hts98 commited on
Commit
d97e58f
1 Parent(s): 4b0e5ea

End of training

Browse files
Files changed (4) hide show
  1. all_results.json +14 -0
  2. eval_results.json +9 -0
  3. train_results.json +8 -0
  4. trainer_state.json +535 -0
all_results.json ADDED
@@ -0,0 +1,14 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 49.64,
3
+ "eval_loss": 0.8213908076286316,
4
+ "eval_runtime": 57.4529,
5
+ "eval_samples": 842,
6
+ "eval_samples_per_second": 14.655,
7
+ "eval_steps_per_second": 0.922,
8
+ "eval_wer": 0.9639684823207993,
9
+ "train_loss": 1.3979950288625864,
10
+ "train_runtime": 89308.2068,
11
+ "train_samples": 3351,
12
+ "train_samples_per_second": 1.876,
13
+ "train_steps_per_second": 0.058
14
+ }
eval_results.json ADDED
@@ -0,0 +1,9 @@
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 49.64,
3
+ "eval_loss": 0.8213908076286316,
4
+ "eval_runtime": 57.4529,
5
+ "eval_samples": 842,
6
+ "eval_samples_per_second": 14.655,
7
+ "eval_steps_per_second": 0.922,
8
+ "eval_wer": 0.9639684823207993
9
+ }
train_results.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 49.64,
3
+ "train_loss": 1.3979950288625864,
4
+ "train_runtime": 89308.2068,
5
+ "train_samples": 3351,
6
+ "train_samples_per_second": 1.876,
7
+ "train_steps_per_second": 0.058
8
+ }
trainer_state.json ADDED
@@ -0,0 +1,535 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.8213908076286316,
3
+ "best_model_checkpoint": "./wav2vec2-base-960h-paper/checkpoint-3352",
4
+ "epoch": 49.64200477326969,
5
+ "global_step": 5200,
6
+ "is_hyper_param_search": false,
7
+ "is_local_process_zero": true,
8
+ "is_world_process_zero": true,
9
+ "log_history": [
10
+ {
11
+ "epoch": 0.99,
12
+ "eval_loss": 5.683954238891602,
13
+ "eval_runtime": 61.9414,
14
+ "eval_samples_per_second": 13.594,
15
+ "eval_steps_per_second": 0.856,
16
+ "eval_wer": 1.0,
17
+ "step": 104
18
+ },
19
+ {
20
+ "epoch": 2.0,
21
+ "eval_loss": 3.9771974086761475,
22
+ "eval_runtime": 58.5656,
23
+ "eval_samples_per_second": 14.377,
24
+ "eval_steps_per_second": 0.905,
25
+ "eval_wer": 1.0,
26
+ "step": 209
27
+ },
28
+ {
29
+ "epoch": 3.0,
30
+ "eval_loss": 3.4203968048095703,
31
+ "eval_runtime": 58.5182,
32
+ "eval_samples_per_second": 14.389,
33
+ "eval_steps_per_second": 0.906,
34
+ "eval_wer": 1.0,
35
+ "step": 314
36
+ },
37
+ {
38
+ "epoch": 4.0,
39
+ "eval_loss": 3.3691885471343994,
40
+ "eval_runtime": 58.4394,
41
+ "eval_samples_per_second": 14.408,
42
+ "eval_steps_per_second": 0.907,
43
+ "eval_wer": 1.0,
44
+ "step": 419
45
+ },
46
+ {
47
+ "epoch": 4.77,
48
+ "learning_rate": 4.916317991631799e-05,
49
+ "loss": 5.5612,
50
+ "step": 500
51
+ },
52
+ {
53
+ "epoch": 4.99,
54
+ "eval_loss": 3.3944718837738037,
55
+ "eval_runtime": 58.5781,
56
+ "eval_samples_per_second": 14.374,
57
+ "eval_steps_per_second": 0.905,
58
+ "eval_wer": 1.0,
59
+ "step": 523
60
+ },
61
+ {
62
+ "epoch": 6.0,
63
+ "eval_loss": 3.342637777328491,
64
+ "eval_runtime": 58.3305,
65
+ "eval_samples_per_second": 14.435,
66
+ "eval_steps_per_second": 0.909,
67
+ "eval_wer": 1.0,
68
+ "step": 628
69
+ },
70
+ {
71
+ "epoch": 7.0,
72
+ "eval_loss": 3.3333232402801514,
73
+ "eval_runtime": 58.4524,
74
+ "eval_samples_per_second": 14.405,
75
+ "eval_steps_per_second": 0.907,
76
+ "eval_wer": 1.0,
77
+ "step": 733
78
+ },
79
+ {
80
+ "epoch": 8.0,
81
+ "eval_loss": 3.329634428024292,
82
+ "eval_runtime": 58.6528,
83
+ "eval_samples_per_second": 14.356,
84
+ "eval_steps_per_second": 0.904,
85
+ "eval_wer": 1.0000659917906212,
86
+ "step": 838
87
+ },
88
+ {
89
+ "epoch": 8.99,
90
+ "eval_loss": 3.1853039264678955,
91
+ "eval_runtime": 58.7103,
92
+ "eval_samples_per_second": 14.342,
93
+ "eval_steps_per_second": 0.903,
94
+ "eval_wer": 0.9999340082093787,
95
+ "step": 942
96
+ },
97
+ {
98
+ "epoch": 9.55,
99
+ "learning_rate": 4.393305439330544e-05,
100
+ "loss": 3.2743,
101
+ "step": 1000
102
+ },
103
+ {
104
+ "epoch": 10.0,
105
+ "eval_loss": 2.1381497383117676,
106
+ "eval_runtime": 58.7525,
107
+ "eval_samples_per_second": 14.331,
108
+ "eval_steps_per_second": 0.902,
109
+ "eval_wer": 1.0245489461111037,
110
+ "step": 1047
111
+ },
112
+ {
113
+ "epoch": 11.0,
114
+ "eval_loss": 1.6965396404266357,
115
+ "eval_runtime": 58.7454,
116
+ "eval_samples_per_second": 14.333,
117
+ "eval_steps_per_second": 0.902,
118
+ "eval_wer": 1.0141750366254438,
119
+ "step": 1152
120
+ },
121
+ {
122
+ "epoch": 12.0,
123
+ "eval_loss": 1.4229621887207031,
124
+ "eval_runtime": 58.8247,
125
+ "eval_samples_per_second": 14.314,
126
+ "eval_steps_per_second": 0.901,
127
+ "eval_wer": 1.0011350587986854,
128
+ "step": 1257
129
+ },
130
+ {
131
+ "epoch": 12.99,
132
+ "eval_loss": 1.2678765058517456,
133
+ "eval_runtime": 58.7761,
134
+ "eval_samples_per_second": 14.326,
135
+ "eval_steps_per_second": 0.902,
136
+ "eval_wer": 0.9873295762007206,
137
+ "step": 1361
138
+ },
139
+ {
140
+ "epoch": 14.0,
141
+ "eval_loss": 1.1569700241088867,
142
+ "eval_runtime": 58.6837,
143
+ "eval_samples_per_second": 14.348,
144
+ "eval_steps_per_second": 0.903,
145
+ "eval_wer": 0.9835944408515581,
146
+ "step": 1466
147
+ },
148
+ {
149
+ "epoch": 14.32,
150
+ "learning_rate": 3.870292887029289e-05,
151
+ "loss": 1.5432,
152
+ "step": 1500
153
+ },
154
+ {
155
+ "epoch": 15.0,
156
+ "eval_loss": 1.0858139991760254,
157
+ "eval_runtime": 58.71,
158
+ "eval_samples_per_second": 14.342,
159
+ "eval_steps_per_second": 0.903,
160
+ "eval_wer": 0.9784206844668524,
161
+ "step": 1571
162
+ },
163
+ {
164
+ "epoch": 16.0,
165
+ "eval_loss": 1.0303007364273071,
166
+ "eval_runtime": 58.7899,
167
+ "eval_samples_per_second": 14.322,
168
+ "eval_steps_per_second": 0.902,
169
+ "eval_wer": 0.9768632782081909,
170
+ "step": 1676
171
+ },
172
+ {
173
+ "epoch": 16.99,
174
+ "eval_loss": 0.985497236251831,
175
+ "eval_runtime": 58.9329,
176
+ "eval_samples_per_second": 14.287,
177
+ "eval_steps_per_second": 0.899,
178
+ "eval_wer": 0.97459316061082,
179
+ "step": 1780
180
+ },
181
+ {
182
+ "epoch": 18.0,
183
+ "eval_loss": 0.9558756947517395,
184
+ "eval_runtime": 58.7163,
185
+ "eval_samples_per_second": 14.34,
186
+ "eval_steps_per_second": 0.903,
187
+ "eval_wer": 0.9709240170522787,
188
+ "step": 1885
189
+ },
190
+ {
191
+ "epoch": 19.0,
192
+ "eval_loss": 0.93276047706604,
193
+ "eval_runtime": 58.6741,
194
+ "eval_samples_per_second": 14.35,
195
+ "eval_steps_per_second": 0.903,
196
+ "eval_wer": 0.9727981839059221,
197
+ "step": 1990
198
+ },
199
+ {
200
+ "epoch": 19.09,
201
+ "learning_rate": 3.3472803347280334e-05,
202
+ "loss": 0.902,
203
+ "step": 2000
204
+ },
205
+ {
206
+ "epoch": 20.0,
207
+ "eval_loss": 0.916550874710083,
208
+ "eval_runtime": 58.8598,
209
+ "eval_samples_per_second": 14.305,
210
+ "eval_steps_per_second": 0.9,
211
+ "eval_wer": 0.9738144574814893,
212
+ "step": 2095
213
+ },
214
+ {
215
+ "epoch": 20.99,
216
+ "eval_loss": 0.8990672826766968,
217
+ "eval_runtime": 58.8033,
218
+ "eval_samples_per_second": 14.319,
219
+ "eval_steps_per_second": 0.901,
220
+ "eval_wer": 0.9697625615373447,
221
+ "step": 2199
222
+ },
223
+ {
224
+ "epoch": 22.0,
225
+ "eval_loss": 0.8716745376586914,
226
+ "eval_runtime": 58.795,
227
+ "eval_samples_per_second": 14.321,
228
+ "eval_steps_per_second": 0.901,
229
+ "eval_wer": 0.9680731716974409,
230
+ "step": 2304
231
+ },
232
+ {
233
+ "epoch": 23.0,
234
+ "eval_loss": 0.8665304780006409,
235
+ "eval_runtime": 58.9314,
236
+ "eval_samples_per_second": 14.288,
237
+ "eval_steps_per_second": 0.899,
238
+ "eval_wer": 0.9669249145406311,
239
+ "step": 2409
240
+ },
241
+ {
242
+ "epoch": 23.87,
243
+ "learning_rate": 2.824267782426778e-05,
244
+ "loss": 0.7003,
245
+ "step": 2500
246
+ },
247
+ {
248
+ "epoch": 24.0,
249
+ "eval_loss": 0.8588829636573792,
250
+ "eval_runtime": 58.6586,
251
+ "eval_samples_per_second": 14.354,
252
+ "eval_steps_per_second": 0.904,
253
+ "eval_wer": 0.9670173030475009,
254
+ "step": 2514
255
+ },
256
+ {
257
+ "epoch": 24.99,
258
+ "eval_loss": 0.8419524431228638,
259
+ "eval_runtime": 58.7876,
260
+ "eval_samples_per_second": 14.323,
261
+ "eval_steps_per_second": 0.902,
262
+ "eval_wer": 0.9659086409650639,
263
+ "step": 2618
264
+ },
265
+ {
266
+ "epoch": 26.0,
267
+ "eval_loss": 0.8473154306411743,
268
+ "eval_runtime": 59.0243,
269
+ "eval_samples_per_second": 14.265,
270
+ "eval_steps_per_second": 0.898,
271
+ "eval_wer": 0.9660538229044306,
272
+ "step": 2723
273
+ },
274
+ {
275
+ "epoch": 27.0,
276
+ "eval_loss": 0.8542926907539368,
277
+ "eval_runtime": 58.7124,
278
+ "eval_samples_per_second": 14.341,
279
+ "eval_steps_per_second": 0.903,
280
+ "eval_wer": 0.9666345506618976,
281
+ "step": 2828
282
+ },
283
+ {
284
+ "epoch": 28.0,
285
+ "eval_loss": 0.8315206170082092,
286
+ "eval_runtime": 58.7261,
287
+ "eval_samples_per_second": 14.338,
288
+ "eval_steps_per_second": 0.902,
289
+ "eval_wer": 0.9622922908390196,
290
+ "step": 2933
291
+ },
292
+ {
293
+ "epoch": 28.64,
294
+ "learning_rate": 2.301255230125523e-05,
295
+ "loss": 0.5914,
296
+ "step": 3000
297
+ },
298
+ {
299
+ "epoch": 28.99,
300
+ "eval_loss": 0.8280870914459229,
301
+ "eval_runtime": 58.9202,
302
+ "eval_samples_per_second": 14.291,
303
+ "eval_steps_per_second": 0.9,
304
+ "eval_wer": 0.9625694563596289,
305
+ "step": 3037
306
+ },
307
+ {
308
+ "epoch": 30.0,
309
+ "eval_loss": 0.8315181732177734,
310
+ "eval_runtime": 58.6719,
311
+ "eval_samples_per_second": 14.351,
312
+ "eval_steps_per_second": 0.903,
313
+ "eval_wer": 0.9625430596433804,
314
+ "step": 3142
315
+ },
316
+ {
317
+ "epoch": 31.0,
318
+ "eval_loss": 0.826146125793457,
319
+ "eval_runtime": 58.8509,
320
+ "eval_samples_per_second": 14.307,
321
+ "eval_steps_per_second": 0.901,
322
+ "eval_wer": 0.9619623318859134,
323
+ "step": 3247
324
+ },
325
+ {
326
+ "epoch": 32.0,
327
+ "eval_loss": 0.8213908076286316,
328
+ "eval_runtime": 58.6666,
329
+ "eval_samples_per_second": 14.352,
330
+ "eval_steps_per_second": 0.903,
331
+ "eval_wer": 0.9639684823207993,
332
+ "step": 3352
333
+ },
334
+ {
335
+ "epoch": 32.99,
336
+ "eval_loss": 0.8309536576271057,
337
+ "eval_runtime": 58.499,
338
+ "eval_samples_per_second": 14.393,
339
+ "eval_steps_per_second": 0.906,
340
+ "eval_wer": 0.9633745562052081,
341
+ "step": 3456
342
+ },
343
+ {
344
+ "epoch": 33.41,
345
+ "learning_rate": 1.7782426778242676e-05,
346
+ "loss": 0.5157,
347
+ "step": 3500
348
+ },
349
+ {
350
+ "epoch": 34.0,
351
+ "eval_loss": 0.8252176642417908,
352
+ "eval_runtime": 58.5446,
353
+ "eval_samples_per_second": 14.382,
354
+ "eval_steps_per_second": 0.905,
355
+ "eval_wer": 0.9634669447120778,
356
+ "step": 3561
357
+ },
358
+ {
359
+ "epoch": 35.0,
360
+ "eval_loss": 0.8372853398323059,
361
+ "eval_runtime": 58.5403,
362
+ "eval_samples_per_second": 14.383,
363
+ "eval_steps_per_second": 0.905,
364
+ "eval_wer": 0.9638101020233083,
365
+ "step": 3666
366
+ },
367
+ {
368
+ "epoch": 36.0,
369
+ "eval_loss": 0.8421617746353149,
370
+ "eval_runtime": 58.6533,
371
+ "eval_samples_per_second": 14.356,
372
+ "eval_steps_per_second": 0.904,
373
+ "eval_wer": 0.9629258120289836,
374
+ "step": 3771
375
+ },
376
+ {
377
+ "epoch": 36.99,
378
+ "eval_loss": 0.8294224143028259,
379
+ "eval_runtime": 58.6527,
380
+ "eval_samples_per_second": 14.356,
381
+ "eval_steps_per_second": 0.904,
382
+ "eval_wer": 0.9631897791914685,
383
+ "step": 3875
384
+ },
385
+ {
386
+ "epoch": 38.0,
387
+ "eval_loss": 0.8332000374794006,
388
+ "eval_runtime": 58.5856,
389
+ "eval_samples_per_second": 14.372,
390
+ "eval_steps_per_second": 0.905,
391
+ "eval_wer": 0.9576332704211596,
392
+ "step": 3980
393
+ },
394
+ {
395
+ "epoch": 38.19,
396
+ "learning_rate": 1.2552301255230125e-05,
397
+ "loss": 0.4655,
398
+ "step": 4000
399
+ },
400
+ {
401
+ "epoch": 39.0,
402
+ "eval_loss": 0.8329895734786987,
403
+ "eval_runtime": 58.7603,
404
+ "eval_samples_per_second": 14.329,
405
+ "eval_steps_per_second": 0.902,
406
+ "eval_wer": 0.959507437274803,
407
+ "step": 4085
408
+ },
409
+ {
410
+ "epoch": 40.0,
411
+ "eval_loss": 0.8296785950660706,
412
+ "eval_runtime": 58.6153,
413
+ "eval_samples_per_second": 14.365,
414
+ "eval_steps_per_second": 0.904,
415
+ "eval_wer": 0.9625034645690076,
416
+ "step": 4190
417
+ },
418
+ {
419
+ "epoch": 40.99,
420
+ "eval_loss": 0.8365075588226318,
421
+ "eval_runtime": 58.6008,
422
+ "eval_samples_per_second": 14.368,
423
+ "eval_steps_per_second": 0.904,
424
+ "eval_wer": 0.9620547203927832,
425
+ "step": 4294
426
+ },
427
+ {
428
+ "epoch": 42.0,
429
+ "eval_loss": 0.8360996842384338,
430
+ "eval_runtime": 58.6605,
431
+ "eval_samples_per_second": 14.354,
432
+ "eval_steps_per_second": 0.904,
433
+ "eval_wer": 0.9621339105415286,
434
+ "step": 4399
435
+ },
436
+ {
437
+ "epoch": 42.96,
438
+ "learning_rate": 7.3221757322175736e-06,
439
+ "loss": 0.4266,
440
+ "step": 4500
441
+ },
442
+ {
443
+ "epoch": 43.0,
444
+ "eval_loss": 0.8416324853897095,
445
+ "eval_runtime": 58.5672,
446
+ "eval_samples_per_second": 14.377,
447
+ "eval_steps_per_second": 0.905,
448
+ "eval_wer": 0.9625034645690076,
449
+ "step": 4504
450
+ },
451
+ {
452
+ "epoch": 44.0,
453
+ "eval_loss": 0.8381497859954834,
454
+ "eval_runtime": 58.6851,
455
+ "eval_samples_per_second": 14.348,
456
+ "eval_steps_per_second": 0.903,
457
+ "eval_wer": 0.9633745562052081,
458
+ "step": 4609
459
+ },
460
+ {
461
+ "epoch": 44.99,
462
+ "eval_loss": 0.8447730541229248,
463
+ "eval_runtime": 58.6902,
464
+ "eval_samples_per_second": 14.347,
465
+ "eval_steps_per_second": 0.903,
466
+ "eval_wer": 0.9644964166457692,
467
+ "step": 4713
468
+ },
469
+ {
470
+ "epoch": 46.0,
471
+ "eval_loss": 0.8447101712226868,
472
+ "eval_runtime": 58.8118,
473
+ "eval_samples_per_second": 14.317,
474
+ "eval_steps_per_second": 0.901,
475
+ "eval_wer": 0.9624902662108834,
476
+ "step": 4818
477
+ },
478
+ {
479
+ "epoch": 47.0,
480
+ "eval_loss": 0.8463994264602661,
481
+ "eval_runtime": 58.6459,
482
+ "eval_samples_per_second": 14.357,
483
+ "eval_steps_per_second": 0.904,
484
+ "eval_wer": 0.9641268626182903,
485
+ "step": 4923
486
+ },
487
+ {
488
+ "epoch": 47.73,
489
+ "learning_rate": 2.092050209205021e-06,
490
+ "loss": 0.4019,
491
+ "step": 5000
492
+ },
493
+ {
494
+ "epoch": 48.0,
495
+ "eval_loss": 0.8449317216873169,
496
+ "eval_runtime": 58.893,
497
+ "eval_samples_per_second": 14.297,
498
+ "eval_steps_per_second": 0.9,
499
+ "eval_wer": 0.9627542333733684,
500
+ "step": 5028
501
+ },
502
+ {
503
+ "epoch": 48.99,
504
+ "eval_loss": 0.8487057089805603,
505
+ "eval_runtime": 58.7287,
506
+ "eval_samples_per_second": 14.337,
507
+ "eval_steps_per_second": 0.902,
508
+ "eval_wer": 0.9625562580015046,
509
+ "step": 5132
510
+ },
511
+ {
512
+ "epoch": 49.64,
513
+ "eval_loss": 0.846527636051178,
514
+ "eval_runtime": 58.7826,
515
+ "eval_samples_per_second": 14.324,
516
+ "eval_steps_per_second": 0.902,
517
+ "eval_wer": 0.9629126136708593,
518
+ "step": 5200
519
+ },
520
+ {
521
+ "epoch": 49.64,
522
+ "step": 5200,
523
+ "total_flos": 4.180377449644987e+19,
524
+ "train_loss": 1.3979950288625864,
525
+ "train_runtime": 89308.2068,
526
+ "train_samples_per_second": 1.876,
527
+ "train_steps_per_second": 0.058
528
+ }
529
+ ],
530
+ "max_steps": 5200,
531
+ "num_train_epochs": 50,
532
+ "total_flos": 4.180377449644987e+19,
533
+ "trial_name": null,
534
+ "trial_params": null
535
+ }