File size: 3,001 Bytes
7cb9ec2 59470e3 7cb9ec2 59470e3 7cb9ec2 59470e3 7cb9ec2 59470e3 7cb9ec2 59470e3 7cb9ec2 59470e3 7cb9ec2 59470e3 7cb9ec2 |
1 2 3 4 5 6 7 8 9 10 11 12 13 14 15 16 17 18 19 20 21 22 23 24 25 26 27 28 29 30 31 32 33 34 35 36 37 38 39 40 41 42 43 44 45 46 47 48 49 50 51 52 53 54 55 56 57 58 59 60 61 62 63 64 65 66 67 68 69 70 71 72 73 |
{
"epoch": 100.0,
"eval_LOCATION_f1": 0.7792207792207793,
"eval_LOCATION_number": 72,
"eval_LOCATION_precision": 0.7317073170731707,
"eval_LOCATION_recall": 0.8333333333333334,
"eval_ORGANIZATION_f1": 0.7692307692307693,
"eval_ORGANIZATION_number": 75,
"eval_ORGANIZATION_precision": 0.6914893617021277,
"eval_ORGANIZATION_recall": 0.8666666666666667,
"eval_PERSON_f1": 0.8903654485049833,
"eval_PERSON_number": 143,
"eval_PERSON_precision": 0.8481012658227848,
"eval_PERSON_recall": 0.9370629370629371,
"eval_QUANTITY_f1": 0.5925925925925926,
"eval_QUANTITY_number": 23,
"eval_QUANTITY_precision": 0.5161290322580645,
"eval_QUANTITY_recall": 0.6956521739130435,
"eval_TIME_f1": 0.8,
"eval_TIME_number": 26,
"eval_TIME_precision": 0.7586206896551724,
"eval_TIME_recall": 0.8461538461538461,
"eval_accuracy": 0.9444583437578183,
"eval_f1": 0.7483355525965381,
"eval_loss": 0.13735896348953247,
"eval_overall_accuracy": 0.9577182887165374,
"eval_overall_f1": 0.8103683492496591,
"eval_overall_precision": 0.7538071065989848,
"eval_overall_recall": 0.8761061946902655,
"eval_precision": 0.6820388349514563,
"eval_recall": 0.8289085545722714,
"eval_runtime": 0.9007,
"eval_samples": 187,
"eval_samples_per_second": 207.624,
"eval_steps_per_second": 3.331,
"predict_LOCATION_f1": 0.8517647058823529,
"predict_LOCATION_number": 207,
"predict_LOCATION_precision": 0.8302752293577982,
"predict_LOCATION_recall": 0.8743961352657005,
"predict_ORGANIZATION_f1": 0.7757255936675461,
"predict_ORGANIZATION_number": 172,
"predict_ORGANIZATION_precision": 0.7101449275362319,
"predict_ORGANIZATION_recall": 0.8546511627906976,
"predict_PERSON_f1": 0.9115191986644408,
"predict_PERSON_number": 290,
"predict_PERSON_precision": 0.883495145631068,
"predict_PERSON_recall": 0.9413793103448276,
"predict_QUANTITY_f1": 0.8212560386473431,
"predict_QUANTITY_number": 100,
"predict_QUANTITY_precision": 0.794392523364486,
"predict_QUANTITY_recall": 0.85,
"predict_TIME_f1": 0.8862275449101796,
"predict_TIME_number": 82,
"predict_TIME_precision": 0.8705882352941177,
"predict_TIME_recall": 0.9024390243902439,
"predict_accuracy": 0.9427480916030534,
"predict_f1": 0.7156756756756757,
"predict_loss": 0.08230067044496536,
"predict_overall_accuracy": 0.9737717752984929,
"predict_overall_f1": 0.855374226223973,
"predict_overall_precision": 0.8207343412526998,
"predict_overall_recall": 0.8930669800235017,
"predict_precision": 0.6626626626626627,
"predict_recall": 0.7779083431257344,
"predict_runtime": 2.0014,
"predict_samples_per_second": 234.34,
"predict_steps_per_second": 3.997,
"train_loss": 0.14866713703803297,
"train_runtime": 1220.9124,
"train_samples": 1687,
"train_samples_per_second": 138.175,
"train_steps_per_second": 8.682
} |