File size: 3,326 Bytes
865eabb
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 2.4096385542168672,
  "global_step": 3000,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.0,
      "learning_rate": 0.0,
      "loss": 36.5036,
      "step": 1
    },
    {
      "epoch": 0.4,
      "learning_rate": 4.96e-05,
      "loss": 8.5484,
      "step": 500
    },
    {
      "epoch": 0.4,
      "eval_cer": 1.0,
      "eval_clean_cer": 1.0,
      "eval_loss": 3.6234467029571533,
      "eval_runtime": 384.6662,
      "eval_samples_per_second": 19.9,
      "eval_steps_per_second": 1.245,
      "eval_wer": 1.0,
      "learning_rate": 4.96e-05,
      "step": 500
    },
    {
      "epoch": 0.8,
      "learning_rate": 4.792887029288703e-05,
      "loss": 3.2275,
      "step": 1000
    },
    {
      "epoch": 0.8,
      "eval_cer": 0.7080718890168877,
      "eval_clean_cer": 0.653960461430081,
      "eval_loss": 2.2960469722747803,
      "eval_runtime": 383.0083,
      "eval_samples_per_second": 19.987,
      "eval_steps_per_second": 1.251,
      "eval_wer": 0.9997886281969985,
      "learning_rate": 4.792887029288703e-05,
      "step": 1000
    },
    {
      "epoch": 1.2,
      "learning_rate": 4.5841004184100424e-05,
      "loss": 0.9955,
      "step": 1500
    },
    {
      "epoch": 1.2,
      "eval_cer": 0.43273425819260275,
      "eval_clean_cer": 0.37557605377480335,
      "eval_loss": 1.2224403619766235,
      "eval_runtime": 382.1035,
      "eval_samples_per_second": 20.034,
      "eval_steps_per_second": 1.254,
      "eval_wer": 0.9549127684828382,
      "learning_rate": 4.5841004184100424e-05,
      "step": 1500
    },
    {
      "epoch": 1.61,
      "learning_rate": 4.37489539748954e-05,
      "loss": 0.66,
      "step": 2000
    },
    {
      "epoch": 1.61,
      "eval_cer": 0.36509166891345374,
      "eval_clean_cer": 0.304027973464835,
      "eval_loss": 0.9558963775634766,
      "eval_runtime": 380.573,
      "eval_samples_per_second": 20.114,
      "eval_steps_per_second": 1.259,
      "eval_wer": 0.9231907386631546,
      "learning_rate": 4.37489539748954e-05,
      "step": 2000
    },
    {
      "epoch": 2.01,
      "learning_rate": 4.1665271966527195e-05,
      "loss": 0.546,
      "step": 2500
    },
    {
      "epoch": 2.01,
      "eval_cer": 0.3585320718645065,
      "eval_clean_cer": 0.2825745567688153,
      "eval_loss": 0.920676589012146,
      "eval_runtime": 379.317,
      "eval_samples_per_second": 20.181,
      "eval_steps_per_second": 1.263,
      "eval_wer": 0.948051314570021,
      "learning_rate": 4.1665271966527195e-05,
      "step": 2500
    },
    {
      "epoch": 2.41,
      "learning_rate": 3.957740585774059e-05,
      "loss": 0.4459,
      "step": 3000
    },
    {
      "epoch": 2.41,
      "eval_cer": 0.29398698497512193,
      "eval_clean_cer": 0.23832115181401903,
      "eval_loss": 0.7700594067573547,
      "eval_runtime": 382.0036,
      "eval_samples_per_second": 20.039,
      "eval_steps_per_second": 1.254,
      "eval_wer": 0.869307188267239,
      "learning_rate": 3.957740585774059e-05,
      "step": 3000
    }
  ],
  "max_steps": 12450,
  "num_train_epochs": 10,
  "total_flos": 3.2256636479360102e+19,
  "trial_name": null,
  "trial_params": null
}