File size: 3,132 Bytes
eee07e6
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 8.0,
  "global_step": 3504,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.14,
      "learning_rate": 0.0002574486301369863,
      "loss": 3.1277,
      "step": 500
    },
    {
      "epoch": 1.14,
      "eval_loss": 2.02591609954834,
      "eval_runtime": 179.7935,
      "eval_samples_per_second": 19.467,
      "eval_steps_per_second": 2.436,
      "eval_wer": 0.9999398659009592,
      "step": 500
    },
    {
      "epoch": 2.28,
      "learning_rate": 0.0002146404109589041,
      "loss": 1.4111,
      "step": 1000
    },
    {
      "epoch": 2.28,
      "eval_loss": 1.125086784362793,
      "eval_runtime": 179.8421,
      "eval_samples_per_second": 19.462,
      "eval_steps_per_second": 2.435,
      "eval_wer": 0.889383324814336,
      "step": 1000
    },
    {
      "epoch": 3.42,
      "learning_rate": 0.00017183219178082193,
      "loss": 0.8461,
      "step": 1500
    },
    {
      "epoch": 3.42,
      "eval_loss": 0.8204647302627563,
      "eval_runtime": 183.3614,
      "eval_samples_per_second": 19.088,
      "eval_steps_per_second": 2.389,
      "eval_wer": 0.724375357046213,
      "step": 1500
    },
    {
      "epoch": 4.57,
      "learning_rate": 0.00012902397260273972,
      "loss": 0.5042,
      "step": 2000
    },
    {
      "epoch": 4.57,
      "eval_loss": 0.6116402745246887,
      "eval_runtime": 180.1904,
      "eval_samples_per_second": 19.424,
      "eval_steps_per_second": 2.431,
      "eval_wer": 0.5462882227367029,
      "step": 2000
    },
    {
      "epoch": 5.71,
      "learning_rate": 8.621575342465752e-05,
      "loss": 0.3072,
      "step": 2500
    },
    {
      "epoch": 5.71,
      "eval_loss": 0.5506712198257446,
      "eval_runtime": 180.8043,
      "eval_samples_per_second": 19.358,
      "eval_steps_per_second": 2.423,
      "eval_wer": 0.45055473706365196,
      "step": 2500
    },
    {
      "epoch": 6.85,
      "learning_rate": 4.340753424657534e-05,
      "loss": 0.2181,
      "step": 3000
    },
    {
      "epoch": 6.85,
      "eval_loss": 0.5213309526443481,
      "eval_runtime": 179.0608,
      "eval_samples_per_second": 19.546,
      "eval_steps_per_second": 2.446,
      "eval_wer": 0.4177215189873418,
      "step": 3000
    },
    {
      "epoch": 7.99,
      "learning_rate": 5.993150684931506e-07,
      "loss": 0.1608,
      "step": 3500
    },
    {
      "epoch": 7.99,
      "eval_loss": 0.5160985589027405,
      "eval_runtime": 181.598,
      "eval_samples_per_second": 19.273,
      "eval_steps_per_second": 2.412,
      "eval_wer": 0.40187618389007485,
      "step": 3500
    },
    {
      "epoch": 8.0,
      "step": 3504,
      "total_flos": 7.417092095436165e+18,
      "train_loss": 0.9386324367770865,
      "train_runtime": 4216.4813,
      "train_samples_per_second": 13.281,
      "train_steps_per_second": 0.831
    }
  ],
  "max_steps": 3504,
  "num_train_epochs": 8,
  "total_flos": 7.417092095436165e+18,
  "trial_name": null,
  "trial_params": null
}