{ "best_metric": 0.7794067507671326, "best_model_checkpoint": "swin-tiny-patch4-window7-224-img_orientation/checkpoint-4120", "epoch": 9.987878787878788, "eval_steps": 500, "global_step": 4120, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.02, "learning_rate": 1.2135922330097087e-06, "loss": 0.4514, "step": 10 }, { "epoch": 0.05, "learning_rate": 2.4271844660194174e-06, "loss": 0.4198, "step": 20 }, { "epoch": 0.07, "learning_rate": 3.6407766990291263e-06, "loss": 0.4392, "step": 30 }, { "epoch": 0.1, "learning_rate": 4.854368932038835e-06, "loss": 0.4007, "step": 40 }, { "epoch": 0.12, "learning_rate": 6.067961165048544e-06, "loss": 0.4043, "step": 50 }, { "epoch": 0.15, "learning_rate": 7.281553398058253e-06, "loss": 0.3604, "step": 60 }, { "epoch": 0.17, "learning_rate": 8.495145631067963e-06, "loss": 0.383, "step": 70 }, { "epoch": 0.19, "learning_rate": 9.70873786407767e-06, "loss": 0.3708, "step": 80 }, { "epoch": 0.22, "learning_rate": 1.0922330097087378e-05, "loss": 0.3486, "step": 90 }, { "epoch": 0.24, "learning_rate": 1.2135922330097088e-05, "loss": 0.367, "step": 100 }, { "epoch": 0.27, "learning_rate": 1.3349514563106797e-05, "loss": 0.3288, "step": 110 }, { "epoch": 0.29, "learning_rate": 1.4563106796116505e-05, "loss": 0.3155, "step": 120 }, { "epoch": 0.32, "learning_rate": 1.5776699029126215e-05, "loss": 0.3364, "step": 130 }, { "epoch": 0.34, "learning_rate": 1.6990291262135926e-05, "loss": 0.3258, "step": 140 }, { "epoch": 0.36, "learning_rate": 1.8203883495145632e-05, "loss": 0.3078, "step": 150 }, { "epoch": 0.39, "learning_rate": 1.941747572815534e-05, "loss": 0.293, "step": 160 }, { "epoch": 0.41, "learning_rate": 2.063106796116505e-05, "loss": 0.2877, "step": 170 }, { "epoch": 0.44, "learning_rate": 2.1844660194174756e-05, "loss": 0.3103, "step": 180 }, { "epoch": 0.46, "learning_rate": 2.305825242718447e-05, "loss": 0.2944, "step": 190 }, { "epoch": 0.48, "learning_rate": 2.4271844660194176e-05, "loss": 0.2986, "step": 200 }, { "epoch": 0.51, "learning_rate": 2.5485436893203883e-05, "loss": 0.2752, "step": 210 }, { "epoch": 0.53, "learning_rate": 2.6699029126213593e-05, "loss": 0.3086, "step": 220 }, { "epoch": 0.56, "learning_rate": 2.79126213592233e-05, "loss": 0.313, "step": 230 }, { "epoch": 0.58, "learning_rate": 2.912621359223301e-05, "loss": 0.2864, "step": 240 }, { "epoch": 0.61, "learning_rate": 3.0339805825242717e-05, "loss": 0.3166, "step": 250 }, { "epoch": 0.63, "learning_rate": 3.155339805825243e-05, "loss": 0.292, "step": 260 }, { "epoch": 0.65, "learning_rate": 3.276699029126214e-05, "loss": 0.3025, "step": 270 }, { "epoch": 0.68, "learning_rate": 3.398058252427185e-05, "loss": 0.2801, "step": 280 }, { "epoch": 0.7, "learning_rate": 3.519417475728156e-05, "loss": 0.2705, "step": 290 }, { "epoch": 0.73, "learning_rate": 3.6407766990291265e-05, "loss": 0.2895, "step": 300 }, { "epoch": 0.75, "learning_rate": 3.762135922330097e-05, "loss": 0.3195, "step": 310 }, { "epoch": 0.78, "learning_rate": 3.883495145631068e-05, "loss": 0.3023, "step": 320 }, { "epoch": 0.8, "learning_rate": 4.004854368932039e-05, "loss": 0.3075, "step": 330 }, { "epoch": 0.82, "learning_rate": 4.12621359223301e-05, "loss": 0.3065, "step": 340 }, { "epoch": 0.85, "learning_rate": 4.2475728155339805e-05, "loss": 0.2892, "step": 350 }, { "epoch": 0.87, "learning_rate": 4.368932038834951e-05, "loss": 0.2819, "step": 360 }, { "epoch": 0.9, "learning_rate": 4.4902912621359226e-05, "loss": 0.35, "step": 370 }, { "epoch": 0.92, "learning_rate": 4.611650485436894e-05, "loss": 0.3134, "step": 380 }, { "epoch": 0.95, "learning_rate": 4.7330097087378646e-05, "loss": 0.3159, "step": 390 }, { "epoch": 0.97, "learning_rate": 4.854368932038835e-05, "loss": 0.3149, "step": 400 }, { "epoch": 0.99, "learning_rate": 4.975728155339806e-05, "loss": 0.3217, "step": 410 }, { "epoch": 1.0, "eval_accuracy": 0.7533242413910671, "eval_loss": 0.4921741783618927, "eval_runtime": 44.32, "eval_samples_per_second": 132.356, "eval_steps_per_second": 4.152, "step": 412 }, { "epoch": 1.02, "learning_rate": 4.9892125134843584e-05, "loss": 0.2984, "step": 420 }, { "epoch": 1.04, "learning_rate": 4.975728155339806e-05, "loss": 0.2742, "step": 430 }, { "epoch": 1.07, "learning_rate": 4.962243797195254e-05, "loss": 0.2608, "step": 440 }, { "epoch": 1.09, "learning_rate": 4.948759439050701e-05, "loss": 0.2663, "step": 450 }, { "epoch": 1.12, "learning_rate": 4.935275080906149e-05, "loss": 0.3096, "step": 460 }, { "epoch": 1.14, "learning_rate": 4.921790722761597e-05, "loss": 0.3046, "step": 470 }, { "epoch": 1.16, "learning_rate": 4.9083063646170444e-05, "loss": 0.3038, "step": 480 }, { "epoch": 1.19, "learning_rate": 4.894822006472492e-05, "loss": 0.2892, "step": 490 }, { "epoch": 1.21, "learning_rate": 4.88133764832794e-05, "loss": 0.3028, "step": 500 }, { "epoch": 1.24, "learning_rate": 4.867853290183387e-05, "loss": 0.3175, "step": 510 }, { "epoch": 1.26, "learning_rate": 4.854368932038835e-05, "loss": 0.2881, "step": 520 }, { "epoch": 1.28, "learning_rate": 4.840884573894283e-05, "loss": 0.3002, "step": 530 }, { "epoch": 1.31, "learning_rate": 4.8274002157497304e-05, "loss": 0.297, "step": 540 }, { "epoch": 1.33, "learning_rate": 4.8139158576051786e-05, "loss": 0.3127, "step": 550 }, { "epoch": 1.36, "learning_rate": 4.800431499460626e-05, "loss": 0.2924, "step": 560 }, { "epoch": 1.38, "learning_rate": 4.786947141316074e-05, "loss": 0.2823, "step": 570 }, { "epoch": 1.41, "learning_rate": 4.773462783171521e-05, "loss": 0.2947, "step": 580 }, { "epoch": 1.43, "learning_rate": 4.759978425026969e-05, "loss": 0.3045, "step": 590 }, { "epoch": 1.45, "learning_rate": 4.7464940668824164e-05, "loss": 0.3217, "step": 600 }, { "epoch": 1.48, "learning_rate": 4.7330097087378646e-05, "loss": 0.2629, "step": 610 }, { "epoch": 1.5, "learning_rate": 4.7195253505933115e-05, "loss": 0.2978, "step": 620 }, { "epoch": 1.53, "learning_rate": 4.70604099244876e-05, "loss": 0.3395, "step": 630 }, { "epoch": 1.55, "learning_rate": 4.692556634304207e-05, "loss": 0.3125, "step": 640 }, { "epoch": 1.58, "learning_rate": 4.679072276159655e-05, "loss": 0.3282, "step": 650 }, { "epoch": 1.6, "learning_rate": 4.665587918015103e-05, "loss": 0.3308, "step": 660 }, { "epoch": 1.62, "learning_rate": 4.6521035598705506e-05, "loss": 0.3026, "step": 670 }, { "epoch": 1.65, "learning_rate": 4.638619201725998e-05, "loss": 0.3007, "step": 680 }, { "epoch": 1.67, "learning_rate": 4.625134843581446e-05, "loss": 0.3106, "step": 690 }, { "epoch": 1.7, "learning_rate": 4.611650485436894e-05, "loss": 0.3172, "step": 700 }, { "epoch": 1.72, "learning_rate": 4.598166127292341e-05, "loss": 0.3423, "step": 710 }, { "epoch": 1.75, "learning_rate": 4.584681769147789e-05, "loss": 0.3383, "step": 720 }, { "epoch": 1.77, "learning_rate": 4.5711974110032366e-05, "loss": 0.3006, "step": 730 }, { "epoch": 1.79, "learning_rate": 4.557713052858684e-05, "loss": 0.3038, "step": 740 }, { "epoch": 1.82, "learning_rate": 4.544228694714132e-05, "loss": 0.3614, "step": 750 }, { "epoch": 1.84, "learning_rate": 4.530744336569579e-05, "loss": 0.3106, "step": 760 }, { "epoch": 1.87, "learning_rate": 4.5172599784250275e-05, "loss": 0.327, "step": 770 }, { "epoch": 1.89, "learning_rate": 4.503775620280475e-05, "loss": 0.3241, "step": 780 }, { "epoch": 1.92, "learning_rate": 4.4902912621359226e-05, "loss": 0.3476, "step": 790 }, { "epoch": 1.94, "learning_rate": 4.47680690399137e-05, "loss": 0.3401, "step": 800 }, { "epoch": 1.96, "learning_rate": 4.4633225458468184e-05, "loss": 0.3372, "step": 810 }, { "epoch": 1.99, "learning_rate": 4.449838187702265e-05, "loss": 0.3716, "step": 820 }, { "epoch": 2.0, "eval_accuracy": 0.7601431980906921, "eval_loss": 0.49858367443084717, "eval_runtime": 44.1192, "eval_samples_per_second": 132.958, "eval_steps_per_second": 4.171, "step": 825 }, { "epoch": 2.01, "learning_rate": 4.4363538295577135e-05, "loss": 0.3225, "step": 830 }, { "epoch": 2.04, "learning_rate": 4.422869471413161e-05, "loss": 0.307, "step": 840 }, { "epoch": 2.06, "learning_rate": 4.4093851132686086e-05, "loss": 0.3115, "step": 850 }, { "epoch": 2.08, "learning_rate": 4.395900755124056e-05, "loss": 0.2849, "step": 860 }, { "epoch": 2.11, "learning_rate": 4.3824163969795043e-05, "loss": 0.3344, "step": 870 }, { "epoch": 2.13, "learning_rate": 4.368932038834951e-05, "loss": 0.3153, "step": 880 }, { "epoch": 2.16, "learning_rate": 4.3554476806903994e-05, "loss": 0.3125, "step": 890 }, { "epoch": 2.18, "learning_rate": 4.341963322545847e-05, "loss": 0.2922, "step": 900 }, { "epoch": 2.21, "learning_rate": 4.3284789644012946e-05, "loss": 0.3061, "step": 910 }, { "epoch": 2.23, "learning_rate": 4.314994606256743e-05, "loss": 0.3327, "step": 920 }, { "epoch": 2.25, "learning_rate": 4.3015102481121897e-05, "loss": 0.3186, "step": 930 }, { "epoch": 2.28, "learning_rate": 4.288025889967638e-05, "loss": 0.3247, "step": 940 }, { "epoch": 2.3, "learning_rate": 4.2745415318230854e-05, "loss": 0.3278, "step": 950 }, { "epoch": 2.33, "learning_rate": 4.261057173678533e-05, "loss": 0.3081, "step": 960 }, { "epoch": 2.35, "learning_rate": 4.2475728155339805e-05, "loss": 0.2979, "step": 970 }, { "epoch": 2.38, "learning_rate": 4.234088457389429e-05, "loss": 0.3394, "step": 980 }, { "epoch": 2.4, "learning_rate": 4.2206040992448756e-05, "loss": 0.3274, "step": 990 }, { "epoch": 2.42, "learning_rate": 4.207119741100324e-05, "loss": 0.3028, "step": 1000 }, { "epoch": 2.45, "learning_rate": 4.1936353829557714e-05, "loss": 0.3234, "step": 1010 }, { "epoch": 2.47, "learning_rate": 4.180151024811219e-05, "loss": 0.3177, "step": 1020 }, { "epoch": 2.5, "learning_rate": 4.166666666666667e-05, "loss": 0.3377, "step": 1030 }, { "epoch": 2.52, "learning_rate": 4.153182308522115e-05, "loss": 0.351, "step": 1040 }, { "epoch": 2.55, "learning_rate": 4.139697950377562e-05, "loss": 0.3438, "step": 1050 }, { "epoch": 2.57, "learning_rate": 4.12621359223301e-05, "loss": 0.3125, "step": 1060 }, { "epoch": 2.59, "learning_rate": 4.1127292340884574e-05, "loss": 0.3392, "step": 1070 }, { "epoch": 2.62, "learning_rate": 4.099244875943905e-05, "loss": 0.333, "step": 1080 }, { "epoch": 2.64, "learning_rate": 4.085760517799353e-05, "loss": 0.3557, "step": 1090 }, { "epoch": 2.67, "learning_rate": 4.0722761596548e-05, "loss": 0.3162, "step": 1100 }, { "epoch": 2.69, "learning_rate": 4.058791801510248e-05, "loss": 0.3393, "step": 1110 }, { "epoch": 2.72, "learning_rate": 4.0453074433656965e-05, "loss": 0.3408, "step": 1120 }, { "epoch": 2.74, "learning_rate": 4.0318230852211434e-05, "loss": 0.3223, "step": 1130 }, { "epoch": 2.76, "learning_rate": 4.0183387270765916e-05, "loss": 0.3516, "step": 1140 }, { "epoch": 2.79, "learning_rate": 4.004854368932039e-05, "loss": 0.348, "step": 1150 }, { "epoch": 2.81, "learning_rate": 3.991370010787487e-05, "loss": 0.3358, "step": 1160 }, { "epoch": 2.84, "learning_rate": 3.977885652642934e-05, "loss": 0.3781, "step": 1170 }, { "epoch": 2.86, "learning_rate": 3.964401294498382e-05, "loss": 0.358, "step": 1180 }, { "epoch": 2.88, "learning_rate": 3.9509169363538294e-05, "loss": 0.3959, "step": 1190 }, { "epoch": 2.91, "learning_rate": 3.9374325782092776e-05, "loss": 0.4092, "step": 1200 }, { "epoch": 2.93, "learning_rate": 3.923948220064725e-05, "loss": 0.3731, "step": 1210 }, { "epoch": 2.96, "learning_rate": 3.910463861920173e-05, "loss": 0.388, "step": 1220 }, { "epoch": 2.98, "learning_rate": 3.896979503775621e-05, "loss": 0.3756, "step": 1230 }, { "epoch": 3.0, "eval_accuracy": 0.7761677463348108, "eval_loss": 0.44274240732192993, "eval_runtime": 43.5681, "eval_samples_per_second": 134.64, "eval_steps_per_second": 4.223, "step": 1237 }, { "epoch": 3.01, "learning_rate": 3.883495145631068e-05, "loss": 0.3399, "step": 1240 }, { "epoch": 3.03, "learning_rate": 3.870010787486516e-05, "loss": 0.3321, "step": 1250 }, { "epoch": 3.05, "learning_rate": 3.8565264293419636e-05, "loss": 0.3665, "step": 1260 }, { "epoch": 3.08, "learning_rate": 3.843042071197411e-05, "loss": 0.3489, "step": 1270 }, { "epoch": 3.1, "learning_rate": 3.829557713052859e-05, "loss": 0.3717, "step": 1280 }, { "epoch": 3.13, "learning_rate": 3.816073354908307e-05, "loss": 0.363, "step": 1290 }, { "epoch": 3.15, "learning_rate": 3.802588996763754e-05, "loss": 0.3485, "step": 1300 }, { "epoch": 3.18, "learning_rate": 3.789104638619202e-05, "loss": 0.4041, "step": 1310 }, { "epoch": 3.2, "learning_rate": 3.7756202804746496e-05, "loss": 0.3738, "step": 1320 }, { "epoch": 3.22, "learning_rate": 3.762135922330097e-05, "loss": 0.3573, "step": 1330 }, { "epoch": 3.25, "learning_rate": 3.7486515641855454e-05, "loss": 0.3255, "step": 1340 }, { "epoch": 3.27, "learning_rate": 3.735167206040992e-05, "loss": 0.3402, "step": 1350 }, { "epoch": 3.3, "learning_rate": 3.7216828478964405e-05, "loss": 0.3754, "step": 1360 }, { "epoch": 3.32, "learning_rate": 3.708198489751888e-05, "loss": 0.365, "step": 1370 }, { "epoch": 3.35, "learning_rate": 3.6947141316073356e-05, "loss": 0.3738, "step": 1380 }, { "epoch": 3.37, "learning_rate": 3.681229773462783e-05, "loss": 0.3628, "step": 1390 }, { "epoch": 3.39, "learning_rate": 3.6677454153182314e-05, "loss": 0.3674, "step": 1400 }, { "epoch": 3.42, "learning_rate": 3.654261057173678e-05, "loss": 0.3268, "step": 1410 }, { "epoch": 3.44, "learning_rate": 3.6407766990291265e-05, "loss": 0.3433, "step": 1420 }, { "epoch": 3.47, "learning_rate": 3.627292340884574e-05, "loss": 0.3665, "step": 1430 }, { "epoch": 3.49, "learning_rate": 3.6138079827400216e-05, "loss": 0.3512, "step": 1440 }, { "epoch": 3.52, "learning_rate": 3.60032362459547e-05, "loss": 0.3571, "step": 1450 }, { "epoch": 3.54, "learning_rate": 3.5868392664509174e-05, "loss": 0.3808, "step": 1460 }, { "epoch": 3.56, "learning_rate": 3.573354908306365e-05, "loss": 0.3969, "step": 1470 }, { "epoch": 3.59, "learning_rate": 3.5598705501618125e-05, "loss": 0.3663, "step": 1480 }, { "epoch": 3.61, "learning_rate": 3.54638619201726e-05, "loss": 0.3562, "step": 1490 }, { "epoch": 3.64, "learning_rate": 3.5329018338727076e-05, "loss": 0.3686, "step": 1500 }, { "epoch": 3.66, "learning_rate": 3.519417475728156e-05, "loss": 0.3815, "step": 1510 }, { "epoch": 3.68, "learning_rate": 3.505933117583603e-05, "loss": 0.3892, "step": 1520 }, { "epoch": 3.71, "learning_rate": 3.492448759439051e-05, "loss": 0.3847, "step": 1530 }, { "epoch": 3.73, "learning_rate": 3.4789644012944984e-05, "loss": 0.3849, "step": 1540 }, { "epoch": 3.76, "learning_rate": 3.465480043149946e-05, "loss": 0.3964, "step": 1550 }, { "epoch": 3.78, "learning_rate": 3.451995685005394e-05, "loss": 0.4121, "step": 1560 }, { "epoch": 3.81, "learning_rate": 3.438511326860842e-05, "loss": 0.3863, "step": 1570 }, { "epoch": 3.83, "learning_rate": 3.425026968716289e-05, "loss": 0.3724, "step": 1580 }, { "epoch": 3.85, "learning_rate": 3.411542610571737e-05, "loss": 0.3631, "step": 1590 }, { "epoch": 3.88, "learning_rate": 3.398058252427185e-05, "loss": 0.3825, "step": 1600 }, { "epoch": 3.9, "learning_rate": 3.384573894282632e-05, "loss": 0.4403, "step": 1610 }, { "epoch": 3.93, "learning_rate": 3.37108953613808e-05, "loss": 0.4074, "step": 1620 }, { "epoch": 3.95, "learning_rate": 3.357605177993528e-05, "loss": 0.4067, "step": 1630 }, { "epoch": 3.98, "learning_rate": 3.344120819848975e-05, "loss": 0.3598, "step": 1640 }, { "epoch": 4.0, "learning_rate": 3.330636461704423e-05, "loss": 0.3926, "step": 1650 }, { "epoch": 4.0, "eval_accuracy": 0.7732696897374701, "eval_loss": 0.4515363872051239, "eval_runtime": 43.3999, "eval_samples_per_second": 135.162, "eval_steps_per_second": 4.24, "step": 1650 }, { "epoch": 4.02, "learning_rate": 3.3171521035598704e-05, "loss": 0.3523, "step": 1660 }, { "epoch": 4.05, "learning_rate": 3.3036677454153186e-05, "loss": 0.3657, "step": 1670 }, { "epoch": 4.07, "learning_rate": 3.290183387270766e-05, "loss": 0.3677, "step": 1680 }, { "epoch": 4.1, "learning_rate": 3.276699029126214e-05, "loss": 0.4004, "step": 1690 }, { "epoch": 4.12, "learning_rate": 3.263214670981661e-05, "loss": 0.3857, "step": 1700 }, { "epoch": 4.15, "learning_rate": 3.2497303128371095e-05, "loss": 0.4001, "step": 1710 }, { "epoch": 4.17, "learning_rate": 3.2362459546925564e-05, "loss": 0.3483, "step": 1720 }, { "epoch": 4.19, "learning_rate": 3.2227615965480046e-05, "loss": 0.3868, "step": 1730 }, { "epoch": 4.22, "learning_rate": 3.209277238403452e-05, "loss": 0.3811, "step": 1740 }, { "epoch": 4.24, "learning_rate": 3.1957928802589e-05, "loss": 0.344, "step": 1750 }, { "epoch": 4.27, "learning_rate": 3.182308522114347e-05, "loss": 0.4038, "step": 1760 }, { "epoch": 4.29, "learning_rate": 3.1688241639697955e-05, "loss": 0.3716, "step": 1770 }, { "epoch": 4.32, "learning_rate": 3.155339805825243e-05, "loss": 0.395, "step": 1780 }, { "epoch": 4.34, "learning_rate": 3.1418554476806906e-05, "loss": 0.3959, "step": 1790 }, { "epoch": 4.36, "learning_rate": 3.128371089536138e-05, "loss": 0.3983, "step": 1800 }, { "epoch": 4.39, "learning_rate": 3.114886731391586e-05, "loss": 0.4456, "step": 1810 }, { "epoch": 4.41, "learning_rate": 3.101402373247034e-05, "loss": 0.3956, "step": 1820 }, { "epoch": 4.44, "learning_rate": 3.087918015102481e-05, "loss": 0.3926, "step": 1830 }, { "epoch": 4.46, "learning_rate": 3.074433656957929e-05, "loss": 0.4182, "step": 1840 }, { "epoch": 4.48, "learning_rate": 3.0609492988133766e-05, "loss": 0.4022, "step": 1850 }, { "epoch": 4.51, "learning_rate": 3.0474649406688245e-05, "loss": 0.4088, "step": 1860 }, { "epoch": 4.53, "learning_rate": 3.0339805825242717e-05, "loss": 0.386, "step": 1870 }, { "epoch": 4.56, "learning_rate": 3.0204962243797196e-05, "loss": 0.411, "step": 1880 }, { "epoch": 4.58, "learning_rate": 3.0070118662351675e-05, "loss": 0.3774, "step": 1890 }, { "epoch": 4.61, "learning_rate": 2.993527508090615e-05, "loss": 0.4273, "step": 1900 }, { "epoch": 4.63, "learning_rate": 2.980043149946063e-05, "loss": 0.4008, "step": 1910 }, { "epoch": 4.65, "learning_rate": 2.96655879180151e-05, "loss": 0.4021, "step": 1920 }, { "epoch": 4.68, "learning_rate": 2.9530744336569584e-05, "loss": 0.4117, "step": 1930 }, { "epoch": 4.7, "learning_rate": 2.9395900755124056e-05, "loss": 0.4169, "step": 1940 }, { "epoch": 4.73, "learning_rate": 2.9261057173678535e-05, "loss": 0.3996, "step": 1950 }, { "epoch": 4.75, "learning_rate": 2.912621359223301e-05, "loss": 0.4179, "step": 1960 }, { "epoch": 4.78, "learning_rate": 2.899137001078749e-05, "loss": 0.4037, "step": 1970 }, { "epoch": 4.8, "learning_rate": 2.885652642934196e-05, "loss": 0.4045, "step": 1980 }, { "epoch": 4.82, "learning_rate": 2.872168284789644e-05, "loss": 0.4055, "step": 1990 }, { "epoch": 4.85, "learning_rate": 2.8586839266450923e-05, "loss": 0.4294, "step": 2000 }, { "epoch": 4.87, "learning_rate": 2.8451995685005395e-05, "loss": 0.4161, "step": 2010 }, { "epoch": 4.9, "learning_rate": 2.8317152103559874e-05, "loss": 0.4084, "step": 2020 }, { "epoch": 4.92, "learning_rate": 2.818230852211435e-05, "loss": 0.4111, "step": 2030 }, { "epoch": 4.95, "learning_rate": 2.8047464940668828e-05, "loss": 0.3972, "step": 2040 }, { "epoch": 4.97, "learning_rate": 2.79126213592233e-05, "loss": 0.3997, "step": 2050 }, { "epoch": 4.99, "learning_rate": 2.777777777777778e-05, "loss": 0.3859, "step": 2060 }, { "epoch": 5.0, "eval_accuracy": 0.7717354244800545, "eval_loss": 0.4393536448478699, "eval_runtime": 44.2527, "eval_samples_per_second": 132.557, "eval_steps_per_second": 4.158, "step": 2062 }, { "epoch": 5.02, "learning_rate": 2.7642934196332255e-05, "loss": 0.4082, "step": 2070 }, { "epoch": 5.04, "learning_rate": 2.7508090614886734e-05, "loss": 0.384, "step": 2080 }, { "epoch": 5.07, "learning_rate": 2.7373247033441206e-05, "loss": 0.4004, "step": 2090 }, { "epoch": 5.09, "learning_rate": 2.7238403451995688e-05, "loss": 0.4186, "step": 2100 }, { "epoch": 5.12, "learning_rate": 2.7103559870550167e-05, "loss": 0.385, "step": 2110 }, { "epoch": 5.14, "learning_rate": 2.696871628910464e-05, "loss": 0.3718, "step": 2120 }, { "epoch": 5.16, "learning_rate": 2.6833872707659118e-05, "loss": 0.3845, "step": 2130 }, { "epoch": 5.19, "learning_rate": 2.6699029126213593e-05, "loss": 0.3861, "step": 2140 }, { "epoch": 5.21, "learning_rate": 2.6564185544768072e-05, "loss": 0.3959, "step": 2150 }, { "epoch": 5.24, "learning_rate": 2.6429341963322544e-05, "loss": 0.411, "step": 2160 }, { "epoch": 5.26, "learning_rate": 2.6294498381877027e-05, "loss": 0.3849, "step": 2170 }, { "epoch": 5.28, "learning_rate": 2.61596548004315e-05, "loss": 0.3884, "step": 2180 }, { "epoch": 5.31, "learning_rate": 2.6024811218985978e-05, "loss": 0.3848, "step": 2190 }, { "epoch": 5.33, "learning_rate": 2.5889967637540453e-05, "loss": 0.3937, "step": 2200 }, { "epoch": 5.36, "learning_rate": 2.5755124056094932e-05, "loss": 0.4112, "step": 2210 }, { "epoch": 5.38, "learning_rate": 2.5620280474649404e-05, "loss": 0.3902, "step": 2220 }, { "epoch": 5.41, "learning_rate": 2.5485436893203883e-05, "loss": 0.3899, "step": 2230 }, { "epoch": 5.43, "learning_rate": 2.5350593311758362e-05, "loss": 0.4006, "step": 2240 }, { "epoch": 5.45, "learning_rate": 2.5215749730312838e-05, "loss": 0.4078, "step": 2250 }, { "epoch": 5.48, "learning_rate": 2.5080906148867317e-05, "loss": 0.4113, "step": 2260 }, { "epoch": 5.5, "learning_rate": 2.4946062567421792e-05, "loss": 0.404, "step": 2270 }, { "epoch": 5.53, "learning_rate": 2.481121898597627e-05, "loss": 0.429, "step": 2280 }, { "epoch": 5.55, "learning_rate": 2.4676375404530747e-05, "loss": 0.3862, "step": 2290 }, { "epoch": 5.58, "learning_rate": 2.4541531823085222e-05, "loss": 0.3846, "step": 2300 }, { "epoch": 5.6, "learning_rate": 2.44066882416397e-05, "loss": 0.3923, "step": 2310 }, { "epoch": 5.62, "learning_rate": 2.4271844660194176e-05, "loss": 0.3899, "step": 2320 }, { "epoch": 5.65, "learning_rate": 2.4137001078748652e-05, "loss": 0.3964, "step": 2330 }, { "epoch": 5.67, "learning_rate": 2.400215749730313e-05, "loss": 0.3773, "step": 2340 }, { "epoch": 5.7, "learning_rate": 2.3867313915857606e-05, "loss": 0.3735, "step": 2350 }, { "epoch": 5.72, "learning_rate": 2.3732470334412082e-05, "loss": 0.3679, "step": 2360 }, { "epoch": 5.75, "learning_rate": 2.3597626752966557e-05, "loss": 0.3818, "step": 2370 }, { "epoch": 5.77, "learning_rate": 2.3462783171521036e-05, "loss": 0.4101, "step": 2380 }, { "epoch": 5.79, "learning_rate": 2.3327939590075515e-05, "loss": 0.4143, "step": 2390 }, { "epoch": 5.82, "learning_rate": 2.319309600862999e-05, "loss": 0.3931, "step": 2400 }, { "epoch": 5.84, "learning_rate": 2.305825242718447e-05, "loss": 0.3645, "step": 2410 }, { "epoch": 5.87, "learning_rate": 2.2923408845738945e-05, "loss": 0.3971, "step": 2420 }, { "epoch": 5.89, "learning_rate": 2.278856526429342e-05, "loss": 0.3883, "step": 2430 }, { "epoch": 5.92, "learning_rate": 2.2653721682847896e-05, "loss": 0.3859, "step": 2440 }, { "epoch": 5.94, "learning_rate": 2.2518878101402375e-05, "loss": 0.3803, "step": 2450 }, { "epoch": 5.96, "learning_rate": 2.238403451995685e-05, "loss": 0.3686, "step": 2460 }, { "epoch": 5.99, "learning_rate": 2.2249190938511326e-05, "loss": 0.3822, "step": 2470 }, { "epoch": 6.0, "eval_accuracy": 0.7783839072621889, "eval_loss": 0.4409945607185364, "eval_runtime": 44.1667, "eval_samples_per_second": 132.815, "eval_steps_per_second": 4.166, "step": 2475 }, { "epoch": 6.01, "learning_rate": 2.2114347357065805e-05, "loss": 0.402, "step": 2480 }, { "epoch": 6.04, "learning_rate": 2.197950377562028e-05, "loss": 0.3558, "step": 2490 }, { "epoch": 6.06, "learning_rate": 2.1844660194174756e-05, "loss": 0.3853, "step": 2500 }, { "epoch": 6.08, "learning_rate": 2.1709816612729235e-05, "loss": 0.3455, "step": 2510 }, { "epoch": 6.11, "learning_rate": 2.1574973031283714e-05, "loss": 0.3913, "step": 2520 }, { "epoch": 6.13, "learning_rate": 2.144012944983819e-05, "loss": 0.3874, "step": 2530 }, { "epoch": 6.16, "learning_rate": 2.1305285868392665e-05, "loss": 0.3646, "step": 2540 }, { "epoch": 6.18, "learning_rate": 2.1170442286947144e-05, "loss": 0.3933, "step": 2550 }, { "epoch": 6.21, "learning_rate": 2.103559870550162e-05, "loss": 0.3445, "step": 2560 }, { "epoch": 6.23, "learning_rate": 2.0900755124056095e-05, "loss": 0.3621, "step": 2570 }, { "epoch": 6.25, "learning_rate": 2.0765911542610574e-05, "loss": 0.3742, "step": 2580 }, { "epoch": 6.28, "learning_rate": 2.063106796116505e-05, "loss": 0.3861, "step": 2590 }, { "epoch": 6.3, "learning_rate": 2.0496224379719525e-05, "loss": 0.3535, "step": 2600 }, { "epoch": 6.33, "learning_rate": 2.0361380798274e-05, "loss": 0.3739, "step": 2610 }, { "epoch": 6.35, "learning_rate": 2.0226537216828483e-05, "loss": 0.3711, "step": 2620 }, { "epoch": 6.38, "learning_rate": 2.0091693635382958e-05, "loss": 0.3601, "step": 2630 }, { "epoch": 6.4, "learning_rate": 1.9956850053937434e-05, "loss": 0.3603, "step": 2640 }, { "epoch": 6.42, "learning_rate": 1.982200647249191e-05, "loss": 0.3574, "step": 2650 }, { "epoch": 6.45, "learning_rate": 1.9687162891046388e-05, "loss": 0.3706, "step": 2660 }, { "epoch": 6.47, "learning_rate": 1.9552319309600864e-05, "loss": 0.3829, "step": 2670 }, { "epoch": 6.5, "learning_rate": 1.941747572815534e-05, "loss": 0.3904, "step": 2680 }, { "epoch": 6.52, "learning_rate": 1.9282632146709818e-05, "loss": 0.3595, "step": 2690 }, { "epoch": 6.55, "learning_rate": 1.9147788565264294e-05, "loss": 0.3494, "step": 2700 }, { "epoch": 6.57, "learning_rate": 1.901294498381877e-05, "loss": 0.386, "step": 2710 }, { "epoch": 6.59, "learning_rate": 1.8878101402373248e-05, "loss": 0.3716, "step": 2720 }, { "epoch": 6.62, "learning_rate": 1.8743257820927727e-05, "loss": 0.3508, "step": 2730 }, { "epoch": 6.64, "learning_rate": 1.8608414239482202e-05, "loss": 0.3528, "step": 2740 }, { "epoch": 6.67, "learning_rate": 1.8473570658036678e-05, "loss": 0.3731, "step": 2750 }, { "epoch": 6.69, "learning_rate": 1.8338727076591157e-05, "loss": 0.3812, "step": 2760 }, { "epoch": 6.72, "learning_rate": 1.8203883495145632e-05, "loss": 0.3745, "step": 2770 }, { "epoch": 6.74, "learning_rate": 1.8069039913700108e-05, "loss": 0.3946, "step": 2780 }, { "epoch": 6.76, "learning_rate": 1.7934196332254587e-05, "loss": 0.3744, "step": 2790 }, { "epoch": 6.79, "learning_rate": 1.7799352750809062e-05, "loss": 0.3496, "step": 2800 }, { "epoch": 6.81, "learning_rate": 1.7664509169363538e-05, "loss": 0.359, "step": 2810 }, { "epoch": 6.84, "learning_rate": 1.7529665587918013e-05, "loss": 0.3781, "step": 2820 }, { "epoch": 6.86, "learning_rate": 1.7394822006472492e-05, "loss": 0.3524, "step": 2830 }, { "epoch": 6.88, "learning_rate": 1.725997842502697e-05, "loss": 0.3977, "step": 2840 }, { "epoch": 6.91, "learning_rate": 1.7125134843581447e-05, "loss": 0.3668, "step": 2850 }, { "epoch": 6.93, "learning_rate": 1.6990291262135926e-05, "loss": 0.3718, "step": 2860 }, { "epoch": 6.96, "learning_rate": 1.68554476806904e-05, "loss": 0.3519, "step": 2870 }, { "epoch": 6.98, "learning_rate": 1.6720604099244877e-05, "loss": 0.3804, "step": 2880 }, { "epoch": 7.0, "eval_accuracy": 0.7766791680872827, "eval_loss": 0.4561130106449127, "eval_runtime": 44.252, "eval_samples_per_second": 132.559, "eval_steps_per_second": 4.158, "step": 2887 }, { "epoch": 7.01, "learning_rate": 1.6585760517799352e-05, "loss": 0.3441, "step": 2890 }, { "epoch": 7.03, "learning_rate": 1.645091693635383e-05, "loss": 0.3618, "step": 2900 }, { "epoch": 7.05, "learning_rate": 1.6316073354908307e-05, "loss": 0.3523, "step": 2910 }, { "epoch": 7.08, "learning_rate": 1.6181229773462782e-05, "loss": 0.3421, "step": 2920 }, { "epoch": 7.1, "learning_rate": 1.604638619201726e-05, "loss": 0.342, "step": 2930 }, { "epoch": 7.13, "learning_rate": 1.5911542610571736e-05, "loss": 0.3646, "step": 2940 }, { "epoch": 7.15, "learning_rate": 1.5776699029126215e-05, "loss": 0.3115, "step": 2950 }, { "epoch": 7.18, "learning_rate": 1.564185544768069e-05, "loss": 0.3539, "step": 2960 }, { "epoch": 7.2, "learning_rate": 1.550701186623517e-05, "loss": 0.3236, "step": 2970 }, { "epoch": 7.22, "learning_rate": 1.5372168284789645e-05, "loss": 0.3603, "step": 2980 }, { "epoch": 7.25, "learning_rate": 1.5237324703344123e-05, "loss": 0.3449, "step": 2990 }, { "epoch": 7.27, "learning_rate": 1.5102481121898598e-05, "loss": 0.3477, "step": 3000 }, { "epoch": 7.3, "learning_rate": 1.4967637540453075e-05, "loss": 0.364, "step": 3010 }, { "epoch": 7.32, "learning_rate": 1.483279395900755e-05, "loss": 0.37, "step": 3020 }, { "epoch": 7.35, "learning_rate": 1.4697950377562028e-05, "loss": 0.3719, "step": 3030 }, { "epoch": 7.37, "learning_rate": 1.4563106796116505e-05, "loss": 0.358, "step": 3040 }, { "epoch": 7.39, "learning_rate": 1.442826321467098e-05, "loss": 0.3529, "step": 3050 }, { "epoch": 7.42, "learning_rate": 1.4293419633225461e-05, "loss": 0.3502, "step": 3060 }, { "epoch": 7.44, "learning_rate": 1.4158576051779937e-05, "loss": 0.3708, "step": 3070 }, { "epoch": 7.47, "learning_rate": 1.4023732470334414e-05, "loss": 0.3221, "step": 3080 }, { "epoch": 7.49, "learning_rate": 1.388888888888889e-05, "loss": 0.3511, "step": 3090 }, { "epoch": 7.52, "learning_rate": 1.3754045307443367e-05, "loss": 0.333, "step": 3100 }, { "epoch": 7.54, "learning_rate": 1.3619201725997844e-05, "loss": 0.3606, "step": 3110 }, { "epoch": 7.56, "learning_rate": 1.348435814455232e-05, "loss": 0.3492, "step": 3120 }, { "epoch": 7.59, "learning_rate": 1.3349514563106797e-05, "loss": 0.3365, "step": 3130 }, { "epoch": 7.61, "learning_rate": 1.3214670981661272e-05, "loss": 0.3551, "step": 3140 }, { "epoch": 7.64, "learning_rate": 1.307982740021575e-05, "loss": 0.362, "step": 3150 }, { "epoch": 7.66, "learning_rate": 1.2944983818770227e-05, "loss": 0.3274, "step": 3160 }, { "epoch": 7.68, "learning_rate": 1.2810140237324702e-05, "loss": 0.329, "step": 3170 }, { "epoch": 7.71, "learning_rate": 1.2675296655879181e-05, "loss": 0.352, "step": 3180 }, { "epoch": 7.73, "learning_rate": 1.2540453074433658e-05, "loss": 0.3475, "step": 3190 }, { "epoch": 7.76, "learning_rate": 1.2405609492988135e-05, "loss": 0.3418, "step": 3200 }, { "epoch": 7.78, "learning_rate": 1.2270765911542611e-05, "loss": 0.3795, "step": 3210 }, { "epoch": 7.81, "learning_rate": 1.2135922330097088e-05, "loss": 0.3549, "step": 3220 }, { "epoch": 7.83, "learning_rate": 1.2001078748651565e-05, "loss": 0.3421, "step": 3230 }, { "epoch": 7.85, "learning_rate": 1.1866235167206041e-05, "loss": 0.3171, "step": 3240 }, { "epoch": 7.88, "learning_rate": 1.1731391585760518e-05, "loss": 0.3513, "step": 3250 }, { "epoch": 7.9, "learning_rate": 1.1596548004314995e-05, "loss": 0.3514, "step": 3260 }, { "epoch": 7.93, "learning_rate": 1.1461704422869473e-05, "loss": 0.3622, "step": 3270 }, { "epoch": 7.95, "learning_rate": 1.1326860841423948e-05, "loss": 0.3541, "step": 3280 }, { "epoch": 7.98, "learning_rate": 1.1192017259978425e-05, "loss": 0.3734, "step": 3290 }, { "epoch": 8.0, "learning_rate": 1.1057173678532903e-05, "loss": 0.3231, "step": 3300 }, { "epoch": 8.0, "eval_accuracy": 0.7783839072621889, "eval_loss": 0.4504648447036743, "eval_runtime": 43.9275, "eval_samples_per_second": 133.538, "eval_steps_per_second": 4.189, "step": 3300 }, { "epoch": 8.02, "learning_rate": 1.0922330097087378e-05, "loss": 0.3522, "step": 3310 }, { "epoch": 8.05, "learning_rate": 1.0787486515641857e-05, "loss": 0.3337, "step": 3320 }, { "epoch": 8.07, "learning_rate": 1.0652642934196332e-05, "loss": 0.2974, "step": 3330 }, { "epoch": 8.1, "learning_rate": 1.051779935275081e-05, "loss": 0.3454, "step": 3340 }, { "epoch": 8.12, "learning_rate": 1.0382955771305287e-05, "loss": 0.3054, "step": 3350 }, { "epoch": 8.15, "learning_rate": 1.0248112189859762e-05, "loss": 0.3125, "step": 3360 }, { "epoch": 8.17, "learning_rate": 1.0113268608414241e-05, "loss": 0.3233, "step": 3370 }, { "epoch": 8.19, "learning_rate": 9.978425026968717e-06, "loss": 0.3265, "step": 3380 }, { "epoch": 8.22, "learning_rate": 9.843581445523194e-06, "loss": 0.3262, "step": 3390 }, { "epoch": 8.24, "learning_rate": 9.70873786407767e-06, "loss": 0.3339, "step": 3400 }, { "epoch": 8.27, "learning_rate": 9.573894282632147e-06, "loss": 0.3501, "step": 3410 }, { "epoch": 8.29, "learning_rate": 9.439050701186624e-06, "loss": 0.3319, "step": 3420 }, { "epoch": 8.32, "learning_rate": 9.304207119741101e-06, "loss": 0.3193, "step": 3430 }, { "epoch": 8.34, "learning_rate": 9.169363538295578e-06, "loss": 0.3383, "step": 3440 }, { "epoch": 8.36, "learning_rate": 9.034519956850054e-06, "loss": 0.3369, "step": 3450 }, { "epoch": 8.39, "learning_rate": 8.899676375404531e-06, "loss": 0.3473, "step": 3460 }, { "epoch": 8.41, "learning_rate": 8.764832793959007e-06, "loss": 0.315, "step": 3470 }, { "epoch": 8.44, "learning_rate": 8.629989212513486e-06, "loss": 0.3416, "step": 3480 }, { "epoch": 8.46, "learning_rate": 8.495145631067963e-06, "loss": 0.3297, "step": 3490 }, { "epoch": 8.48, "learning_rate": 8.360302049622438e-06, "loss": 0.3263, "step": 3500 }, { "epoch": 8.51, "learning_rate": 8.225458468176916e-06, "loss": 0.3569, "step": 3510 }, { "epoch": 8.53, "learning_rate": 8.090614886731391e-06, "loss": 0.3299, "step": 3520 }, { "epoch": 8.56, "learning_rate": 7.955771305285868e-06, "loss": 0.3346, "step": 3530 }, { "epoch": 8.58, "learning_rate": 7.820927723840345e-06, "loss": 0.3047, "step": 3540 }, { "epoch": 8.61, "learning_rate": 7.686084142394823e-06, "loss": 0.336, "step": 3550 }, { "epoch": 8.63, "learning_rate": 7.551240560949299e-06, "loss": 0.3207, "step": 3560 }, { "epoch": 8.65, "learning_rate": 7.416396979503775e-06, "loss": 0.3171, "step": 3570 }, { "epoch": 8.68, "learning_rate": 7.281553398058253e-06, "loss": 0.3186, "step": 3580 }, { "epoch": 8.7, "learning_rate": 7.146709816612731e-06, "loss": 0.3307, "step": 3590 }, { "epoch": 8.73, "learning_rate": 7.011866235167207e-06, "loss": 0.3409, "step": 3600 }, { "epoch": 8.75, "learning_rate": 6.877022653721683e-06, "loss": 0.324, "step": 3610 }, { "epoch": 8.78, "learning_rate": 6.74217907227616e-06, "loss": 0.3397, "step": 3620 }, { "epoch": 8.8, "learning_rate": 6.607335490830636e-06, "loss": 0.3437, "step": 3630 }, { "epoch": 8.82, "learning_rate": 6.472491909385113e-06, "loss": 0.3441, "step": 3640 }, { "epoch": 8.85, "learning_rate": 6.3376483279395905e-06, "loss": 0.3405, "step": 3650 }, { "epoch": 8.87, "learning_rate": 6.202804746494068e-06, "loss": 0.3191, "step": 3660 }, { "epoch": 8.9, "learning_rate": 6.067961165048544e-06, "loss": 0.334, "step": 3670 }, { "epoch": 8.92, "learning_rate": 5.9331175836030205e-06, "loss": 0.3244, "step": 3680 }, { "epoch": 8.95, "learning_rate": 5.798274002157498e-06, "loss": 0.3257, "step": 3690 }, { "epoch": 8.97, "learning_rate": 5.663430420711974e-06, "loss": 0.3201, "step": 3700 }, { "epoch": 8.99, "learning_rate": 5.528586839266451e-06, "loss": 0.3295, "step": 3710 }, { "epoch": 9.0, "eval_accuracy": 0.7788953290146607, "eval_loss": 0.4606703519821167, "eval_runtime": 43.9193, "eval_samples_per_second": 133.563, "eval_steps_per_second": 4.19, "step": 3712 }, { "epoch": 9.02, "learning_rate": 5.3937432578209285e-06, "loss": 0.2991, "step": 3720 }, { "epoch": 9.04, "learning_rate": 5.258899676375405e-06, "loss": 0.2793, "step": 3730 }, { "epoch": 9.07, "learning_rate": 5.124056094929881e-06, "loss": 0.3362, "step": 3740 }, { "epoch": 9.09, "learning_rate": 4.989212513484358e-06, "loss": 0.3433, "step": 3750 }, { "epoch": 9.12, "learning_rate": 4.854368932038835e-06, "loss": 0.2879, "step": 3760 }, { "epoch": 9.14, "learning_rate": 4.719525350593312e-06, "loss": 0.3276, "step": 3770 }, { "epoch": 9.16, "learning_rate": 4.584681769147789e-06, "loss": 0.3038, "step": 3780 }, { "epoch": 9.19, "learning_rate": 4.4498381877022656e-06, "loss": 0.3275, "step": 3790 }, { "epoch": 9.21, "learning_rate": 4.314994606256743e-06, "loss": 0.3071, "step": 3800 }, { "epoch": 9.24, "learning_rate": 4.180151024811219e-06, "loss": 0.3513, "step": 3810 }, { "epoch": 9.26, "learning_rate": 4.0453074433656955e-06, "loss": 0.3253, "step": 3820 }, { "epoch": 9.28, "learning_rate": 3.910463861920173e-06, "loss": 0.3332, "step": 3830 }, { "epoch": 9.31, "learning_rate": 3.7756202804746495e-06, "loss": 0.3215, "step": 3840 }, { "epoch": 9.33, "learning_rate": 3.6407766990291263e-06, "loss": 0.3118, "step": 3850 }, { "epoch": 9.36, "learning_rate": 3.5059331175836035e-06, "loss": 0.3036, "step": 3860 }, { "epoch": 9.38, "learning_rate": 3.37108953613808e-06, "loss": 0.3008, "step": 3870 }, { "epoch": 9.41, "learning_rate": 3.2362459546925567e-06, "loss": 0.3381, "step": 3880 }, { "epoch": 9.43, "learning_rate": 3.101402373247034e-06, "loss": 0.3265, "step": 3890 }, { "epoch": 9.45, "learning_rate": 2.9665587918015102e-06, "loss": 0.3314, "step": 3900 }, { "epoch": 9.48, "learning_rate": 2.831715210355987e-06, "loss": 0.3242, "step": 3910 }, { "epoch": 9.5, "learning_rate": 2.6968716289104642e-06, "loss": 0.3089, "step": 3920 }, { "epoch": 9.53, "learning_rate": 2.5620280474649406e-06, "loss": 0.3296, "step": 3930 }, { "epoch": 9.55, "learning_rate": 2.4271844660194174e-06, "loss": 0.3257, "step": 3940 }, { "epoch": 9.58, "learning_rate": 2.2923408845738946e-06, "loss": 0.364, "step": 3950 }, { "epoch": 9.6, "learning_rate": 2.1574973031283714e-06, "loss": 0.3389, "step": 3960 }, { "epoch": 9.62, "learning_rate": 2.0226537216828478e-06, "loss": 0.3048, "step": 3970 }, { "epoch": 9.65, "learning_rate": 1.8878101402373248e-06, "loss": 0.343, "step": 3980 }, { "epoch": 9.67, "learning_rate": 1.7529665587918018e-06, "loss": 0.3005, "step": 3990 }, { "epoch": 9.7, "learning_rate": 1.6181229773462783e-06, "loss": 0.3253, "step": 4000 }, { "epoch": 9.72, "learning_rate": 1.4832793959007551e-06, "loss": 0.3117, "step": 4010 }, { "epoch": 9.75, "learning_rate": 1.3484358144552321e-06, "loss": 0.3244, "step": 4020 }, { "epoch": 9.77, "learning_rate": 1.2135922330097087e-06, "loss": 0.3004, "step": 4030 }, { "epoch": 9.79, "learning_rate": 1.0787486515641857e-06, "loss": 0.3204, "step": 4040 }, { "epoch": 9.82, "learning_rate": 9.439050701186624e-07, "loss": 0.3185, "step": 4050 }, { "epoch": 9.84, "learning_rate": 8.090614886731392e-07, "loss": 0.3223, "step": 4060 }, { "epoch": 9.87, "learning_rate": 6.742179072276161e-07, "loss": 0.3153, "step": 4070 }, { "epoch": 9.89, "learning_rate": 5.393743257820928e-07, "loss": 0.3203, "step": 4080 }, { "epoch": 9.92, "learning_rate": 4.045307443365696e-07, "loss": 0.3241, "step": 4090 }, { "epoch": 9.94, "learning_rate": 2.696871628910464e-07, "loss": 0.2784, "step": 4100 }, { "epoch": 9.96, "learning_rate": 1.348435814455232e-07, "loss": 0.328, "step": 4110 }, { "epoch": 9.99, "learning_rate": 0.0, "loss": 0.321, "step": 4120 }, { "epoch": 9.99, "eval_accuracy": 0.7794067507671326, "eval_loss": 0.45381179451942444, "eval_runtime": 43.3941, "eval_samples_per_second": 135.18, "eval_steps_per_second": 4.24, "step": 4120 }, { "epoch": 9.99, "step": 4120, "total_flos": 1.3106102295963156e+19, "train_loss": 0.3501510629954847, "train_runtime": 8665.4247, "train_samples_per_second": 60.918, "train_steps_per_second": 0.475 } ], "logging_steps": 10, "max_steps": 4120, "num_train_epochs": 10, "save_steps": 500, "total_flos": 1.3106102295963156e+19, "trial_name": null, "trial_params": null }