{ "best_metric": 0.11435776203870773, "best_model_checkpoint": "vit-base-patch16-224-in21k-crack-detectorVITmain50epochs\\checkpoint-6688", "epoch": 5.999551468939224, "eval_steps": 500, "global_step": 6688, "is_hyper_param_search": false, "is_local_process_zero": true, "is_world_process_zero": true, "log_history": [ { "epoch": 0.01, "learning_rate": 8.976660682226213e-08, "loss": 1.3944, "step": 10 }, { "epoch": 0.02, "learning_rate": 1.7953321364452426e-07, "loss": 1.3875, "step": 20 }, { "epoch": 0.03, "learning_rate": 2.692998204667864e-07, "loss": 1.3999, "step": 30 }, { "epoch": 0.04, "learning_rate": 3.590664272890485e-07, "loss": 1.3915, "step": 40 }, { "epoch": 0.04, "learning_rate": 4.4883303411131064e-07, "loss": 1.3856, "step": 50 }, { "epoch": 0.05, "learning_rate": 5.385996409335728e-07, "loss": 1.3912, "step": 60 }, { "epoch": 0.06, "learning_rate": 6.283662477558349e-07, "loss": 1.3902, "step": 70 }, { "epoch": 0.07, "learning_rate": 7.18132854578097e-07, "loss": 1.3851, "step": 80 }, { "epoch": 0.08, "learning_rate": 8.078994614003591e-07, "loss": 1.3755, "step": 90 }, { "epoch": 0.09, "learning_rate": 8.976660682226213e-07, "loss": 1.3793, "step": 100 }, { "epoch": 0.1, "learning_rate": 9.874326750448833e-07, "loss": 1.3737, "step": 110 }, { "epoch": 0.11, "learning_rate": 1.0771992818671456e-06, "loss": 1.3736, "step": 120 }, { "epoch": 0.12, "learning_rate": 1.1669658886894075e-06, "loss": 1.3678, "step": 130 }, { "epoch": 0.13, "learning_rate": 1.2567324955116697e-06, "loss": 1.3637, "step": 140 }, { "epoch": 0.13, "learning_rate": 1.3464991023339318e-06, "loss": 1.357, "step": 150 }, { "epoch": 0.14, "learning_rate": 1.436265709156194e-06, "loss": 1.3583, "step": 160 }, { "epoch": 0.15, "learning_rate": 1.5260323159784561e-06, "loss": 1.361, "step": 170 }, { "epoch": 0.16, "learning_rate": 1.6157989228007182e-06, "loss": 1.3517, "step": 180 }, { "epoch": 0.17, "learning_rate": 1.7055655296229805e-06, "loss": 1.3543, "step": 190 }, { "epoch": 0.18, "learning_rate": 1.7953321364452425e-06, "loss": 1.3497, "step": 200 }, { "epoch": 0.19, "learning_rate": 1.8850987432675046e-06, "loss": 1.3436, "step": 210 }, { "epoch": 0.2, "learning_rate": 1.9748653500897667e-06, "loss": 1.3304, "step": 220 }, { "epoch": 0.21, "learning_rate": 2.064631956912029e-06, "loss": 1.3262, "step": 230 }, { "epoch": 0.22, "learning_rate": 2.1543985637342912e-06, "loss": 1.3209, "step": 240 }, { "epoch": 0.22, "learning_rate": 2.244165170556553e-06, "loss": 1.3054, "step": 250 }, { "epoch": 0.23, "learning_rate": 2.333931777378815e-06, "loss": 1.3028, "step": 260 }, { "epoch": 0.24, "learning_rate": 2.423698384201077e-06, "loss": 1.2939, "step": 270 }, { "epoch": 0.25, "learning_rate": 2.5134649910233395e-06, "loss": 1.2894, "step": 280 }, { "epoch": 0.26, "learning_rate": 2.6032315978456015e-06, "loss": 1.2838, "step": 290 }, { "epoch": 0.27, "learning_rate": 2.6929982046678636e-06, "loss": 1.2625, "step": 300 }, { "epoch": 0.28, "learning_rate": 2.7827648114901257e-06, "loss": 1.2727, "step": 310 }, { "epoch": 0.29, "learning_rate": 2.872531418312388e-06, "loss": 1.2398, "step": 320 }, { "epoch": 0.3, "learning_rate": 2.9622980251346502e-06, "loss": 1.2267, "step": 330 }, { "epoch": 0.31, "learning_rate": 3.0520646319569123e-06, "loss": 1.2359, "step": 340 }, { "epoch": 0.31, "learning_rate": 3.1418312387791743e-06, "loss": 1.218, "step": 350 }, { "epoch": 0.32, "learning_rate": 3.2315978456014364e-06, "loss": 1.1877, "step": 360 }, { "epoch": 0.33, "learning_rate": 3.321364452423698e-06, "loss": 1.1764, "step": 370 }, { "epoch": 0.34, "learning_rate": 3.411131059245961e-06, "loss": 1.151, "step": 380 }, { "epoch": 0.35, "learning_rate": 3.500897666068223e-06, "loss": 1.1334, "step": 390 }, { "epoch": 0.36, "learning_rate": 3.590664272890485e-06, "loss": 1.1272, "step": 400 }, { "epoch": 0.37, "learning_rate": 3.680430879712747e-06, "loss": 1.1077, "step": 410 }, { "epoch": 0.38, "learning_rate": 3.770197486535009e-06, "loss": 1.1021, "step": 420 }, { "epoch": 0.39, "learning_rate": 3.859964093357271e-06, "loss": 1.0583, "step": 430 }, { "epoch": 0.39, "learning_rate": 3.949730700179533e-06, "loss": 1.0482, "step": 440 }, { "epoch": 0.4, "learning_rate": 4.039497307001795e-06, "loss": 1.0214, "step": 450 }, { "epoch": 0.41, "learning_rate": 4.129263913824058e-06, "loss": 1.0114, "step": 460 }, { "epoch": 0.42, "learning_rate": 4.21903052064632e-06, "loss": 1.0237, "step": 470 }, { "epoch": 0.43, "learning_rate": 4.3087971274685824e-06, "loss": 0.969, "step": 480 }, { "epoch": 0.44, "learning_rate": 4.3985637342908445e-06, "loss": 0.966, "step": 490 }, { "epoch": 0.45, "learning_rate": 4.488330341113106e-06, "loss": 0.9518, "step": 500 }, { "epoch": 0.46, "learning_rate": 4.578096947935368e-06, "loss": 0.9545, "step": 510 }, { "epoch": 0.47, "learning_rate": 4.66786355475763e-06, "loss": 0.9473, "step": 520 }, { "epoch": 0.48, "learning_rate": 4.757630161579892e-06, "loss": 0.9026, "step": 530 }, { "epoch": 0.48, "learning_rate": 4.847396768402154e-06, "loss": 0.8535, "step": 540 }, { "epoch": 0.49, "learning_rate": 4.937163375224417e-06, "loss": 0.8598, "step": 550 }, { "epoch": 0.5, "learning_rate": 5.026929982046679e-06, "loss": 0.8154, "step": 560 }, { "epoch": 0.51, "learning_rate": 5.116696588868941e-06, "loss": 0.8561, "step": 570 }, { "epoch": 0.52, "learning_rate": 5.206463195691203e-06, "loss": 0.7924, "step": 580 }, { "epoch": 0.53, "learning_rate": 5.296229802513465e-06, "loss": 0.7947, "step": 590 }, { "epoch": 0.54, "learning_rate": 5.385996409335727e-06, "loss": 0.7999, "step": 600 }, { "epoch": 0.55, "learning_rate": 5.475763016157989e-06, "loss": 0.7771, "step": 610 }, { "epoch": 0.56, "learning_rate": 5.565529622980251e-06, "loss": 0.7826, "step": 620 }, { "epoch": 0.57, "learning_rate": 5.655296229802514e-06, "loss": 0.7321, "step": 630 }, { "epoch": 0.57, "learning_rate": 5.745062836624776e-06, "loss": 0.7689, "step": 640 }, { "epoch": 0.58, "learning_rate": 5.834829443447038e-06, "loss": 0.7546, "step": 650 }, { "epoch": 0.59, "learning_rate": 5.9245960502693004e-06, "loss": 0.7336, "step": 660 }, { "epoch": 0.6, "learning_rate": 6.0143626570915625e-06, "loss": 0.6889, "step": 670 }, { "epoch": 0.61, "learning_rate": 6.1041292639138246e-06, "loss": 0.6996, "step": 680 }, { "epoch": 0.62, "learning_rate": 6.193895870736087e-06, "loss": 0.6994, "step": 690 }, { "epoch": 0.63, "learning_rate": 6.283662477558349e-06, "loss": 0.74, "step": 700 }, { "epoch": 0.64, "learning_rate": 6.373429084380611e-06, "loss": 0.711, "step": 710 }, { "epoch": 0.65, "learning_rate": 6.463195691202873e-06, "loss": 0.6765, "step": 720 }, { "epoch": 0.65, "learning_rate": 6.552962298025135e-06, "loss": 0.6717, "step": 730 }, { "epoch": 0.66, "learning_rate": 6.642728904847396e-06, "loss": 0.6776, "step": 740 }, { "epoch": 0.67, "learning_rate": 6.732495511669659e-06, "loss": 0.62, "step": 750 }, { "epoch": 0.68, "learning_rate": 6.822262118491922e-06, "loss": 0.6392, "step": 760 }, { "epoch": 0.69, "learning_rate": 6.912028725314183e-06, "loss": 0.62, "step": 770 }, { "epoch": 0.7, "learning_rate": 7.001795332136446e-06, "loss": 0.6103, "step": 780 }, { "epoch": 0.71, "learning_rate": 7.091561938958707e-06, "loss": 0.6504, "step": 790 }, { "epoch": 0.72, "learning_rate": 7.18132854578097e-06, "loss": 0.6126, "step": 800 }, { "epoch": 0.73, "learning_rate": 7.271095152603231e-06, "loss": 0.5707, "step": 810 }, { "epoch": 0.74, "learning_rate": 7.360861759425494e-06, "loss": 0.587, "step": 820 }, { "epoch": 0.74, "learning_rate": 7.4506283662477555e-06, "loss": 0.5684, "step": 830 }, { "epoch": 0.75, "learning_rate": 7.540394973070018e-06, "loss": 0.5586, "step": 840 }, { "epoch": 0.76, "learning_rate": 7.630161579892281e-06, "loss": 0.6074, "step": 850 }, { "epoch": 0.77, "learning_rate": 7.719928186714543e-06, "loss": 0.5638, "step": 860 }, { "epoch": 0.78, "learning_rate": 7.809694793536805e-06, "loss": 0.5952, "step": 870 }, { "epoch": 0.79, "learning_rate": 7.899461400359067e-06, "loss": 0.5647, "step": 880 }, { "epoch": 0.8, "learning_rate": 7.98922800718133e-06, "loss": 0.6049, "step": 890 }, { "epoch": 0.81, "learning_rate": 8.07899461400359e-06, "loss": 0.5525, "step": 900 }, { "epoch": 0.82, "learning_rate": 8.168761220825854e-06, "loss": 0.522, "step": 910 }, { "epoch": 0.83, "learning_rate": 8.258527827648117e-06, "loss": 0.5489, "step": 920 }, { "epoch": 0.83, "learning_rate": 8.348294434470378e-06, "loss": 0.5394, "step": 930 }, { "epoch": 0.84, "learning_rate": 8.43806104129264e-06, "loss": 0.5707, "step": 940 }, { "epoch": 0.85, "learning_rate": 8.527827648114902e-06, "loss": 0.5322, "step": 950 }, { "epoch": 0.86, "learning_rate": 8.617594254937165e-06, "loss": 0.5637, "step": 960 }, { "epoch": 0.87, "learning_rate": 8.707360861759426e-06, "loss": 0.529, "step": 970 }, { "epoch": 0.88, "learning_rate": 8.797127468581689e-06, "loss": 0.51, "step": 980 }, { "epoch": 0.89, "learning_rate": 8.88689407540395e-06, "loss": 0.4844, "step": 990 }, { "epoch": 0.9, "learning_rate": 8.976660682226211e-06, "loss": 0.5349, "step": 1000 }, { "epoch": 0.91, "learning_rate": 9.066427289048474e-06, "loss": 0.5377, "step": 1010 }, { "epoch": 0.92, "learning_rate": 9.156193895870736e-06, "loss": 0.4985, "step": 1020 }, { "epoch": 0.92, "learning_rate": 9.245960502692998e-06, "loss": 0.5533, "step": 1030 }, { "epoch": 0.93, "learning_rate": 9.33572710951526e-06, "loss": 0.4955, "step": 1040 }, { "epoch": 0.94, "learning_rate": 9.425493716337523e-06, "loss": 0.541, "step": 1050 }, { "epoch": 0.95, "learning_rate": 9.515260323159784e-06, "loss": 0.4757, "step": 1060 }, { "epoch": 0.96, "learning_rate": 9.605026929982047e-06, "loss": 0.5478, "step": 1070 }, { "epoch": 0.97, "learning_rate": 9.694793536804308e-06, "loss": 0.5281, "step": 1080 }, { "epoch": 0.98, "learning_rate": 9.784560143626571e-06, "loss": 0.5187, "step": 1090 }, { "epoch": 0.99, "learning_rate": 9.874326750448834e-06, "loss": 0.4591, "step": 1100 }, { "epoch": 1.0, "learning_rate": 9.964093357271095e-06, "loss": 0.5344, "step": 1110 }, { "epoch": 1.0, "eval_accuracy": { "accuracy": 0.8744113029827315 }, "eval_f1": { "f1": 0.8645201833830978 }, "eval_loss": 0.40481075644493103, "eval_precision": { "precision": 0.8668175457367389 }, "eval_recall": { "recall": 0.8631211355155497 }, "eval_runtime": 243.6123, "eval_samples_per_second": 73.215, "eval_steps_per_second": 4.577, "step": 1114 }, { "epoch": 1.0, "learning_rate": 1.0053859964093358e-05, "loss": 0.5092, "step": 1120 }, { "epoch": 1.01, "learning_rate": 1.0143626570915619e-05, "loss": 0.4834, "step": 1130 }, { "epoch": 1.02, "learning_rate": 1.0233393177737882e-05, "loss": 0.5403, "step": 1140 }, { "epoch": 1.03, "learning_rate": 1.0323159784560143e-05, "loss": 0.5109, "step": 1150 }, { "epoch": 1.04, "learning_rate": 1.0412926391382406e-05, "loss": 0.5002, "step": 1160 }, { "epoch": 1.05, "learning_rate": 1.0502692998204669e-05, "loss": 0.5052, "step": 1170 }, { "epoch": 1.06, "learning_rate": 1.059245960502693e-05, "loss": 0.4642, "step": 1180 }, { "epoch": 1.07, "learning_rate": 1.0682226211849193e-05, "loss": 0.4479, "step": 1190 }, { "epoch": 1.08, "learning_rate": 1.0771992818671454e-05, "loss": 0.4944, "step": 1200 }, { "epoch": 1.09, "learning_rate": 1.0861759425493717e-05, "loss": 0.4583, "step": 1210 }, { "epoch": 1.09, "learning_rate": 1.0951526032315979e-05, "loss": 0.4779, "step": 1220 }, { "epoch": 1.1, "learning_rate": 1.1041292639138241e-05, "loss": 0.5038, "step": 1230 }, { "epoch": 1.11, "learning_rate": 1.1131059245960503e-05, "loss": 0.4831, "step": 1240 }, { "epoch": 1.12, "learning_rate": 1.1220825852782766e-05, "loss": 0.4999, "step": 1250 }, { "epoch": 1.13, "learning_rate": 1.1310592459605028e-05, "loss": 0.4611, "step": 1260 }, { "epoch": 1.14, "learning_rate": 1.140035906642729e-05, "loss": 0.4775, "step": 1270 }, { "epoch": 1.15, "learning_rate": 1.1490125673249553e-05, "loss": 0.4388, "step": 1280 }, { "epoch": 1.16, "learning_rate": 1.1579892280071814e-05, "loss": 0.4374, "step": 1290 }, { "epoch": 1.17, "learning_rate": 1.1669658886894077e-05, "loss": 0.4608, "step": 1300 }, { "epoch": 1.18, "learning_rate": 1.1759425493716338e-05, "loss": 0.4973, "step": 1310 }, { "epoch": 1.18, "learning_rate": 1.1849192100538601e-05, "loss": 0.4387, "step": 1320 }, { "epoch": 1.19, "learning_rate": 1.1938958707360862e-05, "loss": 0.4617, "step": 1330 }, { "epoch": 1.2, "learning_rate": 1.2028725314183125e-05, "loss": 0.4631, "step": 1340 }, { "epoch": 1.21, "learning_rate": 1.2118491921005388e-05, "loss": 0.4869, "step": 1350 }, { "epoch": 1.22, "learning_rate": 1.2208258527827649e-05, "loss": 0.4699, "step": 1360 }, { "epoch": 1.23, "learning_rate": 1.2298025134649912e-05, "loss": 0.482, "step": 1370 }, { "epoch": 1.24, "learning_rate": 1.2387791741472173e-05, "loss": 0.4067, "step": 1380 }, { "epoch": 1.25, "learning_rate": 1.2477558348294434e-05, "loss": 0.4218, "step": 1390 }, { "epoch": 1.26, "learning_rate": 1.2567324955116697e-05, "loss": 0.4643, "step": 1400 }, { "epoch": 1.26, "learning_rate": 1.2657091561938959e-05, "loss": 0.4317, "step": 1410 }, { "epoch": 1.27, "learning_rate": 1.2746858168761221e-05, "loss": 0.4303, "step": 1420 }, { "epoch": 1.28, "learning_rate": 1.2836624775583483e-05, "loss": 0.4247, "step": 1430 }, { "epoch": 1.29, "learning_rate": 1.2926391382405746e-05, "loss": 0.4553, "step": 1440 }, { "epoch": 1.3, "learning_rate": 1.3016157989228009e-05, "loss": 0.4527, "step": 1450 }, { "epoch": 1.31, "learning_rate": 1.310592459605027e-05, "loss": 0.4216, "step": 1460 }, { "epoch": 1.32, "learning_rate": 1.3195691202872531e-05, "loss": 0.4481, "step": 1470 }, { "epoch": 1.33, "learning_rate": 1.3285457809694792e-05, "loss": 0.3926, "step": 1480 }, { "epoch": 1.34, "learning_rate": 1.3375224416517057e-05, "loss": 0.4644, "step": 1490 }, { "epoch": 1.35, "learning_rate": 1.3464991023339318e-05, "loss": 0.4156, "step": 1500 }, { "epoch": 1.35, "learning_rate": 1.355475763016158e-05, "loss": 0.4165, "step": 1510 }, { "epoch": 1.36, "learning_rate": 1.3644524236983844e-05, "loss": 0.427, "step": 1520 }, { "epoch": 1.37, "learning_rate": 1.3734290843806105e-05, "loss": 0.4229, "step": 1530 }, { "epoch": 1.38, "learning_rate": 1.3824057450628366e-05, "loss": 0.3961, "step": 1540 }, { "epoch": 1.39, "learning_rate": 1.3913824057450627e-05, "loss": 0.4438, "step": 1550 }, { "epoch": 1.4, "learning_rate": 1.4003590664272892e-05, "loss": 0.4037, "step": 1560 }, { "epoch": 1.41, "learning_rate": 1.4093357271095153e-05, "loss": 0.4341, "step": 1570 }, { "epoch": 1.42, "learning_rate": 1.4183123877917415e-05, "loss": 0.3715, "step": 1580 }, { "epoch": 1.43, "learning_rate": 1.4272890484739679e-05, "loss": 0.4292, "step": 1590 }, { "epoch": 1.44, "learning_rate": 1.436265709156194e-05, "loss": 0.4539, "step": 1600 }, { "epoch": 1.44, "learning_rate": 1.4452423698384202e-05, "loss": 0.409, "step": 1610 }, { "epoch": 1.45, "learning_rate": 1.4542190305206463e-05, "loss": 0.4473, "step": 1620 }, { "epoch": 1.46, "learning_rate": 1.4631956912028727e-05, "loss": 0.4202, "step": 1630 }, { "epoch": 1.47, "learning_rate": 1.4721723518850989e-05, "loss": 0.3701, "step": 1640 }, { "epoch": 1.48, "learning_rate": 1.481149012567325e-05, "loss": 0.4451, "step": 1650 }, { "epoch": 1.49, "learning_rate": 1.4901256732495511e-05, "loss": 0.4216, "step": 1660 }, { "epoch": 1.5, "learning_rate": 1.4991023339317776e-05, "loss": 0.4116, "step": 1670 }, { "epoch": 1.51, "learning_rate": 1.5080789946140037e-05, "loss": 0.4006, "step": 1680 }, { "epoch": 1.52, "learning_rate": 1.5170556552962298e-05, "loss": 0.4303, "step": 1690 }, { "epoch": 1.53, "learning_rate": 1.5260323159784563e-05, "loss": 0.441, "step": 1700 }, { "epoch": 1.53, "learning_rate": 1.5350089766606824e-05, "loss": 0.4248, "step": 1710 }, { "epoch": 1.54, "learning_rate": 1.5439856373429085e-05, "loss": 0.3771, "step": 1720 }, { "epoch": 1.55, "learning_rate": 1.5529622980251346e-05, "loss": 0.4158, "step": 1730 }, { "epoch": 1.56, "learning_rate": 1.561938958707361e-05, "loss": 0.3815, "step": 1740 }, { "epoch": 1.57, "learning_rate": 1.5709156193895872e-05, "loss": 0.4204, "step": 1750 }, { "epoch": 1.58, "learning_rate": 1.5798922800718133e-05, "loss": 0.4886, "step": 1760 }, { "epoch": 1.59, "learning_rate": 1.5888689407540398e-05, "loss": 0.4382, "step": 1770 }, { "epoch": 1.6, "learning_rate": 1.597845601436266e-05, "loss": 0.4502, "step": 1780 }, { "epoch": 1.61, "learning_rate": 1.606822262118492e-05, "loss": 0.4155, "step": 1790 }, { "epoch": 1.61, "learning_rate": 1.615798922800718e-05, "loss": 0.3801, "step": 1800 }, { "epoch": 1.62, "learning_rate": 1.6247755834829446e-05, "loss": 0.3968, "step": 1810 }, { "epoch": 1.63, "learning_rate": 1.6337522441651707e-05, "loss": 0.365, "step": 1820 }, { "epoch": 1.64, "learning_rate": 1.642728904847397e-05, "loss": 0.3638, "step": 1830 }, { "epoch": 1.65, "learning_rate": 1.6517055655296233e-05, "loss": 0.3935, "step": 1840 }, { "epoch": 1.66, "learning_rate": 1.6606822262118494e-05, "loss": 0.4092, "step": 1850 }, { "epoch": 1.67, "learning_rate": 1.6696588868940756e-05, "loss": 0.3617, "step": 1860 }, { "epoch": 1.68, "learning_rate": 1.6786355475763017e-05, "loss": 0.389, "step": 1870 }, { "epoch": 1.69, "learning_rate": 1.687612208258528e-05, "loss": 0.3357, "step": 1880 }, { "epoch": 1.7, "learning_rate": 1.6965888689407543e-05, "loss": 0.3925, "step": 1890 }, { "epoch": 1.7, "learning_rate": 1.7055655296229804e-05, "loss": 0.4186, "step": 1900 }, { "epoch": 1.71, "learning_rate": 1.7145421903052065e-05, "loss": 0.3913, "step": 1910 }, { "epoch": 1.72, "learning_rate": 1.723518850987433e-05, "loss": 0.3679, "step": 1920 }, { "epoch": 1.73, "learning_rate": 1.732495511669659e-05, "loss": 0.4476, "step": 1930 }, { "epoch": 1.74, "learning_rate": 1.7414721723518852e-05, "loss": 0.4065, "step": 1940 }, { "epoch": 1.75, "learning_rate": 1.7504488330341113e-05, "loss": 0.4079, "step": 1950 }, { "epoch": 1.76, "learning_rate": 1.7594254937163378e-05, "loss": 0.3831, "step": 1960 }, { "epoch": 1.77, "learning_rate": 1.768402154398564e-05, "loss": 0.3985, "step": 1970 }, { "epoch": 1.78, "learning_rate": 1.77737881508079e-05, "loss": 0.3705, "step": 1980 }, { "epoch": 1.79, "learning_rate": 1.786355475763016e-05, "loss": 0.3742, "step": 1990 }, { "epoch": 1.79, "learning_rate": 1.7953321364452423e-05, "loss": 0.3517, "step": 2000 }, { "epoch": 1.8, "learning_rate": 1.8043087971274687e-05, "loss": 0.3871, "step": 2010 }, { "epoch": 1.81, "learning_rate": 1.813285457809695e-05, "loss": 0.3416, "step": 2020 }, { "epoch": 1.82, "learning_rate": 1.822262118491921e-05, "loss": 0.3856, "step": 2030 }, { "epoch": 1.83, "learning_rate": 1.831238779174147e-05, "loss": 0.4245, "step": 2040 }, { "epoch": 1.84, "learning_rate": 1.8402154398563732e-05, "loss": 0.3645, "step": 2050 }, { "epoch": 1.85, "learning_rate": 1.8491921005385997e-05, "loss": 0.3505, "step": 2060 }, { "epoch": 1.86, "learning_rate": 1.8581687612208258e-05, "loss": 0.3746, "step": 2070 }, { "epoch": 1.87, "learning_rate": 1.867145421903052e-05, "loss": 0.352, "step": 2080 }, { "epoch": 1.87, "learning_rate": 1.8761220825852784e-05, "loss": 0.4295, "step": 2090 }, { "epoch": 1.88, "learning_rate": 1.8850987432675045e-05, "loss": 0.387, "step": 2100 }, { "epoch": 1.89, "learning_rate": 1.8940754039497306e-05, "loss": 0.4056, "step": 2110 }, { "epoch": 1.9, "learning_rate": 1.9030520646319568e-05, "loss": 0.3913, "step": 2120 }, { "epoch": 1.91, "learning_rate": 1.9120287253141832e-05, "loss": 0.3789, "step": 2130 }, { "epoch": 1.92, "learning_rate": 1.9210053859964093e-05, "loss": 0.3688, "step": 2140 }, { "epoch": 1.93, "learning_rate": 1.9299820466786355e-05, "loss": 0.3499, "step": 2150 }, { "epoch": 1.94, "learning_rate": 1.9389587073608616e-05, "loss": 0.3153, "step": 2160 }, { "epoch": 1.95, "learning_rate": 1.947935368043088e-05, "loss": 0.3558, "step": 2170 }, { "epoch": 1.96, "learning_rate": 1.9569120287253142e-05, "loss": 0.3001, "step": 2180 }, { "epoch": 1.96, "learning_rate": 1.9658886894075403e-05, "loss": 0.3109, "step": 2190 }, { "epoch": 1.97, "learning_rate": 1.9748653500897668e-05, "loss": 0.3377, "step": 2200 }, { "epoch": 1.98, "learning_rate": 1.983842010771993e-05, "loss": 0.3888, "step": 2210 }, { "epoch": 1.99, "learning_rate": 1.992818671454219e-05, "loss": 0.3536, "step": 2220 }, { "epoch": 2.0, "eval_accuracy": { "accuracy": 0.9219555954249832 }, "eval_f1": { "f1": 0.9164276462698699 }, "eval_loss": 0.2440667599439621, "eval_precision": { "precision": 0.9196643633917082 }, "eval_recall": { "recall": 0.913748377704386 }, "eval_runtime": 164.5475, "eval_samples_per_second": 108.394, "eval_steps_per_second": 6.776, "step": 2229 }, { "epoch": 2.0, "learning_rate": 2.001795332136445e-05, "loss": 0.3716, "step": 2230 }, { "epoch": 2.01, "learning_rate": 2.0107719928186716e-05, "loss": 0.3336, "step": 2240 }, { "epoch": 2.02, "learning_rate": 2.0197486535008977e-05, "loss": 0.3309, "step": 2250 }, { "epoch": 2.03, "learning_rate": 2.0287253141831238e-05, "loss": 0.4064, "step": 2260 }, { "epoch": 2.04, "learning_rate": 2.0377019748653503e-05, "loss": 0.33, "step": 2270 }, { "epoch": 2.05, "learning_rate": 2.0466786355475764e-05, "loss": 0.3911, "step": 2280 }, { "epoch": 2.05, "learning_rate": 2.0556552962298025e-05, "loss": 0.3405, "step": 2290 }, { "epoch": 2.06, "learning_rate": 2.0646319569120286e-05, "loss": 0.317, "step": 2300 }, { "epoch": 2.07, "learning_rate": 2.073608617594255e-05, "loss": 0.3305, "step": 2310 }, { "epoch": 2.08, "learning_rate": 2.0825852782764812e-05, "loss": 0.3201, "step": 2320 }, { "epoch": 2.09, "learning_rate": 2.0915619389587073e-05, "loss": 0.3107, "step": 2330 }, { "epoch": 2.1, "learning_rate": 2.1005385996409338e-05, "loss": 0.351, "step": 2340 }, { "epoch": 2.11, "learning_rate": 2.10951526032316e-05, "loss": 0.3181, "step": 2350 }, { "epoch": 2.12, "learning_rate": 2.118491921005386e-05, "loss": 0.3494, "step": 2360 }, { "epoch": 2.13, "learning_rate": 2.1274685816876122e-05, "loss": 0.3718, "step": 2370 }, { "epoch": 2.14, "learning_rate": 2.1364452423698386e-05, "loss": 0.34, "step": 2380 }, { "epoch": 2.14, "learning_rate": 2.1454219030520648e-05, "loss": 0.306, "step": 2390 }, { "epoch": 2.15, "learning_rate": 2.154398563734291e-05, "loss": 0.3147, "step": 2400 }, { "epoch": 2.16, "learning_rate": 2.163375224416517e-05, "loss": 0.2842, "step": 2410 }, { "epoch": 2.17, "learning_rate": 2.1723518850987435e-05, "loss": 0.3461, "step": 2420 }, { "epoch": 2.18, "learning_rate": 2.1813285457809696e-05, "loss": 0.3161, "step": 2430 }, { "epoch": 2.19, "learning_rate": 2.1903052064631957e-05, "loss": 0.3152, "step": 2440 }, { "epoch": 2.2, "learning_rate": 2.199281867145422e-05, "loss": 0.3104, "step": 2450 }, { "epoch": 2.21, "learning_rate": 2.2082585278276483e-05, "loss": 0.3485, "step": 2460 }, { "epoch": 2.22, "learning_rate": 2.2172351885098744e-05, "loss": 0.3682, "step": 2470 }, { "epoch": 2.22, "learning_rate": 2.2262118491921005e-05, "loss": 0.2831, "step": 2480 }, { "epoch": 2.23, "learning_rate": 2.235188509874327e-05, "loss": 0.3097, "step": 2490 }, { "epoch": 2.24, "learning_rate": 2.244165170556553e-05, "loss": 0.3433, "step": 2500 }, { "epoch": 2.25, "learning_rate": 2.2531418312387792e-05, "loss": 0.3319, "step": 2510 }, { "epoch": 2.26, "learning_rate": 2.2621184919210057e-05, "loss": 0.3236, "step": 2520 }, { "epoch": 2.27, "learning_rate": 2.2710951526032318e-05, "loss": 0.3531, "step": 2530 }, { "epoch": 2.28, "learning_rate": 2.280071813285458e-05, "loss": 0.2737, "step": 2540 }, { "epoch": 2.29, "learning_rate": 2.289048473967684e-05, "loss": 0.3774, "step": 2550 }, { "epoch": 2.3, "learning_rate": 2.2980251346499105e-05, "loss": 0.2936, "step": 2560 }, { "epoch": 2.31, "learning_rate": 2.3070017953321366e-05, "loss": 0.3015, "step": 2570 }, { "epoch": 2.31, "learning_rate": 2.3159784560143628e-05, "loss": 0.2933, "step": 2580 }, { "epoch": 2.32, "learning_rate": 2.3249551166965892e-05, "loss": 0.3348, "step": 2590 }, { "epoch": 2.33, "learning_rate": 2.3339317773788153e-05, "loss": 0.3249, "step": 2600 }, { "epoch": 2.34, "learning_rate": 2.3429084380610415e-05, "loss": 0.3619, "step": 2610 }, { "epoch": 2.35, "learning_rate": 2.3518850987432676e-05, "loss": 0.3428, "step": 2620 }, { "epoch": 2.36, "learning_rate": 2.360861759425494e-05, "loss": 0.3425, "step": 2630 }, { "epoch": 2.37, "learning_rate": 2.3698384201077202e-05, "loss": 0.3027, "step": 2640 }, { "epoch": 2.38, "learning_rate": 2.3788150807899463e-05, "loss": 0.3723, "step": 2650 }, { "epoch": 2.39, "learning_rate": 2.3877917414721724e-05, "loss": 0.3813, "step": 2660 }, { "epoch": 2.4, "learning_rate": 2.396768402154399e-05, "loss": 0.3423, "step": 2670 }, { "epoch": 2.4, "learning_rate": 2.405745062836625e-05, "loss": 0.355, "step": 2680 }, { "epoch": 2.41, "learning_rate": 2.414721723518851e-05, "loss": 0.3047, "step": 2690 }, { "epoch": 2.42, "learning_rate": 2.4236983842010776e-05, "loss": 0.3049, "step": 2700 }, { "epoch": 2.43, "learning_rate": 2.4326750448833037e-05, "loss": 0.2876, "step": 2710 }, { "epoch": 2.44, "learning_rate": 2.4416517055655298e-05, "loss": 0.3166, "step": 2720 }, { "epoch": 2.45, "learning_rate": 2.450628366247756e-05, "loss": 0.3468, "step": 2730 }, { "epoch": 2.46, "learning_rate": 2.4596050269299824e-05, "loss": 0.3173, "step": 2740 }, { "epoch": 2.47, "learning_rate": 2.4685816876122085e-05, "loss": 0.3189, "step": 2750 }, { "epoch": 2.48, "learning_rate": 2.4775583482944346e-05, "loss": 0.3321, "step": 2760 }, { "epoch": 2.48, "learning_rate": 2.4865350089766608e-05, "loss": 0.3314, "step": 2770 }, { "epoch": 2.49, "learning_rate": 2.495511669658887e-05, "loss": 0.3338, "step": 2780 }, { "epoch": 2.5, "learning_rate": 2.5044883303411134e-05, "loss": 0.3212, "step": 2790 }, { "epoch": 2.51, "learning_rate": 2.5134649910233395e-05, "loss": 0.3814, "step": 2800 }, { "epoch": 2.52, "learning_rate": 2.5224416517055656e-05, "loss": 0.3548, "step": 2810 }, { "epoch": 2.53, "learning_rate": 2.5314183123877917e-05, "loss": 0.3111, "step": 2820 }, { "epoch": 2.54, "learning_rate": 2.5403949730700182e-05, "loss": 0.2813, "step": 2830 }, { "epoch": 2.55, "learning_rate": 2.5493716337522443e-05, "loss": 0.2877, "step": 2840 }, { "epoch": 2.56, "learning_rate": 2.5583482944344704e-05, "loss": 0.3169, "step": 2850 }, { "epoch": 2.57, "learning_rate": 2.5673249551166965e-05, "loss": 0.2842, "step": 2860 }, { "epoch": 2.57, "learning_rate": 2.5763016157989227e-05, "loss": 0.3174, "step": 2870 }, { "epoch": 2.58, "learning_rate": 2.585278276481149e-05, "loss": 0.3094, "step": 2880 }, { "epoch": 2.59, "learning_rate": 2.5942549371633752e-05, "loss": 0.3405, "step": 2890 }, { "epoch": 2.6, "learning_rate": 2.6032315978456017e-05, "loss": 0.3013, "step": 2900 }, { "epoch": 2.61, "learning_rate": 2.6122082585278278e-05, "loss": 0.322, "step": 2910 }, { "epoch": 2.62, "learning_rate": 2.621184919210054e-05, "loss": 0.2959, "step": 2920 }, { "epoch": 2.63, "learning_rate": 2.63016157989228e-05, "loss": 0.3343, "step": 2930 }, { "epoch": 2.64, "learning_rate": 2.6391382405745062e-05, "loss": 0.3079, "step": 2940 }, { "epoch": 2.65, "learning_rate": 2.6481149012567323e-05, "loss": 0.2994, "step": 2950 }, { "epoch": 2.66, "learning_rate": 2.6570915619389584e-05, "loss": 0.3091, "step": 2960 }, { "epoch": 2.66, "learning_rate": 2.6660682226211852e-05, "loss": 0.3317, "step": 2970 }, { "epoch": 2.67, "learning_rate": 2.6750448833034114e-05, "loss": 0.2687, "step": 2980 }, { "epoch": 2.68, "learning_rate": 2.6840215439856375e-05, "loss": 0.2859, "step": 2990 }, { "epoch": 2.69, "learning_rate": 2.6929982046678636e-05, "loss": 0.2997, "step": 3000 }, { "epoch": 2.7, "learning_rate": 2.7019748653500897e-05, "loss": 0.2603, "step": 3010 }, { "epoch": 2.71, "learning_rate": 2.710951526032316e-05, "loss": 0.3452, "step": 3020 }, { "epoch": 2.72, "learning_rate": 2.719928186714542e-05, "loss": 0.3475, "step": 3030 }, { "epoch": 2.73, "learning_rate": 2.7289048473967688e-05, "loss": 0.317, "step": 3040 }, { "epoch": 2.74, "learning_rate": 2.737881508078995e-05, "loss": 0.3266, "step": 3050 }, { "epoch": 2.75, "learning_rate": 2.746858168761221e-05, "loss": 0.291, "step": 3060 }, { "epoch": 2.75, "learning_rate": 2.755834829443447e-05, "loss": 0.3323, "step": 3070 }, { "epoch": 2.76, "learning_rate": 2.7648114901256732e-05, "loss": 0.32, "step": 3080 }, { "epoch": 2.77, "learning_rate": 2.7737881508078994e-05, "loss": 0.2792, "step": 3090 }, { "epoch": 2.78, "learning_rate": 2.7827648114901255e-05, "loss": 0.2858, "step": 3100 }, { "epoch": 2.79, "learning_rate": 2.7917414721723523e-05, "loss": 0.2447, "step": 3110 }, { "epoch": 2.8, "learning_rate": 2.8007181328545784e-05, "loss": 0.3039, "step": 3120 }, { "epoch": 2.81, "learning_rate": 2.8096947935368045e-05, "loss": 0.323, "step": 3130 }, { "epoch": 2.82, "learning_rate": 2.8186714542190307e-05, "loss": 0.3041, "step": 3140 }, { "epoch": 2.83, "learning_rate": 2.8276481149012568e-05, "loss": 0.2496, "step": 3150 }, { "epoch": 2.83, "learning_rate": 2.836624775583483e-05, "loss": 0.3205, "step": 3160 }, { "epoch": 2.84, "learning_rate": 2.845601436265709e-05, "loss": 0.3079, "step": 3170 }, { "epoch": 2.85, "learning_rate": 2.8545780969479358e-05, "loss": 0.3112, "step": 3180 }, { "epoch": 2.86, "learning_rate": 2.863554757630162e-05, "loss": 0.2674, "step": 3190 }, { "epoch": 2.87, "learning_rate": 2.872531418312388e-05, "loss": 0.3094, "step": 3200 }, { "epoch": 2.88, "learning_rate": 2.8815080789946142e-05, "loss": 0.2895, "step": 3210 }, { "epoch": 2.89, "learning_rate": 2.8904847396768403e-05, "loss": 0.3456, "step": 3220 }, { "epoch": 2.9, "learning_rate": 2.8994614003590664e-05, "loss": 0.2602, "step": 3230 }, { "epoch": 2.91, "learning_rate": 2.9084380610412926e-05, "loss": 0.3198, "step": 3240 }, { "epoch": 2.92, "learning_rate": 2.9174147217235194e-05, "loss": 0.3463, "step": 3250 }, { "epoch": 2.92, "learning_rate": 2.9263913824057455e-05, "loss": 0.3456, "step": 3260 }, { "epoch": 2.93, "learning_rate": 2.9353680430879716e-05, "loss": 0.2803, "step": 3270 }, { "epoch": 2.94, "learning_rate": 2.9443447037701977e-05, "loss": 0.302, "step": 3280 }, { "epoch": 2.95, "learning_rate": 2.953321364452424e-05, "loss": 0.2851, "step": 3290 }, { "epoch": 2.96, "learning_rate": 2.96229802513465e-05, "loss": 0.2752, "step": 3300 }, { "epoch": 2.97, "learning_rate": 2.971274685816876e-05, "loss": 0.2655, "step": 3310 }, { "epoch": 2.98, "learning_rate": 2.9802513464991022e-05, "loss": 0.2716, "step": 3320 }, { "epoch": 2.99, "learning_rate": 2.989228007181329e-05, "loss": 0.2591, "step": 3330 }, { "epoch": 3.0, "learning_rate": 2.998204667863555e-05, "loss": 0.2794, "step": 3340 }, { "epoch": 3.0, "eval_accuracy": { "accuracy": 0.9377663153173357 }, "eval_f1": { "f1": 0.9340905709341878 }, "eval_loss": 0.18664708733558655, "eval_precision": { "precision": 0.9374045110718889 }, "eval_recall": { "recall": 0.9314497447723507 }, "eval_runtime": 164.7744, "eval_samples_per_second": 108.245, "eval_steps_per_second": 6.767, "step": 3344 }, { "epoch": 3.01, "learning_rate": 3.0071813285457812e-05, "loss": 0.3214, "step": 3350 }, { "epoch": 3.01, "learning_rate": 3.0161579892280074e-05, "loss": 0.3234, "step": 3360 }, { "epoch": 3.02, "learning_rate": 3.0251346499102335e-05, "loss": 0.2471, "step": 3370 }, { "epoch": 3.03, "learning_rate": 3.0341113105924596e-05, "loss": 0.2891, "step": 3380 }, { "epoch": 3.04, "learning_rate": 3.0430879712746857e-05, "loss": 0.2794, "step": 3390 }, { "epoch": 3.05, "learning_rate": 3.0520646319569125e-05, "loss": 0.2889, "step": 3400 }, { "epoch": 3.06, "learning_rate": 3.061041292639138e-05, "loss": 0.3119, "step": 3410 }, { "epoch": 3.07, "learning_rate": 3.070017953321365e-05, "loss": 0.2721, "step": 3420 }, { "epoch": 3.08, "learning_rate": 3.0789946140035906e-05, "loss": 0.319, "step": 3430 }, { "epoch": 3.09, "learning_rate": 3.087971274685817e-05, "loss": 0.2623, "step": 3440 }, { "epoch": 3.09, "learning_rate": 3.096947935368043e-05, "loss": 0.2689, "step": 3450 }, { "epoch": 3.1, "learning_rate": 3.105924596050269e-05, "loss": 0.2319, "step": 3460 }, { "epoch": 3.11, "learning_rate": 3.114901256732496e-05, "loss": 0.2781, "step": 3470 }, { "epoch": 3.12, "learning_rate": 3.123877917414722e-05, "loss": 0.3058, "step": 3480 }, { "epoch": 3.13, "learning_rate": 3.132854578096948e-05, "loss": 0.2508, "step": 3490 }, { "epoch": 3.14, "learning_rate": 3.1418312387791744e-05, "loss": 0.2737, "step": 3500 }, { "epoch": 3.15, "learning_rate": 3.1508078994614e-05, "loss": 0.2592, "step": 3510 }, { "epoch": 3.16, "learning_rate": 3.159784560143627e-05, "loss": 0.2965, "step": 3520 }, { "epoch": 3.17, "learning_rate": 3.1687612208258525e-05, "loss": 0.2821, "step": 3530 }, { "epoch": 3.18, "learning_rate": 3.1777378815080796e-05, "loss": 0.2622, "step": 3540 }, { "epoch": 3.18, "learning_rate": 3.1867145421903054e-05, "loss": 0.3081, "step": 3550 }, { "epoch": 3.19, "learning_rate": 3.195691202872532e-05, "loss": 0.3187, "step": 3560 }, { "epoch": 3.2, "learning_rate": 3.2046678635547576e-05, "loss": 0.2525, "step": 3570 }, { "epoch": 3.21, "learning_rate": 3.213644524236984e-05, "loss": 0.2896, "step": 3580 }, { "epoch": 3.22, "learning_rate": 3.22262118491921e-05, "loss": 0.2649, "step": 3590 }, { "epoch": 3.23, "learning_rate": 3.231597845601436e-05, "loss": 0.3238, "step": 3600 }, { "epoch": 3.24, "learning_rate": 3.240574506283663e-05, "loss": 0.298, "step": 3610 }, { "epoch": 3.25, "learning_rate": 3.249551166965889e-05, "loss": 0.3019, "step": 3620 }, { "epoch": 3.26, "learning_rate": 3.258527827648115e-05, "loss": 0.2835, "step": 3630 }, { "epoch": 3.27, "learning_rate": 3.2675044883303415e-05, "loss": 0.2717, "step": 3640 }, { "epoch": 3.27, "learning_rate": 3.276481149012567e-05, "loss": 0.2582, "step": 3650 }, { "epoch": 3.28, "learning_rate": 3.285457809694794e-05, "loss": 0.2473, "step": 3660 }, { "epoch": 3.29, "learning_rate": 3.2944344703770195e-05, "loss": 0.3248, "step": 3670 }, { "epoch": 3.3, "learning_rate": 3.3034111310592466e-05, "loss": 0.2731, "step": 3680 }, { "epoch": 3.31, "learning_rate": 3.3123877917414724e-05, "loss": 0.2927, "step": 3690 }, { "epoch": 3.32, "learning_rate": 3.321364452423699e-05, "loss": 0.2665, "step": 3700 }, { "epoch": 3.33, "learning_rate": 3.330341113105925e-05, "loss": 0.2269, "step": 3710 }, { "epoch": 3.34, "learning_rate": 3.339317773788151e-05, "loss": 0.279, "step": 3720 }, { "epoch": 3.35, "learning_rate": 3.348294434470377e-05, "loss": 0.2727, "step": 3730 }, { "epoch": 3.36, "learning_rate": 3.3572710951526034e-05, "loss": 0.2918, "step": 3740 }, { "epoch": 3.36, "learning_rate": 3.36624775583483e-05, "loss": 0.2857, "step": 3750 }, { "epoch": 3.37, "learning_rate": 3.375224416517056e-05, "loss": 0.2641, "step": 3760 }, { "epoch": 3.38, "learning_rate": 3.384201077199282e-05, "loss": 0.2134, "step": 3770 }, { "epoch": 3.39, "learning_rate": 3.3931777378815085e-05, "loss": 0.2589, "step": 3780 }, { "epoch": 3.4, "learning_rate": 3.402154398563734e-05, "loss": 0.2597, "step": 3790 }, { "epoch": 3.41, "learning_rate": 3.411131059245961e-05, "loss": 0.2538, "step": 3800 }, { "epoch": 3.42, "learning_rate": 3.4201077199281866e-05, "loss": 0.271, "step": 3810 }, { "epoch": 3.43, "learning_rate": 3.429084380610413e-05, "loss": 0.2326, "step": 3820 }, { "epoch": 3.44, "learning_rate": 3.4380610412926395e-05, "loss": 0.26, "step": 3830 }, { "epoch": 3.44, "learning_rate": 3.447037701974866e-05, "loss": 0.2703, "step": 3840 }, { "epoch": 3.45, "learning_rate": 3.456014362657092e-05, "loss": 0.2996, "step": 3850 }, { "epoch": 3.46, "learning_rate": 3.464991023339318e-05, "loss": 0.2231, "step": 3860 }, { "epoch": 3.47, "learning_rate": 3.473967684021544e-05, "loss": 0.287, "step": 3870 }, { "epoch": 3.48, "learning_rate": 3.4829443447037704e-05, "loss": 0.2877, "step": 3880 }, { "epoch": 3.49, "learning_rate": 3.491921005385996e-05, "loss": 0.2941, "step": 3890 }, { "epoch": 3.5, "learning_rate": 3.500897666068223e-05, "loss": 0.283, "step": 3900 }, { "epoch": 3.51, "learning_rate": 3.509874326750449e-05, "loss": 0.2899, "step": 3910 }, { "epoch": 3.52, "learning_rate": 3.5188509874326756e-05, "loss": 0.2669, "step": 3920 }, { "epoch": 3.53, "learning_rate": 3.5278276481149014e-05, "loss": 0.2673, "step": 3930 }, { "epoch": 3.53, "learning_rate": 3.536804308797128e-05, "loss": 0.2427, "step": 3940 }, { "epoch": 3.54, "learning_rate": 3.5457809694793536e-05, "loss": 0.3008, "step": 3950 }, { "epoch": 3.55, "learning_rate": 3.55475763016158e-05, "loss": 0.2333, "step": 3960 }, { "epoch": 3.56, "learning_rate": 3.5637342908438065e-05, "loss": 0.2415, "step": 3970 }, { "epoch": 3.57, "learning_rate": 3.572710951526032e-05, "loss": 0.2642, "step": 3980 }, { "epoch": 3.58, "learning_rate": 3.581687612208259e-05, "loss": 0.2814, "step": 3990 }, { "epoch": 3.59, "learning_rate": 3.5906642728904846e-05, "loss": 0.2607, "step": 4000 }, { "epoch": 3.6, "learning_rate": 3.599640933572711e-05, "loss": 0.2062, "step": 4010 }, { "epoch": 3.61, "learning_rate": 3.6086175942549375e-05, "loss": 0.2388, "step": 4020 }, { "epoch": 3.62, "learning_rate": 3.617594254937163e-05, "loss": 0.2364, "step": 4030 }, { "epoch": 3.62, "learning_rate": 3.62657091561939e-05, "loss": 0.2803, "step": 4040 }, { "epoch": 3.63, "learning_rate": 3.635547576301616e-05, "loss": 0.236, "step": 4050 }, { "epoch": 3.64, "learning_rate": 3.644524236983842e-05, "loss": 0.2795, "step": 4060 }, { "epoch": 3.65, "learning_rate": 3.6535008976660684e-05, "loss": 0.2728, "step": 4070 }, { "epoch": 3.66, "learning_rate": 3.662477558348294e-05, "loss": 0.2897, "step": 4080 }, { "epoch": 3.67, "learning_rate": 3.671454219030521e-05, "loss": 0.257, "step": 4090 }, { "epoch": 3.68, "learning_rate": 3.6804308797127465e-05, "loss": 0.2913, "step": 4100 }, { "epoch": 3.69, "learning_rate": 3.6894075403949736e-05, "loss": 0.212, "step": 4110 }, { "epoch": 3.7, "learning_rate": 3.6983842010771994e-05, "loss": 0.2672, "step": 4120 }, { "epoch": 3.7, "learning_rate": 3.707360861759426e-05, "loss": 0.2852, "step": 4130 }, { "epoch": 3.71, "learning_rate": 3.7163375224416516e-05, "loss": 0.2238, "step": 4140 }, { "epoch": 3.72, "learning_rate": 3.725314183123878e-05, "loss": 0.2344, "step": 4150 }, { "epoch": 3.73, "learning_rate": 3.734290843806104e-05, "loss": 0.2695, "step": 4160 }, { "epoch": 3.74, "learning_rate": 3.74326750448833e-05, "loss": 0.2729, "step": 4170 }, { "epoch": 3.75, "learning_rate": 3.752244165170557e-05, "loss": 0.2692, "step": 4180 }, { "epoch": 3.76, "learning_rate": 3.761220825852783e-05, "loss": 0.2845, "step": 4190 }, { "epoch": 3.77, "learning_rate": 3.770197486535009e-05, "loss": 0.244, "step": 4200 }, { "epoch": 3.78, "learning_rate": 3.7791741472172355e-05, "loss": 0.2621, "step": 4210 }, { "epoch": 3.79, "learning_rate": 3.788150807899461e-05, "loss": 0.2581, "step": 4220 }, { "epoch": 3.79, "learning_rate": 3.797127468581688e-05, "loss": 0.2201, "step": 4230 }, { "epoch": 3.8, "learning_rate": 3.8061041292639135e-05, "loss": 0.2731, "step": 4240 }, { "epoch": 3.81, "learning_rate": 3.815080789946141e-05, "loss": 0.3085, "step": 4250 }, { "epoch": 3.82, "learning_rate": 3.8240574506283664e-05, "loss": 0.2729, "step": 4260 }, { "epoch": 3.83, "learning_rate": 3.833034111310593e-05, "loss": 0.2282, "step": 4270 }, { "epoch": 3.84, "learning_rate": 3.842010771992819e-05, "loss": 0.1955, "step": 4280 }, { "epoch": 3.85, "learning_rate": 3.850987432675045e-05, "loss": 0.2213, "step": 4290 }, { "epoch": 3.86, "learning_rate": 3.859964093357271e-05, "loss": 0.2719, "step": 4300 }, { "epoch": 3.87, "learning_rate": 3.8689407540394974e-05, "loss": 0.2045, "step": 4310 }, { "epoch": 3.88, "learning_rate": 3.877917414721723e-05, "loss": 0.2468, "step": 4320 }, { "epoch": 3.88, "learning_rate": 3.88689407540395e-05, "loss": 0.259, "step": 4330 }, { "epoch": 3.89, "learning_rate": 3.895870736086176e-05, "loss": 0.2462, "step": 4340 }, { "epoch": 3.9, "learning_rate": 3.9048473967684026e-05, "loss": 0.2278, "step": 4350 }, { "epoch": 3.91, "learning_rate": 3.9138240574506283e-05, "loss": 0.2701, "step": 4360 }, { "epoch": 3.92, "learning_rate": 3.922800718132855e-05, "loss": 0.269, "step": 4370 }, { "epoch": 3.93, "learning_rate": 3.9317773788150806e-05, "loss": 0.2938, "step": 4380 }, { "epoch": 3.94, "learning_rate": 3.940754039497307e-05, "loss": 0.2669, "step": 4390 }, { "epoch": 3.95, "learning_rate": 3.9497307001795335e-05, "loss": 0.2557, "step": 4400 }, { "epoch": 3.96, "learning_rate": 3.95870736086176e-05, "loss": 0.2629, "step": 4410 }, { "epoch": 3.97, "learning_rate": 3.967684021543986e-05, "loss": 0.2168, "step": 4420 }, { "epoch": 3.97, "learning_rate": 3.976660682226212e-05, "loss": 0.2734, "step": 4430 }, { "epoch": 3.98, "learning_rate": 3.985637342908438e-05, "loss": 0.2119, "step": 4440 }, { "epoch": 3.99, "learning_rate": 3.9946140035906645e-05, "loss": 0.2177, "step": 4450 }, { "epoch": 4.0, "eval_accuracy": { "accuracy": 0.9484189280107648 }, "eval_f1": { "f1": 0.9455383407746016 }, "eval_loss": 0.1543792188167572, "eval_precision": { "precision": 0.9499526075822722 }, "eval_recall": { "recall": 0.9425902511351058 }, "eval_runtime": 165.5499, "eval_samples_per_second": 107.738, "eval_steps_per_second": 6.735, "step": 4459 }, { "epoch": 4.0, "learning_rate": 4.00359066427289e-05, "loss": 0.252, "step": 4460 }, { "epoch": 4.01, "learning_rate": 4.0125673249551174e-05, "loss": 0.1988, "step": 4470 }, { "epoch": 4.02, "learning_rate": 4.021543985637343e-05, "loss": 0.2268, "step": 4480 }, { "epoch": 4.03, "learning_rate": 4.0305206463195696e-05, "loss": 0.2013, "step": 4490 }, { "epoch": 4.04, "learning_rate": 4.0394973070017954e-05, "loss": 0.2409, "step": 4500 }, { "epoch": 4.05, "learning_rate": 4.048473967684022e-05, "loss": 0.2122, "step": 4510 }, { "epoch": 4.05, "learning_rate": 4.0574506283662476e-05, "loss": 0.2246, "step": 4520 }, { "epoch": 4.06, "learning_rate": 4.066427289048474e-05, "loss": 0.251, "step": 4530 }, { "epoch": 4.07, "learning_rate": 4.0754039497307006e-05, "loss": 0.2115, "step": 4540 }, { "epoch": 4.08, "learning_rate": 4.084380610412927e-05, "loss": 0.2536, "step": 4550 }, { "epoch": 4.09, "learning_rate": 4.093357271095153e-05, "loss": 0.2526, "step": 4560 }, { "epoch": 4.1, "learning_rate": 4.102333931777379e-05, "loss": 0.2337, "step": 4570 }, { "epoch": 4.11, "learning_rate": 4.111310592459605e-05, "loss": 0.2455, "step": 4580 }, { "epoch": 4.12, "learning_rate": 4.1202872531418315e-05, "loss": 0.2178, "step": 4590 }, { "epoch": 4.13, "learning_rate": 4.129263913824057e-05, "loss": 0.2402, "step": 4600 }, { "epoch": 4.14, "learning_rate": 4.1382405745062844e-05, "loss": 0.2868, "step": 4610 }, { "epoch": 4.14, "learning_rate": 4.14721723518851e-05, "loss": 0.1957, "step": 4620 }, { "epoch": 4.15, "learning_rate": 4.156193895870737e-05, "loss": 0.2701, "step": 4630 }, { "epoch": 4.16, "learning_rate": 4.1651705565529625e-05, "loss": 0.2711, "step": 4640 }, { "epoch": 4.17, "learning_rate": 4.174147217235189e-05, "loss": 0.2992, "step": 4650 }, { "epoch": 4.18, "learning_rate": 4.183123877917415e-05, "loss": 0.2284, "step": 4660 }, { "epoch": 4.19, "learning_rate": 4.192100538599641e-05, "loss": 0.2522, "step": 4670 }, { "epoch": 4.2, "learning_rate": 4.2010771992818676e-05, "loss": 0.2039, "step": 4680 }, { "epoch": 4.21, "learning_rate": 4.2100538599640934e-05, "loss": 0.2517, "step": 4690 }, { "epoch": 4.22, "learning_rate": 4.21903052064632e-05, "loss": 0.2475, "step": 4700 }, { "epoch": 4.23, "learning_rate": 4.228007181328546e-05, "loss": 0.2224, "step": 4710 }, { "epoch": 4.23, "learning_rate": 4.236983842010772e-05, "loss": 0.2761, "step": 4720 }, { "epoch": 4.24, "learning_rate": 4.2459605026929986e-05, "loss": 0.2125, "step": 4730 }, { "epoch": 4.25, "learning_rate": 4.2549371633752244e-05, "loss": 0.2067, "step": 4740 }, { "epoch": 4.26, "learning_rate": 4.263913824057451e-05, "loss": 0.2237, "step": 4750 }, { "epoch": 4.27, "learning_rate": 4.272890484739677e-05, "loss": 0.2223, "step": 4760 }, { "epoch": 4.28, "learning_rate": 4.281867145421903e-05, "loss": 0.1756, "step": 4770 }, { "epoch": 4.29, "learning_rate": 4.2908438061041295e-05, "loss": 0.2134, "step": 4780 }, { "epoch": 4.3, "learning_rate": 4.299820466786356e-05, "loss": 0.2791, "step": 4790 }, { "epoch": 4.31, "learning_rate": 4.308797127468582e-05, "loss": 0.2446, "step": 4800 }, { "epoch": 4.31, "learning_rate": 4.317773788150808e-05, "loss": 0.2578, "step": 4810 }, { "epoch": 4.32, "learning_rate": 4.326750448833034e-05, "loss": 0.2233, "step": 4820 }, { "epoch": 4.33, "learning_rate": 4.3357271095152605e-05, "loss": 0.2427, "step": 4830 }, { "epoch": 4.34, "learning_rate": 4.344703770197487e-05, "loss": 0.2652, "step": 4840 }, { "epoch": 4.35, "learning_rate": 4.353680430879713e-05, "loss": 0.252, "step": 4850 }, { "epoch": 4.36, "learning_rate": 4.362657091561939e-05, "loss": 0.2174, "step": 4860 }, { "epoch": 4.37, "learning_rate": 4.371633752244165e-05, "loss": 0.2391, "step": 4870 }, { "epoch": 4.38, "learning_rate": 4.3806104129263914e-05, "loss": 0.2156, "step": 4880 }, { "epoch": 4.39, "learning_rate": 4.389587073608618e-05, "loss": 0.2291, "step": 4890 }, { "epoch": 4.4, "learning_rate": 4.398563734290844e-05, "loss": 0.2048, "step": 4900 }, { "epoch": 4.4, "learning_rate": 4.40754039497307e-05, "loss": 0.2036, "step": 4910 }, { "epoch": 4.41, "learning_rate": 4.4165170556552966e-05, "loss": 0.2258, "step": 4920 }, { "epoch": 4.42, "learning_rate": 4.4254937163375224e-05, "loss": 0.2229, "step": 4930 }, { "epoch": 4.43, "learning_rate": 4.434470377019749e-05, "loss": 0.2562, "step": 4940 }, { "epoch": 4.44, "learning_rate": 4.4434470377019746e-05, "loss": 0.2375, "step": 4950 }, { "epoch": 4.45, "learning_rate": 4.452423698384201e-05, "loss": 0.2262, "step": 4960 }, { "epoch": 4.46, "learning_rate": 4.4614003590664275e-05, "loss": 0.2465, "step": 4970 }, { "epoch": 4.47, "learning_rate": 4.470377019748654e-05, "loss": 0.2164, "step": 4980 }, { "epoch": 4.48, "learning_rate": 4.47935368043088e-05, "loss": 0.194, "step": 4990 }, { "epoch": 4.49, "learning_rate": 4.488330341113106e-05, "loss": 0.2824, "step": 5000 }, { "epoch": 4.49, "learning_rate": 4.497307001795332e-05, "loss": 0.2037, "step": 5010 }, { "epoch": 4.5, "learning_rate": 4.5062836624775585e-05, "loss": 0.2506, "step": 5020 }, { "epoch": 4.51, "learning_rate": 4.515260323159784e-05, "loss": 0.1948, "step": 5030 }, { "epoch": 4.52, "learning_rate": 4.5242369838420114e-05, "loss": 0.2214, "step": 5040 }, { "epoch": 4.53, "learning_rate": 4.533213644524237e-05, "loss": 0.247, "step": 5050 }, { "epoch": 4.54, "learning_rate": 4.5421903052064636e-05, "loss": 0.2344, "step": 5060 }, { "epoch": 4.55, "learning_rate": 4.5511669658886894e-05, "loss": 0.1798, "step": 5070 }, { "epoch": 4.56, "learning_rate": 4.560143626570916e-05, "loss": 0.1861, "step": 5080 }, { "epoch": 4.57, "learning_rate": 4.5691202872531417e-05, "loss": 0.3008, "step": 5090 }, { "epoch": 4.58, "learning_rate": 4.578096947935368e-05, "loss": 0.2465, "step": 5100 }, { "epoch": 4.58, "learning_rate": 4.5870736086175946e-05, "loss": 0.2362, "step": 5110 }, { "epoch": 4.59, "learning_rate": 4.596050269299821e-05, "loss": 0.2791, "step": 5120 }, { "epoch": 4.6, "learning_rate": 4.605026929982047e-05, "loss": 0.2231, "step": 5130 }, { "epoch": 4.61, "learning_rate": 4.614003590664273e-05, "loss": 0.2162, "step": 5140 }, { "epoch": 4.62, "learning_rate": 4.622980251346499e-05, "loss": 0.2517, "step": 5150 }, { "epoch": 4.63, "learning_rate": 4.6319569120287255e-05, "loss": 0.238, "step": 5160 }, { "epoch": 4.64, "learning_rate": 4.640933572710951e-05, "loss": 0.246, "step": 5170 }, { "epoch": 4.65, "learning_rate": 4.6499102333931784e-05, "loss": 0.2644, "step": 5180 }, { "epoch": 4.66, "learning_rate": 4.658886894075404e-05, "loss": 0.2377, "step": 5190 }, { "epoch": 4.66, "learning_rate": 4.667863554757631e-05, "loss": 0.2456, "step": 5200 }, { "epoch": 4.67, "learning_rate": 4.6768402154398565e-05, "loss": 0.2361, "step": 5210 }, { "epoch": 4.68, "learning_rate": 4.685816876122083e-05, "loss": 0.213, "step": 5220 }, { "epoch": 4.69, "learning_rate": 4.694793536804309e-05, "loss": 0.198, "step": 5230 }, { "epoch": 4.7, "learning_rate": 4.703770197486535e-05, "loss": 0.1916, "step": 5240 }, { "epoch": 4.71, "learning_rate": 4.7127468581687616e-05, "loss": 0.2777, "step": 5250 }, { "epoch": 4.72, "learning_rate": 4.721723518850988e-05, "loss": 0.223, "step": 5260 }, { "epoch": 4.73, "learning_rate": 4.730700179533214e-05, "loss": 0.2366, "step": 5270 }, { "epoch": 4.74, "learning_rate": 4.7396768402154403e-05, "loss": 0.2375, "step": 5280 }, { "epoch": 4.75, "learning_rate": 4.748653500897666e-05, "loss": 0.1849, "step": 5290 }, { "epoch": 4.75, "learning_rate": 4.7576301615798926e-05, "loss": 0.1591, "step": 5300 }, { "epoch": 4.76, "learning_rate": 4.7666068222621184e-05, "loss": 0.1891, "step": 5310 }, { "epoch": 4.77, "learning_rate": 4.775583482944345e-05, "loss": 0.2269, "step": 5320 }, { "epoch": 4.78, "learning_rate": 4.784560143626571e-05, "loss": 0.2275, "step": 5330 }, { "epoch": 4.79, "learning_rate": 4.793536804308798e-05, "loss": 0.1934, "step": 5340 }, { "epoch": 4.8, "learning_rate": 4.8025134649910235e-05, "loss": 0.1878, "step": 5350 }, { "epoch": 4.81, "learning_rate": 4.81149012567325e-05, "loss": 0.2362, "step": 5360 }, { "epoch": 4.82, "learning_rate": 4.820466786355476e-05, "loss": 0.1989, "step": 5370 }, { "epoch": 4.83, "learning_rate": 4.829443447037702e-05, "loss": 0.2118, "step": 5380 }, { "epoch": 4.84, "learning_rate": 4.838420107719928e-05, "loss": 0.2637, "step": 5390 }, { "epoch": 4.84, "learning_rate": 4.847396768402155e-05, "loss": 0.2251, "step": 5400 }, { "epoch": 4.85, "learning_rate": 4.856373429084381e-05, "loss": 0.2176, "step": 5410 }, { "epoch": 4.86, "learning_rate": 4.8653500897666074e-05, "loss": 0.2177, "step": 5420 }, { "epoch": 4.87, "learning_rate": 4.874326750448833e-05, "loss": 0.1898, "step": 5430 }, { "epoch": 4.88, "learning_rate": 4.8833034111310596e-05, "loss": 0.2589, "step": 5440 }, { "epoch": 4.89, "learning_rate": 4.8922800718132854e-05, "loss": 0.2425, "step": 5450 }, { "epoch": 4.9, "learning_rate": 4.901256732495512e-05, "loss": 0.2131, "step": 5460 }, { "epoch": 4.91, "learning_rate": 4.9102333931777383e-05, "loss": 0.2607, "step": 5470 }, { "epoch": 4.92, "learning_rate": 4.919210053859965e-05, "loss": 0.2929, "step": 5480 }, { "epoch": 4.92, "learning_rate": 4.9281867145421906e-05, "loss": 0.207, "step": 5490 }, { "epoch": 4.93, "learning_rate": 4.937163375224417e-05, "loss": 0.3048, "step": 5500 }, { "epoch": 4.94, "learning_rate": 4.946140035906643e-05, "loss": 0.2231, "step": 5510 }, { "epoch": 4.95, "learning_rate": 4.955116696588869e-05, "loss": 0.1971, "step": 5520 }, { "epoch": 4.96, "learning_rate": 4.964093357271095e-05, "loss": 0.2188, "step": 5530 }, { "epoch": 4.97, "learning_rate": 4.9730700179533215e-05, "loss": 0.162, "step": 5540 }, { "epoch": 4.98, "learning_rate": 4.982046678635548e-05, "loss": 0.1836, "step": 5550 }, { "epoch": 4.99, "learning_rate": 4.991023339317774e-05, "loss": 0.2438, "step": 5560 }, { "epoch": 5.0, "learning_rate": 5e-05, "loss": 0.2397, "step": 5570 }, { "epoch": 5.0, "eval_accuracy": { "accuracy": 0.9569410181655079 }, "eval_f1": { "f1": 0.9546849040800426 }, "eval_loss": 0.1309136003255844, "eval_precision": { "precision": 0.9547567778919024 }, "eval_recall": { "recall": 0.9546610577932907 }, "eval_runtime": 167.576, "eval_samples_per_second": 106.435, "eval_steps_per_second": 6.654, "step": 5573 }, { "epoch": 5.01, "learning_rate": 4.999002593257531e-05, "loss": 0.2249, "step": 5580 }, { "epoch": 5.01, "learning_rate": 4.9980051865150615e-05, "loss": 0.1737, "step": 5590 }, { "epoch": 5.02, "learning_rate": 4.9970077797725914e-05, "loss": 0.2734, "step": 5600 }, { "epoch": 5.03, "learning_rate": 4.9960103730301214e-05, "loss": 0.1877, "step": 5610 }, { "epoch": 5.04, "learning_rate": 4.995012966287652e-05, "loss": 0.2064, "step": 5620 }, { "epoch": 5.05, "learning_rate": 4.9940155595451826e-05, "loss": 0.212, "step": 5630 }, { "epoch": 5.06, "learning_rate": 4.993018152802713e-05, "loss": 0.2638, "step": 5640 }, { "epoch": 5.07, "learning_rate": 4.992020746060244e-05, "loss": 0.1938, "step": 5650 }, { "epoch": 5.08, "learning_rate": 4.991023339317774e-05, "loss": 0.2429, "step": 5660 }, { "epoch": 5.09, "learning_rate": 4.9900259325753044e-05, "loss": 0.1997, "step": 5670 }, { "epoch": 5.1, "learning_rate": 4.989028525832835e-05, "loss": 0.2135, "step": 5680 }, { "epoch": 5.1, "learning_rate": 4.988031119090365e-05, "loss": 0.21, "step": 5690 }, { "epoch": 5.11, "learning_rate": 4.9870337123478956e-05, "loss": 0.2215, "step": 5700 }, { "epoch": 5.12, "learning_rate": 4.986036305605426e-05, "loss": 0.2174, "step": 5710 }, { "epoch": 5.13, "learning_rate": 4.985038898862957e-05, "loss": 0.2388, "step": 5720 }, { "epoch": 5.14, "learning_rate": 4.984041492120487e-05, "loss": 0.2582, "step": 5730 }, { "epoch": 5.15, "learning_rate": 4.9830440853780174e-05, "loss": 0.2308, "step": 5740 }, { "epoch": 5.16, "learning_rate": 4.982046678635548e-05, "loss": 0.1901, "step": 5750 }, { "epoch": 5.17, "learning_rate": 4.9810492718930786e-05, "loss": 0.2505, "step": 5760 }, { "epoch": 5.18, "learning_rate": 4.9800518651506086e-05, "loss": 0.2509, "step": 5770 }, { "epoch": 5.19, "learning_rate": 4.979054458408139e-05, "loss": 0.2239, "step": 5780 }, { "epoch": 5.19, "learning_rate": 4.978057051665669e-05, "loss": 0.2571, "step": 5790 }, { "epoch": 5.2, "learning_rate": 4.9770596449232e-05, "loss": 0.1274, "step": 5800 }, { "epoch": 5.21, "learning_rate": 4.9760622381807304e-05, "loss": 0.2257, "step": 5810 }, { "epoch": 5.22, "learning_rate": 4.975064831438261e-05, "loss": 0.2121, "step": 5820 }, { "epoch": 5.23, "learning_rate": 4.9740674246957916e-05, "loss": 0.1896, "step": 5830 }, { "epoch": 5.24, "learning_rate": 4.9730700179533215e-05, "loss": 0.2152, "step": 5840 }, { "epoch": 5.25, "learning_rate": 4.9720726112108515e-05, "loss": 0.1937, "step": 5850 }, { "epoch": 5.26, "learning_rate": 4.971075204468382e-05, "loss": 0.2338, "step": 5860 }, { "epoch": 5.27, "learning_rate": 4.970077797725913e-05, "loss": 0.2454, "step": 5870 }, { "epoch": 5.27, "learning_rate": 4.969080390983443e-05, "loss": 0.1679, "step": 5880 }, { "epoch": 5.28, "learning_rate": 4.968082984240974e-05, "loss": 0.193, "step": 5890 }, { "epoch": 5.29, "learning_rate": 4.967085577498504e-05, "loss": 0.2113, "step": 5900 }, { "epoch": 5.3, "learning_rate": 4.9660881707560345e-05, "loss": 0.1883, "step": 5910 }, { "epoch": 5.31, "learning_rate": 4.965090764013565e-05, "loss": 0.183, "step": 5920 }, { "epoch": 5.32, "learning_rate": 4.964093357271095e-05, "loss": 0.2287, "step": 5930 }, { "epoch": 5.33, "learning_rate": 4.963095950528626e-05, "loss": 0.2309, "step": 5940 }, { "epoch": 5.34, "learning_rate": 4.962098543786156e-05, "loss": 0.2073, "step": 5950 }, { "epoch": 5.35, "learning_rate": 4.961101137043687e-05, "loss": 0.2087, "step": 5960 }, { "epoch": 5.36, "learning_rate": 4.960103730301217e-05, "loss": 0.2179, "step": 5970 }, { "epoch": 5.36, "learning_rate": 4.9591063235587475e-05, "loss": 0.2001, "step": 5980 }, { "epoch": 5.37, "learning_rate": 4.958108916816278e-05, "loss": 0.2161, "step": 5990 }, { "epoch": 5.38, "learning_rate": 4.957111510073809e-05, "loss": 0.2445, "step": 6000 }, { "epoch": 5.39, "learning_rate": 4.956114103331339e-05, "loss": 0.2337, "step": 6010 }, { "epoch": 5.4, "learning_rate": 4.955116696588869e-05, "loss": 0.1831, "step": 6020 }, { "epoch": 5.41, "learning_rate": 4.954119289846399e-05, "loss": 0.301, "step": 6030 }, { "epoch": 5.42, "learning_rate": 4.95312188310393e-05, "loss": 0.192, "step": 6040 }, { "epoch": 5.43, "learning_rate": 4.9521244763614605e-05, "loss": 0.2202, "step": 6050 }, { "epoch": 5.44, "learning_rate": 4.951127069618991e-05, "loss": 0.232, "step": 6060 }, { "epoch": 5.45, "learning_rate": 4.950129662876522e-05, "loss": 0.164, "step": 6070 }, { "epoch": 5.45, "learning_rate": 4.9491322561340517e-05, "loss": 0.2432, "step": 6080 }, { "epoch": 5.46, "learning_rate": 4.9481348493915816e-05, "loss": 0.19, "step": 6090 }, { "epoch": 5.47, "learning_rate": 4.947137442649112e-05, "loss": 0.2468, "step": 6100 }, { "epoch": 5.48, "learning_rate": 4.946140035906643e-05, "loss": 0.1988, "step": 6110 }, { "epoch": 5.49, "learning_rate": 4.9451426291641735e-05, "loss": 0.2083, "step": 6120 }, { "epoch": 5.5, "learning_rate": 4.944145222421704e-05, "loss": 0.2199, "step": 6130 }, { "epoch": 5.51, "learning_rate": 4.943147815679234e-05, "loss": 0.1719, "step": 6140 }, { "epoch": 5.52, "learning_rate": 4.9421504089367646e-05, "loss": 0.1669, "step": 6150 }, { "epoch": 5.53, "learning_rate": 4.941153002194295e-05, "loss": 0.175, "step": 6160 }, { "epoch": 5.53, "learning_rate": 4.940155595451825e-05, "loss": 0.2303, "step": 6170 }, { "epoch": 5.54, "learning_rate": 4.939158188709356e-05, "loss": 0.2172, "step": 6180 }, { "epoch": 5.55, "learning_rate": 4.9381607819668864e-05, "loss": 0.2635, "step": 6190 }, { "epoch": 5.56, "learning_rate": 4.937163375224417e-05, "loss": 0.2025, "step": 6200 }, { "epoch": 5.57, "learning_rate": 4.936165968481947e-05, "loss": 0.1979, "step": 6210 }, { "epoch": 5.58, "learning_rate": 4.9351685617394776e-05, "loss": 0.1951, "step": 6220 }, { "epoch": 5.59, "learning_rate": 4.934171154997008e-05, "loss": 0.2498, "step": 6230 }, { "epoch": 5.6, "learning_rate": 4.933173748254539e-05, "loss": 0.2093, "step": 6240 }, { "epoch": 5.61, "learning_rate": 4.932176341512069e-05, "loss": 0.1748, "step": 6250 }, { "epoch": 5.62, "learning_rate": 4.9311789347695994e-05, "loss": 0.2571, "step": 6260 }, { "epoch": 5.62, "learning_rate": 4.9301815280271294e-05, "loss": 0.2197, "step": 6270 }, { "epoch": 5.63, "learning_rate": 4.92918412128466e-05, "loss": 0.1996, "step": 6280 }, { "epoch": 5.64, "learning_rate": 4.9281867145421906e-05, "loss": 0.2186, "step": 6290 }, { "epoch": 5.65, "learning_rate": 4.927189307799721e-05, "loss": 0.1738, "step": 6300 }, { "epoch": 5.66, "learning_rate": 4.926191901057252e-05, "loss": 0.1859, "step": 6310 }, { "epoch": 5.67, "learning_rate": 4.925194494314782e-05, "loss": 0.2446, "step": 6320 }, { "epoch": 5.68, "learning_rate": 4.924197087572312e-05, "loss": 0.2152, "step": 6330 }, { "epoch": 5.69, "learning_rate": 4.923199680829842e-05, "loss": 0.223, "step": 6340 }, { "epoch": 5.7, "learning_rate": 4.922202274087373e-05, "loss": 0.1853, "step": 6350 }, { "epoch": 5.71, "learning_rate": 4.9212048673449036e-05, "loss": 0.234, "step": 6360 }, { "epoch": 5.71, "learning_rate": 4.920207460602434e-05, "loss": 0.2298, "step": 6370 }, { "epoch": 5.72, "learning_rate": 4.919210053859965e-05, "loss": 0.1678, "step": 6380 }, { "epoch": 5.73, "learning_rate": 4.918212647117495e-05, "loss": 0.1699, "step": 6390 }, { "epoch": 5.74, "learning_rate": 4.917215240375025e-05, "loss": 0.1771, "step": 6400 }, { "epoch": 5.75, "learning_rate": 4.916217833632555e-05, "loss": 0.2337, "step": 6410 }, { "epoch": 5.76, "learning_rate": 4.915220426890086e-05, "loss": 0.1939, "step": 6420 }, { "epoch": 5.77, "learning_rate": 4.9142230201476165e-05, "loss": 0.1873, "step": 6430 }, { "epoch": 5.78, "learning_rate": 4.913225613405147e-05, "loss": 0.1683, "step": 6440 }, { "epoch": 5.79, "learning_rate": 4.912228206662677e-05, "loss": 0.172, "step": 6450 }, { "epoch": 5.8, "learning_rate": 4.911230799920208e-05, "loss": 0.1677, "step": 6460 }, { "epoch": 5.8, "learning_rate": 4.9102333931777383e-05, "loss": 0.1719, "step": 6470 }, { "epoch": 5.81, "learning_rate": 4.909235986435268e-05, "loss": 0.2206, "step": 6480 }, { "epoch": 5.82, "learning_rate": 4.908238579692799e-05, "loss": 0.1676, "step": 6490 }, { "epoch": 5.83, "learning_rate": 4.9072411729503295e-05, "loss": 0.1745, "step": 6500 }, { "epoch": 5.84, "learning_rate": 4.9062437662078595e-05, "loss": 0.1726, "step": 6510 }, { "epoch": 5.85, "learning_rate": 4.90524635946539e-05, "loss": 0.2255, "step": 6520 }, { "epoch": 5.86, "learning_rate": 4.904248952722921e-05, "loss": 0.1863, "step": 6530 }, { "epoch": 5.87, "learning_rate": 4.903251545980451e-05, "loss": 0.1877, "step": 6540 }, { "epoch": 5.88, "learning_rate": 4.902254139237982e-05, "loss": 0.2408, "step": 6550 }, { "epoch": 5.88, "learning_rate": 4.901256732495512e-05, "loss": 0.2154, "step": 6560 }, { "epoch": 5.89, "learning_rate": 4.900259325753042e-05, "loss": 0.2148, "step": 6570 }, { "epoch": 5.9, "learning_rate": 4.8992619190105724e-05, "loss": 0.1817, "step": 6580 }, { "epoch": 5.91, "learning_rate": 4.898264512268103e-05, "loss": 0.1903, "step": 6590 }, { "epoch": 5.92, "learning_rate": 4.897267105525634e-05, "loss": 0.1833, "step": 6600 }, { "epoch": 5.93, "learning_rate": 4.896269698783164e-05, "loss": 0.1468, "step": 6610 }, { "epoch": 5.94, "learning_rate": 4.895272292040695e-05, "loss": 0.218, "step": 6620 }, { "epoch": 5.95, "learning_rate": 4.894274885298225e-05, "loss": 0.2471, "step": 6630 }, { "epoch": 5.96, "learning_rate": 4.893277478555755e-05, "loss": 0.1991, "step": 6640 }, { "epoch": 5.97, "learning_rate": 4.8922800718132854e-05, "loss": 0.1968, "step": 6650 }, { "epoch": 5.97, "learning_rate": 4.891282665070816e-05, "loss": 0.211, "step": 6660 }, { "epoch": 5.98, "learning_rate": 4.890285258328347e-05, "loss": 0.2056, "step": 6670 }, { "epoch": 5.99, "learning_rate": 4.889287851585877e-05, "loss": 0.2182, "step": 6680 }, { "epoch": 6.0, "eval_accuracy": { "accuracy": 0.9608656649472976 }, "eval_f1": { "f1": 0.9589839195373119 }, "eval_loss": 0.11435776203870773, "eval_precision": { "precision": 0.9596526757386292 }, "eval_recall": { "recall": 0.9584163562281022 }, "eval_runtime": 167.3669, "eval_samples_per_second": 106.568, "eval_steps_per_second": 6.662, "step": 6688 } ], "logging_steps": 10, "max_steps": 55700, "num_input_tokens_seen": 0, "num_train_epochs": 50, "save_steps": 500, "total_flos": 3.3170265813173207e+19, "train_batch_size": 16, "trial_name": null, "trial_params": null }