diff --git "a/checkpoint-11000/trainer_state.json" "b/checkpoint-11000/trainer_state.json" new file mode 100644--- /dev/null +++ "b/checkpoint-11000/trainer_state.json" @@ -0,0 +1,6715 @@ +{ + "best_metric": 0.7957639098167419, + "best_model_checkpoint": "./vit-base-beans/checkpoint-3000", + "epoch": 14.102564102564102, + "global_step": 11000, + "is_hyper_param_search": false, + "is_local_process_zero": true, + "is_world_process_zero": true, + "log_history": [ + { + "epoch": 0.01, + "learning_rate": 0.00019982905982905984, + "loss": 1.8581, + "step": 10 + }, + { + "epoch": 0.03, + "learning_rate": 0.00019965811965811967, + "loss": 1.7758, + "step": 20 + }, + { + "epoch": 0.04, + "learning_rate": 0.0001994871794871795, + "loss": 1.7018, + "step": 30 + }, + { + "epoch": 0.05, + "learning_rate": 0.00019931623931623932, + "loss": 1.5662, + "step": 40 + }, + { + "epoch": 0.06, + "learning_rate": 0.00019914529914529915, + "loss": 1.6721, + "step": 50 + }, + { + "epoch": 0.08, + "learning_rate": 0.00019897435897435898, + "loss": 1.5795, + "step": 60 + }, + { + "epoch": 0.09, + "learning_rate": 0.0001988034188034188, + "loss": 1.5471, + "step": 70 + }, + { + "epoch": 0.1, + "learning_rate": 0.00019863247863247864, + "loss": 1.5363, + "step": 80 + }, + { + "epoch": 0.12, + "learning_rate": 0.00019846153846153847, + "loss": 1.4139, + "step": 90 + }, + { + "epoch": 0.13, + "learning_rate": 0.0001982905982905983, + "loss": 1.4193, + "step": 100 + }, + { + "epoch": 0.14, + "learning_rate": 0.00019811965811965813, + "loss": 1.3853, + "step": 110 + }, + { + "epoch": 0.15, + "learning_rate": 0.00019794871794871796, + "loss": 1.3645, + "step": 120 + }, + { + "epoch": 0.17, + "learning_rate": 0.00019777777777777778, + "loss": 1.4095, + "step": 130 + }, + { + "epoch": 0.18, + "learning_rate": 0.0001976068376068376, + "loss": 1.4114, + "step": 140 + }, + { + "epoch": 0.19, + "learning_rate": 0.00019743589743589744, + "loss": 1.433, + "step": 150 + }, + { + "epoch": 0.21, + "learning_rate": 0.00019726495726495727, + "loss": 1.5094, + "step": 160 + }, + { + "epoch": 0.22, + "learning_rate": 0.00019709401709401713, + "loss": 1.2352, + "step": 170 + }, + { + "epoch": 0.23, + "learning_rate": 0.00019692307692307696, + "loss": 1.2916, + "step": 180 + }, + { + "epoch": 0.24, + "learning_rate": 0.00019675213675213676, + "loss": 1.2965, + "step": 190 + }, + { + "epoch": 0.26, + "learning_rate": 0.00019658119658119659, + "loss": 1.3053, + "step": 200 + }, + { + "epoch": 0.27, + "learning_rate": 0.00019641025641025642, + "loss": 1.3689, + "step": 210 + }, + { + "epoch": 0.28, + "learning_rate": 0.00019623931623931624, + "loss": 1.3519, + "step": 220 + }, + { + "epoch": 0.29, + "learning_rate": 0.00019606837606837607, + "loss": 1.4205, + "step": 230 + }, + { + "epoch": 0.31, + "learning_rate": 0.0001958974358974359, + "loss": 1.2702, + "step": 240 + }, + { + "epoch": 0.32, + "learning_rate": 0.00019572649572649573, + "loss": 1.2631, + "step": 250 + }, + { + "epoch": 0.33, + "learning_rate": 0.00019555555555555556, + "loss": 1.2163, + "step": 260 + }, + { + "epoch": 0.35, + "learning_rate": 0.0001953846153846154, + "loss": 1.1323, + "step": 270 + }, + { + "epoch": 0.36, + "learning_rate": 0.00019521367521367522, + "loss": 1.3013, + "step": 280 + }, + { + "epoch": 0.37, + "learning_rate": 0.00019504273504273505, + "loss": 1.1129, + "step": 290 + }, + { + "epoch": 0.38, + "learning_rate": 0.00019487179487179487, + "loss": 1.4559, + "step": 300 + }, + { + "epoch": 0.4, + "learning_rate": 0.0001947008547008547, + "loss": 1.2784, + "step": 310 + }, + { + "epoch": 0.41, + "learning_rate": 0.00019452991452991453, + "loss": 1.3402, + "step": 320 + }, + { + "epoch": 0.42, + "learning_rate": 0.00019435897435897436, + "loss": 1.2687, + "step": 330 + }, + { + "epoch": 0.44, + "learning_rate": 0.0001941880341880342, + "loss": 1.1328, + "step": 340 + }, + { + "epoch": 0.45, + "learning_rate": 0.00019401709401709402, + "loss": 1.1216, + "step": 350 + }, + { + "epoch": 0.46, + "learning_rate": 0.00019384615384615385, + "loss": 1.0489, + "step": 360 + }, + { + "epoch": 0.47, + "learning_rate": 0.00019367521367521368, + "loss": 1.0993, + "step": 370 + }, + { + "epoch": 0.49, + "learning_rate": 0.0001935042735042735, + "loss": 1.3569, + "step": 380 + }, + { + "epoch": 0.5, + "learning_rate": 0.00019333333333333333, + "loss": 0.9691, + "step": 390 + }, + { + "epoch": 0.51, + "learning_rate": 0.00019316239316239316, + "loss": 1.1364, + "step": 400 + }, + { + "epoch": 0.53, + "learning_rate": 0.000192991452991453, + "loss": 1.104, + "step": 410 + }, + { + "epoch": 0.54, + "learning_rate": 0.00019282051282051282, + "loss": 1.1839, + "step": 420 + }, + { + "epoch": 0.55, + "learning_rate": 0.00019264957264957265, + "loss": 1.1365, + "step": 430 + }, + { + "epoch": 0.56, + "learning_rate": 0.0001924786324786325, + "loss": 0.9201, + "step": 440 + }, + { + "epoch": 0.58, + "learning_rate": 0.00019230769230769233, + "loss": 1.1012, + "step": 450 + }, + { + "epoch": 0.59, + "learning_rate": 0.00019213675213675216, + "loss": 1.042, + "step": 460 + }, + { + "epoch": 0.6, + "learning_rate": 0.000191965811965812, + "loss": 0.9697, + "step": 470 + }, + { + "epoch": 0.62, + "learning_rate": 0.00019179487179487182, + "loss": 1.4043, + "step": 480 + }, + { + "epoch": 0.63, + "learning_rate": 0.00019162393162393165, + "loss": 1.2395, + "step": 490 + }, + { + "epoch": 0.64, + "learning_rate": 0.00019145299145299148, + "loss": 1.193, + "step": 500 + }, + { + "epoch": 0.65, + "learning_rate": 0.0001912820512820513, + "loss": 1.2216, + "step": 510 + }, + { + "epoch": 0.67, + "learning_rate": 0.00019111111111111114, + "loss": 1.0667, + "step": 520 + }, + { + "epoch": 0.68, + "learning_rate": 0.00019094017094017097, + "loss": 1.0327, + "step": 530 + }, + { + "epoch": 0.69, + "learning_rate": 0.0001907692307692308, + "loss": 1.0287, + "step": 540 + }, + { + "epoch": 0.71, + "learning_rate": 0.0001905982905982906, + "loss": 1.0963, + "step": 550 + }, + { + "epoch": 0.72, + "learning_rate": 0.00019042735042735042, + "loss": 1.0812, + "step": 560 + }, + { + "epoch": 0.73, + "learning_rate": 0.00019025641025641025, + "loss": 1.0625, + "step": 570 + }, + { + "epoch": 0.74, + "learning_rate": 0.00019008547008547008, + "loss": 0.8884, + "step": 580 + }, + { + "epoch": 0.76, + "learning_rate": 0.0001899145299145299, + "loss": 0.9661, + "step": 590 + }, + { + "epoch": 0.77, + "learning_rate": 0.00018974358974358974, + "loss": 0.951, + "step": 600 + }, + { + "epoch": 0.78, + "learning_rate": 0.00018957264957264957, + "loss": 0.93, + "step": 610 + }, + { + "epoch": 0.79, + "learning_rate": 0.0001894017094017094, + "loss": 0.8576, + "step": 620 + }, + { + "epoch": 0.81, + "learning_rate": 0.00018923076923076923, + "loss": 1.2505, + "step": 630 + }, + { + "epoch": 0.82, + "learning_rate": 0.00018905982905982906, + "loss": 0.9469, + "step": 640 + }, + { + "epoch": 0.83, + "learning_rate": 0.00018888888888888888, + "loss": 0.9869, + "step": 650 + }, + { + "epoch": 0.85, + "learning_rate": 0.0001887179487179487, + "loss": 1.1052, + "step": 660 + }, + { + "epoch": 0.86, + "learning_rate": 0.00018854700854700854, + "loss": 1.0779, + "step": 670 + }, + { + "epoch": 0.87, + "learning_rate": 0.00018837606837606837, + "loss": 1.0328, + "step": 680 + }, + { + "epoch": 0.88, + "learning_rate": 0.0001882051282051282, + "loss": 1.0377, + "step": 690 + }, + { + "epoch": 0.9, + "learning_rate": 0.00018803418803418803, + "loss": 0.9489, + "step": 700 + }, + { + "epoch": 0.91, + "learning_rate": 0.00018786324786324786, + "loss": 0.8715, + "step": 710 + }, + { + "epoch": 0.92, + "learning_rate": 0.0001876923076923077, + "loss": 0.9167, + "step": 720 + }, + { + "epoch": 0.94, + "learning_rate": 0.00018752136752136754, + "loss": 0.9519, + "step": 730 + }, + { + "epoch": 0.95, + "learning_rate": 0.00018735042735042737, + "loss": 0.8548, + "step": 740 + }, + { + "epoch": 0.96, + "learning_rate": 0.0001871794871794872, + "loss": 0.827, + "step": 750 + }, + { + "epoch": 0.97, + "learning_rate": 0.00018700854700854703, + "loss": 0.9922, + "step": 760 + }, + { + "epoch": 0.99, + "learning_rate": 0.00018683760683760686, + "loss": 0.902, + "step": 770 + }, + { + "epoch": 1.0, + "learning_rate": 0.0001866666666666667, + "loss": 0.8385, + "step": 780 + }, + { + "epoch": 1.01, + "learning_rate": 0.00018649572649572652, + "loss": 0.5939, + "step": 790 + }, + { + "epoch": 1.03, + "learning_rate": 0.00018632478632478634, + "loss": 0.8229, + "step": 800 + }, + { + "epoch": 1.04, + "learning_rate": 0.00018615384615384617, + "loss": 0.6577, + "step": 810 + }, + { + "epoch": 1.05, + "learning_rate": 0.000185982905982906, + "loss": 0.7075, + "step": 820 + }, + { + "epoch": 1.06, + "learning_rate": 0.00018581196581196583, + "loss": 0.6764, + "step": 830 + }, + { + "epoch": 1.08, + "learning_rate": 0.00018564102564102566, + "loss": 0.5858, + "step": 840 + }, + { + "epoch": 1.09, + "learning_rate": 0.0001854700854700855, + "loss": 0.8485, + "step": 850 + }, + { + "epoch": 1.1, + "learning_rate": 0.00018529914529914532, + "loss": 0.6396, + "step": 860 + }, + { + "epoch": 1.12, + "learning_rate": 0.00018512820512820515, + "loss": 0.6054, + "step": 870 + }, + { + "epoch": 1.13, + "learning_rate": 0.00018495726495726497, + "loss": 0.664, + "step": 880 + }, + { + "epoch": 1.14, + "learning_rate": 0.0001847863247863248, + "loss": 0.5736, + "step": 890 + }, + { + "epoch": 1.15, + "learning_rate": 0.00018461538461538463, + "loss": 0.6546, + "step": 900 + }, + { + "epoch": 1.17, + "learning_rate": 0.00018444444444444446, + "loss": 0.6295, + "step": 910 + }, + { + "epoch": 1.18, + "learning_rate": 0.00018427350427350426, + "loss": 0.7309, + "step": 920 + }, + { + "epoch": 1.19, + "learning_rate": 0.0001841025641025641, + "loss": 0.8071, + "step": 930 + }, + { + "epoch": 1.21, + "learning_rate": 0.00018393162393162392, + "loss": 0.667, + "step": 940 + }, + { + "epoch": 1.22, + "learning_rate": 0.00018376068376068375, + "loss": 0.7265, + "step": 950 + }, + { + "epoch": 1.23, + "learning_rate": 0.00018358974358974358, + "loss": 0.6872, + "step": 960 + }, + { + "epoch": 1.24, + "learning_rate": 0.0001834188034188034, + "loss": 0.8474, + "step": 970 + }, + { + "epoch": 1.26, + "learning_rate": 0.00018324786324786324, + "loss": 0.6226, + "step": 980 + }, + { + "epoch": 1.27, + "learning_rate": 0.0001830769230769231, + "loss": 0.5453, + "step": 990 + }, + { + "epoch": 1.28, + "learning_rate": 0.00018290598290598292, + "loss": 0.6832, + "step": 1000 + }, + { + "epoch": 1.28, + "eval_accuracy": 0.6526374859708193, + "eval_loss": 0.9223159551620483, + "eval_runtime": 34.8394, + "eval_samples_per_second": 51.206, + "eval_steps_per_second": 6.401, + "step": 1000 + }, + { + "epoch": 1.29, + "learning_rate": 0.00018273504273504275, + "loss": 0.7721, + "step": 1010 + }, + { + "epoch": 1.31, + "learning_rate": 0.00018256410256410258, + "loss": 0.6434, + "step": 1020 + }, + { + "epoch": 1.32, + "learning_rate": 0.0001823931623931624, + "loss": 0.7244, + "step": 1030 + }, + { + "epoch": 1.33, + "learning_rate": 0.00018222222222222224, + "loss": 0.6953, + "step": 1040 + }, + { + "epoch": 1.35, + "learning_rate": 0.00018205128205128207, + "loss": 0.6965, + "step": 1050 + }, + { + "epoch": 1.36, + "learning_rate": 0.0001818803418803419, + "loss": 0.7892, + "step": 1060 + }, + { + "epoch": 1.37, + "learning_rate": 0.00018170940170940172, + "loss": 0.6513, + "step": 1070 + }, + { + "epoch": 1.38, + "learning_rate": 0.00018153846153846155, + "loss": 0.6469, + "step": 1080 + }, + { + "epoch": 1.4, + "learning_rate": 0.00018136752136752138, + "loss": 0.6468, + "step": 1090 + }, + { + "epoch": 1.41, + "learning_rate": 0.0001811965811965812, + "loss": 0.7679, + "step": 1100 + }, + { + "epoch": 1.42, + "learning_rate": 0.00018102564102564104, + "loss": 0.4376, + "step": 1110 + }, + { + "epoch": 1.44, + "learning_rate": 0.00018085470085470087, + "loss": 0.844, + "step": 1120 + }, + { + "epoch": 1.45, + "learning_rate": 0.0001806837606837607, + "loss": 0.7508, + "step": 1130 + }, + { + "epoch": 1.46, + "learning_rate": 0.00018051282051282052, + "loss": 0.7154, + "step": 1140 + }, + { + "epoch": 1.47, + "learning_rate": 0.00018034188034188035, + "loss": 0.6632, + "step": 1150 + }, + { + "epoch": 1.49, + "learning_rate": 0.00018017094017094018, + "loss": 0.7109, + "step": 1160 + }, + { + "epoch": 1.5, + "learning_rate": 0.00018, + "loss": 0.6545, + "step": 1170 + }, + { + "epoch": 1.51, + "learning_rate": 0.00017982905982905984, + "loss": 0.7316, + "step": 1180 + }, + { + "epoch": 1.53, + "learning_rate": 0.00017965811965811967, + "loss": 0.7549, + "step": 1190 + }, + { + "epoch": 1.54, + "learning_rate": 0.0001794871794871795, + "loss": 0.5296, + "step": 1200 + }, + { + "epoch": 1.55, + "learning_rate": 0.00017931623931623933, + "loss": 1.0734, + "step": 1210 + }, + { + "epoch": 1.56, + "learning_rate": 0.00017914529914529916, + "loss": 0.6724, + "step": 1220 + }, + { + "epoch": 1.58, + "learning_rate": 0.00017897435897435898, + "loss": 0.5692, + "step": 1230 + }, + { + "epoch": 1.59, + "learning_rate": 0.0001788034188034188, + "loss": 0.6338, + "step": 1240 + }, + { + "epoch": 1.6, + "learning_rate": 0.00017863247863247864, + "loss": 0.5972, + "step": 1250 + }, + { + "epoch": 1.62, + "learning_rate": 0.00017846153846153847, + "loss": 0.7404, + "step": 1260 + }, + { + "epoch": 1.63, + "learning_rate": 0.0001782905982905983, + "loss": 0.5386, + "step": 1270 + }, + { + "epoch": 1.64, + "learning_rate": 0.00017811965811965813, + "loss": 0.775, + "step": 1280 + }, + { + "epoch": 1.65, + "learning_rate": 0.00017794871794871796, + "loss": 0.8524, + "step": 1290 + }, + { + "epoch": 1.67, + "learning_rate": 0.00017777777777777779, + "loss": 0.6457, + "step": 1300 + }, + { + "epoch": 1.68, + "learning_rate": 0.00017760683760683762, + "loss": 0.5095, + "step": 1310 + }, + { + "epoch": 1.69, + "learning_rate": 0.00017743589743589744, + "loss": 0.7402, + "step": 1320 + }, + { + "epoch": 1.71, + "learning_rate": 0.00017726495726495727, + "loss": 0.4563, + "step": 1330 + }, + { + "epoch": 1.72, + "learning_rate": 0.0001770940170940171, + "loss": 0.5477, + "step": 1340 + }, + { + "epoch": 1.73, + "learning_rate": 0.00017692307692307693, + "loss": 0.7047, + "step": 1350 + }, + { + "epoch": 1.74, + "learning_rate": 0.00017675213675213676, + "loss": 0.9488, + "step": 1360 + }, + { + "epoch": 1.76, + "learning_rate": 0.0001765811965811966, + "loss": 0.6216, + "step": 1370 + }, + { + "epoch": 1.77, + "learning_rate": 0.00017641025641025642, + "loss": 0.6692, + "step": 1380 + }, + { + "epoch": 1.78, + "learning_rate": 0.00017623931623931625, + "loss": 0.5363, + "step": 1390 + }, + { + "epoch": 1.79, + "learning_rate": 0.00017606837606837607, + "loss": 0.512, + "step": 1400 + }, + { + "epoch": 1.81, + "learning_rate": 0.0001758974358974359, + "loss": 0.7907, + "step": 1410 + }, + { + "epoch": 1.82, + "learning_rate": 0.00017572649572649573, + "loss": 0.674, + "step": 1420 + }, + { + "epoch": 1.83, + "learning_rate": 0.00017555555555555556, + "loss": 0.6912, + "step": 1430 + }, + { + "epoch": 1.85, + "learning_rate": 0.0001753846153846154, + "loss": 0.875, + "step": 1440 + }, + { + "epoch": 1.86, + "learning_rate": 0.00017521367521367522, + "loss": 0.9192, + "step": 1450 + }, + { + "epoch": 1.87, + "learning_rate": 0.00017504273504273505, + "loss": 0.6845, + "step": 1460 + }, + { + "epoch": 1.88, + "learning_rate": 0.00017487179487179488, + "loss": 0.9668, + "step": 1470 + }, + { + "epoch": 1.9, + "learning_rate": 0.0001747008547008547, + "loss": 0.6267, + "step": 1480 + }, + { + "epoch": 1.91, + "learning_rate": 0.00017452991452991453, + "loss": 0.7207, + "step": 1490 + }, + { + "epoch": 1.92, + "learning_rate": 0.00017435897435897436, + "loss": 0.4895, + "step": 1500 + }, + { + "epoch": 1.94, + "learning_rate": 0.0001741880341880342, + "loss": 0.7237, + "step": 1510 + }, + { + "epoch": 1.95, + "learning_rate": 0.00017401709401709402, + "loss": 0.702, + "step": 1520 + }, + { + "epoch": 1.96, + "learning_rate": 0.00017384615384615385, + "loss": 0.6706, + "step": 1530 + }, + { + "epoch": 1.97, + "learning_rate": 0.00017367521367521368, + "loss": 0.6043, + "step": 1540 + }, + { + "epoch": 1.99, + "learning_rate": 0.0001735042735042735, + "loss": 0.7136, + "step": 1550 + }, + { + "epoch": 2.0, + "learning_rate": 0.00017333333333333334, + "loss": 0.5816, + "step": 1560 + }, + { + "epoch": 2.01, + "learning_rate": 0.00017316239316239317, + "loss": 0.4576, + "step": 1570 + }, + { + "epoch": 2.03, + "learning_rate": 0.000172991452991453, + "loss": 0.3339, + "step": 1580 + }, + { + "epoch": 2.04, + "learning_rate": 0.00017282051282051285, + "loss": 0.4679, + "step": 1590 + }, + { + "epoch": 2.05, + "learning_rate": 0.00017264957264957268, + "loss": 0.5122, + "step": 1600 + }, + { + "epoch": 2.06, + "learning_rate": 0.0001724786324786325, + "loss": 0.2515, + "step": 1610 + }, + { + "epoch": 2.08, + "learning_rate": 0.00017230769230769234, + "loss": 0.3069, + "step": 1620 + }, + { + "epoch": 2.09, + "learning_rate": 0.00017213675213675217, + "loss": 0.3612, + "step": 1630 + }, + { + "epoch": 2.1, + "learning_rate": 0.000171965811965812, + "loss": 0.4896, + "step": 1640 + }, + { + "epoch": 2.12, + "learning_rate": 0.0001717948717948718, + "loss": 0.2227, + "step": 1650 + }, + { + "epoch": 2.13, + "learning_rate": 0.00017162393162393162, + "loss": 0.3367, + "step": 1660 + }, + { + "epoch": 2.14, + "learning_rate": 0.00017145299145299145, + "loss": 0.4207, + "step": 1670 + }, + { + "epoch": 2.15, + "learning_rate": 0.00017128205128205128, + "loss": 0.3126, + "step": 1680 + }, + { + "epoch": 2.17, + "learning_rate": 0.0001711111111111111, + "loss": 0.2902, + "step": 1690 + }, + { + "epoch": 2.18, + "learning_rate": 0.00017094017094017094, + "loss": 0.6133, + "step": 1700 + }, + { + "epoch": 2.19, + "learning_rate": 0.00017076923076923077, + "loss": 0.4473, + "step": 1710 + }, + { + "epoch": 2.21, + "learning_rate": 0.0001705982905982906, + "loss": 0.6531, + "step": 1720 + }, + { + "epoch": 2.22, + "learning_rate": 0.00017042735042735043, + "loss": 0.5508, + "step": 1730 + }, + { + "epoch": 2.23, + "learning_rate": 0.00017025641025641026, + "loss": 0.4197, + "step": 1740 + }, + { + "epoch": 2.24, + "learning_rate": 0.00017008547008547008, + "loss": 0.4295, + "step": 1750 + }, + { + "epoch": 2.26, + "learning_rate": 0.0001699145299145299, + "loss": 0.3714, + "step": 1760 + }, + { + "epoch": 2.27, + "learning_rate": 0.00016974358974358974, + "loss": 0.4605, + "step": 1770 + }, + { + "epoch": 2.28, + "learning_rate": 0.00016957264957264957, + "loss": 0.3979, + "step": 1780 + }, + { + "epoch": 2.29, + "learning_rate": 0.0001694017094017094, + "loss": 0.3915, + "step": 1790 + }, + { + "epoch": 2.31, + "learning_rate": 0.00016923076923076923, + "loss": 0.3594, + "step": 1800 + }, + { + "epoch": 2.32, + "learning_rate": 0.00016905982905982906, + "loss": 0.332, + "step": 1810 + }, + { + "epoch": 2.33, + "learning_rate": 0.00016888888888888889, + "loss": 0.6412, + "step": 1820 + }, + { + "epoch": 2.35, + "learning_rate": 0.00016871794871794871, + "loss": 0.5271, + "step": 1830 + }, + { + "epoch": 2.36, + "learning_rate": 0.00016854700854700854, + "loss": 0.6231, + "step": 1840 + }, + { + "epoch": 2.37, + "learning_rate": 0.00016837606837606837, + "loss": 0.4133, + "step": 1850 + }, + { + "epoch": 2.38, + "learning_rate": 0.00016820512820512823, + "loss": 0.3524, + "step": 1860 + }, + { + "epoch": 2.4, + "learning_rate": 0.00016803418803418806, + "loss": 0.4834, + "step": 1870 + }, + { + "epoch": 2.41, + "learning_rate": 0.00016786324786324789, + "loss": 0.5658, + "step": 1880 + }, + { + "epoch": 2.42, + "learning_rate": 0.00016769230769230772, + "loss": 0.479, + "step": 1890 + }, + { + "epoch": 2.44, + "learning_rate": 0.00016752136752136754, + "loss": 0.4138, + "step": 1900 + }, + { + "epoch": 2.45, + "learning_rate": 0.00016735042735042737, + "loss": 0.4342, + "step": 1910 + }, + { + "epoch": 2.46, + "learning_rate": 0.0001671794871794872, + "loss": 0.4909, + "step": 1920 + }, + { + "epoch": 2.47, + "learning_rate": 0.00016700854700854703, + "loss": 0.4699, + "step": 1930 + }, + { + "epoch": 2.49, + "learning_rate": 0.00016683760683760686, + "loss": 0.1936, + "step": 1940 + }, + { + "epoch": 2.5, + "learning_rate": 0.0001666666666666667, + "loss": 0.4344, + "step": 1950 + }, + { + "epoch": 2.51, + "learning_rate": 0.00016649572649572652, + "loss": 0.2826, + "step": 1960 + }, + { + "epoch": 2.53, + "learning_rate": 0.00016632478632478635, + "loss": 0.3518, + "step": 1970 + }, + { + "epoch": 2.54, + "learning_rate": 0.00016615384615384617, + "loss": 0.4507, + "step": 1980 + }, + { + "epoch": 2.55, + "learning_rate": 0.000165982905982906, + "loss": 0.4549, + "step": 1990 + }, + { + "epoch": 2.56, + "learning_rate": 0.00016581196581196583, + "loss": 0.348, + "step": 2000 + }, + { + "epoch": 2.56, + "eval_accuracy": 0.7008978675645342, + "eval_loss": 1.0017077922821045, + "eval_runtime": 39.0117, + "eval_samples_per_second": 45.73, + "eval_steps_per_second": 5.716, + "step": 2000 + }, + { + "epoch": 2.58, + "learning_rate": 0.00016564102564102566, + "loss": 0.7027, + "step": 2010 + }, + { + "epoch": 2.59, + "learning_rate": 0.00016547008547008546, + "loss": 0.5353, + "step": 2020 + }, + { + "epoch": 2.6, + "learning_rate": 0.0001652991452991453, + "loss": 0.5958, + "step": 2030 + }, + { + "epoch": 2.62, + "learning_rate": 0.00016512820512820512, + "loss": 0.4524, + "step": 2040 + }, + { + "epoch": 2.63, + "learning_rate": 0.00016495726495726495, + "loss": 0.4626, + "step": 2050 + }, + { + "epoch": 2.64, + "learning_rate": 0.00016478632478632478, + "loss": 0.4503, + "step": 2060 + }, + { + "epoch": 2.65, + "learning_rate": 0.0001646153846153846, + "loss": 0.5792, + "step": 2070 + }, + { + "epoch": 2.67, + "learning_rate": 0.00016444444444444444, + "loss": 0.3757, + "step": 2080 + }, + { + "epoch": 2.68, + "learning_rate": 0.00016427350427350426, + "loss": 0.4774, + "step": 2090 + }, + { + "epoch": 2.69, + "learning_rate": 0.0001641025641025641, + "loss": 0.6365, + "step": 2100 + }, + { + "epoch": 2.71, + "learning_rate": 0.00016393162393162392, + "loss": 0.2231, + "step": 2110 + }, + { + "epoch": 2.72, + "learning_rate": 0.00016376068376068375, + "loss": 0.5641, + "step": 2120 + }, + { + "epoch": 2.73, + "learning_rate": 0.00016358974358974358, + "loss": 0.3998, + "step": 2130 + }, + { + "epoch": 2.74, + "learning_rate": 0.00016341880341880344, + "loss": 0.4461, + "step": 2140 + }, + { + "epoch": 2.76, + "learning_rate": 0.00016324786324786327, + "loss": 0.3812, + "step": 2150 + }, + { + "epoch": 2.77, + "learning_rate": 0.0001630769230769231, + "loss": 0.407, + "step": 2160 + }, + { + "epoch": 2.78, + "learning_rate": 0.00016290598290598292, + "loss": 0.5142, + "step": 2170 + }, + { + "epoch": 2.79, + "learning_rate": 0.00016273504273504275, + "loss": 0.3531, + "step": 2180 + }, + { + "epoch": 2.81, + "learning_rate": 0.00016256410256410258, + "loss": 0.4287, + "step": 2190 + }, + { + "epoch": 2.82, + "learning_rate": 0.0001623931623931624, + "loss": 0.4242, + "step": 2200 + }, + { + "epoch": 2.83, + "learning_rate": 0.00016222222222222224, + "loss": 0.282, + "step": 2210 + }, + { + "epoch": 2.85, + "learning_rate": 0.00016205128205128207, + "loss": 0.5312, + "step": 2220 + }, + { + "epoch": 2.86, + "learning_rate": 0.0001618803418803419, + "loss": 0.5925, + "step": 2230 + }, + { + "epoch": 2.87, + "learning_rate": 0.00016170940170940172, + "loss": 0.3919, + "step": 2240 + }, + { + "epoch": 2.88, + "learning_rate": 0.00016153846153846155, + "loss": 0.6241, + "step": 2250 + }, + { + "epoch": 2.9, + "learning_rate": 0.00016136752136752138, + "loss": 0.3143, + "step": 2260 + }, + { + "epoch": 2.91, + "learning_rate": 0.0001611965811965812, + "loss": 0.5144, + "step": 2270 + }, + { + "epoch": 2.92, + "learning_rate": 0.00016102564102564104, + "loss": 0.1882, + "step": 2280 + }, + { + "epoch": 2.94, + "learning_rate": 0.00016085470085470087, + "loss": 0.3812, + "step": 2290 + }, + { + "epoch": 2.95, + "learning_rate": 0.0001606837606837607, + "loss": 0.2284, + "step": 2300 + }, + { + "epoch": 2.96, + "learning_rate": 0.00016051282051282053, + "loss": 0.3319, + "step": 2310 + }, + { + "epoch": 2.97, + "learning_rate": 0.00016034188034188036, + "loss": 0.7971, + "step": 2320 + }, + { + "epoch": 2.99, + "learning_rate": 0.00016017094017094018, + "loss": 0.3977, + "step": 2330 + }, + { + "epoch": 3.0, + "learning_rate": 0.00016, + "loss": 0.5652, + "step": 2340 + }, + { + "epoch": 3.01, + "learning_rate": 0.00015982905982905984, + "loss": 0.2831, + "step": 2350 + }, + { + "epoch": 3.03, + "learning_rate": 0.00015965811965811967, + "loss": 0.1566, + "step": 2360 + }, + { + "epoch": 3.04, + "learning_rate": 0.0001594871794871795, + "loss": 0.1572, + "step": 2370 + }, + { + "epoch": 3.05, + "learning_rate": 0.0001593162393162393, + "loss": 0.2303, + "step": 2380 + }, + { + "epoch": 3.06, + "learning_rate": 0.00015914529914529913, + "loss": 0.3149, + "step": 2390 + }, + { + "epoch": 3.08, + "learning_rate": 0.00015897435897435896, + "loss": 0.3658, + "step": 2400 + }, + { + "epoch": 3.09, + "learning_rate": 0.00015880341880341881, + "loss": 0.1089, + "step": 2410 + }, + { + "epoch": 3.1, + "learning_rate": 0.00015863247863247864, + "loss": 0.3972, + "step": 2420 + }, + { + "epoch": 3.12, + "learning_rate": 0.00015846153846153847, + "loss": 0.2249, + "step": 2430 + }, + { + "epoch": 3.13, + "learning_rate": 0.0001582905982905983, + "loss": 0.1594, + "step": 2440 + }, + { + "epoch": 3.14, + "learning_rate": 0.00015811965811965813, + "loss": 0.2473, + "step": 2450 + }, + { + "epoch": 3.15, + "learning_rate": 0.00015794871794871796, + "loss": 0.3014, + "step": 2460 + }, + { + "epoch": 3.17, + "learning_rate": 0.0001577777777777778, + "loss": 0.2009, + "step": 2470 + }, + { + "epoch": 3.18, + "learning_rate": 0.00015760683760683762, + "loss": 0.2739, + "step": 2480 + }, + { + "epoch": 3.19, + "learning_rate": 0.00015743589743589745, + "loss": 0.3456, + "step": 2490 + }, + { + "epoch": 3.21, + "learning_rate": 0.00015726495726495727, + "loss": 0.201, + "step": 2500 + }, + { + "epoch": 3.22, + "learning_rate": 0.0001570940170940171, + "loss": 0.4472, + "step": 2510 + }, + { + "epoch": 3.23, + "learning_rate": 0.00015692307692307693, + "loss": 0.3452, + "step": 2520 + }, + { + "epoch": 3.24, + "learning_rate": 0.00015675213675213676, + "loss": 0.1802, + "step": 2530 + }, + { + "epoch": 3.26, + "learning_rate": 0.0001565811965811966, + "loss": 0.3302, + "step": 2540 + }, + { + "epoch": 3.27, + "learning_rate": 0.00015641025641025642, + "loss": 0.2736, + "step": 2550 + }, + { + "epoch": 3.28, + "learning_rate": 0.00015623931623931625, + "loss": 0.3162, + "step": 2560 + }, + { + "epoch": 3.29, + "learning_rate": 0.00015606837606837608, + "loss": 0.1153, + "step": 2570 + }, + { + "epoch": 3.31, + "learning_rate": 0.0001558974358974359, + "loss": 0.1698, + "step": 2580 + }, + { + "epoch": 3.32, + "learning_rate": 0.00015572649572649573, + "loss": 0.4336, + "step": 2590 + }, + { + "epoch": 3.33, + "learning_rate": 0.00015555555555555556, + "loss": 0.1784, + "step": 2600 + }, + { + "epoch": 3.35, + "learning_rate": 0.0001553846153846154, + "loss": 0.2714, + "step": 2610 + }, + { + "epoch": 3.36, + "learning_rate": 0.00015521367521367522, + "loss": 0.2657, + "step": 2620 + }, + { + "epoch": 3.37, + "learning_rate": 0.00015504273504273505, + "loss": 0.3528, + "step": 2630 + }, + { + "epoch": 3.38, + "learning_rate": 0.00015487179487179488, + "loss": 0.2416, + "step": 2640 + }, + { + "epoch": 3.4, + "learning_rate": 0.0001547008547008547, + "loss": 0.1516, + "step": 2650 + }, + { + "epoch": 3.41, + "learning_rate": 0.00015452991452991454, + "loss": 0.3435, + "step": 2660 + }, + { + "epoch": 3.42, + "learning_rate": 0.00015435897435897436, + "loss": 0.2755, + "step": 2670 + }, + { + "epoch": 3.44, + "learning_rate": 0.0001541880341880342, + "loss": 0.3667, + "step": 2680 + }, + { + "epoch": 3.45, + "learning_rate": 0.00015401709401709402, + "loss": 0.2273, + "step": 2690 + }, + { + "epoch": 3.46, + "learning_rate": 0.00015384615384615385, + "loss": 0.3083, + "step": 2700 + }, + { + "epoch": 3.47, + "learning_rate": 0.00015367521367521368, + "loss": 0.1352, + "step": 2710 + }, + { + "epoch": 3.49, + "learning_rate": 0.0001535042735042735, + "loss": 0.2642, + "step": 2720 + }, + { + "epoch": 3.5, + "learning_rate": 0.00015333333333333334, + "loss": 0.2947, + "step": 2730 + }, + { + "epoch": 3.51, + "learning_rate": 0.0001531623931623932, + "loss": 0.2894, + "step": 2740 + }, + { + "epoch": 3.53, + "learning_rate": 0.000152991452991453, + "loss": 0.3171, + "step": 2750 + }, + { + "epoch": 3.54, + "learning_rate": 0.00015282051282051282, + "loss": 0.1399, + "step": 2760 + }, + { + "epoch": 3.55, + "learning_rate": 0.00015264957264957265, + "loss": 0.3285, + "step": 2770 + }, + { + "epoch": 3.56, + "learning_rate": 0.00015247863247863248, + "loss": 0.3482, + "step": 2780 + }, + { + "epoch": 3.58, + "learning_rate": 0.0001523076923076923, + "loss": 0.2303, + "step": 2790 + }, + { + "epoch": 3.59, + "learning_rate": 0.00015213675213675214, + "loss": 0.1022, + "step": 2800 + }, + { + "epoch": 3.6, + "learning_rate": 0.00015196581196581197, + "loss": 0.5218, + "step": 2810 + }, + { + "epoch": 3.62, + "learning_rate": 0.0001517948717948718, + "loss": 0.1958, + "step": 2820 + }, + { + "epoch": 3.63, + "learning_rate": 0.00015162393162393163, + "loss": 0.2601, + "step": 2830 + }, + { + "epoch": 3.64, + "learning_rate": 0.00015145299145299146, + "loss": 0.2364, + "step": 2840 + }, + { + "epoch": 3.65, + "learning_rate": 0.00015128205128205128, + "loss": 0.2623, + "step": 2850 + }, + { + "epoch": 3.67, + "learning_rate": 0.0001511111111111111, + "loss": 0.3103, + "step": 2860 + }, + { + "epoch": 3.68, + "learning_rate": 0.00015094017094017094, + "loss": 0.5716, + "step": 2870 + }, + { + "epoch": 3.69, + "learning_rate": 0.00015076923076923077, + "loss": 0.1348, + "step": 2880 + }, + { + "epoch": 3.71, + "learning_rate": 0.0001505982905982906, + "loss": 0.1907, + "step": 2890 + }, + { + "epoch": 3.72, + "learning_rate": 0.00015042735042735043, + "loss": 0.1671, + "step": 2900 + }, + { + "epoch": 3.73, + "learning_rate": 0.00015025641025641026, + "loss": 0.4659, + "step": 2910 + }, + { + "epoch": 3.74, + "learning_rate": 0.00015008547008547009, + "loss": 0.1819, + "step": 2920 + }, + { + "epoch": 3.76, + "learning_rate": 0.00014991452991452991, + "loss": 0.57, + "step": 2930 + }, + { + "epoch": 3.77, + "learning_rate": 0.00014974358974358974, + "loss": 0.4177, + "step": 2940 + }, + { + "epoch": 3.78, + "learning_rate": 0.00014957264957264957, + "loss": 0.2709, + "step": 2950 + }, + { + "epoch": 3.79, + "learning_rate": 0.0001494017094017094, + "loss": 0.3616, + "step": 2960 + }, + { + "epoch": 3.81, + "learning_rate": 0.00014923076923076923, + "loss": 0.2519, + "step": 2970 + }, + { + "epoch": 3.82, + "learning_rate": 0.00014905982905982906, + "loss": 0.3444, + "step": 2980 + }, + { + "epoch": 3.83, + "learning_rate": 0.0001488888888888889, + "loss": 0.4528, + "step": 2990 + }, + { + "epoch": 3.85, + "learning_rate": 0.00014871794871794872, + "loss": 0.3906, + "step": 3000 + }, + { + "epoch": 3.85, + "eval_accuracy": 0.7536475869809203, + "eval_loss": 0.7957639098167419, + "eval_runtime": 34.4592, + "eval_samples_per_second": 51.771, + "eval_steps_per_second": 6.471, + "step": 3000 + }, + { + "epoch": 3.86, + "learning_rate": 0.00014854700854700857, + "loss": 0.3384, + "step": 3010 + }, + { + "epoch": 3.87, + "learning_rate": 0.0001483760683760684, + "loss": 0.1817, + "step": 3020 + }, + { + "epoch": 3.88, + "learning_rate": 0.00014820512820512823, + "loss": 0.4493, + "step": 3030 + }, + { + "epoch": 3.9, + "learning_rate": 0.00014803418803418806, + "loss": 0.2129, + "step": 3040 + }, + { + "epoch": 3.91, + "learning_rate": 0.0001478632478632479, + "loss": 0.3385, + "step": 3050 + }, + { + "epoch": 3.92, + "learning_rate": 0.00014769230769230772, + "loss": 0.2875, + "step": 3060 + }, + { + "epoch": 3.94, + "learning_rate": 0.00014752136752136755, + "loss": 0.3154, + "step": 3070 + }, + { + "epoch": 3.95, + "learning_rate": 0.00014735042735042737, + "loss": 0.2525, + "step": 3080 + }, + { + "epoch": 3.96, + "learning_rate": 0.0001471794871794872, + "loss": 0.3115, + "step": 3090 + }, + { + "epoch": 3.97, + "learning_rate": 0.00014700854700854703, + "loss": 0.2375, + "step": 3100 + }, + { + "epoch": 3.99, + "learning_rate": 0.00014683760683760683, + "loss": 0.121, + "step": 3110 + }, + { + "epoch": 4.0, + "learning_rate": 0.00014666666666666666, + "loss": 0.2368, + "step": 3120 + }, + { + "epoch": 4.01, + "learning_rate": 0.0001464957264957265, + "loss": 0.1913, + "step": 3130 + }, + { + "epoch": 4.03, + "learning_rate": 0.00014632478632478632, + "loss": 0.2868, + "step": 3140 + }, + { + "epoch": 4.04, + "learning_rate": 0.00014615384615384615, + "loss": 0.1729, + "step": 3150 + }, + { + "epoch": 4.05, + "learning_rate": 0.00014598290598290598, + "loss": 0.1153, + "step": 3160 + }, + { + "epoch": 4.06, + "learning_rate": 0.0001458119658119658, + "loss": 0.1036, + "step": 3170 + }, + { + "epoch": 4.08, + "learning_rate": 0.00014564102564102564, + "loss": 0.0974, + "step": 3180 + }, + { + "epoch": 4.09, + "learning_rate": 0.00014547008547008546, + "loss": 0.1176, + "step": 3190 + }, + { + "epoch": 4.1, + "learning_rate": 0.0001452991452991453, + "loss": 0.1305, + "step": 3200 + }, + { + "epoch": 4.12, + "learning_rate": 0.00014512820512820512, + "loss": 0.1496, + "step": 3210 + }, + { + "epoch": 4.13, + "learning_rate": 0.00014495726495726495, + "loss": 0.143, + "step": 3220 + }, + { + "epoch": 4.14, + "learning_rate": 0.00014478632478632478, + "loss": 0.0647, + "step": 3230 + }, + { + "epoch": 4.15, + "learning_rate": 0.0001446153846153846, + "loss": 0.0355, + "step": 3240 + }, + { + "epoch": 4.17, + "learning_rate": 0.00014444444444444444, + "loss": 0.0766, + "step": 3250 + }, + { + "epoch": 4.18, + "learning_rate": 0.00014427350427350427, + "loss": 0.1553, + "step": 3260 + }, + { + "epoch": 4.19, + "learning_rate": 0.0001441025641025641, + "loss": 0.1441, + "step": 3270 + }, + { + "epoch": 4.21, + "learning_rate": 0.00014393162393162392, + "loss": 0.0466, + "step": 3280 + }, + { + "epoch": 4.22, + "learning_rate": 0.00014376068376068378, + "loss": 0.0734, + "step": 3290 + }, + { + "epoch": 4.23, + "learning_rate": 0.0001435897435897436, + "loss": 0.0801, + "step": 3300 + }, + { + "epoch": 4.24, + "learning_rate": 0.00014341880341880344, + "loss": 0.1471, + "step": 3310 + }, + { + "epoch": 4.26, + "learning_rate": 0.00014324786324786327, + "loss": 0.1419, + "step": 3320 + }, + { + "epoch": 4.27, + "learning_rate": 0.0001430769230769231, + "loss": 0.1019, + "step": 3330 + }, + { + "epoch": 4.28, + "learning_rate": 0.00014290598290598292, + "loss": 0.2108, + "step": 3340 + }, + { + "epoch": 4.29, + "learning_rate": 0.00014273504273504275, + "loss": 0.0273, + "step": 3350 + }, + { + "epoch": 4.31, + "learning_rate": 0.00014256410256410258, + "loss": 0.2777, + "step": 3360 + }, + { + "epoch": 4.32, + "learning_rate": 0.0001423931623931624, + "loss": 0.085, + "step": 3370 + }, + { + "epoch": 4.33, + "learning_rate": 0.00014222222222222224, + "loss": 0.136, + "step": 3380 + }, + { + "epoch": 4.35, + "learning_rate": 0.00014205128205128207, + "loss": 0.3193, + "step": 3390 + }, + { + "epoch": 4.36, + "learning_rate": 0.0001418803418803419, + "loss": 0.1982, + "step": 3400 + }, + { + "epoch": 4.37, + "learning_rate": 0.00014170940170940173, + "loss": 0.1471, + "step": 3410 + }, + { + "epoch": 4.38, + "learning_rate": 0.00014153846153846156, + "loss": 0.1064, + "step": 3420 + }, + { + "epoch": 4.4, + "learning_rate": 0.00014136752136752138, + "loss": 0.2093, + "step": 3430 + }, + { + "epoch": 4.41, + "learning_rate": 0.0001411965811965812, + "loss": 0.3454, + "step": 3440 + }, + { + "epoch": 4.42, + "learning_rate": 0.00014102564102564104, + "loss": 0.1812, + "step": 3450 + }, + { + "epoch": 4.44, + "learning_rate": 0.00014085470085470087, + "loss": 0.146, + "step": 3460 + }, + { + "epoch": 4.45, + "learning_rate": 0.0001406837606837607, + "loss": 0.1797, + "step": 3470 + }, + { + "epoch": 4.46, + "learning_rate": 0.0001405128205128205, + "loss": 0.1049, + "step": 3480 + }, + { + "epoch": 4.47, + "learning_rate": 0.00014034188034188033, + "loss": 0.1417, + "step": 3490 + }, + { + "epoch": 4.49, + "learning_rate": 0.00014017094017094016, + "loss": 0.1369, + "step": 3500 + }, + { + "epoch": 4.5, + "learning_rate": 0.00014, + "loss": 0.0872, + "step": 3510 + }, + { + "epoch": 4.51, + "learning_rate": 0.00013982905982905982, + "loss": 0.0559, + "step": 3520 + }, + { + "epoch": 4.53, + "learning_rate": 0.00013965811965811965, + "loss": 0.2372, + "step": 3530 + }, + { + "epoch": 4.54, + "learning_rate": 0.00013948717948717947, + "loss": 0.4092, + "step": 3540 + }, + { + "epoch": 4.55, + "learning_rate": 0.0001393162393162393, + "loss": 0.2881, + "step": 3550 + }, + { + "epoch": 4.56, + "learning_rate": 0.00013914529914529916, + "loss": 0.3194, + "step": 3560 + }, + { + "epoch": 4.58, + "learning_rate": 0.000138974358974359, + "loss": 0.4236, + "step": 3570 + }, + { + "epoch": 4.59, + "learning_rate": 0.00013880341880341882, + "loss": 0.0805, + "step": 3580 + }, + { + "epoch": 4.6, + "learning_rate": 0.00013863247863247865, + "loss": 0.1488, + "step": 3590 + }, + { + "epoch": 4.62, + "learning_rate": 0.00013846153846153847, + "loss": 0.1332, + "step": 3600 + }, + { + "epoch": 4.63, + "learning_rate": 0.0001382905982905983, + "loss": 0.2034, + "step": 3610 + }, + { + "epoch": 4.64, + "learning_rate": 0.00013811965811965813, + "loss": 0.1837, + "step": 3620 + }, + { + "epoch": 4.65, + "learning_rate": 0.00013794871794871796, + "loss": 0.156, + "step": 3630 + }, + { + "epoch": 4.67, + "learning_rate": 0.0001377777777777778, + "loss": 0.1857, + "step": 3640 + }, + { + "epoch": 4.68, + "learning_rate": 0.00013760683760683762, + "loss": 0.1481, + "step": 3650 + }, + { + "epoch": 4.69, + "learning_rate": 0.00013743589743589745, + "loss": 0.3842, + "step": 3660 + }, + { + "epoch": 4.71, + "learning_rate": 0.00013726495726495728, + "loss": 0.1999, + "step": 3670 + }, + { + "epoch": 4.72, + "learning_rate": 0.0001370940170940171, + "loss": 0.3166, + "step": 3680 + }, + { + "epoch": 4.73, + "learning_rate": 0.00013692307692307693, + "loss": 0.3671, + "step": 3690 + }, + { + "epoch": 4.74, + "learning_rate": 0.00013675213675213676, + "loss": 0.32, + "step": 3700 + }, + { + "epoch": 4.76, + "learning_rate": 0.0001365811965811966, + "loss": 0.1638, + "step": 3710 + }, + { + "epoch": 4.77, + "learning_rate": 0.00013641025641025642, + "loss": 0.0734, + "step": 3720 + }, + { + "epoch": 4.78, + "learning_rate": 0.00013623931623931625, + "loss": 0.115, + "step": 3730 + }, + { + "epoch": 4.79, + "learning_rate": 0.00013606837606837608, + "loss": 0.1742, + "step": 3740 + }, + { + "epoch": 4.81, + "learning_rate": 0.0001358974358974359, + "loss": 0.0934, + "step": 3750 + }, + { + "epoch": 4.82, + "learning_rate": 0.00013572649572649574, + "loss": 0.2705, + "step": 3760 + }, + { + "epoch": 4.83, + "learning_rate": 0.00013555555555555556, + "loss": 0.0109, + "step": 3770 + }, + { + "epoch": 4.85, + "learning_rate": 0.0001353846153846154, + "loss": 0.2112, + "step": 3780 + }, + { + "epoch": 4.86, + "learning_rate": 0.00013521367521367522, + "loss": 0.0508, + "step": 3790 + }, + { + "epoch": 4.87, + "learning_rate": 0.00013504273504273505, + "loss": 0.1096, + "step": 3800 + }, + { + "epoch": 4.88, + "learning_rate": 0.00013487179487179488, + "loss": 0.2732, + "step": 3810 + }, + { + "epoch": 4.9, + "learning_rate": 0.0001347008547008547, + "loss": 0.186, + "step": 3820 + }, + { + "epoch": 4.91, + "learning_rate": 0.00013452991452991454, + "loss": 0.1218, + "step": 3830 + }, + { + "epoch": 4.92, + "learning_rate": 0.00013435897435897437, + "loss": 0.2359, + "step": 3840 + }, + { + "epoch": 4.94, + "learning_rate": 0.0001341880341880342, + "loss": 0.2884, + "step": 3850 + }, + { + "epoch": 4.95, + "learning_rate": 0.00013401709401709402, + "loss": 0.286, + "step": 3860 + }, + { + "epoch": 4.96, + "learning_rate": 0.00013384615384615385, + "loss": 0.0854, + "step": 3870 + }, + { + "epoch": 4.97, + "learning_rate": 0.00013367521367521368, + "loss": 0.0308, + "step": 3880 + }, + { + "epoch": 4.99, + "learning_rate": 0.0001335042735042735, + "loss": 0.1327, + "step": 3890 + }, + { + "epoch": 5.0, + "learning_rate": 0.00013333333333333334, + "loss": 0.1869, + "step": 3900 + }, + { + "epoch": 5.01, + "learning_rate": 0.00013316239316239317, + "loss": 0.1636, + "step": 3910 + }, + { + "epoch": 5.03, + "learning_rate": 0.000132991452991453, + "loss": 0.079, + "step": 3920 + }, + { + "epoch": 5.04, + "learning_rate": 0.00013282051282051283, + "loss": 0.1349, + "step": 3930 + }, + { + "epoch": 5.05, + "learning_rate": 0.00013264957264957266, + "loss": 0.0564, + "step": 3940 + }, + { + "epoch": 5.06, + "learning_rate": 0.00013247863247863248, + "loss": 0.1325, + "step": 3950 + }, + { + "epoch": 5.08, + "learning_rate": 0.0001323076923076923, + "loss": 0.1156, + "step": 3960 + }, + { + "epoch": 5.09, + "learning_rate": 0.00013213675213675214, + "loss": 0.1017, + "step": 3970 + }, + { + "epoch": 5.1, + "learning_rate": 0.00013196581196581197, + "loss": 0.1198, + "step": 3980 + }, + { + "epoch": 5.12, + "learning_rate": 0.0001317948717948718, + "loss": 0.1086, + "step": 3990 + }, + { + "epoch": 5.13, + "learning_rate": 0.00013162393162393163, + "loss": 0.1966, + "step": 4000 + }, + { + "epoch": 5.13, + "eval_accuracy": 0.7727272727272727, + "eval_loss": 1.0012712478637695, + "eval_runtime": 36.9299, + "eval_samples_per_second": 48.308, + "eval_steps_per_second": 6.038, + "step": 4000 + }, + { + "epoch": 5.14, + "learning_rate": 0.00013145299145299146, + "loss": 0.0625, + "step": 4010 + }, + { + "epoch": 5.15, + "learning_rate": 0.00013128205128205129, + "loss": 0.0244, + "step": 4020 + }, + { + "epoch": 5.17, + "learning_rate": 0.00013111111111111111, + "loss": 0.0416, + "step": 4030 + }, + { + "epoch": 5.18, + "learning_rate": 0.00013094017094017094, + "loss": 0.0371, + "step": 4040 + }, + { + "epoch": 5.19, + "learning_rate": 0.00013076923076923077, + "loss": 0.075, + "step": 4050 + }, + { + "epoch": 5.21, + "learning_rate": 0.0001305982905982906, + "loss": 0.0265, + "step": 4060 + }, + { + "epoch": 5.22, + "learning_rate": 0.00013042735042735043, + "loss": 0.0334, + "step": 4070 + }, + { + "epoch": 5.23, + "learning_rate": 0.00013025641025641026, + "loss": 0.1455, + "step": 4080 + }, + { + "epoch": 5.24, + "learning_rate": 0.0001300854700854701, + "loss": 0.1084, + "step": 4090 + }, + { + "epoch": 5.26, + "learning_rate": 0.00012991452991452992, + "loss": 0.0283, + "step": 4100 + }, + { + "epoch": 5.27, + "learning_rate": 0.00012974358974358975, + "loss": 0.1102, + "step": 4110 + }, + { + "epoch": 5.28, + "learning_rate": 0.00012957264957264957, + "loss": 0.0225, + "step": 4120 + }, + { + "epoch": 5.29, + "learning_rate": 0.0001294017094017094, + "loss": 0.04, + "step": 4130 + }, + { + "epoch": 5.31, + "learning_rate": 0.00012923076923076923, + "loss": 0.1175, + "step": 4140 + }, + { + "epoch": 5.32, + "learning_rate": 0.00012905982905982906, + "loss": 0.0439, + "step": 4150 + }, + { + "epoch": 5.33, + "learning_rate": 0.00012888888888888892, + "loss": 0.101, + "step": 4160 + }, + { + "epoch": 5.35, + "learning_rate": 0.00012871794871794875, + "loss": 0.0631, + "step": 4170 + }, + { + "epoch": 5.36, + "learning_rate": 0.00012854700854700857, + "loss": 0.0275, + "step": 4180 + }, + { + "epoch": 5.37, + "learning_rate": 0.0001283760683760684, + "loss": 0.1865, + "step": 4190 + }, + { + "epoch": 5.38, + "learning_rate": 0.00012820512820512823, + "loss": 0.1747, + "step": 4200 + }, + { + "epoch": 5.4, + "learning_rate": 0.00012803418803418803, + "loss": 0.0581, + "step": 4210 + }, + { + "epoch": 5.41, + "learning_rate": 0.00012786324786324786, + "loss": 0.5311, + "step": 4220 + }, + { + "epoch": 5.42, + "learning_rate": 0.0001276923076923077, + "loss": 0.019, + "step": 4230 + }, + { + "epoch": 5.44, + "learning_rate": 0.00012752136752136752, + "loss": 0.1085, + "step": 4240 + }, + { + "epoch": 5.45, + "learning_rate": 0.00012735042735042735, + "loss": 0.2244, + "step": 4250 + }, + { + "epoch": 5.46, + "learning_rate": 0.00012717948717948718, + "loss": 0.2485, + "step": 4260 + }, + { + "epoch": 5.47, + "learning_rate": 0.000127008547008547, + "loss": 0.1385, + "step": 4270 + }, + { + "epoch": 5.49, + "learning_rate": 0.00012683760683760684, + "loss": 0.1264, + "step": 4280 + }, + { + "epoch": 5.5, + "learning_rate": 0.00012666666666666666, + "loss": 0.1278, + "step": 4290 + }, + { + "epoch": 5.51, + "learning_rate": 0.0001264957264957265, + "loss": 0.0181, + "step": 4300 + }, + { + "epoch": 5.53, + "learning_rate": 0.00012632478632478632, + "loss": 0.1171, + "step": 4310 + }, + { + "epoch": 5.54, + "learning_rate": 0.00012615384615384615, + "loss": 0.1718, + "step": 4320 + }, + { + "epoch": 5.55, + "learning_rate": 0.00012598290598290598, + "loss": 0.0421, + "step": 4330 + }, + { + "epoch": 5.56, + "learning_rate": 0.0001258119658119658, + "loss": 0.0212, + "step": 4340 + }, + { + "epoch": 5.58, + "learning_rate": 0.00012564102564102564, + "loss": 0.0426, + "step": 4350 + }, + { + "epoch": 5.59, + "learning_rate": 0.00012547008547008547, + "loss": 0.0028, + "step": 4360 + }, + { + "epoch": 5.6, + "learning_rate": 0.0001252991452991453, + "loss": 0.0967, + "step": 4370 + }, + { + "epoch": 5.62, + "learning_rate": 0.00012512820512820512, + "loss": 0.0351, + "step": 4380 + }, + { + "epoch": 5.63, + "learning_rate": 0.00012495726495726495, + "loss": 0.0242, + "step": 4390 + }, + { + "epoch": 5.64, + "learning_rate": 0.00012478632478632478, + "loss": 0.328, + "step": 4400 + }, + { + "epoch": 5.65, + "learning_rate": 0.0001246153846153846, + "loss": 0.1125, + "step": 4410 + }, + { + "epoch": 5.67, + "learning_rate": 0.00012444444444444444, + "loss": 0.0525, + "step": 4420 + }, + { + "epoch": 5.68, + "learning_rate": 0.0001242735042735043, + "loss": 0.1387, + "step": 4430 + }, + { + "epoch": 5.69, + "learning_rate": 0.00012410256410256412, + "loss": 0.22, + "step": 4440 + }, + { + "epoch": 5.71, + "learning_rate": 0.00012393162393162395, + "loss": 0.1024, + "step": 4450 + }, + { + "epoch": 5.72, + "learning_rate": 0.00012376068376068378, + "loss": 0.1019, + "step": 4460 + }, + { + "epoch": 5.73, + "learning_rate": 0.0001235897435897436, + "loss": 0.0114, + "step": 4470 + }, + { + "epoch": 5.74, + "learning_rate": 0.00012341880341880344, + "loss": 0.0043, + "step": 4480 + }, + { + "epoch": 5.76, + "learning_rate": 0.00012324786324786327, + "loss": 0.0503, + "step": 4490 + }, + { + "epoch": 5.77, + "learning_rate": 0.0001230769230769231, + "loss": 0.1472, + "step": 4500 + }, + { + "epoch": 5.78, + "learning_rate": 0.00012290598290598293, + "loss": 0.3344, + "step": 4510 + }, + { + "epoch": 5.79, + "learning_rate": 0.00012273504273504276, + "loss": 0.1512, + "step": 4520 + }, + { + "epoch": 5.81, + "learning_rate": 0.00012256410256410258, + "loss": 0.1359, + "step": 4530 + }, + { + "epoch": 5.82, + "learning_rate": 0.0001223931623931624, + "loss": 0.0761, + "step": 4540 + }, + { + "epoch": 5.83, + "learning_rate": 0.00012222222222222224, + "loss": 0.2204, + "step": 4550 + }, + { + "epoch": 5.85, + "learning_rate": 0.00012205128205128207, + "loss": 0.121, + "step": 4560 + }, + { + "epoch": 5.86, + "learning_rate": 0.0001218803418803419, + "loss": 0.0244, + "step": 4570 + }, + { + "epoch": 5.87, + "learning_rate": 0.0001217094017094017, + "loss": 0.0192, + "step": 4580 + }, + { + "epoch": 5.88, + "learning_rate": 0.00012153846153846153, + "loss": 0.017, + "step": 4590 + }, + { + "epoch": 5.9, + "learning_rate": 0.00012136752136752136, + "loss": 0.1092, + "step": 4600 + }, + { + "epoch": 5.91, + "learning_rate": 0.00012119658119658119, + "loss": 0.1026, + "step": 4610 + }, + { + "epoch": 5.92, + "learning_rate": 0.00012102564102564103, + "loss": 0.089, + "step": 4620 + }, + { + "epoch": 5.94, + "learning_rate": 0.00012085470085470086, + "loss": 0.0469, + "step": 4630 + }, + { + "epoch": 5.95, + "learning_rate": 0.00012068376068376069, + "loss": 0.1308, + "step": 4640 + }, + { + "epoch": 5.96, + "learning_rate": 0.00012051282051282052, + "loss": 0.1473, + "step": 4650 + }, + { + "epoch": 5.97, + "learning_rate": 0.00012034188034188035, + "loss": 0.1271, + "step": 4660 + }, + { + "epoch": 5.99, + "learning_rate": 0.00012017094017094017, + "loss": 0.2707, + "step": 4670 + }, + { + "epoch": 6.0, + "learning_rate": 0.00012, + "loss": 0.1334, + "step": 4680 + }, + { + "epoch": 6.01, + "learning_rate": 0.00011982905982905983, + "loss": 0.0675, + "step": 4690 + }, + { + "epoch": 6.03, + "learning_rate": 0.00011965811965811966, + "loss": 0.025, + "step": 4700 + }, + { + "epoch": 6.04, + "learning_rate": 0.00011948717948717949, + "loss": 0.0571, + "step": 4710 + }, + { + "epoch": 6.05, + "learning_rate": 0.00011931623931623932, + "loss": 0.131, + "step": 4720 + }, + { + "epoch": 6.06, + "learning_rate": 0.00011914529914529915, + "loss": 0.0201, + "step": 4730 + }, + { + "epoch": 6.08, + "learning_rate": 0.00011897435897435898, + "loss": 0.1559, + "step": 4740 + }, + { + "epoch": 6.09, + "learning_rate": 0.0001188034188034188, + "loss": 0.0599, + "step": 4750 + }, + { + "epoch": 6.1, + "learning_rate": 0.00011863247863247863, + "loss": 0.0502, + "step": 4760 + }, + { + "epoch": 6.12, + "learning_rate": 0.00011846153846153846, + "loss": 0.0041, + "step": 4770 + }, + { + "epoch": 6.13, + "learning_rate": 0.00011829059829059829, + "loss": 0.0315, + "step": 4780 + }, + { + "epoch": 6.14, + "learning_rate": 0.00011811965811965813, + "loss": 0.0132, + "step": 4790 + }, + { + "epoch": 6.15, + "learning_rate": 0.00011794871794871796, + "loss": 0.0755, + "step": 4800 + }, + { + "epoch": 6.17, + "learning_rate": 0.00011777777777777779, + "loss": 0.1349, + "step": 4810 + }, + { + "epoch": 6.18, + "learning_rate": 0.00011760683760683762, + "loss": 0.0186, + "step": 4820 + }, + { + "epoch": 6.19, + "learning_rate": 0.00011743589743589745, + "loss": 0.0224, + "step": 4830 + }, + { + "epoch": 6.21, + "learning_rate": 0.00011726495726495728, + "loss": 0.0728, + "step": 4840 + }, + { + "epoch": 6.22, + "learning_rate": 0.00011709401709401711, + "loss": 0.0094, + "step": 4850 + }, + { + "epoch": 6.23, + "learning_rate": 0.00011692307692307694, + "loss": 0.1172, + "step": 4860 + }, + { + "epoch": 6.24, + "learning_rate": 0.00011675213675213676, + "loss": 0.0078, + "step": 4870 + }, + { + "epoch": 6.26, + "learning_rate": 0.0001165811965811966, + "loss": 0.1227, + "step": 4880 + }, + { + "epoch": 6.27, + "learning_rate": 0.00011641025641025642, + "loss": 0.0078, + "step": 4890 + }, + { + "epoch": 6.28, + "learning_rate": 0.00011623931623931625, + "loss": 0.0053, + "step": 4900 + }, + { + "epoch": 6.29, + "learning_rate": 0.00011606837606837608, + "loss": 0.0513, + "step": 4910 + }, + { + "epoch": 6.31, + "learning_rate": 0.00011589743589743591, + "loss": 0.243, + "step": 4920 + }, + { + "epoch": 6.32, + "learning_rate": 0.00011572649572649574, + "loss": 0.0159, + "step": 4930 + }, + { + "epoch": 6.33, + "learning_rate": 0.00011555555555555555, + "loss": 0.0781, + "step": 4940 + }, + { + "epoch": 6.35, + "learning_rate": 0.00011538461538461538, + "loss": 0.0939, + "step": 4950 + }, + { + "epoch": 6.36, + "learning_rate": 0.00011521367521367521, + "loss": 0.0423, + "step": 4960 + }, + { + "epoch": 6.37, + "learning_rate": 0.00011504273504273504, + "loss": 0.0027, + "step": 4970 + }, + { + "epoch": 6.38, + "learning_rate": 0.00011487179487179487, + "loss": 0.0013, + "step": 4980 + }, + { + "epoch": 6.4, + "learning_rate": 0.0001147008547008547, + "loss": 0.0022, + "step": 4990 + }, + { + "epoch": 6.41, + "learning_rate": 0.00011452991452991453, + "loss": 0.0226, + "step": 5000 + }, + { + "epoch": 6.41, + "eval_accuracy": 0.7716049382716049, + "eval_loss": 1.2063742876052856, + "eval_runtime": 38.8135, + "eval_samples_per_second": 45.963, + "eval_steps_per_second": 5.745, + "step": 5000 + }, + { + "epoch": 6.42, + "learning_rate": 0.00011435897435897435, + "loss": 0.0954, + "step": 5010 + }, + { + "epoch": 6.44, + "learning_rate": 0.00011418803418803418, + "loss": 0.175, + "step": 5020 + }, + { + "epoch": 6.45, + "learning_rate": 0.00011401709401709401, + "loss": 0.1029, + "step": 5030 + }, + { + "epoch": 6.46, + "learning_rate": 0.00011384615384615384, + "loss": 0.0504, + "step": 5040 + }, + { + "epoch": 6.47, + "learning_rate": 0.00011367521367521367, + "loss": 0.0413, + "step": 5050 + }, + { + "epoch": 6.49, + "learning_rate": 0.00011350427350427351, + "loss": 0.0692, + "step": 5060 + }, + { + "epoch": 6.5, + "learning_rate": 0.00011333333333333334, + "loss": 0.0874, + "step": 5070 + }, + { + "epoch": 6.51, + "learning_rate": 0.00011316239316239317, + "loss": 0.0858, + "step": 5080 + }, + { + "epoch": 6.53, + "learning_rate": 0.000112991452991453, + "loss": 0.0158, + "step": 5090 + }, + { + "epoch": 6.54, + "learning_rate": 0.00011282051282051283, + "loss": 0.0103, + "step": 5100 + }, + { + "epoch": 6.55, + "learning_rate": 0.00011264957264957266, + "loss": 0.088, + "step": 5110 + }, + { + "epoch": 6.56, + "learning_rate": 0.00011247863247863249, + "loss": 0.0014, + "step": 5120 + }, + { + "epoch": 6.58, + "learning_rate": 0.00011230769230769231, + "loss": 0.0473, + "step": 5130 + }, + { + "epoch": 6.59, + "learning_rate": 0.00011213675213675214, + "loss": 0.103, + "step": 5140 + }, + { + "epoch": 6.6, + "learning_rate": 0.00011196581196581197, + "loss": 0.0271, + "step": 5150 + }, + { + "epoch": 6.62, + "learning_rate": 0.0001117948717948718, + "loss": 0.1189, + "step": 5160 + }, + { + "epoch": 6.63, + "learning_rate": 0.00011162393162393163, + "loss": 0.2419, + "step": 5170 + }, + { + "epoch": 6.64, + "learning_rate": 0.00011145299145299146, + "loss": 0.0575, + "step": 5180 + }, + { + "epoch": 6.65, + "learning_rate": 0.00011128205128205129, + "loss": 0.0331, + "step": 5190 + }, + { + "epoch": 6.67, + "learning_rate": 0.00011111111111111112, + "loss": 0.1995, + "step": 5200 + }, + { + "epoch": 6.68, + "learning_rate": 0.00011094017094017095, + "loss": 0.0383, + "step": 5210 + }, + { + "epoch": 6.69, + "learning_rate": 0.00011076923076923077, + "loss": 0.0024, + "step": 5220 + }, + { + "epoch": 6.71, + "learning_rate": 0.00011059829059829062, + "loss": 0.2491, + "step": 5230 + }, + { + "epoch": 6.72, + "learning_rate": 0.00011042735042735045, + "loss": 0.0031, + "step": 5240 + }, + { + "epoch": 6.73, + "learning_rate": 0.00011025641025641027, + "loss": 0.0082, + "step": 5250 + }, + { + "epoch": 6.74, + "learning_rate": 0.0001100854700854701, + "loss": 0.0264, + "step": 5260 + }, + { + "epoch": 6.76, + "learning_rate": 0.00010991452991452993, + "loss": 0.0792, + "step": 5270 + }, + { + "epoch": 6.77, + "learning_rate": 0.00010974358974358976, + "loss": 0.1843, + "step": 5280 + }, + { + "epoch": 6.78, + "learning_rate": 0.00010957264957264959, + "loss": 0.1755, + "step": 5290 + }, + { + "epoch": 6.79, + "learning_rate": 0.00010940170940170942, + "loss": 0.2766, + "step": 5300 + }, + { + "epoch": 6.81, + "learning_rate": 0.00010923076923076922, + "loss": 0.1326, + "step": 5310 + }, + { + "epoch": 6.82, + "learning_rate": 0.00010905982905982905, + "loss": 0.005, + "step": 5320 + }, + { + "epoch": 6.83, + "learning_rate": 0.00010888888888888889, + "loss": 0.0611, + "step": 5330 + }, + { + "epoch": 6.85, + "learning_rate": 0.00010871794871794872, + "loss": 0.2345, + "step": 5340 + }, + { + "epoch": 6.86, + "learning_rate": 0.00010854700854700855, + "loss": 0.3693, + "step": 5350 + }, + { + "epoch": 6.87, + "learning_rate": 0.00010837606837606838, + "loss": 0.0654, + "step": 5360 + }, + { + "epoch": 6.88, + "learning_rate": 0.0001082051282051282, + "loss": 0.0929, + "step": 5370 + }, + { + "epoch": 6.9, + "learning_rate": 0.00010803418803418804, + "loss": 0.087, + "step": 5380 + }, + { + "epoch": 6.91, + "learning_rate": 0.00010786324786324786, + "loss": 0.0359, + "step": 5390 + }, + { + "epoch": 6.92, + "learning_rate": 0.0001076923076923077, + "loss": 0.0754, + "step": 5400 + }, + { + "epoch": 6.94, + "learning_rate": 0.00010752136752136752, + "loss": 0.0039, + "step": 5410 + }, + { + "epoch": 6.95, + "learning_rate": 0.00010735042735042735, + "loss": 0.0733, + "step": 5420 + }, + { + "epoch": 6.96, + "learning_rate": 0.00010717948717948718, + "loss": 0.0426, + "step": 5430 + }, + { + "epoch": 6.97, + "learning_rate": 0.00010700854700854701, + "loss": 0.0943, + "step": 5440 + }, + { + "epoch": 6.99, + "learning_rate": 0.00010683760683760684, + "loss": 0.163, + "step": 5450 + }, + { + "epoch": 7.0, + "learning_rate": 0.00010666666666666667, + "loss": 0.0653, + "step": 5460 + }, + { + "epoch": 7.01, + "learning_rate": 0.0001064957264957265, + "loss": 0.0054, + "step": 5470 + }, + { + "epoch": 7.03, + "learning_rate": 0.00010632478632478632, + "loss": 0.0179, + "step": 5480 + }, + { + "epoch": 7.04, + "learning_rate": 0.00010615384615384615, + "loss": 0.0124, + "step": 5490 + }, + { + "epoch": 7.05, + "learning_rate": 0.000105982905982906, + "loss": 0.0439, + "step": 5500 + }, + { + "epoch": 7.06, + "learning_rate": 0.00010581196581196582, + "loss": 0.0015, + "step": 5510 + }, + { + "epoch": 7.08, + "learning_rate": 0.00010564102564102565, + "loss": 0.0434, + "step": 5520 + }, + { + "epoch": 7.09, + "learning_rate": 0.00010547008547008548, + "loss": 0.0041, + "step": 5530 + }, + { + "epoch": 7.1, + "learning_rate": 0.00010529914529914531, + "loss": 0.0189, + "step": 5540 + }, + { + "epoch": 7.12, + "learning_rate": 0.00010512820512820514, + "loss": 0.0511, + "step": 5550 + }, + { + "epoch": 7.13, + "learning_rate": 0.00010495726495726497, + "loss": 0.0013, + "step": 5560 + }, + { + "epoch": 7.14, + "learning_rate": 0.0001047863247863248, + "loss": 0.0756, + "step": 5570 + }, + { + "epoch": 7.15, + "learning_rate": 0.00010461538461538463, + "loss": 0.018, + "step": 5580 + }, + { + "epoch": 7.17, + "learning_rate": 0.00010444444444444445, + "loss": 0.0416, + "step": 5590 + }, + { + "epoch": 7.18, + "learning_rate": 0.00010427350427350428, + "loss": 0.0718, + "step": 5600 + }, + { + "epoch": 7.19, + "learning_rate": 0.00010410256410256411, + "loss": 0.0846, + "step": 5610 + }, + { + "epoch": 7.21, + "learning_rate": 0.00010393162393162394, + "loss": 0.0753, + "step": 5620 + }, + { + "epoch": 7.22, + "learning_rate": 0.00010376068376068377, + "loss": 0.0051, + "step": 5630 + }, + { + "epoch": 7.23, + "learning_rate": 0.0001035897435897436, + "loss": 0.0789, + "step": 5640 + }, + { + "epoch": 7.24, + "learning_rate": 0.00010341880341880343, + "loss": 0.089, + "step": 5650 + }, + { + "epoch": 7.26, + "learning_rate": 0.00010324786324786326, + "loss": 0.0561, + "step": 5660 + }, + { + "epoch": 7.27, + "learning_rate": 0.00010307692307692307, + "loss": 0.0184, + "step": 5670 + }, + { + "epoch": 7.28, + "learning_rate": 0.0001029059829059829, + "loss": 0.0023, + "step": 5680 + }, + { + "epoch": 7.29, + "learning_rate": 0.00010273504273504273, + "loss": 0.016, + "step": 5690 + }, + { + "epoch": 7.31, + "learning_rate": 0.00010256410256410256, + "loss": 0.0604, + "step": 5700 + }, + { + "epoch": 7.32, + "learning_rate": 0.00010239316239316239, + "loss": 0.138, + "step": 5710 + }, + { + "epoch": 7.33, + "learning_rate": 0.00010222222222222222, + "loss": 0.0214, + "step": 5720 + }, + { + "epoch": 7.35, + "learning_rate": 0.00010205128205128205, + "loss": 0.1264, + "step": 5730 + }, + { + "epoch": 7.36, + "learning_rate": 0.00010188034188034187, + "loss": 0.0757, + "step": 5740 + }, + { + "epoch": 7.37, + "learning_rate": 0.0001017094017094017, + "loss": 0.0039, + "step": 5750 + }, + { + "epoch": 7.38, + "learning_rate": 0.00010153846153846153, + "loss": 0.0066, + "step": 5760 + }, + { + "epoch": 7.4, + "learning_rate": 0.00010136752136752137, + "loss": 0.005, + "step": 5770 + }, + { + "epoch": 7.41, + "learning_rate": 0.0001011965811965812, + "loss": 0.0012, + "step": 5780 + }, + { + "epoch": 7.42, + "learning_rate": 0.00010102564102564103, + "loss": 0.0018, + "step": 5790 + }, + { + "epoch": 7.44, + "learning_rate": 0.00010085470085470086, + "loss": 0.0032, + "step": 5800 + }, + { + "epoch": 7.45, + "learning_rate": 0.00010068376068376069, + "loss": 0.0578, + "step": 5810 + }, + { + "epoch": 7.46, + "learning_rate": 0.00010051282051282052, + "loss": 0.0013, + "step": 5820 + }, + { + "epoch": 7.47, + "learning_rate": 0.00010034188034188035, + "loss": 0.0016, + "step": 5830 + }, + { + "epoch": 7.49, + "learning_rate": 0.00010017094017094018, + "loss": 0.0051, + "step": 5840 + }, + { + "epoch": 7.5, + "learning_rate": 0.0001, + "loss": 0.147, + "step": 5850 + }, + { + "epoch": 7.51, + "learning_rate": 9.982905982905983e-05, + "loss": 0.0103, + "step": 5860 + }, + { + "epoch": 7.53, + "learning_rate": 9.965811965811966e-05, + "loss": 0.0011, + "step": 5870 + }, + { + "epoch": 7.54, + "learning_rate": 9.948717948717949e-05, + "loss": 0.0829, + "step": 5880 + }, + { + "epoch": 7.55, + "learning_rate": 9.931623931623932e-05, + "loss": 0.0065, + "step": 5890 + }, + { + "epoch": 7.56, + "learning_rate": 9.914529914529915e-05, + "loss": 0.0598, + "step": 5900 + }, + { + "epoch": 7.58, + "learning_rate": 9.897435897435898e-05, + "loss": 0.0473, + "step": 5910 + }, + { + "epoch": 7.59, + "learning_rate": 9.88034188034188e-05, + "loss": 0.0007, + "step": 5920 + }, + { + "epoch": 7.6, + "learning_rate": 9.863247863247864e-05, + "loss": 0.012, + "step": 5930 + }, + { + "epoch": 7.62, + "learning_rate": 9.846153846153848e-05, + "loss": 0.093, + "step": 5940 + }, + { + "epoch": 7.63, + "learning_rate": 9.829059829059829e-05, + "loss": 0.0074, + "step": 5950 + }, + { + "epoch": 7.64, + "learning_rate": 9.811965811965812e-05, + "loss": 0.0175, + "step": 5960 + }, + { + "epoch": 7.65, + "learning_rate": 9.794871794871795e-05, + "loss": 0.0363, + "step": 5970 + }, + { + "epoch": 7.67, + "learning_rate": 9.777777777777778e-05, + "loss": 0.0488, + "step": 5980 + }, + { + "epoch": 7.68, + "learning_rate": 9.760683760683761e-05, + "loss": 0.0007, + "step": 5990 + }, + { + "epoch": 7.69, + "learning_rate": 9.743589743589744e-05, + "loss": 0.0844, + "step": 6000 + }, + { + "epoch": 7.69, + "eval_accuracy": 0.7946127946127947, + "eval_loss": 1.2210915088653564, + "eval_runtime": 34.2874, + "eval_samples_per_second": 52.031, + "eval_steps_per_second": 6.504, + "step": 6000 + }, + { + "epoch": 7.71, + "learning_rate": 9.726495726495727e-05, + "loss": 0.1933, + "step": 6010 + }, + { + "epoch": 7.72, + "learning_rate": 9.70940170940171e-05, + "loss": 0.0448, + "step": 6020 + }, + { + "epoch": 7.73, + "learning_rate": 9.692307692307692e-05, + "loss": 0.2629, + "step": 6030 + }, + { + "epoch": 7.74, + "learning_rate": 9.675213675213675e-05, + "loss": 0.0007, + "step": 6040 + }, + { + "epoch": 7.76, + "learning_rate": 9.658119658119658e-05, + "loss": 0.0125, + "step": 6050 + }, + { + "epoch": 7.77, + "learning_rate": 9.641025641025641e-05, + "loss": 0.0129, + "step": 6060 + }, + { + "epoch": 7.78, + "learning_rate": 9.623931623931625e-05, + "loss": 0.0008, + "step": 6070 + }, + { + "epoch": 7.79, + "learning_rate": 9.606837606837608e-05, + "loss": 0.0009, + "step": 6080 + }, + { + "epoch": 7.81, + "learning_rate": 9.589743589743591e-05, + "loss": 0.0448, + "step": 6090 + }, + { + "epoch": 7.82, + "learning_rate": 9.572649572649574e-05, + "loss": 0.002, + "step": 6100 + }, + { + "epoch": 7.83, + "learning_rate": 9.555555555555557e-05, + "loss": 0.0514, + "step": 6110 + }, + { + "epoch": 7.85, + "learning_rate": 9.53846153846154e-05, + "loss": 0.0057, + "step": 6120 + }, + { + "epoch": 7.86, + "learning_rate": 9.521367521367521e-05, + "loss": 0.0145, + "step": 6130 + }, + { + "epoch": 7.87, + "learning_rate": 9.504273504273504e-05, + "loss": 0.001, + "step": 6140 + }, + { + "epoch": 7.88, + "learning_rate": 9.487179487179487e-05, + "loss": 0.0009, + "step": 6150 + }, + { + "epoch": 7.9, + "learning_rate": 9.47008547008547e-05, + "loss": 0.0953, + "step": 6160 + }, + { + "epoch": 7.91, + "learning_rate": 9.452991452991453e-05, + "loss": 0.0011, + "step": 6170 + }, + { + "epoch": 7.92, + "learning_rate": 9.435897435897436e-05, + "loss": 0.0007, + "step": 6180 + }, + { + "epoch": 7.94, + "learning_rate": 9.418803418803419e-05, + "loss": 0.0034, + "step": 6190 + }, + { + "epoch": 7.95, + "learning_rate": 9.401709401709401e-05, + "loss": 0.0738, + "step": 6200 + }, + { + "epoch": 7.96, + "learning_rate": 9.384615384615386e-05, + "loss": 0.0482, + "step": 6210 + }, + { + "epoch": 7.97, + "learning_rate": 9.367521367521369e-05, + "loss": 0.0014, + "step": 6220 + }, + { + "epoch": 7.99, + "learning_rate": 9.350427350427351e-05, + "loss": 0.0605, + "step": 6230 + }, + { + "epoch": 8.0, + "learning_rate": 9.333333333333334e-05, + "loss": 0.0622, + "step": 6240 + }, + { + "epoch": 8.01, + "learning_rate": 9.316239316239317e-05, + "loss": 0.0623, + "step": 6250 + }, + { + "epoch": 8.03, + "learning_rate": 9.2991452991453e-05, + "loss": 0.0084, + "step": 6260 + }, + { + "epoch": 8.04, + "learning_rate": 9.282051282051283e-05, + "loss": 0.0061, + "step": 6270 + }, + { + "epoch": 8.05, + "learning_rate": 9.264957264957266e-05, + "loss": 0.0011, + "step": 6280 + }, + { + "epoch": 8.06, + "learning_rate": 9.247863247863249e-05, + "loss": 0.0051, + "step": 6290 + }, + { + "epoch": 8.08, + "learning_rate": 9.230769230769232e-05, + "loss": 0.0658, + "step": 6300 + }, + { + "epoch": 8.09, + "learning_rate": 9.213675213675213e-05, + "loss": 0.0007, + "step": 6310 + }, + { + "epoch": 8.1, + "learning_rate": 9.196581196581196e-05, + "loss": 0.0954, + "step": 6320 + }, + { + "epoch": 8.12, + "learning_rate": 9.179487179487179e-05, + "loss": 0.0012, + "step": 6330 + }, + { + "epoch": 8.13, + "learning_rate": 9.162393162393162e-05, + "loss": 0.1042, + "step": 6340 + }, + { + "epoch": 8.14, + "learning_rate": 9.145299145299146e-05, + "loss": 0.0006, + "step": 6350 + }, + { + "epoch": 8.15, + "learning_rate": 9.128205128205129e-05, + "loss": 0.0329, + "step": 6360 + }, + { + "epoch": 8.17, + "learning_rate": 9.111111111111112e-05, + "loss": 0.0551, + "step": 6370 + }, + { + "epoch": 8.18, + "learning_rate": 9.094017094017095e-05, + "loss": 0.0011, + "step": 6380 + }, + { + "epoch": 8.19, + "learning_rate": 9.076923076923078e-05, + "loss": 0.0012, + "step": 6390 + }, + { + "epoch": 8.21, + "learning_rate": 9.05982905982906e-05, + "loss": 0.0817, + "step": 6400 + }, + { + "epoch": 8.22, + "learning_rate": 9.042735042735043e-05, + "loss": 0.0014, + "step": 6410 + }, + { + "epoch": 8.23, + "learning_rate": 9.025641025641026e-05, + "loss": 0.0292, + "step": 6420 + }, + { + "epoch": 8.24, + "learning_rate": 9.008547008547009e-05, + "loss": 0.0098, + "step": 6430 + }, + { + "epoch": 8.26, + "learning_rate": 8.991452991452992e-05, + "loss": 0.0011, + "step": 6440 + }, + { + "epoch": 8.27, + "learning_rate": 8.974358974358975e-05, + "loss": 0.004, + "step": 6450 + }, + { + "epoch": 8.28, + "learning_rate": 8.957264957264958e-05, + "loss": 0.0988, + "step": 6460 + }, + { + "epoch": 8.29, + "learning_rate": 8.94017094017094e-05, + "loss": 0.0373, + "step": 6470 + }, + { + "epoch": 8.31, + "learning_rate": 8.923076923076924e-05, + "loss": 0.0431, + "step": 6480 + }, + { + "epoch": 8.32, + "learning_rate": 8.905982905982906e-05, + "loss": 0.0084, + "step": 6490 + }, + { + "epoch": 8.33, + "learning_rate": 8.888888888888889e-05, + "loss": 0.0023, + "step": 6500 + }, + { + "epoch": 8.35, + "learning_rate": 8.871794871794872e-05, + "loss": 0.086, + "step": 6510 + }, + { + "epoch": 8.36, + "learning_rate": 8.854700854700855e-05, + "loss": 0.0997, + "step": 6520 + }, + { + "epoch": 8.37, + "learning_rate": 8.837606837606838e-05, + "loss": 0.0008, + "step": 6530 + }, + { + "epoch": 8.38, + "learning_rate": 8.820512820512821e-05, + "loss": 0.0011, + "step": 6540 + }, + { + "epoch": 8.4, + "learning_rate": 8.803418803418804e-05, + "loss": 0.0637, + "step": 6550 + }, + { + "epoch": 8.41, + "learning_rate": 8.786324786324787e-05, + "loss": 0.0503, + "step": 6560 + }, + { + "epoch": 8.42, + "learning_rate": 8.76923076923077e-05, + "loss": 0.0587, + "step": 6570 + }, + { + "epoch": 8.44, + "learning_rate": 8.752136752136752e-05, + "loss": 0.0858, + "step": 6580 + }, + { + "epoch": 8.45, + "learning_rate": 8.735042735042735e-05, + "loss": 0.0006, + "step": 6590 + }, + { + "epoch": 8.46, + "learning_rate": 8.717948717948718e-05, + "loss": 0.0007, + "step": 6600 + }, + { + "epoch": 8.47, + "learning_rate": 8.700854700854701e-05, + "loss": 0.0172, + "step": 6610 + }, + { + "epoch": 8.49, + "learning_rate": 8.683760683760684e-05, + "loss": 0.0009, + "step": 6620 + }, + { + "epoch": 8.5, + "learning_rate": 8.666666666666667e-05, + "loss": 0.0006, + "step": 6630 + }, + { + "epoch": 8.51, + "learning_rate": 8.64957264957265e-05, + "loss": 0.184, + "step": 6640 + }, + { + "epoch": 8.53, + "learning_rate": 8.632478632478634e-05, + "loss": 0.167, + "step": 6650 + }, + { + "epoch": 8.54, + "learning_rate": 8.615384615384617e-05, + "loss": 0.0084, + "step": 6660 + }, + { + "epoch": 8.55, + "learning_rate": 8.5982905982906e-05, + "loss": 0.0274, + "step": 6670 + }, + { + "epoch": 8.56, + "learning_rate": 8.581196581196581e-05, + "loss": 0.0008, + "step": 6680 + }, + { + "epoch": 8.58, + "learning_rate": 8.564102564102564e-05, + "loss": 0.0596, + "step": 6690 + }, + { + "epoch": 8.59, + "learning_rate": 8.547008547008547e-05, + "loss": 0.0083, + "step": 6700 + }, + { + "epoch": 8.6, + "learning_rate": 8.52991452991453e-05, + "loss": 0.0212, + "step": 6710 + }, + { + "epoch": 8.62, + "learning_rate": 8.512820512820513e-05, + "loss": 0.0172, + "step": 6720 + }, + { + "epoch": 8.63, + "learning_rate": 8.495726495726496e-05, + "loss": 0.0042, + "step": 6730 + }, + { + "epoch": 8.64, + "learning_rate": 8.478632478632479e-05, + "loss": 0.1231, + "step": 6740 + }, + { + "epoch": 8.65, + "learning_rate": 8.461538461538461e-05, + "loss": 0.0012, + "step": 6750 + }, + { + "epoch": 8.67, + "learning_rate": 8.444444444444444e-05, + "loss": 0.0206, + "step": 6760 + }, + { + "epoch": 8.68, + "learning_rate": 8.427350427350427e-05, + "loss": 0.0012, + "step": 6770 + }, + { + "epoch": 8.69, + "learning_rate": 8.410256410256411e-05, + "loss": 0.0061, + "step": 6780 + }, + { + "epoch": 8.71, + "learning_rate": 8.393162393162394e-05, + "loss": 0.1411, + "step": 6790 + }, + { + "epoch": 8.72, + "learning_rate": 8.376068376068377e-05, + "loss": 0.0489, + "step": 6800 + }, + { + "epoch": 8.73, + "learning_rate": 8.35897435897436e-05, + "loss": 0.0044, + "step": 6810 + }, + { + "epoch": 8.74, + "learning_rate": 8.341880341880343e-05, + "loss": 0.0262, + "step": 6820 + }, + { + "epoch": 8.76, + "learning_rate": 8.324786324786326e-05, + "loss": 0.0793, + "step": 6830 + }, + { + "epoch": 8.77, + "learning_rate": 8.307692307692309e-05, + "loss": 0.0054, + "step": 6840 + }, + { + "epoch": 8.78, + "learning_rate": 8.290598290598292e-05, + "loss": 0.1281, + "step": 6850 + }, + { + "epoch": 8.79, + "learning_rate": 8.273504273504273e-05, + "loss": 0.0657, + "step": 6860 + }, + { + "epoch": 8.81, + "learning_rate": 8.256410256410256e-05, + "loss": 0.016, + "step": 6870 + }, + { + "epoch": 8.82, + "learning_rate": 8.239316239316239e-05, + "loss": 0.0133, + "step": 6880 + }, + { + "epoch": 8.83, + "learning_rate": 8.222222222222222e-05, + "loss": 0.0391, + "step": 6890 + }, + { + "epoch": 8.85, + "learning_rate": 8.205128205128205e-05, + "loss": 0.1083, + "step": 6900 + }, + { + "epoch": 8.86, + "learning_rate": 8.188034188034188e-05, + "loss": 0.1051, + "step": 6910 + }, + { + "epoch": 8.87, + "learning_rate": 8.170940170940172e-05, + "loss": 0.0368, + "step": 6920 + }, + { + "epoch": 8.88, + "learning_rate": 8.153846153846155e-05, + "loss": 0.0038, + "step": 6930 + }, + { + "epoch": 8.9, + "learning_rate": 8.136752136752138e-05, + "loss": 0.0129, + "step": 6940 + }, + { + "epoch": 8.91, + "learning_rate": 8.11965811965812e-05, + "loss": 0.1158, + "step": 6950 + }, + { + "epoch": 8.92, + "learning_rate": 8.102564102564103e-05, + "loss": 0.1172, + "step": 6960 + }, + { + "epoch": 8.94, + "learning_rate": 8.085470085470086e-05, + "loss": 0.0009, + "step": 6970 + }, + { + "epoch": 8.95, + "learning_rate": 8.068376068376069e-05, + "loss": 0.1745, + "step": 6980 + }, + { + "epoch": 8.96, + "learning_rate": 8.051282051282052e-05, + "loss": 0.0434, + "step": 6990 + }, + { + "epoch": 8.97, + "learning_rate": 8.034188034188035e-05, + "loss": 0.0006, + "step": 7000 + }, + { + "epoch": 8.97, + "eval_accuracy": 0.7884399551066218, + "eval_loss": 1.2867748737335205, + "eval_runtime": 36.1409, + "eval_samples_per_second": 49.362, + "eval_steps_per_second": 6.17, + "step": 7000 + }, + { + "epoch": 8.99, + "learning_rate": 8.017094017094018e-05, + "loss": 0.0005, + "step": 7010 + }, + { + "epoch": 9.0, + "learning_rate": 8e-05, + "loss": 0.0017, + "step": 7020 + }, + { + "epoch": 9.01, + "learning_rate": 7.982905982905984e-05, + "loss": 0.0526, + "step": 7030 + }, + { + "epoch": 9.03, + "learning_rate": 7.965811965811965e-05, + "loss": 0.0812, + "step": 7040 + }, + { + "epoch": 9.04, + "learning_rate": 7.948717948717948e-05, + "loss": 0.0004, + "step": 7050 + }, + { + "epoch": 9.05, + "learning_rate": 7.931623931623932e-05, + "loss": 0.205, + "step": 7060 + }, + { + "epoch": 9.06, + "learning_rate": 7.914529914529915e-05, + "loss": 0.1026, + "step": 7070 + }, + { + "epoch": 9.08, + "learning_rate": 7.897435897435898e-05, + "loss": 0.0089, + "step": 7080 + }, + { + "epoch": 9.09, + "learning_rate": 7.880341880341881e-05, + "loss": 0.135, + "step": 7090 + }, + { + "epoch": 9.1, + "learning_rate": 7.863247863247864e-05, + "loss": 0.0046, + "step": 7100 + }, + { + "epoch": 9.12, + "learning_rate": 7.846153846153847e-05, + "loss": 0.1972, + "step": 7110 + }, + { + "epoch": 9.13, + "learning_rate": 7.82905982905983e-05, + "loss": 0.0195, + "step": 7120 + }, + { + "epoch": 9.14, + "learning_rate": 7.811965811965812e-05, + "loss": 0.0022, + "step": 7130 + }, + { + "epoch": 9.15, + "learning_rate": 7.794871794871795e-05, + "loss": 0.0015, + "step": 7140 + }, + { + "epoch": 9.17, + "learning_rate": 7.777777777777778e-05, + "loss": 0.0006, + "step": 7150 + }, + { + "epoch": 9.18, + "learning_rate": 7.760683760683761e-05, + "loss": 0.116, + "step": 7160 + }, + { + "epoch": 9.19, + "learning_rate": 7.743589743589744e-05, + "loss": 0.0126, + "step": 7170 + }, + { + "epoch": 9.21, + "learning_rate": 7.726495726495727e-05, + "loss": 0.0509, + "step": 7180 + }, + { + "epoch": 9.22, + "learning_rate": 7.70940170940171e-05, + "loss": 0.0017, + "step": 7190 + }, + { + "epoch": 9.23, + "learning_rate": 7.692307692307693e-05, + "loss": 0.1155, + "step": 7200 + }, + { + "epoch": 9.24, + "learning_rate": 7.675213675213675e-05, + "loss": 0.0006, + "step": 7210 + }, + { + "epoch": 9.26, + "learning_rate": 7.65811965811966e-05, + "loss": 0.0807, + "step": 7220 + }, + { + "epoch": 9.27, + "learning_rate": 7.641025641025641e-05, + "loss": 0.0763, + "step": 7230 + }, + { + "epoch": 9.28, + "learning_rate": 7.623931623931624e-05, + "loss": 0.0361, + "step": 7240 + }, + { + "epoch": 9.29, + "learning_rate": 7.606837606837607e-05, + "loss": 0.0531, + "step": 7250 + }, + { + "epoch": 9.31, + "learning_rate": 7.58974358974359e-05, + "loss": 0.1016, + "step": 7260 + }, + { + "epoch": 9.32, + "learning_rate": 7.572649572649573e-05, + "loss": 0.0008, + "step": 7270 + }, + { + "epoch": 9.33, + "learning_rate": 7.555555555555556e-05, + "loss": 0.0055, + "step": 7280 + }, + { + "epoch": 9.35, + "learning_rate": 7.538461538461539e-05, + "loss": 0.1142, + "step": 7290 + }, + { + "epoch": 9.36, + "learning_rate": 7.521367521367521e-05, + "loss": 0.0007, + "step": 7300 + }, + { + "epoch": 9.37, + "learning_rate": 7.504273504273504e-05, + "loss": 0.0008, + "step": 7310 + }, + { + "epoch": 9.38, + "learning_rate": 7.487179487179487e-05, + "loss": 0.0006, + "step": 7320 + }, + { + "epoch": 9.4, + "learning_rate": 7.47008547008547e-05, + "loss": 0.0006, + "step": 7330 + }, + { + "epoch": 9.41, + "learning_rate": 7.452991452991453e-05, + "loss": 0.0048, + "step": 7340 + }, + { + "epoch": 9.42, + "learning_rate": 7.435897435897436e-05, + "loss": 0.0716, + "step": 7350 + }, + { + "epoch": 9.44, + "learning_rate": 7.41880341880342e-05, + "loss": 0.0031, + "step": 7360 + }, + { + "epoch": 9.45, + "learning_rate": 7.401709401709403e-05, + "loss": 0.1143, + "step": 7370 + }, + { + "epoch": 9.46, + "learning_rate": 7.384615384615386e-05, + "loss": 0.0634, + "step": 7380 + }, + { + "epoch": 9.47, + "learning_rate": 7.367521367521369e-05, + "loss": 0.0005, + "step": 7390 + }, + { + "epoch": 9.49, + "learning_rate": 7.350427350427352e-05, + "loss": 0.1023, + "step": 7400 + }, + { + "epoch": 9.5, + "learning_rate": 7.333333333333333e-05, + "loss": 0.0011, + "step": 7410 + }, + { + "epoch": 9.51, + "learning_rate": 7.316239316239316e-05, + "loss": 0.0422, + "step": 7420 + }, + { + "epoch": 9.53, + "learning_rate": 7.299145299145299e-05, + "loss": 0.0004, + "step": 7430 + }, + { + "epoch": 9.54, + "learning_rate": 7.282051282051282e-05, + "loss": 0.1052, + "step": 7440 + }, + { + "epoch": 9.55, + "learning_rate": 7.264957264957265e-05, + "loss": 0.0005, + "step": 7450 + }, + { + "epoch": 9.56, + "learning_rate": 7.247863247863248e-05, + "loss": 0.0243, + "step": 7460 + }, + { + "epoch": 9.58, + "learning_rate": 7.23076923076923e-05, + "loss": 0.0006, + "step": 7470 + }, + { + "epoch": 9.59, + "learning_rate": 7.213675213675213e-05, + "loss": 0.1699, + "step": 7480 + }, + { + "epoch": 9.6, + "learning_rate": 7.196581196581196e-05, + "loss": 0.0004, + "step": 7490 + }, + { + "epoch": 9.62, + "learning_rate": 7.17948717948718e-05, + "loss": 0.0036, + "step": 7500 + }, + { + "epoch": 9.63, + "learning_rate": 7.162393162393163e-05, + "loss": 0.0157, + "step": 7510 + }, + { + "epoch": 9.64, + "learning_rate": 7.145299145299146e-05, + "loss": 0.0008, + "step": 7520 + }, + { + "epoch": 9.65, + "learning_rate": 7.128205128205129e-05, + "loss": 0.0644, + "step": 7530 + }, + { + "epoch": 9.67, + "learning_rate": 7.111111111111112e-05, + "loss": 0.0851, + "step": 7540 + }, + { + "epoch": 9.68, + "learning_rate": 7.094017094017095e-05, + "loss": 0.139, + "step": 7550 + }, + { + "epoch": 9.69, + "learning_rate": 7.076923076923078e-05, + "loss": 0.0009, + "step": 7560 + }, + { + "epoch": 9.71, + "learning_rate": 7.05982905982906e-05, + "loss": 0.063, + "step": 7570 + }, + { + "epoch": 9.72, + "learning_rate": 7.042735042735044e-05, + "loss": 0.0027, + "step": 7580 + }, + { + "epoch": 9.73, + "learning_rate": 7.025641025641025e-05, + "loss": 0.227, + "step": 7590 + }, + { + "epoch": 9.74, + "learning_rate": 7.008547008547008e-05, + "loss": 0.0005, + "step": 7600 + }, + { + "epoch": 9.76, + "learning_rate": 6.991452991452991e-05, + "loss": 0.1772, + "step": 7610 + }, + { + "epoch": 9.77, + "learning_rate": 6.974358974358974e-05, + "loss": 0.0007, + "step": 7620 + }, + { + "epoch": 9.78, + "learning_rate": 6.957264957264958e-05, + "loss": 0.0034, + "step": 7630 + }, + { + "epoch": 9.79, + "learning_rate": 6.940170940170941e-05, + "loss": 0.027, + "step": 7640 + }, + { + "epoch": 9.81, + "learning_rate": 6.923076923076924e-05, + "loss": 0.0009, + "step": 7650 + }, + { + "epoch": 9.82, + "learning_rate": 6.905982905982907e-05, + "loss": 0.0663, + "step": 7660 + }, + { + "epoch": 9.83, + "learning_rate": 6.88888888888889e-05, + "loss": 0.095, + "step": 7670 + }, + { + "epoch": 9.85, + "learning_rate": 6.871794871794872e-05, + "loss": 0.0704, + "step": 7680 + }, + { + "epoch": 9.86, + "learning_rate": 6.854700854700855e-05, + "loss": 0.001, + "step": 7690 + }, + { + "epoch": 9.87, + "learning_rate": 6.837606837606838e-05, + "loss": 0.0015, + "step": 7700 + }, + { + "epoch": 9.88, + "learning_rate": 6.820512820512821e-05, + "loss": 0.0022, + "step": 7710 + }, + { + "epoch": 9.9, + "learning_rate": 6.803418803418804e-05, + "loss": 0.0419, + "step": 7720 + }, + { + "epoch": 9.91, + "learning_rate": 6.786324786324787e-05, + "loss": 0.0022, + "step": 7730 + }, + { + "epoch": 9.92, + "learning_rate": 6.76923076923077e-05, + "loss": 0.0007, + "step": 7740 + }, + { + "epoch": 9.94, + "learning_rate": 6.752136752136753e-05, + "loss": 0.215, + "step": 7750 + }, + { + "epoch": 9.95, + "learning_rate": 6.735042735042735e-05, + "loss": 0.0006, + "step": 7760 + }, + { + "epoch": 9.96, + "learning_rate": 6.717948717948718e-05, + "loss": 0.0018, + "step": 7770 + }, + { + "epoch": 9.97, + "learning_rate": 6.700854700854701e-05, + "loss": 0.0006, + "step": 7780 + }, + { + "epoch": 9.99, + "learning_rate": 6.683760683760684e-05, + "loss": 0.0007, + "step": 7790 + }, + { + "epoch": 10.0, + "learning_rate": 6.666666666666667e-05, + "loss": 0.0023, + "step": 7800 + }, + { + "epoch": 10.01, + "learning_rate": 6.64957264957265e-05, + "loss": 0.0004, + "step": 7810 + }, + { + "epoch": 10.03, + "learning_rate": 6.632478632478633e-05, + "loss": 0.0606, + "step": 7820 + }, + { + "epoch": 10.04, + "learning_rate": 6.615384615384616e-05, + "loss": 0.0005, + "step": 7830 + }, + { + "epoch": 10.05, + "learning_rate": 6.598290598290599e-05, + "loss": 0.0006, + "step": 7840 + }, + { + "epoch": 10.06, + "learning_rate": 6.581196581196581e-05, + "loss": 0.0335, + "step": 7850 + }, + { + "epoch": 10.08, + "learning_rate": 6.564102564102564e-05, + "loss": 0.0004, + "step": 7860 + }, + { + "epoch": 10.09, + "learning_rate": 6.547008547008547e-05, + "loss": 0.0004, + "step": 7870 + }, + { + "epoch": 10.1, + "learning_rate": 6.52991452991453e-05, + "loss": 0.0037, + "step": 7880 + }, + { + "epoch": 10.12, + "learning_rate": 6.512820512820513e-05, + "loss": 0.1206, + "step": 7890 + }, + { + "epoch": 10.13, + "learning_rate": 6.495726495726496e-05, + "loss": 0.0153, + "step": 7900 + }, + { + "epoch": 10.14, + "learning_rate": 6.478632478632479e-05, + "loss": 0.0006, + "step": 7910 + }, + { + "epoch": 10.15, + "learning_rate": 6.461538461538462e-05, + "loss": 0.0083, + "step": 7920 + }, + { + "epoch": 10.17, + "learning_rate": 6.444444444444446e-05, + "loss": 0.0032, + "step": 7930 + }, + { + "epoch": 10.18, + "learning_rate": 6.427350427350429e-05, + "loss": 0.0004, + "step": 7940 + }, + { + "epoch": 10.19, + "learning_rate": 6.410256410256412e-05, + "loss": 0.0084, + "step": 7950 + }, + { + "epoch": 10.21, + "learning_rate": 6.393162393162393e-05, + "loss": 0.0353, + "step": 7960 + }, + { + "epoch": 10.22, + "learning_rate": 6.376068376068376e-05, + "loss": 0.0019, + "step": 7970 + }, + { + "epoch": 10.23, + "learning_rate": 6.358974358974359e-05, + "loss": 0.0004, + "step": 7980 + }, + { + "epoch": 10.24, + "learning_rate": 6.341880341880342e-05, + "loss": 0.0117, + "step": 7990 + }, + { + "epoch": 10.26, + "learning_rate": 6.324786324786325e-05, + "loss": 0.0914, + "step": 8000 + }, + { + "epoch": 10.26, + "eval_accuracy": 0.7940516273849607, + "eval_loss": 1.275172233581543, + "eval_runtime": 35.1577, + "eval_samples_per_second": 50.743, + "eval_steps_per_second": 6.343, + "step": 8000 + }, + { + "epoch": 10.27, + "learning_rate": 6.307692307692308e-05, + "loss": 0.0618, + "step": 8010 + }, + { + "epoch": 10.28, + "learning_rate": 6.29059829059829e-05, + "loss": 0.0707, + "step": 8020 + }, + { + "epoch": 10.29, + "learning_rate": 6.273504273504273e-05, + "loss": 0.0011, + "step": 8030 + }, + { + "epoch": 10.31, + "learning_rate": 6.256410256410256e-05, + "loss": 0.0968, + "step": 8040 + }, + { + "epoch": 10.32, + "learning_rate": 6.239316239316239e-05, + "loss": 0.0003, + "step": 8050 + }, + { + "epoch": 10.33, + "learning_rate": 6.222222222222222e-05, + "loss": 0.0003, + "step": 8060 + }, + { + "epoch": 10.35, + "learning_rate": 6.205128205128206e-05, + "loss": 0.0041, + "step": 8070 + }, + { + "epoch": 10.36, + "learning_rate": 6.188034188034189e-05, + "loss": 0.0003, + "step": 8080 + }, + { + "epoch": 10.37, + "learning_rate": 6.170940170940172e-05, + "loss": 0.0024, + "step": 8090 + }, + { + "epoch": 10.38, + "learning_rate": 6.153846153846155e-05, + "loss": 0.0006, + "step": 8100 + }, + { + "epoch": 10.4, + "learning_rate": 6.136752136752138e-05, + "loss": 0.0006, + "step": 8110 + }, + { + "epoch": 10.41, + "learning_rate": 6.11965811965812e-05, + "loss": 0.0005, + "step": 8120 + }, + { + "epoch": 10.42, + "learning_rate": 6.1025641025641035e-05, + "loss": 0.0006, + "step": 8130 + }, + { + "epoch": 10.44, + "learning_rate": 6.085470085470085e-05, + "loss": 0.091, + "step": 8140 + }, + { + "epoch": 10.45, + "learning_rate": 6.068376068376068e-05, + "loss": 0.0003, + "step": 8150 + }, + { + "epoch": 10.46, + "learning_rate": 6.0512820512820515e-05, + "loss": 0.0004, + "step": 8160 + }, + { + "epoch": 10.47, + "learning_rate": 6.0341880341880344e-05, + "loss": 0.0175, + "step": 8170 + }, + { + "epoch": 10.49, + "learning_rate": 6.017094017094017e-05, + "loss": 0.0003, + "step": 8180 + }, + { + "epoch": 10.5, + "learning_rate": 6e-05, + "loss": 0.0003, + "step": 8190 + }, + { + "epoch": 10.51, + "learning_rate": 5.982905982905983e-05, + "loss": 0.0003, + "step": 8200 + }, + { + "epoch": 10.53, + "learning_rate": 5.965811965811966e-05, + "loss": 0.0005, + "step": 8210 + }, + { + "epoch": 10.54, + "learning_rate": 5.948717948717949e-05, + "loss": 0.0008, + "step": 8220 + }, + { + "epoch": 10.55, + "learning_rate": 5.931623931623932e-05, + "loss": 0.0005, + "step": 8230 + }, + { + "epoch": 10.56, + "learning_rate": 5.9145299145299146e-05, + "loss": 0.0006, + "step": 8240 + }, + { + "epoch": 10.58, + "learning_rate": 5.897435897435898e-05, + "loss": 0.0004, + "step": 8250 + }, + { + "epoch": 10.59, + "learning_rate": 5.880341880341881e-05, + "loss": 0.0003, + "step": 8260 + }, + { + "epoch": 10.6, + "learning_rate": 5.863247863247864e-05, + "loss": 0.174, + "step": 8270 + }, + { + "epoch": 10.62, + "learning_rate": 5.846153846153847e-05, + "loss": 0.0006, + "step": 8280 + }, + { + "epoch": 10.63, + "learning_rate": 5.82905982905983e-05, + "loss": 0.0003, + "step": 8290 + }, + { + "epoch": 10.64, + "learning_rate": 5.8119658119658126e-05, + "loss": 0.0004, + "step": 8300 + }, + { + "epoch": 10.65, + "learning_rate": 5.7948717948717954e-05, + "loss": 0.0003, + "step": 8310 + }, + { + "epoch": 10.67, + "learning_rate": 5.7777777777777776e-05, + "loss": 0.0003, + "step": 8320 + }, + { + "epoch": 10.68, + "learning_rate": 5.7606837606837605e-05, + "loss": 0.0004, + "step": 8330 + }, + { + "epoch": 10.69, + "learning_rate": 5.7435897435897434e-05, + "loss": 0.0281, + "step": 8340 + }, + { + "epoch": 10.71, + "learning_rate": 5.726495726495726e-05, + "loss": 0.0003, + "step": 8350 + }, + { + "epoch": 10.72, + "learning_rate": 5.709401709401709e-05, + "loss": 0.0004, + "step": 8360 + }, + { + "epoch": 10.73, + "learning_rate": 5.692307692307692e-05, + "loss": 0.0321, + "step": 8370 + }, + { + "epoch": 10.74, + "learning_rate": 5.6752136752136756e-05, + "loss": 0.0013, + "step": 8380 + }, + { + "epoch": 10.76, + "learning_rate": 5.6581196581196585e-05, + "loss": 0.0004, + "step": 8390 + }, + { + "epoch": 10.77, + "learning_rate": 5.6410256410256414e-05, + "loss": 0.1839, + "step": 8400 + }, + { + "epoch": 10.78, + "learning_rate": 5.623931623931624e-05, + "loss": 0.0004, + "step": 8410 + }, + { + "epoch": 10.79, + "learning_rate": 5.606837606837607e-05, + "loss": 0.0019, + "step": 8420 + }, + { + "epoch": 10.81, + "learning_rate": 5.58974358974359e-05, + "loss": 0.0005, + "step": 8430 + }, + { + "epoch": 10.82, + "learning_rate": 5.572649572649573e-05, + "loss": 0.0444, + "step": 8440 + }, + { + "epoch": 10.83, + "learning_rate": 5.555555555555556e-05, + "loss": 0.0005, + "step": 8450 + }, + { + "epoch": 10.85, + "learning_rate": 5.538461538461539e-05, + "loss": 0.0009, + "step": 8460 + }, + { + "epoch": 10.86, + "learning_rate": 5.521367521367522e-05, + "loss": 0.0004, + "step": 8470 + }, + { + "epoch": 10.87, + "learning_rate": 5.504273504273505e-05, + "loss": 0.0004, + "step": 8480 + }, + { + "epoch": 10.88, + "learning_rate": 5.487179487179488e-05, + "loss": 0.0005, + "step": 8490 + }, + { + "epoch": 10.9, + "learning_rate": 5.470085470085471e-05, + "loss": 0.0003, + "step": 8500 + }, + { + "epoch": 10.91, + "learning_rate": 5.4529914529914525e-05, + "loss": 0.0003, + "step": 8510 + }, + { + "epoch": 10.92, + "learning_rate": 5.435897435897436e-05, + "loss": 0.0004, + "step": 8520 + }, + { + "epoch": 10.94, + "learning_rate": 5.418803418803419e-05, + "loss": 0.0003, + "step": 8530 + }, + { + "epoch": 10.95, + "learning_rate": 5.401709401709402e-05, + "loss": 0.0004, + "step": 8540 + }, + { + "epoch": 10.96, + "learning_rate": 5.384615384615385e-05, + "loss": 0.0346, + "step": 8550 + }, + { + "epoch": 10.97, + "learning_rate": 5.3675213675213675e-05, + "loss": 0.0035, + "step": 8560 + }, + { + "epoch": 10.99, + "learning_rate": 5.3504273504273504e-05, + "loss": 0.0415, + "step": 8570 + }, + { + "epoch": 11.0, + "learning_rate": 5.333333333333333e-05, + "loss": 0.0003, + "step": 8580 + }, + { + "epoch": 11.01, + "learning_rate": 5.316239316239316e-05, + "loss": 0.0003, + "step": 8590 + }, + { + "epoch": 11.03, + "learning_rate": 5.2991452991453e-05, + "loss": 0.0013, + "step": 8600 + }, + { + "epoch": 11.04, + "learning_rate": 5.2820512820512826e-05, + "loss": 0.0126, + "step": 8610 + }, + { + "epoch": 11.05, + "learning_rate": 5.2649572649572655e-05, + "loss": 0.0003, + "step": 8620 + }, + { + "epoch": 11.06, + "learning_rate": 5.2478632478632484e-05, + "loss": 0.0003, + "step": 8630 + }, + { + "epoch": 11.08, + "learning_rate": 5.230769230769231e-05, + "loss": 0.0003, + "step": 8640 + }, + { + "epoch": 11.09, + "learning_rate": 5.213675213675214e-05, + "loss": 0.0003, + "step": 8650 + }, + { + "epoch": 11.1, + "learning_rate": 5.196581196581197e-05, + "loss": 0.0003, + "step": 8660 + }, + { + "epoch": 11.12, + "learning_rate": 5.17948717948718e-05, + "loss": 0.0004, + "step": 8670 + }, + { + "epoch": 11.13, + "learning_rate": 5.162393162393163e-05, + "loss": 0.0002, + "step": 8680 + }, + { + "epoch": 11.14, + "learning_rate": 5.145299145299145e-05, + "loss": 0.0002, + "step": 8690 + }, + { + "epoch": 11.15, + "learning_rate": 5.128205128205128e-05, + "loss": 0.0002, + "step": 8700 + }, + { + "epoch": 11.17, + "learning_rate": 5.111111111111111e-05, + "loss": 0.0003, + "step": 8710 + }, + { + "epoch": 11.18, + "learning_rate": 5.094017094017094e-05, + "loss": 0.0003, + "step": 8720 + }, + { + "epoch": 11.19, + "learning_rate": 5.0769230769230766e-05, + "loss": 0.0004, + "step": 8730 + }, + { + "epoch": 11.21, + "learning_rate": 5.05982905982906e-05, + "loss": 0.028, + "step": 8740 + }, + { + "epoch": 11.22, + "learning_rate": 5.042735042735043e-05, + "loss": 0.0002, + "step": 8750 + }, + { + "epoch": 11.23, + "learning_rate": 5.025641025641026e-05, + "loss": 0.0003, + "step": 8760 + }, + { + "epoch": 11.24, + "learning_rate": 5.008547008547009e-05, + "loss": 0.0025, + "step": 8770 + }, + { + "epoch": 11.26, + "learning_rate": 4.991452991452992e-05, + "loss": 0.0003, + "step": 8780 + }, + { + "epoch": 11.27, + "learning_rate": 4.9743589743589746e-05, + "loss": 0.0002, + "step": 8790 + }, + { + "epoch": 11.28, + "learning_rate": 4.9572649572649575e-05, + "loss": 0.0003, + "step": 8800 + }, + { + "epoch": 11.29, + "learning_rate": 4.94017094017094e-05, + "loss": 0.0002, + "step": 8810 + }, + { + "epoch": 11.31, + "learning_rate": 4.923076923076924e-05, + "loss": 0.0736, + "step": 8820 + }, + { + "epoch": 11.32, + "learning_rate": 4.905982905982906e-05, + "loss": 0.0002, + "step": 8830 + }, + { + "epoch": 11.33, + "learning_rate": 4.888888888888889e-05, + "loss": 0.0007, + "step": 8840 + }, + { + "epoch": 11.35, + "learning_rate": 4.871794871794872e-05, + "loss": 0.015, + "step": 8850 + }, + { + "epoch": 11.36, + "learning_rate": 4.854700854700855e-05, + "loss": 0.0067, + "step": 8860 + }, + { + "epoch": 11.37, + "learning_rate": 4.8376068376068376e-05, + "loss": 0.0003, + "step": 8870 + }, + { + "epoch": 11.38, + "learning_rate": 4.8205128205128205e-05, + "loss": 0.0002, + "step": 8880 + }, + { + "epoch": 11.4, + "learning_rate": 4.803418803418804e-05, + "loss": 0.0002, + "step": 8890 + }, + { + "epoch": 11.41, + "learning_rate": 4.786324786324787e-05, + "loss": 0.0002, + "step": 8900 + }, + { + "epoch": 11.42, + "learning_rate": 4.76923076923077e-05, + "loss": 0.0002, + "step": 8910 + }, + { + "epoch": 11.44, + "learning_rate": 4.752136752136752e-05, + "loss": 0.0004, + "step": 8920 + }, + { + "epoch": 11.45, + "learning_rate": 4.735042735042735e-05, + "loss": 0.0002, + "step": 8930 + }, + { + "epoch": 11.46, + "learning_rate": 4.717948717948718e-05, + "loss": 0.0003, + "step": 8940 + }, + { + "epoch": 11.47, + "learning_rate": 4.700854700854701e-05, + "loss": 0.0002, + "step": 8950 + }, + { + "epoch": 11.49, + "learning_rate": 4.683760683760684e-05, + "loss": 0.0002, + "step": 8960 + }, + { + "epoch": 11.5, + "learning_rate": 4.666666666666667e-05, + "loss": 0.0002, + "step": 8970 + }, + { + "epoch": 11.51, + "learning_rate": 4.64957264957265e-05, + "loss": 0.0002, + "step": 8980 + }, + { + "epoch": 11.53, + "learning_rate": 4.632478632478633e-05, + "loss": 0.0002, + "step": 8990 + }, + { + "epoch": 11.54, + "learning_rate": 4.615384615384616e-05, + "loss": 0.0003, + "step": 9000 + }, + { + "epoch": 11.54, + "eval_accuracy": 0.7951739618406285, + "eval_loss": 1.3951935768127441, + "eval_runtime": 35.2372, + "eval_samples_per_second": 50.628, + "eval_steps_per_second": 6.329, + "step": 9000 + }, + { + "epoch": 11.55, + "learning_rate": 4.598290598290598e-05, + "loss": 0.0002, + "step": 9010 + }, + { + "epoch": 11.56, + "learning_rate": 4.581196581196581e-05, + "loss": 0.0003, + "step": 9020 + }, + { + "epoch": 11.58, + "learning_rate": 4.5641025641025645e-05, + "loss": 0.0002, + "step": 9030 + }, + { + "epoch": 11.59, + "learning_rate": 4.5470085470085474e-05, + "loss": 0.0002, + "step": 9040 + }, + { + "epoch": 11.6, + "learning_rate": 4.52991452991453e-05, + "loss": 0.0002, + "step": 9050 + }, + { + "epoch": 11.62, + "learning_rate": 4.512820512820513e-05, + "loss": 0.0002, + "step": 9060 + }, + { + "epoch": 11.63, + "learning_rate": 4.495726495726496e-05, + "loss": 0.0002, + "step": 9070 + }, + { + "epoch": 11.64, + "learning_rate": 4.478632478632479e-05, + "loss": 0.0002, + "step": 9080 + }, + { + "epoch": 11.65, + "learning_rate": 4.461538461538462e-05, + "loss": 0.0002, + "step": 9090 + }, + { + "epoch": 11.67, + "learning_rate": 4.4444444444444447e-05, + "loss": 0.0002, + "step": 9100 + }, + { + "epoch": 11.68, + "learning_rate": 4.4273504273504275e-05, + "loss": 0.0014, + "step": 9110 + }, + { + "epoch": 11.69, + "learning_rate": 4.4102564102564104e-05, + "loss": 0.0002, + "step": 9120 + }, + { + "epoch": 11.71, + "learning_rate": 4.393162393162393e-05, + "loss": 0.0005, + "step": 9130 + }, + { + "epoch": 11.72, + "learning_rate": 4.376068376068376e-05, + "loss": 0.0002, + "step": 9140 + }, + { + "epoch": 11.73, + "learning_rate": 4.358974358974359e-05, + "loss": 0.0002, + "step": 9150 + }, + { + "epoch": 11.74, + "learning_rate": 4.341880341880342e-05, + "loss": 0.0102, + "step": 9160 + }, + { + "epoch": 11.76, + "learning_rate": 4.324786324786325e-05, + "loss": 0.0002, + "step": 9170 + }, + { + "epoch": 11.77, + "learning_rate": 4.3076923076923084e-05, + "loss": 0.0002, + "step": 9180 + }, + { + "epoch": 11.78, + "learning_rate": 4.2905982905982906e-05, + "loss": 0.0002, + "step": 9190 + }, + { + "epoch": 11.79, + "learning_rate": 4.2735042735042735e-05, + "loss": 0.0006, + "step": 9200 + }, + { + "epoch": 11.81, + "learning_rate": 4.2564102564102564e-05, + "loss": 0.0002, + "step": 9210 + }, + { + "epoch": 11.82, + "learning_rate": 4.239316239316239e-05, + "loss": 0.0002, + "step": 9220 + }, + { + "epoch": 11.83, + "learning_rate": 4.222222222222222e-05, + "loss": 0.0002, + "step": 9230 + }, + { + "epoch": 11.85, + "learning_rate": 4.205128205128206e-05, + "loss": 0.0281, + "step": 9240 + }, + { + "epoch": 11.86, + "learning_rate": 4.1880341880341886e-05, + "loss": 0.0002, + "step": 9250 + }, + { + "epoch": 11.87, + "learning_rate": 4.1709401709401715e-05, + "loss": 0.0002, + "step": 9260 + }, + { + "epoch": 11.88, + "learning_rate": 4.1538461538461544e-05, + "loss": 0.0035, + "step": 9270 + }, + { + "epoch": 11.9, + "learning_rate": 4.1367521367521366e-05, + "loss": 0.0002, + "step": 9280 + }, + { + "epoch": 11.91, + "learning_rate": 4.1196581196581195e-05, + "loss": 0.0003, + "step": 9290 + }, + { + "epoch": 11.92, + "learning_rate": 4.1025641025641023e-05, + "loss": 0.0002, + "step": 9300 + }, + { + "epoch": 11.94, + "learning_rate": 4.085470085470086e-05, + "loss": 0.0008, + "step": 9310 + }, + { + "epoch": 11.95, + "learning_rate": 4.068376068376069e-05, + "loss": 0.0002, + "step": 9320 + }, + { + "epoch": 11.96, + "learning_rate": 4.051282051282052e-05, + "loss": 0.0002, + "step": 9330 + }, + { + "epoch": 11.97, + "learning_rate": 4.0341880341880346e-05, + "loss": 0.0002, + "step": 9340 + }, + { + "epoch": 11.99, + "learning_rate": 4.0170940170940174e-05, + "loss": 0.0002, + "step": 9350 + }, + { + "epoch": 12.0, + "learning_rate": 4e-05, + "loss": 0.0003, + "step": 9360 + }, + { + "epoch": 12.01, + "learning_rate": 3.9829059829059825e-05, + "loss": 0.0002, + "step": 9370 + }, + { + "epoch": 12.03, + "learning_rate": 3.965811965811966e-05, + "loss": 0.0002, + "step": 9380 + }, + { + "epoch": 12.04, + "learning_rate": 3.948717948717949e-05, + "loss": 0.0002, + "step": 9390 + }, + { + "epoch": 12.05, + "learning_rate": 3.931623931623932e-05, + "loss": 0.0002, + "step": 9400 + }, + { + "epoch": 12.06, + "learning_rate": 3.914529914529915e-05, + "loss": 0.0002, + "step": 9410 + }, + { + "epoch": 12.08, + "learning_rate": 3.8974358974358976e-05, + "loss": 0.0002, + "step": 9420 + }, + { + "epoch": 12.09, + "learning_rate": 3.8803418803418805e-05, + "loss": 0.0002, + "step": 9430 + }, + { + "epoch": 12.1, + "learning_rate": 3.8632478632478634e-05, + "loss": 0.0002, + "step": 9440 + }, + { + "epoch": 12.12, + "learning_rate": 3.846153846153846e-05, + "loss": 0.0002, + "step": 9450 + }, + { + "epoch": 12.13, + "learning_rate": 3.82905982905983e-05, + "loss": 0.0002, + "step": 9460 + }, + { + "epoch": 12.14, + "learning_rate": 3.811965811965812e-05, + "loss": 0.0002, + "step": 9470 + }, + { + "epoch": 12.15, + "learning_rate": 3.794871794871795e-05, + "loss": 0.0002, + "step": 9480 + }, + { + "epoch": 12.17, + "learning_rate": 3.777777777777778e-05, + "loss": 0.0002, + "step": 9490 + }, + { + "epoch": 12.18, + "learning_rate": 3.760683760683761e-05, + "loss": 0.0002, + "step": 9500 + }, + { + "epoch": 12.19, + "learning_rate": 3.7435897435897436e-05, + "loss": 0.0002, + "step": 9510 + }, + { + "epoch": 12.21, + "learning_rate": 3.7264957264957265e-05, + "loss": 0.0003, + "step": 9520 + }, + { + "epoch": 12.22, + "learning_rate": 3.70940170940171e-05, + "loss": 0.0033, + "step": 9530 + }, + { + "epoch": 12.23, + "learning_rate": 3.692307692307693e-05, + "loss": 0.0002, + "step": 9540 + }, + { + "epoch": 12.24, + "learning_rate": 3.675213675213676e-05, + "loss": 0.0002, + "step": 9550 + }, + { + "epoch": 12.26, + "learning_rate": 3.658119658119658e-05, + "loss": 0.0002, + "step": 9560 + }, + { + "epoch": 12.27, + "learning_rate": 3.641025641025641e-05, + "loss": 0.0002, + "step": 9570 + }, + { + "epoch": 12.28, + "learning_rate": 3.623931623931624e-05, + "loss": 0.0002, + "step": 9580 + }, + { + "epoch": 12.29, + "learning_rate": 3.606837606837607e-05, + "loss": 0.0002, + "step": 9590 + }, + { + "epoch": 12.31, + "learning_rate": 3.58974358974359e-05, + "loss": 0.0002, + "step": 9600 + }, + { + "epoch": 12.32, + "learning_rate": 3.572649572649573e-05, + "loss": 0.0002, + "step": 9610 + }, + { + "epoch": 12.33, + "learning_rate": 3.555555555555556e-05, + "loss": 0.0169, + "step": 9620 + }, + { + "epoch": 12.35, + "learning_rate": 3.538461538461539e-05, + "loss": 0.0001, + "step": 9630 + }, + { + "epoch": 12.36, + "learning_rate": 3.521367521367522e-05, + "loss": 0.0002, + "step": 9640 + }, + { + "epoch": 12.37, + "learning_rate": 3.504273504273504e-05, + "loss": 0.0002, + "step": 9650 + }, + { + "epoch": 12.38, + "learning_rate": 3.487179487179487e-05, + "loss": 0.0002, + "step": 9660 + }, + { + "epoch": 12.4, + "learning_rate": 3.4700854700854704e-05, + "loss": 0.0002, + "step": 9670 + }, + { + "epoch": 12.41, + "learning_rate": 3.452991452991453e-05, + "loss": 0.0002, + "step": 9680 + }, + { + "epoch": 12.42, + "learning_rate": 3.435897435897436e-05, + "loss": 0.0002, + "step": 9690 + }, + { + "epoch": 12.44, + "learning_rate": 3.418803418803419e-05, + "loss": 0.0002, + "step": 9700 + }, + { + "epoch": 12.45, + "learning_rate": 3.401709401709402e-05, + "loss": 0.0004, + "step": 9710 + }, + { + "epoch": 12.46, + "learning_rate": 3.384615384615385e-05, + "loss": 0.0002, + "step": 9720 + }, + { + "epoch": 12.47, + "learning_rate": 3.367521367521368e-05, + "loss": 0.0002, + "step": 9730 + }, + { + "epoch": 12.49, + "learning_rate": 3.3504273504273506e-05, + "loss": 0.0002, + "step": 9740 + }, + { + "epoch": 12.5, + "learning_rate": 3.3333333333333335e-05, + "loss": 0.0002, + "step": 9750 + }, + { + "epoch": 12.51, + "learning_rate": 3.3162393162393164e-05, + "loss": 0.0001, + "step": 9760 + }, + { + "epoch": 12.53, + "learning_rate": 3.299145299145299e-05, + "loss": 0.0002, + "step": 9770 + }, + { + "epoch": 12.54, + "learning_rate": 3.282051282051282e-05, + "loss": 0.0001, + "step": 9780 + }, + { + "epoch": 12.55, + "learning_rate": 3.264957264957265e-05, + "loss": 0.0002, + "step": 9790 + }, + { + "epoch": 12.56, + "learning_rate": 3.247863247863248e-05, + "loss": 0.0001, + "step": 9800 + }, + { + "epoch": 12.58, + "learning_rate": 3.230769230769231e-05, + "loss": 0.0001, + "step": 9810 + }, + { + "epoch": 12.59, + "learning_rate": 3.2136752136752144e-05, + "loss": 0.0002, + "step": 9820 + }, + { + "epoch": 12.6, + "learning_rate": 3.1965811965811966e-05, + "loss": 0.0001, + "step": 9830 + }, + { + "epoch": 12.62, + "learning_rate": 3.1794871794871795e-05, + "loss": 0.0002, + "step": 9840 + }, + { + "epoch": 12.63, + "learning_rate": 3.162393162393162e-05, + "loss": 0.0002, + "step": 9850 + }, + { + "epoch": 12.64, + "learning_rate": 3.145299145299145e-05, + "loss": 0.0002, + "step": 9860 + }, + { + "epoch": 12.65, + "learning_rate": 3.128205128205128e-05, + "loss": 0.0001, + "step": 9870 + }, + { + "epoch": 12.67, + "learning_rate": 3.111111111111111e-05, + "loss": 0.0001, + "step": 9880 + }, + { + "epoch": 12.68, + "learning_rate": 3.0940170940170946e-05, + "loss": 0.0001, + "step": 9890 + }, + { + "epoch": 12.69, + "learning_rate": 3.0769230769230774e-05, + "loss": 0.0001, + "step": 9900 + }, + { + "epoch": 12.71, + "learning_rate": 3.05982905982906e-05, + "loss": 0.0001, + "step": 9910 + }, + { + "epoch": 12.72, + "learning_rate": 3.0427350427350425e-05, + "loss": 0.0001, + "step": 9920 + }, + { + "epoch": 12.73, + "learning_rate": 3.0256410256410257e-05, + "loss": 0.0001, + "step": 9930 + }, + { + "epoch": 12.74, + "learning_rate": 3.0085470085470086e-05, + "loss": 0.0002, + "step": 9940 + }, + { + "epoch": 12.76, + "learning_rate": 2.9914529914529915e-05, + "loss": 0.0001, + "step": 9950 + }, + { + "epoch": 12.77, + "learning_rate": 2.9743589743589744e-05, + "loss": 0.0001, + "step": 9960 + }, + { + "epoch": 12.78, + "learning_rate": 2.9572649572649573e-05, + "loss": 0.0001, + "step": 9970 + }, + { + "epoch": 12.79, + "learning_rate": 2.9401709401709405e-05, + "loss": 0.0001, + "step": 9980 + }, + { + "epoch": 12.81, + "learning_rate": 2.9230769230769234e-05, + "loss": 0.0001, + "step": 9990 + }, + { + "epoch": 12.82, + "learning_rate": 2.9059829059829063e-05, + "loss": 0.0001, + "step": 10000 + }, + { + "epoch": 12.82, + "eval_accuracy": 0.7912457912457912, + "eval_loss": 1.479121208190918, + "eval_runtime": 38.2692, + "eval_samples_per_second": 46.617, + "eval_steps_per_second": 5.827, + "step": 10000 + }, + { + "epoch": 12.83, + "learning_rate": 2.8888888888888888e-05, + "loss": 0.0001, + "step": 10010 + }, + { + "epoch": 12.85, + "learning_rate": 2.8717948717948717e-05, + "loss": 0.0001, + "step": 10020 + }, + { + "epoch": 12.86, + "learning_rate": 2.8547008547008546e-05, + "loss": 0.0001, + "step": 10030 + }, + { + "epoch": 12.87, + "learning_rate": 2.8376068376068378e-05, + "loss": 0.0001, + "step": 10040 + }, + { + "epoch": 12.88, + "learning_rate": 2.8205128205128207e-05, + "loss": 0.0002, + "step": 10050 + }, + { + "epoch": 12.9, + "learning_rate": 2.8034188034188036e-05, + "loss": 0.0002, + "step": 10060 + }, + { + "epoch": 12.91, + "learning_rate": 2.7863247863247865e-05, + "loss": 0.0001, + "step": 10070 + }, + { + "epoch": 12.92, + "learning_rate": 2.7692307692307694e-05, + "loss": 0.0001, + "step": 10080 + }, + { + "epoch": 12.94, + "learning_rate": 2.7521367521367526e-05, + "loss": 0.0001, + "step": 10090 + }, + { + "epoch": 12.95, + "learning_rate": 2.7350427350427355e-05, + "loss": 0.0001, + "step": 10100 + }, + { + "epoch": 12.96, + "learning_rate": 2.717948717948718e-05, + "loss": 0.0001, + "step": 10110 + }, + { + "epoch": 12.97, + "learning_rate": 2.700854700854701e-05, + "loss": 0.0002, + "step": 10120 + }, + { + "epoch": 12.99, + "learning_rate": 2.6837606837606838e-05, + "loss": 0.0001, + "step": 10130 + }, + { + "epoch": 13.0, + "learning_rate": 2.6666666666666667e-05, + "loss": 0.0001, + "step": 10140 + }, + { + "epoch": 13.01, + "learning_rate": 2.64957264957265e-05, + "loss": 0.0001, + "step": 10150 + }, + { + "epoch": 13.03, + "learning_rate": 2.6324786324786328e-05, + "loss": 0.0001, + "step": 10160 + }, + { + "epoch": 13.04, + "learning_rate": 2.6153846153846157e-05, + "loss": 0.0001, + "step": 10170 + }, + { + "epoch": 13.05, + "learning_rate": 2.5982905982905985e-05, + "loss": 0.0001, + "step": 10180 + }, + { + "epoch": 13.06, + "learning_rate": 2.5811965811965814e-05, + "loss": 0.0001, + "step": 10190 + }, + { + "epoch": 13.08, + "learning_rate": 2.564102564102564e-05, + "loss": 0.0001, + "step": 10200 + }, + { + "epoch": 13.09, + "learning_rate": 2.547008547008547e-05, + "loss": 0.0001, + "step": 10210 + }, + { + "epoch": 13.1, + "learning_rate": 2.52991452991453e-05, + "loss": 0.0001, + "step": 10220 + }, + { + "epoch": 13.12, + "learning_rate": 2.512820512820513e-05, + "loss": 0.0001, + "step": 10230 + }, + { + "epoch": 13.13, + "learning_rate": 2.495726495726496e-05, + "loss": 0.0001, + "step": 10240 + }, + { + "epoch": 13.14, + "learning_rate": 2.4786324786324787e-05, + "loss": 0.0001, + "step": 10250 + }, + { + "epoch": 13.15, + "learning_rate": 2.461538461538462e-05, + "loss": 0.0001, + "step": 10260 + }, + { + "epoch": 13.17, + "learning_rate": 2.4444444444444445e-05, + "loss": 0.0001, + "step": 10270 + }, + { + "epoch": 13.18, + "learning_rate": 2.4273504273504274e-05, + "loss": 0.0001, + "step": 10280 + }, + { + "epoch": 13.19, + "learning_rate": 2.4102564102564103e-05, + "loss": 0.0001, + "step": 10290 + }, + { + "epoch": 13.21, + "learning_rate": 2.3931623931623935e-05, + "loss": 0.0001, + "step": 10300 + }, + { + "epoch": 13.22, + "learning_rate": 2.376068376068376e-05, + "loss": 0.0001, + "step": 10310 + }, + { + "epoch": 13.23, + "learning_rate": 2.358974358974359e-05, + "loss": 0.0001, + "step": 10320 + }, + { + "epoch": 13.24, + "learning_rate": 2.341880341880342e-05, + "loss": 0.0001, + "step": 10330 + }, + { + "epoch": 13.26, + "learning_rate": 2.324786324786325e-05, + "loss": 0.0001, + "step": 10340 + }, + { + "epoch": 13.27, + "learning_rate": 2.307692307692308e-05, + "loss": 0.0001, + "step": 10350 + }, + { + "epoch": 13.28, + "learning_rate": 2.2905982905982905e-05, + "loss": 0.0001, + "step": 10360 + }, + { + "epoch": 13.29, + "learning_rate": 2.2735042735042737e-05, + "loss": 0.0001, + "step": 10370 + }, + { + "epoch": 13.31, + "learning_rate": 2.2564102564102566e-05, + "loss": 0.0001, + "step": 10380 + }, + { + "epoch": 13.32, + "learning_rate": 2.2393162393162394e-05, + "loss": 0.0001, + "step": 10390 + }, + { + "epoch": 13.33, + "learning_rate": 2.2222222222222223e-05, + "loss": 0.0001, + "step": 10400 + }, + { + "epoch": 13.35, + "learning_rate": 2.2051282051282052e-05, + "loss": 0.0001, + "step": 10410 + }, + { + "epoch": 13.36, + "learning_rate": 2.188034188034188e-05, + "loss": 0.0001, + "step": 10420 + }, + { + "epoch": 13.37, + "learning_rate": 2.170940170940171e-05, + "loss": 0.0001, + "step": 10430 + }, + { + "epoch": 13.38, + "learning_rate": 2.1538461538461542e-05, + "loss": 0.0001, + "step": 10440 + }, + { + "epoch": 13.4, + "learning_rate": 2.1367521367521368e-05, + "loss": 0.0001, + "step": 10450 + }, + { + "epoch": 13.41, + "learning_rate": 2.1196581196581196e-05, + "loss": 0.0001, + "step": 10460 + }, + { + "epoch": 13.42, + "learning_rate": 2.102564102564103e-05, + "loss": 0.0001, + "step": 10470 + }, + { + "epoch": 13.44, + "learning_rate": 2.0854700854700857e-05, + "loss": 0.0001, + "step": 10480 + }, + { + "epoch": 13.45, + "learning_rate": 2.0683760683760683e-05, + "loss": 0.0001, + "step": 10490 + }, + { + "epoch": 13.46, + "learning_rate": 2.0512820512820512e-05, + "loss": 0.0001, + "step": 10500 + }, + { + "epoch": 13.47, + "learning_rate": 2.0341880341880344e-05, + "loss": 0.0001, + "step": 10510 + }, + { + "epoch": 13.49, + "learning_rate": 2.0170940170940173e-05, + "loss": 0.0001, + "step": 10520 + }, + { + "epoch": 13.5, + "learning_rate": 2e-05, + "loss": 0.0001, + "step": 10530 + }, + { + "epoch": 13.51, + "learning_rate": 1.982905982905983e-05, + "loss": 0.0001, + "step": 10540 + }, + { + "epoch": 13.53, + "learning_rate": 1.965811965811966e-05, + "loss": 0.0001, + "step": 10550 + }, + { + "epoch": 13.54, + "learning_rate": 1.9487179487179488e-05, + "loss": 0.0001, + "step": 10560 + }, + { + "epoch": 13.55, + "learning_rate": 1.9316239316239317e-05, + "loss": 0.0001, + "step": 10570 + }, + { + "epoch": 13.56, + "learning_rate": 1.914529914529915e-05, + "loss": 0.0001, + "step": 10580 + }, + { + "epoch": 13.58, + "learning_rate": 1.8974358974358975e-05, + "loss": 0.0001, + "step": 10590 + }, + { + "epoch": 13.59, + "learning_rate": 1.8803418803418804e-05, + "loss": 0.0001, + "step": 10600 + }, + { + "epoch": 13.6, + "learning_rate": 1.8632478632478632e-05, + "loss": 0.0001, + "step": 10610 + }, + { + "epoch": 13.62, + "learning_rate": 1.8461538461538465e-05, + "loss": 0.0001, + "step": 10620 + }, + { + "epoch": 13.63, + "learning_rate": 1.829059829059829e-05, + "loss": 0.0001, + "step": 10630 + }, + { + "epoch": 13.64, + "learning_rate": 1.811965811965812e-05, + "loss": 0.0001, + "step": 10640 + }, + { + "epoch": 13.65, + "learning_rate": 1.794871794871795e-05, + "loss": 0.0001, + "step": 10650 + }, + { + "epoch": 13.67, + "learning_rate": 1.777777777777778e-05, + "loss": 0.0001, + "step": 10660 + }, + { + "epoch": 13.68, + "learning_rate": 1.760683760683761e-05, + "loss": 0.0043, + "step": 10670 + }, + { + "epoch": 13.69, + "learning_rate": 1.7435897435897434e-05, + "loss": 0.0001, + "step": 10680 + }, + { + "epoch": 13.71, + "learning_rate": 1.7264957264957267e-05, + "loss": 0.0001, + "step": 10690 + }, + { + "epoch": 13.72, + "learning_rate": 1.7094017094017095e-05, + "loss": 0.0001, + "step": 10700 + }, + { + "epoch": 13.73, + "learning_rate": 1.6923076923076924e-05, + "loss": 0.0003, + "step": 10710 + }, + { + "epoch": 13.74, + "learning_rate": 1.6752136752136753e-05, + "loss": 0.0001, + "step": 10720 + }, + { + "epoch": 13.76, + "learning_rate": 1.6581196581196582e-05, + "loss": 0.0001, + "step": 10730 + }, + { + "epoch": 13.77, + "learning_rate": 1.641025641025641e-05, + "loss": 0.0002, + "step": 10740 + }, + { + "epoch": 13.78, + "learning_rate": 1.623931623931624e-05, + "loss": 0.0001, + "step": 10750 + }, + { + "epoch": 13.79, + "learning_rate": 1.6068376068376072e-05, + "loss": 0.0001, + "step": 10760 + }, + { + "epoch": 13.81, + "learning_rate": 1.5897435897435897e-05, + "loss": 0.0001, + "step": 10770 + }, + { + "epoch": 13.82, + "learning_rate": 1.5726495726495726e-05, + "loss": 0.0001, + "step": 10780 + }, + { + "epoch": 13.83, + "learning_rate": 1.5555555555555555e-05, + "loss": 0.0001, + "step": 10790 + }, + { + "epoch": 13.85, + "learning_rate": 1.5384615384615387e-05, + "loss": 0.0001, + "step": 10800 + }, + { + "epoch": 13.86, + "learning_rate": 1.5213675213675213e-05, + "loss": 0.0001, + "step": 10810 + }, + { + "epoch": 13.87, + "learning_rate": 1.5042735042735043e-05, + "loss": 0.0001, + "step": 10820 + }, + { + "epoch": 13.88, + "learning_rate": 1.4871794871794872e-05, + "loss": 0.0001, + "step": 10830 + }, + { + "epoch": 13.9, + "learning_rate": 1.4700854700854703e-05, + "loss": 0.0001, + "step": 10840 + }, + { + "epoch": 13.91, + "learning_rate": 1.4529914529914531e-05, + "loss": 0.0001, + "step": 10850 + }, + { + "epoch": 13.92, + "learning_rate": 1.4358974358974359e-05, + "loss": 0.0001, + "step": 10860 + }, + { + "epoch": 13.94, + "learning_rate": 1.4188034188034189e-05, + "loss": 0.0001, + "step": 10870 + }, + { + "epoch": 13.95, + "learning_rate": 1.4017094017094018e-05, + "loss": 0.0001, + "step": 10880 + }, + { + "epoch": 13.96, + "learning_rate": 1.3846153846153847e-05, + "loss": 0.0001, + "step": 10890 + }, + { + "epoch": 13.97, + "learning_rate": 1.3675213675213677e-05, + "loss": 0.0001, + "step": 10900 + }, + { + "epoch": 13.99, + "learning_rate": 1.3504273504273504e-05, + "loss": 0.0001, + "step": 10910 + }, + { + "epoch": 14.0, + "learning_rate": 1.3333333333333333e-05, + "loss": 0.0001, + "step": 10920 + }, + { + "epoch": 14.01, + "learning_rate": 1.3162393162393164e-05, + "loss": 0.0001, + "step": 10930 + }, + { + "epoch": 14.03, + "learning_rate": 1.2991452991452993e-05, + "loss": 0.0001, + "step": 10940 + }, + { + "epoch": 14.04, + "learning_rate": 1.282051282051282e-05, + "loss": 0.0001, + "step": 10950 + }, + { + "epoch": 14.05, + "learning_rate": 1.264957264957265e-05, + "loss": 0.0001, + "step": 10960 + }, + { + "epoch": 14.06, + "learning_rate": 1.247863247863248e-05, + "loss": 0.0001, + "step": 10970 + }, + { + "epoch": 14.08, + "learning_rate": 1.230769230769231e-05, + "loss": 0.0001, + "step": 10980 + }, + { + "epoch": 14.09, + "learning_rate": 1.2136752136752137e-05, + "loss": 0.0001, + "step": 10990 + }, + { + "epoch": 14.1, + "learning_rate": 1.1965811965811967e-05, + "loss": 0.0001, + "step": 11000 + }, + { + "epoch": 14.1, + "eval_accuracy": 0.7962962962962963, + "eval_loss": 1.4692177772521973, + "eval_runtime": 34.3664, + "eval_samples_per_second": 51.911, + "eval_steps_per_second": 6.489, + "step": 11000 + } + ], + "max_steps": 11700, + "num_train_epochs": 15, + "total_flos": 6.815260936120025e+18, + "trial_name": null, + "trial_params": null +}