shivam commited on
Commit
9dfeeef
·
1 Parent(s): fa3a133

End of training

Browse files
all_results.json ADDED
@@ -0,0 +1,14 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 400.0,
3
+ "eval_loss": 0.5950954556465149,
4
+ "eval_runtime": 13.595,
5
+ "eval_samples": 306,
6
+ "eval_samples_per_second": 22.508,
7
+ "eval_steps_per_second": 2.869,
8
+ "eval_wer": 0.5435218612113919,
9
+ "train_loss": 1.3667902833765204,
10
+ "train_runtime": 19151.8999,
11
+ "train_samples": 698,
12
+ "train_samples_per_second": 14.578,
13
+ "train_steps_per_second": 0.459
14
+ }
eval_results.json ADDED
@@ -0,0 +1,9 @@
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 400.0,
3
+ "eval_loss": 0.5950954556465149,
4
+ "eval_runtime": 13.595,
5
+ "eval_samples": 306,
6
+ "eval_samples_per_second": 22.508,
7
+ "eval_steps_per_second": 2.869,
8
+ "eval_wer": 0.5435218612113919
9
+ }
pytorch_model.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:690530996fb849c907f456c539b13b97726a80115073a5a4083aefacef43960e
3
  size 1262218865
 
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:d7af4645b6f25facedab2878125586571da40b2d0b39eb271102dbc14914fdfa
3
  size 1262218865
train_results.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 400.0,
3
+ "train_loss": 1.3667902833765204,
4
+ "train_runtime": 19151.8999,
5
+ "train_samples": 698,
6
+ "train_samples_per_second": 14.578,
7
+ "train_steps_per_second": 0.459
8
+ }
trainer_state.json ADDED
@@ -0,0 +1,706 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": null,
3
+ "best_model_checkpoint": null,
4
+ "epoch": 400.0,
5
+ "global_step": 8800,
6
+ "is_hyper_param_search": false,
7
+ "is_local_process_zero": true,
8
+ "is_world_process_zero": true,
9
+ "log_history": [
10
+ {
11
+ "epoch": 4.55,
12
+ "learning_rate": 3.7125e-06,
13
+ "loss": 16.0016,
14
+ "step": 100
15
+ },
16
+ {
17
+ "epoch": 9.09,
18
+ "learning_rate": 7.4625e-06,
19
+ "loss": 8.8896,
20
+ "step": 200
21
+ },
22
+ {
23
+ "epoch": 13.64,
24
+ "learning_rate": 1.1212499999999998e-05,
25
+ "loss": 5.8994,
26
+ "step": 300
27
+ },
28
+ {
29
+ "epoch": 18.18,
30
+ "learning_rate": 1.49625e-05,
31
+ "loss": 4.9866,
32
+ "step": 400
33
+ },
34
+ {
35
+ "epoch": 22.73,
36
+ "learning_rate": 1.8712499999999997e-05,
37
+ "loss": 4.2706,
38
+ "step": 500
39
+ },
40
+ {
41
+ "epoch": 22.73,
42
+ "eval_loss": 4.017421722412109,
43
+ "eval_runtime": 13.7125,
44
+ "eval_samples_per_second": 22.315,
45
+ "eval_steps_per_second": 2.844,
46
+ "eval_wer": 1.0,
47
+ "step": 500
48
+ },
49
+ {
50
+ "epoch": 27.27,
51
+ "learning_rate": 2.2462499999999997e-05,
52
+ "loss": 3.7391,
53
+ "step": 600
54
+ },
55
+ {
56
+ "epoch": 31.82,
57
+ "learning_rate": 2.6212499999999997e-05,
58
+ "loss": 3.4669,
59
+ "step": 700
60
+ },
61
+ {
62
+ "epoch": 36.36,
63
+ "learning_rate": 2.99625e-05,
64
+ "loss": 3.3769,
65
+ "step": 800
66
+ },
67
+ {
68
+ "epoch": 40.91,
69
+ "learning_rate": 3.37125e-05,
70
+ "loss": 3.304,
71
+ "step": 900
72
+ },
73
+ {
74
+ "epoch": 45.45,
75
+ "learning_rate": 3.7462499999999996e-05,
76
+ "loss": 3.2492,
77
+ "step": 1000
78
+ },
79
+ {
80
+ "epoch": 45.45,
81
+ "eval_loss": 3.2308928966522217,
82
+ "eval_runtime": 13.6766,
83
+ "eval_samples_per_second": 22.374,
84
+ "eval_steps_per_second": 2.852,
85
+ "eval_wer": 0.9907741676694746,
86
+ "step": 1000
87
+ },
88
+ {
89
+ "epoch": 50.0,
90
+ "learning_rate": 4.12125e-05,
91
+ "loss": 3.1542,
92
+ "step": 1100
93
+ },
94
+ {
95
+ "epoch": 54.55,
96
+ "learning_rate": 4.4962499999999995e-05,
97
+ "loss": 2.9723,
98
+ "step": 1200
99
+ },
100
+ {
101
+ "epoch": 59.09,
102
+ "learning_rate": 4.871249999999999e-05,
103
+ "loss": 2.6187,
104
+ "step": 1300
105
+ },
106
+ {
107
+ "epoch": 63.64,
108
+ "learning_rate": 5.2462499999999994e-05,
109
+ "loss": 2.2201,
110
+ "step": 1400
111
+ },
112
+ {
113
+ "epoch": 68.18,
114
+ "learning_rate": 5.62125e-05,
115
+ "loss": 1.9709,
116
+ "step": 1500
117
+ },
118
+ {
119
+ "epoch": 68.18,
120
+ "eval_loss": 1.0651201009750366,
121
+ "eval_runtime": 13.4664,
122
+ "eval_samples_per_second": 22.723,
123
+ "eval_steps_per_second": 2.896,
124
+ "eval_wer": 0.8439630966706779,
125
+ "step": 1500
126
+ },
127
+ {
128
+ "epoch": 72.73,
129
+ "learning_rate": 5.9962499999999994e-05,
130
+ "loss": 1.7822,
131
+ "step": 1600
132
+ },
133
+ {
134
+ "epoch": 77.27,
135
+ "learning_rate": 6.37125e-05,
136
+ "loss": 1.6511,
137
+ "step": 1700
138
+ },
139
+ {
140
+ "epoch": 81.82,
141
+ "learning_rate": 6.746249999999999e-05,
142
+ "loss": 1.5519,
143
+ "step": 1800
144
+ },
145
+ {
146
+ "epoch": 86.36,
147
+ "learning_rate": 7.121249999999999e-05,
148
+ "loss": 1.4612,
149
+ "step": 1900
150
+ },
151
+ {
152
+ "epoch": 90.91,
153
+ "learning_rate": 7.49625e-05,
154
+ "loss": 1.4088,
155
+ "step": 2000
156
+ },
157
+ {
158
+ "epoch": 90.91,
159
+ "eval_loss": 0.576468288898468,
160
+ "eval_runtime": 13.6104,
161
+ "eval_samples_per_second": 22.483,
162
+ "eval_steps_per_second": 2.865,
163
+ "eval_wer": 0.6550340954673085,
164
+ "step": 2000
165
+ },
166
+ {
167
+ "epoch": 95.45,
168
+ "learning_rate": 7.390808823529411e-05,
169
+ "loss": 1.3302,
170
+ "step": 2100
171
+ },
172
+ {
173
+ "epoch": 100.0,
174
+ "learning_rate": 7.280514705882352e-05,
175
+ "loss": 1.2739,
176
+ "step": 2200
177
+ },
178
+ {
179
+ "epoch": 104.55,
180
+ "learning_rate": 7.171323529411764e-05,
181
+ "loss": 1.2181,
182
+ "step": 2300
183
+ },
184
+ {
185
+ "epoch": 109.09,
186
+ "learning_rate": 7.062132352941176e-05,
187
+ "loss": 1.1776,
188
+ "step": 2400
189
+ },
190
+ {
191
+ "epoch": 113.64,
192
+ "learning_rate": 6.951838235294117e-05,
193
+ "loss": 1.1326,
194
+ "step": 2500
195
+ },
196
+ {
197
+ "epoch": 113.64,
198
+ "eval_loss": 0.48421531915664673,
199
+ "eval_runtime": 13.6288,
200
+ "eval_samples_per_second": 22.452,
201
+ "eval_steps_per_second": 2.862,
202
+ "eval_wer": 0.5760128359406338,
203
+ "step": 2500
204
+ },
205
+ {
206
+ "epoch": 118.18,
207
+ "learning_rate": 6.841544117647059e-05,
208
+ "loss": 1.0897,
209
+ "step": 2600
210
+ },
211
+ {
212
+ "epoch": 122.73,
213
+ "learning_rate": 6.731249999999999e-05,
214
+ "loss": 1.0634,
215
+ "step": 2700
216
+ },
217
+ {
218
+ "epoch": 127.27,
219
+ "learning_rate": 6.62095588235294e-05,
220
+ "loss": 1.0321,
221
+ "step": 2800
222
+ },
223
+ {
224
+ "epoch": 131.82,
225
+ "learning_rate": 6.510661764705882e-05,
226
+ "loss": 0.9962,
227
+ "step": 2900
228
+ },
229
+ {
230
+ "epoch": 136.36,
231
+ "learning_rate": 6.400367647058824e-05,
232
+ "loss": 0.9709,
233
+ "step": 3000
234
+ },
235
+ {
236
+ "epoch": 136.36,
237
+ "eval_loss": 0.4784719944000244,
238
+ "eval_runtime": 13.5638,
239
+ "eval_samples_per_second": 22.56,
240
+ "eval_steps_per_second": 2.875,
241
+ "eval_wer": 0.6012835940633775,
242
+ "step": 3000
243
+ },
244
+ {
245
+ "epoch": 140.91,
246
+ "learning_rate": 6.290073529411764e-05,
247
+ "loss": 0.935,
248
+ "step": 3100
249
+ },
250
+ {
251
+ "epoch": 145.45,
252
+ "learning_rate": 6.179779411764705e-05,
253
+ "loss": 0.9179,
254
+ "step": 3200
255
+ },
256
+ {
257
+ "epoch": 150.0,
258
+ "learning_rate": 6.069485294117646e-05,
259
+ "loss": 0.8854,
260
+ "step": 3300
261
+ },
262
+ {
263
+ "epoch": 154.55,
264
+ "learning_rate": 5.9591911764705876e-05,
265
+ "loss": 0.87,
266
+ "step": 3400
267
+ },
268
+ {
269
+ "epoch": 159.09,
270
+ "learning_rate": 5.848897058823529e-05,
271
+ "loss": 0.8433,
272
+ "step": 3500
273
+ },
274
+ {
275
+ "epoch": 159.09,
276
+ "eval_loss": 0.5048245191574097,
277
+ "eval_runtime": 14.3488,
278
+ "eval_samples_per_second": 21.326,
279
+ "eval_steps_per_second": 2.718,
280
+ "eval_wer": 0.5419173686321701,
281
+ "step": 3500
282
+ },
283
+ {
284
+ "epoch": 163.64,
285
+ "learning_rate": 5.73860294117647e-05,
286
+ "loss": 0.8145,
287
+ "step": 3600
288
+ },
289
+ {
290
+ "epoch": 168.18,
291
+ "learning_rate": 5.6283088235294115e-05,
292
+ "loss": 0.7986,
293
+ "step": 3700
294
+ },
295
+ {
296
+ "epoch": 172.73,
297
+ "learning_rate": 5.5180147058823523e-05,
298
+ "loss": 0.7804,
299
+ "step": 3800
300
+ },
301
+ {
302
+ "epoch": 177.27,
303
+ "learning_rate": 5.407720588235294e-05,
304
+ "loss": 0.7639,
305
+ "step": 3900
306
+ },
307
+ {
308
+ "epoch": 181.82,
309
+ "learning_rate": 5.297426470588235e-05,
310
+ "loss": 0.7404,
311
+ "step": 4000
312
+ },
313
+ {
314
+ "epoch": 181.82,
315
+ "eval_loss": 0.5051876902580261,
316
+ "eval_runtime": 14.251,
317
+ "eval_samples_per_second": 21.472,
318
+ "eval_steps_per_second": 2.737,
319
+ "eval_wer": 0.533894905736061,
320
+ "step": 4000
321
+ },
322
+ {
323
+ "epoch": 186.36,
324
+ "learning_rate": 5.187132352941176e-05,
325
+ "loss": 0.7352,
326
+ "step": 4100
327
+ },
328
+ {
329
+ "epoch": 190.91,
330
+ "learning_rate": 5.076838235294117e-05,
331
+ "loss": 0.7073,
332
+ "step": 4200
333
+ },
334
+ {
335
+ "epoch": 195.45,
336
+ "learning_rate": 4.9665441176470586e-05,
337
+ "loss": 0.6933,
338
+ "step": 4300
339
+ },
340
+ {
341
+ "epoch": 200.0,
342
+ "learning_rate": 4.8562499999999995e-05,
343
+ "loss": 0.6729,
344
+ "step": 4400
345
+ },
346
+ {
347
+ "epoch": 204.55,
348
+ "learning_rate": 4.747058823529411e-05,
349
+ "loss": 0.6589,
350
+ "step": 4500
351
+ },
352
+ {
353
+ "epoch": 204.55,
354
+ "eval_loss": 0.5237030982971191,
355
+ "eval_runtime": 13.4774,
356
+ "eval_samples_per_second": 22.705,
357
+ "eval_steps_per_second": 2.894,
358
+ "eval_wer": 0.5896510228640193,
359
+ "step": 4500
360
+ },
361
+ {
362
+ "epoch": 209.09,
363
+ "learning_rate": 4.6367647058823526e-05,
364
+ "loss": 0.644,
365
+ "step": 4600
366
+ },
367
+ {
368
+ "epoch": 213.64,
369
+ "learning_rate": 4.5264705882352935e-05,
370
+ "loss": 0.6221,
371
+ "step": 4700
372
+ },
373
+ {
374
+ "epoch": 218.18,
375
+ "learning_rate": 4.416176470588235e-05,
376
+ "loss": 0.6119,
377
+ "step": 4800
378
+ },
379
+ {
380
+ "epoch": 222.73,
381
+ "learning_rate": 4.305882352941176e-05,
382
+ "loss": 0.601,
383
+ "step": 4900
384
+ },
385
+ {
386
+ "epoch": 227.27,
387
+ "learning_rate": 4.196691176470588e-05,
388
+ "loss": 0.5831,
389
+ "step": 5000
390
+ },
391
+ {
392
+ "epoch": 227.27,
393
+ "eval_loss": 0.5166385769844055,
394
+ "eval_runtime": 13.5084,
395
+ "eval_samples_per_second": 22.653,
396
+ "eval_steps_per_second": 2.887,
397
+ "eval_wer": 0.5447252306458082,
398
+ "step": 5000
399
+ },
400
+ {
401
+ "epoch": 231.82,
402
+ "learning_rate": 4.086397058823529e-05,
403
+ "loss": 0.579,
404
+ "step": 5100
405
+ },
406
+ {
407
+ "epoch": 236.36,
408
+ "learning_rate": 3.9761029411764705e-05,
409
+ "loss": 0.5577,
410
+ "step": 5200
411
+ },
412
+ {
413
+ "epoch": 240.91,
414
+ "learning_rate": 3.8658088235294113e-05,
415
+ "loss": 0.547,
416
+ "step": 5300
417
+ },
418
+ {
419
+ "epoch": 245.45,
420
+ "learning_rate": 3.755514705882353e-05,
421
+ "loss": 0.5452,
422
+ "step": 5400
423
+ },
424
+ {
425
+ "epoch": 250.0,
426
+ "learning_rate": 3.645220588235294e-05,
427
+ "loss": 0.5375,
428
+ "step": 5500
429
+ },
430
+ {
431
+ "epoch": 250.0,
432
+ "eval_loss": 0.5291843414306641,
433
+ "eval_runtime": 13.5842,
434
+ "eval_samples_per_second": 22.526,
435
+ "eval_steps_per_second": 2.871,
436
+ "eval_wer": 0.5487364620938628,
437
+ "step": 5500
438
+ },
439
+ {
440
+ "epoch": 254.55,
441
+ "learning_rate": 3.534926470588235e-05,
442
+ "loss": 0.5233,
443
+ "step": 5600
444
+ },
445
+ {
446
+ "epoch": 259.09,
447
+ "learning_rate": 3.424632352941176e-05,
448
+ "loss": 0.5081,
449
+ "step": 5700
450
+ },
451
+ {
452
+ "epoch": 263.64,
453
+ "learning_rate": 3.314338235294117e-05,
454
+ "loss": 0.5033,
455
+ "step": 5800
456
+ },
457
+ {
458
+ "epoch": 268.18,
459
+ "learning_rate": 3.2040441176470585e-05,
460
+ "loss": 0.4857,
461
+ "step": 5900
462
+ },
463
+ {
464
+ "epoch": 272.73,
465
+ "learning_rate": 3.093749999999999e-05,
466
+ "loss": 0.4784,
467
+ "step": 6000
468
+ },
469
+ {
470
+ "epoch": 272.73,
471
+ "eval_loss": 0.548018217086792,
472
+ "eval_runtime": 13.4861,
473
+ "eval_samples_per_second": 22.69,
474
+ "eval_steps_per_second": 2.892,
475
+ "eval_wer": 0.5595667870036101,
476
+ "step": 6000
477
+ },
478
+ {
479
+ "epoch": 277.27,
480
+ "learning_rate": 2.9834558823529408e-05,
481
+ "loss": 0.4693,
482
+ "step": 6100
483
+ },
484
+ {
485
+ "epoch": 281.82,
486
+ "learning_rate": 2.8731617647058824e-05,
487
+ "loss": 0.4673,
488
+ "step": 6200
489
+ },
490
+ {
491
+ "epoch": 286.36,
492
+ "learning_rate": 2.7628676470588235e-05,
493
+ "loss": 0.4582,
494
+ "step": 6300
495
+ },
496
+ {
497
+ "epoch": 290.91,
498
+ "learning_rate": 2.6525735294117647e-05,
499
+ "loss": 0.4397,
500
+ "step": 6400
501
+ },
502
+ {
503
+ "epoch": 295.45,
504
+ "learning_rate": 2.542279411764706e-05,
505
+ "loss": 0.4421,
506
+ "step": 6500
507
+ },
508
+ {
509
+ "epoch": 295.45,
510
+ "eval_loss": 0.5682183504104614,
511
+ "eval_runtime": 13.4936,
512
+ "eval_samples_per_second": 22.677,
513
+ "eval_steps_per_second": 2.89,
514
+ "eval_wer": 0.5467308463698355,
515
+ "step": 6500
516
+ },
517
+ {
518
+ "epoch": 300.0,
519
+ "learning_rate": 2.431985294117647e-05,
520
+ "loss": 0.4361,
521
+ "step": 6600
522
+ },
523
+ {
524
+ "epoch": 304.55,
525
+ "learning_rate": 2.321691176470588e-05,
526
+ "loss": 0.4287,
527
+ "step": 6700
528
+ },
529
+ {
530
+ "epoch": 309.09,
531
+ "learning_rate": 2.211397058823529e-05,
532
+ "loss": 0.4181,
533
+ "step": 6800
534
+ },
535
+ {
536
+ "epoch": 313.64,
537
+ "learning_rate": 2.1011029411764703e-05,
538
+ "loss": 0.4156,
539
+ "step": 6900
540
+ },
541
+ {
542
+ "epoch": 318.18,
543
+ "learning_rate": 1.9908088235294115e-05,
544
+ "loss": 0.4047,
545
+ "step": 7000
546
+ },
547
+ {
548
+ "epoch": 318.18,
549
+ "eval_loss": 0.5681235194206238,
550
+ "eval_runtime": 13.3347,
551
+ "eval_samples_per_second": 22.948,
552
+ "eval_steps_per_second": 2.925,
553
+ "eval_wer": 0.5447252306458082,
554
+ "step": 7000
555
+ },
556
+ {
557
+ "epoch": 322.73,
558
+ "learning_rate": 1.8805147058823527e-05,
559
+ "loss": 0.3978,
560
+ "step": 7100
561
+ },
562
+ {
563
+ "epoch": 327.27,
564
+ "learning_rate": 1.770220588235294e-05,
565
+ "loss": 0.3874,
566
+ "step": 7200
567
+ },
568
+ {
569
+ "epoch": 331.82,
570
+ "learning_rate": 1.659926470588235e-05,
571
+ "loss": 0.385,
572
+ "step": 7300
573
+ },
574
+ {
575
+ "epoch": 336.36,
576
+ "learning_rate": 1.5496323529411763e-05,
577
+ "loss": 0.3817,
578
+ "step": 7400
579
+ },
580
+ {
581
+ "epoch": 340.91,
582
+ "learning_rate": 1.4393382352941176e-05,
583
+ "loss": 0.3779,
584
+ "step": 7500
585
+ },
586
+ {
587
+ "epoch": 340.91,
588
+ "eval_loss": 0.578274667263031,
589
+ "eval_runtime": 13.5305,
590
+ "eval_samples_per_second": 22.616,
591
+ "eval_steps_per_second": 2.882,
592
+ "eval_wer": 0.5346971520256719,
593
+ "step": 7500
594
+ },
595
+ {
596
+ "epoch": 345.45,
597
+ "learning_rate": 1.3290441176470588e-05,
598
+ "loss": 0.3702,
599
+ "step": 7600
600
+ },
601
+ {
602
+ "epoch": 350.0,
603
+ "learning_rate": 1.21875e-05,
604
+ "loss": 0.3723,
605
+ "step": 7700
606
+ },
607
+ {
608
+ "epoch": 354.55,
609
+ "learning_rate": 1.1084558823529412e-05,
610
+ "loss": 0.3646,
611
+ "step": 7800
612
+ },
613
+ {
614
+ "epoch": 359.09,
615
+ "learning_rate": 9.981617647058822e-06,
616
+ "loss": 0.3478,
617
+ "step": 7900
618
+ },
619
+ {
620
+ "epoch": 363.64,
621
+ "learning_rate": 8.878676470588234e-06,
622
+ "loss": 0.3525,
623
+ "step": 8000
624
+ },
625
+ {
626
+ "epoch": 363.64,
627
+ "eval_loss": 0.5856263041496277,
628
+ "eval_runtime": 13.4874,
629
+ "eval_samples_per_second": 22.688,
630
+ "eval_steps_per_second": 2.892,
631
+ "eval_wer": 0.5367027677496992,
632
+ "step": 8000
633
+ },
634
+ {
635
+ "epoch": 368.18,
636
+ "learning_rate": 7.775735294117647e-06,
637
+ "loss": 0.3574,
638
+ "step": 8100
639
+ },
640
+ {
641
+ "epoch": 372.73,
642
+ "learning_rate": 6.672794117647058e-06,
643
+ "loss": 0.3495,
644
+ "step": 8200
645
+ },
646
+ {
647
+ "epoch": 377.27,
648
+ "learning_rate": 5.56985294117647e-06,
649
+ "loss": 0.3576,
650
+ "step": 8300
651
+ },
652
+ {
653
+ "epoch": 381.82,
654
+ "learning_rate": 4.466911764705882e-06,
655
+ "loss": 0.3441,
656
+ "step": 8400
657
+ },
658
+ {
659
+ "epoch": 386.36,
660
+ "learning_rate": 3.363970588235294e-06,
661
+ "loss": 0.3393,
662
+ "step": 8500
663
+ },
664
+ {
665
+ "epoch": 386.36,
666
+ "eval_loss": 0.5959608554840088,
667
+ "eval_runtime": 13.5943,
668
+ "eval_samples_per_second": 22.509,
669
+ "eval_steps_per_second": 2.869,
670
+ "eval_wer": 0.5359005214600883,
671
+ "step": 8500
672
+ },
673
+ {
674
+ "epoch": 390.91,
675
+ "learning_rate": 2.2610294117647057e-06,
676
+ "loss": 0.3366,
677
+ "step": 8600
678
+ },
679
+ {
680
+ "epoch": 395.45,
681
+ "learning_rate": 1.1580882352941175e-06,
682
+ "loss": 0.3404,
683
+ "step": 8700
684
+ },
685
+ {
686
+ "epoch": 400.0,
687
+ "learning_rate": 5.514705882352941e-08,
688
+ "loss": 0.3312,
689
+ "step": 8800
690
+ },
691
+ {
692
+ "epoch": 400.0,
693
+ "step": 8800,
694
+ "total_flos": 4.6124470831742304e+19,
695
+ "train_loss": 1.3667902833765204,
696
+ "train_runtime": 19151.8999,
697
+ "train_samples_per_second": 14.578,
698
+ "train_steps_per_second": 0.459
699
+ }
700
+ ],
701
+ "max_steps": 8800,
702
+ "num_train_epochs": 400,
703
+ "total_flos": 4.6124470831742304e+19,
704
+ "trial_name": null,
705
+ "trial_params": null
706
+ }