diff --git "a/trainer_state.json" "b/trainer_state.json" new file mode 100644--- /dev/null +++ "b/trainer_state.json" @@ -0,0 +1,10213 @@ +{ + "best_metric": 0.9940476190476191, + "best_model_checkpoint": "vit-base-patch16-224-finetuned-main-gpu-30e-final/checkpoint-15979", + "epoch": 29.99909338168631, + "global_step": 16530, + "is_hyper_param_search": false, + "is_local_process_zero": true, + "is_world_process_zero": true, + "log_history": [ + { + "epoch": 0.02, + "learning_rate": 3.0248033877797943e-07, + "loss": 1.4755, + "step": 10 + }, + { + "epoch": 0.04, + "learning_rate": 6.049606775559589e-07, + "loss": 1.4788, + "step": 20 + }, + { + "epoch": 0.05, + "learning_rate": 9.074410163339384e-07, + "loss": 1.4525, + "step": 30 + }, + { + "epoch": 0.07, + "learning_rate": 1.2099213551119177e-06, + "loss": 1.3702, + "step": 40 + }, + { + "epoch": 0.09, + "learning_rate": 1.5124016938898973e-06, + "loss": 1.3018, + "step": 50 + }, + { + "epoch": 0.11, + "learning_rate": 1.8148820326678768e-06, + "loss": 1.2006, + "step": 60 + }, + { + "epoch": 0.13, + "learning_rate": 2.1173623714458564e-06, + "loss": 1.1279, + "step": 70 + }, + { + "epoch": 0.15, + "learning_rate": 2.4198427102238355e-06, + "loss": 1.0402, + "step": 80 + }, + { + "epoch": 0.16, + "learning_rate": 2.722323049001815e-06, + "loss": 0.9743, + "step": 90 + }, + { + "epoch": 0.18, + "learning_rate": 3.0248033877797946e-06, + "loss": 0.9197, + "step": 100 + }, + { + "epoch": 0.2, + "learning_rate": 3.327283726557774e-06, + "loss": 0.876, + "step": 110 + }, + { + "epoch": 0.22, + "learning_rate": 3.6297640653357536e-06, + "loss": 0.8733, + "step": 120 + }, + { + "epoch": 0.24, + "learning_rate": 3.932244404113733e-06, + "loss": 0.8408, + "step": 130 + }, + { + "epoch": 0.25, + "learning_rate": 4.234724742891713e-06, + "loss": 0.8088, + "step": 140 + }, + { + "epoch": 0.27, + "learning_rate": 4.537205081669692e-06, + "loss": 0.7937, + "step": 150 + }, + { + "epoch": 0.29, + "learning_rate": 4.839685420447671e-06, + "loss": 0.7814, + "step": 160 + }, + { + "epoch": 0.31, + "learning_rate": 5.142165759225651e-06, + "loss": 0.7276, + "step": 170 + }, + { + "epoch": 0.33, + "learning_rate": 5.44464609800363e-06, + "loss": 0.7215, + "step": 180 + }, + { + "epoch": 0.34, + "learning_rate": 5.747126436781609e-06, + "loss": 0.7441, + "step": 190 + }, + { + "epoch": 0.36, + "learning_rate": 6.049606775559589e-06, + "loss": 0.7327, + "step": 200 + }, + { + "epoch": 0.38, + "learning_rate": 6.352087114337568e-06, + "loss": 0.7344, + "step": 210 + }, + { + "epoch": 0.4, + "learning_rate": 6.654567453115548e-06, + "loss": 0.7162, + "step": 220 + }, + { + "epoch": 0.42, + "learning_rate": 6.957047791893527e-06, + "loss": 0.6783, + "step": 230 + }, + { + "epoch": 0.44, + "learning_rate": 7.259528130671507e-06, + "loss": 0.6718, + "step": 240 + }, + { + "epoch": 0.45, + "learning_rate": 7.5620084694494855e-06, + "loss": 0.6663, + "step": 250 + }, + { + "epoch": 0.47, + "learning_rate": 7.864488808227466e-06, + "loss": 0.6409, + "step": 260 + }, + { + "epoch": 0.49, + "learning_rate": 8.166969147005445e-06, + "loss": 0.6604, + "step": 270 + }, + { + "epoch": 0.51, + "learning_rate": 8.469449485783425e-06, + "loss": 0.6318, + "step": 280 + }, + { + "epoch": 0.53, + "learning_rate": 8.771929824561403e-06, + "loss": 0.6526, + "step": 290 + }, + { + "epoch": 0.54, + "learning_rate": 9.074410163339384e-06, + "loss": 0.6502, + "step": 300 + }, + { + "epoch": 0.56, + "learning_rate": 9.376890502117363e-06, + "loss": 0.6449, + "step": 310 + }, + { + "epoch": 0.58, + "learning_rate": 9.679370840895342e-06, + "loss": 0.601, + "step": 320 + }, + { + "epoch": 0.6, + "learning_rate": 9.981851179673321e-06, + "loss": 0.5727, + "step": 330 + }, + { + "epoch": 0.62, + "learning_rate": 1.0284331518451302e-05, + "loss": 0.6081, + "step": 340 + }, + { + "epoch": 0.63, + "learning_rate": 1.0586811857229281e-05, + "loss": 0.5953, + "step": 350 + }, + { + "epoch": 0.65, + "learning_rate": 1.088929219600726e-05, + "loss": 0.5768, + "step": 360 + }, + { + "epoch": 0.67, + "learning_rate": 1.1191772534785241e-05, + "loss": 0.5715, + "step": 370 + }, + { + "epoch": 0.69, + "learning_rate": 1.1494252873563218e-05, + "loss": 0.5973, + "step": 380 + }, + { + "epoch": 0.71, + "learning_rate": 1.1796733212341199e-05, + "loss": 0.5973, + "step": 390 + }, + { + "epoch": 0.73, + "learning_rate": 1.2099213551119178e-05, + "loss": 0.5756, + "step": 400 + }, + { + "epoch": 0.74, + "learning_rate": 1.2401693889897157e-05, + "loss": 0.5622, + "step": 410 + }, + { + "epoch": 0.76, + "learning_rate": 1.2704174228675136e-05, + "loss": 0.596, + "step": 420 + }, + { + "epoch": 0.78, + "learning_rate": 1.3006654567453117e-05, + "loss": 0.5729, + "step": 430 + }, + { + "epoch": 0.8, + "learning_rate": 1.3309134906231096e-05, + "loss": 0.5337, + "step": 440 + }, + { + "epoch": 0.82, + "learning_rate": 1.3611615245009074e-05, + "loss": 0.5514, + "step": 450 + }, + { + "epoch": 0.83, + "learning_rate": 1.3914095583787055e-05, + "loss": 0.5525, + "step": 460 + }, + { + "epoch": 0.85, + "learning_rate": 1.4216575922565034e-05, + "loss": 0.5209, + "step": 470 + }, + { + "epoch": 0.87, + "learning_rate": 1.4519056261343015e-05, + "loss": 0.5393, + "step": 480 + }, + { + "epoch": 0.89, + "learning_rate": 1.4821536600120992e-05, + "loss": 0.5156, + "step": 490 + }, + { + "epoch": 0.91, + "learning_rate": 1.5124016938898971e-05, + "loss": 0.5396, + "step": 500 + }, + { + "epoch": 0.92, + "learning_rate": 1.542649727767695e-05, + "loss": 0.5734, + "step": 510 + }, + { + "epoch": 0.94, + "learning_rate": 1.572897761645493e-05, + "loss": 0.5133, + "step": 520 + }, + { + "epoch": 0.96, + "learning_rate": 1.6031457955232912e-05, + "loss": 0.4997, + "step": 530 + }, + { + "epoch": 0.98, + "learning_rate": 1.633393829401089e-05, + "loss": 0.5118, + "step": 540 + }, + { + "epoch": 1.0, + "learning_rate": 1.663641863278887e-05, + "loss": 0.5113, + "step": 550 + }, + { + "epoch": 1.0, + "eval_accuracy": 0.797108843537415, + "eval_loss": 0.4745405316352844, + "eval_runtime": 88.6392, + "eval_samples_per_second": 132.673, + "eval_steps_per_second": 4.152, + "step": 551 + }, + { + "epoch": 1.02, + "learning_rate": 1.693889897156685e-05, + "loss": 0.5527, + "step": 560 + }, + { + "epoch": 1.03, + "learning_rate": 1.7241379310344828e-05, + "loss": 0.4961, + "step": 570 + }, + { + "epoch": 1.05, + "learning_rate": 1.7543859649122806e-05, + "loss": 0.4813, + "step": 580 + }, + { + "epoch": 1.07, + "learning_rate": 1.7846339987900787e-05, + "loss": 0.4942, + "step": 590 + }, + { + "epoch": 1.09, + "learning_rate": 1.8148820326678767e-05, + "loss": 0.5071, + "step": 600 + }, + { + "epoch": 1.11, + "learning_rate": 1.8451300665456748e-05, + "loss": 0.49, + "step": 610 + }, + { + "epoch": 1.13, + "learning_rate": 1.8753781004234726e-05, + "loss": 0.4658, + "step": 620 + }, + { + "epoch": 1.14, + "learning_rate": 1.9056261343012703e-05, + "loss": 0.4801, + "step": 630 + }, + { + "epoch": 1.16, + "learning_rate": 1.9358741681790684e-05, + "loss": 0.4607, + "step": 640 + }, + { + "epoch": 1.18, + "learning_rate": 1.9661222020568665e-05, + "loss": 0.4489, + "step": 650 + }, + { + "epoch": 1.2, + "learning_rate": 1.9963702359346642e-05, + "loss": 0.4627, + "step": 660 + }, + { + "epoch": 1.22, + "learning_rate": 2.0266182698124623e-05, + "loss": 0.465, + "step": 670 + }, + { + "epoch": 1.23, + "learning_rate": 2.0568663036902604e-05, + "loss": 0.4495, + "step": 680 + }, + { + "epoch": 1.25, + "learning_rate": 2.087114337568058e-05, + "loss": 0.4746, + "step": 690 + }, + { + "epoch": 1.27, + "learning_rate": 2.1173623714458562e-05, + "loss": 0.4774, + "step": 700 + }, + { + "epoch": 1.29, + "learning_rate": 2.147610405323654e-05, + "loss": 0.4397, + "step": 710 + }, + { + "epoch": 1.31, + "learning_rate": 2.177858439201452e-05, + "loss": 0.4547, + "step": 720 + }, + { + "epoch": 1.32, + "learning_rate": 2.20810647307925e-05, + "loss": 0.4415, + "step": 730 + }, + { + "epoch": 1.34, + "learning_rate": 2.2383545069570482e-05, + "loss": 0.4453, + "step": 740 + }, + { + "epoch": 1.36, + "learning_rate": 2.2686025408348456e-05, + "loss": 0.464, + "step": 750 + }, + { + "epoch": 1.38, + "learning_rate": 2.2988505747126437e-05, + "loss": 0.3787, + "step": 760 + }, + { + "epoch": 1.4, + "learning_rate": 2.3290986085904417e-05, + "loss": 0.4344, + "step": 770 + }, + { + "epoch": 1.42, + "learning_rate": 2.3593466424682398e-05, + "loss": 0.426, + "step": 780 + }, + { + "epoch": 1.43, + "learning_rate": 2.3895946763460376e-05, + "loss": 0.4089, + "step": 790 + }, + { + "epoch": 1.45, + "learning_rate": 2.4198427102238356e-05, + "loss": 0.4195, + "step": 800 + }, + { + "epoch": 1.47, + "learning_rate": 2.4500907441016334e-05, + "loss": 0.4056, + "step": 810 + }, + { + "epoch": 1.49, + "learning_rate": 2.4803387779794315e-05, + "loss": 0.4241, + "step": 820 + }, + { + "epoch": 1.51, + "learning_rate": 2.5105868118572295e-05, + "loss": 0.3987, + "step": 830 + }, + { + "epoch": 1.52, + "learning_rate": 2.5408348457350273e-05, + "loss": 0.4178, + "step": 840 + }, + { + "epoch": 1.54, + "learning_rate": 2.571082879612825e-05, + "loss": 0.4039, + "step": 850 + }, + { + "epoch": 1.56, + "learning_rate": 2.6013309134906235e-05, + "loss": 0.428, + "step": 860 + }, + { + "epoch": 1.58, + "learning_rate": 2.6315789473684212e-05, + "loss": 0.4004, + "step": 870 + }, + { + "epoch": 1.6, + "learning_rate": 2.6618269812462193e-05, + "loss": 0.4399, + "step": 880 + }, + { + "epoch": 1.61, + "learning_rate": 2.692075015124017e-05, + "loss": 0.414, + "step": 890 + }, + { + "epoch": 1.63, + "learning_rate": 2.7223230490018148e-05, + "loss": 0.3833, + "step": 900 + }, + { + "epoch": 1.65, + "learning_rate": 2.7525710828796132e-05, + "loss": 0.4077, + "step": 910 + }, + { + "epoch": 1.67, + "learning_rate": 2.782819116757411e-05, + "loss": 0.404, + "step": 920 + }, + { + "epoch": 1.69, + "learning_rate": 2.813067150635209e-05, + "loss": 0.3873, + "step": 930 + }, + { + "epoch": 1.71, + "learning_rate": 2.8433151845130067e-05, + "loss": 0.3897, + "step": 940 + }, + { + "epoch": 1.72, + "learning_rate": 2.8735632183908045e-05, + "loss": 0.4044, + "step": 950 + }, + { + "epoch": 1.74, + "learning_rate": 2.903811252268603e-05, + "loss": 0.3742, + "step": 960 + }, + { + "epoch": 1.76, + "learning_rate": 2.9340592861464007e-05, + "loss": 0.3996, + "step": 970 + }, + { + "epoch": 1.78, + "learning_rate": 2.9643073200241984e-05, + "loss": 0.3959, + "step": 980 + }, + { + "epoch": 1.8, + "learning_rate": 2.9945553539019965e-05, + "loss": 0.3588, + "step": 990 + }, + { + "epoch": 1.81, + "learning_rate": 3.0248033877797942e-05, + "loss": 0.3762, + "step": 1000 + }, + { + "epoch": 1.83, + "learning_rate": 3.0550514216575926e-05, + "loss": 0.3864, + "step": 1010 + }, + { + "epoch": 1.85, + "learning_rate": 3.08529945553539e-05, + "loss": 0.3552, + "step": 1020 + }, + { + "epoch": 1.87, + "learning_rate": 3.115547489413188e-05, + "loss": 0.3519, + "step": 1030 + }, + { + "epoch": 1.89, + "learning_rate": 3.145795523290986e-05, + "loss": 0.3989, + "step": 1040 + }, + { + "epoch": 1.9, + "learning_rate": 3.176043557168784e-05, + "loss": 0.3591, + "step": 1050 + }, + { + "epoch": 1.92, + "learning_rate": 3.2062915910465824e-05, + "loss": 0.3787, + "step": 1060 + }, + { + "epoch": 1.94, + "learning_rate": 3.2365396249243804e-05, + "loss": 0.3306, + "step": 1070 + }, + { + "epoch": 1.96, + "learning_rate": 3.266787658802178e-05, + "loss": 0.3387, + "step": 1080 + }, + { + "epoch": 1.98, + "learning_rate": 3.297035692679976e-05, + "loss": 0.359, + "step": 1090 + }, + { + "epoch": 2.0, + "learning_rate": 3.327283726557774e-05, + "loss": 0.3409, + "step": 1100 + }, + { + "epoch": 2.0, + "eval_accuracy": 0.8960884353741496, + "eval_loss": 0.26969781517982483, + "eval_runtime": 90.8852, + "eval_samples_per_second": 129.394, + "eval_steps_per_second": 4.049, + "step": 1102 + }, + { + "epoch": 2.01, + "learning_rate": 3.3575317604355714e-05, + "loss": 0.3485, + "step": 1110 + }, + { + "epoch": 2.03, + "learning_rate": 3.38777979431337e-05, + "loss": 0.3683, + "step": 1120 + }, + { + "epoch": 2.05, + "learning_rate": 3.4180278281911676e-05, + "loss": 0.3749, + "step": 1130 + }, + { + "epoch": 2.07, + "learning_rate": 3.4482758620689657e-05, + "loss": 0.3904, + "step": 1140 + }, + { + "epoch": 2.09, + "learning_rate": 3.478523895946764e-05, + "loss": 0.3264, + "step": 1150 + }, + { + "epoch": 2.11, + "learning_rate": 3.508771929824561e-05, + "loss": 0.3502, + "step": 1160 + }, + { + "epoch": 2.12, + "learning_rate": 3.53901996370236e-05, + "loss": 0.3429, + "step": 1170 + }, + { + "epoch": 2.14, + "learning_rate": 3.569267997580157e-05, + "loss": 0.3766, + "step": 1180 + }, + { + "epoch": 2.16, + "learning_rate": 3.5995160314579554e-05, + "loss": 0.3469, + "step": 1190 + }, + { + "epoch": 2.18, + "learning_rate": 3.6297640653357535e-05, + "loss": 0.3546, + "step": 1200 + }, + { + "epoch": 2.2, + "learning_rate": 3.660012099213551e-05, + "loss": 0.3374, + "step": 1210 + }, + { + "epoch": 2.21, + "learning_rate": 3.6902601330913496e-05, + "loss": 0.3609, + "step": 1220 + }, + { + "epoch": 2.23, + "learning_rate": 3.720508166969147e-05, + "loss": 0.3443, + "step": 1230 + }, + { + "epoch": 2.25, + "learning_rate": 3.750756200846945e-05, + "loss": 0.3053, + "step": 1240 + }, + { + "epoch": 2.27, + "learning_rate": 3.781004234724743e-05, + "loss": 0.323, + "step": 1250 + }, + { + "epoch": 2.29, + "learning_rate": 3.8112522686025406e-05, + "loss": 0.3398, + "step": 1260 + }, + { + "epoch": 2.3, + "learning_rate": 3.8415003024803394e-05, + "loss": 0.305, + "step": 1270 + }, + { + "epoch": 2.32, + "learning_rate": 3.871748336358137e-05, + "loss": 0.3456, + "step": 1280 + }, + { + "epoch": 2.34, + "learning_rate": 3.901996370235935e-05, + "loss": 0.3201, + "step": 1290 + }, + { + "epoch": 2.36, + "learning_rate": 3.932244404113733e-05, + "loss": 0.3078, + "step": 1300 + }, + { + "epoch": 2.38, + "learning_rate": 3.962492437991531e-05, + "loss": 0.3326, + "step": 1310 + }, + { + "epoch": 2.4, + "learning_rate": 3.9927404718693284e-05, + "loss": 0.2847, + "step": 1320 + }, + { + "epoch": 2.41, + "learning_rate": 4.0229885057471265e-05, + "loss": 0.3121, + "step": 1330 + }, + { + "epoch": 2.43, + "learning_rate": 4.0532365396249246e-05, + "loss": 0.28, + "step": 1340 + }, + { + "epoch": 2.45, + "learning_rate": 4.0834845735027227e-05, + "loss": 0.3172, + "step": 1350 + }, + { + "epoch": 2.47, + "learning_rate": 4.113732607380521e-05, + "loss": 0.336, + "step": 1360 + }, + { + "epoch": 2.49, + "learning_rate": 4.143980641258318e-05, + "loss": 0.3164, + "step": 1370 + }, + { + "epoch": 2.5, + "learning_rate": 4.174228675136116e-05, + "loss": 0.3434, + "step": 1380 + }, + { + "epoch": 2.52, + "learning_rate": 4.204476709013914e-05, + "loss": 0.3078, + "step": 1390 + }, + { + "epoch": 2.54, + "learning_rate": 4.2347247428917124e-05, + "loss": 0.2977, + "step": 1400 + }, + { + "epoch": 2.56, + "learning_rate": 4.2649727767695105e-05, + "loss": 0.3033, + "step": 1410 + }, + { + "epoch": 2.58, + "learning_rate": 4.295220810647308e-05, + "loss": 0.326, + "step": 1420 + }, + { + "epoch": 2.59, + "learning_rate": 4.325468844525106e-05, + "loss": 0.2928, + "step": 1430 + }, + { + "epoch": 2.61, + "learning_rate": 4.355716878402904e-05, + "loss": 0.2733, + "step": 1440 + }, + { + "epoch": 2.63, + "learning_rate": 4.3859649122807014e-05, + "loss": 0.2843, + "step": 1450 + }, + { + "epoch": 2.65, + "learning_rate": 4.4162129461585e-05, + "loss": 0.321, + "step": 1460 + }, + { + "epoch": 2.67, + "learning_rate": 4.4464609800362976e-05, + "loss": 0.3248, + "step": 1470 + }, + { + "epoch": 2.69, + "learning_rate": 4.4767090139140964e-05, + "loss": 0.321, + "step": 1480 + }, + { + "epoch": 2.7, + "learning_rate": 4.506957047791894e-05, + "loss": 0.2956, + "step": 1490 + }, + { + "epoch": 2.72, + "learning_rate": 4.537205081669691e-05, + "loss": 0.2895, + "step": 1500 + }, + { + "epoch": 2.74, + "learning_rate": 4.56745311554749e-05, + "loss": 0.3339, + "step": 1510 + }, + { + "epoch": 2.76, + "learning_rate": 4.597701149425287e-05, + "loss": 0.3157, + "step": 1520 + }, + { + "epoch": 2.78, + "learning_rate": 4.6279491833030854e-05, + "loss": 0.2886, + "step": 1530 + }, + { + "epoch": 2.79, + "learning_rate": 4.6581972171808835e-05, + "loss": 0.2915, + "step": 1540 + }, + { + "epoch": 2.81, + "learning_rate": 4.6884452510586816e-05, + "loss": 0.2604, + "step": 1550 + }, + { + "epoch": 2.83, + "learning_rate": 4.7186932849364796e-05, + "loss": 0.2793, + "step": 1560 + }, + { + "epoch": 2.85, + "learning_rate": 4.748941318814277e-05, + "loss": 0.2717, + "step": 1570 + }, + { + "epoch": 2.87, + "learning_rate": 4.779189352692075e-05, + "loss": 0.2754, + "step": 1580 + }, + { + "epoch": 2.88, + "learning_rate": 4.809437386569873e-05, + "loss": 0.2763, + "step": 1590 + }, + { + "epoch": 2.9, + "learning_rate": 4.839685420447671e-05, + "loss": 0.2856, + "step": 1600 + }, + { + "epoch": 2.92, + "learning_rate": 4.8699334543254694e-05, + "loss": 0.2469, + "step": 1610 + }, + { + "epoch": 2.94, + "learning_rate": 4.900181488203267e-05, + "loss": 0.3344, + "step": 1620 + }, + { + "epoch": 2.96, + "learning_rate": 4.930429522081065e-05, + "loss": 0.278, + "step": 1630 + }, + { + "epoch": 2.98, + "learning_rate": 4.960677555958863e-05, + "loss": 0.2579, + "step": 1640 + }, + { + "epoch": 2.99, + "learning_rate": 4.990925589836661e-05, + "loss": 0.2675, + "step": 1650 + }, + { + "epoch": 3.0, + "eval_accuracy": 0.9380952380952381, + "eval_loss": 0.16112102568149567, + "eval_runtime": 89.9897, + "eval_samples_per_second": 130.682, + "eval_steps_per_second": 4.089, + "step": 1653 + }, + { + "epoch": 3.01, + "learning_rate": 4.9976473751428384e-05, + "loss": 0.2925, + "step": 1660 + }, + { + "epoch": 3.03, + "learning_rate": 4.99428648248975e-05, + "loss": 0.2836, + "step": 1670 + }, + { + "epoch": 3.05, + "learning_rate": 4.990925589836661e-05, + "loss": 0.2793, + "step": 1680 + }, + { + "epoch": 3.07, + "learning_rate": 4.9875646971835723e-05, + "loss": 0.2755, + "step": 1690 + }, + { + "epoch": 3.09, + "learning_rate": 4.984203804530484e-05, + "loss": 0.2517, + "step": 1700 + }, + { + "epoch": 3.1, + "learning_rate": 4.980842911877395e-05, + "loss": 0.2751, + "step": 1710 + }, + { + "epoch": 3.12, + "learning_rate": 4.977482019224306e-05, + "loss": 0.2478, + "step": 1720 + }, + { + "epoch": 3.14, + "learning_rate": 4.9741211265712176e-05, + "loss": 0.2766, + "step": 1730 + }, + { + "epoch": 3.16, + "learning_rate": 4.970760233918128e-05, + "loss": 0.3006, + "step": 1740 + }, + { + "epoch": 3.18, + "learning_rate": 4.96739934126504e-05, + "loss": 0.2907, + "step": 1750 + }, + { + "epoch": 3.19, + "learning_rate": 4.9640384486119516e-05, + "loss": 0.276, + "step": 1760 + }, + { + "epoch": 3.21, + "learning_rate": 4.960677555958863e-05, + "loss": 0.2185, + "step": 1770 + }, + { + "epoch": 3.23, + "learning_rate": 4.957316663305774e-05, + "loss": 0.2669, + "step": 1780 + }, + { + "epoch": 3.25, + "learning_rate": 4.9539557706526856e-05, + "loss": 0.2623, + "step": 1790 + }, + { + "epoch": 3.27, + "learning_rate": 4.950594877999597e-05, + "loss": 0.2575, + "step": 1800 + }, + { + "epoch": 3.28, + "learning_rate": 4.947233985346508e-05, + "loss": 0.2391, + "step": 1810 + }, + { + "epoch": 3.3, + "learning_rate": 4.9438730926934196e-05, + "loss": 0.216, + "step": 1820 + }, + { + "epoch": 3.32, + "learning_rate": 4.940512200040331e-05, + "loss": 0.2521, + "step": 1830 + }, + { + "epoch": 3.34, + "learning_rate": 4.937151307387242e-05, + "loss": 0.2695, + "step": 1840 + }, + { + "epoch": 3.36, + "learning_rate": 4.9337904147341535e-05, + "loss": 0.263, + "step": 1850 + }, + { + "epoch": 3.38, + "learning_rate": 4.930429522081065e-05, + "loss": 0.2412, + "step": 1860 + }, + { + "epoch": 3.39, + "learning_rate": 4.927068629427976e-05, + "loss": 0.2408, + "step": 1870 + }, + { + "epoch": 3.41, + "learning_rate": 4.9237077367748875e-05, + "loss": 0.2595, + "step": 1880 + }, + { + "epoch": 3.43, + "learning_rate": 4.9203468441217995e-05, + "loss": 0.2625, + "step": 1890 + }, + { + "epoch": 3.45, + "learning_rate": 4.916985951468711e-05, + "loss": 0.2316, + "step": 1900 + }, + { + "epoch": 3.47, + "learning_rate": 4.913625058815622e-05, + "loss": 0.2282, + "step": 1910 + }, + { + "epoch": 3.48, + "learning_rate": 4.9102641661625335e-05, + "loss": 0.2574, + "step": 1920 + }, + { + "epoch": 3.5, + "learning_rate": 4.906903273509444e-05, + "loss": 0.2076, + "step": 1930 + }, + { + "epoch": 3.52, + "learning_rate": 4.9035423808563555e-05, + "loss": 0.2334, + "step": 1940 + }, + { + "epoch": 3.54, + "learning_rate": 4.900181488203267e-05, + "loss": 0.2576, + "step": 1950 + }, + { + "epoch": 3.56, + "learning_rate": 4.896820595550178e-05, + "loss": 0.22, + "step": 1960 + }, + { + "epoch": 3.57, + "learning_rate": 4.8934597028970894e-05, + "loss": 0.2475, + "step": 1970 + }, + { + "epoch": 3.59, + "learning_rate": 4.890098810244001e-05, + "loss": 0.2429, + "step": 1980 + }, + { + "epoch": 3.61, + "learning_rate": 4.886737917590912e-05, + "loss": 0.2365, + "step": 1990 + }, + { + "epoch": 3.63, + "learning_rate": 4.8833770249378234e-05, + "loss": 0.2283, + "step": 2000 + }, + { + "epoch": 3.65, + "learning_rate": 4.880016132284735e-05, + "loss": 0.2326, + "step": 2010 + }, + { + "epoch": 3.67, + "learning_rate": 4.876655239631646e-05, + "loss": 0.2373, + "step": 2020 + }, + { + "epoch": 3.68, + "learning_rate": 4.8732943469785574e-05, + "loss": 0.2868, + "step": 2030 + }, + { + "epoch": 3.7, + "learning_rate": 4.8699334543254694e-05, + "loss": 0.2698, + "step": 2040 + }, + { + "epoch": 3.72, + "learning_rate": 4.866572561672381e-05, + "loss": 0.2316, + "step": 2050 + }, + { + "epoch": 3.74, + "learning_rate": 4.863211669019292e-05, + "loss": 0.2225, + "step": 2060 + }, + { + "epoch": 3.76, + "learning_rate": 4.8598507763662033e-05, + "loss": 0.1972, + "step": 2070 + }, + { + "epoch": 3.77, + "learning_rate": 4.856489883713115e-05, + "loss": 0.2362, + "step": 2080 + }, + { + "epoch": 3.79, + "learning_rate": 4.853128991060026e-05, + "loss": 0.2141, + "step": 2090 + }, + { + "epoch": 3.81, + "learning_rate": 4.849768098406937e-05, + "loss": 0.2187, + "step": 2100 + }, + { + "epoch": 3.83, + "learning_rate": 4.8464072057538486e-05, + "loss": 0.2326, + "step": 2110 + }, + { + "epoch": 3.85, + "learning_rate": 4.84304631310076e-05, + "loss": 0.2347, + "step": 2120 + }, + { + "epoch": 3.86, + "learning_rate": 4.839685420447671e-05, + "loss": 0.1873, + "step": 2130 + }, + { + "epoch": 3.88, + "learning_rate": 4.8363245277945826e-05, + "loss": 0.2236, + "step": 2140 + }, + { + "epoch": 3.9, + "learning_rate": 4.832963635141494e-05, + "loss": 0.2093, + "step": 2150 + }, + { + "epoch": 3.92, + "learning_rate": 4.829602742488405e-05, + "loss": 0.231, + "step": 2160 + }, + { + "epoch": 3.94, + "learning_rate": 4.826241849835316e-05, + "loss": 0.2064, + "step": 2170 + }, + { + "epoch": 3.96, + "learning_rate": 4.822880957182228e-05, + "loss": 0.2123, + "step": 2180 + }, + { + "epoch": 3.97, + "learning_rate": 4.819520064529139e-05, + "loss": 0.2217, + "step": 2190 + }, + { + "epoch": 3.99, + "learning_rate": 4.8161591718760506e-05, + "loss": 0.2092, + "step": 2200 + }, + { + "epoch": 4.0, + "eval_accuracy": 0.9547619047619048, + "eval_loss": 0.11763259768486023, + "eval_runtime": 88.1754, + "eval_samples_per_second": 133.37, + "eval_steps_per_second": 4.173, + "step": 2204 + }, + { + "epoch": 4.01, + "learning_rate": 4.812798279222962e-05, + "loss": 0.2711, + "step": 2210 + }, + { + "epoch": 4.03, + "learning_rate": 4.809437386569873e-05, + "loss": 0.2299, + "step": 2220 + }, + { + "epoch": 4.05, + "learning_rate": 4.8060764939167845e-05, + "loss": 0.2254, + "step": 2230 + }, + { + "epoch": 4.07, + "learning_rate": 4.802715601263696e-05, + "loss": 0.2042, + "step": 2240 + }, + { + "epoch": 4.08, + "learning_rate": 4.799354708610607e-05, + "loss": 0.204, + "step": 2250 + }, + { + "epoch": 4.1, + "learning_rate": 4.7959938159575185e-05, + "loss": 0.2221, + "step": 2260 + }, + { + "epoch": 4.12, + "learning_rate": 4.79263292330443e-05, + "loss": 0.1991, + "step": 2270 + }, + { + "epoch": 4.14, + "learning_rate": 4.789272030651341e-05, + "loss": 0.1889, + "step": 2280 + }, + { + "epoch": 4.16, + "learning_rate": 4.7859111379982525e-05, + "loss": 0.1964, + "step": 2290 + }, + { + "epoch": 4.17, + "learning_rate": 4.782550245345164e-05, + "loss": 0.2147, + "step": 2300 + }, + { + "epoch": 4.19, + "learning_rate": 4.779189352692075e-05, + "loss": 0.205, + "step": 2310 + }, + { + "epoch": 4.21, + "learning_rate": 4.7758284600389865e-05, + "loss": 0.1962, + "step": 2320 + }, + { + "epoch": 4.23, + "learning_rate": 4.7724675673858985e-05, + "loss": 0.2012, + "step": 2330 + }, + { + "epoch": 4.25, + "learning_rate": 4.76910667473281e-05, + "loss": 0.1847, + "step": 2340 + }, + { + "epoch": 4.26, + "learning_rate": 4.765745782079721e-05, + "loss": 0.2092, + "step": 2350 + }, + { + "epoch": 4.28, + "learning_rate": 4.762384889426632e-05, + "loss": 0.2018, + "step": 2360 + }, + { + "epoch": 4.3, + "learning_rate": 4.759023996773543e-05, + "loss": 0.1775, + "step": 2370 + }, + { + "epoch": 4.32, + "learning_rate": 4.7556631041204544e-05, + "loss": 0.2096, + "step": 2380 + }, + { + "epoch": 4.34, + "learning_rate": 4.752302211467366e-05, + "loss": 0.2224, + "step": 2390 + }, + { + "epoch": 4.36, + "learning_rate": 4.748941318814277e-05, + "loss": 0.2143, + "step": 2400 + }, + { + "epoch": 4.37, + "learning_rate": 4.7455804261611884e-05, + "loss": 0.1861, + "step": 2410 + }, + { + "epoch": 4.39, + "learning_rate": 4.7422195335081e-05, + "loss": 0.1721, + "step": 2420 + }, + { + "epoch": 4.41, + "learning_rate": 4.738858640855011e-05, + "loss": 0.2087, + "step": 2430 + }, + { + "epoch": 4.43, + "learning_rate": 4.7354977482019223e-05, + "loss": 0.1982, + "step": 2440 + }, + { + "epoch": 4.45, + "learning_rate": 4.732136855548834e-05, + "loss": 0.2056, + "step": 2450 + }, + { + "epoch": 4.46, + "learning_rate": 4.728775962895745e-05, + "loss": 0.1869, + "step": 2460 + }, + { + "epoch": 4.48, + "learning_rate": 4.725415070242657e-05, + "loss": 0.2016, + "step": 2470 + }, + { + "epoch": 4.5, + "learning_rate": 4.722054177589568e-05, + "loss": 0.2045, + "step": 2480 + }, + { + "epoch": 4.52, + "learning_rate": 4.7186932849364796e-05, + "loss": 0.1919, + "step": 2490 + }, + { + "epoch": 4.54, + "learning_rate": 4.715332392283391e-05, + "loss": 0.1956, + "step": 2500 + }, + { + "epoch": 4.55, + "learning_rate": 4.711971499630302e-05, + "loss": 0.1939, + "step": 2510 + }, + { + "epoch": 4.57, + "learning_rate": 4.7086106069772136e-05, + "loss": 0.1851, + "step": 2520 + }, + { + "epoch": 4.59, + "learning_rate": 4.705249714324125e-05, + "loss": 0.1792, + "step": 2530 + }, + { + "epoch": 4.61, + "learning_rate": 4.701888821671036e-05, + "loss": 0.1764, + "step": 2540 + }, + { + "epoch": 4.63, + "learning_rate": 4.6985279290179476e-05, + "loss": 0.1948, + "step": 2550 + }, + { + "epoch": 4.65, + "learning_rate": 4.695167036364859e-05, + "loss": 0.2128, + "step": 2560 + }, + { + "epoch": 4.66, + "learning_rate": 4.69180614371177e-05, + "loss": 0.1859, + "step": 2570 + }, + { + "epoch": 4.68, + "learning_rate": 4.6884452510586816e-05, + "loss": 0.1803, + "step": 2580 + }, + { + "epoch": 4.7, + "learning_rate": 4.685084358405593e-05, + "loss": 0.1947, + "step": 2590 + }, + { + "epoch": 4.72, + "learning_rate": 4.6817234657525035e-05, + "loss": 0.1657, + "step": 2600 + }, + { + "epoch": 4.74, + "learning_rate": 4.678362573099415e-05, + "loss": 0.219, + "step": 2610 + }, + { + "epoch": 4.75, + "learning_rate": 4.675001680446327e-05, + "loss": 0.1789, + "step": 2620 + }, + { + "epoch": 4.77, + "learning_rate": 4.671640787793238e-05, + "loss": 0.2259, + "step": 2630 + }, + { + "epoch": 4.79, + "learning_rate": 4.6682798951401495e-05, + "loss": 0.1959, + "step": 2640 + }, + { + "epoch": 4.81, + "learning_rate": 4.664919002487061e-05, + "loss": 0.1877, + "step": 2650 + }, + { + "epoch": 4.83, + "learning_rate": 4.661558109833972e-05, + "loss": 0.2103, + "step": 2660 + }, + { + "epoch": 4.84, + "learning_rate": 4.6581972171808835e-05, + "loss": 0.1796, + "step": 2670 + }, + { + "epoch": 4.86, + "learning_rate": 4.654836324527795e-05, + "loss": 0.2199, + "step": 2680 + }, + { + "epoch": 4.88, + "learning_rate": 4.651475431874706e-05, + "loss": 0.1999, + "step": 2690 + }, + { + "epoch": 4.9, + "learning_rate": 4.6481145392216175e-05, + "loss": 0.2071, + "step": 2700 + }, + { + "epoch": 4.92, + "learning_rate": 4.644753646568529e-05, + "loss": 0.1893, + "step": 2710 + }, + { + "epoch": 4.94, + "learning_rate": 4.64139275391544e-05, + "loss": 0.1842, + "step": 2720 + }, + { + "epoch": 4.95, + "learning_rate": 4.6380318612623514e-05, + "loss": 0.211, + "step": 2730 + }, + { + "epoch": 4.97, + "learning_rate": 4.634670968609263e-05, + "loss": 0.1775, + "step": 2740 + }, + { + "epoch": 4.99, + "learning_rate": 4.631310075956174e-05, + "loss": 0.2008, + "step": 2750 + }, + { + "epoch": 5.0, + "eval_accuracy": 0.9655612244897959, + "eval_loss": 0.088911272585392, + "eval_runtime": 88.6408, + "eval_samples_per_second": 132.67, + "eval_steps_per_second": 4.152, + "step": 2755 + }, + { + "epoch": 5.01, + "learning_rate": 4.6279491833030854e-05, + "loss": 0.2001, + "step": 2760 + }, + { + "epoch": 5.03, + "learning_rate": 4.6245882906499974e-05, + "loss": 0.1795, + "step": 2770 + }, + { + "epoch": 5.05, + "learning_rate": 4.621227397996909e-05, + "loss": 0.1639, + "step": 2780 + }, + { + "epoch": 5.06, + "learning_rate": 4.6178665053438194e-05, + "loss": 0.1683, + "step": 2790 + }, + { + "epoch": 5.08, + "learning_rate": 4.614505612690731e-05, + "loss": 0.1578, + "step": 2800 + }, + { + "epoch": 5.1, + "learning_rate": 4.611144720037642e-05, + "loss": 0.2213, + "step": 2810 + }, + { + "epoch": 5.12, + "learning_rate": 4.6077838273845533e-05, + "loss": 0.1749, + "step": 2820 + }, + { + "epoch": 5.14, + "learning_rate": 4.604422934731465e-05, + "loss": 0.19, + "step": 2830 + }, + { + "epoch": 5.15, + "learning_rate": 4.601062042078376e-05, + "loss": 0.1916, + "step": 2840 + }, + { + "epoch": 5.17, + "learning_rate": 4.597701149425287e-05, + "loss": 0.1898, + "step": 2850 + }, + { + "epoch": 5.19, + "learning_rate": 4.5943402567721986e-05, + "loss": 0.1825, + "step": 2860 + }, + { + "epoch": 5.21, + "learning_rate": 4.59097936411911e-05, + "loss": 0.1549, + "step": 2870 + }, + { + "epoch": 5.23, + "learning_rate": 4.587618471466021e-05, + "loss": 0.1869, + "step": 2880 + }, + { + "epoch": 5.24, + "learning_rate": 4.5842575788129326e-05, + "loss": 0.1831, + "step": 2890 + }, + { + "epoch": 5.26, + "learning_rate": 4.580896686159844e-05, + "loss": 0.1733, + "step": 2900 + }, + { + "epoch": 5.28, + "learning_rate": 4.577535793506756e-05, + "loss": 0.1761, + "step": 2910 + }, + { + "epoch": 5.3, + "learning_rate": 4.574174900853667e-05, + "loss": 0.1593, + "step": 2920 + }, + { + "epoch": 5.32, + "learning_rate": 4.5708140082005786e-05, + "loss": 0.1519, + "step": 2930 + }, + { + "epoch": 5.34, + "learning_rate": 4.56745311554749e-05, + "loss": 0.1691, + "step": 2940 + }, + { + "epoch": 5.35, + "learning_rate": 4.564092222894401e-05, + "loss": 0.18, + "step": 2950 + }, + { + "epoch": 5.37, + "learning_rate": 4.5607313302413126e-05, + "loss": 0.1723, + "step": 2960 + }, + { + "epoch": 5.39, + "learning_rate": 4.557370437588224e-05, + "loss": 0.1812, + "step": 2970 + }, + { + "epoch": 5.41, + "learning_rate": 4.554009544935135e-05, + "loss": 0.1448, + "step": 2980 + }, + { + "epoch": 5.43, + "learning_rate": 4.5506486522820465e-05, + "loss": 0.1706, + "step": 2990 + }, + { + "epoch": 5.44, + "learning_rate": 4.547287759628958e-05, + "loss": 0.1806, + "step": 3000 + }, + { + "epoch": 5.46, + "learning_rate": 4.543926866975869e-05, + "loss": 0.1666, + "step": 3010 + }, + { + "epoch": 5.48, + "learning_rate": 4.5405659743227805e-05, + "loss": 0.1636, + "step": 3020 + }, + { + "epoch": 5.5, + "learning_rate": 4.537205081669691e-05, + "loss": 0.1677, + "step": 3030 + }, + { + "epoch": 5.52, + "learning_rate": 4.5338441890166025e-05, + "loss": 0.1727, + "step": 3040 + }, + { + "epoch": 5.53, + "learning_rate": 4.530483296363514e-05, + "loss": 0.1694, + "step": 3050 + }, + { + "epoch": 5.55, + "learning_rate": 4.527122403710426e-05, + "loss": 0.1373, + "step": 3060 + }, + { + "epoch": 5.57, + "learning_rate": 4.523761511057337e-05, + "loss": 0.1584, + "step": 3070 + }, + { + "epoch": 5.59, + "learning_rate": 4.5204006184042485e-05, + "loss": 0.2222, + "step": 3080 + }, + { + "epoch": 5.61, + "learning_rate": 4.51703972575116e-05, + "loss": 0.1698, + "step": 3090 + }, + { + "epoch": 5.63, + "learning_rate": 4.513678833098071e-05, + "loss": 0.1752, + "step": 3100 + }, + { + "epoch": 5.64, + "learning_rate": 4.5103179404449824e-05, + "loss": 0.1613, + "step": 3110 + }, + { + "epoch": 5.66, + "learning_rate": 4.506957047791894e-05, + "loss": 0.171, + "step": 3120 + }, + { + "epoch": 5.68, + "learning_rate": 4.503596155138805e-05, + "loss": 0.1553, + "step": 3130 + }, + { + "epoch": 5.7, + "learning_rate": 4.5002352624857164e-05, + "loss": 0.1386, + "step": 3140 + }, + { + "epoch": 5.72, + "learning_rate": 4.496874369832628e-05, + "loss": 0.1477, + "step": 3150 + }, + { + "epoch": 5.73, + "learning_rate": 4.493513477179539e-05, + "loss": 0.1855, + "step": 3160 + }, + { + "epoch": 5.75, + "learning_rate": 4.4901525845264504e-05, + "loss": 0.1883, + "step": 3170 + }, + { + "epoch": 5.77, + "learning_rate": 4.486791691873362e-05, + "loss": 0.1567, + "step": 3180 + }, + { + "epoch": 5.79, + "learning_rate": 4.483430799220273e-05, + "loss": 0.1638, + "step": 3190 + }, + { + "epoch": 5.81, + "learning_rate": 4.480069906567185e-05, + "loss": 0.166, + "step": 3200 + }, + { + "epoch": 5.83, + "learning_rate": 4.4767090139140964e-05, + "loss": 0.1547, + "step": 3210 + }, + { + "epoch": 5.84, + "learning_rate": 4.473348121261007e-05, + "loss": 0.1818, + "step": 3220 + }, + { + "epoch": 5.86, + "learning_rate": 4.469987228607918e-05, + "loss": 0.1971, + "step": 3230 + }, + { + "epoch": 5.88, + "learning_rate": 4.4666263359548296e-05, + "loss": 0.1431, + "step": 3240 + }, + { + "epoch": 5.9, + "learning_rate": 4.463265443301741e-05, + "loss": 0.1535, + "step": 3250 + }, + { + "epoch": 5.92, + "learning_rate": 4.459904550648652e-05, + "loss": 0.1746, + "step": 3260 + }, + { + "epoch": 5.93, + "learning_rate": 4.4565436579955636e-05, + "loss": 0.1668, + "step": 3270 + }, + { + "epoch": 5.95, + "learning_rate": 4.453182765342475e-05, + "loss": 0.1607, + "step": 3280 + }, + { + "epoch": 5.97, + "learning_rate": 4.449821872689386e-05, + "loss": 0.1688, + "step": 3290 + }, + { + "epoch": 5.99, + "learning_rate": 4.4464609800362976e-05, + "loss": 0.1555, + "step": 3300 + }, + { + "epoch": 6.0, + "eval_accuracy": 0.9758503401360544, + "eval_loss": 0.06657847762107849, + "eval_runtime": 90.9074, + "eval_samples_per_second": 129.362, + "eval_steps_per_second": 4.048, + "step": 3306 + }, + { + "epoch": 6.01, + "learning_rate": 4.443100087383209e-05, + "loss": 0.2004, + "step": 3310 + }, + { + "epoch": 6.03, + "learning_rate": 4.43973919473012e-05, + "loss": 0.1803, + "step": 3320 + }, + { + "epoch": 6.04, + "learning_rate": 4.4363783020770316e-05, + "loss": 0.1602, + "step": 3330 + }, + { + "epoch": 6.06, + "learning_rate": 4.433017409423943e-05, + "loss": 0.1455, + "step": 3340 + }, + { + "epoch": 6.08, + "learning_rate": 4.429656516770855e-05, + "loss": 0.1604, + "step": 3350 + }, + { + "epoch": 6.1, + "learning_rate": 4.426295624117766e-05, + "loss": 0.1555, + "step": 3360 + }, + { + "epoch": 6.12, + "learning_rate": 4.4229347314646775e-05, + "loss": 0.1832, + "step": 3370 + }, + { + "epoch": 6.13, + "learning_rate": 4.419573838811589e-05, + "loss": 0.1599, + "step": 3380 + }, + { + "epoch": 6.15, + "learning_rate": 4.4162129461585e-05, + "loss": 0.1567, + "step": 3390 + }, + { + "epoch": 6.17, + "learning_rate": 4.4128520535054115e-05, + "loss": 0.1451, + "step": 3400 + }, + { + "epoch": 6.19, + "learning_rate": 4.409491160852323e-05, + "loss": 0.1649, + "step": 3410 + }, + { + "epoch": 6.21, + "learning_rate": 4.406130268199234e-05, + "loss": 0.1749, + "step": 3420 + }, + { + "epoch": 6.22, + "learning_rate": 4.4027693755461455e-05, + "loss": 0.1554, + "step": 3430 + }, + { + "epoch": 6.24, + "learning_rate": 4.399408482893057e-05, + "loss": 0.1618, + "step": 3440 + }, + { + "epoch": 6.26, + "learning_rate": 4.396047590239968e-05, + "loss": 0.1495, + "step": 3450 + }, + { + "epoch": 6.28, + "learning_rate": 4.392686697586879e-05, + "loss": 0.1577, + "step": 3460 + }, + { + "epoch": 6.3, + "learning_rate": 4.38932580493379e-05, + "loss": 0.1686, + "step": 3470 + }, + { + "epoch": 6.32, + "learning_rate": 4.3859649122807014e-05, + "loss": 0.1512, + "step": 3480 + }, + { + "epoch": 6.33, + "learning_rate": 4.3826040196276134e-05, + "loss": 0.142, + "step": 3490 + }, + { + "epoch": 6.35, + "learning_rate": 4.379243126974525e-05, + "loss": 0.1296, + "step": 3500 + }, + { + "epoch": 6.37, + "learning_rate": 4.375882234321436e-05, + "loss": 0.1749, + "step": 3510 + }, + { + "epoch": 6.39, + "learning_rate": 4.3725213416683474e-05, + "loss": 0.1287, + "step": 3520 + }, + { + "epoch": 6.41, + "learning_rate": 4.369160449015259e-05, + "loss": 0.1591, + "step": 3530 + }, + { + "epoch": 6.42, + "learning_rate": 4.36579955636217e-05, + "loss": 0.1646, + "step": 3540 + }, + { + "epoch": 6.44, + "learning_rate": 4.3624386637090814e-05, + "loss": 0.1669, + "step": 3550 + }, + { + "epoch": 6.46, + "learning_rate": 4.359077771055993e-05, + "loss": 0.1745, + "step": 3560 + }, + { + "epoch": 6.48, + "learning_rate": 4.355716878402904e-05, + "loss": 0.1339, + "step": 3570 + }, + { + "epoch": 6.5, + "learning_rate": 4.3523559857498154e-05, + "loss": 0.1505, + "step": 3580 + }, + { + "epoch": 6.51, + "learning_rate": 4.348995093096727e-05, + "loss": 0.1501, + "step": 3590 + }, + { + "epoch": 6.53, + "learning_rate": 4.345634200443638e-05, + "loss": 0.1425, + "step": 3600 + }, + { + "epoch": 6.55, + "learning_rate": 4.342273307790549e-05, + "loss": 0.1381, + "step": 3610 + }, + { + "epoch": 6.57, + "learning_rate": 4.3389124151374606e-05, + "loss": 0.1773, + "step": 3620 + }, + { + "epoch": 6.59, + "learning_rate": 4.335551522484372e-05, + "loss": 0.1831, + "step": 3630 + }, + { + "epoch": 6.61, + "learning_rate": 4.332190629831284e-05, + "loss": 0.1729, + "step": 3640 + }, + { + "epoch": 6.62, + "learning_rate": 4.3288297371781946e-05, + "loss": 0.1337, + "step": 3650 + }, + { + "epoch": 6.64, + "learning_rate": 4.325468844525106e-05, + "loss": 0.1339, + "step": 3660 + }, + { + "epoch": 6.66, + "learning_rate": 4.322107951872017e-05, + "loss": 0.1695, + "step": 3670 + }, + { + "epoch": 6.68, + "learning_rate": 4.3187470592189286e-05, + "loss": 0.1652, + "step": 3680 + }, + { + "epoch": 6.7, + "learning_rate": 4.31538616656584e-05, + "loss": 0.1709, + "step": 3690 + }, + { + "epoch": 6.71, + "learning_rate": 4.312025273912751e-05, + "loss": 0.1514, + "step": 3700 + }, + { + "epoch": 6.73, + "learning_rate": 4.3086643812596626e-05, + "loss": 0.1344, + "step": 3710 + }, + { + "epoch": 6.75, + "learning_rate": 4.305303488606574e-05, + "loss": 0.151, + "step": 3720 + }, + { + "epoch": 6.77, + "learning_rate": 4.301942595953485e-05, + "loss": 0.1602, + "step": 3730 + }, + { + "epoch": 6.79, + "learning_rate": 4.2985817033003965e-05, + "loss": 0.1411, + "step": 3740 + }, + { + "epoch": 6.81, + "learning_rate": 4.295220810647308e-05, + "loss": 0.1457, + "step": 3750 + }, + { + "epoch": 6.82, + "learning_rate": 4.291859917994219e-05, + "loss": 0.1132, + "step": 3760 + }, + { + "epoch": 6.84, + "learning_rate": 4.2884990253411305e-05, + "loss": 0.1373, + "step": 3770 + }, + { + "epoch": 6.86, + "learning_rate": 4.285138132688042e-05, + "loss": 0.1297, + "step": 3780 + }, + { + "epoch": 6.88, + "learning_rate": 4.281777240034954e-05, + "loss": 0.1425, + "step": 3790 + }, + { + "epoch": 6.9, + "learning_rate": 4.278416347381865e-05, + "loss": 0.1357, + "step": 3800 + }, + { + "epoch": 6.91, + "learning_rate": 4.2750554547287765e-05, + "loss": 0.1225, + "step": 3810 + }, + { + "epoch": 6.93, + "learning_rate": 4.271694562075688e-05, + "loss": 0.1388, + "step": 3820 + }, + { + "epoch": 6.95, + "learning_rate": 4.268333669422599e-05, + "loss": 0.166, + "step": 3830 + }, + { + "epoch": 6.97, + "learning_rate": 4.2649727767695105e-05, + "loss": 0.1563, + "step": 3840 + }, + { + "epoch": 6.99, + "learning_rate": 4.261611884116422e-05, + "loss": 0.1614, + "step": 3850 + }, + { + "epoch": 7.0, + "eval_accuracy": 0.9778061224489796, + "eval_loss": 0.0575876459479332, + "eval_runtime": 88.2297, + "eval_samples_per_second": 133.288, + "eval_steps_per_second": 4.171, + "step": 3857 + }, + { + "epoch": 7.01, + "learning_rate": 4.258250991463333e-05, + "loss": 0.1573, + "step": 3860 + }, + { + "epoch": 7.02, + "learning_rate": 4.2548900988102444e-05, + "loss": 0.1575, + "step": 3870 + }, + { + "epoch": 7.04, + "learning_rate": 4.251529206157156e-05, + "loss": 0.1446, + "step": 3880 + }, + { + "epoch": 7.06, + "learning_rate": 4.248168313504067e-05, + "loss": 0.1544, + "step": 3890 + }, + { + "epoch": 7.08, + "learning_rate": 4.244807420850978e-05, + "loss": 0.1389, + "step": 3900 + }, + { + "epoch": 7.1, + "learning_rate": 4.241446528197889e-05, + "loss": 0.136, + "step": 3910 + }, + { + "epoch": 7.11, + "learning_rate": 4.2380856355448004e-05, + "loss": 0.1322, + "step": 3920 + }, + { + "epoch": 7.13, + "learning_rate": 4.2347247428917124e-05, + "loss": 0.1487, + "step": 3930 + }, + { + "epoch": 7.15, + "learning_rate": 4.231363850238624e-05, + "loss": 0.1416, + "step": 3940 + }, + { + "epoch": 7.17, + "learning_rate": 4.228002957585535e-05, + "loss": 0.1459, + "step": 3950 + }, + { + "epoch": 7.19, + "learning_rate": 4.2246420649324464e-05, + "loss": 0.1284, + "step": 3960 + }, + { + "epoch": 7.2, + "learning_rate": 4.221281172279358e-05, + "loss": 0.1278, + "step": 3970 + }, + { + "epoch": 7.22, + "learning_rate": 4.217920279626269e-05, + "loss": 0.0966, + "step": 3980 + }, + { + "epoch": 7.24, + "learning_rate": 4.21455938697318e-05, + "loss": 0.1293, + "step": 3990 + }, + { + "epoch": 7.26, + "learning_rate": 4.2111984943200916e-05, + "loss": 0.1325, + "step": 4000 + }, + { + "epoch": 7.28, + "learning_rate": 4.207837601667003e-05, + "loss": 0.1379, + "step": 4010 + }, + { + "epoch": 7.3, + "learning_rate": 4.204476709013914e-05, + "loss": 0.1452, + "step": 4020 + }, + { + "epoch": 7.31, + "learning_rate": 4.2011158163608256e-05, + "loss": 0.1415, + "step": 4030 + }, + { + "epoch": 7.33, + "learning_rate": 4.197754923707737e-05, + "loss": 0.1389, + "step": 4040 + }, + { + "epoch": 7.35, + "learning_rate": 4.194394031054648e-05, + "loss": 0.1375, + "step": 4050 + }, + { + "epoch": 7.37, + "learning_rate": 4.1910331384015596e-05, + "loss": 0.1546, + "step": 4060 + }, + { + "epoch": 7.39, + "learning_rate": 4.187672245748471e-05, + "loss": 0.1283, + "step": 4070 + }, + { + "epoch": 7.4, + "learning_rate": 4.184311353095382e-05, + "loss": 0.0967, + "step": 4080 + }, + { + "epoch": 7.42, + "learning_rate": 4.1809504604422936e-05, + "loss": 0.1421, + "step": 4090 + }, + { + "epoch": 7.44, + "learning_rate": 4.177589567789205e-05, + "loss": 0.1371, + "step": 4100 + }, + { + "epoch": 7.46, + "learning_rate": 4.174228675136116e-05, + "loss": 0.1198, + "step": 4110 + }, + { + "epoch": 7.48, + "learning_rate": 4.1708677824830275e-05, + "loss": 0.1341, + "step": 4120 + }, + { + "epoch": 7.5, + "learning_rate": 4.167506889829939e-05, + "loss": 0.1169, + "step": 4130 + }, + { + "epoch": 7.51, + "learning_rate": 4.16414599717685e-05, + "loss": 0.1469, + "step": 4140 + }, + { + "epoch": 7.53, + "learning_rate": 4.1607851045237615e-05, + "loss": 0.1157, + "step": 4150 + }, + { + "epoch": 7.55, + "learning_rate": 4.157424211870673e-05, + "loss": 0.1422, + "step": 4160 + }, + { + "epoch": 7.57, + "learning_rate": 4.154063319217584e-05, + "loss": 0.1531, + "step": 4170 + }, + { + "epoch": 7.59, + "learning_rate": 4.1507024265644955e-05, + "loss": 0.1344, + "step": 4180 + }, + { + "epoch": 7.6, + "learning_rate": 4.147341533911407e-05, + "loss": 0.1449, + "step": 4190 + }, + { + "epoch": 7.62, + "learning_rate": 4.143980641258318e-05, + "loss": 0.1334, + "step": 4200 + }, + { + "epoch": 7.64, + "learning_rate": 4.1406197486052295e-05, + "loss": 0.1244, + "step": 4210 + }, + { + "epoch": 7.66, + "learning_rate": 4.1372588559521415e-05, + "loss": 0.1321, + "step": 4220 + }, + { + "epoch": 7.68, + "learning_rate": 4.133897963299053e-05, + "loss": 0.1476, + "step": 4230 + }, + { + "epoch": 7.69, + "learning_rate": 4.130537070645964e-05, + "loss": 0.1224, + "step": 4240 + }, + { + "epoch": 7.71, + "learning_rate": 4.1271761779928754e-05, + "loss": 0.1328, + "step": 4250 + }, + { + "epoch": 7.73, + "learning_rate": 4.123815285339787e-05, + "loss": 0.1091, + "step": 4260 + }, + { + "epoch": 7.75, + "learning_rate": 4.120454392686698e-05, + "loss": 0.1312, + "step": 4270 + }, + { + "epoch": 7.77, + "learning_rate": 4.1170935000336094e-05, + "loss": 0.1274, + "step": 4280 + }, + { + "epoch": 7.79, + "learning_rate": 4.113732607380521e-05, + "loss": 0.1284, + "step": 4290 + }, + { + "epoch": 7.8, + "learning_rate": 4.110371714727432e-05, + "loss": 0.125, + "step": 4300 + }, + { + "epoch": 7.82, + "learning_rate": 4.1070108220743434e-05, + "loss": 0.135, + "step": 4310 + }, + { + "epoch": 7.84, + "learning_rate": 4.103649929421255e-05, + "loss": 0.1476, + "step": 4320 + }, + { + "epoch": 7.86, + "learning_rate": 4.1002890367681654e-05, + "loss": 0.1292, + "step": 4330 + }, + { + "epoch": 7.88, + "learning_rate": 4.096928144115077e-05, + "loss": 0.1276, + "step": 4340 + }, + { + "epoch": 7.89, + "learning_rate": 4.093567251461988e-05, + "loss": 0.1182, + "step": 4350 + }, + { + "epoch": 7.91, + "learning_rate": 4.090206358808899e-05, + "loss": 0.144, + "step": 4360 + }, + { + "epoch": 7.93, + "learning_rate": 4.086845466155811e-05, + "loss": 0.1317, + "step": 4370 + }, + { + "epoch": 7.95, + "learning_rate": 4.0834845735027227e-05, + "loss": 0.124, + "step": 4380 + }, + { + "epoch": 7.97, + "learning_rate": 4.080123680849634e-05, + "loss": 0.1294, + "step": 4390 + }, + { + "epoch": 7.98, + "learning_rate": 4.076762788196545e-05, + "loss": 0.1518, + "step": 4400 + }, + { + "epoch": 8.0, + "eval_accuracy": 0.9813775510204081, + "eval_loss": 0.051723662763834, + "eval_runtime": 87.652, + "eval_samples_per_second": 134.167, + "eval_steps_per_second": 4.198, + "step": 4408 + }, + { + "epoch": 8.0, + "learning_rate": 4.0734018955434566e-05, + "loss": 0.1425, + "step": 4410 + }, + { + "epoch": 8.02, + "learning_rate": 4.070041002890368e-05, + "loss": 0.1141, + "step": 4420 + }, + { + "epoch": 8.04, + "learning_rate": 4.066680110237279e-05, + "loss": 0.141, + "step": 4430 + }, + { + "epoch": 8.06, + "learning_rate": 4.0633192175841906e-05, + "loss": 0.1136, + "step": 4440 + }, + { + "epoch": 8.08, + "learning_rate": 4.059958324931102e-05, + "loss": 0.1416, + "step": 4450 + }, + { + "epoch": 8.09, + "learning_rate": 4.056597432278013e-05, + "loss": 0.1271, + "step": 4460 + }, + { + "epoch": 8.11, + "learning_rate": 4.0532365396249246e-05, + "loss": 0.1273, + "step": 4470 + }, + { + "epoch": 8.13, + "learning_rate": 4.049875646971836e-05, + "loss": 0.1239, + "step": 4480 + }, + { + "epoch": 8.15, + "learning_rate": 4.046514754318747e-05, + "loss": 0.1007, + "step": 4490 + }, + { + "epoch": 8.17, + "learning_rate": 4.0431538616656585e-05, + "loss": 0.1346, + "step": 4500 + }, + { + "epoch": 8.18, + "learning_rate": 4.03979296901257e-05, + "loss": 0.1208, + "step": 4510 + }, + { + "epoch": 8.2, + "learning_rate": 4.036432076359481e-05, + "loss": 0.1196, + "step": 4520 + }, + { + "epoch": 8.22, + "learning_rate": 4.0330711837063925e-05, + "loss": 0.1316, + "step": 4530 + }, + { + "epoch": 8.24, + "learning_rate": 4.029710291053304e-05, + "loss": 0.1376, + "step": 4540 + }, + { + "epoch": 8.26, + "learning_rate": 4.026349398400215e-05, + "loss": 0.1251, + "step": 4550 + }, + { + "epoch": 8.28, + "learning_rate": 4.0229885057471265e-05, + "loss": 0.1242, + "step": 4560 + }, + { + "epoch": 8.29, + "learning_rate": 4.019627613094038e-05, + "loss": 0.121, + "step": 4570 + }, + { + "epoch": 8.31, + "learning_rate": 4.016266720440949e-05, + "loss": 0.1385, + "step": 4580 + }, + { + "epoch": 8.33, + "learning_rate": 4.0129058277878605e-05, + "loss": 0.1356, + "step": 4590 + }, + { + "epoch": 8.35, + "learning_rate": 4.009544935134772e-05, + "loss": 0.1314, + "step": 4600 + }, + { + "epoch": 8.37, + "learning_rate": 4.006184042481683e-05, + "loss": 0.1247, + "step": 4610 + }, + { + "epoch": 8.38, + "learning_rate": 4.0028231498285944e-05, + "loss": 0.1288, + "step": 4620 + }, + { + "epoch": 8.4, + "learning_rate": 3.999462257175506e-05, + "loss": 0.127, + "step": 4630 + }, + { + "epoch": 8.42, + "learning_rate": 3.996101364522417e-05, + "loss": 0.1062, + "step": 4640 + }, + { + "epoch": 8.44, + "learning_rate": 3.9927404718693284e-05, + "loss": 0.1134, + "step": 4650 + }, + { + "epoch": 8.46, + "learning_rate": 3.9893795792162404e-05, + "loss": 0.137, + "step": 4660 + }, + { + "epoch": 8.48, + "learning_rate": 3.986018686563152e-05, + "loss": 0.1019, + "step": 4670 + }, + { + "epoch": 8.49, + "learning_rate": 3.982657793910063e-05, + "loss": 0.1251, + "step": 4680 + }, + { + "epoch": 8.51, + "learning_rate": 3.9792969012569744e-05, + "loss": 0.1209, + "step": 4690 + }, + { + "epoch": 8.53, + "learning_rate": 3.975936008603886e-05, + "loss": 0.118, + "step": 4700 + }, + { + "epoch": 8.55, + "learning_rate": 3.972575115950797e-05, + "loss": 0.1138, + "step": 4710 + }, + { + "epoch": 8.57, + "learning_rate": 3.9692142232977084e-05, + "loss": 0.1455, + "step": 4720 + }, + { + "epoch": 8.58, + "learning_rate": 3.96585333064462e-05, + "loss": 0.1098, + "step": 4730 + }, + { + "epoch": 8.6, + "learning_rate": 3.962492437991531e-05, + "loss": 0.1317, + "step": 4740 + }, + { + "epoch": 8.62, + "learning_rate": 3.959131545338442e-05, + "loss": 0.1177, + "step": 4750 + }, + { + "epoch": 8.64, + "learning_rate": 3.955770652685353e-05, + "loss": 0.1285, + "step": 4760 + }, + { + "epoch": 8.66, + "learning_rate": 3.952409760032264e-05, + "loss": 0.152, + "step": 4770 + }, + { + "epoch": 8.67, + "learning_rate": 3.9490488673791756e-05, + "loss": 0.1207, + "step": 4780 + }, + { + "epoch": 8.69, + "learning_rate": 3.945687974726087e-05, + "loss": 0.1252, + "step": 4790 + }, + { + "epoch": 8.71, + "learning_rate": 3.942327082072998e-05, + "loss": 0.1261, + "step": 4800 + }, + { + "epoch": 8.73, + "learning_rate": 3.93896618941991e-05, + "loss": 0.13, + "step": 4810 + }, + { + "epoch": 8.75, + "learning_rate": 3.9356052967668216e-05, + "loss": 0.1387, + "step": 4820 + }, + { + "epoch": 8.77, + "learning_rate": 3.932244404113733e-05, + "loss": 0.1472, + "step": 4830 + }, + { + "epoch": 8.78, + "learning_rate": 3.928883511460644e-05, + "loss": 0.1361, + "step": 4840 + }, + { + "epoch": 8.8, + "learning_rate": 3.9255226188075556e-05, + "loss": 0.1073, + "step": 4850 + }, + { + "epoch": 8.82, + "learning_rate": 3.922161726154467e-05, + "loss": 0.1318, + "step": 4860 + }, + { + "epoch": 8.84, + "learning_rate": 3.918800833501378e-05, + "loss": 0.1179, + "step": 4870 + }, + { + "epoch": 8.86, + "learning_rate": 3.9154399408482895e-05, + "loss": 0.1345, + "step": 4880 + }, + { + "epoch": 8.87, + "learning_rate": 3.912079048195201e-05, + "loss": 0.1559, + "step": 4890 + }, + { + "epoch": 8.89, + "learning_rate": 3.908718155542112e-05, + "loss": 0.1328, + "step": 4900 + }, + { + "epoch": 8.91, + "learning_rate": 3.9053572628890235e-05, + "loss": 0.1314, + "step": 4910 + }, + { + "epoch": 8.93, + "learning_rate": 3.901996370235935e-05, + "loss": 0.1252, + "step": 4920 + }, + { + "epoch": 8.95, + "learning_rate": 3.898635477582846e-05, + "loss": 0.0969, + "step": 4930 + }, + { + "epoch": 8.96, + "learning_rate": 3.8952745849297575e-05, + "loss": 0.125, + "step": 4940 + }, + { + "epoch": 8.98, + "learning_rate": 3.891913692276669e-05, + "loss": 0.1231, + "step": 4950 + }, + { + "epoch": 9.0, + "eval_accuracy": 0.9812074829931973, + "eval_loss": 0.05281613767147064, + "eval_runtime": 88.537, + "eval_samples_per_second": 132.826, + "eval_steps_per_second": 4.156, + "step": 4959 + }, + { + "epoch": 9.0, + "learning_rate": 3.88855279962358e-05, + "loss": 0.1307, + "step": 4960 + }, + { + "epoch": 9.02, + "learning_rate": 3.8851919069704915e-05, + "loss": 0.1105, + "step": 4970 + }, + { + "epoch": 9.04, + "learning_rate": 3.881831014317403e-05, + "loss": 0.1156, + "step": 4980 + }, + { + "epoch": 9.06, + "learning_rate": 3.878470121664314e-05, + "loss": 0.1015, + "step": 4990 + }, + { + "epoch": 9.07, + "learning_rate": 3.8751092290112254e-05, + "loss": 0.1139, + "step": 5000 + }, + { + "epoch": 9.09, + "learning_rate": 3.871748336358137e-05, + "loss": 0.1106, + "step": 5010 + }, + { + "epoch": 9.11, + "learning_rate": 3.868387443705048e-05, + "loss": 0.0973, + "step": 5020 + }, + { + "epoch": 9.13, + "learning_rate": 3.8650265510519594e-05, + "loss": 0.1044, + "step": 5030 + }, + { + "epoch": 9.15, + "learning_rate": 3.861665658398871e-05, + "loss": 0.1266, + "step": 5040 + }, + { + "epoch": 9.17, + "learning_rate": 3.858304765745782e-05, + "loss": 0.0969, + "step": 5050 + }, + { + "epoch": 9.18, + "learning_rate": 3.8549438730926934e-05, + "loss": 0.131, + "step": 5060 + }, + { + "epoch": 9.2, + "learning_rate": 3.851582980439605e-05, + "loss": 0.1117, + "step": 5070 + }, + { + "epoch": 9.22, + "learning_rate": 3.848222087786516e-05, + "loss": 0.1342, + "step": 5080 + }, + { + "epoch": 9.24, + "learning_rate": 3.8448611951334274e-05, + "loss": 0.105, + "step": 5090 + }, + { + "epoch": 9.26, + "learning_rate": 3.8415003024803394e-05, + "loss": 0.1004, + "step": 5100 + }, + { + "epoch": 9.27, + "learning_rate": 3.838139409827251e-05, + "loss": 0.1168, + "step": 5110 + }, + { + "epoch": 9.29, + "learning_rate": 3.834778517174162e-05, + "loss": 0.1099, + "step": 5120 + }, + { + "epoch": 9.31, + "learning_rate": 3.831417624521073e-05, + "loss": 0.1086, + "step": 5130 + }, + { + "epoch": 9.33, + "learning_rate": 3.8280567318679847e-05, + "loss": 0.1173, + "step": 5140 + }, + { + "epoch": 9.35, + "learning_rate": 3.824695839214896e-05, + "loss": 0.1454, + "step": 5150 + }, + { + "epoch": 9.36, + "learning_rate": 3.821334946561807e-05, + "loss": 0.1052, + "step": 5160 + }, + { + "epoch": 9.38, + "learning_rate": 3.8179740539087186e-05, + "loss": 0.1406, + "step": 5170 + }, + { + "epoch": 9.4, + "learning_rate": 3.81461316125563e-05, + "loss": 0.1191, + "step": 5180 + }, + { + "epoch": 9.42, + "learning_rate": 3.8112522686025406e-05, + "loss": 0.136, + "step": 5190 + }, + { + "epoch": 9.44, + "learning_rate": 3.807891375949452e-05, + "loss": 0.1123, + "step": 5200 + }, + { + "epoch": 9.46, + "learning_rate": 3.804530483296363e-05, + "loss": 0.1285, + "step": 5210 + }, + { + "epoch": 9.47, + "learning_rate": 3.8011695906432746e-05, + "loss": 0.1202, + "step": 5220 + }, + { + "epoch": 9.49, + "learning_rate": 3.797808697990186e-05, + "loss": 0.1319, + "step": 5230 + }, + { + "epoch": 9.51, + "learning_rate": 3.794447805337098e-05, + "loss": 0.1074, + "step": 5240 + }, + { + "epoch": 9.53, + "learning_rate": 3.791086912684009e-05, + "loss": 0.1064, + "step": 5250 + }, + { + "epoch": 9.55, + "learning_rate": 3.7877260200309205e-05, + "loss": 0.1085, + "step": 5260 + }, + { + "epoch": 9.56, + "learning_rate": 3.784365127377832e-05, + "loss": 0.1077, + "step": 5270 + }, + { + "epoch": 9.58, + "learning_rate": 3.781004234724743e-05, + "loss": 0.1251, + "step": 5280 + }, + { + "epoch": 9.6, + "learning_rate": 3.7776433420716545e-05, + "loss": 0.1143, + "step": 5290 + }, + { + "epoch": 9.62, + "learning_rate": 3.774282449418566e-05, + "loss": 0.1026, + "step": 5300 + }, + { + "epoch": 9.64, + "learning_rate": 3.770921556765477e-05, + "loss": 0.1171, + "step": 5310 + }, + { + "epoch": 9.65, + "learning_rate": 3.7675606641123885e-05, + "loss": 0.1243, + "step": 5320 + }, + { + "epoch": 9.67, + "learning_rate": 3.7641997714593e-05, + "loss": 0.126, + "step": 5330 + }, + { + "epoch": 9.69, + "learning_rate": 3.760838878806211e-05, + "loss": 0.1278, + "step": 5340 + }, + { + "epoch": 9.71, + "learning_rate": 3.7574779861531225e-05, + "loss": 0.1031, + "step": 5350 + }, + { + "epoch": 9.73, + "learning_rate": 3.754117093500034e-05, + "loss": 0.0903, + "step": 5360 + }, + { + "epoch": 9.75, + "learning_rate": 3.750756200846945e-05, + "loss": 0.104, + "step": 5370 + }, + { + "epoch": 9.76, + "learning_rate": 3.7473953081938564e-05, + "loss": 0.1049, + "step": 5380 + }, + { + "epoch": 9.78, + "learning_rate": 3.744034415540768e-05, + "loss": 0.109, + "step": 5390 + }, + { + "epoch": 9.8, + "learning_rate": 3.740673522887679e-05, + "loss": 0.1081, + "step": 5400 + }, + { + "epoch": 9.82, + "learning_rate": 3.7373126302345904e-05, + "loss": 0.1312, + "step": 5410 + }, + { + "epoch": 9.84, + "learning_rate": 3.733951737581502e-05, + "loss": 0.1262, + "step": 5420 + }, + { + "epoch": 9.85, + "learning_rate": 3.730590844928413e-05, + "loss": 0.1223, + "step": 5430 + }, + { + "epoch": 9.87, + "learning_rate": 3.7272299522753244e-05, + "loss": 0.0986, + "step": 5440 + }, + { + "epoch": 9.89, + "learning_rate": 3.723869059622236e-05, + "loss": 0.1119, + "step": 5450 + }, + { + "epoch": 9.91, + "learning_rate": 3.720508166969147e-05, + "loss": 0.1225, + "step": 5460 + }, + { + "epoch": 9.93, + "learning_rate": 3.7171472743160584e-05, + "loss": 0.1179, + "step": 5470 + }, + { + "epoch": 9.94, + "learning_rate": 3.71378638166297e-05, + "loss": 0.1293, + "step": 5480 + }, + { + "epoch": 9.96, + "learning_rate": 3.710425489009881e-05, + "loss": 0.1294, + "step": 5490 + }, + { + "epoch": 9.98, + "learning_rate": 3.707064596356792e-05, + "loss": 0.1164, + "step": 5500 + }, + { + "epoch": 10.0, + "learning_rate": 3.7037037037037037e-05, + "loss": 0.1076, + "step": 5510 + }, + { + "epoch": 10.0, + "eval_accuracy": 0.9850340136054422, + "eval_loss": 0.042637791484594345, + "eval_runtime": 88.191, + "eval_samples_per_second": 133.347, + "eval_steps_per_second": 4.173, + "step": 5510 + }, + { + "epoch": 10.02, + "learning_rate": 3.700342811050615e-05, + "loss": 0.1241, + "step": 5520 + }, + { + "epoch": 10.04, + "learning_rate": 3.696981918397527e-05, + "loss": 0.1161, + "step": 5530 + }, + { + "epoch": 10.05, + "learning_rate": 3.693621025744438e-05, + "loss": 0.1173, + "step": 5540 + }, + { + "epoch": 10.07, + "learning_rate": 3.6902601330913496e-05, + "loss": 0.1031, + "step": 5550 + }, + { + "epoch": 10.09, + "learning_rate": 3.686899240438261e-05, + "loss": 0.1121, + "step": 5560 + }, + { + "epoch": 10.11, + "learning_rate": 3.683538347785172e-05, + "loss": 0.0974, + "step": 5570 + }, + { + "epoch": 10.13, + "learning_rate": 3.6801774551320836e-05, + "loss": 0.1095, + "step": 5580 + }, + { + "epoch": 10.15, + "learning_rate": 3.676816562478995e-05, + "loss": 0.1056, + "step": 5590 + }, + { + "epoch": 10.16, + "learning_rate": 3.673455669825906e-05, + "loss": 0.1198, + "step": 5600 + }, + { + "epoch": 10.18, + "learning_rate": 3.6700947771728176e-05, + "loss": 0.118, + "step": 5610 + }, + { + "epoch": 10.2, + "learning_rate": 3.666733884519728e-05, + "loss": 0.0991, + "step": 5620 + }, + { + "epoch": 10.22, + "learning_rate": 3.6633729918666395e-05, + "loss": 0.1053, + "step": 5630 + }, + { + "epoch": 10.24, + "learning_rate": 3.660012099213551e-05, + "loss": 0.1473, + "step": 5640 + }, + { + "epoch": 10.25, + "learning_rate": 3.656651206560462e-05, + "loss": 0.0962, + "step": 5650 + }, + { + "epoch": 10.27, + "learning_rate": 3.6532903139073735e-05, + "loss": 0.1114, + "step": 5660 + }, + { + "epoch": 10.29, + "learning_rate": 3.649929421254285e-05, + "loss": 0.0885, + "step": 5670 + }, + { + "epoch": 10.31, + "learning_rate": 3.646568528601197e-05, + "loss": 0.097, + "step": 5680 + }, + { + "epoch": 10.33, + "learning_rate": 3.643207635948108e-05, + "loss": 0.1266, + "step": 5690 + }, + { + "epoch": 10.34, + "learning_rate": 3.6398467432950195e-05, + "loss": 0.1148, + "step": 5700 + }, + { + "epoch": 10.36, + "learning_rate": 3.636485850641931e-05, + "loss": 0.1058, + "step": 5710 + }, + { + "epoch": 10.38, + "learning_rate": 3.633124957988842e-05, + "loss": 0.1412, + "step": 5720 + }, + { + "epoch": 10.4, + "learning_rate": 3.6297640653357535e-05, + "loss": 0.1142, + "step": 5730 + }, + { + "epoch": 10.42, + "learning_rate": 3.626403172682665e-05, + "loss": 0.0994, + "step": 5740 + }, + { + "epoch": 10.44, + "learning_rate": 3.623042280029576e-05, + "loss": 0.1222, + "step": 5750 + }, + { + "epoch": 10.45, + "learning_rate": 3.6196813873764874e-05, + "loss": 0.1147, + "step": 5760 + }, + { + "epoch": 10.47, + "learning_rate": 3.616320494723399e-05, + "loss": 0.1083, + "step": 5770 + }, + { + "epoch": 10.49, + "learning_rate": 3.61295960207031e-05, + "loss": 0.0861, + "step": 5780 + }, + { + "epoch": 10.51, + "learning_rate": 3.6095987094172214e-05, + "loss": 0.1176, + "step": 5790 + }, + { + "epoch": 10.53, + "learning_rate": 3.606237816764133e-05, + "loss": 0.1146, + "step": 5800 + }, + { + "epoch": 10.54, + "learning_rate": 3.602876924111044e-05, + "loss": 0.1087, + "step": 5810 + }, + { + "epoch": 10.56, + "learning_rate": 3.5995160314579554e-05, + "loss": 0.0939, + "step": 5820 + }, + { + "epoch": 10.58, + "learning_rate": 3.596155138804867e-05, + "loss": 0.0986, + "step": 5830 + }, + { + "epoch": 10.6, + "learning_rate": 3.592794246151778e-05, + "loss": 0.0903, + "step": 5840 + }, + { + "epoch": 10.62, + "learning_rate": 3.5894333534986894e-05, + "loss": 0.1134, + "step": 5850 + }, + { + "epoch": 10.63, + "learning_rate": 3.586072460845601e-05, + "loss": 0.0934, + "step": 5860 + }, + { + "epoch": 10.65, + "learning_rate": 3.582711568192512e-05, + "loss": 0.1176, + "step": 5870 + }, + { + "epoch": 10.67, + "learning_rate": 3.579350675539423e-05, + "loss": 0.0956, + "step": 5880 + }, + { + "epoch": 10.69, + "learning_rate": 3.5759897828863347e-05, + "loss": 0.1081, + "step": 5890 + }, + { + "epoch": 10.71, + "learning_rate": 3.572628890233246e-05, + "loss": 0.1129, + "step": 5900 + }, + { + "epoch": 10.73, + "learning_rate": 3.569267997580157e-05, + "loss": 0.1191, + "step": 5910 + }, + { + "epoch": 10.74, + "learning_rate": 3.5659071049270686e-05, + "loss": 0.0908, + "step": 5920 + }, + { + "epoch": 10.76, + "learning_rate": 3.56254621227398e-05, + "loss": 0.0859, + "step": 5930 + }, + { + "epoch": 10.78, + "learning_rate": 3.559185319620891e-05, + "loss": 0.1106, + "step": 5940 + }, + { + "epoch": 10.8, + "learning_rate": 3.5558244269678026e-05, + "loss": 0.1064, + "step": 5950 + }, + { + "epoch": 10.82, + "learning_rate": 3.552463534314714e-05, + "loss": 0.1048, + "step": 5960 + }, + { + "epoch": 10.83, + "learning_rate": 3.549102641661626e-05, + "loss": 0.0892, + "step": 5970 + }, + { + "epoch": 10.85, + "learning_rate": 3.545741749008537e-05, + "loss": 0.1068, + "step": 5980 + }, + { + "epoch": 10.87, + "learning_rate": 3.5423808563554486e-05, + "loss": 0.1051, + "step": 5990 + }, + { + "epoch": 10.89, + "learning_rate": 3.53901996370236e-05, + "loss": 0.0972, + "step": 6000 + }, + { + "epoch": 10.91, + "learning_rate": 3.535659071049271e-05, + "loss": 0.0979, + "step": 6010 + }, + { + "epoch": 10.92, + "learning_rate": 3.5322981783961826e-05, + "loss": 0.1069, + "step": 6020 + }, + { + "epoch": 10.94, + "learning_rate": 3.528937285743094e-05, + "loss": 0.1021, + "step": 6030 + }, + { + "epoch": 10.96, + "learning_rate": 3.525576393090005e-05, + "loss": 0.0965, + "step": 6040 + }, + { + "epoch": 10.98, + "learning_rate": 3.522215500436916e-05, + "loss": 0.1088, + "step": 6050 + }, + { + "epoch": 11.0, + "learning_rate": 3.518854607783827e-05, + "loss": 0.0953, + "step": 6060 + }, + { + "epoch": 11.0, + "eval_accuracy": 0.9795068027210885, + "eval_loss": 0.06343987584114075, + "eval_runtime": 86.522, + "eval_samples_per_second": 135.919, + "eval_steps_per_second": 4.253, + "step": 6061 + }, + { + "epoch": 11.02, + "learning_rate": 3.5154937151307385e-05, + "loss": 0.1525, + "step": 6070 + }, + { + "epoch": 11.03, + "learning_rate": 3.51213282247765e-05, + "loss": 0.1161, + "step": 6080 + }, + { + "epoch": 11.05, + "learning_rate": 3.508771929824561e-05, + "loss": 0.107, + "step": 6090 + }, + { + "epoch": 11.07, + "learning_rate": 3.5054110371714725e-05, + "loss": 0.0959, + "step": 6100 + }, + { + "epoch": 11.09, + "learning_rate": 3.502050144518384e-05, + "loss": 0.0871, + "step": 6110 + }, + { + "epoch": 11.11, + "learning_rate": 3.498689251865296e-05, + "loss": 0.1002, + "step": 6120 + }, + { + "epoch": 11.13, + "learning_rate": 3.495328359212207e-05, + "loss": 0.1089, + "step": 6130 + }, + { + "epoch": 11.14, + "learning_rate": 3.4919674665591184e-05, + "loss": 0.1019, + "step": 6140 + }, + { + "epoch": 11.16, + "learning_rate": 3.48860657390603e-05, + "loss": 0.0936, + "step": 6150 + }, + { + "epoch": 11.18, + "learning_rate": 3.485245681252941e-05, + "loss": 0.0953, + "step": 6160 + }, + { + "epoch": 11.2, + "learning_rate": 3.4818847885998524e-05, + "loss": 0.0887, + "step": 6170 + }, + { + "epoch": 11.22, + "learning_rate": 3.478523895946764e-05, + "loss": 0.0983, + "step": 6180 + }, + { + "epoch": 11.23, + "learning_rate": 3.475163003293675e-05, + "loss": 0.1225, + "step": 6190 + }, + { + "epoch": 11.25, + "learning_rate": 3.4718021106405864e-05, + "loss": 0.1196, + "step": 6200 + }, + { + "epoch": 11.27, + "learning_rate": 3.468441217987498e-05, + "loss": 0.108, + "step": 6210 + }, + { + "epoch": 11.29, + "learning_rate": 3.465080325334409e-05, + "loss": 0.1024, + "step": 6220 + }, + { + "epoch": 11.31, + "learning_rate": 3.4617194326813204e-05, + "loss": 0.0882, + "step": 6230 + }, + { + "epoch": 11.32, + "learning_rate": 3.458358540028232e-05, + "loss": 0.1142, + "step": 6240 + }, + { + "epoch": 11.34, + "learning_rate": 3.454997647375143e-05, + "loss": 0.1056, + "step": 6250 + }, + { + "epoch": 11.36, + "learning_rate": 3.451636754722054e-05, + "loss": 0.0868, + "step": 6260 + }, + { + "epoch": 11.38, + "learning_rate": 3.4482758620689657e-05, + "loss": 0.0968, + "step": 6270 + }, + { + "epoch": 11.4, + "learning_rate": 3.444914969415877e-05, + "loss": 0.0966, + "step": 6280 + }, + { + "epoch": 11.42, + "learning_rate": 3.441554076762788e-05, + "loss": 0.0917, + "step": 6290 + }, + { + "epoch": 11.43, + "learning_rate": 3.4381931841096996e-05, + "loss": 0.0865, + "step": 6300 + }, + { + "epoch": 11.45, + "learning_rate": 3.434832291456611e-05, + "loss": 0.1162, + "step": 6310 + }, + { + "epoch": 11.47, + "learning_rate": 3.431471398803522e-05, + "loss": 0.0999, + "step": 6320 + }, + { + "epoch": 11.49, + "learning_rate": 3.4281105061504336e-05, + "loss": 0.1169, + "step": 6330 + }, + { + "epoch": 11.51, + "learning_rate": 3.424749613497345e-05, + "loss": 0.0961, + "step": 6340 + }, + { + "epoch": 11.52, + "learning_rate": 3.421388720844256e-05, + "loss": 0.101, + "step": 6350 + }, + { + "epoch": 11.54, + "learning_rate": 3.4180278281911676e-05, + "loss": 0.1006, + "step": 6360 + }, + { + "epoch": 11.56, + "learning_rate": 3.414666935538079e-05, + "loss": 0.0942, + "step": 6370 + }, + { + "epoch": 11.58, + "learning_rate": 3.41130604288499e-05, + "loss": 0.0985, + "step": 6380 + }, + { + "epoch": 11.6, + "learning_rate": 3.4079451502319016e-05, + "loss": 0.0986, + "step": 6390 + }, + { + "epoch": 11.61, + "learning_rate": 3.404584257578813e-05, + "loss": 0.1069, + "step": 6400 + }, + { + "epoch": 11.63, + "learning_rate": 3.401223364925725e-05, + "loss": 0.109, + "step": 6410 + }, + { + "epoch": 11.65, + "learning_rate": 3.397862472272636e-05, + "loss": 0.0929, + "step": 6420 + }, + { + "epoch": 11.67, + "learning_rate": 3.3945015796195475e-05, + "loss": 0.1104, + "step": 6430 + }, + { + "epoch": 11.69, + "learning_rate": 3.391140686966459e-05, + "loss": 0.1126, + "step": 6440 + }, + { + "epoch": 11.71, + "learning_rate": 3.38777979431337e-05, + "loss": 0.0899, + "step": 6450 + }, + { + "epoch": 11.72, + "learning_rate": 3.3844189016602815e-05, + "loss": 0.0756, + "step": 6460 + }, + { + "epoch": 11.74, + "learning_rate": 3.381058009007193e-05, + "loss": 0.0904, + "step": 6470 + }, + { + "epoch": 11.76, + "learning_rate": 3.3776971163541035e-05, + "loss": 0.0968, + "step": 6480 + }, + { + "epoch": 11.78, + "learning_rate": 3.374336223701015e-05, + "loss": 0.1116, + "step": 6490 + }, + { + "epoch": 11.8, + "learning_rate": 3.370975331047926e-05, + "loss": 0.1048, + "step": 6500 + }, + { + "epoch": 11.81, + "learning_rate": 3.3676144383948374e-05, + "loss": 0.117, + "step": 6510 + }, + { + "epoch": 11.83, + "learning_rate": 3.364253545741749e-05, + "loss": 0.0941, + "step": 6520 + }, + { + "epoch": 11.85, + "learning_rate": 3.36089265308866e-05, + "loss": 0.0775, + "step": 6530 + }, + { + "epoch": 11.87, + "learning_rate": 3.3575317604355714e-05, + "loss": 0.1104, + "step": 6540 + }, + { + "epoch": 11.89, + "learning_rate": 3.3541708677824834e-05, + "loss": 0.0935, + "step": 6550 + }, + { + "epoch": 11.9, + "learning_rate": 3.350809975129395e-05, + "loss": 0.1071, + "step": 6560 + }, + { + "epoch": 11.92, + "learning_rate": 3.347449082476306e-05, + "loss": 0.092, + "step": 6570 + }, + { + "epoch": 11.94, + "learning_rate": 3.3440881898232174e-05, + "loss": 0.1038, + "step": 6580 + }, + { + "epoch": 11.96, + "learning_rate": 3.340727297170129e-05, + "loss": 0.1006, + "step": 6590 + }, + { + "epoch": 11.98, + "learning_rate": 3.33736640451704e-05, + "loss": 0.0806, + "step": 6600 + }, + { + "epoch": 12.0, + "learning_rate": 3.3340055118639514e-05, + "loss": 0.1097, + "step": 6610 + }, + { + "epoch": 12.0, + "eval_accuracy": 0.985969387755102, + "eval_loss": 0.039833247661590576, + "eval_runtime": 86.1101, + "eval_samples_per_second": 136.569, + "eval_steps_per_second": 4.274, + "step": 6612 + }, + { + "epoch": 12.01, + "learning_rate": 3.330644619210863e-05, + "loss": 0.1124, + "step": 6620 + }, + { + "epoch": 12.03, + "learning_rate": 3.327283726557774e-05, + "loss": 0.0846, + "step": 6630 + }, + { + "epoch": 12.05, + "learning_rate": 3.323922833904685e-05, + "loss": 0.0932, + "step": 6640 + }, + { + "epoch": 12.07, + "learning_rate": 3.3205619412515967e-05, + "loss": 0.1111, + "step": 6650 + }, + { + "epoch": 12.09, + "learning_rate": 3.317201048598508e-05, + "loss": 0.0798, + "step": 6660 + }, + { + "epoch": 12.11, + "learning_rate": 3.313840155945419e-05, + "loss": 0.0977, + "step": 6670 + }, + { + "epoch": 12.12, + "learning_rate": 3.3104792632923306e-05, + "loss": 0.1022, + "step": 6680 + }, + { + "epoch": 12.14, + "learning_rate": 3.307118370639242e-05, + "loss": 0.0833, + "step": 6690 + }, + { + "epoch": 12.16, + "learning_rate": 3.303757477986153e-05, + "loss": 0.1004, + "step": 6700 + }, + { + "epoch": 12.18, + "learning_rate": 3.3003965853330646e-05, + "loss": 0.1135, + "step": 6710 + }, + { + "epoch": 12.2, + "learning_rate": 3.297035692679976e-05, + "loss": 0.0931, + "step": 6720 + }, + { + "epoch": 12.21, + "learning_rate": 3.293674800026887e-05, + "loss": 0.0889, + "step": 6730 + }, + { + "epoch": 12.23, + "learning_rate": 3.2903139073737986e-05, + "loss": 0.1122, + "step": 6740 + }, + { + "epoch": 12.25, + "learning_rate": 3.28695301472071e-05, + "loss": 0.1103, + "step": 6750 + }, + { + "epoch": 12.27, + "learning_rate": 3.283592122067621e-05, + "loss": 0.0818, + "step": 6760 + }, + { + "epoch": 12.29, + "learning_rate": 3.2802312294145326e-05, + "loss": 0.1051, + "step": 6770 + }, + { + "epoch": 12.3, + "learning_rate": 3.276870336761444e-05, + "loss": 0.1094, + "step": 6780 + }, + { + "epoch": 12.32, + "learning_rate": 3.273509444108355e-05, + "loss": 0.0968, + "step": 6790 + }, + { + "epoch": 12.34, + "learning_rate": 3.2701485514552665e-05, + "loss": 0.0776, + "step": 6800 + }, + { + "epoch": 12.36, + "learning_rate": 3.266787658802178e-05, + "loss": 0.093, + "step": 6810 + }, + { + "epoch": 12.38, + "learning_rate": 3.263426766149089e-05, + "loss": 0.0938, + "step": 6820 + }, + { + "epoch": 12.4, + "learning_rate": 3.2600658734960005e-05, + "loss": 0.1, + "step": 6830 + }, + { + "epoch": 12.41, + "learning_rate": 3.256704980842912e-05, + "loss": 0.0891, + "step": 6840 + }, + { + "epoch": 12.43, + "learning_rate": 3.253344088189824e-05, + "loss": 0.0861, + "step": 6850 + }, + { + "epoch": 12.45, + "learning_rate": 3.249983195536735e-05, + "loss": 0.1001, + "step": 6860 + }, + { + "epoch": 12.47, + "learning_rate": 3.2466223028836465e-05, + "loss": 0.0826, + "step": 6870 + }, + { + "epoch": 12.49, + "learning_rate": 3.243261410230558e-05, + "loss": 0.0914, + "step": 6880 + }, + { + "epoch": 12.5, + "learning_rate": 3.239900517577469e-05, + "loss": 0.0991, + "step": 6890 + }, + { + "epoch": 12.52, + "learning_rate": 3.2365396249243804e-05, + "loss": 0.088, + "step": 6900 + }, + { + "epoch": 12.54, + "learning_rate": 3.233178732271291e-05, + "loss": 0.0804, + "step": 6910 + }, + { + "epoch": 12.56, + "learning_rate": 3.2298178396182024e-05, + "loss": 0.0855, + "step": 6920 + }, + { + "epoch": 12.58, + "learning_rate": 3.226456946965114e-05, + "loss": 0.1007, + "step": 6930 + }, + { + "epoch": 12.59, + "learning_rate": 3.223096054312025e-05, + "loss": 0.0868, + "step": 6940 + }, + { + "epoch": 12.61, + "learning_rate": 3.2197351616589364e-05, + "loss": 0.1029, + "step": 6950 + }, + { + "epoch": 12.63, + "learning_rate": 3.216374269005848e-05, + "loss": 0.1003, + "step": 6960 + }, + { + "epoch": 12.65, + "learning_rate": 3.213013376352759e-05, + "loss": 0.0916, + "step": 6970 + }, + { + "epoch": 12.67, + "learning_rate": 3.2096524836996704e-05, + "loss": 0.0901, + "step": 6980 + }, + { + "epoch": 12.69, + "learning_rate": 3.2062915910465824e-05, + "loss": 0.0776, + "step": 6990 + }, + { + "epoch": 12.7, + "learning_rate": 3.202930698393494e-05, + "loss": 0.0831, + "step": 7000 + }, + { + "epoch": 12.72, + "learning_rate": 3.199569805740405e-05, + "loss": 0.097, + "step": 7010 + }, + { + "epoch": 12.74, + "learning_rate": 3.196208913087316e-05, + "loss": 0.0994, + "step": 7020 + }, + { + "epoch": 12.76, + "learning_rate": 3.192848020434228e-05, + "loss": 0.0881, + "step": 7030 + }, + { + "epoch": 12.78, + "learning_rate": 3.189487127781139e-05, + "loss": 0.0973, + "step": 7040 + }, + { + "epoch": 12.79, + "learning_rate": 3.18612623512805e-05, + "loss": 0.1038, + "step": 7050 + }, + { + "epoch": 12.81, + "learning_rate": 3.1827653424749616e-05, + "loss": 0.0963, + "step": 7060 + }, + { + "epoch": 12.83, + "learning_rate": 3.179404449821873e-05, + "loss": 0.0753, + "step": 7070 + }, + { + "epoch": 12.85, + "learning_rate": 3.176043557168784e-05, + "loss": 0.1137, + "step": 7080 + }, + { + "epoch": 12.87, + "learning_rate": 3.1726826645156956e-05, + "loss": 0.1004, + "step": 7090 + }, + { + "epoch": 12.88, + "learning_rate": 3.169321771862607e-05, + "loss": 0.0787, + "step": 7100 + }, + { + "epoch": 12.9, + "learning_rate": 3.165960879209518e-05, + "loss": 0.0888, + "step": 7110 + }, + { + "epoch": 12.92, + "learning_rate": 3.1625999865564296e-05, + "loss": 0.0931, + "step": 7120 + }, + { + "epoch": 12.94, + "learning_rate": 3.159239093903341e-05, + "loss": 0.0769, + "step": 7130 + }, + { + "epoch": 12.96, + "learning_rate": 3.155878201250252e-05, + "loss": 0.1172, + "step": 7140 + }, + { + "epoch": 12.98, + "learning_rate": 3.1525173085971636e-05, + "loss": 0.1079, + "step": 7150 + }, + { + "epoch": 12.99, + "learning_rate": 3.149156415944075e-05, + "loss": 0.0763, + "step": 7160 + }, + { + "epoch": 13.0, + "eval_accuracy": 0.9866496598639456, + "eval_loss": 0.034792013466358185, + "eval_runtime": 85.3683, + "eval_samples_per_second": 137.756, + "eval_steps_per_second": 4.311, + "step": 7163 + }, + { + "epoch": 13.01, + "learning_rate": 3.145795523290986e-05, + "loss": 0.0968, + "step": 7170 + }, + { + "epoch": 13.03, + "learning_rate": 3.1424346306378975e-05, + "loss": 0.0799, + "step": 7180 + }, + { + "epoch": 13.05, + "learning_rate": 3.139073737984809e-05, + "loss": 0.0901, + "step": 7190 + }, + { + "epoch": 13.07, + "learning_rate": 3.13571284533172e-05, + "loss": 0.0963, + "step": 7200 + }, + { + "epoch": 13.09, + "learning_rate": 3.1323519526786315e-05, + "loss": 0.0835, + "step": 7210 + }, + { + "epoch": 13.1, + "learning_rate": 3.128991060025543e-05, + "loss": 0.0945, + "step": 7220 + }, + { + "epoch": 13.12, + "learning_rate": 3.125630167372454e-05, + "loss": 0.0855, + "step": 7230 + }, + { + "epoch": 13.14, + "learning_rate": 3.1222692747193655e-05, + "loss": 0.1057, + "step": 7240 + }, + { + "epoch": 13.16, + "learning_rate": 3.118908382066277e-05, + "loss": 0.095, + "step": 7250 + }, + { + "epoch": 13.18, + "learning_rate": 3.115547489413188e-05, + "loss": 0.0803, + "step": 7260 + }, + { + "epoch": 13.19, + "learning_rate": 3.1121865967600994e-05, + "loss": 0.0974, + "step": 7270 + }, + { + "epoch": 13.21, + "learning_rate": 3.1088257041070114e-05, + "loss": 0.1054, + "step": 7280 + }, + { + "epoch": 13.23, + "learning_rate": 3.105464811453923e-05, + "loss": 0.0947, + "step": 7290 + }, + { + "epoch": 13.25, + "learning_rate": 3.102103918800834e-05, + "loss": 0.0841, + "step": 7300 + }, + { + "epoch": 13.27, + "learning_rate": 3.0987430261477454e-05, + "loss": 0.0727, + "step": 7310 + }, + { + "epoch": 13.28, + "learning_rate": 3.095382133494657e-05, + "loss": 0.0938, + "step": 7320 + }, + { + "epoch": 13.3, + "learning_rate": 3.092021240841568e-05, + "loss": 0.0843, + "step": 7330 + }, + { + "epoch": 13.32, + "learning_rate": 3.088660348188479e-05, + "loss": 0.0847, + "step": 7340 + }, + { + "epoch": 13.34, + "learning_rate": 3.08529945553539e-05, + "loss": 0.097, + "step": 7350 + }, + { + "epoch": 13.36, + "learning_rate": 3.0819385628823014e-05, + "loss": 0.073, + "step": 7360 + }, + { + "epoch": 13.38, + "learning_rate": 3.078577670229213e-05, + "loss": 0.0816, + "step": 7370 + }, + { + "epoch": 13.39, + "learning_rate": 3.075216777576124e-05, + "loss": 0.1048, + "step": 7380 + }, + { + "epoch": 13.41, + "learning_rate": 3.071855884923035e-05, + "loss": 0.0818, + "step": 7390 + }, + { + "epoch": 13.43, + "learning_rate": 3.068494992269947e-05, + "loss": 0.0861, + "step": 7400 + }, + { + "epoch": 13.45, + "learning_rate": 3.065134099616858e-05, + "loss": 0.098, + "step": 7410 + }, + { + "epoch": 13.47, + "learning_rate": 3.061773206963769e-05, + "loss": 0.097, + "step": 7420 + }, + { + "epoch": 13.48, + "learning_rate": 3.058412314310681e-05, + "loss": 0.099, + "step": 7430 + }, + { + "epoch": 13.5, + "learning_rate": 3.0550514216575926e-05, + "loss": 0.0813, + "step": 7440 + }, + { + "epoch": 13.52, + "learning_rate": 3.051690529004504e-05, + "loss": 0.0703, + "step": 7450 + }, + { + "epoch": 13.54, + "learning_rate": 3.0483296363514153e-05, + "loss": 0.09, + "step": 7460 + }, + { + "epoch": 13.56, + "learning_rate": 3.0449687436983266e-05, + "loss": 0.1, + "step": 7470 + }, + { + "epoch": 13.57, + "learning_rate": 3.041607851045238e-05, + "loss": 0.0844, + "step": 7480 + }, + { + "epoch": 13.59, + "learning_rate": 3.0382469583921493e-05, + "loss": 0.0985, + "step": 7490 + }, + { + "epoch": 13.61, + "learning_rate": 3.0348860657390606e-05, + "loss": 0.0917, + "step": 7500 + }, + { + "epoch": 13.63, + "learning_rate": 3.0315251730859716e-05, + "loss": 0.0905, + "step": 7510 + }, + { + "epoch": 13.65, + "learning_rate": 3.028164280432883e-05, + "loss": 0.104, + "step": 7520 + }, + { + "epoch": 13.67, + "learning_rate": 3.0248033877797942e-05, + "loss": 0.1051, + "step": 7530 + }, + { + "epoch": 13.68, + "learning_rate": 3.0214424951267055e-05, + "loss": 0.0711, + "step": 7540 + }, + { + "epoch": 13.7, + "learning_rate": 3.018081602473617e-05, + "loss": 0.0658, + "step": 7550 + }, + { + "epoch": 13.72, + "learning_rate": 3.0147207098205282e-05, + "loss": 0.086, + "step": 7560 + }, + { + "epoch": 13.74, + "learning_rate": 3.0113598171674402e-05, + "loss": 0.0957, + "step": 7570 + }, + { + "epoch": 13.76, + "learning_rate": 3.0079989245143515e-05, + "loss": 0.1112, + "step": 7580 + }, + { + "epoch": 13.77, + "learning_rate": 3.004638031861263e-05, + "loss": 0.0761, + "step": 7590 + }, + { + "epoch": 13.79, + "learning_rate": 3.0012771392081738e-05, + "loss": 0.1093, + "step": 7600 + }, + { + "epoch": 13.81, + "learning_rate": 2.997916246555085e-05, + "loss": 0.099, + "step": 7610 + }, + { + "epoch": 13.83, + "learning_rate": 2.9945553539019965e-05, + "loss": 0.0899, + "step": 7620 + }, + { + "epoch": 13.85, + "learning_rate": 2.9911944612489078e-05, + "loss": 0.101, + "step": 7630 + }, + { + "epoch": 13.86, + "learning_rate": 2.987833568595819e-05, + "loss": 0.0875, + "step": 7640 + }, + { + "epoch": 13.88, + "learning_rate": 2.9844726759427304e-05, + "loss": 0.0684, + "step": 7650 + }, + { + "epoch": 13.9, + "learning_rate": 2.9811117832896418e-05, + "loss": 0.079, + "step": 7660 + }, + { + "epoch": 13.92, + "learning_rate": 2.977750890636553e-05, + "loss": 0.0883, + "step": 7670 + }, + { + "epoch": 13.94, + "learning_rate": 2.9743899979834644e-05, + "loss": 0.079, + "step": 7680 + }, + { + "epoch": 13.96, + "learning_rate": 2.9710291053303757e-05, + "loss": 0.0961, + "step": 7690 + }, + { + "epoch": 13.97, + "learning_rate": 2.967668212677287e-05, + "loss": 0.0901, + "step": 7700 + }, + { + "epoch": 13.99, + "learning_rate": 2.9643073200241984e-05, + "loss": 0.0895, + "step": 7710 + }, + { + "epoch": 14.0, + "eval_accuracy": 0.9884353741496599, + "eval_loss": 0.03410044312477112, + "eval_runtime": 88.1283, + "eval_samples_per_second": 133.442, + "eval_steps_per_second": 4.176, + "step": 7714 + }, + { + "epoch": 14.01, + "learning_rate": 2.96094642737111e-05, + "loss": 0.0972, + "step": 7720 + }, + { + "epoch": 14.03, + "learning_rate": 2.9575855347180214e-05, + "loss": 0.0918, + "step": 7730 + }, + { + "epoch": 14.05, + "learning_rate": 2.9542246420649327e-05, + "loss": 0.0791, + "step": 7740 + }, + { + "epoch": 14.07, + "learning_rate": 2.950863749411844e-05, + "loss": 0.0766, + "step": 7750 + }, + { + "epoch": 14.08, + "learning_rate": 2.9475028567587554e-05, + "loss": 0.0704, + "step": 7760 + }, + { + "epoch": 14.1, + "learning_rate": 2.9441419641056667e-05, + "loss": 0.0926, + "step": 7770 + }, + { + "epoch": 14.12, + "learning_rate": 2.940781071452578e-05, + "loss": 0.0775, + "step": 7780 + }, + { + "epoch": 14.14, + "learning_rate": 2.9374201787994893e-05, + "loss": 0.0713, + "step": 7790 + }, + { + "epoch": 14.16, + "learning_rate": 2.9340592861464007e-05, + "loss": 0.0739, + "step": 7800 + }, + { + "epoch": 14.17, + "learning_rate": 2.930698393493312e-05, + "loss": 0.0748, + "step": 7810 + }, + { + "epoch": 14.19, + "learning_rate": 2.9273375008402233e-05, + "loss": 0.0659, + "step": 7820 + }, + { + "epoch": 14.21, + "learning_rate": 2.9239766081871346e-05, + "loss": 0.096, + "step": 7830 + }, + { + "epoch": 14.23, + "learning_rate": 2.920615715534046e-05, + "loss": 0.0814, + "step": 7840 + }, + { + "epoch": 14.25, + "learning_rate": 2.917254822880957e-05, + "loss": 0.0614, + "step": 7850 + }, + { + "epoch": 14.26, + "learning_rate": 2.9138939302278683e-05, + "loss": 0.088, + "step": 7860 + }, + { + "epoch": 14.28, + "learning_rate": 2.9105330375747803e-05, + "loss": 0.0876, + "step": 7870 + }, + { + "epoch": 14.3, + "learning_rate": 2.9071721449216916e-05, + "loss": 0.0821, + "step": 7880 + }, + { + "epoch": 14.32, + "learning_rate": 2.903811252268603e-05, + "loss": 0.0911, + "step": 7890 + }, + { + "epoch": 14.34, + "learning_rate": 2.9004503596155142e-05, + "loss": 0.0846, + "step": 7900 + }, + { + "epoch": 14.36, + "learning_rate": 2.8970894669624256e-05, + "loss": 0.0782, + "step": 7910 + }, + { + "epoch": 14.37, + "learning_rate": 2.893728574309337e-05, + "loss": 0.1068, + "step": 7920 + }, + { + "epoch": 14.39, + "learning_rate": 2.8903676816562482e-05, + "loss": 0.0989, + "step": 7930 + }, + { + "epoch": 14.41, + "learning_rate": 2.8870067890031592e-05, + "loss": 0.077, + "step": 7940 + }, + { + "epoch": 14.43, + "learning_rate": 2.8836458963500705e-05, + "loss": 0.0857, + "step": 7950 + }, + { + "epoch": 14.45, + "learning_rate": 2.880285003696982e-05, + "loss": 0.0883, + "step": 7960 + }, + { + "epoch": 14.46, + "learning_rate": 2.876924111043893e-05, + "loss": 0.0841, + "step": 7970 + }, + { + "epoch": 14.48, + "learning_rate": 2.8735632183908045e-05, + "loss": 0.0777, + "step": 7980 + }, + { + "epoch": 14.5, + "learning_rate": 2.8702023257377158e-05, + "loss": 0.0862, + "step": 7990 + }, + { + "epoch": 14.52, + "learning_rate": 2.866841433084627e-05, + "loss": 0.0851, + "step": 8000 + }, + { + "epoch": 14.54, + "learning_rate": 2.863480540431539e-05, + "loss": 0.1016, + "step": 8010 + }, + { + "epoch": 14.55, + "learning_rate": 2.8601196477784505e-05, + "loss": 0.0648, + "step": 8020 + }, + { + "epoch": 14.57, + "learning_rate": 2.8567587551253615e-05, + "loss": 0.073, + "step": 8030 + }, + { + "epoch": 14.59, + "learning_rate": 2.8533978624722728e-05, + "loss": 0.0886, + "step": 8040 + }, + { + "epoch": 14.61, + "learning_rate": 2.850036969819184e-05, + "loss": 0.0982, + "step": 8050 + }, + { + "epoch": 14.63, + "learning_rate": 2.8466760771660954e-05, + "loss": 0.0733, + "step": 8060 + }, + { + "epoch": 14.65, + "learning_rate": 2.8433151845130067e-05, + "loss": 0.0904, + "step": 8070 + }, + { + "epoch": 14.66, + "learning_rate": 2.839954291859918e-05, + "loss": 0.0766, + "step": 8080 + }, + { + "epoch": 14.68, + "learning_rate": 2.8365933992068294e-05, + "loss": 0.0739, + "step": 8090 + }, + { + "epoch": 14.7, + "learning_rate": 2.8332325065537407e-05, + "loss": 0.0793, + "step": 8100 + }, + { + "epoch": 14.72, + "learning_rate": 2.829871613900652e-05, + "loss": 0.0833, + "step": 8110 + }, + { + "epoch": 14.74, + "learning_rate": 2.8265107212475634e-05, + "loss": 0.0671, + "step": 8120 + }, + { + "epoch": 14.75, + "learning_rate": 2.8231498285944747e-05, + "loss": 0.0827, + "step": 8130 + }, + { + "epoch": 14.77, + "learning_rate": 2.819788935941386e-05, + "loss": 0.104, + "step": 8140 + }, + { + "epoch": 14.79, + "learning_rate": 2.8164280432882973e-05, + "loss": 0.0865, + "step": 8150 + }, + { + "epoch": 14.81, + "learning_rate": 2.813067150635209e-05, + "loss": 0.0742, + "step": 8160 + }, + { + "epoch": 14.83, + "learning_rate": 2.8097062579821203e-05, + "loss": 0.0939, + "step": 8170 + }, + { + "epoch": 14.84, + "learning_rate": 2.8063453653290317e-05, + "loss": 0.0829, + "step": 8180 + }, + { + "epoch": 14.86, + "learning_rate": 2.802984472675943e-05, + "loss": 0.0772, + "step": 8190 + }, + { + "epoch": 14.88, + "learning_rate": 2.7996235800228543e-05, + "loss": 0.0803, + "step": 8200 + }, + { + "epoch": 14.9, + "learning_rate": 2.7962626873697656e-05, + "loss": 0.0712, + "step": 8210 + }, + { + "epoch": 14.92, + "learning_rate": 2.792901794716677e-05, + "loss": 0.0878, + "step": 8220 + }, + { + "epoch": 14.94, + "learning_rate": 2.7895409020635883e-05, + "loss": 0.075, + "step": 8230 + }, + { + "epoch": 14.95, + "learning_rate": 2.7861800094104996e-05, + "loss": 0.0682, + "step": 8240 + }, + { + "epoch": 14.97, + "learning_rate": 2.782819116757411e-05, + "loss": 0.0792, + "step": 8250 + }, + { + "epoch": 14.99, + "learning_rate": 2.7794582241043222e-05, + "loss": 0.06, + "step": 8260 + }, + { + "epoch": 15.0, + "eval_accuracy": 0.988265306122449, + "eval_loss": 0.038060512393713, + "eval_runtime": 86.3796, + "eval_samples_per_second": 136.143, + "eval_steps_per_second": 4.26, + "step": 8265 + }, + { + "epoch": 15.01, + "learning_rate": 2.7760973314512336e-05, + "loss": 0.0624, + "step": 8270 + }, + { + "epoch": 15.03, + "learning_rate": 2.7727364387981446e-05, + "loss": 0.0864, + "step": 8280 + }, + { + "epoch": 15.05, + "learning_rate": 2.769375546145056e-05, + "loss": 0.0712, + "step": 8290 + }, + { + "epoch": 15.06, + "learning_rate": 2.766014653491968e-05, + "loss": 0.0754, + "step": 8300 + }, + { + "epoch": 15.08, + "learning_rate": 2.7626537608388792e-05, + "loss": 0.0823, + "step": 8310 + }, + { + "epoch": 15.1, + "learning_rate": 2.7592928681857905e-05, + "loss": 0.0785, + "step": 8320 + }, + { + "epoch": 15.12, + "learning_rate": 2.755931975532702e-05, + "loss": 0.0727, + "step": 8330 + }, + { + "epoch": 15.14, + "learning_rate": 2.7525710828796132e-05, + "loss": 0.0837, + "step": 8340 + }, + { + "epoch": 15.15, + "learning_rate": 2.7492101902265245e-05, + "loss": 0.0697, + "step": 8350 + }, + { + "epoch": 15.17, + "learning_rate": 2.745849297573436e-05, + "loss": 0.0755, + "step": 8360 + }, + { + "epoch": 15.19, + "learning_rate": 2.7424884049203468e-05, + "loss": 0.0685, + "step": 8370 + }, + { + "epoch": 15.21, + "learning_rate": 2.739127512267258e-05, + "loss": 0.0878, + "step": 8380 + }, + { + "epoch": 15.23, + "learning_rate": 2.7357666196141695e-05, + "loss": 0.0872, + "step": 8390 + }, + { + "epoch": 15.24, + "learning_rate": 2.7324057269610808e-05, + "loss": 0.0913, + "step": 8400 + }, + { + "epoch": 15.26, + "learning_rate": 2.729044834307992e-05, + "loss": 0.1044, + "step": 8410 + }, + { + "epoch": 15.28, + "learning_rate": 2.7256839416549034e-05, + "loss": 0.086, + "step": 8420 + }, + { + "epoch": 15.3, + "learning_rate": 2.7223230490018148e-05, + "loss": 0.082, + "step": 8430 + }, + { + "epoch": 15.32, + "learning_rate": 2.718962156348726e-05, + "loss": 0.0765, + "step": 8440 + }, + { + "epoch": 15.34, + "learning_rate": 2.715601263695638e-05, + "loss": 0.0909, + "step": 8450 + }, + { + "epoch": 15.35, + "learning_rate": 2.7122403710425494e-05, + "loss": 0.0809, + "step": 8460 + }, + { + "epoch": 15.37, + "learning_rate": 2.7088794783894604e-05, + "loss": 0.0871, + "step": 8470 + }, + { + "epoch": 15.39, + "learning_rate": 2.7055185857363717e-05, + "loss": 0.0731, + "step": 8480 + }, + { + "epoch": 15.41, + "learning_rate": 2.702157693083283e-05, + "loss": 0.0829, + "step": 8490 + }, + { + "epoch": 15.43, + "learning_rate": 2.6987968004301944e-05, + "loss": 0.0766, + "step": 8500 + }, + { + "epoch": 15.44, + "learning_rate": 2.6954359077771057e-05, + "loss": 0.0706, + "step": 8510 + }, + { + "epoch": 15.46, + "learning_rate": 2.692075015124017e-05, + "loss": 0.0839, + "step": 8520 + }, + { + "epoch": 15.48, + "learning_rate": 2.6887141224709283e-05, + "loss": 0.0949, + "step": 8530 + }, + { + "epoch": 15.5, + "learning_rate": 2.6853532298178397e-05, + "loss": 0.0709, + "step": 8540 + }, + { + "epoch": 15.52, + "learning_rate": 2.681992337164751e-05, + "loss": 0.0803, + "step": 8550 + }, + { + "epoch": 15.53, + "learning_rate": 2.6786314445116623e-05, + "loss": 0.0794, + "step": 8560 + }, + { + "epoch": 15.55, + "learning_rate": 2.6752705518585736e-05, + "loss": 0.0794, + "step": 8570 + }, + { + "epoch": 15.57, + "learning_rate": 2.671909659205485e-05, + "loss": 0.0976, + "step": 8580 + }, + { + "epoch": 15.59, + "learning_rate": 2.6685487665523966e-05, + "loss": 0.076, + "step": 8590 + }, + { + "epoch": 15.61, + "learning_rate": 2.665187873899308e-05, + "loss": 0.0807, + "step": 8600 + }, + { + "epoch": 15.63, + "learning_rate": 2.6618269812462193e-05, + "loss": 0.065, + "step": 8610 + }, + { + "epoch": 15.64, + "learning_rate": 2.6584660885931306e-05, + "loss": 0.0742, + "step": 8620 + }, + { + "epoch": 15.66, + "learning_rate": 2.655105195940042e-05, + "loss": 0.0813, + "step": 8630 + }, + { + "epoch": 15.68, + "learning_rate": 2.6517443032869533e-05, + "loss": 0.082, + "step": 8640 + }, + { + "epoch": 15.7, + "learning_rate": 2.6483834106338646e-05, + "loss": 0.0603, + "step": 8650 + }, + { + "epoch": 15.72, + "learning_rate": 2.645022517980776e-05, + "loss": 0.0797, + "step": 8660 + }, + { + "epoch": 15.73, + "learning_rate": 2.6416616253276872e-05, + "loss": 0.0813, + "step": 8670 + }, + { + "epoch": 15.75, + "learning_rate": 2.6383007326745985e-05, + "loss": 0.0753, + "step": 8680 + }, + { + "epoch": 15.77, + "learning_rate": 2.63493984002151e-05, + "loss": 0.0837, + "step": 8690 + }, + { + "epoch": 15.79, + "learning_rate": 2.6315789473684212e-05, + "loss": 0.0803, + "step": 8700 + }, + { + "epoch": 15.81, + "learning_rate": 2.6282180547153322e-05, + "loss": 0.0798, + "step": 8710 + }, + { + "epoch": 15.83, + "learning_rate": 2.6248571620622435e-05, + "loss": 0.0784, + "step": 8720 + }, + { + "epoch": 15.84, + "learning_rate": 2.621496269409155e-05, + "loss": 0.0709, + "step": 8730 + }, + { + "epoch": 15.86, + "learning_rate": 2.618135376756067e-05, + "loss": 0.0597, + "step": 8740 + }, + { + "epoch": 15.88, + "learning_rate": 2.614774484102978e-05, + "loss": 0.076, + "step": 8750 + }, + { + "epoch": 15.9, + "learning_rate": 2.6114135914498895e-05, + "loss": 0.0918, + "step": 8760 + }, + { + "epoch": 15.92, + "learning_rate": 2.6080526987968008e-05, + "loss": 0.0762, + "step": 8770 + }, + { + "epoch": 15.93, + "learning_rate": 2.604691806143712e-05, + "loss": 0.0874, + "step": 8780 + }, + { + "epoch": 15.95, + "learning_rate": 2.6013309134906235e-05, + "loss": 0.0906, + "step": 8790 + }, + { + "epoch": 15.97, + "learning_rate": 2.5979700208375344e-05, + "loss": 0.0797, + "step": 8800 + }, + { + "epoch": 15.99, + "learning_rate": 2.5946091281844458e-05, + "loss": 0.0767, + "step": 8810 + }, + { + "epoch": 16.0, + "eval_accuracy": 0.9875, + "eval_loss": 0.038219138979911804, + "eval_runtime": 89.4197, + "eval_samples_per_second": 131.515, + "eval_steps_per_second": 4.115, + "step": 8816 + }, + { + "epoch": 16.01, + "learning_rate": 2.591248235531357e-05, + "loss": 0.0849, + "step": 8820 + }, + { + "epoch": 16.03, + "learning_rate": 2.5878873428782684e-05, + "loss": 0.0787, + "step": 8830 + }, + { + "epoch": 16.04, + "learning_rate": 2.5845264502251797e-05, + "loss": 0.0676, + "step": 8840 + }, + { + "epoch": 16.06, + "learning_rate": 2.581165557572091e-05, + "loss": 0.0793, + "step": 8850 + }, + { + "epoch": 16.08, + "learning_rate": 2.5778046649190024e-05, + "loss": 0.0829, + "step": 8860 + }, + { + "epoch": 16.1, + "learning_rate": 2.5744437722659137e-05, + "loss": 0.0768, + "step": 8870 + }, + { + "epoch": 16.12, + "learning_rate": 2.571082879612825e-05, + "loss": 0.0725, + "step": 8880 + }, + { + "epoch": 16.13, + "learning_rate": 2.567721986959737e-05, + "loss": 0.0915, + "step": 8890 + }, + { + "epoch": 16.15, + "learning_rate": 2.564361094306648e-05, + "loss": 0.0825, + "step": 8900 + }, + { + "epoch": 16.17, + "learning_rate": 2.5610002016535593e-05, + "loss": 0.0989, + "step": 8910 + }, + { + "epoch": 16.19, + "learning_rate": 2.5576393090004707e-05, + "loss": 0.087, + "step": 8920 + }, + { + "epoch": 16.21, + "learning_rate": 2.554278416347382e-05, + "loss": 0.0834, + "step": 8930 + }, + { + "epoch": 16.22, + "learning_rate": 2.5509175236942933e-05, + "loss": 0.0783, + "step": 8940 + }, + { + "epoch": 16.24, + "learning_rate": 2.5475566310412046e-05, + "loss": 0.082, + "step": 8950 + }, + { + "epoch": 16.26, + "learning_rate": 2.544195738388116e-05, + "loss": 0.0713, + "step": 8960 + }, + { + "epoch": 16.28, + "learning_rate": 2.5408348457350273e-05, + "loss": 0.076, + "step": 8970 + }, + { + "epoch": 16.3, + "learning_rate": 2.5374739530819386e-05, + "loss": 0.0873, + "step": 8980 + }, + { + "epoch": 16.32, + "learning_rate": 2.53411306042885e-05, + "loss": 0.0718, + "step": 8990 + }, + { + "epoch": 16.33, + "learning_rate": 2.5307521677757613e-05, + "loss": 0.0876, + "step": 9000 + }, + { + "epoch": 16.35, + "learning_rate": 2.5273912751226726e-05, + "loss": 0.0772, + "step": 9010 + }, + { + "epoch": 16.37, + "learning_rate": 2.524030382469584e-05, + "loss": 0.0717, + "step": 9020 + }, + { + "epoch": 16.39, + "learning_rate": 2.5206694898164956e-05, + "loss": 0.0849, + "step": 9030 + }, + { + "epoch": 16.41, + "learning_rate": 2.517308597163407e-05, + "loss": 0.0668, + "step": 9040 + }, + { + "epoch": 16.42, + "learning_rate": 2.5139477045103182e-05, + "loss": 0.0794, + "step": 9050 + }, + { + "epoch": 16.44, + "learning_rate": 2.5105868118572295e-05, + "loss": 0.0676, + "step": 9060 + }, + { + "epoch": 16.46, + "learning_rate": 2.507225919204141e-05, + "loss": 0.086, + "step": 9070 + }, + { + "epoch": 16.48, + "learning_rate": 2.5038650265510522e-05, + "loss": 0.0791, + "step": 9080 + }, + { + "epoch": 16.5, + "learning_rate": 2.5005041338979635e-05, + "loss": 0.0718, + "step": 9090 + }, + { + "epoch": 16.51, + "learning_rate": 2.497143241244875e-05, + "loss": 0.0885, + "step": 9100 + }, + { + "epoch": 16.53, + "learning_rate": 2.4937823485917862e-05, + "loss": 0.065, + "step": 9110 + }, + { + "epoch": 16.55, + "learning_rate": 2.4904214559386975e-05, + "loss": 0.09, + "step": 9120 + }, + { + "epoch": 16.57, + "learning_rate": 2.4870605632856088e-05, + "loss": 0.0879, + "step": 9130 + }, + { + "epoch": 16.59, + "learning_rate": 2.48369967063252e-05, + "loss": 0.0962, + "step": 9140 + }, + { + "epoch": 16.61, + "learning_rate": 2.4803387779794315e-05, + "loss": 0.0818, + "step": 9150 + }, + { + "epoch": 16.62, + "learning_rate": 2.4769778853263428e-05, + "loss": 0.0813, + "step": 9160 + }, + { + "epoch": 16.64, + "learning_rate": 2.473616992673254e-05, + "loss": 0.074, + "step": 9170 + }, + { + "epoch": 16.66, + "learning_rate": 2.4702561000201654e-05, + "loss": 0.0719, + "step": 9180 + }, + { + "epoch": 16.68, + "learning_rate": 2.4668952073670768e-05, + "loss": 0.0709, + "step": 9190 + }, + { + "epoch": 16.7, + "learning_rate": 2.463534314713988e-05, + "loss": 0.0755, + "step": 9200 + }, + { + "epoch": 16.71, + "learning_rate": 2.4601734220608998e-05, + "loss": 0.0744, + "step": 9210 + }, + { + "epoch": 16.73, + "learning_rate": 2.456812529407811e-05, + "loss": 0.086, + "step": 9220 + }, + { + "epoch": 16.75, + "learning_rate": 2.453451636754722e-05, + "loss": 0.0799, + "step": 9230 + }, + { + "epoch": 16.77, + "learning_rate": 2.4500907441016334e-05, + "loss": 0.06, + "step": 9240 + }, + { + "epoch": 16.79, + "learning_rate": 2.4467298514485447e-05, + "loss": 0.0776, + "step": 9250 + }, + { + "epoch": 16.81, + "learning_rate": 2.443368958795456e-05, + "loss": 0.1042, + "step": 9260 + }, + { + "epoch": 16.82, + "learning_rate": 2.4400080661423674e-05, + "loss": 0.0727, + "step": 9270 + }, + { + "epoch": 16.84, + "learning_rate": 2.4366471734892787e-05, + "loss": 0.0663, + "step": 9280 + }, + { + "epoch": 16.86, + "learning_rate": 2.4332862808361903e-05, + "loss": 0.0727, + "step": 9290 + }, + { + "epoch": 16.88, + "learning_rate": 2.4299253881831017e-05, + "loss": 0.0735, + "step": 9300 + }, + { + "epoch": 16.9, + "learning_rate": 2.426564495530013e-05, + "loss": 0.0776, + "step": 9310 + }, + { + "epoch": 16.91, + "learning_rate": 2.4232036028769243e-05, + "loss": 0.0856, + "step": 9320 + }, + { + "epoch": 16.93, + "learning_rate": 2.4198427102238356e-05, + "loss": 0.0784, + "step": 9330 + }, + { + "epoch": 16.95, + "learning_rate": 2.416481817570747e-05, + "loss": 0.0803, + "step": 9340 + }, + { + "epoch": 16.97, + "learning_rate": 2.413120924917658e-05, + "loss": 0.0816, + "step": 9350 + }, + { + "epoch": 16.99, + "learning_rate": 2.4097600322645696e-05, + "loss": 0.0868, + "step": 9360 + }, + { + "epoch": 17.0, + "eval_accuracy": 0.9897959183673469, + "eval_loss": 0.030931392684578896, + "eval_runtime": 93.3354, + "eval_samples_per_second": 125.997, + "eval_steps_per_second": 3.943, + "step": 9367 + }, + { + "epoch": 17.01, + "learning_rate": 2.406399139611481e-05, + "loss": 0.0912, + "step": 9370 + }, + { + "epoch": 17.02, + "learning_rate": 2.4030382469583923e-05, + "loss": 0.0875, + "step": 9380 + }, + { + "epoch": 17.04, + "learning_rate": 2.3996773543053036e-05, + "loss": 0.0967, + "step": 9390 + }, + { + "epoch": 17.06, + "learning_rate": 2.396316461652215e-05, + "loss": 0.0694, + "step": 9400 + }, + { + "epoch": 17.08, + "learning_rate": 2.3929555689991262e-05, + "loss": 0.079, + "step": 9410 + }, + { + "epoch": 17.1, + "learning_rate": 2.3895946763460376e-05, + "loss": 0.0861, + "step": 9420 + }, + { + "epoch": 17.11, + "learning_rate": 2.3862337836929492e-05, + "loss": 0.0589, + "step": 9430 + }, + { + "epoch": 17.13, + "learning_rate": 2.3828728910398606e-05, + "loss": 0.0766, + "step": 9440 + }, + { + "epoch": 17.15, + "learning_rate": 2.3795119983867715e-05, + "loss": 0.0865, + "step": 9450 + }, + { + "epoch": 17.17, + "learning_rate": 2.376151105733683e-05, + "loss": 0.0678, + "step": 9460 + }, + { + "epoch": 17.19, + "learning_rate": 2.3727902130805942e-05, + "loss": 0.0917, + "step": 9470 + }, + { + "epoch": 17.2, + "learning_rate": 2.3694293204275055e-05, + "loss": 0.0663, + "step": 9480 + }, + { + "epoch": 17.22, + "learning_rate": 2.366068427774417e-05, + "loss": 0.0658, + "step": 9490 + }, + { + "epoch": 17.24, + "learning_rate": 2.3627075351213285e-05, + "loss": 0.0682, + "step": 9500 + }, + { + "epoch": 17.26, + "learning_rate": 2.3593466424682398e-05, + "loss": 0.0742, + "step": 9510 + }, + { + "epoch": 17.28, + "learning_rate": 2.355985749815151e-05, + "loss": 0.0777, + "step": 9520 + }, + { + "epoch": 17.3, + "learning_rate": 2.3526248571620625e-05, + "loss": 0.0692, + "step": 9530 + }, + { + "epoch": 17.31, + "learning_rate": 2.3492639645089738e-05, + "loss": 0.0635, + "step": 9540 + }, + { + "epoch": 17.33, + "learning_rate": 2.345903071855885e-05, + "loss": 0.072, + "step": 9550 + }, + { + "epoch": 17.35, + "learning_rate": 2.3425421792027964e-05, + "loss": 0.0757, + "step": 9560 + }, + { + "epoch": 17.37, + "learning_rate": 2.3391812865497074e-05, + "loss": 0.0674, + "step": 9570 + }, + { + "epoch": 17.39, + "learning_rate": 2.335820393896619e-05, + "loss": 0.0863, + "step": 9580 + }, + { + "epoch": 17.4, + "learning_rate": 2.3324595012435304e-05, + "loss": 0.0557, + "step": 9590 + }, + { + "epoch": 17.42, + "learning_rate": 2.3290986085904417e-05, + "loss": 0.0717, + "step": 9600 + }, + { + "epoch": 17.44, + "learning_rate": 2.325737715937353e-05, + "loss": 0.0839, + "step": 9610 + }, + { + "epoch": 17.46, + "learning_rate": 2.3223768232842644e-05, + "loss": 0.1014, + "step": 9620 + }, + { + "epoch": 17.48, + "learning_rate": 2.3190159306311757e-05, + "loss": 0.0713, + "step": 9630 + }, + { + "epoch": 17.5, + "learning_rate": 2.315655037978087e-05, + "loss": 0.0706, + "step": 9640 + }, + { + "epoch": 17.51, + "learning_rate": 2.3122941453249987e-05, + "loss": 0.0863, + "step": 9650 + }, + { + "epoch": 17.53, + "learning_rate": 2.3089332526719097e-05, + "loss": 0.0724, + "step": 9660 + }, + { + "epoch": 17.55, + "learning_rate": 2.305572360018821e-05, + "loss": 0.0779, + "step": 9670 + }, + { + "epoch": 17.57, + "learning_rate": 2.3022114673657323e-05, + "loss": 0.074, + "step": 9680 + }, + { + "epoch": 17.59, + "learning_rate": 2.2988505747126437e-05, + "loss": 0.0873, + "step": 9690 + }, + { + "epoch": 17.6, + "learning_rate": 2.295489682059555e-05, + "loss": 0.0611, + "step": 9700 + }, + { + "epoch": 17.62, + "learning_rate": 2.2921287894064663e-05, + "loss": 0.0722, + "step": 9710 + }, + { + "epoch": 17.64, + "learning_rate": 2.288767896753378e-05, + "loss": 0.0635, + "step": 9720 + }, + { + "epoch": 17.66, + "learning_rate": 2.2854070041002893e-05, + "loss": 0.0717, + "step": 9730 + }, + { + "epoch": 17.68, + "learning_rate": 2.2820461114472006e-05, + "loss": 0.0706, + "step": 9740 + }, + { + "epoch": 17.69, + "learning_rate": 2.278685218794112e-05, + "loss": 0.0835, + "step": 9750 + }, + { + "epoch": 17.71, + "learning_rate": 2.2753243261410233e-05, + "loss": 0.0607, + "step": 9760 + }, + { + "epoch": 17.73, + "learning_rate": 2.2719634334879346e-05, + "loss": 0.0719, + "step": 9770 + }, + { + "epoch": 17.75, + "learning_rate": 2.2686025408348456e-05, + "loss": 0.08, + "step": 9780 + }, + { + "epoch": 17.77, + "learning_rate": 2.265241648181757e-05, + "loss": 0.0632, + "step": 9790 + }, + { + "epoch": 17.79, + "learning_rate": 2.2618807555286686e-05, + "loss": 0.0801, + "step": 9800 + }, + { + "epoch": 17.8, + "learning_rate": 2.25851986287558e-05, + "loss": 0.0633, + "step": 9810 + }, + { + "epoch": 17.82, + "learning_rate": 2.2551589702224912e-05, + "loss": 0.0684, + "step": 9820 + }, + { + "epoch": 17.84, + "learning_rate": 2.2517980775694025e-05, + "loss": 0.0931, + "step": 9830 + }, + { + "epoch": 17.86, + "learning_rate": 2.248437184916314e-05, + "loss": 0.0636, + "step": 9840 + }, + { + "epoch": 17.88, + "learning_rate": 2.2450762922632252e-05, + "loss": 0.0578, + "step": 9850 + }, + { + "epoch": 17.89, + "learning_rate": 2.2417153996101365e-05, + "loss": 0.0681, + "step": 9860 + }, + { + "epoch": 17.91, + "learning_rate": 2.2383545069570482e-05, + "loss": 0.0815, + "step": 9870 + }, + { + "epoch": 17.93, + "learning_rate": 2.234993614303959e-05, + "loss": 0.0702, + "step": 9880 + }, + { + "epoch": 17.95, + "learning_rate": 2.2316327216508705e-05, + "loss": 0.0705, + "step": 9890 + }, + { + "epoch": 17.97, + "learning_rate": 2.2282718289977818e-05, + "loss": 0.077, + "step": 9900 + }, + { + "epoch": 17.98, + "learning_rate": 2.224910936344693e-05, + "loss": 0.091, + "step": 9910 + }, + { + "epoch": 18.0, + "eval_accuracy": 0.9885204081632653, + "eval_loss": 0.033893804997205734, + "eval_runtime": 94.7988, + "eval_samples_per_second": 124.052, + "eval_steps_per_second": 3.882, + "step": 9918 + }, + { + "epoch": 18.0, + "learning_rate": 2.2215500436916045e-05, + "loss": 0.0747, + "step": 9920 + }, + { + "epoch": 18.02, + "learning_rate": 2.2181891510385158e-05, + "loss": 0.0653, + "step": 9930 + }, + { + "epoch": 18.04, + "learning_rate": 2.2148282583854274e-05, + "loss": 0.0706, + "step": 9940 + }, + { + "epoch": 18.06, + "learning_rate": 2.2114673657323388e-05, + "loss": 0.0881, + "step": 9950 + }, + { + "epoch": 18.08, + "learning_rate": 2.20810647307925e-05, + "loss": 0.0606, + "step": 9960 + }, + { + "epoch": 18.09, + "learning_rate": 2.2047455804261614e-05, + "loss": 0.0647, + "step": 9970 + }, + { + "epoch": 18.11, + "learning_rate": 2.2013846877730727e-05, + "loss": 0.0759, + "step": 9980 + }, + { + "epoch": 18.13, + "learning_rate": 2.198023795119984e-05, + "loss": 0.083, + "step": 9990 + }, + { + "epoch": 18.15, + "learning_rate": 2.194662902466895e-05, + "loss": 0.0767, + "step": 10000 + }, + { + "epoch": 18.17, + "learning_rate": 2.1913020098138067e-05, + "loss": 0.0786, + "step": 10010 + }, + { + "epoch": 18.18, + "learning_rate": 2.187941117160718e-05, + "loss": 0.0529, + "step": 10020 + }, + { + "epoch": 18.2, + "learning_rate": 2.1845802245076294e-05, + "loss": 0.0665, + "step": 10030 + }, + { + "epoch": 18.22, + "learning_rate": 2.1812193318545407e-05, + "loss": 0.0803, + "step": 10040 + }, + { + "epoch": 18.24, + "learning_rate": 2.177858439201452e-05, + "loss": 0.0678, + "step": 10050 + }, + { + "epoch": 18.26, + "learning_rate": 2.1744975465483633e-05, + "loss": 0.0722, + "step": 10060 + }, + { + "epoch": 18.28, + "learning_rate": 2.1711366538952747e-05, + "loss": 0.0861, + "step": 10070 + }, + { + "epoch": 18.29, + "learning_rate": 2.167775761242186e-05, + "loss": 0.0818, + "step": 10080 + }, + { + "epoch": 18.31, + "learning_rate": 2.1644148685890973e-05, + "loss": 0.0609, + "step": 10090 + }, + { + "epoch": 18.33, + "learning_rate": 2.1610539759360086e-05, + "loss": 0.0746, + "step": 10100 + }, + { + "epoch": 18.35, + "learning_rate": 2.15769308328292e-05, + "loss": 0.0693, + "step": 10110 + }, + { + "epoch": 18.37, + "learning_rate": 2.1543321906298313e-05, + "loss": 0.0697, + "step": 10120 + }, + { + "epoch": 18.38, + "learning_rate": 2.1509712979767426e-05, + "loss": 0.0666, + "step": 10130 + }, + { + "epoch": 18.4, + "learning_rate": 2.147610405323654e-05, + "loss": 0.0764, + "step": 10140 + }, + { + "epoch": 18.42, + "learning_rate": 2.1442495126705653e-05, + "loss": 0.0668, + "step": 10150 + }, + { + "epoch": 18.44, + "learning_rate": 2.140888620017477e-05, + "loss": 0.064, + "step": 10160 + }, + { + "epoch": 18.46, + "learning_rate": 2.1375277273643882e-05, + "loss": 0.0864, + "step": 10170 + }, + { + "epoch": 18.48, + "learning_rate": 2.1341668347112996e-05, + "loss": 0.0639, + "step": 10180 + }, + { + "epoch": 18.49, + "learning_rate": 2.130805942058211e-05, + "loss": 0.0714, + "step": 10190 + }, + { + "epoch": 18.51, + "learning_rate": 2.1274450494051222e-05, + "loss": 0.0626, + "step": 10200 + }, + { + "epoch": 18.53, + "learning_rate": 2.1240841567520335e-05, + "loss": 0.0695, + "step": 10210 + }, + { + "epoch": 18.55, + "learning_rate": 2.1207232640989445e-05, + "loss": 0.0717, + "step": 10220 + }, + { + "epoch": 18.57, + "learning_rate": 2.1173623714458562e-05, + "loss": 0.0627, + "step": 10230 + }, + { + "epoch": 18.58, + "learning_rate": 2.1140014787927675e-05, + "loss": 0.0688, + "step": 10240 + }, + { + "epoch": 18.6, + "learning_rate": 2.110640586139679e-05, + "loss": 0.0819, + "step": 10250 + }, + { + "epoch": 18.62, + "learning_rate": 2.10727969348659e-05, + "loss": 0.0769, + "step": 10260 + }, + { + "epoch": 18.64, + "learning_rate": 2.1039188008335015e-05, + "loss": 0.0736, + "step": 10270 + }, + { + "epoch": 18.66, + "learning_rate": 2.1005579081804128e-05, + "loss": 0.0615, + "step": 10280 + }, + { + "epoch": 18.67, + "learning_rate": 2.097197015527324e-05, + "loss": 0.0745, + "step": 10290 + }, + { + "epoch": 18.69, + "learning_rate": 2.0938361228742355e-05, + "loss": 0.0651, + "step": 10300 + }, + { + "epoch": 18.71, + "learning_rate": 2.0904752302211468e-05, + "loss": 0.084, + "step": 10310 + }, + { + "epoch": 18.73, + "learning_rate": 2.087114337568058e-05, + "loss": 0.0601, + "step": 10320 + }, + { + "epoch": 18.75, + "learning_rate": 2.0837534449149694e-05, + "loss": 0.0639, + "step": 10330 + }, + { + "epoch": 18.77, + "learning_rate": 2.0803925522618808e-05, + "loss": 0.071, + "step": 10340 + }, + { + "epoch": 18.78, + "learning_rate": 2.077031659608792e-05, + "loss": 0.0666, + "step": 10350 + }, + { + "epoch": 18.8, + "learning_rate": 2.0736707669557034e-05, + "loss": 0.0597, + "step": 10360 + }, + { + "epoch": 18.82, + "learning_rate": 2.0703098743026147e-05, + "loss": 0.0785, + "step": 10370 + }, + { + "epoch": 18.84, + "learning_rate": 2.0669489816495264e-05, + "loss": 0.0633, + "step": 10380 + }, + { + "epoch": 18.86, + "learning_rate": 2.0635880889964377e-05, + "loss": 0.0696, + "step": 10390 + }, + { + "epoch": 18.87, + "learning_rate": 2.060227196343349e-05, + "loss": 0.0779, + "step": 10400 + }, + { + "epoch": 18.89, + "learning_rate": 2.0568663036902604e-05, + "loss": 0.0736, + "step": 10410 + }, + { + "epoch": 18.91, + "learning_rate": 2.0535054110371717e-05, + "loss": 0.0493, + "step": 10420 + }, + { + "epoch": 18.93, + "learning_rate": 2.0501445183840827e-05, + "loss": 0.068, + "step": 10430 + }, + { + "epoch": 18.95, + "learning_rate": 2.046783625730994e-05, + "loss": 0.0605, + "step": 10440 + }, + { + "epoch": 18.96, + "learning_rate": 2.0434227330779057e-05, + "loss": 0.0839, + "step": 10450 + }, + { + "epoch": 18.98, + "learning_rate": 2.040061840424817e-05, + "loss": 0.0817, + "step": 10460 + }, + { + "epoch": 19.0, + "eval_accuracy": 0.9913265306122448, + "eval_loss": 0.024345681071281433, + "eval_runtime": 94.3004, + "eval_samples_per_second": 124.708, + "eval_steps_per_second": 3.902, + "step": 10469 + }, + { + "epoch": 19.0, + "learning_rate": 2.0367009477717283e-05, + "loss": 0.0596, + "step": 10470 + }, + { + "epoch": 19.02, + "learning_rate": 2.0333400551186396e-05, + "loss": 0.0677, + "step": 10480 + }, + { + "epoch": 19.04, + "learning_rate": 2.029979162465551e-05, + "loss": 0.0586, + "step": 10490 + }, + { + "epoch": 19.06, + "learning_rate": 2.0266182698124623e-05, + "loss": 0.0604, + "step": 10500 + }, + { + "epoch": 19.07, + "learning_rate": 2.0232573771593736e-05, + "loss": 0.0762, + "step": 10510 + }, + { + "epoch": 19.09, + "learning_rate": 2.019896484506285e-05, + "loss": 0.0718, + "step": 10520 + }, + { + "epoch": 19.11, + "learning_rate": 2.0165355918531963e-05, + "loss": 0.0782, + "step": 10530 + }, + { + "epoch": 19.13, + "learning_rate": 2.0131746992001076e-05, + "loss": 0.0796, + "step": 10540 + }, + { + "epoch": 19.15, + "learning_rate": 2.009813806547019e-05, + "loss": 0.0571, + "step": 10550 + }, + { + "epoch": 19.17, + "learning_rate": 2.0064529138939302e-05, + "loss": 0.0824, + "step": 10560 + }, + { + "epoch": 19.18, + "learning_rate": 2.0030920212408416e-05, + "loss": 0.0629, + "step": 10570 + }, + { + "epoch": 19.2, + "learning_rate": 1.999731128587753e-05, + "loss": 0.0743, + "step": 10580 + }, + { + "epoch": 19.22, + "learning_rate": 1.9963702359346642e-05, + "loss": 0.0584, + "step": 10590 + }, + { + "epoch": 19.24, + "learning_rate": 1.993009343281576e-05, + "loss": 0.0795, + "step": 10600 + }, + { + "epoch": 19.26, + "learning_rate": 1.9896484506284872e-05, + "loss": 0.0591, + "step": 10610 + }, + { + "epoch": 19.27, + "learning_rate": 1.9862875579753985e-05, + "loss": 0.054, + "step": 10620 + }, + { + "epoch": 19.29, + "learning_rate": 1.98292666532231e-05, + "loss": 0.0861, + "step": 10630 + }, + { + "epoch": 19.31, + "learning_rate": 1.979565772669221e-05, + "loss": 0.0676, + "step": 10640 + }, + { + "epoch": 19.33, + "learning_rate": 1.976204880016132e-05, + "loss": 0.0638, + "step": 10650 + }, + { + "epoch": 19.35, + "learning_rate": 1.9728439873630435e-05, + "loss": 0.0749, + "step": 10660 + }, + { + "epoch": 19.36, + "learning_rate": 1.969483094709955e-05, + "loss": 0.0758, + "step": 10670 + }, + { + "epoch": 19.38, + "learning_rate": 1.9661222020568665e-05, + "loss": 0.0876, + "step": 10680 + }, + { + "epoch": 19.4, + "learning_rate": 1.9627613094037778e-05, + "loss": 0.0623, + "step": 10690 + }, + { + "epoch": 19.42, + "learning_rate": 1.959400416750689e-05, + "loss": 0.0703, + "step": 10700 + }, + { + "epoch": 19.44, + "learning_rate": 1.9560395240976004e-05, + "loss": 0.0613, + "step": 10710 + }, + { + "epoch": 19.46, + "learning_rate": 1.9526786314445118e-05, + "loss": 0.0503, + "step": 10720 + }, + { + "epoch": 19.47, + "learning_rate": 1.949317738791423e-05, + "loss": 0.0578, + "step": 10730 + }, + { + "epoch": 19.49, + "learning_rate": 1.9459568461383344e-05, + "loss": 0.0764, + "step": 10740 + }, + { + "epoch": 19.51, + "learning_rate": 1.9425959534852457e-05, + "loss": 0.0758, + "step": 10750 + }, + { + "epoch": 19.53, + "learning_rate": 1.939235060832157e-05, + "loss": 0.0513, + "step": 10760 + }, + { + "epoch": 19.55, + "learning_rate": 1.9358741681790684e-05, + "loss": 0.0644, + "step": 10770 + }, + { + "epoch": 19.56, + "learning_rate": 1.9325132755259797e-05, + "loss": 0.0676, + "step": 10780 + }, + { + "epoch": 19.58, + "learning_rate": 1.929152382872891e-05, + "loss": 0.0714, + "step": 10790 + }, + { + "epoch": 19.6, + "learning_rate": 1.9257914902198024e-05, + "loss": 0.0673, + "step": 10800 + }, + { + "epoch": 19.62, + "learning_rate": 1.9224305975667137e-05, + "loss": 0.0716, + "step": 10810 + }, + { + "epoch": 19.64, + "learning_rate": 1.9190697049136253e-05, + "loss": 0.0619, + "step": 10820 + }, + { + "epoch": 19.65, + "learning_rate": 1.9157088122605367e-05, + "loss": 0.0715, + "step": 10830 + }, + { + "epoch": 19.67, + "learning_rate": 1.912347919607448e-05, + "loss": 0.0817, + "step": 10840 + }, + { + "epoch": 19.69, + "learning_rate": 1.9089870269543593e-05, + "loss": 0.044, + "step": 10850 + }, + { + "epoch": 19.71, + "learning_rate": 1.9056261343012703e-05, + "loss": 0.055, + "step": 10860 + }, + { + "epoch": 19.73, + "learning_rate": 1.9022652416481816e-05, + "loss": 0.047, + "step": 10870 + }, + { + "epoch": 19.75, + "learning_rate": 1.898904348995093e-05, + "loss": 0.0662, + "step": 10880 + }, + { + "epoch": 19.76, + "learning_rate": 1.8955434563420046e-05, + "loss": 0.0526, + "step": 10890 + }, + { + "epoch": 19.78, + "learning_rate": 1.892182563688916e-05, + "loss": 0.0808, + "step": 10900 + }, + { + "epoch": 19.8, + "learning_rate": 1.8888216710358273e-05, + "loss": 0.07, + "step": 10910 + }, + { + "epoch": 19.82, + "learning_rate": 1.8854607783827386e-05, + "loss": 0.0509, + "step": 10920 + }, + { + "epoch": 19.84, + "learning_rate": 1.88209988572965e-05, + "loss": 0.0651, + "step": 10930 + }, + { + "epoch": 19.85, + "learning_rate": 1.8787389930765612e-05, + "loss": 0.0626, + "step": 10940 + }, + { + "epoch": 19.87, + "learning_rate": 1.8753781004234726e-05, + "loss": 0.0642, + "step": 10950 + }, + { + "epoch": 19.89, + "learning_rate": 1.872017207770384e-05, + "loss": 0.0629, + "step": 10960 + }, + { + "epoch": 19.91, + "learning_rate": 1.8686563151172952e-05, + "loss": 0.068, + "step": 10970 + }, + { + "epoch": 19.93, + "learning_rate": 1.8652954224642065e-05, + "loss": 0.0559, + "step": 10980 + }, + { + "epoch": 19.94, + "learning_rate": 1.861934529811118e-05, + "loss": 0.0757, + "step": 10990 + }, + { + "epoch": 19.96, + "learning_rate": 1.8585736371580292e-05, + "loss": 0.0474, + "step": 11000 + }, + { + "epoch": 19.98, + "learning_rate": 1.8552127445049405e-05, + "loss": 0.0637, + "step": 11010 + }, + { + "epoch": 20.0, + "learning_rate": 1.8518518518518518e-05, + "loss": 0.0641, + "step": 11020 + }, + { + "epoch": 20.0, + "eval_accuracy": 0.9906462585034014, + "eval_loss": 0.028639109805226326, + "eval_runtime": 93.0053, + "eval_samples_per_second": 126.444, + "eval_steps_per_second": 3.957, + "step": 11020 + }, + { + "epoch": 20.02, + "learning_rate": 1.8484909591987635e-05, + "loss": 0.1102, + "step": 11030 + }, + { + "epoch": 20.04, + "learning_rate": 1.8451300665456748e-05, + "loss": 0.0515, + "step": 11040 + }, + { + "epoch": 20.05, + "learning_rate": 1.841769173892586e-05, + "loss": 0.0574, + "step": 11050 + }, + { + "epoch": 20.07, + "learning_rate": 1.8384082812394975e-05, + "loss": 0.0778, + "step": 11060 + }, + { + "epoch": 20.09, + "learning_rate": 1.8350473885864088e-05, + "loss": 0.0593, + "step": 11070 + }, + { + "epoch": 20.11, + "learning_rate": 1.8316864959333198e-05, + "loss": 0.0805, + "step": 11080 + }, + { + "epoch": 20.13, + "learning_rate": 1.828325603280231e-05, + "loss": 0.0552, + "step": 11090 + }, + { + "epoch": 20.15, + "learning_rate": 1.8249647106271424e-05, + "loss": 0.0628, + "step": 11100 + }, + { + "epoch": 20.16, + "learning_rate": 1.821603817974054e-05, + "loss": 0.0729, + "step": 11110 + }, + { + "epoch": 20.18, + "learning_rate": 1.8182429253209654e-05, + "loss": 0.0604, + "step": 11120 + }, + { + "epoch": 20.2, + "learning_rate": 1.8148820326678767e-05, + "loss": 0.0785, + "step": 11130 + }, + { + "epoch": 20.22, + "learning_rate": 1.811521140014788e-05, + "loss": 0.0626, + "step": 11140 + }, + { + "epoch": 20.24, + "learning_rate": 1.8081602473616994e-05, + "loss": 0.0844, + "step": 11150 + }, + { + "epoch": 20.25, + "learning_rate": 1.8047993547086107e-05, + "loss": 0.0616, + "step": 11160 + }, + { + "epoch": 20.27, + "learning_rate": 1.801438462055522e-05, + "loss": 0.0695, + "step": 11170 + }, + { + "epoch": 20.29, + "learning_rate": 1.7980775694024334e-05, + "loss": 0.057, + "step": 11180 + }, + { + "epoch": 20.31, + "learning_rate": 1.7947166767493447e-05, + "loss": 0.0715, + "step": 11190 + }, + { + "epoch": 20.33, + "learning_rate": 1.791355784096256e-05, + "loss": 0.063, + "step": 11200 + }, + { + "epoch": 20.34, + "learning_rate": 1.7879948914431673e-05, + "loss": 0.082, + "step": 11210 + }, + { + "epoch": 20.36, + "learning_rate": 1.7846339987900787e-05, + "loss": 0.0751, + "step": 11220 + }, + { + "epoch": 20.38, + "learning_rate": 1.78127310613699e-05, + "loss": 0.0669, + "step": 11230 + }, + { + "epoch": 20.4, + "learning_rate": 1.7779122134839013e-05, + "loss": 0.08, + "step": 11240 + }, + { + "epoch": 20.42, + "learning_rate": 1.774551320830813e-05, + "loss": 0.0879, + "step": 11250 + }, + { + "epoch": 20.44, + "learning_rate": 1.7711904281777243e-05, + "loss": 0.0531, + "step": 11260 + }, + { + "epoch": 20.45, + "learning_rate": 1.7678295355246356e-05, + "loss": 0.0548, + "step": 11270 + }, + { + "epoch": 20.47, + "learning_rate": 1.764468642871547e-05, + "loss": 0.0625, + "step": 11280 + }, + { + "epoch": 20.49, + "learning_rate": 1.761107750218458e-05, + "loss": 0.0682, + "step": 11290 + }, + { + "epoch": 20.51, + "learning_rate": 1.7577468575653692e-05, + "loss": 0.0648, + "step": 11300 + }, + { + "epoch": 20.53, + "learning_rate": 1.7543859649122806e-05, + "loss": 0.0621, + "step": 11310 + }, + { + "epoch": 20.54, + "learning_rate": 1.751025072259192e-05, + "loss": 0.0669, + "step": 11320 + }, + { + "epoch": 20.56, + "learning_rate": 1.7476641796061036e-05, + "loss": 0.0696, + "step": 11330 + }, + { + "epoch": 20.58, + "learning_rate": 1.744303286953015e-05, + "loss": 0.0558, + "step": 11340 + }, + { + "epoch": 20.6, + "learning_rate": 1.7409423942999262e-05, + "loss": 0.0674, + "step": 11350 + }, + { + "epoch": 20.62, + "learning_rate": 1.7375815016468375e-05, + "loss": 0.0601, + "step": 11360 + }, + { + "epoch": 20.63, + "learning_rate": 1.734220608993749e-05, + "loss": 0.061, + "step": 11370 + }, + { + "epoch": 20.65, + "learning_rate": 1.7308597163406602e-05, + "loss": 0.07, + "step": 11380 + }, + { + "epoch": 20.67, + "learning_rate": 1.7274988236875715e-05, + "loss": 0.0709, + "step": 11390 + }, + { + "epoch": 20.69, + "learning_rate": 1.7241379310344828e-05, + "loss": 0.0685, + "step": 11400 + }, + { + "epoch": 20.71, + "learning_rate": 1.720777038381394e-05, + "loss": 0.0609, + "step": 11410 + }, + { + "epoch": 20.73, + "learning_rate": 1.7174161457283055e-05, + "loss": 0.053, + "step": 11420 + }, + { + "epoch": 20.74, + "learning_rate": 1.7140552530752168e-05, + "loss": 0.0776, + "step": 11430 + }, + { + "epoch": 20.76, + "learning_rate": 1.710694360422128e-05, + "loss": 0.0643, + "step": 11440 + }, + { + "epoch": 20.78, + "learning_rate": 1.7073334677690395e-05, + "loss": 0.0674, + "step": 11450 + }, + { + "epoch": 20.8, + "learning_rate": 1.7039725751159508e-05, + "loss": 0.0736, + "step": 11460 + }, + { + "epoch": 20.82, + "learning_rate": 1.7006116824628624e-05, + "loss": 0.051, + "step": 11470 + }, + { + "epoch": 20.83, + "learning_rate": 1.6972507898097738e-05, + "loss": 0.0589, + "step": 11480 + }, + { + "epoch": 20.85, + "learning_rate": 1.693889897156685e-05, + "loss": 0.0505, + "step": 11490 + }, + { + "epoch": 20.87, + "learning_rate": 1.6905290045035964e-05, + "loss": 0.0825, + "step": 11500 + }, + { + "epoch": 20.89, + "learning_rate": 1.6871681118505074e-05, + "loss": 0.0765, + "step": 11510 + }, + { + "epoch": 20.91, + "learning_rate": 1.6838072191974187e-05, + "loss": 0.0667, + "step": 11520 + }, + { + "epoch": 20.92, + "learning_rate": 1.68044632654433e-05, + "loss": 0.0554, + "step": 11530 + }, + { + "epoch": 20.94, + "learning_rate": 1.6770854338912417e-05, + "loss": 0.0698, + "step": 11540 + }, + { + "epoch": 20.96, + "learning_rate": 1.673724541238153e-05, + "loss": 0.0499, + "step": 11550 + }, + { + "epoch": 20.98, + "learning_rate": 1.6703636485850644e-05, + "loss": 0.078, + "step": 11560 + }, + { + "epoch": 21.0, + "learning_rate": 1.6670027559319757e-05, + "loss": 0.0703, + "step": 11570 + }, + { + "epoch": 21.0, + "eval_accuracy": 0.9905612244897959, + "eval_loss": 0.031435031443834305, + "eval_runtime": 89.4132, + "eval_samples_per_second": 131.524, + "eval_steps_per_second": 4.116, + "step": 11571 + }, + { + "epoch": 21.02, + "learning_rate": 1.663641863278887e-05, + "loss": 0.0546, + "step": 11580 + }, + { + "epoch": 21.03, + "learning_rate": 1.6602809706257983e-05, + "loss": 0.0598, + "step": 11590 + }, + { + "epoch": 21.05, + "learning_rate": 1.6569200779727097e-05, + "loss": 0.0656, + "step": 11600 + }, + { + "epoch": 21.07, + "learning_rate": 1.653559185319621e-05, + "loss": 0.0749, + "step": 11610 + }, + { + "epoch": 21.09, + "learning_rate": 1.6501982926665323e-05, + "loss": 0.0553, + "step": 11620 + }, + { + "epoch": 21.11, + "learning_rate": 1.6468374000134436e-05, + "loss": 0.0651, + "step": 11630 + }, + { + "epoch": 21.13, + "learning_rate": 1.643476507360355e-05, + "loss": 0.0651, + "step": 11640 + }, + { + "epoch": 21.14, + "learning_rate": 1.6401156147072663e-05, + "loss": 0.051, + "step": 11650 + }, + { + "epoch": 21.16, + "learning_rate": 1.6367547220541776e-05, + "loss": 0.0522, + "step": 11660 + }, + { + "epoch": 21.18, + "learning_rate": 1.633393829401089e-05, + "loss": 0.0564, + "step": 11670 + }, + { + "epoch": 21.2, + "learning_rate": 1.6300329367480002e-05, + "loss": 0.0452, + "step": 11680 + }, + { + "epoch": 21.22, + "learning_rate": 1.626672044094912e-05, + "loss": 0.0592, + "step": 11690 + }, + { + "epoch": 21.23, + "learning_rate": 1.6233111514418232e-05, + "loss": 0.0559, + "step": 11700 + }, + { + "epoch": 21.25, + "learning_rate": 1.6199502587887346e-05, + "loss": 0.0665, + "step": 11710 + }, + { + "epoch": 21.27, + "learning_rate": 1.6165893661356455e-05, + "loss": 0.0611, + "step": 11720 + }, + { + "epoch": 21.29, + "learning_rate": 1.613228473482557e-05, + "loss": 0.0698, + "step": 11730 + }, + { + "epoch": 21.31, + "learning_rate": 1.6098675808294682e-05, + "loss": 0.0698, + "step": 11740 + }, + { + "epoch": 21.32, + "learning_rate": 1.6065066881763795e-05, + "loss": 0.0512, + "step": 11750 + }, + { + "epoch": 21.34, + "learning_rate": 1.6031457955232912e-05, + "loss": 0.0646, + "step": 11760 + }, + { + "epoch": 21.36, + "learning_rate": 1.5997849028702025e-05, + "loss": 0.0707, + "step": 11770 + }, + { + "epoch": 21.38, + "learning_rate": 1.596424010217114e-05, + "loss": 0.062, + "step": 11780 + }, + { + "epoch": 21.4, + "learning_rate": 1.593063117564025e-05, + "loss": 0.0624, + "step": 11790 + }, + { + "epoch": 21.42, + "learning_rate": 1.5897022249109365e-05, + "loss": 0.0541, + "step": 11800 + }, + { + "epoch": 21.43, + "learning_rate": 1.5863413322578478e-05, + "loss": 0.0603, + "step": 11810 + }, + { + "epoch": 21.45, + "learning_rate": 1.582980439604759e-05, + "loss": 0.041, + "step": 11820 + }, + { + "epoch": 21.47, + "learning_rate": 1.5796195469516705e-05, + "loss": 0.0476, + "step": 11830 + }, + { + "epoch": 21.49, + "learning_rate": 1.5762586542985818e-05, + "loss": 0.0559, + "step": 11840 + }, + { + "epoch": 21.51, + "learning_rate": 1.572897761645493e-05, + "loss": 0.0472, + "step": 11850 + }, + { + "epoch": 21.52, + "learning_rate": 1.5695368689924044e-05, + "loss": 0.0557, + "step": 11860 + }, + { + "epoch": 21.54, + "learning_rate": 1.5661759763393158e-05, + "loss": 0.0561, + "step": 11870 + }, + { + "epoch": 21.56, + "learning_rate": 1.562815083686227e-05, + "loss": 0.06, + "step": 11880 + }, + { + "epoch": 21.58, + "learning_rate": 1.5594541910331384e-05, + "loss": 0.0583, + "step": 11890 + }, + { + "epoch": 21.6, + "learning_rate": 1.5560932983800497e-05, + "loss": 0.0719, + "step": 11900 + }, + { + "epoch": 21.61, + "learning_rate": 1.5527324057269614e-05, + "loss": 0.0631, + "step": 11910 + }, + { + "epoch": 21.63, + "learning_rate": 1.5493715130738727e-05, + "loss": 0.0783, + "step": 11920 + }, + { + "epoch": 21.65, + "learning_rate": 1.546010620420784e-05, + "loss": 0.0584, + "step": 11930 + }, + { + "epoch": 21.67, + "learning_rate": 1.542649727767695e-05, + "loss": 0.0533, + "step": 11940 + }, + { + "epoch": 21.69, + "learning_rate": 1.5392888351146063e-05, + "loss": 0.0607, + "step": 11950 + }, + { + "epoch": 21.71, + "learning_rate": 1.5359279424615177e-05, + "loss": 0.0729, + "step": 11960 + }, + { + "epoch": 21.72, + "learning_rate": 1.532567049808429e-05, + "loss": 0.0619, + "step": 11970 + }, + { + "epoch": 21.74, + "learning_rate": 1.5292061571553407e-05, + "loss": 0.0633, + "step": 11980 + }, + { + "epoch": 21.76, + "learning_rate": 1.525845264502252e-05, + "loss": 0.0523, + "step": 11990 + }, + { + "epoch": 21.78, + "learning_rate": 1.5224843718491633e-05, + "loss": 0.0634, + "step": 12000 + }, + { + "epoch": 21.8, + "learning_rate": 1.5191234791960746e-05, + "loss": 0.0624, + "step": 12010 + }, + { + "epoch": 21.81, + "learning_rate": 1.5157625865429858e-05, + "loss": 0.0606, + "step": 12020 + }, + { + "epoch": 21.83, + "learning_rate": 1.5124016938898971e-05, + "loss": 0.06, + "step": 12030 + }, + { + "epoch": 21.85, + "learning_rate": 1.5090408012368084e-05, + "loss": 0.0563, + "step": 12040 + }, + { + "epoch": 21.87, + "learning_rate": 1.5056799085837201e-05, + "loss": 0.0725, + "step": 12050 + }, + { + "epoch": 21.89, + "learning_rate": 1.5023190159306314e-05, + "loss": 0.0551, + "step": 12060 + }, + { + "epoch": 21.9, + "learning_rate": 1.4989581232775426e-05, + "loss": 0.0665, + "step": 12070 + }, + { + "epoch": 21.92, + "learning_rate": 1.4955972306244539e-05, + "loss": 0.0552, + "step": 12080 + }, + { + "epoch": 21.94, + "learning_rate": 1.4922363379713652e-05, + "loss": 0.0585, + "step": 12090 + }, + { + "epoch": 21.96, + "learning_rate": 1.4888754453182765e-05, + "loss": 0.0433, + "step": 12100 + }, + { + "epoch": 21.98, + "learning_rate": 1.4855145526651879e-05, + "loss": 0.0699, + "step": 12110 + }, + { + "epoch": 22.0, + "learning_rate": 1.4821536600120992e-05, + "loss": 0.0642, + "step": 12120 + }, + { + "epoch": 22.0, + "eval_accuracy": 0.9913265306122448, + "eval_loss": 0.026108374819159508, + "eval_runtime": 89.8581, + "eval_samples_per_second": 130.873, + "eval_steps_per_second": 4.095, + "step": 12122 + }, + { + "epoch": 22.01, + "learning_rate": 1.4787927673590107e-05, + "loss": 0.0492, + "step": 12130 + }, + { + "epoch": 22.03, + "learning_rate": 1.475431874705922e-05, + "loss": 0.0549, + "step": 12140 + }, + { + "epoch": 22.05, + "learning_rate": 1.4720709820528333e-05, + "loss": 0.073, + "step": 12150 + }, + { + "epoch": 22.07, + "learning_rate": 1.4687100893997447e-05, + "loss": 0.0549, + "step": 12160 + }, + { + "epoch": 22.09, + "learning_rate": 1.465349196746656e-05, + "loss": 0.0548, + "step": 12170 + }, + { + "epoch": 22.11, + "learning_rate": 1.4619883040935673e-05, + "loss": 0.0586, + "step": 12180 + }, + { + "epoch": 22.12, + "learning_rate": 1.4586274114404785e-05, + "loss": 0.0655, + "step": 12190 + }, + { + "epoch": 22.14, + "learning_rate": 1.4552665187873901e-05, + "loss": 0.0431, + "step": 12200 + }, + { + "epoch": 22.16, + "learning_rate": 1.4519056261343015e-05, + "loss": 0.0469, + "step": 12210 + }, + { + "epoch": 22.18, + "learning_rate": 1.4485447334812128e-05, + "loss": 0.0619, + "step": 12220 + }, + { + "epoch": 22.2, + "learning_rate": 1.4451838408281241e-05, + "loss": 0.0617, + "step": 12230 + }, + { + "epoch": 22.21, + "learning_rate": 1.4418229481750353e-05, + "loss": 0.0627, + "step": 12240 + }, + { + "epoch": 22.23, + "learning_rate": 1.4384620555219466e-05, + "loss": 0.0783, + "step": 12250 + }, + { + "epoch": 22.25, + "learning_rate": 1.4351011628688579e-05, + "loss": 0.0535, + "step": 12260 + }, + { + "epoch": 22.27, + "learning_rate": 1.4317402702157696e-05, + "loss": 0.0459, + "step": 12270 + }, + { + "epoch": 22.29, + "learning_rate": 1.4283793775626807e-05, + "loss": 0.0643, + "step": 12280 + }, + { + "epoch": 22.3, + "learning_rate": 1.425018484909592e-05, + "loss": 0.0682, + "step": 12290 + }, + { + "epoch": 22.32, + "learning_rate": 1.4216575922565034e-05, + "loss": 0.0481, + "step": 12300 + }, + { + "epoch": 22.34, + "learning_rate": 1.4182966996034147e-05, + "loss": 0.0554, + "step": 12310 + }, + { + "epoch": 22.36, + "learning_rate": 1.414935806950326e-05, + "loss": 0.0577, + "step": 12320 + }, + { + "epoch": 22.38, + "learning_rate": 1.4115749142972373e-05, + "loss": 0.0579, + "step": 12330 + }, + { + "epoch": 22.4, + "learning_rate": 1.4082140216441487e-05, + "loss": 0.0616, + "step": 12340 + }, + { + "epoch": 22.41, + "learning_rate": 1.4048531289910602e-05, + "loss": 0.0447, + "step": 12350 + }, + { + "epoch": 22.43, + "learning_rate": 1.4014922363379715e-05, + "loss": 0.0595, + "step": 12360 + }, + { + "epoch": 22.45, + "learning_rate": 1.3981313436848828e-05, + "loss": 0.0526, + "step": 12370 + }, + { + "epoch": 22.47, + "learning_rate": 1.3947704510317941e-05, + "loss": 0.0565, + "step": 12380 + }, + { + "epoch": 22.49, + "learning_rate": 1.3914095583787055e-05, + "loss": 0.0706, + "step": 12390 + }, + { + "epoch": 22.5, + "learning_rate": 1.3880486657256168e-05, + "loss": 0.038, + "step": 12400 + }, + { + "epoch": 22.52, + "learning_rate": 1.384687773072528e-05, + "loss": 0.0733, + "step": 12410 + }, + { + "epoch": 22.54, + "learning_rate": 1.3813268804194396e-05, + "loss": 0.0435, + "step": 12420 + }, + { + "epoch": 22.56, + "learning_rate": 1.377965987766351e-05, + "loss": 0.0634, + "step": 12430 + }, + { + "epoch": 22.58, + "learning_rate": 1.3746050951132623e-05, + "loss": 0.0487, + "step": 12440 + }, + { + "epoch": 22.59, + "learning_rate": 1.3712442024601734e-05, + "loss": 0.0474, + "step": 12450 + }, + { + "epoch": 22.61, + "learning_rate": 1.3678833098070847e-05, + "loss": 0.0516, + "step": 12460 + }, + { + "epoch": 22.63, + "learning_rate": 1.364522417153996e-05, + "loss": 0.0638, + "step": 12470 + }, + { + "epoch": 22.65, + "learning_rate": 1.3611615245009074e-05, + "loss": 0.0544, + "step": 12480 + }, + { + "epoch": 22.67, + "learning_rate": 1.357800631847819e-05, + "loss": 0.0543, + "step": 12490 + }, + { + "epoch": 22.69, + "learning_rate": 1.3544397391947302e-05, + "loss": 0.0732, + "step": 12500 + }, + { + "epoch": 22.7, + "learning_rate": 1.3510788465416415e-05, + "loss": 0.0489, + "step": 12510 + }, + { + "epoch": 22.72, + "learning_rate": 1.3477179538885528e-05, + "loss": 0.049, + "step": 12520 + }, + { + "epoch": 22.74, + "learning_rate": 1.3443570612354642e-05, + "loss": 0.0542, + "step": 12530 + }, + { + "epoch": 22.76, + "learning_rate": 1.3409961685823755e-05, + "loss": 0.0441, + "step": 12540 + }, + { + "epoch": 22.78, + "learning_rate": 1.3376352759292868e-05, + "loss": 0.0571, + "step": 12550 + }, + { + "epoch": 22.79, + "learning_rate": 1.3342743832761983e-05, + "loss": 0.0571, + "step": 12560 + }, + { + "epoch": 22.81, + "learning_rate": 1.3309134906231096e-05, + "loss": 0.0463, + "step": 12570 + }, + { + "epoch": 22.83, + "learning_rate": 1.327552597970021e-05, + "loss": 0.0619, + "step": 12580 + }, + { + "epoch": 22.85, + "learning_rate": 1.3241917053169323e-05, + "loss": 0.0636, + "step": 12590 + }, + { + "epoch": 22.87, + "learning_rate": 1.3208308126638436e-05, + "loss": 0.0562, + "step": 12600 + }, + { + "epoch": 22.88, + "learning_rate": 1.317469920010755e-05, + "loss": 0.0626, + "step": 12610 + }, + { + "epoch": 22.9, + "learning_rate": 1.3141090273576661e-05, + "loss": 0.0593, + "step": 12620 + }, + { + "epoch": 22.92, + "learning_rate": 1.3107481347045774e-05, + "loss": 0.0601, + "step": 12630 + }, + { + "epoch": 22.94, + "learning_rate": 1.307387242051489e-05, + "loss": 0.0728, + "step": 12640 + }, + { + "epoch": 22.96, + "learning_rate": 1.3040263493984004e-05, + "loss": 0.0654, + "step": 12650 + }, + { + "epoch": 22.98, + "learning_rate": 1.3006654567453117e-05, + "loss": 0.0471, + "step": 12660 + }, + { + "epoch": 22.99, + "learning_rate": 1.2973045640922229e-05, + "loss": 0.0695, + "step": 12670 + }, + { + "epoch": 23.0, + "eval_accuracy": 0.9920068027210884, + "eval_loss": 0.025952747091650963, + "eval_runtime": 89.5891, + "eval_samples_per_second": 131.266, + "eval_steps_per_second": 4.108, + "step": 12673 + }, + { + "epoch": 23.01, + "learning_rate": 1.2939436714391342e-05, + "loss": 0.0492, + "step": 12680 + }, + { + "epoch": 23.03, + "learning_rate": 1.2905827787860455e-05, + "loss": 0.0608, + "step": 12690 + }, + { + "epoch": 23.05, + "learning_rate": 1.2872218861329569e-05, + "loss": 0.0597, + "step": 12700 + }, + { + "epoch": 23.07, + "learning_rate": 1.2838609934798685e-05, + "loss": 0.064, + "step": 12710 + }, + { + "epoch": 23.09, + "learning_rate": 1.2805001008267797e-05, + "loss": 0.0429, + "step": 12720 + }, + { + "epoch": 23.1, + "learning_rate": 1.277139208173691e-05, + "loss": 0.065, + "step": 12730 + }, + { + "epoch": 23.12, + "learning_rate": 1.2737783155206023e-05, + "loss": 0.0354, + "step": 12740 + }, + { + "epoch": 23.14, + "learning_rate": 1.2704174228675136e-05, + "loss": 0.0745, + "step": 12750 + }, + { + "epoch": 23.16, + "learning_rate": 1.267056530214425e-05, + "loss": 0.0426, + "step": 12760 + }, + { + "epoch": 23.18, + "learning_rate": 1.2636956375613363e-05, + "loss": 0.0457, + "step": 12770 + }, + { + "epoch": 23.19, + "learning_rate": 1.2603347449082478e-05, + "loss": 0.046, + "step": 12780 + }, + { + "epoch": 23.21, + "learning_rate": 1.2569738522551591e-05, + "loss": 0.065, + "step": 12790 + }, + { + "epoch": 23.23, + "learning_rate": 1.2536129596020704e-05, + "loss": 0.0453, + "step": 12800 + }, + { + "epoch": 23.25, + "learning_rate": 1.2502520669489818e-05, + "loss": 0.0518, + "step": 12810 + }, + { + "epoch": 23.27, + "learning_rate": 1.2468911742958931e-05, + "loss": 0.0702, + "step": 12820 + }, + { + "epoch": 23.28, + "learning_rate": 1.2435302816428044e-05, + "loss": 0.0612, + "step": 12830 + }, + { + "epoch": 23.3, + "learning_rate": 1.2401693889897157e-05, + "loss": 0.0695, + "step": 12840 + }, + { + "epoch": 23.32, + "learning_rate": 1.236808496336627e-05, + "loss": 0.0632, + "step": 12850 + }, + { + "epoch": 23.34, + "learning_rate": 1.2334476036835384e-05, + "loss": 0.0531, + "step": 12860 + }, + { + "epoch": 23.36, + "learning_rate": 1.2300867110304499e-05, + "loss": 0.0427, + "step": 12870 + }, + { + "epoch": 23.38, + "learning_rate": 1.226725818377361e-05, + "loss": 0.0758, + "step": 12880 + }, + { + "epoch": 23.39, + "learning_rate": 1.2233649257242724e-05, + "loss": 0.0539, + "step": 12890 + }, + { + "epoch": 23.41, + "learning_rate": 1.2200040330711837e-05, + "loss": 0.0455, + "step": 12900 + }, + { + "epoch": 23.43, + "learning_rate": 1.2166431404180952e-05, + "loss": 0.048, + "step": 12910 + }, + { + "epoch": 23.45, + "learning_rate": 1.2132822477650065e-05, + "loss": 0.0817, + "step": 12920 + }, + { + "epoch": 23.47, + "learning_rate": 1.2099213551119178e-05, + "loss": 0.0718, + "step": 12930 + }, + { + "epoch": 23.48, + "learning_rate": 1.206560462458829e-05, + "loss": 0.067, + "step": 12940 + }, + { + "epoch": 23.5, + "learning_rate": 1.2031995698057405e-05, + "loss": 0.0496, + "step": 12950 + }, + { + "epoch": 23.52, + "learning_rate": 1.1998386771526518e-05, + "loss": 0.0685, + "step": 12960 + }, + { + "epoch": 23.54, + "learning_rate": 1.1964777844995631e-05, + "loss": 0.0497, + "step": 12970 + }, + { + "epoch": 23.56, + "learning_rate": 1.1931168918464746e-05, + "loss": 0.062, + "step": 12980 + }, + { + "epoch": 23.57, + "learning_rate": 1.1897559991933858e-05, + "loss": 0.0556, + "step": 12990 + }, + { + "epoch": 23.59, + "learning_rate": 1.1863951065402971e-05, + "loss": 0.044, + "step": 13000 + }, + { + "epoch": 23.61, + "learning_rate": 1.1830342138872084e-05, + "loss": 0.0687, + "step": 13010 + }, + { + "epoch": 23.63, + "learning_rate": 1.1796733212341199e-05, + "loss": 0.0577, + "step": 13020 + }, + { + "epoch": 23.65, + "learning_rate": 1.1763124285810312e-05, + "loss": 0.0624, + "step": 13030 + }, + { + "epoch": 23.67, + "learning_rate": 1.1729515359279426e-05, + "loss": 0.0558, + "step": 13040 + }, + { + "epoch": 23.68, + "learning_rate": 1.1695906432748537e-05, + "loss": 0.0523, + "step": 13050 + }, + { + "epoch": 23.7, + "learning_rate": 1.1662297506217652e-05, + "loss": 0.0483, + "step": 13060 + }, + { + "epoch": 23.72, + "learning_rate": 1.1628688579686765e-05, + "loss": 0.041, + "step": 13070 + }, + { + "epoch": 23.74, + "learning_rate": 1.1595079653155879e-05, + "loss": 0.0839, + "step": 13080 + }, + { + "epoch": 23.76, + "learning_rate": 1.1561470726624994e-05, + "loss": 0.06, + "step": 13090 + }, + { + "epoch": 23.77, + "learning_rate": 1.1527861800094105e-05, + "loss": 0.0437, + "step": 13100 + }, + { + "epoch": 23.79, + "learning_rate": 1.1494252873563218e-05, + "loss": 0.0602, + "step": 13110 + }, + { + "epoch": 23.81, + "learning_rate": 1.1460643947032332e-05, + "loss": 0.0591, + "step": 13120 + }, + { + "epoch": 23.83, + "learning_rate": 1.1427035020501446e-05, + "loss": 0.051, + "step": 13130 + }, + { + "epoch": 23.85, + "learning_rate": 1.139342609397056e-05, + "loss": 0.0444, + "step": 13140 + }, + { + "epoch": 23.86, + "learning_rate": 1.1359817167439673e-05, + "loss": 0.0602, + "step": 13150 + }, + { + "epoch": 23.88, + "learning_rate": 1.1326208240908785e-05, + "loss": 0.0778, + "step": 13160 + }, + { + "epoch": 23.9, + "learning_rate": 1.12925993143779e-05, + "loss": 0.0694, + "step": 13170 + }, + { + "epoch": 23.92, + "learning_rate": 1.1258990387847013e-05, + "loss": 0.0532, + "step": 13180 + }, + { + "epoch": 23.94, + "learning_rate": 1.1225381461316126e-05, + "loss": 0.0745, + "step": 13190 + }, + { + "epoch": 23.96, + "learning_rate": 1.1191772534785241e-05, + "loss": 0.0419, + "step": 13200 + }, + { + "epoch": 23.97, + "learning_rate": 1.1158163608254352e-05, + "loss": 0.0497, + "step": 13210 + }, + { + "epoch": 23.99, + "learning_rate": 1.1124554681723466e-05, + "loss": 0.0664, + "step": 13220 + }, + { + "epoch": 24.0, + "eval_accuracy": 0.9927721088435374, + "eval_loss": 0.02406076155602932, + "eval_runtime": 88.7181, + "eval_samples_per_second": 132.555, + "eval_steps_per_second": 4.148, + "step": 13224 + }, + { + "epoch": 24.01, + "learning_rate": 1.1090945755192579e-05, + "loss": 0.0527, + "step": 13230 + }, + { + "epoch": 24.03, + "learning_rate": 1.1057336828661694e-05, + "loss": 0.0557, + "step": 13240 + }, + { + "epoch": 24.05, + "learning_rate": 1.1023727902130807e-05, + "loss": 0.0513, + "step": 13250 + }, + { + "epoch": 24.07, + "learning_rate": 1.099011897559992e-05, + "loss": 0.0484, + "step": 13260 + }, + { + "epoch": 24.08, + "learning_rate": 1.0956510049069034e-05, + "loss": 0.0577, + "step": 13270 + }, + { + "epoch": 24.1, + "learning_rate": 1.0922901122538147e-05, + "loss": 0.0664, + "step": 13280 + }, + { + "epoch": 24.12, + "learning_rate": 1.088929219600726e-05, + "loss": 0.0708, + "step": 13290 + }, + { + "epoch": 24.14, + "learning_rate": 1.0855683269476373e-05, + "loss": 0.0533, + "step": 13300 + }, + { + "epoch": 24.16, + "learning_rate": 1.0822074342945487e-05, + "loss": 0.0544, + "step": 13310 + }, + { + "epoch": 24.17, + "learning_rate": 1.07884654164146e-05, + "loss": 0.045, + "step": 13320 + }, + { + "epoch": 24.19, + "learning_rate": 1.0754856489883713e-05, + "loss": 0.0492, + "step": 13330 + }, + { + "epoch": 24.21, + "learning_rate": 1.0721247563352826e-05, + "loss": 0.0662, + "step": 13340 + }, + { + "epoch": 24.23, + "learning_rate": 1.0687638636821941e-05, + "loss": 0.0539, + "step": 13350 + }, + { + "epoch": 24.25, + "learning_rate": 1.0654029710291054e-05, + "loss": 0.0501, + "step": 13360 + }, + { + "epoch": 24.26, + "learning_rate": 1.0620420783760168e-05, + "loss": 0.0508, + "step": 13370 + }, + { + "epoch": 24.28, + "learning_rate": 1.0586811857229281e-05, + "loss": 0.0608, + "step": 13380 + }, + { + "epoch": 24.3, + "learning_rate": 1.0553202930698394e-05, + "loss": 0.0582, + "step": 13390 + }, + { + "epoch": 24.32, + "learning_rate": 1.0519594004167507e-05, + "loss": 0.0359, + "step": 13400 + }, + { + "epoch": 24.34, + "learning_rate": 1.048598507763662e-05, + "loss": 0.0517, + "step": 13410 + }, + { + "epoch": 24.36, + "learning_rate": 1.0452376151105734e-05, + "loss": 0.0589, + "step": 13420 + }, + { + "epoch": 24.37, + "learning_rate": 1.0418767224574847e-05, + "loss": 0.0515, + "step": 13430 + }, + { + "epoch": 24.39, + "learning_rate": 1.038515829804396e-05, + "loss": 0.0454, + "step": 13440 + }, + { + "epoch": 24.41, + "learning_rate": 1.0351549371513074e-05, + "loss": 0.0442, + "step": 13450 + }, + { + "epoch": 24.43, + "learning_rate": 1.0317940444982189e-05, + "loss": 0.0446, + "step": 13460 + }, + { + "epoch": 24.45, + "learning_rate": 1.0284331518451302e-05, + "loss": 0.0595, + "step": 13470 + }, + { + "epoch": 24.46, + "learning_rate": 1.0250722591920413e-05, + "loss": 0.0363, + "step": 13480 + }, + { + "epoch": 24.48, + "learning_rate": 1.0217113665389528e-05, + "loss": 0.0671, + "step": 13490 + }, + { + "epoch": 24.5, + "learning_rate": 1.0183504738858642e-05, + "loss": 0.0583, + "step": 13500 + }, + { + "epoch": 24.52, + "learning_rate": 1.0149895812327755e-05, + "loss": 0.0438, + "step": 13510 + }, + { + "epoch": 24.54, + "learning_rate": 1.0116286885796868e-05, + "loss": 0.0637, + "step": 13520 + }, + { + "epoch": 24.55, + "learning_rate": 1.0082677959265981e-05, + "loss": 0.0582, + "step": 13530 + }, + { + "epoch": 24.57, + "learning_rate": 1.0049069032735095e-05, + "loss": 0.0533, + "step": 13540 + }, + { + "epoch": 24.59, + "learning_rate": 1.0015460106204208e-05, + "loss": 0.0463, + "step": 13550 + }, + { + "epoch": 24.61, + "learning_rate": 9.981851179673321e-06, + "loss": 0.0602, + "step": 13560 + }, + { + "epoch": 24.63, + "learning_rate": 9.948242253142436e-06, + "loss": 0.0478, + "step": 13570 + }, + { + "epoch": 24.65, + "learning_rate": 9.91463332661155e-06, + "loss": 0.0352, + "step": 13580 + }, + { + "epoch": 24.66, + "learning_rate": 9.88102440008066e-06, + "loss": 0.0661, + "step": 13590 + }, + { + "epoch": 24.68, + "learning_rate": 9.847415473549776e-06, + "loss": 0.0471, + "step": 13600 + }, + { + "epoch": 24.7, + "learning_rate": 9.813806547018889e-06, + "loss": 0.0621, + "step": 13610 + }, + { + "epoch": 24.72, + "learning_rate": 9.780197620488002e-06, + "loss": 0.0494, + "step": 13620 + }, + { + "epoch": 24.74, + "learning_rate": 9.746588693957115e-06, + "loss": 0.0666, + "step": 13630 + }, + { + "epoch": 24.75, + "learning_rate": 9.712979767426229e-06, + "loss": 0.0627, + "step": 13640 + }, + { + "epoch": 24.77, + "learning_rate": 9.679370840895342e-06, + "loss": 0.066, + "step": 13650 + }, + { + "epoch": 24.79, + "learning_rate": 9.645761914364455e-06, + "loss": 0.0556, + "step": 13660 + }, + { + "epoch": 24.81, + "learning_rate": 9.612152987833568e-06, + "loss": 0.0446, + "step": 13670 + }, + { + "epoch": 24.83, + "learning_rate": 9.578544061302683e-06, + "loss": 0.0548, + "step": 13680 + }, + { + "epoch": 24.84, + "learning_rate": 9.544935134771797e-06, + "loss": 0.0534, + "step": 13690 + }, + { + "epoch": 24.86, + "learning_rate": 9.511326208240908e-06, + "loss": 0.053, + "step": 13700 + }, + { + "epoch": 24.88, + "learning_rate": 9.477717281710023e-06, + "loss": 0.0375, + "step": 13710 + }, + { + "epoch": 24.9, + "learning_rate": 9.444108355179136e-06, + "loss": 0.0436, + "step": 13720 + }, + { + "epoch": 24.92, + "learning_rate": 9.41049942864825e-06, + "loss": 0.0546, + "step": 13730 + }, + { + "epoch": 24.94, + "learning_rate": 9.376890502117363e-06, + "loss": 0.0477, + "step": 13740 + }, + { + "epoch": 24.95, + "learning_rate": 9.343281575586476e-06, + "loss": 0.0479, + "step": 13750 + }, + { + "epoch": 24.97, + "learning_rate": 9.30967264905559e-06, + "loss": 0.0571, + "step": 13760 + }, + { + "epoch": 24.99, + "learning_rate": 9.276063722524703e-06, + "loss": 0.0552, + "step": 13770 + }, + { + "epoch": 25.0, + "eval_accuracy": 0.9927721088435374, + "eval_loss": 0.025815660133957863, + "eval_runtime": 87.3188, + "eval_samples_per_second": 134.679, + "eval_steps_per_second": 4.214, + "step": 13775 + }, + { + "epoch": 25.01, + "learning_rate": 9.242454795993817e-06, + "loss": 0.0509, + "step": 13780 + }, + { + "epoch": 25.03, + "learning_rate": 9.20884586946293e-06, + "loss": 0.0643, + "step": 13790 + }, + { + "epoch": 25.05, + "learning_rate": 9.175236942932044e-06, + "loss": 0.066, + "step": 13800 + }, + { + "epoch": 25.06, + "learning_rate": 9.141628016401155e-06, + "loss": 0.0571, + "step": 13810 + }, + { + "epoch": 25.08, + "learning_rate": 9.10801908987027e-06, + "loss": 0.0605, + "step": 13820 + }, + { + "epoch": 25.1, + "learning_rate": 9.074410163339384e-06, + "loss": 0.059, + "step": 13830 + }, + { + "epoch": 25.12, + "learning_rate": 9.040801236808497e-06, + "loss": 0.0467, + "step": 13840 + }, + { + "epoch": 25.14, + "learning_rate": 9.00719231027761e-06, + "loss": 0.0615, + "step": 13850 + }, + { + "epoch": 25.15, + "learning_rate": 8.973583383746723e-06, + "loss": 0.0514, + "step": 13860 + }, + { + "epoch": 25.17, + "learning_rate": 8.939974457215837e-06, + "loss": 0.05, + "step": 13870 + }, + { + "epoch": 25.19, + "learning_rate": 8.90636553068495e-06, + "loss": 0.0513, + "step": 13880 + }, + { + "epoch": 25.21, + "learning_rate": 8.872756604154065e-06, + "loss": 0.0489, + "step": 13890 + }, + { + "epoch": 25.23, + "learning_rate": 8.839147677623178e-06, + "loss": 0.059, + "step": 13900 + }, + { + "epoch": 25.24, + "learning_rate": 8.80553875109229e-06, + "loss": 0.0495, + "step": 13910 + }, + { + "epoch": 25.26, + "learning_rate": 8.771929824561403e-06, + "loss": 0.0453, + "step": 13920 + }, + { + "epoch": 25.28, + "learning_rate": 8.738320898030518e-06, + "loss": 0.0647, + "step": 13930 + }, + { + "epoch": 25.3, + "learning_rate": 8.704711971499631e-06, + "loss": 0.0528, + "step": 13940 + }, + { + "epoch": 25.32, + "learning_rate": 8.671103044968744e-06, + "loss": 0.0389, + "step": 13950 + }, + { + "epoch": 25.34, + "learning_rate": 8.637494118437858e-06, + "loss": 0.048, + "step": 13960 + }, + { + "epoch": 25.35, + "learning_rate": 8.60388519190697e-06, + "loss": 0.0681, + "step": 13970 + }, + { + "epoch": 25.37, + "learning_rate": 8.570276265376084e-06, + "loss": 0.0643, + "step": 13980 + }, + { + "epoch": 25.39, + "learning_rate": 8.536667338845197e-06, + "loss": 0.0494, + "step": 13990 + }, + { + "epoch": 25.41, + "learning_rate": 8.503058412314312e-06, + "loss": 0.0475, + "step": 14000 + }, + { + "epoch": 25.43, + "learning_rate": 8.469449485783425e-06, + "loss": 0.0429, + "step": 14010 + }, + { + "epoch": 25.44, + "learning_rate": 8.435840559252537e-06, + "loss": 0.064, + "step": 14020 + }, + { + "epoch": 25.46, + "learning_rate": 8.40223163272165e-06, + "loss": 0.0601, + "step": 14030 + }, + { + "epoch": 25.48, + "learning_rate": 8.368622706190765e-06, + "loss": 0.0587, + "step": 14040 + }, + { + "epoch": 25.5, + "learning_rate": 8.335013779659878e-06, + "loss": 0.0439, + "step": 14050 + }, + { + "epoch": 25.52, + "learning_rate": 8.301404853128992e-06, + "loss": 0.0594, + "step": 14060 + }, + { + "epoch": 25.53, + "learning_rate": 8.267795926598105e-06, + "loss": 0.0501, + "step": 14070 + }, + { + "epoch": 25.55, + "learning_rate": 8.234187000067218e-06, + "loss": 0.053, + "step": 14080 + }, + { + "epoch": 25.57, + "learning_rate": 8.200578073536331e-06, + "loss": 0.044, + "step": 14090 + }, + { + "epoch": 25.59, + "learning_rate": 8.166969147005445e-06, + "loss": 0.0459, + "step": 14100 + }, + { + "epoch": 25.61, + "learning_rate": 8.13336022047456e-06, + "loss": 0.0575, + "step": 14110 + }, + { + "epoch": 25.63, + "learning_rate": 8.099751293943673e-06, + "loss": 0.06, + "step": 14120 + }, + { + "epoch": 25.64, + "learning_rate": 8.066142367412784e-06, + "loss": 0.0628, + "step": 14130 + }, + { + "epoch": 25.66, + "learning_rate": 8.032533440881898e-06, + "loss": 0.0639, + "step": 14140 + }, + { + "epoch": 25.68, + "learning_rate": 7.998924514351013e-06, + "loss": 0.0468, + "step": 14150 + }, + { + "epoch": 25.7, + "learning_rate": 7.965315587820126e-06, + "loss": 0.0425, + "step": 14160 + }, + { + "epoch": 25.72, + "learning_rate": 7.931706661289239e-06, + "loss": 0.0461, + "step": 14170 + }, + { + "epoch": 25.73, + "learning_rate": 7.898097734758352e-06, + "loss": 0.0411, + "step": 14180 + }, + { + "epoch": 25.75, + "learning_rate": 7.864488808227466e-06, + "loss": 0.052, + "step": 14190 + }, + { + "epoch": 25.77, + "learning_rate": 7.830879881696579e-06, + "loss": 0.0648, + "step": 14200 + }, + { + "epoch": 25.79, + "learning_rate": 7.797270955165692e-06, + "loss": 0.0479, + "step": 14210 + }, + { + "epoch": 25.81, + "learning_rate": 7.763662028634807e-06, + "loss": 0.0527, + "step": 14220 + }, + { + "epoch": 25.83, + "learning_rate": 7.73005310210392e-06, + "loss": 0.0468, + "step": 14230 + }, + { + "epoch": 25.84, + "learning_rate": 7.696444175573032e-06, + "loss": 0.0595, + "step": 14240 + }, + { + "epoch": 25.86, + "learning_rate": 7.662835249042145e-06, + "loss": 0.0449, + "step": 14250 + }, + { + "epoch": 25.88, + "learning_rate": 7.62922632251126e-06, + "loss": 0.062, + "step": 14260 + }, + { + "epoch": 25.9, + "learning_rate": 7.595617395980373e-06, + "loss": 0.0532, + "step": 14270 + }, + { + "epoch": 25.92, + "learning_rate": 7.5620084694494855e-06, + "loss": 0.0462, + "step": 14280 + }, + { + "epoch": 25.93, + "learning_rate": 7.5283995429186005e-06, + "loss": 0.0548, + "step": 14290 + }, + { + "epoch": 25.95, + "learning_rate": 7.494790616387713e-06, + "loss": 0.052, + "step": 14300 + }, + { + "epoch": 25.97, + "learning_rate": 7.461181689856826e-06, + "loss": 0.0478, + "step": 14310 + }, + { + "epoch": 25.99, + "learning_rate": 7.427572763325939e-06, + "loss": 0.056, + "step": 14320 + }, + { + "epoch": 26.0, + "eval_accuracy": 0.9938775510204082, + "eval_loss": 0.023027613759040833, + "eval_runtime": 89.8862, + "eval_samples_per_second": 130.832, + "eval_steps_per_second": 4.094, + "step": 14326 + }, + { + "epoch": 26.01, + "learning_rate": 7.3939638367950535e-06, + "loss": 0.0689, + "step": 14330 + }, + { + "epoch": 26.03, + "learning_rate": 7.360354910264167e-06, + "loss": 0.0544, + "step": 14340 + }, + { + "epoch": 26.04, + "learning_rate": 7.32674598373328e-06, + "loss": 0.0369, + "step": 14350 + }, + { + "epoch": 26.06, + "learning_rate": 7.293137057202392e-06, + "loss": 0.0516, + "step": 14360 + }, + { + "epoch": 26.08, + "learning_rate": 7.259528130671507e-06, + "loss": 0.0402, + "step": 14370 + }, + { + "epoch": 26.1, + "learning_rate": 7.2259192041406205e-06, + "loss": 0.0433, + "step": 14380 + }, + { + "epoch": 26.12, + "learning_rate": 7.192310277609733e-06, + "loss": 0.0574, + "step": 14390 + }, + { + "epoch": 26.13, + "learning_rate": 7.158701351078848e-06, + "loss": 0.0565, + "step": 14400 + }, + { + "epoch": 26.15, + "learning_rate": 7.12509242454796e-06, + "loss": 0.0436, + "step": 14410 + }, + { + "epoch": 26.17, + "learning_rate": 7.0914834980170735e-06, + "loss": 0.0537, + "step": 14420 + }, + { + "epoch": 26.19, + "learning_rate": 7.057874571486187e-06, + "loss": 0.0491, + "step": 14430 + }, + { + "epoch": 26.21, + "learning_rate": 7.024265644955301e-06, + "loss": 0.0467, + "step": 14440 + }, + { + "epoch": 26.22, + "learning_rate": 6.990656718424414e-06, + "loss": 0.0553, + "step": 14450 + }, + { + "epoch": 26.24, + "learning_rate": 6.957047791893527e-06, + "loss": 0.0454, + "step": 14460 + }, + { + "epoch": 26.26, + "learning_rate": 6.92343886536264e-06, + "loss": 0.066, + "step": 14470 + }, + { + "epoch": 26.28, + "learning_rate": 6.889829938831755e-06, + "loss": 0.0462, + "step": 14480 + }, + { + "epoch": 26.3, + "learning_rate": 6.856221012300867e-06, + "loss": 0.0383, + "step": 14490 + }, + { + "epoch": 26.32, + "learning_rate": 6.82261208576998e-06, + "loss": 0.062, + "step": 14500 + }, + { + "epoch": 26.33, + "learning_rate": 6.789003159239095e-06, + "loss": 0.0584, + "step": 14510 + }, + { + "epoch": 26.35, + "learning_rate": 6.755394232708208e-06, + "loss": 0.0591, + "step": 14520 + }, + { + "epoch": 26.37, + "learning_rate": 6.721785306177321e-06, + "loss": 0.0581, + "step": 14530 + }, + { + "epoch": 26.39, + "learning_rate": 6.688176379646434e-06, + "loss": 0.061, + "step": 14540 + }, + { + "epoch": 26.41, + "learning_rate": 6.654567453115548e-06, + "loss": 0.0389, + "step": 14550 + }, + { + "epoch": 26.42, + "learning_rate": 6.6209585265846614e-06, + "loss": 0.0427, + "step": 14560 + }, + { + "epoch": 26.44, + "learning_rate": 6.587349600053775e-06, + "loss": 0.0563, + "step": 14570 + }, + { + "epoch": 26.46, + "learning_rate": 6.553740673522887e-06, + "loss": 0.0466, + "step": 14580 + }, + { + "epoch": 26.48, + "learning_rate": 6.520131746992002e-06, + "loss": 0.0532, + "step": 14590 + }, + { + "epoch": 26.5, + "learning_rate": 6.486522820461114e-06, + "loss": 0.0518, + "step": 14600 + }, + { + "epoch": 26.51, + "learning_rate": 6.452913893930228e-06, + "loss": 0.0619, + "step": 14610 + }, + { + "epoch": 26.53, + "learning_rate": 6.419304967399343e-06, + "loss": 0.0384, + "step": 14620 + }, + { + "epoch": 26.55, + "learning_rate": 6.385696040868455e-06, + "loss": 0.0455, + "step": 14630 + }, + { + "epoch": 26.57, + "learning_rate": 6.352087114337568e-06, + "loss": 0.0473, + "step": 14640 + }, + { + "epoch": 26.59, + "learning_rate": 6.3184781878066815e-06, + "loss": 0.0501, + "step": 14650 + }, + { + "epoch": 26.61, + "learning_rate": 6.2848692612757956e-06, + "loss": 0.0517, + "step": 14660 + }, + { + "epoch": 26.62, + "learning_rate": 6.251260334744909e-06, + "loss": 0.0446, + "step": 14670 + }, + { + "epoch": 26.64, + "learning_rate": 6.217651408214022e-06, + "loss": 0.077, + "step": 14680 + }, + { + "epoch": 26.66, + "learning_rate": 6.184042481683135e-06, + "loss": 0.0425, + "step": 14690 + }, + { + "epoch": 26.68, + "learning_rate": 6.150433555152249e-06, + "loss": 0.0399, + "step": 14700 + }, + { + "epoch": 26.7, + "learning_rate": 6.116824628621362e-06, + "loss": 0.0551, + "step": 14710 + }, + { + "epoch": 26.71, + "learning_rate": 6.083215702090476e-06, + "loss": 0.0499, + "step": 14720 + }, + { + "epoch": 26.73, + "learning_rate": 6.049606775559589e-06, + "loss": 0.0518, + "step": 14730 + }, + { + "epoch": 26.75, + "learning_rate": 6.015997849028702e-06, + "loss": 0.036, + "step": 14740 + }, + { + "epoch": 26.77, + "learning_rate": 5.982388922497816e-06, + "loss": 0.0414, + "step": 14750 + }, + { + "epoch": 26.79, + "learning_rate": 5.948779995966929e-06, + "loss": 0.0557, + "step": 14760 + }, + { + "epoch": 26.81, + "learning_rate": 5.915171069436042e-06, + "loss": 0.0374, + "step": 14770 + }, + { + "epoch": 26.82, + "learning_rate": 5.881562142905156e-06, + "loss": 0.0527, + "step": 14780 + }, + { + "epoch": 26.84, + "learning_rate": 5.8479532163742686e-06, + "loss": 0.0378, + "step": 14790 + }, + { + "epoch": 26.86, + "learning_rate": 5.814344289843383e-06, + "loss": 0.051, + "step": 14800 + }, + { + "epoch": 26.88, + "learning_rate": 5.780735363312497e-06, + "loss": 0.0338, + "step": 14810 + }, + { + "epoch": 26.9, + "learning_rate": 5.747126436781609e-06, + "loss": 0.0416, + "step": 14820 + }, + { + "epoch": 26.91, + "learning_rate": 5.713517510250723e-06, + "loss": 0.0451, + "step": 14830 + }, + { + "epoch": 26.93, + "learning_rate": 5.6799085837198365e-06, + "loss": 0.0407, + "step": 14840 + }, + { + "epoch": 26.95, + "learning_rate": 5.64629965718895e-06, + "loss": 0.0534, + "step": 14850 + }, + { + "epoch": 26.97, + "learning_rate": 5.612690730658063e-06, + "loss": 0.0526, + "step": 14860 + }, + { + "epoch": 26.99, + "learning_rate": 5.579081804127176e-06, + "loss": 0.0488, + "step": 14870 + }, + { + "epoch": 27.0, + "eval_accuracy": 0.9936224489795918, + "eval_loss": 0.022101709619164467, + "eval_runtime": 90.9922, + "eval_samples_per_second": 129.242, + "eval_steps_per_second": 4.044, + "step": 14877 + }, + { + "epoch": 27.01, + "learning_rate": 5.5454728775962895e-06, + "loss": 0.039, + "step": 14880 + }, + { + "epoch": 27.02, + "learning_rate": 5.5118639510654035e-06, + "loss": 0.0386, + "step": 14890 + }, + { + "epoch": 27.04, + "learning_rate": 5.478255024534517e-06, + "loss": 0.0458, + "step": 14900 + }, + { + "epoch": 27.06, + "learning_rate": 5.44464609800363e-06, + "loss": 0.035, + "step": 14910 + }, + { + "epoch": 27.08, + "learning_rate": 5.411037171472743e-06, + "loss": 0.0527, + "step": 14920 + }, + { + "epoch": 27.1, + "learning_rate": 5.3774282449418565e-06, + "loss": 0.0541, + "step": 14930 + }, + { + "epoch": 27.11, + "learning_rate": 5.343819318410971e-06, + "loss": 0.0303, + "step": 14940 + }, + { + "epoch": 27.13, + "learning_rate": 5.310210391880084e-06, + "loss": 0.0581, + "step": 14950 + }, + { + "epoch": 27.15, + "learning_rate": 5.276601465349197e-06, + "loss": 0.0561, + "step": 14960 + }, + { + "epoch": 27.17, + "learning_rate": 5.24299253881831e-06, + "loss": 0.0424, + "step": 14970 + }, + { + "epoch": 27.19, + "learning_rate": 5.209383612287424e-06, + "loss": 0.0407, + "step": 14980 + }, + { + "epoch": 27.2, + "learning_rate": 5.175774685756537e-06, + "loss": 0.0548, + "step": 14990 + }, + { + "epoch": 27.22, + "learning_rate": 5.142165759225651e-06, + "loss": 0.0525, + "step": 15000 + }, + { + "epoch": 27.24, + "learning_rate": 5.108556832694764e-06, + "loss": 0.0591, + "step": 15010 + }, + { + "epoch": 27.26, + "learning_rate": 5.074947906163877e-06, + "loss": 0.0329, + "step": 15020 + }, + { + "epoch": 27.28, + "learning_rate": 5.041338979632991e-06, + "loss": 0.0435, + "step": 15030 + }, + { + "epoch": 27.3, + "learning_rate": 5.007730053102104e-06, + "loss": 0.0541, + "step": 15040 + }, + { + "epoch": 27.31, + "learning_rate": 4.974121126571218e-06, + "loss": 0.0484, + "step": 15050 + }, + { + "epoch": 27.33, + "learning_rate": 4.94051220004033e-06, + "loss": 0.0495, + "step": 15060 + }, + { + "epoch": 27.35, + "learning_rate": 4.9069032735094445e-06, + "loss": 0.0349, + "step": 15070 + }, + { + "epoch": 27.37, + "learning_rate": 4.873294346978558e-06, + "loss": 0.0581, + "step": 15080 + }, + { + "epoch": 27.39, + "learning_rate": 4.839685420447671e-06, + "loss": 0.0478, + "step": 15090 + }, + { + "epoch": 27.4, + "learning_rate": 4.806076493916784e-06, + "loss": 0.0517, + "step": 15100 + }, + { + "epoch": 27.42, + "learning_rate": 4.772467567385898e-06, + "loss": 0.0429, + "step": 15110 + }, + { + "epoch": 27.44, + "learning_rate": 4.7388586408550115e-06, + "loss": 0.049, + "step": 15120 + }, + { + "epoch": 27.46, + "learning_rate": 4.705249714324125e-06, + "loss": 0.0526, + "step": 15130 + }, + { + "epoch": 27.48, + "learning_rate": 4.671640787793238e-06, + "loss": 0.0486, + "step": 15140 + }, + { + "epoch": 27.5, + "learning_rate": 4.638031861262351e-06, + "loss": 0.0594, + "step": 15150 + }, + { + "epoch": 27.51, + "learning_rate": 4.604422934731465e-06, + "loss": 0.0512, + "step": 15160 + }, + { + "epoch": 27.53, + "learning_rate": 4.570814008200578e-06, + "loss": 0.0489, + "step": 15170 + }, + { + "epoch": 27.55, + "learning_rate": 4.537205081669692e-06, + "loss": 0.0374, + "step": 15180 + }, + { + "epoch": 27.57, + "learning_rate": 4.503596155138805e-06, + "loss": 0.0612, + "step": 15190 + }, + { + "epoch": 27.59, + "learning_rate": 4.469987228607918e-06, + "loss": 0.0444, + "step": 15200 + }, + { + "epoch": 27.6, + "learning_rate": 4.436378302077032e-06, + "loss": 0.0473, + "step": 15210 + }, + { + "epoch": 27.62, + "learning_rate": 4.402769375546145e-06, + "loss": 0.0415, + "step": 15220 + }, + { + "epoch": 27.64, + "learning_rate": 4.369160449015259e-06, + "loss": 0.0537, + "step": 15230 + }, + { + "epoch": 27.66, + "learning_rate": 4.335551522484372e-06, + "loss": 0.0507, + "step": 15240 + }, + { + "epoch": 27.68, + "learning_rate": 4.301942595953485e-06, + "loss": 0.043, + "step": 15250 + }, + { + "epoch": 27.69, + "learning_rate": 4.268333669422599e-06, + "loss": 0.0498, + "step": 15260 + }, + { + "epoch": 27.71, + "learning_rate": 4.234724742891713e-06, + "loss": 0.0538, + "step": 15270 + }, + { + "epoch": 27.73, + "learning_rate": 4.201115816360825e-06, + "loss": 0.0453, + "step": 15280 + }, + { + "epoch": 27.75, + "learning_rate": 4.167506889829939e-06, + "loss": 0.0474, + "step": 15290 + }, + { + "epoch": 27.77, + "learning_rate": 4.1338979632990524e-06, + "loss": 0.0531, + "step": 15300 + }, + { + "epoch": 27.79, + "learning_rate": 4.100289036768166e-06, + "loss": 0.0615, + "step": 15310 + }, + { + "epoch": 27.8, + "learning_rate": 4.06668011023728e-06, + "loss": 0.0353, + "step": 15320 + }, + { + "epoch": 27.82, + "learning_rate": 4.033071183706392e-06, + "loss": 0.0507, + "step": 15330 + }, + { + "epoch": 27.84, + "learning_rate": 3.999462257175506e-06, + "loss": 0.0588, + "step": 15340 + }, + { + "epoch": 27.86, + "learning_rate": 3.9658533306446195e-06, + "loss": 0.0368, + "step": 15350 + }, + { + "epoch": 27.88, + "learning_rate": 3.932244404113733e-06, + "loss": 0.056, + "step": 15360 + }, + { + "epoch": 27.89, + "learning_rate": 3.898635477582846e-06, + "loss": 0.0437, + "step": 15370 + }, + { + "epoch": 27.91, + "learning_rate": 3.86502655105196e-06, + "loss": 0.0507, + "step": 15380 + }, + { + "epoch": 27.93, + "learning_rate": 3.8314176245210725e-06, + "loss": 0.0474, + "step": 15390 + }, + { + "epoch": 27.95, + "learning_rate": 3.7978086979901866e-06, + "loss": 0.0398, + "step": 15400 + }, + { + "epoch": 27.97, + "learning_rate": 3.7641997714593002e-06, + "loss": 0.0356, + "step": 15410 + }, + { + "epoch": 27.98, + "learning_rate": 3.730590844928413e-06, + "loss": 0.0389, + "step": 15420 + }, + { + "epoch": 28.0, + "eval_accuracy": 0.9930272108843538, + "eval_loss": 0.022541489452123642, + "eval_runtime": 88.4176, + "eval_samples_per_second": 133.005, + "eval_steps_per_second": 4.162, + "step": 15428 + }, + { + "epoch": 28.0, + "learning_rate": 3.6969819183975267e-06, + "loss": 0.0464, + "step": 15430 + }, + { + "epoch": 28.02, + "learning_rate": 3.66337299186664e-06, + "loss": 0.0473, + "step": 15440 + }, + { + "epoch": 28.04, + "learning_rate": 3.6297640653357536e-06, + "loss": 0.0477, + "step": 15450 + }, + { + "epoch": 28.06, + "learning_rate": 3.5961551388048665e-06, + "loss": 0.0398, + "step": 15460 + }, + { + "epoch": 28.08, + "learning_rate": 3.56254621227398e-06, + "loss": 0.0496, + "step": 15470 + }, + { + "epoch": 28.09, + "learning_rate": 3.5289372857430934e-06, + "loss": 0.0526, + "step": 15480 + }, + { + "epoch": 28.11, + "learning_rate": 3.495328359212207e-06, + "loss": 0.0594, + "step": 15490 + }, + { + "epoch": 28.13, + "learning_rate": 3.46171943268132e-06, + "loss": 0.051, + "step": 15500 + }, + { + "epoch": 28.15, + "learning_rate": 3.4281105061504335e-06, + "loss": 0.0407, + "step": 15510 + }, + { + "epoch": 28.17, + "learning_rate": 3.3945015796195476e-06, + "loss": 0.0619, + "step": 15520 + }, + { + "epoch": 28.18, + "learning_rate": 3.3608926530886604e-06, + "loss": 0.0603, + "step": 15530 + }, + { + "epoch": 28.2, + "learning_rate": 3.327283726557774e-06, + "loss": 0.0355, + "step": 15540 + }, + { + "epoch": 28.22, + "learning_rate": 3.2936748000268873e-06, + "loss": 0.0551, + "step": 15550 + }, + { + "epoch": 28.24, + "learning_rate": 3.260065873496001e-06, + "loss": 0.0416, + "step": 15560 + }, + { + "epoch": 28.26, + "learning_rate": 3.226456946965114e-06, + "loss": 0.0377, + "step": 15570 + }, + { + "epoch": 28.28, + "learning_rate": 3.1928480204342275e-06, + "loss": 0.052, + "step": 15580 + }, + { + "epoch": 28.29, + "learning_rate": 3.1592390939033407e-06, + "loss": 0.0318, + "step": 15590 + }, + { + "epoch": 28.31, + "learning_rate": 3.1256301673724544e-06, + "loss": 0.0362, + "step": 15600 + }, + { + "epoch": 28.33, + "learning_rate": 3.0920212408415676e-06, + "loss": 0.0575, + "step": 15610 + }, + { + "epoch": 28.35, + "learning_rate": 3.058412314310681e-06, + "loss": 0.0479, + "step": 15620 + }, + { + "epoch": 28.37, + "learning_rate": 3.0248033877797946e-06, + "loss": 0.0511, + "step": 15630 + }, + { + "epoch": 28.38, + "learning_rate": 2.991194461248908e-06, + "loss": 0.0333, + "step": 15640 + }, + { + "epoch": 28.4, + "learning_rate": 2.957585534718021e-06, + "loss": 0.0544, + "step": 15650 + }, + { + "epoch": 28.42, + "learning_rate": 2.9239766081871343e-06, + "loss": 0.0534, + "step": 15660 + }, + { + "epoch": 28.44, + "learning_rate": 2.8903676816562484e-06, + "loss": 0.0393, + "step": 15670 + }, + { + "epoch": 28.46, + "learning_rate": 2.8567587551253616e-06, + "loss": 0.0439, + "step": 15680 + }, + { + "epoch": 28.48, + "learning_rate": 2.823149828594475e-06, + "loss": 0.0446, + "step": 15690 + }, + { + "epoch": 28.49, + "learning_rate": 2.789540902063588e-06, + "loss": 0.0533, + "step": 15700 + }, + { + "epoch": 28.51, + "learning_rate": 2.7559319755327018e-06, + "loss": 0.0483, + "step": 15710 + }, + { + "epoch": 28.53, + "learning_rate": 2.722323049001815e-06, + "loss": 0.0476, + "step": 15720 + }, + { + "epoch": 28.55, + "learning_rate": 2.6887141224709283e-06, + "loss": 0.0437, + "step": 15730 + }, + { + "epoch": 28.57, + "learning_rate": 2.655105195940042e-06, + "loss": 0.0382, + "step": 15740 + }, + { + "epoch": 28.58, + "learning_rate": 2.621496269409155e-06, + "loss": 0.0372, + "step": 15750 + }, + { + "epoch": 28.6, + "learning_rate": 2.5878873428782684e-06, + "loss": 0.0371, + "step": 15760 + }, + { + "epoch": 28.62, + "learning_rate": 2.554278416347382e-06, + "loss": 0.0401, + "step": 15770 + }, + { + "epoch": 28.64, + "learning_rate": 2.5206694898164953e-06, + "loss": 0.0407, + "step": 15780 + }, + { + "epoch": 28.66, + "learning_rate": 2.487060563285609e-06, + "loss": 0.0405, + "step": 15790 + }, + { + "epoch": 28.67, + "learning_rate": 2.4534516367547222e-06, + "loss": 0.0456, + "step": 15800 + }, + { + "epoch": 28.69, + "learning_rate": 2.4198427102238355e-06, + "loss": 0.0369, + "step": 15810 + }, + { + "epoch": 28.71, + "learning_rate": 2.386233783692949e-06, + "loss": 0.0388, + "step": 15820 + }, + { + "epoch": 28.73, + "learning_rate": 2.3526248571620624e-06, + "loss": 0.0497, + "step": 15830 + }, + { + "epoch": 28.75, + "learning_rate": 2.3190159306311756e-06, + "loss": 0.0486, + "step": 15840 + }, + { + "epoch": 28.77, + "learning_rate": 2.285407004100289e-06, + "loss": 0.0631, + "step": 15850 + }, + { + "epoch": 28.78, + "learning_rate": 2.2517980775694025e-06, + "loss": 0.0443, + "step": 15860 + }, + { + "epoch": 28.8, + "learning_rate": 2.218189151038516e-06, + "loss": 0.0378, + "step": 15870 + }, + { + "epoch": 28.82, + "learning_rate": 2.1845802245076294e-06, + "loss": 0.0498, + "step": 15880 + }, + { + "epoch": 28.84, + "learning_rate": 2.1509712979767427e-06, + "loss": 0.0307, + "step": 15890 + }, + { + "epoch": 28.86, + "learning_rate": 2.1173623714458564e-06, + "loss": 0.0438, + "step": 15900 + }, + { + "epoch": 28.87, + "learning_rate": 2.0837534449149696e-06, + "loss": 0.0412, + "step": 15910 + }, + { + "epoch": 28.89, + "learning_rate": 2.050144518384083e-06, + "loss": 0.043, + "step": 15920 + }, + { + "epoch": 28.91, + "learning_rate": 2.016535591853196e-06, + "loss": 0.0612, + "step": 15930 + }, + { + "epoch": 28.93, + "learning_rate": 1.9829266653223098e-06, + "loss": 0.0455, + "step": 15940 + }, + { + "epoch": 28.95, + "learning_rate": 1.949317738791423e-06, + "loss": 0.0336, + "step": 15950 + }, + { + "epoch": 28.96, + "learning_rate": 1.9157088122605362e-06, + "loss": 0.0362, + "step": 15960 + }, + { + "epoch": 28.98, + "learning_rate": 1.8820998857296501e-06, + "loss": 0.0402, + "step": 15970 + }, + { + "epoch": 29.0, + "eval_accuracy": 0.9940476190476191, + "eval_loss": 0.023117393255233765, + "eval_runtime": 88.4632, + "eval_samples_per_second": 132.937, + "eval_steps_per_second": 4.16, + "step": 15979 + }, + { + "epoch": 29.0, + "learning_rate": 1.8484909591987634e-06, + "loss": 0.0416, + "step": 15980 + }, + { + "epoch": 29.02, + "learning_rate": 1.8148820326678768e-06, + "loss": 0.0464, + "step": 15990 + }, + { + "epoch": 29.04, + "learning_rate": 1.78127310613699e-06, + "loss": 0.0369, + "step": 16000 + }, + { + "epoch": 29.06, + "learning_rate": 1.7476641796061035e-06, + "loss": 0.0481, + "step": 16010 + }, + { + "epoch": 29.07, + "learning_rate": 1.7140552530752168e-06, + "loss": 0.0453, + "step": 16020 + }, + { + "epoch": 29.09, + "learning_rate": 1.6804463265443302e-06, + "loss": 0.0461, + "step": 16030 + }, + { + "epoch": 29.11, + "learning_rate": 1.6468374000134437e-06, + "loss": 0.0424, + "step": 16040 + }, + { + "epoch": 29.13, + "learning_rate": 1.613228473482557e-06, + "loss": 0.0502, + "step": 16050 + }, + { + "epoch": 29.15, + "learning_rate": 1.5796195469516704e-06, + "loss": 0.0456, + "step": 16060 + }, + { + "epoch": 29.17, + "learning_rate": 1.5460106204207838e-06, + "loss": 0.0469, + "step": 16070 + }, + { + "epoch": 29.18, + "learning_rate": 1.5124016938898973e-06, + "loss": 0.0493, + "step": 16080 + }, + { + "epoch": 29.2, + "learning_rate": 1.4787927673590105e-06, + "loss": 0.0339, + "step": 16090 + }, + { + "epoch": 29.22, + "learning_rate": 1.4451838408281242e-06, + "loss": 0.0557, + "step": 16100 + }, + { + "epoch": 29.24, + "learning_rate": 1.4115749142972374e-06, + "loss": 0.0577, + "step": 16110 + }, + { + "epoch": 29.26, + "learning_rate": 1.3779659877663509e-06, + "loss": 0.0446, + "step": 16120 + }, + { + "epoch": 29.27, + "learning_rate": 1.3443570612354641e-06, + "loss": 0.0286, + "step": 16130 + }, + { + "epoch": 29.29, + "learning_rate": 1.3107481347045776e-06, + "loss": 0.0425, + "step": 16140 + }, + { + "epoch": 29.31, + "learning_rate": 1.277139208173691e-06, + "loss": 0.0375, + "step": 16150 + }, + { + "epoch": 29.33, + "learning_rate": 1.2435302816428045e-06, + "loss": 0.0365, + "step": 16160 + }, + { + "epoch": 29.35, + "learning_rate": 1.2099213551119177e-06, + "loss": 0.0473, + "step": 16170 + }, + { + "epoch": 29.36, + "learning_rate": 1.1763124285810312e-06, + "loss": 0.0644, + "step": 16180 + }, + { + "epoch": 29.38, + "learning_rate": 1.1427035020501444e-06, + "loss": 0.0723, + "step": 16190 + }, + { + "epoch": 29.4, + "learning_rate": 1.109094575519258e-06, + "loss": 0.0454, + "step": 16200 + }, + { + "epoch": 29.42, + "learning_rate": 1.0754856489883713e-06, + "loss": 0.0434, + "step": 16210 + }, + { + "epoch": 29.44, + "learning_rate": 1.0418767224574848e-06, + "loss": 0.0451, + "step": 16220 + }, + { + "epoch": 29.46, + "learning_rate": 1.008267795926598e-06, + "loss": 0.0519, + "step": 16230 + }, + { + "epoch": 29.47, + "learning_rate": 9.746588693957115e-07, + "loss": 0.0468, + "step": 16240 + }, + { + "epoch": 29.49, + "learning_rate": 9.410499428648251e-07, + "loss": 0.0564, + "step": 16250 + }, + { + "epoch": 29.51, + "learning_rate": 9.074410163339384e-07, + "loss": 0.0418, + "step": 16260 + }, + { + "epoch": 29.53, + "learning_rate": 8.738320898030518e-07, + "loss": 0.0435, + "step": 16270 + }, + { + "epoch": 29.55, + "learning_rate": 8.402231632721651e-07, + "loss": 0.0455, + "step": 16280 + }, + { + "epoch": 29.56, + "learning_rate": 8.066142367412785e-07, + "loss": 0.0476, + "step": 16290 + }, + { + "epoch": 29.58, + "learning_rate": 7.730053102103919e-07, + "loss": 0.0476, + "step": 16300 + }, + { + "epoch": 29.6, + "learning_rate": 7.393963836795053e-07, + "loss": 0.0464, + "step": 16310 + }, + { + "epoch": 29.62, + "learning_rate": 7.057874571486187e-07, + "loss": 0.0513, + "step": 16320 + }, + { + "epoch": 29.64, + "learning_rate": 6.721785306177321e-07, + "loss": 0.0629, + "step": 16330 + }, + { + "epoch": 29.65, + "learning_rate": 6.385696040868455e-07, + "loss": 0.0365, + "step": 16340 + }, + { + "epoch": 29.67, + "learning_rate": 6.049606775559589e-07, + "loss": 0.0534, + "step": 16350 + }, + { + "epoch": 29.69, + "learning_rate": 5.713517510250722e-07, + "loss": 0.0515, + "step": 16360 + }, + { + "epoch": 29.71, + "learning_rate": 5.377428244941857e-07, + "loss": 0.0473, + "step": 16370 + }, + { + "epoch": 29.73, + "learning_rate": 5.04133897963299e-07, + "loss": 0.0462, + "step": 16380 + }, + { + "epoch": 29.75, + "learning_rate": 4.7052497143241253e-07, + "loss": 0.0604, + "step": 16390 + }, + { + "epoch": 29.76, + "learning_rate": 4.369160449015259e-07, + "loss": 0.036, + "step": 16400 + }, + { + "epoch": 29.78, + "learning_rate": 4.0330711837063923e-07, + "loss": 0.0367, + "step": 16410 + }, + { + "epoch": 29.8, + "learning_rate": 3.6969819183975263e-07, + "loss": 0.0295, + "step": 16420 + }, + { + "epoch": 29.82, + "learning_rate": 3.3608926530886603e-07, + "loss": 0.0486, + "step": 16430 + }, + { + "epoch": 29.84, + "learning_rate": 3.0248033877797943e-07, + "loss": 0.0431, + "step": 16440 + }, + { + "epoch": 29.85, + "learning_rate": 2.6887141224709284e-07, + "loss": 0.0352, + "step": 16450 + }, + { + "epoch": 29.87, + "learning_rate": 2.3526248571620627e-07, + "loss": 0.0551, + "step": 16460 + }, + { + "epoch": 29.89, + "learning_rate": 2.0165355918531961e-07, + "loss": 0.046, + "step": 16470 + }, + { + "epoch": 29.91, + "learning_rate": 1.6804463265443302e-07, + "loss": 0.0506, + "step": 16480 + }, + { + "epoch": 29.93, + "learning_rate": 1.3443570612354642e-07, + "loss": 0.0467, + "step": 16490 + }, + { + "epoch": 29.94, + "learning_rate": 1.0082677959265981e-07, + "loss": 0.0482, + "step": 16500 + }, + { + "epoch": 29.96, + "learning_rate": 6.721785306177321e-08, + "loss": 0.0411, + "step": 16510 + }, + { + "epoch": 29.98, + "learning_rate": 3.3608926530886605e-08, + "loss": 0.0411, + "step": 16520 + }, + { + "epoch": 30.0, + "learning_rate": 0.0, + "loss": 0.0424, + "step": 16530 + }, + { + "epoch": 30.0, + "eval_accuracy": 0.9938775510204082, + "eval_loss": 0.02112790010869503, + "eval_runtime": 89.1886, + "eval_samples_per_second": 131.855, + "eval_steps_per_second": 4.126, + "step": 16530 + }, + { + "epoch": 30.0, + "step": 16530, + "total_flos": 1.640377515244546e+20, + "train_loss": 0.13347519217154796, + "train_runtime": 35315.2862, + "train_samples_per_second": 59.941, + "train_steps_per_second": 0.468 + } + ], + "max_steps": 16530, + "num_train_epochs": 30, + "total_flos": 1.640377515244546e+20, + "trial_name": null, + "trial_params": null +}