File size: 3,823 Bytes
9aefa35
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 2.5022341376228776,
  "eval_steps": 200,
  "global_step": 1400,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.18,
      "learning_rate": 2.0000000000000003e-06,
      "loss": 2.9598,
      "step": 100
    },
    {
      "epoch": 0.36,
      "learning_rate": 4.000000000000001e-06,
      "loss": 2.3436,
      "step": 200
    },
    {
      "epoch": 0.36,
      "eval_loss": 1.8791261911392212,
      "eval_runtime": 1327.8534,
      "eval_samples_per_second": 0.753,
      "eval_steps_per_second": 0.047,
      "eval_wer": 0.8870904221802143,
      "step": 200
    },
    {
      "epoch": 0.54,
      "learning_rate": 6e-06,
      "loss": 1.5788,
      "step": 300
    },
    {
      "epoch": 0.71,
      "learning_rate": 8.000000000000001e-06,
      "loss": 1.1682,
      "step": 400
    },
    {
      "epoch": 0.71,
      "eval_loss": 1.0307379961013794,
      "eval_runtime": 1238.5009,
      "eval_samples_per_second": 0.807,
      "eval_steps_per_second": 0.051,
      "eval_wer": 0.5047652804032766,
      "step": 400
    },
    {
      "epoch": 0.89,
      "learning_rate": 1e-05,
      "loss": 0.9354,
      "step": 500
    },
    {
      "epoch": 1.07,
      "learning_rate": 9.987820251299121e-06,
      "loss": 0.7321,
      "step": 600
    },
    {
      "epoch": 1.07,
      "eval_loss": 0.6299881935119629,
      "eval_runtime": 830.7332,
      "eval_samples_per_second": 1.204,
      "eval_steps_per_second": 0.076,
      "eval_wer": 0.36645400126023947,
      "step": 600
    },
    {
      "epoch": 1.25,
      "learning_rate": 9.951340343707852e-06,
      "loss": 0.5397,
      "step": 700
    },
    {
      "epoch": 1.43,
      "learning_rate": 9.890738003669029e-06,
      "loss": 0.4564,
      "step": 800
    },
    {
      "epoch": 1.43,
      "eval_loss": 0.438092440366745,
      "eval_runtime": 723.2192,
      "eval_samples_per_second": 1.383,
      "eval_steps_per_second": 0.087,
      "eval_wer": 0.35148865784499056,
      "step": 800
    },
    {
      "epoch": 1.61,
      "learning_rate": 9.806308479691595e-06,
      "loss": 0.4291,
      "step": 900
    },
    {
      "epoch": 1.79,
      "learning_rate": 9.698463103929542e-06,
      "loss": 0.4095,
      "step": 1000
    },
    {
      "epoch": 1.79,
      "eval_loss": 0.40272918343544006,
      "eval_runtime": 636.5063,
      "eval_samples_per_second": 1.571,
      "eval_steps_per_second": 0.099,
      "eval_wer": 0.33297889098928796,
      "step": 1000
    },
    {
      "epoch": 1.97,
      "learning_rate": 9.567727288213005e-06,
      "loss": 0.3992,
      "step": 1100
    },
    {
      "epoch": 2.14,
      "learning_rate": 9.414737964294636e-06,
      "loss": 0.3813,
      "step": 1200
    },
    {
      "epoch": 2.14,
      "eval_loss": 0.3847169280052185,
      "eval_runtime": 616.7138,
      "eval_samples_per_second": 1.621,
      "eval_steps_per_second": 0.102,
      "eval_wer": 0.3359719596723377,
      "step": 1200
    },
    {
      "epoch": 2.32,
      "learning_rate": 9.24024048078213e-06,
      "loss": 0.3711,
      "step": 1300
    },
    {
      "epoch": 2.5,
      "learning_rate": 9.045084971874738e-06,
      "loss": 0.3667,
      "step": 1400
    },
    {
      "epoch": 2.5,
      "eval_loss": 0.37336310744285583,
      "eval_runtime": 614.3217,
      "eval_samples_per_second": 1.628,
      "eval_steps_per_second": 0.103,
      "eval_wer": 0.33916194076874606,
      "step": 1400
    }
  ],
  "logging_steps": 100,
  "max_steps": 5000,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 9,
  "save_steps": 200,
  "total_flos": 5.220858048233472e+19,
  "train_batch_size": 32,
  "trial_name": null,
  "trial_params": null
}