File size: 5,233 Bytes
6d78182
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
{
  "best_metric": 58.27250608272506,
  "best_model_checkpoint": "../models/whisper-tiny-ml/checkpoint-2500",
  "epoch": 14.0088,
  "global_step": 5000,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 2.01,
      "learning_rate": 4.980000000000001e-06,
      "loss": 0.655,
      "step": 250
    },
    {
      "epoch": 4.02,
      "learning_rate": 9.960000000000001e-06,
      "loss": 0.5755,
      "step": 500
    },
    {
      "epoch": 4.02,
      "eval_loss": 0.424064040184021,
      "eval_runtime": 53.1129,
      "eval_samples_per_second": 1.883,
      "eval_steps_per_second": 0.132,
      "eval_wer": 81.26520681265207,
      "step": 500
    },
    {
      "epoch": 7.0,
      "learning_rate": 9.44888888888889e-06,
      "loss": 0.4823,
      "step": 750
    },
    {
      "epoch": 9.01,
      "learning_rate": 8.893333333333333e-06,
      "loss": 0.4182,
      "step": 1000
    },
    {
      "epoch": 9.01,
      "eval_loss": 0.32453078031539917,
      "eval_runtime": 52.7039,
      "eval_samples_per_second": 1.897,
      "eval_steps_per_second": 0.133,
      "eval_wer": 72.74939172749392,
      "step": 1000
    },
    {
      "epoch": 12.0,
      "learning_rate": 8.337777777777777e-06,
      "loss": 0.3727,
      "step": 1250
    },
    {
      "epoch": 14.01,
      "learning_rate": 7.782222222222223e-06,
      "loss": 0.3387,
      "step": 1500
    },
    {
      "epoch": 14.01,
      "eval_loss": 0.29141131043434143,
      "eval_runtime": 54.4639,
      "eval_samples_per_second": 1.836,
      "eval_steps_per_second": 0.129,
      "eval_wer": 67.2749391727494,
      "step": 1500
    },
    {
      "epoch": 16.02,
      "learning_rate": 7.226666666666667e-06,
      "loss": 0.313,
      "step": 1750
    },
    {
      "epoch": 19.0,
      "learning_rate": 6.671111111111112e-06,
      "loss": 0.2923,
      "step": 2000
    },
    {
      "epoch": 19.0,
      "eval_loss": 0.2744779586791992,
      "eval_runtime": 52.5277,
      "eval_samples_per_second": 1.904,
      "eval_steps_per_second": 0.133,
      "eval_wer": 60.34063260340633,
      "step": 2000
    },
    {
      "epoch": 21.01,
      "learning_rate": 6.1155555555555555e-06,
      "loss": 0.2721,
      "step": 2250
    },
    {
      "epoch": 24.0,
      "learning_rate": 5.562222222222222e-06,
      "loss": 0.2596,
      "step": 2500
    },
    {
      "epoch": 24.0,
      "eval_loss": 0.2644869089126587,
      "eval_runtime": 52.6704,
      "eval_samples_per_second": 1.899,
      "eval_steps_per_second": 0.133,
      "eval_wer": 58.27250608272506,
      "step": 2500
    },
    {
      "epoch": 26.01,
      "learning_rate": 5.006666666666667e-06,
      "loss": 0.2435,
      "step": 2750
    },
    {
      "epoch": 28.02,
      "learning_rate": 4.451111111111112e-06,
      "loss": 0.2356,
      "step": 3000
    },
    {
      "epoch": 28.02,
      "eval_loss": 0.2628863453865051,
      "eval_runtime": 54.6246,
      "eval_samples_per_second": 1.831,
      "eval_steps_per_second": 0.128,
      "eval_wer": 60.34063260340633,
      "step": 3000
    },
    {
      "epoch": 31.01,
      "learning_rate": 3.895555555555556e-06,
      "loss": 0.2256,
      "step": 3250
    },
    {
      "epoch": 33.01,
      "learning_rate": 3.3400000000000006e-06,
      "loss": 0.2167,
      "step": 3500
    },
    {
      "epoch": 33.01,
      "eval_loss": 0.2646716833114624,
      "eval_runtime": 52.7473,
      "eval_samples_per_second": 1.896,
      "eval_steps_per_second": 0.133,
      "eval_wer": 59.975669099756686,
      "step": 3500
    },
    {
      "epoch": 2.01,
      "learning_rate": 2.784444444444445e-06,
      "loss": 0.2093,
      "step": 3750
    },
    {
      "epoch": 4.02,
      "learning_rate": 2.228888888888889e-06,
      "loss": 0.2039,
      "step": 4000
    },
    {
      "epoch": 4.02,
      "eval_loss": 0.26168888807296753,
      "eval_runtime": 53.365,
      "eval_samples_per_second": 1.874,
      "eval_steps_per_second": 0.131,
      "eval_wer": 58.27250608272506,
      "step": 4000
    },
    {
      "epoch": 7.0,
      "learning_rate": 1.6733333333333335e-06,
      "loss": 0.1966,
      "step": 4250
    },
    {
      "epoch": 9.01,
      "learning_rate": 1.117777777777778e-06,
      "loss": 0.1938,
      "step": 4500
    },
    {
      "epoch": 9.01,
      "eval_loss": 0.2643982768058777,
      "eval_runtime": 52.3168,
      "eval_samples_per_second": 1.911,
      "eval_steps_per_second": 0.134,
      "eval_wer": 58.27250608272506,
      "step": 4500
    },
    {
      "epoch": 12.0,
      "learning_rate": 5.622222222222223e-07,
      "loss": 0.1915,
      "step": 4750
    },
    {
      "epoch": 14.01,
      "learning_rate": 6.666666666666667e-09,
      "loss": 0.1858,
      "step": 5000
    },
    {
      "epoch": 14.01,
      "eval_loss": 0.26355114579200745,
      "eval_runtime": 52.6578,
      "eval_samples_per_second": 1.899,
      "eval_steps_per_second": 0.133,
      "eval_wer": 58.75912408759124,
      "step": 5000
    }
  ],
  "max_steps": 5000,
  "num_train_epochs": 9223372036854775807,
  "total_flos": 8.24040860848128e+18,
  "trial_name": null,
  "trial_params": null
}