diff --git "a/trainer_state.json" "b/trainer_state.json" --- "a/trainer_state.json" +++ "b/trainer_state.json" @@ -1,2686 +1,2686 @@ -{ - "best_metric": 0.9920562868815251, - "best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-eurosat\\checkpoint-3856", - "epoch": 9.988331388564761, - "eval_steps": 500, - "global_step": 4280, - "is_hyper_param_search": false, - "is_local_process_zero": true, - "is_world_process_zero": true, - "log_history": [ - { - "epoch": 0.02, - "learning_rate": 1.1682242990654206e-06, - "loss": 1.8617, - "step": 10 - }, - { - "epoch": 0.05, - "learning_rate": 2.3364485981308413e-06, - "loss": 1.818, - "step": 20 - }, - { - "epoch": 0.07, - "learning_rate": 3.5046728971962617e-06, - "loss": 1.7345, - "step": 30 - }, - { - "epoch": 0.09, - "learning_rate": 4.6728971962616825e-06, - "loss": 1.5938, - "step": 40 - }, - { - "epoch": 0.12, - "learning_rate": 5.841121495327103e-06, - "loss": 1.3981, - "step": 50 - }, - { - "epoch": 0.14, - "learning_rate": 7.009345794392523e-06, - "loss": 1.2735, - "step": 60 - }, - { - "epoch": 0.16, - "learning_rate": 8.177570093457943e-06, - "loss": 1.0981, - "step": 70 - }, - { - "epoch": 0.19, - "learning_rate": 9.345794392523365e-06, - "loss": 0.942, - "step": 80 - }, - { - "epoch": 0.21, - "learning_rate": 1.0514018691588785e-05, - "loss": 0.7897, - "step": 90 - }, - { - "epoch": 0.23, - "learning_rate": 1.1682242990654207e-05, - "loss": 0.7545, - "step": 100 - }, - { - "epoch": 0.26, - "learning_rate": 1.2850467289719625e-05, - "loss": 0.6081, - "step": 110 - }, - { - "epoch": 0.28, - "learning_rate": 1.4018691588785047e-05, - "loss": 0.5312, - "step": 120 - }, - { - "epoch": 0.3, - "learning_rate": 1.5186915887850467e-05, - "loss": 0.5601, - "step": 130 - }, - { - "epoch": 0.33, - "learning_rate": 1.6355140186915887e-05, - "loss": 0.4363, - "step": 140 - }, - { - "epoch": 0.35, - "learning_rate": 1.752336448598131e-05, - "loss": 0.3406, - "step": 150 - }, - { - "epoch": 0.37, - "learning_rate": 1.869158878504673e-05, - "loss": 0.3539, - "step": 160 - }, - { - "epoch": 0.4, - "learning_rate": 1.985981308411215e-05, - "loss": 0.2825, - "step": 170 - }, - { - "epoch": 0.42, - "learning_rate": 2.102803738317757e-05, - "loss": 0.3021, - "step": 180 - }, - { - "epoch": 0.44, - "learning_rate": 2.2196261682242992e-05, - "loss": 0.2469, - "step": 190 - }, - { - "epoch": 0.47, - "learning_rate": 2.3364485981308414e-05, - "loss": 0.3184, - "step": 200 - }, - { - "epoch": 0.49, - "learning_rate": 2.4532710280373832e-05, - "loss": 0.265, - "step": 210 - }, - { - "epoch": 0.51, - "learning_rate": 2.570093457943925e-05, - "loss": 0.2356, - "step": 220 - }, - { - "epoch": 0.54, - "learning_rate": 2.6869158878504675e-05, - "loss": 0.2352, - "step": 230 - }, - { - "epoch": 0.56, - "learning_rate": 2.8037383177570094e-05, - "loss": 0.19, - "step": 240 - }, - { - "epoch": 0.58, - "learning_rate": 2.9205607476635515e-05, - "loss": 0.1716, - "step": 250 - }, - { - "epoch": 0.61, - "learning_rate": 3.0373831775700934e-05, - "loss": 0.1793, - "step": 260 - }, - { - "epoch": 0.63, - "learning_rate": 3.1542056074766355e-05, - "loss": 0.1959, - "step": 270 - }, - { - "epoch": 0.65, - "learning_rate": 3.2710280373831774e-05, - "loss": 0.1464, - "step": 280 - }, - { - "epoch": 0.68, - "learning_rate": 3.38785046728972e-05, - "loss": 0.2572, - "step": 290 - }, - { - "epoch": 0.7, - "learning_rate": 3.504672897196262e-05, - "loss": 0.3013, - "step": 300 - }, - { - "epoch": 0.72, - "learning_rate": 3.621495327102804e-05, - "loss": 0.1792, - "step": 310 - }, - { - "epoch": 0.75, - "learning_rate": 3.738317757009346e-05, - "loss": 0.17, - "step": 320 - }, - { - "epoch": 0.77, - "learning_rate": 3.855140186915888e-05, - "loss": 0.1853, - "step": 330 - }, - { - "epoch": 0.79, - "learning_rate": 3.97196261682243e-05, - "loss": 0.1536, - "step": 340 - }, - { - "epoch": 0.82, - "learning_rate": 4.088785046728972e-05, - "loss": 0.1631, - "step": 350 - }, - { - "epoch": 0.84, - "learning_rate": 4.205607476635514e-05, - "loss": 0.2002, - "step": 360 - }, - { - "epoch": 0.86, - "learning_rate": 4.3224299065420565e-05, - "loss": 0.2862, - "step": 370 - }, - { - "epoch": 0.89, - "learning_rate": 4.4392523364485984e-05, - "loss": 0.2736, - "step": 380 - }, - { - "epoch": 0.91, - "learning_rate": 4.556074766355141e-05, - "loss": 0.0934, - "step": 390 - }, - { - "epoch": 0.93, - "learning_rate": 4.672897196261683e-05, - "loss": 0.1664, - "step": 400 - }, - { - "epoch": 0.96, - "learning_rate": 4.7897196261682245e-05, - "loss": 0.1944, - "step": 410 - }, - { - "epoch": 0.98, - "learning_rate": 4.9065420560747664e-05, - "loss": 0.2347, - "step": 420 - }, - { - "epoch": 1.0, - "eval_accuracy": 0.9720835224693599, - "eval_loss": 0.08239880204200745, - "eval_runtime": 287.4814, - "eval_samples_per_second": 15.326, - "eval_steps_per_second": 2.557, - "step": 428 - }, - { - "epoch": 1.0, - "learning_rate": 4.9974039460020774e-05, - "loss": 0.1616, - "step": 430 - }, - { - "epoch": 1.03, - "learning_rate": 4.9844236760124614e-05, - "loss": 0.15, - "step": 440 - }, - { - "epoch": 1.05, - "learning_rate": 4.971443406022845e-05, - "loss": 0.1774, - "step": 450 - }, - { - "epoch": 1.07, - "learning_rate": 4.958463136033229e-05, - "loss": 0.1845, - "step": 460 - }, - { - "epoch": 1.1, - "learning_rate": 4.9454828660436145e-05, - "loss": 0.1343, - "step": 470 - }, - { - "epoch": 1.12, - "learning_rate": 4.9325025960539985e-05, - "loss": 0.122, - "step": 480 - }, - { - "epoch": 1.14, - "learning_rate": 4.9195223260643824e-05, - "loss": 0.1828, - "step": 490 - }, - { - "epoch": 1.17, - "learning_rate": 4.9065420560747664e-05, - "loss": 0.1556, - "step": 500 - }, - { - "epoch": 1.19, - "learning_rate": 4.893561786085151e-05, - "loss": 0.2151, - "step": 510 - }, - { - "epoch": 1.21, - "learning_rate": 4.880581516095535e-05, - "loss": 0.1906, - "step": 520 - }, - { - "epoch": 1.24, - "learning_rate": 4.8676012461059195e-05, - "loss": 0.114, - "step": 530 - }, - { - "epoch": 1.26, - "learning_rate": 4.8546209761163035e-05, - "loss": 0.1115, - "step": 540 - }, - { - "epoch": 1.28, - "learning_rate": 4.8416407061266874e-05, - "loss": 0.0965, - "step": 550 - }, - { - "epoch": 1.31, - "learning_rate": 4.828660436137072e-05, - "loss": 0.114, - "step": 560 - }, - { - "epoch": 1.33, - "learning_rate": 4.815680166147456e-05, - "loss": 0.1171, - "step": 570 - }, - { - "epoch": 1.35, - "learning_rate": 4.80269989615784e-05, - "loss": 0.1471, - "step": 580 - }, - { - "epoch": 1.38, - "learning_rate": 4.7897196261682245e-05, - "loss": 0.2203, - "step": 590 - }, - { - "epoch": 1.4, - "learning_rate": 4.776739356178609e-05, - "loss": 0.1091, - "step": 600 - }, - { - "epoch": 1.42, - "learning_rate": 4.763759086188993e-05, - "loss": 0.2073, - "step": 610 - }, - { - "epoch": 1.45, - "learning_rate": 4.750778816199377e-05, - "loss": 0.1692, - "step": 620 - }, - { - "epoch": 1.47, - "learning_rate": 4.737798546209761e-05, - "loss": 0.0989, - "step": 630 - }, - { - "epoch": 1.49, - "learning_rate": 4.7248182762201456e-05, - "loss": 0.2112, - "step": 640 - }, - { - "epoch": 1.52, - "learning_rate": 4.71183800623053e-05, - "loss": 0.1584, - "step": 650 - }, - { - "epoch": 1.54, - "learning_rate": 4.698857736240914e-05, - "loss": 0.1364, - "step": 660 - }, - { - "epoch": 1.56, - "learning_rate": 4.685877466251298e-05, - "loss": 0.1532, - "step": 670 - }, - { - "epoch": 1.59, - "learning_rate": 4.672897196261683e-05, - "loss": 0.1373, - "step": 680 - }, - { - "epoch": 1.61, - "learning_rate": 4.6599169262720666e-05, - "loss": 0.2829, - "step": 690 - }, - { - "epoch": 1.63, - "learning_rate": 4.6469366562824506e-05, - "loss": 0.1439, - "step": 700 - }, - { - "epoch": 1.66, - "learning_rate": 4.633956386292835e-05, - "loss": 0.1535, - "step": 710 - }, - { - "epoch": 1.68, - "learning_rate": 4.620976116303219e-05, - "loss": 0.1178, - "step": 720 - }, - { - "epoch": 1.7, - "learning_rate": 4.607995846313604e-05, - "loss": 0.1518, - "step": 730 - }, - { - "epoch": 1.73, - "learning_rate": 4.595015576323988e-05, - "loss": 0.2072, - "step": 740 - }, - { - "epoch": 1.75, - "learning_rate": 4.5820353063343716e-05, - "loss": 0.1121, - "step": 750 - }, - { - "epoch": 1.77, - "learning_rate": 4.569055036344756e-05, - "loss": 0.0619, - "step": 760 - }, - { - "epoch": 1.8, - "learning_rate": 4.556074766355141e-05, - "loss": 0.132, - "step": 770 - }, - { - "epoch": 1.82, - "learning_rate": 4.543094496365525e-05, - "loss": 0.1038, - "step": 780 - }, - { - "epoch": 1.84, - "learning_rate": 4.530114226375909e-05, - "loss": 0.2358, - "step": 790 - }, - { - "epoch": 1.87, - "learning_rate": 4.517133956386293e-05, - "loss": 0.1398, - "step": 800 - }, - { - "epoch": 1.89, - "learning_rate": 4.504153686396677e-05, - "loss": 0.1683, - "step": 810 - }, - { - "epoch": 1.91, - "learning_rate": 4.491173416407061e-05, - "loss": 0.1513, - "step": 820 - }, - { - "epoch": 1.94, - "learning_rate": 4.478193146417446e-05, - "loss": 0.088, - "step": 830 - }, - { - "epoch": 1.96, - "learning_rate": 4.46521287642783e-05, - "loss": 0.0728, - "step": 840 - }, - { - "epoch": 1.98, - "learning_rate": 4.4522326064382144e-05, - "loss": 0.217, - "step": 850 - }, - { - "epoch": 2.0, - "eval_accuracy": 0.9768497503404449, - "eval_loss": 0.09057731926441193, - "eval_runtime": 312.4423, - "eval_samples_per_second": 14.102, - "eval_steps_per_second": 2.352, - "step": 857 - }, - { - "epoch": 2.01, - "learning_rate": 4.4392523364485984e-05, - "loss": 0.1882, - "step": 860 - }, - { - "epoch": 2.03, - "learning_rate": 4.426272066458982e-05, - "loss": 0.134, - "step": 870 - }, - { - "epoch": 2.05, - "learning_rate": 4.413291796469366e-05, - "loss": 0.1215, - "step": 880 - }, - { - "epoch": 2.08, - "learning_rate": 4.400311526479751e-05, - "loss": 0.1035, - "step": 890 - }, - { - "epoch": 2.1, - "learning_rate": 4.3873312564901355e-05, - "loss": 0.167, - "step": 900 - }, - { - "epoch": 2.12, - "learning_rate": 4.3743509865005194e-05, - "loss": 0.1287, - "step": 910 - }, - { - "epoch": 2.15, - "learning_rate": 4.3613707165109034e-05, - "loss": 0.114, - "step": 920 - }, - { - "epoch": 2.17, - "learning_rate": 4.348390446521288e-05, - "loss": 0.1652, - "step": 930 - }, - { - "epoch": 2.19, - "learning_rate": 4.335410176531672e-05, - "loss": 0.0745, - "step": 940 - }, - { - "epoch": 2.22, - "learning_rate": 4.3224299065420565e-05, - "loss": 0.122, - "step": 950 - }, - { - "epoch": 2.24, - "learning_rate": 4.3094496365524405e-05, - "loss": 0.0581, - "step": 960 - }, - { - "epoch": 2.26, - "learning_rate": 4.2964693665628244e-05, - "loss": 0.0924, - "step": 970 - }, - { - "epoch": 2.29, - "learning_rate": 4.283489096573209e-05, - "loss": 0.1636, - "step": 980 - }, - { - "epoch": 2.31, - "learning_rate": 4.270508826583593e-05, - "loss": 0.0971, - "step": 990 - }, - { - "epoch": 2.33, - "learning_rate": 4.257528556593977e-05, - "loss": 0.1453, - "step": 1000 - }, - { - "epoch": 2.36, - "learning_rate": 4.2445482866043615e-05, - "loss": 0.0725, - "step": 1010 - }, - { - "epoch": 2.38, - "learning_rate": 4.231568016614746e-05, - "loss": 0.1206, - "step": 1020 - }, - { - "epoch": 2.4, - "learning_rate": 4.21858774662513e-05, - "loss": 0.1614, - "step": 1030 - }, - { - "epoch": 2.43, - "learning_rate": 4.205607476635514e-05, - "loss": 0.117, - "step": 1040 - }, - { - "epoch": 2.45, - "learning_rate": 4.192627206645898e-05, - "loss": 0.1531, - "step": 1050 - }, - { - "epoch": 2.47, - "learning_rate": 4.1796469366562826e-05, - "loss": 0.1848, - "step": 1060 - }, - { - "epoch": 2.5, - "learning_rate": 4.166666666666667e-05, - "loss": 0.0604, - "step": 1070 - }, - { - "epoch": 2.52, - "learning_rate": 4.153686396677051e-05, - "loss": 0.0921, - "step": 1080 - }, - { - "epoch": 2.54, - "learning_rate": 4.140706126687435e-05, - "loss": 0.1631, - "step": 1090 - }, - { - "epoch": 2.57, - "learning_rate": 4.12772585669782e-05, - "loss": 0.1608, - "step": 1100 - }, - { - "epoch": 2.59, - "learning_rate": 4.1147455867082036e-05, - "loss": 0.1363, - "step": 1110 - }, - { - "epoch": 2.61, - "learning_rate": 4.101765316718588e-05, - "loss": 0.0879, - "step": 1120 - }, - { - "epoch": 2.64, - "learning_rate": 4.088785046728972e-05, - "loss": 0.1471, - "step": 1130 - }, - { - "epoch": 2.66, - "learning_rate": 4.075804776739356e-05, - "loss": 0.0747, - "step": 1140 - }, - { - "epoch": 2.68, - "learning_rate": 4.062824506749741e-05, - "loss": 0.1141, - "step": 1150 - }, - { - "epoch": 2.71, - "learning_rate": 4.049844236760125e-05, - "loss": 0.1144, - "step": 1160 - }, - { - "epoch": 2.73, - "learning_rate": 4.0368639667705086e-05, - "loss": 0.1359, - "step": 1170 - }, - { - "epoch": 2.75, - "learning_rate": 4.023883696780893e-05, - "loss": 0.1119, - "step": 1180 - }, - { - "epoch": 2.78, - "learning_rate": 4.010903426791278e-05, - "loss": 0.1034, - "step": 1190 - }, - { - "epoch": 2.8, - "learning_rate": 3.997923156801662e-05, - "loss": 0.1054, - "step": 1200 - }, - { - "epoch": 2.82, - "learning_rate": 3.984942886812046e-05, - "loss": 0.099, - "step": 1210 - }, - { - "epoch": 2.85, - "learning_rate": 3.97196261682243e-05, - "loss": 0.0826, - "step": 1220 - }, - { - "epoch": 2.87, - "learning_rate": 3.958982346832814e-05, - "loss": 0.182, - "step": 1230 - }, - { - "epoch": 2.89, - "learning_rate": 3.946002076843199e-05, - "loss": 0.0568, - "step": 1240 - }, - { - "epoch": 2.92, - "learning_rate": 3.933021806853583e-05, - "loss": 0.1613, - "step": 1250 - }, - { - "epoch": 2.94, - "learning_rate": 3.920041536863967e-05, - "loss": 0.0888, - "step": 1260 - }, - { - "epoch": 2.96, - "learning_rate": 3.9070612668743514e-05, - "loss": 0.0523, - "step": 1270 - }, - { - "epoch": 2.99, - "learning_rate": 3.8940809968847354e-05, - "loss": 0.1023, - "step": 1280 - }, - { - "epoch": 3.0, - "eval_accuracy": 0.986609169314571, - "eval_loss": 0.05608086660504341, - "eval_runtime": 272.5412, - "eval_samples_per_second": 16.166, - "eval_steps_per_second": 2.697, - "step": 1285 - }, - { - "epoch": 3.01, - "learning_rate": 3.881100726895119e-05, - "loss": 0.1112, - "step": 1290 - }, - { - "epoch": 3.03, - "learning_rate": 3.868120456905504e-05, - "loss": 0.0433, - "step": 1300 - }, - { - "epoch": 3.06, - "learning_rate": 3.855140186915888e-05, - "loss": 0.1266, - "step": 1310 - }, - { - "epoch": 3.08, - "learning_rate": 3.8421599169262725e-05, - "loss": 0.1462, - "step": 1320 - }, - { - "epoch": 3.1, - "learning_rate": 3.8291796469366564e-05, - "loss": 0.1397, - "step": 1330 - }, - { - "epoch": 3.13, - "learning_rate": 3.8161993769470404e-05, - "loss": 0.0813, - "step": 1340 - }, - { - "epoch": 3.15, - "learning_rate": 3.803219106957425e-05, - "loss": 0.0967, - "step": 1350 - }, - { - "epoch": 3.17, - "learning_rate": 3.7902388369678096e-05, - "loss": 0.0631, - "step": 1360 - }, - { - "epoch": 3.2, - "learning_rate": 3.7772585669781935e-05, - "loss": 0.1784, - "step": 1370 - }, - { - "epoch": 3.22, - "learning_rate": 3.7642782969885775e-05, - "loss": 0.0413, - "step": 1380 - }, - { - "epoch": 3.24, - "learning_rate": 3.7512980269989614e-05, - "loss": 0.0924, - "step": 1390 - }, - { - "epoch": 3.27, - "learning_rate": 3.738317757009346e-05, - "loss": 0.1043, - "step": 1400 - }, - { - "epoch": 3.29, - "learning_rate": 3.72533748701973e-05, - "loss": 0.0909, - "step": 1410 - }, - { - "epoch": 3.31, - "learning_rate": 3.7123572170301146e-05, - "loss": 0.1211, - "step": 1420 - }, - { - "epoch": 3.34, - "learning_rate": 3.6993769470404985e-05, - "loss": 0.0909, - "step": 1430 - }, - { - "epoch": 3.36, - "learning_rate": 3.686396677050883e-05, - "loss": 0.053, - "step": 1440 - }, - { - "epoch": 3.38, - "learning_rate": 3.673416407061267e-05, - "loss": 0.1416, - "step": 1450 - }, - { - "epoch": 3.41, - "learning_rate": 3.660436137071651e-05, - "loss": 0.0664, - "step": 1460 - }, - { - "epoch": 3.43, - "learning_rate": 3.647455867082035e-05, - "loss": 0.0572, - "step": 1470 - }, - { - "epoch": 3.45, - "learning_rate": 3.6344755970924196e-05, - "loss": 0.2081, - "step": 1480 - }, - { - "epoch": 3.48, - "learning_rate": 3.621495327102804e-05, - "loss": 0.0666, - "step": 1490 - }, - { - "epoch": 3.5, - "learning_rate": 3.608515057113188e-05, - "loss": 0.1286, - "step": 1500 - }, - { - "epoch": 3.52, - "learning_rate": 3.595534787123572e-05, - "loss": 0.1309, - "step": 1510 - }, - { - "epoch": 3.55, - "learning_rate": 3.582554517133957e-05, - "loss": 0.0854, - "step": 1520 - }, - { - "epoch": 3.57, - "learning_rate": 3.5695742471443406e-05, - "loss": 0.129, - "step": 1530 - }, - { - "epoch": 3.59, - "learning_rate": 3.556593977154725e-05, - "loss": 0.1091, - "step": 1540 - }, - { - "epoch": 3.62, - "learning_rate": 3.543613707165109e-05, - "loss": 0.1034, - "step": 1550 - }, - { - "epoch": 3.64, - "learning_rate": 3.530633437175493e-05, - "loss": 0.1008, - "step": 1560 - }, - { - "epoch": 3.66, - "learning_rate": 3.517653167185878e-05, - "loss": 0.1413, - "step": 1570 - }, - { - "epoch": 3.69, - "learning_rate": 3.504672897196262e-05, - "loss": 0.1446, - "step": 1580 - }, - { - "epoch": 3.71, - "learning_rate": 3.4916926272066456e-05, - "loss": 0.0846, - "step": 1590 - }, - { - "epoch": 3.73, - "learning_rate": 3.47871235721703e-05, - "loss": 0.0485, - "step": 1600 - }, - { - "epoch": 3.76, - "learning_rate": 3.465732087227415e-05, - "loss": 0.069, - "step": 1610 - }, - { - "epoch": 3.78, - "learning_rate": 3.452751817237799e-05, - "loss": 0.0664, - "step": 1620 - }, - { - "epoch": 3.8, - "learning_rate": 3.439771547248183e-05, - "loss": 0.0909, - "step": 1630 - }, - { - "epoch": 3.83, - "learning_rate": 3.426791277258567e-05, - "loss": 0.1046, - "step": 1640 - }, - { - "epoch": 3.85, - "learning_rate": 3.413811007268951e-05, - "loss": 0.0977, - "step": 1650 - }, - { - "epoch": 3.87, - "learning_rate": 3.400830737279336e-05, - "loss": 0.1135, - "step": 1660 - }, - { - "epoch": 3.9, - "learning_rate": 3.38785046728972e-05, - "loss": 0.0386, - "step": 1670 - }, - { - "epoch": 3.92, - "learning_rate": 3.374870197300104e-05, - "loss": 0.1839, - "step": 1680 - }, - { - "epoch": 3.94, - "learning_rate": 3.3618899273104884e-05, - "loss": 0.0722, - "step": 1690 - }, - { - "epoch": 3.97, - "learning_rate": 3.3489096573208724e-05, - "loss": 0.136, - "step": 1700 - }, - { - "epoch": 3.99, - "learning_rate": 3.335929387331256e-05, - "loss": 0.1007, - "step": 1710 - }, - { - "epoch": 4.0, - "eval_accuracy": 0.9902405810258738, - "eval_loss": 0.042905017733573914, - "eval_runtime": 280.0162, - "eval_samples_per_second": 15.735, - "eval_steps_per_second": 2.625, - "step": 1714 - }, - { - "epoch": 4.01, - "learning_rate": 3.322949117341641e-05, - "loss": 0.1086, - "step": 1720 - }, - { - "epoch": 4.04, - "learning_rate": 3.309968847352025e-05, - "loss": 0.1085, - "step": 1730 - }, - { - "epoch": 4.06, - "learning_rate": 3.2969885773624095e-05, - "loss": 0.1395, - "step": 1740 - }, - { - "epoch": 4.08, - "learning_rate": 3.2840083073727934e-05, - "loss": 0.1635, - "step": 1750 - }, - { - "epoch": 4.11, - "learning_rate": 3.2710280373831774e-05, - "loss": 0.0952, - "step": 1760 - }, - { - "epoch": 4.13, - "learning_rate": 3.258047767393562e-05, - "loss": 0.0691, - "step": 1770 - }, - { - "epoch": 4.15, - "learning_rate": 3.2450674974039466e-05, - "loss": 0.0535, - "step": 1780 - }, - { - "epoch": 4.18, - "learning_rate": 3.2320872274143305e-05, - "loss": 0.0514, - "step": 1790 - }, - { - "epoch": 4.2, - "learning_rate": 3.2191069574247145e-05, - "loss": 0.0875, - "step": 1800 - }, - { - "epoch": 4.22, - "learning_rate": 3.2061266874350984e-05, - "loss": 0.0517, - "step": 1810 - }, - { - "epoch": 4.25, - "learning_rate": 3.193146417445483e-05, - "loss": 0.1014, - "step": 1820 - }, - { - "epoch": 4.27, - "learning_rate": 3.1801661474558676e-05, - "loss": 0.0374, - "step": 1830 - }, - { - "epoch": 4.29, - "learning_rate": 3.1671858774662516e-05, - "loss": 0.1028, - "step": 1840 - }, - { - "epoch": 4.32, - "learning_rate": 3.1542056074766355e-05, - "loss": 0.1316, - "step": 1850 - }, - { - "epoch": 4.34, - "learning_rate": 3.14122533748702e-05, - "loss": 0.1412, - "step": 1860 - }, - { - "epoch": 4.36, - "learning_rate": 3.128245067497404e-05, - "loss": 0.0216, - "step": 1870 - }, - { - "epoch": 4.39, - "learning_rate": 3.115264797507788e-05, - "loss": 0.0441, - "step": 1880 - }, - { - "epoch": 4.41, - "learning_rate": 3.1022845275181726e-05, - "loss": 0.0754, - "step": 1890 - }, - { - "epoch": 4.43, - "learning_rate": 3.0893042575285566e-05, - "loss": 0.1619, - "step": 1900 - }, - { - "epoch": 4.46, - "learning_rate": 3.076323987538941e-05, - "loss": 0.03, - "step": 1910 - }, - { - "epoch": 4.48, - "learning_rate": 3.063343717549325e-05, - "loss": 0.0197, - "step": 1920 - }, - { - "epoch": 4.5, - "learning_rate": 3.0503634475597094e-05, - "loss": 0.0638, - "step": 1930 - }, - { - "epoch": 4.53, - "learning_rate": 3.0373831775700934e-05, - "loss": 0.0764, - "step": 1940 - }, - { - "epoch": 4.55, - "learning_rate": 3.024402907580478e-05, - "loss": 0.0439, - "step": 1950 - }, - { - "epoch": 4.57, - "learning_rate": 3.0114226375908622e-05, - "loss": 0.0468, - "step": 1960 - }, - { - "epoch": 4.6, - "learning_rate": 2.9984423676012462e-05, - "loss": 0.1002, - "step": 1970 - }, - { - "epoch": 4.62, - "learning_rate": 2.9854620976116305e-05, - "loss": 0.0707, - "step": 1980 - }, - { - "epoch": 4.64, - "learning_rate": 2.9724818276220144e-05, - "loss": 0.1629, - "step": 1990 - }, - { - "epoch": 4.67, - "learning_rate": 2.9595015576323987e-05, - "loss": 0.1135, - "step": 2000 - }, - { - "epoch": 4.69, - "learning_rate": 2.9465212876427833e-05, - "loss": 0.1017, - "step": 2010 - }, - { - "epoch": 4.71, - "learning_rate": 2.9335410176531676e-05, - "loss": 0.0981, - "step": 2020 - }, - { - "epoch": 4.74, - "learning_rate": 2.9205607476635515e-05, - "loss": 0.0931, - "step": 2030 - }, - { - "epoch": 4.76, - "learning_rate": 2.9075804776739358e-05, - "loss": 0.1317, - "step": 2040 - }, - { - "epoch": 4.78, - "learning_rate": 2.8946002076843197e-05, - "loss": 0.0295, - "step": 2050 - }, - { - "epoch": 4.81, - "learning_rate": 2.881619937694704e-05, - "loss": 0.0658, - "step": 2060 - }, - { - "epoch": 4.83, - "learning_rate": 2.8686396677050886e-05, - "loss": 0.1634, - "step": 2070 - }, - { - "epoch": 4.85, - "learning_rate": 2.855659397715473e-05, - "loss": 0.0865, - "step": 2080 - }, - { - "epoch": 4.88, - "learning_rate": 2.842679127725857e-05, - "loss": 0.0807, - "step": 2090 - }, - { - "epoch": 4.9, - "learning_rate": 2.829698857736241e-05, - "loss": 0.0434, - "step": 2100 - }, - { - "epoch": 4.92, - "learning_rate": 2.816718587746625e-05, - "loss": 0.0414, - "step": 2110 - }, - { - "epoch": 4.95, - "learning_rate": 2.8037383177570094e-05, - "loss": 0.0973, - "step": 2120 - }, - { - "epoch": 4.97, - "learning_rate": 2.790758047767394e-05, - "loss": 0.0677, - "step": 2130 - }, - { - "epoch": 4.99, - "learning_rate": 2.777777777777778e-05, - "loss": 0.0687, - "step": 2140 - }, - { - "epoch": 5.0, - "eval_accuracy": 0.9877439854743532, - "eval_loss": 0.04716098681092262, - "eval_runtime": 277.6857, - "eval_samples_per_second": 15.867, - "eval_steps_per_second": 2.647, - "step": 2142 - }, - { - "epoch": 5.02, - "learning_rate": 2.7647975077881622e-05, - "loss": 0.1053, - "step": 2150 - }, - { - "epoch": 5.04, - "learning_rate": 2.751817237798546e-05, - "loss": 0.0516, - "step": 2160 - }, - { - "epoch": 5.06, - "learning_rate": 2.7388369678089304e-05, - "loss": 0.0555, - "step": 2170 - }, - { - "epoch": 5.09, - "learning_rate": 2.7258566978193147e-05, - "loss": 0.1344, - "step": 2180 - }, - { - "epoch": 5.11, - "learning_rate": 2.7128764278296993e-05, - "loss": 0.1401, - "step": 2190 - }, - { - "epoch": 5.13, - "learning_rate": 2.6998961578400832e-05, - "loss": 0.0238, - "step": 2200 - }, - { - "epoch": 5.16, - "learning_rate": 2.6869158878504675e-05, - "loss": 0.0966, - "step": 2210 - }, - { - "epoch": 5.18, - "learning_rate": 2.6739356178608515e-05, - "loss": 0.078, - "step": 2220 - }, - { - "epoch": 5.2, - "learning_rate": 2.6609553478712357e-05, - "loss": 0.129, - "step": 2230 - }, - { - "epoch": 5.23, - "learning_rate": 2.6479750778816197e-05, - "loss": 0.019, - "step": 2240 - }, - { - "epoch": 5.25, - "learning_rate": 2.6349948078920046e-05, - "loss": 0.0505, - "step": 2250 - }, - { - "epoch": 5.27, - "learning_rate": 2.6220145379023886e-05, - "loss": 0.0413, - "step": 2260 - }, - { - "epoch": 5.3, - "learning_rate": 2.609034267912773e-05, - "loss": 0.0639, - "step": 2270 - }, - { - "epoch": 5.32, - "learning_rate": 2.5960539979231568e-05, - "loss": 0.1113, - "step": 2280 - }, - { - "epoch": 5.34, - "learning_rate": 2.583073727933541e-05, - "loss": 0.0955, - "step": 2290 - }, - { - "epoch": 5.37, - "learning_rate": 2.570093457943925e-05, - "loss": 0.0259, - "step": 2300 - }, - { - "epoch": 5.39, - "learning_rate": 2.5571131879543096e-05, - "loss": 0.0876, - "step": 2310 - }, - { - "epoch": 5.41, - "learning_rate": 2.544132917964694e-05, - "loss": 0.1074, - "step": 2320 - }, - { - "epoch": 5.44, - "learning_rate": 2.531152647975078e-05, - "loss": 0.0382, - "step": 2330 - }, - { - "epoch": 5.46, - "learning_rate": 2.518172377985462e-05, - "loss": 0.1101, - "step": 2340 - }, - { - "epoch": 5.48, - "learning_rate": 2.5051921079958464e-05, - "loss": 0.1023, - "step": 2350 - }, - { - "epoch": 5.51, - "learning_rate": 2.4922118380062307e-05, - "loss": 0.0437, - "step": 2360 - }, - { - "epoch": 5.53, - "learning_rate": 2.4792315680166146e-05, - "loss": 0.1524, - "step": 2370 - }, - { - "epoch": 5.55, - "learning_rate": 2.4662512980269992e-05, - "loss": 0.0495, - "step": 2380 - }, - { - "epoch": 5.58, - "learning_rate": 2.4532710280373832e-05, - "loss": 0.1185, - "step": 2390 - }, - { - "epoch": 5.6, - "learning_rate": 2.4402907580477675e-05, - "loss": 0.0849, - "step": 2400 - }, - { - "epoch": 5.62, - "learning_rate": 2.4273104880581517e-05, - "loss": 0.0454, - "step": 2410 - }, - { - "epoch": 5.65, - "learning_rate": 2.414330218068536e-05, - "loss": 0.072, - "step": 2420 - }, - { - "epoch": 5.67, - "learning_rate": 2.40134994807892e-05, - "loss": 0.0634, - "step": 2430 - }, - { - "epoch": 5.69, - "learning_rate": 2.3883696780893046e-05, - "loss": 0.1499, - "step": 2440 - }, - { - "epoch": 5.72, - "learning_rate": 2.3753894080996885e-05, - "loss": 0.0858, - "step": 2450 - }, - { - "epoch": 5.74, - "learning_rate": 2.3624091381100728e-05, - "loss": 0.1055, - "step": 2460 - }, - { - "epoch": 5.76, - "learning_rate": 2.349428868120457e-05, - "loss": 0.0382, - "step": 2470 - }, - { - "epoch": 5.79, - "learning_rate": 2.3364485981308414e-05, - "loss": 0.0385, - "step": 2480 - }, - { - "epoch": 5.81, - "learning_rate": 2.3234683281412253e-05, - "loss": 0.0402, - "step": 2490 - }, - { - "epoch": 5.83, - "learning_rate": 2.3104880581516096e-05, - "loss": 0.0712, - "step": 2500 - }, - { - "epoch": 5.86, - "learning_rate": 2.297507788161994e-05, - "loss": 0.0524, - "step": 2510 - }, - { - "epoch": 5.88, - "learning_rate": 2.284527518172378e-05, - "loss": 0.0494, - "step": 2520 - }, - { - "epoch": 5.9, - "learning_rate": 2.2715472481827624e-05, - "loss": 0.0917, - "step": 2530 - }, - { - "epoch": 5.93, - "learning_rate": 2.2585669781931463e-05, - "loss": 0.0737, - "step": 2540 - }, - { - "epoch": 5.95, - "learning_rate": 2.2455867082035306e-05, - "loss": 0.0682, - "step": 2550 - }, - { - "epoch": 5.97, - "learning_rate": 2.232606438213915e-05, - "loss": 0.1312, - "step": 2560 - }, - { - "epoch": 6.0, - "learning_rate": 2.2196261682242992e-05, - "loss": 0.09, - "step": 2570 - }, - { - "epoch": 6.0, - "eval_accuracy": 0.9884248751702224, - "eval_loss": 0.04844553396105766, - "eval_runtime": 281.2078, - "eval_samples_per_second": 15.668, - "eval_steps_per_second": 2.614, - "step": 2571 - }, - { - "epoch": 6.02, - "learning_rate": 2.206645898234683e-05, - "loss": 0.0954, - "step": 2580 - }, - { - "epoch": 6.04, - "learning_rate": 2.1936656282450677e-05, - "loss": 0.0657, - "step": 2590 - }, - { - "epoch": 6.07, - "learning_rate": 2.1806853582554517e-05, - "loss": 0.0274, - "step": 2600 - }, - { - "epoch": 6.09, - "learning_rate": 2.167705088265836e-05, - "loss": 0.0353, - "step": 2610 - }, - { - "epoch": 6.11, - "learning_rate": 2.1547248182762202e-05, - "loss": 0.0646, - "step": 2620 - }, - { - "epoch": 6.14, - "learning_rate": 2.1417445482866045e-05, - "loss": 0.094, - "step": 2630 - }, - { - "epoch": 6.16, - "learning_rate": 2.1287642782969885e-05, - "loss": 0.1035, - "step": 2640 - }, - { - "epoch": 6.18, - "learning_rate": 2.115784008307373e-05, - "loss": 0.0774, - "step": 2650 - }, - { - "epoch": 6.21, - "learning_rate": 2.102803738317757e-05, - "loss": 0.0823, - "step": 2660 - }, - { - "epoch": 6.23, - "learning_rate": 2.0898234683281413e-05, - "loss": 0.0855, - "step": 2670 - }, - { - "epoch": 6.25, - "learning_rate": 2.0768431983385256e-05, - "loss": 0.089, - "step": 2680 - }, - { - "epoch": 6.28, - "learning_rate": 2.06386292834891e-05, - "loss": 0.0706, - "step": 2690 - }, - { - "epoch": 6.3, - "learning_rate": 2.050882658359294e-05, - "loss": 0.0474, - "step": 2700 - }, - { - "epoch": 6.32, - "learning_rate": 2.037902388369678e-05, - "loss": 0.0867, - "step": 2710 - }, - { - "epoch": 6.35, - "learning_rate": 2.0249221183800623e-05, - "loss": 0.1014, - "step": 2720 - }, - { - "epoch": 6.37, - "learning_rate": 2.0119418483904466e-05, - "loss": 0.0826, - "step": 2730 - }, - { - "epoch": 6.39, - "learning_rate": 1.998961578400831e-05, - "loss": 0.0848, - "step": 2740 - }, - { - "epoch": 6.42, - "learning_rate": 1.985981308411215e-05, - "loss": 0.037, - "step": 2750 - }, - { - "epoch": 6.44, - "learning_rate": 1.9730010384215995e-05, - "loss": 0.0557, - "step": 2760 - }, - { - "epoch": 6.46, - "learning_rate": 1.9600207684319834e-05, - "loss": 0.0257, - "step": 2770 - }, - { - "epoch": 6.49, - "learning_rate": 1.9470404984423677e-05, - "loss": 0.0323, - "step": 2780 - }, - { - "epoch": 6.51, - "learning_rate": 1.934060228452752e-05, - "loss": 0.1008, - "step": 2790 - }, - { - "epoch": 6.53, - "learning_rate": 1.9210799584631362e-05, - "loss": 0.0456, - "step": 2800 - }, - { - "epoch": 6.56, - "learning_rate": 1.9080996884735202e-05, - "loss": 0.0613, - "step": 2810 - }, - { - "epoch": 6.58, - "learning_rate": 1.8951194184839048e-05, - "loss": 0.0573, - "step": 2820 - }, - { - "epoch": 6.6, - "learning_rate": 1.8821391484942887e-05, - "loss": 0.0205, - "step": 2830 - }, - { - "epoch": 6.63, - "learning_rate": 1.869158878504673e-05, - "loss": 0.1002, - "step": 2840 - }, - { - "epoch": 6.65, - "learning_rate": 1.8561786085150573e-05, - "loss": 0.0575, - "step": 2850 - }, - { - "epoch": 6.67, - "learning_rate": 1.8431983385254416e-05, - "loss": 0.0201, - "step": 2860 - }, - { - "epoch": 6.7, - "learning_rate": 1.8302180685358255e-05, - "loss": 0.1134, - "step": 2870 - }, - { - "epoch": 6.72, - "learning_rate": 1.8172377985462098e-05, - "loss": 0.0187, - "step": 2880 - }, - { - "epoch": 6.74, - "learning_rate": 1.804257528556594e-05, - "loss": 0.0503, - "step": 2890 - }, - { - "epoch": 6.77, - "learning_rate": 1.7912772585669783e-05, - "loss": 0.0975, - "step": 2900 - }, - { - "epoch": 6.79, - "learning_rate": 1.7782969885773626e-05, - "loss": 0.0436, - "step": 2910 - }, - { - "epoch": 6.81, - "learning_rate": 1.7653167185877466e-05, - "loss": 0.1462, - "step": 2920 - }, - { - "epoch": 6.84, - "learning_rate": 1.752336448598131e-05, - "loss": 0.0965, - "step": 2930 - }, - { - "epoch": 6.86, - "learning_rate": 1.739356178608515e-05, - "loss": 0.049, - "step": 2940 - }, - { - "epoch": 6.88, - "learning_rate": 1.7263759086188994e-05, - "loss": 0.0501, - "step": 2950 - }, - { - "epoch": 6.91, - "learning_rate": 1.7133956386292833e-05, - "loss": 0.0318, - "step": 2960 - }, - { - "epoch": 6.93, - "learning_rate": 1.700415368639668e-05, - "loss": 0.097, - "step": 2970 - }, - { - "epoch": 6.95, - "learning_rate": 1.687435098650052e-05, - "loss": 0.0539, - "step": 2980 - }, - { - "epoch": 6.98, - "learning_rate": 1.6744548286604362e-05, - "loss": 0.1087, - "step": 2990 - }, - { - "epoch": 7.0, - "eval_accuracy": 0.9897866545619609, - "eval_loss": 0.040911152958869934, - "eval_runtime": 301.3693, - "eval_samples_per_second": 14.62, - "eval_steps_per_second": 2.439, - "step": 2999 - }, - { - "epoch": 7.0, - "learning_rate": 1.6614745586708205e-05, - "loss": 0.0103, - "step": 3000 - }, - { - "epoch": 7.02, - "learning_rate": 1.6484942886812047e-05, - "loss": 0.043, - "step": 3010 - }, - { - "epoch": 7.05, - "learning_rate": 1.6355140186915887e-05, - "loss": 0.0529, - "step": 3020 - }, - { - "epoch": 7.07, - "learning_rate": 1.6225337487019733e-05, - "loss": 0.0245, - "step": 3030 - }, - { - "epoch": 7.09, - "learning_rate": 1.6095534787123572e-05, - "loss": 0.0222, - "step": 3040 - }, - { - "epoch": 7.12, - "learning_rate": 1.5965732087227415e-05, - "loss": 0.0123, - "step": 3050 - }, - { - "epoch": 7.14, - "learning_rate": 1.5835929387331258e-05, - "loss": 0.057, - "step": 3060 - }, - { - "epoch": 7.16, - "learning_rate": 1.57061266874351e-05, - "loss": 0.0724, - "step": 3070 - }, - { - "epoch": 7.19, - "learning_rate": 1.557632398753894e-05, - "loss": 0.062, - "step": 3080 - }, - { - "epoch": 7.21, - "learning_rate": 1.5446521287642783e-05, - "loss": 0.0768, - "step": 3090 - }, - { - "epoch": 7.23, - "learning_rate": 1.5316718587746626e-05, - "loss": 0.0415, - "step": 3100 - }, - { - "epoch": 7.26, - "learning_rate": 1.5186915887850467e-05, - "loss": 0.0894, - "step": 3110 - }, - { - "epoch": 7.28, - "learning_rate": 1.5057113187954311e-05, - "loss": 0.0789, - "step": 3120 - }, - { - "epoch": 7.3, - "learning_rate": 1.4927310488058152e-05, - "loss": 0.0344, - "step": 3130 - }, - { - "epoch": 7.33, - "learning_rate": 1.4797507788161993e-05, - "loss": 0.0326, - "step": 3140 - }, - { - "epoch": 7.35, - "learning_rate": 1.4667705088265838e-05, - "loss": 0.0724, - "step": 3150 - }, - { - "epoch": 7.37, - "learning_rate": 1.4537902388369679e-05, - "loss": 0.0513, - "step": 3160 - }, - { - "epoch": 7.4, - "learning_rate": 1.440809968847352e-05, - "loss": 0.0463, - "step": 3170 - }, - { - "epoch": 7.42, - "learning_rate": 1.4278296988577365e-05, - "loss": 0.0419, - "step": 3180 - }, - { - "epoch": 7.44, - "learning_rate": 1.4148494288681206e-05, - "loss": 0.1547, - "step": 3190 - }, - { - "epoch": 7.47, - "learning_rate": 1.4018691588785047e-05, - "loss": 0.0882, - "step": 3200 - }, - { - "epoch": 7.49, - "learning_rate": 1.388888888888889e-05, - "loss": 0.0385, - "step": 3210 - }, - { - "epoch": 7.51, - "learning_rate": 1.375908618899273e-05, - "loss": 0.0333, - "step": 3220 - }, - { - "epoch": 7.54, - "learning_rate": 1.3629283489096573e-05, - "loss": 0.0839, - "step": 3230 - }, - { - "epoch": 7.56, - "learning_rate": 1.3499480789200416e-05, - "loss": 0.0623, - "step": 3240 - }, - { - "epoch": 7.58, - "learning_rate": 1.3369678089304257e-05, - "loss": 0.094, - "step": 3250 - }, - { - "epoch": 7.61, - "learning_rate": 1.3239875389408098e-05, - "loss": 0.0429, - "step": 3260 - }, - { - "epoch": 7.63, - "learning_rate": 1.3110072689511943e-05, - "loss": 0.0015, - "step": 3270 - }, - { - "epoch": 7.65, - "learning_rate": 1.2980269989615784e-05, - "loss": 0.0122, - "step": 3280 - }, - { - "epoch": 7.68, - "learning_rate": 1.2850467289719625e-05, - "loss": 0.0476, - "step": 3290 - }, - { - "epoch": 7.7, - "learning_rate": 1.272066458982347e-05, - "loss": 0.0371, - "step": 3300 - }, - { - "epoch": 7.72, - "learning_rate": 1.259086188992731e-05, - "loss": 0.0905, - "step": 3310 - }, - { - "epoch": 7.75, - "learning_rate": 1.2461059190031153e-05, - "loss": 0.028, - "step": 3320 - }, - { - "epoch": 7.77, - "learning_rate": 1.2331256490134996e-05, - "loss": 0.0375, - "step": 3330 - }, - { - "epoch": 7.79, - "learning_rate": 1.2201453790238837e-05, - "loss": 0.0711, - "step": 3340 - }, - { - "epoch": 7.82, - "learning_rate": 1.207165109034268e-05, - "loss": 0.0787, - "step": 3350 - }, - { - "epoch": 7.84, - "learning_rate": 1.1941848390446523e-05, - "loss": 0.0192, - "step": 3360 - }, - { - "epoch": 7.86, - "learning_rate": 1.1812045690550364e-05, - "loss": 0.055, - "step": 3370 - }, - { - "epoch": 7.89, - "learning_rate": 1.1682242990654207e-05, - "loss": 0.1195, - "step": 3380 - }, - { - "epoch": 7.91, - "learning_rate": 1.1552440290758048e-05, - "loss": 0.0388, - "step": 3390 - }, - { - "epoch": 7.93, - "learning_rate": 1.142263759086189e-05, - "loss": 0.021, - "step": 3400 - }, - { - "epoch": 7.96, - "learning_rate": 1.1292834890965732e-05, - "loss": 0.0992, - "step": 3410 - }, - { - "epoch": 7.98, - "learning_rate": 1.1163032191069575e-05, - "loss": 0.0477, - "step": 3420 - }, - { - "epoch": 8.0, - "eval_accuracy": 0.9909214707217431, - "eval_loss": 0.04681561514735222, - "eval_runtime": 281.3706, - "eval_samples_per_second": 15.659, - "eval_steps_per_second": 2.612, - "step": 3428 - }, - { - "epoch": 8.0, - "learning_rate": 1.1033229491173416e-05, - "loss": 0.0154, - "step": 3430 - }, - { - "epoch": 8.03, - "learning_rate": 1.0903426791277258e-05, - "loss": 0.0787, - "step": 3440 - }, - { - "epoch": 8.05, - "learning_rate": 1.0773624091381101e-05, - "loss": 0.0948, - "step": 3450 - }, - { - "epoch": 8.07, - "learning_rate": 1.0643821391484942e-05, - "loss": 0.0322, - "step": 3460 - }, - { - "epoch": 8.1, - "learning_rate": 1.0514018691588785e-05, - "loss": 0.0836, - "step": 3470 - }, - { - "epoch": 8.12, - "learning_rate": 1.0384215991692628e-05, - "loss": 0.0754, - "step": 3480 - }, - { - "epoch": 8.14, - "learning_rate": 1.025441329179647e-05, - "loss": 0.1152, - "step": 3490 - }, - { - "epoch": 8.17, - "learning_rate": 1.0124610591900312e-05, - "loss": 0.0096, - "step": 3500 - }, - { - "epoch": 8.19, - "learning_rate": 9.994807892004155e-06, - "loss": 0.0449, - "step": 3510 - }, - { - "epoch": 8.21, - "learning_rate": 9.865005192107997e-06, - "loss": 0.0418, - "step": 3520 - }, - { - "epoch": 8.24, - "learning_rate": 9.735202492211838e-06, - "loss": 0.0434, - "step": 3530 - }, - { - "epoch": 8.26, - "learning_rate": 9.605399792315681e-06, - "loss": 0.0466, - "step": 3540 - }, - { - "epoch": 8.28, - "learning_rate": 9.475597092419524e-06, - "loss": 0.115, - "step": 3550 - }, - { - "epoch": 8.31, - "learning_rate": 9.345794392523365e-06, - "loss": 0.1147, - "step": 3560 - }, - { - "epoch": 8.33, - "learning_rate": 9.215991692627208e-06, - "loss": 0.0387, - "step": 3570 - }, - { - "epoch": 8.35, - "learning_rate": 9.086188992731049e-06, - "loss": 0.0574, - "step": 3580 - }, - { - "epoch": 8.38, - "learning_rate": 8.956386292834892e-06, - "loss": 0.0519, - "step": 3590 - }, - { - "epoch": 8.4, - "learning_rate": 8.826583592938733e-06, - "loss": 0.078, - "step": 3600 - }, - { - "epoch": 8.42, - "learning_rate": 8.696780893042576e-06, - "loss": 0.0301, - "step": 3610 - }, - { - "epoch": 8.45, - "learning_rate": 8.566978193146417e-06, - "loss": 0.0545, - "step": 3620 - }, - { - "epoch": 8.47, - "learning_rate": 8.43717549325026e-06, - "loss": 0.0423, - "step": 3630 - }, - { - "epoch": 8.49, - "learning_rate": 8.307372793354102e-06, - "loss": 0.0456, - "step": 3640 - }, - { - "epoch": 8.52, - "learning_rate": 8.177570093457943e-06, - "loss": 0.1198, - "step": 3650 - }, - { - "epoch": 8.54, - "learning_rate": 8.047767393561786e-06, - "loss": 0.0277, - "step": 3660 - }, - { - "epoch": 8.56, - "learning_rate": 7.917964693665629e-06, - "loss": 0.1402, - "step": 3670 - }, - { - "epoch": 8.59, - "learning_rate": 7.78816199376947e-06, - "loss": 0.0258, - "step": 3680 - }, - { - "epoch": 8.61, - "learning_rate": 7.658359293873313e-06, - "loss": 0.0477, - "step": 3690 - }, - { - "epoch": 8.63, - "learning_rate": 7.528556593977156e-06, - "loss": 0.0255, - "step": 3700 - }, - { - "epoch": 8.66, - "learning_rate": 7.398753894080997e-06, - "loss": 0.0699, - "step": 3710 - }, - { - "epoch": 8.68, - "learning_rate": 7.2689511941848395e-06, - "loss": 0.0368, - "step": 3720 - }, - { - "epoch": 8.7, - "learning_rate": 7.139148494288682e-06, - "loss": 0.0344, - "step": 3730 - }, - { - "epoch": 8.73, - "learning_rate": 7.009345794392523e-06, - "loss": 0.1283, - "step": 3740 - }, - { - "epoch": 8.75, - "learning_rate": 6.879543094496365e-06, - "loss": 0.0407, - "step": 3750 - }, - { - "epoch": 8.77, - "learning_rate": 6.749740394600208e-06, - "loss": 0.0833, - "step": 3760 - }, - { - "epoch": 8.8, - "learning_rate": 6.619937694704049e-06, - "loss": 0.0392, - "step": 3770 - }, - { - "epoch": 8.82, - "learning_rate": 6.490134994807892e-06, - "loss": 0.0896, - "step": 3780 - }, - { - "epoch": 8.84, - "learning_rate": 6.360332294911735e-06, - "loss": 0.0401, - "step": 3790 - }, - { - "epoch": 8.87, - "learning_rate": 6.230529595015577e-06, - "loss": 0.0219, - "step": 3800 - }, - { - "epoch": 8.89, - "learning_rate": 6.100726895119419e-06, - "loss": 0.0416, - "step": 3810 - }, - { - "epoch": 8.91, - "learning_rate": 5.9709241952232614e-06, - "loss": 0.0987, - "step": 3820 - }, - { - "epoch": 8.94, - "learning_rate": 5.841121495327103e-06, - "loss": 0.0462, - "step": 3830 - }, - { - "epoch": 8.96, - "learning_rate": 5.711318795430945e-06, - "loss": 0.0524, - "step": 3840 - }, - { - "epoch": 8.98, - "learning_rate": 5.581516095534787e-06, - "loss": 0.0677, - "step": 3850 - }, - { - "epoch": 9.0, - "eval_accuracy": 0.9920562868815251, - "eval_loss": 0.040971919894218445, - "eval_runtime": 266.271, - "eval_samples_per_second": 16.547, - "eval_steps_per_second": 2.76, - "step": 3856 - }, - { - "epoch": 9.01, - "learning_rate": 5.451713395638629e-06, - "loss": 0.0256, - "step": 3860 - }, - { - "epoch": 9.03, - "learning_rate": 5.321910695742471e-06, - "loss": 0.0595, - "step": 3870 - }, - { - "epoch": 9.05, - "learning_rate": 5.192107995846314e-06, - "loss": 0.077, - "step": 3880 - }, - { - "epoch": 9.08, - "learning_rate": 5.062305295950156e-06, - "loss": 0.109, - "step": 3890 - }, - { - "epoch": 9.1, - "learning_rate": 4.932502596053999e-06, - "loss": 0.0975, - "step": 3900 - }, - { - "epoch": 9.12, - "learning_rate": 4.802699896157841e-06, - "loss": 0.0157, - "step": 3910 - }, - { - "epoch": 9.15, - "learning_rate": 4.6728971962616825e-06, - "loss": 0.0457, - "step": 3920 - }, - { - "epoch": 9.17, - "learning_rate": 4.5430944963655245e-06, - "loss": 0.0122, - "step": 3930 - }, - { - "epoch": 9.19, - "learning_rate": 4.413291796469366e-06, - "loss": 0.0826, - "step": 3940 - }, - { - "epoch": 9.22, - "learning_rate": 4.283489096573208e-06, - "loss": 0.0302, - "step": 3950 - }, - { - "epoch": 9.24, - "learning_rate": 4.153686396677051e-06, - "loss": 0.0578, - "step": 3960 - }, - { - "epoch": 9.26, - "learning_rate": 4.023883696780893e-06, - "loss": 0.0359, - "step": 3970 - }, - { - "epoch": 9.29, - "learning_rate": 3.894080996884735e-06, - "loss": 0.1037, - "step": 3980 - }, - { - "epoch": 9.31, - "learning_rate": 3.764278296988578e-06, - "loss": 0.1095, - "step": 3990 - }, - { - "epoch": 9.33, - "learning_rate": 3.6344755970924198e-06, - "loss": 0.0605, - "step": 4000 - }, - { - "epoch": 9.36, - "learning_rate": 3.5046728971962617e-06, - "loss": 0.0118, - "step": 4010 - }, - { - "epoch": 9.38, - "learning_rate": 3.374870197300104e-06, - "loss": 0.0246, - "step": 4020 - }, - { - "epoch": 9.4, - "learning_rate": 3.245067497403946e-06, - "loss": 0.0354, - "step": 4030 - }, - { - "epoch": 9.43, - "learning_rate": 3.1152647975077884e-06, - "loss": 0.0229, - "step": 4040 - }, - { - "epoch": 9.45, - "learning_rate": 2.9854620976116307e-06, - "loss": 0.0696, - "step": 4050 - }, - { - "epoch": 9.47, - "learning_rate": 2.8556593977154727e-06, - "loss": 0.0075, - "step": 4060 - }, - { - "epoch": 9.5, - "learning_rate": 2.7258566978193146e-06, - "loss": 0.0672, - "step": 4070 - }, - { - "epoch": 9.52, - "learning_rate": 2.596053997923157e-06, - "loss": 0.0709, - "step": 4080 - }, - { - "epoch": 9.54, - "learning_rate": 2.4662512980269993e-06, - "loss": 0.0191, - "step": 4090 - }, - { - "epoch": 9.57, - "learning_rate": 2.3364485981308413e-06, - "loss": 0.0473, - "step": 4100 - }, - { - "epoch": 9.59, - "learning_rate": 2.206645898234683e-06, - "loss": 0.036, - "step": 4110 - }, - { - "epoch": 9.61, - "learning_rate": 2.0768431983385256e-06, - "loss": 0.0877, - "step": 4120 - }, - { - "epoch": 9.64, - "learning_rate": 1.9470404984423675e-06, - "loss": 0.0537, - "step": 4130 - }, - { - "epoch": 9.66, - "learning_rate": 1.8172377985462099e-06, - "loss": 0.014, - "step": 4140 - }, - { - "epoch": 9.68, - "learning_rate": 1.687435098650052e-06, - "loss": 0.0342, - "step": 4150 - }, - { - "epoch": 9.71, - "learning_rate": 1.5576323987538942e-06, - "loss": 0.001, - "step": 4160 - }, - { - "epoch": 9.73, - "learning_rate": 1.4278296988577363e-06, - "loss": 0.0394, - "step": 4170 - }, - { - "epoch": 9.75, - "learning_rate": 1.2980269989615785e-06, - "loss": 0.0157, - "step": 4180 - }, - { - "epoch": 9.78, - "learning_rate": 1.1682242990654206e-06, - "loss": 0.0451, - "step": 4190 - }, - { - "epoch": 9.8, - "learning_rate": 1.0384215991692628e-06, - "loss": 0.0807, - "step": 4200 - }, - { - "epoch": 9.82, - "learning_rate": 9.086188992731049e-07, - "loss": 0.1119, - "step": 4210 - }, - { - "epoch": 9.85, - "learning_rate": 7.788161993769471e-07, - "loss": 0.029, - "step": 4220 - }, - { - "epoch": 9.87, - "learning_rate": 6.490134994807892e-07, - "loss": 0.0812, - "step": 4230 - }, - { - "epoch": 9.89, - "learning_rate": 5.192107995846314e-07, - "loss": 0.1648, - "step": 4240 - }, - { - "epoch": 9.92, - "learning_rate": 3.8940809968847354e-07, - "loss": 0.054, - "step": 4250 - }, - { - "epoch": 9.94, - "learning_rate": 2.596053997923157e-07, - "loss": 0.0953, - "step": 4260 - }, - { - "epoch": 9.96, - "learning_rate": 1.2980269989615785e-07, - "loss": 0.0724, - "step": 4270 - }, - { - "epoch": 9.99, - "learning_rate": 0.0, - "loss": 0.0315, - "step": 4280 - }, - { - "epoch": 9.99, - "eval_accuracy": 0.9906945074897866, - "eval_loss": 0.04262673109769821, - "eval_runtime": 279.4653, - "eval_samples_per_second": 15.766, - "eval_steps_per_second": 2.63, - "step": 4280 - }, - { - "epoch": 9.99, - "step": 4280, - "total_flos": 2.552597644040995e+18, - "train_loss": 0.12827744820725312, - "train_runtime": 15501.4351, - "train_samples_per_second": 6.632, - "train_steps_per_second": 0.276 - } - ], - "logging_steps": 10, - "max_steps": 4280, - "num_train_epochs": 10, - "save_steps": 500, - "total_flos": 2.552597644040995e+18, - "trial_name": null, - "trial_params": null -} +{ + "best_metric": 0.9918293236495688, + "best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-eurosat\\checkpoint-3428", + "epoch": 9.988331388564761, + "eval_steps": 500, + "global_step": 4280, + "is_hyper_param_search": false, + "is_local_process_zero": true, + "is_world_process_zero": true, + "log_history": [ + { + "epoch": 0.02, + "learning_rate": 1.1682242990654206e-06, + "loss": 0.1233, + "step": 10 + }, + { + "epoch": 0.05, + "learning_rate": 2.3364485981308413e-06, + "loss": 0.1409, + "step": 20 + }, + { + "epoch": 0.07, + "learning_rate": 3.5046728971962617e-06, + "loss": 0.1085, + "step": 30 + }, + { + "epoch": 0.09, + "learning_rate": 4.6728971962616825e-06, + "loss": 0.1851, + "step": 40 + }, + { + "epoch": 0.12, + "learning_rate": 5.841121495327103e-06, + "loss": 0.0843, + "step": 50 + }, + { + "epoch": 0.14, + "learning_rate": 7.009345794392523e-06, + "loss": 0.1936, + "step": 60 + }, + { + "epoch": 0.16, + "learning_rate": 8.177570093457943e-06, + "loss": 0.2033, + "step": 70 + }, + { + "epoch": 0.19, + "learning_rate": 9.345794392523365e-06, + "loss": 0.1218, + "step": 80 + }, + { + "epoch": 0.21, + "learning_rate": 1.0514018691588785e-05, + "loss": 0.2019, + "step": 90 + }, + { + "epoch": 0.23, + "learning_rate": 1.1682242990654207e-05, + "loss": 0.1738, + "step": 100 + }, + { + "epoch": 0.26, + "learning_rate": 1.2850467289719625e-05, + "loss": 0.0796, + "step": 110 + }, + { + "epoch": 0.28, + "learning_rate": 1.4018691588785047e-05, + "loss": 0.072, + "step": 120 + }, + { + "epoch": 0.3, + "learning_rate": 1.5186915887850467e-05, + "loss": 0.167, + "step": 130 + }, + { + "epoch": 0.33, + "learning_rate": 1.6355140186915887e-05, + "loss": 0.1465, + "step": 140 + }, + { + "epoch": 0.35, + "learning_rate": 1.752336448598131e-05, + "loss": 0.0922, + "step": 150 + }, + { + "epoch": 0.37, + "learning_rate": 1.869158878504673e-05, + "loss": 0.1146, + "step": 160 + }, + { + "epoch": 0.4, + "learning_rate": 1.985981308411215e-05, + "loss": 0.099, + "step": 170 + }, + { + "epoch": 0.42, + "learning_rate": 2.102803738317757e-05, + "loss": 0.0943, + "step": 180 + }, + { + "epoch": 0.44, + "learning_rate": 2.2196261682242992e-05, + "loss": 0.1045, + "step": 190 + }, + { + "epoch": 0.47, + "learning_rate": 2.3364485981308414e-05, + "loss": 0.1733, + "step": 200 + }, + { + "epoch": 0.49, + "learning_rate": 2.4532710280373832e-05, + "loss": 0.0712, + "step": 210 + }, + { + "epoch": 0.51, + "learning_rate": 2.570093457943925e-05, + "loss": 0.0344, + "step": 220 + }, + { + "epoch": 0.54, + "learning_rate": 2.6869158878504675e-05, + "loss": 0.0413, + "step": 230 + }, + { + "epoch": 0.56, + "learning_rate": 2.8037383177570094e-05, + "loss": 0.0555, + "step": 240 + }, + { + "epoch": 0.58, + "learning_rate": 2.9205607476635515e-05, + "loss": 0.0897, + "step": 250 + }, + { + "epoch": 0.61, + "learning_rate": 3.0373831775700934e-05, + "loss": 0.0867, + "step": 260 + }, + { + "epoch": 0.63, + "learning_rate": 3.1542056074766355e-05, + "loss": 0.0228, + "step": 270 + }, + { + "epoch": 0.65, + "learning_rate": 3.2710280373831774e-05, + "loss": 0.0299, + "step": 280 + }, + { + "epoch": 0.68, + "learning_rate": 3.38785046728972e-05, + "loss": 0.0955, + "step": 290 + }, + { + "epoch": 0.7, + "learning_rate": 3.504672897196262e-05, + "loss": 0.1222, + "step": 300 + }, + { + "epoch": 0.72, + "learning_rate": 3.621495327102804e-05, + "loss": 0.0528, + "step": 310 + }, + { + "epoch": 0.75, + "learning_rate": 3.738317757009346e-05, + "loss": 0.1051, + "step": 320 + }, + { + "epoch": 0.77, + "learning_rate": 3.855140186915888e-05, + "loss": 0.0238, + "step": 330 + }, + { + "epoch": 0.79, + "learning_rate": 3.97196261682243e-05, + "loss": 0.027, + "step": 340 + }, + { + "epoch": 0.82, + "learning_rate": 4.088785046728972e-05, + "loss": 0.1789, + "step": 350 + }, + { + "epoch": 0.84, + "learning_rate": 4.205607476635514e-05, + "loss": 0.1676, + "step": 360 + }, + { + "epoch": 0.86, + "learning_rate": 4.3224299065420565e-05, + "loss": 0.0539, + "step": 370 + }, + { + "epoch": 0.89, + "learning_rate": 4.4392523364485984e-05, + "loss": 0.0618, + "step": 380 + }, + { + "epoch": 0.91, + "learning_rate": 4.556074766355141e-05, + "loss": 0.0228, + "step": 390 + }, + { + "epoch": 0.93, + "learning_rate": 4.672897196261683e-05, + "loss": 0.1006, + "step": 400 + }, + { + "epoch": 0.96, + "learning_rate": 4.7897196261682245e-05, + "loss": 0.0511, + "step": 410 + }, + { + "epoch": 0.98, + "learning_rate": 4.9065420560747664e-05, + "loss": 0.0765, + "step": 420 + }, + { + "epoch": 1.0, + "eval_accuracy": 0.9773036768043577, + "eval_loss": 0.11013483256101608, + "eval_runtime": 392.9035, + "eval_samples_per_second": 11.214, + "eval_steps_per_second": 1.871, + "step": 428 + }, + { + "epoch": 1.0, + "learning_rate": 4.9974039460020774e-05, + "loss": 0.0892, + "step": 430 + }, + { + "epoch": 1.03, + "learning_rate": 4.9844236760124614e-05, + "loss": 0.0984, + "step": 440 + }, + { + "epoch": 1.05, + "learning_rate": 4.971443406022845e-05, + "loss": 0.1396, + "step": 450 + }, + { + "epoch": 1.07, + "learning_rate": 4.958463136033229e-05, + "loss": 0.1533, + "step": 460 + }, + { + "epoch": 1.1, + "learning_rate": 4.9454828660436145e-05, + "loss": 0.1496, + "step": 470 + }, + { + "epoch": 1.12, + "learning_rate": 4.9325025960539985e-05, + "loss": 0.2945, + "step": 480 + }, + { + "epoch": 1.14, + "learning_rate": 4.9195223260643824e-05, + "loss": 0.1244, + "step": 490 + }, + { + "epoch": 1.17, + "learning_rate": 4.9065420560747664e-05, + "loss": 0.2377, + "step": 500 + }, + { + "epoch": 1.19, + "learning_rate": 4.893561786085151e-05, + "loss": 0.2172, + "step": 510 + }, + { + "epoch": 1.21, + "learning_rate": 4.880581516095535e-05, + "loss": 0.1937, + "step": 520 + }, + { + "epoch": 1.24, + "learning_rate": 4.8676012461059195e-05, + "loss": 0.1183, + "step": 530 + }, + { + "epoch": 1.26, + "learning_rate": 4.8546209761163035e-05, + "loss": 0.1339, + "step": 540 + }, + { + "epoch": 1.28, + "learning_rate": 4.8416407061266874e-05, + "loss": 0.1859, + "step": 550 + }, + { + "epoch": 1.31, + "learning_rate": 4.828660436137072e-05, + "loss": 0.0697, + "step": 560 + }, + { + "epoch": 1.33, + "learning_rate": 4.815680166147456e-05, + "loss": 0.1691, + "step": 570 + }, + { + "epoch": 1.35, + "learning_rate": 4.80269989615784e-05, + "loss": 0.3344, + "step": 580 + }, + { + "epoch": 1.38, + "learning_rate": 4.7897196261682245e-05, + "loss": 0.169, + "step": 590 + }, + { + "epoch": 1.4, + "learning_rate": 4.776739356178609e-05, + "loss": 0.1024, + "step": 600 + }, + { + "epoch": 1.42, + "learning_rate": 4.763759086188993e-05, + "loss": 0.2665, + "step": 610 + }, + { + "epoch": 1.45, + "learning_rate": 4.750778816199377e-05, + "loss": 0.1175, + "step": 620 + }, + { + "epoch": 1.47, + "learning_rate": 4.737798546209761e-05, + "loss": 0.1271, + "step": 630 + }, + { + "epoch": 1.49, + "learning_rate": 4.7248182762201456e-05, + "loss": 0.1421, + "step": 640 + }, + { + "epoch": 1.52, + "learning_rate": 4.71183800623053e-05, + "loss": 0.165, + "step": 650 + }, + { + "epoch": 1.54, + "learning_rate": 4.698857736240914e-05, + "loss": 0.2327, + "step": 660 + }, + { + "epoch": 1.56, + "learning_rate": 4.685877466251298e-05, + "loss": 0.1064, + "step": 670 + }, + { + "epoch": 1.59, + "learning_rate": 4.672897196261683e-05, + "loss": 0.0849, + "step": 680 + }, + { + "epoch": 1.61, + "learning_rate": 4.6599169262720666e-05, + "loss": 0.1302, + "step": 690 + }, + { + "epoch": 1.63, + "learning_rate": 4.6469366562824506e-05, + "loss": 0.091, + "step": 700 + }, + { + "epoch": 1.66, + "learning_rate": 4.633956386292835e-05, + "loss": 0.0988, + "step": 710 + }, + { + "epoch": 1.68, + "learning_rate": 4.620976116303219e-05, + "loss": 0.1034, + "step": 720 + }, + { + "epoch": 1.7, + "learning_rate": 4.607995846313604e-05, + "loss": 0.2778, + "step": 730 + }, + { + "epoch": 1.73, + "learning_rate": 4.595015576323988e-05, + "loss": 0.1861, + "step": 740 + }, + { + "epoch": 1.75, + "learning_rate": 4.5820353063343716e-05, + "loss": 0.1253, + "step": 750 + }, + { + "epoch": 1.77, + "learning_rate": 4.569055036344756e-05, + "loss": 0.1729, + "step": 760 + }, + { + "epoch": 1.8, + "learning_rate": 4.556074766355141e-05, + "loss": 0.2417, + "step": 770 + }, + { + "epoch": 1.82, + "learning_rate": 4.543094496365525e-05, + "loss": 0.0998, + "step": 780 + }, + { + "epoch": 1.84, + "learning_rate": 4.530114226375909e-05, + "loss": 0.1067, + "step": 790 + }, + { + "epoch": 1.87, + "learning_rate": 4.517133956386293e-05, + "loss": 0.0742, + "step": 800 + }, + { + "epoch": 1.89, + "learning_rate": 4.504153686396677e-05, + "loss": 0.1658, + "step": 810 + }, + { + "epoch": 1.91, + "learning_rate": 4.491173416407061e-05, + "loss": 0.0984, + "step": 820 + }, + { + "epoch": 1.94, + "learning_rate": 4.478193146417446e-05, + "loss": 0.1219, + "step": 830 + }, + { + "epoch": 1.96, + "learning_rate": 4.46521287642783e-05, + "loss": 0.0771, + "step": 840 + }, + { + "epoch": 1.98, + "learning_rate": 4.4522326064382144e-05, + "loss": 0.1014, + "step": 850 + }, + { + "epoch": 2.0, + "eval_accuracy": 0.9825238311393554, + "eval_loss": 0.06920906156301498, + "eval_runtime": 261.1543, + "eval_samples_per_second": 16.871, + "eval_steps_per_second": 2.814, + "step": 857 + }, + { + "epoch": 2.01, + "learning_rate": 4.4392523364485984e-05, + "loss": 0.1961, + "step": 860 + }, + { + "epoch": 2.03, + "learning_rate": 4.426272066458982e-05, + "loss": 0.0966, + "step": 870 + }, + { + "epoch": 2.05, + "learning_rate": 4.413291796469366e-05, + "loss": 0.1267, + "step": 880 + }, + { + "epoch": 2.08, + "learning_rate": 4.400311526479751e-05, + "loss": 0.0499, + "step": 890 + }, + { + "epoch": 2.1, + "learning_rate": 4.3873312564901355e-05, + "loss": 0.0841, + "step": 900 + }, + { + "epoch": 2.12, + "learning_rate": 4.3743509865005194e-05, + "loss": 0.1192, + "step": 910 + }, + { + "epoch": 2.15, + "learning_rate": 4.3613707165109034e-05, + "loss": 0.0639, + "step": 920 + }, + { + "epoch": 2.17, + "learning_rate": 4.348390446521288e-05, + "loss": 0.1042, + "step": 930 + }, + { + "epoch": 2.19, + "learning_rate": 4.335410176531672e-05, + "loss": 0.0612, + "step": 940 + }, + { + "epoch": 2.22, + "learning_rate": 4.3224299065420565e-05, + "loss": 0.1319, + "step": 950 + }, + { + "epoch": 2.24, + "learning_rate": 4.3094496365524405e-05, + "loss": 0.077, + "step": 960 + }, + { + "epoch": 2.26, + "learning_rate": 4.2964693665628244e-05, + "loss": 0.2134, + "step": 970 + }, + { + "epoch": 2.29, + "learning_rate": 4.283489096573209e-05, + "loss": 0.1452, + "step": 980 + }, + { + "epoch": 2.31, + "learning_rate": 4.270508826583593e-05, + "loss": 0.1919, + "step": 990 + }, + { + "epoch": 2.33, + "learning_rate": 4.257528556593977e-05, + "loss": 0.1121, + "step": 1000 + }, + { + "epoch": 2.36, + "learning_rate": 4.2445482866043615e-05, + "loss": 0.1547, + "step": 1010 + }, + { + "epoch": 2.38, + "learning_rate": 4.231568016614746e-05, + "loss": 0.1347, + "step": 1020 + }, + { + "epoch": 2.4, + "learning_rate": 4.21858774662513e-05, + "loss": 0.1598, + "step": 1030 + }, + { + "epoch": 2.43, + "learning_rate": 4.205607476635514e-05, + "loss": 0.1122, + "step": 1040 + }, + { + "epoch": 2.45, + "learning_rate": 4.192627206645898e-05, + "loss": 0.1312, + "step": 1050 + }, + { + "epoch": 2.47, + "learning_rate": 4.1796469366562826e-05, + "loss": 0.0814, + "step": 1060 + }, + { + "epoch": 2.5, + "learning_rate": 4.166666666666667e-05, + "loss": 0.0596, + "step": 1070 + }, + { + "epoch": 2.52, + "learning_rate": 4.153686396677051e-05, + "loss": 0.0764, + "step": 1080 + }, + { + "epoch": 2.54, + "learning_rate": 4.140706126687435e-05, + "loss": 0.1605, + "step": 1090 + }, + { + "epoch": 2.57, + "learning_rate": 4.12772585669782e-05, + "loss": 0.1239, + "step": 1100 + }, + { + "epoch": 2.59, + "learning_rate": 4.1147455867082036e-05, + "loss": 0.0592, + "step": 1110 + }, + { + "epoch": 2.61, + "learning_rate": 4.101765316718588e-05, + "loss": 0.2212, + "step": 1120 + }, + { + "epoch": 2.64, + "learning_rate": 4.088785046728972e-05, + "loss": 0.0901, + "step": 1130 + }, + { + "epoch": 2.66, + "learning_rate": 4.075804776739356e-05, + "loss": 0.1151, + "step": 1140 + }, + { + "epoch": 2.68, + "learning_rate": 4.062824506749741e-05, + "loss": 0.076, + "step": 1150 + }, + { + "epoch": 2.71, + "learning_rate": 4.049844236760125e-05, + "loss": 0.1206, + "step": 1160 + }, + { + "epoch": 2.73, + "learning_rate": 4.0368639667705086e-05, + "loss": 0.1452, + "step": 1170 + }, + { + "epoch": 2.75, + "learning_rate": 4.023883696780893e-05, + "loss": 0.1499, + "step": 1180 + }, + { + "epoch": 2.78, + "learning_rate": 4.010903426791278e-05, + "loss": 0.0686, + "step": 1190 + }, + { + "epoch": 2.8, + "learning_rate": 3.997923156801662e-05, + "loss": 0.1197, + "step": 1200 + }, + { + "epoch": 2.82, + "learning_rate": 3.984942886812046e-05, + "loss": 0.1705, + "step": 1210 + }, + { + "epoch": 2.85, + "learning_rate": 3.97196261682243e-05, + "loss": 0.1328, + "step": 1220 + }, + { + "epoch": 2.87, + "learning_rate": 3.958982346832814e-05, + "loss": 0.0919, + "step": 1230 + }, + { + "epoch": 2.89, + "learning_rate": 3.946002076843199e-05, + "loss": 0.0554, + "step": 1240 + }, + { + "epoch": 2.92, + "learning_rate": 3.933021806853583e-05, + "loss": 0.0425, + "step": 1250 + }, + { + "epoch": 2.94, + "learning_rate": 3.920041536863967e-05, + "loss": 0.0751, + "step": 1260 + }, + { + "epoch": 2.96, + "learning_rate": 3.9070612668743514e-05, + "loss": 0.1737, + "step": 1270 + }, + { + "epoch": 2.99, + "learning_rate": 3.8940809968847354e-05, + "loss": 0.0425, + "step": 1280 + }, + { + "epoch": 3.0, + "eval_accuracy": 0.9813890149795733, + "eval_loss": 0.07660907506942749, + "eval_runtime": 282.9189, + "eval_samples_per_second": 15.573, + "eval_steps_per_second": 2.598, + "step": 1285 + }, + { + "epoch": 3.01, + "learning_rate": 3.881100726895119e-05, + "loss": 0.2164, + "step": 1290 + }, + { + "epoch": 3.03, + "learning_rate": 3.868120456905504e-05, + "loss": 0.1103, + "step": 1300 + }, + { + "epoch": 3.06, + "learning_rate": 3.855140186915888e-05, + "loss": 0.1125, + "step": 1310 + }, + { + "epoch": 3.08, + "learning_rate": 3.8421599169262725e-05, + "loss": 0.1068, + "step": 1320 + }, + { + "epoch": 3.1, + "learning_rate": 3.8291796469366564e-05, + "loss": 0.1056, + "step": 1330 + }, + { + "epoch": 3.13, + "learning_rate": 3.8161993769470404e-05, + "loss": 0.1497, + "step": 1340 + }, + { + "epoch": 3.15, + "learning_rate": 3.803219106957425e-05, + "loss": 0.0829, + "step": 1350 + }, + { + "epoch": 3.17, + "learning_rate": 3.7902388369678096e-05, + "loss": 0.1006, + "step": 1360 + }, + { + "epoch": 3.2, + "learning_rate": 3.7772585669781935e-05, + "loss": 0.1013, + "step": 1370 + }, + { + "epoch": 3.22, + "learning_rate": 3.7642782969885775e-05, + "loss": 0.0448, + "step": 1380 + }, + { + "epoch": 3.24, + "learning_rate": 3.7512980269989614e-05, + "loss": 0.1184, + "step": 1390 + }, + { + "epoch": 3.27, + "learning_rate": 3.738317757009346e-05, + "loss": 0.0498, + "step": 1400 + }, + { + "epoch": 3.29, + "learning_rate": 3.72533748701973e-05, + "loss": 0.0694, + "step": 1410 + }, + { + "epoch": 3.31, + "learning_rate": 3.7123572170301146e-05, + "loss": 0.1008, + "step": 1420 + }, + { + "epoch": 3.34, + "learning_rate": 3.6993769470404985e-05, + "loss": 0.1204, + "step": 1430 + }, + { + "epoch": 3.36, + "learning_rate": 3.686396677050883e-05, + "loss": 0.0562, + "step": 1440 + }, + { + "epoch": 3.38, + "learning_rate": 3.673416407061267e-05, + "loss": 0.0419, + "step": 1450 + }, + { + "epoch": 3.41, + "learning_rate": 3.660436137071651e-05, + "loss": 0.1405, + "step": 1460 + }, + { + "epoch": 3.43, + "learning_rate": 3.647455867082035e-05, + "loss": 0.1039, + "step": 1470 + }, + { + "epoch": 3.45, + "learning_rate": 3.6344755970924196e-05, + "loss": 0.1325, + "step": 1480 + }, + { + "epoch": 3.48, + "learning_rate": 3.621495327102804e-05, + "loss": 0.0748, + "step": 1490 + }, + { + "epoch": 3.5, + "learning_rate": 3.608515057113188e-05, + "loss": 0.0853, + "step": 1500 + }, + { + "epoch": 3.52, + "learning_rate": 3.595534787123572e-05, + "loss": 0.1364, + "step": 1510 + }, + { + "epoch": 3.55, + "learning_rate": 3.582554517133957e-05, + "loss": 0.1138, + "step": 1520 + }, + { + "epoch": 3.57, + "learning_rate": 3.5695742471443406e-05, + "loss": 0.0747, + "step": 1530 + }, + { + "epoch": 3.59, + "learning_rate": 3.556593977154725e-05, + "loss": 0.1053, + "step": 1540 + }, + { + "epoch": 3.62, + "learning_rate": 3.543613707165109e-05, + "loss": 0.0531, + "step": 1550 + }, + { + "epoch": 3.64, + "learning_rate": 3.530633437175493e-05, + "loss": 0.0956, + "step": 1560 + }, + { + "epoch": 3.66, + "learning_rate": 3.517653167185878e-05, + "loss": 0.166, + "step": 1570 + }, + { + "epoch": 3.69, + "learning_rate": 3.504672897196262e-05, + "loss": 0.1193, + "step": 1580 + }, + { + "epoch": 3.71, + "learning_rate": 3.4916926272066456e-05, + "loss": 0.1299, + "step": 1590 + }, + { + "epoch": 3.73, + "learning_rate": 3.47871235721703e-05, + "loss": 0.0678, + "step": 1600 + }, + { + "epoch": 3.76, + "learning_rate": 3.465732087227415e-05, + "loss": 0.1396, + "step": 1610 + }, + { + "epoch": 3.78, + "learning_rate": 3.452751817237799e-05, + "loss": 0.035, + "step": 1620 + }, + { + "epoch": 3.8, + "learning_rate": 3.439771547248183e-05, + "loss": 0.0584, + "step": 1630 + }, + { + "epoch": 3.83, + "learning_rate": 3.426791277258567e-05, + "loss": 0.1252, + "step": 1640 + }, + { + "epoch": 3.85, + "learning_rate": 3.413811007268951e-05, + "loss": 0.0645, + "step": 1650 + }, + { + "epoch": 3.87, + "learning_rate": 3.400830737279336e-05, + "loss": 0.0999, + "step": 1660 + }, + { + "epoch": 3.9, + "learning_rate": 3.38785046728972e-05, + "loss": 0.0915, + "step": 1670 + }, + { + "epoch": 3.92, + "learning_rate": 3.374870197300104e-05, + "loss": 0.0922, + "step": 1680 + }, + { + "epoch": 3.94, + "learning_rate": 3.3618899273104884e-05, + "loss": 0.122, + "step": 1690 + }, + { + "epoch": 3.97, + "learning_rate": 3.3489096573208724e-05, + "loss": 0.1602, + "step": 1700 + }, + { + "epoch": 3.99, + "learning_rate": 3.335929387331256e-05, + "loss": 0.1229, + "step": 1710 + }, + { + "epoch": 4.0, + "eval_accuracy": 0.9872900590104403, + "eval_loss": 0.0515071265399456, + "eval_runtime": 314.2248, + "eval_samples_per_second": 14.022, + "eval_steps_per_second": 2.339, + "step": 1714 + }, + { + "epoch": 4.01, + "learning_rate": 3.322949117341641e-05, + "loss": 0.0587, + "step": 1720 + }, + { + "epoch": 4.04, + "learning_rate": 3.309968847352025e-05, + "loss": 0.0739, + "step": 1730 + }, + { + "epoch": 4.06, + "learning_rate": 3.2969885773624095e-05, + "loss": 0.0994, + "step": 1740 + }, + { + "epoch": 4.08, + "learning_rate": 3.2840083073727934e-05, + "loss": 0.0877, + "step": 1750 + }, + { + "epoch": 4.11, + "learning_rate": 3.2710280373831774e-05, + "loss": 0.0859, + "step": 1760 + }, + { + "epoch": 4.13, + "learning_rate": 3.258047767393562e-05, + "loss": 0.0813, + "step": 1770 + }, + { + "epoch": 4.15, + "learning_rate": 3.2450674974039466e-05, + "loss": 0.1231, + "step": 1780 + }, + { + "epoch": 4.18, + "learning_rate": 3.2320872274143305e-05, + "loss": 0.0774, + "step": 1790 + }, + { + "epoch": 4.2, + "learning_rate": 3.2191069574247145e-05, + "loss": 0.1181, + "step": 1800 + }, + { + "epoch": 4.22, + "learning_rate": 3.2061266874350984e-05, + "loss": 0.0231, + "step": 1810 + }, + { + "epoch": 4.25, + "learning_rate": 3.193146417445483e-05, + "loss": 0.0641, + "step": 1820 + }, + { + "epoch": 4.27, + "learning_rate": 3.1801661474558676e-05, + "loss": 0.1327, + "step": 1830 + }, + { + "epoch": 4.29, + "learning_rate": 3.1671858774662516e-05, + "loss": 0.0296, + "step": 1840 + }, + { + "epoch": 4.32, + "learning_rate": 3.1542056074766355e-05, + "loss": 0.1249, + "step": 1850 + }, + { + "epoch": 4.34, + "learning_rate": 3.14122533748702e-05, + "loss": 0.1184, + "step": 1860 + }, + { + "epoch": 4.36, + "learning_rate": 3.128245067497404e-05, + "loss": 0.0827, + "step": 1870 + }, + { + "epoch": 4.39, + "learning_rate": 3.115264797507788e-05, + "loss": 0.0275, + "step": 1880 + }, + { + "epoch": 4.41, + "learning_rate": 3.1022845275181726e-05, + "loss": 0.149, + "step": 1890 + }, + { + "epoch": 4.43, + "learning_rate": 3.0893042575285566e-05, + "loss": 0.1072, + "step": 1900 + }, + { + "epoch": 4.46, + "learning_rate": 3.076323987538941e-05, + "loss": 0.0576, + "step": 1910 + }, + { + "epoch": 4.48, + "learning_rate": 3.063343717549325e-05, + "loss": 0.1569, + "step": 1920 + }, + { + "epoch": 4.5, + "learning_rate": 3.0503634475597094e-05, + "loss": 0.0939, + "step": 1930 + }, + { + "epoch": 4.53, + "learning_rate": 3.0373831775700934e-05, + "loss": 0.1736, + "step": 1940 + }, + { + "epoch": 4.55, + "learning_rate": 3.024402907580478e-05, + "loss": 0.0525, + "step": 1950 + }, + { + "epoch": 4.57, + "learning_rate": 3.0114226375908622e-05, + "loss": 0.0718, + "step": 1960 + }, + { + "epoch": 4.6, + "learning_rate": 2.9984423676012462e-05, + "loss": 0.0781, + "step": 1970 + }, + { + "epoch": 4.62, + "learning_rate": 2.9854620976116305e-05, + "loss": 0.0699, + "step": 1980 + }, + { + "epoch": 4.64, + "learning_rate": 2.9724818276220144e-05, + "loss": 0.1131, + "step": 1990 + }, + { + "epoch": 4.67, + "learning_rate": 2.9595015576323987e-05, + "loss": 0.0737, + "step": 2000 + }, + { + "epoch": 4.69, + "learning_rate": 2.9465212876427833e-05, + "loss": 0.1204, + "step": 2010 + }, + { + "epoch": 4.71, + "learning_rate": 2.9335410176531676e-05, + "loss": 0.0636, + "step": 2020 + }, + { + "epoch": 4.74, + "learning_rate": 2.9205607476635515e-05, + "loss": 0.058, + "step": 2030 + }, + { + "epoch": 4.76, + "learning_rate": 2.9075804776739358e-05, + "loss": 0.0497, + "step": 2040 + }, + { + "epoch": 4.78, + "learning_rate": 2.8946002076843197e-05, + "loss": 0.1449, + "step": 2050 + }, + { + "epoch": 4.81, + "learning_rate": 2.881619937694704e-05, + "loss": 0.0601, + "step": 2060 + }, + { + "epoch": 4.83, + "learning_rate": 2.8686396677050886e-05, + "loss": 0.1041, + "step": 2070 + }, + { + "epoch": 4.85, + "learning_rate": 2.855659397715473e-05, + "loss": 0.1027, + "step": 2080 + }, + { + "epoch": 4.88, + "learning_rate": 2.842679127725857e-05, + "loss": 0.0834, + "step": 2090 + }, + { + "epoch": 4.9, + "learning_rate": 2.829698857736241e-05, + "loss": 0.0744, + "step": 2100 + }, + { + "epoch": 4.92, + "learning_rate": 2.816718587746625e-05, + "loss": 0.0192, + "step": 2110 + }, + { + "epoch": 4.95, + "learning_rate": 2.8037383177570094e-05, + "loss": 0.0566, + "step": 2120 + }, + { + "epoch": 4.97, + "learning_rate": 2.790758047767394e-05, + "loss": 0.1073, + "step": 2130 + }, + { + "epoch": 4.99, + "learning_rate": 2.777777777777778e-05, + "loss": 0.074, + "step": 2140 + }, + { + "epoch": 5.0, + "eval_accuracy": 0.9891057648660917, + "eval_loss": 0.04968353733420372, + "eval_runtime": 408.1815, + "eval_samples_per_second": 10.794, + "eval_steps_per_second": 1.801, + "step": 2142 + }, + { + "epoch": 5.02, + "learning_rate": 2.7647975077881622e-05, + "loss": 0.1103, + "step": 2150 + }, + { + "epoch": 5.04, + "learning_rate": 2.751817237798546e-05, + "loss": 0.0873, + "step": 2160 + }, + { + "epoch": 5.06, + "learning_rate": 2.7388369678089304e-05, + "loss": 0.0941, + "step": 2170 + }, + { + "epoch": 5.09, + "learning_rate": 2.7258566978193147e-05, + "loss": 0.0281, + "step": 2180 + }, + { + "epoch": 5.11, + "learning_rate": 2.7128764278296993e-05, + "loss": 0.0588, + "step": 2190 + }, + { + "epoch": 5.13, + "learning_rate": 2.6998961578400832e-05, + "loss": 0.071, + "step": 2200 + }, + { + "epoch": 5.16, + "learning_rate": 2.6869158878504675e-05, + "loss": 0.0778, + "step": 2210 + }, + { + "epoch": 5.18, + "learning_rate": 2.6739356178608515e-05, + "loss": 0.0789, + "step": 2220 + }, + { + "epoch": 5.2, + "learning_rate": 2.6609553478712357e-05, + "loss": 0.0311, + "step": 2230 + }, + { + "epoch": 5.23, + "learning_rate": 2.6479750778816197e-05, + "loss": 0.113, + "step": 2240 + }, + { + "epoch": 5.25, + "learning_rate": 2.6349948078920046e-05, + "loss": 0.0819, + "step": 2250 + }, + { + "epoch": 5.27, + "learning_rate": 2.6220145379023886e-05, + "loss": 0.0734, + "step": 2260 + }, + { + "epoch": 5.3, + "learning_rate": 2.609034267912773e-05, + "loss": 0.0557, + "step": 2270 + }, + { + "epoch": 5.32, + "learning_rate": 2.5960539979231568e-05, + "loss": 0.0982, + "step": 2280 + }, + { + "epoch": 5.34, + "learning_rate": 2.583073727933541e-05, + "loss": 0.0671, + "step": 2290 + }, + { + "epoch": 5.37, + "learning_rate": 2.570093457943925e-05, + "loss": 0.1331, + "step": 2300 + }, + { + "epoch": 5.39, + "learning_rate": 2.5571131879543096e-05, + "loss": 0.0783, + "step": 2310 + }, + { + "epoch": 5.41, + "learning_rate": 2.544132917964694e-05, + "loss": 0.0404, + "step": 2320 + }, + { + "epoch": 5.44, + "learning_rate": 2.531152647975078e-05, + "loss": 0.0957, + "step": 2330 + }, + { + "epoch": 5.46, + "learning_rate": 2.518172377985462e-05, + "loss": 0.0711, + "step": 2340 + }, + { + "epoch": 5.48, + "learning_rate": 2.5051921079958464e-05, + "loss": 0.0977, + "step": 2350 + }, + { + "epoch": 5.51, + "learning_rate": 2.4922118380062307e-05, + "loss": 0.045, + "step": 2360 + }, + { + "epoch": 5.53, + "learning_rate": 2.4792315680166146e-05, + "loss": 0.0734, + "step": 2370 + }, + { + "epoch": 5.55, + "learning_rate": 2.4662512980269992e-05, + "loss": 0.0506, + "step": 2380 + }, + { + "epoch": 5.58, + "learning_rate": 2.4532710280373832e-05, + "loss": 0.0977, + "step": 2390 + }, + { + "epoch": 5.6, + "learning_rate": 2.4402907580477675e-05, + "loss": 0.05, + "step": 2400 + }, + { + "epoch": 5.62, + "learning_rate": 2.4273104880581517e-05, + "loss": 0.1653, + "step": 2410 + }, + { + "epoch": 5.65, + "learning_rate": 2.414330218068536e-05, + "loss": 0.0688, + "step": 2420 + }, + { + "epoch": 5.67, + "learning_rate": 2.40134994807892e-05, + "loss": 0.0867, + "step": 2430 + }, + { + "epoch": 5.69, + "learning_rate": 2.3883696780893046e-05, + "loss": 0.0591, + "step": 2440 + }, + { + "epoch": 5.72, + "learning_rate": 2.3753894080996885e-05, + "loss": 0.1166, + "step": 2450 + }, + { + "epoch": 5.74, + "learning_rate": 2.3624091381100728e-05, + "loss": 0.0306, + "step": 2460 + }, + { + "epoch": 5.76, + "learning_rate": 2.349428868120457e-05, + "loss": 0.1629, + "step": 2470 + }, + { + "epoch": 5.79, + "learning_rate": 2.3364485981308414e-05, + "loss": 0.064, + "step": 2480 + }, + { + "epoch": 5.81, + "learning_rate": 2.3234683281412253e-05, + "loss": 0.0581, + "step": 2490 + }, + { + "epoch": 5.83, + "learning_rate": 2.3104880581516096e-05, + "loss": 0.102, + "step": 2500 + }, + { + "epoch": 5.86, + "learning_rate": 2.297507788161994e-05, + "loss": 0.1491, + "step": 2510 + }, + { + "epoch": 5.88, + "learning_rate": 2.284527518172378e-05, + "loss": 0.0416, + "step": 2520 + }, + { + "epoch": 5.9, + "learning_rate": 2.2715472481827624e-05, + "loss": 0.0276, + "step": 2530 + }, + { + "epoch": 5.93, + "learning_rate": 2.2585669781931463e-05, + "loss": 0.0627, + "step": 2540 + }, + { + "epoch": 5.95, + "learning_rate": 2.2455867082035306e-05, + "loss": 0.0869, + "step": 2550 + }, + { + "epoch": 5.97, + "learning_rate": 2.232606438213915e-05, + "loss": 0.0408, + "step": 2560 + }, + { + "epoch": 6.0, + "learning_rate": 2.2196261682242992e-05, + "loss": 0.0133, + "step": 2570 + }, + { + "epoch": 6.0, + "eval_accuracy": 0.988197911938266, + "eval_loss": 0.053730662912130356, + "eval_runtime": 389.9644, + "eval_samples_per_second": 11.298, + "eval_steps_per_second": 1.885, + "step": 2571 + }, + { + "epoch": 6.02, + "learning_rate": 2.206645898234683e-05, + "loss": 0.2029, + "step": 2580 + }, + { + "epoch": 6.04, + "learning_rate": 2.1936656282450677e-05, + "loss": 0.0382, + "step": 2590 + }, + { + "epoch": 6.07, + "learning_rate": 2.1806853582554517e-05, + "loss": 0.0434, + "step": 2600 + }, + { + "epoch": 6.09, + "learning_rate": 2.167705088265836e-05, + "loss": 0.0436, + "step": 2610 + }, + { + "epoch": 6.11, + "learning_rate": 2.1547248182762202e-05, + "loss": 0.0284, + "step": 2620 + }, + { + "epoch": 6.14, + "learning_rate": 2.1417445482866045e-05, + "loss": 0.0556, + "step": 2630 + }, + { + "epoch": 6.16, + "learning_rate": 2.1287642782969885e-05, + "loss": 0.0995, + "step": 2640 + }, + { + "epoch": 6.18, + "learning_rate": 2.115784008307373e-05, + "loss": 0.0908, + "step": 2650 + }, + { + "epoch": 6.21, + "learning_rate": 2.102803738317757e-05, + "loss": 0.0693, + "step": 2660 + }, + { + "epoch": 6.23, + "learning_rate": 2.0898234683281413e-05, + "loss": 0.0138, + "step": 2670 + }, + { + "epoch": 6.25, + "learning_rate": 2.0768431983385256e-05, + "loss": 0.0134, + "step": 2680 + }, + { + "epoch": 6.28, + "learning_rate": 2.06386292834891e-05, + "loss": 0.0152, + "step": 2690 + }, + { + "epoch": 6.3, + "learning_rate": 2.050882658359294e-05, + "loss": 0.11, + "step": 2700 + }, + { + "epoch": 6.32, + "learning_rate": 2.037902388369678e-05, + "loss": 0.0621, + "step": 2710 + }, + { + "epoch": 6.35, + "learning_rate": 2.0249221183800623e-05, + "loss": 0.1248, + "step": 2720 + }, + { + "epoch": 6.37, + "learning_rate": 2.0119418483904466e-05, + "loss": 0.0746, + "step": 2730 + }, + { + "epoch": 6.39, + "learning_rate": 1.998961578400831e-05, + "loss": 0.0401, + "step": 2740 + }, + { + "epoch": 6.42, + "learning_rate": 1.985981308411215e-05, + "loss": 0.0364, + "step": 2750 + }, + { + "epoch": 6.44, + "learning_rate": 1.9730010384215995e-05, + "loss": 0.0772, + "step": 2760 + }, + { + "epoch": 6.46, + "learning_rate": 1.9600207684319834e-05, + "loss": 0.0328, + "step": 2770 + }, + { + "epoch": 6.49, + "learning_rate": 1.9470404984423677e-05, + "loss": 0.0694, + "step": 2780 + }, + { + "epoch": 6.51, + "learning_rate": 1.934060228452752e-05, + "loss": 0.048, + "step": 2790 + }, + { + "epoch": 6.53, + "learning_rate": 1.9210799584631362e-05, + "loss": 0.0638, + "step": 2800 + }, + { + "epoch": 6.56, + "learning_rate": 1.9080996884735202e-05, + "loss": 0.0099, + "step": 2810 + }, + { + "epoch": 6.58, + "learning_rate": 1.8951194184839048e-05, + "loss": 0.0255, + "step": 2820 + }, + { + "epoch": 6.6, + "learning_rate": 1.8821391484942887e-05, + "loss": 0.1108, + "step": 2830 + }, + { + "epoch": 6.63, + "learning_rate": 1.869158878504673e-05, + "loss": 0.1095, + "step": 2840 + }, + { + "epoch": 6.65, + "learning_rate": 1.8561786085150573e-05, + "loss": 0.1304, + "step": 2850 + }, + { + "epoch": 6.67, + "learning_rate": 1.8431983385254416e-05, + "loss": 0.0378, + "step": 2860 + }, + { + "epoch": 6.7, + "learning_rate": 1.8302180685358255e-05, + "loss": 0.04, + "step": 2870 + }, + { + "epoch": 6.72, + "learning_rate": 1.8172377985462098e-05, + "loss": 0.0503, + "step": 2880 + }, + { + "epoch": 6.74, + "learning_rate": 1.804257528556594e-05, + "loss": 0.103, + "step": 2890 + }, + { + "epoch": 6.77, + "learning_rate": 1.7912772585669783e-05, + "loss": 0.1043, + "step": 2900 + }, + { + "epoch": 6.79, + "learning_rate": 1.7782969885773626e-05, + "loss": 0.0712, + "step": 2910 + }, + { + "epoch": 6.81, + "learning_rate": 1.7653167185877466e-05, + "loss": 0.0595, + "step": 2920 + }, + { + "epoch": 6.84, + "learning_rate": 1.752336448598131e-05, + "loss": 0.0302, + "step": 2930 + }, + { + "epoch": 6.86, + "learning_rate": 1.739356178608515e-05, + "loss": 0.0642, + "step": 2940 + }, + { + "epoch": 6.88, + "learning_rate": 1.7263759086188994e-05, + "loss": 0.0957, + "step": 2950 + }, + { + "epoch": 6.91, + "learning_rate": 1.7133956386292833e-05, + "loss": 0.0988, + "step": 2960 + }, + { + "epoch": 6.93, + "learning_rate": 1.700415368639668e-05, + "loss": 0.0764, + "step": 2970 + }, + { + "epoch": 6.95, + "learning_rate": 1.687435098650052e-05, + "loss": 0.097, + "step": 2980 + }, + { + "epoch": 6.98, + "learning_rate": 1.6744548286604362e-05, + "loss": 0.0753, + "step": 2990 + }, + { + "epoch": 7.0, + "eval_accuracy": 0.9911484339536994, + "eval_loss": 0.049025967717170715, + "eval_runtime": 402.4957, + "eval_samples_per_second": 10.947, + "eval_steps_per_second": 1.826, + "step": 2999 + }, + { + "epoch": 7.0, + "learning_rate": 1.6614745586708205e-05, + "loss": 0.0981, + "step": 3000 + }, + { + "epoch": 7.02, + "learning_rate": 1.6484942886812047e-05, + "loss": 0.0299, + "step": 3010 + }, + { + "epoch": 7.05, + "learning_rate": 1.6355140186915887e-05, + "loss": 0.031, + "step": 3020 + }, + { + "epoch": 7.07, + "learning_rate": 1.6225337487019733e-05, + "loss": 0.0933, + "step": 3030 + }, + { + "epoch": 7.09, + "learning_rate": 1.6095534787123572e-05, + "loss": 0.0405, + "step": 3040 + }, + { + "epoch": 7.12, + "learning_rate": 1.5965732087227415e-05, + "loss": 0.0784, + "step": 3050 + }, + { + "epoch": 7.14, + "learning_rate": 1.5835929387331258e-05, + "loss": 0.0771, + "step": 3060 + }, + { + "epoch": 7.16, + "learning_rate": 1.57061266874351e-05, + "loss": 0.03, + "step": 3070 + }, + { + "epoch": 7.19, + "learning_rate": 1.557632398753894e-05, + "loss": 0.1243, + "step": 3080 + }, + { + "epoch": 7.21, + "learning_rate": 1.5446521287642783e-05, + "loss": 0.0118, + "step": 3090 + }, + { + "epoch": 7.23, + "learning_rate": 1.5316718587746626e-05, + "loss": 0.0662, + "step": 3100 + }, + { + "epoch": 7.26, + "learning_rate": 1.5186915887850467e-05, + "loss": 0.0657, + "step": 3110 + }, + { + "epoch": 7.28, + "learning_rate": 1.5057113187954311e-05, + "loss": 0.1301, + "step": 3120 + }, + { + "epoch": 7.3, + "learning_rate": 1.4927310488058152e-05, + "loss": 0.0506, + "step": 3130 + }, + { + "epoch": 7.33, + "learning_rate": 1.4797507788161993e-05, + "loss": 0.0587, + "step": 3140 + }, + { + "epoch": 7.35, + "learning_rate": 1.4667705088265838e-05, + "loss": 0.078, + "step": 3150 + }, + { + "epoch": 7.37, + "learning_rate": 1.4537902388369679e-05, + "loss": 0.0459, + "step": 3160 + }, + { + "epoch": 7.4, + "learning_rate": 1.440809968847352e-05, + "loss": 0.045, + "step": 3170 + }, + { + "epoch": 7.42, + "learning_rate": 1.4278296988577365e-05, + "loss": 0.0641, + "step": 3180 + }, + { + "epoch": 7.44, + "learning_rate": 1.4148494288681206e-05, + "loss": 0.068, + "step": 3190 + }, + { + "epoch": 7.47, + "learning_rate": 1.4018691588785047e-05, + "loss": 0.1033, + "step": 3200 + }, + { + "epoch": 7.49, + "learning_rate": 1.388888888888889e-05, + "loss": 0.0339, + "step": 3210 + }, + { + "epoch": 7.51, + "learning_rate": 1.375908618899273e-05, + "loss": 0.0675, + "step": 3220 + }, + { + "epoch": 7.54, + "learning_rate": 1.3629283489096573e-05, + "loss": 0.0228, + "step": 3230 + }, + { + "epoch": 7.56, + "learning_rate": 1.3499480789200416e-05, + "loss": 0.0888, + "step": 3240 + }, + { + "epoch": 7.58, + "learning_rate": 1.3369678089304257e-05, + "loss": 0.0919, + "step": 3250 + }, + { + "epoch": 7.61, + "learning_rate": 1.3239875389408098e-05, + "loss": 0.0292, + "step": 3260 + }, + { + "epoch": 7.63, + "learning_rate": 1.3110072689511943e-05, + "loss": 0.0752, + "step": 3270 + }, + { + "epoch": 7.65, + "learning_rate": 1.2980269989615784e-05, + "loss": 0.0644, + "step": 3280 + }, + { + "epoch": 7.68, + "learning_rate": 1.2850467289719625e-05, + "loss": 0.1123, + "step": 3290 + }, + { + "epoch": 7.7, + "learning_rate": 1.272066458982347e-05, + "loss": 0.0674, + "step": 3300 + }, + { + "epoch": 7.72, + "learning_rate": 1.259086188992731e-05, + "loss": 0.0344, + "step": 3310 + }, + { + "epoch": 7.75, + "learning_rate": 1.2461059190031153e-05, + "loss": 0.0164, + "step": 3320 + }, + { + "epoch": 7.77, + "learning_rate": 1.2331256490134996e-05, + "loss": 0.1099, + "step": 3330 + }, + { + "epoch": 7.79, + "learning_rate": 1.2201453790238837e-05, + "loss": 0.0204, + "step": 3340 + }, + { + "epoch": 7.82, + "learning_rate": 1.207165109034268e-05, + "loss": 0.0398, + "step": 3350 + }, + { + "epoch": 7.84, + "learning_rate": 1.1941848390446523e-05, + "loss": 0.0686, + "step": 3360 + }, + { + "epoch": 7.86, + "learning_rate": 1.1812045690550364e-05, + "loss": 0.0572, + "step": 3370 + }, + { + "epoch": 7.89, + "learning_rate": 1.1682242990654207e-05, + "loss": 0.0552, + "step": 3380 + }, + { + "epoch": 7.91, + "learning_rate": 1.1552440290758048e-05, + "loss": 0.0434, + "step": 3390 + }, + { + "epoch": 7.93, + "learning_rate": 1.142263759086189e-05, + "loss": 0.0799, + "step": 3400 + }, + { + "epoch": 7.96, + "learning_rate": 1.1292834890965732e-05, + "loss": 0.0582, + "step": 3410 + }, + { + "epoch": 7.98, + "learning_rate": 1.1163032191069575e-05, + "loss": 0.0263, + "step": 3420 + }, + { + "epoch": 8.0, + "eval_accuracy": 0.9918293236495688, + "eval_loss": 0.0519937239587307, + "eval_runtime": 392.283, + "eval_samples_per_second": 11.232, + "eval_steps_per_second": 1.874, + "step": 3428 + }, + { + "epoch": 8.0, + "learning_rate": 1.1033229491173416e-05, + "loss": 0.0371, + "step": 3430 + }, + { + "epoch": 8.03, + "learning_rate": 1.0903426791277258e-05, + "loss": 0.1521, + "step": 3440 + }, + { + "epoch": 8.05, + "learning_rate": 1.0773624091381101e-05, + "loss": 0.0398, + "step": 3450 + }, + { + "epoch": 8.07, + "learning_rate": 1.0643821391484942e-05, + "loss": 0.0326, + "step": 3460 + }, + { + "epoch": 8.1, + "learning_rate": 1.0514018691588785e-05, + "loss": 0.03, + "step": 3470 + }, + { + "epoch": 8.12, + "learning_rate": 1.0384215991692628e-05, + "loss": 0.0934, + "step": 3480 + }, + { + "epoch": 8.14, + "learning_rate": 1.025441329179647e-05, + "loss": 0.0456, + "step": 3490 + }, + { + "epoch": 8.17, + "learning_rate": 1.0124610591900312e-05, + "loss": 0.1047, + "step": 3500 + }, + { + "epoch": 8.19, + "learning_rate": 9.994807892004155e-06, + "loss": 0.058, + "step": 3510 + }, + { + "epoch": 8.21, + "learning_rate": 9.865005192107997e-06, + "loss": 0.0345, + "step": 3520 + }, + { + "epoch": 8.24, + "learning_rate": 9.735202492211838e-06, + "loss": 0.0547, + "step": 3530 + }, + { + "epoch": 8.26, + "learning_rate": 9.605399792315681e-06, + "loss": 0.1301, + "step": 3540 + }, + { + "epoch": 8.28, + "learning_rate": 9.475597092419524e-06, + "loss": 0.0654, + "step": 3550 + }, + { + "epoch": 8.31, + "learning_rate": 9.345794392523365e-06, + "loss": 0.0524, + "step": 3560 + }, + { + "epoch": 8.33, + "learning_rate": 9.215991692627208e-06, + "loss": 0.0579, + "step": 3570 + }, + { + "epoch": 8.35, + "learning_rate": 9.086188992731049e-06, + "loss": 0.0635, + "step": 3580 + }, + { + "epoch": 8.38, + "learning_rate": 8.956386292834892e-06, + "loss": 0.0678, + "step": 3590 + }, + { + "epoch": 8.4, + "learning_rate": 8.826583592938733e-06, + "loss": 0.031, + "step": 3600 + }, + { + "epoch": 8.42, + "learning_rate": 8.696780893042576e-06, + "loss": 0.0493, + "step": 3610 + }, + { + "epoch": 8.45, + "learning_rate": 8.566978193146417e-06, + "loss": 0.0744, + "step": 3620 + }, + { + "epoch": 8.47, + "learning_rate": 8.43717549325026e-06, + "loss": 0.0538, + "step": 3630 + }, + { + "epoch": 8.49, + "learning_rate": 8.307372793354102e-06, + "loss": 0.0246, + "step": 3640 + }, + { + "epoch": 8.52, + "learning_rate": 8.177570093457943e-06, + "loss": 0.0271, + "step": 3650 + }, + { + "epoch": 8.54, + "learning_rate": 8.047767393561786e-06, + "loss": 0.0354, + "step": 3660 + }, + { + "epoch": 8.56, + "learning_rate": 7.917964693665629e-06, + "loss": 0.0219, + "step": 3670 + }, + { + "epoch": 8.59, + "learning_rate": 7.78816199376947e-06, + "loss": 0.0562, + "step": 3680 + }, + { + "epoch": 8.61, + "learning_rate": 7.658359293873313e-06, + "loss": 0.0772, + "step": 3690 + }, + { + "epoch": 8.63, + "learning_rate": 7.528556593977156e-06, + "loss": 0.1255, + "step": 3700 + }, + { + "epoch": 8.66, + "learning_rate": 7.398753894080997e-06, + "loss": 0.0412, + "step": 3710 + }, + { + "epoch": 8.68, + "learning_rate": 7.2689511941848395e-06, + "loss": 0.038, + "step": 3720 + }, + { + "epoch": 8.7, + "learning_rate": 7.139148494288682e-06, + "loss": 0.0596, + "step": 3730 + }, + { + "epoch": 8.73, + "learning_rate": 7.009345794392523e-06, + "loss": 0.0663, + "step": 3740 + }, + { + "epoch": 8.75, + "learning_rate": 6.879543094496365e-06, + "loss": 0.0741, + "step": 3750 + }, + { + "epoch": 8.77, + "learning_rate": 6.749740394600208e-06, + "loss": 0.0647, + "step": 3760 + }, + { + "epoch": 8.8, + "learning_rate": 6.619937694704049e-06, + "loss": 0.0405, + "step": 3770 + }, + { + "epoch": 8.82, + "learning_rate": 6.490134994807892e-06, + "loss": 0.0905, + "step": 3780 + }, + { + "epoch": 8.84, + "learning_rate": 6.360332294911735e-06, + "loss": 0.0511, + "step": 3790 + }, + { + "epoch": 8.87, + "learning_rate": 6.230529595015577e-06, + "loss": 0.0226, + "step": 3800 + }, + { + "epoch": 8.89, + "learning_rate": 6.100726895119419e-06, + "loss": 0.0089, + "step": 3810 + }, + { + "epoch": 8.91, + "learning_rate": 5.9709241952232614e-06, + "loss": 0.0592, + "step": 3820 + }, + { + "epoch": 8.94, + "learning_rate": 5.841121495327103e-06, + "loss": 0.0733, + "step": 3830 + }, + { + "epoch": 8.96, + "learning_rate": 5.711318795430945e-06, + "loss": 0.0604, + "step": 3840 + }, + { + "epoch": 8.98, + "learning_rate": 5.581516095534787e-06, + "loss": 0.0423, + "step": 3850 + }, + { + "epoch": 9.0, + "eval_accuracy": 0.9913753971856559, + "eval_loss": 0.051343705505132675, + "eval_runtime": 313.2302, + "eval_samples_per_second": 14.066, + "eval_steps_per_second": 2.347, + "step": 3856 + }, + { + "epoch": 9.01, + "learning_rate": 5.451713395638629e-06, + "loss": 0.0815, + "step": 3860 + }, + { + "epoch": 9.03, + "learning_rate": 5.321910695742471e-06, + "loss": 0.0789, + "step": 3870 + }, + { + "epoch": 9.05, + "learning_rate": 5.192107995846314e-06, + "loss": 0.1404, + "step": 3880 + }, + { + "epoch": 9.08, + "learning_rate": 5.062305295950156e-06, + "loss": 0.0572, + "step": 3890 + }, + { + "epoch": 9.1, + "learning_rate": 4.932502596053999e-06, + "loss": 0.0346, + "step": 3900 + }, + { + "epoch": 9.12, + "learning_rate": 4.802699896157841e-06, + "loss": 0.0093, + "step": 3910 + }, + { + "epoch": 9.15, + "learning_rate": 4.6728971962616825e-06, + "loss": 0.0447, + "step": 3920 + }, + { + "epoch": 9.17, + "learning_rate": 4.5430944963655245e-06, + "loss": 0.0183, + "step": 3930 + }, + { + "epoch": 9.19, + "learning_rate": 4.413291796469366e-06, + "loss": 0.0511, + "step": 3940 + }, + { + "epoch": 9.22, + "learning_rate": 4.283489096573208e-06, + "loss": 0.0682, + "step": 3950 + }, + { + "epoch": 9.24, + "learning_rate": 4.153686396677051e-06, + "loss": 0.0748, + "step": 3960 + }, + { + "epoch": 9.26, + "learning_rate": 4.023883696780893e-06, + "loss": 0.0349, + "step": 3970 + }, + { + "epoch": 9.29, + "learning_rate": 3.894080996884735e-06, + "loss": 0.0826, + "step": 3980 + }, + { + "epoch": 9.31, + "learning_rate": 3.764278296988578e-06, + "loss": 0.0436, + "step": 3990 + }, + { + "epoch": 9.33, + "learning_rate": 3.6344755970924198e-06, + "loss": 0.0563, + "step": 4000 + }, + { + "epoch": 9.36, + "learning_rate": 3.5046728971962617e-06, + "loss": 0.0369, + "step": 4010 + }, + { + "epoch": 9.38, + "learning_rate": 3.374870197300104e-06, + "loss": 0.027, + "step": 4020 + }, + { + "epoch": 9.4, + "learning_rate": 3.245067497403946e-06, + "loss": 0.098, + "step": 4030 + }, + { + "epoch": 9.43, + "learning_rate": 3.1152647975077884e-06, + "loss": 0.0427, + "step": 4040 + }, + { + "epoch": 9.45, + "learning_rate": 2.9854620976116307e-06, + "loss": 0.042, + "step": 4050 + }, + { + "epoch": 9.47, + "learning_rate": 2.8556593977154727e-06, + "loss": 0.0318, + "step": 4060 + }, + { + "epoch": 9.5, + "learning_rate": 2.7258566978193146e-06, + "loss": 0.1009, + "step": 4070 + }, + { + "epoch": 9.52, + "learning_rate": 2.596053997923157e-06, + "loss": 0.047, + "step": 4080 + }, + { + "epoch": 9.54, + "learning_rate": 2.4662512980269993e-06, + "loss": 0.0384, + "step": 4090 + }, + { + "epoch": 9.57, + "learning_rate": 2.3364485981308413e-06, + "loss": 0.0518, + "step": 4100 + }, + { + "epoch": 9.59, + "learning_rate": 2.206645898234683e-06, + "loss": 0.0184, + "step": 4110 + }, + { + "epoch": 9.61, + "learning_rate": 2.0768431983385256e-06, + "loss": 0.0824, + "step": 4120 + }, + { + "epoch": 9.64, + "learning_rate": 1.9470404984423675e-06, + "loss": 0.0695, + "step": 4130 + }, + { + "epoch": 9.66, + "learning_rate": 1.8172377985462099e-06, + "loss": 0.011, + "step": 4140 + }, + { + "epoch": 9.68, + "learning_rate": 1.687435098650052e-06, + "loss": 0.0303, + "step": 4150 + }, + { + "epoch": 9.71, + "learning_rate": 1.5576323987538942e-06, + "loss": 0.0551, + "step": 4160 + }, + { + "epoch": 9.73, + "learning_rate": 1.4278296988577363e-06, + "loss": 0.0799, + "step": 4170 + }, + { + "epoch": 9.75, + "learning_rate": 1.2980269989615785e-06, + "loss": 0.066, + "step": 4180 + }, + { + "epoch": 9.78, + "learning_rate": 1.1682242990654206e-06, + "loss": 0.0906, + "step": 4190 + }, + { + "epoch": 9.8, + "learning_rate": 1.0384215991692628e-06, + "loss": 0.0583, + "step": 4200 + }, + { + "epoch": 9.82, + "learning_rate": 9.086188992731049e-07, + "loss": 0.026, + "step": 4210 + }, + { + "epoch": 9.85, + "learning_rate": 7.788161993769471e-07, + "loss": 0.0498, + "step": 4220 + }, + { + "epoch": 9.87, + "learning_rate": 6.490134994807892e-07, + "loss": 0.0197, + "step": 4230 + }, + { + "epoch": 9.89, + "learning_rate": 5.192107995846314e-07, + "loss": 0.0549, + "step": 4240 + }, + { + "epoch": 9.92, + "learning_rate": 3.8940809968847354e-07, + "loss": 0.0782, + "step": 4250 + }, + { + "epoch": 9.94, + "learning_rate": 2.596053997923157e-07, + "loss": 0.0889, + "step": 4260 + }, + { + "epoch": 9.96, + "learning_rate": 1.2980269989615785e-07, + "loss": 0.0209, + "step": 4270 + }, + { + "epoch": 9.99, + "learning_rate": 0.0, + "loss": 0.0266, + "step": 4280 + }, + { + "epoch": 9.99, + "eval_accuracy": 0.9916023604176123, + "eval_loss": 0.04850451648235321, + "eval_runtime": 280.7261, + "eval_samples_per_second": 15.695, + "eval_steps_per_second": 2.618, + "step": 4280 + }, + { + "epoch": 9.99, + "step": 4280, + "total_flos": 2.552597644040995e+18, + "train_loss": 0.08735134438306928, + "train_runtime": 17846.498, + "train_samples_per_second": 5.76, + "train_steps_per_second": 0.24 + } + ], + "logging_steps": 10, + "max_steps": 4280, + "num_train_epochs": 10, + "save_steps": 500, + "total_flos": 2.552597644040995e+18, + "trial_name": null, + "trial_params": null +}