{ "best_metric": 0.9787709497206704, "best_model_checkpoint": "resnet-50-LongSleeveCleanedData/checkpoint-2733", "epoch": 19.88083416087388, "global_step": 2860, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.07, "learning_rate": 1.7241379310344828e-05, "loss": 1.1031, "step": 10 }, { "epoch": 0.14, "learning_rate": 3.4482758620689657e-05, "loss": 1.102, "step": 20 }, { "epoch": 0.21, "learning_rate": 4.998233839632639e-05, "loss": 1.0994, "step": 30 }, { "epoch": 0.28, "learning_rate": 4.980572235959025e-05, "loss": 1.0905, "step": 40 }, { "epoch": 0.35, "learning_rate": 4.962910632285412e-05, "loss": 1.0828, "step": 50 }, { "epoch": 0.42, "learning_rate": 4.945249028611798e-05, "loss": 1.0761, "step": 60 }, { "epoch": 0.49, "learning_rate": 4.927587424938185e-05, "loss": 1.0646, "step": 70 }, { "epoch": 0.56, "learning_rate": 4.909925821264571e-05, "loss": 1.0606, "step": 80 }, { "epoch": 0.63, "learning_rate": 4.892264217590958e-05, "loss": 1.0502, "step": 90 }, { "epoch": 0.7, "learning_rate": 4.874602613917344e-05, "loss": 1.0411, "step": 100 }, { "epoch": 0.76, "learning_rate": 4.85694101024373e-05, "loss": 1.0358, "step": 110 }, { "epoch": 0.83, "learning_rate": 4.8392794065701166e-05, "loss": 1.023, "step": 120 }, { "epoch": 0.9, "learning_rate": 4.821617802896503e-05, "loss": 1.0164, "step": 130 }, { "epoch": 0.97, "learning_rate": 4.8039561992228896e-05, "loss": 0.9906, "step": 140 }, { "epoch": 0.99, "eval_accuracy": 0.6134078212290502, "eval_loss": 1.0393954515457153, "eval_runtime": 725.2732, "eval_samples_per_second": 1.234, "eval_steps_per_second": 0.154, "step": 143 }, { "epoch": 1.04, "learning_rate": 4.786294595549276e-05, "loss": 0.9853, "step": 150 }, { "epoch": 1.11, "learning_rate": 4.768632991875663e-05, "loss": 0.9606, "step": 160 }, { "epoch": 1.18, "learning_rate": 4.750971388202049e-05, "loss": 0.9562, "step": 170 }, { "epoch": 1.25, "learning_rate": 4.7333097845284354e-05, "loss": 0.9219, "step": 180 }, { "epoch": 1.32, "learning_rate": 4.715648180854822e-05, "loss": 0.9033, "step": 190 }, { "epoch": 1.39, "learning_rate": 4.697986577181208e-05, "loss": 0.8942, "step": 200 }, { "epoch": 1.46, "learning_rate": 4.680324973507595e-05, "loss": 0.8555, "step": 210 }, { "epoch": 1.53, "learning_rate": 4.662663369833981e-05, "loss": 0.8475, "step": 220 }, { "epoch": 1.6, "learning_rate": 4.645001766160367e-05, "loss": 0.8118, "step": 230 }, { "epoch": 1.67, "learning_rate": 4.627340162486754e-05, "loss": 0.82, "step": 240 }, { "epoch": 1.74, "learning_rate": 4.6096785588131406e-05, "loss": 0.8028, "step": 250 }, { "epoch": 1.81, "learning_rate": 4.592016955139527e-05, "loss": 0.7645, "step": 260 }, { "epoch": 1.88, "learning_rate": 4.5743553514659135e-05, "loss": 0.7472, "step": 270 }, { "epoch": 1.95, "learning_rate": 4.5566937477923e-05, "loss": 0.7315, "step": 280 }, { "epoch": 2.0, "eval_accuracy": 0.7631284916201118, "eval_loss": 0.6789541244506836, "eval_runtime": 20.8953, "eval_samples_per_second": 42.833, "eval_steps_per_second": 5.36, "step": 287 }, { "epoch": 2.02, "learning_rate": 4.5390321441186864e-05, "loss": 0.757, "step": 290 }, { "epoch": 2.09, "learning_rate": 4.521370540445072e-05, "loss": 0.7235, "step": 300 }, { "epoch": 2.15, "learning_rate": 4.503708936771459e-05, "loss": 0.6899, "step": 310 }, { "epoch": 2.22, "learning_rate": 4.486047333097845e-05, "loss": 0.6831, "step": 320 }, { "epoch": 2.29, "learning_rate": 4.468385729424232e-05, "loss": 0.6265, "step": 330 }, { "epoch": 2.36, "learning_rate": 4.450724125750618e-05, "loss": 0.6394, "step": 340 }, { "epoch": 2.43, "learning_rate": 4.433062522077005e-05, "loss": 0.64, "step": 350 }, { "epoch": 2.5, "learning_rate": 4.415400918403391e-05, "loss": 0.6319, "step": 360 }, { "epoch": 2.57, "learning_rate": 4.3977393147297774e-05, "loss": 0.5885, "step": 370 }, { "epoch": 2.64, "learning_rate": 4.3800777110561645e-05, "loss": 0.6172, "step": 380 }, { "epoch": 2.71, "learning_rate": 4.36241610738255e-05, "loss": 0.6075, "step": 390 }, { "epoch": 2.78, "learning_rate": 4.3447545037089374e-05, "loss": 0.5672, "step": 400 }, { "epoch": 2.85, "learning_rate": 4.327092900035323e-05, "loss": 0.5717, "step": 410 }, { "epoch": 2.92, "learning_rate": 4.30943129636171e-05, "loss": 0.5241, "step": 420 }, { "epoch": 2.99, "learning_rate": 4.291769692688096e-05, "loss": 0.559, "step": 430 }, { "epoch": 3.0, "eval_accuracy": 0.8547486033519553, "eval_loss": 0.47351497411727905, "eval_runtime": 19.826, "eval_samples_per_second": 45.143, "eval_steps_per_second": 5.649, "step": 431 }, { "epoch": 3.06, "learning_rate": 4.2741080890144825e-05, "loss": 0.5018, "step": 440 }, { "epoch": 3.13, "learning_rate": 4.256446485340869e-05, "loss": 0.5239, "step": 450 }, { "epoch": 3.2, "learning_rate": 4.2387848816672555e-05, "loss": 0.5113, "step": 460 }, { "epoch": 3.27, "learning_rate": 4.221123277993642e-05, "loss": 0.5464, "step": 470 }, { "epoch": 3.34, "learning_rate": 4.2034616743200284e-05, "loss": 0.5247, "step": 480 }, { "epoch": 3.41, "learning_rate": 4.185800070646415e-05, "loss": 0.5309, "step": 490 }, { "epoch": 3.48, "learning_rate": 4.168138466972801e-05, "loss": 0.4472, "step": 500 }, { "epoch": 3.55, "learning_rate": 4.150476863299188e-05, "loss": 0.4852, "step": 510 }, { "epoch": 3.61, "learning_rate": 4.132815259625574e-05, "loss": 0.4296, "step": 520 }, { "epoch": 3.68, "learning_rate": 4.1151536559519606e-05, "loss": 0.4878, "step": 530 }, { "epoch": 3.75, "learning_rate": 4.097492052278347e-05, "loss": 0.4741, "step": 540 }, { "epoch": 3.82, "learning_rate": 4.0798304486047335e-05, "loss": 0.4571, "step": 550 }, { "epoch": 3.89, "learning_rate": 4.06216884493112e-05, "loss": 0.4514, "step": 560 }, { "epoch": 3.96, "learning_rate": 4.0445072412575065e-05, "loss": 0.4905, "step": 570 }, { "epoch": 4.0, "eval_accuracy": 0.8983240223463688, "eval_loss": 0.3148014545440674, "eval_runtime": 21.1724, "eval_samples_per_second": 42.272, "eval_steps_per_second": 5.29, "step": 575 }, { "epoch": 4.03, "learning_rate": 4.026845637583892e-05, "loss": 0.4468, "step": 580 }, { "epoch": 4.1, "learning_rate": 4.0091840339102794e-05, "loss": 0.4162, "step": 590 }, { "epoch": 4.17, "learning_rate": 3.991522430236666e-05, "loss": 0.4565, "step": 600 }, { "epoch": 4.24, "learning_rate": 3.973860826563052e-05, "loss": 0.4272, "step": 610 }, { "epoch": 4.31, "learning_rate": 3.956199222889439e-05, "loss": 0.3927, "step": 620 }, { "epoch": 4.38, "learning_rate": 3.938537619215825e-05, "loss": 0.4419, "step": 630 }, { "epoch": 4.45, "learning_rate": 3.9208760155422116e-05, "loss": 0.4796, "step": 640 }, { "epoch": 4.52, "learning_rate": 3.9032144118685974e-05, "loss": 0.3772, "step": 650 }, { "epoch": 4.59, "learning_rate": 3.8855528081949846e-05, "loss": 0.4285, "step": 660 }, { "epoch": 4.66, "learning_rate": 3.86789120452137e-05, "loss": 0.4611, "step": 670 }, { "epoch": 4.73, "learning_rate": 3.8502296008477575e-05, "loss": 0.4045, "step": 680 }, { "epoch": 4.8, "learning_rate": 3.832567997174143e-05, "loss": 0.4066, "step": 690 }, { "epoch": 4.87, "learning_rate": 3.8149063935005304e-05, "loss": 0.4457, "step": 700 }, { "epoch": 4.94, "learning_rate": 3.797244789826916e-05, "loss": 0.3465, "step": 710 }, { "epoch": 5.0, "eval_accuracy": 0.9363128491620112, "eval_loss": 0.22248676419258118, "eval_runtime": 20.5776, "eval_samples_per_second": 43.494, "eval_steps_per_second": 5.443, "step": 719 }, { "epoch": 5.0, "learning_rate": 3.7795831861533026e-05, "loss": 0.3614, "step": 720 }, { "epoch": 5.07, "learning_rate": 3.761921582479689e-05, "loss": 0.3649, "step": 730 }, { "epoch": 5.14, "learning_rate": 3.7442599788060755e-05, "loss": 0.3456, "step": 740 }, { "epoch": 5.21, "learning_rate": 3.7265983751324627e-05, "loss": 0.3546, "step": 750 }, { "epoch": 5.28, "learning_rate": 3.7089367714588484e-05, "loss": 0.3802, "step": 760 }, { "epoch": 5.35, "learning_rate": 3.6912751677852356e-05, "loss": 0.3694, "step": 770 }, { "epoch": 5.42, "learning_rate": 3.6736135641116213e-05, "loss": 0.3551, "step": 780 }, { "epoch": 5.49, "learning_rate": 3.655951960438008e-05, "loss": 0.3756, "step": 790 }, { "epoch": 5.56, "learning_rate": 3.638290356764394e-05, "loss": 0.4003, "step": 800 }, { "epoch": 5.63, "learning_rate": 3.620628753090781e-05, "loss": 0.4294, "step": 810 }, { "epoch": 5.7, "learning_rate": 3.602967149417167e-05, "loss": 0.3199, "step": 820 }, { "epoch": 5.77, "learning_rate": 3.5853055457435536e-05, "loss": 0.3732, "step": 830 }, { "epoch": 5.84, "learning_rate": 3.56764394206994e-05, "loss": 0.3084, "step": 840 }, { "epoch": 5.91, "learning_rate": 3.5499823383963265e-05, "loss": 0.3275, "step": 850 }, { "epoch": 5.98, "learning_rate": 3.532320734722713e-05, "loss": 0.3372, "step": 860 }, { "epoch": 6.0, "eval_accuracy": 0.9486033519553073, "eval_loss": 0.18386144936084747, "eval_runtime": 19.9501, "eval_samples_per_second": 44.862, "eval_steps_per_second": 5.614, "step": 863 }, { "epoch": 6.05, "learning_rate": 3.5146591310490994e-05, "loss": 0.3084, "step": 870 }, { "epoch": 6.12, "learning_rate": 3.496997527375486e-05, "loss": 0.3171, "step": 880 }, { "epoch": 6.19, "learning_rate": 3.4793359237018724e-05, "loss": 0.3379, "step": 890 }, { "epoch": 6.26, "learning_rate": 3.461674320028259e-05, "loss": 0.3426, "step": 900 }, { "epoch": 6.33, "learning_rate": 3.444012716354645e-05, "loss": 0.3396, "step": 910 }, { "epoch": 6.4, "learning_rate": 3.426351112681032e-05, "loss": 0.3184, "step": 920 }, { "epoch": 6.46, "learning_rate": 3.4086895090074175e-05, "loss": 0.3158, "step": 930 }, { "epoch": 6.53, "learning_rate": 3.3910279053338046e-05, "loss": 0.3197, "step": 940 }, { "epoch": 6.6, "learning_rate": 3.3733663016601904e-05, "loss": 0.3312, "step": 950 }, { "epoch": 6.67, "learning_rate": 3.3557046979865775e-05, "loss": 0.3256, "step": 960 }, { "epoch": 6.74, "learning_rate": 3.338043094312964e-05, "loss": 0.3237, "step": 970 }, { "epoch": 6.81, "learning_rate": 3.3203814906393505e-05, "loss": 0.3162, "step": 980 }, { "epoch": 6.88, "learning_rate": 3.302719886965737e-05, "loss": 0.2939, "step": 990 }, { "epoch": 6.95, "learning_rate": 3.285058283292123e-05, "loss": 0.3349, "step": 1000 }, { "epoch": 7.0, "eval_accuracy": 0.958659217877095, "eval_loss": 0.16170552372932434, "eval_runtime": 21.263, "eval_samples_per_second": 42.092, "eval_steps_per_second": 5.267, "step": 1007 }, { "epoch": 7.02, "learning_rate": 3.26739667961851e-05, "loss": 0.3104, "step": 1010 }, { "epoch": 7.09, "learning_rate": 3.2497350759448956e-05, "loss": 0.3108, "step": 1020 }, { "epoch": 7.16, "learning_rate": 3.232073472271283e-05, "loss": 0.2673, "step": 1030 }, { "epoch": 7.23, "learning_rate": 3.2144118685976685e-05, "loss": 0.3208, "step": 1040 }, { "epoch": 7.3, "learning_rate": 3.1967502649240556e-05, "loss": 0.2951, "step": 1050 }, { "epoch": 7.37, "learning_rate": 3.1790886612504414e-05, "loss": 0.2816, "step": 1060 }, { "epoch": 7.44, "learning_rate": 3.161427057576828e-05, "loss": 0.2879, "step": 1070 }, { "epoch": 7.51, "learning_rate": 3.143765453903214e-05, "loss": 0.2891, "step": 1080 }, { "epoch": 7.58, "learning_rate": 3.126103850229601e-05, "loss": 0.2988, "step": 1090 }, { "epoch": 7.65, "learning_rate": 3.108442246555988e-05, "loss": 0.3067, "step": 1100 }, { "epoch": 7.72, "learning_rate": 3.090780642882374e-05, "loss": 0.3065, "step": 1110 }, { "epoch": 7.79, "learning_rate": 3.073119039208761e-05, "loss": 0.3315, "step": 1120 }, { "epoch": 7.86, "learning_rate": 3.0554574355351466e-05, "loss": 0.2949, "step": 1130 }, { "epoch": 7.92, "learning_rate": 3.037795831861533e-05, "loss": 0.3493, "step": 1140 }, { "epoch": 7.99, "learning_rate": 3.02013422818792e-05, "loss": 0.3159, "step": 1150 }, { "epoch": 7.99, "eval_accuracy": 0.9620111731843576, "eval_loss": 0.13231398165225983, "eval_runtime": 19.7019, "eval_samples_per_second": 45.427, "eval_steps_per_second": 5.685, "step": 1150 }, { "epoch": 8.06, "learning_rate": 3.002472624514306e-05, "loss": 0.3193, "step": 1160 }, { "epoch": 8.13, "learning_rate": 2.9848110208406928e-05, "loss": 0.3245, "step": 1170 }, { "epoch": 8.2, "learning_rate": 2.967149417167079e-05, "loss": 0.2705, "step": 1180 }, { "epoch": 8.27, "learning_rate": 2.9494878134934657e-05, "loss": 0.2941, "step": 1190 }, { "epoch": 8.34, "learning_rate": 2.9318262098198518e-05, "loss": 0.2936, "step": 1200 }, { "epoch": 8.41, "learning_rate": 2.914164606146238e-05, "loss": 0.3415, "step": 1210 }, { "epoch": 8.48, "learning_rate": 2.8965030024726247e-05, "loss": 0.2976, "step": 1220 }, { "epoch": 8.55, "learning_rate": 2.8788413987990108e-05, "loss": 0.2979, "step": 1230 }, { "epoch": 8.62, "learning_rate": 2.8611797951253976e-05, "loss": 0.3391, "step": 1240 }, { "epoch": 8.69, "learning_rate": 2.8435181914517837e-05, "loss": 0.3329, "step": 1250 }, { "epoch": 8.76, "learning_rate": 2.8258565877781705e-05, "loss": 0.2764, "step": 1260 }, { "epoch": 8.83, "learning_rate": 2.808194984104557e-05, "loss": 0.2915, "step": 1270 }, { "epoch": 8.9, "learning_rate": 2.790533380430943e-05, "loss": 0.2607, "step": 1280 }, { "epoch": 8.97, "learning_rate": 2.77287177675733e-05, "loss": 0.2805, "step": 1290 }, { "epoch": 9.0, "eval_accuracy": 0.958659217877095, "eval_loss": 0.16597720980644226, "eval_runtime": 21.3333, "eval_samples_per_second": 41.953, "eval_steps_per_second": 5.25, "step": 1294 }, { "epoch": 9.04, "learning_rate": 2.755210173083716e-05, "loss": 0.2688, "step": 1300 }, { "epoch": 9.11, "learning_rate": 2.7375485694101028e-05, "loss": 0.2965, "step": 1310 }, { "epoch": 9.18, "learning_rate": 2.719886965736489e-05, "loss": 0.2919, "step": 1320 }, { "epoch": 9.25, "learning_rate": 2.7022253620628757e-05, "loss": 0.2912, "step": 1330 }, { "epoch": 9.31, "learning_rate": 2.6845637583892618e-05, "loss": 0.26, "step": 1340 }, { "epoch": 9.38, "learning_rate": 2.666902154715648e-05, "loss": 0.2639, "step": 1350 }, { "epoch": 9.45, "learning_rate": 2.6492405510420347e-05, "loss": 0.3168, "step": 1360 }, { "epoch": 9.52, "learning_rate": 2.6315789473684212e-05, "loss": 0.2797, "step": 1370 }, { "epoch": 9.59, "learning_rate": 2.6139173436948077e-05, "loss": 0.2514, "step": 1380 }, { "epoch": 9.66, "learning_rate": 2.596255740021194e-05, "loss": 0.2826, "step": 1390 }, { "epoch": 9.73, "learning_rate": 2.578594136347581e-05, "loss": 0.3124, "step": 1400 }, { "epoch": 9.8, "learning_rate": 2.560932532673967e-05, "loss": 0.27, "step": 1410 }, { "epoch": 9.87, "learning_rate": 2.543270929000353e-05, "loss": 0.271, "step": 1420 }, { "epoch": 9.94, "learning_rate": 2.52560932532674e-05, "loss": 0.2657, "step": 1430 }, { "epoch": 10.0, "eval_accuracy": 0.9530726256983241, "eval_loss": 0.14559155702590942, "eval_runtime": 19.8491, "eval_samples_per_second": 45.09, "eval_steps_per_second": 5.643, "step": 1438 }, { "epoch": 10.01, "learning_rate": 2.507947721653126e-05, "loss": 0.2865, "step": 1440 }, { "epoch": 10.08, "learning_rate": 2.4902861179795125e-05, "loss": 0.2725, "step": 1450 }, { "epoch": 10.15, "learning_rate": 2.472624514305899e-05, "loss": 0.2701, "step": 1460 }, { "epoch": 10.22, "learning_rate": 2.4549629106322854e-05, "loss": 0.2808, "step": 1470 }, { "epoch": 10.29, "learning_rate": 2.437301306958672e-05, "loss": 0.2918, "step": 1480 }, { "epoch": 10.36, "learning_rate": 2.4196397032850583e-05, "loss": 0.291, "step": 1490 }, { "epoch": 10.43, "learning_rate": 2.4019780996114448e-05, "loss": 0.2738, "step": 1500 }, { "epoch": 10.5, "learning_rate": 2.3843164959378316e-05, "loss": 0.254, "step": 1510 }, { "epoch": 10.57, "learning_rate": 2.3666548922642177e-05, "loss": 0.245, "step": 1520 }, { "epoch": 10.64, "learning_rate": 2.348993288590604e-05, "loss": 0.265, "step": 1530 }, { "epoch": 10.71, "learning_rate": 2.3313316849169906e-05, "loss": 0.267, "step": 1540 }, { "epoch": 10.77, "learning_rate": 2.313670081243377e-05, "loss": 0.2262, "step": 1550 }, { "epoch": 10.84, "learning_rate": 2.2960084775697635e-05, "loss": 0.2396, "step": 1560 }, { "epoch": 10.91, "learning_rate": 2.27834687389615e-05, "loss": 0.2945, "step": 1570 }, { "epoch": 10.98, "learning_rate": 2.260685270222536e-05, "loss": 0.2929, "step": 1580 }, { "epoch": 11.0, "eval_accuracy": 0.9698324022346368, "eval_loss": 0.10857631266117096, "eval_runtime": 20.1943, "eval_samples_per_second": 44.319, "eval_steps_per_second": 5.546, "step": 1582 }, { "epoch": 11.05, "learning_rate": 2.2430236665489225e-05, "loss": 0.2728, "step": 1590 }, { "epoch": 11.12, "learning_rate": 2.225362062875309e-05, "loss": 0.2714, "step": 1600 }, { "epoch": 11.19, "learning_rate": 2.2077004592016954e-05, "loss": 0.2536, "step": 1610 }, { "epoch": 11.26, "learning_rate": 2.1900388555280822e-05, "loss": 0.2504, "step": 1620 }, { "epoch": 11.33, "learning_rate": 2.1723772518544687e-05, "loss": 0.2501, "step": 1630 }, { "epoch": 11.4, "learning_rate": 2.154715648180855e-05, "loss": 0.2787, "step": 1640 }, { "epoch": 11.47, "learning_rate": 2.1370540445072413e-05, "loss": 0.2295, "step": 1650 }, { "epoch": 11.54, "learning_rate": 2.1193924408336277e-05, "loss": 0.2616, "step": 1660 }, { "epoch": 11.61, "learning_rate": 2.1017308371600142e-05, "loss": 0.2796, "step": 1670 }, { "epoch": 11.68, "learning_rate": 2.0840692334864006e-05, "loss": 0.2889, "step": 1680 }, { "epoch": 11.75, "learning_rate": 2.066407629812787e-05, "loss": 0.3062, "step": 1690 }, { "epoch": 11.82, "learning_rate": 2.0487460261391735e-05, "loss": 0.2692, "step": 1700 }, { "epoch": 11.89, "learning_rate": 2.03108442246556e-05, "loss": 0.2466, "step": 1710 }, { "epoch": 11.96, "learning_rate": 2.013422818791946e-05, "loss": 0.2763, "step": 1720 }, { "epoch": 12.0, "eval_accuracy": 0.976536312849162, "eval_loss": 0.088605597615242, "eval_runtime": 21.0879, "eval_samples_per_second": 42.441, "eval_steps_per_second": 5.311, "step": 1726 }, { "epoch": 12.03, "learning_rate": 1.995761215118333e-05, "loss": 0.2598, "step": 1730 }, { "epoch": 12.1, "learning_rate": 1.9780996114447194e-05, "loss": 0.2472, "step": 1740 }, { "epoch": 12.16, "learning_rate": 1.9604380077711058e-05, "loss": 0.3078, "step": 1750 }, { "epoch": 12.23, "learning_rate": 1.9427764040974923e-05, "loss": 0.2277, "step": 1760 }, { "epoch": 12.3, "learning_rate": 1.9251148004238787e-05, "loss": 0.2445, "step": 1770 }, { "epoch": 12.37, "learning_rate": 1.9074531967502652e-05, "loss": 0.2041, "step": 1780 }, { "epoch": 12.44, "learning_rate": 1.8897915930766513e-05, "loss": 0.2447, "step": 1790 }, { "epoch": 12.51, "learning_rate": 1.8721299894030378e-05, "loss": 0.2281, "step": 1800 }, { "epoch": 12.58, "learning_rate": 1.8544683857294242e-05, "loss": 0.234, "step": 1810 }, { "epoch": 12.65, "learning_rate": 1.8368067820558107e-05, "loss": 0.2434, "step": 1820 }, { "epoch": 12.72, "learning_rate": 1.819145178382197e-05, "loss": 0.2309, "step": 1830 }, { "epoch": 12.79, "learning_rate": 1.8014835747085836e-05, "loss": 0.2143, "step": 1840 }, { "epoch": 12.86, "learning_rate": 1.78382197103497e-05, "loss": 0.2691, "step": 1850 }, { "epoch": 12.93, "learning_rate": 1.7661603673613565e-05, "loss": 0.2371, "step": 1860 }, { "epoch": 13.0, "learning_rate": 1.748498763687743e-05, "loss": 0.2475, "step": 1870 }, { "epoch": 13.0, "eval_accuracy": 0.9731843575418995, "eval_loss": 0.1041172444820404, "eval_runtime": 19.6519, "eval_samples_per_second": 45.543, "eval_steps_per_second": 5.699, "step": 1870 }, { "epoch": 13.07, "learning_rate": 1.7308371600141294e-05, "loss": 0.2237, "step": 1880 }, { "epoch": 13.14, "learning_rate": 1.713175556340516e-05, "loss": 0.2541, "step": 1890 }, { "epoch": 13.21, "learning_rate": 1.6955139526669023e-05, "loss": 0.223, "step": 1900 }, { "epoch": 13.28, "learning_rate": 1.6778523489932888e-05, "loss": 0.2379, "step": 1910 }, { "epoch": 13.35, "learning_rate": 1.6601907453196752e-05, "loss": 0.2184, "step": 1920 }, { "epoch": 13.42, "learning_rate": 1.6425291416460613e-05, "loss": 0.1985, "step": 1930 }, { "epoch": 13.49, "learning_rate": 1.6248675379724478e-05, "loss": 0.2464, "step": 1940 }, { "epoch": 13.56, "learning_rate": 1.6072059342988343e-05, "loss": 0.2067, "step": 1950 }, { "epoch": 13.62, "learning_rate": 1.5895443306252207e-05, "loss": 0.2622, "step": 1960 }, { "epoch": 13.69, "learning_rate": 1.571882726951607e-05, "loss": 0.2322, "step": 1970 }, { "epoch": 13.76, "learning_rate": 1.554221123277994e-05, "loss": 0.2618, "step": 1980 }, { "epoch": 13.83, "learning_rate": 1.5365595196043804e-05, "loss": 0.2699, "step": 1990 }, { "epoch": 13.9, "learning_rate": 1.5188979159307665e-05, "loss": 0.2608, "step": 2000 }, { "epoch": 13.97, "learning_rate": 1.501236312257153e-05, "loss": 0.2148, "step": 2010 }, { "epoch": 14.0, "eval_accuracy": 0.9776536312849162, "eval_loss": 0.09550000727176666, "eval_runtime": 20.0949, "eval_samples_per_second": 44.539, "eval_steps_per_second": 5.574, "step": 2014 }, { "epoch": 14.04, "learning_rate": 1.4835747085835394e-05, "loss": 0.2454, "step": 2020 }, { "epoch": 14.11, "learning_rate": 1.4659131049099259e-05, "loss": 0.2304, "step": 2030 }, { "epoch": 14.18, "learning_rate": 1.4482515012363124e-05, "loss": 0.254, "step": 2040 }, { "epoch": 14.25, "learning_rate": 1.4305898975626988e-05, "loss": 0.2417, "step": 2050 }, { "epoch": 14.32, "learning_rate": 1.4129282938890853e-05, "loss": 0.235, "step": 2060 }, { "epoch": 14.39, "learning_rate": 1.3952666902154715e-05, "loss": 0.2349, "step": 2070 }, { "epoch": 14.46, "learning_rate": 1.377605086541858e-05, "loss": 0.244, "step": 2080 }, { "epoch": 14.53, "learning_rate": 1.3599434828682445e-05, "loss": 0.2315, "step": 2090 }, { "epoch": 14.6, "learning_rate": 1.3422818791946309e-05, "loss": 0.219, "step": 2100 }, { "epoch": 14.67, "learning_rate": 1.3246202755210174e-05, "loss": 0.2722, "step": 2110 }, { "epoch": 14.74, "learning_rate": 1.3069586718474038e-05, "loss": 0.2546, "step": 2120 }, { "epoch": 14.81, "learning_rate": 1.2892970681737905e-05, "loss": 0.2179, "step": 2130 }, { "epoch": 14.88, "learning_rate": 1.2716354645001766e-05, "loss": 0.2407, "step": 2140 }, { "epoch": 14.95, "learning_rate": 1.253973860826563e-05, "loss": 0.209, "step": 2150 }, { "epoch": 14.99, "eval_accuracy": 0.9709497206703911, "eval_loss": 0.10605238378047943, "eval_runtime": 21.3223, "eval_samples_per_second": 41.975, "eval_steps_per_second": 5.253, "step": 2157 }, { "epoch": 15.01, "learning_rate": 1.2363122571529495e-05, "loss": 0.2344, "step": 2160 }, { "epoch": 15.08, "learning_rate": 1.218650653479336e-05, "loss": 0.2087, "step": 2170 }, { "epoch": 15.15, "learning_rate": 1.2009890498057224e-05, "loss": 0.1903, "step": 2180 }, { "epoch": 15.22, "learning_rate": 1.1833274461321088e-05, "loss": 0.2297, "step": 2190 }, { "epoch": 15.29, "learning_rate": 1.1656658424584953e-05, "loss": 0.2814, "step": 2200 }, { "epoch": 15.36, "learning_rate": 1.1480042387848818e-05, "loss": 0.2455, "step": 2210 }, { "epoch": 15.43, "learning_rate": 1.130342635111268e-05, "loss": 0.2502, "step": 2220 }, { "epoch": 15.5, "learning_rate": 1.1126810314376545e-05, "loss": 0.2388, "step": 2230 }, { "epoch": 15.57, "learning_rate": 1.0950194277640411e-05, "loss": 0.23, "step": 2240 }, { "epoch": 15.64, "learning_rate": 1.0773578240904276e-05, "loss": 0.2555, "step": 2250 }, { "epoch": 15.71, "learning_rate": 1.0596962204168139e-05, "loss": 0.2256, "step": 2260 }, { "epoch": 15.78, "learning_rate": 1.0420346167432003e-05, "loss": 0.2611, "step": 2270 }, { "epoch": 15.85, "learning_rate": 1.0243730130695868e-05, "loss": 0.232, "step": 2280 }, { "epoch": 15.92, "learning_rate": 1.006711409395973e-05, "loss": 0.2425, "step": 2290 }, { "epoch": 15.99, "learning_rate": 9.890498057223597e-06, "loss": 0.2408, "step": 2300 }, { "epoch": 16.0, "eval_accuracy": 0.9743016759776536, "eval_loss": 0.07841791957616806, "eval_runtime": 19.8182, "eval_samples_per_second": 45.161, "eval_steps_per_second": 5.651, "step": 2301 }, { "epoch": 16.06, "learning_rate": 9.713882020487461e-06, "loss": 0.2557, "step": 2310 }, { "epoch": 16.13, "learning_rate": 9.537265983751326e-06, "loss": 0.2286, "step": 2320 }, { "epoch": 16.2, "learning_rate": 9.360649947015189e-06, "loss": 0.2412, "step": 2330 }, { "epoch": 16.27, "learning_rate": 9.184033910279053e-06, "loss": 0.2506, "step": 2340 }, { "epoch": 16.34, "learning_rate": 9.007417873542918e-06, "loss": 0.261, "step": 2350 }, { "epoch": 16.41, "learning_rate": 8.830801836806782e-06, "loss": 0.2101, "step": 2360 }, { "epoch": 16.47, "learning_rate": 8.654185800070647e-06, "loss": 0.2341, "step": 2370 }, { "epoch": 16.54, "learning_rate": 8.477569763334512e-06, "loss": 0.1933, "step": 2380 }, { "epoch": 16.61, "learning_rate": 8.300953726598376e-06, "loss": 0.2145, "step": 2390 }, { "epoch": 16.68, "learning_rate": 8.124337689862239e-06, "loss": 0.2417, "step": 2400 }, { "epoch": 16.75, "learning_rate": 7.947721653126104e-06, "loss": 0.2545, "step": 2410 }, { "epoch": 16.82, "learning_rate": 7.77110561638997e-06, "loss": 0.2472, "step": 2420 }, { "epoch": 16.89, "learning_rate": 7.594489579653833e-06, "loss": 0.2041, "step": 2430 }, { "epoch": 16.96, "learning_rate": 7.417873542917697e-06, "loss": 0.222, "step": 2440 }, { "epoch": 17.0, "eval_accuracy": 0.9698324022346368, "eval_loss": 0.08389975875616074, "eval_runtime": 20.7685, "eval_samples_per_second": 43.094, "eval_steps_per_second": 5.393, "step": 2445 }, { "epoch": 17.03, "learning_rate": 7.241257506181562e-06, "loss": 0.2161, "step": 2450 }, { "epoch": 17.1, "learning_rate": 7.064641469445426e-06, "loss": 0.2392, "step": 2460 }, { "epoch": 17.17, "learning_rate": 6.88802543270929e-06, "loss": 0.2356, "step": 2470 }, { "epoch": 17.24, "learning_rate": 6.7114093959731546e-06, "loss": 0.2305, "step": 2480 }, { "epoch": 17.31, "learning_rate": 6.534793359237019e-06, "loss": 0.2393, "step": 2490 }, { "epoch": 17.38, "learning_rate": 6.358177322500883e-06, "loss": 0.1977, "step": 2500 }, { "epoch": 17.45, "learning_rate": 6.181561285764747e-06, "loss": 0.1951, "step": 2510 }, { "epoch": 17.52, "learning_rate": 6.004945249028612e-06, "loss": 0.2562, "step": 2520 }, { "epoch": 17.59, "learning_rate": 5.8283292122924765e-06, "loss": 0.2741, "step": 2530 }, { "epoch": 17.66, "learning_rate": 5.65171317555634e-06, "loss": 0.2385, "step": 2540 }, { "epoch": 17.73, "learning_rate": 5.475097138820206e-06, "loss": 0.2471, "step": 2550 }, { "epoch": 17.8, "learning_rate": 5.298481102084069e-06, "loss": 0.2479, "step": 2560 }, { "epoch": 17.86, "learning_rate": 5.121865065347934e-06, "loss": 0.2439, "step": 2570 }, { "epoch": 17.93, "learning_rate": 4.945249028611798e-06, "loss": 0.208, "step": 2580 }, { "epoch": 18.0, "eval_accuracy": 0.9731843575418995, "eval_loss": 0.08734852075576782, "eval_runtime": 20.3969, "eval_samples_per_second": 43.879, "eval_steps_per_second": 5.491, "step": 2589 }, { "epoch": 18.0, "learning_rate": 4.768632991875663e-06, "loss": 0.2174, "step": 2590 }, { "epoch": 18.07, "learning_rate": 4.592016955139527e-06, "loss": 0.1979, "step": 2600 }, { "epoch": 18.14, "learning_rate": 4.415400918403391e-06, "loss": 0.2435, "step": 2610 }, { "epoch": 18.21, "learning_rate": 4.238784881667256e-06, "loss": 0.2102, "step": 2620 }, { "epoch": 18.28, "learning_rate": 4.0621688449311195e-06, "loss": 0.2216, "step": 2630 }, { "epoch": 18.35, "learning_rate": 3.885552808194985e-06, "loss": 0.233, "step": 2640 }, { "epoch": 18.42, "learning_rate": 3.7089367714588486e-06, "loss": 0.2159, "step": 2650 }, { "epoch": 18.49, "learning_rate": 3.532320734722713e-06, "loss": 0.2606, "step": 2660 }, { "epoch": 18.56, "learning_rate": 3.3557046979865773e-06, "loss": 0.1915, "step": 2670 }, { "epoch": 18.63, "learning_rate": 3.1790886612504414e-06, "loss": 0.2747, "step": 2680 }, { "epoch": 18.7, "learning_rate": 3.002472624514306e-06, "loss": 0.2493, "step": 2690 }, { "epoch": 18.77, "learning_rate": 2.82585658777817e-06, "loss": 0.1871, "step": 2700 }, { "epoch": 18.84, "learning_rate": 2.6492405510420347e-06, "loss": 0.209, "step": 2710 }, { "epoch": 18.91, "learning_rate": 2.472624514305899e-06, "loss": 0.2328, "step": 2720 }, { "epoch": 18.98, "learning_rate": 2.2960084775697633e-06, "loss": 0.2214, "step": 2730 }, { "epoch": 19.0, "eval_accuracy": 0.9787709497206704, "eval_loss": 0.08888570219278336, "eval_runtime": 19.8638, "eval_samples_per_second": 45.057, "eval_steps_per_second": 5.638, "step": 2733 }, { "epoch": 19.05, "learning_rate": 2.119392440833628e-06, "loss": 0.2477, "step": 2740 }, { "epoch": 19.12, "learning_rate": 1.9427764040974924e-06, "loss": 0.2084, "step": 2750 }, { "epoch": 19.19, "learning_rate": 1.7661603673613566e-06, "loss": 0.2407, "step": 2760 }, { "epoch": 19.26, "learning_rate": 1.5895443306252207e-06, "loss": 0.205, "step": 2770 }, { "epoch": 19.32, "learning_rate": 1.412928293889085e-06, "loss": 0.2047, "step": 2780 }, { "epoch": 19.39, "learning_rate": 1.2363122571529496e-06, "loss": 0.2102, "step": 2790 }, { "epoch": 19.46, "learning_rate": 1.059696220416814e-06, "loss": 0.2407, "step": 2800 }, { "epoch": 19.53, "learning_rate": 8.830801836806783e-07, "loss": 0.2137, "step": 2810 }, { "epoch": 19.6, "learning_rate": 7.064641469445425e-07, "loss": 0.2519, "step": 2820 }, { "epoch": 19.67, "learning_rate": 5.29848110208407e-07, "loss": 0.2114, "step": 2830 }, { "epoch": 19.74, "learning_rate": 3.5323207347227126e-07, "loss": 0.2116, "step": 2840 }, { "epoch": 19.81, "learning_rate": 1.7661603673613563e-07, "loss": 0.2044, "step": 2850 }, { "epoch": 19.88, "learning_rate": 0.0, "loss": 0.2375, "step": 2860 }, { "epoch": 19.88, "eval_accuracy": 0.9743016759776536, "eval_loss": 0.0864485576748848, "eval_runtime": 21.3872, "eval_samples_per_second": 41.847, "eval_steps_per_second": 5.237, "step": 2860 }, { "epoch": 19.88, "step": 2860, "total_flos": 3.399744572389122e+18, "train_loss": 0.37100943968846245, "train_runtime": 12472.4089, "train_samples_per_second": 12.912, "train_steps_per_second": 0.229 } ], "max_steps": 2860, "num_train_epochs": 20, "total_flos": 3.399744572389122e+18, "trial_name": null, "trial_params": null }