File size: 3,444 Bytes
ddffc24
 
 
11dc8e2
 
ddffc24
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
3a33c5c
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
52e635e
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
b7638f4
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
209577f
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
7bf27c5
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
3b92e48
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
11dc8e2
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
ddffc24
 
 
 
11dc8e2
ddffc24
 
 
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
132
133
134
135
136
137
138
139
140
141
142
143
144
145
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 200.0,
  "global_step": 51600,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 25.0,
      "learning_rate": 9.475479396164832e-05,
      "loss": 27.7884,
      "step": 6450
    },
    {
      "epoch": 25.0,
      "eval_cer": 0.9939393939393939,
      "eval_loss": 3.886181116104126,
      "eval_runtime": 7.6119,
      "eval_samples_per_second": 27.588,
      "eval_steps_per_second": 3.547,
      "eval_wer": 1.0,
      "step": 6450
    },
    {
      "epoch": 50.0,
      "learning_rate": 8.422847817217463e-05,
      "loss": 2.6676,
      "step": 12900
    },
    {
      "epoch": 50.0,
      "eval_cer": 0.9238095238095239,
      "eval_loss": 3.842160224914551,
      "eval_runtime": 7.6611,
      "eval_samples_per_second": 27.411,
      "eval_steps_per_second": 3.524,
      "eval_wer": 1.0,
      "step": 12900
    },
    {
      "epoch": 75.0,
      "learning_rate": 7.370379436964505e-05,
      "loss": 2.3606,
      "step": 19350
    },
    {
      "epoch": 75.0,
      "eval_cer": 0.8813852813852814,
      "eval_loss": 3.7868971824645996,
      "eval_runtime": 7.5871,
      "eval_samples_per_second": 27.678,
      "eval_steps_per_second": 3.559,
      "eval_wer": 1.0,
      "step": 19350
    },
    {
      "epoch": 100.0,
      "learning_rate": 6.318074255405957e-05,
      "loss": 2.2401,
      "step": 25800
    },
    {
      "epoch": 100.0,
      "eval_cer": 0.8701298701298701,
      "eval_loss": 3.7943010330200195,
      "eval_runtime": 7.6629,
      "eval_samples_per_second": 27.405,
      "eval_steps_per_second": 3.523,
      "eval_wer": 1.0,
      "step": 25800
    },
    {
      "epoch": 125.0,
      "learning_rate": 5.2657690738474096e-05,
      "loss": 2.1734,
      "step": 32250
    },
    {
      "epoch": 125.0,
      "eval_cer": 0.8528138528138528,
      "eval_loss": 3.783539056777954,
      "eval_runtime": 7.5808,
      "eval_samples_per_second": 27.702,
      "eval_steps_per_second": 3.562,
      "eval_wer": 1.0,
      "step": 32250
    },
    {
      "epoch": 150.0,
      "learning_rate": 4.213790289677683e-05,
      "loss": 2.1344,
      "step": 38700
    },
    {
      "epoch": 150.0,
      "eval_cer": 0.8502164502164502,
      "eval_loss": 3.778026819229126,
      "eval_runtime": 7.5814,
      "eval_samples_per_second": 27.699,
      "eval_steps_per_second": 3.561,
      "eval_wer": 1.0,
      "step": 38700
    },
    {
      "epoch": 175.0,
      "learning_rate": 3.1614851081191354e-05,
      "loss": 2.1088,
      "step": 45150
    },
    {
      "epoch": 175.0,
      "eval_cer": 0.8424242424242424,
      "eval_loss": 3.7703933715820312,
      "eval_runtime": 7.591,
      "eval_samples_per_second": 27.664,
      "eval_steps_per_second": 3.557,
      "eval_wer": 1.0,
      "step": 45150
    },
    {
      "epoch": 200.0,
      "learning_rate": 2.109343125254998e-05,
      "loss": 2.0884,
      "step": 51600
    },
    {
      "epoch": 200.0,
      "eval_cer": 0.8398268398268398,
      "eval_loss": 3.760558605194092,
      "eval_runtime": 7.5804,
      "eval_samples_per_second": 27.703,
      "eval_steps_per_second": 3.562,
      "eval_wer": 1.0,
      "step": 51600
    }
  ],
  "max_steps": 64500,
  "num_train_epochs": 250,
  "total_flos": 5.1534348266634125e+19,
  "trial_name": null,
  "trial_params": null
}