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rmt_s_label.txt
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{"epoch": 0, "n_parameters": 27992240, "train_lr": 1.000000000000014e-06, "train_loss": 10.403531326818467, "test_loss": 6.9081768051666375, "test_acc1": 0.15595010610837168, "test_acc5": 0.6277991417159046, "test_ema_loss": 6.924278263660038, "test_ema_acc1": 0.10396673857822528, "test_ema_acc5": 0.4898432801100434}
{"epoch": 1, "n_parameters": 27992240, "train_lr": 1.000000000000014e-06, "train_loss": 10.389183571958542, "test_loss": 6.893797515946276, "test_acc1": 0.20993283325216364, "test_acc5": 0.7757518038067845, "test_ema_loss": 6.913829645689796, "test_ema_acc1": 0.08397313481958264, "test_ema_acc5": 0.48984328111108116}
{"epoch": 2, "n_parameters": 27992240, "train_lr": 0.00040080000000000486, "train_loss": 9.959314964199066, "test_loss": 4.829036135883892, "test_acc1": 9.239043801450912, "test_acc5": 24.97001032442598, "test_ema_loss": 6.9092135368024605, "test_ema_acc1": 0.09396993679185746, "test_ema_acc5": 0.5038388068296172}
{"epoch": 3, "n_parameters": 27992240, "train_lr": 0.0008005999999999952, "train_loss": 9.29159837846756, "test_loss": 3.5358794467414127, "test_acc1": 26.341571454924036, "test_acc5": 51.63547790508124, "test_ema_loss": 6.910847636706689, "test_ema_acc1": 0.09796865750640459, "test_ema_acc5": 0.5018394451852952}
{"epoch": 4, "n_parameters": 27992240, "train_lr": 0.001200399999999992, "train_loss": 8.745598599600791, "test_loss": 2.7941760301370833, "test_acc1": 39.04550661830206, "test_acc5": 65.84093296413458, "test_ema_loss": 6.915820465368383, "test_ema_acc1": 0.09596929714913102, "test_ema_acc5": 0.4998400842846012}
{"epoch": 5, "n_parameters": 27992240, "train_lr": 0.001600200000000024, "train_loss": 8.370870358872414, "test_loss": 2.392742197960615, "test_acc1": 46.59908956232089, "test_acc5": 73.10260944494588, "test_ema_loss": 6.923197791856878, "test_ema_acc1": 0.09396993679185746, "test_ema_acc5": 0.501839445099492}
{"epoch": 6, "n_parameters": 27992240, "train_lr": 0.0019987229246352088, "train_loss": 8.120094072532654, "test_loss": 2.10520915654214, "test_acc1": 51.939380689454396, "test_acc5": 77.51519758962166, "test_ema_loss": 6.932523134000161, "test_ema_acc1": 0.09396993679185746, "test_ema_acc5": 0.4878439235138115}
{"epoch": 7, "n_parameters": 27992240, "train_lr": 0.0019981611846033847, "train_loss": 7.902089722943306, "test_loss": 1.8926292444195818, "test_acc1": 56.202016866824906, "test_acc5": 80.92010810096068, "test_ema_loss": 6.942892818766482, "test_ema_acc1": 0.08997121607731035, "test_ema_acc5": 0.4918426419402725}
{"epoch": 8, "n_parameters": 27992240, "train_lr": 0.00199749744640187, "train_loss": 7.747093529605865, "test_loss": 1.7324680367155987, "test_acc1": 59.45697529416624, "test_acc5": 83.02143572891514, "test_ema_loss": 6.952897436478558, "test_ema_acc1": 0.10196737822095171, "test_ema_acc5": 0.5018394438982468}
{"epoch": 9, "n_parameters": 27992240, "train_lr": 0.001996731778196886, "train_loss": 7.624301576662064, "test_loss": 1.6364979022456443, "test_acc1": 61.92418600432932, "test_acc5": 84.78886993192208, "test_ema_loss": 6.962767174138742, "test_ema_acc1": 0.08997121589140333, "test_ema_acc5": 0.5158349640109717}
{"epoch": 10, "n_parameters": 27992240, "train_lr": 0.001995864258623014, "train_loss": 7.516751359128952, "test_loss": 1.5536396354984712, "test_acc1": 63.6396370332209, "test_acc5": 86.03647092619693, "test_ema_loss": 6.973887886194622, "test_ema_acc1": 0.09596929621959602, "test_ema_acc5": 0.5138356017231255}
{"epoch": 11, "n_parameters": 27992240, "train_lr": 0.001994894976774958, "train_loss": 7.4451837298631665, "test_loss": 1.5191049742074136, "test_acc1": 64.57333837452411, "test_acc5": 86.43834223765558, "test_ema_loss": 6.971823798382983, "test_ema_acc1": 0.09197057550504889, "test_ema_acc5": 0.5098368805509611}
{"epoch": 12, "n_parameters": 27992240, "train_lr": 0.0019938240321983884, "train_loss": 7.378305066418648, "test_loss": 1.4182461362934726, "test_acc1": 66.23280735436877, "test_acc5": 87.6759461574042, "test_ema_loss": 6.975420386475675, "test_ema_acc1": 0.09996801693414314, "test_ema_acc5": 0.505838160923255}
{"epoch": 13, "n_parameters": 27992240, "train_lr": 0.0019926515348799687, "train_loss": 7.31838618106842, "test_loss": 1.3707634123754413, "test_acc1": 67.83829381324051, "test_acc5": 88.56766077973334, "test_ema_loss": 6.982347828500411, "test_ema_acc1": 0.1479526644933704, "test_ema_acc5": 0.6457933827147831}
{"epoch": 14, "n_parameters": 27992240, "train_lr": 0.0019913776052357347, "train_loss": 7.266056401705742, "test_loss": 1.3741726528798395, "test_acc1": 67.58237550766592, "test_acc5": 88.56766081313941, "test_ema_loss": 6.924492204013993, "test_ema_acc1": 0.27791108690102134, "test_ema_acc5": 1.4555342986664936}
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{"epoch": 21, "n_parameters": 27992240, "train_lr": 0.0019796322915462067, "train_loss": 7.042317401576042, "test_loss": 1.2005611214622416, "test_acc1": 71.47113142544386, "test_acc5": 90.91890848849877, "test_ema_loss": 2.682208724977339, "test_ema_acc1": 43.516076052715135, "test_ema_acc5": 68.65403287584631}
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{"epoch": 44, "n_parameters": 27992240, "train_lr": 0.001907012853545513, "train_loss": 6.7672041473865505, "test_loss": 1.0442716615164982, "test_acc1": 75.54782709874027, "test_acc5": 93.10620859213846, "test_ema_loss": 0.9606372213593739, "test_ema_acc1": 77.57717782522117, "test_ema_acc5": 93.95393721293122}
{"epoch": 45, "n_parameters": 27992240, "train_lr": 0.0019027102828654645, "train_loss": 6.756514235711098, "test_loss": 1.0334721743403112, "test_acc1": 76.18962187913466, "test_acc5": 93.54406851816086, "test_ema_loss": 0.9488821567775791, "test_ema_acc1": 77.78711051904308, "test_ema_acc5": 94.0798969168123}
{"epoch": 46, "n_parameters": 27992240, "train_lr": 0.0018983155168728818, "train_loss": 6.756845376443863, "test_loss": 1.0136475704117294, "test_acc1": 76.24560383871741, "test_acc5": 93.46609323450333, "test_ema_loss": 0.9378417537492865, "test_ema_acc1": 78.06702089035122, "test_ema_acc5": 94.17186751063635}
{"epoch": 47, "n_parameters": 27992240, "train_lr": 0.0018938290069125936, "train_loss": 6.743749663543701, "test_loss": 0.9990023034076918, "test_acc1": 76.9613749834489, "test_acc5": 93.70801607615202, "test_ema_loss": 0.9277076715165201, "test_ema_acc1": 78.256960129326, "test_ema_acc5": 94.3398138117653}
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