{ "best_metric": 0.051206715404987335, "best_model_checkpoint": "./egujr001-swim2-base-model/checkpoint-5700", "epoch": 3.0, "eval_steps": 100, "global_step": 7782, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.0, "learning_rate": 6.418485237483954e-07, "loss": 0.711, "step": 10 }, { "epoch": 0.01, "learning_rate": 1.2836970474967908e-06, "loss": 0.7059, "step": 20 }, { "epoch": 0.01, "learning_rate": 1.8613607188703468e-06, "loss": 0.6897, "step": 30 }, { "epoch": 0.02, "learning_rate": 2.503209242618742e-06, "loss": 0.7061, "step": 40 }, { "epoch": 0.02, "learning_rate": 3.1450577663671376e-06, "loss": 0.6902, "step": 50 }, { "epoch": 0.02, "learning_rate": 3.7869062901155326e-06, "loss": 0.6769, "step": 60 }, { "epoch": 0.03, "learning_rate": 4.428754813863929e-06, "loss": 0.6704, "step": 70 }, { "epoch": 0.03, "learning_rate": 5.0706033376123234e-06, "loss": 0.6682, "step": 80 }, { "epoch": 0.03, "learning_rate": 5.71245186136072e-06, "loss": 0.6452, "step": 90 }, { "epoch": 0.04, "learning_rate": 6.354300385109114e-06, "loss": 0.6254, "step": 100 }, { "epoch": 0.04, "eval_accuracy": 0.7049961441004737, "eval_loss": 0.584004282951355, "eval_runtime": 88.2264, "eval_samples_per_second": 411.532, "eval_steps_per_second": 6.438, "step": 100 }, { "epoch": 0.04, "learning_rate": 6.99614890885751e-06, "loss": 0.5976, "step": 110 }, { "epoch": 0.05, "learning_rate": 7.637997432605905e-06, "loss": 0.561, "step": 120 }, { "epoch": 0.05, "learning_rate": 8.2798459563543e-06, "loss": 0.5638, "step": 130 }, { "epoch": 0.05, "learning_rate": 8.921694480102696e-06, "loss": 0.5135, "step": 140 }, { "epoch": 0.06, "learning_rate": 9.563543003851091e-06, "loss": 0.4949, "step": 150 }, { "epoch": 0.06, "learning_rate": 1.0205391527599487e-05, "loss": 0.4596, "step": 160 }, { "epoch": 0.07, "learning_rate": 1.0847240051347884e-05, "loss": 0.4655, "step": 170 }, { "epoch": 0.07, "learning_rate": 1.1489088575096278e-05, "loss": 0.4333, "step": 180 }, { "epoch": 0.07, "learning_rate": 1.2130937098844673e-05, "loss": 0.4324, "step": 190 }, { "epoch": 0.08, "learning_rate": 1.277278562259307e-05, "loss": 0.3998, "step": 200 }, { "epoch": 0.08, "eval_accuracy": 0.8506665197752561, "eval_loss": 0.35248830914497375, "eval_runtime": 90.26, "eval_samples_per_second": 402.26, "eval_steps_per_second": 6.293, "step": 200 }, { "epoch": 0.08, "learning_rate": 1.3414634146341466e-05, "loss": 0.3763, "step": 210 }, { "epoch": 0.08, "learning_rate": 1.405648267008986e-05, "loss": 0.3491, "step": 220 }, { "epoch": 0.09, "learning_rate": 1.4698331193838255e-05, "loss": 0.3078, "step": 230 }, { "epoch": 0.09, "learning_rate": 1.534017971758665e-05, "loss": 0.3124, "step": 240 }, { "epoch": 0.1, "learning_rate": 1.5982028241335045e-05, "loss": 0.3281, "step": 250 }, { "epoch": 0.1, "learning_rate": 1.662387676508344e-05, "loss": 0.2936, "step": 260 }, { "epoch": 0.1, "learning_rate": 1.7265725288831836e-05, "loss": 0.3083, "step": 270 }, { "epoch": 0.11, "learning_rate": 1.7907573812580232e-05, "loss": 0.2861, "step": 280 }, { "epoch": 0.11, "learning_rate": 1.8549422336328627e-05, "loss": 0.287, "step": 290 }, { "epoch": 0.12, "learning_rate": 1.9191270860077023e-05, "loss": 0.2796, "step": 300 }, { "epoch": 0.12, "eval_accuracy": 0.8974881568800265, "eval_loss": 0.27103182673454285, "eval_runtime": 91.5194, "eval_samples_per_second": 396.724, "eval_steps_per_second": 6.206, "step": 300 }, { "epoch": 0.12, "learning_rate": 1.9833119383825418e-05, "loss": 0.2846, "step": 310 }, { "epoch": 0.12, "learning_rate": 2.0474967907573813e-05, "loss": 0.243, "step": 320 }, { "epoch": 0.13, "learning_rate": 2.111681643132221e-05, "loss": 0.2676, "step": 330 }, { "epoch": 0.13, "learning_rate": 2.1758664955070604e-05, "loss": 0.2768, "step": 340 }, { "epoch": 0.13, "learning_rate": 2.2400513478819e-05, "loss": 0.2324, "step": 350 }, { "epoch": 0.14, "learning_rate": 2.3042362002567395e-05, "loss": 0.2318, "step": 360 }, { "epoch": 0.14, "learning_rate": 2.368421052631579e-05, "loss": 0.24, "step": 370 }, { "epoch": 0.15, "learning_rate": 2.4326059050064186e-05, "loss": 0.2268, "step": 380 }, { "epoch": 0.15, "learning_rate": 2.496790757381258e-05, "loss": 0.2416, "step": 390 }, { "epoch": 0.15, "learning_rate": 2.5609756097560977e-05, "loss": 0.23, "step": 400 }, { "epoch": 0.15, "eval_accuracy": 0.9012338878484081, "eval_loss": 0.26600146293640137, "eval_runtime": 89.74, "eval_samples_per_second": 404.591, "eval_steps_per_second": 6.329, "step": 400 }, { "epoch": 0.16, "learning_rate": 2.6251604621309372e-05, "loss": 0.2158, "step": 410 }, { "epoch": 0.16, "learning_rate": 2.6893453145057767e-05, "loss": 0.2284, "step": 420 }, { "epoch": 0.17, "learning_rate": 2.7535301668806163e-05, "loss": 0.2321, "step": 430 }, { "epoch": 0.17, "learning_rate": 2.817715019255456e-05, "loss": 0.25, "step": 440 }, { "epoch": 0.17, "learning_rate": 2.8818998716302954e-05, "loss": 0.196, "step": 450 }, { "epoch": 0.18, "learning_rate": 2.946084724005135e-05, "loss": 0.2326, "step": 460 }, { "epoch": 0.18, "learning_rate": 3.0102695763799745e-05, "loss": 0.2762, "step": 470 }, { "epoch": 0.19, "learning_rate": 3.074454428754814e-05, "loss": 0.189, "step": 480 }, { "epoch": 0.19, "learning_rate": 3.138639281129653e-05, "loss": 0.1907, "step": 490 }, { "epoch": 0.19, "learning_rate": 3.202824133504493e-05, "loss": 0.2372, "step": 500 }, { "epoch": 0.19, "eval_accuracy": 0.9400958466453674, "eval_loss": 0.1678195595741272, "eval_runtime": 91.7573, "eval_samples_per_second": 395.696, "eval_steps_per_second": 6.19, "step": 500 }, { "epoch": 0.2, "learning_rate": 3.267008985879333e-05, "loss": 0.2145, "step": 510 }, { "epoch": 0.2, "learning_rate": 3.331193838254172e-05, "loss": 0.175, "step": 520 }, { "epoch": 0.2, "learning_rate": 3.395378690629012e-05, "loss": 0.1979, "step": 530 }, { "epoch": 0.21, "learning_rate": 3.459563543003851e-05, "loss": 0.186, "step": 540 }, { "epoch": 0.21, "learning_rate": 3.523748395378691e-05, "loss": 0.2302, "step": 550 }, { "epoch": 0.22, "learning_rate": 3.58793324775353e-05, "loss": 0.2083, "step": 560 }, { "epoch": 0.22, "learning_rate": 3.65211810012837e-05, "loss": 0.2225, "step": 570 }, { "epoch": 0.22, "learning_rate": 3.7163029525032094e-05, "loss": 0.1781, "step": 580 }, { "epoch": 0.23, "learning_rate": 3.780487804878049e-05, "loss": 0.2095, "step": 590 }, { "epoch": 0.23, "learning_rate": 3.8446726572528885e-05, "loss": 0.1944, "step": 600 }, { "epoch": 0.23, "eval_accuracy": 0.9436763247769087, "eval_loss": 0.14370502531528473, "eval_runtime": 90.007, "eval_samples_per_second": 403.391, "eval_steps_per_second": 6.311, "step": 600 }, { "epoch": 0.24, "learning_rate": 3.908857509627728e-05, "loss": 0.1954, "step": 610 }, { "epoch": 0.24, "learning_rate": 3.9730423620025676e-05, "loss": 0.1709, "step": 620 }, { "epoch": 0.24, "learning_rate": 4.037227214377407e-05, "loss": 0.1922, "step": 630 }, { "epoch": 0.25, "learning_rate": 4.1014120667522467e-05, "loss": 0.1943, "step": 640 }, { "epoch": 0.25, "learning_rate": 4.165596919127086e-05, "loss": 0.1818, "step": 650 }, { "epoch": 0.25, "learning_rate": 4.229781771501926e-05, "loss": 0.1745, "step": 660 }, { "epoch": 0.26, "learning_rate": 4.293966623876765e-05, "loss": 0.1946, "step": 670 }, { "epoch": 0.26, "learning_rate": 4.358151476251605e-05, "loss": 0.1564, "step": 680 }, { "epoch": 0.27, "learning_rate": 4.422336328626445e-05, "loss": 0.1876, "step": 690 }, { "epoch": 0.27, "learning_rate": 4.486521181001284e-05, "loss": 0.1635, "step": 700 }, { "epoch": 0.27, "eval_accuracy": 0.9503415225294701, "eval_loss": 0.12306568771600723, "eval_runtime": 89.7748, "eval_samples_per_second": 404.434, "eval_steps_per_second": 6.327, "step": 700 }, { "epoch": 0.27, "learning_rate": 4.550706033376124e-05, "loss": 0.1233, "step": 710 }, { "epoch": 0.28, "learning_rate": 4.614890885750963e-05, "loss": 0.1472, "step": 720 }, { "epoch": 0.28, "learning_rate": 4.679075738125803e-05, "loss": 0.1953, "step": 730 }, { "epoch": 0.29, "learning_rate": 4.743260590500642e-05, "loss": 0.1362, "step": 740 }, { "epoch": 0.29, "learning_rate": 4.807445442875482e-05, "loss": 0.1533, "step": 750 }, { "epoch": 0.29, "learning_rate": 4.871630295250321e-05, "loss": 0.1558, "step": 760 }, { "epoch": 0.3, "learning_rate": 4.935815147625161e-05, "loss": 0.1675, "step": 770 }, { "epoch": 0.3, "learning_rate": 5e-05, "loss": 0.1529, "step": 780 }, { "epoch": 0.3, "learning_rate": 4.993574182493217e-05, "loss": 0.1325, "step": 790 }, { "epoch": 0.31, "learning_rate": 4.986434385263459e-05, "loss": 0.1463, "step": 800 }, { "epoch": 0.31, "eval_accuracy": 0.9550512283794205, "eval_loss": 0.13529589772224426, "eval_runtime": 89.295, "eval_samples_per_second": 406.607, "eval_steps_per_second": 6.361, "step": 800 }, { "epoch": 0.31, "learning_rate": 4.9792945880337e-05, "loss": 0.1664, "step": 810 }, { "epoch": 0.32, "learning_rate": 4.9721547908039415e-05, "loss": 0.1442, "step": 820 }, { "epoch": 0.32, "learning_rate": 4.965014993574183e-05, "loss": 0.1237, "step": 830 }, { "epoch": 0.32, "learning_rate": 4.957875196344424e-05, "loss": 0.1159, "step": 840 }, { "epoch": 0.33, "learning_rate": 4.9507353991146656e-05, "loss": 0.1144, "step": 850 }, { "epoch": 0.33, "learning_rate": 4.9435956018849063e-05, "loss": 0.1478, "step": 860 }, { "epoch": 0.34, "learning_rate": 4.936455804655148e-05, "loss": 0.1481, "step": 870 }, { "epoch": 0.34, "learning_rate": 4.929316007425389e-05, "loss": 0.1433, "step": 880 }, { "epoch": 0.34, "learning_rate": 4.922176210195631e-05, "loss": 0.1532, "step": 890 }, { "epoch": 0.35, "learning_rate": 4.915036412965872e-05, "loss": 0.1287, "step": 900 }, { "epoch": 0.35, "eval_accuracy": 0.952297014432081, "eval_loss": 0.1216319128870964, "eval_runtime": 90.7733, "eval_samples_per_second": 399.985, "eval_steps_per_second": 6.257, "step": 900 }, { "epoch": 0.35, "learning_rate": 4.907896615736113e-05, "loss": 0.121, "step": 910 }, { "epoch": 0.35, "learning_rate": 4.900756818506355e-05, "loss": 0.1014, "step": 920 }, { "epoch": 0.36, "learning_rate": 4.893617021276596e-05, "loss": 0.1354, "step": 930 }, { "epoch": 0.36, "learning_rate": 4.886477224046837e-05, "loss": 0.1335, "step": 940 }, { "epoch": 0.37, "learning_rate": 4.879337426817079e-05, "loss": 0.171, "step": 950 }, { "epoch": 0.37, "learning_rate": 4.87219762958732e-05, "loss": 0.1669, "step": 960 }, { "epoch": 0.37, "learning_rate": 4.865057832357561e-05, "loss": 0.1554, "step": 970 }, { "epoch": 0.38, "learning_rate": 4.8579180351278024e-05, "loss": 0.1473, "step": 980 }, { "epoch": 0.38, "learning_rate": 4.850778237898044e-05, "loss": 0.1604, "step": 990 }, { "epoch": 0.39, "learning_rate": 4.843638440668285e-05, "loss": 0.1208, "step": 1000 }, { "epoch": 0.39, "eval_accuracy": 0.9351382615401564, "eval_loss": 0.16954024136066437, "eval_runtime": 89.8639, "eval_samples_per_second": 404.033, "eval_steps_per_second": 6.321, "step": 1000 }, { "epoch": 0.39, "learning_rate": 4.8364986434385265e-05, "loss": 0.1427, "step": 1010 }, { "epoch": 0.39, "learning_rate": 4.829358846208768e-05, "loss": 0.107, "step": 1020 }, { "epoch": 0.4, "learning_rate": 4.822219048979009e-05, "loss": 0.1294, "step": 1030 }, { "epoch": 0.4, "learning_rate": 4.815079251749251e-05, "loss": 0.2427, "step": 1040 }, { "epoch": 0.4, "learning_rate": 4.8079394545194914e-05, "loss": 0.1689, "step": 1050 }, { "epoch": 0.41, "learning_rate": 4.8007996572897335e-05, "loss": 0.1436, "step": 1060 }, { "epoch": 0.41, "learning_rate": 4.793659860059975e-05, "loss": 0.1405, "step": 1070 }, { "epoch": 0.42, "learning_rate": 4.7865200628302156e-05, "loss": 0.1287, "step": 1080 }, { "epoch": 0.42, "learning_rate": 4.779380265600457e-05, "loss": 0.1217, "step": 1090 }, { "epoch": 0.42, "learning_rate": 4.7722404683706984e-05, "loss": 0.1204, "step": 1100 }, { "epoch": 0.42, "eval_accuracy": 0.9556846975873086, "eval_loss": 0.12210479378700256, "eval_runtime": 90.877, "eval_samples_per_second": 399.529, "eval_steps_per_second": 6.25, "step": 1100 }, { "epoch": 0.43, "learning_rate": 4.76510067114094e-05, "loss": 0.1352, "step": 1110 }, { "epoch": 0.43, "learning_rate": 4.757960873911181e-05, "loss": 0.123, "step": 1120 }, { "epoch": 0.44, "learning_rate": 4.7508210766814225e-05, "loss": 0.1501, "step": 1130 }, { "epoch": 0.44, "learning_rate": 4.743681279451664e-05, "loss": 0.0773, "step": 1140 }, { "epoch": 0.44, "learning_rate": 4.736541482221905e-05, "loss": 0.0918, "step": 1150 }, { "epoch": 0.45, "learning_rate": 4.729401684992146e-05, "loss": 0.1164, "step": 1160 }, { "epoch": 0.45, "learning_rate": 4.7222618877623874e-05, "loss": 0.1187, "step": 1170 }, { "epoch": 0.45, "learning_rate": 4.7151220905326295e-05, "loss": 0.1071, "step": 1180 }, { "epoch": 0.46, "learning_rate": 4.707982293302871e-05, "loss": 0.1083, "step": 1190 }, { "epoch": 0.46, "learning_rate": 4.7008424960731116e-05, "loss": 0.1064, "step": 1200 }, { "epoch": 0.46, "eval_accuracy": 0.943208108405861, "eval_loss": 0.16051389276981354, "eval_runtime": 93.1274, "eval_samples_per_second": 389.874, "eval_steps_per_second": 6.099, "step": 1200 }, { "epoch": 0.47, "learning_rate": 4.693702698843353e-05, "loss": 0.1056, "step": 1210 }, { "epoch": 0.47, "learning_rate": 4.6865629016135944e-05, "loss": 0.1037, "step": 1220 }, { "epoch": 0.47, "learning_rate": 4.679423104383836e-05, "loss": 0.1151, "step": 1230 }, { "epoch": 0.48, "learning_rate": 4.672283307154077e-05, "loss": 0.1338, "step": 1240 }, { "epoch": 0.48, "learning_rate": 4.6651435099243185e-05, "loss": 0.1088, "step": 1250 }, { "epoch": 0.49, "learning_rate": 4.65800371269456e-05, "loss": 0.1323, "step": 1260 }, { "epoch": 0.49, "learning_rate": 4.6508639154648007e-05, "loss": 0.1391, "step": 1270 }, { "epoch": 0.49, "learning_rate": 4.643724118235042e-05, "loss": 0.0913, "step": 1280 }, { "epoch": 0.5, "learning_rate": 4.636584321005284e-05, "loss": 0.1233, "step": 1290 }, { "epoch": 0.5, "learning_rate": 4.6294445237755255e-05, "loss": 0.1114, "step": 1300 }, { "epoch": 0.5, "eval_accuracy": 0.961303294039881, "eval_loss": 0.09980010241270065, "eval_runtime": 91.0363, "eval_samples_per_second": 398.83, "eval_steps_per_second": 6.239, "step": 1300 }, { "epoch": 0.51, "learning_rate": 4.622304726545766e-05, "loss": 0.1039, "step": 1310 }, { "epoch": 0.51, "learning_rate": 4.6151649293160076e-05, "loss": 0.1265, "step": 1320 }, { "epoch": 0.51, "learning_rate": 4.608025132086249e-05, "loss": 0.0831, "step": 1330 }, { "epoch": 0.52, "learning_rate": 4.6008853348564904e-05, "loss": 0.0948, "step": 1340 }, { "epoch": 0.52, "learning_rate": 4.593745537626732e-05, "loss": 0.12, "step": 1350 }, { "epoch": 0.52, "learning_rate": 4.586605740396973e-05, "loss": 0.0904, "step": 1360 }, { "epoch": 0.53, "learning_rate": 4.5794659431672146e-05, "loss": 0.117, "step": 1370 }, { "epoch": 0.53, "learning_rate": 4.572326145937455e-05, "loss": 0.0968, "step": 1380 }, { "epoch": 0.54, "learning_rate": 4.565186348707697e-05, "loss": 0.1063, "step": 1390 }, { "epoch": 0.54, "learning_rate": 4.558046551477938e-05, "loss": 0.1324, "step": 1400 }, { "epoch": 0.54, "eval_accuracy": 0.9650214828687892, "eval_loss": 0.08880817890167236, "eval_runtime": 90.3375, "eval_samples_per_second": 401.915, "eval_steps_per_second": 6.288, "step": 1400 }, { "epoch": 0.54, "learning_rate": 4.55090675424818e-05, "loss": 0.0962, "step": 1410 }, { "epoch": 0.55, "learning_rate": 4.543766957018421e-05, "loss": 0.1292, "step": 1420 }, { "epoch": 0.55, "learning_rate": 4.536627159788662e-05, "loss": 0.0907, "step": 1430 }, { "epoch": 0.56, "learning_rate": 4.5294873625589036e-05, "loss": 0.102, "step": 1440 }, { "epoch": 0.56, "learning_rate": 4.522347565329145e-05, "loss": 0.1031, "step": 1450 }, { "epoch": 0.56, "learning_rate": 4.515207768099386e-05, "loss": 0.0948, "step": 1460 }, { "epoch": 0.57, "learning_rate": 4.508067970869628e-05, "loss": 0.1013, "step": 1470 }, { "epoch": 0.57, "learning_rate": 4.500928173639869e-05, "loss": 0.0912, "step": 1480 }, { "epoch": 0.57, "learning_rate": 4.49378837641011e-05, "loss": 0.109, "step": 1490 }, { "epoch": 0.58, "learning_rate": 4.486648579180351e-05, "loss": 0.0997, "step": 1500 }, { "epoch": 0.58, "eval_accuracy": 0.9685744188608572, "eval_loss": 0.08101337403059006, "eval_runtime": 92.1751, "eval_samples_per_second": 393.902, "eval_steps_per_second": 6.162, "step": 1500 }, { "epoch": 0.58, "learning_rate": 4.479508781950593e-05, "loss": 0.0732, "step": 1510 }, { "epoch": 0.59, "learning_rate": 4.472368984720834e-05, "loss": 0.1071, "step": 1520 }, { "epoch": 0.59, "learning_rate": 4.4652291874910755e-05, "loss": 0.1504, "step": 1530 }, { "epoch": 0.59, "learning_rate": 4.458089390261317e-05, "loss": 0.0904, "step": 1540 }, { "epoch": 0.6, "learning_rate": 4.450949593031558e-05, "loss": 0.0913, "step": 1550 }, { "epoch": 0.6, "learning_rate": 4.4438097958017996e-05, "loss": 0.1043, "step": 1560 }, { "epoch": 0.61, "learning_rate": 4.4366699985720403e-05, "loss": 0.0912, "step": 1570 }, { "epoch": 0.61, "learning_rate": 4.4295302013422824e-05, "loss": 0.0911, "step": 1580 }, { "epoch": 0.61, "learning_rate": 4.422390404112524e-05, "loss": 0.0944, "step": 1590 }, { "epoch": 0.62, "learning_rate": 4.4152506068827645e-05, "loss": 0.0904, "step": 1600 }, { "epoch": 0.62, "eval_accuracy": 0.965489699239837, "eval_loss": 0.09450588375329971, "eval_runtime": 90.6753, "eval_samples_per_second": 400.418, "eval_steps_per_second": 6.264, "step": 1600 }, { "epoch": 0.62, "learning_rate": 4.408110809653006e-05, "loss": 0.1005, "step": 1610 }, { "epoch": 0.62, "learning_rate": 4.400971012423247e-05, "loss": 0.0871, "step": 1620 }, { "epoch": 0.63, "learning_rate": 4.393831215193489e-05, "loss": 0.0828, "step": 1630 }, { "epoch": 0.63, "learning_rate": 4.38669141796373e-05, "loss": 0.0907, "step": 1640 }, { "epoch": 0.64, "learning_rate": 4.3795516207339715e-05, "loss": 0.0971, "step": 1650 }, { "epoch": 0.64, "learning_rate": 4.372411823504213e-05, "loss": 0.0906, "step": 1660 }, { "epoch": 0.64, "learning_rate": 4.365272026274454e-05, "loss": 0.1115, "step": 1670 }, { "epoch": 0.65, "learning_rate": 4.358132229044695e-05, "loss": 0.1044, "step": 1680 }, { "epoch": 0.65, "learning_rate": 4.3509924318149364e-05, "loss": 0.105, "step": 1690 }, { "epoch": 0.66, "learning_rate": 4.3438526345851784e-05, "loss": 0.0975, "step": 1700 }, { "epoch": 0.66, "eval_accuracy": 0.9635066651977525, "eval_loss": 0.0978260189294815, "eval_runtime": 90.8859, "eval_samples_per_second": 399.49, "eval_steps_per_second": 6.25, "step": 1700 }, { "epoch": 0.66, "learning_rate": 4.336712837355419e-05, "loss": 0.0913, "step": 1710 }, { "epoch": 0.66, "learning_rate": 4.3295730401256605e-05, "loss": 0.1066, "step": 1720 }, { "epoch": 0.67, "learning_rate": 4.322433242895902e-05, "loss": 0.0938, "step": 1730 }, { "epoch": 0.67, "learning_rate": 4.315293445666143e-05, "loss": 0.0853, "step": 1740 }, { "epoch": 0.67, "learning_rate": 4.308153648436385e-05, "loss": 0.1347, "step": 1750 }, { "epoch": 0.68, "learning_rate": 4.301013851206626e-05, "loss": 0.0903, "step": 1760 }, { "epoch": 0.68, "learning_rate": 4.2938740539768675e-05, "loss": 0.097, "step": 1770 }, { "epoch": 0.69, "learning_rate": 4.286734256747109e-05, "loss": 0.0984, "step": 1780 }, { "epoch": 0.69, "learning_rate": 4.2795944595173496e-05, "loss": 0.0948, "step": 1790 }, { "epoch": 0.69, "learning_rate": 4.272454662287591e-05, "loss": 0.0859, "step": 1800 }, { "epoch": 0.69, "eval_accuracy": 0.9696485623003195, "eval_loss": 0.08576656132936478, "eval_runtime": 90.8861, "eval_samples_per_second": 399.489, "eval_steps_per_second": 6.25, "step": 1800 }, { "epoch": 0.7, "learning_rate": 4.2653148650578324e-05, "loss": 0.0655, "step": 1810 }, { "epoch": 0.7, "learning_rate": 4.258175067828074e-05, "loss": 0.127, "step": 1820 }, { "epoch": 0.71, "learning_rate": 4.2517492503212915e-05, "loss": 0.1156, "step": 1830 }, { "epoch": 0.71, "learning_rate": 4.244609453091533e-05, "loss": 0.1073, "step": 1840 }, { "epoch": 0.71, "learning_rate": 4.2374696558617736e-05, "loss": 0.0966, "step": 1850 }, { "epoch": 0.72, "learning_rate": 4.230329858632015e-05, "loss": 0.0836, "step": 1860 }, { "epoch": 0.72, "learning_rate": 4.2231900614022564e-05, "loss": 0.0756, "step": 1870 }, { "epoch": 0.72, "learning_rate": 4.216050264172498e-05, "loss": 0.0901, "step": 1880 }, { "epoch": 0.73, "learning_rate": 4.208910466942739e-05, "loss": 0.1102, "step": 1890 }, { "epoch": 0.73, "learning_rate": 4.2017706697129805e-05, "loss": 0.0785, "step": 1900 }, { "epoch": 0.73, "eval_accuracy": 0.9721824391318717, "eval_loss": 0.07492977380752563, "eval_runtime": 91.7229, "eval_samples_per_second": 395.844, "eval_steps_per_second": 6.193, "step": 1900 }, { "epoch": 0.74, "learning_rate": 4.194630872483222e-05, "loss": 0.0953, "step": 1910 }, { "epoch": 0.74, "learning_rate": 4.1874910752534626e-05, "loss": 0.1098, "step": 1920 }, { "epoch": 0.74, "learning_rate": 4.180351278023704e-05, "loss": 0.0836, "step": 1930 }, { "epoch": 0.75, "learning_rate": 4.1732114807939454e-05, "loss": 0.09, "step": 1940 }, { "epoch": 0.75, "learning_rate": 4.1660716835641875e-05, "loss": 0.0823, "step": 1950 }, { "epoch": 0.76, "learning_rate": 4.158931886334428e-05, "loss": 0.0756, "step": 1960 }, { "epoch": 0.76, "learning_rate": 4.1517920891046696e-05, "loss": 0.075, "step": 1970 }, { "epoch": 0.76, "learning_rate": 4.144652291874911e-05, "loss": 0.1043, "step": 1980 }, { "epoch": 0.77, "learning_rate": 4.1375124946451524e-05, "loss": 0.0706, "step": 1990 }, { "epoch": 0.77, "learning_rate": 4.130372697415393e-05, "loss": 0.0743, "step": 2000 }, { "epoch": 0.77, "eval_accuracy": 0.9726781976423928, "eval_loss": 0.07634202390909195, "eval_runtime": 91.429, "eval_samples_per_second": 397.117, "eval_steps_per_second": 6.212, "step": 2000 }, { "epoch": 0.77, "learning_rate": 4.123232900185635e-05, "loss": 0.0634, "step": 2010 }, { "epoch": 0.78, "learning_rate": 4.1160931029558765e-05, "loss": 0.0664, "step": 2020 }, { "epoch": 0.78, "learning_rate": 4.108953305726117e-05, "loss": 0.0622, "step": 2030 }, { "epoch": 0.79, "learning_rate": 4.1018135084963587e-05, "loss": 0.0798, "step": 2040 }, { "epoch": 0.79, "learning_rate": 4.0946737112666e-05, "loss": 0.0813, "step": 2050 }, { "epoch": 0.79, "learning_rate": 4.0875339140368414e-05, "loss": 0.1109, "step": 2060 }, { "epoch": 0.8, "learning_rate": 4.080394116807083e-05, "loss": 0.0631, "step": 2070 }, { "epoch": 0.8, "learning_rate": 4.073254319577324e-05, "loss": 0.1125, "step": 2080 }, { "epoch": 0.81, "learning_rate": 4.0661145223475656e-05, "loss": 0.0944, "step": 2090 }, { "epoch": 0.81, "learning_rate": 4.058974725117807e-05, "loss": 0.0815, "step": 2100 }, { "epoch": 0.81, "eval_accuracy": 0.972760824060813, "eval_loss": 0.07654329389333725, "eval_runtime": 89.9169, "eval_samples_per_second": 403.795, "eval_steps_per_second": 6.317, "step": 2100 }, { "epoch": 0.81, "learning_rate": 4.051834927888048e-05, "loss": 0.0711, "step": 2110 }, { "epoch": 0.82, "learning_rate": 4.04469513065829e-05, "loss": 0.0659, "step": 2120 }, { "epoch": 0.82, "learning_rate": 4.037555333428531e-05, "loss": 0.0604, "step": 2130 }, { "epoch": 0.82, "learning_rate": 4.030415536198772e-05, "loss": 0.1177, "step": 2140 }, { "epoch": 0.83, "learning_rate": 4.023275738969013e-05, "loss": 0.1128, "step": 2150 }, { "epoch": 0.83, "learning_rate": 4.016135941739255e-05, "loss": 0.0633, "step": 2160 }, { "epoch": 0.84, "learning_rate": 4.008996144509496e-05, "loss": 0.0636, "step": 2170 }, { "epoch": 0.84, "learning_rate": 4.0018563472797374e-05, "loss": 0.0853, "step": 2180 }, { "epoch": 0.84, "learning_rate": 3.994716550049979e-05, "loss": 0.0733, "step": 2190 }, { "epoch": 0.85, "learning_rate": 3.98757675282022e-05, "loss": 0.0674, "step": 2200 }, { "epoch": 0.85, "eval_accuracy": 0.9702544893687342, "eval_loss": 0.08813291043043137, "eval_runtime": 89.3704, "eval_samples_per_second": 406.264, "eval_steps_per_second": 6.356, "step": 2200 }, { "epoch": 0.85, "learning_rate": 3.9804369555904616e-05, "loss": 0.1019, "step": 2210 }, { "epoch": 0.86, "learning_rate": 3.973297158360702e-05, "loss": 0.0683, "step": 2220 }, { "epoch": 0.86, "learning_rate": 3.966157361130944e-05, "loss": 0.0871, "step": 2230 }, { "epoch": 0.86, "learning_rate": 3.959017563901186e-05, "loss": 0.0929, "step": 2240 }, { "epoch": 0.87, "learning_rate": 3.951877766671427e-05, "loss": 0.0782, "step": 2250 }, { "epoch": 0.87, "learning_rate": 3.944737969441668e-05, "loss": 0.0607, "step": 2260 }, { "epoch": 0.88, "learning_rate": 3.937598172211909e-05, "loss": 0.0685, "step": 2270 }, { "epoch": 0.88, "learning_rate": 3.930458374982151e-05, "loss": 0.0913, "step": 2280 }, { "epoch": 0.88, "learning_rate": 3.923318577752392e-05, "loss": 0.1056, "step": 2290 }, { "epoch": 0.89, "learning_rate": 3.9161787805226335e-05, "loss": 0.0726, "step": 2300 }, { "epoch": 0.89, "eval_accuracy": 0.9715765120634571, "eval_loss": 0.0874953344464302, "eval_runtime": 90.7873, "eval_samples_per_second": 399.924, "eval_steps_per_second": 6.256, "step": 2300 }, { "epoch": 0.89, "learning_rate": 3.909038983292875e-05, "loss": 0.1111, "step": 2310 }, { "epoch": 0.89, "learning_rate": 3.901899186063116e-05, "loss": 0.0778, "step": 2320 }, { "epoch": 0.9, "learning_rate": 3.894759388833357e-05, "loss": 0.0833, "step": 2330 }, { "epoch": 0.9, "learning_rate": 3.8876195916035983e-05, "loss": 0.0979, "step": 2340 }, { "epoch": 0.91, "learning_rate": 3.8804797943738404e-05, "loss": 0.0758, "step": 2350 }, { "epoch": 0.91, "learning_rate": 3.873339997144082e-05, "loss": 0.0569, "step": 2360 }, { "epoch": 0.91, "learning_rate": 3.8662001999143225e-05, "loss": 0.0606, "step": 2370 }, { "epoch": 0.92, "learning_rate": 3.859060402684564e-05, "loss": 0.0694, "step": 2380 }, { "epoch": 0.92, "learning_rate": 3.851920605454805e-05, "loss": 0.0616, "step": 2390 }, { "epoch": 0.93, "learning_rate": 3.844780808225047e-05, "loss": 0.0633, "step": 2400 }, { "epoch": 0.93, "eval_accuracy": 0.972127354852925, "eval_loss": 0.09115993231534958, "eval_runtime": 91.6608, "eval_samples_per_second": 396.112, "eval_steps_per_second": 6.197, "step": 2400 }, { "epoch": 0.93, "learning_rate": 3.837641010995288e-05, "loss": 0.1006, "step": 2410 }, { "epoch": 0.93, "learning_rate": 3.8305012137655295e-05, "loss": 0.0821, "step": 2420 }, { "epoch": 0.94, "learning_rate": 3.823361416535771e-05, "loss": 0.1062, "step": 2430 }, { "epoch": 0.94, "learning_rate": 3.8162216193060116e-05, "loss": 0.0823, "step": 2440 }, { "epoch": 0.94, "learning_rate": 3.809081822076253e-05, "loss": 0.0572, "step": 2450 }, { "epoch": 0.95, "learning_rate": 3.8019420248464944e-05, "loss": 0.096, "step": 2460 }, { "epoch": 0.95, "learning_rate": 3.7948022276167364e-05, "loss": 0.0507, "step": 2470 }, { "epoch": 0.96, "learning_rate": 3.787662430386977e-05, "loss": 0.0901, "step": 2480 }, { "epoch": 0.96, "learning_rate": 3.7805226331572185e-05, "loss": 0.0749, "step": 2490 }, { "epoch": 0.96, "learning_rate": 3.77338283592746e-05, "loss": 0.0501, "step": 2500 }, { "epoch": 0.96, "eval_accuracy": 0.974991737358158, "eval_loss": 0.0743347555398941, "eval_runtime": 90.6492, "eval_samples_per_second": 400.533, "eval_steps_per_second": 6.266, "step": 2500 }, { "epoch": 0.97, "learning_rate": 3.766243038697701e-05, "loss": 0.058, "step": 2510 }, { "epoch": 0.97, "learning_rate": 3.759103241467942e-05, "loss": 0.0746, "step": 2520 }, { "epoch": 0.98, "learning_rate": 3.751963444238184e-05, "loss": 0.0688, "step": 2530 }, { "epoch": 0.98, "learning_rate": 3.7448236470084255e-05, "loss": 0.1108, "step": 2540 }, { "epoch": 0.98, "learning_rate": 3.737683849778666e-05, "loss": 0.0966, "step": 2550 }, { "epoch": 0.99, "learning_rate": 3.7305440525489076e-05, "loss": 0.0851, "step": 2560 }, { "epoch": 0.99, "learning_rate": 3.723404255319149e-05, "loss": 0.0933, "step": 2570 }, { "epoch": 0.99, "learning_rate": 3.7162644580893904e-05, "loss": 0.0466, "step": 2580 }, { "epoch": 1.0, "learning_rate": 3.709124660859632e-05, "loss": 0.0731, "step": 2590 }, { "epoch": 1.0, "learning_rate": 3.701984863629873e-05, "loss": 0.0927, "step": 2600 }, { "epoch": 1.0, "eval_accuracy": 0.9759281701002533, "eval_loss": 0.06946322321891785, "eval_runtime": 90.3507, "eval_samples_per_second": 401.857, "eval_steps_per_second": 6.287, "step": 2600 }, { "epoch": 1.01, "learning_rate": 3.6948450664001145e-05, "loss": 0.0992, "step": 2610 }, { "epoch": 1.01, "learning_rate": 3.687705269170356e-05, "loss": 0.0728, "step": 2620 }, { "epoch": 1.01, "learning_rate": 3.6805654719405966e-05, "loss": 0.0848, "step": 2630 }, { "epoch": 1.02, "learning_rate": 3.673425674710839e-05, "loss": 0.0551, "step": 2640 }, { "epoch": 1.02, "learning_rate": 3.66628587748108e-05, "loss": 0.0989, "step": 2650 }, { "epoch": 1.03, "learning_rate": 3.659146080251321e-05, "loss": 0.0914, "step": 2660 }, { "epoch": 1.03, "learning_rate": 3.652006283021562e-05, "loss": 0.0723, "step": 2670 }, { "epoch": 1.03, "learning_rate": 3.6448664857918036e-05, "loss": 0.0469, "step": 2680 }, { "epoch": 1.04, "learning_rate": 3.637726688562045e-05, "loss": 0.0751, "step": 2690 }, { "epoch": 1.04, "learning_rate": 3.6305868913322864e-05, "loss": 0.0766, "step": 2700 }, { "epoch": 1.04, "eval_accuracy": 0.9733116668502809, "eval_loss": 0.0787879079580307, "eval_runtime": 91.073, "eval_samples_per_second": 398.669, "eval_steps_per_second": 6.237, "step": 2700 }, { "epoch": 1.04, "learning_rate": 3.623447094102528e-05, "loss": 0.0656, "step": 2710 }, { "epoch": 1.05, "learning_rate": 3.616307296872769e-05, "loss": 0.0733, "step": 2720 }, { "epoch": 1.05, "learning_rate": 3.6091674996430105e-05, "loss": 0.1334, "step": 2730 }, { "epoch": 1.06, "learning_rate": 3.602027702413251e-05, "loss": 0.0432, "step": 2740 }, { "epoch": 1.06, "learning_rate": 3.5948879051834926e-05, "loss": 0.0705, "step": 2750 }, { "epoch": 1.06, "learning_rate": 3.587748107953735e-05, "loss": 0.0624, "step": 2760 }, { "epoch": 1.07, "learning_rate": 3.5806083107239754e-05, "loss": 0.0648, "step": 2770 }, { "epoch": 1.07, "learning_rate": 3.573468513494217e-05, "loss": 0.0794, "step": 2780 }, { "epoch": 1.08, "learning_rate": 3.566328716264458e-05, "loss": 0.0666, "step": 2790 }, { "epoch": 1.08, "learning_rate": 3.5591889190346996e-05, "loss": 0.0934, "step": 2800 }, { "epoch": 1.08, "eval_accuracy": 0.9753222430318387, "eval_loss": 0.06987004727125168, "eval_runtime": 90.9784, "eval_samples_per_second": 399.084, "eval_steps_per_second": 6.243, "step": 2800 }, { "epoch": 1.08, "learning_rate": 3.55204912180494e-05, "loss": 0.0569, "step": 2810 }, { "epoch": 1.09, "learning_rate": 3.5449093245751824e-05, "loss": 0.0546, "step": 2820 }, { "epoch": 1.09, "learning_rate": 3.537769527345424e-05, "loss": 0.0468, "step": 2830 }, { "epoch": 1.09, "learning_rate": 3.530629730115665e-05, "loss": 0.0709, "step": 2840 }, { "epoch": 1.1, "learning_rate": 3.523489932885906e-05, "loss": 0.0871, "step": 2850 }, { "epoch": 1.1, "learning_rate": 3.516350135656147e-05, "loss": 0.0845, "step": 2860 }, { "epoch": 1.11, "learning_rate": 3.509210338426389e-05, "loss": 0.0568, "step": 2870 }, { "epoch": 1.11, "learning_rate": 3.50207054119663e-05, "loss": 0.0398, "step": 2880 }, { "epoch": 1.11, "learning_rate": 3.4949307439668714e-05, "loss": 0.0764, "step": 2890 }, { "epoch": 1.12, "learning_rate": 3.487790946737113e-05, "loss": 0.0714, "step": 2900 }, { "epoch": 1.12, "eval_accuracy": 0.9761760493555139, "eval_loss": 0.0756218284368515, "eval_runtime": 90.5231, "eval_samples_per_second": 401.091, "eval_steps_per_second": 6.275, "step": 2900 }, { "epoch": 1.12, "learning_rate": 3.480651149507354e-05, "loss": 0.0744, "step": 2910 }, { "epoch": 1.13, "learning_rate": 3.4735113522775956e-05, "loss": 0.0621, "step": 2920 }, { "epoch": 1.13, "learning_rate": 3.466371555047837e-05, "loss": 0.0644, "step": 2930 }, { "epoch": 1.13, "learning_rate": 3.4592317578180784e-05, "loss": 0.0661, "step": 2940 }, { "epoch": 1.14, "learning_rate": 3.45209196058832e-05, "loss": 0.0804, "step": 2950 }, { "epoch": 1.14, "learning_rate": 3.4449521633585605e-05, "loss": 0.0365, "step": 2960 }, { "epoch": 1.14, "learning_rate": 3.437812366128802e-05, "loss": 0.0616, "step": 2970 }, { "epoch": 1.15, "learning_rate": 3.430672568899043e-05, "loss": 0.0744, "step": 2980 }, { "epoch": 1.15, "learning_rate": 3.423532771669285e-05, "loss": 0.1068, "step": 2990 }, { "epoch": 1.16, "learning_rate": 3.416392974439526e-05, "loss": 0.069, "step": 3000 }, { "epoch": 1.16, "eval_accuracy": 0.9706125371818883, "eval_loss": 0.08592033386230469, "eval_runtime": 90.5837, "eval_samples_per_second": 400.823, "eval_steps_per_second": 6.27, "step": 3000 }, { "epoch": 1.16, "learning_rate": 3.4092531772097675e-05, "loss": 0.0506, "step": 3010 }, { "epoch": 1.16, "learning_rate": 3.402113379980009e-05, "loss": 0.0596, "step": 3020 }, { "epoch": 1.17, "learning_rate": 3.39497358275025e-05, "loss": 0.0517, "step": 3030 }, { "epoch": 1.17, "learning_rate": 3.387833785520491e-05, "loss": 0.0581, "step": 3040 }, { "epoch": 1.18, "learning_rate": 3.380693988290733e-05, "loss": 0.0784, "step": 3050 }, { "epoch": 1.18, "learning_rate": 3.3735541910609744e-05, "loss": 0.0714, "step": 3060 }, { "epoch": 1.18, "learning_rate": 3.366414393831215e-05, "loss": 0.0753, "step": 3070 }, { "epoch": 1.19, "learning_rate": 3.3592745966014565e-05, "loss": 0.0862, "step": 3080 }, { "epoch": 1.19, "learning_rate": 3.352134799371698e-05, "loss": 0.0579, "step": 3090 }, { "epoch": 1.2, "learning_rate": 3.344995002141939e-05, "loss": 0.0702, "step": 3100 }, { "epoch": 1.2, "eval_accuracy": 0.9657926627740443, "eval_loss": 0.10006406903266907, "eval_runtime": 90.1449, "eval_samples_per_second": 402.774, "eval_steps_per_second": 6.301, "step": 3100 }, { "epoch": 1.2, "learning_rate": 3.337855204912181e-05, "loss": 0.07, "step": 3110 }, { "epoch": 1.2, "learning_rate": 3.330715407682422e-05, "loss": 0.0734, "step": 3120 }, { "epoch": 1.21, "learning_rate": 3.3235756104526635e-05, "loss": 0.0712, "step": 3130 }, { "epoch": 1.21, "learning_rate": 3.316435813222905e-05, "loss": 0.0386, "step": 3140 }, { "epoch": 1.21, "learning_rate": 3.3092960159931456e-05, "loss": 0.0595, "step": 3150 }, { "epoch": 1.22, "learning_rate": 3.3021562187633876e-05, "loss": 0.0689, "step": 3160 }, { "epoch": 1.22, "learning_rate": 3.295016421533629e-05, "loss": 0.0284, "step": 3170 }, { "epoch": 1.23, "learning_rate": 3.28787662430387e-05, "loss": 0.0703, "step": 3180 }, { "epoch": 1.23, "learning_rate": 3.280736827074111e-05, "loss": 0.0735, "step": 3190 }, { "epoch": 1.23, "learning_rate": 3.2735970298443525e-05, "loss": 0.0633, "step": 3200 }, { "epoch": 1.23, "eval_accuracy": 0.9755701222870993, "eval_loss": 0.07237298041582108, "eval_runtime": 91.1953, "eval_samples_per_second": 398.134, "eval_steps_per_second": 6.228, "step": 3200 }, { "epoch": 1.24, "learning_rate": 3.266457232614594e-05, "loss": 0.0478, "step": 3210 }, { "epoch": 1.24, "learning_rate": 3.259317435384835e-05, "loss": 0.0822, "step": 3220 }, { "epoch": 1.25, "learning_rate": 3.252177638155077e-05, "loss": 0.1011, "step": 3230 }, { "epoch": 1.25, "learning_rate": 3.245037840925318e-05, "loss": 0.0632, "step": 3240 }, { "epoch": 1.25, "learning_rate": 3.2378980436955595e-05, "loss": 0.0797, "step": 3250 }, { "epoch": 1.26, "learning_rate": 3.2314722261887765e-05, "loss": 0.0801, "step": 3260 }, { "epoch": 1.26, "learning_rate": 3.224332428959018e-05, "loss": 0.0461, "step": 3270 }, { "epoch": 1.26, "learning_rate": 3.2171926317292586e-05, "loss": 0.0475, "step": 3280 }, { "epoch": 1.27, "learning_rate": 3.2100528344995e-05, "loss": 0.058, "step": 3290 }, { "epoch": 1.27, "learning_rate": 3.202913037269742e-05, "loss": 0.0756, "step": 3300 }, { "epoch": 1.27, "eval_accuracy": 0.9744684367081635, "eval_loss": 0.07339043915271759, "eval_runtime": 88.0484, "eval_samples_per_second": 412.364, "eval_steps_per_second": 6.451, "step": 3300 }, { "epoch": 1.28, "learning_rate": 3.195773240039983e-05, "loss": 0.0627, "step": 3310 }, { "epoch": 1.28, "learning_rate": 3.188633442810224e-05, "loss": 0.0588, "step": 3320 }, { "epoch": 1.28, "learning_rate": 3.1814936455804656e-05, "loss": 0.0519, "step": 3330 }, { "epoch": 1.29, "learning_rate": 3.174353848350707e-05, "loss": 0.0782, "step": 3340 }, { "epoch": 1.29, "learning_rate": 3.1672140511209484e-05, "loss": 0.0478, "step": 3350 }, { "epoch": 1.3, "learning_rate": 3.16007425389119e-05, "loss": 0.0724, "step": 3360 }, { "epoch": 1.3, "learning_rate": 3.152934456661431e-05, "loss": 0.0507, "step": 3370 }, { "epoch": 1.3, "learning_rate": 3.1457946594316725e-05, "loss": 0.0823, "step": 3380 }, { "epoch": 1.31, "learning_rate": 3.138654862201913e-05, "loss": 0.0618, "step": 3390 }, { "epoch": 1.31, "learning_rate": 3.1315150649721546e-05, "loss": 0.0617, "step": 3400 }, { "epoch": 1.31, "eval_accuracy": 0.9746612316844773, "eval_loss": 0.07039716094732285, "eval_runtime": 89.0277, "eval_samples_per_second": 407.828, "eval_steps_per_second": 6.38, "step": 3400 }, { "epoch": 1.31, "learning_rate": 3.124375267742397e-05, "loss": 0.0858, "step": 3410 }, { "epoch": 1.32, "learning_rate": 3.117235470512638e-05, "loss": 0.0488, "step": 3420 }, { "epoch": 1.32, "learning_rate": 3.110095673282879e-05, "loss": 0.0797, "step": 3430 }, { "epoch": 1.33, "learning_rate": 3.10295587605312e-05, "loss": 0.0854, "step": 3440 }, { "epoch": 1.33, "learning_rate": 3.0958160788233616e-05, "loss": 0.0538, "step": 3450 }, { "epoch": 1.33, "learning_rate": 3.088676281593603e-05, "loss": 0.0623, "step": 3460 }, { "epoch": 1.34, "learning_rate": 3.0815364843638444e-05, "loss": 0.0721, "step": 3470 }, { "epoch": 1.34, "learning_rate": 3.074396687134086e-05, "loss": 0.0525, "step": 3480 }, { "epoch": 1.35, "learning_rate": 3.067256889904327e-05, "loss": 0.0536, "step": 3490 }, { "epoch": 1.35, "learning_rate": 3.060117092674568e-05, "loss": 0.0498, "step": 3500 }, { "epoch": 1.35, "eval_accuracy": 0.9787925526054864, "eval_loss": 0.0651274248957634, "eval_runtime": 89.6706, "eval_samples_per_second": 404.904, "eval_steps_per_second": 6.334, "step": 3500 }, { "epoch": 1.35, "learning_rate": 3.052977295444809e-05, "loss": 0.0672, "step": 3510 }, { "epoch": 1.36, "learning_rate": 3.0458374982150506e-05, "loss": 0.0921, "step": 3520 }, { "epoch": 1.36, "learning_rate": 3.0386977009852924e-05, "loss": 0.0458, "step": 3530 }, { "epoch": 1.36, "learning_rate": 3.0315579037555338e-05, "loss": 0.0378, "step": 3540 }, { "epoch": 1.37, "learning_rate": 3.0244181065257748e-05, "loss": 0.0626, "step": 3550 }, { "epoch": 1.37, "learning_rate": 3.0172783092960162e-05, "loss": 0.0553, "step": 3560 }, { "epoch": 1.38, "learning_rate": 3.0101385120662573e-05, "loss": 0.0463, "step": 3570 }, { "epoch": 1.38, "learning_rate": 3.0029987148364987e-05, "loss": 0.0667, "step": 3580 }, { "epoch": 1.38, "learning_rate": 2.9958589176067404e-05, "loss": 0.0518, "step": 3590 }, { "epoch": 1.39, "learning_rate": 2.9887191203769814e-05, "loss": 0.0668, "step": 3600 }, { "epoch": 1.39, "eval_accuracy": 0.9790955161396937, "eval_loss": 0.06246523559093475, "eval_runtime": 89.5439, "eval_samples_per_second": 405.477, "eval_steps_per_second": 6.343, "step": 3600 }, { "epoch": 1.39, "learning_rate": 2.9815793231472228e-05, "loss": 0.0554, "step": 3610 }, { "epoch": 1.4, "learning_rate": 2.974439525917464e-05, "loss": 0.0746, "step": 3620 }, { "epoch": 1.4, "learning_rate": 2.9672997286877053e-05, "loss": 0.0641, "step": 3630 }, { "epoch": 1.4, "learning_rate": 2.960159931457947e-05, "loss": 0.0699, "step": 3640 }, { "epoch": 1.41, "learning_rate": 2.9530201342281884e-05, "loss": 0.0362, "step": 3650 }, { "epoch": 1.41, "learning_rate": 2.9458803369984294e-05, "loss": 0.0663, "step": 3660 }, { "epoch": 1.41, "learning_rate": 2.9387405397686708e-05, "loss": 0.0428, "step": 3670 }, { "epoch": 1.42, "learning_rate": 2.931600742538912e-05, "loss": 0.0618, "step": 3680 }, { "epoch": 1.42, "learning_rate": 2.9244609453091533e-05, "loss": 0.0351, "step": 3690 }, { "epoch": 1.43, "learning_rate": 2.917321148079395e-05, "loss": 0.0441, "step": 3700 }, { "epoch": 1.43, "eval_accuracy": 0.9774429877712901, "eval_loss": 0.07142552733421326, "eval_runtime": 88.9935, "eval_samples_per_second": 407.985, "eval_steps_per_second": 6.382, "step": 3700 }, { "epoch": 1.43, "learning_rate": 2.910181350849636e-05, "loss": 0.0546, "step": 3710 }, { "epoch": 1.43, "learning_rate": 2.9030415536198774e-05, "loss": 0.0614, "step": 3720 }, { "epoch": 1.44, "learning_rate": 2.8959017563901185e-05, "loss": 0.055, "step": 3730 }, { "epoch": 1.44, "learning_rate": 2.88876195916036e-05, "loss": 0.0913, "step": 3740 }, { "epoch": 1.45, "learning_rate": 2.881622161930601e-05, "loss": 0.058, "step": 3750 }, { "epoch": 1.45, "learning_rate": 2.874482364700843e-05, "loss": 0.0514, "step": 3760 }, { "epoch": 1.45, "learning_rate": 2.867342567471084e-05, "loss": 0.057, "step": 3770 }, { "epoch": 1.46, "learning_rate": 2.8602027702413254e-05, "loss": 0.0508, "step": 3780 }, { "epoch": 1.46, "learning_rate": 2.8530629730115665e-05, "loss": 0.0754, "step": 3790 }, { "epoch": 1.46, "learning_rate": 2.845923175781808e-05, "loss": 0.0789, "step": 3800 }, { "epoch": 1.46, "eval_accuracy": 0.9721824391318717, "eval_loss": 0.08800222724676132, "eval_runtime": 90.4034, "eval_samples_per_second": 401.622, "eval_steps_per_second": 6.283, "step": 3800 }, { "epoch": 1.47, "learning_rate": 2.838783378552049e-05, "loss": 0.0517, "step": 3810 }, { "epoch": 1.47, "learning_rate": 2.8316435813222907e-05, "loss": 0.0461, "step": 3820 }, { "epoch": 1.48, "learning_rate": 2.824503784092532e-05, "loss": 0.0562, "step": 3830 }, { "epoch": 1.48, "learning_rate": 2.817363986862773e-05, "loss": 0.0814, "step": 3840 }, { "epoch": 1.48, "learning_rate": 2.8102241896330145e-05, "loss": 0.072, "step": 3850 }, { "epoch": 1.49, "learning_rate": 2.8030843924032556e-05, "loss": 0.0672, "step": 3860 }, { "epoch": 1.49, "learning_rate": 2.795944595173497e-05, "loss": 0.0613, "step": 3870 }, { "epoch": 1.5, "learning_rate": 2.7888047979437387e-05, "loss": 0.0503, "step": 3880 }, { "epoch": 1.5, "learning_rate": 2.78166500071398e-05, "loss": 0.0412, "step": 3890 }, { "epoch": 1.5, "learning_rate": 2.774525203484221e-05, "loss": 0.0464, "step": 3900 }, { "epoch": 1.5, "eval_accuracy": 0.9749091109397378, "eval_loss": 0.07199686020612717, "eval_runtime": 90.0683, "eval_samples_per_second": 403.116, "eval_steps_per_second": 6.306, "step": 3900 }, { "epoch": 1.51, "learning_rate": 2.7673854062544625e-05, "loss": 0.0421, "step": 3910 }, { "epoch": 1.51, "learning_rate": 2.7602456090247036e-05, "loss": 0.079, "step": 3920 }, { "epoch": 1.52, "learning_rate": 2.7531058117949453e-05, "loss": 0.0486, "step": 3930 }, { "epoch": 1.52, "learning_rate": 2.7459660145651867e-05, "loss": 0.056, "step": 3940 }, { "epoch": 1.52, "learning_rate": 2.7388262173354277e-05, "loss": 0.0489, "step": 3950 }, { "epoch": 1.53, "learning_rate": 2.731686420105669e-05, "loss": 0.0572, "step": 3960 }, { "epoch": 1.53, "learning_rate": 2.7245466228759102e-05, "loss": 0.0612, "step": 3970 }, { "epoch": 1.53, "learning_rate": 2.7174068256461516e-05, "loss": 0.07, "step": 3980 }, { "epoch": 1.54, "learning_rate": 2.7102670284163933e-05, "loss": 0.0523, "step": 3990 }, { "epoch": 1.54, "learning_rate": 2.7031272311866347e-05, "loss": 0.0532, "step": 4000 }, { "epoch": 1.54, "eval_accuracy": 0.9781590833975983, "eval_loss": 0.06813658028841019, "eval_runtime": 88.4513, "eval_samples_per_second": 410.486, "eval_steps_per_second": 6.422, "step": 4000 }, { "epoch": 1.55, "learning_rate": 2.6959874339568757e-05, "loss": 0.0531, "step": 4010 }, { "epoch": 1.55, "learning_rate": 2.688847636727117e-05, "loss": 0.0733, "step": 4020 }, { "epoch": 1.55, "learning_rate": 2.6817078394973582e-05, "loss": 0.0667, "step": 4030 }, { "epoch": 1.56, "learning_rate": 2.6745680422675996e-05, "loss": 0.0317, "step": 4040 }, { "epoch": 1.56, "learning_rate": 2.6674282450378413e-05, "loss": 0.0495, "step": 4050 }, { "epoch": 1.57, "learning_rate": 2.6602884478080824e-05, "loss": 0.0645, "step": 4060 }, { "epoch": 1.57, "learning_rate": 2.6531486505783237e-05, "loss": 0.0619, "step": 4070 }, { "epoch": 1.57, "learning_rate": 2.6460088533485648e-05, "loss": 0.049, "step": 4080 }, { "epoch": 1.58, "learning_rate": 2.6388690561188062e-05, "loss": 0.049, "step": 4090 }, { "epoch": 1.58, "learning_rate": 2.6317292588890476e-05, "loss": 0.0677, "step": 4100 }, { "epoch": 1.58, "eval_accuracy": 0.9736146303844883, "eval_loss": 0.07331439107656479, "eval_runtime": 89.6814, "eval_samples_per_second": 404.855, "eval_steps_per_second": 6.334, "step": 4100 }, { "epoch": 1.58, "learning_rate": 2.6245894616592893e-05, "loss": 0.049, "step": 4110 }, { "epoch": 1.59, "learning_rate": 2.6174496644295304e-05, "loss": 0.0612, "step": 4120 }, { "epoch": 1.59, "learning_rate": 2.6103098671997718e-05, "loss": 0.0873, "step": 4130 }, { "epoch": 1.6, "learning_rate": 2.6031700699700128e-05, "loss": 0.0255, "step": 4140 }, { "epoch": 1.6, "learning_rate": 2.5960302727402542e-05, "loss": 0.0451, "step": 4150 }, { "epoch": 1.6, "learning_rate": 2.5888904755104952e-05, "loss": 0.0516, "step": 4160 }, { "epoch": 1.61, "learning_rate": 2.581750678280737e-05, "loss": 0.0552, "step": 4170 }, { "epoch": 1.61, "learning_rate": 2.5746108810509784e-05, "loss": 0.0369, "step": 4180 }, { "epoch": 1.62, "learning_rate": 2.5674710838212198e-05, "loss": 0.0515, "step": 4190 }, { "epoch": 1.62, "learning_rate": 2.5603312865914608e-05, "loss": 0.0654, "step": 4200 }, { "epoch": 1.62, "eval_accuracy": 0.9802247438581029, "eval_loss": 0.06100200489163399, "eval_runtime": 90.286, "eval_samples_per_second": 402.144, "eval_steps_per_second": 6.291, "step": 4200 }, { "epoch": 1.62, "learning_rate": 2.5531914893617022e-05, "loss": 0.0623, "step": 4210 }, { "epoch": 1.63, "learning_rate": 2.546051692131944e-05, "loss": 0.0511, "step": 4220 }, { "epoch": 1.63, "learning_rate": 2.538911894902185e-05, "loss": 0.0539, "step": 4230 }, { "epoch": 1.63, "learning_rate": 2.5317720976724264e-05, "loss": 0.0529, "step": 4240 }, { "epoch": 1.64, "learning_rate": 2.5246323004426674e-05, "loss": 0.0585, "step": 4250 }, { "epoch": 1.64, "learning_rate": 2.5174925032129088e-05, "loss": 0.083, "step": 4260 }, { "epoch": 1.65, "learning_rate": 2.51035270598315e-05, "loss": 0.04, "step": 4270 }, { "epoch": 1.65, "learning_rate": 2.5032129087533916e-05, "loss": 0.0678, "step": 4280 }, { "epoch": 1.65, "learning_rate": 2.4960731115236326e-05, "loss": 0.0401, "step": 4290 }, { "epoch": 1.66, "learning_rate": 2.4889333142938744e-05, "loss": 0.0554, "step": 4300 }, { "epoch": 1.66, "eval_accuracy": 0.9739726781976424, "eval_loss": 0.08250666409730911, "eval_runtime": 89.9026, "eval_samples_per_second": 403.859, "eval_steps_per_second": 6.318, "step": 4300 }, { "epoch": 1.66, "learning_rate": 2.4817935170641154e-05, "loss": 0.0587, "step": 4310 }, { "epoch": 1.67, "learning_rate": 2.4746537198343568e-05, "loss": 0.0407, "step": 4320 }, { "epoch": 1.67, "learning_rate": 2.4675139226045982e-05, "loss": 0.045, "step": 4330 }, { "epoch": 1.67, "learning_rate": 2.4603741253748393e-05, "loss": 0.0786, "step": 4340 }, { "epoch": 1.68, "learning_rate": 2.453234328145081e-05, "loss": 0.0729, "step": 4350 }, { "epoch": 1.68, "learning_rate": 2.446094530915322e-05, "loss": 0.0475, "step": 4360 }, { "epoch": 1.68, "learning_rate": 2.4389547336855634e-05, "loss": 0.0646, "step": 4370 }, { "epoch": 1.69, "learning_rate": 2.4318149364558048e-05, "loss": 0.0262, "step": 4380 }, { "epoch": 1.69, "learning_rate": 2.4246751392260462e-05, "loss": 0.0527, "step": 4390 }, { "epoch": 1.7, "learning_rate": 2.4175353419962873e-05, "loss": 0.0836, "step": 4400 }, { "epoch": 1.7, "eval_accuracy": 0.9779662884212845, "eval_loss": 0.0694098174571991, "eval_runtime": 89.2762, "eval_samples_per_second": 406.693, "eval_steps_per_second": 6.362, "step": 4400 }, { "epoch": 1.7, "learning_rate": 2.410395544766529e-05, "loss": 0.0759, "step": 4410 }, { "epoch": 1.7, "learning_rate": 2.40325574753677e-05, "loss": 0.0549, "step": 4420 }, { "epoch": 1.71, "learning_rate": 2.3961159503070114e-05, "loss": 0.0318, "step": 4430 }, { "epoch": 1.71, "learning_rate": 2.3889761530772528e-05, "loss": 0.0298, "step": 4440 }, { "epoch": 1.72, "learning_rate": 2.381836355847494e-05, "loss": 0.0469, "step": 4450 }, { "epoch": 1.72, "learning_rate": 2.3746965586177353e-05, "loss": 0.0453, "step": 4460 }, { "epoch": 1.72, "learning_rate": 2.3675567613879767e-05, "loss": 0.0578, "step": 4470 }, { "epoch": 1.73, "learning_rate": 2.360416964158218e-05, "loss": 0.0424, "step": 4480 }, { "epoch": 1.73, "learning_rate": 2.353277166928459e-05, "loss": 0.0509, "step": 4490 }, { "epoch": 1.73, "learning_rate": 2.346137369698701e-05, "loss": 0.0688, "step": 4500 }, { "epoch": 1.73, "eval_accuracy": 0.9813264294370386, "eval_loss": 0.05985138192772865, "eval_runtime": 88.3381, "eval_samples_per_second": 411.012, "eval_steps_per_second": 6.43, "step": 4500 }, { "epoch": 1.74, "learning_rate": 2.338997572468942e-05, "loss": 0.0853, "step": 4510 }, { "epoch": 1.74, "learning_rate": 2.3318577752391833e-05, "loss": 0.0372, "step": 4520 }, { "epoch": 1.75, "learning_rate": 2.3247179780094247e-05, "loss": 0.0418, "step": 4530 }, { "epoch": 1.75, "learning_rate": 2.317578180779666e-05, "loss": 0.0689, "step": 4540 }, { "epoch": 1.75, "learning_rate": 2.310438383549907e-05, "loss": 0.0406, "step": 4550 }, { "epoch": 1.76, "learning_rate": 2.3032985863201485e-05, "loss": 0.0666, "step": 4560 }, { "epoch": 1.76, "learning_rate": 2.29615878909039e-05, "loss": 0.0424, "step": 4570 }, { "epoch": 1.77, "learning_rate": 2.2890189918606313e-05, "loss": 0.0533, "step": 4580 }, { "epoch": 1.77, "learning_rate": 2.2818791946308727e-05, "loss": 0.0645, "step": 4590 }, { "epoch": 1.77, "learning_rate": 2.2747393974011137e-05, "loss": 0.052, "step": 4600 }, { "epoch": 1.77, "eval_accuracy": 0.9672799383056075, "eval_loss": 0.09324605017900467, "eval_runtime": 87.8971, "eval_samples_per_second": 413.074, "eval_steps_per_second": 6.462, "step": 4600 }, { "epoch": 1.78, "learning_rate": 2.2675996001713555e-05, "loss": 0.0668, "step": 4610 }, { "epoch": 1.78, "learning_rate": 2.2604598029415965e-05, "loss": 0.0642, "step": 4620 }, { "epoch": 1.78, "learning_rate": 2.253320005711838e-05, "loss": 0.0369, "step": 4630 }, { "epoch": 1.79, "learning_rate": 2.2461802084820793e-05, "loss": 0.061, "step": 4640 }, { "epoch": 1.79, "learning_rate": 2.2390404112523207e-05, "loss": 0.0414, "step": 4650 }, { "epoch": 1.8, "learning_rate": 2.2319006140225617e-05, "loss": 0.0481, "step": 4660 }, { "epoch": 1.8, "learning_rate": 2.2247608167928035e-05, "loss": 0.0419, "step": 4670 }, { "epoch": 1.8, "learning_rate": 2.2176210195630445e-05, "loss": 0.0497, "step": 4680 }, { "epoch": 1.81, "learning_rate": 2.210481222333286e-05, "loss": 0.056, "step": 4690 }, { "epoch": 1.81, "learning_rate": 2.2033414251035273e-05, "loss": 0.0515, "step": 4700 }, { "epoch": 1.81, "eval_accuracy": 0.97590062796078, "eval_loss": 0.078504778444767, "eval_runtime": 88.0936, "eval_samples_per_second": 412.153, "eval_steps_per_second": 6.448, "step": 4700 }, { "epoch": 1.82, "learning_rate": 2.1962016278737683e-05, "loss": 0.0657, "step": 4710 }, { "epoch": 1.82, "learning_rate": 2.1890618306440097e-05, "loss": 0.0436, "step": 4720 }, { "epoch": 1.82, "learning_rate": 2.181922033414251e-05, "loss": 0.0334, "step": 4730 }, { "epoch": 1.83, "learning_rate": 2.1754962159074682e-05, "loss": 0.0672, "step": 4740 }, { "epoch": 1.83, "learning_rate": 2.1683564186777096e-05, "loss": 0.0544, "step": 4750 }, { "epoch": 1.84, "learning_rate": 2.161216621447951e-05, "loss": 0.0565, "step": 4760 }, { "epoch": 1.84, "learning_rate": 2.1540768242181923e-05, "loss": 0.0399, "step": 4770 }, { "epoch": 1.84, "learning_rate": 2.1469370269884337e-05, "loss": 0.0412, "step": 4780 }, { "epoch": 1.85, "learning_rate": 2.1397972297586748e-05, "loss": 0.082, "step": 4790 }, { "epoch": 1.85, "learning_rate": 2.1326574325289162e-05, "loss": 0.0586, "step": 4800 }, { "epoch": 1.85, "eval_accuracy": 0.9787374683265396, "eval_loss": 0.06596303731203079, "eval_runtime": 88.927, "eval_samples_per_second": 408.29, "eval_steps_per_second": 6.387, "step": 4800 }, { "epoch": 1.85, "learning_rate": 2.1255176352991576e-05, "loss": 0.0375, "step": 4810 }, { "epoch": 1.86, "learning_rate": 2.118377838069399e-05, "loss": 0.0607, "step": 4820 }, { "epoch": 1.86, "learning_rate": 2.1112380408396404e-05, "loss": 0.0518, "step": 4830 }, { "epoch": 1.87, "learning_rate": 2.1040982436098817e-05, "loss": 0.0506, "step": 4840 }, { "epoch": 1.87, "learning_rate": 2.0969584463801228e-05, "loss": 0.0759, "step": 4850 }, { "epoch": 1.87, "learning_rate": 2.0898186491503642e-05, "loss": 0.0528, "step": 4860 }, { "epoch": 1.88, "learning_rate": 2.0826788519206056e-05, "loss": 0.0468, "step": 4870 }, { "epoch": 1.88, "learning_rate": 2.075539054690847e-05, "loss": 0.0526, "step": 4880 }, { "epoch": 1.89, "learning_rate": 2.0683992574610884e-05, "loss": 0.0603, "step": 4890 }, { "epoch": 1.89, "learning_rate": 2.0612594602313294e-05, "loss": 0.056, "step": 4900 }, { "epoch": 1.89, "eval_accuracy": 0.9782692519554919, "eval_loss": 0.06120914965867996, "eval_runtime": 89.7575, "eval_samples_per_second": 404.512, "eval_steps_per_second": 6.328, "step": 4900 }, { "epoch": 1.89, "learning_rate": 2.0541196630015708e-05, "loss": 0.0524, "step": 4910 }, { "epoch": 1.9, "learning_rate": 2.0469798657718122e-05, "loss": 0.0602, "step": 4920 }, { "epoch": 1.9, "learning_rate": 2.0398400685420536e-05, "loss": 0.034, "step": 4930 }, { "epoch": 1.9, "learning_rate": 2.0327002713122946e-05, "loss": 0.0505, "step": 4940 }, { "epoch": 1.91, "learning_rate": 2.0255604740825364e-05, "loss": 0.0543, "step": 4950 }, { "epoch": 1.91, "learning_rate": 2.0184206768527774e-05, "loss": 0.0711, "step": 4960 }, { "epoch": 1.92, "learning_rate": 2.0112808796230188e-05, "loss": 0.0329, "step": 4970 }, { "epoch": 1.92, "learning_rate": 2.0041410823932602e-05, "loss": 0.057, "step": 4980 }, { "epoch": 1.92, "learning_rate": 1.9970012851635016e-05, "loss": 0.0368, "step": 4990 }, { "epoch": 1.93, "learning_rate": 1.9898614879337426e-05, "loss": 0.037, "step": 5000 }, { "epoch": 1.93, "eval_accuracy": 0.9794811060923212, "eval_loss": 0.06448051333427429, "eval_runtime": 88.8993, "eval_samples_per_second": 408.417, "eval_steps_per_second": 6.389, "step": 5000 }, { "epoch": 1.93, "learning_rate": 1.982721690703984e-05, "loss": 0.0443, "step": 5010 }, { "epoch": 1.94, "learning_rate": 1.9755818934742254e-05, "loss": 0.0611, "step": 5020 }, { "epoch": 1.94, "learning_rate": 1.9684420962444665e-05, "loss": 0.0393, "step": 5030 }, { "epoch": 1.94, "learning_rate": 1.9613022990147082e-05, "loss": 0.0419, "step": 5040 }, { "epoch": 1.95, "learning_rate": 1.9541625017849493e-05, "loss": 0.0639, "step": 5050 }, { "epoch": 1.95, "learning_rate": 1.9470227045551906e-05, "loss": 0.0389, "step": 5060 }, { "epoch": 1.95, "learning_rate": 1.939882907325432e-05, "loss": 0.0562, "step": 5070 }, { "epoch": 1.96, "learning_rate": 1.9327431100956734e-05, "loss": 0.0531, "step": 5080 }, { "epoch": 1.96, "learning_rate": 1.9256033128659148e-05, "loss": 0.0458, "step": 5090 }, { "epoch": 1.97, "learning_rate": 1.9184635156361562e-05, "loss": 0.0541, "step": 5100 }, { "epoch": 1.97, "eval_accuracy": 0.9809132973449377, "eval_loss": 0.060034461319446564, "eval_runtime": 88.5529, "eval_samples_per_second": 410.015, "eval_steps_per_second": 6.414, "step": 5100 }, { "epoch": 1.97, "learning_rate": 1.9113237184063973e-05, "loss": 0.0433, "step": 5110 }, { "epoch": 1.97, "learning_rate": 1.9041839211766387e-05, "loss": 0.0511, "step": 5120 }, { "epoch": 1.98, "learning_rate": 1.89704412394688e-05, "loss": 0.0775, "step": 5130 }, { "epoch": 1.98, "learning_rate": 1.889904326717121e-05, "loss": 0.0727, "step": 5140 }, { "epoch": 1.99, "learning_rate": 1.8827645294873628e-05, "loss": 0.0568, "step": 5150 }, { "epoch": 1.99, "learning_rate": 1.875624732257604e-05, "loss": 0.0297, "step": 5160 }, { "epoch": 1.99, "learning_rate": 1.8684849350278453e-05, "loss": 0.0344, "step": 5170 }, { "epoch": 2.0, "learning_rate": 1.8613451377980867e-05, "loss": 0.043, "step": 5180 }, { "epoch": 2.0, "learning_rate": 1.854205340568328e-05, "loss": 0.0559, "step": 5190 }, { "epoch": 2.0, "learning_rate": 1.847065543338569e-05, "loss": 0.0521, "step": 5200 }, { "epoch": 2.0, "eval_accuracy": 0.9737247989423818, "eval_loss": 0.08755724132061005, "eval_runtime": 88.2358, "eval_samples_per_second": 411.488, "eval_steps_per_second": 6.437, "step": 5200 }, { "epoch": 2.01, "learning_rate": 1.8399257461088108e-05, "loss": 0.0401, "step": 5210 }, { "epoch": 2.01, "learning_rate": 1.832785948879052e-05, "loss": 0.0459, "step": 5220 }, { "epoch": 2.02, "learning_rate": 1.8256461516492933e-05, "loss": 0.0522, "step": 5230 }, { "epoch": 2.02, "learning_rate": 1.8185063544195347e-05, "loss": 0.0439, "step": 5240 }, { "epoch": 2.02, "learning_rate": 1.8113665571897757e-05, "loss": 0.0429, "step": 5250 }, { "epoch": 2.03, "learning_rate": 1.804226759960017e-05, "loss": 0.0609, "step": 5260 }, { "epoch": 2.03, "learning_rate": 1.7970869627302585e-05, "loss": 0.039, "step": 5270 }, { "epoch": 2.04, "learning_rate": 1.7899471655005e-05, "loss": 0.0344, "step": 5280 }, { "epoch": 2.04, "learning_rate": 1.782807368270741e-05, "loss": 0.0571, "step": 5290 }, { "epoch": 2.04, "learning_rate": 1.7756675710409827e-05, "loss": 0.0352, "step": 5300 }, { "epoch": 2.04, "eval_accuracy": 0.9779662884212845, "eval_loss": 0.07093251496553421, "eval_runtime": 87.9597, "eval_samples_per_second": 412.78, "eval_steps_per_second": 6.458, "step": 5300 }, { "epoch": 2.05, "learning_rate": 1.7685277738112237e-05, "loss": 0.057, "step": 5310 }, { "epoch": 2.05, "learning_rate": 1.761387976581465e-05, "loss": 0.0661, "step": 5320 }, { "epoch": 2.05, "learning_rate": 1.7542481793517065e-05, "loss": 0.0409, "step": 5330 }, { "epoch": 2.06, "learning_rate": 1.747108382121948e-05, "loss": 0.033, "step": 5340 }, { "epoch": 2.06, "learning_rate": 1.7399685848921893e-05, "loss": 0.0579, "step": 5350 }, { "epoch": 2.07, "learning_rate": 1.7328287876624307e-05, "loss": 0.0416, "step": 5360 }, { "epoch": 2.07, "learning_rate": 1.7256889904326717e-05, "loss": 0.041, "step": 5370 }, { "epoch": 2.07, "learning_rate": 1.718549193202913e-05, "loss": 0.0378, "step": 5380 }, { "epoch": 2.08, "learning_rate": 1.7114093959731545e-05, "loss": 0.0443, "step": 5390 }, { "epoch": 2.08, "learning_rate": 1.7042695987433956e-05, "loss": 0.0498, "step": 5400 }, { "epoch": 2.08, "eval_accuracy": 0.980858213065991, "eval_loss": 0.06104397773742676, "eval_runtime": 87.7557, "eval_samples_per_second": 413.739, "eval_steps_per_second": 6.473, "step": 5400 }, { "epoch": 2.09, "learning_rate": 1.6971298015136373e-05, "loss": 0.0409, "step": 5410 }, { "epoch": 2.09, "learning_rate": 1.6899900042838783e-05, "loss": 0.0455, "step": 5420 }, { "epoch": 2.09, "learning_rate": 1.6828502070541197e-05, "loss": 0.0476, "step": 5430 }, { "epoch": 2.1, "learning_rate": 1.675710409824361e-05, "loss": 0.0351, "step": 5440 }, { "epoch": 2.1, "learning_rate": 1.6685706125946025e-05, "loss": 0.052, "step": 5450 }, { "epoch": 2.1, "learning_rate": 1.6614308153648436e-05, "loss": 0.0247, "step": 5460 }, { "epoch": 2.11, "learning_rate": 1.6542910181350853e-05, "loss": 0.0293, "step": 5470 }, { "epoch": 2.11, "learning_rate": 1.6471512209053263e-05, "loss": 0.0193, "step": 5480 }, { "epoch": 2.12, "learning_rate": 1.6400114236755677e-05, "loss": 0.0371, "step": 5490 }, { "epoch": 2.12, "learning_rate": 1.632871626445809e-05, "loss": 0.0424, "step": 5500 }, { "epoch": 2.12, "eval_accuracy": 0.9829789578054423, "eval_loss": 0.05687294527888298, "eval_runtime": 89.7152, "eval_samples_per_second": 404.703, "eval_steps_per_second": 6.331, "step": 5500 }, { "epoch": 2.12, "learning_rate": 1.6257318292160502e-05, "loss": 0.0409, "step": 5510 }, { "epoch": 2.13, "learning_rate": 1.6185920319862916e-05, "loss": 0.0682, "step": 5520 }, { "epoch": 2.13, "learning_rate": 1.611452234756533e-05, "loss": 0.0444, "step": 5530 }, { "epoch": 2.14, "learning_rate": 1.6043124375267743e-05, "loss": 0.0625, "step": 5540 }, { "epoch": 2.14, "learning_rate": 1.5971726402970154e-05, "loss": 0.0448, "step": 5550 }, { "epoch": 2.14, "learning_rate": 1.590032843067257e-05, "loss": 0.0357, "step": 5560 }, { "epoch": 2.15, "learning_rate": 1.5828930458374982e-05, "loss": 0.0374, "step": 5570 }, { "epoch": 2.15, "learning_rate": 1.5757532486077396e-05, "loss": 0.0599, "step": 5580 }, { "epoch": 2.15, "learning_rate": 1.568613451377981e-05, "loss": 0.0569, "step": 5590 }, { "epoch": 2.16, "learning_rate": 1.5614736541482224e-05, "loss": 0.0532, "step": 5600 }, { "epoch": 2.16, "eval_accuracy": 0.9820425250633469, "eval_loss": 0.06247245892882347, "eval_runtime": 89.0414, "eval_samples_per_second": 407.766, "eval_steps_per_second": 6.379, "step": 5600 }, { "epoch": 2.16, "learning_rate": 1.5543338569184637e-05, "loss": 0.0172, "step": 5610 }, { "epoch": 2.17, "learning_rate": 1.5471940596887048e-05, "loss": 0.0704, "step": 5620 }, { "epoch": 2.17, "learning_rate": 1.5400542624589462e-05, "loss": 0.0513, "step": 5630 }, { "epoch": 2.17, "learning_rate": 1.5329144652291876e-05, "loss": 0.0285, "step": 5640 }, { "epoch": 2.18, "learning_rate": 1.525774667999429e-05, "loss": 0.0303, "step": 5650 }, { "epoch": 2.18, "learning_rate": 1.5186348707696702e-05, "loss": 0.0335, "step": 5660 }, { "epoch": 2.19, "learning_rate": 1.5114950735399116e-05, "loss": 0.0463, "step": 5670 }, { "epoch": 2.19, "learning_rate": 1.5043552763101528e-05, "loss": 0.0504, "step": 5680 }, { "epoch": 2.19, "learning_rate": 1.4972154790803942e-05, "loss": 0.0596, "step": 5690 }, { "epoch": 2.2, "learning_rate": 1.4900756818506356e-05, "loss": 0.046, "step": 5700 }, { "epoch": 2.2, "eval_accuracy": 0.9842183540817451, "eval_loss": 0.051206715404987335, "eval_runtime": 88.4481, "eval_samples_per_second": 410.501, "eval_steps_per_second": 6.422, "step": 5700 }, { "epoch": 2.2, "learning_rate": 1.4829358846208768e-05, "loss": 0.0472, "step": 5710 }, { "epoch": 2.21, "learning_rate": 1.475796087391118e-05, "loss": 0.0185, "step": 5720 }, { "epoch": 2.21, "learning_rate": 1.4686562901613596e-05, "loss": 0.0282, "step": 5730 }, { "epoch": 2.21, "learning_rate": 1.4615164929316008e-05, "loss": 0.0334, "step": 5740 }, { "epoch": 2.22, "learning_rate": 1.454376695701842e-05, "loss": 0.0264, "step": 5750 }, { "epoch": 2.22, "learning_rate": 1.4472368984720836e-05, "loss": 0.0287, "step": 5760 }, { "epoch": 2.22, "learning_rate": 1.4400971012423248e-05, "loss": 0.0514, "step": 5770 }, { "epoch": 2.23, "learning_rate": 1.432957304012566e-05, "loss": 0.0553, "step": 5780 }, { "epoch": 2.23, "learning_rate": 1.4258175067828076e-05, "loss": 0.0476, "step": 5790 }, { "epoch": 2.24, "learning_rate": 1.4186777095530488e-05, "loss": 0.0453, "step": 5800 }, { "epoch": 2.24, "eval_accuracy": 0.9812988872975653, "eval_loss": 0.06078343093395233, "eval_runtime": 88.3817, "eval_samples_per_second": 410.809, "eval_steps_per_second": 6.427, "step": 5800 }, { "epoch": 2.24, "learning_rate": 1.41153791232329e-05, "loss": 0.0167, "step": 5810 }, { "epoch": 2.24, "learning_rate": 1.4043981150935314e-05, "loss": 0.0237, "step": 5820 }, { "epoch": 2.25, "learning_rate": 1.3972583178637726e-05, "loss": 0.0427, "step": 5830 }, { "epoch": 2.25, "learning_rate": 1.3901185206340139e-05, "loss": 0.0446, "step": 5840 }, { "epoch": 2.26, "learning_rate": 1.3829787234042554e-05, "loss": 0.0419, "step": 5850 }, { "epoch": 2.26, "learning_rate": 1.3758389261744966e-05, "loss": 0.037, "step": 5860 }, { "epoch": 2.26, "learning_rate": 1.3686991289447382e-05, "loss": 0.026, "step": 5870 }, { "epoch": 2.27, "learning_rate": 1.3615593317149794e-05, "loss": 0.0316, "step": 5880 }, { "epoch": 2.27, "learning_rate": 1.3544195344852207e-05, "loss": 0.0386, "step": 5890 }, { "epoch": 2.27, "learning_rate": 1.3472797372554622e-05, "loss": 0.0577, "step": 5900 }, { "epoch": 2.27, "eval_accuracy": 0.9811060923212516, "eval_loss": 0.06966891139745712, "eval_runtime": 87.7534, "eval_samples_per_second": 413.75, "eval_steps_per_second": 6.473, "step": 5900 }, { "epoch": 2.28, "learning_rate": 1.3401399400257034e-05, "loss": 0.0477, "step": 5910 }, { "epoch": 2.28, "learning_rate": 1.3330001427959447e-05, "loss": 0.0275, "step": 5920 }, { "epoch": 2.29, "learning_rate": 1.325860345566186e-05, "loss": 0.0201, "step": 5930 }, { "epoch": 2.29, "learning_rate": 1.3187205483364273e-05, "loss": 0.0274, "step": 5940 }, { "epoch": 2.29, "learning_rate": 1.3115807511066685e-05, "loss": 0.0527, "step": 5950 }, { "epoch": 2.3, "learning_rate": 1.30444095387691e-05, "loss": 0.0181, "step": 5960 }, { "epoch": 2.3, "learning_rate": 1.2973011566471513e-05, "loss": 0.0389, "step": 5970 }, { "epoch": 2.31, "learning_rate": 1.2901613594173925e-05, "loss": 0.0318, "step": 5980 }, { "epoch": 2.31, "learning_rate": 1.283021562187634e-05, "loss": 0.0236, "step": 5990 }, { "epoch": 2.31, "learning_rate": 1.2758817649578753e-05, "loss": 0.0397, "step": 6000 }, { "epoch": 2.31, "eval_accuracy": 0.981629392971246, "eval_loss": 0.06878527998924255, "eval_runtime": 87.6465, "eval_samples_per_second": 414.255, "eval_steps_per_second": 6.481, "step": 6000 }, { "epoch": 2.32, "learning_rate": 1.2687419677281165e-05, "loss": 0.0484, "step": 6010 }, { "epoch": 2.32, "learning_rate": 1.261602170498358e-05, "loss": 0.0386, "step": 6020 }, { "epoch": 2.32, "learning_rate": 1.2544623732685993e-05, "loss": 0.0399, "step": 6030 }, { "epoch": 2.33, "learning_rate": 1.2473225760388407e-05, "loss": 0.0377, "step": 6040 }, { "epoch": 2.33, "learning_rate": 1.2401827788090819e-05, "loss": 0.0306, "step": 6050 }, { "epoch": 2.34, "learning_rate": 1.2330429815793231e-05, "loss": 0.0695, "step": 6060 }, { "epoch": 2.34, "learning_rate": 1.2259031843495645e-05, "loss": 0.0438, "step": 6070 }, { "epoch": 2.34, "learning_rate": 1.2187633871198059e-05, "loss": 0.0353, "step": 6080 }, { "epoch": 2.35, "learning_rate": 1.2116235898900471e-05, "loss": 0.0499, "step": 6090 }, { "epoch": 2.35, "learning_rate": 1.2044837926602885e-05, "loss": 0.0494, "step": 6100 }, { "epoch": 2.35, "eval_accuracy": 0.9834196320370167, "eval_loss": 0.05344979837536812, "eval_runtime": 88.5338, "eval_samples_per_second": 410.103, "eval_steps_per_second": 6.416, "step": 6100 }, { "epoch": 2.36, "learning_rate": 1.1973439954305299e-05, "loss": 0.0688, "step": 6110 }, { "epoch": 2.36, "learning_rate": 1.1902041982007711e-05, "loss": 0.0364, "step": 6120 }, { "epoch": 2.36, "learning_rate": 1.1830644009710125e-05, "loss": 0.0481, "step": 6130 }, { "epoch": 2.37, "learning_rate": 1.1759246037412539e-05, "loss": 0.0293, "step": 6140 }, { "epoch": 2.37, "learning_rate": 1.1687848065114951e-05, "loss": 0.0492, "step": 6150 }, { "epoch": 2.37, "learning_rate": 1.1616450092817365e-05, "loss": 0.024, "step": 6160 }, { "epoch": 2.38, "learning_rate": 1.1545052120519779e-05, "loss": 0.0185, "step": 6170 }, { "epoch": 2.38, "learning_rate": 1.1473654148222191e-05, "loss": 0.0292, "step": 6180 }, { "epoch": 2.39, "learning_rate": 1.1402256175924603e-05, "loss": 0.0277, "step": 6190 }, { "epoch": 2.39, "learning_rate": 1.1330858203627017e-05, "loss": 0.0158, "step": 6200 }, { "epoch": 2.39, "eval_accuracy": 0.9774429877712901, "eval_loss": 0.08603409677743912, "eval_runtime": 86.9446, "eval_samples_per_second": 417.599, "eval_steps_per_second": 6.533, "step": 6200 }, { "epoch": 2.39, "learning_rate": 1.1259460231329431e-05, "loss": 0.0337, "step": 6210 }, { "epoch": 2.4, "learning_rate": 1.1188062259031843e-05, "loss": 0.0267, "step": 6220 }, { "epoch": 2.4, "learning_rate": 1.1116664286734257e-05, "loss": 0.0206, "step": 6230 }, { "epoch": 2.41, "learning_rate": 1.1045266314436671e-05, "loss": 0.046, "step": 6240 }, { "epoch": 2.41, "learning_rate": 1.0973868342139083e-05, "loss": 0.0495, "step": 6250 }, { "epoch": 2.41, "learning_rate": 1.0902470369841497e-05, "loss": 0.0524, "step": 6260 }, { "epoch": 2.42, "learning_rate": 1.0831072397543911e-05, "loss": 0.0499, "step": 6270 }, { "epoch": 2.42, "learning_rate": 1.0759674425246323e-05, "loss": 0.0133, "step": 6280 }, { "epoch": 2.42, "learning_rate": 1.0688276452948737e-05, "loss": 0.0416, "step": 6290 }, { "epoch": 2.43, "learning_rate": 1.061687848065115e-05, "loss": 0.0297, "step": 6300 }, { "epoch": 2.43, "eval_accuracy": 0.9835573427343836, "eval_loss": 0.059268660843372345, "eval_runtime": 89.1604, "eval_samples_per_second": 407.221, "eval_steps_per_second": 6.371, "step": 6300 }, { "epoch": 2.43, "learning_rate": 1.0545480508353562e-05, "loss": 0.0215, "step": 6310 }, { "epoch": 2.44, "learning_rate": 1.0474082536055976e-05, "loss": 0.0301, "step": 6320 }, { "epoch": 2.44, "learning_rate": 1.040268456375839e-05, "loss": 0.0469, "step": 6330 }, { "epoch": 2.44, "learning_rate": 1.0331286591460804e-05, "loss": 0.0338, "step": 6340 }, { "epoch": 2.45, "learning_rate": 1.0259888619163216e-05, "loss": 0.0336, "step": 6350 }, { "epoch": 2.45, "learning_rate": 1.018849064686563e-05, "loss": 0.0429, "step": 6360 }, { "epoch": 2.46, "learning_rate": 1.0117092674568044e-05, "loss": 0.0465, "step": 6370 }, { "epoch": 2.46, "learning_rate": 1.0045694702270456e-05, "loss": 0.0529, "step": 6380 }, { "epoch": 2.46, "learning_rate": 9.97429672997287e-06, "loss": 0.0525, "step": 6390 }, { "epoch": 2.47, "learning_rate": 9.902898757675284e-06, "loss": 0.055, "step": 6400 }, { "epoch": 2.47, "eval_accuracy": 0.9820976093422937, "eval_loss": 0.05791514739394188, "eval_runtime": 88.2819, "eval_samples_per_second": 411.274, "eval_steps_per_second": 6.434, "step": 6400 }, { "epoch": 2.47, "learning_rate": 9.831500785377696e-06, "loss": 0.0343, "step": 6410 }, { "epoch": 2.47, "learning_rate": 9.76010281308011e-06, "loss": 0.0356, "step": 6420 }, { "epoch": 2.48, "learning_rate": 9.688704840782522e-06, "loss": 0.043, "step": 6430 }, { "epoch": 2.48, "learning_rate": 9.617306868484934e-06, "loss": 0.0484, "step": 6440 }, { "epoch": 2.49, "learning_rate": 9.545908896187348e-06, "loss": 0.0247, "step": 6450 }, { "epoch": 2.49, "learning_rate": 9.474510923889762e-06, "loss": 0.0488, "step": 6460 }, { "epoch": 2.49, "learning_rate": 9.403112951592176e-06, "loss": 0.0322, "step": 6470 }, { "epoch": 2.5, "learning_rate": 9.331714979294588e-06, "loss": 0.0493, "step": 6480 }, { "epoch": 2.5, "learning_rate": 9.260317006997002e-06, "loss": 0.0265, "step": 6490 }, { "epoch": 2.51, "learning_rate": 9.188919034699416e-06, "loss": 0.0368, "step": 6500 }, { "epoch": 2.51, "eval_accuracy": 0.9796188167896882, "eval_loss": 0.07286185771226883, "eval_runtime": 89.8434, "eval_samples_per_second": 404.125, "eval_steps_per_second": 6.322, "step": 6500 }, { "epoch": 2.51, "learning_rate": 9.117521062401828e-06, "loss": 0.0207, "step": 6510 }, { "epoch": 2.51, "learning_rate": 9.046123090104242e-06, "loss": 0.0543, "step": 6520 }, { "epoch": 2.52, "learning_rate": 8.974725117806656e-06, "loss": 0.0397, "step": 6530 }, { "epoch": 2.52, "learning_rate": 8.903327145509068e-06, "loss": 0.0447, "step": 6540 }, { "epoch": 2.53, "learning_rate": 8.83192917321148e-06, "loss": 0.0593, "step": 6550 }, { "epoch": 2.53, "learning_rate": 8.760531200913894e-06, "loss": 0.0293, "step": 6560 }, { "epoch": 2.53, "learning_rate": 8.689133228616306e-06, "loss": 0.0223, "step": 6570 }, { "epoch": 2.54, "learning_rate": 8.61773525631872e-06, "loss": 0.0215, "step": 6580 }, { "epoch": 2.54, "learning_rate": 8.546337284021134e-06, "loss": 0.0397, "step": 6590 }, { "epoch": 2.54, "learning_rate": 8.474939311723546e-06, "loss": 0.0754, "step": 6600 }, { "epoch": 2.54, "eval_accuracy": 0.982675994271235, "eval_loss": 0.060067031532526016, "eval_runtime": 89.7498, "eval_samples_per_second": 404.547, "eval_steps_per_second": 6.329, "step": 6600 }, { "epoch": 2.55, "learning_rate": 8.40354133942596e-06, "loss": 0.0227, "step": 6610 }, { "epoch": 2.55, "learning_rate": 8.332143367128374e-06, "loss": 0.0549, "step": 6620 }, { "epoch": 2.56, "learning_rate": 8.260745394830788e-06, "loss": 0.038, "step": 6630 }, { "epoch": 2.56, "learning_rate": 8.1893474225332e-06, "loss": 0.0248, "step": 6640 }, { "epoch": 2.56, "learning_rate": 8.117949450235614e-06, "loss": 0.0248, "step": 6650 }, { "epoch": 2.57, "learning_rate": 8.046551477938028e-06, "loss": 0.0433, "step": 6660 }, { "epoch": 2.57, "learning_rate": 7.97515350564044e-06, "loss": 0.0215, "step": 6670 }, { "epoch": 2.58, "learning_rate": 7.903755533342853e-06, "loss": 0.0193, "step": 6680 }, { "epoch": 2.58, "learning_rate": 7.832357561045267e-06, "loss": 0.0287, "step": 6690 }, { "epoch": 2.58, "learning_rate": 7.760959588747679e-06, "loss": 0.0523, "step": 6700 }, { "epoch": 2.58, "eval_accuracy": 0.9824281150159745, "eval_loss": 0.059657733887434006, "eval_runtime": 89.4609, "eval_samples_per_second": 405.853, "eval_steps_per_second": 6.349, "step": 6700 }, { "epoch": 2.59, "learning_rate": 7.689561616450093e-06, "loss": 0.0223, "step": 6710 }, { "epoch": 2.59, "learning_rate": 7.618163644152507e-06, "loss": 0.0316, "step": 6720 }, { "epoch": 2.59, "learning_rate": 7.546765671854919e-06, "loss": 0.0433, "step": 6730 }, { "epoch": 2.6, "learning_rate": 7.475367699557333e-06, "loss": 0.0386, "step": 6740 }, { "epoch": 2.6, "learning_rate": 7.403969727259747e-06, "loss": 0.0248, "step": 6750 }, { "epoch": 2.61, "learning_rate": 7.33257175496216e-06, "loss": 0.0254, "step": 6760 }, { "epoch": 2.61, "learning_rate": 7.261173782664573e-06, "loss": 0.0277, "step": 6770 }, { "epoch": 2.61, "learning_rate": 7.189775810366986e-06, "loss": 0.0531, "step": 6780 }, { "epoch": 2.62, "learning_rate": 7.1183778380694e-06, "loss": 0.0488, "step": 6790 }, { "epoch": 2.62, "learning_rate": 7.046979865771812e-06, "loss": 0.0433, "step": 6800 }, { "epoch": 2.62, "eval_accuracy": 0.9840531012449047, "eval_loss": 0.05469777435064316, "eval_runtime": 89.6994, "eval_samples_per_second": 404.774, "eval_steps_per_second": 6.332, "step": 6800 }, { "epoch": 2.63, "learning_rate": 6.975581893474226e-06, "loss": 0.028, "step": 6810 }, { "epoch": 2.63, "learning_rate": 6.904183921176639e-06, "loss": 0.0334, "step": 6820 }, { "epoch": 2.63, "learning_rate": 6.832785948879052e-06, "loss": 0.0361, "step": 6830 }, { "epoch": 2.64, "learning_rate": 6.761387976581465e-06, "loss": 0.0252, "step": 6840 }, { "epoch": 2.64, "learning_rate": 6.689990004283879e-06, "loss": 0.0481, "step": 6850 }, { "epoch": 2.64, "learning_rate": 6.618592031986291e-06, "loss": 0.0304, "step": 6860 }, { "epoch": 2.65, "learning_rate": 6.547194059688705e-06, "loss": 0.0329, "step": 6870 }, { "epoch": 2.65, "learning_rate": 6.475796087391119e-06, "loss": 0.052, "step": 6880 }, { "epoch": 2.66, "learning_rate": 6.404398115093532e-06, "loss": 0.0502, "step": 6890 }, { "epoch": 2.66, "learning_rate": 6.333000142795944e-06, "loss": 0.0164, "step": 6900 }, { "epoch": 2.66, "eval_accuracy": 0.9827310785501818, "eval_loss": 0.06196733936667442, "eval_runtime": 88.1689, "eval_samples_per_second": 411.8, "eval_steps_per_second": 6.442, "step": 6900 }, { "epoch": 2.66, "learning_rate": 6.261602170498358e-06, "loss": 0.03, "step": 6910 }, { "epoch": 2.67, "learning_rate": 6.190204198200771e-06, "loss": 0.0354, "step": 6920 }, { "epoch": 2.67, "learning_rate": 6.118806225903185e-06, "loss": 0.039, "step": 6930 }, { "epoch": 2.68, "learning_rate": 6.047408253605598e-06, "loss": 0.0348, "step": 6940 }, { "epoch": 2.68, "learning_rate": 5.976010281308011e-06, "loss": 0.0271, "step": 6950 }, { "epoch": 2.68, "learning_rate": 5.904612309010424e-06, "loss": 0.029, "step": 6960 }, { "epoch": 2.69, "learning_rate": 5.833214336712837e-06, "loss": 0.0201, "step": 6970 }, { "epoch": 2.69, "learning_rate": 5.761816364415251e-06, "loss": 0.0204, "step": 6980 }, { "epoch": 2.69, "learning_rate": 5.690418392117664e-06, "loss": 0.0405, "step": 6990 }, { "epoch": 2.7, "learning_rate": 5.619020419820077e-06, "loss": 0.015, "step": 7000 }, { "epoch": 2.7, "eval_accuracy": 0.9822353200396606, "eval_loss": 0.0639323964715004, "eval_runtime": 89.1796, "eval_samples_per_second": 407.133, "eval_steps_per_second": 6.369, "step": 7000 }, { "epoch": 2.7, "learning_rate": 5.54762244752249e-06, "loss": 0.0448, "step": 7010 }, { "epoch": 2.71, "learning_rate": 5.4762244752249035e-06, "loss": 0.0563, "step": 7020 }, { "epoch": 2.71, "learning_rate": 5.4048265029273165e-06, "loss": 0.0236, "step": 7030 }, { "epoch": 2.71, "learning_rate": 5.3334285306297304e-06, "loss": 0.0325, "step": 7040 }, { "epoch": 2.72, "learning_rate": 5.2620305583321435e-06, "loss": 0.0381, "step": 7050 }, { "epoch": 2.72, "learning_rate": 5.190632586034557e-06, "loss": 0.0265, "step": 7060 }, { "epoch": 2.73, "learning_rate": 5.1192346137369705e-06, "loss": 0.0286, "step": 7070 }, { "epoch": 2.73, "learning_rate": 5.047836641439383e-06, "loss": 0.0547, "step": 7080 }, { "epoch": 2.73, "learning_rate": 4.976438669141797e-06, "loss": 0.028, "step": 7090 }, { "epoch": 2.74, "learning_rate": 4.90504069684421e-06, "loss": 0.0415, "step": 7100 }, { "epoch": 2.74, "eval_accuracy": 0.9836675112922771, "eval_loss": 0.05758131295442581, "eval_runtime": 85.956, "eval_samples_per_second": 422.402, "eval_steps_per_second": 6.608, "step": 7100 }, { "epoch": 2.74, "learning_rate": 4.8336427245466236e-06, "loss": 0.0102, "step": 7110 }, { "epoch": 2.74, "learning_rate": 4.762244752249037e-06, "loss": 0.0515, "step": 7120 }, { "epoch": 2.75, "learning_rate": 4.69084677995145e-06, "loss": 0.0223, "step": 7130 }, { "epoch": 2.75, "learning_rate": 4.619448807653863e-06, "loss": 0.0471, "step": 7140 }, { "epoch": 2.76, "learning_rate": 4.548050835356276e-06, "loss": 0.0318, "step": 7150 }, { "epoch": 2.76, "learning_rate": 4.476652863058689e-06, "loss": 0.0568, "step": 7160 }, { "epoch": 2.76, "learning_rate": 4.405254890761103e-06, "loss": 0.026, "step": 7170 }, { "epoch": 2.77, "learning_rate": 4.333856918463516e-06, "loss": 0.0229, "step": 7180 }, { "epoch": 2.77, "learning_rate": 4.26245894616593e-06, "loss": 0.0083, "step": 7190 }, { "epoch": 2.78, "learning_rate": 4.191060973868342e-06, "loss": 0.0257, "step": 7200 }, { "epoch": 2.78, "eval_accuracy": 0.9820425250633469, "eval_loss": 0.06198680028319359, "eval_runtime": 89.7768, "eval_samples_per_second": 404.425, "eval_steps_per_second": 6.327, "step": 7200 }, { "epoch": 2.78, "learning_rate": 4.119663001570755e-06, "loss": 0.0413, "step": 7210 }, { "epoch": 2.78, "learning_rate": 4.048265029273169e-06, "loss": 0.0401, "step": 7220 }, { "epoch": 2.79, "learning_rate": 3.976867056975582e-06, "loss": 0.028, "step": 7230 }, { "epoch": 2.79, "learning_rate": 3.905469084677996e-06, "loss": 0.0359, "step": 7240 }, { "epoch": 2.79, "learning_rate": 3.834071112380409e-06, "loss": 0.0389, "step": 7250 }, { "epoch": 2.8, "learning_rate": 3.7626731400828216e-06, "loss": 0.0481, "step": 7260 }, { "epoch": 2.8, "learning_rate": 3.6912751677852355e-06, "loss": 0.0252, "step": 7270 }, { "epoch": 2.81, "learning_rate": 3.619877195487648e-06, "loss": 0.031, "step": 7280 }, { "epoch": 2.81, "learning_rate": 3.548479223190061e-06, "loss": 0.0459, "step": 7290 }, { "epoch": 2.81, "learning_rate": 3.477081250892475e-06, "loss": 0.0268, "step": 7300 }, { "epoch": 2.81, "eval_accuracy": 0.9836675112922771, "eval_loss": 0.05676598474383354, "eval_runtime": 89.3838, "eval_samples_per_second": 406.203, "eval_steps_per_second": 6.355, "step": 7300 }, { "epoch": 2.82, "learning_rate": 3.4056832785948877e-06, "loss": 0.0173, "step": 7310 }, { "epoch": 2.82, "learning_rate": 3.3342853062973016e-06, "loss": 0.0208, "step": 7320 }, { "epoch": 2.83, "learning_rate": 3.2628873339997147e-06, "loss": 0.0436, "step": 7330 }, { "epoch": 2.83, "learning_rate": 3.1914893617021277e-06, "loss": 0.052, "step": 7340 }, { "epoch": 2.83, "learning_rate": 3.120091389404541e-06, "loss": 0.0369, "step": 7350 }, { "epoch": 2.84, "learning_rate": 3.0486934171069543e-06, "loss": 0.0535, "step": 7360 }, { "epoch": 2.84, "learning_rate": 2.9772954448093674e-06, "loss": 0.0471, "step": 7370 }, { "epoch": 2.85, "learning_rate": 2.905897472511781e-06, "loss": 0.053, "step": 7380 }, { "epoch": 2.85, "learning_rate": 2.8344995002141943e-06, "loss": 0.0313, "step": 7390 }, { "epoch": 2.85, "learning_rate": 2.7631015279166074e-06, "loss": 0.043, "step": 7400 }, { "epoch": 2.85, "eval_accuracy": 0.9836399691528038, "eval_loss": 0.05576753616333008, "eval_runtime": 88.288, "eval_samples_per_second": 411.245, "eval_steps_per_second": 6.433, "step": 7400 }, { "epoch": 2.86, "learning_rate": 2.6917035556190204e-06, "loss": 0.041, "step": 7410 }, { "epoch": 2.86, "learning_rate": 2.620305583321434e-06, "loss": 0.0149, "step": 7420 }, { "epoch": 2.86, "learning_rate": 2.548907611023847e-06, "loss": 0.0232, "step": 7430 }, { "epoch": 2.87, "learning_rate": 2.47750963872626e-06, "loss": 0.0299, "step": 7440 }, { "epoch": 2.87, "learning_rate": 2.4061116664286735e-06, "loss": 0.0189, "step": 7450 }, { "epoch": 2.88, "learning_rate": 2.334713694131087e-06, "loss": 0.0296, "step": 7460 }, { "epoch": 2.88, "learning_rate": 2.2633157218335e-06, "loss": 0.0243, "step": 7470 }, { "epoch": 2.88, "learning_rate": 2.191917749535913e-06, "loss": 0.0561, "step": 7480 }, { "epoch": 2.89, "learning_rate": 2.1205197772383266e-06, "loss": 0.0445, "step": 7490 }, { "epoch": 2.89, "learning_rate": 2.0491218049407397e-06, "loss": 0.0339, "step": 7500 }, { "epoch": 2.89, "eval_accuracy": 0.9839429326870112, "eval_loss": 0.0554034560918808, "eval_runtime": 90.0961, "eval_samples_per_second": 402.992, "eval_steps_per_second": 6.304, "step": 7500 }, { "epoch": 2.9, "learning_rate": 1.977723832643153e-06, "loss": 0.0334, "step": 7510 }, { "epoch": 2.9, "learning_rate": 1.9063258603455664e-06, "loss": 0.0416, "step": 7520 }, { "epoch": 2.9, "learning_rate": 1.8349278880479795e-06, "loss": 0.0257, "step": 7530 }, { "epoch": 2.91, "learning_rate": 1.7635299157503928e-06, "loss": 0.0394, "step": 7540 }, { "epoch": 2.91, "learning_rate": 1.692131943452806e-06, "loss": 0.0485, "step": 7550 }, { "epoch": 2.91, "learning_rate": 1.6207339711552195e-06, "loss": 0.0332, "step": 7560 }, { "epoch": 2.92, "learning_rate": 1.5493359988576326e-06, "loss": 0.0299, "step": 7570 }, { "epoch": 2.92, "learning_rate": 1.4779380265600456e-06, "loss": 0.0285, "step": 7580 }, { "epoch": 2.93, "learning_rate": 1.4065400542624591e-06, "loss": 0.0366, "step": 7590 }, { "epoch": 2.93, "learning_rate": 1.3351420819648722e-06, "loss": 0.0263, "step": 7600 }, { "epoch": 2.93, "eval_accuracy": 0.9836950534317506, "eval_loss": 0.05521493777632713, "eval_runtime": 88.8813, "eval_samples_per_second": 408.5, "eval_steps_per_second": 6.391, "step": 7600 }, { "epoch": 2.93, "learning_rate": 1.2637441096672855e-06, "loss": 0.0339, "step": 7610 }, { "epoch": 2.94, "learning_rate": 1.1923461373696987e-06, "loss": 0.0348, "step": 7620 }, { "epoch": 2.94, "learning_rate": 1.120948165072112e-06, "loss": 0.0366, "step": 7630 }, { "epoch": 2.95, "learning_rate": 1.0495501927745253e-06, "loss": 0.037, "step": 7640 }, { "epoch": 2.95, "learning_rate": 9.781522204769385e-07, "loss": 0.0444, "step": 7650 }, { "epoch": 2.95, "learning_rate": 9.067542481793518e-07, "loss": 0.0304, "step": 7660 }, { "epoch": 2.96, "learning_rate": 8.35356275881765e-07, "loss": 0.0253, "step": 7670 }, { "epoch": 2.96, "learning_rate": 7.639583035841782e-07, "loss": 0.0412, "step": 7680 }, { "epoch": 2.96, "learning_rate": 6.925603312865915e-07, "loss": 0.0289, "step": 7690 }, { "epoch": 2.97, "learning_rate": 6.211623589890047e-07, "loss": 0.0428, "step": 7700 }, { "epoch": 2.97, "eval_accuracy": 0.9842458962212185, "eval_loss": 0.0534803606569767, "eval_runtime": 90.2141, "eval_samples_per_second": 402.465, "eval_steps_per_second": 6.296, "step": 7700 }, { "epoch": 2.97, "learning_rate": 5.49764386691418e-07, "loss": 0.0308, "step": 7710 }, { "epoch": 2.98, "learning_rate": 4.783664143938312e-07, "loss": 0.0349, "step": 7720 }, { "epoch": 2.98, "learning_rate": 4.0696844209624455e-07, "loss": 0.0304, "step": 7730 }, { "epoch": 2.98, "learning_rate": 3.355704697986577e-07, "loss": 0.0204, "step": 7740 }, { "epoch": 2.99, "learning_rate": 2.64172497501071e-07, "loss": 0.0286, "step": 7750 }, { "epoch": 2.99, "learning_rate": 1.9277452520348424e-07, "loss": 0.0418, "step": 7760 }, { "epoch": 3.0, "learning_rate": 1.2137655290589748e-07, "loss": 0.0297, "step": 7770 }, { "epoch": 3.0, "learning_rate": 4.9978580608310726e-08, "loss": 0.0336, "step": 7780 }, { "epoch": 3.0, "step": 7782, "total_flos": 1.6202290803162218e+19, "train_loss": 0.0875718877881773, "train_runtime": 10188.5801, "train_samples_per_second": 48.879, "train_steps_per_second": 0.764 } ], "logging_steps": 10, "max_steps": 7782, "num_train_epochs": 3, "save_steps": 100, "total_flos": 1.6202290803162218e+19, "trial_name": null, "trial_params": null }