| { |
| "best_metric": 0.11477231234312057, |
| "best_model_checkpoint": "Result/OffsetTwo_batch4_step2000_dropout01_data5\\checkpoint-600", |
| "epoch": 15.189873417721518, |
| "global_step": 1200, |
| "is_hyper_param_search": false, |
| "is_local_process_zero": true, |
| "is_world_process_zero": true, |
| "log_history": [ |
| { |
| "epoch": 0.13, |
| "learning_rate": 0.00019910000000000001, |
| "loss": 0.7699, |
| "step": 10 |
| }, |
| { |
| "epoch": 0.25, |
| "learning_rate": 0.00019810000000000002, |
| "loss": 0.6794, |
| "step": 20 |
| }, |
| { |
| "epoch": 0.38, |
| "learning_rate": 0.00019710000000000002, |
| "loss": 0.6679, |
| "step": 30 |
| }, |
| { |
| "epoch": 0.51, |
| "learning_rate": 0.00019610000000000002, |
| "loss": 0.6, |
| "step": 40 |
| }, |
| { |
| "epoch": 0.63, |
| "learning_rate": 0.00019510000000000003, |
| "loss": 0.7582, |
| "step": 50 |
| }, |
| { |
| "epoch": 0.76, |
| "learning_rate": 0.0001941, |
| "loss": 0.5271, |
| "step": 60 |
| }, |
| { |
| "epoch": 0.89, |
| "learning_rate": 0.0001931, |
| "loss": 0.3892, |
| "step": 70 |
| }, |
| { |
| "epoch": 1.01, |
| "learning_rate": 0.0001921, |
| "loss": 0.5038, |
| "step": 80 |
| }, |
| { |
| "epoch": 1.14, |
| "learning_rate": 0.0001911, |
| "loss": 0.9304, |
| "step": 90 |
| }, |
| { |
| "epoch": 1.27, |
| "learning_rate": 0.0001901, |
| "loss": 0.5224, |
| "step": 100 |
| }, |
| { |
| "epoch": 1.39, |
| "learning_rate": 0.00018910000000000002, |
| "loss": 0.2114, |
| "step": 110 |
| }, |
| { |
| "epoch": 1.52, |
| "learning_rate": 0.00018810000000000002, |
| "loss": 0.4839, |
| "step": 120 |
| }, |
| { |
| "epoch": 1.65, |
| "learning_rate": 0.00018710000000000002, |
| "loss": 0.4868, |
| "step": 130 |
| }, |
| { |
| "epoch": 1.77, |
| "learning_rate": 0.0001861, |
| "loss": 0.4647, |
| "step": 140 |
| }, |
| { |
| "epoch": 1.9, |
| "learning_rate": 0.0001851, |
| "loss": 0.6468, |
| "step": 150 |
| }, |
| { |
| "epoch": 2.03, |
| "learning_rate": 0.0001841, |
| "loss": 0.534, |
| "step": 160 |
| }, |
| { |
| "epoch": 2.15, |
| "learning_rate": 0.0001831, |
| "loss": 0.4389, |
| "step": 170 |
| }, |
| { |
| "epoch": 2.28, |
| "learning_rate": 0.0001821, |
| "loss": 0.7613, |
| "step": 180 |
| }, |
| { |
| "epoch": 2.41, |
| "learning_rate": 0.0001811, |
| "loss": 0.5378, |
| "step": 190 |
| }, |
| { |
| "epoch": 2.53, |
| "learning_rate": 0.00018010000000000001, |
| "loss": 0.4595, |
| "step": 200 |
| }, |
| { |
| "epoch": 2.53, |
| "eval_accuracy": 0.9318181818181818, |
| "eval_f1": 0.8646153846153846, |
| "eval_loss": 0.23132099211215973, |
| "eval_precision": 0.8903508771929824, |
| "eval_recall": 0.8436293436293436, |
| "eval_runtime": 0.574, |
| "eval_samples_per_second": 76.655, |
| "eval_steps_per_second": 10.453, |
| "step": 200 |
| }, |
| { |
| "epoch": 2.66, |
| "learning_rate": 0.0001791, |
| "loss": 0.6753, |
| "step": 210 |
| }, |
| { |
| "epoch": 2.78, |
| "learning_rate": 0.0001781, |
| "loss": 0.6403, |
| "step": 220 |
| }, |
| { |
| "epoch": 2.91, |
| "learning_rate": 0.0001771, |
| "loss": 0.3846, |
| "step": 230 |
| }, |
| { |
| "epoch": 3.04, |
| "learning_rate": 0.0001761, |
| "loss": 0.436, |
| "step": 240 |
| }, |
| { |
| "epoch": 3.16, |
| "learning_rate": 0.0001751, |
| "loss": 0.5878, |
| "step": 250 |
| }, |
| { |
| "epoch": 3.29, |
| "learning_rate": 0.00017410000000000003, |
| "loss": 0.6039, |
| "step": 260 |
| }, |
| { |
| "epoch": 3.42, |
| "learning_rate": 0.0001731, |
| "loss": 0.3482, |
| "step": 270 |
| }, |
| { |
| "epoch": 3.54, |
| "learning_rate": 0.0001721, |
| "loss": 0.5476, |
| "step": 280 |
| }, |
| { |
| "epoch": 3.67, |
| "learning_rate": 0.0001711, |
| "loss": 0.8293, |
| "step": 290 |
| }, |
| { |
| "epoch": 3.8, |
| "learning_rate": 0.00017010000000000001, |
| "loss": 0.4146, |
| "step": 300 |
| }, |
| { |
| "epoch": 3.92, |
| "learning_rate": 0.00016910000000000002, |
| "loss": 0.2258, |
| "step": 310 |
| }, |
| { |
| "epoch": 4.05, |
| "learning_rate": 0.00016810000000000002, |
| "loss": 0.205, |
| "step": 320 |
| }, |
| { |
| "epoch": 4.18, |
| "learning_rate": 0.00016710000000000002, |
| "loss": 0.5747, |
| "step": 330 |
| }, |
| { |
| "epoch": 4.3, |
| "learning_rate": 0.0001661, |
| "loss": 0.4064, |
| "step": 340 |
| }, |
| { |
| "epoch": 4.43, |
| "learning_rate": 0.0001651, |
| "loss": 0.5639, |
| "step": 350 |
| }, |
| { |
| "epoch": 4.56, |
| "learning_rate": 0.0001642, |
| "loss": 0.3854, |
| "step": 360 |
| }, |
| { |
| "epoch": 4.68, |
| "learning_rate": 0.0001632, |
| "loss": 0.5548, |
| "step": 370 |
| }, |
| { |
| "epoch": 4.81, |
| "learning_rate": 0.0001622, |
| "loss": 0.5231, |
| "step": 380 |
| }, |
| { |
| "epoch": 4.94, |
| "learning_rate": 0.00016120000000000002, |
| "loss": 0.3772, |
| "step": 390 |
| }, |
| { |
| "epoch": 5.06, |
| "learning_rate": 0.00016020000000000002, |
| "loss": 0.5486, |
| "step": 400 |
| }, |
| { |
| "epoch": 5.06, |
| "eval_accuracy": 0.9545454545454546, |
| "eval_f1": 0.9035087719298245, |
| "eval_loss": 0.18894661962985992, |
| "eval_precision": 0.9743589743589743, |
| "eval_recall": 0.8571428571428572, |
| "eval_runtime": 0.521, |
| "eval_samples_per_second": 84.453, |
| "eval_steps_per_second": 11.516, |
| "step": 400 |
| }, |
| { |
| "epoch": 5.19, |
| "learning_rate": 0.00015920000000000002, |
| "loss": 0.5041, |
| "step": 410 |
| }, |
| { |
| "epoch": 5.32, |
| "learning_rate": 0.00015820000000000002, |
| "loss": 0.3767, |
| "step": 420 |
| }, |
| { |
| "epoch": 5.44, |
| "learning_rate": 0.00015720000000000003, |
| "loss": 0.1914, |
| "step": 430 |
| }, |
| { |
| "epoch": 5.57, |
| "learning_rate": 0.0001562, |
| "loss": 0.4182, |
| "step": 440 |
| }, |
| { |
| "epoch": 5.7, |
| "learning_rate": 0.0001552, |
| "loss": 0.1872, |
| "step": 450 |
| }, |
| { |
| "epoch": 5.82, |
| "learning_rate": 0.0001542, |
| "loss": 0.3854, |
| "step": 460 |
| }, |
| { |
| "epoch": 5.95, |
| "learning_rate": 0.0001532, |
| "loss": 0.0307, |
| "step": 470 |
| }, |
| { |
| "epoch": 6.08, |
| "learning_rate": 0.0001522, |
| "loss": 0.0157, |
| "step": 480 |
| }, |
| { |
| "epoch": 6.2, |
| "learning_rate": 0.00015120000000000002, |
| "loss": 0.2349, |
| "step": 490 |
| }, |
| { |
| "epoch": 6.33, |
| "learning_rate": 0.00015020000000000002, |
| "loss": 0.2716, |
| "step": 500 |
| }, |
| { |
| "epoch": 6.46, |
| "learning_rate": 0.0001492, |
| "loss": 0.2278, |
| "step": 510 |
| }, |
| { |
| "epoch": 6.58, |
| "learning_rate": 0.0001482, |
| "loss": 0.0078, |
| "step": 520 |
| }, |
| { |
| "epoch": 6.71, |
| "learning_rate": 0.0001472, |
| "loss": 0.0069, |
| "step": 530 |
| }, |
| { |
| "epoch": 6.84, |
| "learning_rate": 0.0001462, |
| "loss": 0.3477, |
| "step": 540 |
| }, |
| { |
| "epoch": 6.96, |
| "learning_rate": 0.0001452, |
| "loss": 0.0098, |
| "step": 550 |
| }, |
| { |
| "epoch": 7.09, |
| "learning_rate": 0.0001442, |
| "loss": 0.0061, |
| "step": 560 |
| }, |
| { |
| "epoch": 7.22, |
| "learning_rate": 0.0001432, |
| "loss": 0.005, |
| "step": 570 |
| }, |
| { |
| "epoch": 7.34, |
| "learning_rate": 0.0001422, |
| "loss": 0.0047, |
| "step": 580 |
| }, |
| { |
| "epoch": 7.47, |
| "learning_rate": 0.0001412, |
| "loss": 0.0043, |
| "step": 590 |
| }, |
| { |
| "epoch": 7.59, |
| "learning_rate": 0.0001402, |
| "loss": 0.0045, |
| "step": 600 |
| }, |
| { |
| "epoch": 7.59, |
| "eval_accuracy": 0.9772727272727273, |
| "eval_f1": 0.9548717948717949, |
| "eval_loss": 0.11477231234312057, |
| "eval_precision": 0.986842105263158, |
| "eval_recall": 0.9285714285714286, |
| "eval_runtime": 0.622, |
| "eval_samples_per_second": 70.74, |
| "eval_steps_per_second": 9.646, |
| "step": 600 |
| }, |
| { |
| "epoch": 7.72, |
| "learning_rate": 0.0001392, |
| "loss": 0.0037, |
| "step": 610 |
| }, |
| { |
| "epoch": 7.85, |
| "learning_rate": 0.0001382, |
| "loss": 0.0042, |
| "step": 620 |
| }, |
| { |
| "epoch": 7.97, |
| "learning_rate": 0.00013720000000000003, |
| "loss": 0.3004, |
| "step": 630 |
| }, |
| { |
| "epoch": 8.1, |
| "learning_rate": 0.0001362, |
| "loss": 0.0332, |
| "step": 640 |
| }, |
| { |
| "epoch": 8.23, |
| "learning_rate": 0.0001352, |
| "loss": 0.0033, |
| "step": 650 |
| }, |
| { |
| "epoch": 8.35, |
| "learning_rate": 0.0001342, |
| "loss": 0.0033, |
| "step": 660 |
| }, |
| { |
| "epoch": 8.48, |
| "learning_rate": 0.0001332, |
| "loss": 0.0406, |
| "step": 670 |
| }, |
| { |
| "epoch": 8.61, |
| "learning_rate": 0.00013220000000000001, |
| "loss": 0.003, |
| "step": 680 |
| }, |
| { |
| "epoch": 8.73, |
| "learning_rate": 0.00013120000000000002, |
| "loss": 0.0043, |
| "step": 690 |
| }, |
| { |
| "epoch": 8.86, |
| "learning_rate": 0.00013020000000000002, |
| "loss": 0.0055, |
| "step": 700 |
| }, |
| { |
| "epoch": 8.99, |
| "learning_rate": 0.00012920000000000002, |
| "loss": 0.0029, |
| "step": 710 |
| }, |
| { |
| "epoch": 9.11, |
| "learning_rate": 0.0001282, |
| "loss": 0.0027, |
| "step": 720 |
| }, |
| { |
| "epoch": 9.24, |
| "learning_rate": 0.0001272, |
| "loss": 0.0027, |
| "step": 730 |
| }, |
| { |
| "epoch": 9.37, |
| "learning_rate": 0.0001262, |
| "loss": 0.0024, |
| "step": 740 |
| }, |
| { |
| "epoch": 9.49, |
| "learning_rate": 0.0001252, |
| "loss": 0.0922, |
| "step": 750 |
| }, |
| { |
| "epoch": 9.62, |
| "learning_rate": 0.0001242, |
| "loss": 0.0691, |
| "step": 760 |
| }, |
| { |
| "epoch": 9.75, |
| "learning_rate": 0.0001232, |
| "loss": 0.0023, |
| "step": 770 |
| }, |
| { |
| "epoch": 9.87, |
| "learning_rate": 0.00012220000000000002, |
| "loss": 0.0022, |
| "step": 780 |
| }, |
| { |
| "epoch": 10.0, |
| "learning_rate": 0.0001212, |
| "loss": 0.2026, |
| "step": 790 |
| }, |
| { |
| "epoch": 10.13, |
| "learning_rate": 0.00012020000000000001, |
| "loss": 0.0024, |
| "step": 800 |
| }, |
| { |
| "epoch": 10.13, |
| "eval_accuracy": 0.9545454545454546, |
| "eval_f1": 0.915057915057915, |
| "eval_loss": 0.31218913197517395, |
| "eval_precision": 0.915057915057915, |
| "eval_recall": 0.915057915057915, |
| "eval_runtime": 0.585, |
| "eval_samples_per_second": 75.214, |
| "eval_steps_per_second": 10.256, |
| "step": 800 |
| }, |
| { |
| "epoch": 10.25, |
| "learning_rate": 0.0001192, |
| "loss": 0.0021, |
| "step": 810 |
| }, |
| { |
| "epoch": 10.38, |
| "learning_rate": 0.0001182, |
| "loss": 0.0021, |
| "step": 820 |
| }, |
| { |
| "epoch": 10.51, |
| "learning_rate": 0.0001172, |
| "loss": 0.002, |
| "step": 830 |
| }, |
| { |
| "epoch": 10.63, |
| "learning_rate": 0.00011619999999999999, |
| "loss": 0.002, |
| "step": 840 |
| }, |
| { |
| "epoch": 10.76, |
| "learning_rate": 0.0001152, |
| "loss": 0.0019, |
| "step": 850 |
| }, |
| { |
| "epoch": 10.89, |
| "learning_rate": 0.0001142, |
| "loss": 0.0018, |
| "step": 860 |
| }, |
| { |
| "epoch": 11.01, |
| "learning_rate": 0.0001132, |
| "loss": 0.0018, |
| "step": 870 |
| }, |
| { |
| "epoch": 11.14, |
| "learning_rate": 0.00011220000000000002, |
| "loss": 0.0017, |
| "step": 880 |
| }, |
| { |
| "epoch": 11.27, |
| "learning_rate": 0.00011120000000000002, |
| "loss": 0.0017, |
| "step": 890 |
| }, |
| { |
| "epoch": 11.39, |
| "learning_rate": 0.00011020000000000001, |
| "loss": 0.0017, |
| "step": 900 |
| }, |
| { |
| "epoch": 11.52, |
| "learning_rate": 0.00010920000000000001, |
| "loss": 0.0016, |
| "step": 910 |
| }, |
| { |
| "epoch": 11.65, |
| "learning_rate": 0.00010820000000000001, |
| "loss": 0.0016, |
| "step": 920 |
| }, |
| { |
| "epoch": 11.77, |
| "learning_rate": 0.00010720000000000002, |
| "loss": 0.0016, |
| "step": 930 |
| }, |
| { |
| "epoch": 11.9, |
| "learning_rate": 0.0001062, |
| "loss": 0.0016, |
| "step": 940 |
| }, |
| { |
| "epoch": 12.03, |
| "learning_rate": 0.00010520000000000001, |
| "loss": 0.0015, |
| "step": 950 |
| }, |
| { |
| "epoch": 12.15, |
| "learning_rate": 0.00010420000000000001, |
| "loss": 0.0015, |
| "step": 960 |
| }, |
| { |
| "epoch": 12.28, |
| "learning_rate": 0.0001032, |
| "loss": 0.0014, |
| "step": 970 |
| }, |
| { |
| "epoch": 12.41, |
| "learning_rate": 0.0001022, |
| "loss": 0.0014, |
| "step": 980 |
| }, |
| { |
| "epoch": 12.53, |
| "learning_rate": 0.00010120000000000001, |
| "loss": 0.0014, |
| "step": 990 |
| }, |
| { |
| "epoch": 12.66, |
| "learning_rate": 0.00010020000000000001, |
| "loss": 0.0014, |
| "step": 1000 |
| }, |
| { |
| "epoch": 12.66, |
| "eval_accuracy": 0.9545454545454546, |
| "eval_f1": 0.915057915057915, |
| "eval_loss": 0.32846134901046753, |
| "eval_precision": 0.915057915057915, |
| "eval_recall": 0.915057915057915, |
| "eval_runtime": 0.572, |
| "eval_samples_per_second": 76.923, |
| "eval_steps_per_second": 10.49, |
| "step": 1000 |
| }, |
| { |
| "epoch": 12.78, |
| "learning_rate": 9.92e-05, |
| "loss": 0.0014, |
| "step": 1010 |
| }, |
| { |
| "epoch": 12.91, |
| "learning_rate": 9.82e-05, |
| "loss": 0.0013, |
| "step": 1020 |
| }, |
| { |
| "epoch": 13.04, |
| "learning_rate": 9.72e-05, |
| "loss": 0.0013, |
| "step": 1030 |
| }, |
| { |
| "epoch": 13.16, |
| "learning_rate": 9.620000000000001e-05, |
| "loss": 0.0013, |
| "step": 1040 |
| }, |
| { |
| "epoch": 13.29, |
| "learning_rate": 9.52e-05, |
| "loss": 0.0013, |
| "step": 1050 |
| }, |
| { |
| "epoch": 13.42, |
| "learning_rate": 9.42e-05, |
| "loss": 0.0012, |
| "step": 1060 |
| }, |
| { |
| "epoch": 13.54, |
| "learning_rate": 9.320000000000002e-05, |
| "loss": 0.0012, |
| "step": 1070 |
| }, |
| { |
| "epoch": 13.67, |
| "learning_rate": 9.22e-05, |
| "loss": 0.0012, |
| "step": 1080 |
| }, |
| { |
| "epoch": 13.8, |
| "learning_rate": 9.120000000000001e-05, |
| "loss": 0.0012, |
| "step": 1090 |
| }, |
| { |
| "epoch": 13.92, |
| "learning_rate": 9.020000000000001e-05, |
| "loss": 0.0012, |
| "step": 1100 |
| }, |
| { |
| "epoch": 14.05, |
| "learning_rate": 8.92e-05, |
| "loss": 0.0012, |
| "step": 1110 |
| }, |
| { |
| "epoch": 14.18, |
| "learning_rate": 8.82e-05, |
| "loss": 0.0011, |
| "step": 1120 |
| }, |
| { |
| "epoch": 14.3, |
| "learning_rate": 8.72e-05, |
| "loss": 0.0011, |
| "step": 1130 |
| }, |
| { |
| "epoch": 14.43, |
| "learning_rate": 8.620000000000001e-05, |
| "loss": 0.0011, |
| "step": 1140 |
| }, |
| { |
| "epoch": 14.56, |
| "learning_rate": 8.52e-05, |
| "loss": 0.0011, |
| "step": 1150 |
| }, |
| { |
| "epoch": 14.68, |
| "learning_rate": 8.42e-05, |
| "loss": 0.0011, |
| "step": 1160 |
| }, |
| { |
| "epoch": 14.81, |
| "learning_rate": 8.32e-05, |
| "loss": 0.0011, |
| "step": 1170 |
| }, |
| { |
| "epoch": 14.94, |
| "learning_rate": 8.22e-05, |
| "loss": 0.0011, |
| "step": 1180 |
| }, |
| { |
| "epoch": 15.06, |
| "learning_rate": 8.120000000000001e-05, |
| "loss": 0.001, |
| "step": 1190 |
| }, |
| { |
| "epoch": 15.19, |
| "learning_rate": 8.020000000000001e-05, |
| "loss": 0.001, |
| "step": 1200 |
| }, |
| { |
| "epoch": 15.19, |
| "eval_accuracy": 0.9545454545454546, |
| "eval_f1": 0.915057915057915, |
| "eval_loss": 0.3429644703865051, |
| "eval_precision": 0.915057915057915, |
| "eval_recall": 0.915057915057915, |
| "eval_runtime": 0.592, |
| "eval_samples_per_second": 74.325, |
| "eval_steps_per_second": 10.135, |
| "step": 1200 |
| } |
| ], |
| "max_steps": 2000, |
| "num_train_epochs": 26, |
| "total_flos": 3.6847441061738496e+17, |
| "trial_name": null, |
| "trial_params": null |
| } |
|
|
