{ "best_metric": 0.2440667599439621, "best_model_checkpoint": "vit-base-patch16-224-in21k-crack-detectorVITmain50epochs\\checkpoint-2229", "epoch": 1.9995514689392242, "eval_steps": 500, "global_step": 2229, "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 } ], "logging_steps": 10, "max_steps": 55700, "num_input_tokens_seen": 0, "num_train_epochs": 50, "save_steps": 500, "total_flos": 1.1056755271057736e+19, "train_batch_size": 16, "trial_name": null, "trial_params": null }