alinerodrigues commited on
Commit
a174c37
·
1 Parent(s): b62347a

End of training

Browse files
Files changed (4) hide show
  1. all_results.json +17 -0
  2. eval_results.json +11 -0
  3. train_results.json +9 -0
  4. trainer_state.json +731 -0
all_results.json ADDED
@@ -0,0 +1,17 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 44.0,
3
+ "eval_cer": 0.13281812509000143,
4
+ "eval_loss": 0.3162442147731781,
5
+ "eval_per": 0.22600304723209752,
6
+ "eval_runtime": 30.1741,
7
+ "eval_samples": 383,
8
+ "eval_samples_per_second": 12.693,
9
+ "eval_steps_per_second": 1.591,
10
+ "eval_wer": 0.22981208735398678,
11
+ "total_flos": 3.1481023081144828e+19,
12
+ "train_loss": 1.0956278002107298,
13
+ "train_runtime": 26844.9073,
14
+ "train_samples": 2688,
15
+ "train_samples_per_second": 20.026,
16
+ "train_steps_per_second": 0.626
17
+ }
eval_results.json ADDED
@@ -0,0 +1,11 @@
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 44.0,
3
+ "eval_cer": 0.13281812509000143,
4
+ "eval_loss": 0.3162442147731781,
5
+ "eval_per": 0.22600304723209752,
6
+ "eval_runtime": 30.1741,
7
+ "eval_samples": 383,
8
+ "eval_samples_per_second": 12.693,
9
+ "eval_steps_per_second": 1.591,
10
+ "eval_wer": 0.22981208735398678
11
+ }
train_results.json ADDED
@@ -0,0 +1,9 @@
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 44.0,
3
+ "total_flos": 3.1481023081144828e+19,
4
+ "train_loss": 1.0956278002107298,
5
+ "train_runtime": 26844.9073,
6
+ "train_samples": 2688,
7
+ "train_samples_per_second": 20.026,
8
+ "train_steps_per_second": 0.626
9
+ }
trainer_state.json ADDED
@@ -0,0 +1,731 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.3162442147731781,
3
+ "best_model_checkpoint": "wav2vec2-large-xlsr-coraa-texts-aug-exp-1/checkpoint-2016",
4
+ "epoch": 44.0,
5
+ "global_step": 3696,
6
+ "is_hyper_param_search": false,
7
+ "is_local_process_zero": true,
8
+ "is_world_process_zero": true,
9
+ "log_history": [
10
+ {
11
+ "epoch": 0.01,
12
+ "learning_rate": 3e-05,
13
+ "loss": 43.995,
14
+ "step": 1
15
+ },
16
+ {
17
+ "epoch": 1.0,
18
+ "eval_cer": 0.9670714731435703,
19
+ "eval_loss": 3.3726680278778076,
20
+ "eval_per": 1.0,
21
+ "eval_runtime": 29.95,
22
+ "eval_samples_per_second": 12.788,
23
+ "eval_steps_per_second": 1.603,
24
+ "eval_wer": 1.0,
25
+ "step": 84
26
+ },
27
+ {
28
+ "epoch": 1.19,
29
+ "learning_rate": 2.9826785714285713e-05,
30
+ "loss": 9.1824,
31
+ "step": 100
32
+ },
33
+ {
34
+ "epoch": 2.0,
35
+ "eval_cer": 0.9670714731435703,
36
+ "eval_loss": 2.992058753967285,
37
+ "eval_per": 1.0,
38
+ "eval_runtime": 30.0041,
39
+ "eval_samples_per_second": 12.765,
40
+ "eval_steps_per_second": 1.6,
41
+ "eval_wer": 1.0,
42
+ "step": 168
43
+ },
44
+ {
45
+ "epoch": 2.38,
46
+ "learning_rate": 2.9648214285714286e-05,
47
+ "loss": 3.1225,
48
+ "step": 200
49
+ },
50
+ {
51
+ "epoch": 3.0,
52
+ "eval_cer": 0.9670714731435703,
53
+ "eval_loss": 2.932141065597534,
54
+ "eval_per": 1.0,
55
+ "eval_runtime": 29.8416,
56
+ "eval_samples_per_second": 12.834,
57
+ "eval_steps_per_second": 1.608,
58
+ "eval_wer": 1.0,
59
+ "step": 252
60
+ },
61
+ {
62
+ "epoch": 3.57,
63
+ "learning_rate": 2.9469642857142856e-05,
64
+ "loss": 2.979,
65
+ "step": 300
66
+ },
67
+ {
68
+ "epoch": 4.0,
69
+ "eval_cer": 0.9670714731435703,
70
+ "eval_loss": 2.9393842220306396,
71
+ "eval_per": 1.0,
72
+ "eval_runtime": 29.8698,
73
+ "eval_samples_per_second": 12.822,
74
+ "eval_steps_per_second": 1.607,
75
+ "eval_wer": 1.0,
76
+ "step": 336
77
+ },
78
+ {
79
+ "epoch": 4.76,
80
+ "learning_rate": 2.929107142857143e-05,
81
+ "loss": 2.9357,
82
+ "step": 400
83
+ },
84
+ {
85
+ "epoch": 5.0,
86
+ "eval_cer": 0.9670714731435703,
87
+ "eval_loss": 2.911760091781616,
88
+ "eval_per": 1.0,
89
+ "eval_runtime": 29.9589,
90
+ "eval_samples_per_second": 12.784,
91
+ "eval_steps_per_second": 1.602,
92
+ "eval_wer": 1.0,
93
+ "step": 420
94
+ },
95
+ {
96
+ "epoch": 5.95,
97
+ "learning_rate": 2.9112500000000003e-05,
98
+ "loss": 2.9116,
99
+ "step": 500
100
+ },
101
+ {
102
+ "epoch": 6.0,
103
+ "eval_cer": 0.9670714731435703,
104
+ "eval_loss": 2.8400661945343018,
105
+ "eval_per": 1.0,
106
+ "eval_runtime": 29.8579,
107
+ "eval_samples_per_second": 12.827,
108
+ "eval_steps_per_second": 1.608,
109
+ "eval_wer": 1.0,
110
+ "step": 504
111
+ },
112
+ {
113
+ "epoch": 7.0,
114
+ "eval_cer": 0.7347957567321077,
115
+ "eval_loss": 2.0976722240448,
116
+ "eval_per": 1.0,
117
+ "eval_runtime": 29.9484,
118
+ "eval_samples_per_second": 12.789,
119
+ "eval_steps_per_second": 1.603,
120
+ "eval_wer": 1.0,
121
+ "step": 588
122
+ },
123
+ {
124
+ "epoch": 7.14,
125
+ "learning_rate": 2.893392857142857e-05,
126
+ "loss": 2.6841,
127
+ "step": 600
128
+ },
129
+ {
130
+ "epoch": 8.0,
131
+ "eval_cer": 0.20928334853357652,
132
+ "eval_loss": 0.8209644556045532,
133
+ "eval_per": 0.5335195530726257,
134
+ "eval_runtime": 30.0806,
135
+ "eval_samples_per_second": 12.732,
136
+ "eval_steps_per_second": 1.596,
137
+ "eval_wer": 0.5520568816658202,
138
+ "step": 672
139
+ },
140
+ {
141
+ "epoch": 8.33,
142
+ "learning_rate": 2.8755357142857143e-05,
143
+ "loss": 1.6358,
144
+ "step": 700
145
+ },
146
+ {
147
+ "epoch": 9.0,
148
+ "eval_cer": 0.16325061200979216,
149
+ "eval_loss": 0.5585940480232239,
150
+ "eval_per": 0.3080243778567801,
151
+ "eval_runtime": 30.0617,
152
+ "eval_samples_per_second": 12.74,
153
+ "eval_steps_per_second": 1.597,
154
+ "eval_wer": 0.3329101066531234,
155
+ "step": 756
156
+ },
157
+ {
158
+ "epoch": 9.52,
159
+ "learning_rate": 2.8576785714285716e-05,
160
+ "loss": 1.1226,
161
+ "step": 800
162
+ },
163
+ {
164
+ "epoch": 10.0,
165
+ "eval_cer": 0.1537464599433591,
166
+ "eval_loss": 0.48173972964286804,
167
+ "eval_per": 0.28339258506856274,
168
+ "eval_runtime": 30.0584,
169
+ "eval_samples_per_second": 12.742,
170
+ "eval_steps_per_second": 1.597,
171
+ "eval_wer": 0.29507364144235654,
172
+ "step": 840
173
+ },
174
+ {
175
+ "epoch": 10.71,
176
+ "learning_rate": 2.8398214285714286e-05,
177
+ "loss": 0.9403,
178
+ "step": 900
179
+ },
180
+ {
181
+ "epoch": 11.0,
182
+ "eval_cer": 0.14817837085393365,
183
+ "eval_loss": 0.4337259531021118,
184
+ "eval_per": 0.2643473844591163,
185
+ "eval_runtime": 30.0682,
186
+ "eval_samples_per_second": 12.738,
187
+ "eval_steps_per_second": 1.596,
188
+ "eval_wer": 0.2755205688166582,
189
+ "step": 924
190
+ },
191
+ {
192
+ "epoch": 11.9,
193
+ "learning_rate": 2.821964285714286e-05,
194
+ "loss": 0.8262,
195
+ "step": 1000
196
+ },
197
+ {
198
+ "epoch": 12.0,
199
+ "eval_cer": 0.1460183362933807,
200
+ "eval_loss": 0.40190622210502625,
201
+ "eval_per": 0.26130015236160486,
202
+ "eval_runtime": 30.0826,
203
+ "eval_samples_per_second": 12.732,
204
+ "eval_steps_per_second": 1.596,
205
+ "eval_wer": 0.27171152869476894,
206
+ "step": 1008
207
+ },
208
+ {
209
+ "epoch": 13.0,
210
+ "eval_cer": 0.14582633322133154,
211
+ "eval_loss": 0.3872309625148773,
212
+ "eval_per": 0.25901472828847133,
213
+ "eval_runtime": 30.1847,
214
+ "eval_samples_per_second": 12.689,
215
+ "eval_steps_per_second": 1.59,
216
+ "eval_wer": 0.2681564245810056,
217
+ "step": 1092
218
+ },
219
+ {
220
+ "epoch": 13.1,
221
+ "learning_rate": 2.804107142857143e-05,
222
+ "loss": 0.7654,
223
+ "step": 1100
224
+ },
225
+ {
226
+ "epoch": 14.0,
227
+ "eval_cer": 0.14136226179618874,
228
+ "eval_loss": 0.36644813418388367,
229
+ "eval_per": 0.24454037582529203,
230
+ "eval_runtime": 30.0619,
231
+ "eval_samples_per_second": 12.74,
232
+ "eval_steps_per_second": 1.597,
233
+ "eval_wer": 0.2531742001015744,
234
+ "step": 1176
235
+ },
236
+ {
237
+ "epoch": 14.29,
238
+ "learning_rate": 2.78625e-05,
239
+ "loss": 0.6788,
240
+ "step": 1200
241
+ },
242
+ {
243
+ "epoch": 15.0,
244
+ "eval_cer": 0.1390102241635866,
245
+ "eval_loss": 0.3475891649723053,
246
+ "eval_per": 0.2404773996952768,
247
+ "eval_runtime": 30.0631,
248
+ "eval_samples_per_second": 12.74,
249
+ "eval_steps_per_second": 1.597,
250
+ "eval_wer": 0.250126968004063,
251
+ "step": 1260
252
+ },
253
+ {
254
+ "epoch": 15.48,
255
+ "learning_rate": 2.7683928571428573e-05,
256
+ "loss": 0.647,
257
+ "step": 1300
258
+ },
259
+ {
260
+ "epoch": 16.0,
261
+ "eval_cer": 0.13881822109153746,
262
+ "eval_loss": 0.350846529006958,
263
+ "eval_per": 0.23641442356526154,
264
+ "eval_runtime": 30.6699,
265
+ "eval_samples_per_second": 12.488,
266
+ "eval_steps_per_second": 1.565,
267
+ "eval_wer": 0.2453021838496699,
268
+ "step": 1344
269
+ },
270
+ {
271
+ "epoch": 16.67,
272
+ "learning_rate": 2.7505357142857143e-05,
273
+ "loss": 0.6058,
274
+ "step": 1400
275
+ },
276
+ {
277
+ "epoch": 17.0,
278
+ "eval_cer": 0.13920222723563577,
279
+ "eval_loss": 0.3425397276878357,
280
+ "eval_per": 0.23489080751650585,
281
+ "eval_runtime": 30.0637,
282
+ "eval_samples_per_second": 12.74,
283
+ "eval_steps_per_second": 1.597,
284
+ "eval_wer": 0.244794311833418,
285
+ "step": 1428
286
+ },
287
+ {
288
+ "epoch": 17.86,
289
+ "learning_rate": 2.7326785714285716e-05,
290
+ "loss": 0.5853,
291
+ "step": 1500
292
+ },
293
+ {
294
+ "epoch": 18.0,
295
+ "eval_cer": 0.13512216195459129,
296
+ "eval_loss": 0.3393208980560303,
297
+ "eval_per": 0.2293042153377349,
298
+ "eval_runtime": 30.0796,
299
+ "eval_samples_per_second": 12.733,
300
+ "eval_steps_per_second": 1.596,
301
+ "eval_wer": 0.23768410360589132,
302
+ "step": 1512
303
+ },
304
+ {
305
+ "epoch": 19.0,
306
+ "eval_cer": 0.13473815581049298,
307
+ "eval_loss": 0.32763150334358215,
308
+ "eval_per": 0.22219400711020823,
309
+ "eval_runtime": 30.0565,
310
+ "eval_samples_per_second": 12.743,
311
+ "eval_steps_per_second": 1.597,
312
+ "eval_wer": 0.2293042153377349,
313
+ "step": 1596
314
+ },
315
+ {
316
+ "epoch": 19.05,
317
+ "learning_rate": 2.7148214285714286e-05,
318
+ "loss": 0.5356,
319
+ "step": 1600
320
+ },
321
+ {
322
+ "epoch": 20.0,
323
+ "eval_cer": 0.13401814429030864,
324
+ "eval_loss": 0.3274891674518585,
325
+ "eval_per": 0.22752666328085322,
326
+ "eval_runtime": 30.0773,
327
+ "eval_samples_per_second": 12.734,
328
+ "eval_steps_per_second": 1.596,
329
+ "eval_wer": 0.23158963941086846,
330
+ "step": 1680
331
+ },
332
+ {
333
+ "epoch": 20.24,
334
+ "learning_rate": 2.6969642857142856e-05,
335
+ "loss": 0.5323,
336
+ "step": 1700
337
+ },
338
+ {
339
+ "epoch": 21.0,
340
+ "eval_cer": 0.1341621465943455,
341
+ "eval_loss": 0.32451650500297546,
342
+ "eval_per": 0.22651091924834943,
343
+ "eval_runtime": 30.0925,
344
+ "eval_samples_per_second": 12.727,
345
+ "eval_steps_per_second": 1.595,
346
+ "eval_wer": 0.23006602336211274,
347
+ "step": 1764
348
+ },
349
+ {
350
+ "epoch": 21.43,
351
+ "learning_rate": 2.679107142857143e-05,
352
+ "loss": 0.501,
353
+ "step": 1800
354
+ },
355
+ {
356
+ "epoch": 22.0,
357
+ "eval_cer": 0.1333941343061489,
358
+ "eval_loss": 0.325840562582016,
359
+ "eval_per": 0.2196546470289487,
360
+ "eval_runtime": 30.6532,
361
+ "eval_samples_per_second": 12.495,
362
+ "eval_steps_per_second": 1.566,
363
+ "eval_wer": 0.22320975114271205,
364
+ "step": 1848
365
+ },
366
+ {
367
+ "epoch": 22.62,
368
+ "learning_rate": 2.66125e-05,
369
+ "loss": 0.4956,
370
+ "step": 1900
371
+ },
372
+ {
373
+ "epoch": 23.0,
374
+ "eval_cer": 0.13320213123409974,
375
+ "eval_loss": 0.3261657655239105,
376
+ "eval_per": 0.22016251904520062,
377
+ "eval_runtime": 29.9903,
378
+ "eval_samples_per_second": 12.771,
379
+ "eval_steps_per_second": 1.601,
380
+ "eval_wer": 0.22422549517521584,
381
+ "step": 1932
382
+ },
383
+ {
384
+ "epoch": 23.81,
385
+ "learning_rate": 2.6433928571428573e-05,
386
+ "loss": 0.4427,
387
+ "step": 2000
388
+ },
389
+ {
390
+ "epoch": 24.0,
391
+ "eval_cer": 0.13281812509000143,
392
+ "eval_loss": 0.3162442147731781,
393
+ "eval_per": 0.22600304723209752,
394
+ "eval_runtime": 30.0934,
395
+ "eval_samples_per_second": 12.727,
396
+ "eval_steps_per_second": 1.595,
397
+ "eval_wer": 0.22981208735398678,
398
+ "step": 2016
399
+ },
400
+ {
401
+ "epoch": 25.0,
402
+ "learning_rate": 2.6255357142857146e-05,
403
+ "loss": 0.4443,
404
+ "step": 2100
405
+ },
406
+ {
407
+ "epoch": 25.0,
408
+ "eval_cer": 0.13310612969807517,
409
+ "eval_loss": 0.32252442836761475,
410
+ "eval_per": 0.22524123920771966,
411
+ "eval_runtime": 30.0405,
412
+ "eval_samples_per_second": 12.749,
413
+ "eval_steps_per_second": 1.598,
414
+ "eval_wer": 0.22854240731335704,
415
+ "step": 2100
416
+ },
417
+ {
418
+ "epoch": 26.0,
419
+ "eval_cer": 0.1333461335381366,
420
+ "eval_loss": 0.3246039152145386,
421
+ "eval_per": 0.22270187912646014,
422
+ "eval_runtime": 30.1326,
423
+ "eval_samples_per_second": 12.71,
424
+ "eval_steps_per_second": 1.593,
425
+ "eval_wer": 0.2270187912646013,
426
+ "step": 2184
427
+ },
428
+ {
429
+ "epoch": 26.19,
430
+ "learning_rate": 2.6076785714285713e-05,
431
+ "loss": 0.4234,
432
+ "step": 2200
433
+ },
434
+ {
435
+ "epoch": 27.0,
436
+ "eval_cer": 0.13272212355397686,
437
+ "eval_loss": 0.31707704067230225,
438
+ "eval_per": 0.22143219908583037,
439
+ "eval_runtime": 30.1196,
440
+ "eval_samples_per_second": 12.716,
441
+ "eval_steps_per_second": 1.594,
442
+ "eval_wer": 0.2249873031995937,
443
+ "step": 2268
444
+ },
445
+ {
446
+ "epoch": 27.38,
447
+ "learning_rate": 2.5898214285714286e-05,
448
+ "loss": 0.4245,
449
+ "step": 2300
450
+ },
451
+ {
452
+ "epoch": 28.0,
453
+ "eval_cer": 0.13440215043440695,
454
+ "eval_loss": 0.3180580735206604,
455
+ "eval_per": 0.2229558151345861,
456
+ "eval_runtime": 30.0474,
457
+ "eval_samples_per_second": 12.747,
458
+ "eval_steps_per_second": 1.597,
459
+ "eval_wer": 0.22651091924834943,
460
+ "step": 2352
461
+ },
462
+ {
463
+ "epoch": 28.57,
464
+ "learning_rate": 2.5719642857142856e-05,
465
+ "loss": 0.3993,
466
+ "step": 2400
467
+ },
468
+ {
469
+ "epoch": 29.0,
470
+ "eval_cer": 0.13310612969807517,
471
+ "eval_loss": 0.3283059597015381,
472
+ "eval_per": 0.22168613509395632,
473
+ "eval_runtime": 30.0868,
474
+ "eval_samples_per_second": 12.73,
475
+ "eval_steps_per_second": 1.595,
476
+ "eval_wer": 0.2249873031995937,
477
+ "step": 2436
478
+ },
479
+ {
480
+ "epoch": 29.76,
481
+ "learning_rate": 2.554107142857143e-05,
482
+ "loss": 0.3769,
483
+ "step": 2500
484
+ },
485
+ {
486
+ "epoch": 30.0,
487
+ "eval_cer": 0.13589017424278788,
488
+ "eval_loss": 0.32919740676879883,
489
+ "eval_per": 0.23235144743524633,
490
+ "eval_runtime": 30.1605,
491
+ "eval_samples_per_second": 12.699,
492
+ "eval_steps_per_second": 1.591,
493
+ "eval_wer": 0.23539867953275775,
494
+ "step": 2520
495
+ },
496
+ {
497
+ "epoch": 30.95,
498
+ "learning_rate": 2.5362500000000003e-05,
499
+ "loss": 0.3925,
500
+ "step": 2600
501
+ },
502
+ {
503
+ "epoch": 31.0,
504
+ "eval_cer": 0.13598617577881247,
505
+ "eval_loss": 0.3275951147079468,
506
+ "eval_per": 0.2313357034027425,
507
+ "eval_runtime": 30.0874,
508
+ "eval_samples_per_second": 12.73,
509
+ "eval_steps_per_second": 1.595,
510
+ "eval_wer": 0.23438293550025394,
511
+ "step": 2604
512
+ },
513
+ {
514
+ "epoch": 32.0,
515
+ "eval_cer": 0.13449815197043152,
516
+ "eval_loss": 0.335648775100708,
517
+ "eval_per": 0.22752666328085322,
518
+ "eval_runtime": 30.0908,
519
+ "eval_samples_per_second": 12.728,
520
+ "eval_steps_per_second": 1.595,
521
+ "eval_wer": 0.23006602336211274,
522
+ "step": 2688
523
+ },
524
+ {
525
+ "epoch": 32.14,
526
+ "learning_rate": 2.518392857142857e-05,
527
+ "loss": 0.3724,
528
+ "step": 2700
529
+ },
530
+ {
531
+ "epoch": 33.0,
532
+ "eval_cer": 0.13565017040272645,
533
+ "eval_loss": 0.3362816274166107,
534
+ "eval_per": 0.2244794311833418,
535
+ "eval_runtime": 30.0472,
536
+ "eval_samples_per_second": 12.747,
537
+ "eval_steps_per_second": 1.597,
538
+ "eval_wer": 0.22727272727272727,
539
+ "step": 2772
540
+ },
541
+ {
542
+ "epoch": 33.33,
543
+ "learning_rate": 2.5005357142857143e-05,
544
+ "loss": 0.3614,
545
+ "step": 2800
546
+ },
547
+ {
548
+ "epoch": 34.0,
549
+ "eval_cer": 0.1358421734747756,
550
+ "eval_loss": 0.330671101808548,
551
+ "eval_per": 0.22803453529710513,
552
+ "eval_runtime": 29.9742,
553
+ "eval_samples_per_second": 12.778,
554
+ "eval_steps_per_second": 1.601,
555
+ "eval_wer": 0.23108176739461656,
556
+ "step": 2856
557
+ },
558
+ {
559
+ "epoch": 34.52,
560
+ "learning_rate": 2.4826785714285713e-05,
561
+ "loss": 0.3705,
562
+ "step": 2900
563
+ },
564
+ {
565
+ "epoch": 35.0,
566
+ "eval_cer": 0.13560216963471416,
567
+ "eval_loss": 0.32763954997062683,
568
+ "eval_per": 0.22854240731335704,
569
+ "eval_runtime": 29.995,
570
+ "eval_samples_per_second": 12.769,
571
+ "eval_steps_per_second": 1.6,
572
+ "eval_wer": 0.23158963941086846,
573
+ "step": 2940
574
+ },
575
+ {
576
+ "epoch": 35.71,
577
+ "learning_rate": 2.4648214285714287e-05,
578
+ "loss": 0.3376,
579
+ "step": 3000
580
+ },
581
+ {
582
+ "epoch": 36.0,
583
+ "eval_cer": 0.13728219651514426,
584
+ "eval_loss": 0.3309231102466583,
585
+ "eval_per": 0.23362112747587607,
586
+ "eval_runtime": 30.0273,
587
+ "eval_samples_per_second": 12.755,
588
+ "eval_steps_per_second": 1.599,
589
+ "eval_wer": 0.23793803961401727,
590
+ "step": 3024
591
+ },
592
+ {
593
+ "epoch": 36.9,
594
+ "learning_rate": 2.446964285714286e-05,
595
+ "loss": 0.3434,
596
+ "step": 3100
597
+ },
598
+ {
599
+ "epoch": 37.0,
600
+ "eval_cer": 0.13670618729899678,
601
+ "eval_loss": 0.33398517966270447,
602
+ "eval_per": 0.2254951752158456,
603
+ "eval_runtime": 30.1096,
604
+ "eval_samples_per_second": 12.72,
605
+ "eval_steps_per_second": 1.594,
606
+ "eval_wer": 0.22905027932960895,
607
+ "step": 3108
608
+ },
609
+ {
610
+ "epoch": 38.0,
611
+ "eval_cer": 0.13694619113905823,
612
+ "eval_loss": 0.34280771017074585,
613
+ "eval_per": 0.2293042153377349,
614
+ "eval_runtime": 30.1204,
615
+ "eval_samples_per_second": 12.716,
616
+ "eval_steps_per_second": 1.594,
617
+ "eval_wer": 0.23260538344337228,
618
+ "step": 3192
619
+ },
620
+ {
621
+ "epoch": 38.1,
622
+ "learning_rate": 2.429107142857143e-05,
623
+ "loss": 0.3245,
624
+ "step": 3200
625
+ },
626
+ {
627
+ "epoch": 39.0,
628
+ "eval_cer": 0.13397014352229636,
629
+ "eval_loss": 0.3409918546676636,
630
+ "eval_per": 0.22270187912646014,
631
+ "eval_runtime": 30.0402,
632
+ "eval_samples_per_second": 12.75,
633
+ "eval_steps_per_second": 1.598,
634
+ "eval_wer": 0.22600304723209752,
635
+ "step": 3276
636
+ },
637
+ {
638
+ "epoch": 39.29,
639
+ "learning_rate": 2.41125e-05,
640
+ "loss": 0.3087,
641
+ "step": 3300
642
+ },
643
+ {
644
+ "epoch": 40.0,
645
+ "eval_cer": 0.13478615657850526,
646
+ "eval_loss": 0.35161110758781433,
647
+ "eval_per": 0.22574911122397157,
648
+ "eval_runtime": 30.0824,
649
+ "eval_samples_per_second": 12.732,
650
+ "eval_steps_per_second": 1.596,
651
+ "eval_wer": 0.22854240731335704,
652
+ "step": 3360
653
+ },
654
+ {
655
+ "epoch": 40.48,
656
+ "learning_rate": 2.393392857142857e-05,
657
+ "loss": 0.3025,
658
+ "step": 3400
659
+ },
660
+ {
661
+ "epoch": 41.0,
662
+ "eval_cer": 0.13473815581049298,
663
+ "eval_loss": 0.33956247568130493,
664
+ "eval_per": 0.22371762315896393,
665
+ "eval_runtime": 30.036,
666
+ "eval_samples_per_second": 12.751,
667
+ "eval_steps_per_second": 1.598,
668
+ "eval_wer": 0.22676485525647536,
669
+ "step": 3444
670
+ },
671
+ {
672
+ "epoch": 41.67,
673
+ "learning_rate": 2.3755357142857143e-05,
674
+ "loss": 0.2953,
675
+ "step": 3500
676
+ },
677
+ {
678
+ "epoch": 42.0,
679
+ "eval_cer": 0.1345941535064561,
680
+ "eval_loss": 0.3443167209625244,
681
+ "eval_per": 0.22219400711020823,
682
+ "eval_runtime": 30.1578,
683
+ "eval_samples_per_second": 12.7,
684
+ "eval_steps_per_second": 1.592,
685
+ "eval_wer": 0.2254951752158456,
686
+ "step": 3528
687
+ },
688
+ {
689
+ "epoch": 42.86,
690
+ "learning_rate": 2.3576785714285717e-05,
691
+ "loss": 0.2778,
692
+ "step": 3600
693
+ },
694
+ {
695
+ "epoch": 43.0,
696
+ "eval_cer": 0.13507416118657897,
697
+ "eval_loss": 0.34061482548713684,
698
+ "eval_per": 0.2229558151345861,
699
+ "eval_runtime": 30.0853,
700
+ "eval_samples_per_second": 12.73,
701
+ "eval_steps_per_second": 1.595,
702
+ "eval_wer": 0.2254951752158456,
703
+ "step": 3612
704
+ },
705
+ {
706
+ "epoch": 44.0,
707
+ "eval_cer": 0.13670618729899678,
708
+ "eval_loss": 0.3456892967224121,
709
+ "eval_per": 0.2308278313864906,
710
+ "eval_runtime": 30.1071,
711
+ "eval_samples_per_second": 12.721,
712
+ "eval_steps_per_second": 1.594,
713
+ "eval_wer": 0.2346368715083799,
714
+ "step": 3696
715
+ },
716
+ {
717
+ "epoch": 44.0,
718
+ "step": 3696,
719
+ "total_flos": 3.1481023081144828e+19,
720
+ "train_loss": 1.0956278002107298,
721
+ "train_runtime": 26844.9073,
722
+ "train_samples_per_second": 20.026,
723
+ "train_steps_per_second": 0.626
724
+ }
725
+ ],
726
+ "max_steps": 16800,
727
+ "num_train_epochs": 200,
728
+ "total_flos": 3.1481023081144828e+19,
729
+ "trial_name": null,
730
+ "trial_params": null
731
+ }