bert-base-cased-ner-conll2003 / all_results.json
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{
"epoch": 3.0,
"eval_accuracy": 0.9910634321093416,
"eval_f1": 0.9481531116508919,
"eval_loss": 0.035500798374414444,
"eval_precision": 0.9438052359513089,
"eval_recall": 0.9525412319084483,
"eval_runtime": 7.8181,
"eval_samples": 3251,
"eval_samples_per_second": 415.831,
"eval_steps_per_second": 13.047,
"predict_accuracy": 0.9829439000753741,
"predict_f1": 0.9140748550342646,
"predict_loss": 0.1139531284570694,
"predict_precision": 0.9072200906871294,
"predict_recall": 0.9210339943342776,
"predict_runtime": 8.251,
"predict_samples_per_second": 418.615,
"predict_steps_per_second": 13.089,
"train_loss": 0.09003285648429946,
"train_runtime": 223.9348,
"train_samples": 14042,
"train_samples_per_second": 188.117,
"train_steps_per_second": 5.881
}