File size: 2,410 Bytes
125e87e
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
{
  "best_metric": 0.8968609865470851,
  "best_model_checkpoint": "models/fake-news-bert-base-spanish-wwm-cased/checkpoint-420",
  "epoch": 5.0,
  "global_step": 700,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "learning_rate": 1.6000000000000003e-05,
      "loss": 0.5098,
      "step": 140
    },
    {
      "epoch": 1.0,
      "eval_f1": 0.7340425531914895,
      "eval_loss": 0.49776777625083923,
      "eval_runtime": 7.7757,
      "eval_samples_per_second": 30.865,
      "eval_steps_per_second": 3.858,
      "step": 140
    },
    {
      "epoch": 2.0,
      "learning_rate": 1.2e-05,
      "loss": 0.2473,
      "step": 280
    },
    {
      "epoch": 2.0,
      "eval_f1": 0.8828828828828829,
      "eval_loss": 0.38877564668655396,
      "eval_runtime": 7.9886,
      "eval_samples_per_second": 30.043,
      "eval_steps_per_second": 3.755,
      "step": 280
    },
    {
      "epoch": 3.0,
      "learning_rate": 8.000000000000001e-06,
      "loss": 0.0908,
      "step": 420
    },
    {
      "epoch": 3.0,
      "eval_f1": 0.8968609865470851,
      "eval_loss": 0.44203802943229675,
      "eval_runtime": 7.8011,
      "eval_samples_per_second": 30.765,
      "eval_steps_per_second": 3.846,
      "step": 420
    },
    {
      "epoch": 4.0,
      "learning_rate": 4.000000000000001e-06,
      "loss": 0.0332,
      "step": 560
    },
    {
      "epoch": 4.0,
      "eval_f1": 0.8796296296296298,
      "eval_loss": 0.5603806376457214,
      "eval_runtime": 7.8247,
      "eval_samples_per_second": 30.672,
      "eval_steps_per_second": 3.834,
      "step": 560
    },
    {
      "epoch": 5.0,
      "learning_rate": 0.0,
      "loss": 0.0052,
      "step": 700
    },
    {
      "epoch": 5.0,
      "eval_f1": 0.8956521739130435,
      "eval_loss": 0.5154075622558594,
      "eval_runtime": 7.8067,
      "eval_samples_per_second": 30.743,
      "eval_steps_per_second": 3.843,
      "step": 700
    },
    {
      "epoch": 5.0,
      "step": 700,
      "total_flos": 1473421910016000.0,
      "train_loss": 0.17726608804294042,
      "train_runtime": 592.7547,
      "train_samples_per_second": 9.447,
      "train_steps_per_second": 1.181
    }
  ],
  "max_steps": 700,
  "num_train_epochs": 5,
  "total_flos": 1473421910016000.0,
  "trial_name": null,
  "trial_params": null
}