***** Eval results *****
2021-12-12 21:12:37.890289epoch = 1.0
eval_accuracy = 0.8203820741166331
eval_f1 = 0.8077189205812255
eval_precision = 0.9984793765443832
eval_recall = 0.6781564678543764
eval_runtime = 42.7227
eval_samples_per_second = 325.916
eval_steps_per_second = 2.551

***** Eval results *****
2021-12-12 23:28:45.590890epoch = 2.0
eval_accuracy = 0.8600976730824476
eval_f1 = 0.8564903491969942
eval_precision = 0.9974262182566919
eval_recall = 0.7504518461141234
eval_runtime = 42.3508
eval_samples_per_second = 328.778
eval_steps_per_second = 2.574

***** Eval results *****
2021-12-13 01:44:34.885534epoch = 3.0
eval_accuracy = 0.8674231542660155
eval_f1 = 0.8648806909676475
eval_precision = 0.9986477349560514
eval_recall = 0.7627162406403305
eval_runtime = 42.1874
eval_samples_per_second = 330.051
eval_steps_per_second = 2.584

***** Eval results *****
2021-12-13 04:00:56.934254epoch = 4.0
eval_accuracy = 0.8666331513932778
eval_f1 = 0.863926137612662
eval_precision = 0.9989832231825114
eval_recall = 0.7610379550735864
eval_runtime = 42.3225
eval_samples_per_second = 328.997
eval_steps_per_second = 2.575

***** Eval results *****
2021-12-13 06:17:31.338637epoch = 5.0
eval_accuracy = 0.8835104854926745
eval_f1 = 0.8833093525179856
eval_precision = 0.9975625609359766
eval_recall = 0.7925380841724761
eval_runtime = 42.2236
eval_samples_per_second = 329.768
eval_steps_per_second = 2.581

***** Eval results *****
2021-12-13 07:34:04.638428epoch = 5.0
eval_accuracy = 0.8944987072680264
eval_f1 = 0.8956453789870001
eval_precision = 0.995735270889275
eval_recall = 0.8138394009811516
eval_runtime = 42.8332
eval_samples_per_second = 325.075
eval_steps_per_second = 2.545

***** Eval results *****
2021-12-13 09:50:46.106294epoch = 6.0
eval_accuracy = 0.8763286411950589
eval_f1 = 0.8751269035532994
eval_precision = 0.9983454665784249
eval_recall = 0.7789827007487735
eval_runtime = 42.238
eval_samples_per_second = 329.656
eval_steps_per_second = 2.581

***** Eval results *****
2021-12-13 12:07:28.293671epoch = 7.0
eval_accuracy = 0.8899741453605285
eval_f1 = 0.8905088622069754
eval_precision = 0.9974383605507525
eval_recall = 0.804286083139685
eval_runtime = 42.3884
eval_samples_per_second = 328.486
eval_steps_per_second = 2.571

***** Eval results *****
2021-12-13 14:23:56.949542epoch = 8.0
eval_accuracy = 0.8922723355357656
eval_f1 = 0.8930862437633643
eval_precision = 0.9969764481222152
eval_recall = 0.8088045442809192
eval_runtime = 42.4362
eval_samples_per_second = 328.116
eval_steps_per_second = 2.569

***** Eval results *****
2021-12-13 16:40:39.359297epoch = 9.0
eval_accuracy = 0.8939959781671933
eval_f1 = 0.8949914627205464
eval_precision = 0.9968304278922345
eval_recall = 0.8120320165246578
eval_runtime = 43.4109
eval_samples_per_second = 320.749
eval_steps_per_second = 2.511

***** Eval results *****
2021-12-13 18:57:26.193522epoch = 10.0
eval_accuracy = 0.8951450732548119
eval_f1 = 0.8962626119084837
eval_precision = 0.9966814159292036
eval_recall = 0.8142266976504002
eval_runtime = 42.8188
eval_samples_per_second = 325.185
eval_steps_per_second = 2.546