{ "best_metric": 0.8761682242990654, "best_model_checkpoint": "vit-base-patch16-224-in21k-finetuned-cassava/checkpoint-4280", "epoch": 10.0, "global_step": 5350, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.02, "learning_rate": 9.345794392523364e-07, "loss": 1.6171, "step": 10 }, { "epoch": 0.04, "learning_rate": 1.8691588785046728e-06, "loss": 1.6057, "step": 20 }, { "epoch": 0.06, "learning_rate": 2.8037383177570094e-06, "loss": 1.5864, "step": 30 }, { "epoch": 0.07, "learning_rate": 3.7383177570093455e-06, "loss": 1.5484, "step": 40 }, { "epoch": 0.09, "learning_rate": 4.6728971962616825e-06, "loss": 1.4915, "step": 50 }, { "epoch": 0.11, "learning_rate": 5.607476635514019e-06, "loss": 1.4295, "step": 60 }, { "epoch": 0.13, "learning_rate": 6.542056074766355e-06, "loss": 1.306, "step": 70 }, { "epoch": 0.15, "learning_rate": 7.476635514018691e-06, "loss": 1.2262, "step": 80 }, { "epoch": 0.17, "learning_rate": 8.411214953271028e-06, "loss": 1.1393, "step": 90 }, { "epoch": 0.19, "learning_rate": 9.345794392523365e-06, "loss": 1.0983, "step": 100 }, { "epoch": 0.21, "learning_rate": 1.02803738317757e-05, "loss": 1.1016, "step": 110 }, { "epoch": 0.22, "learning_rate": 1.1214953271028037e-05, "loss": 1.0129, "step": 120 }, { "epoch": 0.24, "learning_rate": 1.2149532710280374e-05, "loss": 1.0331, "step": 130 }, { "epoch": 0.26, "learning_rate": 1.308411214953271e-05, "loss": 0.9059, "step": 140 }, { "epoch": 0.28, "learning_rate": 1.4018691588785047e-05, "loss": 0.9411, "step": 150 }, { "epoch": 0.3, "learning_rate": 1.4953271028037382e-05, "loss": 0.8249, "step": 160 }, { "epoch": 0.32, "learning_rate": 1.588785046728972e-05, "loss": 0.8729, "step": 170 }, { "epoch": 0.34, "learning_rate": 1.6822429906542056e-05, "loss": 0.8896, "step": 180 }, { "epoch": 0.36, "learning_rate": 1.775700934579439e-05, "loss": 0.8313, "step": 190 }, { "epoch": 0.37, "learning_rate": 1.869158878504673e-05, "loss": 0.7836, "step": 200 }, { "epoch": 0.39, "learning_rate": 1.9626168224299065e-05, "loss": 0.7587, "step": 210 }, { "epoch": 0.41, "learning_rate": 2.05607476635514e-05, "loss": 0.6824, "step": 220 }, { "epoch": 0.43, "learning_rate": 2.149532710280374e-05, "loss": 0.7291, "step": 230 }, { "epoch": 0.45, "learning_rate": 2.2429906542056075e-05, "loss": 0.7577, "step": 240 }, { "epoch": 0.47, "learning_rate": 2.3364485981308414e-05, "loss": 0.7538, "step": 250 }, { "epoch": 0.49, "learning_rate": 2.429906542056075e-05, "loss": 0.6234, "step": 260 }, { "epoch": 0.5, "learning_rate": 2.5233644859813084e-05, "loss": 0.6444, "step": 270 }, { "epoch": 0.52, "learning_rate": 2.616822429906542e-05, "loss": 0.6348, "step": 280 }, { "epoch": 0.54, "learning_rate": 2.7102803738317755e-05, "loss": 0.6086, "step": 290 }, { "epoch": 0.56, "learning_rate": 2.8037383177570094e-05, "loss": 0.6258, "step": 300 }, { "epoch": 0.58, "learning_rate": 2.897196261682243e-05, "loss": 0.6055, "step": 310 }, { "epoch": 0.6, "learning_rate": 2.9906542056074764e-05, "loss": 0.5749, "step": 320 }, { "epoch": 0.62, "learning_rate": 3.08411214953271e-05, "loss": 0.595, "step": 330 }, { "epoch": 0.64, "learning_rate": 3.177570093457944e-05, "loss": 0.541, "step": 340 }, { "epoch": 0.65, "learning_rate": 3.2710280373831774e-05, "loss": 0.597, "step": 350 }, { "epoch": 0.67, "learning_rate": 3.364485981308411e-05, "loss": 0.465, "step": 360 }, { "epoch": 0.69, "learning_rate": 3.457943925233645e-05, "loss": 0.5728, "step": 370 }, { "epoch": 0.71, "learning_rate": 3.551401869158878e-05, "loss": 0.5068, "step": 380 }, { "epoch": 0.73, "learning_rate": 3.644859813084112e-05, "loss": 0.5928, "step": 390 }, { "epoch": 0.75, "learning_rate": 3.738317757009346e-05, "loss": 0.5488, "step": 400 }, { "epoch": 0.77, "learning_rate": 3.831775700934579e-05, "loss": 0.5565, "step": 410 }, { "epoch": 0.79, "learning_rate": 3.925233644859813e-05, "loss": 0.5147, "step": 420 }, { "epoch": 0.8, "learning_rate": 4.018691588785047e-05, "loss": 0.5709, "step": 430 }, { "epoch": 0.82, "learning_rate": 4.11214953271028e-05, "loss": 0.5086, "step": 440 }, { "epoch": 0.84, "learning_rate": 4.205607476635514e-05, "loss": 0.4941, "step": 450 }, { "epoch": 0.86, "learning_rate": 4.299065420560748e-05, "loss": 0.492, "step": 460 }, { "epoch": 0.88, "learning_rate": 4.392523364485982e-05, "loss": 0.522, "step": 470 }, { "epoch": 0.9, "learning_rate": 4.485981308411215e-05, "loss": 0.5502, "step": 480 }, { "epoch": 0.92, "learning_rate": 4.579439252336449e-05, "loss": 0.5002, "step": 490 }, { "epoch": 0.93, "learning_rate": 4.672897196261683e-05, "loss": 0.5522, "step": 500 }, { "epoch": 0.95, "learning_rate": 4.766355140186916e-05, "loss": 0.5166, "step": 510 }, { "epoch": 0.97, "learning_rate": 4.85981308411215e-05, "loss": 0.5825, "step": 520 }, { "epoch": 0.99, "learning_rate": 4.9532710280373836e-05, "loss": 0.5531, "step": 530 }, { "epoch": 1.0, "eval_accuracy": 0.8336448598130841, "eval_loss": 0.4937918782234192, "eval_runtime": 96.0141, "eval_samples_per_second": 44.577, "eval_steps_per_second": 5.572, "step": 535 }, { "epoch": 1.01, "learning_rate": 4.994807892004154e-05, "loss": 0.491, "step": 540 }, { "epoch": 1.03, "learning_rate": 4.9844236760124614e-05, "loss": 0.4679, "step": 550 }, { "epoch": 1.05, "learning_rate": 4.974039460020769e-05, "loss": 0.4584, "step": 560 }, { "epoch": 1.07, "learning_rate": 4.963655244029076e-05, "loss": 0.5556, "step": 570 }, { "epoch": 1.08, "learning_rate": 4.9532710280373836e-05, "loss": 0.4374, "step": 580 }, { "epoch": 1.1, "learning_rate": 4.9428868120456904e-05, "loss": 0.4499, "step": 590 }, { "epoch": 1.12, "learning_rate": 4.9325025960539985e-05, "loss": 0.5201, "step": 600 }, { "epoch": 1.14, "learning_rate": 4.922118380062305e-05, "loss": 0.6573, "step": 610 }, { "epoch": 1.16, "learning_rate": 4.9117341640706127e-05, "loss": 0.5029, "step": 620 }, { "epoch": 1.18, "learning_rate": 4.901349948078921e-05, "loss": 0.5457, "step": 630 }, { "epoch": 1.2, "learning_rate": 4.8909657320872275e-05, "loss": 0.492, "step": 640 }, { "epoch": 1.21, "learning_rate": 4.880581516095535e-05, "loss": 0.3407, "step": 650 }, { "epoch": 1.23, "learning_rate": 4.8701973001038423e-05, "loss": 0.5129, "step": 660 }, { "epoch": 1.25, "learning_rate": 4.85981308411215e-05, "loss": 0.4626, "step": 670 }, { "epoch": 1.27, "learning_rate": 4.849428868120457e-05, "loss": 0.5528, "step": 680 }, { "epoch": 1.29, "learning_rate": 4.8390446521287646e-05, "loss": 0.4977, "step": 690 }, { "epoch": 1.31, "learning_rate": 4.828660436137072e-05, "loss": 0.387, "step": 700 }, { "epoch": 1.33, "learning_rate": 4.818276220145379e-05, "loss": 0.5349, "step": 710 }, { "epoch": 1.35, "learning_rate": 4.807892004153687e-05, "loss": 0.4265, "step": 720 }, { "epoch": 1.36, "learning_rate": 4.797507788161994e-05, "loss": 0.4719, "step": 730 }, { "epoch": 1.38, "learning_rate": 4.787123572170301e-05, "loss": 0.5005, "step": 740 }, { "epoch": 1.4, "learning_rate": 4.776739356178609e-05, "loss": 0.5112, "step": 750 }, { "epoch": 1.42, "learning_rate": 4.766355140186916e-05, "loss": 0.5112, "step": 760 }, { "epoch": 1.44, "learning_rate": 4.755970924195223e-05, "loss": 0.3827, "step": 770 }, { "epoch": 1.46, "learning_rate": 4.745586708203531e-05, "loss": 0.5576, "step": 780 }, { "epoch": 1.48, "learning_rate": 4.735202492211838e-05, "loss": 0.3974, "step": 790 }, { "epoch": 1.5, "learning_rate": 4.7248182762201456e-05, "loss": 0.5209, "step": 800 }, { "epoch": 1.51, "learning_rate": 4.714434060228453e-05, "loss": 0.4721, "step": 810 }, { "epoch": 1.53, "learning_rate": 4.7040498442367604e-05, "loss": 0.385, "step": 820 }, { "epoch": 1.55, "learning_rate": 4.693665628245067e-05, "loss": 0.4874, "step": 830 }, { "epoch": 1.57, "learning_rate": 4.683281412253375e-05, "loss": 0.4409, "step": 840 }, { "epoch": 1.59, "learning_rate": 4.672897196261683e-05, "loss": 0.506, "step": 850 }, { "epoch": 1.61, "learning_rate": 4.6625129802699895e-05, "loss": 0.4446, "step": 860 }, { "epoch": 1.63, "learning_rate": 4.6521287642782976e-05, "loss": 0.4086, "step": 870 }, { "epoch": 1.64, "learning_rate": 4.641744548286604e-05, "loss": 0.3869, "step": 880 }, { "epoch": 1.66, "learning_rate": 4.631360332294912e-05, "loss": 0.395, "step": 890 }, { "epoch": 1.68, "learning_rate": 4.620976116303219e-05, "loss": 0.464, "step": 900 }, { "epoch": 1.7, "learning_rate": 4.6105919003115266e-05, "loss": 0.3581, "step": 910 }, { "epoch": 1.72, "learning_rate": 4.600207684319834e-05, "loss": 0.387, "step": 920 }, { "epoch": 1.74, "learning_rate": 4.5898234683281414e-05, "loss": 0.4066, "step": 930 }, { "epoch": 1.76, "learning_rate": 4.579439252336449e-05, "loss": 0.3997, "step": 940 }, { "epoch": 1.78, "learning_rate": 4.569055036344756e-05, "loss": 0.4705, "step": 950 }, { "epoch": 1.79, "learning_rate": 4.558670820353064e-05, "loss": 0.4063, "step": 960 }, { "epoch": 1.81, "learning_rate": 4.548286604361371e-05, "loss": 0.4227, "step": 970 }, { "epoch": 1.83, "learning_rate": 4.537902388369678e-05, "loss": 0.4844, "step": 980 }, { "epoch": 1.85, "learning_rate": 4.527518172377986e-05, "loss": 0.4631, "step": 990 }, { "epoch": 1.87, "learning_rate": 4.517133956386293e-05, "loss": 0.4847, "step": 1000 }, { "epoch": 1.89, "learning_rate": 4.5067497403946e-05, "loss": 0.4112, "step": 1010 }, { "epoch": 1.91, "learning_rate": 4.496365524402908e-05, "loss": 0.3964, "step": 1020 }, { "epoch": 1.93, "learning_rate": 4.485981308411215e-05, "loss": 0.4341, "step": 1030 }, { "epoch": 1.94, "learning_rate": 4.4755970924195224e-05, "loss": 0.5106, "step": 1040 }, { "epoch": 1.96, "learning_rate": 4.46521287642783e-05, "loss": 0.4269, "step": 1050 }, { "epoch": 1.98, "learning_rate": 4.454828660436137e-05, "loss": 0.413, "step": 1060 }, { "epoch": 2.0, "learning_rate": 4.4444444444444447e-05, "loss": 0.4139, "step": 1070 }, { "epoch": 2.0, "eval_accuracy": 0.861214953271028, "eval_loss": 0.40707165002822876, "eval_runtime": 99.8719, "eval_samples_per_second": 42.855, "eval_steps_per_second": 5.357, "step": 1070 }, { "epoch": 2.02, "learning_rate": 4.434060228452752e-05, "loss": 0.395, "step": 1080 }, { "epoch": 2.04, "learning_rate": 4.4236760124610595e-05, "loss": 0.3672, "step": 1090 }, { "epoch": 2.06, "learning_rate": 4.413291796469366e-05, "loss": 0.3994, "step": 1100 }, { "epoch": 2.07, "learning_rate": 4.4029075804776743e-05, "loss": 0.3818, "step": 1110 }, { "epoch": 2.09, "learning_rate": 4.392523364485982e-05, "loss": 0.4013, "step": 1120 }, { "epoch": 2.11, "learning_rate": 4.3821391484942885e-05, "loss": 0.3409, "step": 1130 }, { "epoch": 2.13, "learning_rate": 4.3717549325025966e-05, "loss": 0.4753, "step": 1140 }, { "epoch": 2.15, "learning_rate": 4.3613707165109034e-05, "loss": 0.3671, "step": 1150 }, { "epoch": 2.17, "learning_rate": 4.350986500519211e-05, "loss": 0.462, "step": 1160 }, { "epoch": 2.19, "learning_rate": 4.340602284527518e-05, "loss": 0.3729, "step": 1170 }, { "epoch": 2.21, "learning_rate": 4.3302180685358256e-05, "loss": 0.3876, "step": 1180 }, { "epoch": 2.22, "learning_rate": 4.319833852544133e-05, "loss": 0.3794, "step": 1190 }, { "epoch": 2.24, "learning_rate": 4.3094496365524405e-05, "loss": 0.3609, "step": 1200 }, { "epoch": 2.26, "learning_rate": 4.299065420560748e-05, "loss": 0.4161, "step": 1210 }, { "epoch": 2.28, "learning_rate": 4.2886812045690546e-05, "loss": 0.5202, "step": 1220 }, { "epoch": 2.3, "learning_rate": 4.278296988577363e-05, "loss": 0.4579, "step": 1230 }, { "epoch": 2.32, "learning_rate": 4.26791277258567e-05, "loss": 0.408, "step": 1240 }, { "epoch": 2.34, "learning_rate": 4.257528556593977e-05, "loss": 0.36, "step": 1250 }, { "epoch": 2.36, "learning_rate": 4.247144340602285e-05, "loss": 0.3109, "step": 1260 }, { "epoch": 2.37, "learning_rate": 4.236760124610592e-05, "loss": 0.3713, "step": 1270 }, { "epoch": 2.39, "learning_rate": 4.226375908618899e-05, "loss": 0.4329, "step": 1280 }, { "epoch": 2.41, "learning_rate": 4.2159916926272066e-05, "loss": 0.3612, "step": 1290 }, { "epoch": 2.43, "learning_rate": 4.205607476635514e-05, "loss": 0.387, "step": 1300 }, { "epoch": 2.45, "learning_rate": 4.1952232606438215e-05, "loss": 0.4461, "step": 1310 }, { "epoch": 2.47, "learning_rate": 4.184839044652129e-05, "loss": 0.2903, "step": 1320 }, { "epoch": 2.49, "learning_rate": 4.174454828660436e-05, "loss": 0.328, "step": 1330 }, { "epoch": 2.5, "learning_rate": 4.164070612668744e-05, "loss": 0.4151, "step": 1340 }, { "epoch": 2.52, "learning_rate": 4.153686396677051e-05, "loss": 0.3888, "step": 1350 }, { "epoch": 2.54, "learning_rate": 4.1433021806853586e-05, "loss": 0.3871, "step": 1360 }, { "epoch": 2.56, "learning_rate": 4.132917964693666e-05, "loss": 0.4304, "step": 1370 }, { "epoch": 2.58, "learning_rate": 4.1225337487019734e-05, "loss": 0.387, "step": 1380 }, { "epoch": 2.6, "learning_rate": 4.11214953271028e-05, "loss": 0.3658, "step": 1390 }, { "epoch": 2.62, "learning_rate": 4.101765316718588e-05, "loss": 0.4494, "step": 1400 }, { "epoch": 2.64, "learning_rate": 4.091381100726896e-05, "loss": 0.3355, "step": 1410 }, { "epoch": 2.65, "learning_rate": 4.0809968847352024e-05, "loss": 0.3368, "step": 1420 }, { "epoch": 2.67, "learning_rate": 4.0706126687435105e-05, "loss": 0.4087, "step": 1430 }, { "epoch": 2.69, "learning_rate": 4.060228452751817e-05, "loss": 0.4279, "step": 1440 }, { "epoch": 2.71, "learning_rate": 4.049844236760125e-05, "loss": 0.3548, "step": 1450 }, { "epoch": 2.73, "learning_rate": 4.039460020768432e-05, "loss": 0.4466, "step": 1460 }, { "epoch": 2.75, "learning_rate": 4.0290758047767395e-05, "loss": 0.4133, "step": 1470 }, { "epoch": 2.77, "learning_rate": 4.018691588785047e-05, "loss": 0.3845, "step": 1480 }, { "epoch": 2.79, "learning_rate": 4.0083073727933544e-05, "loss": 0.4471, "step": 1490 }, { "epoch": 2.8, "learning_rate": 3.997923156801662e-05, "loss": 0.4421, "step": 1500 }, { "epoch": 2.82, "learning_rate": 3.987538940809969e-05, "loss": 0.4383, "step": 1510 }, { "epoch": 2.84, "learning_rate": 3.9771547248182767e-05, "loss": 0.3326, "step": 1520 }, { "epoch": 2.86, "learning_rate": 3.966770508826584e-05, "loss": 0.4058, "step": 1530 }, { "epoch": 2.88, "learning_rate": 3.956386292834891e-05, "loss": 0.3653, "step": 1540 }, { "epoch": 2.9, "learning_rate": 3.946002076843199e-05, "loss": 0.4157, "step": 1550 }, { "epoch": 2.92, "learning_rate": 3.935617860851506e-05, "loss": 0.3944, "step": 1560 }, { "epoch": 2.93, "learning_rate": 3.925233644859813e-05, "loss": 0.4103, "step": 1570 }, { "epoch": 2.95, "learning_rate": 3.914849428868121e-05, "loss": 0.4601, "step": 1580 }, { "epoch": 2.97, "learning_rate": 3.904465212876428e-05, "loss": 0.3561, "step": 1590 }, { "epoch": 2.99, "learning_rate": 3.8940809968847354e-05, "loss": 0.287, "step": 1600 }, { "epoch": 3.0, "eval_accuracy": 0.8642523364485981, "eval_loss": 0.39544418454170227, "eval_runtime": 95.8501, "eval_samples_per_second": 44.653, "eval_steps_per_second": 5.582, "step": 1605 }, { "epoch": 3.01, "learning_rate": 3.883696780893043e-05, "loss": 0.3781, "step": 1610 }, { "epoch": 3.03, "learning_rate": 3.87331256490135e-05, "loss": 0.3999, "step": 1620 }, { "epoch": 3.05, "learning_rate": 3.8629283489096576e-05, "loss": 0.3507, "step": 1630 }, { "epoch": 3.07, "learning_rate": 3.852544132917965e-05, "loss": 0.354, "step": 1640 }, { "epoch": 3.08, "learning_rate": 3.8421599169262725e-05, "loss": 0.4233, "step": 1650 }, { "epoch": 3.1, "learning_rate": 3.831775700934579e-05, "loss": 0.3766, "step": 1660 }, { "epoch": 3.12, "learning_rate": 3.821391484942887e-05, "loss": 0.4494, "step": 1670 }, { "epoch": 3.14, "learning_rate": 3.811007268951195e-05, "loss": 0.3772, "step": 1680 }, { "epoch": 3.16, "learning_rate": 3.8006230529595015e-05, "loss": 0.4079, "step": 1690 }, { "epoch": 3.18, "learning_rate": 3.7902388369678096e-05, "loss": 0.3796, "step": 1700 }, { "epoch": 3.2, "learning_rate": 3.779854620976116e-05, "loss": 0.2899, "step": 1710 }, { "epoch": 3.21, "learning_rate": 3.769470404984424e-05, "loss": 0.357, "step": 1720 }, { "epoch": 3.23, "learning_rate": 3.759086188992731e-05, "loss": 0.3922, "step": 1730 }, { "epoch": 3.25, "learning_rate": 3.7487019730010386e-05, "loss": 0.3743, "step": 1740 }, { "epoch": 3.27, "learning_rate": 3.738317757009346e-05, "loss": 0.3275, "step": 1750 }, { "epoch": 3.29, "learning_rate": 3.7279335410176535e-05, "loss": 0.3128, "step": 1760 }, { "epoch": 3.31, "learning_rate": 3.717549325025961e-05, "loss": 0.3351, "step": 1770 }, { "epoch": 3.33, "learning_rate": 3.7071651090342676e-05, "loss": 0.354, "step": 1780 }, { "epoch": 3.35, "learning_rate": 3.696780893042576e-05, "loss": 0.3604, "step": 1790 }, { "epoch": 3.36, "learning_rate": 3.686396677050883e-05, "loss": 0.389, "step": 1800 }, { "epoch": 3.38, "learning_rate": 3.67601246105919e-05, "loss": 0.3892, "step": 1810 }, { "epoch": 3.4, "learning_rate": 3.665628245067498e-05, "loss": 0.3525, "step": 1820 }, { "epoch": 3.42, "learning_rate": 3.655244029075805e-05, "loss": 0.3725, "step": 1830 }, { "epoch": 3.44, "learning_rate": 3.644859813084112e-05, "loss": 0.3909, "step": 1840 }, { "epoch": 3.46, "learning_rate": 3.6344755970924196e-05, "loss": 0.2884, "step": 1850 }, { "epoch": 3.48, "learning_rate": 3.624091381100727e-05, "loss": 0.3384, "step": 1860 }, { "epoch": 3.5, "learning_rate": 3.6137071651090344e-05, "loss": 0.3645, "step": 1870 }, { "epoch": 3.51, "learning_rate": 3.603322949117342e-05, "loss": 0.3407, "step": 1880 }, { "epoch": 3.53, "learning_rate": 3.592938733125649e-05, "loss": 0.3847, "step": 1890 }, { "epoch": 3.55, "learning_rate": 3.582554517133957e-05, "loss": 0.3862, "step": 1900 }, { "epoch": 3.57, "learning_rate": 3.572170301142264e-05, "loss": 0.3831, "step": 1910 }, { "epoch": 3.59, "learning_rate": 3.5617860851505715e-05, "loss": 0.3147, "step": 1920 }, { "epoch": 3.61, "learning_rate": 3.551401869158878e-05, "loss": 0.3686, "step": 1930 }, { "epoch": 3.63, "learning_rate": 3.5410176531671864e-05, "loss": 0.3913, "step": 1940 }, { "epoch": 3.64, "learning_rate": 3.530633437175493e-05, "loss": 0.3717, "step": 1950 }, { "epoch": 3.66, "learning_rate": 3.5202492211838006e-05, "loss": 0.4135, "step": 1960 }, { "epoch": 3.68, "learning_rate": 3.5098650051921087e-05, "loss": 0.372, "step": 1970 }, { "epoch": 3.7, "learning_rate": 3.4994807892004154e-05, "loss": 0.3738, "step": 1980 }, { "epoch": 3.72, "learning_rate": 3.489096573208723e-05, "loss": 0.3847, "step": 1990 }, { "epoch": 3.74, "learning_rate": 3.47871235721703e-05, "loss": 0.3893, "step": 2000 }, { "epoch": 3.76, "learning_rate": 3.468328141225338e-05, "loss": 0.3045, "step": 2010 }, { "epoch": 3.78, "learning_rate": 3.457943925233645e-05, "loss": 0.3242, "step": 2020 }, { "epoch": 3.79, "learning_rate": 3.4475597092419525e-05, "loss": 0.3417, "step": 2030 }, { "epoch": 3.81, "learning_rate": 3.43717549325026e-05, "loss": 0.3568, "step": 2040 }, { "epoch": 3.83, "learning_rate": 3.426791277258567e-05, "loss": 0.3225, "step": 2050 }, { "epoch": 3.85, "learning_rate": 3.416407061266875e-05, "loss": 0.3341, "step": 2060 }, { "epoch": 3.87, "learning_rate": 3.406022845275182e-05, "loss": 0.326, "step": 2070 }, { "epoch": 3.89, "learning_rate": 3.395638629283489e-05, "loss": 0.3508, "step": 2080 }, { "epoch": 3.91, "learning_rate": 3.385254413291797e-05, "loss": 0.333, "step": 2090 }, { "epoch": 3.93, "learning_rate": 3.374870197300104e-05, "loss": 0.4373, "step": 2100 }, { "epoch": 3.94, "learning_rate": 3.364485981308411e-05, "loss": 0.3769, "step": 2110 }, { "epoch": 3.96, "learning_rate": 3.3541017653167186e-05, "loss": 0.3697, "step": 2120 }, { "epoch": 3.98, "learning_rate": 3.343717549325026e-05, "loss": 0.3187, "step": 2130 }, { "epoch": 4.0, "learning_rate": 3.3333333333333335e-05, "loss": 0.4211, "step": 2140 }, { "epoch": 4.0, "eval_accuracy": 0.8700934579439252, "eval_loss": 0.39060959219932556, "eval_runtime": 93.1195, "eval_samples_per_second": 45.962, "eval_steps_per_second": 5.745, "step": 2140 }, { "epoch": 4.02, "learning_rate": 3.322949117341641e-05, "loss": 0.2857, "step": 2150 }, { "epoch": 4.04, "learning_rate": 3.3125649013499483e-05, "loss": 0.3271, "step": 2160 }, { "epoch": 4.06, "learning_rate": 3.302180685358255e-05, "loss": 0.3109, "step": 2170 }, { "epoch": 4.07, "learning_rate": 3.291796469366563e-05, "loss": 0.2679, "step": 2180 }, { "epoch": 4.09, "learning_rate": 3.2814122533748706e-05, "loss": 0.3242, "step": 2190 }, { "epoch": 4.11, "learning_rate": 3.2710280373831774e-05, "loss": 0.3083, "step": 2200 }, { "epoch": 4.13, "learning_rate": 3.2606438213914855e-05, "loss": 0.3325, "step": 2210 }, { "epoch": 4.15, "learning_rate": 3.250259605399792e-05, "loss": 0.3989, "step": 2220 }, { "epoch": 4.17, "learning_rate": 3.2398753894080996e-05, "loss": 0.3044, "step": 2230 }, { "epoch": 4.19, "learning_rate": 3.229491173416408e-05, "loss": 0.3389, "step": 2240 }, { "epoch": 4.21, "learning_rate": 3.2191069574247145e-05, "loss": 0.3284, "step": 2250 }, { "epoch": 4.22, "learning_rate": 3.208722741433022e-05, "loss": 0.2777, "step": 2260 }, { "epoch": 4.24, "learning_rate": 3.198338525441329e-05, "loss": 0.3531, "step": 2270 }, { "epoch": 4.26, "learning_rate": 3.187954309449637e-05, "loss": 0.3578, "step": 2280 }, { "epoch": 4.28, "learning_rate": 3.177570093457944e-05, "loss": 0.375, "step": 2290 }, { "epoch": 4.3, "learning_rate": 3.1671858774662516e-05, "loss": 0.3912, "step": 2300 }, { "epoch": 4.32, "learning_rate": 3.156801661474559e-05, "loss": 0.3632, "step": 2310 }, { "epoch": 4.34, "learning_rate": 3.146417445482866e-05, "loss": 0.3453, "step": 2320 }, { "epoch": 4.36, "learning_rate": 3.136033229491174e-05, "loss": 0.3412, "step": 2330 }, { "epoch": 4.37, "learning_rate": 3.1256490134994806e-05, "loss": 0.3506, "step": 2340 }, { "epoch": 4.39, "learning_rate": 3.115264797507788e-05, "loss": 0.3178, "step": 2350 }, { "epoch": 4.41, "learning_rate": 3.104880581516096e-05, "loss": 0.3787, "step": 2360 }, { "epoch": 4.43, "learning_rate": 3.094496365524403e-05, "loss": 0.2522, "step": 2370 }, { "epoch": 4.45, "learning_rate": 3.08411214953271e-05, "loss": 0.2986, "step": 2380 }, { "epoch": 4.47, "learning_rate": 3.073727933541018e-05, "loss": 0.3647, "step": 2390 }, { "epoch": 4.49, "learning_rate": 3.063343717549325e-05, "loss": 0.2927, "step": 2400 }, { "epoch": 4.5, "learning_rate": 3.0529595015576326e-05, "loss": 0.3868, "step": 2410 }, { "epoch": 4.52, "learning_rate": 3.04257528556594e-05, "loss": 0.2927, "step": 2420 }, { "epoch": 4.54, "learning_rate": 3.0321910695742474e-05, "loss": 0.2755, "step": 2430 }, { "epoch": 4.56, "learning_rate": 3.0218068535825545e-05, "loss": 0.2953, "step": 2440 }, { "epoch": 4.58, "learning_rate": 3.0114226375908622e-05, "loss": 0.2946, "step": 2450 }, { "epoch": 4.6, "learning_rate": 3.0010384215991693e-05, "loss": 0.3302, "step": 2460 }, { "epoch": 4.62, "learning_rate": 2.9906542056074764e-05, "loss": 0.406, "step": 2470 }, { "epoch": 4.64, "learning_rate": 2.9802699896157842e-05, "loss": 0.323, "step": 2480 }, { "epoch": 4.65, "learning_rate": 2.9698857736240916e-05, "loss": 0.3808, "step": 2490 }, { "epoch": 4.67, "learning_rate": 2.9595015576323987e-05, "loss": 0.3269, "step": 2500 }, { "epoch": 4.69, "learning_rate": 2.9491173416407064e-05, "loss": 0.3703, "step": 2510 }, { "epoch": 4.71, "learning_rate": 2.9387331256490135e-05, "loss": 0.3173, "step": 2520 }, { "epoch": 4.73, "learning_rate": 2.9283489096573206e-05, "loss": 0.2749, "step": 2530 }, { "epoch": 4.75, "learning_rate": 2.9179646936656284e-05, "loss": 0.3128, "step": 2540 }, { "epoch": 4.77, "learning_rate": 2.9075804776739358e-05, "loss": 0.3725, "step": 2550 }, { "epoch": 4.79, "learning_rate": 2.897196261682243e-05, "loss": 0.3052, "step": 2560 }, { "epoch": 4.8, "learning_rate": 2.8868120456905506e-05, "loss": 0.3159, "step": 2570 }, { "epoch": 4.82, "learning_rate": 2.8764278296988577e-05, "loss": 0.27, "step": 2580 }, { "epoch": 4.84, "learning_rate": 2.866043613707165e-05, "loss": 0.3566, "step": 2590 }, { "epoch": 4.86, "learning_rate": 2.855659397715473e-05, "loss": 0.3622, "step": 2600 }, { "epoch": 4.88, "learning_rate": 2.84527518172378e-05, "loss": 0.3318, "step": 2610 }, { "epoch": 4.9, "learning_rate": 2.834890965732087e-05, "loss": 0.334, "step": 2620 }, { "epoch": 4.92, "learning_rate": 2.824506749740395e-05, "loss": 0.3084, "step": 2630 }, { "epoch": 4.93, "learning_rate": 2.814122533748702e-05, "loss": 0.3524, "step": 2640 }, { "epoch": 4.95, "learning_rate": 2.8037383177570094e-05, "loss": 0.3473, "step": 2650 }, { "epoch": 4.97, "learning_rate": 2.793354101765317e-05, "loss": 0.3593, "step": 2660 }, { "epoch": 4.99, "learning_rate": 2.7829698857736242e-05, "loss": 0.316, "step": 2670 }, { "epoch": 5.0, "eval_accuracy": 0.8754672897196262, "eval_loss": 0.37160804867744446, "eval_runtime": 95.1891, "eval_samples_per_second": 44.963, "eval_steps_per_second": 5.62, "step": 2675 }, { "epoch": 5.01, "learning_rate": 2.7725856697819313e-05, "loss": 0.2738, "step": 2680 }, { "epoch": 5.03, "learning_rate": 2.762201453790239e-05, "loss": 0.342, "step": 2690 }, { "epoch": 5.05, "learning_rate": 2.751817237798546e-05, "loss": 0.3448, "step": 2700 }, { "epoch": 5.07, "learning_rate": 2.7414330218068536e-05, "loss": 0.3099, "step": 2710 }, { "epoch": 5.08, "learning_rate": 2.7310488058151613e-05, "loss": 0.3368, "step": 2720 }, { "epoch": 5.1, "learning_rate": 2.7206645898234684e-05, "loss": 0.2743, "step": 2730 }, { "epoch": 5.12, "learning_rate": 2.7102803738317755e-05, "loss": 0.3064, "step": 2740 }, { "epoch": 5.14, "learning_rate": 2.6998961578400832e-05, "loss": 0.2109, "step": 2750 }, { "epoch": 5.16, "learning_rate": 2.6895119418483907e-05, "loss": 0.3611, "step": 2760 }, { "epoch": 5.18, "learning_rate": 2.6791277258566978e-05, "loss": 0.3456, "step": 2770 }, { "epoch": 5.2, "learning_rate": 2.6687435098650055e-05, "loss": 0.2599, "step": 2780 }, { "epoch": 5.21, "learning_rate": 2.6583592938733126e-05, "loss": 0.2951, "step": 2790 }, { "epoch": 5.23, "learning_rate": 2.6479750778816197e-05, "loss": 0.1794, "step": 2800 }, { "epoch": 5.25, "learning_rate": 2.6375908618899274e-05, "loss": 0.2954, "step": 2810 }, { "epoch": 5.27, "learning_rate": 2.627206645898235e-05, "loss": 0.298, "step": 2820 }, { "epoch": 5.29, "learning_rate": 2.616822429906542e-05, "loss": 0.3187, "step": 2830 }, { "epoch": 5.31, "learning_rate": 2.6064382139148497e-05, "loss": 0.3297, "step": 2840 }, { "epoch": 5.33, "learning_rate": 2.5960539979231568e-05, "loss": 0.2431, "step": 2850 }, { "epoch": 5.35, "learning_rate": 2.585669781931464e-05, "loss": 0.3967, "step": 2860 }, { "epoch": 5.36, "learning_rate": 2.5752855659397716e-05, "loss": 0.3722, "step": 2870 }, { "epoch": 5.38, "learning_rate": 2.564901349948079e-05, "loss": 0.2752, "step": 2880 }, { "epoch": 5.4, "learning_rate": 2.554517133956386e-05, "loss": 0.2971, "step": 2890 }, { "epoch": 5.42, "learning_rate": 2.544132917964694e-05, "loss": 0.2804, "step": 2900 }, { "epoch": 5.44, "learning_rate": 2.533748701973001e-05, "loss": 0.3715, "step": 2910 }, { "epoch": 5.46, "learning_rate": 2.5233644859813084e-05, "loss": 0.2833, "step": 2920 }, { "epoch": 5.48, "learning_rate": 2.512980269989616e-05, "loss": 0.2891, "step": 2930 }, { "epoch": 5.5, "learning_rate": 2.5025960539979233e-05, "loss": 0.3122, "step": 2940 }, { "epoch": 5.51, "learning_rate": 2.4922118380062307e-05, "loss": 0.2891, "step": 2950 }, { "epoch": 5.53, "learning_rate": 2.481827622014538e-05, "loss": 0.3167, "step": 2960 }, { "epoch": 5.55, "learning_rate": 2.4714434060228452e-05, "loss": 0.3505, "step": 2970 }, { "epoch": 5.57, "learning_rate": 2.4610591900311526e-05, "loss": 0.3255, "step": 2980 }, { "epoch": 5.59, "learning_rate": 2.4506749740394604e-05, "loss": 0.2708, "step": 2990 }, { "epoch": 5.61, "learning_rate": 2.4402907580477675e-05, "loss": 0.3709, "step": 3000 }, { "epoch": 5.63, "learning_rate": 2.429906542056075e-05, "loss": 0.3623, "step": 3010 }, { "epoch": 5.64, "learning_rate": 2.4195223260643823e-05, "loss": 0.2488, "step": 3020 }, { "epoch": 5.66, "learning_rate": 2.4091381100726894e-05, "loss": 0.3012, "step": 3030 }, { "epoch": 5.68, "learning_rate": 2.398753894080997e-05, "loss": 0.318, "step": 3040 }, { "epoch": 5.7, "learning_rate": 2.3883696780893046e-05, "loss": 0.3596, "step": 3050 }, { "epoch": 5.72, "learning_rate": 2.3779854620976117e-05, "loss": 0.2923, "step": 3060 }, { "epoch": 5.74, "learning_rate": 2.367601246105919e-05, "loss": 0.3677, "step": 3070 }, { "epoch": 5.76, "learning_rate": 2.3572170301142265e-05, "loss": 0.2508, "step": 3080 }, { "epoch": 5.78, "learning_rate": 2.3468328141225336e-05, "loss": 0.2464, "step": 3090 }, { "epoch": 5.79, "learning_rate": 2.3364485981308414e-05, "loss": 0.3364, "step": 3100 }, { "epoch": 5.81, "learning_rate": 2.3260643821391488e-05, "loss": 0.2931, "step": 3110 }, { "epoch": 5.83, "learning_rate": 2.315680166147456e-05, "loss": 0.2962, "step": 3120 }, { "epoch": 5.85, "learning_rate": 2.3052959501557633e-05, "loss": 0.282, "step": 3130 }, { "epoch": 5.87, "learning_rate": 2.2949117341640707e-05, "loss": 0.2978, "step": 3140 }, { "epoch": 5.89, "learning_rate": 2.284527518172378e-05, "loss": 0.2524, "step": 3150 }, { "epoch": 5.91, "learning_rate": 2.2741433021806856e-05, "loss": 0.3384, "step": 3160 }, { "epoch": 5.93, "learning_rate": 2.263759086188993e-05, "loss": 0.2936, "step": 3170 }, { "epoch": 5.94, "learning_rate": 2.2533748701973e-05, "loss": 0.2521, "step": 3180 }, { "epoch": 5.96, "learning_rate": 2.2429906542056075e-05, "loss": 0.3685, "step": 3190 }, { "epoch": 5.98, "learning_rate": 2.232606438213915e-05, "loss": 0.2391, "step": 3200 }, { "epoch": 6.0, "learning_rate": 2.2222222222222223e-05, "loss": 0.2709, "step": 3210 }, { "epoch": 6.0, "eval_accuracy": 0.8735981308411215, "eval_loss": 0.37839841842651367, "eval_runtime": 92.127, "eval_samples_per_second": 46.458, "eval_steps_per_second": 5.807, "step": 3210 }, { "epoch": 6.02, "learning_rate": 2.2118380062305298e-05, "loss": 0.2305, "step": 3220 }, { "epoch": 6.04, "learning_rate": 2.2014537902388372e-05, "loss": 0.2758, "step": 3230 }, { "epoch": 6.06, "learning_rate": 2.1910695742471443e-05, "loss": 0.2602, "step": 3240 }, { "epoch": 6.07, "learning_rate": 2.1806853582554517e-05, "loss": 0.311, "step": 3250 }, { "epoch": 6.09, "learning_rate": 2.170301142263759e-05, "loss": 0.3315, "step": 3260 }, { "epoch": 6.11, "learning_rate": 2.1599169262720665e-05, "loss": 0.3078, "step": 3270 }, { "epoch": 6.13, "learning_rate": 2.149532710280374e-05, "loss": 0.319, "step": 3280 }, { "epoch": 6.15, "learning_rate": 2.1391484942886814e-05, "loss": 0.3326, "step": 3290 }, { "epoch": 6.17, "learning_rate": 2.1287642782969885e-05, "loss": 0.2892, "step": 3300 }, { "epoch": 6.19, "learning_rate": 2.118380062305296e-05, "loss": 0.2669, "step": 3310 }, { "epoch": 6.21, "learning_rate": 2.1079958463136033e-05, "loss": 0.2829, "step": 3320 }, { "epoch": 6.22, "learning_rate": 2.0976116303219107e-05, "loss": 0.2434, "step": 3330 }, { "epoch": 6.24, "learning_rate": 2.087227414330218e-05, "loss": 0.2422, "step": 3340 }, { "epoch": 6.26, "learning_rate": 2.0768431983385256e-05, "loss": 0.3655, "step": 3350 }, { "epoch": 6.28, "learning_rate": 2.066458982346833e-05, "loss": 0.2772, "step": 3360 }, { "epoch": 6.3, "learning_rate": 2.05607476635514e-05, "loss": 0.2542, "step": 3370 }, { "epoch": 6.32, "learning_rate": 2.045690550363448e-05, "loss": 0.2978, "step": 3380 }, { "epoch": 6.34, "learning_rate": 2.0353063343717553e-05, "loss": 0.2518, "step": 3390 }, { "epoch": 6.36, "learning_rate": 2.0249221183800623e-05, "loss": 0.2697, "step": 3400 }, { "epoch": 6.37, "learning_rate": 2.0145379023883698e-05, "loss": 0.2326, "step": 3410 }, { "epoch": 6.39, "learning_rate": 2.0041536863966772e-05, "loss": 0.29, "step": 3420 }, { "epoch": 6.41, "learning_rate": 1.9937694704049846e-05, "loss": 0.2858, "step": 3430 }, { "epoch": 6.43, "learning_rate": 1.983385254413292e-05, "loss": 0.2665, "step": 3440 }, { "epoch": 6.45, "learning_rate": 1.9730010384215995e-05, "loss": 0.2583, "step": 3450 }, { "epoch": 6.47, "learning_rate": 1.9626168224299065e-05, "loss": 0.3213, "step": 3460 }, { "epoch": 6.49, "learning_rate": 1.952232606438214e-05, "loss": 0.3385, "step": 3470 }, { "epoch": 6.5, "learning_rate": 1.9418483904465214e-05, "loss": 0.2492, "step": 3480 }, { "epoch": 6.52, "learning_rate": 1.9314641744548288e-05, "loss": 0.2829, "step": 3490 }, { "epoch": 6.54, "learning_rate": 1.9210799584631362e-05, "loss": 0.2651, "step": 3500 }, { "epoch": 6.56, "learning_rate": 1.9106957424714437e-05, "loss": 0.2671, "step": 3510 }, { "epoch": 6.58, "learning_rate": 1.9003115264797507e-05, "loss": 0.3116, "step": 3520 }, { "epoch": 6.6, "learning_rate": 1.889927310488058e-05, "loss": 0.3116, "step": 3530 }, { "epoch": 6.62, "learning_rate": 1.8795430944963656e-05, "loss": 0.2305, "step": 3540 }, { "epoch": 6.64, "learning_rate": 1.869158878504673e-05, "loss": 0.3035, "step": 3550 }, { "epoch": 6.65, "learning_rate": 1.8587746625129804e-05, "loss": 0.2388, "step": 3560 }, { "epoch": 6.67, "learning_rate": 1.848390446521288e-05, "loss": 0.2424, "step": 3570 }, { "epoch": 6.69, "learning_rate": 1.838006230529595e-05, "loss": 0.219, "step": 3580 }, { "epoch": 6.71, "learning_rate": 1.8276220145379024e-05, "loss": 0.212, "step": 3590 }, { "epoch": 6.73, "learning_rate": 1.8172377985462098e-05, "loss": 0.3682, "step": 3600 }, { "epoch": 6.75, "learning_rate": 1.8068535825545172e-05, "loss": 0.2882, "step": 3610 }, { "epoch": 6.77, "learning_rate": 1.7964693665628246e-05, "loss": 0.2846, "step": 3620 }, { "epoch": 6.79, "learning_rate": 1.786085150571132e-05, "loss": 0.276, "step": 3630 }, { "epoch": 6.8, "learning_rate": 1.775700934579439e-05, "loss": 0.214, "step": 3640 }, { "epoch": 6.82, "learning_rate": 1.7653167185877466e-05, "loss": 0.2351, "step": 3650 }, { "epoch": 6.84, "learning_rate": 1.7549325025960543e-05, "loss": 0.2428, "step": 3660 }, { "epoch": 6.86, "learning_rate": 1.7445482866043614e-05, "loss": 0.2289, "step": 3670 }, { "epoch": 6.88, "learning_rate": 1.734164070612669e-05, "loss": 0.2087, "step": 3680 }, { "epoch": 6.9, "learning_rate": 1.7237798546209763e-05, "loss": 0.2492, "step": 3690 }, { "epoch": 6.92, "learning_rate": 1.7133956386292833e-05, "loss": 0.2855, "step": 3700 }, { "epoch": 6.93, "learning_rate": 1.703011422637591e-05, "loss": 0.2701, "step": 3710 }, { "epoch": 6.95, "learning_rate": 1.6926272066458985e-05, "loss": 0.2635, "step": 3720 }, { "epoch": 6.97, "learning_rate": 1.6822429906542056e-05, "loss": 0.267, "step": 3730 }, { "epoch": 6.99, "learning_rate": 1.671858774662513e-05, "loss": 0.177, "step": 3740 }, { "epoch": 7.0, "eval_accuracy": 0.8745327102803738, "eval_loss": 0.37715595960617065, "eval_runtime": 95.1073, "eval_samples_per_second": 45.002, "eval_steps_per_second": 5.625, "step": 3745 }, { "epoch": 7.01, "learning_rate": 1.6614745586708205e-05, "loss": 0.307, "step": 3750 }, { "epoch": 7.03, "learning_rate": 1.6510903426791275e-05, "loss": 0.258, "step": 3760 }, { "epoch": 7.05, "learning_rate": 1.6407061266874353e-05, "loss": 0.2322, "step": 3770 }, { "epoch": 7.07, "learning_rate": 1.6303219106957427e-05, "loss": 0.187, "step": 3780 }, { "epoch": 7.08, "learning_rate": 1.6199376947040498e-05, "loss": 0.2838, "step": 3790 }, { "epoch": 7.1, "learning_rate": 1.6095534787123572e-05, "loss": 0.2353, "step": 3800 }, { "epoch": 7.12, "learning_rate": 1.5991692627206647e-05, "loss": 0.2661, "step": 3810 }, { "epoch": 7.14, "learning_rate": 1.588785046728972e-05, "loss": 0.1917, "step": 3820 }, { "epoch": 7.16, "learning_rate": 1.5784008307372795e-05, "loss": 0.1978, "step": 3830 }, { "epoch": 7.18, "learning_rate": 1.568016614745587e-05, "loss": 0.2688, "step": 3840 }, { "epoch": 7.2, "learning_rate": 1.557632398753894e-05, "loss": 0.2383, "step": 3850 }, { "epoch": 7.21, "learning_rate": 1.5472481827622014e-05, "loss": 0.2874, "step": 3860 }, { "epoch": 7.23, "learning_rate": 1.536863966770509e-05, "loss": 0.265, "step": 3870 }, { "epoch": 7.25, "learning_rate": 1.5264797507788163e-05, "loss": 0.1821, "step": 3880 }, { "epoch": 7.27, "learning_rate": 1.5160955347871237e-05, "loss": 0.193, "step": 3890 }, { "epoch": 7.29, "learning_rate": 1.5057113187954311e-05, "loss": 0.2681, "step": 3900 }, { "epoch": 7.31, "learning_rate": 1.4953271028037382e-05, "loss": 0.2406, "step": 3910 }, { "epoch": 7.33, "learning_rate": 1.4849428868120458e-05, "loss": 0.3214, "step": 3920 }, { "epoch": 7.35, "learning_rate": 1.4745586708203532e-05, "loss": 0.2521, "step": 3930 }, { "epoch": 7.36, "learning_rate": 1.4641744548286603e-05, "loss": 0.3427, "step": 3940 }, { "epoch": 7.38, "learning_rate": 1.4537902388369679e-05, "loss": 0.3272, "step": 3950 }, { "epoch": 7.4, "learning_rate": 1.4434060228452753e-05, "loss": 0.2336, "step": 3960 }, { "epoch": 7.42, "learning_rate": 1.4330218068535826e-05, "loss": 0.2209, "step": 3970 }, { "epoch": 7.44, "learning_rate": 1.42263759086189e-05, "loss": 0.222, "step": 3980 }, { "epoch": 7.46, "learning_rate": 1.4122533748701974e-05, "loss": 0.236, "step": 3990 }, { "epoch": 7.48, "learning_rate": 1.4018691588785047e-05, "loss": 0.2875, "step": 4000 }, { "epoch": 7.5, "learning_rate": 1.3914849428868121e-05, "loss": 0.2098, "step": 4010 }, { "epoch": 7.51, "learning_rate": 1.3811007268951195e-05, "loss": 0.324, "step": 4020 }, { "epoch": 7.53, "learning_rate": 1.3707165109034268e-05, "loss": 0.2038, "step": 4030 }, { "epoch": 7.55, "learning_rate": 1.3603322949117342e-05, "loss": 0.271, "step": 4040 }, { "epoch": 7.57, "learning_rate": 1.3499480789200416e-05, "loss": 0.296, "step": 4050 }, { "epoch": 7.59, "learning_rate": 1.3395638629283489e-05, "loss": 0.2557, "step": 4060 }, { "epoch": 7.61, "learning_rate": 1.3291796469366563e-05, "loss": 0.2788, "step": 4070 }, { "epoch": 7.63, "learning_rate": 1.3187954309449637e-05, "loss": 0.2684, "step": 4080 }, { "epoch": 7.64, "learning_rate": 1.308411214953271e-05, "loss": 0.2447, "step": 4090 }, { "epoch": 7.66, "learning_rate": 1.2980269989615784e-05, "loss": 0.287, "step": 4100 }, { "epoch": 7.68, "learning_rate": 1.2876427829698858e-05, "loss": 0.2186, "step": 4110 }, { "epoch": 7.7, "learning_rate": 1.277258566978193e-05, "loss": 0.1978, "step": 4120 }, { "epoch": 7.72, "learning_rate": 1.2668743509865005e-05, "loss": 0.2698, "step": 4130 }, { "epoch": 7.74, "learning_rate": 1.256490134994808e-05, "loss": 0.1624, "step": 4140 }, { "epoch": 7.76, "learning_rate": 1.2461059190031153e-05, "loss": 0.2591, "step": 4150 }, { "epoch": 7.78, "learning_rate": 1.2357217030114226e-05, "loss": 0.2035, "step": 4160 }, { "epoch": 7.79, "learning_rate": 1.2253374870197302e-05, "loss": 0.2285, "step": 4170 }, { "epoch": 7.81, "learning_rate": 1.2149532710280374e-05, "loss": 0.2257, "step": 4180 }, { "epoch": 7.83, "learning_rate": 1.2045690550363447e-05, "loss": 0.2555, "step": 4190 }, { "epoch": 7.85, "learning_rate": 1.1941848390446523e-05, "loss": 0.2192, "step": 4200 }, { "epoch": 7.87, "learning_rate": 1.1838006230529595e-05, "loss": 0.2169, "step": 4210 }, { "epoch": 7.89, "learning_rate": 1.1734164070612668e-05, "loss": 0.2914, "step": 4220 }, { "epoch": 7.91, "learning_rate": 1.1630321910695744e-05, "loss": 0.253, "step": 4230 }, { "epoch": 7.93, "learning_rate": 1.1526479750778816e-05, "loss": 0.2067, "step": 4240 }, { "epoch": 7.94, "learning_rate": 1.142263759086189e-05, "loss": 0.1995, "step": 4250 }, { "epoch": 7.96, "learning_rate": 1.1318795430944965e-05, "loss": 0.2902, "step": 4260 }, { "epoch": 7.98, "learning_rate": 1.1214953271028037e-05, "loss": 0.2051, "step": 4270 }, { "epoch": 8.0, "learning_rate": 1.1111111111111112e-05, "loss": 0.2409, "step": 4280 }, { "epoch": 8.0, "eval_accuracy": 0.8761682242990654, "eval_loss": 0.38753223419189453, "eval_runtime": 91.8924, "eval_samples_per_second": 46.576, "eval_steps_per_second": 5.822, "step": 4280 }, { "epoch": 8.02, "learning_rate": 1.1007268951194186e-05, "loss": 0.2436, "step": 4290 }, { "epoch": 8.04, "learning_rate": 1.0903426791277258e-05, "loss": 0.2468, "step": 4300 }, { "epoch": 8.06, "learning_rate": 1.0799584631360333e-05, "loss": 0.168, "step": 4310 }, { "epoch": 8.07, "learning_rate": 1.0695742471443407e-05, "loss": 0.2093, "step": 4320 }, { "epoch": 8.09, "learning_rate": 1.059190031152648e-05, "loss": 0.1616, "step": 4330 }, { "epoch": 8.11, "learning_rate": 1.0488058151609554e-05, "loss": 0.1912, "step": 4340 }, { "epoch": 8.13, "learning_rate": 1.0384215991692628e-05, "loss": 0.3157, "step": 4350 }, { "epoch": 8.15, "learning_rate": 1.02803738317757e-05, "loss": 0.2213, "step": 4360 }, { "epoch": 8.17, "learning_rate": 1.0176531671858776e-05, "loss": 0.2473, "step": 4370 }, { "epoch": 8.19, "learning_rate": 1.0072689511941849e-05, "loss": 0.2155, "step": 4380 }, { "epoch": 8.21, "learning_rate": 9.968847352024923e-06, "loss": 0.209, "step": 4390 }, { "epoch": 8.22, "learning_rate": 9.865005192107997e-06, "loss": 0.2552, "step": 4400 }, { "epoch": 8.24, "learning_rate": 9.76116303219107e-06, "loss": 0.2469, "step": 4410 }, { "epoch": 8.26, "learning_rate": 9.657320872274144e-06, "loss": 0.2195, "step": 4420 }, { "epoch": 8.28, "learning_rate": 9.553478712357218e-06, "loss": 0.2094, "step": 4430 }, { "epoch": 8.3, "learning_rate": 9.44963655244029e-06, "loss": 0.2593, "step": 4440 }, { "epoch": 8.32, "learning_rate": 9.345794392523365e-06, "loss": 0.254, "step": 4450 }, { "epoch": 8.34, "learning_rate": 9.24195223260644e-06, "loss": 0.1353, "step": 4460 }, { "epoch": 8.36, "learning_rate": 9.138110072689512e-06, "loss": 0.2152, "step": 4470 }, { "epoch": 8.37, "learning_rate": 9.034267912772586e-06, "loss": 0.2258, "step": 4480 }, { "epoch": 8.39, "learning_rate": 8.93042575285566e-06, "loss": 0.1593, "step": 4490 }, { "epoch": 8.41, "learning_rate": 8.826583592938733e-06, "loss": 0.1939, "step": 4500 }, { "epoch": 8.43, "learning_rate": 8.722741433021807e-06, "loss": 0.2717, "step": 4510 }, { "epoch": 8.45, "learning_rate": 8.618899273104881e-06, "loss": 0.2263, "step": 4520 }, { "epoch": 8.47, "learning_rate": 8.515057113187956e-06, "loss": 0.281, "step": 4530 }, { "epoch": 8.49, "learning_rate": 8.411214953271028e-06, "loss": 0.2438, "step": 4540 }, { "epoch": 8.5, "learning_rate": 8.307372793354102e-06, "loss": 0.1487, "step": 4550 }, { "epoch": 8.52, "learning_rate": 8.203530633437177e-06, "loss": 0.1811, "step": 4560 }, { "epoch": 8.54, "learning_rate": 8.099688473520249e-06, "loss": 0.2803, "step": 4570 }, { "epoch": 8.56, "learning_rate": 7.995846313603323e-06, "loss": 0.2339, "step": 4580 }, { "epoch": 8.58, "learning_rate": 7.892004153686398e-06, "loss": 0.2617, "step": 4590 }, { "epoch": 8.6, "learning_rate": 7.78816199376947e-06, "loss": 0.3019, "step": 4600 }, { "epoch": 8.62, "learning_rate": 7.684319833852544e-06, "loss": 0.2083, "step": 4610 }, { "epoch": 8.64, "learning_rate": 7.5804776739356185e-06, "loss": 0.24, "step": 4620 }, { "epoch": 8.65, "learning_rate": 7.476635514018691e-06, "loss": 0.2378, "step": 4630 }, { "epoch": 8.67, "learning_rate": 7.372793354101766e-06, "loss": 0.2475, "step": 4640 }, { "epoch": 8.69, "learning_rate": 7.2689511941848395e-06, "loss": 0.197, "step": 4650 }, { "epoch": 8.71, "learning_rate": 7.165109034267913e-06, "loss": 0.2302, "step": 4660 }, { "epoch": 8.73, "learning_rate": 7.061266874350987e-06, "loss": 0.2186, "step": 4670 }, { "epoch": 8.75, "learning_rate": 6.9574247144340605e-06, "loss": 0.2172, "step": 4680 }, { "epoch": 8.77, "learning_rate": 6.853582554517134e-06, "loss": 0.2189, "step": 4690 }, { "epoch": 8.79, "learning_rate": 6.749740394600208e-06, "loss": 0.2137, "step": 4700 }, { "epoch": 8.8, "learning_rate": 6.6458982346832815e-06, "loss": 0.2259, "step": 4710 }, { "epoch": 8.82, "learning_rate": 6.542056074766355e-06, "loss": 0.15, "step": 4720 }, { "epoch": 8.84, "learning_rate": 6.438213914849429e-06, "loss": 0.2622, "step": 4730 }, { "epoch": 8.86, "learning_rate": 6.3343717549325025e-06, "loss": 0.2009, "step": 4740 }, { "epoch": 8.88, "learning_rate": 6.230529595015577e-06, "loss": 0.2095, "step": 4750 }, { "epoch": 8.9, "learning_rate": 6.126687435098651e-06, "loss": 0.1766, "step": 4760 }, { "epoch": 8.92, "learning_rate": 6.0228452751817235e-06, "loss": 0.1982, "step": 4770 }, { "epoch": 8.93, "learning_rate": 5.919003115264798e-06, "loss": 0.2287, "step": 4780 }, { "epoch": 8.95, "learning_rate": 5.815160955347872e-06, "loss": 0.266, "step": 4790 }, { "epoch": 8.97, "learning_rate": 5.711318795430945e-06, "loss": 0.2196, "step": 4800 }, { "epoch": 8.99, "learning_rate": 5.607476635514019e-06, "loss": 0.1929, "step": 4810 }, { "epoch": 9.0, "eval_accuracy": 0.8707943925233644, "eval_loss": 0.3915020227432251, "eval_runtime": 93.367, "eval_samples_per_second": 45.841, "eval_steps_per_second": 5.73, "step": 4815 }, { "epoch": 9.01, "learning_rate": 5.503634475597093e-06, "loss": 0.2137, "step": 4820 }, { "epoch": 9.03, "learning_rate": 5.399792315680166e-06, "loss": 0.1994, "step": 4830 }, { "epoch": 9.05, "learning_rate": 5.29595015576324e-06, "loss": 0.2243, "step": 4840 }, { "epoch": 9.07, "learning_rate": 5.192107995846314e-06, "loss": 0.282, "step": 4850 }, { "epoch": 9.08, "learning_rate": 5.088265835929388e-06, "loss": 0.1425, "step": 4860 }, { "epoch": 9.1, "learning_rate": 4.9844236760124615e-06, "loss": 0.2213, "step": 4870 }, { "epoch": 9.12, "learning_rate": 4.880581516095535e-06, "loss": 0.1939, "step": 4880 }, { "epoch": 9.14, "learning_rate": 4.776739356178609e-06, "loss": 0.1753, "step": 4890 }, { "epoch": 9.16, "learning_rate": 4.6728971962616825e-06, "loss": 0.1758, "step": 4900 }, { "epoch": 9.18, "learning_rate": 4.569055036344756e-06, "loss": 0.1597, "step": 4910 }, { "epoch": 9.2, "learning_rate": 4.46521287642783e-06, "loss": 0.2269, "step": 4920 }, { "epoch": 9.21, "learning_rate": 4.3613707165109035e-06, "loss": 0.2723, "step": 4930 }, { "epoch": 9.23, "learning_rate": 4.257528556593978e-06, "loss": 0.2012, "step": 4940 }, { "epoch": 9.25, "learning_rate": 4.153686396677051e-06, "loss": 0.1863, "step": 4950 }, { "epoch": 9.27, "learning_rate": 4.0498442367601245e-06, "loss": 0.2029, "step": 4960 }, { "epoch": 9.29, "learning_rate": 3.946002076843199e-06, "loss": 0.2067, "step": 4970 }, { "epoch": 9.31, "learning_rate": 3.842159916926272e-06, "loss": 0.2359, "step": 4980 }, { "epoch": 9.33, "learning_rate": 3.7383177570093455e-06, "loss": 0.2398, "step": 4990 }, { "epoch": 9.35, "learning_rate": 3.6344755970924198e-06, "loss": 0.2233, "step": 5000 }, { "epoch": 9.36, "learning_rate": 3.5306334371754936e-06, "loss": 0.1934, "step": 5010 }, { "epoch": 9.38, "learning_rate": 3.426791277258567e-06, "loss": 0.2625, "step": 5020 }, { "epoch": 9.4, "learning_rate": 3.3229491173416407e-06, "loss": 0.2548, "step": 5030 }, { "epoch": 9.42, "learning_rate": 3.2191069574247146e-06, "loss": 0.1718, "step": 5040 }, { "epoch": 9.44, "learning_rate": 3.1152647975077884e-06, "loss": 0.1668, "step": 5050 }, { "epoch": 9.46, "learning_rate": 3.0114226375908617e-06, "loss": 0.2202, "step": 5060 }, { "epoch": 9.48, "learning_rate": 2.907580477673936e-06, "loss": 0.2091, "step": 5070 }, { "epoch": 9.5, "learning_rate": 2.8037383177570094e-06, "loss": 0.2213, "step": 5080 }, { "epoch": 9.51, "learning_rate": 2.699896157840083e-06, "loss": 0.2857, "step": 5090 }, { "epoch": 9.53, "learning_rate": 2.596053997923157e-06, "loss": 0.2209, "step": 5100 }, { "epoch": 9.55, "learning_rate": 2.4922118380062308e-06, "loss": 0.2341, "step": 5110 }, { "epoch": 9.57, "learning_rate": 2.3883696780893046e-06, "loss": 0.2111, "step": 5120 }, { "epoch": 9.59, "learning_rate": 2.284527518172378e-06, "loss": 0.1869, "step": 5130 }, { "epoch": 9.61, "learning_rate": 2.1806853582554518e-06, "loss": 0.2229, "step": 5140 }, { "epoch": 9.63, "learning_rate": 2.0768431983385256e-06, "loss": 0.2251, "step": 5150 }, { "epoch": 9.64, "learning_rate": 1.9730010384215994e-06, "loss": 0.183, "step": 5160 }, { "epoch": 9.66, "learning_rate": 1.8691588785046728e-06, "loss": 0.1606, "step": 5170 }, { "epoch": 9.68, "learning_rate": 1.7653167185877468e-06, "loss": 0.2067, "step": 5180 }, { "epoch": 9.7, "learning_rate": 1.6614745586708204e-06, "loss": 0.2346, "step": 5190 }, { "epoch": 9.72, "learning_rate": 1.5576323987538942e-06, "loss": 0.2161, "step": 5200 }, { "epoch": 9.74, "learning_rate": 1.453790238836968e-06, "loss": 0.2893, "step": 5210 }, { "epoch": 9.76, "learning_rate": 1.3499480789200416e-06, "loss": 0.2196, "step": 5220 }, { "epoch": 9.78, "learning_rate": 1.2461059190031154e-06, "loss": 0.2035, "step": 5230 }, { "epoch": 9.79, "learning_rate": 1.142263759086189e-06, "loss": 0.1541, "step": 5240 }, { "epoch": 9.81, "learning_rate": 1.0384215991692628e-06, "loss": 0.2105, "step": 5250 }, { "epoch": 9.83, "learning_rate": 9.345794392523364e-07, "loss": 0.2065, "step": 5260 }, { "epoch": 9.85, "learning_rate": 8.307372793354102e-07, "loss": 0.161, "step": 5270 }, { "epoch": 9.87, "learning_rate": 7.26895119418484e-07, "loss": 0.2285, "step": 5280 }, { "epoch": 9.89, "learning_rate": 6.230529595015577e-07, "loss": 0.2051, "step": 5290 }, { "epoch": 9.91, "learning_rate": 5.192107995846314e-07, "loss": 0.2291, "step": 5300 }, { "epoch": 9.93, "learning_rate": 4.153686396677051e-07, "loss": 0.2071, "step": 5310 }, { "epoch": 9.94, "learning_rate": 3.1152647975077885e-07, "loss": 0.2055, "step": 5320 }, { "epoch": 9.96, "learning_rate": 2.0768431983385255e-07, "loss": 0.1433, "step": 5330 }, { "epoch": 9.98, "learning_rate": 1.0384215991692627e-07, "loss": 0.2493, "step": 5340 }, { "epoch": 10.0, "learning_rate": 0.0, "loss": 0.1877, "step": 5350 }, { "epoch": 10.0, "eval_accuracy": 0.8714953271028038, "eval_loss": 0.38807550072669983, "eval_runtime": 92.2965, "eval_samples_per_second": 46.372, "eval_steps_per_second": 5.797, "step": 5350 }, { "epoch": 10.0, "step": 5350, "total_flos": 1.3264660513609667e+19, "train_loss": 0.36025063641717503, "train_runtime": 7147.2488, "train_samples_per_second": 23.949, "train_steps_per_second": 0.749 } ], "max_steps": 5350, "num_train_epochs": 10, "total_flos": 1.3264660513609667e+19, "trial_name": null, "trial_params": null }