{ "best_metric": 0.9769230769230769, "best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned_ASL_Isolated_Swin_dataset2/checkpoint-1700", "epoch": 20.0, "eval_steps": 100, "global_step": 1840, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.11, "learning_rate": 0.0001991304347826087, "loss": 3.3413, "step": 10 }, { "epoch": 0.22, "learning_rate": 0.00019804347826086956, "loss": 3.1778, "step": 20 }, { "epoch": 0.33, "learning_rate": 0.00019695652173913044, "loss": 3.1311, "step": 30 }, { "epoch": 0.43, "learning_rate": 0.0001958695652173913, "loss": 2.9107, "step": 40 }, { "epoch": 0.54, "learning_rate": 0.00019478260869565218, "loss": 2.3763, "step": 50 }, { "epoch": 0.65, "learning_rate": 0.00019369565217391307, "loss": 2.0376, "step": 60 }, { "epoch": 0.76, "learning_rate": 0.00019260869565217392, "loss": 1.9444, "step": 70 }, { "epoch": 0.87, "learning_rate": 0.00019152173913043478, "loss": 1.8087, "step": 80 }, { "epoch": 0.98, "learning_rate": 0.00019043478260869566, "loss": 1.6835, "step": 90 }, { "epoch": 1.09, "learning_rate": 0.00018934782608695655, "loss": 1.5439, "step": 100 }, { "epoch": 1.09, "eval_accuracy": 0.5538461538461539, "eval_loss": 1.4188454151153564, "eval_runtime": 1.8531, "eval_samples_per_second": 140.308, "eval_steps_per_second": 17.808, "step": 100 }, { "epoch": 1.2, "learning_rate": 0.0001882608695652174, "loss": 1.3483, "step": 110 }, { "epoch": 1.3, "learning_rate": 0.00018717391304347826, "loss": 1.3837, "step": 120 }, { "epoch": 1.41, "learning_rate": 0.00018608695652173914, "loss": 1.2886, "step": 130 }, { "epoch": 1.52, "learning_rate": 0.00018500000000000002, "loss": 1.1915, "step": 140 }, { "epoch": 1.63, "learning_rate": 0.00018391304347826088, "loss": 1.1142, "step": 150 }, { "epoch": 1.74, "learning_rate": 0.00018282608695652174, "loss": 0.9908, "step": 160 }, { "epoch": 1.85, "learning_rate": 0.00018173913043478262, "loss": 0.9563, "step": 170 }, { "epoch": 1.96, "learning_rate": 0.00018065217391304348, "loss": 0.9761, "step": 180 }, { "epoch": 2.07, "learning_rate": 0.00017956521739130436, "loss": 1.0636, "step": 190 }, { "epoch": 2.17, "learning_rate": 0.00017847826086956522, "loss": 0.8646, "step": 200 }, { "epoch": 2.17, "eval_accuracy": 0.8884615384615384, "eval_loss": 0.45421722531318665, "eval_runtime": 2.2052, "eval_samples_per_second": 117.904, "eval_steps_per_second": 14.965, "step": 200 }, { "epoch": 2.28, "learning_rate": 0.0001773913043478261, "loss": 0.7407, "step": 210 }, { "epoch": 2.39, "learning_rate": 0.00017630434782608695, "loss": 0.8695, "step": 220 }, { "epoch": 2.5, "learning_rate": 0.00017521739130434784, "loss": 0.7102, "step": 230 }, { "epoch": 2.61, "learning_rate": 0.00017413043478260872, "loss": 0.9596, "step": 240 }, { "epoch": 2.72, "learning_rate": 0.00017304347826086958, "loss": 0.8462, "step": 250 }, { "epoch": 2.83, "learning_rate": 0.00017195652173913043, "loss": 0.8556, "step": 260 }, { "epoch": 2.93, "learning_rate": 0.00017086956521739132, "loss": 0.664, "step": 270 }, { "epoch": 3.04, "learning_rate": 0.0001697826086956522, "loss": 0.8349, "step": 280 }, { "epoch": 3.15, "learning_rate": 0.00016869565217391306, "loss": 0.6526, "step": 290 }, { "epoch": 3.26, "learning_rate": 0.0001676086956521739, "loss": 0.5485, "step": 300 }, { "epoch": 3.26, "eval_accuracy": 0.8538461538461538, "eval_loss": 0.4102769196033478, "eval_runtime": 1.7696, "eval_samples_per_second": 146.93, "eval_steps_per_second": 18.649, "step": 300 }, { "epoch": 3.37, "learning_rate": 0.0001665217391304348, "loss": 0.701, "step": 310 }, { "epoch": 3.48, "learning_rate": 0.00016543478260869568, "loss": 0.725, "step": 320 }, { "epoch": 3.59, "learning_rate": 0.00016434782608695653, "loss": 0.7088, "step": 330 }, { "epoch": 3.7, "learning_rate": 0.0001632608695652174, "loss": 0.5813, "step": 340 }, { "epoch": 3.8, "learning_rate": 0.00016217391304347827, "loss": 0.7197, "step": 350 }, { "epoch": 3.91, "learning_rate": 0.00016108695652173913, "loss": 0.7112, "step": 360 }, { "epoch": 4.02, "learning_rate": 0.00016, "loss": 0.6083, "step": 370 }, { "epoch": 4.13, "learning_rate": 0.00015891304347826087, "loss": 0.6653, "step": 380 }, { "epoch": 4.24, "learning_rate": 0.00015782608695652175, "loss": 0.6319, "step": 390 }, { "epoch": 4.35, "learning_rate": 0.0001567391304347826, "loss": 0.5082, "step": 400 }, { "epoch": 4.35, "eval_accuracy": 0.8961538461538462, "eval_loss": 0.29254817962646484, "eval_runtime": 2.5312, "eval_samples_per_second": 102.718, "eval_steps_per_second": 13.037, "step": 400 }, { "epoch": 4.46, "learning_rate": 0.00015565217391304346, "loss": 0.6872, "step": 410 }, { "epoch": 4.57, "learning_rate": 0.00015456521739130437, "loss": 0.5159, "step": 420 }, { "epoch": 4.67, "learning_rate": 0.00015347826086956523, "loss": 0.4834, "step": 430 }, { "epoch": 4.78, "learning_rate": 0.0001523913043478261, "loss": 0.4467, "step": 440 }, { "epoch": 4.89, "learning_rate": 0.00015130434782608694, "loss": 0.5091, "step": 450 }, { "epoch": 5.0, "learning_rate": 0.00015021739130434785, "loss": 0.701, "step": 460 }, { "epoch": 5.11, "learning_rate": 0.0001491304347826087, "loss": 0.5314, "step": 470 }, { "epoch": 5.22, "learning_rate": 0.00014804347826086957, "loss": 0.5484, "step": 480 }, { "epoch": 5.33, "learning_rate": 0.00014695652173913045, "loss": 0.4856, "step": 490 }, { "epoch": 5.43, "learning_rate": 0.0001458695652173913, "loss": 0.5302, "step": 500 }, { "epoch": 5.43, "eval_accuracy": 0.926923076923077, "eval_loss": 0.24707049131393433, "eval_runtime": 1.8365, "eval_samples_per_second": 141.57, "eval_steps_per_second": 17.969, "step": 500 }, { "epoch": 5.54, "learning_rate": 0.0001447826086956522, "loss": 0.4876, "step": 510 }, { "epoch": 5.65, "learning_rate": 0.00014369565217391304, "loss": 0.6267, "step": 520 }, { "epoch": 5.76, "learning_rate": 0.00014260869565217393, "loss": 0.5022, "step": 530 }, { "epoch": 5.87, "learning_rate": 0.00014152173913043478, "loss": 0.6259, "step": 540 }, { "epoch": 5.98, "learning_rate": 0.00014043478260869567, "loss": 0.588, "step": 550 }, { "epoch": 6.09, "learning_rate": 0.00013934782608695652, "loss": 0.6801, "step": 560 }, { "epoch": 6.2, "learning_rate": 0.0001382608695652174, "loss": 0.6062, "step": 570 }, { "epoch": 6.3, "learning_rate": 0.00013717391304347826, "loss": 0.3015, "step": 580 }, { "epoch": 6.41, "learning_rate": 0.00013608695652173912, "loss": 0.5071, "step": 590 }, { "epoch": 6.52, "learning_rate": 0.00013500000000000003, "loss": 0.4072, "step": 600 }, { "epoch": 6.52, "eval_accuracy": 0.9230769230769231, "eval_loss": 0.2676173746585846, "eval_runtime": 2.5959, "eval_samples_per_second": 100.157, "eval_steps_per_second": 12.712, "step": 600 }, { "epoch": 6.63, "learning_rate": 0.00013391304347826088, "loss": 0.451, "step": 610 }, { "epoch": 6.74, "learning_rate": 0.00013282608695652174, "loss": 0.3797, "step": 620 }, { "epoch": 6.85, "learning_rate": 0.0001317391304347826, "loss": 0.415, "step": 630 }, { "epoch": 6.96, "learning_rate": 0.00013065217391304348, "loss": 0.4253, "step": 640 }, { "epoch": 7.07, "learning_rate": 0.00012956521739130436, "loss": 0.4366, "step": 650 }, { "epoch": 7.17, "learning_rate": 0.00012847826086956522, "loss": 0.3499, "step": 660 }, { "epoch": 7.28, "learning_rate": 0.0001273913043478261, "loss": 0.4012, "step": 670 }, { "epoch": 7.39, "learning_rate": 0.00012630434782608696, "loss": 0.414, "step": 680 }, { "epoch": 7.5, "learning_rate": 0.00012521739130434784, "loss": 0.5052, "step": 690 }, { "epoch": 7.61, "learning_rate": 0.0001241304347826087, "loss": 0.4424, "step": 700 }, { "epoch": 7.61, "eval_accuracy": 0.9038461538461539, "eval_loss": 0.4149817228317261, "eval_runtime": 1.8169, "eval_samples_per_second": 143.1, "eval_steps_per_second": 18.163, "step": 700 }, { "epoch": 7.72, "learning_rate": 0.00012304347826086958, "loss": 0.5183, "step": 710 }, { "epoch": 7.83, "learning_rate": 0.00012195652173913044, "loss": 0.2976, "step": 720 }, { "epoch": 7.93, "learning_rate": 0.00012086956521739131, "loss": 0.5184, "step": 730 }, { "epoch": 8.04, "learning_rate": 0.00011978260869565219, "loss": 0.4194, "step": 740 }, { "epoch": 8.15, "learning_rate": 0.00011869565217391305, "loss": 0.3032, "step": 750 }, { "epoch": 8.26, "learning_rate": 0.00011760869565217392, "loss": 0.5633, "step": 760 }, { "epoch": 8.37, "learning_rate": 0.00011652173913043479, "loss": 0.3037, "step": 770 }, { "epoch": 8.48, "learning_rate": 0.00011543478260869567, "loss": 0.3617, "step": 780 }, { "epoch": 8.59, "learning_rate": 0.00011434782608695654, "loss": 0.4318, "step": 790 }, { "epoch": 8.7, "learning_rate": 0.0001132608695652174, "loss": 0.3409, "step": 800 }, { "epoch": 8.7, "eval_accuracy": 0.9538461538461539, "eval_loss": 0.19218704104423523, "eval_runtime": 2.6334, "eval_samples_per_second": 98.732, "eval_steps_per_second": 12.531, "step": 800 }, { "epoch": 8.8, "learning_rate": 0.00011217391304347826, "loss": 0.2645, "step": 810 }, { "epoch": 8.91, "learning_rate": 0.00011108695652173912, "loss": 0.2775, "step": 820 }, { "epoch": 9.02, "learning_rate": 0.00011000000000000002, "loss": 0.4254, "step": 830 }, { "epoch": 9.13, "learning_rate": 0.00010891304347826087, "loss": 0.3383, "step": 840 }, { "epoch": 9.24, "learning_rate": 0.00010782608695652174, "loss": 0.3443, "step": 850 }, { "epoch": 9.35, "learning_rate": 0.00010673913043478261, "loss": 0.2455, "step": 860 }, { "epoch": 9.46, "learning_rate": 0.00010565217391304347, "loss": 0.2475, "step": 870 }, { "epoch": 9.57, "learning_rate": 0.00010456521739130437, "loss": 0.4743, "step": 880 }, { "epoch": 9.67, "learning_rate": 0.00010347826086956522, "loss": 0.4935, "step": 890 }, { "epoch": 9.78, "learning_rate": 0.00010239130434782609, "loss": 0.3046, "step": 900 }, { "epoch": 9.78, "eval_accuracy": 0.9461538461538461, "eval_loss": 0.1916845738887787, "eval_runtime": 1.7809, "eval_samples_per_second": 145.992, "eval_steps_per_second": 18.53, "step": 900 }, { "epoch": 9.89, "learning_rate": 0.00010130434782608695, "loss": 0.2834, "step": 910 }, { "epoch": 10.0, "learning_rate": 0.00010021739130434784, "loss": 0.4026, "step": 920 }, { "epoch": 10.11, "learning_rate": 9.91304347826087e-05, "loss": 0.3004, "step": 930 }, { "epoch": 10.22, "learning_rate": 9.804347826086957e-05, "loss": 0.2161, "step": 940 }, { "epoch": 10.33, "learning_rate": 9.695652173913044e-05, "loss": 0.3859, "step": 950 }, { "epoch": 10.43, "learning_rate": 9.586956521739131e-05, "loss": 0.2911, "step": 960 }, { "epoch": 10.54, "learning_rate": 9.478260869565218e-05, "loss": 0.2693, "step": 970 }, { "epoch": 10.65, "learning_rate": 9.369565217391305e-05, "loss": 0.2366, "step": 980 }, { "epoch": 10.76, "learning_rate": 9.260869565217392e-05, "loss": 0.3161, "step": 990 }, { "epoch": 10.87, "learning_rate": 9.152173913043479e-05, "loss": 0.2911, "step": 1000 }, { "epoch": 10.87, "eval_accuracy": 0.9423076923076923, "eval_loss": 0.2271503061056137, "eval_runtime": 2.5147, "eval_samples_per_second": 103.391, "eval_steps_per_second": 13.123, "step": 1000 }, { "epoch": 10.98, "learning_rate": 9.043478260869566e-05, "loss": 0.4276, "step": 1010 }, { "epoch": 11.09, "learning_rate": 8.934782608695653e-05, "loss": 0.245, "step": 1020 }, { "epoch": 11.2, "learning_rate": 8.82608695652174e-05, "loss": 0.2376, "step": 1030 }, { "epoch": 11.3, "learning_rate": 8.717391304347827e-05, "loss": 0.1843, "step": 1040 }, { "epoch": 11.41, "learning_rate": 8.608695652173914e-05, "loss": 0.3411, "step": 1050 }, { "epoch": 11.52, "learning_rate": 8.5e-05, "loss": 0.5081, "step": 1060 }, { "epoch": 11.63, "learning_rate": 8.391304347826088e-05, "loss": 0.2889, "step": 1070 }, { "epoch": 11.74, "learning_rate": 8.282608695652175e-05, "loss": 0.2588, "step": 1080 }, { "epoch": 11.85, "learning_rate": 8.173913043478262e-05, "loss": 0.1457, "step": 1090 }, { "epoch": 11.96, "learning_rate": 8.076086956521739e-05, "loss": 0.269, "step": 1100 }, { "epoch": 11.96, "eval_accuracy": 0.9692307692307692, "eval_loss": 0.07221826165914536, "eval_runtime": 1.7687, "eval_samples_per_second": 146.998, "eval_steps_per_second": 18.657, "step": 1100 }, { "epoch": 12.07, "learning_rate": 7.967391304347826e-05, "loss": 0.3124, "step": 1110 }, { "epoch": 12.17, "learning_rate": 7.858695652173913e-05, "loss": 0.1558, "step": 1120 }, { "epoch": 12.28, "learning_rate": 7.75e-05, "loss": 0.3082, "step": 1130 }, { "epoch": 12.39, "learning_rate": 7.641304347826087e-05, "loss": 0.2492, "step": 1140 }, { "epoch": 12.5, "learning_rate": 7.532608695652175e-05, "loss": 0.3847, "step": 1150 }, { "epoch": 12.61, "learning_rate": 7.423913043478261e-05, "loss": 0.3452, "step": 1160 }, { "epoch": 12.72, "learning_rate": 7.315217391304349e-05, "loss": 0.3171, "step": 1170 }, { "epoch": 12.83, "learning_rate": 7.206521739130435e-05, "loss": 0.3295, "step": 1180 }, { "epoch": 12.93, "learning_rate": 7.097826086956522e-05, "loss": 0.3387, "step": 1190 }, { "epoch": 13.04, "learning_rate": 6.989130434782609e-05, "loss": 0.3709, "step": 1200 }, { "epoch": 13.04, "eval_accuracy": 0.9653846153846154, "eval_loss": 0.14726483821868896, "eval_runtime": 2.5212, "eval_samples_per_second": 103.126, "eval_steps_per_second": 13.089, "step": 1200 }, { "epoch": 13.15, "learning_rate": 6.880434782608696e-05, "loss": 0.3647, "step": 1210 }, { "epoch": 13.26, "learning_rate": 6.771739130434783e-05, "loss": 0.137, "step": 1220 }, { "epoch": 13.37, "learning_rate": 6.66304347826087e-05, "loss": 0.3562, "step": 1230 }, { "epoch": 13.48, "learning_rate": 6.554347826086957e-05, "loss": 0.323, "step": 1240 }, { "epoch": 13.59, "learning_rate": 6.445652173913044e-05, "loss": 0.2173, "step": 1250 }, { "epoch": 13.7, "learning_rate": 6.33695652173913e-05, "loss": 0.315, "step": 1260 }, { "epoch": 13.8, "learning_rate": 6.228260869565218e-05, "loss": 0.274, "step": 1270 }, { "epoch": 13.91, "learning_rate": 6.119565217391304e-05, "loss": 0.1757, "step": 1280 }, { "epoch": 14.02, "learning_rate": 6.010869565217392e-05, "loss": 0.1968, "step": 1290 }, { "epoch": 14.13, "learning_rate": 5.9021739130434784e-05, "loss": 0.3443, "step": 1300 }, { "epoch": 14.13, "eval_accuracy": 0.9615384615384616, "eval_loss": 0.15447035431861877, "eval_runtime": 1.7932, "eval_samples_per_second": 144.988, "eval_steps_per_second": 18.402, "step": 1300 }, { "epoch": 14.24, "learning_rate": 5.793478260869566e-05, "loss": 0.225, "step": 1310 }, { "epoch": 14.35, "learning_rate": 5.6847826086956524e-05, "loss": 0.336, "step": 1320 }, { "epoch": 14.46, "learning_rate": 5.5760869565217386e-05, "loss": 0.2073, "step": 1330 }, { "epoch": 14.57, "learning_rate": 5.467391304347826e-05, "loss": 0.2144, "step": 1340 }, { "epoch": 14.67, "learning_rate": 5.3586956521739126e-05, "loss": 0.3399, "step": 1350 }, { "epoch": 14.78, "learning_rate": 5.25e-05, "loss": 0.2516, "step": 1360 }, { "epoch": 14.89, "learning_rate": 5.141304347826087e-05, "loss": 0.2494, "step": 1370 }, { "epoch": 15.0, "learning_rate": 5.032608695652175e-05, "loss": 0.2213, "step": 1380 }, { "epoch": 15.11, "learning_rate": 4.923913043478261e-05, "loss": 0.1834, "step": 1390 }, { "epoch": 15.22, "learning_rate": 4.815217391304348e-05, "loss": 0.187, "step": 1400 }, { "epoch": 15.22, "eval_accuracy": 0.9730769230769231, "eval_loss": 0.10598226636648178, "eval_runtime": 2.4502, "eval_samples_per_second": 106.116, "eval_steps_per_second": 13.469, "step": 1400 }, { "epoch": 15.33, "learning_rate": 4.706521739130435e-05, "loss": 0.1387, "step": 1410 }, { "epoch": 15.43, "learning_rate": 4.597826086956522e-05, "loss": 0.1653, "step": 1420 }, { "epoch": 15.54, "learning_rate": 4.489130434782609e-05, "loss": 0.2012, "step": 1430 }, { "epoch": 15.65, "learning_rate": 4.380434782608696e-05, "loss": 0.224, "step": 1440 }, { "epoch": 15.76, "learning_rate": 4.271739130434783e-05, "loss": 0.3341, "step": 1450 }, { "epoch": 15.87, "learning_rate": 4.16304347826087e-05, "loss": 0.3279, "step": 1460 }, { "epoch": 15.98, "learning_rate": 4.054347826086957e-05, "loss": 0.2218, "step": 1470 }, { "epoch": 16.09, "learning_rate": 3.945652173913044e-05, "loss": 0.2184, "step": 1480 }, { "epoch": 16.2, "learning_rate": 3.836956521739131e-05, "loss": 0.2069, "step": 1490 }, { "epoch": 16.3, "learning_rate": 3.728260869565218e-05, "loss": 0.1879, "step": 1500 }, { "epoch": 16.3, "eval_accuracy": 0.9692307692307692, "eval_loss": 0.11237060278654099, "eval_runtime": 1.8389, "eval_samples_per_second": 141.393, "eval_steps_per_second": 17.946, "step": 1500 }, { "epoch": 16.41, "learning_rate": 3.619565217391305e-05, "loss": 0.1226, "step": 1510 }, { "epoch": 16.52, "learning_rate": 3.510869565217392e-05, "loss": 0.1394, "step": 1520 }, { "epoch": 16.63, "learning_rate": 3.402173913043478e-05, "loss": 0.2203, "step": 1530 }, { "epoch": 16.74, "learning_rate": 3.293478260869565e-05, "loss": 0.3049, "step": 1540 }, { "epoch": 16.85, "learning_rate": 3.1847826086956526e-05, "loss": 0.1622, "step": 1550 }, { "epoch": 16.96, "learning_rate": 3.0760869565217395e-05, "loss": 0.2375, "step": 1560 }, { "epoch": 17.07, "learning_rate": 2.967391304347826e-05, "loss": 0.123, "step": 1570 }, { "epoch": 17.17, "learning_rate": 2.8586956521739135e-05, "loss": 0.1922, "step": 1580 }, { "epoch": 17.28, "learning_rate": 2.7500000000000004e-05, "loss": 0.2794, "step": 1590 }, { "epoch": 17.39, "learning_rate": 2.6413043478260867e-05, "loss": 0.2183, "step": 1600 }, { "epoch": 17.39, "eval_accuracy": 0.9615384615384616, "eval_loss": 0.13765688240528107, "eval_runtime": 2.3734, "eval_samples_per_second": 109.546, "eval_steps_per_second": 13.904, "step": 1600 }, { "epoch": 17.5, "learning_rate": 2.5326086956521737e-05, "loss": 0.1748, "step": 1610 }, { "epoch": 17.61, "learning_rate": 2.423913043478261e-05, "loss": 0.2382, "step": 1620 }, { "epoch": 17.72, "learning_rate": 2.315217391304348e-05, "loss": 0.2712, "step": 1630 }, { "epoch": 17.83, "learning_rate": 2.206521739130435e-05, "loss": 0.2208, "step": 1640 }, { "epoch": 17.93, "learning_rate": 2.097826086956522e-05, "loss": 0.1639, "step": 1650 }, { "epoch": 18.04, "learning_rate": 1.9891304347826085e-05, "loss": 0.1006, "step": 1660 }, { "epoch": 18.15, "learning_rate": 1.8804347826086958e-05, "loss": 0.1697, "step": 1670 }, { "epoch": 18.26, "learning_rate": 1.7717391304347828e-05, "loss": 0.1967, "step": 1680 }, { "epoch": 18.37, "learning_rate": 1.6630434782608698e-05, "loss": 0.1897, "step": 1690 }, { "epoch": 18.48, "learning_rate": 1.5543478260869564e-05, "loss": 0.1478, "step": 1700 }, { "epoch": 18.48, "eval_accuracy": 0.9769230769230769, "eval_loss": 0.12689848244190216, "eval_runtime": 1.8016, "eval_samples_per_second": 144.314, "eval_steps_per_second": 18.317, "step": 1700 }, { "epoch": 18.59, "learning_rate": 1.4456521739130435e-05, "loss": 0.1515, "step": 1710 }, { "epoch": 18.7, "learning_rate": 1.3369565217391305e-05, "loss": 0.2222, "step": 1720 }, { "epoch": 18.8, "learning_rate": 1.2282608695652175e-05, "loss": 0.201, "step": 1730 }, { "epoch": 18.91, "learning_rate": 1.1195652173913044e-05, "loss": 0.1389, "step": 1740 }, { "epoch": 19.02, "learning_rate": 1.0108695652173914e-05, "loss": 0.1495, "step": 1750 }, { "epoch": 19.13, "learning_rate": 9.021739130434784e-06, "loss": 0.2616, "step": 1760 }, { "epoch": 19.24, "learning_rate": 7.934782608695653e-06, "loss": 0.1864, "step": 1770 }, { "epoch": 19.35, "learning_rate": 6.847826086956521e-06, "loss": 0.1395, "step": 1780 }, { "epoch": 19.46, "learning_rate": 5.760869565217392e-06, "loss": 0.1486, "step": 1790 }, { "epoch": 19.57, "learning_rate": 4.673913043478261e-06, "loss": 0.1944, "step": 1800 }, { "epoch": 19.57, "eval_accuracy": 0.9769230769230769, "eval_loss": 0.09090477973222733, "eval_runtime": 2.3489, "eval_samples_per_second": 110.691, "eval_steps_per_second": 14.049, "step": 1800 }, { "epoch": 19.67, "learning_rate": 3.5869565217391305e-06, "loss": 0.1359, "step": 1810 }, { "epoch": 19.78, "learning_rate": 2.5e-06, "loss": 0.143, "step": 1820 }, { "epoch": 19.89, "learning_rate": 1.4130434782608697e-06, "loss": 0.1368, "step": 1830 }, { "epoch": 20.0, "learning_rate": 3.260869565217391e-07, "loss": 0.162, "step": 1840 }, { "epoch": 20.0, "step": 1840, "total_flos": 7.30261234607063e+17, "train_loss": 0.5132673807766126, "train_runtime": 395.7262, "train_samples_per_second": 74.193, "train_steps_per_second": 4.65 } ], "logging_steps": 10, "max_steps": 1840, "num_train_epochs": 20, "save_steps": 100, "total_flos": 7.30261234607063e+17, "trial_name": null, "trial_params": null }