File size: 2,875 Bytes
27caf1a
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 24.137931034482758,
  "global_step": 3500,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 3.45,
      "learning_rate": 4.97e-05,
      "loss": 3.8466,
      "step": 500
    },
    {
      "epoch": 3.45,
      "eval_loss": 2.4666473865509033,
      "eval_runtime": 66.0325,
      "eval_samples_per_second": 25.442,
      "eval_steps_per_second": 3.18,
      "eval_wer": 1.0,
      "step": 500
    },
    {
      "epoch": 6.9,
      "learning_rate": 9.970000000000001e-05,
      "loss": 0.9403,
      "step": 1000
    },
    {
      "epoch": 6.9,
      "eval_loss": 0.4411664605140686,
      "eval_runtime": 66.1692,
      "eval_samples_per_second": 25.389,
      "eval_steps_per_second": 3.174,
      "eval_wer": 0.39928330232237613,
      "step": 1000
    },
    {
      "epoch": 10.34,
      "learning_rate": 8.516417910447761e-05,
      "loss": 0.2824,
      "step": 1500
    },
    {
      "epoch": 10.34,
      "eval_loss": 0.3629843592643738,
      "eval_runtime": 65.8604,
      "eval_samples_per_second": 25.508,
      "eval_steps_per_second": 3.189,
      "eval_wer": 0.3318172420922059,
      "step": 1500
    },
    {
      "epoch": 13.79,
      "learning_rate": 7.023880597014926e-05,
      "loss": 0.1639,
      "step": 2000
    },
    {
      "epoch": 13.79,
      "eval_loss": 0.3536781072616577,
      "eval_runtime": 65.6765,
      "eval_samples_per_second": 25.58,
      "eval_steps_per_second": 3.197,
      "eval_wer": 0.3030115085107849,
      "step": 2000
    },
    {
      "epoch": 17.24,
      "learning_rate": 5.53134328358209e-05,
      "loss": 0.1251,
      "step": 2500
    },
    {
      "epoch": 17.24,
      "eval_loss": 0.39447325468063354,
      "eval_runtime": 66.1834,
      "eval_samples_per_second": 25.384,
      "eval_steps_per_second": 3.173,
      "eval_wer": 0.2973606229756736,
      "step": 2500
    },
    {
      "epoch": 20.69,
      "learning_rate": 4.0388059701492536e-05,
      "loss": 0.1075,
      "step": 3000
    },
    {
      "epoch": 20.69,
      "eval_loss": 0.3765473961830139,
      "eval_runtime": 66.4767,
      "eval_samples_per_second": 25.272,
      "eval_steps_per_second": 3.159,
      "eval_wer": 0.29370822134932123,
      "step": 3000
    },
    {
      "epoch": 24.14,
      "learning_rate": 2.546268656716418e-05,
      "loss": 0.0831,
      "step": 3500
    },
    {
      "epoch": 24.14,
      "eval_loss": 0.3624289631843567,
      "eval_runtime": 66.6948,
      "eval_samples_per_second": 25.189,
      "eval_steps_per_second": 3.149,
      "eval_wer": 0.2816484046585349,
      "step": 3500
    }
  ],
  "max_steps": 4350,
  "num_train_epochs": 30,
  "total_flos": 3.2107549243060224e+18,
  "trial_name": null,
  "trial_params": null
}