{ "best_metric": 0.9405358686257562, "best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-eurosat/checkpoint-3660", "epoch": 9.981561155500922, "eval_steps": 500, "global_step": 4060, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.02, "learning_rate": 1.2315270935960593e-06, "loss": 1.8272, "step": 10 }, { "epoch": 0.05, "learning_rate": 2.4630541871921186e-06, "loss": 1.7835, "step": 20 }, { "epoch": 0.07, "learning_rate": 3.6945812807881777e-06, "loss": 1.751, "step": 30 }, { "epoch": 0.1, "learning_rate": 4.926108374384237e-06, "loss": 1.7539, "step": 40 }, { "epoch": 0.12, "learning_rate": 6.157635467980296e-06, "loss": 1.7125, "step": 50 }, { "epoch": 0.15, "learning_rate": 7.3891625615763555e-06, "loss": 1.6708, "step": 60 }, { "epoch": 0.17, "learning_rate": 8.620689655172414e-06, "loss": 1.7727, "step": 70 }, { "epoch": 0.2, "learning_rate": 9.852216748768475e-06, "loss": 1.6377, "step": 80 }, { "epoch": 0.22, "learning_rate": 1.1083743842364533e-05, "loss": 1.8024, "step": 90 }, { "epoch": 0.25, "learning_rate": 1.2315270935960592e-05, "loss": 1.7476, "step": 100 }, { "epoch": 0.27, "learning_rate": 1.354679802955665e-05, "loss": 1.6509, "step": 110 }, { "epoch": 0.3, "learning_rate": 1.4778325123152711e-05, "loss": 1.7052, "step": 120 }, { "epoch": 0.32, "learning_rate": 1.6009852216748768e-05, "loss": 1.7003, "step": 130 }, { "epoch": 0.34, "learning_rate": 1.7241379310344828e-05, "loss": 1.7424, "step": 140 }, { "epoch": 0.37, "learning_rate": 1.847290640394089e-05, "loss": 1.7223, "step": 150 }, { "epoch": 0.39, "learning_rate": 1.970443349753695e-05, "loss": 1.6932, "step": 160 }, { "epoch": 0.42, "learning_rate": 2.0935960591133006e-05, "loss": 1.6393, "step": 170 }, { "epoch": 0.44, "learning_rate": 2.2167487684729066e-05, "loss": 1.7023, "step": 180 }, { "epoch": 0.47, "learning_rate": 2.3399014778325123e-05, "loss": 1.6219, "step": 190 }, { "epoch": 0.49, "learning_rate": 2.4630541871921184e-05, "loss": 1.7031, "step": 200 }, { "epoch": 0.52, "learning_rate": 2.5862068965517244e-05, "loss": 1.7309, "step": 210 }, { "epoch": 0.54, "learning_rate": 2.70935960591133e-05, "loss": 1.7251, "step": 220 }, { "epoch": 0.57, "learning_rate": 2.8325123152709358e-05, "loss": 1.7039, "step": 230 }, { "epoch": 0.59, "learning_rate": 2.9556650246305422e-05, "loss": 1.6753, "step": 240 }, { "epoch": 0.61, "learning_rate": 3.078817733990148e-05, "loss": 1.7149, "step": 250 }, { "epoch": 0.64, "learning_rate": 3.2019704433497536e-05, "loss": 1.7101, "step": 260 }, { "epoch": 0.66, "learning_rate": 3.3251231527093596e-05, "loss": 1.6208, "step": 270 }, { "epoch": 0.69, "learning_rate": 3.4482758620689657e-05, "loss": 1.5855, "step": 280 }, { "epoch": 0.71, "learning_rate": 3.571428571428572e-05, "loss": 1.741, "step": 290 }, { "epoch": 0.74, "learning_rate": 3.694581280788178e-05, "loss": 1.6925, "step": 300 }, { "epoch": 0.76, "learning_rate": 3.817733990147783e-05, "loss": 1.6607, "step": 310 }, { "epoch": 0.79, "learning_rate": 3.94088669950739e-05, "loss": 1.5157, "step": 320 }, { "epoch": 0.81, "learning_rate": 4.064039408866995e-05, "loss": 1.5652, "step": 330 }, { "epoch": 0.84, "learning_rate": 4.187192118226601e-05, "loss": 1.6547, "step": 340 }, { "epoch": 0.86, "learning_rate": 4.3103448275862066e-05, "loss": 1.5618, "step": 350 }, { "epoch": 0.89, "learning_rate": 4.433497536945813e-05, "loss": 1.6555, "step": 360 }, { "epoch": 0.91, "learning_rate": 4.5566502463054186e-05, "loss": 1.5538, "step": 370 }, { "epoch": 0.93, "learning_rate": 4.679802955665025e-05, "loss": 1.5496, "step": 380 }, { "epoch": 0.96, "learning_rate": 4.802955665024631e-05, "loss": 1.5248, "step": 390 }, { "epoch": 0.98, "learning_rate": 4.926108374384237e-05, "loss": 1.5645, "step": 400 }, { "epoch": 1.0, "eval_accuracy": 0.7904926534140018, "eval_loss": 1.0879656076431274, "eval_runtime": 27.6968, "eval_samples_per_second": 208.869, "eval_steps_per_second": 6.535, "step": 406 }, { "epoch": 1.01, "learning_rate": 4.9945265462506846e-05, "loss": 1.5933, "step": 410 }, { "epoch": 1.03, "learning_rate": 4.980842911877395e-05, "loss": 1.5284, "step": 420 }, { "epoch": 1.06, "learning_rate": 4.9671592775041054e-05, "loss": 1.5239, "step": 430 }, { "epoch": 1.08, "learning_rate": 4.953475643130816e-05, "loss": 1.4781, "step": 440 }, { "epoch": 1.11, "learning_rate": 4.939792008757526e-05, "loss": 1.468, "step": 450 }, { "epoch": 1.13, "learning_rate": 4.926108374384237e-05, "loss": 1.5165, "step": 460 }, { "epoch": 1.16, "learning_rate": 4.912424740010947e-05, "loss": 1.5641, "step": 470 }, { "epoch": 1.18, "learning_rate": 4.8987411056376576e-05, "loss": 1.53, "step": 480 }, { "epoch": 1.2, "learning_rate": 4.885057471264368e-05, "loss": 1.4946, "step": 490 }, { "epoch": 1.23, "learning_rate": 4.8713738368910785e-05, "loss": 1.5378, "step": 500 }, { "epoch": 1.25, "learning_rate": 4.857690202517789e-05, "loss": 1.4228, "step": 510 }, { "epoch": 1.28, "learning_rate": 4.8440065681444994e-05, "loss": 1.4621, "step": 520 }, { "epoch": 1.3, "learning_rate": 4.83032293377121e-05, "loss": 1.5405, "step": 530 }, { "epoch": 1.33, "learning_rate": 4.81663929939792e-05, "loss": 1.4338, "step": 540 }, { "epoch": 1.35, "learning_rate": 4.802955665024631e-05, "loss": 1.3429, "step": 550 }, { "epoch": 1.38, "learning_rate": 4.789272030651341e-05, "loss": 1.4912, "step": 560 }, { "epoch": 1.4, "learning_rate": 4.7755883962780516e-05, "loss": 1.4859, "step": 570 }, { "epoch": 1.43, "learning_rate": 4.761904761904762e-05, "loss": 1.3696, "step": 580 }, { "epoch": 1.45, "learning_rate": 4.7482211275314725e-05, "loss": 1.3818, "step": 590 }, { "epoch": 1.48, "learning_rate": 4.734537493158183e-05, "loss": 1.395, "step": 600 }, { "epoch": 1.5, "learning_rate": 4.7208538587848934e-05, "loss": 1.5301, "step": 610 }, { "epoch": 1.52, "learning_rate": 4.707170224411604e-05, "loss": 1.3008, "step": 620 }, { "epoch": 1.55, "learning_rate": 4.693486590038315e-05, "loss": 1.3089, "step": 630 }, { "epoch": 1.57, "learning_rate": 4.679802955665025e-05, "loss": 1.4767, "step": 640 }, { "epoch": 1.6, "learning_rate": 4.666119321291735e-05, "loss": 1.3715, "step": 650 }, { "epoch": 1.62, "learning_rate": 4.652435686918446e-05, "loss": 1.3359, "step": 660 }, { "epoch": 1.65, "learning_rate": 4.638752052545156e-05, "loss": 1.38, "step": 670 }, { "epoch": 1.67, "learning_rate": 4.6250684181718664e-05, "loss": 1.4252, "step": 680 }, { "epoch": 1.7, "learning_rate": 4.611384783798577e-05, "loss": 1.2751, "step": 690 }, { "epoch": 1.72, "learning_rate": 4.597701149425287e-05, "loss": 1.4558, "step": 700 }, { "epoch": 1.75, "learning_rate": 4.5840175150519984e-05, "loss": 1.3744, "step": 710 }, { "epoch": 1.77, "learning_rate": 4.570333880678708e-05, "loss": 1.3676, "step": 720 }, { "epoch": 1.79, "learning_rate": 4.5566502463054186e-05, "loss": 1.3031, "step": 730 }, { "epoch": 1.82, "learning_rate": 4.54296661193213e-05, "loss": 1.346, "step": 740 }, { "epoch": 1.84, "learning_rate": 4.5292829775588395e-05, "loss": 1.337, "step": 750 }, { "epoch": 1.87, "learning_rate": 4.5155993431855506e-05, "loss": 1.318, "step": 760 }, { "epoch": 1.89, "learning_rate": 4.501915708812261e-05, "loss": 1.4677, "step": 770 }, { "epoch": 1.92, "learning_rate": 4.488232074438971e-05, "loss": 1.2769, "step": 780 }, { "epoch": 1.94, "learning_rate": 4.474548440065682e-05, "loss": 1.2428, "step": 790 }, { "epoch": 1.97, "learning_rate": 4.460864805692392e-05, "loss": 1.2961, "step": 800 }, { "epoch": 1.99, "learning_rate": 4.447181171319103e-05, "loss": 1.3126, "step": 810 }, { "epoch": 2.0, "eval_accuracy": 0.8399308556611927, "eval_loss": 0.7987398505210876, "eval_runtime": 27.7317, "eval_samples_per_second": 208.606, "eval_steps_per_second": 6.527, "step": 813 }, { "epoch": 2.02, "learning_rate": 4.433497536945813e-05, "loss": 1.271, "step": 820 }, { "epoch": 2.04, "learning_rate": 4.419813902572523e-05, "loss": 1.3539, "step": 830 }, { "epoch": 2.07, "learning_rate": 4.406130268199234e-05, "loss": 1.2938, "step": 840 }, { "epoch": 2.09, "learning_rate": 4.3924466338259446e-05, "loss": 1.2817, "step": 850 }, { "epoch": 2.11, "learning_rate": 4.3787629994526544e-05, "loss": 1.2808, "step": 860 }, { "epoch": 2.14, "learning_rate": 4.3650793650793655e-05, "loss": 1.2517, "step": 870 }, { "epoch": 2.16, "learning_rate": 4.351395730706076e-05, "loss": 1.2371, "step": 880 }, { "epoch": 2.19, "learning_rate": 4.3377120963327864e-05, "loss": 1.277, "step": 890 }, { "epoch": 2.21, "learning_rate": 4.324028461959497e-05, "loss": 1.2152, "step": 900 }, { "epoch": 2.24, "learning_rate": 4.3103448275862066e-05, "loss": 1.1733, "step": 910 }, { "epoch": 2.26, "learning_rate": 4.296661193212918e-05, "loss": 1.3563, "step": 920 }, { "epoch": 2.29, "learning_rate": 4.282977558839628e-05, "loss": 1.4114, "step": 930 }, { "epoch": 2.31, "learning_rate": 4.2692939244663386e-05, "loss": 1.1794, "step": 940 }, { "epoch": 2.34, "learning_rate": 4.255610290093049e-05, "loss": 1.2454, "step": 950 }, { "epoch": 2.36, "learning_rate": 4.2419266557197594e-05, "loss": 1.2245, "step": 960 }, { "epoch": 2.38, "learning_rate": 4.22824302134647e-05, "loss": 1.2197, "step": 970 }, { "epoch": 2.41, "learning_rate": 4.21455938697318e-05, "loss": 1.3025, "step": 980 }, { "epoch": 2.43, "learning_rate": 4.200875752599891e-05, "loss": 1.1717, "step": 990 }, { "epoch": 2.46, "learning_rate": 4.187192118226601e-05, "loss": 1.2077, "step": 1000 }, { "epoch": 2.48, "learning_rate": 4.1735084838533116e-05, "loss": 1.3137, "step": 1010 }, { "epoch": 2.51, "learning_rate": 4.159824849480022e-05, "loss": 1.2348, "step": 1020 }, { "epoch": 2.53, "learning_rate": 4.1461412151067325e-05, "loss": 1.2611, "step": 1030 }, { "epoch": 2.56, "learning_rate": 4.132457580733443e-05, "loss": 1.0912, "step": 1040 }, { "epoch": 2.58, "learning_rate": 4.1187739463601534e-05, "loss": 1.3145, "step": 1050 }, { "epoch": 2.61, "learning_rate": 4.105090311986864e-05, "loss": 1.2088, "step": 1060 }, { "epoch": 2.63, "learning_rate": 4.091406677613574e-05, "loss": 1.1283, "step": 1070 }, { "epoch": 2.66, "learning_rate": 4.077723043240285e-05, "loss": 1.1388, "step": 1080 }, { "epoch": 2.68, "learning_rate": 4.064039408866995e-05, "loss": 1.2748, "step": 1090 }, { "epoch": 2.7, "learning_rate": 4.050355774493706e-05, "loss": 1.0486, "step": 1100 }, { "epoch": 2.73, "learning_rate": 4.036672140120416e-05, "loss": 1.1514, "step": 1110 }, { "epoch": 2.75, "learning_rate": 4.0229885057471265e-05, "loss": 1.2419, "step": 1120 }, { "epoch": 2.78, "learning_rate": 4.009304871373837e-05, "loss": 1.3025, "step": 1130 }, { "epoch": 2.8, "learning_rate": 3.9956212370005474e-05, "loss": 1.1627, "step": 1140 }, { "epoch": 2.83, "learning_rate": 3.981937602627258e-05, "loss": 1.2263, "step": 1150 }, { "epoch": 2.85, "learning_rate": 3.968253968253968e-05, "loss": 1.1918, "step": 1160 }, { "epoch": 2.88, "learning_rate": 3.954570333880679e-05, "loss": 1.2337, "step": 1170 }, { "epoch": 2.9, "learning_rate": 3.94088669950739e-05, "loss": 1.325, "step": 1180 }, { "epoch": 2.93, "learning_rate": 3.9272030651340996e-05, "loss": 1.1631, "step": 1190 }, { "epoch": 2.95, "learning_rate": 3.91351943076081e-05, "loss": 1.2506, "step": 1200 }, { "epoch": 2.97, "learning_rate": 3.899835796387521e-05, "loss": 1.2831, "step": 1210 }, { "epoch": 3.0, "learning_rate": 3.886152162014231e-05, "loss": 1.2335, "step": 1220 }, { "epoch": 3.0, "eval_accuracy": 0.8741573033707866, "eval_loss": 0.6398221254348755, "eval_runtime": 27.2608, "eval_samples_per_second": 212.209, "eval_steps_per_second": 6.64, "step": 1220 }, { "epoch": 3.02, "learning_rate": 3.872468527640942e-05, "loss": 1.1144, "step": 1230 }, { "epoch": 3.05, "learning_rate": 3.858784893267652e-05, "loss": 1.1746, "step": 1240 }, { "epoch": 3.07, "learning_rate": 3.845101258894362e-05, "loss": 1.1363, "step": 1250 }, { "epoch": 3.1, "learning_rate": 3.831417624521073e-05, "loss": 1.1003, "step": 1260 }, { "epoch": 3.12, "learning_rate": 3.817733990147783e-05, "loss": 1.1743, "step": 1270 }, { "epoch": 3.15, "learning_rate": 3.8040503557744935e-05, "loss": 1.1832, "step": 1280 }, { "epoch": 3.17, "learning_rate": 3.7903667214012047e-05, "loss": 1.1495, "step": 1290 }, { "epoch": 3.2, "learning_rate": 3.7766830870279144e-05, "loss": 1.1282, "step": 1300 }, { "epoch": 3.22, "learning_rate": 3.7629994526546255e-05, "loss": 1.1273, "step": 1310 }, { "epoch": 3.25, "learning_rate": 3.749315818281336e-05, "loss": 1.0586, "step": 1320 }, { "epoch": 3.27, "learning_rate": 3.735632183908046e-05, "loss": 1.1353, "step": 1330 }, { "epoch": 3.29, "learning_rate": 3.721948549534757e-05, "loss": 1.0796, "step": 1340 }, { "epoch": 3.32, "learning_rate": 3.7082649151614666e-05, "loss": 1.1132, "step": 1350 }, { "epoch": 3.34, "learning_rate": 3.694581280788178e-05, "loss": 1.0474, "step": 1360 }, { "epoch": 3.37, "learning_rate": 3.680897646414888e-05, "loss": 1.1392, "step": 1370 }, { "epoch": 3.39, "learning_rate": 3.667214012041598e-05, "loss": 1.1334, "step": 1380 }, { "epoch": 3.42, "learning_rate": 3.653530377668309e-05, "loss": 1.0506, "step": 1390 }, { "epoch": 3.44, "learning_rate": 3.6398467432950195e-05, "loss": 1.1107, "step": 1400 }, { "epoch": 3.47, "learning_rate": 3.62616310892173e-05, "loss": 1.1643, "step": 1410 }, { "epoch": 3.49, "learning_rate": 3.6124794745484404e-05, "loss": 1.0167, "step": 1420 }, { "epoch": 3.52, "learning_rate": 3.598795840175151e-05, "loss": 1.2377, "step": 1430 }, { "epoch": 3.54, "learning_rate": 3.585112205801861e-05, "loss": 1.0392, "step": 1440 }, { "epoch": 3.56, "learning_rate": 3.571428571428572e-05, "loss": 1.1304, "step": 1450 }, { "epoch": 3.59, "learning_rate": 3.5577449370552815e-05, "loss": 1.2185, "step": 1460 }, { "epoch": 3.61, "learning_rate": 3.5440613026819926e-05, "loss": 1.0848, "step": 1470 }, { "epoch": 3.64, "learning_rate": 3.530377668308703e-05, "loss": 1.1142, "step": 1480 }, { "epoch": 3.66, "learning_rate": 3.5166940339354135e-05, "loss": 1.0458, "step": 1490 }, { "epoch": 3.69, "learning_rate": 3.503010399562124e-05, "loss": 1.041, "step": 1500 }, { "epoch": 3.71, "learning_rate": 3.489326765188834e-05, "loss": 1.119, "step": 1510 }, { "epoch": 3.74, "learning_rate": 3.475643130815545e-05, "loss": 1.0259, "step": 1520 }, { "epoch": 3.76, "learning_rate": 3.461959496442255e-05, "loss": 1.14, "step": 1530 }, { "epoch": 3.79, "learning_rate": 3.4482758620689657e-05, "loss": 0.994, "step": 1540 }, { "epoch": 3.81, "learning_rate": 3.434592227695676e-05, "loss": 1.011, "step": 1550 }, { "epoch": 3.84, "learning_rate": 3.4209085933223865e-05, "loss": 1.0745, "step": 1560 }, { "epoch": 3.86, "learning_rate": 3.407224958949097e-05, "loss": 1.0777, "step": 1570 }, { "epoch": 3.88, "learning_rate": 3.3935413245758074e-05, "loss": 1.1397, "step": 1580 }, { "epoch": 3.91, "learning_rate": 3.379857690202518e-05, "loss": 1.0727, "step": 1590 }, { "epoch": 3.93, "learning_rate": 3.366174055829228e-05, "loss": 1.0662, "step": 1600 }, { "epoch": 3.96, "learning_rate": 3.352490421455939e-05, "loss": 1.0208, "step": 1610 }, { "epoch": 3.98, "learning_rate": 3.338806787082649e-05, "loss": 1.1244, "step": 1620 }, { "epoch": 4.0, "eval_accuracy": 0.9040622299049266, "eval_loss": 0.497685045003891, "eval_runtime": 27.8668, "eval_samples_per_second": 207.595, "eval_steps_per_second": 6.495, "step": 1627 }, { "epoch": 4.01, "learning_rate": 3.3251231527093596e-05, "loss": 0.9674, "step": 1630 }, { "epoch": 4.03, "learning_rate": 3.31143951833607e-05, "loss": 1.0643, "step": 1640 }, { "epoch": 4.06, "learning_rate": 3.297755883962781e-05, "loss": 1.0174, "step": 1650 }, { "epoch": 4.08, "learning_rate": 3.284072249589491e-05, "loss": 1.0732, "step": 1660 }, { "epoch": 4.11, "learning_rate": 3.2703886152162014e-05, "loss": 1.0587, "step": 1670 }, { "epoch": 4.13, "learning_rate": 3.256704980842912e-05, "loss": 1.0531, "step": 1680 }, { "epoch": 4.15, "learning_rate": 3.243021346469622e-05, "loss": 1.0491, "step": 1690 }, { "epoch": 4.18, "learning_rate": 3.2293377120963334e-05, "loss": 0.9433, "step": 1700 }, { "epoch": 4.2, "learning_rate": 3.215654077723043e-05, "loss": 0.9851, "step": 1710 }, { "epoch": 4.23, "learning_rate": 3.2019704433497536e-05, "loss": 1.0559, "step": 1720 }, { "epoch": 4.25, "learning_rate": 3.188286808976465e-05, "loss": 0.9604, "step": 1730 }, { "epoch": 4.28, "learning_rate": 3.1746031746031745e-05, "loss": 0.9938, "step": 1740 }, { "epoch": 4.3, "learning_rate": 3.160919540229885e-05, "loss": 1.0587, "step": 1750 }, { "epoch": 4.33, "learning_rate": 3.147235905856596e-05, "loss": 0.9771, "step": 1760 }, { "epoch": 4.35, "learning_rate": 3.133552271483306e-05, "loss": 1.0232, "step": 1770 }, { "epoch": 4.38, "learning_rate": 3.119868637110017e-05, "loss": 1.014, "step": 1780 }, { "epoch": 4.4, "learning_rate": 3.1061850027367273e-05, "loss": 0.9797, "step": 1790 }, { "epoch": 4.43, "learning_rate": 3.092501368363437e-05, "loss": 0.9898, "step": 1800 }, { "epoch": 4.45, "learning_rate": 3.078817733990148e-05, "loss": 1.0044, "step": 1810 }, { "epoch": 4.47, "learning_rate": 3.065134099616858e-05, "loss": 1.0723, "step": 1820 }, { "epoch": 4.5, "learning_rate": 3.0514504652435688e-05, "loss": 1.0545, "step": 1830 }, { "epoch": 4.52, "learning_rate": 3.0377668308702795e-05, "loss": 0.9979, "step": 1840 }, { "epoch": 4.55, "learning_rate": 3.0240831964969896e-05, "loss": 0.9971, "step": 1850 }, { "epoch": 4.57, "learning_rate": 3.0103995621237e-05, "loss": 1.0341, "step": 1860 }, { "epoch": 4.6, "learning_rate": 2.996715927750411e-05, "loss": 0.9853, "step": 1870 }, { "epoch": 4.62, "learning_rate": 2.983032293377121e-05, "loss": 1.0434, "step": 1880 }, { "epoch": 4.65, "learning_rate": 2.9693486590038317e-05, "loss": 0.94, "step": 1890 }, { "epoch": 4.67, "learning_rate": 2.9556650246305422e-05, "loss": 1.0002, "step": 1900 }, { "epoch": 4.7, "learning_rate": 2.9419813902572523e-05, "loss": 0.9252, "step": 1910 }, { "epoch": 4.72, "learning_rate": 2.928297755883963e-05, "loss": 0.8899, "step": 1920 }, { "epoch": 4.74, "learning_rate": 2.914614121510673e-05, "loss": 1.0344, "step": 1930 }, { "epoch": 4.77, "learning_rate": 2.900930487137384e-05, "loss": 1.008, "step": 1940 }, { "epoch": 4.79, "learning_rate": 2.8872468527640944e-05, "loss": 0.9935, "step": 1950 }, { "epoch": 4.82, "learning_rate": 2.8735632183908045e-05, "loss": 1.0432, "step": 1960 }, { "epoch": 4.84, "learning_rate": 2.8598795840175153e-05, "loss": 0.9235, "step": 1970 }, { "epoch": 4.87, "learning_rate": 2.8461959496442257e-05, "loss": 0.9564, "step": 1980 }, { "epoch": 4.89, "learning_rate": 2.8325123152709358e-05, "loss": 0.9873, "step": 1990 }, { "epoch": 4.92, "learning_rate": 2.8188286808976466e-05, "loss": 1.0216, "step": 2000 }, { "epoch": 4.94, "learning_rate": 2.8051450465243574e-05, "loss": 0.9, "step": 2010 }, { "epoch": 4.97, "learning_rate": 2.7914614121510675e-05, "loss": 0.9814, "step": 2020 }, { "epoch": 4.99, "learning_rate": 2.777777777777778e-05, "loss": 0.9785, "step": 2030 }, { "epoch": 5.0, "eval_accuracy": 0.9139152981849611, "eval_loss": 0.4472927749156952, "eval_runtime": 27.773, "eval_samples_per_second": 208.296, "eval_steps_per_second": 6.517, "step": 2033 }, { "epoch": 5.02, "learning_rate": 2.764094143404488e-05, "loss": 0.97, "step": 2040 }, { "epoch": 5.04, "learning_rate": 2.7504105090311988e-05, "loss": 0.9339, "step": 2050 }, { "epoch": 5.06, "learning_rate": 2.7367268746579096e-05, "loss": 0.8636, "step": 2060 }, { "epoch": 5.09, "learning_rate": 2.7230432402846197e-05, "loss": 0.8525, "step": 2070 }, { "epoch": 5.11, "learning_rate": 2.70935960591133e-05, "loss": 0.9281, "step": 2080 }, { "epoch": 5.14, "learning_rate": 2.695675971538041e-05, "loss": 0.9573, "step": 2090 }, { "epoch": 5.16, "learning_rate": 2.681992337164751e-05, "loss": 1.0129, "step": 2100 }, { "epoch": 5.19, "learning_rate": 2.6683087027914618e-05, "loss": 0.9568, "step": 2110 }, { "epoch": 5.21, "learning_rate": 2.6546250684181722e-05, "loss": 0.8739, "step": 2120 }, { "epoch": 5.24, "learning_rate": 2.6409414340448823e-05, "loss": 1.0142, "step": 2130 }, { "epoch": 5.26, "learning_rate": 2.627257799671593e-05, "loss": 0.8615, "step": 2140 }, { "epoch": 5.29, "learning_rate": 2.6135741652983032e-05, "loss": 0.9213, "step": 2150 }, { "epoch": 5.31, "learning_rate": 2.5998905309250136e-05, "loss": 0.9751, "step": 2160 }, { "epoch": 5.33, "learning_rate": 2.5862068965517244e-05, "loss": 0.9144, "step": 2170 }, { "epoch": 5.36, "learning_rate": 2.5725232621784345e-05, "loss": 0.8717, "step": 2180 }, { "epoch": 5.38, "learning_rate": 2.5588396278051453e-05, "loss": 1.0529, "step": 2190 }, { "epoch": 5.41, "learning_rate": 2.5451559934318557e-05, "loss": 0.9158, "step": 2200 }, { "epoch": 5.43, "learning_rate": 2.531472359058566e-05, "loss": 0.9584, "step": 2210 }, { "epoch": 5.46, "learning_rate": 2.5177887246852766e-05, "loss": 0.9806, "step": 2220 }, { "epoch": 5.48, "learning_rate": 2.5041050903119874e-05, "loss": 0.8941, "step": 2230 }, { "epoch": 5.51, "learning_rate": 2.4904214559386975e-05, "loss": 0.9625, "step": 2240 }, { "epoch": 5.53, "learning_rate": 2.476737821565408e-05, "loss": 0.9277, "step": 2250 }, { "epoch": 5.56, "learning_rate": 2.4630541871921184e-05, "loss": 0.9645, "step": 2260 }, { "epoch": 5.58, "learning_rate": 2.4493705528188288e-05, "loss": 0.9162, "step": 2270 }, { "epoch": 5.61, "learning_rate": 2.4356869184455393e-05, "loss": 0.8772, "step": 2280 }, { "epoch": 5.63, "learning_rate": 2.4220032840722497e-05, "loss": 0.9556, "step": 2290 }, { "epoch": 5.65, "learning_rate": 2.40831964969896e-05, "loss": 0.885, "step": 2300 }, { "epoch": 5.68, "learning_rate": 2.3946360153256706e-05, "loss": 0.7871, "step": 2310 }, { "epoch": 5.7, "learning_rate": 2.380952380952381e-05, "loss": 0.8639, "step": 2320 }, { "epoch": 5.73, "learning_rate": 2.3672687465790915e-05, "loss": 0.9446, "step": 2330 }, { "epoch": 5.75, "learning_rate": 2.353585112205802e-05, "loss": 0.8905, "step": 2340 }, { "epoch": 5.78, "learning_rate": 2.3399014778325123e-05, "loss": 0.9502, "step": 2350 }, { "epoch": 5.8, "learning_rate": 2.326217843459223e-05, "loss": 0.9842, "step": 2360 }, { "epoch": 5.83, "learning_rate": 2.3125342090859332e-05, "loss": 0.8827, "step": 2370 }, { "epoch": 5.85, "learning_rate": 2.2988505747126437e-05, "loss": 0.8861, "step": 2380 }, { "epoch": 5.88, "learning_rate": 2.285166940339354e-05, "loss": 0.9701, "step": 2390 }, { "epoch": 5.9, "learning_rate": 2.271483305966065e-05, "loss": 0.8456, "step": 2400 }, { "epoch": 5.93, "learning_rate": 2.2577996715927753e-05, "loss": 0.8858, "step": 2410 }, { "epoch": 5.95, "learning_rate": 2.2441160372194854e-05, "loss": 0.8431, "step": 2420 }, { "epoch": 5.97, "learning_rate": 2.230432402846196e-05, "loss": 0.9466, "step": 2430 }, { "epoch": 6.0, "learning_rate": 2.2167487684729066e-05, "loss": 0.9625, "step": 2440 }, { "epoch": 6.0, "eval_accuracy": 0.9199654278305963, "eval_loss": 0.3929709494113922, "eval_runtime": 27.3929, "eval_samples_per_second": 211.186, "eval_steps_per_second": 6.608, "step": 2440 }, { "epoch": 6.02, "learning_rate": 2.203065134099617e-05, "loss": 0.886, "step": 2450 }, { "epoch": 6.05, "learning_rate": 2.1893814997263272e-05, "loss": 0.8862, "step": 2460 }, { "epoch": 6.07, "learning_rate": 2.175697865353038e-05, "loss": 0.8938, "step": 2470 }, { "epoch": 6.1, "learning_rate": 2.1620142309797484e-05, "loss": 0.8165, "step": 2480 }, { "epoch": 6.12, "learning_rate": 2.148330596606459e-05, "loss": 0.8117, "step": 2490 }, { "epoch": 6.15, "learning_rate": 2.1346469622331693e-05, "loss": 0.8538, "step": 2500 }, { "epoch": 6.17, "learning_rate": 2.1209633278598797e-05, "loss": 0.8646, "step": 2510 }, { "epoch": 6.2, "learning_rate": 2.10727969348659e-05, "loss": 0.8506, "step": 2520 }, { "epoch": 6.22, "learning_rate": 2.0935960591133006e-05, "loss": 0.9332, "step": 2530 }, { "epoch": 6.24, "learning_rate": 2.079912424740011e-05, "loss": 0.7804, "step": 2540 }, { "epoch": 6.27, "learning_rate": 2.0662287903667215e-05, "loss": 0.8503, "step": 2550 }, { "epoch": 6.29, "learning_rate": 2.052545155993432e-05, "loss": 0.8818, "step": 2560 }, { "epoch": 6.32, "learning_rate": 2.0388615216201424e-05, "loss": 0.7721, "step": 2570 }, { "epoch": 6.34, "learning_rate": 2.025177887246853e-05, "loss": 0.8895, "step": 2580 }, { "epoch": 6.37, "learning_rate": 2.0114942528735632e-05, "loss": 0.8575, "step": 2590 }, { "epoch": 6.39, "learning_rate": 1.9978106185002737e-05, "loss": 0.8596, "step": 2600 }, { "epoch": 6.42, "learning_rate": 1.984126984126984e-05, "loss": 0.8394, "step": 2610 }, { "epoch": 6.44, "learning_rate": 1.970443349753695e-05, "loss": 0.8782, "step": 2620 }, { "epoch": 6.47, "learning_rate": 1.956759715380405e-05, "loss": 0.7369, "step": 2630 }, { "epoch": 6.49, "learning_rate": 1.9430760810071154e-05, "loss": 0.8684, "step": 2640 }, { "epoch": 6.52, "learning_rate": 1.929392446633826e-05, "loss": 0.8494, "step": 2650 }, { "epoch": 6.54, "learning_rate": 1.9157088122605367e-05, "loss": 0.764, "step": 2660 }, { "epoch": 6.56, "learning_rate": 1.9020251778872468e-05, "loss": 0.855, "step": 2670 }, { "epoch": 6.59, "learning_rate": 1.8883415435139572e-05, "loss": 0.8766, "step": 2680 }, { "epoch": 6.61, "learning_rate": 1.874657909140668e-05, "loss": 0.8737, "step": 2690 }, { "epoch": 6.64, "learning_rate": 1.8609742747673784e-05, "loss": 0.8441, "step": 2700 }, { "epoch": 6.66, "learning_rate": 1.847290640394089e-05, "loss": 0.8257, "step": 2710 }, { "epoch": 6.69, "learning_rate": 1.833607006020799e-05, "loss": 0.8367, "step": 2720 }, { "epoch": 6.71, "learning_rate": 1.8199233716475097e-05, "loss": 0.8218, "step": 2730 }, { "epoch": 6.74, "learning_rate": 1.8062397372742202e-05, "loss": 0.7645, "step": 2740 }, { "epoch": 6.76, "learning_rate": 1.7925561029009306e-05, "loss": 0.8305, "step": 2750 }, { "epoch": 6.79, "learning_rate": 1.7788724685276407e-05, "loss": 0.8306, "step": 2760 }, { "epoch": 6.81, "learning_rate": 1.7651888341543515e-05, "loss": 0.9052, "step": 2770 }, { "epoch": 6.83, "learning_rate": 1.751505199781062e-05, "loss": 0.7477, "step": 2780 }, { "epoch": 6.86, "learning_rate": 1.7378215654077724e-05, "loss": 0.8458, "step": 2790 }, { "epoch": 6.88, "learning_rate": 1.7241379310344828e-05, "loss": 0.901, "step": 2800 }, { "epoch": 6.91, "learning_rate": 1.7104542966611933e-05, "loss": 0.8307, "step": 2810 }, { "epoch": 6.93, "learning_rate": 1.6967706622879037e-05, "loss": 0.8201, "step": 2820 }, { "epoch": 6.96, "learning_rate": 1.683087027914614e-05, "loss": 0.8514, "step": 2830 }, { "epoch": 6.98, "learning_rate": 1.6694033935413246e-05, "loss": 0.8414, "step": 2840 }, { "epoch": 7.0, "eval_accuracy": 0.9327571305099395, "eval_loss": 0.3537824749946594, "eval_runtime": 27.9648, "eval_samples_per_second": 206.867, "eval_steps_per_second": 6.472, "step": 2847 }, { "epoch": 7.01, "learning_rate": 1.655719759168035e-05, "loss": 0.9236, "step": 2850 }, { "epoch": 7.03, "learning_rate": 1.6420361247947455e-05, "loss": 0.8118, "step": 2860 }, { "epoch": 7.06, "learning_rate": 1.628352490421456e-05, "loss": 0.8715, "step": 2870 }, { "epoch": 7.08, "learning_rate": 1.6146688560481667e-05, "loss": 0.8181, "step": 2880 }, { "epoch": 7.11, "learning_rate": 1.6009852216748768e-05, "loss": 0.8577, "step": 2890 }, { "epoch": 7.13, "learning_rate": 1.5873015873015872e-05, "loss": 0.7951, "step": 2900 }, { "epoch": 7.15, "learning_rate": 1.573617952928298e-05, "loss": 0.8414, "step": 2910 }, { "epoch": 7.18, "learning_rate": 1.5599343185550085e-05, "loss": 0.8405, "step": 2920 }, { "epoch": 7.2, "learning_rate": 1.5462506841817186e-05, "loss": 0.8375, "step": 2930 }, { "epoch": 7.23, "learning_rate": 1.532567049808429e-05, "loss": 0.8256, "step": 2940 }, { "epoch": 7.25, "learning_rate": 1.5188834154351398e-05, "loss": 0.9106, "step": 2950 }, { "epoch": 7.28, "learning_rate": 1.50519978106185e-05, "loss": 0.7944, "step": 2960 }, { "epoch": 7.3, "learning_rate": 1.4915161466885605e-05, "loss": 0.8647, "step": 2970 }, { "epoch": 7.33, "learning_rate": 1.4778325123152711e-05, "loss": 0.7921, "step": 2980 }, { "epoch": 7.35, "learning_rate": 1.4641488779419815e-05, "loss": 0.7978, "step": 2990 }, { "epoch": 7.38, "learning_rate": 1.450465243568692e-05, "loss": 0.8136, "step": 3000 }, { "epoch": 7.4, "learning_rate": 1.4367816091954022e-05, "loss": 0.8278, "step": 3010 }, { "epoch": 7.42, "learning_rate": 1.4230979748221129e-05, "loss": 0.8061, "step": 3020 }, { "epoch": 7.45, "learning_rate": 1.4094143404488233e-05, "loss": 0.7277, "step": 3030 }, { "epoch": 7.47, "learning_rate": 1.3957307060755337e-05, "loss": 0.809, "step": 3040 }, { "epoch": 7.5, "learning_rate": 1.382047071702244e-05, "loss": 0.8359, "step": 3050 }, { "epoch": 7.52, "learning_rate": 1.3683634373289548e-05, "loss": 0.8107, "step": 3060 }, { "epoch": 7.55, "learning_rate": 1.354679802955665e-05, "loss": 0.8016, "step": 3070 }, { "epoch": 7.57, "learning_rate": 1.3409961685823755e-05, "loss": 0.8512, "step": 3080 }, { "epoch": 7.6, "learning_rate": 1.3273125342090861e-05, "loss": 0.7948, "step": 3090 }, { "epoch": 7.62, "learning_rate": 1.3136288998357965e-05, "loss": 0.8081, "step": 3100 }, { "epoch": 7.65, "learning_rate": 1.2999452654625068e-05, "loss": 0.854, "step": 3110 }, { "epoch": 7.67, "learning_rate": 1.2862616310892173e-05, "loss": 0.8504, "step": 3120 }, { "epoch": 7.7, "learning_rate": 1.2725779967159279e-05, "loss": 0.824, "step": 3130 }, { "epoch": 7.72, "learning_rate": 1.2588943623426383e-05, "loss": 0.8119, "step": 3140 }, { "epoch": 7.74, "learning_rate": 1.2452107279693487e-05, "loss": 0.8304, "step": 3150 }, { "epoch": 7.77, "learning_rate": 1.2315270935960592e-05, "loss": 0.7737, "step": 3160 }, { "epoch": 7.79, "learning_rate": 1.2178434592227696e-05, "loss": 0.8032, "step": 3170 }, { "epoch": 7.82, "learning_rate": 1.20415982484948e-05, "loss": 0.8448, "step": 3180 }, { "epoch": 7.84, "learning_rate": 1.1904761904761905e-05, "loss": 0.755, "step": 3190 }, { "epoch": 7.87, "learning_rate": 1.176792556102901e-05, "loss": 0.812, "step": 3200 }, { "epoch": 7.89, "learning_rate": 1.1631089217296116e-05, "loss": 0.8194, "step": 3210 }, { "epoch": 7.92, "learning_rate": 1.1494252873563218e-05, "loss": 0.8348, "step": 3220 }, { "epoch": 7.94, "learning_rate": 1.1357416529830324e-05, "loss": 0.7492, "step": 3230 }, { "epoch": 7.97, "learning_rate": 1.1220580186097427e-05, "loss": 0.8227, "step": 3240 }, { "epoch": 7.99, "learning_rate": 1.1083743842364533e-05, "loss": 0.8336, "step": 3250 }, { "epoch": 8.0, "eval_accuracy": 0.9334485738980121, "eval_loss": 0.3332645893096924, "eval_runtime": 29.4073, "eval_samples_per_second": 196.72, "eval_steps_per_second": 6.155, "step": 3254 }, { "epoch": 8.01, "learning_rate": 1.0946907498631636e-05, "loss": 0.7665, "step": 3260 }, { "epoch": 8.04, "learning_rate": 1.0810071154898742e-05, "loss": 0.807, "step": 3270 }, { "epoch": 8.06, "learning_rate": 1.0673234811165846e-05, "loss": 0.8521, "step": 3280 }, { "epoch": 8.09, "learning_rate": 1.053639846743295e-05, "loss": 0.7569, "step": 3290 }, { "epoch": 8.11, "learning_rate": 1.0399562123700055e-05, "loss": 0.7465, "step": 3300 }, { "epoch": 8.14, "learning_rate": 1.026272577996716e-05, "loss": 0.8432, "step": 3310 }, { "epoch": 8.16, "learning_rate": 1.0125889436234266e-05, "loss": 0.7659, "step": 3320 }, { "epoch": 8.19, "learning_rate": 9.989053092501368e-06, "loss": 0.7682, "step": 3330 }, { "epoch": 8.21, "learning_rate": 9.852216748768475e-06, "loss": 0.7285, "step": 3340 }, { "epoch": 8.24, "learning_rate": 9.715380405035577e-06, "loss": 0.8721, "step": 3350 }, { "epoch": 8.26, "learning_rate": 9.578544061302683e-06, "loss": 0.761, "step": 3360 }, { "epoch": 8.29, "learning_rate": 9.441707717569786e-06, "loss": 0.7812, "step": 3370 }, { "epoch": 8.31, "learning_rate": 9.304871373836892e-06, "loss": 0.8125, "step": 3380 }, { "epoch": 8.33, "learning_rate": 9.168035030103995e-06, "loss": 0.8344, "step": 3390 }, { "epoch": 8.36, "learning_rate": 9.031198686371101e-06, "loss": 0.7884, "step": 3400 }, { "epoch": 8.38, "learning_rate": 8.894362342638204e-06, "loss": 0.7692, "step": 3410 }, { "epoch": 8.41, "learning_rate": 8.75752599890531e-06, "loss": 0.875, "step": 3420 }, { "epoch": 8.43, "learning_rate": 8.620689655172414e-06, "loss": 0.7938, "step": 3430 }, { "epoch": 8.46, "learning_rate": 8.483853311439519e-06, "loss": 0.7749, "step": 3440 }, { "epoch": 8.48, "learning_rate": 8.347016967706623e-06, "loss": 0.7628, "step": 3450 }, { "epoch": 8.51, "learning_rate": 8.210180623973727e-06, "loss": 0.8007, "step": 3460 }, { "epoch": 8.53, "learning_rate": 8.073344280240833e-06, "loss": 0.7281, "step": 3470 }, { "epoch": 8.56, "learning_rate": 7.936507936507936e-06, "loss": 0.7633, "step": 3480 }, { "epoch": 8.58, "learning_rate": 7.799671592775042e-06, "loss": 0.8202, "step": 3490 }, { "epoch": 8.6, "learning_rate": 7.662835249042145e-06, "loss": 0.8123, "step": 3500 }, { "epoch": 8.63, "learning_rate": 7.52599890530925e-06, "loss": 0.8223, "step": 3510 }, { "epoch": 8.65, "learning_rate": 7.3891625615763555e-06, "loss": 0.8456, "step": 3520 }, { "epoch": 8.68, "learning_rate": 7.25232621784346e-06, "loss": 0.752, "step": 3530 }, { "epoch": 8.7, "learning_rate": 7.115489874110564e-06, "loss": 0.7942, "step": 3540 }, { "epoch": 8.73, "learning_rate": 6.978653530377669e-06, "loss": 0.7635, "step": 3550 }, { "epoch": 8.75, "learning_rate": 6.841817186644774e-06, "loss": 0.7014, "step": 3560 }, { "epoch": 8.78, "learning_rate": 6.7049808429118775e-06, "loss": 0.7572, "step": 3570 }, { "epoch": 8.8, "learning_rate": 6.568144499178983e-06, "loss": 0.7816, "step": 3580 }, { "epoch": 8.83, "learning_rate": 6.431308155446086e-06, "loss": 0.7336, "step": 3590 }, { "epoch": 8.85, "learning_rate": 6.2944718117131915e-06, "loss": 0.7665, "step": 3600 }, { "epoch": 8.88, "learning_rate": 6.157635467980296e-06, "loss": 0.7669, "step": 3610 }, { "epoch": 8.9, "learning_rate": 6.0207991242474e-06, "loss": 0.7587, "step": 3620 }, { "epoch": 8.92, "learning_rate": 5.883962780514505e-06, "loss": 0.8309, "step": 3630 }, { "epoch": 8.95, "learning_rate": 5.747126436781609e-06, "loss": 0.7201, "step": 3640 }, { "epoch": 8.97, "learning_rate": 5.6102900930487136e-06, "loss": 0.736, "step": 3650 }, { "epoch": 9.0, "learning_rate": 5.473453749315818e-06, "loss": 0.758, "step": 3660 }, { "epoch": 9.0, "eval_accuracy": 0.9405358686257562, "eval_loss": 0.3180586099624634, "eval_runtime": 28.3456, "eval_samples_per_second": 204.088, "eval_steps_per_second": 6.385, "step": 3660 }, { "epoch": 9.02, "learning_rate": 5.336617405582923e-06, "loss": 0.6856, "step": 3670 }, { "epoch": 9.05, "learning_rate": 5.199781061850028e-06, "loss": 0.8134, "step": 3680 }, { "epoch": 9.07, "learning_rate": 5.062944718117133e-06, "loss": 0.8841, "step": 3690 }, { "epoch": 9.1, "learning_rate": 4.926108374384237e-06, "loss": 0.7623, "step": 3700 }, { "epoch": 9.12, "learning_rate": 4.789272030651342e-06, "loss": 0.7488, "step": 3710 }, { "epoch": 9.15, "learning_rate": 4.652435686918446e-06, "loss": 0.7433, "step": 3720 }, { "epoch": 9.17, "learning_rate": 4.5155993431855505e-06, "loss": 0.7512, "step": 3730 }, { "epoch": 9.19, "learning_rate": 4.378762999452655e-06, "loss": 0.7725, "step": 3740 }, { "epoch": 9.22, "learning_rate": 4.241926655719759e-06, "loss": 0.7567, "step": 3750 }, { "epoch": 9.24, "learning_rate": 4.105090311986864e-06, "loss": 0.7213, "step": 3760 }, { "epoch": 9.27, "learning_rate": 3.968253968253968e-06, "loss": 0.75, "step": 3770 }, { "epoch": 9.29, "learning_rate": 3.8314176245210725e-06, "loss": 0.7999, "step": 3780 }, { "epoch": 9.32, "learning_rate": 3.6945812807881777e-06, "loss": 0.7489, "step": 3790 }, { "epoch": 9.34, "learning_rate": 3.557744937055282e-06, "loss": 0.7591, "step": 3800 }, { "epoch": 9.37, "learning_rate": 3.420908593322387e-06, "loss": 0.769, "step": 3810 }, { "epoch": 9.39, "learning_rate": 3.2840722495894914e-06, "loss": 0.7171, "step": 3820 }, { "epoch": 9.42, "learning_rate": 3.1472359058565958e-06, "loss": 0.7158, "step": 3830 }, { "epoch": 9.44, "learning_rate": 3.0103995621237e-06, "loss": 0.7132, "step": 3840 }, { "epoch": 9.47, "learning_rate": 2.8735632183908046e-06, "loss": 0.7236, "step": 3850 }, { "epoch": 9.49, "learning_rate": 2.736726874657909e-06, "loss": 0.7361, "step": 3860 }, { "epoch": 9.51, "learning_rate": 2.599890530925014e-06, "loss": 0.6774, "step": 3870 }, { "epoch": 9.54, "learning_rate": 2.4630541871921186e-06, "loss": 0.8082, "step": 3880 }, { "epoch": 9.56, "learning_rate": 2.326217843459223e-06, "loss": 0.776, "step": 3890 }, { "epoch": 9.59, "learning_rate": 2.1893814997263274e-06, "loss": 0.7655, "step": 3900 }, { "epoch": 9.61, "learning_rate": 2.052545155993432e-06, "loss": 0.7834, "step": 3910 }, { "epoch": 9.64, "learning_rate": 1.9157088122605362e-06, "loss": 0.7236, "step": 3920 }, { "epoch": 9.66, "learning_rate": 1.778872468527641e-06, "loss": 0.6974, "step": 3930 }, { "epoch": 9.69, "learning_rate": 1.6420361247947457e-06, "loss": 0.73, "step": 3940 }, { "epoch": 9.71, "learning_rate": 1.50519978106185e-06, "loss": 0.6768, "step": 3950 }, { "epoch": 9.74, "learning_rate": 1.3683634373289545e-06, "loss": 0.7841, "step": 3960 }, { "epoch": 9.76, "learning_rate": 1.2315270935960593e-06, "loss": 0.759, "step": 3970 }, { "epoch": 9.78, "learning_rate": 1.0946907498631637e-06, "loss": 0.7244, "step": 3980 }, { "epoch": 9.81, "learning_rate": 9.578544061302681e-07, "loss": 0.7326, "step": 3990 }, { "epoch": 9.83, "learning_rate": 8.210180623973728e-07, "loss": 0.7484, "step": 4000 }, { "epoch": 9.86, "learning_rate": 6.841817186644772e-07, "loss": 0.7589, "step": 4010 }, { "epoch": 9.88, "learning_rate": 5.473453749315819e-07, "loss": 0.7169, "step": 4020 }, { "epoch": 9.91, "learning_rate": 4.105090311986864e-07, "loss": 0.6762, "step": 4030 }, { "epoch": 9.93, "learning_rate": 2.7367268746579093e-07, "loss": 0.7896, "step": 4040 }, { "epoch": 9.96, "learning_rate": 1.3683634373289546e-07, "loss": 0.8115, "step": 4050 }, { "epoch": 9.98, "learning_rate": 0.0, "loss": 0.7343, "step": 4060 }, { "epoch": 9.98, "eval_accuracy": 0.9403630077787382, "eval_loss": 0.31005963683128357, "eval_runtime": 28.1514, "eval_samples_per_second": 205.496, "eval_steps_per_second": 6.43, "step": 4060 }, { "epoch": 9.98, "step": 4060, "total_flos": 1.3140619208067262e+19, "train_loss": 1.0548507860728673, "train_runtime": 4291.8856, "train_samples_per_second": 121.301, "train_steps_per_second": 0.946 } ], "logging_steps": 10, "max_steps": 4060, "num_input_tokens_seen": 0, "num_train_epochs": 10, "save_steps": 500, "total_flos": 1.3140619208067262e+19, "train_batch_size": 32, "trial_name": null, "trial_params": null }