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rmt_l_label.txt
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{"epoch": 0, "n_parameters": 96105864, "train_lr": 1.000000000000014e-06, "train_loss": 10.772587257766723, "test_loss": 6.954365874038023, "test_acc1": 0.09600000695228576, "test_acc5": 0.48800003143787385, "test_ema_loss": 7.375438627074747, "test_ema_acc1": 0.10000000230789184, "test_ema_acc5": 0.5060000107002258}
{"epoch": 1, "n_parameters": 96105864, "train_lr": 1.000000000000014e-06, "train_loss": 10.527264269065856, "test_loss": 6.918772641350241, "test_acc1": 0.09400000642776489, "test_acc5": 0.48800002740383147, "test_ema_loss": 6.98409449002322, "test_ema_acc1": 0.10800000200271606, "test_ema_acc5": 0.49800000917434695}
{"epoch": 2, "n_parameters": 96105864, "train_lr": 0.00040080000000000486, "train_loss": 10.078900183391571, "test_loss": 5.052486862329876, "test_acc1": 7.384000197868347, "test_acc5": 20.9880006350708, "test_ema_loss": 6.917335678549374, "test_ema_acc1": 0.09800000152587891, "test_ema_acc5": 0.5140000108337403}
{"epoch": 3, "n_parameters": 96105864, "train_lr": 0.0008005999999999952, "train_loss": 9.444730313301086, "test_loss": 3.643768160658724, "test_acc1": 23.514000619277954, "test_acc5": 48.37200141548157, "test_ema_loss": 6.913494702647714, "test_ema_acc1": 0.10400000244140625, "test_ema_acc5": 0.5220000129699707}
{"epoch": 4, "n_parameters": 96105864, "train_lr": 0.001200399999999992, "train_loss": 8.892090515756607, "test_loss": 2.861159885630888, "test_acc1": 36.558001105422974, "test_acc5": 63.37400174468994, "test_ema_loss": 6.912284386508605, "test_ema_acc1": 0.10400000213623047, "test_ema_acc5": 0.5220000128364563}
{"epoch": 5, "n_parameters": 96105864, "train_lr": 0.001600200000000024, "train_loss": 8.487642551279068, "test_loss": 2.3951410901020553, "test_acc1": 45.16600130844116, "test_acc5": 72.01800220230102, "test_ema_loss": 6.912408784908407, "test_ema_acc1": 0.10400000259399414, "test_ema_acc5": 0.5120000097846985}
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{"epoch": 7, "n_parameters": 96105864, "train_lr": 0.0019981611846033847, "train_loss": 7.9581522541522975, "test_loss": 1.9129790516898912, "test_acc1": 55.11200153717041, "test_acc5": 80.31400255569459, "test_ema_loss": 6.917860905913746, "test_ema_acc1": 0.10200000198364258, "test_ema_acc5": 0.5060000091552734}
{"epoch": 8, "n_parameters": 96105864, "train_lr": 0.00199749744640187, "train_loss": 7.782220842456818, "test_loss": 1.6746774022193516, "test_acc1": 59.630001727142336, "test_acc5": 83.90400251495362, "test_ema_loss": 6.923370070317212, "test_ema_acc1": 0.10000000122070313, "test_ema_acc5": 0.5120000090026855}
{"epoch": 9, "n_parameters": 96105864, "train_lr": 0.001996731778196886, "train_loss": 7.6535005675315855, "test_loss": 1.5669315704966293, "test_acc1": 62.11000179626465, "test_acc5": 85.38000248703003, "test_ema_loss": 6.929748324786916, "test_ema_acc1": 0.10200000183105469, "test_ema_acc5": 0.5120000085449219}
{"epoch": 10, "n_parameters": 96105864, "train_lr": 0.001995864258623014, "train_loss": 7.5347525501251225, "test_loss": 1.4802175474298351, "test_acc1": 64.26000199813842, "test_acc5": 86.76400246994018, "test_ema_loss": 6.9340596461997315, "test_ema_acc1": 0.10400000244140625, "test_ema_acc5": 0.522000011138916}
{"epoch": 11, "n_parameters": 96105864, "train_lr": 0.001994894976774958, "train_loss": 7.4503201266765595, "test_loss": 1.387970071285963, "test_acc1": 66.07600197372436, "test_acc5": 87.81400257247925, "test_ema_loss": 6.933255838997224, "test_ema_acc1": 0.11000000335693359, "test_ema_acc5": 0.5520000148010253}
{"epoch": 12, "n_parameters": 96105864, "train_lr": 0.0019938240321983884, "train_loss": 7.379118311405182, "test_loss": 1.3584829553523485, "test_acc1": 66.8780021168518, "test_acc5": 88.41400276367187, "test_ema_loss": 6.91949206941268, "test_ema_acc1": 0.12200000335693359, "test_ema_acc5": 0.6360000210237503}
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{"epoch": 20, "n_parameters": 96105864, "train_lr": 0.001981612002607491, "train_loss": 7.00944323387146, "test_loss": 1.0997221970601994, "test_acc1": 73.16800213714599, "test_acc5": 92.2720024623108, "test_ema_loss": 2.348589083289399, "test_ema_acc1": 48.154001251602175, "test_ema_acc5": 73.59200234375}
{"epoch": 21, "n_parameters": 96105864, "train_lr": 0.0019796322915462067, "train_loss": 6.985887121868133, "test_loss": 1.0757409010959023, "test_acc1": 73.74600260040283, "test_acc5": 92.41000243392945, "test_ema_loss": 2.035062565961305, "test_ema_acc1": 53.15000141479492, "test_ema_acc5": 77.95000239883423}
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{"epoch": 31, "n_parameters": 96105864, "train_lr": 0.0019543685601180597, "train_loss": 6.800236525487899, "test_loss": 0.9978449584861451, "test_acc1": 76.5420022859192, "test_acc5": 93.67800233535766, "test_ema_loss": 1.1084827406003195, "test_ema_acc1": 73.41800247726441, "test_ema_acc5": 91.90600259399415}
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{"epoch": 44, "n_parameters": 96105864, "train_lr": 0.001907012853545513, "train_loss": 6.658374706363678, "test_loss": 0.9449264797217706, "test_acc1": 78.07000262680053, "test_acc5": 94.4120027923584, "test_ema_loss": 0.8819888425881371, "test_ema_acc1": 79.27000255340576, "test_ema_acc5": 95.03400265853882}
{"epoch": 45, "n_parameters": 96105864, "train_lr": 0.0019027102828654645, "train_loss": 6.649480620145797, "test_loss": 0.926793510094285, "test_acc1": 78.41600258728027, "test_acc5": 94.64800267730713, "test_ema_loss": 0.8738519796992049, "test_ema_acc1": 79.47800258010864, "test_ema_acc5": 95.14600266296387}
{"epoch": 46, "n_parameters": 96105864, "train_lr": 0.0018983155168728818, "train_loss": 6.650274406480789, "test_loss": 0.9181489572476815, "test_acc1": 78.32800256988526, "test_acc5": 94.64200237686157, "test_ema_loss": 0.8667316208867466, "test_ema_acc1": 79.67000243362426, "test_ema_acc5": 95.21800236297608}
{"epoch": 47, "n_parameters": 96105864, "train_lr": 0.0018938290069125936, "train_loss": 6.6365864024162295, "test_loss": 0.9340078018824843, "test_acc1": 78.52000242996216, "test_acc5": 94.69800270095826, "test_ema_loss": 0.8600908883244676, "test_ema_acc1": 79.88400256317139, "test_ema_acc5": 95.2960024357605}
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