File size: 7,878 Bytes
1d5d45c
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
303
304
305
306
307
308
309
310
311
312
313
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 7.909466234149218,
  "global_step": 6700,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.4,
      "eval_cer": 0.06875412712023102,
      "eval_loss": 0.2844763696193695,
      "eval_runtime": 65.9715,
      "eval_samples_per_second": 7.579,
      "eval_steps_per_second": 0.955,
      "eval_wer": 0.25628282600101654,
      "step": 335
    },
    {
      "epoch": 0.47,
      "learning_rate": 0.0002394,
      "loss": 3.0984,
      "step": 400
    },
    {
      "epoch": 0.79,
      "eval_cer": 0.04085233040615791,
      "eval_loss": 0.15484967827796936,
      "eval_runtime": 65.7396,
      "eval_samples_per_second": 7.606,
      "eval_steps_per_second": 0.958,
      "eval_wer": 0.1411306263059807,
      "step": 670
    },
    {
      "epoch": 0.94,
      "learning_rate": 0.0002857074569789675,
      "loss": 0.2022,
      "step": 800
    },
    {
      "epoch": 1.19,
      "eval_cer": 0.03730423898366892,
      "eval_loss": 0.14234833419322968,
      "eval_runtime": 65.8678,
      "eval_samples_per_second": 7.591,
      "eval_steps_per_second": 0.956,
      "eval_wer": 0.11916191336759474,
      "step": 1005
    },
    {
      "epoch": 1.42,
      "learning_rate": 0.0002665869980879541,
      "loss": 0.1458,
      "step": 1200
    },
    {
      "epoch": 1.58,
      "eval_cer": 0.03469244946433676,
      "eval_loss": 0.12395954132080078,
      "eval_runtime": 66.8459,
      "eval_samples_per_second": 7.48,
      "eval_steps_per_second": 0.942,
      "eval_wer": 0.11165075958660417,
      "step": 1340
    },
    {
      "epoch": 1.89,
      "learning_rate": 0.0002474665391969407,
      "loss": 0.1354,
      "step": 1600
    },
    {
      "epoch": 1.98,
      "eval_cer": 0.03423908222701871,
      "eval_loss": 0.12080004811286926,
      "eval_runtime": 65.8681,
      "eval_samples_per_second": 7.591,
      "eval_steps_per_second": 0.956,
      "eval_wer": 0.10814931947817247,
      "step": 1675
    },
    {
      "epoch": 2.36,
      "learning_rate": 0.00022834608030592734,
      "loss": 0.1169,
      "step": 2000
    },
    {
      "epoch": 2.37,
      "eval_cer": 0.03338162679991721,
      "eval_loss": 0.11872279644012451,
      "eval_runtime": 66.8663,
      "eval_samples_per_second": 7.478,
      "eval_steps_per_second": 0.942,
      "eval_wer": 0.10735867171175241,
      "step": 2010
    },
    {
      "epoch": 2.77,
      "eval_cer": 0.03327321289534116,
      "eval_loss": 0.12243428081274033,
      "eval_runtime": 67.2919,
      "eval_samples_per_second": 7.43,
      "eval_steps_per_second": 0.936,
      "eval_wer": 0.10199356186818773,
      "step": 2345
    },
    {
      "epoch": 2.83,
      "learning_rate": 0.00020922562141491394,
      "loss": 0.1107,
      "step": 2400
    },
    {
      "epoch": 3.16,
      "eval_cer": 0.0313808974700137,
      "eval_loss": 0.11623063683509827,
      "eval_runtime": 66.9398,
      "eval_samples_per_second": 7.469,
      "eval_steps_per_second": 0.941,
      "eval_wer": 0.09724967526966737,
      "step": 2680
    },
    {
      "epoch": 3.31,
      "learning_rate": 0.00019010516252390057,
      "loss": 0.0976,
      "step": 2800
    },
    {
      "epoch": 3.56,
      "eval_cer": 0.03366744527561771,
      "eval_loss": 0.11647358536720276,
      "eval_runtime": 67.2006,
      "eval_samples_per_second": 7.44,
      "eval_steps_per_second": 0.937,
      "eval_wer": 0.10052521601626475,
      "step": 3015
    },
    {
      "epoch": 3.78,
      "learning_rate": 0.0001709847036328872,
      "loss": 0.0914,
      "step": 3200
    },
    {
      "epoch": 3.95,
      "eval_cer": 0.03200181346894927,
      "eval_loss": 0.1139749139547348,
      "eval_runtime": 67.5106,
      "eval_samples_per_second": 7.406,
      "eval_steps_per_second": 0.933,
      "eval_wer": 0.09871802112159034,
      "step": 3350
    },
    {
      "epoch": 4.25,
      "learning_rate": 0.00015186424474187378,
      "loss": 0.0852,
      "step": 3600
    },
    {
      "epoch": 4.35,
      "eval_cer": 0.03156815785064506,
      "eval_loss": 0.12490493804216385,
      "eval_runtime": 67.225,
      "eval_samples_per_second": 7.438,
      "eval_steps_per_second": 0.937,
      "eval_wer": 0.09561190489636867,
      "step": 3685
    },
    {
      "epoch": 4.72,
      "learning_rate": 0.0001327437858508604,
      "loss": 0.0777,
      "step": 4000
    },
    {
      "epoch": 4.75,
      "eval_cer": 0.03226792032563595,
      "eval_loss": 0.11327209323644638,
      "eval_runtime": 67.468,
      "eval_samples_per_second": 7.411,
      "eval_steps_per_second": 0.934,
      "eval_wer": 0.09532953069407579,
      "step": 4020
    },
    {
      "epoch": 5.14,
      "eval_cer": 0.03157801366015198,
      "eval_loss": 0.1231861561536789,
      "eval_runtime": 67.6103,
      "eval_samples_per_second": 7.395,
      "eval_steps_per_second": 0.932,
      "eval_wer": 0.09521658101315864,
      "step": 4355
    },
    {
      "epoch": 5.19,
      "learning_rate": 0.00011362332695984703,
      "loss": 0.0714,
      "step": 4400
    },
    {
      "epoch": 5.54,
      "eval_cer": 0.032208785468594466,
      "eval_loss": 0.13348866999149323,
      "eval_runtime": 67.4714,
      "eval_samples_per_second": 7.411,
      "eval_steps_per_second": 0.934,
      "eval_wer": 0.09555543005591009,
      "step": 4690
    },
    {
      "epoch": 5.67,
      "learning_rate": 9.450286806883364e-05,
      "loss": 0.0631,
      "step": 4800
    },
    {
      "epoch": 5.93,
      "eval_cer": 0.03205109251648384,
      "eval_loss": 0.12228710949420929,
      "eval_runtime": 67.5997,
      "eval_samples_per_second": 7.396,
      "eval_steps_per_second": 0.932,
      "eval_wer": 0.09521658101315864,
      "step": 5025
    },
    {
      "epoch": 6.14,
      "learning_rate": 7.543021032504778e-05,
      "loss": 0.0621,
      "step": 5200
    },
    {
      "epoch": 6.33,
      "eval_cer": 0.032080659945004586,
      "eval_loss": 0.1337049901485443,
      "eval_runtime": 67.7409,
      "eval_samples_per_second": 7.381,
      "eval_steps_per_second": 0.93,
      "eval_wer": 0.09504715649178291,
      "step": 5360
    },
    {
      "epoch": 6.61,
      "learning_rate": 5.6309751434034414e-05,
      "loss": 0.0538,
      "step": 5600
    },
    {
      "epoch": 6.72,
      "eval_cer": 0.03255373880133645,
      "eval_loss": 0.13896578550338745,
      "eval_runtime": 67.8406,
      "eval_samples_per_second": 7.37,
      "eval_steps_per_second": 0.929,
      "eval_wer": 0.09431298356582142,
      "step": 5695
    },
    {
      "epoch": 7.08,
      "learning_rate": 3.718929254302103e-05,
      "loss": 0.0513,
      "step": 6000
    },
    {
      "epoch": 7.12,
      "eval_cer": 0.03282970146753004,
      "eval_loss": 0.1389976292848587,
      "eval_runtime": 68.1201,
      "eval_samples_per_second": 7.34,
      "eval_steps_per_second": 0.925,
      "eval_wer": 0.09549895521545151,
      "step": 6030
    },
    {
      "epoch": 7.51,
      "eval_cer": 0.03255373880133645,
      "eval_loss": 0.1410442739725113,
      "eval_runtime": 67.6146,
      "eval_samples_per_second": 7.395,
      "eval_steps_per_second": 0.932,
      "eval_wer": 0.09470830744903146,
      "step": 6365
    },
    {
      "epoch": 7.56,
      "learning_rate": 1.8068833652007646e-05,
      "loss": 0.0442,
      "step": 6400
    },
    {
      "epoch": 7.91,
      "eval_cer": 0.03214965061155298,
      "eval_loss": 0.1414366066455841,
      "eval_runtime": 68.0581,
      "eval_samples_per_second": 7.347,
      "eval_steps_per_second": 0.926,
      "eval_wer": 0.09453888292765573,
      "step": 6700
    }
  ],
  "max_steps": 6776,
  "num_train_epochs": 8,
  "total_flos": 2.1224029808181802e+20,
  "trial_name": null,
  "trial_params": null
}