File size: 8,671 Bytes
fc86cc5
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
314
315
316
317
318
319
320
321
322
323
324
325
326
327
328
329
330
331
332
333
334
335
336
337
338
339
340
341
342
343
344
345
346
347
348
349
{
  "best_metric": 0.29899266362190247,
  "best_model_checkpoint": "nrshoudi/wav2vec_arabic_mdd/checkpoint-19404",
  "epoch": 20.0,
  "eval_steps": 500,
  "global_step": 32340,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "learning_rate": 5e-05,
      "loss": 8.2138,
      "step": 1617
    },
    {
      "epoch": 1.0,
      "eval_loss": 3.1148788928985596,
      "eval_per": 1.0,
      "eval_runtime": 115.2576,
      "eval_samples_per_second": 7.054,
      "eval_steps_per_second": 3.531,
      "eval_wer": 1.0,
      "step": 1617
    },
    {
      "epoch": 2.0,
      "learning_rate": 0.0001,
      "loss": 1.1507,
      "step": 3234
    },
    {
      "epoch": 2.0,
      "eval_loss": 0.37626245617866516,
      "eval_per": 0.0569820032036182,
      "eval_runtime": 116.2275,
      "eval_samples_per_second": 6.995,
      "eval_steps_per_second": 3.502,
      "eval_wer": 0.0732583640520741,
      "step": 3234
    },
    {
      "epoch": 3.0,
      "learning_rate": 9.444444444444444e-05,
      "loss": 0.2,
      "step": 4851
    },
    {
      "epoch": 3.0,
      "eval_loss": 0.319857656955719,
      "eval_per": 0.04925562988787336,
      "eval_runtime": 115.4027,
      "eval_samples_per_second": 7.045,
      "eval_steps_per_second": 3.527,
      "eval_wer": 0.06341281321450236,
      "step": 4851
    },
    {
      "epoch": 4.0,
      "learning_rate": 8.888888888888889e-05,
      "loss": 0.1328,
      "step": 6468
    },
    {
      "epoch": 4.0,
      "eval_loss": 0.34467777609825134,
      "eval_per": 0.03985677942146424,
      "eval_runtime": 115.3838,
      "eval_samples_per_second": 7.046,
      "eval_steps_per_second": 3.527,
      "eval_wer": 0.05296066445802809,
      "step": 6468
    },
    {
      "epoch": 5.0,
      "learning_rate": 8.333333333333334e-05,
      "loss": 0.1045,
      "step": 8085
    },
    {
      "epoch": 5.0,
      "eval_loss": 0.30046939849853516,
      "eval_per": 0.04013945161594271,
      "eval_runtime": 116.1796,
      "eval_samples_per_second": 6.998,
      "eval_steps_per_second": 3.503,
      "eval_wer": 0.05142083897158322,
      "step": 8085
    },
    {
      "epoch": 6.0,
      "learning_rate": 7.777777777777778e-05,
      "loss": 0.088,
      "step": 9702
    },
    {
      "epoch": 6.0,
      "eval_loss": 0.32756975293159485,
      "eval_per": 0.03907943088664845,
      "eval_runtime": 116.0861,
      "eval_samples_per_second": 7.003,
      "eval_steps_per_second": 3.506,
      "eval_wer": 0.05165414586346881,
      "step": 9702
    },
    {
      "epoch": 7.0,
      "learning_rate": 7.222222222222222e-05,
      "loss": 0.0756,
      "step": 11319
    },
    {
      "epoch": 7.0,
      "eval_loss": 0.33674493432044983,
      "eval_per": 0.03879675869216998,
      "eval_runtime": 115.7009,
      "eval_samples_per_second": 7.027,
      "eval_steps_per_second": 3.518,
      "eval_wer": 0.05118753207969763,
      "step": 11319
    },
    {
      "epoch": 8.0,
      "learning_rate": 6.666666666666667e-05,
      "loss": 0.062,
      "step": 12936
    },
    {
      "epoch": 8.0,
      "eval_loss": 0.3933280110359192,
      "eval_per": 0.042165269009705075,
      "eval_runtime": 115.0602,
      "eval_samples_per_second": 7.066,
      "eval_steps_per_second": 3.537,
      "eval_wer": 0.05720684989034576,
      "step": 12936
    },
    {
      "epoch": 9.0,
      "learning_rate": 6.111111111111112e-05,
      "loss": 0.0603,
      "step": 14553
    },
    {
      "epoch": 9.0,
      "eval_loss": 0.3331439197063446,
      "eval_per": 0.03587581268255913,
      "eval_runtime": 115.3081,
      "eval_samples_per_second": 7.051,
      "eval_steps_per_second": 3.53,
      "eval_wer": 0.04754794456628249,
      "step": 14553
    },
    {
      "epoch": 10.0,
      "learning_rate": 5.555555555555556e-05,
      "loss": 0.0517,
      "step": 16170
    },
    {
      "epoch": 10.0,
      "eval_loss": 0.301434725522995,
      "eval_per": 0.03717139357391878,
      "eval_runtime": 115.3305,
      "eval_samples_per_second": 7.049,
      "eval_steps_per_second": 3.529,
      "eval_wer": 0.049974336241892583,
      "step": 16170
    },
    {
      "epoch": 11.0,
      "learning_rate": 5e-05,
      "loss": 0.046,
      "step": 17787
    },
    {
      "epoch": 11.0,
      "eval_loss": 0.30668768286705017,
      "eval_per": 0.036017148779798364,
      "eval_runtime": 115.2426,
      "eval_samples_per_second": 7.055,
      "eval_steps_per_second": 3.532,
      "eval_wer": 0.04768792870141384,
      "step": 17787
    },
    {
      "epoch": 12.0,
      "learning_rate": 4.4444444444444447e-05,
      "loss": 0.0398,
      "step": 19404
    },
    {
      "epoch": 12.0,
      "eval_loss": 0.29899266362190247,
      "eval_per": 0.03481579195326486,
      "eval_runtime": 115.6042,
      "eval_samples_per_second": 7.033,
      "eval_steps_per_second": 3.521,
      "eval_wer": 0.04558816667444356,
      "step": 19404
    },
    {
      "epoch": 13.0,
      "learning_rate": 3.888888888888889e-05,
      "loss": 0.0329,
      "step": 21021
    },
    {
      "epoch": 13.0,
      "eval_loss": 0.3064207434654236,
      "eval_per": 0.034226891548101386,
      "eval_runtime": 116.0675,
      "eval_samples_per_second": 7.005,
      "eval_steps_per_second": 3.507,
      "eval_wer": 0.04498156875554104,
      "step": 21021
    },
    {
      "epoch": 14.0,
      "learning_rate": 3.3333333333333335e-05,
      "loss": 0.0319,
      "step": 22638
    },
    {
      "epoch": 14.0,
      "eval_loss": 0.3336479663848877,
      "eval_per": 0.03825497031941958,
      "eval_runtime": 115.1932,
      "eval_samples_per_second": 7.058,
      "eval_steps_per_second": 3.533,
      "eval_wer": 0.04988101348513835,
      "step": 22638
    },
    {
      "epoch": 15.0,
      "learning_rate": 2.777777777777778e-05,
      "loss": 0.0288,
      "step": 24255
    },
    {
      "epoch": 15.0,
      "eval_loss": 0.32215777039527893,
      "eval_per": 0.03575803260152643,
      "eval_runtime": 115.0522,
      "eval_samples_per_second": 7.066,
      "eval_steps_per_second": 3.538,
      "eval_wer": 0.04512155289067239,
      "step": 24255
    },
    {
      "epoch": 16.0,
      "learning_rate": 2.2222222222222223e-05,
      "loss": 0.0258,
      "step": 25872
    },
    {
      "epoch": 16.0,
      "eval_loss": 0.33019357919692993,
      "eval_per": 0.03241307830019787,
      "eval_runtime": 115.355,
      "eval_samples_per_second": 7.048,
      "eval_steps_per_second": 3.528,
      "eval_wer": 0.042788483971816525,
      "step": 25872
    },
    {
      "epoch": 17.0,
      "learning_rate": 1.6666666666666667e-05,
      "loss": 0.0181,
      "step": 27489
    },
    {
      "epoch": 17.0,
      "eval_loss": 0.3408127427101135,
      "eval_per": 0.03335531894845944,
      "eval_runtime": 115.3097,
      "eval_samples_per_second": 7.051,
      "eval_steps_per_second": 3.53,
      "eval_wer": 0.0432550977555877,
      "step": 27489
    },
    {
      "epoch": 18.0,
      "learning_rate": 1.1111111111111112e-05,
      "loss": 0.0172,
      "step": 29106
    },
    {
      "epoch": 18.0,
      "eval_loss": 0.3215967118740082,
      "eval_per": 0.033119758786394046,
      "eval_runtime": 115.4137,
      "eval_samples_per_second": 7.044,
      "eval_steps_per_second": 3.526,
      "eval_wer": 0.043021790863702114,
      "step": 29106
    },
    {
      "epoch": 19.0,
      "learning_rate": 5.555555555555556e-06,
      "loss": 0.0145,
      "step": 30723
    },
    {
      "epoch": 19.0,
      "eval_loss": 0.3254193663597107,
      "eval_per": 0.03293131065674173,
      "eval_runtime": 115.2743,
      "eval_samples_per_second": 7.053,
      "eval_steps_per_second": 3.531,
      "eval_wer": 0.042975129485324996,
      "step": 30723
    },
    {
      "epoch": 20.0,
      "learning_rate": 0.0,
      "loss": 0.0127,
      "step": 32340
    },
    {
      "epoch": 20.0,
      "eval_loss": 0.32637345790863037,
      "eval_per": 0.0321304061057194,
      "eval_runtime": 115.2538,
      "eval_samples_per_second": 7.054,
      "eval_steps_per_second": 3.531,
      "eval_wer": 0.04166861089076571,
      "step": 32340
    },
    {
      "epoch": 20.0,
      "step": 32340,
      "total_flos": 1.0355998175044045e+19,
      "train_loss": 0.520349072083029,
      "train_runtime": 19017.9936,
      "train_samples_per_second": 3.401,
      "train_steps_per_second": 1.7
    }
  ],
  "logging_steps": 500,
  "max_steps": 32340,
  "num_train_epochs": 20,
  "save_steps": 500,
  "total_flos": 1.0355998175044045e+19,
  "trial_name": null,
  "trial_params": null
}