File size: 5,980 Bytes
c32f5d8
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
267
268
269
270
271
272
273
274
275
276
277
278
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 100.0,
  "global_step": 3300,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 3.03,
      "learning_rate": 1.455e-05,
      "loss": 13.8145,
      "step": 100
    },
    {
      "epoch": 6.06,
      "learning_rate": 2.955e-05,
      "loss": 4.8042,
      "step": 200
    },
    {
      "epoch": 9.09,
      "learning_rate": 4.454999999999999e-05,
      "loss": 3.4947,
      "step": 300
    },
    {
      "epoch": 12.12,
      "learning_rate": 5.955e-05,
      "loss": 3.0225,
      "step": 400
    },
    {
      "epoch": 15.15,
      "learning_rate": 7.455e-05,
      "loss": 2.927,
      "step": 500
    },
    {
      "epoch": 15.15,
      "eval_loss": 2.919621706008911,
      "eval_runtime": 20.0515,
      "eval_samples_per_second": 21.295,
      "eval_steps_per_second": 1.347,
      "eval_wer": 1.0,
      "step": 500
    },
    {
      "epoch": 18.18,
      "learning_rate": 7.240178571428571e-05,
      "loss": 2.8838,
      "step": 600
    },
    {
      "epoch": 21.21,
      "learning_rate": 6.972321428571428e-05,
      "loss": 2.8617,
      "step": 700
    },
    {
      "epoch": 24.24,
      "learning_rate": 6.704464285714285e-05,
      "loss": 2.8313,
      "step": 800
    },
    {
      "epoch": 27.27,
      "learning_rate": 6.436607142857142e-05,
      "loss": 2.0706,
      "step": 900
    },
    {
      "epoch": 30.3,
      "learning_rate": 6.16875e-05,
      "loss": 1.3835,
      "step": 1000
    },
    {
      "epoch": 30.3,
      "eval_loss": 0.5878978967666626,
      "eval_runtime": 20.2624,
      "eval_samples_per_second": 21.073,
      "eval_steps_per_second": 1.333,
      "eval_wer": 0.5866312741312741,
      "step": 1000
    },
    {
      "epoch": 33.33,
      "learning_rate": 5.9008928571428565e-05,
      "loss": 1.1555,
      "step": 1100
    },
    {
      "epoch": 36.36,
      "learning_rate": 5.633035714285714e-05,
      "loss": 0.9935,
      "step": 1200
    },
    {
      "epoch": 39.39,
      "learning_rate": 5.3651785714285706e-05,
      "loss": 0.8824,
      "step": 1300
    },
    {
      "epoch": 42.42,
      "learning_rate": 5.0973214285714276e-05,
      "loss": 0.8012,
      "step": 1400
    },
    {
      "epoch": 45.45,
      "learning_rate": 4.829464285714285e-05,
      "loss": 0.7415,
      "step": 1500
    },
    {
      "epoch": 45.45,
      "eval_loss": 0.30774399638175964,
      "eval_runtime": 20.0347,
      "eval_samples_per_second": 21.313,
      "eval_steps_per_second": 1.348,
      "eval_wer": 0.33156370656370654,
      "step": 1500
    },
    {
      "epoch": 48.48,
      "learning_rate": 4.561607142857142e-05,
      "loss": 0.6777,
      "step": 1600
    },
    {
      "epoch": 51.52,
      "learning_rate": 4.29375e-05,
      "loss": 0.6458,
      "step": 1700
    },
    {
      "epoch": 54.55,
      "learning_rate": 4.025892857142857e-05,
      "loss": 0.6332,
      "step": 1800
    },
    {
      "epoch": 57.58,
      "learning_rate": 3.758035714285714e-05,
      "loss": 0.5732,
      "step": 1900
    },
    {
      "epoch": 60.61,
      "learning_rate": 3.490178571428571e-05,
      "loss": 0.5575,
      "step": 2000
    },
    {
      "epoch": 60.61,
      "eval_loss": 0.2735135853290558,
      "eval_runtime": 19.9705,
      "eval_samples_per_second": 21.382,
      "eval_steps_per_second": 1.352,
      "eval_wer": 0.2953667953667954,
      "step": 2000
    },
    {
      "epoch": 63.64,
      "learning_rate": 3.222321428571428e-05,
      "loss": 0.5202,
      "step": 2100
    },
    {
      "epoch": 66.67,
      "learning_rate": 2.954464285714285e-05,
      "loss": 0.5067,
      "step": 2200
    },
    {
      "epoch": 69.7,
      "learning_rate": 2.6866071428571425e-05,
      "loss": 0.4894,
      "step": 2300
    },
    {
      "epoch": 72.73,
      "learning_rate": 2.41875e-05,
      "loss": 0.472,
      "step": 2400
    },
    {
      "epoch": 75.76,
      "learning_rate": 2.1508928571428572e-05,
      "loss": 0.4581,
      "step": 2500
    },
    {
      "epoch": 75.76,
      "eval_loss": 0.27067553997039795,
      "eval_runtime": 19.7341,
      "eval_samples_per_second": 21.638,
      "eval_steps_per_second": 1.368,
      "eval_wer": 0.28016409266409265,
      "step": 2500
    },
    {
      "epoch": 78.79,
      "learning_rate": 1.883035714285714e-05,
      "loss": 0.4364,
      "step": 2600
    },
    {
      "epoch": 81.82,
      "learning_rate": 1.6151785714285712e-05,
      "loss": 0.4457,
      "step": 2700
    },
    {
      "epoch": 84.85,
      "learning_rate": 1.3473214285714284e-05,
      "loss": 0.4142,
      "step": 2800
    },
    {
      "epoch": 87.88,
      "learning_rate": 1.0794642857142856e-05,
      "loss": 0.418,
      "step": 2900
    },
    {
      "epoch": 90.91,
      "learning_rate": 8.116071428571428e-06,
      "loss": 0.3977,
      "step": 3000
    },
    {
      "epoch": 90.91,
      "eval_loss": 0.2785268723964691,
      "eval_runtime": 19.7902,
      "eval_samples_per_second": 21.576,
      "eval_steps_per_second": 1.364,
      "eval_wer": 0.2808880308880309,
      "step": 3000
    },
    {
      "epoch": 93.94,
      "learning_rate": 5.437499999999999e-06,
      "loss": 0.3984,
      "step": 3100
    },
    {
      "epoch": 96.97,
      "learning_rate": 2.758928571428571e-06,
      "loss": 0.3919,
      "step": 3200
    },
    {
      "epoch": 100.0,
      "learning_rate": 8.035714285714285e-08,
      "loss": 0.384,
      "step": 3300
    },
    {
      "epoch": 100.0,
      "step": 3300,
      "total_flos": 2.0644460727363166e+19,
      "train_loss": 1.620846695177483,
      "train_runtime": 7377.7284,
      "train_samples_per_second": 13.893,
      "train_steps_per_second": 0.447
    }
  ],
  "max_steps": 3300,
  "num_train_epochs": 100,
  "total_flos": 2.0644460727363166e+19,
  "trial_name": null,
  "trial_params": null
}