diff --git "a/tmp-checkpoint-28983/trainer_state.json" "b/tmp-checkpoint-28983/trainer_state.json" new file mode 100644--- /dev/null +++ "b/tmp-checkpoint-28983/trainer_state.json" @@ -0,0 +1,17929 @@ +{ + "best_metric": 0.05940975993871689, + "best_model_checkpoint": "vit-base-patch16-224-in21k-crack-detectorVITmain50epochs\\checkpoint-23409", + "epoch": 25.999551468939224, + "eval_steps": 500, + "global_step": 28983, + "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": 1.3961, + "step": 10 + }, + { + "epoch": 0.02, + "learning_rate": 1.7953321364452426e-07, + "loss": 1.395, + "step": 20 + }, + { + "epoch": 0.03, + "learning_rate": 2.692998204667864e-07, + "loss": 1.3978, + "step": 30 + }, + { + "epoch": 0.04, + "learning_rate": 3.590664272890485e-07, + "loss": 1.3963, + "step": 40 + }, + { + "epoch": 0.04, + "learning_rate": 4.4883303411131064e-07, + "loss": 1.3907, + "step": 50 + }, + { + "epoch": 0.05, + "learning_rate": 5.385996409335728e-07, + "loss": 1.396, + "step": 60 + }, + { + "epoch": 0.06, + "learning_rate": 6.283662477558349e-07, + "loss": 1.3885, + "step": 70 + }, + { + "epoch": 0.07, + "learning_rate": 7.18132854578097e-07, + "loss": 1.387, + "step": 80 + }, + { + "epoch": 0.08, + "learning_rate": 8.078994614003591e-07, + "loss": 1.3894, + "step": 90 + }, + { + "epoch": 0.09, + "learning_rate": 8.976660682226213e-07, + "loss": 1.3806, + "step": 100 + }, + { + "epoch": 0.1, + "learning_rate": 9.874326750448833e-07, + "loss": 1.383, + "step": 110 + }, + { + "epoch": 0.11, + "learning_rate": 1.0771992818671456e-06, + "loss": 1.3764, + "step": 120 + }, + { + "epoch": 0.12, + "learning_rate": 1.1669658886894075e-06, + "loss": 1.3688, + "step": 130 + }, + { + "epoch": 0.13, + "learning_rate": 1.2567324955116697e-06, + "loss": 1.3708, + "step": 140 + }, + { + "epoch": 0.13, + "learning_rate": 1.3464991023339318e-06, + "loss": 1.366, + "step": 150 + }, + { + "epoch": 0.14, + "learning_rate": 1.436265709156194e-06, + "loss": 1.371, + "step": 160 + }, + { + "epoch": 0.15, + "learning_rate": 1.5260323159784561e-06, + "loss": 1.3558, + "step": 170 + }, + { + "epoch": 0.16, + "learning_rate": 1.6157989228007182e-06, + "loss": 1.3584, + "step": 180 + }, + { + "epoch": 0.17, + "learning_rate": 1.7055655296229805e-06, + "loss": 1.3409, + "step": 190 + }, + { + "epoch": 0.18, + "learning_rate": 1.7953321364452425e-06, + "loss": 1.346, + "step": 200 + }, + { + "epoch": 0.19, + "learning_rate": 1.8850987432675046e-06, + "loss": 1.3355, + "step": 210 + }, + { + "epoch": 0.2, + "learning_rate": 1.9748653500897667e-06, + "loss": 1.3323, + "step": 220 + }, + { + "epoch": 0.21, + "learning_rate": 2.064631956912029e-06, + "loss": 1.3231, + "step": 230 + }, + { + "epoch": 0.22, + "learning_rate": 2.1543985637342912e-06, + "loss": 1.3129, + "step": 240 + }, + { + "epoch": 0.22, + "learning_rate": 2.244165170556553e-06, + "loss": 1.3178, + "step": 250 + }, + { + "epoch": 0.23, + "learning_rate": 2.333931777378815e-06, + "loss": 1.2953, + "step": 260 + }, + { + "epoch": 0.24, + "learning_rate": 2.423698384201077e-06, + "loss": 1.2938, + "step": 270 + }, + { + "epoch": 0.25, + "learning_rate": 2.5134649910233395e-06, + "loss": 1.2849, + "step": 280 + }, + { + "epoch": 0.26, + "learning_rate": 2.6032315978456015e-06, + "loss": 1.2813, + "step": 290 + }, + { + "epoch": 0.27, + "learning_rate": 2.6929982046678636e-06, + "loss": 1.2811, + "step": 300 + }, + { + "epoch": 0.28, + "learning_rate": 2.7827648114901257e-06, + "loss": 1.2526, + "step": 310 + }, + { + "epoch": 0.29, + "learning_rate": 2.872531418312388e-06, + "loss": 1.2438, + "step": 320 + }, + { + "epoch": 0.3, + "learning_rate": 2.9622980251346502e-06, + "loss": 1.2145, + "step": 330 + }, + { + "epoch": 0.31, + "learning_rate": 3.0520646319569123e-06, + "loss": 1.2146, + "step": 340 + }, + { + "epoch": 0.31, + "learning_rate": 3.1418312387791743e-06, + "loss": 1.1883, + "step": 350 + }, + { + "epoch": 0.32, + "learning_rate": 3.2315978456014364e-06, + "loss": 1.1891, + "step": 360 + }, + { + "epoch": 0.33, + "learning_rate": 3.321364452423698e-06, + "loss": 1.1723, + "step": 370 + }, + { + "epoch": 0.34, + "learning_rate": 3.411131059245961e-06, + "loss": 1.1417, + "step": 380 + }, + { + "epoch": 0.35, + "learning_rate": 3.500897666068223e-06, + "loss": 1.1338, + "step": 390 + }, + { + "epoch": 0.36, + "learning_rate": 3.590664272890485e-06, + "loss": 1.1004, + "step": 400 + }, + { + "epoch": 0.37, + "learning_rate": 3.680430879712747e-06, + "loss": 1.0873, + "step": 410 + }, + { + "epoch": 0.38, + "learning_rate": 3.770197486535009e-06, + "loss": 1.0358, + "step": 420 + }, + { + "epoch": 0.39, + "learning_rate": 3.859964093357271e-06, + "loss": 1.0517, + "step": 430 + }, + { + "epoch": 0.39, + "learning_rate": 3.949730700179533e-06, + "loss": 1.0139, + "step": 440 + }, + { + "epoch": 0.4, + "learning_rate": 4.039497307001795e-06, + "loss": 1.0294, + "step": 450 + }, + { + "epoch": 0.41, + "learning_rate": 4.129263913824058e-06, + "loss": 1.0171, + "step": 460 + }, + { + "epoch": 0.42, + "learning_rate": 4.21903052064632e-06, + "loss": 0.9827, + "step": 470 + }, + { + "epoch": 0.43, + "learning_rate": 4.3087971274685824e-06, + "loss": 0.9382, + "step": 480 + }, + { + "epoch": 0.44, + "learning_rate": 4.3985637342908445e-06, + "loss": 0.9145, + "step": 490 + }, + { + "epoch": 0.45, + "learning_rate": 4.488330341113106e-06, + "loss": 0.9276, + "step": 500 + }, + { + "epoch": 0.46, + "learning_rate": 4.578096947935368e-06, + "loss": 0.8801, + "step": 510 + }, + { + "epoch": 0.47, + "learning_rate": 4.66786355475763e-06, + "loss": 0.8906, + "step": 520 + }, + { + "epoch": 0.48, + "learning_rate": 4.757630161579892e-06, + "loss": 0.9025, + "step": 530 + }, + { + "epoch": 0.48, + "learning_rate": 4.847396768402154e-06, + "loss": 0.8621, + "step": 540 + }, + { + "epoch": 0.49, + "learning_rate": 4.937163375224417e-06, + "loss": 0.8653, + "step": 550 + }, + { + "epoch": 0.5, + "learning_rate": 5.026929982046679e-06, + "loss": 0.8292, + "step": 560 + }, + { + "epoch": 0.51, + "learning_rate": 5.116696588868941e-06, + "loss": 0.8195, + "step": 570 + }, + { + "epoch": 0.52, + "learning_rate": 5.206463195691203e-06, + "loss": 0.8026, + "step": 580 + }, + { + "epoch": 0.53, + "learning_rate": 5.296229802513465e-06, + "loss": 0.841, + "step": 590 + }, + { + "epoch": 0.54, + "learning_rate": 5.385996409335727e-06, + "loss": 0.778, + "step": 600 + }, + { + "epoch": 0.55, + "learning_rate": 5.475763016157989e-06, + "loss": 0.7706, + "step": 610 + }, + { + "epoch": 0.56, + "learning_rate": 5.565529622980251e-06, + "loss": 0.733, + "step": 620 + }, + { + "epoch": 0.57, + "learning_rate": 5.655296229802514e-06, + "loss": 0.7437, + "step": 630 + }, + { + "epoch": 0.57, + "learning_rate": 5.745062836624776e-06, + "loss": 0.7644, + "step": 640 + }, + { + "epoch": 0.58, + "learning_rate": 5.834829443447038e-06, + "loss": 0.7125, + "step": 650 + }, + { + "epoch": 0.59, + "learning_rate": 5.9245960502693004e-06, + "loss": 0.7146, + "step": 660 + }, + { + "epoch": 0.6, + "learning_rate": 6.0143626570915625e-06, + "loss": 0.7201, + "step": 670 + }, + { + "epoch": 0.61, + "learning_rate": 6.1041292639138246e-06, + "loss": 0.6851, + "step": 680 + }, + { + "epoch": 0.62, + "learning_rate": 6.193895870736087e-06, + "loss": 0.6417, + "step": 690 + }, + { + "epoch": 0.63, + "learning_rate": 6.283662477558349e-06, + "loss": 0.6656, + "step": 700 + }, + { + "epoch": 0.64, + "learning_rate": 6.373429084380611e-06, + "loss": 0.6122, + "step": 710 + }, + { + "epoch": 0.65, + "learning_rate": 6.463195691202873e-06, + "loss": 0.6536, + "step": 720 + }, + { + "epoch": 0.65, + "learning_rate": 6.552962298025135e-06, + "loss": 0.6315, + "step": 730 + }, + { + "epoch": 0.66, + "learning_rate": 6.642728904847396e-06, + "loss": 0.6618, + "step": 740 + }, + { + "epoch": 0.67, + "learning_rate": 6.732495511669659e-06, + "loss": 0.6346, + "step": 750 + }, + { + "epoch": 0.68, + "learning_rate": 6.822262118491922e-06, + "loss": 0.6866, + "step": 760 + }, + { + "epoch": 0.69, + "learning_rate": 6.912028725314183e-06, + "loss": 0.6093, + "step": 770 + }, + { + "epoch": 0.7, + "learning_rate": 7.001795332136446e-06, + "loss": 0.6116, + "step": 780 + }, + { + "epoch": 0.71, + "learning_rate": 7.091561938958707e-06, + "loss": 0.602, + "step": 790 + }, + { + "epoch": 0.72, + "learning_rate": 7.18132854578097e-06, + "loss": 0.6266, + "step": 800 + }, + { + "epoch": 0.73, + "learning_rate": 7.271095152603231e-06, + "loss": 0.6082, + "step": 810 + }, + { + "epoch": 0.74, + "learning_rate": 7.360861759425494e-06, + "loss": 0.6194, + "step": 820 + }, + { + "epoch": 0.74, + "learning_rate": 7.4506283662477555e-06, + "loss": 0.6277, + "step": 830 + }, + { + "epoch": 0.75, + "learning_rate": 7.540394973070018e-06, + "loss": 0.609, + "step": 840 + }, + { + "epoch": 0.76, + "learning_rate": 7.630161579892281e-06, + "loss": 0.6252, + "step": 850 + }, + { + "epoch": 0.77, + "learning_rate": 7.719928186714543e-06, + "loss": 0.5813, + "step": 860 + }, + { + "epoch": 0.78, + "learning_rate": 7.809694793536805e-06, + "loss": 0.5799, + "step": 870 + }, + { + "epoch": 0.79, + "learning_rate": 7.899461400359067e-06, + "loss": 0.6398, + "step": 880 + }, + { + "epoch": 0.8, + "learning_rate": 7.98922800718133e-06, + "loss": 0.5549, + "step": 890 + }, + { + "epoch": 0.81, + "learning_rate": 8.07899461400359e-06, + "loss": 0.6023, + "step": 900 + }, + { + "epoch": 0.82, + "learning_rate": 8.168761220825854e-06, + "loss": 0.582, + "step": 910 + }, + { + "epoch": 0.83, + "learning_rate": 8.258527827648117e-06, + "loss": 0.544, + "step": 920 + }, + { + "epoch": 0.83, + "learning_rate": 8.348294434470378e-06, + "loss": 0.5912, + "step": 930 + }, + { + "epoch": 0.84, + "learning_rate": 8.43806104129264e-06, + "loss": 0.5461, + "step": 940 + }, + { + "epoch": 0.85, + "learning_rate": 8.527827648114902e-06, + "loss": 0.5238, + "step": 950 + }, + { + "epoch": 0.86, + "learning_rate": 8.617594254937165e-06, + "loss": 0.5558, + "step": 960 + }, + { + "epoch": 0.87, + "learning_rate": 8.707360861759426e-06, + "loss": 0.5371, + "step": 970 + }, + { + "epoch": 0.88, + "learning_rate": 8.797127468581689e-06, + "loss": 0.5529, + "step": 980 + }, + { + "epoch": 0.89, + "learning_rate": 8.88689407540395e-06, + "loss": 0.5691, + "step": 990 + }, + { + "epoch": 0.9, + "learning_rate": 8.976660682226211e-06, + "loss": 0.5567, + "step": 1000 + }, + { + "epoch": 0.91, + "learning_rate": 9.066427289048474e-06, + "loss": 0.5135, + "step": 1010 + }, + { + "epoch": 0.92, + "learning_rate": 9.156193895870736e-06, + "loss": 0.5099, + "step": 1020 + }, + { + "epoch": 0.92, + "learning_rate": 9.245960502692998e-06, + "loss": 0.5422, + "step": 1030 + }, + { + "epoch": 0.93, + "learning_rate": 9.33572710951526e-06, + "loss": 0.5106, + "step": 1040 + }, + { + "epoch": 0.94, + "learning_rate": 9.425493716337523e-06, + "loss": 0.4892, + "step": 1050 + }, + { + "epoch": 0.95, + "learning_rate": 9.515260323159784e-06, + "loss": 0.4541, + "step": 1060 + }, + { + "epoch": 0.96, + "learning_rate": 9.605026929982047e-06, + "loss": 0.4675, + "step": 1070 + }, + { + "epoch": 0.97, + "learning_rate": 9.694793536804308e-06, + "loss": 0.5123, + "step": 1080 + }, + { + "epoch": 0.98, + "learning_rate": 9.784560143626571e-06, + "loss": 0.5089, + "step": 1090 + }, + { + "epoch": 0.99, + "learning_rate": 9.874326750448834e-06, + "loss": 0.5233, + "step": 1100 + }, + { + "epoch": 1.0, + "learning_rate": 9.964093357271095e-06, + "loss": 0.5622, + "step": 1110 + }, + { + "epoch": 1.0, + "eval_accuracy": { + "accuracy": 0.8736263736263736 + }, + "eval_f1": { + "f1": 0.8653360894930927 + }, + "eval_loss": 0.4108576774597168, + "eval_precision": { + "precision": 0.8669392826942903 + }, + "eval_recall": { + "recall": 0.8641606609285752 + }, + "eval_runtime": 236.9507, + "eval_samples_per_second": 75.273, + "eval_steps_per_second": 4.706, + "step": 1114 + }, + { + "epoch": 1.0, + "learning_rate": 1.0053859964093358e-05, + "loss": 0.4957, + "step": 1120 + }, + { + "epoch": 1.01, + "learning_rate": 1.0143626570915619e-05, + "loss": 0.5729, + "step": 1130 + }, + { + "epoch": 1.02, + "learning_rate": 1.0233393177737882e-05, + "loss": 0.4884, + "step": 1140 + }, + { + "epoch": 1.03, + "learning_rate": 1.0323159784560143e-05, + "loss": 0.4744, + "step": 1150 + }, + { + "epoch": 1.04, + "learning_rate": 1.0412926391382406e-05, + "loss": 0.4683, + "step": 1160 + }, + { + "epoch": 1.05, + "learning_rate": 1.0502692998204669e-05, + "loss": 0.5, + "step": 1170 + }, + { + "epoch": 1.06, + "learning_rate": 1.059245960502693e-05, + "loss": 0.4649, + "step": 1180 + }, + { + "epoch": 1.07, + "learning_rate": 1.0682226211849193e-05, + "loss": 0.508, + "step": 1190 + }, + { + "epoch": 1.08, + "learning_rate": 1.0771992818671454e-05, + "loss": 0.4898, + "step": 1200 + }, + { + "epoch": 1.09, + "learning_rate": 1.0861759425493717e-05, + "loss": 0.4722, + "step": 1210 + }, + { + "epoch": 1.09, + "learning_rate": 1.0951526032315979e-05, + "loss": 0.4814, + "step": 1220 + }, + { + "epoch": 1.1, + "learning_rate": 1.1041292639138241e-05, + "loss": 0.4505, + "step": 1230 + }, + { + "epoch": 1.11, + "learning_rate": 1.1131059245960503e-05, + "loss": 0.4505, + "step": 1240 + }, + { + "epoch": 1.12, + "learning_rate": 1.1220825852782766e-05, + "loss": 0.4187, + "step": 1250 + }, + { + "epoch": 1.13, + "learning_rate": 1.1310592459605028e-05, + "loss": 0.4603, + "step": 1260 + }, + { + "epoch": 1.14, + "learning_rate": 1.140035906642729e-05, + "loss": 0.4721, + "step": 1270 + }, + { + "epoch": 1.15, + "learning_rate": 1.1490125673249553e-05, + "loss": 0.4368, + "step": 1280 + }, + { + "epoch": 1.16, + "learning_rate": 1.1579892280071814e-05, + "loss": 0.4722, + "step": 1290 + }, + { + "epoch": 1.17, + "learning_rate": 1.1669658886894077e-05, + "loss": 0.4718, + "step": 1300 + }, + { + "epoch": 1.18, + "learning_rate": 1.1759425493716338e-05, + "loss": 0.4899, + "step": 1310 + }, + { + "epoch": 1.18, + "learning_rate": 1.1849192100538601e-05, + "loss": 0.4758, + "step": 1320 + }, + { + "epoch": 1.19, + "learning_rate": 1.1938958707360862e-05, + "loss": 0.4523, + "step": 1330 + }, + { + "epoch": 1.2, + "learning_rate": 1.2028725314183125e-05, + "loss": 0.485, + "step": 1340 + }, + { + "epoch": 1.21, + "learning_rate": 1.2118491921005388e-05, + "loss": 0.4977, + "step": 1350 + }, + { + "epoch": 1.22, + "learning_rate": 1.2208258527827649e-05, + "loss": 0.4305, + "step": 1360 + }, + { + "epoch": 1.23, + "learning_rate": 1.2298025134649912e-05, + "loss": 0.4221, + "step": 1370 + }, + { + "epoch": 1.24, + "learning_rate": 1.2387791741472173e-05, + "loss": 0.4975, + "step": 1380 + }, + { + "epoch": 1.25, + "learning_rate": 1.2477558348294434e-05, + "loss": 0.4506, + "step": 1390 + }, + { + "epoch": 1.26, + "learning_rate": 1.2567324955116697e-05, + "loss": 0.4326, + "step": 1400 + }, + { + "epoch": 1.26, + "learning_rate": 1.2657091561938959e-05, + "loss": 0.4479, + "step": 1410 + }, + { + "epoch": 1.27, + "learning_rate": 1.2746858168761221e-05, + "loss": 0.4468, + "step": 1420 + }, + { + "epoch": 1.28, + "learning_rate": 1.2836624775583483e-05, + "loss": 0.402, + "step": 1430 + }, + { + "epoch": 1.29, + "learning_rate": 1.2926391382405746e-05, + "loss": 0.4711, + "step": 1440 + }, + { + "epoch": 1.3, + "learning_rate": 1.3016157989228009e-05, + "loss": 0.4686, + "step": 1450 + }, + { + "epoch": 1.31, + "learning_rate": 1.310592459605027e-05, + "loss": 0.4639, + "step": 1460 + }, + { + "epoch": 1.32, + "learning_rate": 1.3195691202872531e-05, + "loss": 0.435, + "step": 1470 + }, + { + "epoch": 1.33, + "learning_rate": 1.3285457809694792e-05, + "loss": 0.3868, + "step": 1480 + }, + { + "epoch": 1.34, + "learning_rate": 1.3375224416517057e-05, + "loss": 0.4303, + "step": 1490 + }, + { + "epoch": 1.35, + "learning_rate": 1.3464991023339318e-05, + "loss": 0.432, + "step": 1500 + }, + { + "epoch": 1.35, + "learning_rate": 1.355475763016158e-05, + "loss": 0.4206, + "step": 1510 + }, + { + "epoch": 1.36, + "learning_rate": 1.3644524236983844e-05, + "loss": 0.4282, + "step": 1520 + }, + { + "epoch": 1.37, + "learning_rate": 1.3734290843806105e-05, + "loss": 0.4284, + "step": 1530 + }, + { + "epoch": 1.38, + "learning_rate": 1.3824057450628366e-05, + "loss": 0.4096, + "step": 1540 + }, + { + "epoch": 1.39, + "learning_rate": 1.3913824057450627e-05, + "loss": 0.4259, + "step": 1550 + }, + { + "epoch": 1.4, + "learning_rate": 1.4003590664272892e-05, + "loss": 0.4436, + "step": 1560 + }, + { + "epoch": 1.41, + "learning_rate": 1.4093357271095153e-05, + "loss": 0.4453, + "step": 1570 + }, + { + "epoch": 1.42, + "learning_rate": 1.4183123877917415e-05, + "loss": 0.4065, + "step": 1580 + }, + { + "epoch": 1.43, + "learning_rate": 1.4272890484739679e-05, + "loss": 0.4011, + "step": 1590 + }, + { + "epoch": 1.44, + "learning_rate": 1.436265709156194e-05, + "loss": 0.4488, + "step": 1600 + }, + { + "epoch": 1.44, + "learning_rate": 1.4452423698384202e-05, + "loss": 0.4122, + "step": 1610 + }, + { + "epoch": 1.45, + "learning_rate": 1.4542190305206463e-05, + "loss": 0.429, + "step": 1620 + }, + { + "epoch": 1.46, + "learning_rate": 1.4631956912028727e-05, + "loss": 0.4377, + "step": 1630 + }, + { + "epoch": 1.47, + "learning_rate": 1.4721723518850989e-05, + "loss": 0.4186, + "step": 1640 + }, + { + "epoch": 1.48, + "learning_rate": 1.481149012567325e-05, + "loss": 0.4063, + "step": 1650 + }, + { + "epoch": 1.49, + "learning_rate": 1.4901256732495511e-05, + "loss": 0.4055, + "step": 1660 + }, + { + "epoch": 1.5, + "learning_rate": 1.4991023339317776e-05, + "loss": 0.4173, + "step": 1670 + }, + { + "epoch": 1.51, + "learning_rate": 1.5080789946140037e-05, + "loss": 0.4361, + "step": 1680 + }, + { + "epoch": 1.52, + "learning_rate": 1.5170556552962298e-05, + "loss": 0.4528, + "step": 1690 + }, + { + "epoch": 1.53, + "learning_rate": 1.5260323159784563e-05, + "loss": 0.3665, + "step": 1700 + }, + { + "epoch": 1.53, + "learning_rate": 1.5350089766606824e-05, + "loss": 0.3913, + "step": 1710 + }, + { + "epoch": 1.54, + "learning_rate": 1.5439856373429085e-05, + "loss": 0.4002, + "step": 1720 + }, + { + "epoch": 1.55, + "learning_rate": 1.5529622980251346e-05, + "loss": 0.4004, + "step": 1730 + }, + { + "epoch": 1.56, + "learning_rate": 1.561938958707361e-05, + "loss": 0.4432, + "step": 1740 + }, + { + "epoch": 1.57, + "learning_rate": 1.5709156193895872e-05, + "loss": 0.3743, + "step": 1750 + }, + { + "epoch": 1.58, + "learning_rate": 1.5798922800718133e-05, + "loss": 0.3972, + "step": 1760 + }, + { + "epoch": 1.59, + "learning_rate": 1.5888689407540398e-05, + "loss": 0.368, + "step": 1770 + }, + { + "epoch": 1.6, + "learning_rate": 1.597845601436266e-05, + "loss": 0.4525, + "step": 1780 + }, + { + "epoch": 1.61, + "learning_rate": 1.606822262118492e-05, + "loss": 0.3962, + "step": 1790 + }, + { + "epoch": 1.61, + "learning_rate": 1.615798922800718e-05, + "loss": 0.3888, + "step": 1800 + }, + { + "epoch": 1.62, + "learning_rate": 1.6247755834829446e-05, + "loss": 0.4111, + "step": 1810 + }, + { + "epoch": 1.63, + "learning_rate": 1.6337522441651707e-05, + "loss": 0.4084, + "step": 1820 + }, + { + "epoch": 1.64, + "learning_rate": 1.642728904847397e-05, + "loss": 0.4181, + "step": 1830 + }, + { + "epoch": 1.65, + "learning_rate": 1.6517055655296233e-05, + "loss": 0.4022, + "step": 1840 + }, + { + "epoch": 1.66, + "learning_rate": 1.6606822262118494e-05, + "loss": 0.3886, + "step": 1850 + }, + { + "epoch": 1.67, + "learning_rate": 1.6696588868940756e-05, + "loss": 0.4092, + "step": 1860 + }, + { + "epoch": 1.68, + "learning_rate": 1.6786355475763017e-05, + "loss": 0.3843, + "step": 1870 + }, + { + "epoch": 1.69, + "learning_rate": 1.687612208258528e-05, + "loss": 0.4237, + "step": 1880 + }, + { + "epoch": 1.7, + "learning_rate": 1.6965888689407543e-05, + "loss": 0.3801, + "step": 1890 + }, + { + "epoch": 1.7, + "learning_rate": 1.7055655296229804e-05, + "loss": 0.385, + "step": 1900 + }, + { + "epoch": 1.71, + "learning_rate": 1.7145421903052065e-05, + "loss": 0.4452, + "step": 1910 + }, + { + "epoch": 1.72, + "learning_rate": 1.723518850987433e-05, + "loss": 0.5147, + "step": 1920 + }, + { + "epoch": 1.73, + "learning_rate": 1.732495511669659e-05, + "loss": 0.353, + "step": 1930 + }, + { + "epoch": 1.74, + "learning_rate": 1.7414721723518852e-05, + "loss": 0.3816, + "step": 1940 + }, + { + "epoch": 1.75, + "learning_rate": 1.7504488330341113e-05, + "loss": 0.361, + "step": 1950 + }, + { + "epoch": 1.76, + "learning_rate": 1.7594254937163378e-05, + "loss": 0.3884, + "step": 1960 + }, + { + "epoch": 1.77, + "learning_rate": 1.768402154398564e-05, + "loss": 0.3391, + "step": 1970 + }, + { + "epoch": 1.78, + "learning_rate": 1.77737881508079e-05, + "loss": 0.4211, + "step": 1980 + }, + { + "epoch": 1.79, + "learning_rate": 1.786355475763016e-05, + "loss": 0.3796, + "step": 1990 + }, + { + "epoch": 1.79, + "learning_rate": 1.7953321364452423e-05, + "loss": 0.3881, + "step": 2000 + }, + { + "epoch": 1.8, + "learning_rate": 1.8043087971274687e-05, + "loss": 0.3904, + "step": 2010 + }, + { + "epoch": 1.81, + "learning_rate": 1.813285457809695e-05, + "loss": 0.3845, + "step": 2020 + }, + { + "epoch": 1.82, + "learning_rate": 1.822262118491921e-05, + "loss": 0.3721, + "step": 2030 + }, + { + "epoch": 1.83, + "learning_rate": 1.831238779174147e-05, + "loss": 0.4141, + "step": 2040 + }, + { + "epoch": 1.84, + "learning_rate": 1.8402154398563732e-05, + "loss": 0.3682, + "step": 2050 + }, + { + "epoch": 1.85, + "learning_rate": 1.8491921005385997e-05, + "loss": 0.3826, + "step": 2060 + }, + { + "epoch": 1.86, + "learning_rate": 1.8581687612208258e-05, + "loss": 0.3588, + "step": 2070 + }, + { + "epoch": 1.87, + "learning_rate": 1.867145421903052e-05, + "loss": 0.3663, + "step": 2080 + }, + { + "epoch": 1.87, + "learning_rate": 1.8761220825852784e-05, + "loss": 0.4186, + "step": 2090 + }, + { + "epoch": 1.88, + "learning_rate": 1.8850987432675045e-05, + "loss": 0.3756, + "step": 2100 + }, + { + "epoch": 1.89, + "learning_rate": 1.8940754039497306e-05, + "loss": 0.3655, + "step": 2110 + }, + { + "epoch": 1.9, + "learning_rate": 1.9030520646319568e-05, + "loss": 0.4158, + "step": 2120 + }, + { + "epoch": 1.91, + "learning_rate": 1.9120287253141832e-05, + "loss": 0.3985, + "step": 2130 + }, + { + "epoch": 1.92, + "learning_rate": 1.9210053859964093e-05, + "loss": 0.3955, + "step": 2140 + }, + { + "epoch": 1.93, + "learning_rate": 1.9299820466786355e-05, + "loss": 0.3757, + "step": 2150 + }, + { + "epoch": 1.94, + "learning_rate": 1.9389587073608616e-05, + "loss": 0.3712, + "step": 2160 + }, + { + "epoch": 1.95, + "learning_rate": 1.947935368043088e-05, + "loss": 0.3723, + "step": 2170 + }, + { + "epoch": 1.96, + "learning_rate": 1.9569120287253142e-05, + "loss": 0.367, + "step": 2180 + }, + { + "epoch": 1.96, + "learning_rate": 1.9658886894075403e-05, + "loss": 0.3659, + "step": 2190 + }, + { + "epoch": 1.97, + "learning_rate": 1.9748653500897668e-05, + "loss": 0.3752, + "step": 2200 + }, + { + "epoch": 1.98, + "learning_rate": 1.983842010771993e-05, + "loss": 0.318, + "step": 2210 + }, + { + "epoch": 1.99, + "learning_rate": 1.992818671454219e-05, + "loss": 0.3696, + "step": 2220 + }, + { + "epoch": 2.0, + "eval_accuracy": { + "accuracy": 0.9249271137026239 + }, + "eval_f1": { + "f1": 0.9207602119769538 + }, + "eval_loss": 0.2492757886648178, + "eval_precision": { + "precision": 0.9199949527238288 + }, + "eval_recall": { + "recall": 0.9219224853720074 + }, + "eval_runtime": 166.1808, + "eval_samples_per_second": 107.329, + "eval_steps_per_second": 6.71, + "step": 2229 + }, + { + "epoch": 2.0, + "learning_rate": 2.001795332136445e-05, + "loss": 0.3681, + "step": 2230 + }, + { + "epoch": 2.01, + "learning_rate": 2.0107719928186716e-05, + "loss": 0.321, + "step": 2240 + }, + { + "epoch": 2.02, + "learning_rate": 2.0197486535008977e-05, + "loss": 0.332, + "step": 2250 + }, + { + "epoch": 2.03, + "learning_rate": 2.0287253141831238e-05, + "loss": 0.3343, + "step": 2260 + }, + { + "epoch": 2.04, + "learning_rate": 2.0377019748653503e-05, + "loss": 0.3341, + "step": 2270 + }, + { + "epoch": 2.05, + "learning_rate": 2.0466786355475764e-05, + "loss": 0.3473, + "step": 2280 + }, + { + "epoch": 2.05, + "learning_rate": 2.0556552962298025e-05, + "loss": 0.3479, + "step": 2290 + }, + { + "epoch": 2.06, + "learning_rate": 2.0646319569120286e-05, + "loss": 0.3235, + "step": 2300 + }, + { + "epoch": 2.07, + "learning_rate": 2.073608617594255e-05, + "loss": 0.3455, + "step": 2310 + }, + { + "epoch": 2.08, + "learning_rate": 2.0825852782764812e-05, + "loss": 0.3675, + "step": 2320 + }, + { + "epoch": 2.09, + "learning_rate": 2.0915619389587073e-05, + "loss": 0.3267, + "step": 2330 + }, + { + "epoch": 2.1, + "learning_rate": 2.1005385996409338e-05, + "loss": 0.3588, + "step": 2340 + }, + { + "epoch": 2.11, + "learning_rate": 2.10951526032316e-05, + "loss": 0.3762, + "step": 2350 + }, + { + "epoch": 2.12, + "learning_rate": 2.118491921005386e-05, + "loss": 0.3474, + "step": 2360 + }, + { + "epoch": 2.13, + "learning_rate": 2.1274685816876122e-05, + "loss": 0.3614, + "step": 2370 + }, + { + "epoch": 2.14, + "learning_rate": 2.1364452423698386e-05, + "loss": 0.3611, + "step": 2380 + }, + { + "epoch": 2.14, + "learning_rate": 2.1454219030520648e-05, + "loss": 0.4051, + "step": 2390 + }, + { + "epoch": 2.15, + "learning_rate": 2.154398563734291e-05, + "loss": 0.3314, + "step": 2400 + }, + { + "epoch": 2.16, + "learning_rate": 2.163375224416517e-05, + "loss": 0.3427, + "step": 2410 + }, + { + "epoch": 2.17, + "learning_rate": 2.1723518850987435e-05, + "loss": 0.2886, + "step": 2420 + }, + { + "epoch": 2.18, + "learning_rate": 2.1813285457809696e-05, + "loss": 0.3262, + "step": 2430 + }, + { + "epoch": 2.19, + "learning_rate": 2.1903052064631957e-05, + "loss": 0.3516, + "step": 2440 + }, + { + "epoch": 2.2, + "learning_rate": 2.199281867145422e-05, + "loss": 0.3744, + "step": 2450 + }, + { + "epoch": 2.21, + "learning_rate": 2.2082585278276483e-05, + "loss": 0.3545, + "step": 2460 + }, + { + "epoch": 2.22, + "learning_rate": 2.2172351885098744e-05, + "loss": 0.2993, + "step": 2470 + }, + { + "epoch": 2.22, + "learning_rate": 2.2262118491921005e-05, + "loss": 0.3412, + "step": 2480 + }, + { + "epoch": 2.23, + "learning_rate": 2.235188509874327e-05, + "loss": 0.3823, + "step": 2490 + }, + { + "epoch": 2.24, + "learning_rate": 2.244165170556553e-05, + "loss": 0.3206, + "step": 2500 + }, + { + "epoch": 2.25, + "learning_rate": 2.2531418312387792e-05, + "loss": 0.2969, + "step": 2510 + }, + { + "epoch": 2.26, + "learning_rate": 2.2621184919210057e-05, + "loss": 0.3306, + "step": 2520 + }, + { + "epoch": 2.27, + "learning_rate": 2.2710951526032318e-05, + "loss": 0.3641, + "step": 2530 + }, + { + "epoch": 2.28, + "learning_rate": 2.280071813285458e-05, + "loss": 0.3588, + "step": 2540 + }, + { + "epoch": 2.29, + "learning_rate": 2.289048473967684e-05, + "loss": 0.3632, + "step": 2550 + }, + { + "epoch": 2.3, + "learning_rate": 2.2980251346499105e-05, + "loss": 0.3072, + "step": 2560 + }, + { + "epoch": 2.31, + "learning_rate": 2.3070017953321366e-05, + "loss": 0.3606, + "step": 2570 + }, + { + "epoch": 2.31, + "learning_rate": 2.3159784560143628e-05, + "loss": 0.4114, + "step": 2580 + }, + { + "epoch": 2.32, + "learning_rate": 2.3249551166965892e-05, + "loss": 0.282, + "step": 2590 + }, + { + "epoch": 2.33, + "learning_rate": 2.3339317773788153e-05, + "loss": 0.3336, + "step": 2600 + }, + { + "epoch": 2.34, + "learning_rate": 2.3429084380610415e-05, + "loss": 0.3406, + "step": 2610 + }, + { + "epoch": 2.35, + "learning_rate": 2.3518850987432676e-05, + "loss": 0.3433, + "step": 2620 + }, + { + "epoch": 2.36, + "learning_rate": 2.360861759425494e-05, + "loss": 0.3169, + "step": 2630 + }, + { + "epoch": 2.37, + "learning_rate": 2.3698384201077202e-05, + "loss": 0.3855, + "step": 2640 + }, + { + "epoch": 2.38, + "learning_rate": 2.3788150807899463e-05, + "loss": 0.3036, + "step": 2650 + }, + { + "epoch": 2.39, + "learning_rate": 2.3877917414721724e-05, + "loss": 0.3076, + "step": 2660 + }, + { + "epoch": 2.4, + "learning_rate": 2.396768402154399e-05, + "loss": 0.3052, + "step": 2670 + }, + { + "epoch": 2.4, + "learning_rate": 2.405745062836625e-05, + "loss": 0.3253, + "step": 2680 + }, + { + "epoch": 2.41, + "learning_rate": 2.414721723518851e-05, + "loss": 0.3235, + "step": 2690 + }, + { + "epoch": 2.42, + "learning_rate": 2.4236983842010776e-05, + "loss": 0.2835, + "step": 2700 + }, + { + "epoch": 2.43, + "learning_rate": 2.4326750448833037e-05, + "loss": 0.2824, + "step": 2710 + }, + { + "epoch": 2.44, + "learning_rate": 2.4416517055655298e-05, + "loss": 0.3183, + "step": 2720 + }, + { + "epoch": 2.45, + "learning_rate": 2.450628366247756e-05, + "loss": 0.3281, + "step": 2730 + }, + { + "epoch": 2.46, + "learning_rate": 2.4596050269299824e-05, + "loss": 0.2939, + "step": 2740 + }, + { + "epoch": 2.47, + "learning_rate": 2.4685816876122085e-05, + "loss": 0.3679, + "step": 2750 + }, + { + "epoch": 2.48, + "learning_rate": 2.4775583482944346e-05, + "loss": 0.3165, + "step": 2760 + }, + { + "epoch": 2.48, + "learning_rate": 2.4865350089766608e-05, + "loss": 0.3146, + "step": 2770 + }, + { + "epoch": 2.49, + "learning_rate": 2.495511669658887e-05, + "loss": 0.2981, + "step": 2780 + }, + { + "epoch": 2.5, + "learning_rate": 2.5044883303411134e-05, + "loss": 0.3099, + "step": 2790 + }, + { + "epoch": 2.51, + "learning_rate": 2.5134649910233395e-05, + "loss": 0.267, + "step": 2800 + }, + { + "epoch": 2.52, + "learning_rate": 2.5224416517055656e-05, + "loss": 0.3317, + "step": 2810 + }, + { + "epoch": 2.53, + "learning_rate": 2.5314183123877917e-05, + "loss": 0.3241, + "step": 2820 + }, + { + "epoch": 2.54, + "learning_rate": 2.5403949730700182e-05, + "loss": 0.371, + "step": 2830 + }, + { + "epoch": 2.55, + "learning_rate": 2.5493716337522443e-05, + "loss": 0.3431, + "step": 2840 + }, + { + "epoch": 2.56, + "learning_rate": 2.5583482944344704e-05, + "loss": 0.3218, + "step": 2850 + }, + { + "epoch": 2.57, + "learning_rate": 2.5673249551166965e-05, + "loss": 0.3222, + "step": 2860 + }, + { + "epoch": 2.57, + "learning_rate": 2.5763016157989227e-05, + "loss": 0.3176, + "step": 2870 + }, + { + "epoch": 2.58, + "learning_rate": 2.585278276481149e-05, + "loss": 0.3256, + "step": 2880 + }, + { + "epoch": 2.59, + "learning_rate": 2.5942549371633752e-05, + "loss": 0.2971, + "step": 2890 + }, + { + "epoch": 2.6, + "learning_rate": 2.6032315978456017e-05, + "loss": 0.253, + "step": 2900 + }, + { + "epoch": 2.61, + "learning_rate": 2.6122082585278278e-05, + "loss": 0.3261, + "step": 2910 + }, + { + "epoch": 2.62, + "learning_rate": 2.621184919210054e-05, + "loss": 0.3325, + "step": 2920 + }, + { + "epoch": 2.63, + "learning_rate": 2.63016157989228e-05, + "loss": 0.3005, + "step": 2930 + }, + { + "epoch": 2.64, + "learning_rate": 2.6391382405745062e-05, + "loss": 0.2897, + "step": 2940 + }, + { + "epoch": 2.65, + "learning_rate": 2.6481149012567323e-05, + "loss": 0.3249, + "step": 2950 + }, + { + "epoch": 2.66, + "learning_rate": 2.6570915619389584e-05, + "loss": 0.3647, + "step": 2960 + }, + { + "epoch": 2.66, + "learning_rate": 2.6660682226211852e-05, + "loss": 0.3034, + "step": 2970 + }, + { + "epoch": 2.67, + "learning_rate": 2.6750448833034114e-05, + "loss": 0.2735, + "step": 2980 + }, + { + "epoch": 2.68, + "learning_rate": 2.6840215439856375e-05, + "loss": 0.3122, + "step": 2990 + }, + { + "epoch": 2.69, + "learning_rate": 2.6929982046678636e-05, + "loss": 0.2622, + "step": 3000 + }, + { + "epoch": 2.7, + "learning_rate": 2.7019748653500897e-05, + "loss": 0.322, + "step": 3010 + }, + { + "epoch": 2.71, + "learning_rate": 2.710951526032316e-05, + "loss": 0.2671, + "step": 3020 + }, + { + "epoch": 2.72, + "learning_rate": 2.719928186714542e-05, + "loss": 0.3392, + "step": 3030 + }, + { + "epoch": 2.73, + "learning_rate": 2.7289048473967688e-05, + "loss": 0.2507, + "step": 3040 + }, + { + "epoch": 2.74, + "learning_rate": 2.737881508078995e-05, + "loss": 0.294, + "step": 3050 + }, + { + "epoch": 2.75, + "learning_rate": 2.746858168761221e-05, + "loss": 0.3119, + "step": 3060 + }, + { + "epoch": 2.75, + "learning_rate": 2.755834829443447e-05, + "loss": 0.2956, + "step": 3070 + }, + { + "epoch": 2.76, + "learning_rate": 2.7648114901256732e-05, + "loss": 0.2744, + "step": 3080 + }, + { + "epoch": 2.77, + "learning_rate": 2.7737881508078994e-05, + "loss": 0.279, + "step": 3090 + }, + { + "epoch": 2.78, + "learning_rate": 2.7827648114901255e-05, + "loss": 0.379, + "step": 3100 + }, + { + "epoch": 2.79, + "learning_rate": 2.7917414721723523e-05, + "loss": 0.2667, + "step": 3110 + }, + { + "epoch": 2.8, + "learning_rate": 2.8007181328545784e-05, + "loss": 0.2732, + "step": 3120 + }, + { + "epoch": 2.81, + "learning_rate": 2.8096947935368045e-05, + "loss": 0.311, + "step": 3130 + }, + { + "epoch": 2.82, + "learning_rate": 2.8186714542190307e-05, + "loss": 0.3404, + "step": 3140 + }, + { + "epoch": 2.83, + "learning_rate": 2.8276481149012568e-05, + "loss": 0.2479, + "step": 3150 + }, + { + "epoch": 2.83, + "learning_rate": 2.836624775583483e-05, + "loss": 0.3057, + "step": 3160 + }, + { + "epoch": 2.84, + "learning_rate": 2.845601436265709e-05, + "loss": 0.3075, + "step": 3170 + }, + { + "epoch": 2.85, + "learning_rate": 2.8545780969479358e-05, + "loss": 0.3008, + "step": 3180 + }, + { + "epoch": 2.86, + "learning_rate": 2.863554757630162e-05, + "loss": 0.2372, + "step": 3190 + }, + { + "epoch": 2.87, + "learning_rate": 2.872531418312388e-05, + "loss": 0.2617, + "step": 3200 + }, + { + "epoch": 2.88, + "learning_rate": 2.8815080789946142e-05, + "loss": 0.3, + "step": 3210 + }, + { + "epoch": 2.89, + "learning_rate": 2.8904847396768403e-05, + "loss": 0.2749, + "step": 3220 + }, + { + "epoch": 2.9, + "learning_rate": 2.8994614003590664e-05, + "loss": 0.2742, + "step": 3230 + }, + { + "epoch": 2.91, + "learning_rate": 2.9084380610412926e-05, + "loss": 0.2844, + "step": 3240 + }, + { + "epoch": 2.92, + "learning_rate": 2.9174147217235194e-05, + "loss": 0.2909, + "step": 3250 + }, + { + "epoch": 2.92, + "learning_rate": 2.9263913824057455e-05, + "loss": 0.3045, + "step": 3260 + }, + { + "epoch": 2.93, + "learning_rate": 2.9353680430879716e-05, + "loss": 0.2875, + "step": 3270 + }, + { + "epoch": 2.94, + "learning_rate": 2.9443447037701977e-05, + "loss": 0.2963, + "step": 3280 + }, + { + "epoch": 2.95, + "learning_rate": 2.953321364452424e-05, + "loss": 0.314, + "step": 3290 + }, + { + "epoch": 2.96, + "learning_rate": 2.96229802513465e-05, + "loss": 0.3005, + "step": 3300 + }, + { + "epoch": 2.97, + "learning_rate": 2.971274685816876e-05, + "loss": 0.3127, + "step": 3310 + }, + { + "epoch": 2.98, + "learning_rate": 2.9802513464991022e-05, + "loss": 0.3113, + "step": 3320 + }, + { + "epoch": 2.99, + "learning_rate": 2.989228007181329e-05, + "loss": 0.2886, + "step": 3330 + }, + { + "epoch": 3.0, + "learning_rate": 2.998204667863555e-05, + "loss": 0.321, + "step": 3340 + }, + { + "epoch": 3.0, + "eval_accuracy": { + "accuracy": 0.9410742318905584 + }, + "eval_f1": { + "f1": 0.9378351696354423 + }, + "eval_loss": 0.18490658700466156, + "eval_precision": { + "precision": 0.9376663800198108 + }, + "eval_recall": { + "recall": 0.9381803360170522 + }, + "eval_runtime": 165.2584, + "eval_samples_per_second": 107.928, + "eval_steps_per_second": 6.747, + "step": 3344 + }, + { + "epoch": 3.01, + "learning_rate": 3.0071813285457812e-05, + "loss": 0.3252, + "step": 3350 + }, + { + "epoch": 3.01, + "learning_rate": 3.0161579892280074e-05, + "loss": 0.2945, + "step": 3360 + }, + { + "epoch": 3.02, + "learning_rate": 3.0251346499102335e-05, + "loss": 0.2584, + "step": 3370 + }, + { + "epoch": 3.03, + "learning_rate": 3.0341113105924596e-05, + "loss": 0.2878, + "step": 3380 + }, + { + "epoch": 3.04, + "learning_rate": 3.0430879712746857e-05, + "loss": 0.2618, + "step": 3390 + }, + { + "epoch": 3.05, + "learning_rate": 3.0520646319569125e-05, + "loss": 0.3356, + "step": 3400 + }, + { + "epoch": 3.06, + "learning_rate": 3.061041292639138e-05, + "loss": 0.2706, + "step": 3410 + }, + { + "epoch": 3.07, + "learning_rate": 3.070017953321365e-05, + "loss": 0.2821, + "step": 3420 + }, + { + "epoch": 3.08, + "learning_rate": 3.0789946140035906e-05, + "loss": 0.2634, + "step": 3430 + }, + { + "epoch": 3.09, + "learning_rate": 3.087971274685817e-05, + "loss": 0.2927, + "step": 3440 + }, + { + "epoch": 3.09, + "learning_rate": 3.096947935368043e-05, + "loss": 0.2406, + "step": 3450 + }, + { + "epoch": 3.1, + "learning_rate": 3.105924596050269e-05, + "loss": 0.2871, + "step": 3460 + }, + { + "epoch": 3.11, + "learning_rate": 3.114901256732496e-05, + "loss": 0.2389, + "step": 3470 + }, + { + "epoch": 3.12, + "learning_rate": 3.123877917414722e-05, + "loss": 0.2782, + "step": 3480 + }, + { + "epoch": 3.13, + "learning_rate": 3.132854578096948e-05, + "loss": 0.2864, + "step": 3490 + }, + { + "epoch": 3.14, + "learning_rate": 3.1418312387791744e-05, + "loss": 0.29, + "step": 3500 + }, + { + "epoch": 3.15, + "learning_rate": 3.1508078994614e-05, + "loss": 0.2089, + "step": 3510 + }, + { + "epoch": 3.16, + "learning_rate": 3.159784560143627e-05, + "loss": 0.2716, + "step": 3520 + }, + { + "epoch": 3.17, + "learning_rate": 3.1687612208258525e-05, + "loss": 0.2981, + "step": 3530 + }, + { + "epoch": 3.18, + "learning_rate": 3.1777378815080796e-05, + "loss": 0.2265, + "step": 3540 + }, + { + "epoch": 3.18, + "learning_rate": 3.1867145421903054e-05, + "loss": 0.1997, + "step": 3550 + }, + { + "epoch": 3.19, + "learning_rate": 3.195691202872532e-05, + "loss": 0.2707, + "step": 3560 + }, + { + "epoch": 3.2, + "learning_rate": 3.2046678635547576e-05, + "loss": 0.2917, + "step": 3570 + }, + { + "epoch": 3.21, + "learning_rate": 3.213644524236984e-05, + "loss": 0.2966, + "step": 3580 + }, + { + "epoch": 3.22, + "learning_rate": 3.22262118491921e-05, + "loss": 0.265, + "step": 3590 + }, + { + "epoch": 3.23, + "learning_rate": 3.231597845601436e-05, + "loss": 0.2386, + "step": 3600 + }, + { + "epoch": 3.24, + "learning_rate": 3.240574506283663e-05, + "loss": 0.2613, + "step": 3610 + }, + { + "epoch": 3.25, + "learning_rate": 3.249551166965889e-05, + "loss": 0.2737, + "step": 3620 + }, + { + "epoch": 3.26, + "learning_rate": 3.258527827648115e-05, + "loss": 0.2965, + "step": 3630 + }, + { + "epoch": 3.27, + "learning_rate": 3.2675044883303415e-05, + "loss": 0.2683, + "step": 3640 + }, + { + "epoch": 3.27, + "learning_rate": 3.276481149012567e-05, + "loss": 0.2379, + "step": 3650 + }, + { + "epoch": 3.28, + "learning_rate": 3.285457809694794e-05, + "loss": 0.3282, + "step": 3660 + }, + { + "epoch": 3.29, + "learning_rate": 3.2944344703770195e-05, + "loss": 0.2589, + "step": 3670 + }, + { + "epoch": 3.3, + "learning_rate": 3.3034111310592466e-05, + "loss": 0.2955, + "step": 3680 + }, + { + "epoch": 3.31, + "learning_rate": 3.3123877917414724e-05, + "loss": 0.2584, + "step": 3690 + }, + { + "epoch": 3.32, + "learning_rate": 3.321364452423699e-05, + "loss": 0.2643, + "step": 3700 + }, + { + "epoch": 3.33, + "learning_rate": 3.330341113105925e-05, + "loss": 0.2987, + "step": 3710 + }, + { + "epoch": 3.34, + "learning_rate": 3.339317773788151e-05, + "loss": 0.3, + "step": 3720 + }, + { + "epoch": 3.35, + "learning_rate": 3.348294434470377e-05, + "loss": 0.2488, + "step": 3730 + }, + { + "epoch": 3.36, + "learning_rate": 3.3572710951526034e-05, + "loss": 0.252, + "step": 3740 + }, + { + "epoch": 3.36, + "learning_rate": 3.36624775583483e-05, + "loss": 0.286, + "step": 3750 + }, + { + "epoch": 3.37, + "learning_rate": 3.375224416517056e-05, + "loss": 0.2801, + "step": 3760 + }, + { + "epoch": 3.38, + "learning_rate": 3.384201077199282e-05, + "loss": 0.2463, + "step": 3770 + }, + { + "epoch": 3.39, + "learning_rate": 3.3931777378815085e-05, + "loss": 0.2824, + "step": 3780 + }, + { + "epoch": 3.4, + "learning_rate": 3.402154398563734e-05, + "loss": 0.2847, + "step": 3790 + }, + { + "epoch": 3.41, + "learning_rate": 3.411131059245961e-05, + "loss": 0.3061, + "step": 3800 + }, + { + "epoch": 3.42, + "learning_rate": 3.4201077199281866e-05, + "loss": 0.2799, + "step": 3810 + }, + { + "epoch": 3.43, + "learning_rate": 3.429084380610413e-05, + "loss": 0.2532, + "step": 3820 + }, + { + "epoch": 3.44, + "learning_rate": 3.4380610412926395e-05, + "loss": 0.2761, + "step": 3830 + }, + { + "epoch": 3.44, + "learning_rate": 3.447037701974866e-05, + "loss": 0.3087, + "step": 3840 + }, + { + "epoch": 3.45, + "learning_rate": 3.456014362657092e-05, + "loss": 0.2841, + "step": 3850 + }, + { + "epoch": 3.46, + "learning_rate": 3.464991023339318e-05, + "loss": 0.2191, + "step": 3860 + }, + { + "epoch": 3.47, + "learning_rate": 3.473967684021544e-05, + "loss": 0.328, + "step": 3870 + }, + { + "epoch": 3.48, + "learning_rate": 3.4829443447037704e-05, + "loss": 0.2377, + "step": 3880 + }, + { + "epoch": 3.49, + "learning_rate": 3.491921005385996e-05, + "loss": 0.2844, + "step": 3890 + }, + { + "epoch": 3.5, + "learning_rate": 3.500897666068223e-05, + "loss": 0.2944, + "step": 3900 + }, + { + "epoch": 3.51, + "learning_rate": 3.509874326750449e-05, + "loss": 0.2371, + "step": 3910 + }, + { + "epoch": 3.52, + "learning_rate": 3.5188509874326756e-05, + "loss": 0.2552, + "step": 3920 + }, + { + "epoch": 3.53, + "learning_rate": 3.5278276481149014e-05, + "loss": 0.2492, + "step": 3930 + }, + { + "epoch": 3.53, + "learning_rate": 3.536804308797128e-05, + "loss": 0.253, + "step": 3940 + }, + { + "epoch": 3.54, + "learning_rate": 3.5457809694793536e-05, + "loss": 0.2794, + "step": 3950 + }, + { + "epoch": 3.55, + "learning_rate": 3.55475763016158e-05, + "loss": 0.2253, + "step": 3960 + }, + { + "epoch": 3.56, + "learning_rate": 3.5637342908438065e-05, + "loss": 0.2894, + "step": 3970 + }, + { + "epoch": 3.57, + "learning_rate": 3.572710951526032e-05, + "loss": 0.2076, + "step": 3980 + }, + { + "epoch": 3.58, + "learning_rate": 3.581687612208259e-05, + "loss": 0.2241, + "step": 3990 + }, + { + "epoch": 3.59, + "learning_rate": 3.5906642728904846e-05, + "loss": 0.2547, + "step": 4000 + }, + { + "epoch": 3.6, + "learning_rate": 3.599640933572711e-05, + "loss": 0.2471, + "step": 4010 + }, + { + "epoch": 3.61, + "learning_rate": 3.6086175942549375e-05, + "loss": 0.2585, + "step": 4020 + }, + { + "epoch": 3.62, + "learning_rate": 3.617594254937163e-05, + "loss": 0.2617, + "step": 4030 + }, + { + "epoch": 3.62, + "learning_rate": 3.62657091561939e-05, + "loss": 0.2724, + "step": 4040 + }, + { + "epoch": 3.63, + "learning_rate": 3.635547576301616e-05, + "loss": 0.2353, + "step": 4050 + }, + { + "epoch": 3.64, + "learning_rate": 3.644524236983842e-05, + "loss": 0.2288, + "step": 4060 + }, + { + "epoch": 3.65, + "learning_rate": 3.6535008976660684e-05, + "loss": 0.2431, + "step": 4070 + }, + { + "epoch": 3.66, + "learning_rate": 3.662477558348294e-05, + "loss": 0.2693, + "step": 4080 + }, + { + "epoch": 3.67, + "learning_rate": 3.671454219030521e-05, + "loss": 0.2903, + "step": 4090 + }, + { + "epoch": 3.68, + "learning_rate": 3.6804308797127465e-05, + "loss": 0.2658, + "step": 4100 + }, + { + "epoch": 3.69, + "learning_rate": 3.6894075403949736e-05, + "loss": 0.2175, + "step": 4110 + }, + { + "epoch": 3.7, + "learning_rate": 3.6983842010771994e-05, + "loss": 0.3072, + "step": 4120 + }, + { + "epoch": 3.7, + "learning_rate": 3.707360861759426e-05, + "loss": 0.305, + "step": 4130 + }, + { + "epoch": 3.71, + "learning_rate": 3.7163375224416516e-05, + "loss": 0.2475, + "step": 4140 + }, + { + "epoch": 3.72, + "learning_rate": 3.725314183123878e-05, + "loss": 0.2682, + "step": 4150 + }, + { + "epoch": 3.73, + "learning_rate": 3.734290843806104e-05, + "loss": 0.2593, + "step": 4160 + }, + { + "epoch": 3.74, + "learning_rate": 3.74326750448833e-05, + "loss": 0.3293, + "step": 4170 + }, + { + "epoch": 3.75, + "learning_rate": 3.752244165170557e-05, + "loss": 0.2422, + "step": 4180 + }, + { + "epoch": 3.76, + "learning_rate": 3.761220825852783e-05, + "loss": 0.2018, + "step": 4190 + }, + { + "epoch": 3.77, + "learning_rate": 3.770197486535009e-05, + "loss": 0.2802, + "step": 4200 + }, + { + "epoch": 3.78, + "learning_rate": 3.7791741472172355e-05, + "loss": 0.2298, + "step": 4210 + }, + { + "epoch": 3.79, + "learning_rate": 3.788150807899461e-05, + "loss": 0.2512, + "step": 4220 + }, + { + "epoch": 3.79, + "learning_rate": 3.797127468581688e-05, + "loss": 0.2503, + "step": 4230 + }, + { + "epoch": 3.8, + "learning_rate": 3.8061041292639135e-05, + "loss": 0.2244, + "step": 4240 + }, + { + "epoch": 3.81, + "learning_rate": 3.815080789946141e-05, + "loss": 0.2456, + "step": 4250 + }, + { + "epoch": 3.82, + "learning_rate": 3.8240574506283664e-05, + "loss": 0.2085, + "step": 4260 + }, + { + "epoch": 3.83, + "learning_rate": 3.833034111310593e-05, + "loss": 0.2367, + "step": 4270 + }, + { + "epoch": 3.84, + "learning_rate": 3.842010771992819e-05, + "loss": 0.2174, + "step": 4280 + }, + { + "epoch": 3.85, + "learning_rate": 3.850987432675045e-05, + "loss": 0.2256, + "step": 4290 + }, + { + "epoch": 3.86, + "learning_rate": 3.859964093357271e-05, + "loss": 0.2344, + "step": 4300 + }, + { + "epoch": 3.87, + "learning_rate": 3.8689407540394974e-05, + "loss": 0.2107, + "step": 4310 + }, + { + "epoch": 3.88, + "learning_rate": 3.877917414721723e-05, + "loss": 0.2797, + "step": 4320 + }, + { + "epoch": 3.88, + "learning_rate": 3.88689407540395e-05, + "loss": 0.2568, + "step": 4330 + }, + { + "epoch": 3.89, + "learning_rate": 3.895870736086176e-05, + "loss": 0.2312, + "step": 4340 + }, + { + "epoch": 3.9, + "learning_rate": 3.9048473967684026e-05, + "loss": 0.2269, + "step": 4350 + }, + { + "epoch": 3.91, + "learning_rate": 3.9138240574506283e-05, + "loss": 0.2412, + "step": 4360 + }, + { + "epoch": 3.92, + "learning_rate": 3.922800718132855e-05, + "loss": 0.2626, + "step": 4370 + }, + { + "epoch": 3.93, + "learning_rate": 3.9317773788150806e-05, + "loss": 0.2995, + "step": 4380 + }, + { + "epoch": 3.94, + "learning_rate": 3.940754039497307e-05, + "loss": 0.2435, + "step": 4390 + }, + { + "epoch": 3.95, + "learning_rate": 3.9497307001795335e-05, + "loss": 0.2317, + "step": 4400 + }, + { + "epoch": 3.96, + "learning_rate": 3.95870736086176e-05, + "loss": 0.1932, + "step": 4410 + }, + { + "epoch": 3.97, + "learning_rate": 3.967684021543986e-05, + "loss": 0.2498, + "step": 4420 + }, + { + "epoch": 3.97, + "learning_rate": 3.976660682226212e-05, + "loss": 0.2792, + "step": 4430 + }, + { + "epoch": 3.98, + "learning_rate": 3.985637342908438e-05, + "loss": 0.2554, + "step": 4440 + }, + { + "epoch": 3.99, + "learning_rate": 3.9946140035906645e-05, + "loss": 0.3403, + "step": 4450 + }, + { + "epoch": 4.0, + "eval_accuracy": { + "accuracy": 0.9382148463781117 + }, + "eval_f1": { + "f1": 0.9358183038090213 + }, + "eval_loss": 0.18279214203357697, + "eval_precision": { + "precision": 0.9351989305945833 + }, + "eval_recall": { + "recall": 0.9374254756058774 + }, + "eval_runtime": 165.3018, + "eval_samples_per_second": 107.9, + "eval_steps_per_second": 6.745, + "step": 4459 + }, + { + "epoch": 4.0, + "learning_rate": 4.00359066427289e-05, + "loss": 0.2936, + "step": 4460 + }, + { + "epoch": 4.01, + "learning_rate": 4.0125673249551174e-05, + "loss": 0.2723, + "step": 4470 + }, + { + "epoch": 4.02, + "learning_rate": 4.021543985637343e-05, + "loss": 0.2307, + "step": 4480 + }, + { + "epoch": 4.03, + "learning_rate": 4.0305206463195696e-05, + "loss": 0.2567, + "step": 4490 + }, + { + "epoch": 4.04, + "learning_rate": 4.0394973070017954e-05, + "loss": 0.2273, + "step": 4500 + }, + { + "epoch": 4.05, + "learning_rate": 4.048473967684022e-05, + "loss": 0.2638, + "step": 4510 + }, + { + "epoch": 4.05, + "learning_rate": 4.0574506283662476e-05, + "loss": 0.2625, + "step": 4520 + }, + { + "epoch": 4.06, + "learning_rate": 4.066427289048474e-05, + "loss": 0.2432, + "step": 4530 + }, + { + "epoch": 4.07, + "learning_rate": 4.0754039497307006e-05, + "loss": 0.2345, + "step": 4540 + }, + { + "epoch": 4.08, + "learning_rate": 4.084380610412927e-05, + "loss": 0.2272, + "step": 4550 + }, + { + "epoch": 4.09, + "learning_rate": 4.093357271095153e-05, + "loss": 0.2217, + "step": 4560 + }, + { + "epoch": 4.1, + "learning_rate": 4.102333931777379e-05, + "loss": 0.2195, + "step": 4570 + }, + { + "epoch": 4.11, + "learning_rate": 4.111310592459605e-05, + "loss": 0.2637, + "step": 4580 + }, + { + "epoch": 4.12, + "learning_rate": 4.1202872531418315e-05, + "loss": 0.2668, + "step": 4590 + }, + { + "epoch": 4.13, + "learning_rate": 4.129263913824057e-05, + "loss": 0.2742, + "step": 4600 + }, + { + "epoch": 4.14, + "learning_rate": 4.1382405745062844e-05, + "loss": 0.2128, + "step": 4610 + }, + { + "epoch": 4.14, + "learning_rate": 4.14721723518851e-05, + "loss": 0.241, + "step": 4620 + }, + { + "epoch": 4.15, + "learning_rate": 4.156193895870737e-05, + "loss": 0.2332, + "step": 4630 + }, + { + "epoch": 4.16, + "learning_rate": 4.1651705565529625e-05, + "loss": 0.2359, + "step": 4640 + }, + { + "epoch": 4.17, + "learning_rate": 4.174147217235189e-05, + "loss": 0.2219, + "step": 4650 + }, + { + "epoch": 4.18, + "learning_rate": 4.183123877917415e-05, + "loss": 0.2325, + "step": 4660 + }, + { + "epoch": 4.19, + "learning_rate": 4.192100538599641e-05, + "loss": 0.2627, + "step": 4670 + }, + { + "epoch": 4.2, + "learning_rate": 4.2010771992818676e-05, + "loss": 0.196, + "step": 4680 + }, + { + "epoch": 4.21, + "learning_rate": 4.2100538599640934e-05, + "loss": 0.234, + "step": 4690 + }, + { + "epoch": 4.22, + "learning_rate": 4.21903052064632e-05, + "loss": 0.1998, + "step": 4700 + }, + { + "epoch": 4.23, + "learning_rate": 4.228007181328546e-05, + "loss": 0.2579, + "step": 4710 + }, + { + "epoch": 4.23, + "learning_rate": 4.236983842010772e-05, + "loss": 0.2678, + "step": 4720 + }, + { + "epoch": 4.24, + "learning_rate": 4.2459605026929986e-05, + "loss": 0.2431, + "step": 4730 + }, + { + "epoch": 4.25, + "learning_rate": 4.2549371633752244e-05, + "loss": 0.2274, + "step": 4740 + }, + { + "epoch": 4.26, + "learning_rate": 4.263913824057451e-05, + "loss": 0.2325, + "step": 4750 + }, + { + "epoch": 4.27, + "learning_rate": 4.272890484739677e-05, + "loss": 0.2121, + "step": 4760 + }, + { + "epoch": 4.28, + "learning_rate": 4.281867145421903e-05, + "loss": 0.2466, + "step": 4770 + }, + { + "epoch": 4.29, + "learning_rate": 4.2908438061041295e-05, + "loss": 0.2331, + "step": 4780 + }, + { + "epoch": 4.3, + "learning_rate": 4.299820466786356e-05, + "loss": 0.221, + "step": 4790 + }, + { + "epoch": 4.31, + "learning_rate": 4.308797127468582e-05, + "loss": 0.2563, + "step": 4800 + }, + { + "epoch": 4.31, + "learning_rate": 4.317773788150808e-05, + "loss": 0.2564, + "step": 4810 + }, + { + "epoch": 4.32, + "learning_rate": 4.326750448833034e-05, + "loss": 0.2369, + "step": 4820 + }, + { + "epoch": 4.33, + "learning_rate": 4.3357271095152605e-05, + "loss": 0.1929, + "step": 4830 + }, + { + "epoch": 4.34, + "learning_rate": 4.344703770197487e-05, + "loss": 0.2639, + "step": 4840 + }, + { + "epoch": 4.35, + "learning_rate": 4.353680430879713e-05, + "loss": 0.232, + "step": 4850 + }, + { + "epoch": 4.36, + "learning_rate": 4.362657091561939e-05, + "loss": 0.2453, + "step": 4860 + }, + { + "epoch": 4.37, + "learning_rate": 4.371633752244165e-05, + "loss": 0.2145, + "step": 4870 + }, + { + "epoch": 4.38, + "learning_rate": 4.3806104129263914e-05, + "loss": 0.2249, + "step": 4880 + }, + { + "epoch": 4.39, + "learning_rate": 4.389587073608618e-05, + "loss": 0.2861, + "step": 4890 + }, + { + "epoch": 4.4, + "learning_rate": 4.398563734290844e-05, + "loss": 0.2452, + "step": 4900 + }, + { + "epoch": 4.4, + "learning_rate": 4.40754039497307e-05, + "loss": 0.2512, + "step": 4910 + }, + { + "epoch": 4.41, + "learning_rate": 4.4165170556552966e-05, + "loss": 0.2373, + "step": 4920 + }, + { + "epoch": 4.42, + "learning_rate": 4.4254937163375224e-05, + "loss": 0.2262, + "step": 4930 + }, + { + "epoch": 4.43, + "learning_rate": 4.434470377019749e-05, + "loss": 0.2243, + "step": 4940 + }, + { + "epoch": 4.44, + "learning_rate": 4.4434470377019746e-05, + "loss": 0.2228, + "step": 4950 + }, + { + "epoch": 4.45, + "learning_rate": 4.452423698384201e-05, + "loss": 0.2331, + "step": 4960 + }, + { + "epoch": 4.46, + "learning_rate": 4.4614003590664275e-05, + "loss": 0.2706, + "step": 4970 + }, + { + "epoch": 4.47, + "learning_rate": 4.470377019748654e-05, + "loss": 0.2326, + "step": 4980 + }, + { + "epoch": 4.48, + "learning_rate": 4.47935368043088e-05, + "loss": 0.3095, + "step": 4990 + }, + { + "epoch": 4.49, + "learning_rate": 4.488330341113106e-05, + "loss": 0.2106, + "step": 5000 + }, + { + "epoch": 4.49, + "learning_rate": 4.497307001795332e-05, + "loss": 0.2494, + "step": 5010 + }, + { + "epoch": 4.5, + "learning_rate": 4.5062836624775585e-05, + "loss": 0.234, + "step": 5020 + }, + { + "epoch": 4.51, + "learning_rate": 4.515260323159784e-05, + "loss": 0.283, + "step": 5030 + }, + { + "epoch": 4.52, + "learning_rate": 4.5242369838420114e-05, + "loss": 0.2626, + "step": 5040 + }, + { + "epoch": 4.53, + "learning_rate": 4.533213644524237e-05, + "loss": 0.2352, + "step": 5050 + }, + { + "epoch": 4.54, + "learning_rate": 4.5421903052064636e-05, + "loss": 0.2748, + "step": 5060 + }, + { + "epoch": 4.55, + "learning_rate": 4.5511669658886894e-05, + "loss": 0.2849, + "step": 5070 + }, + { + "epoch": 4.56, + "learning_rate": 4.560143626570916e-05, + "loss": 0.2296, + "step": 5080 + }, + { + "epoch": 4.57, + "learning_rate": 4.5691202872531417e-05, + "loss": 0.2231, + "step": 5090 + }, + { + "epoch": 4.58, + "learning_rate": 4.578096947935368e-05, + "loss": 0.2526, + "step": 5100 + }, + { + "epoch": 4.58, + "learning_rate": 4.5870736086175946e-05, + "loss": 0.2441, + "step": 5110 + }, + { + "epoch": 4.59, + "learning_rate": 4.596050269299821e-05, + "loss": 0.236, + "step": 5120 + }, + { + "epoch": 4.6, + "learning_rate": 4.605026929982047e-05, + "loss": 0.2485, + "step": 5130 + }, + { + "epoch": 4.61, + "learning_rate": 4.614003590664273e-05, + "loss": 0.1969, + "step": 5140 + }, + { + "epoch": 4.62, + "learning_rate": 4.622980251346499e-05, + "loss": 0.2454, + "step": 5150 + }, + { + "epoch": 4.63, + "learning_rate": 4.6319569120287255e-05, + "loss": 0.2486, + "step": 5160 + }, + { + "epoch": 4.64, + "learning_rate": 4.640933572710951e-05, + "loss": 0.2304, + "step": 5170 + }, + { + "epoch": 4.65, + "learning_rate": 4.6499102333931784e-05, + "loss": 0.2321, + "step": 5180 + }, + { + "epoch": 4.66, + "learning_rate": 4.658886894075404e-05, + "loss": 0.2205, + "step": 5190 + }, + { + "epoch": 4.66, + "learning_rate": 4.667863554757631e-05, + "loss": 0.2107, + "step": 5200 + }, + { + "epoch": 4.67, + "learning_rate": 4.6768402154398565e-05, + "loss": 0.2215, + "step": 5210 + }, + { + "epoch": 4.68, + "learning_rate": 4.685816876122083e-05, + "loss": 0.222, + "step": 5220 + }, + { + "epoch": 4.69, + "learning_rate": 4.694793536804309e-05, + "loss": 0.2271, + "step": 5230 + }, + { + "epoch": 4.7, + "learning_rate": 4.703770197486535e-05, + "loss": 0.2342, + "step": 5240 + }, + { + "epoch": 4.71, + "learning_rate": 4.7127468581687616e-05, + "loss": 0.2478, + "step": 5250 + }, + { + "epoch": 4.72, + "learning_rate": 4.721723518850988e-05, + "loss": 0.2691, + "step": 5260 + }, + { + "epoch": 4.73, + "learning_rate": 4.730700179533214e-05, + "loss": 0.2059, + "step": 5270 + }, + { + "epoch": 4.74, + "learning_rate": 4.7396768402154403e-05, + "loss": 0.2085, + "step": 5280 + }, + { + "epoch": 4.75, + "learning_rate": 4.748653500897666e-05, + "loss": 0.1888, + "step": 5290 + }, + { + "epoch": 4.75, + "learning_rate": 4.7576301615798926e-05, + "loss": 0.2933, + "step": 5300 + }, + { + "epoch": 4.76, + "learning_rate": 4.7666068222621184e-05, + "loss": 0.2519, + "step": 5310 + }, + { + "epoch": 4.77, + "learning_rate": 4.775583482944345e-05, + "loss": 0.2142, + "step": 5320 + }, + { + "epoch": 4.78, + "learning_rate": 4.784560143626571e-05, + "loss": 0.1972, + "step": 5330 + }, + { + "epoch": 4.79, + "learning_rate": 4.793536804308798e-05, + "loss": 0.2134, + "step": 5340 + }, + { + "epoch": 4.8, + "learning_rate": 4.8025134649910235e-05, + "loss": 0.2924, + "step": 5350 + }, + { + "epoch": 4.81, + "learning_rate": 4.81149012567325e-05, + "loss": 0.2207, + "step": 5360 + }, + { + "epoch": 4.82, + "learning_rate": 4.820466786355476e-05, + "loss": 0.2369, + "step": 5370 + }, + { + "epoch": 4.83, + "learning_rate": 4.829443447037702e-05, + "loss": 0.242, + "step": 5380 + }, + { + "epoch": 4.84, + "learning_rate": 4.838420107719928e-05, + "loss": 0.2023, + "step": 5390 + }, + { + "epoch": 4.84, + "learning_rate": 4.847396768402155e-05, + "loss": 0.2413, + "step": 5400 + }, + { + "epoch": 4.85, + "learning_rate": 4.856373429084381e-05, + "loss": 0.2757, + "step": 5410 + }, + { + "epoch": 4.86, + "learning_rate": 4.8653500897666074e-05, + "loss": 0.2481, + "step": 5420 + }, + { + "epoch": 4.87, + "learning_rate": 4.874326750448833e-05, + "loss": 0.2487, + "step": 5430 + }, + { + "epoch": 4.88, + "learning_rate": 4.8833034111310596e-05, + "loss": 0.1747, + "step": 5440 + }, + { + "epoch": 4.89, + "learning_rate": 4.8922800718132854e-05, + "loss": 0.2537, + "step": 5450 + }, + { + "epoch": 4.9, + "learning_rate": 4.901256732495512e-05, + "loss": 0.2722, + "step": 5460 + }, + { + "epoch": 4.91, + "learning_rate": 4.9102333931777383e-05, + "loss": 0.2225, + "step": 5470 + }, + { + "epoch": 4.92, + "learning_rate": 4.919210053859965e-05, + "loss": 0.1949, + "step": 5480 + }, + { + "epoch": 4.92, + "learning_rate": 4.9281867145421906e-05, + "loss": 0.2416, + "step": 5490 + }, + { + "epoch": 4.93, + "learning_rate": 4.937163375224417e-05, + "loss": 0.2197, + "step": 5500 + }, + { + "epoch": 4.94, + "learning_rate": 4.946140035906643e-05, + "loss": 0.2939, + "step": 5510 + }, + { + "epoch": 4.95, + "learning_rate": 4.955116696588869e-05, + "loss": 0.2786, + "step": 5520 + }, + { + "epoch": 4.96, + "learning_rate": 4.964093357271095e-05, + "loss": 0.2187, + "step": 5530 + }, + { + "epoch": 4.97, + "learning_rate": 4.9730700179533215e-05, + "loss": 0.2518, + "step": 5540 + }, + { + "epoch": 4.98, + "learning_rate": 4.982046678635548e-05, + "loss": 0.205, + "step": 5550 + }, + { + "epoch": 4.99, + "learning_rate": 4.991023339317774e-05, + "loss": 0.2277, + "step": 5560 + }, + { + "epoch": 5.0, + "learning_rate": 5e-05, + "loss": 0.2399, + "step": 5570 + }, + { + "epoch": 5.0, + "eval_accuracy": { + "accuracy": 0.9539694998878673 + }, + "eval_f1": { + "f1": 0.9516195088904471 + }, + "eval_loss": 0.1283472627401352, + "eval_precision": { + "precision": 0.9525864748624857 + }, + "eval_recall": { + "recall": 0.9506985041313745 + }, + "eval_runtime": 164.7789, + "eval_samples_per_second": 108.242, + "eval_steps_per_second": 6.767, + "step": 5573 + }, + { + "epoch": 5.01, + "learning_rate": 4.999002593257531e-05, + "loss": 0.2288, + "step": 5580 + }, + { + "epoch": 5.01, + "learning_rate": 4.9980051865150615e-05, + "loss": 0.2216, + "step": 5590 + }, + { + "epoch": 5.02, + "learning_rate": 4.9970077797725914e-05, + "loss": 0.3012, + "step": 5600 + }, + { + "epoch": 5.03, + "learning_rate": 4.9960103730301214e-05, + "loss": 0.1937, + "step": 5610 + }, + { + "epoch": 5.04, + "learning_rate": 4.995012966287652e-05, + "loss": 0.1837, + "step": 5620 + }, + { + "epoch": 5.05, + "learning_rate": 4.9940155595451826e-05, + "loss": 0.2226, + "step": 5630 + }, + { + "epoch": 5.06, + "learning_rate": 4.993018152802713e-05, + "loss": 0.2332, + "step": 5640 + }, + { + "epoch": 5.07, + "learning_rate": 4.992020746060244e-05, + "loss": 0.2046, + "step": 5650 + }, + { + "epoch": 5.08, + "learning_rate": 4.991023339317774e-05, + "loss": 0.219, + "step": 5660 + }, + { + "epoch": 5.09, + "learning_rate": 4.9900259325753044e-05, + "loss": 0.2049, + "step": 5670 + }, + { + "epoch": 5.1, + "learning_rate": 4.989028525832835e-05, + "loss": 0.2299, + "step": 5680 + }, + { + "epoch": 5.1, + "learning_rate": 4.988031119090365e-05, + "loss": 0.2195, + "step": 5690 + }, + { + "epoch": 5.11, + "learning_rate": 4.9870337123478956e-05, + "loss": 0.221, + "step": 5700 + }, + { + "epoch": 5.12, + "learning_rate": 4.986036305605426e-05, + "loss": 0.2159, + "step": 5710 + }, + { + "epoch": 5.13, + "learning_rate": 4.985038898862957e-05, + "loss": 0.2517, + "step": 5720 + }, + { + "epoch": 5.14, + "learning_rate": 4.984041492120487e-05, + "loss": 0.1899, + "step": 5730 + }, + { + "epoch": 5.15, + "learning_rate": 4.9830440853780174e-05, + "loss": 0.188, + "step": 5740 + }, + { + "epoch": 5.16, + "learning_rate": 4.982046678635548e-05, + "loss": 0.2629, + "step": 5750 + }, + { + "epoch": 5.17, + "learning_rate": 4.9810492718930786e-05, + "loss": 0.1955, + "step": 5760 + }, + { + "epoch": 5.18, + "learning_rate": 4.9800518651506086e-05, + "loss": 0.211, + "step": 5770 + }, + { + "epoch": 5.19, + "learning_rate": 4.979054458408139e-05, + "loss": 0.2094, + "step": 5780 + }, + { + "epoch": 5.19, + "learning_rate": 4.978057051665669e-05, + "loss": 0.1961, + "step": 5790 + }, + { + "epoch": 5.2, + "learning_rate": 4.9770596449232e-05, + "loss": 0.2094, + "step": 5800 + }, + { + "epoch": 5.21, + "learning_rate": 4.9760622381807304e-05, + "loss": 0.1873, + "step": 5810 + }, + { + "epoch": 5.22, + "learning_rate": 4.975064831438261e-05, + "loss": 0.2139, + "step": 5820 + }, + { + "epoch": 5.23, + "learning_rate": 4.9740674246957916e-05, + "loss": 0.2314, + "step": 5830 + }, + { + "epoch": 5.24, + "learning_rate": 4.9730700179533215e-05, + "loss": 0.2177, + "step": 5840 + }, + { + "epoch": 5.25, + "learning_rate": 4.9720726112108515e-05, + "loss": 0.2068, + "step": 5850 + }, + { + "epoch": 5.26, + "learning_rate": 4.971075204468382e-05, + "loss": 0.1825, + "step": 5860 + }, + { + "epoch": 5.27, + "learning_rate": 4.970077797725913e-05, + "loss": 0.2621, + "step": 5870 + }, + { + "epoch": 5.27, + "learning_rate": 4.969080390983443e-05, + "loss": 0.1762, + "step": 5880 + }, + { + "epoch": 5.28, + "learning_rate": 4.968082984240974e-05, + "loss": 0.2026, + "step": 5890 + }, + { + "epoch": 5.29, + "learning_rate": 4.967085577498504e-05, + "loss": 0.1896, + "step": 5900 + }, + { + "epoch": 5.3, + "learning_rate": 4.9660881707560345e-05, + "loss": 0.2083, + "step": 5910 + }, + { + "epoch": 5.31, + "learning_rate": 4.965090764013565e-05, + "loss": 0.2006, + "step": 5920 + }, + { + "epoch": 5.32, + "learning_rate": 4.964093357271095e-05, + "loss": 0.2536, + "step": 5930 + }, + { + "epoch": 5.33, + "learning_rate": 4.963095950528626e-05, + "loss": 0.233, + "step": 5940 + }, + { + "epoch": 5.34, + "learning_rate": 4.962098543786156e-05, + "loss": 0.1991, + "step": 5950 + }, + { + "epoch": 5.35, + "learning_rate": 4.961101137043687e-05, + "loss": 0.1913, + "step": 5960 + }, + { + "epoch": 5.36, + "learning_rate": 4.960103730301217e-05, + "loss": 0.2553, + "step": 5970 + }, + { + "epoch": 5.36, + "learning_rate": 4.9591063235587475e-05, + "loss": 0.22, + "step": 5980 + }, + { + "epoch": 5.37, + "learning_rate": 4.958108916816278e-05, + "loss": 0.1851, + "step": 5990 + }, + { + "epoch": 5.38, + "learning_rate": 4.957111510073809e-05, + "loss": 0.2366, + "step": 6000 + }, + { + "epoch": 5.39, + "learning_rate": 4.956114103331339e-05, + "loss": 0.1834, + "step": 6010 + }, + { + "epoch": 5.4, + "learning_rate": 4.955116696588869e-05, + "loss": 0.1908, + "step": 6020 + }, + { + "epoch": 5.41, + "learning_rate": 4.954119289846399e-05, + "loss": 0.1859, + "step": 6030 + }, + { + "epoch": 5.42, + "learning_rate": 4.95312188310393e-05, + "loss": 0.2187, + "step": 6040 + }, + { + "epoch": 5.43, + "learning_rate": 4.9521244763614605e-05, + "loss": 0.1675, + "step": 6050 + }, + { + "epoch": 5.44, + "learning_rate": 4.951127069618991e-05, + "loss": 0.227, + "step": 6060 + }, + { + "epoch": 5.45, + "learning_rate": 4.950129662876522e-05, + "loss": 0.2286, + "step": 6070 + }, + { + "epoch": 5.45, + "learning_rate": 4.9491322561340517e-05, + "loss": 0.2063, + "step": 6080 + }, + { + "epoch": 5.46, + "learning_rate": 4.9481348493915816e-05, + "loss": 0.193, + "step": 6090 + }, + { + "epoch": 5.47, + "learning_rate": 4.947137442649112e-05, + "loss": 0.1823, + "step": 6100 + }, + { + "epoch": 5.48, + "learning_rate": 4.946140035906643e-05, + "loss": 0.2303, + "step": 6110 + }, + { + "epoch": 5.49, + "learning_rate": 4.9451426291641735e-05, + "loss": 0.1933, + "step": 6120 + }, + { + "epoch": 5.5, + "learning_rate": 4.944145222421704e-05, + "loss": 0.2238, + "step": 6130 + }, + { + "epoch": 5.51, + "learning_rate": 4.943147815679234e-05, + "loss": 0.1762, + "step": 6140 + }, + { + "epoch": 5.52, + "learning_rate": 4.9421504089367646e-05, + "loss": 0.2441, + "step": 6150 + }, + { + "epoch": 5.53, + "learning_rate": 4.941153002194295e-05, + "loss": 0.1548, + "step": 6160 + }, + { + "epoch": 5.53, + "learning_rate": 4.940155595451825e-05, + "loss": 0.2052, + "step": 6170 + }, + { + "epoch": 5.54, + "learning_rate": 4.939158188709356e-05, + "loss": 0.1747, + "step": 6180 + }, + { + "epoch": 5.55, + "learning_rate": 4.9381607819668864e-05, + "loss": 0.1918, + "step": 6190 + }, + { + "epoch": 5.56, + "learning_rate": 4.937163375224417e-05, + "loss": 0.1776, + "step": 6200 + }, + { + "epoch": 5.57, + "learning_rate": 4.936165968481947e-05, + "loss": 0.2143, + "step": 6210 + }, + { + "epoch": 5.58, + "learning_rate": 4.9351685617394776e-05, + "loss": 0.2272, + "step": 6220 + }, + { + "epoch": 5.59, + "learning_rate": 4.934171154997008e-05, + "loss": 0.2238, + "step": 6230 + }, + { + "epoch": 5.6, + "learning_rate": 4.933173748254539e-05, + "loss": 0.215, + "step": 6240 + }, + { + "epoch": 5.61, + "learning_rate": 4.932176341512069e-05, + "loss": 0.2505, + "step": 6250 + }, + { + "epoch": 5.62, + "learning_rate": 4.9311789347695994e-05, + "loss": 0.193, + "step": 6260 + }, + { + "epoch": 5.62, + "learning_rate": 4.9301815280271294e-05, + "loss": 0.2112, + "step": 6270 + }, + { + "epoch": 5.63, + "learning_rate": 4.92918412128466e-05, + "loss": 0.1776, + "step": 6280 + }, + { + "epoch": 5.64, + "learning_rate": 4.9281867145421906e-05, + "loss": 0.1934, + "step": 6290 + }, + { + "epoch": 5.65, + "learning_rate": 4.927189307799721e-05, + "loss": 0.1629, + "step": 6300 + }, + { + "epoch": 5.66, + "learning_rate": 4.926191901057252e-05, + "loss": 0.2348, + "step": 6310 + }, + { + "epoch": 5.67, + "learning_rate": 4.925194494314782e-05, + "loss": 0.2408, + "step": 6320 + }, + { + "epoch": 5.68, + "learning_rate": 4.924197087572312e-05, + "loss": 0.1725, + "step": 6330 + }, + { + "epoch": 5.69, + "learning_rate": 4.923199680829842e-05, + "loss": 0.1752, + "step": 6340 + }, + { + "epoch": 5.7, + "learning_rate": 4.922202274087373e-05, + "loss": 0.185, + "step": 6350 + }, + { + "epoch": 5.71, + "learning_rate": 4.9212048673449036e-05, + "loss": 0.2098, + "step": 6360 + }, + { + "epoch": 5.71, + "learning_rate": 4.920207460602434e-05, + "loss": 0.2003, + "step": 6370 + }, + { + "epoch": 5.72, + "learning_rate": 4.919210053859965e-05, + "loss": 0.2272, + "step": 6380 + }, + { + "epoch": 5.73, + "learning_rate": 4.918212647117495e-05, + "loss": 0.2392, + "step": 6390 + }, + { + "epoch": 5.74, + "learning_rate": 4.917215240375025e-05, + "loss": 0.2252, + "step": 6400 + }, + { + "epoch": 5.75, + "learning_rate": 4.916217833632555e-05, + "loss": 0.1832, + "step": 6410 + }, + { + "epoch": 5.76, + "learning_rate": 4.915220426890086e-05, + "loss": 0.1667, + "step": 6420 + }, + { + "epoch": 5.77, + "learning_rate": 4.9142230201476165e-05, + "loss": 0.2217, + "step": 6430 + }, + { + "epoch": 5.78, + "learning_rate": 4.913225613405147e-05, + "loss": 0.1898, + "step": 6440 + }, + { + "epoch": 5.79, + "learning_rate": 4.912228206662677e-05, + "loss": 0.2141, + "step": 6450 + }, + { + "epoch": 5.8, + "learning_rate": 4.911230799920208e-05, + "loss": 0.1524, + "step": 6460 + }, + { + "epoch": 5.8, + "learning_rate": 4.9102333931777383e-05, + "loss": 0.1946, + "step": 6470 + }, + { + "epoch": 5.81, + "learning_rate": 4.909235986435268e-05, + "loss": 0.2343, + "step": 6480 + }, + { + "epoch": 5.82, + "learning_rate": 4.908238579692799e-05, + "loss": 0.1926, + "step": 6490 + }, + { + "epoch": 5.83, + "learning_rate": 4.9072411729503295e-05, + "loss": 0.1683, + "step": 6500 + }, + { + "epoch": 5.84, + "learning_rate": 4.9062437662078595e-05, + "loss": 0.188, + "step": 6510 + }, + { + "epoch": 5.85, + "learning_rate": 4.90524635946539e-05, + "loss": 0.2279, + "step": 6520 + }, + { + "epoch": 5.86, + "learning_rate": 4.904248952722921e-05, + "loss": 0.1946, + "step": 6530 + }, + { + "epoch": 5.87, + "learning_rate": 4.903251545980451e-05, + "loss": 0.1914, + "step": 6540 + }, + { + "epoch": 5.88, + "learning_rate": 4.902254139237982e-05, + "loss": 0.1413, + "step": 6550 + }, + { + "epoch": 5.88, + "learning_rate": 4.901256732495512e-05, + "loss": 0.2083, + "step": 6560 + }, + { + "epoch": 5.89, + "learning_rate": 4.900259325753042e-05, + "loss": 0.1975, + "step": 6570 + }, + { + "epoch": 5.9, + "learning_rate": 4.8992619190105724e-05, + "loss": 0.1888, + "step": 6580 + }, + { + "epoch": 5.91, + "learning_rate": 4.898264512268103e-05, + "loss": 0.1991, + "step": 6590 + }, + { + "epoch": 5.92, + "learning_rate": 4.897267105525634e-05, + "loss": 0.1945, + "step": 6600 + }, + { + "epoch": 5.93, + "learning_rate": 4.896269698783164e-05, + "loss": 0.1908, + "step": 6610 + }, + { + "epoch": 5.94, + "learning_rate": 4.895272292040695e-05, + "loss": 0.1826, + "step": 6620 + }, + { + "epoch": 5.95, + "learning_rate": 4.894274885298225e-05, + "loss": 0.1633, + "step": 6630 + }, + { + "epoch": 5.96, + "learning_rate": 4.893277478555755e-05, + "loss": 0.2038, + "step": 6640 + }, + { + "epoch": 5.97, + "learning_rate": 4.8922800718132854e-05, + "loss": 0.1872, + "step": 6650 + }, + { + "epoch": 5.97, + "learning_rate": 4.891282665070816e-05, + "loss": 0.1859, + "step": 6660 + }, + { + "epoch": 5.98, + "learning_rate": 4.890285258328347e-05, + "loss": 0.2032, + "step": 6670 + }, + { + "epoch": 5.99, + "learning_rate": 4.889287851585877e-05, + "loss": 0.2241, + "step": 6680 + }, + { + "epoch": 6.0, + "eval_accuracy": { + "accuracy": 0.9605292666517157 + }, + "eval_f1": { + "f1": 0.9584812990028835 + }, + "eval_loss": 0.11326823383569717, + "eval_precision": { + "precision": 0.9604748305069212 + }, + "eval_recall": { + "recall": 0.9567171466267748 + }, + "eval_runtime": 164.5128, + "eval_samples_per_second": 108.417, + "eval_steps_per_second": 6.778, + "step": 6688 + }, + { + "epoch": 6.0, + "learning_rate": 4.888290444843407e-05, + "loss": 0.2208, + "step": 6690 + }, + { + "epoch": 6.01, + "learning_rate": 4.887293038100938e-05, + "loss": 0.1563, + "step": 6700 + }, + { + "epoch": 6.02, + "learning_rate": 4.8862956313584685e-05, + "loss": 0.2045, + "step": 6710 + }, + { + "epoch": 6.03, + "learning_rate": 4.8852982246159984e-05, + "loss": 0.2119, + "step": 6720 + }, + { + "epoch": 6.04, + "learning_rate": 4.884300817873529e-05, + "loss": 0.1606, + "step": 6730 + }, + { + "epoch": 6.05, + "learning_rate": 4.8833034111310596e-05, + "loss": 0.1847, + "step": 6740 + }, + { + "epoch": 6.06, + "learning_rate": 4.8823060043885896e-05, + "loss": 0.1676, + "step": 6750 + }, + { + "epoch": 6.06, + "learning_rate": 4.88130859764612e-05, + "loss": 0.1854, + "step": 6760 + }, + { + "epoch": 6.07, + "learning_rate": 4.880311190903651e-05, + "loss": 0.2056, + "step": 6770 + }, + { + "epoch": 6.08, + "learning_rate": 4.8793137841611814e-05, + "loss": 0.1767, + "step": 6780 + }, + { + "epoch": 6.09, + "learning_rate": 4.878316377418712e-05, + "loss": 0.1851, + "step": 6790 + }, + { + "epoch": 6.1, + "learning_rate": 4.877318970676242e-05, + "loss": 0.183, + "step": 6800 + }, + { + "epoch": 6.11, + "learning_rate": 4.876321563933772e-05, + "loss": 0.1944, + "step": 6810 + }, + { + "epoch": 6.12, + "learning_rate": 4.8753241571913026e-05, + "loss": 0.1925, + "step": 6820 + }, + { + "epoch": 6.13, + "learning_rate": 4.874326750448833e-05, + "loss": 0.2301, + "step": 6830 + }, + { + "epoch": 6.14, + "learning_rate": 4.873329343706364e-05, + "loss": 0.1632, + "step": 6840 + }, + { + "epoch": 6.14, + "learning_rate": 4.8723319369638944e-05, + "loss": 0.1924, + "step": 6850 + }, + { + "epoch": 6.15, + "learning_rate": 4.871334530221425e-05, + "loss": 0.1527, + "step": 6860 + }, + { + "epoch": 6.16, + "learning_rate": 4.870337123478955e-05, + "loss": 0.2015, + "step": 6870 + }, + { + "epoch": 6.17, + "learning_rate": 4.869339716736485e-05, + "loss": 0.2006, + "step": 6880 + }, + { + "epoch": 6.18, + "learning_rate": 4.8683423099940155e-05, + "loss": 0.1515, + "step": 6890 + }, + { + "epoch": 6.19, + "learning_rate": 4.867344903251546e-05, + "loss": 0.1969, + "step": 6900 + }, + { + "epoch": 6.2, + "learning_rate": 4.866347496509077e-05, + "loss": 0.2036, + "step": 6910 + }, + { + "epoch": 6.21, + "learning_rate": 4.8653500897666074e-05, + "loss": 0.1788, + "step": 6920 + }, + { + "epoch": 6.22, + "learning_rate": 4.8643526830241373e-05, + "loss": 0.1581, + "step": 6930 + }, + { + "epoch": 6.23, + "learning_rate": 4.863355276281668e-05, + "loss": 0.1733, + "step": 6940 + }, + { + "epoch": 6.23, + "learning_rate": 4.8623578695391986e-05, + "loss": 0.1951, + "step": 6950 + }, + { + "epoch": 6.24, + "learning_rate": 4.8613604627967285e-05, + "loss": 0.1607, + "step": 6960 + }, + { + "epoch": 6.25, + "learning_rate": 4.860363056054259e-05, + "loss": 0.2152, + "step": 6970 + }, + { + "epoch": 6.26, + "learning_rate": 4.85936564931179e-05, + "loss": 0.1884, + "step": 6980 + }, + { + "epoch": 6.27, + "learning_rate": 4.85836824256932e-05, + "loss": 0.196, + "step": 6990 + }, + { + "epoch": 6.28, + "learning_rate": 4.85737083582685e-05, + "loss": 0.1845, + "step": 7000 + }, + { + "epoch": 6.29, + "learning_rate": 4.856373429084381e-05, + "loss": 0.1394, + "step": 7010 + }, + { + "epoch": 6.3, + "learning_rate": 4.8553760223419116e-05, + "loss": 0.2307, + "step": 7020 + }, + { + "epoch": 6.31, + "learning_rate": 4.854378615599442e-05, + "loss": 0.142, + "step": 7030 + }, + { + "epoch": 6.32, + "learning_rate": 4.853381208856972e-05, + "loss": 0.1859, + "step": 7040 + }, + { + "epoch": 6.32, + "learning_rate": 4.852383802114502e-05, + "loss": 0.2221, + "step": 7050 + }, + { + "epoch": 6.33, + "learning_rate": 4.851386395372033e-05, + "loss": 0.1906, + "step": 7060 + }, + { + "epoch": 6.34, + "learning_rate": 4.850388988629563e-05, + "loss": 0.1679, + "step": 7070 + }, + { + "epoch": 6.35, + "learning_rate": 4.849391581887094e-05, + "loss": 0.1754, + "step": 7080 + }, + { + "epoch": 6.36, + "learning_rate": 4.8483941751446245e-05, + "loss": 0.1901, + "step": 7090 + }, + { + "epoch": 6.37, + "learning_rate": 4.847396768402155e-05, + "loss": 0.1671, + "step": 7100 + }, + { + "epoch": 6.38, + "learning_rate": 4.846399361659685e-05, + "loss": 0.2069, + "step": 7110 + }, + { + "epoch": 6.39, + "learning_rate": 4.845401954917215e-05, + "loss": 0.1864, + "step": 7120 + }, + { + "epoch": 6.4, + "learning_rate": 4.8444045481747457e-05, + "loss": 0.1979, + "step": 7130 + }, + { + "epoch": 6.41, + "learning_rate": 4.843407141432276e-05, + "loss": 0.1953, + "step": 7140 + }, + { + "epoch": 6.41, + "learning_rate": 4.842409734689807e-05, + "loss": 0.2274, + "step": 7150 + }, + { + "epoch": 6.42, + "learning_rate": 4.8414123279473375e-05, + "loss": 0.1881, + "step": 7160 + }, + { + "epoch": 6.43, + "learning_rate": 4.8404149212048675e-05, + "loss": 0.213, + "step": 7170 + }, + { + "epoch": 6.44, + "learning_rate": 4.839417514462398e-05, + "loss": 0.1931, + "step": 7180 + }, + { + "epoch": 6.45, + "learning_rate": 4.838420107719928e-05, + "loss": 0.191, + "step": 7190 + }, + { + "epoch": 6.46, + "learning_rate": 4.8374227009774586e-05, + "loss": 0.1893, + "step": 7200 + }, + { + "epoch": 6.47, + "learning_rate": 4.836425294234989e-05, + "loss": 0.1639, + "step": 7210 + }, + { + "epoch": 6.48, + "learning_rate": 4.83542788749252e-05, + "loss": 0.1494, + "step": 7220 + }, + { + "epoch": 6.49, + "learning_rate": 4.83443048075005e-05, + "loss": 0.2012, + "step": 7230 + }, + { + "epoch": 6.49, + "learning_rate": 4.8334330740075804e-05, + "loss": 0.246, + "step": 7240 + }, + { + "epoch": 6.5, + "learning_rate": 4.832435667265111e-05, + "loss": 0.1742, + "step": 7250 + }, + { + "epoch": 6.51, + "learning_rate": 4.831438260522642e-05, + "loss": 0.1408, + "step": 7260 + }, + { + "epoch": 6.52, + "learning_rate": 4.8304408537801716e-05, + "loss": 0.1961, + "step": 7270 + }, + { + "epoch": 6.53, + "learning_rate": 4.829443447037702e-05, + "loss": 0.2584, + "step": 7280 + }, + { + "epoch": 6.54, + "learning_rate": 4.828446040295232e-05, + "loss": 0.1761, + "step": 7290 + }, + { + "epoch": 6.55, + "learning_rate": 4.827448633552763e-05, + "loss": 0.2035, + "step": 7300 + }, + { + "epoch": 6.56, + "learning_rate": 4.8264512268102934e-05, + "loss": 0.2017, + "step": 7310 + }, + { + "epoch": 6.57, + "learning_rate": 4.825453820067824e-05, + "loss": 0.1807, + "step": 7320 + }, + { + "epoch": 6.58, + "learning_rate": 4.8244564133253547e-05, + "loss": 0.1653, + "step": 7330 + }, + { + "epoch": 6.58, + "learning_rate": 4.823459006582885e-05, + "loss": 0.1892, + "step": 7340 + }, + { + "epoch": 6.59, + "learning_rate": 4.822461599840415e-05, + "loss": 0.1663, + "step": 7350 + }, + { + "epoch": 6.6, + "learning_rate": 4.821464193097945e-05, + "loss": 0.1638, + "step": 7360 + }, + { + "epoch": 6.61, + "learning_rate": 4.820466786355476e-05, + "loss": 0.2148, + "step": 7370 + }, + { + "epoch": 6.62, + "learning_rate": 4.8194693796130064e-05, + "loss": 0.1801, + "step": 7380 + }, + { + "epoch": 6.63, + "learning_rate": 4.818471972870537e-05, + "loss": 0.2135, + "step": 7390 + }, + { + "epoch": 6.64, + "learning_rate": 4.8174745661280676e-05, + "loss": 0.1737, + "step": 7400 + }, + { + "epoch": 6.65, + "learning_rate": 4.8164771593855976e-05, + "loss": 0.1583, + "step": 7410 + }, + { + "epoch": 6.66, + "learning_rate": 4.815479752643128e-05, + "loss": 0.1403, + "step": 7420 + }, + { + "epoch": 6.67, + "learning_rate": 4.814482345900658e-05, + "loss": 0.223, + "step": 7430 + }, + { + "epoch": 6.67, + "learning_rate": 4.813484939158189e-05, + "loss": 0.1794, + "step": 7440 + }, + { + "epoch": 6.68, + "learning_rate": 4.8124875324157194e-05, + "loss": 0.182, + "step": 7450 + }, + { + "epoch": 6.69, + "learning_rate": 4.81149012567325e-05, + "loss": 0.1429, + "step": 7460 + }, + { + "epoch": 6.7, + "learning_rate": 4.81049271893078e-05, + "loss": 0.1657, + "step": 7470 + }, + { + "epoch": 6.71, + "learning_rate": 4.8094953121883106e-05, + "loss": 0.1623, + "step": 7480 + }, + { + "epoch": 6.72, + "learning_rate": 4.808497905445841e-05, + "loss": 0.2058, + "step": 7490 + }, + { + "epoch": 6.73, + "learning_rate": 4.807500498703372e-05, + "loss": 0.1683, + "step": 7500 + }, + { + "epoch": 6.74, + "learning_rate": 4.806503091960902e-05, + "loss": 0.1531, + "step": 7510 + }, + { + "epoch": 6.75, + "learning_rate": 4.8055056852184324e-05, + "loss": 0.1793, + "step": 7520 + }, + { + "epoch": 6.75, + "learning_rate": 4.804508278475963e-05, + "loss": 0.1785, + "step": 7530 + }, + { + "epoch": 6.76, + "learning_rate": 4.803510871733493e-05, + "loss": 0.2247, + "step": 7540 + }, + { + "epoch": 6.77, + "learning_rate": 4.8025134649910235e-05, + "loss": 0.1673, + "step": 7550 + }, + { + "epoch": 6.78, + "learning_rate": 4.801516058248554e-05, + "loss": 0.2173, + "step": 7560 + }, + { + "epoch": 6.79, + "learning_rate": 4.800518651506085e-05, + "loss": 0.1675, + "step": 7570 + }, + { + "epoch": 6.8, + "learning_rate": 4.7995212447636154e-05, + "loss": 0.2222, + "step": 7580 + }, + { + "epoch": 6.81, + "learning_rate": 4.798523838021145e-05, + "loss": 0.2106, + "step": 7590 + }, + { + "epoch": 6.82, + "learning_rate": 4.797526431278675e-05, + "loss": 0.177, + "step": 7600 + }, + { + "epoch": 6.83, + "learning_rate": 4.796529024536206e-05, + "loss": 0.1841, + "step": 7610 + }, + { + "epoch": 6.84, + "learning_rate": 4.7955316177937365e-05, + "loss": 0.16, + "step": 7620 + }, + { + "epoch": 6.84, + "learning_rate": 4.794534211051267e-05, + "loss": 0.1899, + "step": 7630 + }, + { + "epoch": 6.85, + "learning_rate": 4.793536804308798e-05, + "loss": 0.1864, + "step": 7640 + }, + { + "epoch": 6.86, + "learning_rate": 4.792539397566328e-05, + "loss": 0.137, + "step": 7650 + }, + { + "epoch": 6.87, + "learning_rate": 4.791541990823858e-05, + "loss": 0.1933, + "step": 7660 + }, + { + "epoch": 6.88, + "learning_rate": 4.790544584081388e-05, + "loss": 0.1269, + "step": 7670 + }, + { + "epoch": 6.89, + "learning_rate": 4.789547177338919e-05, + "loss": 0.2185, + "step": 7680 + }, + { + "epoch": 6.9, + "learning_rate": 4.7885497705964495e-05, + "loss": 0.1833, + "step": 7690 + }, + { + "epoch": 6.91, + "learning_rate": 4.78755236385398e-05, + "loss": 0.1457, + "step": 7700 + }, + { + "epoch": 6.92, + "learning_rate": 4.78655495711151e-05, + "loss": 0.1443, + "step": 7710 + }, + { + "epoch": 6.93, + "learning_rate": 4.785557550369041e-05, + "loss": 0.1887, + "step": 7720 + }, + { + "epoch": 6.93, + "learning_rate": 4.784560143626571e-05, + "loss": 0.1302, + "step": 7730 + }, + { + "epoch": 6.94, + "learning_rate": 4.783562736884102e-05, + "loss": 0.1741, + "step": 7740 + }, + { + "epoch": 6.95, + "learning_rate": 4.782565330141632e-05, + "loss": 0.1816, + "step": 7750 + }, + { + "epoch": 6.96, + "learning_rate": 4.7815679233991625e-05, + "loss": 0.1846, + "step": 7760 + }, + { + "epoch": 6.97, + "learning_rate": 4.780570516656693e-05, + "loss": 0.1754, + "step": 7770 + }, + { + "epoch": 6.98, + "learning_rate": 4.779573109914223e-05, + "loss": 0.1595, + "step": 7780 + }, + { + "epoch": 6.99, + "learning_rate": 4.7785757031717536e-05, + "loss": 0.185, + "step": 7790 + }, + { + "epoch": 7.0, + "learning_rate": 4.777578296429284e-05, + "loss": 0.2375, + "step": 7800 + }, + { + "epoch": 7.0, + "eval_accuracy": { + "accuracy": 0.9638932496075353 + }, + "eval_f1": { + "f1": 0.9615520166695122 + }, + "eval_loss": 0.11376180499792099, + "eval_precision": { + "precision": 0.9628392910079963 + }, + "eval_recall": { + "recall": 0.9605232709871921 + }, + "eval_runtime": 164.872, + "eval_samples_per_second": 108.181, + "eval_steps_per_second": 6.763, + "step": 7803 + }, + { + "epoch": 7.01, + "learning_rate": 4.776580889686815e-05, + "loss": 0.1583, + "step": 7810 + }, + { + "epoch": 7.02, + "learning_rate": 4.775583482944345e-05, + "loss": 0.1386, + "step": 7820 + }, + { + "epoch": 7.02, + "learning_rate": 4.7745860762018754e-05, + "loss": 0.1907, + "step": 7830 + }, + { + "epoch": 7.03, + "learning_rate": 4.7735886694594054e-05, + "loss": 0.1828, + "step": 7840 + }, + { + "epoch": 7.04, + "learning_rate": 4.772591262716936e-05, + "loss": 0.2087, + "step": 7850 + }, + { + "epoch": 7.05, + "learning_rate": 4.7715938559744666e-05, + "loss": 0.1745, + "step": 7860 + }, + { + "epoch": 7.06, + "learning_rate": 4.770596449231997e-05, + "loss": 0.1646, + "step": 7870 + }, + { + "epoch": 7.07, + "learning_rate": 4.769599042489528e-05, + "loss": 0.1477, + "step": 7880 + }, + { + "epoch": 7.08, + "learning_rate": 4.768601635747058e-05, + "loss": 0.1652, + "step": 7890 + }, + { + "epoch": 7.09, + "learning_rate": 4.767604229004588e-05, + "loss": 0.1279, + "step": 7900 + }, + { + "epoch": 7.1, + "learning_rate": 4.7666068222621184e-05, + "loss": 0.1598, + "step": 7910 + }, + { + "epoch": 7.1, + "learning_rate": 4.765609415519649e-05, + "loss": 0.1724, + "step": 7920 + }, + { + "epoch": 7.11, + "learning_rate": 4.7646120087771796e-05, + "loss": 0.1433, + "step": 7930 + }, + { + "epoch": 7.12, + "learning_rate": 4.76361460203471e-05, + "loss": 0.1708, + "step": 7940 + }, + { + "epoch": 7.13, + "learning_rate": 4.76261719529224e-05, + "loss": 0.2265, + "step": 7950 + }, + { + "epoch": 7.14, + "learning_rate": 4.761619788549771e-05, + "loss": 0.1611, + "step": 7960 + }, + { + "epoch": 7.15, + "learning_rate": 4.7606223818073014e-05, + "loss": 0.1753, + "step": 7970 + }, + { + "epoch": 7.16, + "learning_rate": 4.7596249750648313e-05, + "loss": 0.1625, + "step": 7980 + }, + { + "epoch": 7.17, + "learning_rate": 4.758627568322362e-05, + "loss": 0.1698, + "step": 7990 + }, + { + "epoch": 7.18, + "learning_rate": 4.7576301615798926e-05, + "loss": 0.178, + "step": 8000 + }, + { + "epoch": 7.19, + "learning_rate": 4.756632754837423e-05, + "loss": 0.1586, + "step": 8010 + }, + { + "epoch": 7.19, + "learning_rate": 4.755635348094953e-05, + "loss": 0.1753, + "step": 8020 + }, + { + "epoch": 7.2, + "learning_rate": 4.754637941352484e-05, + "loss": 0.1779, + "step": 8030 + }, + { + "epoch": 7.21, + "learning_rate": 4.7536405346100144e-05, + "loss": 0.1448, + "step": 8040 + }, + { + "epoch": 7.22, + "learning_rate": 4.752643127867545e-05, + "loss": 0.1181, + "step": 8050 + }, + { + "epoch": 7.23, + "learning_rate": 4.751645721125075e-05, + "loss": 0.1578, + "step": 8060 + }, + { + "epoch": 7.24, + "learning_rate": 4.7506483143826056e-05, + "loss": 0.1995, + "step": 8070 + }, + { + "epoch": 7.25, + "learning_rate": 4.7496509076401355e-05, + "loss": 0.1534, + "step": 8080 + }, + { + "epoch": 7.26, + "learning_rate": 4.748653500897666e-05, + "loss": 0.2371, + "step": 8090 + }, + { + "epoch": 7.27, + "learning_rate": 4.747656094155197e-05, + "loss": 0.1536, + "step": 8100 + }, + { + "epoch": 7.28, + "learning_rate": 4.7466586874127274e-05, + "loss": 0.1394, + "step": 8110 + }, + { + "epoch": 7.28, + "learning_rate": 4.745661280670258e-05, + "loss": 0.1179, + "step": 8120 + }, + { + "epoch": 7.29, + "learning_rate": 4.744663873927788e-05, + "loss": 0.1618, + "step": 8130 + }, + { + "epoch": 7.3, + "learning_rate": 4.743666467185318e-05, + "loss": 0.2594, + "step": 8140 + }, + { + "epoch": 7.31, + "learning_rate": 4.7426690604428485e-05, + "loss": 0.1362, + "step": 8150 + }, + { + "epoch": 7.32, + "learning_rate": 4.741671653700379e-05, + "loss": 0.1336, + "step": 8160 + }, + { + "epoch": 7.33, + "learning_rate": 4.74067424695791e-05, + "loss": 0.1538, + "step": 8170 + }, + { + "epoch": 7.34, + "learning_rate": 4.7396768402154403e-05, + "loss": 0.1864, + "step": 8180 + }, + { + "epoch": 7.35, + "learning_rate": 4.73867943347297e-05, + "loss": 0.159, + "step": 8190 + }, + { + "epoch": 7.36, + "learning_rate": 4.737682026730501e-05, + "loss": 0.1712, + "step": 8200 + }, + { + "epoch": 7.36, + "learning_rate": 4.7366846199880315e-05, + "loss": 0.1728, + "step": 8210 + }, + { + "epoch": 7.37, + "learning_rate": 4.7356872132455615e-05, + "loss": 0.2012, + "step": 8220 + }, + { + "epoch": 7.38, + "learning_rate": 4.734689806503092e-05, + "loss": 0.1781, + "step": 8230 + }, + { + "epoch": 7.39, + "learning_rate": 4.733692399760623e-05, + "loss": 0.1474, + "step": 8240 + }, + { + "epoch": 7.4, + "learning_rate": 4.732694993018153e-05, + "loss": 0.1959, + "step": 8250 + }, + { + "epoch": 7.41, + "learning_rate": 4.731697586275683e-05, + "loss": 0.1493, + "step": 8260 + }, + { + "epoch": 7.42, + "learning_rate": 4.730700179533214e-05, + "loss": 0.1826, + "step": 8270 + }, + { + "epoch": 7.43, + "learning_rate": 4.7297027727907445e-05, + "loss": 0.187, + "step": 8280 + }, + { + "epoch": 7.44, + "learning_rate": 4.728705366048275e-05, + "loss": 0.1651, + "step": 8290 + }, + { + "epoch": 7.45, + "learning_rate": 4.727707959305805e-05, + "loss": 0.1475, + "step": 8300 + }, + { + "epoch": 7.45, + "learning_rate": 4.726710552563336e-05, + "loss": 0.153, + "step": 8310 + }, + { + "epoch": 7.46, + "learning_rate": 4.7257131458208656e-05, + "loss": 0.1487, + "step": 8320 + }, + { + "epoch": 7.47, + "learning_rate": 4.724715739078396e-05, + "loss": 0.1971, + "step": 8330 + }, + { + "epoch": 7.48, + "learning_rate": 4.723718332335927e-05, + "loss": 0.173, + "step": 8340 + }, + { + "epoch": 7.49, + "learning_rate": 4.7227209255934575e-05, + "loss": 0.1757, + "step": 8350 + }, + { + "epoch": 7.5, + "learning_rate": 4.721723518850988e-05, + "loss": 0.1457, + "step": 8360 + }, + { + "epoch": 7.51, + "learning_rate": 4.720726112108518e-05, + "loss": 0.1425, + "step": 8370 + }, + { + "epoch": 7.52, + "learning_rate": 4.719728705366048e-05, + "loss": 0.1448, + "step": 8380 + }, + { + "epoch": 7.53, + "learning_rate": 4.7187312986235786e-05, + "loss": 0.1428, + "step": 8390 + }, + { + "epoch": 7.54, + "learning_rate": 4.717733891881109e-05, + "loss": 0.2053, + "step": 8400 + }, + { + "epoch": 7.54, + "learning_rate": 4.71673648513864e-05, + "loss": 0.1575, + "step": 8410 + }, + { + "epoch": 7.55, + "learning_rate": 4.7157390783961705e-05, + "loss": 0.1386, + "step": 8420 + }, + { + "epoch": 7.56, + "learning_rate": 4.7147416716537004e-05, + "loss": 0.1825, + "step": 8430 + }, + { + "epoch": 7.57, + "learning_rate": 4.713744264911231e-05, + "loss": 0.1415, + "step": 8440 + }, + { + "epoch": 7.58, + "learning_rate": 4.7127468581687616e-05, + "loss": 0.1635, + "step": 8450 + }, + { + "epoch": 7.59, + "learning_rate": 4.7117494514262916e-05, + "loss": 0.1666, + "step": 8460 + }, + { + "epoch": 7.6, + "learning_rate": 4.710752044683822e-05, + "loss": 0.1335, + "step": 8470 + }, + { + "epoch": 7.61, + "learning_rate": 4.709754637941353e-05, + "loss": 0.1482, + "step": 8480 + }, + { + "epoch": 7.62, + "learning_rate": 4.7087572311988834e-05, + "loss": 0.1565, + "step": 8490 + }, + { + "epoch": 7.63, + "learning_rate": 4.7077598244564134e-05, + "loss": 0.1826, + "step": 8500 + }, + { + "epoch": 7.63, + "learning_rate": 4.706762417713944e-05, + "loss": 0.1564, + "step": 8510 + }, + { + "epoch": 7.64, + "learning_rate": 4.7057650109714746e-05, + "loss": 0.1847, + "step": 8520 + }, + { + "epoch": 7.65, + "learning_rate": 4.704767604229005e-05, + "loss": 0.126, + "step": 8530 + }, + { + "epoch": 7.66, + "learning_rate": 4.703770197486535e-05, + "loss": 0.1683, + "step": 8540 + }, + { + "epoch": 7.67, + "learning_rate": 4.702772790744066e-05, + "loss": 0.1469, + "step": 8550 + }, + { + "epoch": 7.68, + "learning_rate": 4.701775384001596e-05, + "loss": 0.2163, + "step": 8560 + }, + { + "epoch": 7.69, + "learning_rate": 4.7007779772591264e-05, + "loss": 0.1879, + "step": 8570 + }, + { + "epoch": 7.7, + "learning_rate": 4.699780570516657e-05, + "loss": 0.1194, + "step": 8580 + }, + { + "epoch": 7.71, + "learning_rate": 4.6987831637741876e-05, + "loss": 0.1569, + "step": 8590 + }, + { + "epoch": 7.71, + "learning_rate": 4.697785757031718e-05, + "loss": 0.1821, + "step": 8600 + }, + { + "epoch": 7.72, + "learning_rate": 4.696788350289248e-05, + "loss": 0.1091, + "step": 8610 + }, + { + "epoch": 7.73, + "learning_rate": 4.695790943546778e-05, + "loss": 0.1731, + "step": 8620 + }, + { + "epoch": 7.74, + "learning_rate": 4.694793536804309e-05, + "loss": 0.1228, + "step": 8630 + }, + { + "epoch": 7.75, + "learning_rate": 4.693796130061839e-05, + "loss": 0.1568, + "step": 8640 + }, + { + "epoch": 7.76, + "learning_rate": 4.69279872331937e-05, + "loss": 0.1689, + "step": 8650 + }, + { + "epoch": 7.77, + "learning_rate": 4.6918013165769006e-05, + "loss": 0.1513, + "step": 8660 + }, + { + "epoch": 7.78, + "learning_rate": 4.690803909834431e-05, + "loss": 0.1785, + "step": 8670 + }, + { + "epoch": 7.79, + "learning_rate": 4.689806503091961e-05, + "loss": 0.1706, + "step": 8680 + }, + { + "epoch": 7.8, + "learning_rate": 4.688809096349491e-05, + "loss": 0.1457, + "step": 8690 + }, + { + "epoch": 7.8, + "learning_rate": 4.687811689607022e-05, + "loss": 0.1866, + "step": 8700 + }, + { + "epoch": 7.81, + "learning_rate": 4.686814282864552e-05, + "loss": 0.2145, + "step": 8710 + }, + { + "epoch": 7.82, + "learning_rate": 4.685816876122083e-05, + "loss": 0.1558, + "step": 8720 + }, + { + "epoch": 7.83, + "learning_rate": 4.6848194693796136e-05, + "loss": 0.178, + "step": 8730 + }, + { + "epoch": 7.84, + "learning_rate": 4.6838220626371435e-05, + "loss": 0.1722, + "step": 8740 + }, + { + "epoch": 7.85, + "learning_rate": 4.682824655894674e-05, + "loss": 0.1616, + "step": 8750 + }, + { + "epoch": 7.86, + "learning_rate": 4.681827249152205e-05, + "loss": 0.1963, + "step": 8760 + }, + { + "epoch": 7.87, + "learning_rate": 4.680829842409735e-05, + "loss": 0.1461, + "step": 8770 + }, + { + "epoch": 7.88, + "learning_rate": 4.679832435667265e-05, + "loss": 0.1803, + "step": 8780 + }, + { + "epoch": 7.89, + "learning_rate": 4.678835028924796e-05, + "loss": 0.1707, + "step": 8790 + }, + { + "epoch": 7.89, + "learning_rate": 4.677837622182326e-05, + "loss": 0.1378, + "step": 8800 + }, + { + "epoch": 7.9, + "learning_rate": 4.6768402154398565e-05, + "loss": 0.1328, + "step": 8810 + }, + { + "epoch": 7.91, + "learning_rate": 4.675842808697387e-05, + "loss": 0.1801, + "step": 8820 + }, + { + "epoch": 7.92, + "learning_rate": 4.674845401954918e-05, + "loss": 0.1892, + "step": 8830 + }, + { + "epoch": 7.93, + "learning_rate": 4.673847995212448e-05, + "loss": 0.1681, + "step": 8840 + }, + { + "epoch": 7.94, + "learning_rate": 4.672850588469978e-05, + "loss": 0.1814, + "step": 8850 + }, + { + "epoch": 7.95, + "learning_rate": 4.671853181727508e-05, + "loss": 0.1779, + "step": 8860 + }, + { + "epoch": 7.96, + "learning_rate": 4.670855774985039e-05, + "loss": 0.1453, + "step": 8870 + }, + { + "epoch": 7.97, + "learning_rate": 4.6698583682425695e-05, + "loss": 0.1376, + "step": 8880 + }, + { + "epoch": 7.97, + "learning_rate": 4.6688609615001e-05, + "loss": 0.1833, + "step": 8890 + }, + { + "epoch": 7.98, + "learning_rate": 4.667863554757631e-05, + "loss": 0.157, + "step": 8900 + }, + { + "epoch": 7.99, + "learning_rate": 4.666866148015161e-05, + "loss": 0.1946, + "step": 8910 + }, + { + "epoch": 8.0, + "eval_accuracy": { + "accuracy": 0.9682103610675039 + }, + "eval_f1": { + "f1": 0.9665726403969513 + }, + "eval_loss": 0.09346462041139603, + "eval_precision": { + "precision": 0.9677788948564787 + }, + "eval_recall": { + "recall": 0.9654971437363139 + }, + "eval_runtime": 230.3224, + "eval_samples_per_second": 77.439, + "eval_steps_per_second": 4.841, + "step": 8918 + }, + { + "epoch": 8.0, + "learning_rate": 4.665868741272691e-05, + "loss": 0.13, + "step": 8920 + }, + { + "epoch": 8.01, + "learning_rate": 4.664871334530221e-05, + "loss": 0.1427, + "step": 8930 + }, + { + "epoch": 8.02, + "learning_rate": 4.663873927787752e-05, + "loss": 0.134, + "step": 8940 + }, + { + "epoch": 8.03, + "learning_rate": 4.6628765210452824e-05, + "loss": 0.1438, + "step": 8950 + }, + { + "epoch": 8.04, + "learning_rate": 4.661879114302813e-05, + "loss": 0.1588, + "step": 8960 + }, + { + "epoch": 8.05, + "learning_rate": 4.660881707560344e-05, + "loss": 0.1759, + "step": 8970 + }, + { + "epoch": 8.06, + "learning_rate": 4.6598843008178736e-05, + "loss": 0.1587, + "step": 8980 + }, + { + "epoch": 8.06, + "learning_rate": 4.658886894075404e-05, + "loss": 0.1554, + "step": 8990 + }, + { + "epoch": 8.07, + "learning_rate": 4.657889487332935e-05, + "loss": 0.1699, + "step": 9000 + }, + { + "epoch": 8.08, + "learning_rate": 4.656892080590465e-05, + "loss": 0.1696, + "step": 9010 + }, + { + "epoch": 8.09, + "learning_rate": 4.6558946738479954e-05, + "loss": 0.1248, + "step": 9020 + }, + { + "epoch": 8.1, + "learning_rate": 4.654897267105526e-05, + "loss": 0.1347, + "step": 9030 + }, + { + "epoch": 8.11, + "learning_rate": 4.653899860363056e-05, + "loss": 0.1782, + "step": 9040 + }, + { + "epoch": 8.12, + "learning_rate": 4.6529024536205866e-05, + "loss": 0.1303, + "step": 9050 + }, + { + "epoch": 8.13, + "learning_rate": 4.651905046878117e-05, + "loss": 0.1749, + "step": 9060 + }, + { + "epoch": 8.14, + "learning_rate": 4.650907640135648e-05, + "loss": 0.1453, + "step": 9070 + }, + { + "epoch": 8.15, + "learning_rate": 4.6499102333931784e-05, + "loss": 0.1328, + "step": 9080 + }, + { + "epoch": 8.15, + "learning_rate": 4.6489128266507084e-05, + "loss": 0.1688, + "step": 9090 + }, + { + "epoch": 8.16, + "learning_rate": 4.647915419908238e-05, + "loss": 0.1408, + "step": 9100 + }, + { + "epoch": 8.17, + "learning_rate": 4.646918013165769e-05, + "loss": 0.1646, + "step": 9110 + }, + { + "epoch": 8.18, + "learning_rate": 4.6459206064232996e-05, + "loss": 0.1303, + "step": 9120 + }, + { + "epoch": 8.19, + "learning_rate": 4.64492319968083e-05, + "loss": 0.1341, + "step": 9130 + }, + { + "epoch": 8.2, + "learning_rate": 4.643925792938361e-05, + "loss": 0.1239, + "step": 9140 + }, + { + "epoch": 8.21, + "learning_rate": 4.6429283861958914e-05, + "loss": 0.2092, + "step": 9150 + }, + { + "epoch": 8.22, + "learning_rate": 4.6419309794534214e-05, + "loss": 0.2008, + "step": 9160 + }, + { + "epoch": 8.23, + "learning_rate": 4.640933572710951e-05, + "loss": 0.1682, + "step": 9170 + }, + { + "epoch": 8.24, + "learning_rate": 4.639936165968482e-05, + "loss": 0.1514, + "step": 9180 + }, + { + "epoch": 8.24, + "learning_rate": 4.6389387592260125e-05, + "loss": 0.1572, + "step": 9190 + }, + { + "epoch": 8.25, + "learning_rate": 4.637941352483543e-05, + "loss": 0.1411, + "step": 9200 + }, + { + "epoch": 8.26, + "learning_rate": 4.636943945741074e-05, + "loss": 0.1377, + "step": 9210 + }, + { + "epoch": 8.27, + "learning_rate": 4.635946538998604e-05, + "loss": 0.1551, + "step": 9220 + }, + { + "epoch": 8.28, + "learning_rate": 4.6349491322561343e-05, + "loss": 0.1678, + "step": 9230 + }, + { + "epoch": 8.29, + "learning_rate": 4.633951725513665e-05, + "loss": 0.1507, + "step": 9240 + }, + { + "epoch": 8.3, + "learning_rate": 4.632954318771195e-05, + "loss": 0.1749, + "step": 9250 + }, + { + "epoch": 8.31, + "learning_rate": 4.6319569120287255e-05, + "loss": 0.1652, + "step": 9260 + }, + { + "epoch": 8.32, + "learning_rate": 4.630959505286256e-05, + "loss": 0.1204, + "step": 9270 + }, + { + "epoch": 8.32, + "learning_rate": 4.629962098543786e-05, + "loss": 0.1848, + "step": 9280 + }, + { + "epoch": 8.33, + "learning_rate": 4.628964691801317e-05, + "loss": 0.1622, + "step": 9290 + }, + { + "epoch": 8.34, + "learning_rate": 4.627967285058847e-05, + "loss": 0.1577, + "step": 9300 + }, + { + "epoch": 8.35, + "learning_rate": 4.626969878316378e-05, + "loss": 0.1523, + "step": 9310 + }, + { + "epoch": 8.36, + "learning_rate": 4.625972471573908e-05, + "loss": 0.1554, + "step": 9320 + }, + { + "epoch": 8.37, + "learning_rate": 4.6249750648314385e-05, + "loss": 0.1719, + "step": 9330 + }, + { + "epoch": 8.38, + "learning_rate": 4.6239776580889684e-05, + "loss": 0.1434, + "step": 9340 + }, + { + "epoch": 8.39, + "learning_rate": 4.622980251346499e-05, + "loss": 0.1778, + "step": 9350 + }, + { + "epoch": 8.4, + "learning_rate": 4.62198284460403e-05, + "loss": 0.1408, + "step": 9360 + }, + { + "epoch": 8.41, + "learning_rate": 4.62098543786156e-05, + "loss": 0.1348, + "step": 9370 + }, + { + "epoch": 8.41, + "learning_rate": 4.619988031119091e-05, + "loss": 0.1565, + "step": 9380 + }, + { + "epoch": 8.42, + "learning_rate": 4.6189906243766215e-05, + "loss": 0.1757, + "step": 9390 + }, + { + "epoch": 8.43, + "learning_rate": 4.6179932176341515e-05, + "loss": 0.1481, + "step": 9400 + }, + { + "epoch": 8.44, + "learning_rate": 4.6169958108916814e-05, + "loss": 0.1581, + "step": 9410 + }, + { + "epoch": 8.45, + "learning_rate": 4.615998404149212e-05, + "loss": 0.1428, + "step": 9420 + }, + { + "epoch": 8.46, + "learning_rate": 4.615000997406743e-05, + "loss": 0.1975, + "step": 9430 + }, + { + "epoch": 8.47, + "learning_rate": 4.614003590664273e-05, + "loss": 0.1243, + "step": 9440 + }, + { + "epoch": 8.48, + "learning_rate": 4.613006183921804e-05, + "loss": 0.1247, + "step": 9450 + }, + { + "epoch": 8.49, + "learning_rate": 4.612008777179334e-05, + "loss": 0.1407, + "step": 9460 + }, + { + "epoch": 8.5, + "learning_rate": 4.6110113704368645e-05, + "loss": 0.2017, + "step": 9470 + }, + { + "epoch": 8.5, + "learning_rate": 4.6100139636943944e-05, + "loss": 0.0993, + "step": 9480 + }, + { + "epoch": 8.51, + "learning_rate": 4.609016556951925e-05, + "loss": 0.1301, + "step": 9490 + }, + { + "epoch": 8.52, + "learning_rate": 4.6080191502094556e-05, + "loss": 0.1576, + "step": 9500 + }, + { + "epoch": 8.53, + "learning_rate": 4.607021743466986e-05, + "loss": 0.1534, + "step": 9510 + }, + { + "epoch": 8.54, + "learning_rate": 4.606024336724516e-05, + "loss": 0.1482, + "step": 9520 + }, + { + "epoch": 8.55, + "learning_rate": 4.605026929982047e-05, + "loss": 0.1517, + "step": 9530 + }, + { + "epoch": 8.56, + "learning_rate": 4.6040295232395774e-05, + "loss": 0.1516, + "step": 9540 + }, + { + "epoch": 8.57, + "learning_rate": 4.603032116497108e-05, + "loss": 0.1502, + "step": 9550 + }, + { + "epoch": 8.58, + "learning_rate": 4.602034709754638e-05, + "loss": 0.1608, + "step": 9560 + }, + { + "epoch": 8.58, + "learning_rate": 4.6010373030121686e-05, + "loss": 0.1548, + "step": 9570 + }, + { + "epoch": 8.59, + "learning_rate": 4.6000398962696986e-05, + "loss": 0.1462, + "step": 9580 + }, + { + "epoch": 8.6, + "learning_rate": 4.599042489527229e-05, + "loss": 0.1413, + "step": 9590 + }, + { + "epoch": 8.61, + "learning_rate": 4.59804508278476e-05, + "loss": 0.169, + "step": 9600 + }, + { + "epoch": 8.62, + "learning_rate": 4.5970476760422904e-05, + "loss": 0.1272, + "step": 9610 + }, + { + "epoch": 8.63, + "learning_rate": 4.596050269299821e-05, + "loss": 0.182, + "step": 9620 + }, + { + "epoch": 8.64, + "learning_rate": 4.5950528625573517e-05, + "loss": 0.1559, + "step": 9630 + }, + { + "epoch": 8.65, + "learning_rate": 4.5940554558148816e-05, + "loss": 0.1296, + "step": 9640 + }, + { + "epoch": 8.66, + "learning_rate": 4.5930580490724115e-05, + "loss": 0.1308, + "step": 9650 + }, + { + "epoch": 8.67, + "learning_rate": 4.592060642329942e-05, + "loss": 0.1376, + "step": 9660 + }, + { + "epoch": 8.67, + "learning_rate": 4.591063235587473e-05, + "loss": 0.1521, + "step": 9670 + }, + { + "epoch": 8.68, + "learning_rate": 4.5900658288450034e-05, + "loss": 0.1433, + "step": 9680 + }, + { + "epoch": 8.69, + "learning_rate": 4.589068422102534e-05, + "loss": 0.1587, + "step": 9690 + }, + { + "epoch": 8.7, + "learning_rate": 4.588071015360064e-05, + "loss": 0.1157, + "step": 9700 + }, + { + "epoch": 8.71, + "learning_rate": 4.5870736086175946e-05, + "loss": 0.1273, + "step": 9710 + }, + { + "epoch": 8.72, + "learning_rate": 4.5860762018751245e-05, + "loss": 0.1353, + "step": 9720 + }, + { + "epoch": 8.73, + "learning_rate": 4.585078795132655e-05, + "loss": 0.1353, + "step": 9730 + }, + { + "epoch": 8.74, + "learning_rate": 4.584081388390186e-05, + "loss": 0.1622, + "step": 9740 + }, + { + "epoch": 8.75, + "learning_rate": 4.5830839816477164e-05, + "loss": 0.1571, + "step": 9750 + }, + { + "epoch": 8.76, + "learning_rate": 4.582086574905246e-05, + "loss": 0.113, + "step": 9760 + }, + { + "epoch": 8.76, + "learning_rate": 4.581089168162777e-05, + "loss": 0.1695, + "step": 9770 + }, + { + "epoch": 8.77, + "learning_rate": 4.5800917614203076e-05, + "loss": 0.177, + "step": 9780 + }, + { + "epoch": 8.78, + "learning_rate": 4.579094354677838e-05, + "loss": 0.1434, + "step": 9790 + }, + { + "epoch": 8.79, + "learning_rate": 4.578096947935368e-05, + "loss": 0.1725, + "step": 9800 + }, + { + "epoch": 8.8, + "learning_rate": 4.577099541192899e-05, + "loss": 0.1556, + "step": 9810 + }, + { + "epoch": 8.81, + "learning_rate": 4.576102134450429e-05, + "loss": 0.1525, + "step": 9820 + }, + { + "epoch": 8.82, + "learning_rate": 4.575104727707959e-05, + "loss": 0.1449, + "step": 9830 + }, + { + "epoch": 8.83, + "learning_rate": 4.57410732096549e-05, + "loss": 0.1502, + "step": 9840 + }, + { + "epoch": 8.84, + "learning_rate": 4.5731099142230205e-05, + "loss": 0.1659, + "step": 9850 + }, + { + "epoch": 8.85, + "learning_rate": 4.572112507480551e-05, + "loss": 0.1629, + "step": 9860 + }, + { + "epoch": 8.85, + "learning_rate": 4.571115100738082e-05, + "loss": 0.1381, + "step": 9870 + }, + { + "epoch": 8.86, + "learning_rate": 4.570117693995612e-05, + "loss": 0.1375, + "step": 9880 + }, + { + "epoch": 8.87, + "learning_rate": 4.5691202872531417e-05, + "loss": 0.1237, + "step": 9890 + }, + { + "epoch": 8.88, + "learning_rate": 4.568122880510672e-05, + "loss": 0.1987, + "step": 9900 + }, + { + "epoch": 8.89, + "learning_rate": 4.567125473768203e-05, + "loss": 0.1051, + "step": 9910 + }, + { + "epoch": 8.9, + "learning_rate": 4.5661280670257335e-05, + "loss": 0.1314, + "step": 9920 + }, + { + "epoch": 8.91, + "learning_rate": 4.565130660283264e-05, + "loss": 0.1568, + "step": 9930 + }, + { + "epoch": 8.92, + "learning_rate": 4.564133253540794e-05, + "loss": 0.1273, + "step": 9940 + }, + { + "epoch": 8.93, + "learning_rate": 4.563135846798325e-05, + "loss": 0.1329, + "step": 9950 + }, + { + "epoch": 8.93, + "learning_rate": 4.5621384400558546e-05, + "loss": 0.1381, + "step": 9960 + }, + { + "epoch": 8.94, + "learning_rate": 4.561141033313385e-05, + "loss": 0.1637, + "step": 9970 + }, + { + "epoch": 8.95, + "learning_rate": 4.560143626570916e-05, + "loss": 0.137, + "step": 9980 + }, + { + "epoch": 8.96, + "learning_rate": 4.5591462198284465e-05, + "loss": 0.137, + "step": 9990 + }, + { + "epoch": 8.97, + "learning_rate": 4.5581488130859764e-05, + "loss": 0.1327, + "step": 10000 + }, + { + "epoch": 8.98, + "learning_rate": 4.557151406343507e-05, + "loss": 0.1607, + "step": 10010 + }, + { + "epoch": 8.99, + "learning_rate": 4.556153999601038e-05, + "loss": 0.1448, + "step": 10020 + }, + { + "epoch": 9.0, + "learning_rate": 4.555156592858568e-05, + "loss": 0.1513, + "step": 10030 + }, + { + "epoch": 9.0, + "eval_accuracy": { + "accuracy": 0.967593630858937 + }, + "eval_f1": { + "f1": 0.9657913168767667 + }, + "eval_loss": 0.09078183770179749, + "eval_precision": { + "precision": 0.9657840712769861 + }, + "eval_recall": { + "recall": 0.9659100270116727 + }, + "eval_runtime": 161.7027, + "eval_samples_per_second": 110.301, + "eval_steps_per_second": 6.895, + "step": 10032 + }, + { + "epoch": 9.01, + "learning_rate": 4.554159186116098e-05, + "loss": 0.1404, + "step": 10040 + }, + { + "epoch": 9.02, + "learning_rate": 4.553161779373629e-05, + "loss": 0.127, + "step": 10050 + }, + { + "epoch": 9.02, + "learning_rate": 4.5521643726311595e-05, + "loss": 0.1565, + "step": 10060 + }, + { + "epoch": 9.03, + "learning_rate": 4.5511669658886894e-05, + "loss": 0.1519, + "step": 10070 + }, + { + "epoch": 9.04, + "learning_rate": 4.55016955914622e-05, + "loss": 0.1463, + "step": 10080 + }, + { + "epoch": 9.05, + "learning_rate": 4.5491721524037507e-05, + "loss": 0.1424, + "step": 10090 + }, + { + "epoch": 9.06, + "learning_rate": 4.548174745661281e-05, + "loss": 0.1455, + "step": 10100 + }, + { + "epoch": 9.07, + "learning_rate": 4.547177338918811e-05, + "loss": 0.1326, + "step": 10110 + }, + { + "epoch": 9.08, + "learning_rate": 4.546179932176342e-05, + "loss": 0.1404, + "step": 10120 + }, + { + "epoch": 9.09, + "learning_rate": 4.545182525433872e-05, + "loss": 0.1314, + "step": 10130 + }, + { + "epoch": 9.1, + "learning_rate": 4.5441851186914024e-05, + "loss": 0.138, + "step": 10140 + }, + { + "epoch": 9.11, + "learning_rate": 4.543187711948933e-05, + "loss": 0.1371, + "step": 10150 + }, + { + "epoch": 9.11, + "learning_rate": 4.5421903052064636e-05, + "loss": 0.1742, + "step": 10160 + }, + { + "epoch": 9.12, + "learning_rate": 4.541192898463994e-05, + "loss": 0.1123, + "step": 10170 + }, + { + "epoch": 9.13, + "learning_rate": 4.540195491721524e-05, + "loss": 0.11, + "step": 10180 + }, + { + "epoch": 9.14, + "learning_rate": 4.539198084979054e-05, + "loss": 0.1648, + "step": 10190 + }, + { + "epoch": 9.15, + "learning_rate": 4.538200678236585e-05, + "loss": 0.1932, + "step": 10200 + }, + { + "epoch": 9.16, + "learning_rate": 4.5372032714941154e-05, + "loss": 0.1307, + "step": 10210 + }, + { + "epoch": 9.17, + "learning_rate": 4.536205864751646e-05, + "loss": 0.1472, + "step": 10220 + }, + { + "epoch": 9.18, + "learning_rate": 4.5352084580091766e-05, + "loss": 0.1158, + "step": 10230 + }, + { + "epoch": 9.19, + "learning_rate": 4.5342110512667066e-05, + "loss": 0.127, + "step": 10240 + }, + { + "epoch": 9.19, + "learning_rate": 4.533213644524237e-05, + "loss": 0.1478, + "step": 10250 + }, + { + "epoch": 9.2, + "learning_rate": 4.532216237781768e-05, + "loss": 0.1328, + "step": 10260 + }, + { + "epoch": 9.21, + "learning_rate": 4.531218831039298e-05, + "loss": 0.1285, + "step": 10270 + }, + { + "epoch": 9.22, + "learning_rate": 4.5302214242968284e-05, + "loss": 0.1407, + "step": 10280 + }, + { + "epoch": 9.23, + "learning_rate": 4.529224017554359e-05, + "loss": 0.1482, + "step": 10290 + }, + { + "epoch": 9.24, + "learning_rate": 4.5282266108118896e-05, + "loss": 0.1315, + "step": 10300 + }, + { + "epoch": 9.25, + "learning_rate": 4.5272292040694195e-05, + "loss": 0.1114, + "step": 10310 + }, + { + "epoch": 9.26, + "learning_rate": 4.52623179732695e-05, + "loss": 0.1132, + "step": 10320 + }, + { + "epoch": 9.27, + "learning_rate": 4.525234390584481e-05, + "loss": 0.1614, + "step": 10330 + }, + { + "epoch": 9.28, + "learning_rate": 4.5242369838420114e-05, + "loss": 0.0982, + "step": 10340 + }, + { + "epoch": 9.28, + "learning_rate": 4.523239577099541e-05, + "loss": 0.116, + "step": 10350 + }, + { + "epoch": 9.29, + "learning_rate": 4.522242170357072e-05, + "loss": 0.1536, + "step": 10360 + }, + { + "epoch": 9.3, + "learning_rate": 4.521244763614602e-05, + "loss": 0.1613, + "step": 10370 + }, + { + "epoch": 9.31, + "learning_rate": 4.5202473568721325e-05, + "loss": 0.1352, + "step": 10380 + }, + { + "epoch": 9.32, + "learning_rate": 4.519249950129663e-05, + "loss": 0.1123, + "step": 10390 + }, + { + "epoch": 9.33, + "learning_rate": 4.518252543387194e-05, + "loss": 0.1556, + "step": 10400 + }, + { + "epoch": 9.34, + "learning_rate": 4.5172551366447244e-05, + "loss": 0.1508, + "step": 10410 + }, + { + "epoch": 9.35, + "learning_rate": 4.516257729902254e-05, + "loss": 0.1321, + "step": 10420 + }, + { + "epoch": 9.36, + "learning_rate": 4.515260323159784e-05, + "loss": 0.1153, + "step": 10430 + }, + { + "epoch": 9.37, + "learning_rate": 4.514262916417315e-05, + "loss": 0.1233, + "step": 10440 + }, + { + "epoch": 9.37, + "learning_rate": 4.5132655096748455e-05, + "loss": 0.149, + "step": 10450 + }, + { + "epoch": 9.38, + "learning_rate": 4.512268102932376e-05, + "loss": 0.1475, + "step": 10460 + }, + { + "epoch": 9.39, + "learning_rate": 4.511270696189907e-05, + "loss": 0.1516, + "step": 10470 + }, + { + "epoch": 9.4, + "learning_rate": 4.510273289447437e-05, + "loss": 0.1501, + "step": 10480 + }, + { + "epoch": 9.41, + "learning_rate": 4.509275882704967e-05, + "loss": 0.1466, + "step": 10490 + }, + { + "epoch": 9.42, + "learning_rate": 4.508278475962498e-05, + "loss": 0.1111, + "step": 10500 + }, + { + "epoch": 9.43, + "learning_rate": 4.507281069220028e-05, + "loss": 0.1095, + "step": 10510 + }, + { + "epoch": 9.44, + "learning_rate": 4.5062836624775585e-05, + "loss": 0.1676, + "step": 10520 + }, + { + "epoch": 9.45, + "learning_rate": 4.505286255735089e-05, + "loss": 0.1508, + "step": 10530 + }, + { + "epoch": 9.46, + "learning_rate": 4.50428884899262e-05, + "loss": 0.1371, + "step": 10540 + }, + { + "epoch": 9.46, + "learning_rate": 4.5032914422501496e-05, + "loss": 0.1374, + "step": 10550 + }, + { + "epoch": 9.47, + "learning_rate": 4.50229403550768e-05, + "loss": 0.1284, + "step": 10560 + }, + { + "epoch": 9.48, + "learning_rate": 4.501296628765211e-05, + "loss": 0.1624, + "step": 10570 + }, + { + "epoch": 9.49, + "learning_rate": 4.5002992220227415e-05, + "loss": 0.1197, + "step": 10580 + }, + { + "epoch": 9.5, + "learning_rate": 4.4993018152802714e-05, + "loss": 0.1362, + "step": 10590 + }, + { + "epoch": 9.51, + "learning_rate": 4.498304408537802e-05, + "loss": 0.1399, + "step": 10600 + }, + { + "epoch": 9.52, + "learning_rate": 4.497307001795332e-05, + "loss": 0.1787, + "step": 10610 + }, + { + "epoch": 9.53, + "learning_rate": 4.4963095950528626e-05, + "loss": 0.1253, + "step": 10620 + }, + { + "epoch": 9.54, + "learning_rate": 4.495312188310393e-05, + "loss": 0.1425, + "step": 10630 + }, + { + "epoch": 9.54, + "learning_rate": 4.494314781567924e-05, + "loss": 0.1147, + "step": 10640 + }, + { + "epoch": 9.55, + "learning_rate": 4.4933173748254545e-05, + "loss": 0.116, + "step": 10650 + }, + { + "epoch": 9.56, + "learning_rate": 4.4923199680829844e-05, + "loss": 0.1059, + "step": 10660 + }, + { + "epoch": 9.57, + "learning_rate": 4.4913225613405144e-05, + "loss": 0.1423, + "step": 10670 + }, + { + "epoch": 9.58, + "learning_rate": 4.490325154598045e-05, + "loss": 0.1705, + "step": 10680 + }, + { + "epoch": 9.59, + "learning_rate": 4.4893277478555756e-05, + "loss": 0.1296, + "step": 10690 + }, + { + "epoch": 9.6, + "learning_rate": 4.488330341113106e-05, + "loss": 0.1463, + "step": 10700 + }, + { + "epoch": 9.61, + "learning_rate": 4.487332934370637e-05, + "loss": 0.1167, + "step": 10710 + }, + { + "epoch": 9.62, + "learning_rate": 4.486335527628167e-05, + "loss": 0.1496, + "step": 10720 + }, + { + "epoch": 9.63, + "learning_rate": 4.4853381208856974e-05, + "loss": 0.1525, + "step": 10730 + }, + { + "epoch": 9.63, + "learning_rate": 4.484340714143228e-05, + "loss": 0.1082, + "step": 10740 + }, + { + "epoch": 9.64, + "learning_rate": 4.483343307400758e-05, + "loss": 0.1599, + "step": 10750 + }, + { + "epoch": 9.65, + "learning_rate": 4.4823459006582886e-05, + "loss": 0.1531, + "step": 10760 + }, + { + "epoch": 9.66, + "learning_rate": 4.481348493915819e-05, + "loss": 0.1394, + "step": 10770 + }, + { + "epoch": 9.67, + "learning_rate": 4.48035108717335e-05, + "loss": 0.188, + "step": 10780 + }, + { + "epoch": 9.68, + "learning_rate": 4.47935368043088e-05, + "loss": 0.119, + "step": 10790 + }, + { + "epoch": 9.69, + "learning_rate": 4.4783562736884104e-05, + "loss": 0.0981, + "step": 10800 + }, + { + "epoch": 9.7, + "learning_rate": 4.477358866945941e-05, + "loss": 0.139, + "step": 10810 + }, + { + "epoch": 9.71, + "learning_rate": 4.476361460203471e-05, + "loss": 0.165, + "step": 10820 + }, + { + "epoch": 9.72, + "learning_rate": 4.4753640534610016e-05, + "loss": 0.1459, + "step": 10830 + }, + { + "epoch": 9.72, + "learning_rate": 4.474366646718532e-05, + "loss": 0.1108, + "step": 10840 + }, + { + "epoch": 9.73, + "learning_rate": 4.473369239976062e-05, + "loss": 0.1419, + "step": 10850 + }, + { + "epoch": 9.74, + "learning_rate": 4.472371833233593e-05, + "loss": 0.1569, + "step": 10860 + }, + { + "epoch": 9.75, + "learning_rate": 4.4713744264911234e-05, + "loss": 0.1169, + "step": 10870 + }, + { + "epoch": 9.76, + "learning_rate": 4.470377019748654e-05, + "loss": 0.1318, + "step": 10880 + }, + { + "epoch": 9.77, + "learning_rate": 4.4693796130061846e-05, + "loss": 0.1554, + "step": 10890 + }, + { + "epoch": 9.78, + "learning_rate": 4.4683822062637145e-05, + "loss": 0.1428, + "step": 10900 + }, + { + "epoch": 9.79, + "learning_rate": 4.4673847995212445e-05, + "loss": 0.1412, + "step": 10910 + }, + { + "epoch": 9.8, + "learning_rate": 4.466387392778775e-05, + "loss": 0.1275, + "step": 10920 + }, + { + "epoch": 9.8, + "learning_rate": 4.465389986036306e-05, + "loss": 0.1336, + "step": 10930 + }, + { + "epoch": 9.81, + "learning_rate": 4.4643925792938363e-05, + "loss": 0.1567, + "step": 10940 + }, + { + "epoch": 9.82, + "learning_rate": 4.463395172551367e-05, + "loss": 0.1462, + "step": 10950 + }, + { + "epoch": 9.83, + "learning_rate": 4.462397765808897e-05, + "loss": 0.1273, + "step": 10960 + }, + { + "epoch": 9.84, + "learning_rate": 4.4614003590664275e-05, + "loss": 0.1633, + "step": 10970 + }, + { + "epoch": 9.85, + "learning_rate": 4.4604029523239575e-05, + "loss": 0.1069, + "step": 10980 + }, + { + "epoch": 9.86, + "learning_rate": 4.459405545581488e-05, + "loss": 0.1124, + "step": 10990 + }, + { + "epoch": 9.87, + "learning_rate": 4.458408138839019e-05, + "loss": 0.1453, + "step": 11000 + }, + { + "epoch": 9.88, + "learning_rate": 4.457410732096549e-05, + "loss": 0.1291, + "step": 11010 + }, + { + "epoch": 9.89, + "learning_rate": 4.45641332535408e-05, + "loss": 0.1484, + "step": 11020 + }, + { + "epoch": 9.89, + "learning_rate": 4.45541591861161e-05, + "loss": 0.1405, + "step": 11030 + }, + { + "epoch": 9.9, + "learning_rate": 4.4544185118691405e-05, + "loss": 0.1353, + "step": 11040 + }, + { + "epoch": 9.91, + "learning_rate": 4.453421105126671e-05, + "loss": 0.1434, + "step": 11050 + }, + { + "epoch": 9.92, + "learning_rate": 4.452423698384201e-05, + "loss": 0.1495, + "step": 11060 + }, + { + "epoch": 9.93, + "learning_rate": 4.451426291641732e-05, + "loss": 0.1401, + "step": 11070 + }, + { + "epoch": 9.94, + "learning_rate": 4.450428884899262e-05, + "loss": 0.1092, + "step": 11080 + }, + { + "epoch": 9.95, + "learning_rate": 4.449431478156792e-05, + "loss": 0.0985, + "step": 11090 + }, + { + "epoch": 9.96, + "learning_rate": 4.448434071414323e-05, + "loss": 0.1301, + "step": 11100 + }, + { + "epoch": 9.97, + "learning_rate": 4.4474366646718535e-05, + "loss": 0.1423, + "step": 11110 + }, + { + "epoch": 9.98, + "learning_rate": 4.446439257929384e-05, + "loss": 0.1632, + "step": 11120 + }, + { + "epoch": 9.98, + "learning_rate": 4.445441851186915e-05, + "loss": 0.1175, + "step": 11130 + }, + { + "epoch": 9.99, + "learning_rate": 4.4444444444444447e-05, + "loss": 0.174, + "step": 11140 + }, + { + "epoch": 10.0, + "eval_accuracy": { + "accuracy": 0.968490692980489 + }, + "eval_f1": { + "f1": 0.9669266120574112 + }, + "eval_loss": 0.08508118242025375, + "eval_precision": { + "precision": 0.9663934578407292 + }, + "eval_recall": { + "recall": 0.967857117571674 + }, + "eval_runtime": 161.4589, + "eval_samples_per_second": 110.468, + "eval_steps_per_second": 6.906, + "step": 11147 + }, + { + "epoch": 10.0, + "learning_rate": 4.4434470377019746e-05, + "loss": 0.1638, + "step": 11150 + }, + { + "epoch": 10.01, + "learning_rate": 4.442449630959505e-05, + "loss": 0.0967, + "step": 11160 + }, + { + "epoch": 10.02, + "learning_rate": 4.441452224217036e-05, + "loss": 0.1045, + "step": 11170 + }, + { + "epoch": 10.03, + "learning_rate": 4.4404548174745665e-05, + "loss": 0.1126, + "step": 11180 + }, + { + "epoch": 10.04, + "learning_rate": 4.439457410732097e-05, + "loss": 0.134, + "step": 11190 + }, + { + "epoch": 10.05, + "learning_rate": 4.438460003989628e-05, + "loss": 0.1202, + "step": 11200 + }, + { + "epoch": 10.06, + "learning_rate": 4.4374625972471576e-05, + "loss": 0.1346, + "step": 11210 + }, + { + "epoch": 10.07, + "learning_rate": 4.4364651905046876e-05, + "loss": 0.1126, + "step": 11220 + }, + { + "epoch": 10.07, + "learning_rate": 4.435467783762218e-05, + "loss": 0.1039, + "step": 11230 + }, + { + "epoch": 10.08, + "learning_rate": 4.434470377019749e-05, + "loss": 0.1232, + "step": 11240 + }, + { + "epoch": 10.09, + "learning_rate": 4.4334729702772794e-05, + "loss": 0.1202, + "step": 11250 + }, + { + "epoch": 10.1, + "learning_rate": 4.43247556353481e-05, + "loss": 0.132, + "step": 11260 + }, + { + "epoch": 10.11, + "learning_rate": 4.43147815679234e-05, + "loss": 0.1259, + "step": 11270 + }, + { + "epoch": 10.12, + "learning_rate": 4.4304807500498706e-05, + "loss": 0.1085, + "step": 11280 + }, + { + "epoch": 10.13, + "learning_rate": 4.429483343307401e-05, + "loss": 0.174, + "step": 11290 + }, + { + "epoch": 10.14, + "learning_rate": 4.428485936564931e-05, + "loss": 0.139, + "step": 11300 + }, + { + "epoch": 10.15, + "learning_rate": 4.427488529822462e-05, + "loss": 0.1238, + "step": 11310 + }, + { + "epoch": 10.15, + "learning_rate": 4.4264911230799924e-05, + "loss": 0.1045, + "step": 11320 + }, + { + "epoch": 10.16, + "learning_rate": 4.4254937163375224e-05, + "loss": 0.1274, + "step": 11330 + }, + { + "epoch": 10.17, + "learning_rate": 4.424496309595053e-05, + "loss": 0.1467, + "step": 11340 + }, + { + "epoch": 10.18, + "learning_rate": 4.4234989028525836e-05, + "loss": 0.1263, + "step": 11350 + }, + { + "epoch": 10.19, + "learning_rate": 4.422501496110114e-05, + "loss": 0.1147, + "step": 11360 + }, + { + "epoch": 10.2, + "learning_rate": 4.421504089367645e-05, + "loss": 0.2058, + "step": 11370 + }, + { + "epoch": 10.21, + "learning_rate": 4.420506682625175e-05, + "loss": 0.1258, + "step": 11380 + }, + { + "epoch": 10.22, + "learning_rate": 4.419509275882705e-05, + "loss": 0.1085, + "step": 11390 + }, + { + "epoch": 10.23, + "learning_rate": 4.418511869140235e-05, + "loss": 0.1639, + "step": 11400 + }, + { + "epoch": 10.24, + "learning_rate": 4.417514462397766e-05, + "loss": 0.1116, + "step": 11410 + }, + { + "epoch": 10.24, + "learning_rate": 4.4165170556552966e-05, + "loss": 0.1069, + "step": 11420 + }, + { + "epoch": 10.25, + "learning_rate": 4.415519648912827e-05, + "loss": 0.119, + "step": 11430 + }, + { + "epoch": 10.26, + "learning_rate": 4.414522242170358e-05, + "loss": 0.1327, + "step": 11440 + }, + { + "epoch": 10.27, + "learning_rate": 4.413524835427888e-05, + "loss": 0.1529, + "step": 11450 + }, + { + "epoch": 10.28, + "learning_rate": 4.412527428685418e-05, + "loss": 0.0969, + "step": 11460 + }, + { + "epoch": 10.29, + "learning_rate": 4.411530021942948e-05, + "loss": 0.1318, + "step": 11470 + }, + { + "epoch": 10.3, + "learning_rate": 4.410532615200479e-05, + "loss": 0.1449, + "step": 11480 + }, + { + "epoch": 10.31, + "learning_rate": 4.4095352084580096e-05, + "loss": 0.1439, + "step": 11490 + }, + { + "epoch": 10.32, + "learning_rate": 4.40853780171554e-05, + "loss": 0.1229, + "step": 11500 + }, + { + "epoch": 10.33, + "learning_rate": 4.40754039497307e-05, + "loss": 0.1416, + "step": 11510 + }, + { + "epoch": 10.33, + "learning_rate": 4.406542988230601e-05, + "loss": 0.1332, + "step": 11520 + }, + { + "epoch": 10.34, + "learning_rate": 4.4055455814881314e-05, + "loss": 0.149, + "step": 11530 + }, + { + "epoch": 10.35, + "learning_rate": 4.404548174745661e-05, + "loss": 0.1409, + "step": 11540 + }, + { + "epoch": 10.36, + "learning_rate": 4.403550768003192e-05, + "loss": 0.0979, + "step": 11550 + }, + { + "epoch": 10.37, + "learning_rate": 4.4025533612607225e-05, + "loss": 0.1358, + "step": 11560 + }, + { + "epoch": 10.38, + "learning_rate": 4.4015559545182525e-05, + "loss": 0.149, + "step": 11570 + }, + { + "epoch": 10.39, + "learning_rate": 4.400558547775783e-05, + "loss": 0.0962, + "step": 11580 + }, + { + "epoch": 10.4, + "learning_rate": 4.399561141033314e-05, + "loss": 0.1386, + "step": 11590 + }, + { + "epoch": 10.41, + "learning_rate": 4.398563734290844e-05, + "loss": 0.1107, + "step": 11600 + }, + { + "epoch": 10.41, + "learning_rate": 4.397566327548374e-05, + "loss": 0.1564, + "step": 11610 + }, + { + "epoch": 10.42, + "learning_rate": 4.396568920805905e-05, + "loss": 0.1251, + "step": 11620 + }, + { + "epoch": 10.43, + "learning_rate": 4.395571514063435e-05, + "loss": 0.1858, + "step": 11630 + }, + { + "epoch": 10.44, + "learning_rate": 4.3945741073209655e-05, + "loss": 0.147, + "step": 11640 + }, + { + "epoch": 10.45, + "learning_rate": 4.393576700578496e-05, + "loss": 0.1441, + "step": 11650 + }, + { + "epoch": 10.46, + "learning_rate": 4.392579293836027e-05, + "loss": 0.1232, + "step": 11660 + }, + { + "epoch": 10.47, + "learning_rate": 4.391581887093557e-05, + "loss": 0.1487, + "step": 11670 + }, + { + "epoch": 10.48, + "learning_rate": 4.390584480351088e-05, + "loss": 0.1471, + "step": 11680 + }, + { + "epoch": 10.49, + "learning_rate": 4.389587073608618e-05, + "loss": 0.1589, + "step": 11690 + }, + { + "epoch": 10.5, + "learning_rate": 4.388589666866148e-05, + "loss": 0.1671, + "step": 11700 + }, + { + "epoch": 10.5, + "learning_rate": 4.3875922601236784e-05, + "loss": 0.1178, + "step": 11710 + }, + { + "epoch": 10.51, + "learning_rate": 4.386594853381209e-05, + "loss": 0.1029, + "step": 11720 + }, + { + "epoch": 10.52, + "learning_rate": 4.38559744663874e-05, + "loss": 0.1494, + "step": 11730 + }, + { + "epoch": 10.53, + "learning_rate": 4.38460003989627e-05, + "loss": 0.1306, + "step": 11740 + }, + { + "epoch": 10.54, + "learning_rate": 4.3836026331538e-05, + "loss": 0.093, + "step": 11750 + }, + { + "epoch": 10.55, + "learning_rate": 4.382605226411331e-05, + "loss": 0.1743, + "step": 11760 + }, + { + "epoch": 10.56, + "learning_rate": 4.381607819668861e-05, + "loss": 0.1607, + "step": 11770 + }, + { + "epoch": 10.57, + "learning_rate": 4.3806104129263914e-05, + "loss": 0.1262, + "step": 11780 + }, + { + "epoch": 10.58, + "learning_rate": 4.379613006183922e-05, + "loss": 0.1613, + "step": 11790 + }, + { + "epoch": 10.59, + "learning_rate": 4.3786155994414526e-05, + "loss": 0.1496, + "step": 11800 + }, + { + "epoch": 10.59, + "learning_rate": 4.3776181926989826e-05, + "loss": 0.1422, + "step": 11810 + }, + { + "epoch": 10.6, + "learning_rate": 4.376620785956513e-05, + "loss": 0.1362, + "step": 11820 + }, + { + "epoch": 10.61, + "learning_rate": 4.375623379214044e-05, + "loss": 0.1805, + "step": 11830 + }, + { + "epoch": 10.62, + "learning_rate": 4.3746259724715744e-05, + "loss": 0.1085, + "step": 11840 + }, + { + "epoch": 10.63, + "learning_rate": 4.3736285657291044e-05, + "loss": 0.1533, + "step": 11850 + }, + { + "epoch": 10.64, + "learning_rate": 4.372631158986635e-05, + "loss": 0.1261, + "step": 11860 + }, + { + "epoch": 10.65, + "learning_rate": 4.371633752244165e-05, + "loss": 0.1178, + "step": 11870 + }, + { + "epoch": 10.66, + "learning_rate": 4.3706363455016956e-05, + "loss": 0.1107, + "step": 11880 + }, + { + "epoch": 10.67, + "learning_rate": 4.369638938759226e-05, + "loss": 0.1072, + "step": 11890 + }, + { + "epoch": 10.68, + "learning_rate": 4.368641532016757e-05, + "loss": 0.1127, + "step": 11900 + }, + { + "epoch": 10.68, + "learning_rate": 4.3676441252742874e-05, + "loss": 0.119, + "step": 11910 + }, + { + "epoch": 10.69, + "learning_rate": 4.366646718531818e-05, + "loss": 0.1223, + "step": 11920 + }, + { + "epoch": 10.7, + "learning_rate": 4.365649311789348e-05, + "loss": 0.1377, + "step": 11930 + }, + { + "epoch": 10.71, + "learning_rate": 4.364651905046878e-05, + "loss": 0.0979, + "step": 11940 + }, + { + "epoch": 10.72, + "learning_rate": 4.3636544983044085e-05, + "loss": 0.1596, + "step": 11950 + }, + { + "epoch": 10.73, + "learning_rate": 4.362657091561939e-05, + "loss": 0.1282, + "step": 11960 + }, + { + "epoch": 10.74, + "learning_rate": 4.36165968481947e-05, + "loss": 0.1166, + "step": 11970 + }, + { + "epoch": 10.75, + "learning_rate": 4.3606622780770004e-05, + "loss": 0.1032, + "step": 11980 + }, + { + "epoch": 10.76, + "learning_rate": 4.3596648713345303e-05, + "loss": 0.1237, + "step": 11990 + }, + { + "epoch": 10.76, + "learning_rate": 4.358667464592061e-05, + "loss": 0.1814, + "step": 12000 + }, + { + "epoch": 10.77, + "learning_rate": 4.357670057849591e-05, + "loss": 0.1246, + "step": 12010 + }, + { + "epoch": 10.78, + "learning_rate": 4.3566726511071215e-05, + "loss": 0.109, + "step": 12020 + }, + { + "epoch": 10.79, + "learning_rate": 4.355675244364652e-05, + "loss": 0.1197, + "step": 12030 + }, + { + "epoch": 10.8, + "learning_rate": 4.354677837622183e-05, + "loss": 0.1149, + "step": 12040 + }, + { + "epoch": 10.81, + "learning_rate": 4.353680430879713e-05, + "loss": 0.1765, + "step": 12050 + }, + { + "epoch": 10.82, + "learning_rate": 4.352683024137243e-05, + "loss": 0.1267, + "step": 12060 + }, + { + "epoch": 10.83, + "learning_rate": 4.351685617394774e-05, + "loss": 0.1052, + "step": 12070 + }, + { + "epoch": 10.84, + "learning_rate": 4.3506882106523046e-05, + "loss": 0.1577, + "step": 12080 + }, + { + "epoch": 10.85, + "learning_rate": 4.3496908039098345e-05, + "loss": 0.159, + "step": 12090 + }, + { + "epoch": 10.85, + "learning_rate": 4.348693397167365e-05, + "loss": 0.1659, + "step": 12100 + }, + { + "epoch": 10.86, + "learning_rate": 4.347695990424895e-05, + "loss": 0.1545, + "step": 12110 + }, + { + "epoch": 10.87, + "learning_rate": 4.346698583682426e-05, + "loss": 0.0875, + "step": 12120 + }, + { + "epoch": 10.88, + "learning_rate": 4.345701176939956e-05, + "loss": 0.1203, + "step": 12130 + }, + { + "epoch": 10.89, + "learning_rate": 4.344703770197487e-05, + "loss": 0.1312, + "step": 12140 + }, + { + "epoch": 10.9, + "learning_rate": 4.3437063634550175e-05, + "loss": 0.1163, + "step": 12150 + }, + { + "epoch": 10.91, + "learning_rate": 4.342708956712548e-05, + "loss": 0.1216, + "step": 12160 + }, + { + "epoch": 10.92, + "learning_rate": 4.341711549970078e-05, + "loss": 0.1751, + "step": 12170 + }, + { + "epoch": 10.93, + "learning_rate": 4.340714143227608e-05, + "loss": 0.1181, + "step": 12180 + }, + { + "epoch": 10.94, + "learning_rate": 4.339716736485139e-05, + "loss": 0.1294, + "step": 12190 + }, + { + "epoch": 10.94, + "learning_rate": 4.338719329742669e-05, + "loss": 0.139, + "step": 12200 + }, + { + "epoch": 10.95, + "learning_rate": 4.3377219230002e-05, + "loss": 0.1275, + "step": 12210 + }, + { + "epoch": 10.96, + "learning_rate": 4.3367245162577305e-05, + "loss": 0.139, + "step": 12220 + }, + { + "epoch": 10.97, + "learning_rate": 4.3357271095152605e-05, + "loss": 0.1283, + "step": 12230 + }, + { + "epoch": 10.98, + "learning_rate": 4.334729702772791e-05, + "loss": 0.1268, + "step": 12240 + }, + { + "epoch": 10.99, + "learning_rate": 4.333732296030321e-05, + "loss": 0.1665, + "step": 12250 + }, + { + "epoch": 11.0, + "learning_rate": 4.3327348892878516e-05, + "loss": 0.1376, + "step": 12260 + }, + { + "epoch": 11.0, + "eval_accuracy": { + "accuracy": 0.9692756223368468 + }, + "eval_f1": { + "f1": 0.9676560659554989 + }, + "eval_loss": 0.08475445210933685, + "eval_precision": { + "precision": 0.9695619317426214 + }, + "eval_recall": { + "recall": 0.9663476308224139 + }, + "eval_runtime": 161.2544, + "eval_samples_per_second": 110.608, + "eval_steps_per_second": 6.915, + "step": 12262 + }, + { + "epoch": 11.01, + "learning_rate": 4.331737482545382e-05, + "loss": 0.0999, + "step": 12270 + }, + { + "epoch": 11.02, + "learning_rate": 4.330740075802913e-05, + "loss": 0.129, + "step": 12280 + }, + { + "epoch": 11.02, + "learning_rate": 4.329742669060443e-05, + "loss": 0.1235, + "step": 12290 + }, + { + "epoch": 11.03, + "learning_rate": 4.3287452623179734e-05, + "loss": 0.1092, + "step": 12300 + }, + { + "epoch": 11.04, + "learning_rate": 4.327747855575504e-05, + "loss": 0.0992, + "step": 12310 + }, + { + "epoch": 11.05, + "learning_rate": 4.326750448833034e-05, + "loss": 0.1047, + "step": 12320 + }, + { + "epoch": 11.06, + "learning_rate": 4.3257530420905646e-05, + "loss": 0.1063, + "step": 12330 + }, + { + "epoch": 11.07, + "learning_rate": 4.324755635348095e-05, + "loss": 0.146, + "step": 12340 + }, + { + "epoch": 11.08, + "learning_rate": 4.323758228605625e-05, + "loss": 0.1151, + "step": 12350 + }, + { + "epoch": 11.09, + "learning_rate": 4.322760821863156e-05, + "loss": 0.1213, + "step": 12360 + }, + { + "epoch": 11.1, + "learning_rate": 4.3217634151206864e-05, + "loss": 0.1031, + "step": 12370 + }, + { + "epoch": 11.11, + "learning_rate": 4.320766008378217e-05, + "loss": 0.1494, + "step": 12380 + }, + { + "epoch": 11.11, + "learning_rate": 4.3197686016357477e-05, + "loss": 0.1238, + "step": 12390 + }, + { + "epoch": 11.12, + "learning_rate": 4.3187711948932776e-05, + "loss": 0.1452, + "step": 12400 + }, + { + "epoch": 11.13, + "learning_rate": 4.317773788150808e-05, + "loss": 0.1014, + "step": 12410 + }, + { + "epoch": 11.14, + "learning_rate": 4.316776381408338e-05, + "loss": 0.1197, + "step": 12420 + }, + { + "epoch": 11.15, + "learning_rate": 4.315778974665869e-05, + "loss": 0.1303, + "step": 12430 + }, + { + "epoch": 11.16, + "learning_rate": 4.3147815679233994e-05, + "loss": 0.137, + "step": 12440 + }, + { + "epoch": 11.17, + "learning_rate": 4.31378416118093e-05, + "loss": 0.116, + "step": 12450 + }, + { + "epoch": 11.18, + "learning_rate": 4.3127867544384606e-05, + "loss": 0.1482, + "step": 12460 + }, + { + "epoch": 11.19, + "learning_rate": 4.3117893476959906e-05, + "loss": 0.1227, + "step": 12470 + }, + { + "epoch": 11.2, + "learning_rate": 4.3107919409535205e-05, + "loss": 0.1016, + "step": 12480 + }, + { + "epoch": 11.2, + "learning_rate": 4.309794534211051e-05, + "loss": 0.1303, + "step": 12490 + }, + { + "epoch": 11.21, + "learning_rate": 4.308797127468582e-05, + "loss": 0.12, + "step": 12500 + }, + { + "epoch": 11.22, + "learning_rate": 4.3077997207261124e-05, + "loss": 0.1111, + "step": 12510 + }, + { + "epoch": 11.23, + "learning_rate": 4.306802313983643e-05, + "loss": 0.1238, + "step": 12520 + }, + { + "epoch": 11.24, + "learning_rate": 4.305804907241173e-05, + "loss": 0.1352, + "step": 12530 + }, + { + "epoch": 11.25, + "learning_rate": 4.3048075004987036e-05, + "loss": 0.122, + "step": 12540 + }, + { + "epoch": 11.26, + "learning_rate": 4.303810093756234e-05, + "loss": 0.1629, + "step": 12550 + }, + { + "epoch": 11.27, + "learning_rate": 4.302812687013764e-05, + "loss": 0.1072, + "step": 12560 + }, + { + "epoch": 11.28, + "learning_rate": 4.301815280271295e-05, + "loss": 0.142, + "step": 12570 + }, + { + "epoch": 11.29, + "learning_rate": 4.3008178735288254e-05, + "loss": 0.1332, + "step": 12580 + }, + { + "epoch": 11.29, + "learning_rate": 4.299820466786356e-05, + "loss": 0.131, + "step": 12590 + }, + { + "epoch": 11.3, + "learning_rate": 4.298823060043886e-05, + "loss": 0.1203, + "step": 12600 + }, + { + "epoch": 11.31, + "learning_rate": 4.2978256533014165e-05, + "loss": 0.1271, + "step": 12610 + }, + { + "epoch": 11.32, + "learning_rate": 4.296828246558947e-05, + "loss": 0.132, + "step": 12620 + }, + { + "epoch": 11.33, + "learning_rate": 4.295830839816478e-05, + "loss": 0.1323, + "step": 12630 + }, + { + "epoch": 11.34, + "learning_rate": 4.294833433074008e-05, + "loss": 0.1193, + "step": 12640 + }, + { + "epoch": 11.35, + "learning_rate": 4.293836026331538e-05, + "loss": 0.1116, + "step": 12650 + }, + { + "epoch": 11.36, + "learning_rate": 4.292838619589068e-05, + "loss": 0.1064, + "step": 12660 + }, + { + "epoch": 11.37, + "learning_rate": 4.291841212846599e-05, + "loss": 0.1123, + "step": 12670 + }, + { + "epoch": 11.37, + "learning_rate": 4.2908438061041295e-05, + "loss": 0.0981, + "step": 12680 + }, + { + "epoch": 11.38, + "learning_rate": 4.28984639936166e-05, + "loss": 0.1274, + "step": 12690 + }, + { + "epoch": 11.39, + "learning_rate": 4.288848992619191e-05, + "loss": 0.123, + "step": 12700 + }, + { + "epoch": 11.4, + "learning_rate": 4.287851585876721e-05, + "loss": 0.1028, + "step": 12710 + }, + { + "epoch": 11.41, + "learning_rate": 4.2868541791342506e-05, + "loss": 0.1031, + "step": 12720 + }, + { + "epoch": 11.42, + "learning_rate": 4.285856772391781e-05, + "loss": 0.1385, + "step": 12730 + }, + { + "epoch": 11.43, + "learning_rate": 4.284859365649312e-05, + "loss": 0.1075, + "step": 12740 + }, + { + "epoch": 11.44, + "learning_rate": 4.2838619589068425e-05, + "loss": 0.1079, + "step": 12750 + }, + { + "epoch": 11.45, + "learning_rate": 4.282864552164373e-05, + "loss": 0.093, + "step": 12760 + }, + { + "epoch": 11.46, + "learning_rate": 4.281867145421903e-05, + "loss": 0.1047, + "step": 12770 + }, + { + "epoch": 11.46, + "learning_rate": 4.280869738679434e-05, + "loss": 0.1422, + "step": 12780 + }, + { + "epoch": 11.47, + "learning_rate": 4.279872331936964e-05, + "loss": 0.1274, + "step": 12790 + }, + { + "epoch": 11.48, + "learning_rate": 4.278874925194494e-05, + "loss": 0.1199, + "step": 12800 + }, + { + "epoch": 11.49, + "learning_rate": 4.277877518452025e-05, + "loss": 0.1427, + "step": 12810 + }, + { + "epoch": 11.5, + "learning_rate": 4.2768801117095555e-05, + "loss": 0.1538, + "step": 12820 + }, + { + "epoch": 11.51, + "learning_rate": 4.275882704967086e-05, + "loss": 0.1497, + "step": 12830 + }, + { + "epoch": 11.52, + "learning_rate": 4.274885298224616e-05, + "loss": 0.104, + "step": 12840 + }, + { + "epoch": 11.53, + "learning_rate": 4.2738878914821467e-05, + "loss": 0.1474, + "step": 12850 + }, + { + "epoch": 11.54, + "learning_rate": 4.272890484739677e-05, + "loss": 0.1277, + "step": 12860 + }, + { + "epoch": 11.55, + "learning_rate": 4.271893077997208e-05, + "loss": 0.1025, + "step": 12870 + }, + { + "epoch": 11.55, + "learning_rate": 4.270895671254738e-05, + "loss": 0.1431, + "step": 12880 + }, + { + "epoch": 11.56, + "learning_rate": 4.2698982645122685e-05, + "loss": 0.1329, + "step": 12890 + }, + { + "epoch": 11.57, + "learning_rate": 4.2689008577697984e-05, + "loss": 0.1403, + "step": 12900 + }, + { + "epoch": 11.58, + "learning_rate": 4.267903451027329e-05, + "loss": 0.1341, + "step": 12910 + }, + { + "epoch": 11.59, + "learning_rate": 4.2669060442848596e-05, + "loss": 0.1234, + "step": 12920 + }, + { + "epoch": 11.6, + "learning_rate": 4.26590863754239e-05, + "loss": 0.1007, + "step": 12930 + }, + { + "epoch": 11.61, + "learning_rate": 4.264911230799921e-05, + "loss": 0.1352, + "step": 12940 + }, + { + "epoch": 11.62, + "learning_rate": 4.263913824057451e-05, + "loss": 0.1197, + "step": 12950 + }, + { + "epoch": 11.63, + "learning_rate": 4.262916417314981e-05, + "loss": 0.1119, + "step": 12960 + }, + { + "epoch": 11.63, + "learning_rate": 4.2619190105725114e-05, + "loss": 0.1086, + "step": 12970 + }, + { + "epoch": 11.64, + "learning_rate": 4.260921603830042e-05, + "loss": 0.0853, + "step": 12980 + }, + { + "epoch": 11.65, + "learning_rate": 4.2599241970875726e-05, + "loss": 0.111, + "step": 12990 + }, + { + "epoch": 11.66, + "learning_rate": 4.258926790345103e-05, + "loss": 0.1335, + "step": 13000 + }, + { + "epoch": 11.67, + "learning_rate": 4.257929383602633e-05, + "loss": 0.1439, + "step": 13010 + }, + { + "epoch": 11.68, + "learning_rate": 4.256931976860164e-05, + "loss": 0.098, + "step": 13020 + }, + { + "epoch": 11.69, + "learning_rate": 4.2559345701176944e-05, + "loss": 0.1288, + "step": 13030 + }, + { + "epoch": 11.7, + "learning_rate": 4.2549371633752244e-05, + "loss": 0.1038, + "step": 13040 + }, + { + "epoch": 11.71, + "learning_rate": 4.253939756632755e-05, + "loss": 0.1233, + "step": 13050 + }, + { + "epoch": 11.72, + "learning_rate": 4.2529423498902856e-05, + "loss": 0.1029, + "step": 13060 + }, + { + "epoch": 11.72, + "learning_rate": 4.251944943147816e-05, + "loss": 0.1227, + "step": 13070 + }, + { + "epoch": 11.73, + "learning_rate": 4.250947536405346e-05, + "loss": 0.1554, + "step": 13080 + }, + { + "epoch": 11.74, + "learning_rate": 4.249950129662877e-05, + "loss": 0.1199, + "step": 13090 + }, + { + "epoch": 11.75, + "learning_rate": 4.2489527229204074e-05, + "loss": 0.1324, + "step": 13100 + }, + { + "epoch": 11.76, + "learning_rate": 4.247955316177937e-05, + "loss": 0.1506, + "step": 13110 + }, + { + "epoch": 11.77, + "learning_rate": 4.246957909435468e-05, + "loss": 0.1075, + "step": 13120 + }, + { + "epoch": 11.78, + "learning_rate": 4.2459605026929986e-05, + "loss": 0.1315, + "step": 13130 + }, + { + "epoch": 11.79, + "learning_rate": 4.2449630959505285e-05, + "loss": 0.1372, + "step": 13140 + }, + { + "epoch": 11.8, + "learning_rate": 4.243965689208059e-05, + "loss": 0.1101, + "step": 13150 + }, + { + "epoch": 11.81, + "learning_rate": 4.24296828246559e-05, + "loss": 0.1091, + "step": 13160 + }, + { + "epoch": 11.81, + "learning_rate": 4.2419708757231204e-05, + "loss": 0.1057, + "step": 13170 + }, + { + "epoch": 11.82, + "learning_rate": 4.240973468980651e-05, + "loss": 0.1167, + "step": 13180 + }, + { + "epoch": 11.83, + "learning_rate": 4.239976062238181e-05, + "loss": 0.1252, + "step": 13190 + }, + { + "epoch": 11.84, + "learning_rate": 4.238978655495711e-05, + "loss": 0.1235, + "step": 13200 + }, + { + "epoch": 11.85, + "learning_rate": 4.2379812487532415e-05, + "loss": 0.0959, + "step": 13210 + }, + { + "epoch": 11.86, + "learning_rate": 4.236983842010772e-05, + "loss": 0.1364, + "step": 13220 + }, + { + "epoch": 11.87, + "learning_rate": 4.235986435268303e-05, + "loss": 0.1285, + "step": 13230 + }, + { + "epoch": 11.88, + "learning_rate": 4.2349890285258333e-05, + "loss": 0.1142, + "step": 13240 + }, + { + "epoch": 11.89, + "learning_rate": 4.233991621783363e-05, + "loss": 0.1377, + "step": 13250 + }, + { + "epoch": 11.9, + "learning_rate": 4.232994215040894e-05, + "loss": 0.1199, + "step": 13260 + }, + { + "epoch": 11.9, + "learning_rate": 4.231996808298424e-05, + "loss": 0.1047, + "step": 13270 + }, + { + "epoch": 11.91, + "learning_rate": 4.2309994015559545e-05, + "loss": 0.1015, + "step": 13280 + }, + { + "epoch": 11.92, + "learning_rate": 4.230001994813485e-05, + "loss": 0.1395, + "step": 13290 + }, + { + "epoch": 11.93, + "learning_rate": 4.229004588071016e-05, + "loss": 0.0903, + "step": 13300 + }, + { + "epoch": 11.94, + "learning_rate": 4.228007181328546e-05, + "loss": 0.1238, + "step": 13310 + }, + { + "epoch": 11.95, + "learning_rate": 4.227009774586076e-05, + "loss": 0.1444, + "step": 13320 + }, + { + "epoch": 11.96, + "learning_rate": 4.226012367843607e-05, + "loss": 0.1685, + "step": 13330 + }, + { + "epoch": 11.97, + "learning_rate": 4.2250149611011375e-05, + "loss": 0.1144, + "step": 13340 + }, + { + "epoch": 11.98, + "learning_rate": 4.2240175543586674e-05, + "loss": 0.116, + "step": 13350 + }, + { + "epoch": 11.98, + "learning_rate": 4.223020147616198e-05, + "loss": 0.103, + "step": 13360 + }, + { + "epoch": 11.99, + "learning_rate": 4.222022740873729e-05, + "loss": 0.1681, + "step": 13370 + }, + { + "epoch": 12.0, + "eval_accuracy": { + "accuracy": 0.9743776631531733 + }, + "eval_f1": { + "f1": 0.9731609997444961 + }, + "eval_loss": 0.07890967279672623, + "eval_precision": { + "precision": 0.973142077383281 + }, + "eval_recall": { + "recall": 0.9733127731609976 + }, + "eval_runtime": 161.9943, + "eval_samples_per_second": 110.103, + "eval_steps_per_second": 6.883, + "step": 13377 + }, + { + "epoch": 12.0, + "learning_rate": 4.2210253341312586e-05, + "loss": 0.1354, + "step": 13380 + }, + { + "epoch": 12.01, + "learning_rate": 4.220027927388789e-05, + "loss": 0.0893, + "step": 13390 + }, + { + "epoch": 12.02, + "learning_rate": 4.21903052064632e-05, + "loss": 0.1122, + "step": 13400 + }, + { + "epoch": 12.03, + "learning_rate": 4.2180331139038505e-05, + "loss": 0.0998, + "step": 13410 + }, + { + "epoch": 12.04, + "learning_rate": 4.217035707161381e-05, + "loss": 0.0957, + "step": 13420 + }, + { + "epoch": 12.05, + "learning_rate": 4.216038300418911e-05, + "loss": 0.1198, + "step": 13430 + }, + { + "epoch": 12.06, + "learning_rate": 4.215040893676441e-05, + "loss": 0.0966, + "step": 13440 + }, + { + "epoch": 12.07, + "learning_rate": 4.2140434869339716e-05, + "loss": 0.1341, + "step": 13450 + }, + { + "epoch": 12.07, + "learning_rate": 4.213046080191502e-05, + "loss": 0.1179, + "step": 13460 + }, + { + "epoch": 12.08, + "learning_rate": 4.212048673449033e-05, + "loss": 0.0897, + "step": 13470 + }, + { + "epoch": 12.09, + "learning_rate": 4.2110512667065635e-05, + "loss": 0.154, + "step": 13480 + }, + { + "epoch": 12.1, + "learning_rate": 4.2100538599640934e-05, + "loss": 0.1323, + "step": 13490 + }, + { + "epoch": 12.11, + "learning_rate": 4.209056453221624e-05, + "loss": 0.0912, + "step": 13500 + }, + { + "epoch": 12.12, + "learning_rate": 4.208059046479154e-05, + "loss": 0.1077, + "step": 13510 + }, + { + "epoch": 12.13, + "learning_rate": 4.2070616397366846e-05, + "loss": 0.109, + "step": 13520 + }, + { + "epoch": 12.14, + "learning_rate": 4.206064232994215e-05, + "loss": 0.0932, + "step": 13530 + }, + { + "epoch": 12.15, + "learning_rate": 4.205066826251746e-05, + "loss": 0.0827, + "step": 13540 + }, + { + "epoch": 12.16, + "learning_rate": 4.2040694195092764e-05, + "loss": 0.1725, + "step": 13550 + }, + { + "epoch": 12.16, + "learning_rate": 4.2030720127668064e-05, + "loss": 0.0932, + "step": 13560 + }, + { + "epoch": 12.17, + "learning_rate": 4.202074606024337e-05, + "loss": 0.1352, + "step": 13570 + }, + { + "epoch": 12.18, + "learning_rate": 4.2010771992818676e-05, + "loss": 0.1148, + "step": 13580 + }, + { + "epoch": 12.19, + "learning_rate": 4.2000797925393976e-05, + "loss": 0.1041, + "step": 13590 + }, + { + "epoch": 12.2, + "learning_rate": 4.199082385796928e-05, + "loss": 0.0899, + "step": 13600 + }, + { + "epoch": 12.21, + "learning_rate": 4.198084979054459e-05, + "loss": 0.115, + "step": 13610 + }, + { + "epoch": 12.22, + "learning_rate": 4.197087572311989e-05, + "loss": 0.1415, + "step": 13620 + }, + { + "epoch": 12.23, + "learning_rate": 4.1960901655695194e-05, + "loss": 0.0972, + "step": 13630 + }, + { + "epoch": 12.24, + "learning_rate": 4.19509275882705e-05, + "loss": 0.1286, + "step": 13640 + }, + { + "epoch": 12.24, + "learning_rate": 4.1940953520845806e-05, + "loss": 0.1106, + "step": 13650 + }, + { + "epoch": 12.25, + "learning_rate": 4.193097945342111e-05, + "loss": 0.0992, + "step": 13660 + }, + { + "epoch": 12.26, + "learning_rate": 4.192100538599641e-05, + "loss": 0.1457, + "step": 13670 + }, + { + "epoch": 12.27, + "learning_rate": 4.191103131857171e-05, + "loss": 0.1567, + "step": 13680 + }, + { + "epoch": 12.28, + "learning_rate": 4.190105725114702e-05, + "loss": 0.1121, + "step": 13690 + }, + { + "epoch": 12.29, + "learning_rate": 4.1891083183722323e-05, + "loss": 0.1257, + "step": 13700 + }, + { + "epoch": 12.3, + "learning_rate": 4.188110911629763e-05, + "loss": 0.1026, + "step": 13710 + }, + { + "epoch": 12.31, + "learning_rate": 4.1871135048872936e-05, + "loss": 0.0881, + "step": 13720 + }, + { + "epoch": 12.32, + "learning_rate": 4.186116098144824e-05, + "loss": 0.1186, + "step": 13730 + }, + { + "epoch": 12.33, + "learning_rate": 4.185118691402354e-05, + "loss": 0.1154, + "step": 13740 + }, + { + "epoch": 12.33, + "learning_rate": 4.184121284659884e-05, + "loss": 0.1001, + "step": 13750 + }, + { + "epoch": 12.34, + "learning_rate": 4.183123877917415e-05, + "loss": 0.0714, + "step": 13760 + }, + { + "epoch": 12.35, + "learning_rate": 4.182126471174945e-05, + "loss": 0.1276, + "step": 13770 + }, + { + "epoch": 12.36, + "learning_rate": 4.181129064432476e-05, + "loss": 0.1192, + "step": 13780 + }, + { + "epoch": 12.37, + "learning_rate": 4.1801316576900066e-05, + "loss": 0.1328, + "step": 13790 + }, + { + "epoch": 12.38, + "learning_rate": 4.1791342509475365e-05, + "loss": 0.08, + "step": 13800 + }, + { + "epoch": 12.39, + "learning_rate": 4.178136844205067e-05, + "loss": 0.1459, + "step": 13810 + }, + { + "epoch": 12.4, + "learning_rate": 4.177139437462597e-05, + "loss": 0.1012, + "step": 13820 + }, + { + "epoch": 12.41, + "learning_rate": 4.176142030720128e-05, + "loss": 0.0934, + "step": 13830 + }, + { + "epoch": 12.42, + "learning_rate": 4.175144623977658e-05, + "loss": 0.1223, + "step": 13840 + }, + { + "epoch": 12.42, + "learning_rate": 4.174147217235189e-05, + "loss": 0.0905, + "step": 13850 + }, + { + "epoch": 12.43, + "learning_rate": 4.173149810492719e-05, + "loss": 0.1463, + "step": 13860 + }, + { + "epoch": 12.44, + "learning_rate": 4.1721524037502495e-05, + "loss": 0.1266, + "step": 13870 + }, + { + "epoch": 12.45, + "learning_rate": 4.17115499700778e-05, + "loss": 0.1075, + "step": 13880 + }, + { + "epoch": 12.46, + "learning_rate": 4.170157590265311e-05, + "loss": 0.1003, + "step": 13890 + }, + { + "epoch": 12.47, + "learning_rate": 4.1691601835228407e-05, + "loss": 0.1095, + "step": 13900 + }, + { + "epoch": 12.48, + "learning_rate": 4.168162776780371e-05, + "loss": 0.1053, + "step": 13910 + }, + { + "epoch": 12.49, + "learning_rate": 4.167165370037901e-05, + "loss": 0.1165, + "step": 13920 + }, + { + "epoch": 12.5, + "learning_rate": 4.166167963295432e-05, + "loss": 0.1243, + "step": 13930 + }, + { + "epoch": 12.51, + "learning_rate": 4.1651705565529625e-05, + "loss": 0.1329, + "step": 13940 + }, + { + "epoch": 12.51, + "learning_rate": 4.164173149810493e-05, + "loss": 0.1065, + "step": 13950 + }, + { + "epoch": 12.52, + "learning_rate": 4.163175743068024e-05, + "loss": 0.1049, + "step": 13960 + }, + { + "epoch": 12.53, + "learning_rate": 4.162178336325554e-05, + "loss": 0.1283, + "step": 13970 + }, + { + "epoch": 12.54, + "learning_rate": 4.161180929583084e-05, + "loss": 0.1076, + "step": 13980 + }, + { + "epoch": 12.55, + "learning_rate": 4.160183522840614e-05, + "loss": 0.1303, + "step": 13990 + }, + { + "epoch": 12.56, + "learning_rate": 4.159186116098145e-05, + "loss": 0.1264, + "step": 14000 + }, + { + "epoch": 12.57, + "learning_rate": 4.1581887093556754e-05, + "loss": 0.1266, + "step": 14010 + }, + { + "epoch": 12.58, + "learning_rate": 4.157191302613206e-05, + "loss": 0.1347, + "step": 14020 + }, + { + "epoch": 12.59, + "learning_rate": 4.156193895870737e-05, + "loss": 0.1209, + "step": 14030 + }, + { + "epoch": 12.59, + "learning_rate": 4.1551964891282666e-05, + "loss": 0.1074, + "step": 14040 + }, + { + "epoch": 12.6, + "learning_rate": 4.154199082385797e-05, + "loss": 0.1025, + "step": 14050 + }, + { + "epoch": 12.61, + "learning_rate": 4.153201675643327e-05, + "loss": 0.1173, + "step": 14060 + }, + { + "epoch": 12.62, + "learning_rate": 4.152204268900858e-05, + "loss": 0.122, + "step": 14070 + }, + { + "epoch": 12.63, + "learning_rate": 4.1512068621583884e-05, + "loss": 0.1153, + "step": 14080 + }, + { + "epoch": 12.64, + "learning_rate": 4.150209455415919e-05, + "loss": 0.1121, + "step": 14090 + }, + { + "epoch": 12.65, + "learning_rate": 4.149212048673449e-05, + "loss": 0.1113, + "step": 14100 + }, + { + "epoch": 12.66, + "learning_rate": 4.1482146419309796e-05, + "loss": 0.0897, + "step": 14110 + }, + { + "epoch": 12.67, + "learning_rate": 4.14721723518851e-05, + "loss": 0.0956, + "step": 14120 + }, + { + "epoch": 12.68, + "learning_rate": 4.146219828446041e-05, + "loss": 0.0917, + "step": 14130 + }, + { + "epoch": 12.68, + "learning_rate": 4.145222421703571e-05, + "loss": 0.1219, + "step": 14140 + }, + { + "epoch": 12.69, + "learning_rate": 4.1442250149611014e-05, + "loss": 0.1079, + "step": 14150 + }, + { + "epoch": 12.7, + "learning_rate": 4.143227608218631e-05, + "loss": 0.0977, + "step": 14160 + }, + { + "epoch": 12.71, + "learning_rate": 4.142230201476162e-05, + "loss": 0.1064, + "step": 14170 + }, + { + "epoch": 12.72, + "learning_rate": 4.1412327947336926e-05, + "loss": 0.1123, + "step": 14180 + }, + { + "epoch": 12.73, + "learning_rate": 4.140235387991223e-05, + "loss": 0.1227, + "step": 14190 + }, + { + "epoch": 12.74, + "learning_rate": 4.139237981248754e-05, + "loss": 0.1035, + "step": 14200 + }, + { + "epoch": 12.75, + "learning_rate": 4.1382405745062844e-05, + "loss": 0.1254, + "step": 14210 + }, + { + "epoch": 12.76, + "learning_rate": 4.1372431677638144e-05, + "loss": 0.1331, + "step": 14220 + }, + { + "epoch": 12.77, + "learning_rate": 4.136245761021344e-05, + "loss": 0.1123, + "step": 14230 + }, + { + "epoch": 12.77, + "learning_rate": 4.135248354278875e-05, + "loss": 0.0924, + "step": 14240 + }, + { + "epoch": 12.78, + "learning_rate": 4.1342509475364056e-05, + "loss": 0.1135, + "step": 14250 + }, + { + "epoch": 12.79, + "learning_rate": 4.133253540793936e-05, + "loss": 0.1399, + "step": 14260 + }, + { + "epoch": 12.8, + "learning_rate": 4.132256134051467e-05, + "loss": 0.1022, + "step": 14270 + }, + { + "epoch": 12.81, + "learning_rate": 4.131258727308997e-05, + "loss": 0.1232, + "step": 14280 + }, + { + "epoch": 12.82, + "learning_rate": 4.1302613205665274e-05, + "loss": 0.1135, + "step": 14290 + }, + { + "epoch": 12.83, + "learning_rate": 4.129263913824057e-05, + "loss": 0.0942, + "step": 14300 + }, + { + "epoch": 12.84, + "learning_rate": 4.128266507081588e-05, + "loss": 0.1004, + "step": 14310 + }, + { + "epoch": 12.85, + "learning_rate": 4.1272691003391185e-05, + "loss": 0.1098, + "step": 14320 + }, + { + "epoch": 12.85, + "learning_rate": 4.126271693596649e-05, + "loss": 0.1168, + "step": 14330 + }, + { + "epoch": 12.86, + "learning_rate": 4.125274286854179e-05, + "loss": 0.1083, + "step": 14340 + }, + { + "epoch": 12.87, + "learning_rate": 4.12427688011171e-05, + "loss": 0.1093, + "step": 14350 + }, + { + "epoch": 12.88, + "learning_rate": 4.12327947336924e-05, + "loss": 0.1071, + "step": 14360 + }, + { + "epoch": 12.89, + "learning_rate": 4.122282066626771e-05, + "loss": 0.1147, + "step": 14370 + }, + { + "epoch": 12.9, + "learning_rate": 4.121284659884301e-05, + "loss": 0.1371, + "step": 14380 + }, + { + "epoch": 12.91, + "learning_rate": 4.1202872531418315e-05, + "loss": 0.11, + "step": 14390 + }, + { + "epoch": 12.92, + "learning_rate": 4.1192898463993615e-05, + "loss": 0.1167, + "step": 14400 + }, + { + "epoch": 12.93, + "learning_rate": 4.118292439656892e-05, + "loss": 0.0954, + "step": 14410 + }, + { + "epoch": 12.94, + "learning_rate": 4.117295032914423e-05, + "loss": 0.1242, + "step": 14420 + }, + { + "epoch": 12.94, + "learning_rate": 4.116297626171953e-05, + "loss": 0.0974, + "step": 14430 + }, + { + "epoch": 12.95, + "learning_rate": 4.115300219429484e-05, + "loss": 0.0991, + "step": 14440 + }, + { + "epoch": 12.96, + "learning_rate": 4.1143028126870145e-05, + "loss": 0.0988, + "step": 14450 + }, + { + "epoch": 12.97, + "learning_rate": 4.1133054059445445e-05, + "loss": 0.0949, + "step": 14460 + }, + { + "epoch": 12.98, + "learning_rate": 4.1123079992020744e-05, + "loss": 0.1157, + "step": 14470 + }, + { + "epoch": 12.99, + "learning_rate": 4.111310592459605e-05, + "loss": 0.1037, + "step": 14480 + }, + { + "epoch": 13.0, + "learning_rate": 4.110313185717136e-05, + "loss": 0.0998, + "step": 14490 + }, + { + "epoch": 13.0, + "eval_accuracy": { + "accuracy": 0.9749943933617403 + }, + "eval_f1": { + "f1": 0.9737724540493713 + }, + "eval_loss": 0.07498600333929062, + "eval_precision": { + "precision": 0.9739505389554447 + }, + "eval_recall": { + "recall": 0.9737043141281871 + }, + "eval_runtime": 172.5529, + "eval_samples_per_second": 103.365, + "eval_steps_per_second": 6.462, + "step": 14491 + }, + { + "epoch": 13.01, + "learning_rate": 4.109315778974666e-05, + "loss": 0.1154, + "step": 14500 + }, + { + "epoch": 13.02, + "learning_rate": 4.108318372232197e-05, + "loss": 0.0994, + "step": 14510 + }, + { + "epoch": 13.03, + "learning_rate": 4.107320965489727e-05, + "loss": 0.0747, + "step": 14520 + }, + { + "epoch": 13.03, + "learning_rate": 4.1063235587472575e-05, + "loss": 0.0722, + "step": 14530 + }, + { + "epoch": 13.04, + "learning_rate": 4.1053261520047874e-05, + "loss": 0.1177, + "step": 14540 + }, + { + "epoch": 13.05, + "learning_rate": 4.104328745262318e-05, + "loss": 0.0982, + "step": 14550 + }, + { + "epoch": 13.06, + "learning_rate": 4.1033313385198486e-05, + "loss": 0.127, + "step": 14560 + }, + { + "epoch": 13.07, + "learning_rate": 4.102333931777379e-05, + "loss": 0.1065, + "step": 14570 + }, + { + "epoch": 13.08, + "learning_rate": 4.101336525034909e-05, + "loss": 0.1178, + "step": 14580 + }, + { + "epoch": 13.09, + "learning_rate": 4.10033911829244e-05, + "loss": 0.0873, + "step": 14590 + }, + { + "epoch": 13.1, + "learning_rate": 4.0993417115499704e-05, + "loss": 0.1118, + "step": 14600 + }, + { + "epoch": 13.11, + "learning_rate": 4.0983443048075004e-05, + "loss": 0.1068, + "step": 14610 + }, + { + "epoch": 13.12, + "learning_rate": 4.097346898065031e-05, + "loss": 0.1106, + "step": 14620 + }, + { + "epoch": 13.12, + "learning_rate": 4.0963494913225616e-05, + "loss": 0.1089, + "step": 14630 + }, + { + "epoch": 13.13, + "learning_rate": 4.0953520845800916e-05, + "loss": 0.1607, + "step": 14640 + }, + { + "epoch": 13.14, + "learning_rate": 4.094354677837622e-05, + "loss": 0.1101, + "step": 14650 + }, + { + "epoch": 13.15, + "learning_rate": 4.093357271095153e-05, + "loss": 0.1129, + "step": 14660 + }, + { + "epoch": 13.16, + "learning_rate": 4.0923598643526834e-05, + "loss": 0.1169, + "step": 14670 + }, + { + "epoch": 13.17, + "learning_rate": 4.091362457610214e-05, + "loss": 0.1141, + "step": 14680 + }, + { + "epoch": 13.18, + "learning_rate": 4.090365050867744e-05, + "loss": 0.1041, + "step": 14690 + }, + { + "epoch": 13.19, + "learning_rate": 4.0893676441252746e-05, + "loss": 0.1018, + "step": 14700 + }, + { + "epoch": 13.2, + "learning_rate": 4.0883702373828045e-05, + "loss": 0.1089, + "step": 14710 + }, + { + "epoch": 13.2, + "learning_rate": 4.087372830640335e-05, + "loss": 0.1105, + "step": 14720 + }, + { + "epoch": 13.21, + "learning_rate": 4.086375423897866e-05, + "loss": 0.1029, + "step": 14730 + }, + { + "epoch": 13.22, + "learning_rate": 4.0853780171553964e-05, + "loss": 0.1364, + "step": 14740 + }, + { + "epoch": 13.23, + "learning_rate": 4.084380610412927e-05, + "loss": 0.1041, + "step": 14750 + }, + { + "epoch": 13.24, + "learning_rate": 4.083383203670457e-05, + "loss": 0.1103, + "step": 14760 + }, + { + "epoch": 13.25, + "learning_rate": 4.082385796927987e-05, + "loss": 0.1155, + "step": 14770 + }, + { + "epoch": 13.26, + "learning_rate": 4.0813883901855175e-05, + "loss": 0.1258, + "step": 14780 + }, + { + "epoch": 13.27, + "learning_rate": 4.080390983443048e-05, + "loss": 0.0947, + "step": 14790 + }, + { + "epoch": 13.28, + "learning_rate": 4.079393576700579e-05, + "loss": 0.0969, + "step": 14800 + }, + { + "epoch": 13.29, + "learning_rate": 4.0783961699581094e-05, + "loss": 0.1169, + "step": 14810 + }, + { + "epoch": 13.29, + "learning_rate": 4.077398763215639e-05, + "loss": 0.0877, + "step": 14820 + }, + { + "epoch": 13.3, + "learning_rate": 4.07640135647317e-05, + "loss": 0.0979, + "step": 14830 + }, + { + "epoch": 13.31, + "learning_rate": 4.0754039497307006e-05, + "loss": 0.0894, + "step": 14840 + }, + { + "epoch": 13.32, + "learning_rate": 4.0744065429882305e-05, + "loss": 0.1537, + "step": 14850 + }, + { + "epoch": 13.33, + "learning_rate": 4.073409136245761e-05, + "loss": 0.0964, + "step": 14860 + }, + { + "epoch": 13.34, + "learning_rate": 4.072411729503292e-05, + "loss": 0.1393, + "step": 14870 + }, + { + "epoch": 13.35, + "learning_rate": 4.071414322760822e-05, + "loss": 0.1681, + "step": 14880 + }, + { + "epoch": 13.36, + "learning_rate": 4.070416916018352e-05, + "loss": 0.1072, + "step": 14890 + }, + { + "epoch": 13.37, + "learning_rate": 4.069419509275883e-05, + "loss": 0.0971, + "step": 14900 + }, + { + "epoch": 13.38, + "learning_rate": 4.0684221025334135e-05, + "loss": 0.0972, + "step": 14910 + }, + { + "epoch": 13.38, + "learning_rate": 4.067424695790944e-05, + "loss": 0.1325, + "step": 14920 + }, + { + "epoch": 13.39, + "learning_rate": 4.066427289048474e-05, + "loss": 0.1205, + "step": 14930 + }, + { + "epoch": 13.4, + "learning_rate": 4.065429882306005e-05, + "loss": 0.0846, + "step": 14940 + }, + { + "epoch": 13.41, + "learning_rate": 4.064432475563535e-05, + "loss": 0.1352, + "step": 14950 + }, + { + "epoch": 13.42, + "learning_rate": 4.063435068821065e-05, + "loss": 0.1269, + "step": 14960 + }, + { + "epoch": 13.43, + "learning_rate": 4.062437662078596e-05, + "loss": 0.1143, + "step": 14970 + }, + { + "epoch": 13.44, + "learning_rate": 4.0614402553361265e-05, + "loss": 0.0854, + "step": 14980 + }, + { + "epoch": 13.45, + "learning_rate": 4.060442848593657e-05, + "loss": 0.0991, + "step": 14990 + }, + { + "epoch": 13.46, + "learning_rate": 4.059445441851187e-05, + "loss": 0.1022, + "step": 15000 + }, + { + "epoch": 13.46, + "learning_rate": 4.058448035108717e-05, + "loss": 0.1268, + "step": 15010 + }, + { + "epoch": 13.47, + "learning_rate": 4.0574506283662476e-05, + "loss": 0.0857, + "step": 15020 + }, + { + "epoch": 13.48, + "learning_rate": 4.056453221623778e-05, + "loss": 0.1497, + "step": 15030 + }, + { + "epoch": 13.49, + "learning_rate": 4.055455814881309e-05, + "loss": 0.0904, + "step": 15040 + }, + { + "epoch": 13.5, + "learning_rate": 4.0544584081388395e-05, + "loss": 0.128, + "step": 15050 + }, + { + "epoch": 13.51, + "learning_rate": 4.0534610013963694e-05, + "loss": 0.1283, + "step": 15060 + }, + { + "epoch": 13.52, + "learning_rate": 4.0524635946539e-05, + "loss": 0.1183, + "step": 15070 + }, + { + "epoch": 13.53, + "learning_rate": 4.051466187911431e-05, + "loss": 0.1405, + "step": 15080 + }, + { + "epoch": 13.54, + "learning_rate": 4.0504687811689606e-05, + "loss": 0.1043, + "step": 15090 + }, + { + "epoch": 13.55, + "learning_rate": 4.049471374426491e-05, + "loss": 0.0991, + "step": 15100 + }, + { + "epoch": 13.55, + "learning_rate": 4.048473967684022e-05, + "loss": 0.1278, + "step": 15110 + }, + { + "epoch": 13.56, + "learning_rate": 4.0474765609415525e-05, + "loss": 0.1198, + "step": 15120 + }, + { + "epoch": 13.57, + "learning_rate": 4.0464791541990824e-05, + "loss": 0.0714, + "step": 15130 + }, + { + "epoch": 13.58, + "learning_rate": 4.045481747456613e-05, + "loss": 0.1306, + "step": 15140 + }, + { + "epoch": 13.59, + "learning_rate": 4.0444843407141437e-05, + "loss": 0.0716, + "step": 15150 + }, + { + "epoch": 13.6, + "learning_rate": 4.043486933971674e-05, + "loss": 0.1188, + "step": 15160 + }, + { + "epoch": 13.61, + "learning_rate": 4.042489527229204e-05, + "loss": 0.078, + "step": 15170 + }, + { + "epoch": 13.62, + "learning_rate": 4.041492120486735e-05, + "loss": 0.1037, + "step": 15180 + }, + { + "epoch": 13.63, + "learning_rate": 4.040494713744265e-05, + "loss": 0.1074, + "step": 15190 + }, + { + "epoch": 13.64, + "learning_rate": 4.0394973070017954e-05, + "loss": 0.1003, + "step": 15200 + }, + { + "epoch": 13.64, + "learning_rate": 4.038499900259326e-05, + "loss": 0.1538, + "step": 15210 + }, + { + "epoch": 13.65, + "learning_rate": 4.0375024935168566e-05, + "loss": 0.1044, + "step": 15220 + }, + { + "epoch": 13.66, + "learning_rate": 4.036505086774387e-05, + "loss": 0.1202, + "step": 15230 + }, + { + "epoch": 13.67, + "learning_rate": 4.035507680031917e-05, + "loss": 0.1156, + "step": 15240 + }, + { + "epoch": 13.68, + "learning_rate": 4.034510273289447e-05, + "loss": 0.1022, + "step": 15250 + }, + { + "epoch": 13.69, + "learning_rate": 4.033512866546978e-05, + "loss": 0.1139, + "step": 15260 + }, + { + "epoch": 13.7, + "learning_rate": 4.0325154598045084e-05, + "loss": 0.1309, + "step": 15270 + }, + { + "epoch": 13.71, + "learning_rate": 4.031518053062039e-05, + "loss": 0.1251, + "step": 15280 + }, + { + "epoch": 13.72, + "learning_rate": 4.0305206463195696e-05, + "loss": 0.0879, + "step": 15290 + }, + { + "epoch": 13.73, + "learning_rate": 4.0295232395770996e-05, + "loss": 0.0786, + "step": 15300 + }, + { + "epoch": 13.73, + "learning_rate": 4.02852583283463e-05, + "loss": 0.089, + "step": 15310 + }, + { + "epoch": 13.74, + "learning_rate": 4.02752842609216e-05, + "loss": 0.1149, + "step": 15320 + }, + { + "epoch": 13.75, + "learning_rate": 4.026531019349691e-05, + "loss": 0.0929, + "step": 15330 + }, + { + "epoch": 13.76, + "learning_rate": 4.0255336126072214e-05, + "loss": 0.0804, + "step": 15340 + }, + { + "epoch": 13.77, + "learning_rate": 4.024536205864752e-05, + "loss": 0.1287, + "step": 15350 + }, + { + "epoch": 13.78, + "learning_rate": 4.0235387991222826e-05, + "loss": 0.0876, + "step": 15360 + }, + { + "epoch": 13.79, + "learning_rate": 4.0225413923798125e-05, + "loss": 0.131, + "step": 15370 + }, + { + "epoch": 13.8, + "learning_rate": 4.021543985637343e-05, + "loss": 0.105, + "step": 15380 + }, + { + "epoch": 13.81, + "learning_rate": 4.020546578894874e-05, + "loss": 0.0976, + "step": 15390 + }, + { + "epoch": 13.81, + "learning_rate": 4.019549172152404e-05, + "loss": 0.0979, + "step": 15400 + }, + { + "epoch": 13.82, + "learning_rate": 4.018551765409934e-05, + "loss": 0.0895, + "step": 15410 + }, + { + "epoch": 13.83, + "learning_rate": 4.017554358667465e-05, + "loss": 0.1029, + "step": 15420 + }, + { + "epoch": 13.84, + "learning_rate": 4.016556951924995e-05, + "loss": 0.0611, + "step": 15430 + }, + { + "epoch": 13.85, + "learning_rate": 4.0155595451825255e-05, + "loss": 0.1051, + "step": 15440 + }, + { + "epoch": 13.86, + "learning_rate": 4.014562138440056e-05, + "loss": 0.1059, + "step": 15450 + }, + { + "epoch": 13.87, + "learning_rate": 4.013564731697587e-05, + "loss": 0.1386, + "step": 15460 + }, + { + "epoch": 13.88, + "learning_rate": 4.0125673249551174e-05, + "loss": 0.1037, + "step": 15470 + }, + { + "epoch": 13.89, + "learning_rate": 4.011569918212647e-05, + "loss": 0.115, + "step": 15480 + }, + { + "epoch": 13.9, + "learning_rate": 4.010572511470177e-05, + "loss": 0.0987, + "step": 15490 + }, + { + "epoch": 13.9, + "learning_rate": 4.009575104727708e-05, + "loss": 0.1062, + "step": 15500 + }, + { + "epoch": 13.91, + "learning_rate": 4.0085776979852385e-05, + "loss": 0.0999, + "step": 15510 + }, + { + "epoch": 13.92, + "learning_rate": 4.007580291242769e-05, + "loss": 0.101, + "step": 15520 + }, + { + "epoch": 13.93, + "learning_rate": 4.0065828845003e-05, + "loss": 0.1343, + "step": 15530 + }, + { + "epoch": 13.94, + "learning_rate": 4.00558547775783e-05, + "loss": 0.1048, + "step": 15540 + }, + { + "epoch": 13.95, + "learning_rate": 4.00458807101536e-05, + "loss": 0.0906, + "step": 15550 + }, + { + "epoch": 13.96, + "learning_rate": 4.00359066427289e-05, + "loss": 0.1213, + "step": 15560 + }, + { + "epoch": 13.97, + "learning_rate": 4.002593257530421e-05, + "loss": 0.098, + "step": 15570 + }, + { + "epoch": 13.98, + "learning_rate": 4.0015958507879515e-05, + "loss": 0.0989, + "step": 15580 + }, + { + "epoch": 13.99, + "learning_rate": 4.000598444045482e-05, + "loss": 0.1009, + "step": 15590 + }, + { + "epoch": 13.99, + "learning_rate": 3.999601037303013e-05, + "loss": 0.0968, + "step": 15600 + }, + { + "epoch": 14.0, + "eval_accuracy": { + "accuracy": 0.9737609329446064 + }, + "eval_f1": { + "f1": 0.9722837146803432 + }, + "eval_loss": 0.08372773230075836, + "eval_precision": { + "precision": 0.9729901044455692 + }, + "eval_recall": { + "recall": 0.9716272189580044 + }, + "eval_runtime": 170.2624, + "eval_samples_per_second": 104.756, + "eval_steps_per_second": 6.549, + "step": 15606 + }, + { + "epoch": 14.0, + "learning_rate": 3.9986036305605427e-05, + "loss": 0.0796, + "step": 15610 + }, + { + "epoch": 14.01, + "learning_rate": 3.997606223818073e-05, + "loss": 0.1053, + "step": 15620 + }, + { + "epoch": 14.02, + "learning_rate": 3.996608817075604e-05, + "loss": 0.0848, + "step": 15630 + }, + { + "epoch": 14.03, + "learning_rate": 3.995611410333134e-05, + "loss": 0.1338, + "step": 15640 + }, + { + "epoch": 14.04, + "learning_rate": 3.9946140035906645e-05, + "loss": 0.1082, + "step": 15650 + }, + { + "epoch": 14.05, + "learning_rate": 3.993616596848195e-05, + "loss": 0.1077, + "step": 15660 + }, + { + "epoch": 14.06, + "learning_rate": 3.992619190105725e-05, + "loss": 0.1097, + "step": 15670 + }, + { + "epoch": 14.07, + "learning_rate": 3.9916217833632556e-05, + "loss": 0.0874, + "step": 15680 + }, + { + "epoch": 14.07, + "learning_rate": 3.990624376620786e-05, + "loss": 0.128, + "step": 15690 + }, + { + "epoch": 14.08, + "learning_rate": 3.989626969878317e-05, + "loss": 0.0785, + "step": 15700 + }, + { + "epoch": 14.09, + "learning_rate": 3.9886295631358475e-05, + "loss": 0.1114, + "step": 15710 + }, + { + "epoch": 14.1, + "learning_rate": 3.9876321563933774e-05, + "loss": 0.1153, + "step": 15720 + }, + { + "epoch": 14.11, + "learning_rate": 3.9866347496509074e-05, + "loss": 0.1061, + "step": 15730 + }, + { + "epoch": 14.12, + "learning_rate": 3.985637342908438e-05, + "loss": 0.0764, + "step": 15740 + }, + { + "epoch": 14.13, + "learning_rate": 3.9846399361659686e-05, + "loss": 0.0995, + "step": 15750 + }, + { + "epoch": 14.14, + "learning_rate": 3.983642529423499e-05, + "loss": 0.1197, + "step": 15760 + }, + { + "epoch": 14.15, + "learning_rate": 3.98264512268103e-05, + "loss": 0.0706, + "step": 15770 + }, + { + "epoch": 14.16, + "learning_rate": 3.98164771593856e-05, + "loss": 0.0785, + "step": 15780 + }, + { + "epoch": 14.16, + "learning_rate": 3.9806503091960904e-05, + "loss": 0.1034, + "step": 15790 + }, + { + "epoch": 14.17, + "learning_rate": 3.9796529024536204e-05, + "loss": 0.1011, + "step": 15800 + }, + { + "epoch": 14.18, + "learning_rate": 3.978655495711151e-05, + "loss": 0.1235, + "step": 15810 + }, + { + "epoch": 14.19, + "learning_rate": 3.9776580889686816e-05, + "loss": 0.1249, + "step": 15820 + }, + { + "epoch": 14.2, + "learning_rate": 3.976660682226212e-05, + "loss": 0.0985, + "step": 15830 + }, + { + "epoch": 14.21, + "learning_rate": 3.975663275483743e-05, + "loss": 0.1329, + "step": 15840 + }, + { + "epoch": 14.22, + "learning_rate": 3.974665868741273e-05, + "loss": 0.0857, + "step": 15850 + }, + { + "epoch": 14.23, + "learning_rate": 3.9736684619988034e-05, + "loss": 0.1094, + "step": 15860 + }, + { + "epoch": 14.24, + "learning_rate": 3.972671055256334e-05, + "loss": 0.1267, + "step": 15870 + }, + { + "epoch": 14.25, + "learning_rate": 3.971673648513864e-05, + "loss": 0.1014, + "step": 15880 + }, + { + "epoch": 14.25, + "learning_rate": 3.9706762417713946e-05, + "loss": 0.1012, + "step": 15890 + }, + { + "epoch": 14.26, + "learning_rate": 3.969678835028925e-05, + "loss": 0.09, + "step": 15900 + }, + { + "epoch": 14.27, + "learning_rate": 3.968681428286455e-05, + "loss": 0.0867, + "step": 15910 + }, + { + "epoch": 14.28, + "learning_rate": 3.967684021543986e-05, + "loss": 0.0931, + "step": 15920 + }, + { + "epoch": 14.29, + "learning_rate": 3.9666866148015164e-05, + "loss": 0.0928, + "step": 15930 + }, + { + "epoch": 14.3, + "learning_rate": 3.965689208059047e-05, + "loss": 0.0676, + "step": 15940 + }, + { + "epoch": 14.31, + "learning_rate": 3.9646918013165776e-05, + "loss": 0.0823, + "step": 15950 + }, + { + "epoch": 14.32, + "learning_rate": 3.9636943945741075e-05, + "loss": 0.1044, + "step": 15960 + }, + { + "epoch": 14.33, + "learning_rate": 3.9626969878316375e-05, + "loss": 0.09, + "step": 15970 + }, + { + "epoch": 14.34, + "learning_rate": 3.961699581089168e-05, + "loss": 0.0941, + "step": 15980 + }, + { + "epoch": 14.34, + "learning_rate": 3.960702174346699e-05, + "loss": 0.0897, + "step": 15990 + }, + { + "epoch": 14.35, + "learning_rate": 3.9597047676042293e-05, + "loss": 0.0934, + "step": 16000 + }, + { + "epoch": 14.36, + "learning_rate": 3.95870736086176e-05, + "loss": 0.1458, + "step": 16010 + }, + { + "epoch": 14.37, + "learning_rate": 3.95770995411929e-05, + "loss": 0.0936, + "step": 16020 + }, + { + "epoch": 14.38, + "learning_rate": 3.9567125473768205e-05, + "loss": 0.1156, + "step": 16030 + }, + { + "epoch": 14.39, + "learning_rate": 3.9557151406343505e-05, + "loss": 0.1378, + "step": 16040 + }, + { + "epoch": 14.4, + "learning_rate": 3.954717733891881e-05, + "loss": 0.0886, + "step": 16050 + }, + { + "epoch": 14.41, + "learning_rate": 3.953720327149412e-05, + "loss": 0.1047, + "step": 16060 + }, + { + "epoch": 14.42, + "learning_rate": 3.952722920406942e-05, + "loss": 0.1054, + "step": 16070 + }, + { + "epoch": 14.42, + "learning_rate": 3.951725513664473e-05, + "loss": 0.073, + "step": 16080 + }, + { + "epoch": 14.43, + "learning_rate": 3.950728106922003e-05, + "loss": 0.1193, + "step": 16090 + }, + { + "epoch": 14.44, + "learning_rate": 3.9497307001795335e-05, + "loss": 0.0978, + "step": 16100 + }, + { + "epoch": 14.45, + "learning_rate": 3.9487332934370634e-05, + "loss": 0.1323, + "step": 16110 + }, + { + "epoch": 14.46, + "learning_rate": 3.947735886694594e-05, + "loss": 0.1283, + "step": 16120 + }, + { + "epoch": 14.47, + "learning_rate": 3.946738479952125e-05, + "loss": 0.1021, + "step": 16130 + }, + { + "epoch": 14.48, + "learning_rate": 3.945741073209655e-05, + "loss": 0.116, + "step": 16140 + }, + { + "epoch": 14.49, + "learning_rate": 3.944743666467185e-05, + "loss": 0.074, + "step": 16150 + }, + { + "epoch": 14.5, + "learning_rate": 3.943746259724716e-05, + "loss": 0.1102, + "step": 16160 + }, + { + "epoch": 14.51, + "learning_rate": 3.9427488529822465e-05, + "loss": 0.0895, + "step": 16170 + }, + { + "epoch": 14.51, + "learning_rate": 3.941751446239777e-05, + "loss": 0.1106, + "step": 16180 + }, + { + "epoch": 14.52, + "learning_rate": 3.940754039497307e-05, + "loss": 0.1006, + "step": 16190 + }, + { + "epoch": 14.53, + "learning_rate": 3.939756632754838e-05, + "loss": 0.1123, + "step": 16200 + }, + { + "epoch": 14.54, + "learning_rate": 3.9387592260123676e-05, + "loss": 0.1302, + "step": 16210 + }, + { + "epoch": 14.55, + "learning_rate": 3.937761819269898e-05, + "loss": 0.0982, + "step": 16220 + }, + { + "epoch": 14.56, + "learning_rate": 3.936764412527429e-05, + "loss": 0.099, + "step": 16230 + }, + { + "epoch": 14.57, + "learning_rate": 3.9357670057849595e-05, + "loss": 0.1191, + "step": 16240 + }, + { + "epoch": 14.58, + "learning_rate": 3.93476959904249e-05, + "loss": 0.1029, + "step": 16250 + }, + { + "epoch": 14.59, + "learning_rate": 3.933772192300021e-05, + "loss": 0.079, + "step": 16260 + }, + { + "epoch": 14.6, + "learning_rate": 3.93277478555755e-05, + "loss": 0.106, + "step": 16270 + }, + { + "epoch": 14.6, + "learning_rate": 3.9317773788150806e-05, + "loss": 0.1149, + "step": 16280 + }, + { + "epoch": 14.61, + "learning_rate": 3.930779972072611e-05, + "loss": 0.0746, + "step": 16290 + }, + { + "epoch": 14.62, + "learning_rate": 3.929782565330142e-05, + "loss": 0.1073, + "step": 16300 + }, + { + "epoch": 14.63, + "learning_rate": 3.9287851585876724e-05, + "loss": 0.08, + "step": 16310 + }, + { + "epoch": 14.64, + "learning_rate": 3.927787751845203e-05, + "loss": 0.1228, + "step": 16320 + }, + { + "epoch": 14.65, + "learning_rate": 3.926790345102733e-05, + "loss": 0.1137, + "step": 16330 + }, + { + "epoch": 14.66, + "learning_rate": 3.9257929383602636e-05, + "loss": 0.1034, + "step": 16340 + }, + { + "epoch": 14.67, + "learning_rate": 3.9247955316177936e-05, + "loss": 0.0831, + "step": 16350 + }, + { + "epoch": 14.68, + "learning_rate": 3.923798124875324e-05, + "loss": 0.1098, + "step": 16360 + }, + { + "epoch": 14.68, + "learning_rate": 3.922800718132855e-05, + "loss": 0.1308, + "step": 16370 + }, + { + "epoch": 14.69, + "learning_rate": 3.9218033113903854e-05, + "loss": 0.1113, + "step": 16380 + }, + { + "epoch": 14.7, + "learning_rate": 3.9208059046479154e-05, + "loss": 0.1266, + "step": 16390 + }, + { + "epoch": 14.71, + "learning_rate": 3.919808497905446e-05, + "loss": 0.1002, + "step": 16400 + }, + { + "epoch": 14.72, + "learning_rate": 3.9188110911629766e-05, + "loss": 0.0909, + "step": 16410 + }, + { + "epoch": 14.73, + "learning_rate": 3.917813684420507e-05, + "loss": 0.1446, + "step": 16420 + }, + { + "epoch": 14.74, + "learning_rate": 3.916816277678037e-05, + "loss": 0.0919, + "step": 16430 + }, + { + "epoch": 14.75, + "learning_rate": 3.915818870935568e-05, + "loss": 0.1184, + "step": 16440 + }, + { + "epoch": 14.76, + "learning_rate": 3.914821464193098e-05, + "loss": 0.1161, + "step": 16450 + }, + { + "epoch": 14.77, + "learning_rate": 3.9138240574506283e-05, + "loss": 0.091, + "step": 16460 + }, + { + "epoch": 14.77, + "learning_rate": 3.912826650708159e-05, + "loss": 0.0807, + "step": 16470 + }, + { + "epoch": 14.78, + "learning_rate": 3.9118292439656896e-05, + "loss": 0.0796, + "step": 16480 + }, + { + "epoch": 14.79, + "learning_rate": 3.91083183722322e-05, + "loss": 0.1246, + "step": 16490 + }, + { + "epoch": 14.8, + "learning_rate": 3.909834430480751e-05, + "loss": 0.1058, + "step": 16500 + }, + { + "epoch": 14.81, + "learning_rate": 3.908837023738281e-05, + "loss": 0.0909, + "step": 16510 + }, + { + "epoch": 14.82, + "learning_rate": 3.907839616995811e-05, + "loss": 0.081, + "step": 16520 + }, + { + "epoch": 14.83, + "learning_rate": 3.906842210253341e-05, + "loss": 0.1071, + "step": 16530 + }, + { + "epoch": 14.84, + "learning_rate": 3.905844803510872e-05, + "loss": 0.101, + "step": 16540 + }, + { + "epoch": 14.85, + "learning_rate": 3.9048473967684026e-05, + "loss": 0.12, + "step": 16550 + }, + { + "epoch": 14.86, + "learning_rate": 3.903849990025933e-05, + "loss": 0.1199, + "step": 16560 + }, + { + "epoch": 14.86, + "learning_rate": 3.902852583283463e-05, + "loss": 0.0715, + "step": 16570 + }, + { + "epoch": 14.87, + "learning_rate": 3.901855176540994e-05, + "loss": 0.1047, + "step": 16580 + }, + { + "epoch": 14.88, + "learning_rate": 3.900857769798524e-05, + "loss": 0.1006, + "step": 16590 + }, + { + "epoch": 14.89, + "learning_rate": 3.899860363056054e-05, + "loss": 0.1045, + "step": 16600 + }, + { + "epoch": 14.9, + "learning_rate": 3.898862956313585e-05, + "loss": 0.0681, + "step": 16610 + }, + { + "epoch": 14.91, + "learning_rate": 3.8978655495711155e-05, + "loss": 0.1028, + "step": 16620 + }, + { + "epoch": 14.92, + "learning_rate": 3.8968681428286455e-05, + "loss": 0.1052, + "step": 16630 + }, + { + "epoch": 14.93, + "learning_rate": 3.895870736086176e-05, + "loss": 0.0892, + "step": 16640 + }, + { + "epoch": 14.94, + "learning_rate": 3.894873329343707e-05, + "loss": 0.1078, + "step": 16650 + }, + { + "epoch": 14.95, + "learning_rate": 3.893875922601237e-05, + "loss": 0.1642, + "step": 16660 + }, + { + "epoch": 14.95, + "learning_rate": 3.892878515858767e-05, + "loss": 0.1068, + "step": 16670 + }, + { + "epoch": 14.96, + "learning_rate": 3.891881109116298e-05, + "loss": 0.0962, + "step": 16680 + }, + { + "epoch": 14.97, + "learning_rate": 3.890883702373828e-05, + "loss": 0.0821, + "step": 16690 + }, + { + "epoch": 14.98, + "learning_rate": 3.8898862956313585e-05, + "loss": 0.11, + "step": 16700 + }, + { + "epoch": 14.99, + "learning_rate": 3.888888888888889e-05, + "loss": 0.0895, + "step": 16710 + }, + { + "epoch": 15.0, + "learning_rate": 3.88789148214642e-05, + "loss": 0.0841, + "step": 16720 + }, + { + "epoch": 15.0, + "eval_accuracy": { + "accuracy": 0.9758914554832923 + }, + "eval_f1": { + "f1": 0.974522946671967 + }, + "eval_loss": 0.06894122064113617, + "eval_precision": { + "precision": 0.9749603470712005 + }, + "eval_recall": { + "recall": 0.974152667413215 + }, + "eval_runtime": 194.5243, + "eval_samples_per_second": 91.69, + "eval_steps_per_second": 5.732, + "step": 16721 + }, + { + "epoch": 15.01, + "learning_rate": 3.88689407540395e-05, + "loss": 0.0849, + "step": 16730 + }, + { + "epoch": 15.02, + "learning_rate": 3.885896668661481e-05, + "loss": 0.1136, + "step": 16740 + }, + { + "epoch": 15.03, + "learning_rate": 3.884899261919011e-05, + "loss": 0.0709, + "step": 16750 + }, + { + "epoch": 15.03, + "learning_rate": 3.883901855176541e-05, + "loss": 0.097, + "step": 16760 + }, + { + "epoch": 15.04, + "learning_rate": 3.8829044484340714e-05, + "loss": 0.0982, + "step": 16770 + }, + { + "epoch": 15.05, + "learning_rate": 3.881907041691602e-05, + "loss": 0.1163, + "step": 16780 + }, + { + "epoch": 15.06, + "learning_rate": 3.880909634949133e-05, + "loss": 0.1248, + "step": 16790 + }, + { + "epoch": 15.07, + "learning_rate": 3.879912228206663e-05, + "loss": 0.0843, + "step": 16800 + }, + { + "epoch": 15.08, + "learning_rate": 3.878914821464193e-05, + "loss": 0.0972, + "step": 16810 + }, + { + "epoch": 15.09, + "learning_rate": 3.877917414721723e-05, + "loss": 0.1123, + "step": 16820 + }, + { + "epoch": 15.1, + "learning_rate": 3.876920007979254e-05, + "loss": 0.1049, + "step": 16830 + }, + { + "epoch": 15.11, + "learning_rate": 3.8759226012367844e-05, + "loss": 0.0983, + "step": 16840 + }, + { + "epoch": 15.12, + "learning_rate": 3.874925194494315e-05, + "loss": 0.0821, + "step": 16850 + }, + { + "epoch": 15.12, + "learning_rate": 3.8739277877518457e-05, + "loss": 0.0825, + "step": 16860 + }, + { + "epoch": 15.13, + "learning_rate": 3.8729303810093756e-05, + "loss": 0.098, + "step": 16870 + }, + { + "epoch": 15.14, + "learning_rate": 3.871932974266906e-05, + "loss": 0.1046, + "step": 16880 + }, + { + "epoch": 15.15, + "learning_rate": 3.870935567524437e-05, + "loss": 0.0904, + "step": 16890 + }, + { + "epoch": 15.16, + "learning_rate": 3.869938160781967e-05, + "loss": 0.094, + "step": 16900 + }, + { + "epoch": 15.17, + "learning_rate": 3.8689407540394974e-05, + "loss": 0.0614, + "step": 16910 + }, + { + "epoch": 15.18, + "learning_rate": 3.867943347297028e-05, + "loss": 0.1057, + "step": 16920 + }, + { + "epoch": 15.19, + "learning_rate": 3.866945940554558e-05, + "loss": 0.0773, + "step": 16930 + }, + { + "epoch": 15.2, + "learning_rate": 3.8659485338120886e-05, + "loss": 0.0887, + "step": 16940 + }, + { + "epoch": 15.21, + "learning_rate": 3.864951127069619e-05, + "loss": 0.1208, + "step": 16950 + }, + { + "epoch": 15.21, + "learning_rate": 3.86395372032715e-05, + "loss": 0.1346, + "step": 16960 + }, + { + "epoch": 15.22, + "learning_rate": 3.8629563135846804e-05, + "loss": 0.0987, + "step": 16970 + }, + { + "epoch": 15.23, + "learning_rate": 3.8619589068422104e-05, + "loss": 0.1247, + "step": 16980 + }, + { + "epoch": 15.24, + "learning_rate": 3.860961500099741e-05, + "loss": 0.102, + "step": 16990 + }, + { + "epoch": 15.25, + "learning_rate": 3.859964093357271e-05, + "loss": 0.093, + "step": 17000 + }, + { + "epoch": 15.26, + "learning_rate": 3.8589666866148016e-05, + "loss": 0.105, + "step": 17010 + }, + { + "epoch": 15.27, + "learning_rate": 3.857969279872332e-05, + "loss": 0.0857, + "step": 17020 + }, + { + "epoch": 15.28, + "learning_rate": 3.856971873129863e-05, + "loss": 0.0871, + "step": 17030 + }, + { + "epoch": 15.29, + "learning_rate": 3.8559744663873934e-05, + "loss": 0.1097, + "step": 17040 + }, + { + "epoch": 15.29, + "learning_rate": 3.8549770596449234e-05, + "loss": 0.0946, + "step": 17050 + }, + { + "epoch": 15.3, + "learning_rate": 3.853979652902453e-05, + "loss": 0.0956, + "step": 17060 + }, + { + "epoch": 15.31, + "learning_rate": 3.852982246159984e-05, + "loss": 0.0801, + "step": 17070 + }, + { + "epoch": 15.32, + "learning_rate": 3.8519848394175145e-05, + "loss": 0.0743, + "step": 17080 + }, + { + "epoch": 15.33, + "learning_rate": 3.850987432675045e-05, + "loss": 0.0605, + "step": 17090 + }, + { + "epoch": 15.34, + "learning_rate": 3.849990025932576e-05, + "loss": 0.0699, + "step": 17100 + }, + { + "epoch": 15.35, + "learning_rate": 3.848992619190106e-05, + "loss": 0.1319, + "step": 17110 + }, + { + "epoch": 15.36, + "learning_rate": 3.847995212447636e-05, + "loss": 0.097, + "step": 17120 + }, + { + "epoch": 15.37, + "learning_rate": 3.846997805705167e-05, + "loss": 0.1144, + "step": 17130 + }, + { + "epoch": 15.38, + "learning_rate": 3.846000398962697e-05, + "loss": 0.1205, + "step": 17140 + }, + { + "epoch": 15.38, + "learning_rate": 3.8450029922202275e-05, + "loss": 0.1062, + "step": 17150 + }, + { + "epoch": 15.39, + "learning_rate": 3.844005585477758e-05, + "loss": 0.0882, + "step": 17160 + }, + { + "epoch": 15.4, + "learning_rate": 3.843008178735288e-05, + "loss": 0.0999, + "step": 17170 + }, + { + "epoch": 15.41, + "learning_rate": 3.842010771992819e-05, + "loss": 0.1211, + "step": 17180 + }, + { + "epoch": 15.42, + "learning_rate": 3.841013365250349e-05, + "loss": 0.0659, + "step": 17190 + }, + { + "epoch": 15.43, + "learning_rate": 3.84001595850788e-05, + "loss": 0.0965, + "step": 17200 + }, + { + "epoch": 15.44, + "learning_rate": 3.8390185517654105e-05, + "loss": 0.0931, + "step": 17210 + }, + { + "epoch": 15.45, + "learning_rate": 3.8380211450229405e-05, + "loss": 0.117, + "step": 17220 + }, + { + "epoch": 15.46, + "learning_rate": 3.837023738280471e-05, + "loss": 0.0961, + "step": 17230 + }, + { + "epoch": 15.47, + "learning_rate": 3.836026331538001e-05, + "loss": 0.1071, + "step": 17240 + }, + { + "epoch": 15.47, + "learning_rate": 3.835028924795532e-05, + "loss": 0.0997, + "step": 17250 + }, + { + "epoch": 15.48, + "learning_rate": 3.834031518053062e-05, + "loss": 0.1114, + "step": 17260 + }, + { + "epoch": 15.49, + "learning_rate": 3.833034111310593e-05, + "loss": 0.0851, + "step": 17270 + }, + { + "epoch": 15.5, + "learning_rate": 3.8320367045681235e-05, + "loss": 0.0697, + "step": 17280 + }, + { + "epoch": 15.51, + "learning_rate": 3.8310392978256535e-05, + "loss": 0.1278, + "step": 17290 + }, + { + "epoch": 15.52, + "learning_rate": 3.8300418910831834e-05, + "loss": 0.1256, + "step": 17300 + }, + { + "epoch": 15.53, + "learning_rate": 3.829044484340714e-05, + "loss": 0.1316, + "step": 17310 + }, + { + "epoch": 15.54, + "learning_rate": 3.8280470775982446e-05, + "loss": 0.0981, + "step": 17320 + }, + { + "epoch": 15.55, + "learning_rate": 3.827049670855775e-05, + "loss": 0.1178, + "step": 17330 + }, + { + "epoch": 15.56, + "learning_rate": 3.826052264113306e-05, + "loss": 0.1048, + "step": 17340 + }, + { + "epoch": 15.56, + "learning_rate": 3.825054857370836e-05, + "loss": 0.1117, + "step": 17350 + }, + { + "epoch": 15.57, + "learning_rate": 3.8240574506283664e-05, + "loss": 0.1023, + "step": 17360 + }, + { + "epoch": 15.58, + "learning_rate": 3.823060043885897e-05, + "loss": 0.0686, + "step": 17370 + }, + { + "epoch": 15.59, + "learning_rate": 3.822062637143427e-05, + "loss": 0.1038, + "step": 17380 + }, + { + "epoch": 15.6, + "learning_rate": 3.8210652304009576e-05, + "loss": 0.0829, + "step": 17390 + }, + { + "epoch": 15.61, + "learning_rate": 3.820067823658488e-05, + "loss": 0.0846, + "step": 17400 + }, + { + "epoch": 15.62, + "learning_rate": 3.819070416916018e-05, + "loss": 0.0761, + "step": 17410 + }, + { + "epoch": 15.63, + "learning_rate": 3.818073010173549e-05, + "loss": 0.0772, + "step": 17420 + }, + { + "epoch": 15.64, + "learning_rate": 3.8170756034310794e-05, + "loss": 0.0725, + "step": 17430 + }, + { + "epoch": 15.64, + "learning_rate": 3.81607819668861e-05, + "loss": 0.1249, + "step": 17440 + }, + { + "epoch": 15.65, + "learning_rate": 3.815080789946141e-05, + "loss": 0.1013, + "step": 17450 + }, + { + "epoch": 15.66, + "learning_rate": 3.8140833832036706e-05, + "loss": 0.1011, + "step": 17460 + }, + { + "epoch": 15.67, + "learning_rate": 3.813085976461201e-05, + "loss": 0.0907, + "step": 17470 + }, + { + "epoch": 15.68, + "learning_rate": 3.812088569718731e-05, + "loss": 0.0947, + "step": 17480 + }, + { + "epoch": 15.69, + "learning_rate": 3.811091162976262e-05, + "loss": 0.1091, + "step": 17490 + }, + { + "epoch": 15.7, + "learning_rate": 3.8100937562337924e-05, + "loss": 0.0993, + "step": 17500 + }, + { + "epoch": 15.71, + "learning_rate": 3.809096349491323e-05, + "loss": 0.0751, + "step": 17510 + }, + { + "epoch": 15.72, + "learning_rate": 3.8080989427488536e-05, + "loss": 0.1132, + "step": 17520 + }, + { + "epoch": 15.73, + "learning_rate": 3.8071015360063836e-05, + "loss": 0.1322, + "step": 17530 + }, + { + "epoch": 15.73, + "learning_rate": 3.8061041292639135e-05, + "loss": 0.0828, + "step": 17540 + }, + { + "epoch": 15.74, + "learning_rate": 3.805106722521444e-05, + "loss": 0.1047, + "step": 17550 + }, + { + "epoch": 15.75, + "learning_rate": 3.804109315778975e-05, + "loss": 0.0997, + "step": 17560 + }, + { + "epoch": 15.76, + "learning_rate": 3.8031119090365054e-05, + "loss": 0.1303, + "step": 17570 + }, + { + "epoch": 15.77, + "learning_rate": 3.802114502294036e-05, + "loss": 0.1073, + "step": 17580 + }, + { + "epoch": 15.78, + "learning_rate": 3.801117095551566e-05, + "loss": 0.099, + "step": 17590 + }, + { + "epoch": 15.79, + "learning_rate": 3.8001196888090966e-05, + "loss": 0.0905, + "step": 17600 + }, + { + "epoch": 15.8, + "learning_rate": 3.7991222820666265e-05, + "loss": 0.1211, + "step": 17610 + }, + { + "epoch": 15.81, + "learning_rate": 3.798124875324157e-05, + "loss": 0.1037, + "step": 17620 + }, + { + "epoch": 15.82, + "learning_rate": 3.797127468581688e-05, + "loss": 0.0876, + "step": 17630 + }, + { + "epoch": 15.82, + "learning_rate": 3.7961300618392184e-05, + "loss": 0.1117, + "step": 17640 + }, + { + "epoch": 15.83, + "learning_rate": 3.795132655096749e-05, + "loss": 0.1025, + "step": 17650 + }, + { + "epoch": 15.84, + "learning_rate": 3.794135248354279e-05, + "loss": 0.0899, + "step": 17660 + }, + { + "epoch": 15.85, + "learning_rate": 3.7931378416118095e-05, + "loss": 0.0797, + "step": 17670 + }, + { + "epoch": 15.86, + "learning_rate": 3.79214043486934e-05, + "loss": 0.0716, + "step": 17680 + }, + { + "epoch": 15.87, + "learning_rate": 3.79114302812687e-05, + "loss": 0.0742, + "step": 17690 + }, + { + "epoch": 15.88, + "learning_rate": 3.790145621384401e-05, + "loss": 0.0849, + "step": 17700 + }, + { + "epoch": 15.89, + "learning_rate": 3.7891482146419313e-05, + "loss": 0.1001, + "step": 17710 + }, + { + "epoch": 15.9, + "learning_rate": 3.788150807899461e-05, + "loss": 0.11, + "step": 17720 + }, + { + "epoch": 15.9, + "learning_rate": 3.787153401156992e-05, + "loss": 0.0936, + "step": 17730 + }, + { + "epoch": 15.91, + "learning_rate": 3.7861559944145225e-05, + "loss": 0.1146, + "step": 17740 + }, + { + "epoch": 15.92, + "learning_rate": 3.785158587672053e-05, + "loss": 0.0814, + "step": 17750 + }, + { + "epoch": 15.93, + "learning_rate": 3.784161180929584e-05, + "loss": 0.1027, + "step": 17760 + }, + { + "epoch": 15.94, + "learning_rate": 3.783163774187114e-05, + "loss": 0.1086, + "step": 17770 + }, + { + "epoch": 15.95, + "learning_rate": 3.7821663674446436e-05, + "loss": 0.1023, + "step": 17780 + }, + { + "epoch": 15.96, + "learning_rate": 3.781168960702174e-05, + "loss": 0.0915, + "step": 17790 + }, + { + "epoch": 15.97, + "learning_rate": 3.780171553959705e-05, + "loss": 0.1068, + "step": 17800 + }, + { + "epoch": 15.98, + "learning_rate": 3.7791741472172355e-05, + "loss": 0.0943, + "step": 17810 + }, + { + "epoch": 15.99, + "learning_rate": 3.778176740474766e-05, + "loss": 0.1042, + "step": 17820 + }, + { + "epoch": 15.99, + "learning_rate": 3.777179333732296e-05, + "loss": 0.095, + "step": 17830 + }, + { + "epoch": 16.0, + "eval_accuracy": { + "accuracy": 0.9762278537788742 + }, + "eval_f1": { + "f1": 0.9749967013469043 + }, + "eval_loss": 0.07049217820167542, + "eval_precision": { + "precision": 0.9757537211246345 + }, + "eval_recall": { + "recall": 0.9743092871293193 + }, + "eval_runtime": 183.6354, + "eval_samples_per_second": 97.127, + "eval_steps_per_second": 6.072, + "step": 17836 + }, + { + "epoch": 16.0, + "learning_rate": 3.776181926989827e-05, + "loss": 0.0805, + "step": 17840 + }, + { + "epoch": 16.01, + "learning_rate": 3.7751845202473566e-05, + "loss": 0.0908, + "step": 17850 + }, + { + "epoch": 16.02, + "learning_rate": 3.774187113504887e-05, + "loss": 0.0777, + "step": 17860 + }, + { + "epoch": 16.03, + "learning_rate": 3.773189706762418e-05, + "loss": 0.0984, + "step": 17870 + }, + { + "epoch": 16.04, + "learning_rate": 3.7721923000199485e-05, + "loss": 0.1152, + "step": 17880 + }, + { + "epoch": 16.05, + "learning_rate": 3.771194893277479e-05, + "loss": 0.0914, + "step": 17890 + }, + { + "epoch": 16.06, + "learning_rate": 3.770197486535009e-05, + "loss": 0.0808, + "step": 17900 + }, + { + "epoch": 16.07, + "learning_rate": 3.7692000797925397e-05, + "loss": 0.0628, + "step": 17910 + }, + { + "epoch": 16.08, + "learning_rate": 3.76820267305007e-05, + "loss": 0.0984, + "step": 17920 + }, + { + "epoch": 16.08, + "learning_rate": 3.7672052663076e-05, + "loss": 0.0909, + "step": 17930 + }, + { + "epoch": 16.09, + "learning_rate": 3.766207859565131e-05, + "loss": 0.0665, + "step": 17940 + }, + { + "epoch": 16.1, + "learning_rate": 3.7652104528226615e-05, + "loss": 0.1115, + "step": 17950 + }, + { + "epoch": 16.11, + "learning_rate": 3.7642130460801914e-05, + "loss": 0.1008, + "step": 17960 + }, + { + "epoch": 16.12, + "learning_rate": 3.763215639337722e-05, + "loss": 0.0808, + "step": 17970 + }, + { + "epoch": 16.13, + "learning_rate": 3.7622182325952526e-05, + "loss": 0.0932, + "step": 17980 + }, + { + "epoch": 16.14, + "learning_rate": 3.761220825852783e-05, + "loss": 0.1051, + "step": 17990 + }, + { + "epoch": 16.15, + "learning_rate": 3.760223419110314e-05, + "loss": 0.0918, + "step": 18000 + }, + { + "epoch": 16.16, + "learning_rate": 3.759226012367844e-05, + "loss": 0.1163, + "step": 18010 + }, + { + "epoch": 16.17, + "learning_rate": 3.758228605625374e-05, + "loss": 0.0997, + "step": 18020 + }, + { + "epoch": 16.17, + "learning_rate": 3.7572311988829044e-05, + "loss": 0.0933, + "step": 18030 + }, + { + "epoch": 16.18, + "learning_rate": 3.756233792140435e-05, + "loss": 0.0691, + "step": 18040 + }, + { + "epoch": 16.19, + "learning_rate": 3.7552363853979656e-05, + "loss": 0.0699, + "step": 18050 + }, + { + "epoch": 16.2, + "learning_rate": 3.754238978655496e-05, + "loss": 0.1055, + "step": 18060 + }, + { + "epoch": 16.21, + "learning_rate": 3.753241571913026e-05, + "loss": 0.0703, + "step": 18070 + }, + { + "epoch": 16.22, + "learning_rate": 3.752244165170557e-05, + "loss": 0.0631, + "step": 18080 + }, + { + "epoch": 16.23, + "learning_rate": 3.751246758428087e-05, + "loss": 0.0824, + "step": 18090 + }, + { + "epoch": 16.24, + "learning_rate": 3.7502493516856174e-05, + "loss": 0.0957, + "step": 18100 + }, + { + "epoch": 16.25, + "learning_rate": 3.749251944943148e-05, + "loss": 0.0816, + "step": 18110 + }, + { + "epoch": 16.25, + "learning_rate": 3.7482545382006786e-05, + "loss": 0.0799, + "step": 18120 + }, + { + "epoch": 16.26, + "learning_rate": 3.747257131458209e-05, + "loss": 0.0784, + "step": 18130 + }, + { + "epoch": 16.27, + "learning_rate": 3.746259724715739e-05, + "loss": 0.1077, + "step": 18140 + }, + { + "epoch": 16.28, + "learning_rate": 3.74526231797327e-05, + "loss": 0.0862, + "step": 18150 + }, + { + "epoch": 16.29, + "learning_rate": 3.7442649112308004e-05, + "loss": 0.1011, + "step": 18160 + }, + { + "epoch": 16.3, + "learning_rate": 3.74326750448833e-05, + "loss": 0.1166, + "step": 18170 + }, + { + "epoch": 16.31, + "learning_rate": 3.742270097745861e-05, + "loss": 0.1118, + "step": 18180 + }, + { + "epoch": 16.32, + "learning_rate": 3.7412726910033916e-05, + "loss": 0.1224, + "step": 18190 + }, + { + "epoch": 16.33, + "learning_rate": 3.7402752842609215e-05, + "loss": 0.1136, + "step": 18200 + }, + { + "epoch": 16.34, + "learning_rate": 3.739277877518452e-05, + "loss": 0.1146, + "step": 18210 + }, + { + "epoch": 16.34, + "learning_rate": 3.738280470775983e-05, + "loss": 0.1118, + "step": 18220 + }, + { + "epoch": 16.35, + "learning_rate": 3.7372830640335134e-05, + "loss": 0.1076, + "step": 18230 + }, + { + "epoch": 16.36, + "learning_rate": 3.736285657291044e-05, + "loss": 0.0857, + "step": 18240 + }, + { + "epoch": 16.37, + "learning_rate": 3.735288250548574e-05, + "loss": 0.0925, + "step": 18250 + }, + { + "epoch": 16.38, + "learning_rate": 3.734290843806104e-05, + "loss": 0.111, + "step": 18260 + }, + { + "epoch": 16.39, + "learning_rate": 3.7332934370636345e-05, + "loss": 0.0695, + "step": 18270 + }, + { + "epoch": 16.4, + "learning_rate": 3.732296030321165e-05, + "loss": 0.0774, + "step": 18280 + }, + { + "epoch": 16.41, + "learning_rate": 3.731298623578696e-05, + "loss": 0.1057, + "step": 18290 + }, + { + "epoch": 16.42, + "learning_rate": 3.7303012168362264e-05, + "loss": 0.0812, + "step": 18300 + }, + { + "epoch": 16.43, + "learning_rate": 3.729303810093756e-05, + "loss": 0.0735, + "step": 18310 + }, + { + "epoch": 16.43, + "learning_rate": 3.728306403351286e-05, + "loss": 0.0934, + "step": 18320 + }, + { + "epoch": 16.44, + "learning_rate": 3.727308996608817e-05, + "loss": 0.0882, + "step": 18330 + }, + { + "epoch": 16.45, + "learning_rate": 3.7263115898663475e-05, + "loss": 0.1118, + "step": 18340 + }, + { + "epoch": 16.46, + "learning_rate": 3.725314183123878e-05, + "loss": 0.0736, + "step": 18350 + }, + { + "epoch": 16.47, + "learning_rate": 3.724316776381409e-05, + "loss": 0.0879, + "step": 18360 + }, + { + "epoch": 16.48, + "learning_rate": 3.723319369638939e-05, + "loss": 0.0929, + "step": 18370 + }, + { + "epoch": 16.49, + "learning_rate": 3.722321962896469e-05, + "loss": 0.0748, + "step": 18380 + }, + { + "epoch": 16.5, + "learning_rate": 3.721324556154e-05, + "loss": 0.0813, + "step": 18390 + }, + { + "epoch": 16.51, + "learning_rate": 3.72032714941153e-05, + "loss": 0.0866, + "step": 18400 + }, + { + "epoch": 16.51, + "learning_rate": 3.7193297426690605e-05, + "loss": 0.0897, + "step": 18410 + }, + { + "epoch": 16.52, + "learning_rate": 3.718332335926591e-05, + "loss": 0.1175, + "step": 18420 + }, + { + "epoch": 16.53, + "learning_rate": 3.717334929184122e-05, + "loss": 0.1085, + "step": 18430 + }, + { + "epoch": 16.54, + "learning_rate": 3.7163375224416516e-05, + "loss": 0.1173, + "step": 18440 + }, + { + "epoch": 16.55, + "learning_rate": 3.715340115699182e-05, + "loss": 0.0678, + "step": 18450 + }, + { + "epoch": 16.56, + "learning_rate": 3.714342708956713e-05, + "loss": 0.0691, + "step": 18460 + }, + { + "epoch": 16.57, + "learning_rate": 3.7133453022142435e-05, + "loss": 0.1089, + "step": 18470 + }, + { + "epoch": 16.58, + "learning_rate": 3.7123478954717734e-05, + "loss": 0.0936, + "step": 18480 + }, + { + "epoch": 16.59, + "learning_rate": 3.711350488729304e-05, + "loss": 0.1011, + "step": 18490 + }, + { + "epoch": 16.6, + "learning_rate": 3.710353081986834e-05, + "loss": 0.0923, + "step": 18500 + }, + { + "epoch": 16.6, + "learning_rate": 3.7093556752443646e-05, + "loss": 0.1171, + "step": 18510 + }, + { + "epoch": 16.61, + "learning_rate": 3.708358268501895e-05, + "loss": 0.0964, + "step": 18520 + }, + { + "epoch": 16.62, + "learning_rate": 3.707360861759426e-05, + "loss": 0.0862, + "step": 18530 + }, + { + "epoch": 16.63, + "learning_rate": 3.7063634550169565e-05, + "loss": 0.1237, + "step": 18540 + }, + { + "epoch": 16.64, + "learning_rate": 3.7053660482744864e-05, + "loss": 0.0903, + "step": 18550 + }, + { + "epoch": 16.65, + "learning_rate": 3.7043686415320164e-05, + "loss": 0.1073, + "step": 18560 + }, + { + "epoch": 16.66, + "learning_rate": 3.703371234789547e-05, + "loss": 0.0738, + "step": 18570 + }, + { + "epoch": 16.67, + "learning_rate": 3.7023738280470776e-05, + "loss": 0.1056, + "step": 18580 + }, + { + "epoch": 16.68, + "learning_rate": 3.701376421304608e-05, + "loss": 0.0998, + "step": 18590 + }, + { + "epoch": 16.69, + "learning_rate": 3.700379014562139e-05, + "loss": 0.11, + "step": 18600 + }, + { + "epoch": 16.69, + "learning_rate": 3.6993816078196694e-05, + "loss": 0.1278, + "step": 18610 + }, + { + "epoch": 16.7, + "learning_rate": 3.6983842010771994e-05, + "loss": 0.1024, + "step": 18620 + }, + { + "epoch": 16.71, + "learning_rate": 3.69738679433473e-05, + "loss": 0.0947, + "step": 18630 + }, + { + "epoch": 16.72, + "learning_rate": 3.69638938759226e-05, + "loss": 0.0887, + "step": 18640 + }, + { + "epoch": 16.73, + "learning_rate": 3.6953919808497906e-05, + "loss": 0.0854, + "step": 18650 + }, + { + "epoch": 16.74, + "learning_rate": 3.694394574107321e-05, + "loss": 0.0797, + "step": 18660 + }, + { + "epoch": 16.75, + "learning_rate": 3.693397167364852e-05, + "loss": 0.0624, + "step": 18670 + }, + { + "epoch": 16.76, + "learning_rate": 3.692399760622382e-05, + "loss": 0.0935, + "step": 18680 + }, + { + "epoch": 16.77, + "learning_rate": 3.6914023538799124e-05, + "loss": 0.0711, + "step": 18690 + }, + { + "epoch": 16.78, + "learning_rate": 3.690404947137443e-05, + "loss": 0.0784, + "step": 18700 + }, + { + "epoch": 16.78, + "learning_rate": 3.6894075403949736e-05, + "loss": 0.112, + "step": 18710 + }, + { + "epoch": 16.79, + "learning_rate": 3.6884101336525035e-05, + "loss": 0.0624, + "step": 18720 + }, + { + "epoch": 16.8, + "learning_rate": 3.687412726910034e-05, + "loss": 0.0772, + "step": 18730 + }, + { + "epoch": 16.81, + "learning_rate": 3.686415320167564e-05, + "loss": 0.1138, + "step": 18740 + }, + { + "epoch": 16.82, + "learning_rate": 3.685417913425095e-05, + "loss": 0.1076, + "step": 18750 + }, + { + "epoch": 16.83, + "learning_rate": 3.6844205066826253e-05, + "loss": 0.0565, + "step": 18760 + }, + { + "epoch": 16.84, + "learning_rate": 3.683423099940156e-05, + "loss": 0.0906, + "step": 18770 + }, + { + "epoch": 16.85, + "learning_rate": 3.6824256931976866e-05, + "loss": 0.0892, + "step": 18780 + }, + { + "epoch": 16.86, + "learning_rate": 3.681428286455217e-05, + "loss": 0.1184, + "step": 18790 + }, + { + "epoch": 16.86, + "learning_rate": 3.6804308797127465e-05, + "loss": 0.0929, + "step": 18800 + }, + { + "epoch": 16.87, + "learning_rate": 3.679433472970277e-05, + "loss": 0.0755, + "step": 18810 + }, + { + "epoch": 16.88, + "learning_rate": 3.678436066227808e-05, + "loss": 0.098, + "step": 18820 + }, + { + "epoch": 16.89, + "learning_rate": 3.677438659485338e-05, + "loss": 0.0588, + "step": 18830 + }, + { + "epoch": 16.9, + "learning_rate": 3.676441252742869e-05, + "loss": 0.1004, + "step": 18840 + }, + { + "epoch": 16.91, + "learning_rate": 3.6754438460003996e-05, + "loss": 0.0914, + "step": 18850 + }, + { + "epoch": 16.92, + "learning_rate": 3.6744464392579295e-05, + "loss": 0.0611, + "step": 18860 + }, + { + "epoch": 16.93, + "learning_rate": 3.67344903251546e-05, + "loss": 0.1051, + "step": 18870 + }, + { + "epoch": 16.94, + "learning_rate": 3.67245162577299e-05, + "loss": 0.108, + "step": 18880 + }, + { + "epoch": 16.95, + "learning_rate": 3.671454219030521e-05, + "loss": 0.0719, + "step": 18890 + }, + { + "epoch": 16.95, + "learning_rate": 3.670456812288051e-05, + "loss": 0.0678, + "step": 18900 + }, + { + "epoch": 16.96, + "learning_rate": 3.669459405545582e-05, + "loss": 0.1023, + "step": 18910 + }, + { + "epoch": 16.97, + "learning_rate": 3.668461998803112e-05, + "loss": 0.1111, + "step": 18920 + }, + { + "epoch": 16.98, + "learning_rate": 3.6674645920606425e-05, + "loss": 0.12, + "step": 18930 + }, + { + "epoch": 16.99, + "learning_rate": 3.666467185318173e-05, + "loss": 0.0928, + "step": 18940 + }, + { + "epoch": 17.0, + "learning_rate": 3.665469778575704e-05, + "loss": 0.1055, + "step": 18950 + }, + { + "epoch": 17.0, + "eval_accuracy": { + "accuracy": 0.9753307916573223 + }, + "eval_f1": { + "f1": 0.9739943140941046 + }, + "eval_loss": 0.07092935591936111, + "eval_precision": { + "precision": 0.974174353159638 + }, + "eval_recall": { + "recall": 0.9738453333404872 + }, + "eval_runtime": 198.296, + "eval_samples_per_second": 89.946, + "eval_steps_per_second": 5.623, + "step": 18950 + }, + { + "epoch": 17.01, + "learning_rate": 3.664472371833234e-05, + "loss": 0.0713, + "step": 18960 + }, + { + "epoch": 17.02, + "learning_rate": 3.663474965090764e-05, + "loss": 0.0594, + "step": 18970 + }, + { + "epoch": 17.03, + "learning_rate": 3.662477558348294e-05, + "loss": 0.0647, + "step": 18980 + }, + { + "epoch": 17.04, + "learning_rate": 3.661480151605825e-05, + "loss": 0.0899, + "step": 18990 + }, + { + "epoch": 17.04, + "learning_rate": 3.6604827448633555e-05, + "loss": 0.0932, + "step": 19000 + }, + { + "epoch": 17.05, + "learning_rate": 3.659485338120886e-05, + "loss": 0.086, + "step": 19010 + }, + { + "epoch": 17.06, + "learning_rate": 3.658487931378417e-05, + "loss": 0.0783, + "step": 19020 + }, + { + "epoch": 17.07, + "learning_rate": 3.657490524635947e-05, + "loss": 0.0787, + "step": 19030 + }, + { + "epoch": 17.08, + "learning_rate": 3.656493117893477e-05, + "loss": 0.0719, + "step": 19040 + }, + { + "epoch": 17.09, + "learning_rate": 3.655495711151007e-05, + "loss": 0.1086, + "step": 19050 + }, + { + "epoch": 17.1, + "learning_rate": 3.654498304408538e-05, + "loss": 0.0732, + "step": 19060 + }, + { + "epoch": 17.11, + "learning_rate": 3.6535008976660684e-05, + "loss": 0.0959, + "step": 19070 + }, + { + "epoch": 17.12, + "learning_rate": 3.652503490923599e-05, + "loss": 0.064, + "step": 19080 + }, + { + "epoch": 17.12, + "learning_rate": 3.65150608418113e-05, + "loss": 0.1165, + "step": 19090 + }, + { + "epoch": 17.13, + "learning_rate": 3.6505086774386596e-05, + "loss": 0.0916, + "step": 19100 + }, + { + "epoch": 17.14, + "learning_rate": 3.6495112706961896e-05, + "loss": 0.0973, + "step": 19110 + }, + { + "epoch": 17.15, + "learning_rate": 3.64851386395372e-05, + "loss": 0.0991, + "step": 19120 + }, + { + "epoch": 17.16, + "learning_rate": 3.647516457211251e-05, + "loss": 0.0868, + "step": 19130 + }, + { + "epoch": 17.17, + "learning_rate": 3.6465190504687814e-05, + "loss": 0.0832, + "step": 19140 + }, + { + "epoch": 17.18, + "learning_rate": 3.645521643726312e-05, + "loss": 0.0947, + "step": 19150 + }, + { + "epoch": 17.19, + "learning_rate": 3.644524236983842e-05, + "loss": 0.0963, + "step": 19160 + }, + { + "epoch": 17.2, + "learning_rate": 3.6435268302413726e-05, + "loss": 0.0816, + "step": 19170 + }, + { + "epoch": 17.21, + "learning_rate": 3.642529423498903e-05, + "loss": 0.0879, + "step": 19180 + }, + { + "epoch": 17.21, + "learning_rate": 3.641532016756433e-05, + "loss": 0.0775, + "step": 19190 + }, + { + "epoch": 17.22, + "learning_rate": 3.640534610013964e-05, + "loss": 0.0619, + "step": 19200 + }, + { + "epoch": 17.23, + "learning_rate": 3.6395372032714944e-05, + "loss": 0.0991, + "step": 19210 + }, + { + "epoch": 17.24, + "learning_rate": 3.6385397965290243e-05, + "loss": 0.0999, + "step": 19220 + }, + { + "epoch": 17.25, + "learning_rate": 3.637542389786555e-05, + "loss": 0.1133, + "step": 19230 + }, + { + "epoch": 17.26, + "learning_rate": 3.6365449830440856e-05, + "loss": 0.1232, + "step": 19240 + }, + { + "epoch": 17.27, + "learning_rate": 3.635547576301616e-05, + "loss": 0.0939, + "step": 19250 + }, + { + "epoch": 17.28, + "learning_rate": 3.634550169559147e-05, + "loss": 0.087, + "step": 19260 + }, + { + "epoch": 17.29, + "learning_rate": 3.633552762816677e-05, + "loss": 0.0965, + "step": 19270 + }, + { + "epoch": 17.3, + "learning_rate": 3.6325553560742074e-05, + "loss": 0.0853, + "step": 19280 + }, + { + "epoch": 17.3, + "learning_rate": 3.631557949331737e-05, + "loss": 0.0922, + "step": 19290 + }, + { + "epoch": 17.31, + "learning_rate": 3.630560542589268e-05, + "loss": 0.0943, + "step": 19300 + }, + { + "epoch": 17.32, + "learning_rate": 3.6295631358467986e-05, + "loss": 0.0862, + "step": 19310 + }, + { + "epoch": 17.33, + "learning_rate": 3.628565729104329e-05, + "loss": 0.0954, + "step": 19320 + }, + { + "epoch": 17.34, + "learning_rate": 3.62756832236186e-05, + "loss": 0.0922, + "step": 19330 + }, + { + "epoch": 17.35, + "learning_rate": 3.62657091561939e-05, + "loss": 0.0616, + "step": 19340 + }, + { + "epoch": 17.36, + "learning_rate": 3.62557350887692e-05, + "loss": 0.0813, + "step": 19350 + }, + { + "epoch": 17.37, + "learning_rate": 3.62457610213445e-05, + "loss": 0.0784, + "step": 19360 + }, + { + "epoch": 17.38, + "learning_rate": 3.623578695391981e-05, + "loss": 0.0776, + "step": 19370 + }, + { + "epoch": 17.39, + "learning_rate": 3.6225812886495115e-05, + "loss": 0.088, + "step": 19380 + }, + { + "epoch": 17.39, + "learning_rate": 3.621583881907042e-05, + "loss": 0.0857, + "step": 19390 + }, + { + "epoch": 17.4, + "learning_rate": 3.620586475164572e-05, + "loss": 0.0757, + "step": 19400 + }, + { + "epoch": 17.41, + "learning_rate": 3.619589068422103e-05, + "loss": 0.0998, + "step": 19410 + }, + { + "epoch": 17.42, + "learning_rate": 3.618591661679633e-05, + "loss": 0.0798, + "step": 19420 + }, + { + "epoch": 17.43, + "learning_rate": 3.617594254937163e-05, + "loss": 0.11, + "step": 19430 + }, + { + "epoch": 17.44, + "learning_rate": 3.616596848194694e-05, + "loss": 0.0862, + "step": 19440 + }, + { + "epoch": 17.45, + "learning_rate": 3.6155994414522245e-05, + "loss": 0.068, + "step": 19450 + }, + { + "epoch": 17.46, + "learning_rate": 3.6146020347097545e-05, + "loss": 0.0866, + "step": 19460 + }, + { + "epoch": 17.47, + "learning_rate": 3.613604627967285e-05, + "loss": 0.1017, + "step": 19470 + }, + { + "epoch": 17.47, + "learning_rate": 3.612607221224816e-05, + "loss": 0.0806, + "step": 19480 + }, + { + "epoch": 17.48, + "learning_rate": 3.611609814482346e-05, + "loss": 0.1168, + "step": 19490 + }, + { + "epoch": 17.49, + "learning_rate": 3.610612407739877e-05, + "loss": 0.0593, + "step": 19500 + }, + { + "epoch": 17.5, + "learning_rate": 3.609615000997407e-05, + "loss": 0.1227, + "step": 19510 + }, + { + "epoch": 17.51, + "learning_rate": 3.6086175942549375e-05, + "loss": 0.0803, + "step": 19520 + }, + { + "epoch": 17.52, + "learning_rate": 3.6076201875124674e-05, + "loss": 0.0972, + "step": 19530 + }, + { + "epoch": 17.53, + "learning_rate": 3.606622780769998e-05, + "loss": 0.0716, + "step": 19540 + }, + { + "epoch": 17.54, + "learning_rate": 3.605625374027529e-05, + "loss": 0.0897, + "step": 19550 + }, + { + "epoch": 17.55, + "learning_rate": 3.604627967285059e-05, + "loss": 0.1333, + "step": 19560 + }, + { + "epoch": 17.56, + "learning_rate": 3.60363056054259e-05, + "loss": 0.0495, + "step": 19570 + }, + { + "epoch": 17.56, + "learning_rate": 3.60263315380012e-05, + "loss": 0.093, + "step": 19580 + }, + { + "epoch": 17.57, + "learning_rate": 3.60163574705765e-05, + "loss": 0.0806, + "step": 19590 + }, + { + "epoch": 17.58, + "learning_rate": 3.6006383403151804e-05, + "loss": 0.1035, + "step": 19600 + }, + { + "epoch": 17.59, + "learning_rate": 3.599640933572711e-05, + "loss": 0.076, + "step": 19610 + }, + { + "epoch": 17.6, + "learning_rate": 3.5986435268302417e-05, + "loss": 0.1181, + "step": 19620 + }, + { + "epoch": 17.61, + "learning_rate": 3.597646120087772e-05, + "loss": 0.0861, + "step": 19630 + }, + { + "epoch": 17.62, + "learning_rate": 3.596648713345302e-05, + "loss": 0.0722, + "step": 19640 + }, + { + "epoch": 17.63, + "learning_rate": 3.595651306602833e-05, + "loss": 0.0907, + "step": 19650 + }, + { + "epoch": 17.64, + "learning_rate": 3.5946538998603635e-05, + "loss": 0.0951, + "step": 19660 + }, + { + "epoch": 17.65, + "learning_rate": 3.5936564931178934e-05, + "loss": 0.0866, + "step": 19670 + }, + { + "epoch": 17.65, + "learning_rate": 3.592659086375424e-05, + "loss": 0.0913, + "step": 19680 + }, + { + "epoch": 17.66, + "learning_rate": 3.5916616796329546e-05, + "loss": 0.108, + "step": 19690 + }, + { + "epoch": 17.67, + "learning_rate": 3.5906642728904846e-05, + "loss": 0.1095, + "step": 19700 + }, + { + "epoch": 17.68, + "learning_rate": 3.589666866148015e-05, + "loss": 0.0733, + "step": 19710 + }, + { + "epoch": 17.69, + "learning_rate": 3.588669459405546e-05, + "loss": 0.0739, + "step": 19720 + }, + { + "epoch": 17.7, + "learning_rate": 3.5876720526630764e-05, + "loss": 0.111, + "step": 19730 + }, + { + "epoch": 17.71, + "learning_rate": 3.586674645920607e-05, + "loss": 0.0876, + "step": 19740 + }, + { + "epoch": 17.72, + "learning_rate": 3.585677239178137e-05, + "loss": 0.1067, + "step": 19750 + }, + { + "epoch": 17.73, + "learning_rate": 3.5846798324356676e-05, + "loss": 0.1034, + "step": 19760 + }, + { + "epoch": 17.73, + "learning_rate": 3.5836824256931976e-05, + "loss": 0.1041, + "step": 19770 + }, + { + "epoch": 17.74, + "learning_rate": 3.582685018950728e-05, + "loss": 0.0712, + "step": 19780 + }, + { + "epoch": 17.75, + "learning_rate": 3.581687612208259e-05, + "loss": 0.0574, + "step": 19790 + }, + { + "epoch": 17.76, + "learning_rate": 3.5806902054657894e-05, + "loss": 0.1125, + "step": 19800 + }, + { + "epoch": 17.77, + "learning_rate": 3.57969279872332e-05, + "loss": 0.1031, + "step": 19810 + }, + { + "epoch": 17.78, + "learning_rate": 3.57869539198085e-05, + "loss": 0.0723, + "step": 19820 + }, + { + "epoch": 17.79, + "learning_rate": 3.57769798523838e-05, + "loss": 0.1072, + "step": 19830 + }, + { + "epoch": 17.8, + "learning_rate": 3.5767005784959105e-05, + "loss": 0.1189, + "step": 19840 + }, + { + "epoch": 17.81, + "learning_rate": 3.575703171753441e-05, + "loss": 0.0938, + "step": 19850 + }, + { + "epoch": 17.82, + "learning_rate": 3.574705765010972e-05, + "loss": 0.0888, + "step": 19860 + }, + { + "epoch": 17.82, + "learning_rate": 3.5737083582685024e-05, + "loss": 0.0527, + "step": 19870 + }, + { + "epoch": 17.83, + "learning_rate": 3.572710951526032e-05, + "loss": 0.1048, + "step": 19880 + }, + { + "epoch": 17.84, + "learning_rate": 3.571713544783563e-05, + "loss": 0.0998, + "step": 19890 + }, + { + "epoch": 17.85, + "learning_rate": 3.570716138041093e-05, + "loss": 0.0877, + "step": 19900 + }, + { + "epoch": 17.86, + "learning_rate": 3.5697187312986235e-05, + "loss": 0.0723, + "step": 19910 + }, + { + "epoch": 17.87, + "learning_rate": 3.568721324556154e-05, + "loss": 0.1051, + "step": 19920 + }, + { + "epoch": 17.88, + "learning_rate": 3.567723917813685e-05, + "loss": 0.0899, + "step": 19930 + }, + { + "epoch": 17.89, + "learning_rate": 3.566726511071215e-05, + "loss": 0.0736, + "step": 19940 + }, + { + "epoch": 17.9, + "learning_rate": 3.565729104328745e-05, + "loss": 0.071, + "step": 19950 + }, + { + "epoch": 17.91, + "learning_rate": 3.564731697586276e-05, + "loss": 0.0671, + "step": 19960 + }, + { + "epoch": 17.91, + "learning_rate": 3.5637342908438065e-05, + "loss": 0.0979, + "step": 19970 + }, + { + "epoch": 17.92, + "learning_rate": 3.5627368841013365e-05, + "loss": 0.1133, + "step": 19980 + }, + { + "epoch": 17.93, + "learning_rate": 3.561739477358867e-05, + "loss": 0.0683, + "step": 19990 + }, + { + "epoch": 17.94, + "learning_rate": 3.560742070616398e-05, + "loss": 0.0993, + "step": 20000 + }, + { + "epoch": 17.95, + "learning_rate": 3.559744663873928e-05, + "loss": 0.0966, + "step": 20010 + }, + { + "epoch": 17.96, + "learning_rate": 3.558747257131458e-05, + "loss": 0.0637, + "step": 20020 + }, + { + "epoch": 17.97, + "learning_rate": 3.557749850388989e-05, + "loss": 0.0854, + "step": 20030 + }, + { + "epoch": 17.98, + "learning_rate": 3.5567524436465195e-05, + "loss": 0.0679, + "step": 20040 + }, + { + "epoch": 17.99, + "learning_rate": 3.55575503690405e-05, + "loss": 0.1121, + "step": 20050 + }, + { + "epoch": 18.0, + "learning_rate": 3.55475763016158e-05, + "loss": 0.0644, + "step": 20060 + }, + { + "epoch": 18.0, + "eval_accuracy": { + "accuracy": 0.9766763848396501 + }, + "eval_f1": { + "f1": 0.9755727076296268 + }, + "eval_loss": 0.07384093105792999, + "eval_precision": { + "precision": 0.9750313848950637 + }, + "eval_recall": { + "recall": 0.9764061086777133 + }, + "eval_runtime": 185.6066, + "eval_samples_per_second": 96.096, + "eval_steps_per_second": 6.007, + "step": 20065 + }, + { + "epoch": 18.0, + "learning_rate": 3.55376022341911e-05, + "loss": 0.0931, + "step": 20070 + }, + { + "epoch": 18.01, + "learning_rate": 3.5527628166766406e-05, + "loss": 0.0785, + "step": 20080 + }, + { + "epoch": 18.02, + "learning_rate": 3.551765409934171e-05, + "loss": 0.093, + "step": 20090 + }, + { + "epoch": 18.03, + "learning_rate": 3.550768003191702e-05, + "loss": 0.0793, + "step": 20100 + }, + { + "epoch": 18.04, + "learning_rate": 3.5497705964492325e-05, + "loss": 0.0964, + "step": 20110 + }, + { + "epoch": 18.05, + "learning_rate": 3.5487731897067624e-05, + "loss": 0.0809, + "step": 20120 + }, + { + "epoch": 18.06, + "learning_rate": 3.547775782964293e-05, + "loss": 0.0839, + "step": 20130 + }, + { + "epoch": 18.07, + "learning_rate": 3.546778376221823e-05, + "loss": 0.0716, + "step": 20140 + }, + { + "epoch": 18.08, + "learning_rate": 3.5457809694793536e-05, + "loss": 0.0569, + "step": 20150 + }, + { + "epoch": 18.08, + "learning_rate": 3.544783562736884e-05, + "loss": 0.1029, + "step": 20160 + }, + { + "epoch": 18.09, + "learning_rate": 3.543786155994415e-05, + "loss": 0.0989, + "step": 20170 + }, + { + "epoch": 18.1, + "learning_rate": 3.5427887492519455e-05, + "loss": 0.083, + "step": 20180 + }, + { + "epoch": 18.11, + "learning_rate": 3.5417913425094754e-05, + "loss": 0.0778, + "step": 20190 + }, + { + "epoch": 18.12, + "learning_rate": 3.540793935767006e-05, + "loss": 0.0899, + "step": 20200 + }, + { + "epoch": 18.13, + "learning_rate": 3.539796529024537e-05, + "loss": 0.0676, + "step": 20210 + }, + { + "epoch": 18.14, + "learning_rate": 3.5387991222820666e-05, + "loss": 0.0978, + "step": 20220 + }, + { + "epoch": 18.15, + "learning_rate": 3.537801715539597e-05, + "loss": 0.0878, + "step": 20230 + }, + { + "epoch": 18.16, + "learning_rate": 3.536804308797128e-05, + "loss": 0.0849, + "step": 20240 + }, + { + "epoch": 18.17, + "learning_rate": 3.535806902054658e-05, + "loss": 0.0696, + "step": 20250 + }, + { + "epoch": 18.17, + "learning_rate": 3.5348094953121884e-05, + "loss": 0.0564, + "step": 20260 + }, + { + "epoch": 18.18, + "learning_rate": 3.533812088569719e-05, + "loss": 0.0825, + "step": 20270 + }, + { + "epoch": 18.19, + "learning_rate": 3.5328146818272496e-05, + "loss": 0.0844, + "step": 20280 + }, + { + "epoch": 18.2, + "learning_rate": 3.53181727508478e-05, + "loss": 0.0784, + "step": 20290 + }, + { + "epoch": 18.21, + "learning_rate": 3.53081986834231e-05, + "loss": 0.0912, + "step": 20300 + }, + { + "epoch": 18.22, + "learning_rate": 3.52982246159984e-05, + "loss": 0.1091, + "step": 20310 + }, + { + "epoch": 18.23, + "learning_rate": 3.528825054857371e-05, + "loss": 0.0692, + "step": 20320 + }, + { + "epoch": 18.24, + "learning_rate": 3.5278276481149014e-05, + "loss": 0.0738, + "step": 20330 + }, + { + "epoch": 18.25, + "learning_rate": 3.526830241372432e-05, + "loss": 0.1141, + "step": 20340 + }, + { + "epoch": 18.26, + "learning_rate": 3.5258328346299626e-05, + "loss": 0.0571, + "step": 20350 + }, + { + "epoch": 18.26, + "learning_rate": 3.5248354278874926e-05, + "loss": 0.0952, + "step": 20360 + }, + { + "epoch": 18.27, + "learning_rate": 3.523838021145023e-05, + "loss": 0.0732, + "step": 20370 + }, + { + "epoch": 18.28, + "learning_rate": 3.522840614402553e-05, + "loss": 0.0801, + "step": 20380 + }, + { + "epoch": 18.29, + "learning_rate": 3.521843207660084e-05, + "loss": 0.1099, + "step": 20390 + }, + { + "epoch": 18.3, + "learning_rate": 3.5208458009176144e-05, + "loss": 0.0743, + "step": 20400 + }, + { + "epoch": 18.31, + "learning_rate": 3.519848394175145e-05, + "loss": 0.0755, + "step": 20410 + }, + { + "epoch": 18.32, + "learning_rate": 3.5188509874326756e-05, + "loss": 0.087, + "step": 20420 + }, + { + "epoch": 18.33, + "learning_rate": 3.5178535806902055e-05, + "loss": 0.0929, + "step": 20430 + }, + { + "epoch": 18.34, + "learning_rate": 3.516856173947736e-05, + "loss": 0.0744, + "step": 20440 + }, + { + "epoch": 18.34, + "learning_rate": 3.515858767205267e-05, + "loss": 0.0647, + "step": 20450 + }, + { + "epoch": 18.35, + "learning_rate": 3.514861360462797e-05, + "loss": 0.065, + "step": 20460 + }, + { + "epoch": 18.36, + "learning_rate": 3.5138639537203273e-05, + "loss": 0.1091, + "step": 20470 + }, + { + "epoch": 18.37, + "learning_rate": 3.512866546977858e-05, + "loss": 0.0718, + "step": 20480 + }, + { + "epoch": 18.38, + "learning_rate": 3.511869140235388e-05, + "loss": 0.0729, + "step": 20490 + }, + { + "epoch": 18.39, + "learning_rate": 3.5108717334929185e-05, + "loss": 0.0882, + "step": 20500 + }, + { + "epoch": 18.4, + "learning_rate": 3.509874326750449e-05, + "loss": 0.0724, + "step": 20510 + }, + { + "epoch": 18.41, + "learning_rate": 3.50887692000798e-05, + "loss": 0.0942, + "step": 20520 + }, + { + "epoch": 18.42, + "learning_rate": 3.5078795132655104e-05, + "loss": 0.0722, + "step": 20530 + }, + { + "epoch": 18.43, + "learning_rate": 3.50688210652304e-05, + "loss": 0.0762, + "step": 20540 + }, + { + "epoch": 18.43, + "learning_rate": 3.50588469978057e-05, + "loss": 0.0917, + "step": 20550 + }, + { + "epoch": 18.44, + "learning_rate": 3.504887293038101e-05, + "loss": 0.0665, + "step": 20560 + }, + { + "epoch": 18.45, + "learning_rate": 3.5038898862956315e-05, + "loss": 0.091, + "step": 20570 + }, + { + "epoch": 18.46, + "learning_rate": 3.502892479553162e-05, + "loss": 0.079, + "step": 20580 + }, + { + "epoch": 18.47, + "learning_rate": 3.501895072810693e-05, + "loss": 0.0608, + "step": 20590 + }, + { + "epoch": 18.48, + "learning_rate": 3.500897666068223e-05, + "loss": 0.0843, + "step": 20600 + }, + { + "epoch": 18.49, + "learning_rate": 3.4999002593257526e-05, + "loss": 0.0741, + "step": 20610 + }, + { + "epoch": 18.5, + "learning_rate": 3.498902852583283e-05, + "loss": 0.0933, + "step": 20620 + }, + { + "epoch": 18.51, + "learning_rate": 3.497905445840814e-05, + "loss": 0.0435, + "step": 20630 + }, + { + "epoch": 18.52, + "learning_rate": 3.4969080390983445e-05, + "loss": 0.0906, + "step": 20640 + }, + { + "epoch": 18.52, + "learning_rate": 3.495910632355875e-05, + "loss": 0.109, + "step": 20650 + }, + { + "epoch": 18.53, + "learning_rate": 3.494913225613406e-05, + "loss": 0.0641, + "step": 20660 + }, + { + "epoch": 18.54, + "learning_rate": 3.4939158188709357e-05, + "loss": 0.0738, + "step": 20670 + }, + { + "epoch": 18.55, + "learning_rate": 3.492918412128466e-05, + "loss": 0.0664, + "step": 20680 + }, + { + "epoch": 18.56, + "learning_rate": 3.491921005385996e-05, + "loss": 0.1015, + "step": 20690 + }, + { + "epoch": 18.57, + "learning_rate": 3.490923598643527e-05, + "loss": 0.0647, + "step": 20700 + }, + { + "epoch": 18.58, + "learning_rate": 3.4899261919010575e-05, + "loss": 0.1174, + "step": 20710 + }, + { + "epoch": 18.59, + "learning_rate": 3.488928785158588e-05, + "loss": 0.0953, + "step": 20720 + }, + { + "epoch": 18.6, + "learning_rate": 3.487931378416118e-05, + "loss": 0.08, + "step": 20730 + }, + { + "epoch": 18.61, + "learning_rate": 3.4869339716736486e-05, + "loss": 0.091, + "step": 20740 + }, + { + "epoch": 18.61, + "learning_rate": 3.485936564931179e-05, + "loss": 0.0719, + "step": 20750 + }, + { + "epoch": 18.62, + "learning_rate": 3.48493915818871e-05, + "loss": 0.0702, + "step": 20760 + }, + { + "epoch": 18.63, + "learning_rate": 3.48394175144624e-05, + "loss": 0.0892, + "step": 20770 + }, + { + "epoch": 18.64, + "learning_rate": 3.4829443447037704e-05, + "loss": 0.0523, + "step": 20780 + }, + { + "epoch": 18.65, + "learning_rate": 3.4819469379613004e-05, + "loss": 0.0458, + "step": 20790 + }, + { + "epoch": 18.66, + "learning_rate": 3.480949531218831e-05, + "loss": 0.1033, + "step": 20800 + }, + { + "epoch": 18.67, + "learning_rate": 3.4799521244763616e-05, + "loss": 0.0801, + "step": 20810 + }, + { + "epoch": 18.68, + "learning_rate": 3.478954717733892e-05, + "loss": 0.1108, + "step": 20820 + }, + { + "epoch": 18.69, + "learning_rate": 3.477957310991423e-05, + "loss": 0.1124, + "step": 20830 + }, + { + "epoch": 18.69, + "learning_rate": 3.476959904248953e-05, + "loss": 0.1222, + "step": 20840 + }, + { + "epoch": 18.7, + "learning_rate": 3.475962497506483e-05, + "loss": 0.1031, + "step": 20850 + }, + { + "epoch": 18.71, + "learning_rate": 3.4749650907640134e-05, + "loss": 0.0738, + "step": 20860 + }, + { + "epoch": 18.72, + "learning_rate": 3.473967684021544e-05, + "loss": 0.0693, + "step": 20870 + }, + { + "epoch": 18.73, + "learning_rate": 3.4729702772790746e-05, + "loss": 0.1145, + "step": 20880 + }, + { + "epoch": 18.74, + "learning_rate": 3.471972870536605e-05, + "loss": 0.0771, + "step": 20890 + }, + { + "epoch": 18.75, + "learning_rate": 3.470975463794136e-05, + "loss": 0.0853, + "step": 20900 + }, + { + "epoch": 18.76, + "learning_rate": 3.469978057051666e-05, + "loss": 0.0942, + "step": 20910 + }, + { + "epoch": 18.77, + "learning_rate": 3.4689806503091964e-05, + "loss": 0.1007, + "step": 20920 + }, + { + "epoch": 18.78, + "learning_rate": 3.467983243566726e-05, + "loss": 0.0687, + "step": 20930 + }, + { + "epoch": 18.78, + "learning_rate": 3.466985836824257e-05, + "loss": 0.1179, + "step": 20940 + }, + { + "epoch": 18.79, + "learning_rate": 3.4659884300817876e-05, + "loss": 0.0788, + "step": 20950 + }, + { + "epoch": 18.8, + "learning_rate": 3.464991023339318e-05, + "loss": 0.0966, + "step": 20960 + }, + { + "epoch": 18.81, + "learning_rate": 3.463993616596848e-05, + "loss": 0.1133, + "step": 20970 + }, + { + "epoch": 18.82, + "learning_rate": 3.462996209854379e-05, + "loss": 0.0671, + "step": 20980 + }, + { + "epoch": 18.83, + "learning_rate": 3.4619988031119094e-05, + "loss": 0.1021, + "step": 20990 + }, + { + "epoch": 18.84, + "learning_rate": 3.46100139636944e-05, + "loss": 0.0872, + "step": 21000 + }, + { + "epoch": 18.85, + "learning_rate": 3.46000398962697e-05, + "loss": 0.0812, + "step": 21010 + }, + { + "epoch": 18.86, + "learning_rate": 3.4590065828845006e-05, + "loss": 0.1317, + "step": 21020 + }, + { + "epoch": 18.87, + "learning_rate": 3.4580091761420305e-05, + "loss": 0.0935, + "step": 21030 + }, + { + "epoch": 18.87, + "learning_rate": 3.457011769399561e-05, + "loss": 0.0717, + "step": 21040 + }, + { + "epoch": 18.88, + "learning_rate": 3.456014362657092e-05, + "loss": 0.0717, + "step": 21050 + }, + { + "epoch": 18.89, + "learning_rate": 3.4550169559146224e-05, + "loss": 0.1227, + "step": 21060 + }, + { + "epoch": 18.9, + "learning_rate": 3.454019549172153e-05, + "loss": 0.1476, + "step": 21070 + }, + { + "epoch": 18.91, + "learning_rate": 3.453022142429683e-05, + "loss": 0.1153, + "step": 21080 + }, + { + "epoch": 18.92, + "learning_rate": 3.452024735687213e-05, + "loss": 0.1076, + "step": 21090 + }, + { + "epoch": 18.93, + "learning_rate": 3.4510273289447435e-05, + "loss": 0.0735, + "step": 21100 + }, + { + "epoch": 18.94, + "learning_rate": 3.450029922202274e-05, + "loss": 0.0749, + "step": 21110 + }, + { + "epoch": 18.95, + "learning_rate": 3.449032515459805e-05, + "loss": 0.0719, + "step": 21120 + }, + { + "epoch": 18.95, + "learning_rate": 3.448035108717335e-05, + "loss": 0.0987, + "step": 21130 + }, + { + "epoch": 18.96, + "learning_rate": 3.447037701974866e-05, + "loss": 0.0848, + "step": 21140 + }, + { + "epoch": 18.97, + "learning_rate": 3.446040295232396e-05, + "loss": 0.0716, + "step": 21150 + }, + { + "epoch": 18.98, + "learning_rate": 3.4450428884899265e-05, + "loss": 0.0574, + "step": 21160 + }, + { + "epoch": 18.99, + "learning_rate": 3.4440454817474565e-05, + "loss": 0.0914, + "step": 21170 + }, + { + "epoch": 19.0, + "learning_rate": 3.443048075004987e-05, + "loss": 0.0839, + "step": 21180 + }, + { + "epoch": 19.0, + "eval_accuracy": { + "accuracy": 0.9770127831352321 + }, + "eval_f1": { + "f1": 0.9758154254345139 + }, + "eval_loss": 0.06907211244106293, + "eval_precision": { + "precision": 0.9761822643915987 + }, + "eval_recall": { + "recall": 0.9754580155091578 + }, + "eval_runtime": 197.4382, + "eval_samples_per_second": 90.337, + "eval_steps_per_second": 5.647, + "step": 21180 + }, + { + "epoch": 19.01, + "learning_rate": 3.442050668262518e-05, + "loss": 0.0947, + "step": 21190 + }, + { + "epoch": 19.02, + "learning_rate": 3.441053261520048e-05, + "loss": 0.063, + "step": 21200 + }, + { + "epoch": 19.03, + "learning_rate": 3.440055854777578e-05, + "loss": 0.0879, + "step": 21210 + }, + { + "epoch": 19.04, + "learning_rate": 3.439058448035109e-05, + "loss": 0.0552, + "step": 21220 + }, + { + "epoch": 19.04, + "learning_rate": 3.4380610412926395e-05, + "loss": 0.0411, + "step": 21230 + }, + { + "epoch": 19.05, + "learning_rate": 3.43706363455017e-05, + "loss": 0.0852, + "step": 21240 + }, + { + "epoch": 19.06, + "learning_rate": 3.4360662278077e-05, + "loss": 0.0891, + "step": 21250 + }, + { + "epoch": 19.07, + "learning_rate": 3.435068821065231e-05, + "loss": 0.0618, + "step": 21260 + }, + { + "epoch": 19.08, + "learning_rate": 3.4340714143227606e-05, + "loss": 0.078, + "step": 21270 + }, + { + "epoch": 19.09, + "learning_rate": 3.433074007580291e-05, + "loss": 0.0723, + "step": 21280 + }, + { + "epoch": 19.1, + "learning_rate": 3.432076600837822e-05, + "loss": 0.0807, + "step": 21290 + }, + { + "epoch": 19.11, + "learning_rate": 3.4310791940953525e-05, + "loss": 0.114, + "step": 21300 + }, + { + "epoch": 19.12, + "learning_rate": 3.430081787352883e-05, + "loss": 0.0578, + "step": 21310 + }, + { + "epoch": 19.13, + "learning_rate": 3.429084380610413e-05, + "loss": 0.0716, + "step": 21320 + }, + { + "epoch": 19.13, + "learning_rate": 3.4280869738679436e-05, + "loss": 0.0806, + "step": 21330 + }, + { + "epoch": 19.14, + "learning_rate": 3.4270895671254736e-05, + "loss": 0.0926, + "step": 21340 + }, + { + "epoch": 19.15, + "learning_rate": 3.426092160383004e-05, + "loss": 0.0694, + "step": 21350 + }, + { + "epoch": 19.16, + "learning_rate": 3.425094753640535e-05, + "loss": 0.0628, + "step": 21360 + }, + { + "epoch": 19.17, + "learning_rate": 3.4240973468980654e-05, + "loss": 0.0757, + "step": 21370 + }, + { + "epoch": 19.18, + "learning_rate": 3.423099940155596e-05, + "loss": 0.1024, + "step": 21380 + }, + { + "epoch": 19.19, + "learning_rate": 3.422102533413126e-05, + "loss": 0.1002, + "step": 21390 + }, + { + "epoch": 19.2, + "learning_rate": 3.421105126670656e-05, + "loss": 0.1286, + "step": 21400 + }, + { + "epoch": 19.21, + "learning_rate": 3.4201077199281866e-05, + "loss": 0.0689, + "step": 21410 + }, + { + "epoch": 19.22, + "learning_rate": 3.419110313185717e-05, + "loss": 0.0944, + "step": 21420 + }, + { + "epoch": 19.22, + "learning_rate": 3.418112906443248e-05, + "loss": 0.0911, + "step": 21430 + }, + { + "epoch": 19.23, + "learning_rate": 3.4171154997007784e-05, + "loss": 0.0951, + "step": 21440 + }, + { + "epoch": 19.24, + "learning_rate": 3.4161180929583084e-05, + "loss": 0.0735, + "step": 21450 + }, + { + "epoch": 19.25, + "learning_rate": 3.415120686215839e-05, + "loss": 0.0771, + "step": 21460 + }, + { + "epoch": 19.26, + "learning_rate": 3.4141232794733696e-05, + "loss": 0.0406, + "step": 21470 + }, + { + "epoch": 19.27, + "learning_rate": 3.4131258727308995e-05, + "loss": 0.0741, + "step": 21480 + }, + { + "epoch": 19.28, + "learning_rate": 3.41212846598843e-05, + "loss": 0.1092, + "step": 21490 + }, + { + "epoch": 19.29, + "learning_rate": 3.411131059245961e-05, + "loss": 0.0806, + "step": 21500 + }, + { + "epoch": 19.3, + "learning_rate": 3.410133652503491e-05, + "loss": 0.0541, + "step": 21510 + }, + { + "epoch": 19.3, + "learning_rate": 3.4091362457610213e-05, + "loss": 0.0883, + "step": 21520 + }, + { + "epoch": 19.31, + "learning_rate": 3.408138839018552e-05, + "loss": 0.0668, + "step": 21530 + }, + { + "epoch": 19.32, + "learning_rate": 3.4071414322760826e-05, + "loss": 0.0774, + "step": 21540 + }, + { + "epoch": 19.33, + "learning_rate": 3.406144025533613e-05, + "loss": 0.0899, + "step": 21550 + }, + { + "epoch": 19.34, + "learning_rate": 3.405146618791143e-05, + "loss": 0.069, + "step": 21560 + }, + { + "epoch": 19.35, + "learning_rate": 3.404149212048674e-05, + "loss": 0.0988, + "step": 21570 + }, + { + "epoch": 19.36, + "learning_rate": 3.403151805306204e-05, + "loss": 0.0583, + "step": 21580 + }, + { + "epoch": 19.37, + "learning_rate": 3.402154398563734e-05, + "loss": 0.0682, + "step": 21590 + }, + { + "epoch": 19.38, + "learning_rate": 3.401156991821265e-05, + "loss": 0.112, + "step": 21600 + }, + { + "epoch": 19.39, + "learning_rate": 3.4001595850787956e-05, + "loss": 0.0711, + "step": 21610 + }, + { + "epoch": 19.39, + "learning_rate": 3.399162178336326e-05, + "loss": 0.0903, + "step": 21620 + }, + { + "epoch": 19.4, + "learning_rate": 3.398164771593856e-05, + "loss": 0.0759, + "step": 21630 + }, + { + "epoch": 19.41, + "learning_rate": 3.397167364851386e-05, + "loss": 0.0535, + "step": 21640 + }, + { + "epoch": 19.42, + "learning_rate": 3.396169958108917e-05, + "loss": 0.1086, + "step": 21650 + }, + { + "epoch": 19.43, + "learning_rate": 3.395172551366447e-05, + "loss": 0.0778, + "step": 21660 + }, + { + "epoch": 19.44, + "learning_rate": 3.394175144623978e-05, + "loss": 0.0944, + "step": 21670 + }, + { + "epoch": 19.45, + "learning_rate": 3.3931777378815085e-05, + "loss": 0.0606, + "step": 21680 + }, + { + "epoch": 19.46, + "learning_rate": 3.3921803311390385e-05, + "loss": 0.0577, + "step": 21690 + }, + { + "epoch": 19.47, + "learning_rate": 3.391182924396569e-05, + "loss": 0.1027, + "step": 21700 + }, + { + "epoch": 19.48, + "learning_rate": 3.3901855176541e-05, + "loss": 0.0818, + "step": 21710 + }, + { + "epoch": 19.48, + "learning_rate": 3.38918811091163e-05, + "loss": 0.05, + "step": 21720 + }, + { + "epoch": 19.49, + "learning_rate": 3.38819070416916e-05, + "loss": 0.0815, + "step": 21730 + }, + { + "epoch": 19.5, + "learning_rate": 3.387193297426691e-05, + "loss": 0.0904, + "step": 21740 + }, + { + "epoch": 19.51, + "learning_rate": 3.386195890684221e-05, + "loss": 0.0933, + "step": 21750 + }, + { + "epoch": 19.52, + "learning_rate": 3.3851984839417515e-05, + "loss": 0.0868, + "step": 21760 + }, + { + "epoch": 19.53, + "learning_rate": 3.384201077199282e-05, + "loss": 0.0885, + "step": 21770 + }, + { + "epoch": 19.54, + "learning_rate": 3.383203670456813e-05, + "loss": 0.0719, + "step": 21780 + }, + { + "epoch": 19.55, + "learning_rate": 3.382206263714343e-05, + "loss": 0.0591, + "step": 21790 + }, + { + "epoch": 19.56, + "learning_rate": 3.381208856971873e-05, + "loss": 0.0673, + "step": 21800 + }, + { + "epoch": 19.56, + "learning_rate": 3.380211450229404e-05, + "loss": 0.0972, + "step": 21810 + }, + { + "epoch": 19.57, + "learning_rate": 3.379214043486934e-05, + "loss": 0.0604, + "step": 21820 + }, + { + "epoch": 19.58, + "learning_rate": 3.3782166367444644e-05, + "loss": 0.0987, + "step": 21830 + }, + { + "epoch": 19.59, + "learning_rate": 3.377219230001995e-05, + "loss": 0.0838, + "step": 21840 + }, + { + "epoch": 19.6, + "learning_rate": 3.376221823259526e-05, + "loss": 0.0705, + "step": 21850 + }, + { + "epoch": 19.61, + "learning_rate": 3.375224416517056e-05, + "loss": 0.074, + "step": 21860 + }, + { + "epoch": 19.62, + "learning_rate": 3.374227009774586e-05, + "loss": 0.097, + "step": 21870 + }, + { + "epoch": 19.63, + "learning_rate": 3.373229603032116e-05, + "loss": 0.0976, + "step": 21880 + }, + { + "epoch": 19.64, + "learning_rate": 3.372232196289647e-05, + "loss": 0.0693, + "step": 21890 + }, + { + "epoch": 19.65, + "learning_rate": 3.3712347895471774e-05, + "loss": 0.067, + "step": 21900 + }, + { + "epoch": 19.65, + "learning_rate": 3.370237382804708e-05, + "loss": 0.0594, + "step": 21910 + }, + { + "epoch": 19.66, + "learning_rate": 3.3692399760622387e-05, + "loss": 0.0837, + "step": 21920 + }, + { + "epoch": 19.67, + "learning_rate": 3.3682425693197686e-05, + "loss": 0.1103, + "step": 21930 + }, + { + "epoch": 19.68, + "learning_rate": 3.367245162577299e-05, + "loss": 0.0871, + "step": 21940 + }, + { + "epoch": 19.69, + "learning_rate": 3.36624775583483e-05, + "loss": 0.0635, + "step": 21950 + }, + { + "epoch": 19.7, + "learning_rate": 3.36525034909236e-05, + "loss": 0.0653, + "step": 21960 + }, + { + "epoch": 19.71, + "learning_rate": 3.3642529423498904e-05, + "loss": 0.0869, + "step": 21970 + }, + { + "epoch": 19.72, + "learning_rate": 3.363255535607421e-05, + "loss": 0.0988, + "step": 21980 + }, + { + "epoch": 19.73, + "learning_rate": 3.362258128864951e-05, + "loss": 0.0642, + "step": 21990 + }, + { + "epoch": 19.74, + "learning_rate": 3.3612607221224816e-05, + "loss": 0.0657, + "step": 22000 + }, + { + "epoch": 19.74, + "learning_rate": 3.360263315380012e-05, + "loss": 0.0916, + "step": 22010 + }, + { + "epoch": 19.75, + "learning_rate": 3.359265908637543e-05, + "loss": 0.1009, + "step": 22020 + }, + { + "epoch": 19.76, + "learning_rate": 3.3582685018950734e-05, + "loss": 0.0612, + "step": 22030 + }, + { + "epoch": 19.77, + "learning_rate": 3.3572710951526034e-05, + "loss": 0.0846, + "step": 22040 + }, + { + "epoch": 19.78, + "learning_rate": 3.356273688410134e-05, + "loss": 0.0647, + "step": 22050 + }, + { + "epoch": 19.79, + "learning_rate": 3.355276281667664e-05, + "loss": 0.0744, + "step": 22060 + }, + { + "epoch": 19.8, + "learning_rate": 3.3542788749251946e-05, + "loss": 0.0889, + "step": 22070 + }, + { + "epoch": 19.81, + "learning_rate": 3.353281468182725e-05, + "loss": 0.1066, + "step": 22080 + }, + { + "epoch": 19.82, + "learning_rate": 3.352284061440256e-05, + "loss": 0.0595, + "step": 22090 + }, + { + "epoch": 19.83, + "learning_rate": 3.3512866546977864e-05, + "loss": 0.0899, + "step": 22100 + }, + { + "epoch": 19.83, + "learning_rate": 3.3502892479553164e-05, + "loss": 0.0708, + "step": 22110 + }, + { + "epoch": 19.84, + "learning_rate": 3.349291841212846e-05, + "loss": 0.0613, + "step": 22120 + }, + { + "epoch": 19.85, + "learning_rate": 3.348294434470377e-05, + "loss": 0.0742, + "step": 22130 + }, + { + "epoch": 19.86, + "learning_rate": 3.3472970277279075e-05, + "loss": 0.0982, + "step": 22140 + }, + { + "epoch": 19.87, + "learning_rate": 3.346299620985438e-05, + "loss": 0.0739, + "step": 22150 + }, + { + "epoch": 19.88, + "learning_rate": 3.345302214242969e-05, + "loss": 0.1002, + "step": 22160 + }, + { + "epoch": 19.89, + "learning_rate": 3.344304807500499e-05, + "loss": 0.0765, + "step": 22170 + }, + { + "epoch": 19.9, + "learning_rate": 3.343307400758029e-05, + "loss": 0.0932, + "step": 22180 + }, + { + "epoch": 19.91, + "learning_rate": 3.342309994015559e-05, + "loss": 0.0875, + "step": 22190 + }, + { + "epoch": 19.91, + "learning_rate": 3.34131258727309e-05, + "loss": 0.0788, + "step": 22200 + }, + { + "epoch": 19.92, + "learning_rate": 3.3403151805306205e-05, + "loss": 0.0727, + "step": 22210 + }, + { + "epoch": 19.93, + "learning_rate": 3.339317773788151e-05, + "loss": 0.0741, + "step": 22220 + }, + { + "epoch": 19.94, + "learning_rate": 3.338320367045681e-05, + "loss": 0.0752, + "step": 22230 + }, + { + "epoch": 19.95, + "learning_rate": 3.337322960303212e-05, + "loss": 0.0954, + "step": 22240 + }, + { + "epoch": 19.96, + "learning_rate": 3.336325553560742e-05, + "loss": 0.0559, + "step": 22250 + }, + { + "epoch": 19.97, + "learning_rate": 3.335328146818273e-05, + "loss": 0.0666, + "step": 22260 + }, + { + "epoch": 19.98, + "learning_rate": 3.334330740075803e-05, + "loss": 0.0678, + "step": 22270 + }, + { + "epoch": 19.99, + "learning_rate": 3.3333333333333335e-05, + "loss": 0.0851, + "step": 22280 + }, + { + "epoch": 20.0, + "learning_rate": 3.332335926590864e-05, + "loss": 0.0752, + "step": 22290 + }, + { + "epoch": 20.0, + "eval_accuracy": { + "accuracy": 0.9765642520744562 + }, + "eval_f1": { + "f1": 0.9753527993174993 + }, + "eval_loss": 0.07372234016656876, + "eval_precision": { + "precision": 0.9756389600577889 + }, + "eval_recall": { + "recall": 0.9751662665128649 + }, + "eval_runtime": 185.001, + "eval_samples_per_second": 96.41, + "eval_steps_per_second": 6.027, + "step": 22295 + }, + { + "epoch": 20.0, + "learning_rate": 3.331338519848394e-05, + "loss": 0.0697, + "step": 22300 + }, + { + "epoch": 20.01, + "learning_rate": 3.330341113105925e-05, + "loss": 0.0854, + "step": 22310 + }, + { + "epoch": 20.02, + "learning_rate": 3.329343706363455e-05, + "loss": 0.0683, + "step": 22320 + }, + { + "epoch": 20.03, + "learning_rate": 3.328346299620986e-05, + "loss": 0.0593, + "step": 22330 + }, + { + "epoch": 20.04, + "learning_rate": 3.3273488928785165e-05, + "loss": 0.074, + "step": 22340 + }, + { + "epoch": 20.05, + "learning_rate": 3.3263514861360465e-05, + "loss": 0.0987, + "step": 22350 + }, + { + "epoch": 20.06, + "learning_rate": 3.3253540793935764e-05, + "loss": 0.0949, + "step": 22360 + }, + { + "epoch": 20.07, + "learning_rate": 3.324356672651107e-05, + "loss": 0.0582, + "step": 22370 + }, + { + "epoch": 20.08, + "learning_rate": 3.3233592659086377e-05, + "loss": 0.0503, + "step": 22380 + }, + { + "epoch": 20.09, + "learning_rate": 3.322361859166168e-05, + "loss": 0.0682, + "step": 22390 + }, + { + "epoch": 20.09, + "learning_rate": 3.321364452423699e-05, + "loss": 0.0886, + "step": 22400 + }, + { + "epoch": 20.1, + "learning_rate": 3.320367045681229e-05, + "loss": 0.0756, + "step": 22410 + }, + { + "epoch": 20.11, + "learning_rate": 3.3193696389387595e-05, + "loss": 0.0461, + "step": 22420 + }, + { + "epoch": 20.12, + "learning_rate": 3.3183722321962894e-05, + "loss": 0.093, + "step": 22430 + }, + { + "epoch": 20.13, + "learning_rate": 3.31737482545382e-05, + "loss": 0.1076, + "step": 22440 + }, + { + "epoch": 20.14, + "learning_rate": 3.3163774187113506e-05, + "loss": 0.0715, + "step": 22450 + }, + { + "epoch": 20.15, + "learning_rate": 3.315380011968881e-05, + "loss": 0.0941, + "step": 22460 + }, + { + "epoch": 20.16, + "learning_rate": 3.314382605226411e-05, + "loss": 0.0662, + "step": 22470 + }, + { + "epoch": 20.17, + "learning_rate": 3.313385198483942e-05, + "loss": 0.063, + "step": 22480 + }, + { + "epoch": 20.17, + "learning_rate": 3.3123877917414724e-05, + "loss": 0.0682, + "step": 22490 + }, + { + "epoch": 20.18, + "learning_rate": 3.311390384999003e-05, + "loss": 0.067, + "step": 22500 + }, + { + "epoch": 20.19, + "learning_rate": 3.310392978256533e-05, + "loss": 0.0847, + "step": 22510 + }, + { + "epoch": 20.2, + "learning_rate": 3.3093955715140636e-05, + "loss": 0.0859, + "step": 22520 + }, + { + "epoch": 20.21, + "learning_rate": 3.308398164771594e-05, + "loss": 0.0892, + "step": 22530 + }, + { + "epoch": 20.22, + "learning_rate": 3.307400758029124e-05, + "loss": 0.0671, + "step": 22540 + }, + { + "epoch": 20.23, + "learning_rate": 3.306403351286655e-05, + "loss": 0.0645, + "step": 22550 + }, + { + "epoch": 20.24, + "learning_rate": 3.3054059445441854e-05, + "loss": 0.093, + "step": 22560 + }, + { + "epoch": 20.25, + "learning_rate": 3.304408537801716e-05, + "loss": 0.1148, + "step": 22570 + }, + { + "epoch": 20.26, + "learning_rate": 3.3034111310592466e-05, + "loss": 0.0747, + "step": 22580 + }, + { + "epoch": 20.26, + "learning_rate": 3.3024137243167766e-05, + "loss": 0.0829, + "step": 22590 + }, + { + "epoch": 20.27, + "learning_rate": 3.3014163175743065e-05, + "loss": 0.0829, + "step": 22600 + }, + { + "epoch": 20.28, + "learning_rate": 3.300418910831837e-05, + "loss": 0.0722, + "step": 22610 + }, + { + "epoch": 20.29, + "learning_rate": 3.299421504089368e-05, + "loss": 0.0785, + "step": 22620 + }, + { + "epoch": 20.3, + "learning_rate": 3.2984240973468984e-05, + "loss": 0.0887, + "step": 22630 + }, + { + "epoch": 20.31, + "learning_rate": 3.297426690604429e-05, + "loss": 0.0803, + "step": 22640 + }, + { + "epoch": 20.32, + "learning_rate": 3.296429283861959e-05, + "loss": 0.0906, + "step": 22650 + }, + { + "epoch": 20.33, + "learning_rate": 3.2954318771194896e-05, + "loss": 0.0919, + "step": 22660 + }, + { + "epoch": 20.34, + "learning_rate": 3.2944344703770195e-05, + "loss": 0.0727, + "step": 22670 + }, + { + "epoch": 20.35, + "learning_rate": 3.29343706363455e-05, + "loss": 0.0811, + "step": 22680 + }, + { + "epoch": 20.35, + "learning_rate": 3.292439656892081e-05, + "loss": 0.0726, + "step": 22690 + }, + { + "epoch": 20.36, + "learning_rate": 3.2914422501496114e-05, + "loss": 0.0641, + "step": 22700 + }, + { + "epoch": 20.37, + "learning_rate": 3.290444843407142e-05, + "loss": 0.0777, + "step": 22710 + }, + { + "epoch": 20.38, + "learning_rate": 3.289447436664672e-05, + "loss": 0.0513, + "step": 22720 + }, + { + "epoch": 20.39, + "learning_rate": 3.2884500299222025e-05, + "loss": 0.0857, + "step": 22730 + }, + { + "epoch": 20.4, + "learning_rate": 3.287452623179733e-05, + "loss": 0.1225, + "step": 22740 + }, + { + "epoch": 20.41, + "learning_rate": 3.286455216437263e-05, + "loss": 0.1103, + "step": 22750 + }, + { + "epoch": 20.42, + "learning_rate": 3.285457809694794e-05, + "loss": 0.0675, + "step": 22760 + }, + { + "epoch": 20.43, + "learning_rate": 3.2844604029523243e-05, + "loss": 0.0853, + "step": 22770 + }, + { + "epoch": 20.44, + "learning_rate": 3.283462996209854e-05, + "loss": 0.0871, + "step": 22780 + }, + { + "epoch": 20.44, + "learning_rate": 3.282465589467385e-05, + "loss": 0.086, + "step": 22790 + }, + { + "epoch": 20.45, + "learning_rate": 3.2814681827249155e-05, + "loss": 0.086, + "step": 22800 + }, + { + "epoch": 20.46, + "learning_rate": 3.280470775982446e-05, + "loss": 0.0802, + "step": 22810 + }, + { + "epoch": 20.47, + "learning_rate": 3.279473369239976e-05, + "loss": 0.0735, + "step": 22820 + }, + { + "epoch": 20.48, + "learning_rate": 3.278475962497507e-05, + "loss": 0.1059, + "step": 22830 + }, + { + "epoch": 20.49, + "learning_rate": 3.2774785557550366e-05, + "loss": 0.0969, + "step": 22840 + }, + { + "epoch": 20.5, + "learning_rate": 3.276481149012567e-05, + "loss": 0.0706, + "step": 22850 + }, + { + "epoch": 20.51, + "learning_rate": 3.275483742270098e-05, + "loss": 0.0902, + "step": 22860 + }, + { + "epoch": 20.52, + "learning_rate": 3.2744863355276285e-05, + "loss": 0.0633, + "step": 22870 + }, + { + "epoch": 20.52, + "learning_rate": 3.273488928785159e-05, + "loss": 0.082, + "step": 22880 + }, + { + "epoch": 20.53, + "learning_rate": 3.272491522042689e-05, + "loss": 0.0533, + "step": 22890 + }, + { + "epoch": 20.54, + "learning_rate": 3.271494115300219e-05, + "loss": 0.0936, + "step": 22900 + }, + { + "epoch": 20.55, + "learning_rate": 3.2704967085577496e-05, + "loss": 0.0736, + "step": 22910 + }, + { + "epoch": 20.56, + "learning_rate": 3.26949930181528e-05, + "loss": 0.1105, + "step": 22920 + }, + { + "epoch": 20.57, + "learning_rate": 3.268501895072811e-05, + "loss": 0.0874, + "step": 22930 + }, + { + "epoch": 20.58, + "learning_rate": 3.2675044883303415e-05, + "loss": 0.061, + "step": 22940 + }, + { + "epoch": 20.59, + "learning_rate": 3.266507081587872e-05, + "loss": 0.0787, + "step": 22950 + }, + { + "epoch": 20.6, + "learning_rate": 3.265509674845402e-05, + "loss": 0.0714, + "step": 22960 + }, + { + "epoch": 20.61, + "learning_rate": 3.264512268102933e-05, + "loss": 0.0742, + "step": 22970 + }, + { + "epoch": 20.61, + "learning_rate": 3.2635148613604626e-05, + "loss": 0.0729, + "step": 22980 + }, + { + "epoch": 20.62, + "learning_rate": 3.262517454617993e-05, + "loss": 0.081, + "step": 22990 + }, + { + "epoch": 20.63, + "learning_rate": 3.261520047875524e-05, + "loss": 0.1077, + "step": 23000 + }, + { + "epoch": 20.64, + "learning_rate": 3.2605226411330545e-05, + "loss": 0.0967, + "step": 23010 + }, + { + "epoch": 20.65, + "learning_rate": 3.2595252343905844e-05, + "loss": 0.0874, + "step": 23020 + }, + { + "epoch": 20.66, + "learning_rate": 3.258527827648115e-05, + "loss": 0.0525, + "step": 23030 + }, + { + "epoch": 20.67, + "learning_rate": 3.2575304209056456e-05, + "loss": 0.085, + "step": 23040 + }, + { + "epoch": 20.68, + "learning_rate": 3.256533014163176e-05, + "loss": 0.0876, + "step": 23050 + }, + { + "epoch": 20.69, + "learning_rate": 3.255535607420706e-05, + "loss": 0.0731, + "step": 23060 + }, + { + "epoch": 20.7, + "learning_rate": 3.254538200678237e-05, + "loss": 0.0737, + "step": 23070 + }, + { + "epoch": 20.7, + "learning_rate": 3.253540793935767e-05, + "loss": 0.0848, + "step": 23080 + }, + { + "epoch": 20.71, + "learning_rate": 3.2525433871932974e-05, + "loss": 0.0795, + "step": 23090 + }, + { + "epoch": 20.72, + "learning_rate": 3.251545980450828e-05, + "loss": 0.067, + "step": 23100 + }, + { + "epoch": 20.73, + "learning_rate": 3.2505485737083586e-05, + "loss": 0.087, + "step": 23110 + }, + { + "epoch": 20.74, + "learning_rate": 3.249551166965889e-05, + "loss": 0.0811, + "step": 23120 + }, + { + "epoch": 20.75, + "learning_rate": 3.248553760223419e-05, + "loss": 0.089, + "step": 23130 + }, + { + "epoch": 20.76, + "learning_rate": 3.247556353480949e-05, + "loss": 0.0919, + "step": 23140 + }, + { + "epoch": 20.77, + "learning_rate": 3.24655894673848e-05, + "loss": 0.0522, + "step": 23150 + }, + { + "epoch": 20.78, + "learning_rate": 3.2455615399960104e-05, + "loss": 0.0723, + "step": 23160 + }, + { + "epoch": 20.78, + "learning_rate": 3.244564133253541e-05, + "loss": 0.0746, + "step": 23170 + }, + { + "epoch": 20.79, + "learning_rate": 3.2435667265110716e-05, + "loss": 0.0793, + "step": 23180 + }, + { + "epoch": 20.8, + "learning_rate": 3.242569319768602e-05, + "loss": 0.1083, + "step": 23190 + }, + { + "epoch": 20.81, + "learning_rate": 3.241571913026132e-05, + "loss": 0.1005, + "step": 23200 + }, + { + "epoch": 20.82, + "learning_rate": 3.240574506283663e-05, + "loss": 0.0805, + "step": 23210 + }, + { + "epoch": 20.83, + "learning_rate": 3.239577099541193e-05, + "loss": 0.079, + "step": 23220 + }, + { + "epoch": 20.84, + "learning_rate": 3.2385796927987233e-05, + "loss": 0.0919, + "step": 23230 + }, + { + "epoch": 20.85, + "learning_rate": 3.237582286056254e-05, + "loss": 0.0805, + "step": 23240 + }, + { + "epoch": 20.86, + "learning_rate": 3.2365848793137846e-05, + "loss": 0.0753, + "step": 23250 + }, + { + "epoch": 20.87, + "learning_rate": 3.2355874725713145e-05, + "loss": 0.0883, + "step": 23260 + }, + { + "epoch": 20.87, + "learning_rate": 3.234590065828845e-05, + "loss": 0.0877, + "step": 23270 + }, + { + "epoch": 20.88, + "learning_rate": 3.233592659086376e-05, + "loss": 0.0519, + "step": 23280 + }, + { + "epoch": 20.89, + "learning_rate": 3.2325952523439064e-05, + "loss": 0.0996, + "step": 23290 + }, + { + "epoch": 20.9, + "learning_rate": 3.231597845601436e-05, + "loss": 0.1142, + "step": 23300 + }, + { + "epoch": 20.91, + "learning_rate": 3.230600438858967e-05, + "loss": 0.0492, + "step": 23310 + }, + { + "epoch": 20.92, + "learning_rate": 3.229603032116497e-05, + "loss": 0.0903, + "step": 23320 + }, + { + "epoch": 20.93, + "learning_rate": 3.2286056253740275e-05, + "loss": 0.0741, + "step": 23330 + }, + { + "epoch": 20.94, + "learning_rate": 3.227608218631558e-05, + "loss": 0.0857, + "step": 23340 + }, + { + "epoch": 20.95, + "learning_rate": 3.226610811889089e-05, + "loss": 0.0474, + "step": 23350 + }, + { + "epoch": 20.96, + "learning_rate": 3.2256134051466194e-05, + "loss": 0.0605, + "step": 23360 + }, + { + "epoch": 20.96, + "learning_rate": 3.224615998404149e-05, + "loss": 0.0875, + "step": 23370 + }, + { + "epoch": 20.97, + "learning_rate": 3.223618591661679e-05, + "loss": 0.0698, + "step": 23380 + }, + { + "epoch": 20.98, + "learning_rate": 3.22262118491921e-05, + "loss": 0.0721, + "step": 23390 + }, + { + "epoch": 20.99, + "learning_rate": 3.2216237781767405e-05, + "loss": 0.0777, + "step": 23400 + }, + { + "epoch": 21.0, + "eval_accuracy": { + "accuracy": 0.9806010316214397 + }, + "eval_f1": { + "f1": 0.9797190165517261 + }, + "eval_loss": 0.05940975993871689, + "eval_precision": { + "precision": 0.9797694892510824 + }, + "eval_recall": { + "recall": 0.9796726937896714 + }, + "eval_runtime": 199.1046, + "eval_samples_per_second": 89.581, + "eval_steps_per_second": 5.6, + "step": 23409 + }, + { + "epoch": 21.0, + "learning_rate": 3.220626371434271e-05, + "loss": 0.079, + "step": 23410 + }, + { + "epoch": 21.01, + "learning_rate": 3.219628964691802e-05, + "loss": 0.072, + "step": 23420 + }, + { + "epoch": 21.02, + "learning_rate": 3.218631557949332e-05, + "loss": 0.0805, + "step": 23430 + }, + { + "epoch": 21.03, + "learning_rate": 3.217634151206862e-05, + "loss": 0.0415, + "step": 23440 + }, + { + "epoch": 21.04, + "learning_rate": 3.216636744464393e-05, + "loss": 0.1084, + "step": 23450 + }, + { + "epoch": 21.05, + "learning_rate": 3.215639337721923e-05, + "loss": 0.0675, + "step": 23460 + }, + { + "epoch": 21.05, + "learning_rate": 3.2146419309794535e-05, + "loss": 0.0643, + "step": 23470 + }, + { + "epoch": 21.06, + "learning_rate": 3.213644524236984e-05, + "loss": 0.0536, + "step": 23480 + }, + { + "epoch": 21.07, + "learning_rate": 3.212647117494515e-05, + "loss": 0.0528, + "step": 23490 + }, + { + "epoch": 21.08, + "learning_rate": 3.2116497107520446e-05, + "loss": 0.0374, + "step": 23500 + }, + { + "epoch": 21.09, + "learning_rate": 3.210652304009575e-05, + "loss": 0.0815, + "step": 23510 + }, + { + "epoch": 21.1, + "learning_rate": 3.209654897267106e-05, + "loss": 0.077, + "step": 23520 + }, + { + "epoch": 21.11, + "learning_rate": 3.208657490524636e-05, + "loss": 0.054, + "step": 23530 + }, + { + "epoch": 21.12, + "learning_rate": 3.2076600837821664e-05, + "loss": 0.1037, + "step": 23540 + }, + { + "epoch": 21.13, + "learning_rate": 3.206662677039697e-05, + "loss": 0.0581, + "step": 23550 + }, + { + "epoch": 21.13, + "learning_rate": 3.205665270297227e-05, + "loss": 0.0902, + "step": 23560 + }, + { + "epoch": 21.14, + "learning_rate": 3.2046678635547576e-05, + "loss": 0.0538, + "step": 23570 + }, + { + "epoch": 21.15, + "learning_rate": 3.203670456812288e-05, + "loss": 0.0928, + "step": 23580 + }, + { + "epoch": 21.16, + "learning_rate": 3.202673050069819e-05, + "loss": 0.0589, + "step": 23590 + }, + { + "epoch": 21.17, + "learning_rate": 3.2016756433273495e-05, + "loss": 0.0783, + "step": 23600 + }, + { + "epoch": 21.18, + "learning_rate": 3.2006782365848794e-05, + "loss": 0.0822, + "step": 23610 + }, + { + "epoch": 21.19, + "learning_rate": 3.1996808298424094e-05, + "loss": 0.0642, + "step": 23620 + }, + { + "epoch": 21.2, + "learning_rate": 3.19868342309994e-05, + "loss": 0.077, + "step": 23630 + }, + { + "epoch": 21.21, + "learning_rate": 3.1976860163574706e-05, + "loss": 0.0836, + "step": 23640 + }, + { + "epoch": 21.22, + "learning_rate": 3.196688609615001e-05, + "loss": 0.0886, + "step": 23650 + }, + { + "epoch": 21.22, + "learning_rate": 3.195691202872532e-05, + "loss": 0.0934, + "step": 23660 + }, + { + "epoch": 21.23, + "learning_rate": 3.1946937961300625e-05, + "loss": 0.0765, + "step": 23670 + }, + { + "epoch": 21.24, + "learning_rate": 3.1936963893875924e-05, + "loss": 0.0786, + "step": 23680 + }, + { + "epoch": 21.25, + "learning_rate": 3.192698982645122e-05, + "loss": 0.0757, + "step": 23690 + }, + { + "epoch": 21.26, + "learning_rate": 3.191701575902653e-05, + "loss": 0.0727, + "step": 23700 + }, + { + "epoch": 21.27, + "learning_rate": 3.1907041691601836e-05, + "loss": 0.0742, + "step": 23710 + }, + { + "epoch": 21.28, + "learning_rate": 3.189706762417714e-05, + "loss": 0.0737, + "step": 23720 + }, + { + "epoch": 21.29, + "learning_rate": 3.188709355675245e-05, + "loss": 0.0789, + "step": 23730 + }, + { + "epoch": 21.3, + "learning_rate": 3.187711948932775e-05, + "loss": 0.087, + "step": 23740 + }, + { + "epoch": 21.31, + "learning_rate": 3.1867145421903054e-05, + "loss": 0.0833, + "step": 23750 + }, + { + "epoch": 21.31, + "learning_rate": 3.185717135447836e-05, + "loss": 0.1103, + "step": 23760 + }, + { + "epoch": 21.32, + "learning_rate": 3.184719728705366e-05, + "loss": 0.0888, + "step": 23770 + }, + { + "epoch": 21.33, + "learning_rate": 3.1837223219628966e-05, + "loss": 0.076, + "step": 23780 + }, + { + "epoch": 21.34, + "learning_rate": 3.182724915220427e-05, + "loss": 0.0913, + "step": 23790 + }, + { + "epoch": 21.35, + "learning_rate": 3.181727508477957e-05, + "loss": 0.1204, + "step": 23800 + }, + { + "epoch": 21.36, + "learning_rate": 3.180730101735488e-05, + "loss": 0.0517, + "step": 23810 + }, + { + "epoch": 21.37, + "learning_rate": 3.1797326949930184e-05, + "loss": 0.05, + "step": 23820 + }, + { + "epoch": 21.38, + "learning_rate": 3.178735288250549e-05, + "loss": 0.0808, + "step": 23830 + }, + { + "epoch": 21.39, + "learning_rate": 3.1777378815080796e-05, + "loss": 0.0435, + "step": 23840 + }, + { + "epoch": 21.39, + "learning_rate": 3.1767404747656095e-05, + "loss": 0.0576, + "step": 23850 + }, + { + "epoch": 21.4, + "learning_rate": 3.17574306802314e-05, + "loss": 0.0588, + "step": 23860 + }, + { + "epoch": 21.41, + "learning_rate": 3.17474566128067e-05, + "loss": 0.0676, + "step": 23870 + }, + { + "epoch": 21.42, + "learning_rate": 3.173748254538201e-05, + "loss": 0.0652, + "step": 23880 + }, + { + "epoch": 21.43, + "learning_rate": 3.172750847795731e-05, + "loss": 0.0817, + "step": 23890 + }, + { + "epoch": 21.44, + "learning_rate": 3.171753441053262e-05, + "loss": 0.0692, + "step": 23900 + }, + { + "epoch": 21.45, + "learning_rate": 3.1707560343107926e-05, + "loss": 0.1341, + "step": 23910 + }, + { + "epoch": 21.46, + "learning_rate": 3.1697586275683225e-05, + "loss": 0.1038, + "step": 23920 + }, + { + "epoch": 21.47, + "learning_rate": 3.1687612208258525e-05, + "loss": 0.0797, + "step": 23930 + }, + { + "epoch": 21.48, + "learning_rate": 3.167763814083383e-05, + "loss": 0.1063, + "step": 23940 + }, + { + "epoch": 21.48, + "learning_rate": 3.166766407340914e-05, + "loss": 0.0503, + "step": 23950 + }, + { + "epoch": 21.49, + "learning_rate": 3.165769000598444e-05, + "loss": 0.0669, + "step": 23960 + }, + { + "epoch": 21.5, + "learning_rate": 3.164771593855975e-05, + "loss": 0.0844, + "step": 23970 + }, + { + "epoch": 21.51, + "learning_rate": 3.163774187113505e-05, + "loss": 0.0884, + "step": 23980 + }, + { + "epoch": 21.52, + "learning_rate": 3.1627767803710355e-05, + "loss": 0.0717, + "step": 23990 + }, + { + "epoch": 21.53, + "learning_rate": 3.161779373628566e-05, + "loss": 0.0667, + "step": 24000 + }, + { + "epoch": 21.54, + "learning_rate": 3.160781966886096e-05, + "loss": 0.0877, + "step": 24010 + }, + { + "epoch": 21.55, + "learning_rate": 3.159784560143627e-05, + "loss": 0.0516, + "step": 24020 + }, + { + "epoch": 21.56, + "learning_rate": 3.158787153401157e-05, + "loss": 0.0986, + "step": 24030 + }, + { + "epoch": 21.57, + "learning_rate": 3.157789746658687e-05, + "loss": 0.0585, + "step": 24040 + }, + { + "epoch": 21.57, + "learning_rate": 3.156792339916218e-05, + "loss": 0.0789, + "step": 24050 + }, + { + "epoch": 21.58, + "learning_rate": 3.1557949331737485e-05, + "loss": 0.0797, + "step": 24060 + }, + { + "epoch": 21.59, + "learning_rate": 3.154797526431279e-05, + "loss": 0.0838, + "step": 24070 + }, + { + "epoch": 21.6, + "learning_rate": 3.15380011968881e-05, + "loss": 0.0582, + "step": 24080 + }, + { + "epoch": 21.61, + "learning_rate": 3.1528027129463396e-05, + "loss": 0.0894, + "step": 24090 + }, + { + "epoch": 21.62, + "learning_rate": 3.15180530620387e-05, + "loss": 0.0778, + "step": 24100 + }, + { + "epoch": 21.63, + "learning_rate": 3.1508078994614e-05, + "loss": 0.0787, + "step": 24110 + }, + { + "epoch": 21.64, + "learning_rate": 3.149810492718931e-05, + "loss": 0.0805, + "step": 24120 + }, + { + "epoch": 21.65, + "learning_rate": 3.1488130859764614e-05, + "loss": 0.0551, + "step": 24130 + }, + { + "epoch": 21.66, + "learning_rate": 3.147815679233992e-05, + "loss": 0.1026, + "step": 24140 + }, + { + "epoch": 21.66, + "learning_rate": 3.146818272491523e-05, + "loss": 0.0847, + "step": 24150 + }, + { + "epoch": 21.67, + "learning_rate": 3.1458208657490526e-05, + "loss": 0.0546, + "step": 24160 + }, + { + "epoch": 21.68, + "learning_rate": 3.1448234590065826e-05, + "loss": 0.0901, + "step": 24170 + }, + { + "epoch": 21.69, + "learning_rate": 3.143826052264113e-05, + "loss": 0.0789, + "step": 24180 + }, + { + "epoch": 21.7, + "learning_rate": 3.142828645521644e-05, + "loss": 0.0921, + "step": 24190 + }, + { + "epoch": 21.71, + "learning_rate": 3.1418312387791744e-05, + "loss": 0.0926, + "step": 24200 + }, + { + "epoch": 21.72, + "learning_rate": 3.140833832036705e-05, + "loss": 0.0723, + "step": 24210 + }, + { + "epoch": 21.73, + "learning_rate": 3.139836425294235e-05, + "loss": 0.0861, + "step": 24220 + }, + { + "epoch": 21.74, + "learning_rate": 3.1388390185517656e-05, + "loss": 0.0614, + "step": 24230 + }, + { + "epoch": 21.74, + "learning_rate": 3.137841611809296e-05, + "loss": 0.1016, + "step": 24240 + }, + { + "epoch": 21.75, + "learning_rate": 3.136844205066826e-05, + "loss": 0.0838, + "step": 24250 + }, + { + "epoch": 21.76, + "learning_rate": 3.135846798324357e-05, + "loss": 0.0639, + "step": 24260 + }, + { + "epoch": 21.77, + "learning_rate": 3.1348493915818874e-05, + "loss": 0.0906, + "step": 24270 + }, + { + "epoch": 21.78, + "learning_rate": 3.1338519848394173e-05, + "loss": 0.062, + "step": 24280 + }, + { + "epoch": 21.79, + "learning_rate": 3.132854578096948e-05, + "loss": 0.0697, + "step": 24290 + }, + { + "epoch": 21.8, + "learning_rate": 3.1318571713544786e-05, + "loss": 0.0669, + "step": 24300 + }, + { + "epoch": 21.81, + "learning_rate": 3.130859764612009e-05, + "loss": 0.0533, + "step": 24310 + }, + { + "epoch": 21.82, + "learning_rate": 3.129862357869539e-05, + "loss": 0.0947, + "step": 24320 + }, + { + "epoch": 21.83, + "learning_rate": 3.12886495112707e-05, + "loss": 0.0936, + "step": 24330 + }, + { + "epoch": 21.83, + "learning_rate": 3.1278675443846004e-05, + "loss": 0.0537, + "step": 24340 + }, + { + "epoch": 21.84, + "learning_rate": 3.12687013764213e-05, + "loss": 0.078, + "step": 24350 + }, + { + "epoch": 21.85, + "learning_rate": 3.125872730899661e-05, + "loss": 0.0797, + "step": 24360 + }, + { + "epoch": 21.86, + "learning_rate": 3.1248753241571916e-05, + "loss": 0.0736, + "step": 24370 + }, + { + "epoch": 21.87, + "learning_rate": 3.123877917414722e-05, + "loss": 0.0574, + "step": 24380 + }, + { + "epoch": 21.88, + "learning_rate": 3.122880510672253e-05, + "loss": 0.0915, + "step": 24390 + }, + { + "epoch": 21.89, + "learning_rate": 3.121883103929783e-05, + "loss": 0.1133, + "step": 24400 + }, + { + "epoch": 21.9, + "learning_rate": 3.120885697187313e-05, + "loss": 0.0897, + "step": 24410 + }, + { + "epoch": 21.91, + "learning_rate": 3.119888290444843e-05, + "loss": 0.0551, + "step": 24420 + }, + { + "epoch": 21.92, + "learning_rate": 3.118890883702374e-05, + "loss": 0.0689, + "step": 24430 + }, + { + "epoch": 21.92, + "learning_rate": 3.1178934769599045e-05, + "loss": 0.0562, + "step": 24440 + }, + { + "epoch": 21.93, + "learning_rate": 3.116896070217435e-05, + "loss": 0.08, + "step": 24450 + }, + { + "epoch": 21.94, + "learning_rate": 3.115898663474965e-05, + "loss": 0.0643, + "step": 24460 + }, + { + "epoch": 21.95, + "learning_rate": 3.114901256732496e-05, + "loss": 0.0635, + "step": 24470 + }, + { + "epoch": 21.96, + "learning_rate": 3.113903849990026e-05, + "loss": 0.0645, + "step": 24480 + }, + { + "epoch": 21.97, + "learning_rate": 3.112906443247556e-05, + "loss": 0.0678, + "step": 24490 + }, + { + "epoch": 21.98, + "learning_rate": 3.111909036505087e-05, + "loss": 0.0674, + "step": 24500 + }, + { + "epoch": 21.99, + "learning_rate": 3.1109116297626175e-05, + "loss": 0.0456, + "step": 24510 + }, + { + "epoch": 22.0, + "learning_rate": 3.1099142230201475e-05, + "loss": 0.0753, + "step": 24520 + }, + { + "epoch": 22.0, + "eval_accuracy": { + "accuracy": 0.9798721686476789 + }, + "eval_f1": { + "f1": 0.9791539833000008 + }, + "eval_loss": 0.06731348484754562, + "eval_precision": { + "precision": 0.9788167338624194 + }, + "eval_recall": { + "recall": 0.9796378458227846 + }, + "eval_runtime": 185.3809, + "eval_samples_per_second": 96.213, + "eval_steps_per_second": 6.015, + "step": 24524 + }, + { + "epoch": 22.0, + "learning_rate": 3.108916816277678e-05, + "loss": 0.0466, + "step": 24530 + }, + { + "epoch": 22.01, + "learning_rate": 3.107919409535209e-05, + "loss": 0.0976, + "step": 24540 + }, + { + "epoch": 22.02, + "learning_rate": 3.106922002792739e-05, + "loss": 0.0623, + "step": 24550 + }, + { + "epoch": 22.03, + "learning_rate": 3.105924596050269e-05, + "loss": 0.0551, + "step": 24560 + }, + { + "epoch": 22.04, + "learning_rate": 3.1049271893078e-05, + "loss": 0.0452, + "step": 24570 + }, + { + "epoch": 22.05, + "learning_rate": 3.1039297825653305e-05, + "loss": 0.0769, + "step": 24580 + }, + { + "epoch": 22.06, + "learning_rate": 3.1029323758228604e-05, + "loss": 0.0795, + "step": 24590 + }, + { + "epoch": 22.07, + "learning_rate": 3.101934969080391e-05, + "loss": 0.0576, + "step": 24600 + }, + { + "epoch": 22.08, + "learning_rate": 3.100937562337922e-05, + "loss": 0.0731, + "step": 24610 + }, + { + "epoch": 22.09, + "learning_rate": 3.099940155595452e-05, + "loss": 0.061, + "step": 24620 + }, + { + "epoch": 22.09, + "learning_rate": 3.098942748852983e-05, + "loss": 0.0614, + "step": 24630 + }, + { + "epoch": 22.1, + "learning_rate": 3.097945342110513e-05, + "loss": 0.0753, + "step": 24640 + }, + { + "epoch": 22.11, + "learning_rate": 3.096947935368043e-05, + "loss": 0.0867, + "step": 24650 + }, + { + "epoch": 22.12, + "learning_rate": 3.0959505286255734e-05, + "loss": 0.0662, + "step": 24660 + }, + { + "epoch": 22.13, + "learning_rate": 3.094953121883104e-05, + "loss": 0.0712, + "step": 24670 + }, + { + "epoch": 22.14, + "learning_rate": 3.0939557151406347e-05, + "loss": 0.0621, + "step": 24680 + }, + { + "epoch": 22.15, + "learning_rate": 3.092958308398165e-05, + "loss": 0.0541, + "step": 24690 + }, + { + "epoch": 22.16, + "learning_rate": 3.091960901655695e-05, + "loss": 0.0596, + "step": 24700 + }, + { + "epoch": 22.17, + "learning_rate": 3.090963494913226e-05, + "loss": 0.1038, + "step": 24710 + }, + { + "epoch": 22.18, + "learning_rate": 3.089966088170756e-05, + "loss": 0.0734, + "step": 24720 + }, + { + "epoch": 22.18, + "learning_rate": 3.0889686814282864e-05, + "loss": 0.0662, + "step": 24730 + }, + { + "epoch": 22.19, + "learning_rate": 3.087971274685817e-05, + "loss": 0.0954, + "step": 24740 + }, + { + "epoch": 22.2, + "learning_rate": 3.0869738679433476e-05, + "loss": 0.0687, + "step": 24750 + }, + { + "epoch": 22.21, + "learning_rate": 3.0859764612008776e-05, + "loss": 0.0771, + "step": 24760 + }, + { + "epoch": 22.22, + "learning_rate": 3.084979054458408e-05, + "loss": 0.0837, + "step": 24770 + }, + { + "epoch": 22.23, + "learning_rate": 3.083981647715939e-05, + "loss": 0.1126, + "step": 24780 + }, + { + "epoch": 22.24, + "learning_rate": 3.0829842409734694e-05, + "loss": 0.0897, + "step": 24790 + }, + { + "epoch": 22.25, + "learning_rate": 3.0819868342309994e-05, + "loss": 0.0502, + "step": 24800 + }, + { + "epoch": 22.26, + "learning_rate": 3.08098942748853e-05, + "loss": 0.0396, + "step": 24810 + }, + { + "epoch": 22.27, + "learning_rate": 3.0799920207460606e-05, + "loss": 0.095, + "step": 24820 + }, + { + "epoch": 22.27, + "learning_rate": 3.0789946140035906e-05, + "loss": 0.0878, + "step": 24830 + }, + { + "epoch": 22.28, + "learning_rate": 3.077997207261121e-05, + "loss": 0.073, + "step": 24840 + }, + { + "epoch": 22.29, + "learning_rate": 3.076999800518652e-05, + "loss": 0.0529, + "step": 24850 + }, + { + "epoch": 22.3, + "learning_rate": 3.0760023937761824e-05, + "loss": 0.0728, + "step": 24860 + }, + { + "epoch": 22.31, + "learning_rate": 3.075004987033713e-05, + "loss": 0.0848, + "step": 24870 + }, + { + "epoch": 22.32, + "learning_rate": 3.074007580291243e-05, + "loss": 0.0644, + "step": 24880 + }, + { + "epoch": 22.33, + "learning_rate": 3.073010173548773e-05, + "loss": 0.0814, + "step": 24890 + }, + { + "epoch": 22.34, + "learning_rate": 3.0720127668063035e-05, + "loss": 0.0691, + "step": 24900 + }, + { + "epoch": 22.35, + "learning_rate": 3.071015360063834e-05, + "loss": 0.0931, + "step": 24910 + }, + { + "epoch": 22.35, + "learning_rate": 3.070017953321365e-05, + "loss": 0.0555, + "step": 24920 + }, + { + "epoch": 22.36, + "learning_rate": 3.0690205465788954e-05, + "loss": 0.0717, + "step": 24930 + }, + { + "epoch": 22.37, + "learning_rate": 3.068023139836425e-05, + "loss": 0.0646, + "step": 24940 + }, + { + "epoch": 22.38, + "learning_rate": 3.067025733093956e-05, + "loss": 0.0608, + "step": 24950 + }, + { + "epoch": 22.39, + "learning_rate": 3.066028326351486e-05, + "loss": 0.0842, + "step": 24960 + }, + { + "epoch": 22.4, + "learning_rate": 3.0650309196090165e-05, + "loss": 0.0589, + "step": 24970 + }, + { + "epoch": 22.41, + "learning_rate": 3.064033512866547e-05, + "loss": 0.0713, + "step": 24980 + }, + { + "epoch": 22.42, + "learning_rate": 3.063036106124078e-05, + "loss": 0.0509, + "step": 24990 + }, + { + "epoch": 22.43, + "learning_rate": 3.0620386993816084e-05, + "loss": 0.0917, + "step": 25000 + }, + { + "epoch": 22.44, + "learning_rate": 3.061041292639138e-05, + "loss": 0.0852, + "step": 25010 + }, + { + "epoch": 22.44, + "learning_rate": 3.060043885896669e-05, + "loss": 0.0675, + "step": 25020 + }, + { + "epoch": 22.45, + "learning_rate": 3.059046479154199e-05, + "loss": 0.0587, + "step": 25030 + }, + { + "epoch": 22.46, + "learning_rate": 3.0580490724117295e-05, + "loss": 0.0818, + "step": 25040 + }, + { + "epoch": 22.47, + "learning_rate": 3.05705166566926e-05, + "loss": 0.0599, + "step": 25050 + }, + { + "epoch": 22.48, + "learning_rate": 3.056054258926791e-05, + "loss": 0.0542, + "step": 25060 + }, + { + "epoch": 22.49, + "learning_rate": 3.055056852184321e-05, + "loss": 0.0498, + "step": 25070 + }, + { + "epoch": 22.5, + "learning_rate": 3.054059445441851e-05, + "loss": 0.0967, + "step": 25080 + }, + { + "epoch": 22.51, + "learning_rate": 3.053062038699382e-05, + "loss": 0.0751, + "step": 25090 + }, + { + "epoch": 22.52, + "learning_rate": 3.0520646319569125e-05, + "loss": 0.0777, + "step": 25100 + }, + { + "epoch": 22.53, + "learning_rate": 3.0510672252144425e-05, + "loss": 0.0405, + "step": 25110 + }, + { + "epoch": 22.53, + "learning_rate": 3.0500698184719728e-05, + "loss": 0.0757, + "step": 25120 + }, + { + "epoch": 22.54, + "learning_rate": 3.0490724117295034e-05, + "loss": 0.0713, + "step": 25130 + }, + { + "epoch": 22.55, + "learning_rate": 3.0480750049870337e-05, + "loss": 0.0565, + "step": 25140 + }, + { + "epoch": 22.56, + "learning_rate": 3.0470775982445643e-05, + "loss": 0.0762, + "step": 25150 + }, + { + "epoch": 22.57, + "learning_rate": 3.046080191502095e-05, + "loss": 0.0637, + "step": 25160 + }, + { + "epoch": 22.58, + "learning_rate": 3.0450827847596252e-05, + "loss": 0.0585, + "step": 25170 + }, + { + "epoch": 22.59, + "learning_rate": 3.0440853780171558e-05, + "loss": 0.0863, + "step": 25180 + }, + { + "epoch": 22.6, + "learning_rate": 3.0430879712746857e-05, + "loss": 0.0563, + "step": 25190 + }, + { + "epoch": 22.61, + "learning_rate": 3.0420905645322164e-05, + "loss": 0.0796, + "step": 25200 + }, + { + "epoch": 22.61, + "learning_rate": 3.0410931577897466e-05, + "loss": 0.065, + "step": 25210 + }, + { + "epoch": 22.62, + "learning_rate": 3.0400957510472772e-05, + "loss": 0.0783, + "step": 25220 + }, + { + "epoch": 22.63, + "learning_rate": 3.0390983443048075e-05, + "loss": 0.0772, + "step": 25230 + }, + { + "epoch": 22.64, + "learning_rate": 3.038100937562338e-05, + "loss": 0.051, + "step": 25240 + }, + { + "epoch": 22.65, + "learning_rate": 3.0371035308198688e-05, + "loss": 0.1123, + "step": 25250 + }, + { + "epoch": 22.66, + "learning_rate": 3.036106124077399e-05, + "loss": 0.0789, + "step": 25260 + }, + { + "epoch": 22.67, + "learning_rate": 3.035108717334929e-05, + "loss": 0.0598, + "step": 25270 + }, + { + "epoch": 22.68, + "learning_rate": 3.0341113105924596e-05, + "loss": 0.0931, + "step": 25280 + }, + { + "epoch": 22.69, + "learning_rate": 3.03311390384999e-05, + "loss": 0.0613, + "step": 25290 + }, + { + "epoch": 22.7, + "learning_rate": 3.0321164971075205e-05, + "loss": 0.0598, + "step": 25300 + }, + { + "epoch": 22.7, + "learning_rate": 3.031119090365051e-05, + "loss": 0.0758, + "step": 25310 + }, + { + "epoch": 22.71, + "learning_rate": 3.0301216836225814e-05, + "loss": 0.088, + "step": 25320 + }, + { + "epoch": 22.72, + "learning_rate": 3.029124276880112e-05, + "loss": 0.0582, + "step": 25330 + }, + { + "epoch": 22.73, + "learning_rate": 3.0281268701376426e-05, + "loss": 0.1118, + "step": 25340 + }, + { + "epoch": 22.74, + "learning_rate": 3.0271294633951726e-05, + "loss": 0.0698, + "step": 25350 + }, + { + "epoch": 22.75, + "learning_rate": 3.026132056652703e-05, + "loss": 0.0675, + "step": 25360 + }, + { + "epoch": 22.76, + "learning_rate": 3.0251346499102335e-05, + "loss": 0.0451, + "step": 25370 + }, + { + "epoch": 22.77, + "learning_rate": 3.0241372431677638e-05, + "loss": 0.0582, + "step": 25380 + }, + { + "epoch": 22.78, + "learning_rate": 3.0231398364252944e-05, + "loss": 0.0719, + "step": 25390 + }, + { + "epoch": 22.79, + "learning_rate": 3.022142429682825e-05, + "loss": 0.0577, + "step": 25400 + }, + { + "epoch": 22.79, + "learning_rate": 3.0211450229403553e-05, + "loss": 0.0773, + "step": 25410 + }, + { + "epoch": 22.8, + "learning_rate": 3.020147616197886e-05, + "loss": 0.0887, + "step": 25420 + }, + { + "epoch": 22.81, + "learning_rate": 3.019150209455416e-05, + "loss": 0.087, + "step": 25430 + }, + { + "epoch": 22.82, + "learning_rate": 3.0181528027129465e-05, + "loss": 0.05, + "step": 25440 + }, + { + "epoch": 22.83, + "learning_rate": 3.0171553959704767e-05, + "loss": 0.0885, + "step": 25450 + }, + { + "epoch": 22.84, + "learning_rate": 3.0161579892280074e-05, + "loss": 0.1027, + "step": 25460 + }, + { + "epoch": 22.85, + "learning_rate": 3.0151605824855376e-05, + "loss": 0.0619, + "step": 25470 + }, + { + "epoch": 22.86, + "learning_rate": 3.0141631757430683e-05, + "loss": 0.1015, + "step": 25480 + }, + { + "epoch": 22.87, + "learning_rate": 3.013165769000599e-05, + "loss": 0.0875, + "step": 25490 + }, + { + "epoch": 22.88, + "learning_rate": 3.012168362258129e-05, + "loss": 0.0871, + "step": 25500 + }, + { + "epoch": 22.88, + "learning_rate": 3.011170955515659e-05, + "loss": 0.0763, + "step": 25510 + }, + { + "epoch": 22.89, + "learning_rate": 3.0101735487731897e-05, + "loss": 0.079, + "step": 25520 + }, + { + "epoch": 22.9, + "learning_rate": 3.0091761420307203e-05, + "loss": 0.0716, + "step": 25530 + }, + { + "epoch": 22.91, + "learning_rate": 3.0081787352882506e-05, + "loss": 0.0657, + "step": 25540 + }, + { + "epoch": 22.92, + "learning_rate": 3.0071813285457812e-05, + "loss": 0.1025, + "step": 25550 + }, + { + "epoch": 22.93, + "learning_rate": 3.0061839218033115e-05, + "loss": 0.0712, + "step": 25560 + }, + { + "epoch": 22.94, + "learning_rate": 3.005186515060842e-05, + "loss": 0.0484, + "step": 25570 + }, + { + "epoch": 22.95, + "learning_rate": 3.0041891083183728e-05, + "loss": 0.0787, + "step": 25580 + }, + { + "epoch": 22.96, + "learning_rate": 3.0031917015759027e-05, + "loss": 0.0318, + "step": 25590 + }, + { + "epoch": 22.96, + "learning_rate": 3.002194294833433e-05, + "loss": 0.0645, + "step": 25600 + }, + { + "epoch": 22.97, + "learning_rate": 3.0011968880909636e-05, + "loss": 0.0713, + "step": 25610 + }, + { + "epoch": 22.98, + "learning_rate": 3.000199481348494e-05, + "loss": 0.0742, + "step": 25620 + }, + { + "epoch": 22.99, + "learning_rate": 2.9992020746060245e-05, + "loss": 0.0564, + "step": 25630 + }, + { + "epoch": 23.0, + "eval_accuracy": { + "accuracy": 0.9795357703520969 + }, + "eval_f1": { + "f1": 0.9785354369309488 + }, + "eval_loss": 0.06704173982143402, + "eval_precision": { + "precision": 0.9785832048371994 + }, + "eval_recall": { + "recall": 0.9785660480900121 + }, + "eval_runtime": 199.1143, + "eval_samples_per_second": 89.577, + "eval_steps_per_second": 5.6, + "step": 25639 + }, + { + "epoch": 23.0, + "learning_rate": 2.998204667863555e-05, + "loss": 0.0722, + "step": 25640 + }, + { + "epoch": 23.01, + "learning_rate": 2.9972072611210854e-05, + "loss": 0.0655, + "step": 25650 + }, + { + "epoch": 23.02, + "learning_rate": 2.996209854378616e-05, + "loss": 0.0494, + "step": 25660 + }, + { + "epoch": 23.03, + "learning_rate": 2.995212447636146e-05, + "loss": 0.0914, + "step": 25670 + }, + { + "epoch": 23.04, + "learning_rate": 2.9942150408936766e-05, + "loss": 0.0718, + "step": 25680 + }, + { + "epoch": 23.05, + "learning_rate": 2.993217634151207e-05, + "loss": 0.0732, + "step": 25690 + }, + { + "epoch": 23.05, + "learning_rate": 2.9922202274087375e-05, + "loss": 0.0974, + "step": 25700 + }, + { + "epoch": 23.06, + "learning_rate": 2.9912228206662678e-05, + "loss": 0.0748, + "step": 25710 + }, + { + "epoch": 23.07, + "learning_rate": 2.9902254139237984e-05, + "loss": 0.052, + "step": 25720 + }, + { + "epoch": 23.08, + "learning_rate": 2.989228007181329e-05, + "loss": 0.0769, + "step": 25730 + }, + { + "epoch": 23.09, + "learning_rate": 2.9882306004388593e-05, + "loss": 0.0757, + "step": 25740 + }, + { + "epoch": 23.1, + "learning_rate": 2.9872331936963892e-05, + "loss": 0.0594, + "step": 25750 + }, + { + "epoch": 23.11, + "learning_rate": 2.98623578695392e-05, + "loss": 0.0722, + "step": 25760 + }, + { + "epoch": 23.12, + "learning_rate": 2.9852383802114505e-05, + "loss": 0.0716, + "step": 25770 + }, + { + "epoch": 23.13, + "learning_rate": 2.9842409734689807e-05, + "loss": 0.046, + "step": 25780 + }, + { + "epoch": 23.14, + "learning_rate": 2.9832435667265114e-05, + "loss": 0.0537, + "step": 25790 + }, + { + "epoch": 23.14, + "learning_rate": 2.9822461599840416e-05, + "loss": 0.0767, + "step": 25800 + }, + { + "epoch": 23.15, + "learning_rate": 2.9812487532415723e-05, + "loss": 0.0597, + "step": 25810 + }, + { + "epoch": 23.16, + "learning_rate": 2.9802513464991022e-05, + "loss": 0.0502, + "step": 25820 + }, + { + "epoch": 23.17, + "learning_rate": 2.9792539397566328e-05, + "loss": 0.0821, + "step": 25830 + }, + { + "epoch": 23.18, + "learning_rate": 2.978256533014163e-05, + "loss": 0.074, + "step": 25840 + }, + { + "epoch": 23.19, + "learning_rate": 2.9772591262716937e-05, + "loss": 0.0561, + "step": 25850 + }, + { + "epoch": 23.2, + "learning_rate": 2.976261719529224e-05, + "loss": 0.0647, + "step": 25860 + }, + { + "epoch": 23.21, + "learning_rate": 2.9752643127867546e-05, + "loss": 0.071, + "step": 25870 + }, + { + "epoch": 23.22, + "learning_rate": 2.9742669060442852e-05, + "loss": 0.0814, + "step": 25880 + }, + { + "epoch": 23.22, + "learning_rate": 2.9732694993018155e-05, + "loss": 0.0598, + "step": 25890 + }, + { + "epoch": 23.23, + "learning_rate": 2.9722720925593455e-05, + "loss": 0.0518, + "step": 25900 + }, + { + "epoch": 23.24, + "learning_rate": 2.971274685816876e-05, + "loss": 0.0579, + "step": 25910 + }, + { + "epoch": 23.25, + "learning_rate": 2.9702772790744067e-05, + "loss": 0.0678, + "step": 25920 + }, + { + "epoch": 23.26, + "learning_rate": 2.969279872331937e-05, + "loss": 0.0845, + "step": 25930 + }, + { + "epoch": 23.27, + "learning_rate": 2.9682824655894676e-05, + "loss": 0.0839, + "step": 25940 + }, + { + "epoch": 23.28, + "learning_rate": 2.967285058846998e-05, + "loss": 0.0622, + "step": 25950 + }, + { + "epoch": 23.29, + "learning_rate": 2.9662876521045285e-05, + "loss": 0.0586, + "step": 25960 + }, + { + "epoch": 23.3, + "learning_rate": 2.965290245362059e-05, + "loss": 0.0653, + "step": 25970 + }, + { + "epoch": 23.31, + "learning_rate": 2.964292838619589e-05, + "loss": 0.053, + "step": 25980 + }, + { + "epoch": 23.31, + "learning_rate": 2.9632954318771193e-05, + "loss": 0.0517, + "step": 25990 + }, + { + "epoch": 23.32, + "learning_rate": 2.96229802513465e-05, + "loss": 0.0463, + "step": 26000 + }, + { + "epoch": 23.33, + "learning_rate": 2.9613006183921806e-05, + "loss": 0.0654, + "step": 26010 + }, + { + "epoch": 23.34, + "learning_rate": 2.960303211649711e-05, + "loss": 0.0673, + "step": 26020 + }, + { + "epoch": 23.35, + "learning_rate": 2.9593058049072415e-05, + "loss": 0.0827, + "step": 26030 + }, + { + "epoch": 23.36, + "learning_rate": 2.9583083981647718e-05, + "loss": 0.0659, + "step": 26040 + }, + { + "epoch": 23.37, + "learning_rate": 2.9573109914223024e-05, + "loss": 0.0562, + "step": 26050 + }, + { + "epoch": 23.38, + "learning_rate": 2.9563135846798323e-05, + "loss": 0.06, + "step": 26060 + }, + { + "epoch": 23.39, + "learning_rate": 2.955316177937363e-05, + "loss": 0.0706, + "step": 26070 + }, + { + "epoch": 23.4, + "learning_rate": 2.9543187711948932e-05, + "loss": 0.0651, + "step": 26080 + }, + { + "epoch": 23.4, + "learning_rate": 2.953321364452424e-05, + "loss": 0.058, + "step": 26090 + }, + { + "epoch": 23.41, + "learning_rate": 2.9523239577099545e-05, + "loss": 0.072, + "step": 26100 + }, + { + "epoch": 23.42, + "learning_rate": 2.9513265509674847e-05, + "loss": 0.0524, + "step": 26110 + }, + { + "epoch": 23.43, + "learning_rate": 2.9503291442250154e-05, + "loss": 0.1029, + "step": 26120 + }, + { + "epoch": 23.44, + "learning_rate": 2.9493317374825456e-05, + "loss": 0.0628, + "step": 26130 + }, + { + "epoch": 23.45, + "learning_rate": 2.9483343307400756e-05, + "loss": 0.0818, + "step": 26140 + }, + { + "epoch": 23.46, + "learning_rate": 2.9473369239976062e-05, + "loss": 0.0636, + "step": 26150 + }, + { + "epoch": 23.47, + "learning_rate": 2.9463395172551368e-05, + "loss": 0.0638, + "step": 26160 + }, + { + "epoch": 23.48, + "learning_rate": 2.945342110512667e-05, + "loss": 0.0548, + "step": 26170 + }, + { + "epoch": 23.49, + "learning_rate": 2.9443447037701977e-05, + "loss": 0.0726, + "step": 26180 + }, + { + "epoch": 23.49, + "learning_rate": 2.943347297027728e-05, + "loss": 0.0611, + "step": 26190 + }, + { + "epoch": 23.5, + "learning_rate": 2.9423498902852586e-05, + "loss": 0.049, + "step": 26200 + }, + { + "epoch": 23.51, + "learning_rate": 2.9413524835427892e-05, + "loss": 0.0527, + "step": 26210 + }, + { + "epoch": 23.52, + "learning_rate": 2.9403550768003192e-05, + "loss": 0.0604, + "step": 26220 + }, + { + "epoch": 23.53, + "learning_rate": 2.9393576700578495e-05, + "loss": 0.0843, + "step": 26230 + }, + { + "epoch": 23.54, + "learning_rate": 2.93836026331538e-05, + "loss": 0.0953, + "step": 26240 + }, + { + "epoch": 23.55, + "learning_rate": 2.9373628565729107e-05, + "loss": 0.1068, + "step": 26250 + }, + { + "epoch": 23.56, + "learning_rate": 2.936365449830441e-05, + "loss": 0.0717, + "step": 26260 + }, + { + "epoch": 23.57, + "learning_rate": 2.9353680430879716e-05, + "loss": 0.0794, + "step": 26270 + }, + { + "epoch": 23.57, + "learning_rate": 2.934370636345502e-05, + "loss": 0.0693, + "step": 26280 + }, + { + "epoch": 23.58, + "learning_rate": 2.9333732296030325e-05, + "loss": 0.0663, + "step": 26290 + }, + { + "epoch": 23.59, + "learning_rate": 2.9323758228605624e-05, + "loss": 0.0828, + "step": 26300 + }, + { + "epoch": 23.6, + "learning_rate": 2.931378416118093e-05, + "loss": 0.0577, + "step": 26310 + }, + { + "epoch": 23.61, + "learning_rate": 2.9303810093756233e-05, + "loss": 0.0458, + "step": 26320 + }, + { + "epoch": 23.62, + "learning_rate": 2.929383602633154e-05, + "loss": 0.0766, + "step": 26330 + }, + { + "epoch": 23.63, + "learning_rate": 2.9283861958906846e-05, + "loss": 0.0755, + "step": 26340 + }, + { + "epoch": 23.64, + "learning_rate": 2.927388789148215e-05, + "loss": 0.0577, + "step": 26350 + }, + { + "epoch": 23.65, + "learning_rate": 2.9263913824057455e-05, + "loss": 0.0924, + "step": 26360 + }, + { + "epoch": 23.66, + "learning_rate": 2.9253939756632758e-05, + "loss": 0.053, + "step": 26370 + }, + { + "epoch": 23.66, + "learning_rate": 2.9243965689208057e-05, + "loss": 0.1074, + "step": 26380 + }, + { + "epoch": 23.67, + "learning_rate": 2.9233991621783363e-05, + "loss": 0.0729, + "step": 26390 + }, + { + "epoch": 23.68, + "learning_rate": 2.922401755435867e-05, + "loss": 0.0627, + "step": 26400 + }, + { + "epoch": 23.69, + "learning_rate": 2.9214043486933972e-05, + "loss": 0.101, + "step": 26410 + }, + { + "epoch": 23.7, + "learning_rate": 2.920406941950928e-05, + "loss": 0.068, + "step": 26420 + }, + { + "epoch": 23.71, + "learning_rate": 2.919409535208458e-05, + "loss": 0.0688, + "step": 26430 + }, + { + "epoch": 23.72, + "learning_rate": 2.9184121284659887e-05, + "loss": 0.0714, + "step": 26440 + }, + { + "epoch": 23.73, + "learning_rate": 2.9174147217235194e-05, + "loss": 0.0701, + "step": 26450 + }, + { + "epoch": 23.74, + "learning_rate": 2.9164173149810493e-05, + "loss": 0.0707, + "step": 26460 + }, + { + "epoch": 23.75, + "learning_rate": 2.9154199082385796e-05, + "loss": 0.0612, + "step": 26470 + }, + { + "epoch": 23.75, + "learning_rate": 2.9144225014961102e-05, + "loss": 0.0778, + "step": 26480 + }, + { + "epoch": 23.76, + "learning_rate": 2.9134250947536408e-05, + "loss": 0.0776, + "step": 26490 + }, + { + "epoch": 23.77, + "learning_rate": 2.912427688011171e-05, + "loss": 0.0554, + "step": 26500 + }, + { + "epoch": 23.78, + "learning_rate": 2.9114302812687017e-05, + "loss": 0.0867, + "step": 26510 + }, + { + "epoch": 23.79, + "learning_rate": 2.910432874526232e-05, + "loss": 0.0701, + "step": 26520 + }, + { + "epoch": 23.8, + "learning_rate": 2.909435467783762e-05, + "loss": 0.0797, + "step": 26530 + }, + { + "epoch": 23.81, + "learning_rate": 2.9084380610412926e-05, + "loss": 0.0653, + "step": 26540 + }, + { + "epoch": 23.82, + "learning_rate": 2.9074406542988232e-05, + "loss": 0.0735, + "step": 26550 + }, + { + "epoch": 23.83, + "learning_rate": 2.9064432475563535e-05, + "loss": 0.0534, + "step": 26560 + }, + { + "epoch": 23.83, + "learning_rate": 2.905445840813884e-05, + "loss": 0.0719, + "step": 26570 + }, + { + "epoch": 23.84, + "learning_rate": 2.9044484340714147e-05, + "loss": 0.0976, + "step": 26580 + }, + { + "epoch": 23.85, + "learning_rate": 2.903451027328945e-05, + "loss": 0.0816, + "step": 26590 + }, + { + "epoch": 23.86, + "learning_rate": 2.9024536205864756e-05, + "loss": 0.0771, + "step": 26600 + }, + { + "epoch": 23.87, + "learning_rate": 2.9014562138440055e-05, + "loss": 0.0612, + "step": 26610 + }, + { + "epoch": 23.88, + "learning_rate": 2.9004588071015358e-05, + "loss": 0.0754, + "step": 26620 + }, + { + "epoch": 23.89, + "learning_rate": 2.8994614003590664e-05, + "loss": 0.0485, + "step": 26630 + }, + { + "epoch": 23.9, + "learning_rate": 2.898463993616597e-05, + "loss": 0.0553, + "step": 26640 + }, + { + "epoch": 23.91, + "learning_rate": 2.8974665868741273e-05, + "loss": 0.0821, + "step": 26650 + }, + { + "epoch": 23.92, + "learning_rate": 2.896469180131658e-05, + "loss": 0.081, + "step": 26660 + }, + { + "epoch": 23.92, + "learning_rate": 2.8954717733891886e-05, + "loss": 0.0589, + "step": 26670 + }, + { + "epoch": 23.93, + "learning_rate": 2.894474366646719e-05, + "loss": 0.0788, + "step": 26680 + }, + { + "epoch": 23.94, + "learning_rate": 2.8934769599042488e-05, + "loss": 0.0789, + "step": 26690 + }, + { + "epoch": 23.95, + "learning_rate": 2.8924795531617794e-05, + "loss": 0.0705, + "step": 26700 + }, + { + "epoch": 23.96, + "learning_rate": 2.8914821464193097e-05, + "loss": 0.057, + "step": 26710 + }, + { + "epoch": 23.97, + "learning_rate": 2.8904847396768403e-05, + "loss": 0.0482, + "step": 26720 + }, + { + "epoch": 23.98, + "learning_rate": 2.889487332934371e-05, + "loss": 0.058, + "step": 26730 + }, + { + "epoch": 23.99, + "learning_rate": 2.8884899261919012e-05, + "loss": 0.0572, + "step": 26740 + }, + { + "epoch": 24.0, + "learning_rate": 2.8874925194494318e-05, + "loss": 0.0721, + "step": 26750 + }, + { + "epoch": 24.0, + "eval_accuracy": { + "accuracy": 0.9800964341780668 + }, + "eval_f1": { + "f1": 0.9791442297494849 + }, + "eval_loss": 0.06854487210512161, + "eval_precision": { + "precision": 0.9800176266790614 + }, + "eval_recall": { + "recall": 0.9783165451081763 + }, + "eval_runtime": 189.516, + "eval_samples_per_second": 94.113, + "eval_steps_per_second": 5.883, + "step": 26754 + }, + { + "epoch": 24.01, + "learning_rate": 2.886495112706962e-05, + "loss": 0.0472, + "step": 26760 + }, + { + "epoch": 24.01, + "learning_rate": 2.885497705964492e-05, + "loss": 0.0875, + "step": 26770 + }, + { + "epoch": 24.02, + "learning_rate": 2.8845002992220227e-05, + "loss": 0.0613, + "step": 26780 + }, + { + "epoch": 24.03, + "learning_rate": 2.8835028924795533e-05, + "loss": 0.0827, + "step": 26790 + }, + { + "epoch": 24.04, + "learning_rate": 2.8825054857370836e-05, + "loss": 0.0687, + "step": 26800 + }, + { + "epoch": 24.05, + "learning_rate": 2.8815080789946142e-05, + "loss": 0.0507, + "step": 26810 + }, + { + "epoch": 24.06, + "learning_rate": 2.8805106722521448e-05, + "loss": 0.0635, + "step": 26820 + }, + { + "epoch": 24.07, + "learning_rate": 2.879513265509675e-05, + "loss": 0.0775, + "step": 26830 + }, + { + "epoch": 24.08, + "learning_rate": 2.8785158587672057e-05, + "loss": 0.0541, + "step": 26840 + }, + { + "epoch": 24.09, + "learning_rate": 2.8775184520247356e-05, + "loss": 0.0614, + "step": 26850 + }, + { + "epoch": 24.1, + "learning_rate": 2.876521045282266e-05, + "loss": 0.0629, + "step": 26860 + }, + { + "epoch": 24.1, + "learning_rate": 2.8755236385397965e-05, + "loss": 0.0972, + "step": 26870 + }, + { + "epoch": 24.11, + "learning_rate": 2.874526231797327e-05, + "loss": 0.0765, + "step": 26880 + }, + { + "epoch": 24.12, + "learning_rate": 2.8735288250548574e-05, + "loss": 0.0606, + "step": 26890 + }, + { + "epoch": 24.13, + "learning_rate": 2.872531418312388e-05, + "loss": 0.0701, + "step": 26900 + }, + { + "epoch": 24.14, + "learning_rate": 2.8715340115699187e-05, + "loss": 0.076, + "step": 26910 + }, + { + "epoch": 24.15, + "learning_rate": 2.870536604827449e-05, + "loss": 0.0646, + "step": 26920 + }, + { + "epoch": 24.16, + "learning_rate": 2.869539198084979e-05, + "loss": 0.0823, + "step": 26930 + }, + { + "epoch": 24.17, + "learning_rate": 2.8685417913425095e-05, + "loss": 0.1192, + "step": 26940 + }, + { + "epoch": 24.18, + "learning_rate": 2.8675443846000398e-05, + "loss": 0.0778, + "step": 26950 + }, + { + "epoch": 24.18, + "learning_rate": 2.8665469778575704e-05, + "loss": 0.0633, + "step": 26960 + }, + { + "epoch": 24.19, + "learning_rate": 2.865549571115101e-05, + "loss": 0.0781, + "step": 26970 + }, + { + "epoch": 24.2, + "learning_rate": 2.8645521643726313e-05, + "loss": 0.0694, + "step": 26980 + }, + { + "epoch": 24.21, + "learning_rate": 2.863554757630162e-05, + "loss": 0.0822, + "step": 26990 + }, + { + "epoch": 24.22, + "learning_rate": 2.8625573508876922e-05, + "loss": 0.0941, + "step": 27000 + }, + { + "epoch": 24.23, + "learning_rate": 2.861559944145222e-05, + "loss": 0.0573, + "step": 27010 + }, + { + "epoch": 24.24, + "learning_rate": 2.8605625374027528e-05, + "loss": 0.0532, + "step": 27020 + }, + { + "epoch": 24.25, + "learning_rate": 2.8595651306602834e-05, + "loss": 0.0591, + "step": 27030 + }, + { + "epoch": 24.26, + "learning_rate": 2.8585677239178137e-05, + "loss": 0.0405, + "step": 27040 + }, + { + "epoch": 24.27, + "learning_rate": 2.8575703171753443e-05, + "loss": 0.0464, + "step": 27050 + }, + { + "epoch": 24.27, + "learning_rate": 2.856572910432875e-05, + "loss": 0.0773, + "step": 27060 + }, + { + "epoch": 24.28, + "learning_rate": 2.8555755036904052e-05, + "loss": 0.0658, + "step": 27070 + }, + { + "epoch": 24.29, + "learning_rate": 2.8545780969479358e-05, + "loss": 0.094, + "step": 27080 + }, + { + "epoch": 24.3, + "learning_rate": 2.8535806902054658e-05, + "loss": 0.0758, + "step": 27090 + }, + { + "epoch": 24.31, + "learning_rate": 2.852583283462996e-05, + "loss": 0.0579, + "step": 27100 + }, + { + "epoch": 24.32, + "learning_rate": 2.8515858767205267e-05, + "loss": 0.0851, + "step": 27110 + }, + { + "epoch": 24.33, + "learning_rate": 2.8505884699780573e-05, + "loss": 0.062, + "step": 27120 + }, + { + "epoch": 24.34, + "learning_rate": 2.8495910632355876e-05, + "loss": 0.082, + "step": 27130 + }, + { + "epoch": 24.35, + "learning_rate": 2.8485936564931182e-05, + "loss": 0.0845, + "step": 27140 + }, + { + "epoch": 24.36, + "learning_rate": 2.8475962497506488e-05, + "loss": 0.057, + "step": 27150 + }, + { + "epoch": 24.36, + "learning_rate": 2.846598843008179e-05, + "loss": 0.0858, + "step": 27160 + }, + { + "epoch": 24.37, + "learning_rate": 2.845601436265709e-05, + "loss": 0.0706, + "step": 27170 + }, + { + "epoch": 24.38, + "learning_rate": 2.8446040295232396e-05, + "loss": 0.0779, + "step": 27180 + }, + { + "epoch": 24.39, + "learning_rate": 2.84360662278077e-05, + "loss": 0.058, + "step": 27190 + }, + { + "epoch": 24.4, + "learning_rate": 2.8426092160383005e-05, + "loss": 0.074, + "step": 27200 + }, + { + "epoch": 24.41, + "learning_rate": 2.841611809295831e-05, + "loss": 0.0788, + "step": 27210 + }, + { + "epoch": 24.42, + "learning_rate": 2.8406144025533614e-05, + "loss": 0.0619, + "step": 27220 + }, + { + "epoch": 24.43, + "learning_rate": 2.839616995810892e-05, + "loss": 0.0444, + "step": 27230 + }, + { + "epoch": 24.44, + "learning_rate": 2.8386195890684227e-05, + "loss": 0.0505, + "step": 27240 + }, + { + "epoch": 24.44, + "learning_rate": 2.8376221823259523e-05, + "loss": 0.0551, + "step": 27250 + }, + { + "epoch": 24.45, + "learning_rate": 2.836624775583483e-05, + "loss": 0.0836, + "step": 27260 + }, + { + "epoch": 24.46, + "learning_rate": 2.8356273688410135e-05, + "loss": 0.0636, + "step": 27270 + }, + { + "epoch": 24.47, + "learning_rate": 2.8346299620985438e-05, + "loss": 0.0519, + "step": 27280 + }, + { + "epoch": 24.48, + "learning_rate": 2.8336325553560744e-05, + "loss": 0.0498, + "step": 27290 + }, + { + "epoch": 24.49, + "learning_rate": 2.832635148613605e-05, + "loss": 0.0683, + "step": 27300 + }, + { + "epoch": 24.5, + "learning_rate": 2.8316377418711353e-05, + "loss": 0.0602, + "step": 27310 + }, + { + "epoch": 24.51, + "learning_rate": 2.8306403351286653e-05, + "loss": 0.0663, + "step": 27320 + }, + { + "epoch": 24.52, + "learning_rate": 2.829642928386196e-05, + "loss": 0.0375, + "step": 27330 + }, + { + "epoch": 24.53, + "learning_rate": 2.828645521643726e-05, + "loss": 0.0649, + "step": 27340 + }, + { + "epoch": 24.53, + "learning_rate": 2.8276481149012568e-05, + "loss": 0.0468, + "step": 27350 + }, + { + "epoch": 24.54, + "learning_rate": 2.8266507081587874e-05, + "loss": 0.0731, + "step": 27360 + }, + { + "epoch": 24.55, + "learning_rate": 2.8256533014163177e-05, + "loss": 0.0908, + "step": 27370 + }, + { + "epoch": 24.56, + "learning_rate": 2.8246558946738483e-05, + "loss": 0.067, + "step": 27380 + }, + { + "epoch": 24.57, + "learning_rate": 2.823658487931379e-05, + "loss": 0.0643, + "step": 27390 + }, + { + "epoch": 24.58, + "learning_rate": 2.822661081188909e-05, + "loss": 0.0672, + "step": 27400 + }, + { + "epoch": 24.59, + "learning_rate": 2.821663674446439e-05, + "loss": 0.0414, + "step": 27410 + }, + { + "epoch": 24.6, + "learning_rate": 2.8206662677039698e-05, + "loss": 0.0483, + "step": 27420 + }, + { + "epoch": 24.61, + "learning_rate": 2.8196688609615e-05, + "loss": 0.0427, + "step": 27430 + }, + { + "epoch": 24.62, + "learning_rate": 2.8186714542190307e-05, + "loss": 0.0651, + "step": 27440 + }, + { + "epoch": 24.62, + "learning_rate": 2.8176740474765613e-05, + "loss": 0.0989, + "step": 27450 + }, + { + "epoch": 24.63, + "learning_rate": 2.8166766407340916e-05, + "loss": 0.072, + "step": 27460 + }, + { + "epoch": 24.64, + "learning_rate": 2.8156792339916222e-05, + "loss": 0.0605, + "step": 27470 + }, + { + "epoch": 24.65, + "learning_rate": 2.814681827249152e-05, + "loss": 0.078, + "step": 27480 + }, + { + "epoch": 24.66, + "learning_rate": 2.8136844205066827e-05, + "loss": 0.0431, + "step": 27490 + }, + { + "epoch": 24.67, + "learning_rate": 2.812687013764213e-05, + "loss": 0.0822, + "step": 27500 + }, + { + "epoch": 24.68, + "learning_rate": 2.8116896070217436e-05, + "loss": 0.0505, + "step": 27510 + }, + { + "epoch": 24.69, + "learning_rate": 2.810692200279274e-05, + "loss": 0.0598, + "step": 27520 + }, + { + "epoch": 24.7, + "learning_rate": 2.8096947935368045e-05, + "loss": 0.0554, + "step": 27530 + }, + { + "epoch": 24.71, + "learning_rate": 2.808697386794335e-05, + "loss": 0.0653, + "step": 27540 + }, + { + "epoch": 24.71, + "learning_rate": 2.8076999800518654e-05, + "loss": 0.0809, + "step": 27550 + }, + { + "epoch": 24.72, + "learning_rate": 2.8067025733093954e-05, + "loss": 0.0835, + "step": 27560 + }, + { + "epoch": 24.73, + "learning_rate": 2.805705166566926e-05, + "loss": 0.0528, + "step": 27570 + }, + { + "epoch": 24.74, + "learning_rate": 2.8047077598244563e-05, + "loss": 0.072, + "step": 27580 + }, + { + "epoch": 24.75, + "learning_rate": 2.803710353081987e-05, + "loss": 0.0543, + "step": 27590 + }, + { + "epoch": 24.76, + "learning_rate": 2.8027129463395175e-05, + "loss": 0.0475, + "step": 27600 + }, + { + "epoch": 24.77, + "learning_rate": 2.8017155395970478e-05, + "loss": 0.0814, + "step": 27610 + }, + { + "epoch": 24.78, + "learning_rate": 2.8007181328545784e-05, + "loss": 0.0568, + "step": 27620 + }, + { + "epoch": 24.79, + "learning_rate": 2.799720726112109e-05, + "loss": 0.0826, + "step": 27630 + }, + { + "epoch": 24.79, + "learning_rate": 2.798723319369639e-05, + "loss": 0.0535, + "step": 27640 + }, + { + "epoch": 24.8, + "learning_rate": 2.7977259126271693e-05, + "loss": 0.0875, + "step": 27650 + }, + { + "epoch": 24.81, + "learning_rate": 2.7967285058847e-05, + "loss": 0.0733, + "step": 27660 + }, + { + "epoch": 24.82, + "learning_rate": 2.79573109914223e-05, + "loss": 0.0373, + "step": 27670 + }, + { + "epoch": 24.83, + "learning_rate": 2.7947336923997608e-05, + "loss": 0.0611, + "step": 27680 + }, + { + "epoch": 24.84, + "learning_rate": 2.7937362856572914e-05, + "loss": 0.0769, + "step": 27690 + }, + { + "epoch": 24.85, + "learning_rate": 2.7927388789148217e-05, + "loss": 0.077, + "step": 27700 + }, + { + "epoch": 24.86, + "learning_rate": 2.7917414721723523e-05, + "loss": 0.0559, + "step": 27710 + }, + { + "epoch": 24.87, + "learning_rate": 2.7907440654298822e-05, + "loss": 0.0625, + "step": 27720 + }, + { + "epoch": 24.88, + "learning_rate": 2.789746658687413e-05, + "loss": 0.0635, + "step": 27730 + }, + { + "epoch": 24.88, + "learning_rate": 2.788749251944943e-05, + "loss": 0.0555, + "step": 27740 + }, + { + "epoch": 24.89, + "learning_rate": 2.7877518452024738e-05, + "loss": 0.0936, + "step": 27750 + }, + { + "epoch": 24.9, + "learning_rate": 2.786754438460004e-05, + "loss": 0.0805, + "step": 27760 + }, + { + "epoch": 24.91, + "learning_rate": 2.7857570317175347e-05, + "loss": 0.0761, + "step": 27770 + }, + { + "epoch": 24.92, + "learning_rate": 2.7847596249750653e-05, + "loss": 0.04, + "step": 27780 + }, + { + "epoch": 24.93, + "learning_rate": 2.7837622182325956e-05, + "loss": 0.0767, + "step": 27790 + }, + { + "epoch": 24.94, + "learning_rate": 2.7827648114901255e-05, + "loss": 0.0606, + "step": 27800 + }, + { + "epoch": 24.95, + "learning_rate": 2.781767404747656e-05, + "loss": 0.0589, + "step": 27810 + }, + { + "epoch": 24.96, + "learning_rate": 2.7807699980051864e-05, + "loss": 0.0684, + "step": 27820 + }, + { + "epoch": 24.97, + "learning_rate": 2.779772591262717e-05, + "loss": 0.0683, + "step": 27830 + }, + { + "epoch": 24.97, + "learning_rate": 2.7787751845202476e-05, + "loss": 0.0477, + "step": 27840 + }, + { + "epoch": 24.98, + "learning_rate": 2.777777777777778e-05, + "loss": 0.0702, + "step": 27850 + }, + { + "epoch": 24.99, + "learning_rate": 2.7767803710353085e-05, + "loss": 0.0637, + "step": 27860 + }, + { + "epoch": 25.0, + "eval_accuracy": { + "accuracy": 0.9804888988562458 + }, + "eval_f1": { + "f1": 0.9793615860016096 + }, + "eval_loss": 0.06828426569700241, + "eval_precision": { + "precision": 0.9795645667425841 + }, + "eval_recall": { + "recall": 0.9792228423789527 + }, + "eval_runtime": 200.3547, + "eval_samples_per_second": 89.022, + "eval_steps_per_second": 5.565, + "step": 27868 + }, + { + "epoch": 25.0, + "learning_rate": 2.775782964292839e-05, + "loss": 0.0615, + "step": 27870 + }, + { + "epoch": 25.01, + "learning_rate": 2.774785557550369e-05, + "loss": 0.1029, + "step": 27880 + }, + { + "epoch": 25.02, + "learning_rate": 2.7737881508078994e-05, + "loss": 0.0589, + "step": 27890 + }, + { + "epoch": 25.03, + "learning_rate": 2.77279074406543e-05, + "loss": 0.0551, + "step": 27900 + }, + { + "epoch": 25.04, + "learning_rate": 2.7717933373229603e-05, + "loss": 0.0543, + "step": 27910 + }, + { + "epoch": 25.05, + "learning_rate": 2.770795930580491e-05, + "loss": 0.0746, + "step": 27920 + }, + { + "epoch": 25.05, + "learning_rate": 2.7697985238380215e-05, + "loss": 0.0458, + "step": 27930 + }, + { + "epoch": 25.06, + "learning_rate": 2.7688011170955518e-05, + "loss": 0.0642, + "step": 27940 + }, + { + "epoch": 25.07, + "learning_rate": 2.7678037103530824e-05, + "loss": 0.0802, + "step": 27950 + }, + { + "epoch": 25.08, + "learning_rate": 2.7668063036106123e-05, + "loss": 0.0667, + "step": 27960 + }, + { + "epoch": 25.09, + "learning_rate": 2.765808896868143e-05, + "loss": 0.0571, + "step": 27970 + }, + { + "epoch": 25.1, + "learning_rate": 2.7648114901256732e-05, + "loss": 0.0734, + "step": 27980 + }, + { + "epoch": 25.11, + "learning_rate": 2.763814083383204e-05, + "loss": 0.046, + "step": 27990 + }, + { + "epoch": 25.12, + "learning_rate": 2.762816676640734e-05, + "loss": 0.0659, + "step": 28000 + }, + { + "epoch": 25.13, + "learning_rate": 2.7618192698982648e-05, + "loss": 0.0421, + "step": 28010 + }, + { + "epoch": 25.14, + "learning_rate": 2.7608218631557954e-05, + "loss": 0.0552, + "step": 28020 + }, + { + "epoch": 25.14, + "learning_rate": 2.7598244564133253e-05, + "loss": 0.0627, + "step": 28030 + }, + { + "epoch": 25.15, + "learning_rate": 2.7588270496708556e-05, + "loss": 0.0699, + "step": 28040 + }, + { + "epoch": 25.16, + "learning_rate": 2.7578296429283862e-05, + "loss": 0.0659, + "step": 28050 + }, + { + "epoch": 25.17, + "learning_rate": 2.756832236185917e-05, + "loss": 0.0715, + "step": 28060 + }, + { + "epoch": 25.18, + "learning_rate": 2.755834829443447e-05, + "loss": 0.0466, + "step": 28070 + }, + { + "epoch": 25.19, + "learning_rate": 2.7548374227009777e-05, + "loss": 0.0654, + "step": 28080 + }, + { + "epoch": 25.2, + "learning_rate": 2.753840015958508e-05, + "loss": 0.0689, + "step": 28090 + }, + { + "epoch": 25.21, + "learning_rate": 2.7528426092160386e-05, + "loss": 0.0558, + "step": 28100 + }, + { + "epoch": 25.22, + "learning_rate": 2.7518452024735686e-05, + "loss": 0.0662, + "step": 28110 + }, + { + "epoch": 25.23, + "learning_rate": 2.7508477957310992e-05, + "loss": 0.0531, + "step": 28120 + }, + { + "epoch": 25.23, + "learning_rate": 2.7498503889886295e-05, + "loss": 0.027, + "step": 28130 + }, + { + "epoch": 25.24, + "learning_rate": 2.74885298224616e-05, + "loss": 0.0646, + "step": 28140 + }, + { + "epoch": 25.25, + "learning_rate": 2.7478555755036904e-05, + "loss": 0.069, + "step": 28150 + }, + { + "epoch": 25.26, + "learning_rate": 2.746858168761221e-05, + "loss": 0.0659, + "step": 28160 + }, + { + "epoch": 25.27, + "learning_rate": 2.7458607620187516e-05, + "loss": 0.0435, + "step": 28170 + }, + { + "epoch": 25.28, + "learning_rate": 2.744863355276282e-05, + "loss": 0.0586, + "step": 28180 + }, + { + "epoch": 25.29, + "learning_rate": 2.743865948533812e-05, + "loss": 0.0814, + "step": 28190 + }, + { + "epoch": 25.3, + "learning_rate": 2.7428685417913425e-05, + "loss": 0.0629, + "step": 28200 + }, + { + "epoch": 25.31, + "learning_rate": 2.741871135048873e-05, + "loss": 0.0914, + "step": 28210 + }, + { + "epoch": 25.32, + "learning_rate": 2.7408737283064034e-05, + "loss": 0.0706, + "step": 28220 + }, + { + "epoch": 25.32, + "learning_rate": 2.739876321563934e-05, + "loss": 0.0539, + "step": 28230 + }, + { + "epoch": 25.33, + "learning_rate": 2.7388789148214643e-05, + "loss": 0.0634, + "step": 28240 + }, + { + "epoch": 25.34, + "learning_rate": 2.737881508078995e-05, + "loss": 0.0638, + "step": 28250 + }, + { + "epoch": 25.35, + "learning_rate": 2.7368841013365255e-05, + "loss": 0.0581, + "step": 28260 + }, + { + "epoch": 25.36, + "learning_rate": 2.7358866945940554e-05, + "loss": 0.0528, + "step": 28270 + }, + { + "epoch": 25.37, + "learning_rate": 2.7348892878515857e-05, + "loss": 0.0717, + "step": 28280 + }, + { + "epoch": 25.38, + "learning_rate": 2.7338918811091163e-05, + "loss": 0.0733, + "step": 28290 + }, + { + "epoch": 25.39, + "learning_rate": 2.732894474366647e-05, + "loss": 0.0655, + "step": 28300 + }, + { + "epoch": 25.4, + "learning_rate": 2.7318970676241772e-05, + "loss": 0.0682, + "step": 28310 + }, + { + "epoch": 25.4, + "learning_rate": 2.730899660881708e-05, + "loss": 0.0556, + "step": 28320 + }, + { + "epoch": 25.41, + "learning_rate": 2.729902254139238e-05, + "loss": 0.0542, + "step": 28330 + }, + { + "epoch": 25.42, + "learning_rate": 2.7289048473967688e-05, + "loss": 0.0752, + "step": 28340 + }, + { + "epoch": 25.43, + "learning_rate": 2.7279074406542987e-05, + "loss": 0.0636, + "step": 28350 + }, + { + "epoch": 25.44, + "learning_rate": 2.7269100339118293e-05, + "loss": 0.0637, + "step": 28360 + }, + { + "epoch": 25.45, + "learning_rate": 2.7259126271693596e-05, + "loss": 0.0621, + "step": 28370 + }, + { + "epoch": 25.46, + "learning_rate": 2.7249152204268902e-05, + "loss": 0.0752, + "step": 28380 + }, + { + "epoch": 25.47, + "learning_rate": 2.7239178136844205e-05, + "loss": 0.0836, + "step": 28390 + }, + { + "epoch": 25.48, + "learning_rate": 2.722920406941951e-05, + "loss": 0.0672, + "step": 28400 + }, + { + "epoch": 25.49, + "learning_rate": 2.7219230001994817e-05, + "loss": 0.0553, + "step": 28410 + }, + { + "epoch": 25.49, + "learning_rate": 2.720925593457012e-05, + "loss": 0.0582, + "step": 28420 + }, + { + "epoch": 25.5, + "learning_rate": 2.719928186714542e-05, + "loss": 0.074, + "step": 28430 + }, + { + "epoch": 25.51, + "learning_rate": 2.7189307799720726e-05, + "loss": 0.0643, + "step": 28440 + }, + { + "epoch": 25.52, + "learning_rate": 2.7179333732296032e-05, + "loss": 0.0483, + "step": 28450 + }, + { + "epoch": 25.53, + "learning_rate": 2.7169359664871335e-05, + "loss": 0.0999, + "step": 28460 + }, + { + "epoch": 25.54, + "learning_rate": 2.715938559744664e-05, + "loss": 0.0611, + "step": 28470 + }, + { + "epoch": 25.55, + "learning_rate": 2.7149411530021944e-05, + "loss": 0.0723, + "step": 28480 + }, + { + "epoch": 25.56, + "learning_rate": 2.713943746259725e-05, + "loss": 0.0446, + "step": 28490 + }, + { + "epoch": 25.57, + "learning_rate": 2.7129463395172556e-05, + "loss": 0.0673, + "step": 28500 + }, + { + "epoch": 25.58, + "learning_rate": 2.7119489327747856e-05, + "loss": 0.0522, + "step": 28510 + }, + { + "epoch": 25.58, + "learning_rate": 2.710951526032316e-05, + "loss": 0.07, + "step": 28520 + }, + { + "epoch": 25.59, + "learning_rate": 2.7099541192898465e-05, + "loss": 0.0831, + "step": 28530 + }, + { + "epoch": 25.6, + "learning_rate": 2.708956712547377e-05, + "loss": 0.076, + "step": 28540 + }, + { + "epoch": 25.61, + "learning_rate": 2.7079593058049074e-05, + "loss": 0.0658, + "step": 28550 + }, + { + "epoch": 25.62, + "learning_rate": 2.706961899062438e-05, + "loss": 0.0759, + "step": 28560 + }, + { + "epoch": 25.63, + "learning_rate": 2.7059644923199683e-05, + "loss": 0.0598, + "step": 28570 + }, + { + "epoch": 25.64, + "learning_rate": 2.704967085577499e-05, + "loss": 0.0385, + "step": 28580 + }, + { + "epoch": 25.65, + "learning_rate": 2.7039696788350288e-05, + "loss": 0.0619, + "step": 28590 + }, + { + "epoch": 25.66, + "learning_rate": 2.7029722720925594e-05, + "loss": 0.0675, + "step": 28600 + }, + { + "epoch": 25.66, + "learning_rate": 2.7019748653500897e-05, + "loss": 0.0625, + "step": 28610 + }, + { + "epoch": 25.67, + "learning_rate": 2.7009774586076203e-05, + "loss": 0.0517, + "step": 28620 + }, + { + "epoch": 25.68, + "learning_rate": 2.699980051865151e-05, + "loss": 0.0675, + "step": 28630 + }, + { + "epoch": 25.69, + "learning_rate": 2.6989826451226812e-05, + "loss": 0.0677, + "step": 28640 + }, + { + "epoch": 25.7, + "learning_rate": 2.697985238380212e-05, + "loss": 0.0634, + "step": 28650 + }, + { + "epoch": 25.71, + "learning_rate": 2.696987831637742e-05, + "loss": 0.0945, + "step": 28660 + }, + { + "epoch": 25.72, + "learning_rate": 2.695990424895272e-05, + "loss": 0.0564, + "step": 28670 + }, + { + "epoch": 25.73, + "learning_rate": 2.6949930181528027e-05, + "loss": 0.0508, + "step": 28680 + }, + { + "epoch": 25.74, + "learning_rate": 2.6939956114103333e-05, + "loss": 0.0678, + "step": 28690 + }, + { + "epoch": 25.75, + "learning_rate": 2.6929982046678636e-05, + "loss": 0.0441, + "step": 28700 + }, + { + "epoch": 25.75, + "learning_rate": 2.6920007979253942e-05, + "loss": 0.0743, + "step": 28710 + }, + { + "epoch": 25.76, + "learning_rate": 2.6910033911829245e-05, + "loss": 0.074, + "step": 28720 + }, + { + "epoch": 25.77, + "learning_rate": 2.690005984440455e-05, + "loss": 0.0502, + "step": 28730 + }, + { + "epoch": 25.78, + "learning_rate": 2.6890085776979857e-05, + "loss": 0.0586, + "step": 28740 + }, + { + "epoch": 25.79, + "learning_rate": 2.6880111709555157e-05, + "loss": 0.0724, + "step": 28750 + }, + { + "epoch": 25.8, + "learning_rate": 2.687013764213046e-05, + "loss": 0.0574, + "step": 28760 + }, + { + "epoch": 25.81, + "learning_rate": 2.6860163574705766e-05, + "loss": 0.0804, + "step": 28770 + }, + { + "epoch": 25.82, + "learning_rate": 2.6850189507281072e-05, + "loss": 0.1155, + "step": 28780 + }, + { + "epoch": 25.83, + "learning_rate": 2.6840215439856375e-05, + "loss": 0.0332, + "step": 28790 + }, + { + "epoch": 25.84, + "learning_rate": 2.683024137243168e-05, + "loss": 0.0416, + "step": 28800 + }, + { + "epoch": 25.84, + "learning_rate": 2.6820267305006984e-05, + "loss": 0.0483, + "step": 28810 + }, + { + "epoch": 25.85, + "learning_rate": 2.6810293237582283e-05, + "loss": 0.0484, + "step": 28820 + }, + { + "epoch": 25.86, + "learning_rate": 2.680031917015759e-05, + "loss": 0.0638, + "step": 28830 + }, + { + "epoch": 25.87, + "learning_rate": 2.6790345102732896e-05, + "loss": 0.0583, + "step": 28840 + }, + { + "epoch": 25.88, + "learning_rate": 2.67803710353082e-05, + "loss": 0.0585, + "step": 28850 + }, + { + "epoch": 25.89, + "learning_rate": 2.6770396967883505e-05, + "loss": 0.0915, + "step": 28860 + }, + { + "epoch": 25.9, + "learning_rate": 2.676042290045881e-05, + "loss": 0.089, + "step": 28870 + }, + { + "epoch": 25.91, + "learning_rate": 2.6750448833034114e-05, + "loss": 0.037, + "step": 28880 + }, + { + "epoch": 25.92, + "learning_rate": 2.674047476560942e-05, + "loss": 0.0736, + "step": 28890 + }, + { + "epoch": 25.93, + "learning_rate": 2.673050069818472e-05, + "loss": 0.0423, + "step": 28900 + }, + { + "epoch": 25.93, + "learning_rate": 2.6720526630760022e-05, + "loss": 0.0715, + "step": 28910 + }, + { + "epoch": 25.94, + "learning_rate": 2.6710552563335328e-05, + "loss": 0.055, + "step": 28920 + }, + { + "epoch": 25.95, + "learning_rate": 2.6700578495910634e-05, + "loss": 0.0611, + "step": 28930 + }, + { + "epoch": 25.96, + "learning_rate": 2.6690604428485937e-05, + "loss": 0.0367, + "step": 28940 + }, + { + "epoch": 25.97, + "learning_rate": 2.6680630361061243e-05, + "loss": 0.0606, + "step": 28950 + }, + { + "epoch": 25.98, + "learning_rate": 2.6670656293636546e-05, + "loss": 0.0913, + "step": 28960 + }, + { + "epoch": 25.99, + "learning_rate": 2.6660682226211852e-05, + "loss": 0.0733, + "step": 28970 + }, + { + "epoch": 26.0, + "learning_rate": 2.6650708158787152e-05, + "loss": 0.0845, + "step": 28980 + }, + { + "epoch": 26.0, + "eval_accuracy": { + "accuracy": 0.9789190401435299 + }, + "eval_f1": { + "f1": 0.9779974196750578 + }, + "eval_loss": 0.06872780621051788, + "eval_precision": { + "precision": 0.9777924373303344 + }, + "eval_recall": { + "recall": 0.9782512107344294 + }, + "eval_runtime": 189.7696, + "eval_samples_per_second": 93.988, + "eval_steps_per_second": 5.876, + "step": 28983 + } + ], + "logging_steps": 10, + "max_steps": 55700, + "num_input_tokens_seen": 0, + "num_train_epochs": 50, + "save_steps": 500, + "total_flos": 1.4373781852375056e+20, + "train_batch_size": 16, + "trial_name": null, + "trial_params": null +}