| ***** Eval results ***** | |
| 2021-12-13 21:36:24.587572epoch = 1.0 | |
| eval_HasAns_exact = 78.35122965015587 | |
| eval_HasAns_f1 = 85.13968688137153 | |
| eval_HasAns_total = 5774 | |
| eval_NoAns_exact = 82.26532732940768 | |
| eval_NoAns_f1 = 82.26532732940768 | |
| eval_NoAns_total = 5774 | |
| eval_best_exact = 83.36508486317977 | |
| eval_best_exact_thresh = -4.265625 | |
| eval_best_f1 = 86.50049020991854 | |
| eval_best_f1_thresh = -3.76171875 | |
| eval_exact = 80.30827848978178 | |
| eval_f1 = 83.70250710538936 | |
| eval_runtime = 116.2823 | |
| eval_samples_per_second = 119.743 | |
| eval_steps_per_second = 0.937 | |
| eval_total = 11548 | |
| ***** Eval results ***** | |
| 2021-12-13 23:54:17.975036epoch = 2.0 | |
| eval_HasAns_exact = 81.65916175961205 | |
| eval_HasAns_f1 = 87.7141782584969 | |
| eval_HasAns_total = 5774 | |
| eval_NoAns_exact = 79.14790439903014 | |
| eval_NoAns_f1 = 79.14790439903014 | |
| eval_NoAns_total = 5774 | |
| eval_best_exact = 85.417388292345 | |
| eval_best_exact_thresh = -4.91015625 | |
| eval_best_f1 = 88.2525034462934 | |
| eval_best_f1_thresh = -4.91015625 | |
| eval_exact = 80.4035330793211 | |
| eval_f1 = 83.4310413287634 | |
| eval_runtime = 114.7091 | |
| eval_samples_per_second = 121.385 | |
| eval_steps_per_second = 0.95 | |
| eval_total = 11548 | |
| ***** Eval results ***** | |
| 2021-12-14 02:12:16.445998epoch = 3.0 | |
| eval_HasAns_exact = 82.40387945964669 | |
| eval_HasAns_f1 = 88.17376210385724 | |
| eval_HasAns_total = 5774 | |
| eval_NoAns_exact = 82.04018011776931 | |
| eval_NoAns_f1 = 82.04018011776931 | |
| eval_NoAns_total = 5774 | |
| eval_best_exact = 85.93695878074125 | |
| eval_best_exact_thresh = -5.8046875 | |
| eval_best_f1 = 88.652083582146 | |
| eval_best_f1_thresh = -4.640625 | |
| eval_exact = 82.222029788708 | |
| eval_f1 = 85.10697111081303 | |
| eval_runtime = 115.8495 | |
| eval_samples_per_second = 120.19 | |
| eval_steps_per_second = 0.941 | |
| eval_total = 11548 | |
| ***** Eval results ***** | |
| 2021-12-14 04:30:40.843577epoch = 4.0 | |
| eval_HasAns_exact = 82.92344994804296 | |
| eval_HasAns_f1 = 88.76361604970366 | |
| eval_HasAns_total = 5774 | |
| eval_NoAns_exact = 75.68410114305507 | |
| eval_NoAns_f1 = 75.68410114305507 | |
| eval_NoAns_total = 5774 | |
| eval_best_exact = 86.31797713889851 | |
| eval_best_exact_thresh = -7.69921875 | |
| eval_best_f1 = 89.0138490084362 | |
| eval_best_f1_thresh = -7.4140625 | |
| eval_exact = 79.30377554554902 | |
| eval_f1 = 82.22385859637924 | |
| eval_runtime = 116.6262 | |
| eval_samples_per_second = 119.39 | |
| eval_steps_per_second = 0.935 | |
| eval_total = 11548 | |
| ***** Eval results ***** | |
| 2021-12-14 06:49:11.744655epoch = 5.0 | |
| eval_HasAns_exact = 83.04468306200208 | |
| eval_HasAns_f1 = 88.60010543614725 | |
| eval_HasAns_total = 5774 | |
| eval_NoAns_exact = 84.48216141323172 | |
| eval_NoAns_f1 = 84.48216141323172 | |
| eval_NoAns_total = 5774 | |
| eval_best_exact = 87.20990647731209 | |
| eval_best_exact_thresh = -4.83984375 | |
| eval_best_f1 = 89.8436215977173 | |
| eval_best_f1_thresh = -4.83984375 | |
| eval_exact = 83.76342223761691 | |
| eval_f1 = 86.5411334246892 | |
| eval_runtime = 117.7564 | |
| eval_samples_per_second = 118.244 | |
| eval_steps_per_second = 0.926 | |
| eval_total = 11548 | |
| ***** Eval results ***** | |
| 2021-12-14 09:07:43.312763epoch = 6.0 | |
| eval_HasAns_exact = 83.46033945271908 | |
| eval_HasAns_f1 = 89.05328761170561 | |
| eval_HasAns_total = 5774 | |
| eval_NoAns_exact = 82.05749913404918 | |
| eval_NoAns_f1 = 82.05749913404918 | |
| eval_NoAns_total = 5774 | |
| eval_best_exact = 87.53030827848978 | |
| eval_best_exact_thresh = -6.7421875 | |
| eval_best_f1 = 90.18823628334343 | |
| eval_best_f1_thresh = -5.328125 | |
| eval_exact = 82.75891929338414 | |
| eval_f1 = 85.55539337287718 | |
| eval_runtime = 115.8934 | |
| eval_samples_per_second = 120.145 | |
| eval_steps_per_second = 0.941 | |
| eval_total = 11548 | |
| ***** Eval results ***** | |
| 2021-12-14 11:26:17.714938epoch = 7.0 | |
| eval_HasAns_exact = 83.47765846899897 | |
| eval_HasAns_f1 = 88.97497847186122 | |
| eval_HasAns_total = 5774 | |
| eval_NoAns_exact = 83.28714928992034 | |
| eval_NoAns_f1 = 83.28714928992034 | |
| eval_NoAns_total = 5774 | |
| eval_best_exact = 87.56494631104954 | |
| eval_best_exact_thresh = -5.70703125 | |
| eval_best_f1 = 90.1712271871601 | |
| eval_best_f1_thresh = -5.6875 | |
| eval_exact = 83.38240387945964 | |
| eval_f1 = 86.13106388089054 | |
| eval_runtime = 118.9527 | |
| eval_samples_per_second = 117.055 | |
| eval_steps_per_second = 0.916 | |
| eval_total = 11548 | |
| ***** Eval results ***** | |
| 2021-12-14 13:22:43.923006epoch = 6.0 | |
| eval_HasAns_exact = 83.46033945271908 | |
| eval_HasAns_f1 = 89.05328761170561 | |
| eval_HasAns_total = 5774 | |
| eval_NoAns_exact = 82.05749913404918 | |
| eval_NoAns_f1 = 82.05749913404918 | |
| eval_NoAns_total = 5774 | |
| eval_best_exact = 87.53030827848978 | |
| eval_best_exact_thresh = -6.7421875 | |
| eval_best_f1 = 90.18823628334343 | |
| eval_best_f1_thresh = -5.328125 | |
| eval_exact = 82.75891929338414 | |
| eval_f1 = 85.55539337287718 | |
| eval_runtime = 118.456 | |
| eval_samples_per_second = 117.546 | |
| eval_steps_per_second = 0.92 | |
| eval_total = 11548 | |
| ***** Eval results ***** | |
| 2021-12-14 15:41:40.429066epoch = 7.0 | |
| eval_HasAns_exact = 83.47765846899897 | |
| eval_HasAns_f1 = 88.97497847186122 | |
| eval_HasAns_total = 5774 | |
| eval_NoAns_exact = 83.28714928992034 | |
| eval_NoAns_f1 = 83.28714928992034 | |
| eval_NoAns_total = 5774 | |
| eval_best_exact = 87.56494631104954 | |
| eval_best_exact_thresh = -5.70703125 | |
| eval_best_f1 = 90.1712271871601 | |
| eval_best_f1_thresh = -5.6875 | |
| eval_exact = 83.38240387945964 | |
| eval_f1 = 86.13106388089054 | |
| eval_runtime = 116.1628 | |
| eval_samples_per_second = 119.866 | |
| eval_steps_per_second = 0.938 | |
| eval_total = 11548 | |
| ***** Eval results ***** | |
| 2021-12-14 18:00:18.739183epoch = 8.0 | |
| eval_HasAns_exact = 83.80671977831659 | |
| eval_HasAns_f1 = 89.25279748539205 | |
| eval_HasAns_total = 5774 | |
| eval_NoAns_exact = 82.35192241080706 | |
| eval_NoAns_f1 = 82.35192241080706 | |
| eval_NoAns_total = 5774 | |
| eval_best_exact = 87.7641149982681 | |
| eval_best_exact_thresh = -5.828125 | |
| eval_best_f1 = 90.35660938760992 | |
| eval_best_f1_thresh = -5.828125 | |
| eval_exact = 83.07932109456183 | |
| eval_f1 = 85.8023599480993 | |
| eval_runtime = 114.8772 | |
| eval_samples_per_second = 121.208 | |
| eval_steps_per_second = 0.949 | |
| eval_total = 11548 | |
| ***** Eval results ***** | |
| 2021-12-14 20:19:11.241603epoch = 9.0 | |
| eval_HasAns_exact = 83.70280568063734 | |
| eval_HasAns_f1 = 89.21377471775827 | |
| eval_HasAns_total = 5774 | |
| eval_NoAns_exact = 82.38656044336682 | |
| eval_NoAns_f1 = 82.38656044336682 | |
| eval_NoAns_total = 5774 | |
| eval_best_exact = 87.85936958780741 | |
| eval_best_exact_thresh = -6.28515625 | |
| eval_best_f1 = 90.4998967568238 | |
| eval_best_f1_thresh = -5.98046875 | |
| eval_exact = 83.04468306200208 | |
| eval_f1 = 85.80016758056232 | |
| eval_runtime = 114.8108 | |
| eval_samples_per_second = 121.278 | |
| eval_steps_per_second = 0.949 | |
| eval_total = 11548 | |
| ***** Eval results ***** | |
| 2021-12-14 22:37:47.534128epoch = 10.0 | |
| eval_HasAns_exact = 83.65084863179771 | |
| eval_HasAns_f1 = 89.1463632488054 | |
| eval_HasAns_total = 5774 | |
| eval_NoAns_exact = 82.99272601316245 | |
| eval_NoAns_f1 = 82.99272601316245 | |
| eval_NoAns_total = 5774 | |
| eval_best_exact = 87.81607204710772 | |
| eval_best_exact_thresh = -6.37890625 | |
| eval_best_f1 = 90.44887200606756 | |
| eval_best_f1_thresh = -6.046875 | |
| eval_exact = 83.32178732248008 | |
| eval_f1 = 86.0695446309837 | |
| eval_runtime = 116.3261 | |
| eval_samples_per_second = 119.698 | |
| eval_steps_per_second = 0.937 | |
| eval_total = 11548 | |