| { | |
| "best_metric": 0.06894122064113617, | |
| "best_model_checkpoint": "vit-base-patch16-224-in21k-crack-detectorVITmain50epochs\\checkpoint-16721", | |
| "epoch": 14.999775734469612, | |
| "eval_steps": 500, | |
| "global_step": 16721, | |
| "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 | |
| } | |
| ], | |
| "logging_steps": 10, | |
| "max_steps": 55700, | |
| "num_input_tokens_seen": 0, | |
| "num_train_epochs": 50, | |
| "save_steps": 500, | |
| "total_flos": 8.292566453293302e+19, | |
| "train_batch_size": 16, | |
| "trial_name": null, | |
| "trial_params": null | |
| } | |