, "n_parameters": 54667896, "train_lr": 0.0019987229246352088, "train_loss": 8.237819286465644, "test_loss": 2.121070346849806, "test_acc1": 50.243923252923935, "test_acc5": 76.66347008382976, "test_ema_loss": 6.912755066857619, "test_ema_acc1": 0.09396993623413646, "test_ema_acc5": 0.5018394412383466}
{"epoch": 7, "n_parameters": 54667896, "train_lr": 0.0019981611846033847, "train_loss": 7.965507912254333, "test_loss": 1.8868565988343429, "test_acc1": 55.70217684317459, "test_acc5": 80.49624374365852, "test_ema_loss": 6.915824106510947, "test_ema_acc1": 0.09596929659141003, "test_ema_acc5": 0.49984008079526976}
{"epoch": 8, "n_parameters": 54667896, "train_lr": 0.00199749744640187, "train_loss": 7.785127036452294, "test_loss": 1.7093535561443252, "test_acc1": 59.16107001460216, "test_acc5": 83.15539283212453, "test_ema_loss": 6.920219493262908, "test_ema_acc1": 0.09796865713459059, "test_ema_acc5": 0.49184263726399635}
{"epoch": 9, "n_parameters": 54667896, "train_lr": 0.001996731778196886, "train_loss": 7.649392500376702, "test_loss": 1.5557714907507247, "test_acc1": 62.258079183994006, "test_acc5": 85.37268326195554, "test_ema_loss": 6.924934931537685, "test_ema_acc1": 0.09396993642004346, "test_ema_acc5": 0.4978407192510515}
{"epoch": 10, "n_parameters": 54667896, "train_lr": 0.001995864258623014, "train_loss": 7.5338066145181655, "test_loss": 1.5108040679684456, "test_acc1": 63.5336710882736, "test_acc5": 86.4363427976729, "test_ema_loss": 6.928845295134713, "test_ema_acc1": 0.09596929714913102, "test_ema_acc5": 0.5158349607218479}
{"epoch": 11, "n_parameters": 54667896, "train_lr": 0.001994894976774958, "train_loss": 7.4530960778951645, "test_loss": 1.4145878551199156, "test_acc1": 65.91890771489683, "test_acc5": 87.75392144151932, "test_ema_loss": 6.9293263361734505, "test_ema_acc1": 0.11196417944959852, "test_ema_acc5": 0.5358285663109594}
{"epoch": 12, "n_parameters": 54667896, "train_lr": 0.0019938240321983884, "train_loss": 7.382503157591819, "test_loss": 1.364238042384386, "test_acc1": 67.06654084026242, "test_acc5": 88.5576640022007, "test_ema_loss": 6.921645298600197, "test_ema_acc1": 0.12595970195051348, "test_ema_acc5": 0.5938100157566583}
{"epoch": 13, "n_parameters": 54667896, "train_lr": 0.0019926515348799687, "train_loss": 7.314869645118713, "test_loss": 1.314825445851859, "test_acc1": 68.0382298258582, "test_acc5": 89.0914930894599, "test_ema_loss": 6.891584285041866, "test_ema_acc1": 0.17594371061064232, "test_ema_acc5": 0.8257358100501223}
{"epoch": 14, "n_parameters": 54667896, "train_lr": 0.0019913776052357347, "train_loss": 7.260384793996811, "test_loss": 1.3161396590773673, "test_acc1": 68.44010116957887, "test_acc5": 89.40539290259758, "test_ema_loss": 6.790052281583057, "test_ema_acc1": 0.38787590563583285, "test_ema_acc5": 1.8154191551247394}
{"epoch": 15, "n_parameters": 54667896, "train_lr": 0.001990002374098876, "train_loss": 7.2190709312438965, "test_loss": 1.230913825223551, "test_acc1": 69.89163686766963, "test_acc5": 90.01519765048475, "test_ema_loss": 6.50599727648146, "test_ema_acc1": 1.7114524186486932, "test_ema_acc5": 6.01007696814592}
{"epoch": 16, "n_parameters": 54667896, "train_lr": 0.001988525982706464, "train_loss": 7.1783694855213165, "test_loss": 1.2008975933525055, "test_acc1": 70.63739813586801, "test_acc5": 90.63300003108502, "test_ema_loss": 5.908992322928765, "test_ema_acc1": 5.904110878906186, "test_ema_acc5": 16.820617875145057}
{"epoch": 17, "n_parameters": 54667896, "train_lr": 0.001986948582684582, "train_loss": 7.136200624346733, "test_loss": 1.1931711851537008, "test_acc1": 70.96729273759472, "test_acc5": 90.86492575976762, "test_ema_loss": 5.070766377974959, "test_ema_acc1": 13.26375599657391, "test_ema_acc5": 31.389956133722574}
{"epoch": 18, "n_parameters": 54667896, "train_lr": 0.0019852703360330225, "train_loss": 7.105154932022095, "test_loss": 1.155530659481883, "test_acc1": 71.62708150722702, "test_acc5": 91.26879652814078, "test_ema_loss": 4.209623128614005, "test_ema_acc1": 22.168906583323817, "test_ema_acc5": 44.89563464740874}
{"epoch": 19, "n_parameters": 54667896, "train_lr": 0.001983491415108655, "train_loss": 7.073396415662765, "test_loss": 1.1611406164353384, "test_acc1": 71.9509778709192, "test_acc5": 91.41874844693864, "test_ema_loss": 3.4701014888637207, "test_ema_acc1": 30.79414676292844, "test_ema_acc5": 56.06206156379202}
{"epoch": 20, "n_parameters": 54667896, "train_lr": 0.001981612002607491, "train_loss": 7.045113347601891, "test_loss": 1.1304332765832763, "test_acc1": 72.69873865689517, "test_acc5": 91.64267687513824, "test_ema_loss": 2.8882173483862594, "test_ema_acc1": 38.93154306489538, "test_ema_acc5": 64.6533127583835}
{"epoch": 21, "n_parameters": 54667896, "train_lr": 0.0019796322915462067, "train_loss": 7.021183545351028, "test_loss": 1.1067044065224336, "test_acc1": 73.29454820307112, "test_acc5": 92.15051433495505, "test_ema_loss": 2.4599890792194534, "test_ema_acc1": 45.5114375632006, "test_ema_acc5": 71.1972191580884}
{"epoch": 22, "n_parameters": 54667896, "train_lr": 0.0019775524852422076, "train_loss": 6.998912722015381, "test_loss": 1.0748708373182179, "test_acc1": 73.47848920035042, "test_acc5": 92.31846070198088, "test_ema_loss": 2.1472436911700403, "test_ema_acc1": 50.86772362879279, "test_ema_acc5": 76.11964416000528}
{"epoch": 23, "n_parameters": 54667896, "train_lr": 0.001975372797292651, "train_loss": 6.971246927523613, "test_loss": 1.0919050222317523, "test_acc1": 73.63443930547206, "test_acc5": 92.1785055451567, "test_ema_loss": 1.9105737208224394, "test_ema_acc1": 55.336293775609725, "test_ema_acc5": 79.83845418611553}
{"epoch": 24, "n_parameters": 54667896, "train_lr": 0.0019730934515525844, "train_loss": 6.9540346194028855, "test_loss": 1.0945873261593722, "test_acc1": 73.54446809122521, "test_acc5": 92.3644458208798, "test_ema_loss": 1.727180189179147, "test_ema_acc1": 58.939141033020675, "test_ema_acc5": 82.62756187490218}
{"epoch": 25, "n_parameters": 54667896, "train_lr": 0.001970714682112047, "train_loss": 6.934356055474281, "test_loss": 1.0556368024143226, "test_acc1": 74.444180100527, "test_acc5": 92.71833276748657, "test_ema_loss": 1.5857364483287228, "test_ema_acc1": 62.12212268976698, "test_ema_acc5": 84.77887337450332}
{"epoch": 26, "n_parameters": 54667896, "train_lr": 0.001968236733271861, "train_loss": 6.920093388199806, "test_loss": 1.0661423809634631, "test_acc1": 74.32621803301996, "test_acc5": 92.70233779081686, "test_ema_loss": 1.4750494102344793, "test_ema_acc1": 64.65931080879497, "test_ema_acc5": 86.48232831835976}
{"epoch": 27, "n_parameters": 54667896, "train_lr": 0.001965659859518709, "train_loss": 6.905261148333549, "test_loss": 1.0568344645092593, "test_acc1": 74.55814382622658, "test_acc5": 92.82629815767915, "test_ema_loss": 1.3871691026450956, "test_ema_acc1": 66.5607024229877, "test_ema_acc5": 87.78591087637845}
{"epoch": 28, "n_parameters": 54667896, "train_lr": 0.001962984325498816, "train_loss": 6.8850447645664214, "test_loss": 1.076056716415812, "test_acc1": 74.68210411026016, "test_acc5": 92.61836461096487, "test_ema_loss": 1.3137292498722672, "test_ema_acc1": 68.26615690292644, "test_ema_acc5": 88.82157946136313}
{"epoch": 29, "n_parameters": 54667896, "train_lr": 0.0019602104059909036, "train_loss": 6.873912539219856, "test_loss": 1.0523137794533635, "test_acc1": 74.90203383193135, "test_acc5": 93.02023588306844, "test_ema_loss": 1.2536445159930736, "test_ema_acc1": 69.63571865819466, "test_ema_acc5": 89.70729621770057}
{"epoch": 30, "n_parameters": 54667896, "train_lr": 0.0019573383858779896, "train_loss": 6.859931185150146, "test_loss": 1.0291340086636518, "test_acc1": 75.52983291593029, "test_acc5": 93.3121425487716, "test_ema_loss": 1.2035796405501007, "test_ema_acc1": 70.88132018182648, "test_ema_acc5": 90.46905232711397}
{"epoch": 31, "n_parameters": 54667896, "train_lr": 0.0019543685601180597, "train_loss": 6.850589475512504, "test_loss": 1.0293837975820197, "test_acc1": 75.50983921946124, "test_acc5": 93.28215223447833, "test_ema_loss": 1.1619466498548932, "test_ema_acc1": 71.85900728739155, "test_ema_acc5": 91.03887010352854}
{"epoch": 32, "n_parameters": 54667896, "train_lr": 0.001951301233713696, "train_loss": 6.834578147482872, "test_loss": 1.000630902386654, "test_acc1": 75.7397658541198, "test_acc5": 93.49008575968459, "test_ema_loss": 1.1262394691242235, "test_ema_acc1": 72.75871940514863, "test_ema_acc5": 91.58469559318044}
{"epoch": 33, "n_parameters": 54667896, "train_lr": 0.001948136721680925, "train_loss": 6.819468720793724, "test_loss": 0.9865091510308797, "test_acc1": 76.31558166447162, "test_acc5": 93.68202410915762, "test_ema_loss": 1.0945291283663692, "test_ema_acc1": 73.51847648346035, "test_ema_acc5": 92.07253949472863}
{"epoch": 34, "n_parameters": 54667896, "train_lr": 0.0019448753490167742, "train_loss": 6.811337127017975, "test_loss": 1.0055949037264593, "test_acc1": 76.05966337582886, "test_acc5": 93.59405234267295, "test_ema_loss": 1.0670063137213754, "test_ema_acc1": 74.15027433393556, "test_ema_acc5": 92.43642293194205}
{"epoch": 35, "n_parameters": 54667896, "train_lr": 0.0019415174506659735, "train_loss": 6.800485822129249, "test_loss": 0.9885172999929637, "test_acc1": 76.39555586139437, "test_acc5": 93.61004732986787, "test_ema_loss": 1.0430518271031735, "test_ema_acc1": 74.70009827568069, "test_ema_acc5": 92.80230585261178}
{"epoch": 36, "n_parameters": 54667896, "train_lr": 0.001938063371486346, "train_loss": 6.789926941728592, "test_loss": 0.9833942170747939, "test_acc1": 76.45553648815046, "test_acc5": 93.775994096745, "test_ema_loss": 1.0209716942763942, "test_ema_acc1": 75.28791009716247, "test_ema_acc5": 93.0882142111802}
{"epoch": 37, "n_parameters": 54667896, "train_lr": 0.0019345134662136544, "train_loss": 6.787859375882149, "test_loss": 1.0085691940313315, "test_acc1": 76.6354791413342, "test_acc5": 93.83997378239476, "test_ema_loss": 1.000934006201158, "test_ema_acc1": 75.81374206973129, "test_ema_acc5": 93.37812141356221}
{"epoch": 38, "n_parameters": 54667896, "train_lr": 0.0019308680994250167, "train_loss": 6.765947045660019, "test_loss": 1.0032583057661266, "test_acc1": 76.33357551413626, "test_acc5": 93.68002483391716, "test_ema_loss": 0.9831527826746049, "test_ema_acc1": 76.23360765369291, "test_ema_acc5": 93.58405556056412}
{"epoch": 39, "n_parameters": 54667896, "train_lr": 0.0019271276455015156, "train_loss": 6.76702014579773, "test_loss": 0.9944016850306926, "test_acc1": 76.65147413219005, "test_acc5": 93.7560005526625, "test_ema_loss": 0.966873424798798, "test_ema_acc1": 76.65747216063589, "test_ema_acc5": 93.81598127231489}
{"epoch": 40, "n_parameters": 54667896, "train_lr": 0.0019232924885896892, "train_loss": 6.753807210588455, "test_loss": 0.9687432538690594, "test_acc1": 76.92538629703924, "test_acc5": 94.11788481485362, "test_ema_loss": 0.9526955715709311, "test_ema_acc1": 77.01135887431549, "test_ema_acc5": 94.03591100771459}
{"epoch": 41, "n_parameters": 54667896, "train_lr": 0.0019193630225621447, "train_loss": 6.745777340435982, "test_loss": 0.9718236945131246, "test_acc1": 76.63947778974521, "test_acc5": 93.56406201007499, "test_ema_loss": 0.9400204867193037, "test_ema_acc1": 77.37724174418972, "test_ema_acc5": 94.16586935817624}
{"epoch": 42, "n_parameters": 54667896, "train_lr": 0.0019153396509770334, "train_loss": 6.739421869659424, "test_loss": 0.9880896558957722, "test_acc1": 76.8234190812724, "test_acc5": 93.84197297984029, "test_ema_loss": 0.9281197944656014, "test_ema_acc1": 77.71513365646699, "test_ema_acc5": 94.34781123443209}
{"epoch": 43, "n_parameters": 54667896, "train_lr": 0.0019112227870368198, "train_loss": 6.734903842568397, "test_loss": 0.9725278011824497, "test_acc1": 76.94538013125107, "test_acc5": 94.0259143354339, "test_ema_loss": 0.9174897894537186, "test_ema_acc1": 78.02703395228468, "test_ema_acc5": 94.43578301510288}
{"epoch": 44, "n_parameters": 54667896, "train_lr": 0.001907012853545513, "train_loss": 6.724738205099106, "test_loss": 0.990411169196972, "test_acc1": 76.8534092129764, "test_acc5": 93.89395643012766, "test_ema_loss": 0.9075696911005413, "test_ema_acc1": 78.2889499993791, "test_ema_acc5": 94.55174591307906}
{"epoch": 45, "n_parameters": 54667896, "train_lr": 0.0019027102828654645, "train_loss": 6.7103184872150425, "test_loss": 0.9467515880105031, "test_acc1": 77.61916432545418, "test_acc5": 94.3798008976422, "test_ema_loss": 0.8986879252582131, "test_ema_acc1": 78.5468674218586, "test_ema_acc5": 94.6597113586433}
{"epoch": 46, "n_parameters": 54667896, "train_lr": 0.0018983155168728818, "train_loss": 6.709816339588166, "test_loss": 0.9539633253726232, "test_acc1": 77.64915488411506, "test_acc5": 94.19785911748598, "test_ema_loss": 0.891140469473184, "test_ema_acc1": 78.76479764268403, "test_ema_acc5": 94.76967617051386}
{"epoch": 47, "n_parameters": 54667896, "train_lr": 0.0018938290069125936, "train_loss": 6.703827312874794, "test_loss": 0.9642269263756188, "test_acc1": 77.55318546203642, "test_acc5": 94.2838317661505, "test_ema_loss": 0.8841882336282116, "test_ema_acc1": 78.97473057400929, "test_ema_acc5": 94.90563275717957}
{"epoch": 48, "n_parameters": 54667896, "train_lr": 0.0018892512137514573, "train_loss": 6.7060513201713565, "test_loss": 0.9636728777002324, "test_acc1": 77.4132303148222, "test_acc5": 94.163870083851, "test_ema_loss": 0.8771191239083076, "test_ema_acc1": 79.0726991441108, "test_ema_acc5": 95.00760005440227}
{"epoch": 49, "n_parameters": 54667896, "train_lr": 0.0018845826075311975, "train_loss": 6.691446048784256, "test_loss": 0.9504848669063958, "test_acc1": 77.79310873923055, "test_acc5": 94.34381259197008, "test_ema_loss": 0.8706828194862122, "test_ema_acc1": 79.29262890101852, "test_ema_acc5": 95.08957375995028}
{"epoch": 50, "n_parameters": 54667896, "train_lr": 0.0018798236677201427, "train_loss": 6.685071280694008, "test_loss": 0.9450832197908312, "test_acc1": 77.76311828216069, "test_acc5": 94.24984259339989, "test_ema_loss": 0.8647881450186319, "test_ema_acc1": 79.4545770611278, "test_ema_acc5": 95.16954822732482}
{"epoch": 51, "n_parameters": 54667896, "train_lr": 0.0018749748830638525, "train_loss": 6.677363601970673, "test_loss": 0.9522839042440276, "test_acc1": 78.01703711892273, "test_acc5": 94.43978169875044, "test_ema_loss": 0.8592042000827325, "test_ema_acc1": 79.6185245912043, "test_ema_acc5": 95.2375265133358}
{"epoch": 52, "n_parameters": 54667896, "train_lr": 0.0018700367515350539, "train_loss": 6.675512627887726, "test_loss": 0.9714640941991306, "test_acc1": 77.58717462151614, "test_acc5": 94.15987135993313, "test_ema_loss": 0.8541309202966445, "test_ema_acc1": 79.78047265795966, "test_ema_acc5": 95.29550802272935}
{"epoch": 53, "n_parameters": 54667896, "train_lr": 0.0018650097802823727, "train_loss": 6.670085446190834, "test_loss": 0.943975410410477, "test_acc1": 77.61116698698896, "test_acc5": 94.30982324349445, "test_ema_loss": 0.8493745266185964, "test_ema_acc1": 79.90043445191777, "test_ema_acc5": 95.34549199367896}
{"epoch": 54, "n_parameters": 54667896, "train_lr": 0.0018598944855784236, "train_loss": 6.665764374279976, "test_loss": 0.9204045118188814, "test_acc1": 78.01103884473643, "test_acc5": 94.56174285306582, "test_ema_loss": 0.8450892503126798, "test_ema_acc1": 80.05038659357521, "test_ema_acc5": 95.41946834566039}
{"epoch": 55, "n_parameters": 54667896, "train_lr": 0.0018546913927666182, "train_loss": 6.655866499638558, "test_loss": 0.927718849880073, "test_acc1": 78.39091736021061, "test_acc5": 94.54374858102048, "test_ema_loss": 0.8410359999877127, "test_ema_acc1": 80.1443564516569, "test_ema_acc5": 95.47345105654448}
{"epoch": 56, "n_parameters": 54667896, "train_lr": 0.0018494010362072697, "train_loss": 6.652589034843444, "test_loss": 0.9315363609725061, "test_acc1": 78.2149738313598, "test_acc5": 94.44378056086872, "test_ema_loss": 0.837187073453713, "test_ema_acc1": 80.25832005791838, "test_ema_acc5": 95.51143896877194}
{"epoch": 57, "n_parameters": 54667896, "train_lr": 0.0018440239592227802, "train_loss": 6.646605233478546, "test_loss": 0.9412439476068625, "test_acc1": 78.07101978633317, "test_acc5": 94.50576076031646, "test_ema_loss": 0.833581433426041, "test_ema_acc1": 80.30630451795464, "test_ema_acc5": 95.56542165585992}
{"epoch": 58, "n_parameters": 54667896, "train_lr": 0.0018385607140416712, "train_loss": 6.6456997492074965, "test_loss": 0.9491927615942105, "test_acc1": 78.1729872039092, "test_acc5": 94.48176847538426, "test_ema_loss": 0.8301439917892875, "test_ema_acc1": 80.42226744887925, "test_ema_acc5": 95.55342549463151}
{"epoch": 59, "n_parameters": 54667896, "train_lr": 0.0018330118617422048, "train_loss": 6.6385076388359066, "test_loss": 0.928658998448073, "test_acc1": 78.35892782559092, "test_acc5": 94.63172055983955, "test_ema_loss": 0.8273305957999957, "test_ema_acc1": 80.49624375509896, "test_ema_acc5": 95.5874145497745}
{"epoch": 60, "n_parameters": 54667896, "train_lr": 0.001827377972194233, "train_loss": 6.636349800872803, "test_loss": 0.9296907381264164, "test_acc1": 78.57085978961952, "test_acc5": 94.61172675628808, "test_ema_loss": 0.8246976567760986, "test_ema_acc1": 80.5922130156387, "test_ema_acc5": 95.61340627148604}
{"epoch": 61, "n_parameters": 54667896, "train_lr": 0.0018216596240012521, "train_loss": 6.634151242089271, "test_loss": 0.9188969321411979, "test_acc1": 78.69681946970451, "test_acc5": 94.74168516852805, "test_ema_loss": 0.8218205259318518, "test_ema_acc1": 80.73016888990054, "test_ema_acc5": 95.62940117814033}
{"epoch": 62, "n_parameters": 54667896, "train_lr": 0.0018158574044405355, "train_loss": 6.629531126761436, "test_loss": 0.9030146470759064, "test_acc1": 78.55486479830604, "test_acc5": 94.74768310270474, "test_ema_loss": 0.8192218800267095, "test_ema_acc1": 80.82813749112003, "test_ema_acc5": 95.68738267289014}
{"epoch": 63, "n_parameters": 54667896, "train_lr": 0.0018099719094030562, "train_loss": 6.622621884322166, "test_loss": 0.9263758398592472, "test_acc1": 78.47489061556942, "test_acc5": 94.69969849394288, "test_ema_loss": 0.8167538747520131, "test_ema_acc1": 80.92410669674571, "test_ema_acc5": 95.71337433602667}
{"epoch": 64, "n_parameters": 54667896, "train_lr": 0.0018040037433322467, "train_loss": 6.614207581305504, "test_loss": 0.9058350002639654, "test_acc1": 79.04270876392064, "test_acc5": 94.90363317808125, "test_ema_loss": 0.8144715101704659, "test_ema_acc1": 80.99808318418184, "test_ema_acc5": 95.78535127960103}
{"epoch": 65, "n_parameters": 54667896, "train_lr": 0.001797953519161874, "train_loss": 6.6204647869348525, "test_loss": 0.9098120042780304, "test_acc1": 78.76079915993044, "test_acc5": 94.62772157965604, "test_ema_loss": 0.8122998165404972, "test_ema_acc1": 81.11404604737909, "test_ema_acc5": 95.82733778532544}
{"epoch": 66, "n_parameters": 54667896, "train_lr": 0.001791821858253012, "train_loss": 6.611083123540879, "test_loss": 0.9143624872188357, "test_acc1": 78.56086297776557, "test_acc5": 94.85164988887516, "test_ema_loss": 0.8101323465131881, "test_ema_acc1": 81.22201141240272, "test_ema_acc5": 95.8333358274998}
{"epoch": 67, "n_parameters": 54667896, "train_lr": 0.0017856093903304909, "train_loss": 6.606073115086556, "test_loss": 0.9108173355377991, "test_acc1": 78.46089504684917, "test_acc5": 94.60572875392643, "test_ema_loss": 0.8082889129325528, "test_ema_acc1": 81.26399806456465, "test_ema_acc5": 95.89531601276141}
{"epoch": 68, "n_parameters": 54667896, "train_lr": 0.0017793167534180085, "train_loss": 6.594956074380875, "test_loss": 0.9264101353200043, "test_acc1": 78.7807925278303, "test_acc5": 94.70769619072239, "test_ema_loss": 0.8062704052118694, "test_ema_acc1": 81.36596552286862, "test_ema_acc5": 95.92330698729019}
{"epoch": 69, "n_parameters": 54667896, "train_lr": 0.0017729445937726207, "train_loss": 6.599053077363968, "test_loss": 0.9160801135003567, "test_acc1": 78.98672672883104, "test_acc5": 94.98960583406767, "test_ema_loss": 0.804267610930016, "test_ema_acc1": 81.40795194988287, "test_ema_acc5": 95.94330059360863}
{"epoch": 70, "n_parameters": 54667896, "train_lr": 0.0017664935658183911, "train_loss": 6.594337679338455, "test_loss": 0.8992172218859196, "test_acc1": 79.24264482527457, "test_acc5": 94.97960900070571, "test_ema_loss": 0.8021575851804194, "test_ema_acc1": 81.47593020111493, "test_ema_acc5": 95.96929225811803}
{"epoch": 71, "n_parameters": 54667896, "train_lr": 0.0017599643320793462, "train_loss": 6.586527905797959, "test_loss": 0.8841772145619068, "test_acc1": 79.21665291273662, "test_acc5": 95.07557834087086, "test_ema_loss": 0.7998806596322752, "test_ema_acc1": 81.53591102739213, "test_ema_acc5": 96.00927949638147}
{"epoch": 72, "n_parameters": 54667896, "train_lr": 0.0017533575631110893, "train_loss": 6.583007962656021, "test_loss": 0.9054880359634647, "test_acc1": 79.14867474570613, "test_acc5": 95.06358230182626, "test_ema_loss": 0.7977702406454174, "test_ema_acc1": 81.60788787761257, "test_ema_acc5": 96.05326538671687}
{"epoch": 73, "n_parameters": 54667896, "train_lr": 0.0017466739374322347, "train_loss": 6.581478866267204, "test_loss": 0.9063788652693963, "test_acc1": 79.36060718931758, "test_acc5": 95.03159238921475, "test_ema_loss": 0.7954115466324284, "test_ema_acc1": 81.66786869839835, "test_ema_acc5": 96.03926992874}
{"epoch": 74, "n_parameters": 54667896, "train_lr": 0.001739914141454685, "train_loss": 6.579756317710877, "test_loss": 0.9077972473083612, "test_acc1": 79.26663714864661, "test_acc5": 94.9836077118103, "test_ema_loss": 0.7938416754580376, "test_ema_acc1": 81.71385394405723, "test_ema_acc5": 96.06326235370307}
{"epoch": 75, "n_parameters": 54667896, "train_lr": 0.001733078869412907, "train_loss": 6.574392486166954, "test_loss": 0.9000103673486806, "test_acc1": 79.39859502191965, "test_acc5": 95.107568105672, "test_ema_loss": 0.7925556609270108, "test_ema_acc1": 81.7798330811301, "test_ema_acc5": 96.0892539582646}
{"epoch": 76, "n_parameters": 54667896, "train_lr": 0.0017261688232929932, "train_loss": 6.568608482837677, "test_loss": 0.8971855947610867, "test_acc1": 79.3046250137395, "test_acc5": 94.89963458733, "test_ema_loss": 0.79070875184227, "test_ema_acc1": 81.83581508464411, "test_ema_acc5": 96.10524880085248}
{"epoch": 77, "n_parameters": 54667896, "train_lr": 0.0017191847127601453, "train_loss": 6.559943039464951, "test_loss": 0.9109203371849349, "test_acc1": 79.25064232985484, "test_acc5": 95.13755841950766, "test_ema_loss": 0.7891620251158362, "test_ema_acc1": 81.81982015831228, "test_ema_acc5": 96.14123734173985}
{"epoch": 78, "n_parameters": 54667896, "train_lr": 0.0017121272550862667, "train_loss": 6.561135235190392, "test_loss": 0.8949383728288334, "test_acc1": 79.28463147286033, "test_acc5": 95.12756159346758, "test_ema_loss": 0.787923807689153, "test_ema_acc1": 81.85980732884838, "test_ema_acc5": 96.16922840550399}
{"epoch": 79, "n_parameters": 54667896, "train_lr": 0.001704997175075857, "train_loss": 6.562807187652588, "test_loss": 0.8939937834271833, "test_acc1": 79.45057824568647, "test_acc5": 95.06558150842415, "test_ema_loss": 0.7868469108087832, "test_ema_acc1": 81.9437805814615, "test_ema_acc5": 96.17122770225247}
{"epoch": 80, "n_parameters": 54667896, "train_lr": 0.0016977952049918312, "train_loss": 6.552283790802956, "test_loss": 0.8860907638445497, "test_acc1": 79.368604692525, "test_acc5": 95.1155657013181, "test_ema_loss": 0.7853345670600367, "test_ema_acc1": 82.00376133451992, "test_ema_acc5": 96.19721937088042}
{"epoch": 81, "n_parameters": 54667896, "train_lr": 0.00169052208448029, "train_loss": 6.550431320261955, "test_loss": 0.8784382232492242, "test_acc1": 79.75248163309298, "test_acc5": 95.22553025692301, "test_ema_loss": 0.784047942937297, "test_ema_acc1": 82.01175881027031, "test_ema_acc5": 96.22321106330448}
{"epoch": 82, "n_parameters": 54667896, "train_lr": 0.001683178560494497, "train_loss": 6.543244869828224, "test_loss": 0.8886786975130877, "test_acc1": 79.4085918044861, "test_acc5": 95.11956417308888, "test_ema_loss": 0.7827336650533492, "test_ema_acc1": 82.06774083254662, "test_ema_acc5": 96.25520086013881}
{"epoch": 83, "n_parameters": 54667896, "train_lr": 0.0016757653872181489, "train_loss": 6.54370287528038, "test_loss": 0.8890261289060992, "test_acc1": 79.77047586715611, "test_acc5": 95.14755536040967, "test_ema_loss": 0.7809302697971683, "test_ema_acc1": 82.14371653985154, "test_ema_acc5": 96.28119253791911}
{"epoch": 84, "n_parameters": 54667896, "train_lr": 0.0016682833259880272, "train_loss": 6.54639242105484, "test_loss": 0.9063325198093319, "test_acc1": 79.3925967806818, "test_acc5": 95.14955475646109, "test_ema_loss": 0.7795564323006308, "test_ema_acc1": 82.1557127212151, "test_ema_acc5": 96.29518801053975}
{"epoch": 85, "n_parameters": 54667896, "train_lr": 0.0016607331452156676, "train_loss": 6.534054927539826, "test_loss": 0.8848361714797861, "test_acc1": 79.74448434130473, "test_acc5": 95.19753941601847, "test_ema_loss": 0.7782294260447516, "test_ema_acc1": 82.14371656913903, "test_ema_acc5": 96.2891900324318}
{"epoch": 86, "n_parameters": 54667896, "train_lr": 0.001653115620308591, "train_loss": 6.540166532945633, "test_loss": 0.8852643255719587, "test_acc1": 79.63851819569227, "test_acc5": 95.16754889442458, "test_ema_loss": 0.7772356491563294, "test_ema_acc1": 82.18370364632122, "test_ema_acc5": 96.29518806911476}
{"epoch": 87, "n_parameters": 54667896, "train_lr": 0.0016454315335905573, "train_loss": 6.527621876358986, "test_loss": 0.8856475137941101, "test_acc1": 79.80246558528029, "test_acc5": 95.32349891076848, "test_ema_loss": 0.7763023659422555, "test_ema_acc1": 82.22369079855262, "test_ema_acc5": 96.28918992077321}
{"epoch": 88, "n_parameters": 54667896, "train_lr": 0.0016376816742212838, "train_loss": 6.522119374012947, "test_loss": 0.8833260376293979, "test_acc1": 79.80246582141078, "test_acc5": 95.33549525733186, "test_ema_loss": 0.7753432392800117, "test_ema_acc1": 82.2776735387242, "test_ema_acc5": 96.2911893108756}
{"epoch": 89, "n_parameters": 54667896, "train_lr": 0.0016298668381152827, "train_loss": 6.522270469641685, "test_loss": 0.8668620028971311, "test_acc1": 80.12836154912118, "test_acc5": 95.22153157876687, "test_ema_loss": 0.7740865123786909, "test_ema_acc1": 82.3056646171321, "test_ema_acc5": 96.29718736769371}
{"epoch": 90, "n_parameters": 54667896, "train_lr": 0.0016219878278603747, "train_loss": 6.52326583340168, "test_loss": 0.8840809772475896, "test_acc1": 79.75048235831014, "test_acc5": 95.17754593600239, "test_ema_loss": 0.7728141041280812, "test_ema_acc1": 82.28966983678016, "test_ema_acc5": 96.32717774147721}
{"epoch": 91, "n_parameters": 54667896, "train_lr": 0.0016140454526349093, "train_loss": 6.521467307829857, "test_loss": 0.8661922521697467, "test_acc1": 80.09637168455947, "test_acc5": 95.40147397888828, "test_ema_loss": 0.7715958507375463, "test_ema_acc1": 82.30766401226828, "test_ema_acc5": 96.369164314929}
{"epoch": 92, "n_parameters": 54667896, "train_lr": 0.001606040528125067, "train_loss": 6.510620221948623, "test_loss": 0.8884726759621545, "test_acc1": 79.82645819237503, "test_acc5": 95.2195323460848, "test_ema_loss": 0.7704615904675687, "test_ema_acc1": 82.36364607847584, "test_ema_acc5": 96.39315659345455}
{"epoch": 93, "n_parameters": 54667896, "train_lr": 0.0015979738764406505, "train_loss": 6.509138817453384, "test_loss": 0.8583988685106092, "test_acc1": 80.27631418535668, "test_acc5": 95.41946824544222, "test_ema_loss": 0.7698886788532358, "test_ema_acc1": 82.4436203952943, "test_ema_acc5": 96.40715213929394}
{"epoch": 94, "n_parameters": 54667896, "train_lr": 0.0015898463260309926, "train_loss": 6.508866673946381, "test_loss": 0.8861028200755006, "test_acc1": 80.08637480726627, "test_acc5": 95.28751048062448, "test_ema_loss": 0.7690907121800324, "test_ema_acc1": 82.48560705111717, "test_ema_acc5": 96.42114759727083}
{"epoch": 95, "n_parameters": 54667896, "train_lr": 0.001581658711599793, "train_loss": 6.506629838085175, "test_loss": 0.877553196856752, "test_acc1": 80.07437858975094, "test_acc5": 95.33149649360129, "test_ema_loss": 0.7682345386539751, "test_ema_acc1": 82.51959633918733, "test_ema_acc5": 96.42314703496541}
{"epoch": 96, "n_parameters": 54667896, "train_lr": 0.001573411874019297, "train_loss": 6.497898103499413, "test_loss": 0.8651410828152781, "test_acc1": 80.1643500222812, "test_acc5": 95.43346375558747, "test_ema_loss": 0.7674654198344797, "test_ema_acc1": 82.61356628833485, "test_ema_acc5": 96.43114439768435}
{"epoch": 97, "n_parameters": 54667896, "train_lr": 0.0015651066602440093, "train_loss": 6.492714537167549, "test_loss": 0.8754681962514844, "test_acc1": 80.29030973531464, "test_acc5": 95.30150603378574, "test_ema_loss": 0.7665188722586369, "test_ema_acc1": 82.62156373754344, "test_ema_acc5": 96.42514638891605}
{"epoch": 98, "n_parameters": 54667896, "train_lr": 0.0015567439232236854, "train_loss": 6.489237132072449, "test_loss": 0.8758379541994894, "test_acc1": 79.92842541820943, "test_acc5": 95.3374944973358, "test_ema_loss": 0.7658897789386923, "test_ema_acc1": 82.62556233241325, "test_ema_acc5": 96.42914508491926}
{"epoch": 99, "n_parameters": 54667896, "train_lr": 0.0015483245218157454, "train_loss": 6.490185336971283, "test_loss": 0.8729662967380136, "test_acc1": 80.33229626254706, "test_acc5": 95.46745311870684, "test_ema_loss": 0.7649697508964249, "test_ema_acc1": 82.62156366020612, "test_ema_acc5": 96.42714572959578}
{"epoch": 100, "n_parameters": 54667896, "train_lr": 0.0015398493206970855, "train_loss": 6.4918772351026535, "test_loss": 0.845307998071589, "test_acc1": 80.10636856002222, "test_acc5": 95.43546289583085, "test_ema_loss": 0.7643160796313382, "test_ema_acc1": 82.63555916760568, "test_ema_acc5": 96.46513362168808}
{"epoch": 101, "n_parameters": 54667896, "train_lr": 0.001531319190275353, "train_loss": 6.48357134411335, "test_loss": 0.8666594152010101, "test_acc1": 80.18634283336705, "test_acc5": 95.52743360634729, "test_ema_loss": 0.7637130902833579, "test_ema_acc1": 82.68754264718054, "test_ema_acc5": 96.46713296236781}
{"epoch": 102, "n_parameters": 54667896, "train_lr": 0.0015227350065992514, "train_loss": 6.487796703028679, "test_loss": 0.8660003013689729, "test_acc1": 80.53823026860286, "test_acc5": 95.50544070556846, "test_ema_loss": 0.7629850856028497, "test_ema_acc1": 82.70753614733178, "test_ema_acc5": 96.46713296785921}
{"epoch": 103, "n_parameters": 54667896, "train_lr": 0.0015140976512689735, "train_loss": 6.48229546353817, "test_loss": 0.8615022321806892, "test_acc1": 80.43426352041467, "test_acc5": 95.47744974842914, "test_ema_loss": 0.7620716891525423, "test_ema_acc1": 82.76151897536587, "test_ema_acc5": 96.47313098989842}
{"epoch": 104, "n_parameters": 54667896, "train_lr": 0.0015054080113453623, "train_loss": 6.475724866557122, "test_loss": 0.868861527483472, "test_acc1": 80.26631709161052, "test_acc5": 95.55542476392296, "test_ema_loss": 0.760954030433341, "test_ema_acc1": 82.76151894745122, "test_ema_acc5": 96.49912268232247}
{"epoch": 105, "n_parameters": 54667896, "train_lr": 0.0014966669792590098, "train_loss": 6.476237675642968, "test_loss": 0.8523491299505729, "test_acc1": 80.32429882066035, "test_acc5": 95.57541837161425, "test_ema_loss": 0.7598907116334885, "test_ema_acc1": 82.82949709617702, "test_ema_acc5": 96.4971234601656}
{"epoch": 106, "n_parameters": 54667896, "train_lr": 0.0014878754527184396, "train_loss": 6.471416373753548, "test_loss": 0.8676217674168155, "test_acc1": 80.26431789004643, "test_acc5": 95.5314324666351, "test_ema_loss": 0.7588871619390214, "test_ema_acc1": 82.84149325191403, "test_ema_acc5": 96.509119621394}
{"epoch": 107, "n_parameters": 54667896, "train_lr": 0.001479034334617935, "train_loss": 6.465385640072823, "test_loss": 0.855061851482948, "test_acc1": 80.47425082411739, "test_acc5": 95.56942020542562, "test_ema_loss": 0.7578837476424215, "test_ema_acc1": 82.89147720684703, "test_ema_acc5": 96.53911000982127}
{"epoch": 108, "n_parameters": 54667896, "train_lr": 0.0014701445329449994, "train_loss": 6.461841049528122, "test_loss": 0.8503666059250998, "test_acc1": 80.3482910483904, "test_acc5": 95.34349254866251, "test_ema_loss": 0.7569116403978756, "test_ema_acc1": 82.92746566124475, "test_ema_acc5": 96.5551048377654}
{"epoch": 109, "n_parameters": 54667896, "train_lr": 0.001461206960686826, "train_loss": 6.46193888463974, "test_loss": 0.8574953413267127, "test_acc1": 80.37228321708781, "test_acc5": 95.54542801247449, "test_ema_loss": 0.7558851542964797, "test_ema_acc1": 82.91546947072884, "test_ema_acc5": 96.55710415464902}
{"epoch": 110, "n_parameters": 54667896, "train_lr": 0.0014522225357367301, "train_loss": 6.452873045730591, "test_loss": 0.8611614198615665, "test_acc1": 80.52223553996168, "test_acc5": 95.62940106648172, "test_ema_loss": 0.7549314410014845, "test_ema_acc1": 82.89747521790342, "test_ema_acc5": 96.56910031221649}
{"epoch": 111, "n_parameters": 54667896, "train_lr": 0.0014431921807998307, "train_loss": 6.452491488456726, "test_loss": 0.8436063369736075, "test_acc1": 80.8181407831452, "test_acc5": 95.6733869160892, "test_ema_loss": 0.7542380600866369, "test_ema_acc1": 82.95545665041728, "test_ema_acc5": 96.5611028469913}
{"epoch": 112, "n_parameters": 54667896, "train_lr": 0.0014341168232983098, "train_loss": 6.447048382782936, "test_loss": 0.8584651617771563, "test_acc1": 80.6581918584637, "test_acc5": 95.59941068537633, "test_ema_loss": 0.7533189901972518, "test_ema_acc1": 83.00144199309102, "test_ema_acc5": 96.56310224624605}
{"epoch": 113, "n_parameters": 54667896, "train_lr": 0.001424997395276098, "train_loss": 6.446310994935036, "test_loss": 0.8580295637879959, "test_acc1": 80.61220660868625, "test_acc5": 95.73736638208268, "test_ema_loss": 0.7523827919846072, "test_ema_acc1": 83.03743047128484, "test_ema_acc5": 96.54910665098399}
{"epoch": 114, "n_parameters": 54667896, "train_lr": 0.0014158348333030998, "train_loss": 6.446524070549011, "test_loss": 0.8520105713567532, "test_acc1": 80.57221932054253, "test_acc5": 95.54542802025398, "test_ema_loss": 0.7517394520588877, "test_ema_acc1": 83.04942672037575, "test_ema_acc5": 96.5551047553943}
{"epoch": 115, "n_parameters": 54667896, "train_lr": 0.0014066300783792914, "train_loss": 6.440039133739472, "test_loss": 0.8420404735678697, "test_acc1": 80.74616376818256, "test_acc5": 95.57741779695317, "test_ema_loss": 0.7510165880187688, "test_ema_acc1": 83.12340305771343, "test_ema_acc5": 96.58709458700754}
{"epoch": 116, "n_parameters": 54667896, "train_lr": 0.001397384075837758, "train_loss": 6.437360956025124, "test_loss": 0.8493038693662075, "test_acc1": 80.70817597447797, "test_acc5": 95.72537049313654, "test_ema_loss": 0.749968502930749, "test_ema_acc1": 83.1274018562229, "test_ema_acc5": 96.60708816952989}
{"epoch": 117, "n_parameters": 54667896, "train_lr": 0.0013880977752477324, "train_loss": 6.436152171754837, "test_loss": 0.8487117757253787, "test_acc1": 80.7181725392186, "test_acc5": 95.6413972771328, "test_ema_loss": 0.7489834054208854, "test_ema_acc1": 83.19538006901512, "test_ema_acc5": 96.5930926236905}
{"epoch": 118, "n_parameters": 54667896, "train_lr": 0.0013787721303171426, "train_loss": 6.4357349206447605, "test_loss": 0.8294544388841399, "test_acc1": 80.94010167158497, "test_acc5": 95.76735694577735, "test_ema_loss": 0.7480462654630708, "test_ema_acc1": 83.22137170286416, "test_ema_acc5": 96.60308944423917}
{"epoch": 119, "n_parameters": 54667896, "train_lr": 0.0013694080987945753, "train_loss": 6.4303896240472795, "test_loss": 0.8334783057216555, "test_acc1": 81.00807983998831, "test_acc5": 95.64539589396823, "test_ema_loss": 0.7471094480578733, "test_ema_acc1": 83.22137167357667, "test_ema_acc5": 96.62508239672874}
{"epoch": 120, "n_parameters": 54667896, "train_lr": 0.0013600066423709028, "train_loss": 6.422539078235626, "test_loss": 0.8380288480342749, "test_acc1": 81.05806403379752, "test_acc5": 95.79734742069428, "test_ema_loss": 0.746301010798882, "test_ema_acc1": 83.2353672125518, "test_ema_acc5": 96.65107414772781}
{"epoch": 121, "n_parameters": 54667896, "train_lr": 0.001350568726580578, "train_loss": 6.423779116129875, "test_loss": 0.8243574177408043, "test_acc1": 81.17002809482436, "test_acc5": 95.93330391903986, "test_ema_loss": 0.7453182065202033, "test_ema_acc1": 83.26535749847281, "test_ema_acc5": 96.67506647018462}
{"epoch": 122, "n_parameters": 54667896, "train_lr": 0.0013410953207025058, "train_loss": 6.4214090503931045, "test_loss": 0.835365218192558, "test_acc1": 81.07006010075678, "test_acc5": 95.84133309503434, "test_ema_loss": 0.7441512388177216, "test_ema_acc1": 83.31734079545839, "test_ema_acc5": 96.66706897567192}
{"epoch": 123, "n_parameters": 54667896, "train_lr": 0.0013315873976603725, "train_loss": 6.424694970273972, "test_loss": 0.8385715750114554, "test_acc1": 80.96609357314009, "test_acc5": 95.8233389900193, "test_ema_loss": 0.7431961003937485, "test_ema_acc1": 83.36732486342285, "test_ema_acc5": 96.67706584015185}
{"epoch": 124, "n_parameters": 54667896, "train_lr": 0.001322045933922814, "train_loss": 6.408989756608009, "test_loss": 0.8356312869171447, "test_acc1": 81.19402046304289, "test_acc5": 95.81534157238629, "test_ema_loss": 0.7420619865194621, "test_ema_acc1": 83.40731218039646, "test_ema_acc5": 96.67706578157684}
{"epoch": 125, "n_parameters": 54667896, "train_lr": 0.0013124719094030836, "train_loss": 6.4088498382568355, "test_loss": 0.8349622080157346, "test_acc1": 81.13803843161423, "test_acc5": 95.69737938910208, "test_ema_loss": 0.7407131560064633, "test_ema_acc1": 83.3813204001099, "test_ema_acc5": 96.71505353272305}
{"epoch": 126, "n_parameters": 54667896, "train_lr": 0.0013028663073585077, "train_loss": 6.402591341686249, "test_loss": 0.8241074084139922, "test_acc1": 81.07405874184592, "test_acc5": 95.7153733577472, "test_ema_loss": 0.7395016044542632, "test_ema_acc1": 83.41331020792707, "test_ema_acc5": 96.72505036791547}
{"epoch": 127, "n_parameters": 54667896, "train_lr": 0.0012932301142893833, "train_loss": 6.399648940730095, "test_loss": 0.8375966648762936, "test_acc1": 81.01007923100595, "test_acc5": 95.74536389444245, "test_ema_loss": 0.7383628139299724, "test_ema_acc1": 83.45329744756336, "test_ema_acc5": 96.73904590460252}
{"epoch": 128, "n_parameters": 54667896, "train_lr": 0.0012835643198377737, "train_loss": 6.39691122341156, "test_loss": 0.8462932544541272, "test_acc1": 81.0780575458468, "test_acc5": 95.68738246925047, "test_ema_loss": 0.7376111608327311, "test_ema_acc1": 83.42330703534, "test_ema_acc5": 96.73304778554846}
{"epoch": 129, "n_parameters": 54667896, "train_lr": 0.001273869916685764, "train_loss": 6.3955615103960035, "test_loss": 0.8313488563358346, "test_acc1": 81.21001536923956, "test_acc5": 95.78335163643631, "test_ema_loss": 0.7367758834186722, "test_ema_acc1": 83.43930189806304, "test_ema_acc5": 96.75104205667859}
{"epoch": 130, "n_parameters": 54667896, "train_lr": 0.001264147900453596, "train_loss": 6.39019945898056, "test_loss": 0.8347623932093162, "test_acc1": 81.2859910509179, "test_acc5": 95.74936270942615, "test_ema_loss": 0.7361645551590139, "test_ema_acc1": 83.49528406677685, "test_ema_acc5": 96.75304145593331}
{"epoch": 131, "n_parameters": 54667896, "train_lr": 0.0012543992695974392, "train_loss": 6.385064722442627, "test_loss": 0.8154536343782264, "test_acc1": 81.40195389764094, "test_acc5": 95.9492987767291, "test_ema_loss": 0.7355173491489362, "test_ema_acc1": 83.55726414587127, "test_ema_acc5": 96.78303183520823}
{"epoch": 132, "n_parameters": 54667896, "train_lr": 0.001244625025306672, "train_loss": 6.386340219497681, "test_loss": 0.8258270212065648, "test_acc1": 81.04206906490728, "test_acc5": 95.84333264392991, "test_ema_loss": 0.7347604283131659, "test_ema_acc1": 83.58125648297184, "test_ema_acc5": 96.78902991582244}
{"epoch": 133, "n_parameters": 54667896, "train_lr": 0.001234826171401326, "train_loss": 6.381094466423988, "test_loss": 0.8149407574742594, "test_acc1": 81.2899896878885, "test_acc5": 95.91530957835192, "test_ema_loss": 0.7341227558824945, "test_ema_acc1": 83.57725781762898, "test_ema_acc5": 96.81902030974112}
{"epoch": 134, "n_parameters": 54667896, "train_lr": 0.0012250037142287346, "train_loss": 6.376155566740036, "test_loss": 0.8333857063039699, "test_acc1": 81.34797095199922, "test_acc5": 95.9712915438837, "test_ema_loss": 0.7333893512293477, "test_ema_acc1": 83.55926357807445, "test_ema_acc5": 96.80502473827516}
{"epoch": 135, "n_parameters": 54667896, "train_lr": 0.0012151586625603914, "train_loss": 6.373065535378456, "test_loss": 0.829614326090771, "test_acc1": 81.3379744705449, "test_acc5": 95.99728342850698, "test_ema_loss": 0.7326858118861256, "test_ema_acc1": 83.57925714595304, "test_ema_acc5": 96.80902343793932}
{"epoch": 136, "n_parameters": 54667896, "train_lr": 0.0012052920274882098, "train_loss": 6.375280374407768, "test_loss": 0.8303204202846459, "test_acc1": 81.61188675391696, "test_acc5": 95.9692923606243, "test_ema_loss": 0.7314661921221105, "test_ema_acc1": 83.62524243005178, "test_ema_acc5": 96.8190202639794}
{"epoch": 137, "n_parameters": 54667896, "train_lr": 0.00119540482232073, "train_loss": 6.368592358326912, "test_loss": 0.8166828234816956, "test_acc1": 81.49792331056723, "test_acc5": 95.94729944520171, "test_ema_loss": 0.7302628111998167, "test_ema_acc1": 83.63124048686988, "test_ema_acc5": 96.82101961930287}
{"epoch": 138, "n_parameters": 54667896, "train_lr": 0.0011854980624790659, "train_loss": 6.37346016728878, "test_loss": 0.8167435938204803, "test_acc1": 81.50991925396983, "test_acc5": 96.00528084980091, "test_ema_loss": 0.7292299103676615, "test_ema_acc1": 83.70321742129188, "test_ema_acc5": 96.83501512121101}
{"epoch": 139, "n_parameters": 54667896, "train_lr": 0.001175572765392604, "train_loss": 6.362879405927658, "test_loss": 0.8138747069546405, "test_acc1": 81.69186103366845, "test_acc5": 96.11324616906282, "test_ema_loss": 0.7282152180422974, "test_ema_acc1": 83.721211750997, "test_ema_acc5": 96.8530094234591}
{"epoch": 140, "n_parameters": 54667896, "train_lr": 0.0011656299503945157, "train_loss": 6.366472286248207, "test_loss": 0.8171269714503604, "test_acc1": 81.50991941733919, "test_acc5": 95.96129480021472, "test_ema_loss": 0.7275298818918493, "test_ema_acc1": 83.7412053188756, "test_ema_acc5": 96.85300948203411}
{"epoch": 141, "n_parameters": 54667896, "train_lr": 0.0011556706386170645, "train_loss": 6.359626162791252, "test_loss": 0.8203673048273605, "test_acc1": 81.56390208978341, "test_acc5": 96.00927940485802, "test_ema_loss": 0.7266257399939658, "test_ema_acc1": 83.76519779692227, "test_ema_acc5": 96.85700814325841}
{"epoch": 142, "n_parameters": 54667896, "train_lr": 0.0011456958528867098, "train_loss": 6.349012374114991, "test_loss": 0.8179310946177472, "test_acc1": 81.65187409605953, "test_acc5": 95.98928600355211, "test_ema_loss": 0.725419465548304, "test_ema_acc1": 83.79318880622995, "test_ema_acc5": 96.84701133735349}
{"epoch": 143, "n_parameters": 54667896, "train_lr": 0.0011357066176191897, "train_loss": 6.359261714625359, "test_loss": 0.8026084393427214, "test_acc1": 81.66386994153204, "test_acc5": 96.04326850942367, "test_ema_loss": 0.7242063028902254, "test_ema_acc1": 83.82917723134017, "test_ema_acc5": 96.85700817803732}
{"epoch": 144, "n_parameters": 54667896, "train_lr": 0.0011257039587141097, "train_loss": 6.345306643152237, "test_loss": 0.8003979629480883, "test_acc1": 81.69186094809402, "test_acc5": 96.07725791601668, "test_ema_loss": 0.7233312381979298, "test_ema_acc1": 83.84717145853902, "test_ema_acc5": 96.85101010291453}
{"epoch": 145, "n_parameters": 54667896, "train_lr": 0.0011156889034497398, "train_loss": 6.344486122226715, "test_loss": 0.8080264778725583, "test_acc1": 81.79782720811079, "test_acc5": 96.06126292561844, "test_ema_loss": 0.721954922999858, "test_ema_acc1": 83.86716501863813, "test_ema_acc5": 96.86500559017891}
{"epoch": 146, "n_parameters": 54667896, "train_lr": 0.0011056624803774775, "train_loss": 6.343020572662353, "test_loss": 0.809488231124466, "test_acc1": 81.76783672999055, "test_acc5": 96.09325264694594, "test_ema_loss": 0.7211046567707158, "test_ema_acc1": 83.95113814723697, "test_ema_acc5": 96.86900431546964}
{"epoch": 147, "n_parameters": 54667896, "train_lr": 0.0010956257192162057, "train_loss": 6.335867307806015, "test_loss": 0.8130525833420346, "test_acc1": 81.67786554091265, "test_acc5": 95.9552968788513, "test_ema_loss": 0.7206008776282782, "test_ema_acc1": 83.97712977193368, "test_ema_acc5": 96.87500235215258}
{"epoch": 148, "n_parameters": 54667896, "train_lr": 0.0010855796507464746, "train_loss": 6.341264699673653, "test_loss": 0.7998313774793026, "test_acc1": 81.77183564565003, "test_acc5": 96.03727063611007, "test_ema_loss": 0.7202912978827953, "test_ema_acc1": 83.94913882303146, "test_ema_acc5": 96.8909971800967}
{"epoch": 149, "n_parameters": 54667896, "train_lr": 0.0010755253067047303, "train_loss": 6.334643300414085, "test_loss": 0.8048346409546759, "test_acc1": 81.86180676745819, "test_acc5": 96.08125649853082, "test_ema_loss": 0.7196752068257946, "test_ema_acc1": 83.97513041661018, "test_ema_acc5": 96.89099723867172}
{"epoch": 150, "n_parameters": 54667896, "train_lr": 0.0010654637196773169, "train_loss": 6.332017580676079, "test_loss": 0.8007676882655633, "test_acc1": 81.8298170516221, "test_acc5": 96.15123405932465, "test_ema_loss": 0.7189302792060462, "test_ema_acc1": 84.00712024822344, "test_ema_acc5": 96.89499594931868}
{"epoch": 151, "n_parameters": 54667896, "train_lr": 0.0010553959229945265, "train_loss": 6.326401585006714, "test_loss": 0.7964601625743157, "test_acc1": 81.89979456070517, "test_acc5": 96.19122142389045, "test_ema_loss": 0.7180558801902568, "test_ema_acc1": 84.05710411117539, "test_ema_acc5": 96.91698890729967}
{"epoch": 152, "n_parameters": 54667896, "train_lr": 0.001045322950624216, "train_loss": 6.323341857743263, "test_loss": 0.7973179924164844, "test_acc1": 82.03974974773209, "test_acc5": 96.07725777186725, "test_ema_loss": 0.7173853493569529, "test_ema_acc1": 84.06710090792797, "test_ema_acc5": 96.93298374988754}
{"epoch": 153, "n_parameters": 54667896, "train_lr": 0.001035245837065945, "train_loss": 6.323023341536522, "test_loss": 0.809205023380106, "test_acc1": 81.88379978675988, "test_acc5": 96.13723859768683, "test_ema_loss": 0.7167520987636903, "test_ema_acc1": 84.0311125400199, "test_ema_acc5": 96.92298705564122}
{"epoch": 154, "n_parameters": 54667896, "train_lr": 0.0010251656172445174, "train_loss": 6.315337557840348, "test_loss": 0.8034132527570952, "test_acc1": 82.0857350469322, "test_acc5": 96.14723541320171, "test_ema_loss": 0.7161528424031156, "test_ema_acc1": 84.04110934592484, "test_ema_acc5": 96.93298385605473}
{"epoch": 155, "n_parameters": 54667896, "train_lr": 0.001015083326403687, "train_loss": 6.3081221232652664, "test_loss": 0.7892112806028522, "test_acc1": 82.20169791516324, "test_acc5": 96.22321106193162, "test_ema_loss": 0.715236482429592, "test_ema_acc1": 84.04910676172736, "test_ema_acc5": 96.95097809789735}
{"epoch": 156, "n_parameters": 54667896, "train_lr": 0.0010049999999999998, "train_loss": 6.306165048837662, "test_loss": 0.7916058316169416, "test_acc1": 82.05174591902808, "test_acc5": 96.15123392615803, "test_ema_loss": 0.7144585080335245, "test_ema_acc1": 84.0531055963886, "test_ema_acc5": 96.95497683783182}
{"epoch": 157, "n_parameters": 54667896, "train_lr": 0.0009949166735963107, "train_loss": 6.3088343687057495, "test_loss": 0.8157286682193551, "test_acc1": 81.95577670882622, "test_acc5": 96.13723841830087, "test_ema_loss": 0.713867897825206, "test_ema_acc1": 84.07309918806328, "test_ema_acc5": 96.95097802467859}
{"epoch": 158, "n_parameters": 54667896, "train_lr": 0.000984834382755497, "train_loss": 6.299905045127868, "test_loss": 0.8148835111984655, "test_acc1": 82.15771190493211, "test_acc5": 96.22521049550765, "test_ema_loss": 0.7132061511716422, "test_ema_acc1": 84.07509860196177, "test_ema_acc5": 96.95097806311844}
{"epoch": 159, "n_parameters": 54667896, "train_lr": 0.0009747541629340309, "train_loss": 6.302851062870026, "test_loss": 0.7954526235869921, "test_acc1": 82.22968908189125, "test_acc5": 96.20521667319387, "test_ema_loss": 0.7124135433011415, "test_ema_acc1": 84.06910048656866, "test_ema_acc5": 96.95897545512487}
{"epoch": 160, "n_parameters": 54667896, "train_lr": 0.00096467704937576, "train_loss": 6.293400602984429, "test_loss": 0.7822475594002753, "test_acc1": 82.28167237155498, "test_acc5": 96.21721284586272, "test_ema_loss": 0.7117542244000908, "test_ema_acc1": 84.11308640619157, "test_ema_acc5": 96.9549767444779}
{"epoch": 161, "n_parameters": 54667896, "train_lr": 0.0009546040770054738, "train_loss": 6.294534687757492, "test_loss": 0.7954196029835764, "test_acc1": 82.28567110645565, "test_acc5": 96.16722886713362, "test_ema_loss": 0.7110279639087179, "test_ema_acc1": 84.13108072125294, "test_ema_acc5": 96.96297415112808}
{"epoch": 162, "n_parameters": 54667896, "train_lr": 0.0009445362803226593, "train_loss": 6.292556145834923, "test_loss": 0.7933537145693075, "test_acc1": 82.37564240261598, "test_acc5": 96.24520395721905, "test_ema_loss": 0.711071497596362, "test_ema_acc1": 84.13707864078587, "test_ema_acc5": 96.974970341644}
{"epoch": 163, "n_parameters": 54667896, "train_lr": 0.0009344746932952832, "train_loss": 6.286307324361801, "test_loss": 0.7852947573341867, "test_acc1": 82.24368447580173, "test_acc5": 96.1452361288089, "test_ema_loss": 0.7111816291067311, "test_ema_acc1": 84.16506962629747, "test_ema_acc5": 96.98696646443256}
{"epoch": 164, "n_parameters": 54667896, "train_lr": 0.0009244203492535488, "train_loss": 6.279103899765015, "test_loss": 0.7981085067697089, "test_acc1": 82.23768651371039, "test_acc5": 96.18322379575352, "test_ema_loss": 0.7108835075050592, "test_ema_acc1": 84.14707542838612, "test_ema_acc5": 96.99896262016955}
{"epoch": 165, "n_parameters": 54667896, "train_lr": 0.0009143742807837898, "train_loss": 6.283371272277832, "test_loss": 0.7846667563323589, "test_acc1": 82.34165323627201, "test_acc5": 96.2591995341764, "test_ema_loss": 0.710377946632969, "test_ema_acc1": 84.14907478233674, "test_ema_acc5": 96.96697278855629}
{"epoch": 166, "n_parameters": 54667896, "train_lr": 0.0009043375196224984, "train_loss": 6.27413258459568, "test_loss": 0.7818060052197646, "test_acc1": 82.34765133152996, "test_acc5": 96.27719379066276, "test_ema_loss": 0.7096129777183866, "test_ema_acc1": 84.13907815764824, "test_ema_acc5": 96.95897538190611}
{"epoch": 167, "n_parameters": 54667896, "train_lr": 0.0008943110965502496, "train_loss": 6.2742055161237715, "test_loss": 0.7884965303271789, "test_acc1": 82.52759357651914, "test_acc5": 96.25520099971207, "test_ema_loss": 0.7089516317663604, "test_ema_acc1": 84.18706276412202, "test_ema_acc5": 96.98096840761444}
{"epoch": 168, "n_parameters": 54667896, "train_lr": 0.0008842960412858879, "train_loss": 6.271187478017807, "test_loss": 0.7845185390700969, "test_acc1": 82.35564860547115, "test_acc5": 96.31918033482704, "test_ema_loss": 0.7082233364995131, "test_ema_acc1": 84.22305130089084, "test_ema_acc5": 96.98496713839657}
{"epoch": 169, "n_parameters": 54667896, "train_lr": 0.0008742933823808146, "train_loss": 6.268859800076485, "test_loss": 0.783645953887197, "test_acc1": 82.62156361215632, "test_acc5": 96.37516241567835, "test_ema_loss": 0.7076171026839053, "test_ema_acc1": 84.2090557642038, "test_ema_acc5": 97.0089595249198}
{"epoch": 170, "n_parameters": 54667896, "train_lr": 0.0008643041471132896, "train_loss": 6.261702004647255, "test_loss": 0.777041564873584, "test_acc1": 82.73552709165781, "test_acc5": 96.32717772134207, "test_ema_loss": 0.7066914190894321, "test_ema_acc1": 84.23904626062873, "test_ema_acc5": 97.02495444621783}
{"epoch": 171, "n_parameters": 54667896, "train_lr": 0.0008543293613829556, "train_loss": 6.263699449491501, "test_loss": 0.7744744911598151, "test_acc1": 82.7555207098743, "test_acc5": 96.37116375674213, "test_ema_loss": 0.705948241000228, "test_ema_acc1": 84.27703397699601, "test_ema_acc5": 97.03095256527189}
{"epoch": 172, "n_parameters": 54667896, "train_lr": 0.0008443700496054729, "train_loss": 6.260354062318802, "test_loss": 0.7730582527241067, "test_acc1": 82.81950025503558, "test_acc5": 96.43114443795466, "test_ema_loss": 0.7049398631514872, "test_ema_acc1": 84.32501852489479, "test_ema_acc5": 97.02895322459216}
{"epoch": 173, "n_parameters": 54667896, "train_lr": 0.0008344272346073728, "train_loss": 6.255742501068116, "test_loss": 0.7689739561584943, "test_acc1": 82.8714835369198, "test_acc5": 96.33517534398759, "test_ema_loss": 0.7038916725090102, "test_ema_acc1": 84.38499939876418, "test_ema_acc5": 97.03295188032506}
{"epoch": 174, "n_parameters": 54667896, "train_lr": 0.0008245019375209265, "train_loss": 6.252905503964424, "test_loss": 0.7779838845530963, "test_acc1": 82.6615508009971, "test_acc5": 96.47113180801186, "test_ema_loss": 0.7032530359951231, "test_ema_acc1": 84.3730031881131, "test_ema_acc5": 97.0129582685152}
{"epoch": 175, "n_parameters": 54667896, "train_lr": 0.0008145951776792473, "train_loss": 6.248796328401566, "test_loss": 0.7829774329712724, "test_acc1": 82.771515643528, "test_acc5": 96.36916425818445, "test_ema_loss": 0.7026138908147592, "test_ema_acc1": 84.39299675599169, "test_ema_acc5": 97.0129582685152}
{"epoch": 176, "n_parameters": 54667896, "train_lr": 0.0008047079725117952, "train_loss": 6.246235303020478, "test_loss": 0.7718414617565406, "test_acc1": 82.66155088199535, "test_acc5": 96.4191482991495, "test_ema_loss": 0.7023330802262268, "test_ema_acc1": 84.41299040761425, "test_ema_acc5": 97.03295190412115}
{"epoch": 177, "n_parameters": 54667896, "train_lr": 0.0007948413374396095, "train_loss": 6.2393580150842665, "test_loss": 0.7712578381658258, "test_acc1": 83.09341260613498, "test_acc5": 96.44913858644335, "test_ema_loss": 0.7016238089897396, "test_ema_acc1": 84.42098785270427, "test_ema_acc5": 97.0269538381507}
{"epoch": 178, "n_parameters": 54667896, "train_lr": 0.0007849962857712667, "train_loss": 6.2358650951862336, "test_loss": 0.7572070631773814, "test_acc1": 83.04342852261153, "test_acc5": 96.57709779208544, "test_ema_loss": 0.7011610397055525, "test_ema_acc1": 84.4049929515414, "test_ema_acc5": 97.03095256344142}
{"epoch": 179, "n_parameters": 54667896, "train_lr": 0.0007751738285986933, "train_loss": 6.231871800041199, "test_loss": 0.7752632383353022, "test_acc1": 82.74752334532491, "test_acc5": 96.44713942743766, "test_ema_loss": 0.7002724373494001, "test_ema_acc1": 84.45497696276132, "test_ema_acc5": 97.032951942561}
{"epoch": 180, "n_parameters": 54667896, "train_lr": 0.0007653749746933151, "train_loss": 6.225077581191063, "test_loss": 0.7654143099070472, "test_acc1": 82.91746897203222, "test_acc5": 96.37116351100167, "test_ema_loss": 0.6997848127913826, "test_ema_acc1": 84.47297126867035, "test_ema_acc5": 97.04494808914565}
{"epoch": 181, "n_parameters": 54667896, "train_lr": 0.000755600730402581, "train_loss": 6.227240237379074, "test_loss": 0.7622141979141709, "test_acc1": 82.9654535226767, "test_acc5": 96.50911963054635, "test_ema_loss": 0.6992720335804146, "test_ema_acc1": 84.4789694064867, "test_ema_acc5": 97.04894675586137}
{"epoch": 182, "n_parameters": 54667896, "train_lr": 0.000745852099546404, "train_loss": 6.224158613801002, "test_loss": 0.7589191142058767, "test_acc1": 83.16738900616622, "test_acc5": 96.60908765481668, "test_ema_loss": 0.6986610922168064, "test_ema_acc1": 84.51895652760014, "test_ema_acc5": 97.08093651425587}
{"epoch": 183, "n_parameters": 54667896, "train_lr": 0.0007361300833142458, "train_loss": 6.218946537923813, "test_loss": 0.757976764737738, "test_acc1": 82.97545042010506, "test_acc5": 96.45313746732393, "test_ema_loss": 0.6980660334503388, "test_ema_acc1": 84.53895019432404, "test_ema_acc5": 97.09093334944829}
{"epoch": 184, "n_parameters": 54667896, "train_lr": 0.0007264356801622333, "train_loss": 6.213899859690666, "test_loss": 0.766939227373394, "test_acc1": 82.9294650289239, "test_acc5": 96.44514007394464, "test_ema_loss": 0.6975733214742778, "test_ema_acc1": 84.55294574153629, "test_ema_acc5": 97.11292625800662}
{"epoch": 185, "n_parameters": 54667896, "train_lr": 0.0007167698857106223, "train_loss": 6.210817241215706, "test_loss": 0.7588749260312933, "test_acc1": 82.95345730424614, "test_acc5": 96.53711070620854, "test_ema_loss": 0.6969778379425406, "test_ema_acc1": 84.57693789375949, "test_ema_acc5": 97.1109269575972}
{"epoch": 186, "n_parameters": 54667896, "train_lr": 0.0007071336926415141, "train_loss": 6.212192013502121, "test_loss": 0.771842747248764, "test_acc1": 82.89347645920664, "test_acc5": 96.43714271808997, "test_ema_loss": 0.6963280469439376, "test_ema_acc1": 84.59693138841934, "test_ema_acc5": 97.11492571766684}
{"epoch": 187, "n_parameters": 54667896, "train_lr": 0.0006975280905969228, "train_loss": 6.209332841897011, "test_loss": 0.765053661656566, "test_acc1": 83.03343187870311, "test_acc5": 96.61308641122537, "test_ema_loss": 0.6958518223220702, "test_ema_acc1": 84.60692822361176, "test_ema_acc5": 97.11292633305584}
{"epoch": 188, "n_parameters": 54667896, "train_lr": 0.0006879540660771937, "train_loss": 6.196464106369018, "test_loss": 0.7627904102726675, "test_acc1": 83.13939792135169, "test_acc5": 96.63307987842816, "test_ema_loss": 0.6952943140298457, "test_ema_acc1": 84.65891152059734, "test_ema_acc5": 97.10292951250717}
{"epoch": 189, "n_parameters": 54667896, "train_lr": 0.0006784126023396275, "train_loss": 6.202346104454994, "test_loss": 0.7542015368817374, "test_acc1": 83.21137476013169, "test_acc5": 96.59509188199912, "test_ema_loss": 0.6943774240995374, "test_ema_acc1": 84.69290064895908, "test_ema_acc5": 97.12492246499674}
{"epoch": 190, "n_parameters": 54667896, "train_lr": 0.0006689046792974776, "train_loss": 6.197154021930695, "test_loss": 0.7468759652144987, "test_acc1": 83.12740182602016, "test_acc5": 96.6710677448939, "test_ema_loss": 0.6936981410527712, "test_ema_acc1": 84.67490641260788, "test_ema_acc5": 97.12892123421872}
{"epoch": 191, "n_parameters": 54667896, "train_lr": 0.0006594312734193992, "train_loss": 6.191920965790748, "test_loss": 0.7540302044739399, "test_acc1": 83.1913814526373, "test_acc5": 96.5631023217529, "test_ema_loss": 0.6927741790080771, "test_ema_acc1": 84.69290066909424, "test_ema_acc5": 97.12692189353899}
{"epoch": 192, "n_parameters": 54667896, "train_lr": 0.0006499933576291072, "train_loss": 6.193564166736603, "test_loss": 0.7531510674367276, "test_acc1": 83.27735378188501, "test_acc5": 96.57509850265883, "test_ema_loss": 0.6920024295584025, "test_ema_acc1": 84.67890526054002, "test_ema_acc5": 97.11892441367004}
{"epoch": 193, "n_parameters": 54667896, "train_lr": 0.0006405919012054257, "train_loss": 6.186863273048401, "test_loss": 0.7530736424001482, "test_acc1": 83.28535121050082, "test_acc5": 96.5970914972492, "test_ema_loss": 0.6913307215265163, "test_ema_acc1": 84.70489686510156, "test_ema_acc5": 97.13491932947667}
{"epoch": 194, "n_parameters": 54667896, "train_lr": 0.0006312278696828422, "train_loss": 6.180094581413269, "test_loss": 0.7390876568456674, "test_acc1": 83.3233389877312, "test_acc5": 96.69705946294451, "test_ema_loss": 0.6906692574471783, "test_ema_acc1": 84.72888923698103, "test_ema_acc5": 97.1509141867083}
{"epoch": 195, "n_parameters": 54667896, "train_lr": 0.0006219022247522661, "train_loss": 6.180917375135421, "test_loss": 0.7421800555346314, "test_acc1": 83.49328479885826, "test_acc5": 96.69506011860385, "test_ema_loss": 0.6899568292120581, "test_ema_acc1": 84.76887655212417, "test_ema_acc5": 97.15091417206455}
{"epoch": 196, "n_parameters": 54667896, "train_lr": 0.0006126159241622443, "train_loss": 6.167658553600312, "test_loss": 0.7419472075930303, "test_acc1": 83.50927956502406, "test_acc5": 96.58109649586815, "test_ema_loss": 0.6893704302115914, "test_ema_acc1": 84.76887642399134, "test_ema_acc5": 97.13491934412043}
{"epoch": 197, "n_parameters": 54667896, "train_lr": 0.0006033699216206935, "train_loss": 6.167156221675873, "test_loss": 0.7550510004683233, "test_acc1": 83.53327179321172, "test_acc5": 96.63307989536, "test_ema_loss": 0.6888782046187449, "test_ema_acc1": 84.75887965286533, "test_ema_acc5": 97.1589116519335}
{"epoch": 198, "n_parameters": 54667896, "train_lr": 0.0005941651666968955, "train_loss": 6.1711483896493915, "test_loss": 0.7455009915592039, "test_acc1": 83.5532654695456, "test_acc5": 96.67306706177753, "test_ema_loss": 0.6885522303363198, "test_ema_acc1": 84.76687704487176, "test_ema_acc5": 97.15691227647484}
{"epoch": 199, "n_parameters": 54667896, "train_lr": 0.0005850026047239242, "train_loss": 6.157538179898262, "test_loss": 0.740309301756925, "test_acc1": 83.63124064703592, "test_acc5": 96.71305443915662, "test_ema_loss": 0.6881427593282697, "test_ema_acc1": 84.78287187281589, "test_ema_acc5": 97.14291677456671}
{"epoch": 200, "n_parameters": 54667896, "train_lr": 0.0005758831767016716, "train_loss": 6.158901857018471, "test_loss": 0.7393080387675368, "test_acc1": 83.56726108768851, "test_acc5": 96.71505371943087, "test_ema_loss": 0.6876282172606272, "test_ema_acc1": 84.77887314752516, "test_ema_acc5": 97.14891486982467}
{"epoch": 201, "n_parameters": 54667896, "train_lr": 0.0005668078192001546, "train_loss": 6.151745772647858, "test_loss": 0.7471068472026244, "test_acc1": 83.5772577837653, "test_acc5": 96.72704984588037, "test_ema_loss": 0.687189890523715, "test_ema_acc1": 84.78687067132536, "test_ema_acc5": 97.15891166108584}
{"epoch": 202, "n_parameters": 54667896, "train_lr": 0.0005577774642632762, "train_loss": 6.146320894002915, "test_loss": 0.7388485413291218, "test_acc1": 83.50927958149828, "test_acc5": 96.70105813881257, "test_ema_loss": 0.6867061714669142, "test_ema_acc1": 84.79286875193957, "test_ema_acc5": 97.14891486982467}
{"epoch": 203, "n_parameters": 54667896, "train_lr": 0.000548793039313196, "train_loss": 6.150063199472427, "test_loss": 0.7353117397767218, "test_acc1": 83.58125651363218, "test_acc5": 96.73104850024042, "test_ema_loss": 0.686502152656698, "test_ema_acc1": 84.80686426849145, "test_ema_acc5": 97.14291683314171}
{"epoch": 204, "n_parameters": 54667896, "train_lr": 0.0005398554670550227, "train_loss": 6.145419026947022, "test_loss": 0.7350666342193589, "test_acc1": 83.5812564578029, "test_acc5": 96.76703715049831, "test_ema_loss": 0.6862203373902422, "test_ema_acc1": 84.85085024668938, "test_ema_acc5": 97.15291365369039}
{"epoch": 205, "n_parameters": 54667896, "train_lr": 0.0005309656653820614, "train_loss": 6.141891202354431, "test_loss": 0.7307242824942531, "test_acc1": 83.64123721681035, "test_acc5": 96.7670370914657, "test_ema_loss": 0.6857870658037856, "test_ema_acc1": 84.81886044436361, "test_ema_acc5": 97.16890856034468}
{"epoch": 206, "n_parameters": 54667896, "train_lr": 0.0005221245472815702, "train_loss": 6.144452639818192, "test_loss": 0.7274402204818804, "test_acc1": 83.76919633825086, "test_acc5": 96.79902671074456, "test_ema_loss": 0.6853403791593498, "test_ema_acc1": 84.83485536932258, "test_ema_acc5": 97.1849034175763}
{"epoch": 207, "n_parameters": 54667896, "train_lr": 0.0005133330207409735, "train_loss": 6.140444255971908, "test_loss": 0.7354625822044909, "test_acc1": 83.72521025159766, "test_acc5": 96.81502157438283, "test_ema_loss": 0.6849036959191674, "test_ema_acc1": 84.8968355545842, "test_ema_acc5": 97.1709078717369}
{"epoch": 208, "n_parameters": 54667896, "train_lr": 0.0005045919886546191, "train_loss": 6.129961539888382, "test_loss": 0.7422945595702485, "test_acc1": 83.76719689003107, "test_acc5": 96.76303835198884, "test_ema_loss": 0.6845831121181083, "test_ema_acc1": 84.9168292158167, "test_ema_acc5": 97.1909014396155}
{"epoch": 209, "n_parameters": 54667896, "train_lr": 0.0004959023487310364, "train_loss": 6.123531975197792, "test_loss": 0.7361980752868797, "test_acc1": 83.74120515367578, "test_acc5": 96.72105164445522, "test_ema_loss": 0.6840282549725517, "test_ema_acc1": 84.90683235133677, "test_ema_acc5": 97.1769059230636}
{"epoch": 210, "n_parameters": 54667896, "train_lr": 0.0004872649934007591, "train_loss": 6.122104267311096, "test_loss": 0.7296597736148054, "test_acc1": 83.89315653030337, "test_acc5": 96.86500587435921, "test_ema_loss": 0.6837465286747936, "test_ema_acc1": 84.95481695231915, "test_ema_acc5": 97.18690272347712}
{"epoch": 211, "n_parameters": 54667896, "train_lr": 0.00047868080972467944, "train_loss": 6.123067875170707, "test_loss": 0.7280529691591201, "test_acc1": 83.98112868393223, "test_acc5": 96.78703059893881, "test_ema_loss": 0.683346099439351, "test_ema_acc1": 84.94282077095559, "test_ema_acc5": 97.18090459344026}
{"epoch": 212, "n_parameters": 54667896, "train_lr": 0.00047015067930289536, "train_loss": 6.1159967033863065, "test_loss": 0.7229219102780061, "test_acc1": 84.12108358494838, "test_acc5": 96.90499285452654, "test_ema_loss": 0.6831181006478694, "test_ema_acc1": 84.94282086980091, "test_ema_acc5": 97.1889020495131}
{"epoch": 213, "n_parameters": 54667896, "train_lr": 0.0004616754781842645, "train_loss": 6.113497488331795, "test_loss": 0.7288949055843713, "test_acc1": 84.02111569613275, "test_acc5": 96.88499947518625, "test_ema_loss": 0.6827047456138056, "test_ema_acc1": 84.96481380764673, "test_ema_acc5": 97.19889879684303}
{"epoch": 214, "n_parameters": 54667896, "train_lr": 0.0004532560767763221, "train_loss": 6.111256178832054, "test_loss": 0.7301625472027808, "test_acc1": 84.06910039138428, "test_acc5": 96.89299666904442, "test_ema_loss": 0.6822972016354256, "test_ema_acc1": 84.9568162984903, "test_ema_acc5": 97.18290389018874}
{"epoch": 215, "n_parameters": 54667896, "train_lr": 0.00044489333975598384, "train_loss": 6.1023775598526, "test_loss": 0.7216667392948533, "test_acc1": 84.04910679009963, "test_acc5": 96.98296798991608, "test_ema_loss": 0.6817619762492969, "test_ema_acc1": 84.97081189741328, "test_ema_acc5": 97.17890520882926}
{"epoch": 216, "n_parameters": 54667896, "train_lr": 0.0004365881259806847, "train_loss": 6.10352912633419, "test_loss": 0.7159790377789998, "test_acc1": 84.30302548088176, "test_acc5": 96.95897559790144, "test_ema_loss": 0.6814035355277798, "test_ema_acc1": 84.97880935348613, "test_ema_acc5": 97.17490651282606}
{"epoch": 217, "n_parameters": 54667896, "train_lr": 0.0004283412884001861, "train_loss": 6.095083712148666, "test_loss": 0.7164263573393006, "test_acc1": 84.15107398527368, "test_acc5": 96.90299340584914, "test_ema_loss": 0.6808810168877244, "test_ema_acc1": 84.98880618867855, "test_ema_acc5": 97.17290721607758}
{"epoch": 218, "n_parameters": 54667896, "train_lr": 0.00042015367396899144, "train_loss": 6.098450879383087, "test_loss": 0.7243707458461252, "test_acc1": 83.94114147175297, "test_acc5": 96.86100690698898, "test_ema_loss": 0.6800084678072702, "test_ema_acc1": 85.04478825488613, "test_ema_acc5": 97.17290719228147}
{"epoch": 219, "n_parameters": 54667896, "train_lr": 0.00041202612355936485, "train_loss": 6.099849931669235, "test_loss": 0.7271702259587234, "test_acc1": 84.06910022160828, "test_acc5": 96.77103571608062, "test_ema_loss": 0.6795987890731982, "test_ema_acc1": 85.07077994364923, "test_ema_acc5": 97.18090464286291}
{"epoch": 220, "n_parameters": 54667896, "train_lr": 0.0004039594718749579, "train_loss": 6.08293442299366, "test_loss": 0.7228185694034704, "test_acc1": 84.11708492875786, "test_acc5": 96.93898207212364, "test_ema_loss": 0.6791773347238845, "test_ema_acc1": 85.09677154821077, "test_ema_acc5": 97.18490335350988}
{"epoch": 221, "n_parameters": 54667896, "train_lr": 0.00039595454736507396, "train_loss": 6.089645269227028, "test_loss": 0.7163541142226142, "test_acc1": 84.1110869767341, "test_acc5": 96.92098774790993, "test_ema_loss": 0.6787526606417754, "test_ema_acc1": 85.12476253189189, "test_ema_acc5": 97.18090464286291}
{"epoch": 222, "n_parameters": 54667896, "train_lr": 0.0003880121721396358, "train_loss": 6.077216629076004, "test_loss": 0.7153202455956489, "test_acc1": 84.00512102469374, "test_acc5": 96.87700183606651, "test_ema_loss": 0.6782415121903315, "test_ema_acc1": 85.13276004104834, "test_ema_acc5": 97.19090144876785}
{"epoch": 223, "n_parameters": 54667896, "train_lr": 0.0003801331618847062, "train_loss": 6.074689997720719, "test_loss": 0.7260044537046376, "test_acc1": 84.22704974932314, "test_acc5": 96.88100055174726, "test_ema_loss": 0.6783675945993951, "test_ema_acc1": 85.14875495685497, "test_ema_acc5": 97.20289753677748}
{"epoch": 224, "n_parameters": 54667896, "train_lr": 0.00037231832577872557, "train_loss": 6.070857856082916, "test_loss": 0.7192461570067441, "test_acc1": 84.33901398744784, "test_acc5": 96.9489788340973, "test_ema_loss": 0.67822848994504, "test_ema_acc1": 85.14875493855028, "test_ema_acc5": 97.19889881148677}
{"epoch": 225, "n_parameters": 54667896, "train_lr": 0.00036456846640942254, "train_loss": 6.067755995750427, "test_loss": 0.7132646107484641, "test_acc1": 84.38300011986277, "test_acc5": 96.92098781929822, "test_ema_loss": 0.678063405376366, "test_ema_acc1": 85.14275687807124, "test_ema_acc5": 97.2148937272934}
{"epoch": 226, "n_parameters": 54667896, "train_lr": 0.00035688437969139076, "train_loss": 6.063071978664398, "test_loss": 0.7164879358537933, "test_acc1": 84.25504083276482, "test_acc5": 96.9169891525825, "test_ema_loss": 0.6778652481049957, "test_ema_acc1": 85.12676197690836, "test_ema_acc5": 97.2148937565809}
{"epoch": 227, "n_parameters": 54667896, "train_lr": 0.0003492668547843135, "train_loss": 6.061960835266113, "test_loss": 0.7138925622600842, "test_acc1": 84.34901081348792, "test_acc5": 96.9109909127175, "test_ema_loss": 0.6776502287727507, "test_ema_acc1": 85.14675558871821, "test_ema_acc5": 97.21889252580287}
{"epoch": 228, "n_parameters": 54667896, "train_lr": 0.00034171667401196906, "train_loss": 6.0620642106294635, "test_loss": 0.7144085347433301, "test_acc1": 84.3630062394316, "test_acc5": 96.94697940189413, "test_ema_loss": 0.6773693889708203, "test_ema_acc1": 85.15275366933241, "test_ema_acc5": 97.2148938151559}
{"epoch": 229, "n_parameters": 54667896, "train_lr": 0.0003342346127818352, "train_loss": 6.052876012730598, "test_loss": 0.7154894512256279, "test_acc1": 84.35300962938686, "test_acc5": 96.94697951721368, "test_ema_loss": 0.6771052579176339, "test_ema_acc1": 85.19873890034755, "test_ema_acc5": 97.21689318512314}
{"epoch": 230, "n_parameters": 54667896, "train_lr": 0.0003268214395054926, "train_loss": 6.052608954238892, "test_loss": 0.7120802115292891, "test_acc1": 84.21905246165343, "test_acc5": 96.94897868216839, "test_ema_loss": 0.6768542945193237, "test_ema_acc1": 85.2127344901182, "test_ema_acc5": 97.20289758070875}
{"epoch": 231, "n_parameters": 54667896, "train_lr": 0.0003194779155196936, "train_loss": 6.050134518480301, "test_loss": 0.7232207691789988, "test_acc1": 84.33301601574654, "test_acc5": 96.93898208310645, "test_ema_loss": 0.6767738026375061, "test_ema_acc1": 85.19673950109281, "test_ema_acc5": 97.19889888470553}
{"epoch": 232, "n_parameters": 54667896, "train_lr": 0.0003122047950081552, "train_loss": 6.045010678553581, "test_loss": 0.7167869017541628, "test_acc1": 84.44098130938188, "test_acc5": 96.93498336513761, "test_ema_loss": 0.6767566048896269, "test_ema_acc1": 85.20073817329992, "test_ema_acc5": 97.2028975898611}
{"epoch": 233, "n_parameters": 54667896, "train_lr": 0.0003050028249241537, "train_loss": 6.0394566373348235, "test_loss": 0.7085100204464706, "test_acc1": 84.43898193804179, "test_acc5": 96.95897556541063, "test_ema_loss": 0.6765940477934611, "test_ema_acc1": 85.19673941323029, "test_ema_acc5": 97.20289763379235}
{"epoch": 234, "n_parameters": 54667896, "train_lr": 0.00029787274491373895, "train_loss": 6.040057846188545, "test_loss": 0.7061090054921806, "test_acc1": 84.50496082891658, "test_acc5": 96.95097824433486, "test_ema_loss": 0.6764147767988855, "test_ema_acc1": 85.18074453586351, "test_ema_acc5": 97.19490016856716}
{"epoch": 235, "n_parameters": 54667896, "train_lr": 0.000290815287239841, "train_loss": 6.03506907351017, "test_loss": 0.7137466938070515, "test_acc1": 84.40499300554023, "test_acc5": 96.9489788286059, "test_ema_loss": 0.6760629213223344, "test_ema_acc1": 85.20273752679294, "test_ema_acc5": 97.21489372180199}
{"epoch": 236, "n_parameters": 54667896, "train_lr": 0.00028383117670702414, "train_loss": 6.032166267538071, "test_loss": 0.7151919891099062, "test_acc1": 84.5569443894897, "test_acc5": 96.99696344972344, "test_ema_loss": 0.6760070310932967, "test_ema_acc1": 85.21273430341036, "test_ema_acc5": 97.21889240865286}
{"epoch": 237, "n_parameters": 54667896, "train_lr": 0.0002769211305870816, "train_loss": 6.030002956581115, "test_loss": 0.7037207387415144, "test_acc1": 84.58493523863136, "test_acc5": 96.9969635284336, "test_ema_loss": 0.6757401119616321, "test_ema_acc1": 85.22473048477393, "test_ema_acc5": 97.2208918079076}
{"epoch": 238, "n_parameters": 54667896, "train_lr": 0.0002700858585453233, "train_loss": 6.028137667155266, "test_loss": 0.7016182151513503, "test_acc1": 84.58093650556114, "test_acc5": 96.98296788374888, "test_ema_loss": 0.6755383375977331, "test_ema_acc1": 85.23272793398252, "test_ema_acc5": 97.22688984459054}
{"epoch": 239, "n_parameters": 54667896, "train_lr": 0.0002633260625677563, "train_loss": 6.020690513968468, "test_loss": 0.7042943220174707, "test_acc1": 84.61092698047807, "test_acc5": 97.048946777827, "test_ema_loss": 0.6751889226793805, "test_ema_acc1": 85.26871643231148, "test_ema_acc5": 97.2208917786201}
{"epoch": 240, "n_parameters": 54667896, "train_lr": 0.000256642436888926, "train_loss": 6.011502613997459, "test_loss": 0.6943499654914964, "test_acc1": 84.5769379070304, "test_acc5": 97.14091741009088, "test_ema_loss": 0.674879701808095, "test_ema_acc1": 85.27871324736876, "test_ema_acc5": 97.22888922920154}
{"epoch": 241, "n_parameters": 54667896, "train_lr": 0.00025003566792067283, "train_loss": 6.013945318412781, "test_loss": 0.6897706892204416, "test_acc1": 84.83685476857733, "test_acc5": 97.02095580146775, "test_ema_loss": 0.6744378908975598, "test_ema_acc1": 85.27071589014123, "test_ema_acc5": 97.23088862845627}
{"epoch": 242, "n_parameters": 54667896, "train_lr": 0.00024350643418159527, "train_loss": 6.007746866965294, "test_loss": 0.7040397807654432, "test_acc1": 84.71489376298754, "test_acc5": 97.06694114597197, "test_ema_loss": 0.6742059639381135, "test_ema_acc1": 85.29070944886747, "test_ema_acc5": 97.22888925848905}
{"epoch": 243, "n_parameters": 54667896, "train_lr": 0.00023705540622739822, "train_loss": 6.0096429012537005, "test_loss": 0.7070536824929363, "test_acc1": 84.59293273131358, "test_acc5": 97.09893079087739, "test_ema_loss": 0.67396245699595, "test_ema_acc1": 85.26871656410525, "test_ema_acc5": 97.22688990316556}
{"epoch": 244, "n_parameters": 54667896, "train_lr": 0.000230683246581996, "train_loss": 5.994671678185463, "test_loss": 0.7049483162186602, "test_acc1": 84.65891168533955, "test_acc5": 97.07293916251975, "test_ema_loss": 0.6737632984843325, "test_ema_acc1": 85.30670443240146, "test_ema_acc5": 97.23288798927116}
{"epoch": 245, "n_parameters": 54667896, "train_lr": 0.00022439060966950025, "train_loss": 5.995894007611275, "test_loss": 0.6990525463924688, "test_acc1": 84.68490324459698, "test_acc5": 97.09693138109745, "test_ema_loss": 0.6736734597943723, "test_ema_acc1": 85.3466915297188, "test_ema_acc5": 97.22289113943499}
{"epoch": 246, "n_parameters": 54667896, "train_lr": 0.00021817814174698885, "train_loss": 5.994211080503463, "test_loss": 0.6958155703922624, "test_acc1": 84.72688996860482, "test_acc5": 97.10492888247441, "test_ema_loss": 0.6732196948929307, "test_ema_acc1": 85.38268010126652, "test_ema_acc5": 97.23088859001643}
{"epoch": 247, "n_parameters": 54667896, "train_lr": 0.00021204648083815098, "train_loss": 5.993561478924751, "test_loss": 0.6968932629782049, "test_acc1": 84.6649097751061, "test_acc5": 97.10292950152436, "test_ema_loss": 0.6728852955651853, "test_ema_acc1": 85.38467949136891, "test_ema_acc5": 97.24088539592135}
{"epoch": 248, "n_parameters": 54667896, "train_lr": 0.0002059962566677415, "train_loss": 5.989923892068863, "test_loss": 0.693329510429655, "test_acc1": 84.87684189563979, "test_acc5": 97.06094295736008, "test_ema_loss": 0.6726183974978459, "test_ema_acc1": 85.39267697123786, "test_ema_acc5": 97.25887963776397}
{"epoch": 249, "n_parameters": 54667896, "train_lr": 0.00020002809059692627, "train_loss": 5.9918287030458455, "test_loss": 0.6929603107136619, "test_acc1": 84.81886059217398, "test_acc5": 97.15891163728973, "test_ema_loss": 0.6724020686849732, "test_ema_acc1": 85.3746827202429, "test_ema_acc5": 97.26287836305468}
{"epoch": 250, "n_parameters": 54667896, "train_lr": 0.00019414259555947024, "train_loss": 5.987767124128342, "test_loss": 0.6963223227683235, "test_acc1": 84.7528815740816, "test_acc5": 97.13292005286335, "test_ema_loss": 0.6719846702865598, "test_ema_acc1": 85.39667565808872, "test_ema_acc5": 97.2728751982471}
{"epoch": 251, "n_parameters": 54667896, "train_lr": 0.00018834037599875853, "train_loss": 5.981065093398094, "test_loss": 0.6955426379161722, "test_acc1": 84.84285285697102, "test_acc5": 97.06694103248289, "test_ema_loss": 0.6718199745861485, "test_ema_acc1": 85.39867499876846, "test_ema_acc5": 97.26887644366889}
{"epoch": 252, "n_parameters": 54667896, "train_lr": 0.00018262202780576584, "train_loss": 5.9790972895860675, "test_loss": 0.6904505403876743, "test_acc1": 84.8508502874173, "test_acc5": 97.10492888064394, "test_ema_loss": 0.6717192876043127, "test_ema_acc1": 85.39467633205275, "test_ema_acc5": 97.26687716156415}
{"epoch": 253, "n_parameters": 54667896, "train_lr": 0.0001769881382578218, "train_loss": 5.973346915173531, "test_loss": 0.6883200543850441, "test_acc1": 84.90683224791529, "test_acc5": 97.19689948545079, "test_ema_loss": 0.6715574575697675, "test_ema_acc1": 85.42466676441127, "test_ema_acc5": 97.27087590149863}
{"epoch": 254, "n_parameters": 54667896, "train_lr": 0.000171439285958305, "train_loss": 5.97299141023159, "test_loss": 0.691908064435291, "test_acc1": 84.87484262634834, "test_acc5": 97.14491614453395, "test_ema_loss": 0.6712843094103258, "test_ema_acc1": 85.43866228096316, "test_ema_acc5": 97.27487458285809}
{"epoch": 255, "n_parameters": 54667896, "train_lr": 0.00016597604077723047, "train_loss": 5.973000817441941, "test_loss": 0.6879678176140741, "test_acc1": 84.86684503848173, "test_acc5": 97.15691222888266, "test_ema_loss": 0.6710779886857113, "test_ema_acc1": 85.41466993974404, "test_ema_acc5": 97.27687393818158}
{"epoch": 256, "n_parameters": 54667896, "train_lr": 0.0001605989637927239, "train_loss": 5.967954575467109, "test_loss": 0.6908894257537801, "test_acc1": 84.93282418562217, "test_acc5": 97.23288799110163, "test_ema_loss": 0.6709358242532129, "test_ema_acc1": 85.41067117052206, "test_ema_acc5": 97.27087584292363}
{"epoch": 257, "n_parameters": 54667896, "train_lr": 0.00015530860723337784, "train_loss": 5.963592622756958, "test_loss": 0.6882497677305603, "test_acc1": 84.96881254254743, "test_acc5": 97.1769058754714, "test_ema_loss": 0.6708311538677663, "test_ema_acc1": 85.43466349847029, "test_ema_acc5": 97.27887325506522}
{"epoch": 258, "n_parameters": 54667896, "train_lr": 0.00015010551442155945, "train_loss": 5.963178455591202, "test_loss": 0.6892965271493748, "test_acc1": 85.0267939942812, "test_acc5": 97.20689623278071, "test_ema_loss": 0.6706380999838824, "test_ema_acc1": 85.44665961576743, "test_ema_acc5": 97.28087262503244}
{"epoch": 259, "n_parameters": 54667896, "train_lr": 0.00014499021971761222, "train_loss": 5.956484905624389, "test_loss": 0.6857821791131488, "test_acc1": 85.0247944925202, "test_acc5": 97.15891155308817, "test_ema_loss": 0.6704787764670875, "test_ema_acc1": 85.46065515108164, "test_ema_acc5": 97.28887012320608}
{"epoch": 260, "n_parameters": 54667896, "train_lr": 0.00013996324846495017, "train_loss": 5.958612029838562, "test_loss": 0.6887365324587068, "test_acc1": 85.03279195591493, "test_acc5": 97.17490637737136, "test_ema_loss": 0.6702267630025744, "test_ema_acc1": 85.47265142946006, "test_ema_acc5": 97.27687395282533}
{"epoch": 261, "n_parameters": 54667896, "train_lr": 0.0001350251169361393, "train_loss": 5.953705098938942, "test_loss": 0.6882659994914908, "test_acc1": 84.96881257000446, "test_acc5": 97.18690266490212, "test_ema_loss": 0.6700837299474242, "test_ema_acc1": 85.44665972239225, "test_ema_acc5": 97.29686759392268}
{"epoch": 262, "n_parameters": 54667896, "train_lr": 0.00013017633227985247, "train_loss": 5.94759204006195, "test_loss": 0.6842860800816732, "test_acc1": 85.10676839438601, "test_acc5": 97.18290397988171, "test_ema_loss": 0.6699239424676361, "test_ema_acc1": 85.43866218394831, "test_ema_acc5": 97.30286563060562}
{"epoch": 263, "n_parameters": 54667896, "train_lr": 0.00012541739246879494, "train_loss": 5.953133611464501, "test_loss": 0.6821850668912863, "test_acc1": 85.18474346113297, "test_acc5": 97.18290406591375, "test_ema_loss": 0.6698532364029876, "test_ema_acc1": 85.44865914544309, "test_ema_acc5": 97.29886690531491}
{"epoch": 264, "n_parameters": 54667896, "train_lr": 0.0001207487862485516, "train_loss": 5.9424207145929335, "test_loss": 0.6839159126325017, "test_acc1": 85.19274075566693, "test_acc5": 97.19490022714216, "test_ema_loss": 0.6697533158037592, "test_ema_acc1": 85.46465400816612, "test_ema_acc5": 97.29086945473347}
{"epoch": 265, "n_parameters": 54667896, "train_lr": 0.00011617099308741183, "train_loss": 5.941837020349503, "test_loss": 0.6801927695324754, "test_acc1": 85.13076068618247, "test_acc5": 97.2148937858684, "test_ema_loss": 0.6694760482950026, "test_ema_acc1": 85.46065527738399, "test_ema_acc5": 97.29686759392268}
{"epoch": 266, "n_parameters": 54667896, "train_lr": 0.00011168448312711321, "train_loss": 5.9357795481204985, "test_loss": 0.6818125034846804, "test_acc1": 85.15675242116492, "test_acc5": 97.19290081690461, "test_ema_loss": 0.6692262711962137, "test_ema_acc1": 85.47465077929213, "test_ema_acc5": 97.30086636314465}
{"epoch": 267, "n_parameters": 54667896, "train_lr": 0.0001072897171345562, "train_loss": 5.933009816718101, "test_loss": 0.6860452688244336, "test_acc1": 85.10276970661991, "test_acc5": 97.19889877670786, "test_ema_loss": 0.6689907759838902, "test_ema_acc1": 85.48064888919383, "test_ema_acc5": 97.29886699317741}
{"epoch": 268, "n_parameters": 54667896, "train_lr": 0.00010298714645449267, "train_loss": 5.931283464217186, "test_loss": 0.6773241743965841, "test_acc1": 85.14875514539327, "test_acc5": 97.27287517811195, "test_ema_loss": 0.668824549380909, "test_ema_acc1": 85.47265142762959, "test_ema_acc5": 97.30486504450411}
{"epoch": 269, "n_parameters": 54667896, "train_lr": 9.87772129631679e-05, "train_loss": 5.935797128438949, "test_loss": 0.680653690976803, "test_acc1": 85.12276325573619, "test_acc5": 97.2028975770478, "test_ema_loss": 0.6687347682412056, "test_ema_acc1": 85.45665654111046, "test_ema_acc5": 97.29686753534767}
{"epoch": 270, "n_parameters": 54667896, "train_lr": 9.466034902293881e-05, "train_loss": 5.930074427652359, "test_loss": 0.6795220067587626, "test_acc1": 85.1867427702371, "test_acc5": 97.23288806615086, "test_ema_loss": 0.6686689370202229, "test_ema_acc1": 85.48864627021746, "test_ema_acc5": 97.28487137411926}
{"epoch": 271, "n_parameters": 54667896, "train_lr": 9.063697743787141e-05, "train_loss": 5.92361669459343, "test_loss": 0.6781992798205465, "test_acc1": 85.2187324938527, "test_acc5": 97.2588795883413, "test_ema_loss": 0.6685960857361993, "test_ema_acc1": 85.4886462262862, "test_ema_acc5": 97.29086946937723}
{"epoch": 272, "n_parameters": 54667896, "train_lr": 8.670751141031563e-05, "train_loss": 5.9262622026920315, "test_loss": 0.675398736151264, "test_acc1": 85.20673624842271, "test_acc5": 97.28487141255911, "test_ema_loss": 0.6682685843449744, "test_ema_acc1": 85.4706519606475, "test_ema_acc5": 97.29886693460242}
{"epoch": 273, "n_parameters": 54667896, "train_lr": 8.287235449847731e-05, "train_loss": 5.919026923418045, "test_loss": 0.680906151955509, "test_acc1": 85.24072541705478, "test_acc5": 97.24888300758406, "test_ema_loss": 0.6681943117942223, "test_ema_acc1": 85.47665011997186, "test_ema_acc5": 97.30486500057286}
{"epoch": 274, "n_parameters": 54667896, "train_lr": 7.913190057496454e-05, "train_loss": 5.9212450245141985, "test_loss": 0.67483391059453, "test_acc1": 85.27071605671391, "test_acc5": 97.2848715187263, "test_ema_loss": 0.6681421627016628, "test_ema_acc1": 85.47265140017255, "test_ema_acc5": 97.318860502481}
{"epoch": 275, "n_parameters": 54667896, "train_lr": 7.548653378633461e-05, "train_loss": 5.920822292661667, "test_loss": 0.6793288057669997, "test_acc1": 85.24472411580369, "test_acc5": 97.2208919433623, "test_ema_loss": 0.6679269849761006, "test_ema_acc1": 85.4726514386124, "test_ema_acc5": 97.32485862702646}
{"epoch": 276, "n_parameters": 54667896, "train_lr": 7.193662851365441e-05, "train_loss": 5.918593779540062, "test_loss": 0.6729222737280104, "test_acc1": 85.25272166797616, "test_acc5": 97.28087269642074, "test_ema_loss": 0.6679083238191464, "test_ema_acc1": 85.48064894776884, "test_ema_acc5": 97.30486504450411}
{"epoch": 277, "n_parameters": 54667896, "train_lr": 6.848254933403875e-05, "train_loss": 5.909250277614594, "test_loss": 0.6705322101958754, "test_acc1": 85.24872294634638, "test_acc5": 97.26687714692041, "test_ema_loss": 0.6677398507839397, "test_ema_acc1": 85.48264828295717, "test_ema_acc5": 97.30086629907824}
{"epoch": 278, "n_parameters": 54667896, "train_lr": 6.512465098321417e-05, "train_loss": 5.913793181681633, "test_loss": 0.6722554769093061, "test_acc1": 85.2487228699243, "test_acc5": 97.26887643268607, "test_ema_loss": 0.6675025760880945, "test_ema_acc1": 85.48264821522982, "test_ema_acc5": 97.30086635765325}
{"epoch": 279, "n_parameters": 54667896, "train_lr": 6.186327831908599e-05, "train_loss": 5.910861559796333, "test_loss": 0.6703573398716638, "test_acc1": 85.28471128176362, "test_acc5": 97.27487459017998, "test_ema_loss": 0.667203384629615, "test_ema_acc1": 85.47864940207658, "test_ema_acc5": 97.31286251888166}
{"epoch": 280, "n_parameters": 54667896, "train_lr": 5.869876628632201e-05, "train_loss": 5.9107091850519184, "test_loss": 0.6720548091757604, "test_acc1": 85.25472101460491, "test_acc5": 97.26887644732982, "test_ema_loss": 0.6669152850175605, "test_ema_acc1": 85.45065843670015, "test_ema_acc5": 97.30886374965968}
{"epoch": 281, "n_parameters": 54667896, "train_lr": 5.563143988195093e-05, "train_loss": 5.906910424947738, "test_loss": 0.6665940052446198, "test_acc1": 85.33869426584518, "test_acc5": 97.29086935039675, "test_ema_loss": 0.6666503601214465, "test_ema_acc1": 85.4586558287066, "test_ema_acc5": 97.30886370572843}
{"epoch": 282, "n_parameters": 54667896, "train_lr": 5.266161412198932e-05, "train_loss": 5.907729436349869, "test_loss": 0.6686798559282633, "test_acc1": 85.36468582647547, "test_acc5": 97.26887662305484, "test_ema_loss": 0.6663937418968143, "test_ema_acc1": 85.45265774809239, "test_ema_acc5": 97.3108630610519}
{"epoch": 283, "n_parameters": 54667896, "train_lr": 4.978959400908628e-05, "train_loss": 5.905575406980515, "test_loss": 0.6682661859154263, "test_acc1": 85.33469538862555, "test_acc5": 97.27287530075337, "test_ema_loss": 0.6661599120946929, "test_ema_acc1": 85.47665007604061, "test_ema_acc5": 97.31086305189956}
{"epoch": 284, "n_parameters": 54667896, "train_lr": 4.7015674501198136e-05, "train_loss": 5.906293245172501, "test_loss": 0.6703780040774933, "test_acc1": 85.42066787803928, "test_acc5": 97.2748746066542, "test_ema_loss": 0.6659358395400512, "test_ema_acc1": 85.44865905758058, "test_ema_acc5": 97.31286240722305}
{"epoch": 285, "n_parameters": 54667896, "train_lr": 4.434014048130036e-05, "train_loss": 5.90216425280571, "test_loss": 0.6686903393950642, "test_acc1": 85.40867182480854, "test_acc5": 97.29286885947961, "test_ema_loss": 0.6657331667922657, "test_ema_acc1": 85.45665644958702, "test_ema_acc5": 97.30286563060562}
{"epoch": 286, "n_parameters": 54667896, "train_lr": 4.176326672812617e-05, "train_loss": 5.901874047374726, "test_loss": 0.6700005046475459, "test_acc1": 85.3646858887114, "test_acc5": 97.29286886497103, "test_ema_loss": 0.6655797207152799, "test_ema_acc1": 85.48064878668758, "test_ema_acc5": 97.30086627528215}
{"epoch": 287, "n_parameters": 54667896, "train_lr": 3.928531788795183e-05, "train_loss": 5.892989935064316, "test_loss": 0.6674150035250932, "test_acc1": 85.44066144774834, "test_acc5": 97.26887653153139, "test_ema_loss": 0.6653403061551645, "test_ema_acc1": 85.4906455925925, "test_ema_acc5": 97.30886368193232}
{"epoch": 288, "n_parameters": 54667896, "train_lr": 3.69065484474076e-05, "train_loss": 5.894091971373558, "test_loss": 0.6645638644695282, "test_acc1": 85.3746826323804, "test_acc5": 97.30686431562603, "test_ema_loss": 0.6651014690972207, "test_ema_acc1": 85.49864295531142, "test_ema_acc5": 97.30886369657608}
{"epoch": 289, "n_parameters": 54667896, "train_lr": 3.4627202707352076e-05, "train_loss": 5.897068811416626, "test_loss": 0.6674779459751923, "test_acc1": 85.40467305787466, "test_acc5": 97.27887323859099, "test_ema_loss": 0.6648196816608748, "test_ema_acc1": 85.51263847186333, "test_ema_acc5": 97.30886374050733}
{"epoch": 290, "n_parameters": 54667896, "train_lr": 3.244751475777709e-05, "train_loss": 5.894753539800644, "test_loss": 0.6682235232061323, "test_acc1": 85.424666544755, "test_acc5": 97.30886383752218, "test_ema_loss": 0.6646915631341365, "test_ema_acc1": 85.53263199581066, "test_ema_acc5": 97.30886374050733}
{"epoch": 291, "n_parameters": 54667896, "train_lr": 3.0367708453767838e-05, "train_loss": 5.894116974878311, "test_loss": 0.666337058550733, "test_acc1": 85.40267375883809, "test_acc5": 97.32685791645306, "test_ema_loss": 0.6644688515704783, "test_ema_acc1": 85.53063269906218, "test_ema_acc5": 97.3108630610519}
{"epoch": 292, "n_parameters": 54667896, "train_lr": 2.838799739251241e-05, "train_loss": 5.885702580547333, "test_loss": 0.6643436066121521, "test_acc1": 85.43666280848966, "test_acc5": 97.30886374416828, "test_ema_loss": 0.6642370684318902, "test_ema_acc1": 85.50264162202714, "test_ema_acc5": 97.3108630610519}
{"epoch": 293, "n_parameters": 54667896, "train_lr": 2.650858489136567e-05, "train_loss": 5.889478163552284, "test_loss": 0.6659893042764023, "test_acc1": 85.42266729193777, "test_acc5": 97.29086941995456, "test_ema_loss": 0.664098625016563, "test_ema_acc1": 85.56063583458225, "test_ema_acc5": 97.30686430647368}
{"epoch": 294, "n_parameters": 54667896, "train_lr": 2.4729663966967256e-05, "train_loss": 5.8894480947256085, "test_loss": 0.6644599672324736, "test_acc1": 85.4966436494106, "test_acc5": 97.33285595862742, "test_ema_loss": 0.6639407822067904, "test_ema_acc1": 85.57063905796482, "test_ema_acc5": 97.30286559582672}
{"epoch": 295, "n_parameters": 54667896, "train_lr": 2.305141731542016e-05, "train_loss": 5.894942307138443, "test_loss": 0.6640516848385554, "test_acc1": 85.49064554866125, "test_acc5": 97.3228592112975, "test_ema_loss": 0.6638155475614921, "test_ema_acc1": 85.51263844257582, "test_ema_acc5": 97.30286558118297}
{"epoch": 296, "n_parameters": 54667896, "train_lr": 2.147401729352945e-05, "train_loss": 5.884503907346725, "test_loss": 0.6637108927893945, "test_acc1": 85.40667239992723, "test_acc5": 97.33285598791493, "test_ema_loss": 0.6636358374620185, "test_ema_acc1": 85.50664036196162, "test_ema_acc5": 97.30086623501182}
{"epoch": 297, "n_parameters": 54667896, "train_lr": 1.999762590109506e-05, "train_loss": 5.888456375789643, "test_loss": 0.6637606785276576, "test_acc1": 85.44466015839531, "test_acc5": 97.29886687968835, "test_ema_loss": 0.66339904947809, "test_ema_acc1": 85.50064223741616, "test_ema_acc5": 97.31486173691997}
{"epoch": 298, "n_parameters": 54667896, "train_lr": 1.8622394764280227e-05, "train_loss": 5.882289447021485, "test_loss": 0.6635021322598571, "test_acc1": 85.48064863109772, "test_acc5": 97.2988669529071, "test_ema_loss": 0.6633579446797204, "test_ema_acc1": 85.5146378271868, "test_ema_acc5": 97.31286238159649}
{"epoch": 299, "n_parameters": 54667896, "train_lr": 1.7348465120038334e-05, "train_loss": 5.8882597553253175, "test_loss": 0.6635767281301977, "test_acc1": 85.50264171538106, "test_acc5": 97.31286243468008, "test_ema_loss": 0.6632871887756183, "test_ema_acc1": 85.51863658176502, "test_ema_acc5": 97.30286559033532}
{"epoch": 300, "n_parameters": 54667896, "train_lr": 1.6175967801604838e-05, "train_loss": 5.888460496306419, "test_loss": 0.663716483861208, "test_acc1": 85.51663715322279, "test_acc5": 97.27287514333304, "test_ema_loss": 0.6631912166006205, "test_ema_acc1": 85.50264165131465, "test_ema_acc5": 97.30086620023292}
{"epoch": 301, "n_parameters": 54667896, "train_lr": 1.5105023225064406e-05, "train_loss": 5.8887332951784135, "test_loss": 0.6633000490529573, "test_acc1": 85.49664349748168, "test_acc5": 97.28687075323884, "test_ema_loss": 0.6630681678515804, "test_ema_acc1": 85.49864294066768, "test_ema_acc5": 97.30886369474561}
{"epoch": 302, "n_parameters": 54667896, "train_lr": 1.4135741376980793e-05, "train_loss": 5.885032026314735, "test_loss": 0.6612994414343334, "test_acc1": 85.52663391656931, "test_acc5": 97.32285925705922, "test_ema_loss": 0.6629032367456924, "test_ema_acc1": 85.49064550473, "test_ema_acc5": 97.30886371488077}
{"epoch": 303, "n_parameters": 54667896, "train_lr": 1.3268221803103764e-05, "train_loss": 5.878797423481942, "test_loss": 0.6630749222959447, "test_acc1": 85.46465381230594, "test_acc5": 97.27887329350506, "test_ema_loss": 0.6627567062592682, "test_ema_acc1": 85.49664357070044, "test_ema_acc5": 97.30486502436897}
{"epoch": 304, "n_parameters": 54667896, "train_lr": 1.2502553598144006e-05, "train_loss": 5.887152828812599, "test_loss": 0.6632002145051956, "test_acc1": 85.47864941122893, "test_acc5": 97.27887335208007, "test_ema_loss": 0.6627052873373032, "test_ema_acc1": 85.5086397465726, "test_ema_acc5": 97.30286563975797}
{"epoch": 305, "n_parameters": 54667896, "train_lr": 1.183881539662426e-05, "train_loss": 5.883043507027626, "test_loss": 0.6626748939537827, "test_acc1": 85.48664670622051, "test_acc5": 97.28887009940999, "test_ema_loss": 0.6627170142635483, "test_ema_acc1": 85.51663724108529, "test_ema_acc5": 97.30286565440173}
{"epoch": 306, "n_parameters": 54667896, "train_lr": 1.127707536480257e-05, "train_loss": 5.8816224215984345, "test_loss": 0.6634238946306354, "test_acc1": 85.50064229233023, "test_acc5": 97.28887010856234, "test_ema_loss": 0.6625404219033525, "test_ema_acc1": 85.53063274299343, "test_ema_acc5": 97.30686435040494}
{"epoch": 307, "n_parameters": 54667896, "train_lr": 1.0817391193672047e-05, "train_loss": 5.878152579498291, "test_loss": 0.6637231374899035, "test_acc1": 85.48664678493068, "test_acc5": 97.29286888327572, "test_ema_loss": 0.6623827897505287, "test_ema_acc1": 85.54462823025783, "test_ema_acc5": 97.31486178634263}
{"epoch": 308, "n_parameters": 54667896, "train_lr": 1.0459810093036112e-05, "train_loss": 5.876695037555694, "test_loss": 0.663146232295891, "test_acc1": 85.50863976670776, "test_acc5": 97.31286249508555, "test_ema_loss": 0.6623598479611033, "test_ema_acc1": 85.53863016428737, "test_ema_acc5": 97.3108630610519}
{"epoch": 309, "n_parameters": 54667896, "train_lr": 1.0204368786659814e-05, "train_loss": 5.875992083239556, "test_loss": 0.6612634395714849, "test_acc1": 85.49064543700264, "test_acc5": 97.2988669583985, "test_ema_loss": 0.6622813172665808, "test_ema_acc1": 85.54662754714145, "test_ema_acc5": 97.31686113251376}