File size: 3,659 Bytes
d5ae0f6
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
170
171
172
173
174
175
176
177
{
  "best_metric": 0.16926079988479614,
  "best_model_checkpoint": "./checkpoint-2000",
  "epoch": 28.97666068222621,
  "global_step": 2000,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.45,
      "learning_rate": 1.0202e-05,
      "loss": 6.1347,
      "step": 100
    },
    {
      "epoch": 2.89,
      "learning_rate": 2.0102e-05,
      "loss": 3.041,
      "step": 200
    },
    {
      "epoch": 4.34,
      "learning_rate": 3.0002000000000002e-05,
      "loss": 1.8943,
      "step": 300
    },
    {
      "epoch": 5.79,
      "learning_rate": 3.9902e-05,
      "loss": 1.473,
      "step": 400
    },
    {
      "epoch": 7.24,
      "learning_rate": 4.9802e-05,
      "loss": 1.255,
      "step": 500
    },
    {
      "epoch": 7.24,
      "eval_cer": 0.07577137076378351,
      "eval_loss": 0.29775065183639526,
      "eval_runtime": 14.4182,
      "eval_samples_per_second": 23.234,
      "eval_steps_per_second": 0.416,
      "eval_wer": 0.42935206869633097,
      "step": 500
    },
    {
      "epoch": 8.69,
      "learning_rate": 5e-05,
      "loss": 1.1289,
      "step": 600
    },
    {
      "epoch": 10.14,
      "learning_rate": 5e-05,
      "loss": 1.0964,
      "step": 700
    },
    {
      "epoch": 11.59,
      "learning_rate": 5e-05,
      "loss": 1.0491,
      "step": 800
    },
    {
      "epoch": 13.04,
      "learning_rate": 5e-05,
      "loss": 1.0342,
      "step": 900
    },
    {
      "epoch": 14.49,
      "learning_rate": 5e-05,
      "loss": 1.0058,
      "step": 1000
    },
    {
      "epoch": 14.49,
      "eval_cer": 0.04825493171471927,
      "eval_loss": 0.18830506503582,
      "eval_runtime": 13.5348,
      "eval_samples_per_second": 24.751,
      "eval_steps_per_second": 0.443,
      "eval_wer": 0.28376268540202965,
      "step": 1000
    },
    {
      "epoch": 15.93,
      "learning_rate": 5e-05,
      "loss": 0.9735,
      "step": 1100
    },
    {
      "epoch": 17.39,
      "learning_rate": 5e-05,
      "loss": 0.9772,
      "step": 1200
    },
    {
      "epoch": 18.83,
      "learning_rate": 5e-05,
      "loss": 0.9625,
      "step": 1300
    },
    {
      "epoch": 20.29,
      "learning_rate": 5e-05,
      "loss": 0.9492,
      "step": 1400
    },
    {
      "epoch": 21.73,
      "learning_rate": 5e-05,
      "loss": 0.9371,
      "step": 1500
    },
    {
      "epoch": 21.73,
      "eval_cer": 0.045725847243297923,
      "eval_loss": 0.1812673956155777,
      "eval_runtime": 13.3792,
      "eval_samples_per_second": 25.039,
      "eval_steps_per_second": 0.448,
      "eval_wer": 0.26268540202966434,
      "step": 1500
    },
    {
      "epoch": 23.19,
      "learning_rate": 5e-05,
      "loss": 0.9325,
      "step": 1600
    },
    {
      "epoch": 24.63,
      "learning_rate": 5e-05,
      "loss": 0.9169,
      "step": 1700
    },
    {
      "epoch": 26.09,
      "learning_rate": 5e-05,
      "loss": 0.9168,
      "step": 1800
    },
    {
      "epoch": 27.53,
      "learning_rate": 5e-05,
      "loss": 0.9111,
      "step": 1900
    },
    {
      "epoch": 28.98,
      "learning_rate": 5e-05,
      "loss": 0.8999,
      "step": 2000
    },
    {
      "epoch": 28.98,
      "eval_cer": 0.042943854324734444,
      "eval_loss": 0.16926079988479614,
      "eval_runtime": 13.6397,
      "eval_samples_per_second": 24.561,
      "eval_steps_per_second": 0.44,
      "eval_wer": 0.2373145979703357,
      "step": 2000
    }
  ],
  "max_steps": 5000,
  "num_train_epochs": 73,
  "total_flos": 1.8112953812816295e+20,
  "trial_name": null,
  "trial_params": null
}