all_results.json

{
    "epoch": 100.0,
    "eval_LOCATION_f1": 0.9389671361502346,
    "eval_LOCATION_number": 103,
    "eval_LOCATION_precision": 0.9090909090909091,
    "eval_LOCATION_recall": 0.970873786407767,
    "eval_ORGANIZATION_f1": 0.9171597633136095,
    "eval_ORGANIZATION_number": 171,
    "eval_ORGANIZATION_precision": 0.9281437125748503,
    "eval_ORGANIZATION_recall": 0.9064327485380117,
    "eval_PERSON_f1": 0.9770992366412213,
    "eval_PERSON_number": 131,
    "eval_PERSON_precision": 0.9770992366412213,
    "eval_PERSON_recall": 0.9770992366412213,
    "eval_loss": 0.06436590105295181,
    "eval_overall_accuracy": 0.987848660590997,
    "eval_overall_f1": 0.9421894218942188,
    "eval_overall_precision": 0.9387254901960784,
    "eval_overall_recall": 0.945679012345679,
    "eval_runtime": 0.2975,
    "eval_samples": 170,
    "eval_samples_per_second": 571.442,
    "eval_steps_per_second": 10.084,
    "predict_LOCATION_f1": 0.9980506822612086,
    "predict_LOCATION_number": 256,
    "predict_LOCATION_precision": 0.9961089494163424,
    "predict_LOCATION_recall": 1.0,
    "predict_ORGANIZATION_f1": 0.9972602739726028,
    "predict_ORGANIZATION_number": 365,
    "predict_ORGANIZATION_precision": 0.9972602739726028,
    "predict_ORGANIZATION_recall": 0.9972602739726028,
    "predict_PERSON_f1": 0.9956458635703919,
    "predict_PERSON_number": 344,
    "predict_PERSON_precision": 0.9942028985507246,
    "predict_PERSON_recall": 0.997093023255814,
    "predict_loss": 0.004666473716497421,
    "predict_overall_accuracy": 0.9994526546250684,
    "predict_overall_f1": 0.9968944099378882,
    "predict_overall_precision": 0.9958634953464323,
    "predict_overall_recall": 0.9979274611398964,
    "predict_runtime": 0.8055,
    "predict_samples_per_second": 528.851,
    "predict_steps_per_second": 8.69,
    "train_loss": 0.03098656691610813,
    "train_runtime": 869.7405,
    "train_samples": 1531,
    "train_samples_per_second": 176.03,
    "train_steps_per_second": 11.038
}