File size: 2,710 Bytes
7a21f04
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
    "epoch": 100.0,
    "eval_LOCATION_f1": 0.870748299319728,
    "eval_LOCATION_number": 69,
    "eval_LOCATION_precision": 0.8205128205128205,
    "eval_LOCATION_recall": 0.927536231884058,
    "eval_ORGANIZATION_f1": 0.7343749999999999,
    "eval_ORGANIZATION_number": 58,
    "eval_ORGANIZATION_precision": 0.6714285714285714,
    "eval_ORGANIZATION_recall": 0.8103448275862069,
    "eval_PERSON_f1": 0.8580441640378549,
    "eval_PERSON_number": 152,
    "eval_PERSON_precision": 0.8242424242424242,
    "eval_PERSON_recall": 0.8947368421052632,
    "eval_QUANTITY_f1": 0.7384615384615385,
    "eval_QUANTITY_number": 30,
    "eval_QUANTITY_precision": 0.6857142857142857,
    "eval_QUANTITY_recall": 0.8,
    "eval_TIME_f1": 0.8666666666666666,
    "eval_TIME_number": 29,
    "eval_TIME_precision": 0.8387096774193549,
    "eval_TIME_recall": 0.896551724137931,
    "eval_loss": 0.1596968173980713,
    "eval_overall_accuracy": 0.9638924455825865,
    "eval_overall_f1": 0.8284518828451882,
    "eval_overall_precision": 0.783641160949868,
    "eval_overall_recall": 0.878698224852071,
    "eval_runtime": 0.3147,
    "eval_samples": 187,
    "eval_samples_per_second": 594.297,
    "eval_steps_per_second": 9.534,
    "predict_LOCATION_f1": 0.9538461538461539,
    "predict_LOCATION_number": 193,
    "predict_LOCATION_precision": 0.9441624365482234,
    "predict_LOCATION_recall": 0.9637305699481865,
    "predict_ORGANIZATION_f1": 0.8951406649616369,
    "predict_ORGANIZATION_number": 193,
    "predict_ORGANIZATION_precision": 0.8838383838383839,
    "predict_ORGANIZATION_recall": 0.9067357512953368,
    "predict_PERSON_f1": 0.9511811023622048,
    "predict_PERSON_number": 313,
    "predict_PERSON_precision": 0.937888198757764,
    "predict_PERSON_recall": 0.9648562300319489,
    "predict_QUANTITY_f1": 0.9214659685863874,
    "predict_QUANTITY_number": 92,
    "predict_QUANTITY_precision": 0.8888888888888888,
    "predict_QUANTITY_recall": 0.9565217391304348,
    "predict_TIME_f1": 0.9746835443037976,
    "predict_TIME_number": 78,
    "predict_TIME_precision": 0.9625,
    "predict_TIME_recall": 0.9871794871794872,
    "predict_loss": 0.0393780916929245,
    "predict_overall_accuracy": 0.9896468311562652,
    "predict_overall_f1": 0.9382436260623229,
    "predict_overall_precision": 0.9241071428571429,
    "predict_overall_recall": 0.952819332566168,
    "predict_runtime": 0.7457,
    "predict_samples_per_second": 627.623,
    "predict_steps_per_second": 10.729,
    "total_flos": 4535639530574946.0,
    "train_loss": 0.08503569045156803,
    "train_runtime": 606.7172,
    "train_samples": 1687,
    "train_samples_per_second": 278.054,
    "train_steps_per_second": 17.471
}