File size: 2,649 Bytes
2ab4faa
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
    "epoch": 100.0,
    "eval_LOCATION_f1": 0.8513513513513514,
    "eval_LOCATION_number": 69,
    "eval_LOCATION_precision": 0.7974683544303798,
    "eval_LOCATION_recall": 0.9130434782608695,
    "eval_ORGANIZATION_f1": 0.7096774193548386,
    "eval_ORGANIZATION_number": 58,
    "eval_ORGANIZATION_precision": 0.6666666666666666,
    "eval_ORGANIZATION_recall": 0.7586206896551724,
    "eval_PERSON_f1": 0.8846153846153847,
    "eval_PERSON_number": 152,
    "eval_PERSON_precision": 0.8625,
    "eval_PERSON_recall": 0.9078947368421053,
    "eval_QUANTITY_f1": 0.7936507936507938,
    "eval_QUANTITY_number": 30,
    "eval_QUANTITY_precision": 0.7575757575757576,
    "eval_QUANTITY_recall": 0.8333333333333334,
    "eval_TIME_f1": 0.8813559322033899,
    "eval_TIME_number": 29,
    "eval_TIME_precision": 0.8666666666666667,
    "eval_TIME_recall": 0.896551724137931,
    "eval_loss": 0.24319376051425934,
    "eval_overall_accuracy": 0.9610755441741358,
    "eval_overall_f1": 0.8385269121813032,
    "eval_overall_precision": 0.8043478260869565,
    "eval_overall_recall": 0.8757396449704142,
    "eval_runtime": 0.8802,
    "eval_samples": 187,
    "eval_samples_per_second": 212.461,
    "eval_steps_per_second": 3.408,
    "predict_LOCATION_f1": 0.9870801033591732,
    "predict_LOCATION_number": 193,
    "predict_LOCATION_precision": 0.9845360824742269,
    "predict_LOCATION_recall": 0.9896373056994818,
    "predict_ORGANIZATION_f1": 0.9540816326530611,
    "predict_ORGANIZATION_number": 193,
    "predict_ORGANIZATION_precision": 0.9396984924623115,
    "predict_ORGANIZATION_recall": 0.9689119170984456,
    "predict_PERSON_f1": 0.9808917197452229,
    "predict_PERSON_number": 313,
    "predict_PERSON_precision": 0.9777777777777777,
    "predict_PERSON_recall": 0.9840255591054313,
    "predict_QUANTITY_f1": 0.9732620320855614,
    "predict_QUANTITY_number": 92,
    "predict_QUANTITY_precision": 0.9578947368421052,
    "predict_QUANTITY_recall": 0.9891304347826086,
    "predict_TIME_f1": 1.0,
    "predict_TIME_number": 78,
    "predict_TIME_precision": 1.0,
    "predict_TIME_recall": 1.0,
    "predict_loss": 0.028664378449320793,
    "predict_overall_accuracy": 0.9948717948717949,
    "predict_overall_f1": 0.9771428571428571,
    "predict_overall_precision": 0.9704880817253121,
    "predict_overall_recall": 0.9838895281933256,
    "predict_runtime": 2.154,
    "predict_samples_per_second": 217.275,
    "predict_steps_per_second": 3.714,
    "train_loss": 0.05464491794694145,
    "train_runtime": 1550.8875,
    "train_samples": 1687,
    "train_samples_per_second": 108.776,
    "train_steps_per_second": 6.835
}