anuragshas commited on
Commit
7faa6b8
1 Parent(s): 7a43c3b

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 +427 -0
all_results.json ADDED
@@ -0,0 +1,14 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 60.0,
3
+ "eval_loss": 0.2578442692756653,
4
+ "eval_runtime": 33.4828,
5
+ "eval_samples": 1193,
6
+ "eval_samples_per_second": 35.63,
7
+ "eval_steps_per_second": 2.24,
8
+ "eval_wer": 0.22734592299809692,
9
+ "train_loss": 1.5886853283982936,
10
+ "train_runtime": 6665.2028,
11
+ "train_samples": 2606,
12
+ "train_samples_per_second": 23.459,
13
+ "train_steps_per_second": 0.738
14
+ }
eval_results.json ADDED
@@ -0,0 +1,9 @@
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 60.0,
3
+ "eval_loss": 0.2578442692756653,
4
+ "eval_runtime": 33.4828,
5
+ "eval_samples": 1193,
6
+ "eval_samples_per_second": 35.63,
7
+ "eval_steps_per_second": 2.24,
8
+ "eval_wer": 0.22734592299809692
9
+ }
train_results.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 60.0,
3
+ "train_loss": 1.5886853283982936,
4
+ "train_runtime": 6665.2028,
5
+ "train_samples": 2606,
6
+ "train_samples_per_second": 23.459,
7
+ "train_steps_per_second": 0.738
8
+ }
trainer_state.json ADDED
@@ -0,0 +1,427 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": null,
3
+ "best_model_checkpoint": null,
4
+ "epoch": 60.0,
5
+ "global_step": 4920,
6
+ "is_hyper_param_search": false,
7
+ "is_local_process_zero": true,
8
+ "is_world_process_zero": true,
9
+ "log_history": [
10
+ {
11
+ "epoch": 1.22,
12
+ "learning_rate": 7.35e-06,
13
+ "loss": 12.2749,
14
+ "step": 100
15
+ },
16
+ {
17
+ "epoch": 2.44,
18
+ "learning_rate": 1.485e-05,
19
+ "loss": 4.8071,
20
+ "step": 200
21
+ },
22
+ {
23
+ "epoch": 3.66,
24
+ "learning_rate": 2.2349999999999998e-05,
25
+ "loss": 3.5841,
26
+ "step": 300
27
+ },
28
+ {
29
+ "epoch": 4.88,
30
+ "learning_rate": 2.985e-05,
31
+ "loss": 3.1829,
32
+ "step": 400
33
+ },
34
+ {
35
+ "epoch": 4.88,
36
+ "eval_loss": 3.1227903366088867,
37
+ "eval_runtime": 33.8472,
38
+ "eval_samples_per_second": 35.247,
39
+ "eval_steps_per_second": 2.216,
40
+ "eval_wer": 1.0,
41
+ "step": 400
42
+ },
43
+ {
44
+ "epoch": 6.1,
45
+ "learning_rate": 3.735e-05,
46
+ "loss": 3.0323,
47
+ "step": 500
48
+ },
49
+ {
50
+ "epoch": 7.32,
51
+ "learning_rate": 4.484999999999999e-05,
52
+ "loss": 2.9603,
53
+ "step": 600
54
+ },
55
+ {
56
+ "epoch": 8.54,
57
+ "learning_rate": 5.234999999999999e-05,
58
+ "loss": 2.8982,
59
+ "step": 700
60
+ },
61
+ {
62
+ "epoch": 9.76,
63
+ "learning_rate": 5.985e-05,
64
+ "loss": 2.8675,
65
+ "step": 800
66
+ },
67
+ {
68
+ "epoch": 9.76,
69
+ "eval_loss": 2.8616490364074707,
70
+ "eval_runtime": 33.8201,
71
+ "eval_samples_per_second": 35.275,
72
+ "eval_steps_per_second": 2.218,
73
+ "eval_wer": 0.9992680427463037,
74
+ "step": 800
75
+ },
76
+ {
77
+ "epoch": 10.98,
78
+ "learning_rate": 6.735e-05,
79
+ "loss": 2.7893,
80
+ "step": 900
81
+ },
82
+ {
83
+ "epoch": 12.2,
84
+ "learning_rate": 7.484999999999999e-05,
85
+ "loss": 2.2812,
86
+ "step": 1000
87
+ },
88
+ {
89
+ "epoch": 13.41,
90
+ "learning_rate": 7.312499999999999e-05,
91
+ "loss": 1.7369,
92
+ "step": 1100
93
+ },
94
+ {
95
+ "epoch": 14.63,
96
+ "learning_rate": 7.121173469387755e-05,
97
+ "loss": 1.583,
98
+ "step": 1200
99
+ },
100
+ {
101
+ "epoch": 14.63,
102
+ "eval_loss": 0.6392253637313843,
103
+ "eval_runtime": 33.9553,
104
+ "eval_samples_per_second": 35.134,
105
+ "eval_steps_per_second": 2.209,
106
+ "eval_wer": 0.6239203630507978,
107
+ "step": 1200
108
+ },
109
+ {
110
+ "epoch": 15.85,
111
+ "learning_rate": 6.92984693877551e-05,
112
+ "loss": 1.4572,
113
+ "step": 1300
114
+ },
115
+ {
116
+ "epoch": 17.07,
117
+ "learning_rate": 6.738520408163265e-05,
118
+ "loss": 1.3366,
119
+ "step": 1400
120
+ },
121
+ {
122
+ "epoch": 18.29,
123
+ "learning_rate": 6.547193877551019e-05,
124
+ "loss": 1.2668,
125
+ "step": 1500
126
+ },
127
+ {
128
+ "epoch": 19.51,
129
+ "learning_rate": 6.355867346938775e-05,
130
+ "loss": 1.1959,
131
+ "step": 1600
132
+ },
133
+ {
134
+ "epoch": 19.51,
135
+ "eval_loss": 0.36018967628479004,
136
+ "eval_runtime": 33.3624,
137
+ "eval_samples_per_second": 35.759,
138
+ "eval_steps_per_second": 2.248,
139
+ "eval_wer": 0.3651002781437564,
140
+ "step": 1600
141
+ },
142
+ {
143
+ "epoch": 20.73,
144
+ "learning_rate": 6.164540816326531e-05,
145
+ "loss": 1.1694,
146
+ "step": 1700
147
+ },
148
+ {
149
+ "epoch": 21.95,
150
+ "learning_rate": 5.9732142857142846e-05,
151
+ "loss": 1.1001,
152
+ "step": 1800
153
+ },
154
+ {
155
+ "epoch": 23.17,
156
+ "learning_rate": 5.7818877551020404e-05,
157
+ "loss": 1.0737,
158
+ "step": 1900
159
+ },
160
+ {
161
+ "epoch": 24.39,
162
+ "learning_rate": 5.5905612244897955e-05,
163
+ "loss": 1.0276,
164
+ "step": 2000
165
+ },
166
+ {
167
+ "epoch": 24.39,
168
+ "eval_loss": 0.3020930588245392,
169
+ "eval_runtime": 33.6823,
170
+ "eval_samples_per_second": 35.419,
171
+ "eval_steps_per_second": 2.227,
172
+ "eval_wer": 0.29805299370516763,
173
+ "step": 2000
174
+ },
175
+ {
176
+ "epoch": 25.61,
177
+ "learning_rate": 5.3992346938775506e-05,
178
+ "loss": 1.0293,
179
+ "step": 2100
180
+ },
181
+ {
182
+ "epoch": 26.83,
183
+ "learning_rate": 5.207908163265306e-05,
184
+ "loss": 0.9966,
185
+ "step": 2200
186
+ },
187
+ {
188
+ "epoch": 28.05,
189
+ "learning_rate": 5.016581632653061e-05,
190
+ "loss": 0.9721,
191
+ "step": 2300
192
+ },
193
+ {
194
+ "epoch": 29.27,
195
+ "learning_rate": 4.8271683673469385e-05,
196
+ "loss": 0.9671,
197
+ "step": 2400
198
+ },
199
+ {
200
+ "epoch": 29.27,
201
+ "eval_loss": 0.28717485070228577,
202
+ "eval_runtime": 33.2455,
203
+ "eval_samples_per_second": 35.885,
204
+ "eval_steps_per_second": 2.256,
205
+ "eval_wer": 0.27389840433318696,
206
+ "step": 2400
207
+ },
208
+ {
209
+ "epoch": 30.49,
210
+ "learning_rate": 4.635841836734693e-05,
211
+ "loss": 0.9536,
212
+ "step": 2500
213
+ },
214
+ {
215
+ "epoch": 31.71,
216
+ "learning_rate": 4.444515306122448e-05,
217
+ "loss": 0.934,
218
+ "step": 2600
219
+ },
220
+ {
221
+ "epoch": 32.93,
222
+ "learning_rate": 4.253188775510204e-05,
223
+ "loss": 0.9136,
224
+ "step": 2700
225
+ },
226
+ {
227
+ "epoch": 34.15,
228
+ "learning_rate": 4.061862244897959e-05,
229
+ "loss": 0.873,
230
+ "step": 2800
231
+ },
232
+ {
233
+ "epoch": 34.15,
234
+ "eval_loss": 0.259307324886322,
235
+ "eval_runtime": 33.4272,
236
+ "eval_samples_per_second": 35.689,
237
+ "eval_steps_per_second": 2.244,
238
+ "eval_wer": 0.24593763724198506,
239
+ "step": 2800
240
+ },
241
+ {
242
+ "epoch": 35.37,
243
+ "learning_rate": 3.870535714285714e-05,
244
+ "loss": 0.8649,
245
+ "step": 2900
246
+ },
247
+ {
248
+ "epoch": 36.59,
249
+ "learning_rate": 3.679209183673469e-05,
250
+ "loss": 0.8464,
251
+ "step": 3000
252
+ },
253
+ {
254
+ "epoch": 37.8,
255
+ "learning_rate": 3.487882653061224e-05,
256
+ "loss": 0.8545,
257
+ "step": 3100
258
+ },
259
+ {
260
+ "epoch": 39.02,
261
+ "learning_rate": 3.2965561224489794e-05,
262
+ "loss": 0.8513,
263
+ "step": 3200
264
+ },
265
+ {
266
+ "epoch": 39.02,
267
+ "eval_loss": 0.2617344856262207,
268
+ "eval_runtime": 33.3367,
269
+ "eval_samples_per_second": 35.786,
270
+ "eval_steps_per_second": 2.25,
271
+ "eval_wer": 0.24725516029863856,
272
+ "step": 3200
273
+ },
274
+ {
275
+ "epoch": 40.24,
276
+ "learning_rate": 3.1052295918367345e-05,
277
+ "loss": 0.8424,
278
+ "step": 3300
279
+ },
280
+ {
281
+ "epoch": 41.46,
282
+ "learning_rate": 2.9139030612244896e-05,
283
+ "loss": 0.8244,
284
+ "step": 3400
285
+ },
286
+ {
287
+ "epoch": 42.68,
288
+ "learning_rate": 2.7225765306122448e-05,
289
+ "loss": 0.8157,
290
+ "step": 3500
291
+ },
292
+ {
293
+ "epoch": 43.9,
294
+ "learning_rate": 2.53125e-05,
295
+ "loss": 0.8132,
296
+ "step": 3600
297
+ },
298
+ {
299
+ "epoch": 43.9,
300
+ "eval_loss": 0.25475597381591797,
301
+ "eval_runtime": 33.5269,
302
+ "eval_samples_per_second": 35.583,
303
+ "eval_steps_per_second": 2.237,
304
+ "eval_wer": 0.2425706338749817,
305
+ "step": 3600
306
+ },
307
+ {
308
+ "epoch": 45.12,
309
+ "learning_rate": 2.339923469387755e-05,
310
+ "loss": 0.8008,
311
+ "step": 3700
312
+ },
313
+ {
314
+ "epoch": 46.34,
315
+ "learning_rate": 2.14859693877551e-05,
316
+ "loss": 0.7863,
317
+ "step": 3800
318
+ },
319
+ {
320
+ "epoch": 47.56,
321
+ "learning_rate": 1.9572704081632652e-05,
322
+ "loss": 0.7965,
323
+ "step": 3900
324
+ },
325
+ {
326
+ "epoch": 48.78,
327
+ "learning_rate": 1.7659438775510203e-05,
328
+ "loss": 0.7935,
329
+ "step": 4000
330
+ },
331
+ {
332
+ "epoch": 48.78,
333
+ "eval_loss": 0.2637428939342499,
334
+ "eval_runtime": 33.4727,
335
+ "eval_samples_per_second": 35.641,
336
+ "eval_steps_per_second": 2.241,
337
+ "eval_wer": 0.23525106133801785,
338
+ "step": 4000
339
+ },
340
+ {
341
+ "epoch": 50.0,
342
+ "learning_rate": 1.5746173469387754e-05,
343
+ "loss": 0.7857,
344
+ "step": 4100
345
+ },
346
+ {
347
+ "epoch": 51.22,
348
+ "learning_rate": 1.3832908163265304e-05,
349
+ "loss": 0.7834,
350
+ "step": 4200
351
+ },
352
+ {
353
+ "epoch": 52.44,
354
+ "learning_rate": 1.1919642857142855e-05,
355
+ "loss": 0.7732,
356
+ "step": 4300
357
+ },
358
+ {
359
+ "epoch": 53.66,
360
+ "learning_rate": 1.0006377551020406e-05,
361
+ "loss": 0.7565,
362
+ "step": 4400
363
+ },
364
+ {
365
+ "epoch": 53.66,
366
+ "eval_loss": 0.2629481256008148,
367
+ "eval_runtime": 33.9009,
368
+ "eval_samples_per_second": 35.191,
369
+ "eval_steps_per_second": 2.212,
370
+ "eval_wer": 0.23217684087249305,
371
+ "step": 4400
372
+ },
373
+ {
374
+ "epoch": 54.88,
375
+ "learning_rate": 8.093112244897959e-06,
376
+ "loss": 0.7525,
377
+ "step": 4500
378
+ },
379
+ {
380
+ "epoch": 56.1,
381
+ "learning_rate": 6.198979591836734e-06,
382
+ "loss": 0.7716,
383
+ "step": 4600
384
+ },
385
+ {
386
+ "epoch": 57.32,
387
+ "learning_rate": 4.2857142857142855e-06,
388
+ "loss": 0.7521,
389
+ "step": 4700
390
+ },
391
+ {
392
+ "epoch": 58.54,
393
+ "learning_rate": 2.372448979591836e-06,
394
+ "loss": 0.7359,
395
+ "step": 4800
396
+ },
397
+ {
398
+ "epoch": 58.54,
399
+ "eval_loss": 0.2578625977039337,
400
+ "eval_runtime": 33.5888,
401
+ "eval_samples_per_second": 35.518,
402
+ "eval_steps_per_second": 2.233,
403
+ "eval_wer": 0.22529644268774704,
404
+ "step": 4800
405
+ },
406
+ {
407
+ "epoch": 59.76,
408
+ "learning_rate": 4.591836734693877e-07,
409
+ "loss": 0.7476,
410
+ "step": 4900
411
+ },
412
+ {
413
+ "epoch": 60.0,
414
+ "step": 4920,
415
+ "total_flos": 1.5656877251307375e+19,
416
+ "train_loss": 1.5886853283982936,
417
+ "train_runtime": 6665.2028,
418
+ "train_samples_per_second": 23.459,
419
+ "train_steps_per_second": 0.738
420
+ }
421
+ ],
422
+ "max_steps": 4920,
423
+ "num_train_epochs": 60,
424
+ "total_flos": 1.5656877251307375e+19,
425
+ "trial_name": null,
426
+ "trial_params": null
427
+ }