tuanio commited on
Commit
a36e801
1 Parent(s): 17500d4

End of training

Browse files
Files changed (1) hide show
  1. trainer_state.json +1618 -0
trainer_state.json ADDED
@@ -0,0 +1,1618 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": 0.08375041708375042,
3
+ "best_model_checkpoint": "w2v2_ablation_focal_ctc_a0.5_g1.0-best_on-ling_head-tp0.025_tl10_fp0.001_fl16/checkpoint-6400",
4
+ "epoch": 100.0,
5
+ "eval_steps": 100,
6
+ "global_step": 10600,
7
+ "is_hyper_param_search": false,
8
+ "is_local_process_zero": true,
9
+ "is_world_process_zero": true,
10
+ "log_history": [
11
+ {
12
+ "epoch": 0.94,
13
+ "learning_rate": 1.3018867924528303e-06,
14
+ "loss": 891.4405,
15
+ "step": 100
16
+ },
17
+ {
18
+ "epoch": 0.94,
19
+ "eval_loss": 581.3978271484375,
20
+ "eval_runtime": 2.4666,
21
+ "eval_samples_per_second": 290.689,
22
+ "eval_steps_per_second": 4.865,
23
+ "eval_wer": 18.640974307640974,
24
+ "step": 100
25
+ },
26
+ {
27
+ "epoch": 1.89,
28
+ "learning_rate": 3.188679245283019e-06,
29
+ "loss": 615.8164,
30
+ "step": 200
31
+ },
32
+ {
33
+ "epoch": 1.89,
34
+ "eval_loss": 221.5819854736328,
35
+ "eval_runtime": 2.8135,
36
+ "eval_samples_per_second": 254.845,
37
+ "eval_steps_per_second": 4.265,
38
+ "eval_wer": 17.006506506506508,
39
+ "step": 200
40
+ },
41
+ {
42
+ "epoch": 2.83,
43
+ "learning_rate": 5.075471698113208e-06,
44
+ "loss": 105.0527,
45
+ "step": 300
46
+ },
47
+ {
48
+ "epoch": 2.83,
49
+ "eval_loss": 43.92854309082031,
50
+ "eval_runtime": 2.3487,
51
+ "eval_samples_per_second": 305.278,
52
+ "eval_steps_per_second": 5.109,
53
+ "eval_wer": 1.0,
54
+ "step": 300
55
+ },
56
+ {
57
+ "epoch": 3.77,
58
+ "learning_rate": 6.9622641509433965e-06,
59
+ "loss": 56.2539,
60
+ "step": 400
61
+ },
62
+ {
63
+ "epoch": 3.77,
64
+ "eval_loss": 40.22616958618164,
65
+ "eval_runtime": 2.3996,
66
+ "eval_samples_per_second": 298.803,
67
+ "eval_steps_per_second": 5.001,
68
+ "eval_wer": 1.0,
69
+ "step": 400
70
+ },
71
+ {
72
+ "epoch": 4.72,
73
+ "learning_rate": 8.849056603773587e-06,
74
+ "loss": 51.7117,
75
+ "step": 500
76
+ },
77
+ {
78
+ "epoch": 4.72,
79
+ "eval_loss": 38.23342514038086,
80
+ "eval_runtime": 2.5797,
81
+ "eval_samples_per_second": 277.941,
82
+ "eval_steps_per_second": 4.652,
83
+ "eval_wer": 1.0,
84
+ "step": 500
85
+ },
86
+ {
87
+ "epoch": 5.66,
88
+ "learning_rate": 1.0735849056603775e-05,
89
+ "loss": 49.7296,
90
+ "step": 600
91
+ },
92
+ {
93
+ "epoch": 5.66,
94
+ "eval_loss": 37.437381744384766,
95
+ "eval_runtime": 2.2537,
96
+ "eval_samples_per_second": 318.14,
97
+ "eval_steps_per_second": 5.325,
98
+ "eval_wer": 1.0,
99
+ "step": 600
100
+ },
101
+ {
102
+ "epoch": 6.6,
103
+ "learning_rate": 1.2622641509433964e-05,
104
+ "loss": 49.0593,
105
+ "step": 700
106
+ },
107
+ {
108
+ "epoch": 6.6,
109
+ "eval_loss": 36.85405349731445,
110
+ "eval_runtime": 2.1992,
111
+ "eval_samples_per_second": 326.031,
112
+ "eval_steps_per_second": 5.457,
113
+ "eval_wer": 1.0,
114
+ "step": 700
115
+ },
116
+ {
117
+ "epoch": 7.55,
118
+ "learning_rate": 1.4509433962264152e-05,
119
+ "loss": 48.6631,
120
+ "step": 800
121
+ },
122
+ {
123
+ "epoch": 7.55,
124
+ "eval_loss": 36.42982482910156,
125
+ "eval_runtime": 2.4315,
126
+ "eval_samples_per_second": 294.884,
127
+ "eval_steps_per_second": 4.935,
128
+ "eval_wer": 1.0,
129
+ "step": 800
130
+ },
131
+ {
132
+ "epoch": 8.49,
133
+ "learning_rate": 1.6396226415094342e-05,
134
+ "loss": 47.483,
135
+ "step": 900
136
+ },
137
+ {
138
+ "epoch": 8.49,
139
+ "eval_loss": 36.36098861694336,
140
+ "eval_runtime": 2.1644,
141
+ "eval_samples_per_second": 331.262,
142
+ "eval_steps_per_second": 5.544,
143
+ "eval_wer": 1.0,
144
+ "step": 900
145
+ },
146
+ {
147
+ "epoch": 9.43,
148
+ "learning_rate": 1.828301886792453e-05,
149
+ "loss": 46.5326,
150
+ "step": 1000
151
+ },
152
+ {
153
+ "epoch": 9.43,
154
+ "eval_loss": 34.743927001953125,
155
+ "eval_runtime": 2.6114,
156
+ "eval_samples_per_second": 274.56,
157
+ "eval_steps_per_second": 4.595,
158
+ "eval_wer": 0.9656322989656323,
159
+ "step": 1000
160
+ },
161
+ {
162
+ "epoch": 10.38,
163
+ "learning_rate": 1.9999956080468243e-05,
164
+ "loss": 39.0329,
165
+ "step": 1100
166
+ },
167
+ {
168
+ "epoch": 10.38,
169
+ "eval_loss": 19.4442138671875,
170
+ "eval_runtime": 2.3729,
171
+ "eval_samples_per_second": 302.165,
172
+ "eval_steps_per_second": 5.057,
173
+ "eval_wer": 0.5705705705705706,
174
+ "step": 1100
175
+ },
176
+ {
177
+ "epoch": 11.32,
178
+ "learning_rate": 1.9993558613386698e-05,
179
+ "loss": 22.0857,
180
+ "step": 1200
181
+ },
182
+ {
183
+ "epoch": 11.32,
184
+ "eval_loss": 8.493810653686523,
185
+ "eval_runtime": 2.2444,
186
+ "eval_samples_per_second": 319.467,
187
+ "eval_steps_per_second": 5.347,
188
+ "eval_wer": 0.2355689022355689,
189
+ "step": 1200
190
+ },
191
+ {
192
+ "epoch": 12.26,
193
+ "learning_rate": 1.9976324774125003e-05,
194
+ "loss": 14.0187,
195
+ "step": 1300
196
+ },
197
+ {
198
+ "epoch": 12.26,
199
+ "eval_loss": 5.681478500366211,
200
+ "eval_runtime": 2.3861,
201
+ "eval_samples_per_second": 300.488,
202
+ "eval_steps_per_second": 5.029,
203
+ "eval_wer": 0.17559225892559227,
204
+ "step": 1300
205
+ },
206
+ {
207
+ "epoch": 13.21,
208
+ "learning_rate": 1.994827324994998e-05,
209
+ "loss": 10.601,
210
+ "step": 1400
211
+ },
212
+ {
213
+ "epoch": 13.21,
214
+ "eval_loss": 4.49777364730835,
215
+ "eval_runtime": 2.4005,
216
+ "eval_samples_per_second": 298.685,
217
+ "eval_steps_per_second": 4.999,
218
+ "eval_wer": 0.14781448114781448,
219
+ "step": 1400
220
+ },
221
+ {
222
+ "epoch": 14.15,
223
+ "learning_rate": 1.9909876114418242e-05,
224
+ "loss": 9.0735,
225
+ "step": 1500
226
+ },
227
+ {
228
+ "epoch": 14.15,
229
+ "eval_loss": 3.877713203430176,
230
+ "eval_runtime": 2.2377,
231
+ "eval_samples_per_second": 320.415,
232
+ "eval_steps_per_second": 5.363,
233
+ "eval_wer": 0.13863863863863865,
234
+ "step": 1500
235
+ },
236
+ {
237
+ "epoch": 15.09,
238
+ "learning_rate": 1.9860399374007944e-05,
239
+ "loss": 7.449,
240
+ "step": 1600
241
+ },
242
+ {
243
+ "epoch": 15.09,
244
+ "eval_loss": 3.336148500442505,
245
+ "eval_runtime": 2.3804,
246
+ "eval_samples_per_second": 301.214,
247
+ "eval_steps_per_second": 5.041,
248
+ "eval_wer": 0.1254587921254588,
249
+ "step": 1600
250
+ },
251
+ {
252
+ "epoch": 16.04,
253
+ "learning_rate": 1.980023065073195e-05,
254
+ "loss": 6.8473,
255
+ "step": 1700
256
+ },
257
+ {
258
+ "epoch": 16.04,
259
+ "eval_loss": 3.125661849975586,
260
+ "eval_runtime": 2.5179,
261
+ "eval_samples_per_second": 284.762,
262
+ "eval_steps_per_second": 4.766,
263
+ "eval_wer": 0.1285452118785452,
264
+ "step": 1700
265
+ },
266
+ {
267
+ "epoch": 16.98,
268
+ "learning_rate": 1.972943518768377e-05,
269
+ "loss": 6.3913,
270
+ "step": 1800
271
+ },
272
+ {
273
+ "epoch": 16.98,
274
+ "eval_loss": 2.9601635932922363,
275
+ "eval_runtime": 2.6235,
276
+ "eval_samples_per_second": 273.295,
277
+ "eval_steps_per_second": 4.574,
278
+ "eval_wer": 0.12328995662328995,
279
+ "step": 1800
280
+ },
281
+ {
282
+ "epoch": 17.92,
283
+ "learning_rate": 1.964808975090999e-05,
284
+ "loss": 5.8235,
285
+ "step": 1900
286
+ },
287
+ {
288
+ "epoch": 17.92,
289
+ "eval_loss": 2.684321641921997,
290
+ "eval_runtime": 2.4532,
291
+ "eval_samples_per_second": 292.273,
292
+ "eval_steps_per_second": 4.892,
293
+ "eval_wer": 0.11519853186519853,
294
+ "step": 1900
295
+ },
296
+ {
297
+ "epoch": 18.87,
298
+ "learning_rate": 1.955628254617017e-05,
299
+ "loss": 5.8092,
300
+ "step": 2000
301
+ },
302
+ {
303
+ "epoch": 18.87,
304
+ "eval_loss": 2.5890989303588867,
305
+ "eval_runtime": 2.2989,
306
+ "eval_samples_per_second": 311.887,
307
+ "eval_steps_per_second": 5.22,
308
+ "eval_wer": 0.1091091091091091,
309
+ "step": 2000
310
+ },
311
+ {
312
+ "epoch": 19.81,
313
+ "learning_rate": 1.9454113123292133e-05,
314
+ "loss": 5.5489,
315
+ "step": 2100
316
+ },
317
+ {
318
+ "epoch": 19.81,
319
+ "eval_loss": 2.6684679985046387,
320
+ "eval_runtime": 2.3348,
321
+ "eval_samples_per_second": 307.093,
322
+ "eval_steps_per_second": 5.14,
323
+ "eval_wer": 0.12829496162829496,
324
+ "step": 2100
325
+ },
326
+ {
327
+ "epoch": 20.75,
328
+ "learning_rate": 1.9341692268226572e-05,
329
+ "loss": 5.4259,
330
+ "step": 2200
331
+ },
332
+ {
333
+ "epoch": 20.75,
334
+ "eval_loss": 2.6267759799957275,
335
+ "eval_runtime": 2.3482,
336
+ "eval_samples_per_second": 305.342,
337
+ "eval_steps_per_second": 5.11,
338
+ "eval_wer": 0.1195362028695362,
339
+ "step": 2200
340
+ },
341
+ {
342
+ "epoch": 21.7,
343
+ "learning_rate": 1.9220417100652305e-05,
344
+ "loss": 4.9683,
345
+ "step": 2300
346
+ },
347
+ {
348
+ "epoch": 21.7,
349
+ "eval_loss": 2.497040033340454,
350
+ "eval_runtime": 2.4103,
351
+ "eval_samples_per_second": 297.471,
352
+ "eval_steps_per_second": 4.979,
353
+ "eval_wer": 0.11461461461461461,
354
+ "step": 2300
355
+ },
356
+ {
357
+ "epoch": 22.64,
358
+ "learning_rate": 1.9087969343798767e-05,
359
+ "loss": 4.8524,
360
+ "step": 2400
361
+ },
362
+ {
363
+ "epoch": 22.64,
364
+ "eval_loss": 2.4337053298950195,
365
+ "eval_runtime": 2.2521,
366
+ "eval_samples_per_second": 318.374,
367
+ "eval_steps_per_second": 5.328,
368
+ "eval_wer": 0.11244577911244578,
369
+ "step": 2400
370
+ },
371
+ {
372
+ "epoch": 23.58,
373
+ "learning_rate": 1.8945667177522016e-05,
374
+ "loss": 4.8404,
375
+ "step": 2500
376
+ },
377
+ {
378
+ "epoch": 23.58,
379
+ "eval_loss": 2.363196849822998,
380
+ "eval_runtime": 2.43,
381
+ "eval_samples_per_second": 295.063,
382
+ "eval_steps_per_second": 4.938,
383
+ "eval_wer": 0.10176843510176843,
384
+ "step": 2500
385
+ },
386
+ {
387
+ "epoch": 24.53,
388
+ "learning_rate": 1.8793664905138368e-05,
389
+ "loss": 4.3451,
390
+ "step": 2600
391
+ },
392
+ {
393
+ "epoch": 24.53,
394
+ "eval_loss": 2.33536958694458,
395
+ "eval_runtime": 2.2481,
396
+ "eval_samples_per_second": 318.93,
397
+ "eval_steps_per_second": 5.338,
398
+ "eval_wer": 0.09642976309642977,
399
+ "step": 2600
400
+ },
401
+ {
402
+ "epoch": 25.47,
403
+ "learning_rate": 1.8632127348135293e-05,
404
+ "loss": 4.3297,
405
+ "step": 2700
406
+ },
407
+ {
408
+ "epoch": 25.47,
409
+ "eval_loss": 2.2977051734924316,
410
+ "eval_runtime": 2.4208,
411
+ "eval_samples_per_second": 296.188,
412
+ "eval_steps_per_second": 4.957,
413
+ "eval_wer": 0.10168501835168502,
414
+ "step": 2700
415
+ },
416
+ {
417
+ "epoch": 26.42,
418
+ "learning_rate": 1.8461229667449597e-05,
419
+ "loss": 4.0442,
420
+ "step": 2800
421
+ },
422
+ {
423
+ "epoch": 26.42,
424
+ "eval_loss": 2.311631441116333,
425
+ "eval_runtime": 2.3307,
426
+ "eval_samples_per_second": 307.639,
427
+ "eval_steps_per_second": 5.149,
428
+ "eval_wer": 0.1115281948615282,
429
+ "step": 2800
430
+ },
431
+ {
432
+ "epoch": 27.36,
433
+ "learning_rate": 1.828115717353417e-05,
434
+ "loss": 3.7571,
435
+ "step": 2900
436
+ },
437
+ {
438
+ "epoch": 27.36,
439
+ "eval_loss": 2.263737201690674,
440
+ "eval_runtime": 2.2055,
441
+ "eval_samples_per_second": 325.094,
442
+ "eval_steps_per_second": 5.441,
443
+ "eval_wer": 0.10777444110777444,
444
+ "step": 2900
445
+ },
446
+ {
447
+ "epoch": 28.3,
448
+ "learning_rate": 1.809210512541925e-05,
449
+ "loss": 3.7335,
450
+ "step": 3000
451
+ },
452
+ {
453
+ "epoch": 28.3,
454
+ "eval_loss": 2.206997871398926,
455
+ "eval_runtime": 2.6398,
456
+ "eval_samples_per_second": 271.608,
457
+ "eval_steps_per_second": 4.546,
458
+ "eval_wer": 0.1031031031031031,
459
+ "step": 3000
460
+ },
461
+ {
462
+ "epoch": 29.25,
463
+ "learning_rate": 1.7894278518986088e-05,
464
+ "loss": 3.736,
465
+ "step": 3100
466
+ },
467
+ {
468
+ "epoch": 29.25,
469
+ "eval_loss": 2.263699769973755,
470
+ "eval_runtime": 2.4638,
471
+ "eval_samples_per_second": 291.012,
472
+ "eval_steps_per_second": 4.87,
473
+ "eval_wer": 0.09918251584918251,
474
+ "step": 3100
475
+ },
476
+ {
477
+ "epoch": 30.19,
478
+ "learning_rate": 1.7687891864682602e-05,
479
+ "loss": 3.7796,
480
+ "step": 3200
481
+ },
482
+ {
483
+ "epoch": 30.19,
484
+ "eval_loss": 2.23644757270813,
485
+ "eval_runtime": 2.3195,
486
+ "eval_samples_per_second": 309.113,
487
+ "eval_steps_per_second": 5.173,
488
+ "eval_wer": 0.10118451785118451,
489
+ "step": 3200
490
+ },
491
+ {
492
+ "epoch": 31.13,
493
+ "learning_rate": 1.7473168954922044e-05,
494
+ "loss": 3.7623,
495
+ "step": 3300
496
+ },
497
+ {
498
+ "epoch": 31.13,
499
+ "eval_loss": 2.182694911956787,
500
+ "eval_runtime": 2.1769,
501
+ "eval_samples_per_second": 329.366,
502
+ "eval_steps_per_second": 5.512,
503
+ "eval_wer": 0.09834834834834835,
504
+ "step": 3300
505
+ },
506
+ {
507
+ "epoch": 32.08,
508
+ "learning_rate": 1.7250342621416897e-05,
509
+ "loss": 3.2842,
510
+ "step": 3400
511
+ },
512
+ {
513
+ "epoch": 32.08,
514
+ "eval_loss": 2.132214307785034,
515
+ "eval_runtime": 2.3628,
516
+ "eval_samples_per_second": 303.453,
517
+ "eval_steps_per_second": 5.079,
518
+ "eval_wer": 0.10727394060727394,
519
+ "step": 3400
520
+ },
521
+ {
522
+ "epoch": 33.02,
523
+ "learning_rate": 1.7019654482711144e-05,
524
+ "loss": 3.4898,
525
+ "step": 3500
526
+ },
527
+ {
528
+ "epoch": 33.02,
529
+ "eval_loss": 2.0691559314727783,
530
+ "eval_runtime": 2.5272,
531
+ "eval_samples_per_second": 283.709,
532
+ "eval_steps_per_second": 4.748,
533
+ "eval_wer": 0.09993326659993326,
534
+ "step": 3500
535
+ },
536
+ {
537
+ "epoch": 33.96,
538
+ "learning_rate": 1.678377451617494e-05,
539
+ "loss": 3.453,
540
+ "step": 3600
541
+ },
542
+ {
543
+ "epoch": 33.96,
544
+ "eval_loss": 2.0662124156951904,
545
+ "eval_runtime": 2.5105,
546
+ "eval_samples_per_second": 285.598,
547
+ "eval_steps_per_second": 4.78,
548
+ "eval_wer": 0.09584584584584585,
549
+ "step": 3600
550
+ },
551
+ {
552
+ "epoch": 34.91,
553
+ "learning_rate": 1.6538193677970204e-05,
554
+ "loss": 3.1855,
555
+ "step": 3700
556
+ },
557
+ {
558
+ "epoch": 34.91,
559
+ "eval_loss": 2.100027322769165,
560
+ "eval_runtime": 2.4038,
561
+ "eval_samples_per_second": 298.274,
562
+ "eval_steps_per_second": 4.992,
563
+ "eval_wer": 0.09075742409075742,
564
+ "step": 3700
565
+ },
566
+ {
567
+ "epoch": 35.85,
568
+ "learning_rate": 1.628552324307411e-05,
569
+ "loss": 3.1468,
570
+ "step": 3800
571
+ },
572
+ {
573
+ "epoch": 35.85,
574
+ "eval_loss": 2.0886690616607666,
575
+ "eval_runtime": 2.3819,
576
+ "eval_samples_per_second": 301.015,
577
+ "eval_steps_per_second": 5.038,
578
+ "eval_wer": 0.09484484484484484,
579
+ "step": 3800
580
+ },
581
+ {
582
+ "epoch": 36.79,
583
+ "learning_rate": 1.6026037191054634e-05,
584
+ "loss": 2.9984,
585
+ "step": 3900
586
+ },
587
+ {
588
+ "epoch": 36.79,
589
+ "eval_loss": 2.0588743686676025,
590
+ "eval_runtime": 2.3543,
591
+ "eval_samples_per_second": 304.553,
592
+ "eval_steps_per_second": 5.097,
593
+ "eval_wer": 0.0960960960960961,
594
+ "step": 3900
595
+ },
596
+ {
597
+ "epoch": 37.74,
598
+ "learning_rate": 1.5760016891896585e-05,
599
+ "loss": 3.215,
600
+ "step": 4000
601
+ },
602
+ {
603
+ "epoch": 37.74,
604
+ "eval_loss": 2.043550729751587,
605
+ "eval_runtime": 2.4146,
606
+ "eval_samples_per_second": 296.942,
607
+ "eval_steps_per_second": 4.97,
608
+ "eval_wer": 0.09576242909576244,
609
+ "step": 4000
610
+ },
611
+ {
612
+ "epoch": 38.68,
613
+ "learning_rate": 1.5487750800902094e-05,
614
+ "loss": 3.2076,
615
+ "step": 4100
616
+ },
617
+ {
618
+ "epoch": 38.68,
619
+ "eval_loss": 2.0968637466430664,
620
+ "eval_runtime": 2.4694,
621
+ "eval_samples_per_second": 290.354,
622
+ "eval_steps_per_second": 4.859,
623
+ "eval_wer": 0.09776443109776443,
624
+ "step": 4100
625
+ },
626
+ {
627
+ "epoch": 39.62,
628
+ "learning_rate": 1.5209534145908222e-05,
629
+ "loss": 2.8793,
630
+ "step": 4200
631
+ },
632
+ {
633
+ "epoch": 39.62,
634
+ "eval_loss": 2.041957378387451,
635
+ "eval_runtime": 2.3102,
636
+ "eval_samples_per_second": 310.365,
637
+ "eval_steps_per_second": 5.194,
638
+ "eval_wer": 0.09392726059392727,
639
+ "step": 4200
640
+ },
641
+ {
642
+ "epoch": 40.57,
643
+ "learning_rate": 1.4925668607160909e-05,
644
+ "loss": 2.9688,
645
+ "step": 4300
646
+ },
647
+ {
648
+ "epoch": 40.57,
649
+ "eval_loss": 2.071272850036621,
650
+ "eval_runtime": 2.4519,
651
+ "eval_samples_per_second": 292.431,
652
+ "eval_steps_per_second": 4.894,
653
+ "eval_wer": 0.09000667334000667,
654
+ "step": 4300
655
+ },
656
+ {
657
+ "epoch": 41.51,
658
+ "learning_rate": 1.4636461990192293e-05,
659
+ "loss": 2.9882,
660
+ "step": 4400
661
+ },
662
+ {
663
+ "epoch": 41.51,
664
+ "eval_loss": 2.0372629165649414,
665
+ "eval_runtime": 2.4242,
666
+ "eval_samples_per_second": 295.773,
667
+ "eval_steps_per_second": 4.95,
668
+ "eval_wer": 0.09401067734401068,
669
+ "step": 4400
670
+ },
671
+ {
672
+ "epoch": 42.45,
673
+ "learning_rate": 1.4342227892056201e-05,
674
+ "loss": 3.12,
675
+ "step": 4500
676
+ },
677
+ {
678
+ "epoch": 42.45,
679
+ "eval_loss": 2.051344156265259,
680
+ "eval_runtime": 2.4019,
681
+ "eval_samples_per_second": 298.511,
682
+ "eval_steps_per_second": 4.996,
683
+ "eval_wer": 0.10076743410076744,
684
+ "step": 4500
685
+ },
686
+ {
687
+ "epoch": 43.4,
688
+ "learning_rate": 1.4043285361283684e-05,
689
+ "loss": 2.7528,
690
+ "step": 4600
691
+ },
692
+ {
693
+ "epoch": 43.4,
694
+ "eval_loss": 2.0499579906463623,
695
+ "eval_runtime": 2.4223,
696
+ "eval_samples_per_second": 296.003,
697
+ "eval_steps_per_second": 4.954,
698
+ "eval_wer": 0.09601267934601268,
699
+ "step": 4600
700
+ },
701
+ {
702
+ "epoch": 44.34,
703
+ "learning_rate": 1.3739958551927287e-05,
704
+ "loss": 2.441,
705
+ "step": 4700
706
+ },
707
+ {
708
+ "epoch": 44.34,
709
+ "eval_loss": 2.069186210632324,
710
+ "eval_runtime": 2.305,
711
+ "eval_samples_per_second": 311.06,
712
+ "eval_steps_per_second": 5.206,
713
+ "eval_wer": 0.09426092759426093,
714
+ "step": 4700
715
+ },
716
+ {
717
+ "epoch": 45.28,
718
+ "learning_rate": 1.3432576372069266e-05,
719
+ "loss": 2.6396,
720
+ "step": 4800
721
+ },
722
+ {
723
+ "epoch": 45.28,
724
+ "eval_loss": 2.0387191772460938,
725
+ "eval_runtime": 2.2918,
726
+ "eval_samples_per_second": 312.858,
727
+ "eval_steps_per_second": 5.236,
728
+ "eval_wer": 0.09042375709042376,
729
+ "step": 4800
730
+ },
731
+ {
732
+ "epoch": 46.23,
733
+ "learning_rate": 1.3121472127174802e-05,
734
+ "loss": 2.5982,
735
+ "step": 4900
736
+ },
737
+ {
738
+ "epoch": 46.23,
739
+ "eval_loss": 2.097353458404541,
740
+ "eval_runtime": 2.1561,
741
+ "eval_samples_per_second": 332.538,
742
+ "eval_steps_per_second": 5.565,
743
+ "eval_wer": 0.09751418084751418,
744
+ "step": 4900
745
+ },
746
+ {
747
+ "epoch": 47.17,
748
+ "learning_rate": 1.2810143685892372e-05,
749
+ "loss": 2.574,
750
+ "step": 5000
751
+ },
752
+ {
753
+ "epoch": 47.17,
754
+ "eval_loss": 2.0483639240264893,
755
+ "eval_runtime": 2.242,
756
+ "eval_samples_per_second": 319.807,
757
+ "eval_steps_per_second": 5.352,
758
+ "eval_wer": 0.09334334334334335,
759
+ "step": 5000
760
+ },
761
+ {
762
+ "epoch": 48.11,
763
+ "learning_rate": 1.2492639743368096e-05,
764
+ "loss": 2.3482,
765
+ "step": 5100
766
+ },
767
+ {
768
+ "epoch": 48.11,
769
+ "eval_loss": 2.0369696617126465,
770
+ "eval_runtime": 2.3696,
771
+ "eval_samples_per_second": 302.588,
772
+ "eval_steps_per_second": 5.064,
773
+ "eval_wer": 0.0980980980980981,
774
+ "step": 5100
775
+ },
776
+ {
777
+ "epoch": 49.06,
778
+ "learning_rate": 1.2172432942631333e-05,
779
+ "loss": 2.4587,
780
+ "step": 5200
781
+ },
782
+ {
783
+ "epoch": 49.06,
784
+ "eval_loss": 2.04119873046875,
785
+ "eval_runtime": 2.4596,
786
+ "eval_samples_per_second": 291.51,
787
+ "eval_steps_per_second": 4.879,
788
+ "eval_wer": 0.10318651985318653,
789
+ "step": 5200
790
+ },
791
+ {
792
+ "epoch": 50.0,
793
+ "learning_rate": 1.1849870495341276e-05,
794
+ "loss": 2.3123,
795
+ "step": 5300
796
+ },
797
+ {
798
+ "epoch": 50.0,
799
+ "eval_loss": 2.024881362915039,
800
+ "eval_runtime": 2.5348,
801
+ "eval_samples_per_second": 282.863,
802
+ "eval_steps_per_second": 4.734,
803
+ "eval_wer": 0.10201868535201869,
804
+ "step": 5300
805
+ },
806
+ {
807
+ "epoch": 50.94,
808
+ "learning_rate": 1.1525302167468726e-05,
809
+ "loss": 2.27,
810
+ "step": 5400
811
+ },
812
+ {
813
+ "epoch": 50.94,
814
+ "eval_loss": 2.0079431533813477,
815
+ "eval_runtime": 2.4769,
816
+ "eval_samples_per_second": 289.474,
817
+ "eval_steps_per_second": 4.845,
818
+ "eval_wer": 0.09092425759092426,
819
+ "step": 5400
820
+ },
821
+ {
822
+ "epoch": 51.89,
823
+ "learning_rate": 1.1199079900032368e-05,
824
+ "loss": 2.3862,
825
+ "step": 5500
826
+ },
827
+ {
828
+ "epoch": 51.89,
829
+ "eval_loss": 2.059471368789673,
830
+ "eval_runtime": 2.224,
831
+ "eval_samples_per_second": 322.392,
832
+ "eval_steps_per_second": 5.396,
833
+ "eval_wer": 0.09100767434100768,
834
+ "step": 5500
835
+ },
836
+ {
837
+ "epoch": 52.83,
838
+ "learning_rate": 1.0871557427476585e-05,
839
+ "loss": 2.4499,
840
+ "step": 5600
841
+ },
842
+ {
843
+ "epoch": 52.83,
844
+ "eval_loss": 2.0381622314453125,
845
+ "eval_runtime": 2.4243,
846
+ "eval_samples_per_second": 295.755,
847
+ "eval_steps_per_second": 4.95,
848
+ "eval_wer": 0.09476142809476143,
849
+ "step": 5600
850
+ },
851
+ {
852
+ "epoch": 53.77,
853
+ "learning_rate": 1.0543089894104534e-05,
854
+ "loss": 2.4291,
855
+ "step": 5700
856
+ },
857
+ {
858
+ "epoch": 53.77,
859
+ "eval_loss": 2.017373561859131,
860
+ "eval_runtime": 2.1661,
861
+ "eval_samples_per_second": 331.015,
862
+ "eval_steps_per_second": 5.54,
863
+ "eval_wer": 0.09259259259259259,
864
+ "step": 5700
865
+ },
866
+ {
867
+ "epoch": 54.72,
868
+ "learning_rate": 1.0214033468982562e-05,
869
+ "loss": 2.1468,
870
+ "step": 5800
871
+ },
872
+ {
873
+ "epoch": 54.72,
874
+ "eval_loss": 2.0347118377685547,
875
+ "eval_runtime": 1.8529,
876
+ "eval_samples_per_second": 386.958,
877
+ "eval_steps_per_second": 6.476,
878
+ "eval_wer": 0.09392726059392727,
879
+ "step": 5800
880
+ },
881
+ {
882
+ "epoch": 55.66,
883
+ "learning_rate": 9.884744959733346e-06,
884
+ "loss": 2.1434,
885
+ "step": 5900
886
+ },
887
+ {
888
+ "epoch": 55.66,
889
+ "eval_loss": 2.000370740890503,
890
+ "eval_runtime": 1.7262,
891
+ "eval_samples_per_second": 415.372,
892
+ "eval_steps_per_second": 6.952,
893
+ "eval_wer": 0.09626292959626293,
894
+ "step": 5900
895
+ },
896
+ {
897
+ "epoch": 56.6,
898
+ "learning_rate": 9.555581425636648e-06,
899
+ "loss": 2.1786,
900
+ "step": 6000
901
+ },
902
+ {
903
+ "epoch": 56.6,
904
+ "eval_loss": 1.9845067262649536,
905
+ "eval_runtime": 2.4059,
906
+ "eval_samples_per_second": 298.012,
907
+ "eval_steps_per_second": 4.988,
908
+ "eval_wer": 0.08775442108775443,
909
+ "step": 6000
910
+ },
911
+ {
912
+ "epoch": 57.55,
913
+ "learning_rate": 9.226899790457235e-06,
914
+ "loss": 2.22,
915
+ "step": 6100
916
+ },
917
+ {
918
+ "epoch": 57.55,
919
+ "eval_loss": 1.9827125072479248,
920
+ "eval_runtime": 2.3396,
921
+ "eval_samples_per_second": 306.465,
922
+ "eval_steps_per_second": 5.129,
923
+ "eval_wer": 0.08800467133800467,
924
+ "step": 6100
925
+ },
926
+ {
927
+ "epoch": 58.49,
928
+ "learning_rate": 8.899056455419669e-06,
929
+ "loss": 2.0233,
930
+ "step": 6200
931
+ },
932
+ {
933
+ "epoch": 58.49,
934
+ "eval_loss": 1.9879730939865112,
935
+ "eval_runtime": 2.2809,
936
+ "eval_samples_per_second": 314.347,
937
+ "eval_steps_per_second": 5.261,
938
+ "eval_wer": 0.09225892559225893,
939
+ "step": 6200
940
+ },
941
+ {
942
+ "epoch": 59.43,
943
+ "learning_rate": 8.572406912749754e-06,
944
+ "loss": 2.1476,
945
+ "step": 6300
946
+ },
947
+ {
948
+ "epoch": 59.43,
949
+ "eval_loss": 1.9856195449829102,
950
+ "eval_runtime": 2.3738,
951
+ "eval_samples_per_second": 302.049,
952
+ "eval_steps_per_second": 5.055,
953
+ "eval_wer": 0.0851685018351685,
954
+ "step": 6300
955
+ },
956
+ {
957
+ "epoch": 60.38,
958
+ "learning_rate": 8.247305360201655e-06,
959
+ "loss": 1.9682,
960
+ "step": 6400
961
+ },
962
+ {
963
+ "epoch": 60.38,
964
+ "eval_loss": 2.0001020431518555,
965
+ "eval_runtime": 2.2033,
966
+ "eval_samples_per_second": 325.42,
967
+ "eval_steps_per_second": 5.446,
968
+ "eval_wer": 0.08375041708375042,
969
+ "step": 6400
970
+ },
971
+ {
972
+ "epoch": 61.32,
973
+ "learning_rate": 7.924104316988596e-06,
974
+ "loss": 2.2104,
975
+ "step": 6500
976
+ },
977
+ {
978
+ "epoch": 61.32,
979
+ "eval_loss": 2.00523042678833,
980
+ "eval_runtime": 2.416,
981
+ "eval_samples_per_second": 296.776,
982
+ "eval_steps_per_second": 4.967,
983
+ "eval_wer": 0.08850517183850518,
984
+ "step": 6500
985
+ },
986
+ {
987
+ "epoch": 62.26,
988
+ "learning_rate": 7.603154241533719e-06,
989
+ "loss": 2.1225,
990
+ "step": 6600
991
+ },
992
+ {
993
+ "epoch": 62.26,
994
+ "eval_loss": 1.9984441995620728,
995
+ "eval_runtime": 2.4278,
996
+ "eval_samples_per_second": 295.326,
997
+ "eval_steps_per_second": 4.943,
998
+ "eval_wer": 0.08558558558558559,
999
+ "step": 6600
1000
+ },
1001
+ {
1002
+ "epoch": 63.21,
1003
+ "learning_rate": 7.284803151455521e-06,
1004
+ "loss": 2.1791,
1005
+ "step": 6700
1006
+ },
1007
+ {
1008
+ "epoch": 63.21,
1009
+ "eval_loss": 1.9606465101242065,
1010
+ "eval_runtime": 2.5341,
1011
+ "eval_samples_per_second": 282.944,
1012
+ "eval_steps_per_second": 4.735,
1013
+ "eval_wer": 0.08375041708375042,
1014
+ "step": 6700
1015
+ },
1016
+ {
1017
+ "epoch": 64.15,
1018
+ "learning_rate": 6.969396246199912e-06,
1019
+ "loss": 2.1231,
1020
+ "step": 6800
1021
+ },
1022
+ {
1023
+ "epoch": 64.15,
1024
+ "eval_loss": 1.990545630455017,
1025
+ "eval_runtime": 2.3825,
1026
+ "eval_samples_per_second": 300.949,
1027
+ "eval_steps_per_second": 5.037,
1028
+ "eval_wer": 0.09167500834167501,
1029
+ "step": 6800
1030
+ },
1031
+ {
1032
+ "epoch": 65.09,
1033
+ "learning_rate": 6.6572755327281506e-06,
1034
+ "loss": 2.0084,
1035
+ "step": 6900
1036
+ },
1037
+ {
1038
+ "epoch": 65.09,
1039
+ "eval_loss": 1.9865972995758057,
1040
+ "eval_runtime": 2.6326,
1041
+ "eval_samples_per_second": 272.356,
1042
+ "eval_steps_per_second": 4.558,
1043
+ "eval_wer": 0.0920920920920921,
1044
+ "step": 6900
1045
+ },
1046
+ {
1047
+ "epoch": 66.04,
1048
+ "learning_rate": 6.348779454666496e-06,
1049
+ "loss": 2.0541,
1050
+ "step": 7000
1051
+ },
1052
+ {
1053
+ "epoch": 66.04,
1054
+ "eval_loss": 1.994759202003479,
1055
+ "eval_runtime": 1.4909,
1056
+ "eval_samples_per_second": 480.93,
1057
+ "eval_steps_per_second": 8.049,
1058
+ "eval_wer": 0.09334334334334335,
1059
+ "step": 7000
1060
+ },
1061
+ {
1062
+ "epoch": 66.98,
1063
+ "learning_rate": 6.044242525319699e-06,
1064
+ "loss": 1.9073,
1065
+ "step": 7100
1066
+ },
1067
+ {
1068
+ "epoch": 66.98,
1069
+ "eval_loss": 1.9885362386703491,
1070
+ "eval_runtime": 2.3508,
1071
+ "eval_samples_per_second": 305.006,
1072
+ "eval_steps_per_second": 5.105,
1073
+ "eval_wer": 0.09034034034034034,
1074
+ "step": 7100
1075
+ },
1076
+ {
1077
+ "epoch": 67.92,
1078
+ "learning_rate": 5.743994964946289e-06,
1079
+ "loss": 1.9308,
1080
+ "step": 7200
1081
+ },
1082
+ {
1083
+ "epoch": 67.92,
1084
+ "eval_loss": 2.0064358711242676,
1085
+ "eval_runtime": 2.4726,
1086
+ "eval_samples_per_second": 289.979,
1087
+ "eval_steps_per_second": 4.853,
1088
+ "eval_wer": 0.09192525859192525,
1089
+ "step": 7200
1090
+ },
1091
+ {
1092
+ "epoch": 68.87,
1093
+ "learning_rate": 5.448362342688988e-06,
1094
+ "loss": 2.1946,
1095
+ "step": 7300
1096
+ },
1097
+ {
1098
+ "epoch": 68.87,
1099
+ "eval_loss": 1.982782006263733,
1100
+ "eval_runtime": 2.4706,
1101
+ "eval_samples_per_second": 290.213,
1102
+ "eval_steps_per_second": 4.857,
1103
+ "eval_wer": 0.0915915915915916,
1104
+ "step": 7300
1105
+ },
1106
+ {
1107
+ "epoch": 69.81,
1108
+ "learning_rate": 5.157665223548437e-06,
1109
+ "loss": 1.9435,
1110
+ "step": 7400
1111
+ },
1112
+ {
1113
+ "epoch": 69.81,
1114
+ "eval_loss": 1.9889380931854248,
1115
+ "eval_runtime": 2.2043,
1116
+ "eval_samples_per_second": 325.271,
1117
+ "eval_steps_per_second": 5.444,
1118
+ "eval_wer": 0.09284284284284285,
1119
+ "step": 7400
1120
+ },
1121
+ {
1122
+ "epoch": 70.75,
1123
+ "learning_rate": 4.872218820783145e-06,
1124
+ "loss": 1.8279,
1125
+ "step": 7500
1126
+ },
1127
+ {
1128
+ "epoch": 70.75,
1129
+ "eval_loss": 1.9958916902542114,
1130
+ "eval_runtime": 2.2674,
1131
+ "eval_samples_per_second": 316.215,
1132
+ "eval_steps_per_second": 5.292,
1133
+ "eval_wer": 0.09109109109109109,
1134
+ "step": 7500
1135
+ },
1136
+ {
1137
+ "epoch": 71.7,
1138
+ "learning_rate": 4.592332654112531e-06,
1139
+ "loss": 1.7645,
1140
+ "step": 7600
1141
+ },
1142
+ {
1143
+ "epoch": 71.7,
1144
+ "eval_loss": 2.0133848190307617,
1145
+ "eval_runtime": 2.295,
1146
+ "eval_samples_per_second": 312.419,
1147
+ "eval_steps_per_second": 5.229,
1148
+ "eval_wer": 0.09292625959292626,
1149
+ "step": 7600
1150
+ },
1151
+ {
1152
+ "epoch": 72.64,
1153
+ "learning_rate": 4.318310214093595e-06,
1154
+ "loss": 1.6908,
1155
+ "step": 7700
1156
+ },
1157
+ {
1158
+ "epoch": 72.64,
1159
+ "eval_loss": 2.011880397796631,
1160
+ "eval_runtime": 2.2846,
1161
+ "eval_samples_per_second": 313.84,
1162
+ "eval_steps_per_second": 5.253,
1163
+ "eval_wer": 0.09125792459125792,
1164
+ "step": 7700
1165
+ },
1166
+ {
1167
+ "epoch": 73.58,
1168
+ "learning_rate": 4.050448633035326e-06,
1169
+ "loss": 1.7531,
1170
+ "step": 7800
1171
+ },
1172
+ {
1173
+ "epoch": 73.58,
1174
+ "eval_loss": 1.9963144063949585,
1175
+ "eval_runtime": 2.1478,
1176
+ "eval_samples_per_second": 333.825,
1177
+ "eval_steps_per_second": 5.587,
1178
+ "eval_wer": 0.08792125458792126,
1179
+ "step": 7800
1180
+ },
1181
+ {
1182
+ "epoch": 74.53,
1183
+ "learning_rate": 3.7890383628075156e-06,
1184
+ "loss": 1.6314,
1185
+ "step": 7900
1186
+ },
1187
+ {
1188
+ "epoch": 74.53,
1189
+ "eval_loss": 1.985355019569397,
1190
+ "eval_runtime": 2.4657,
1191
+ "eval_samples_per_second": 290.788,
1192
+ "eval_steps_per_second": 4.867,
1193
+ "eval_wer": 0.09150817484150818,
1194
+ "step": 7900
1195
+ },
1196
+ {
1197
+ "epoch": 75.47,
1198
+ "learning_rate": 3.5343628598934275e-06,
1199
+ "loss": 1.7651,
1200
+ "step": 8000
1201
+ },
1202
+ {
1203
+ "epoch": 75.47,
1204
+ "eval_loss": 1.998374581336975,
1205
+ "eval_runtime": 2.4638,
1206
+ "eval_samples_per_second": 291.019,
1207
+ "eval_steps_per_second": 4.871,
1208
+ "eval_wer": 0.09200867534200867,
1209
+ "step": 8000
1210
+ },
1211
+ {
1212
+ "epoch": 76.42,
1213
+ "learning_rate": 3.2866982780278357e-06,
1214
+ "loss": 1.8407,
1215
+ "step": 8100
1216
+ },
1217
+ {
1218
+ "epoch": 76.42,
1219
+ "eval_loss": 1.9792897701263428,
1220
+ "eval_runtime": 2.1912,
1221
+ "eval_samples_per_second": 327.212,
1222
+ "eval_steps_per_second": 5.476,
1223
+ "eval_wer": 0.09034034034034034,
1224
+ "step": 8100
1225
+ },
1226
+ {
1227
+ "epoch": 77.36,
1228
+ "learning_rate": 3.0463131687536695e-06,
1229
+ "loss": 1.8132,
1230
+ "step": 8200
1231
+ },
1232
+ {
1233
+ "epoch": 77.36,
1234
+ "eval_loss": 2.020777702331543,
1235
+ "eval_runtime": 2.3383,
1236
+ "eval_samples_per_second": 306.636,
1237
+ "eval_steps_per_second": 5.132,
1238
+ "eval_wer": 0.0911745078411745,
1239
+ "step": 8200
1240
+ },
1241
+ {
1242
+ "epoch": 78.3,
1243
+ "learning_rate": 2.815758480419235e-06,
1244
+ "loss": 1.6622,
1245
+ "step": 8300
1246
+ },
1247
+ {
1248
+ "epoch": 78.3,
1249
+ "eval_loss": 2.0105645656585693,
1250
+ "eval_runtime": 2.3714,
1251
+ "eval_samples_per_second": 302.358,
1252
+ "eval_steps_per_second": 5.06,
1253
+ "eval_wer": 0.09059059059059059,
1254
+ "step": 8300
1255
+ },
1256
+ {
1257
+ "epoch": 79.25,
1258
+ "learning_rate": 2.5906269663556484e-06,
1259
+ "loss": 2.1048,
1260
+ "step": 8400
1261
+ },
1262
+ {
1263
+ "epoch": 79.25,
1264
+ "eval_loss": 1.9989068508148193,
1265
+ "eval_runtime": 2.2272,
1266
+ "eval_samples_per_second": 321.925,
1267
+ "eval_steps_per_second": 5.388,
1268
+ "eval_wer": 0.09150817484150818,
1269
+ "step": 8400
1270
+ },
1271
+ {
1272
+ "epoch": 80.19,
1273
+ "learning_rate": 2.373529699842936e-06,
1274
+ "loss": 1.7944,
1275
+ "step": 8500
1276
+ },
1277
+ {
1278
+ "epoch": 80.19,
1279
+ "eval_loss": 1.9979627132415771,
1280
+ "eval_runtime": 2.1554,
1281
+ "eval_samples_per_second": 332.647,
1282
+ "eval_steps_per_second": 5.567,
1283
+ "eval_wer": 0.09125792459125792,
1284
+ "step": 8500
1285
+ },
1286
+ {
1287
+ "epoch": 81.13,
1288
+ "learning_rate": 2.1647020871933288e-06,
1289
+ "loss": 1.8029,
1290
+ "step": 8600
1291
+ },
1292
+ {
1293
+ "epoch": 81.13,
1294
+ "eval_loss": 1.9869658946990967,
1295
+ "eval_runtime": 2.1969,
1296
+ "eval_samples_per_second": 326.373,
1297
+ "eval_steps_per_second": 5.462,
1298
+ "eval_wer": 0.08967300633967301,
1299
+ "step": 8600
1300
+ },
1301
+ {
1302
+ "epoch": 82.08,
1303
+ "learning_rate": 1.964370567638303e-06,
1304
+ "loss": 1.8474,
1305
+ "step": 8700
1306
+ },
1307
+ {
1308
+ "epoch": 82.08,
1309
+ "eval_loss": 1.9901043176651,
1310
+ "eval_runtime": 2.308,
1311
+ "eval_samples_per_second": 310.659,
1312
+ "eval_steps_per_second": 5.199,
1313
+ "eval_wer": 0.08900567233900568,
1314
+ "step": 8700
1315
+ },
1316
+ {
1317
+ "epoch": 83.02,
1318
+ "learning_rate": 1.772752367792452e-06,
1319
+ "loss": 1.5574,
1320
+ "step": 8800
1321
+ },
1322
+ {
1323
+ "epoch": 83.02,
1324
+ "eval_loss": 1.995169997215271,
1325
+ "eval_runtime": 2.4713,
1326
+ "eval_samples_per_second": 290.133,
1327
+ "eval_steps_per_second": 4.856,
1328
+ "eval_wer": 0.09050717384050717,
1329
+ "step": 8800
1330
+ },
1331
+ {
1332
+ "epoch": 83.96,
1333
+ "learning_rate": 1.5900552661069135e-06,
1334
+ "loss": 1.5757,
1335
+ "step": 8900
1336
+ },
1337
+ {
1338
+ "epoch": 83.96,
1339
+ "eval_loss": 1.9981709718704224,
1340
+ "eval_runtime": 2.3845,
1341
+ "eval_samples_per_second": 300.687,
1342
+ "eval_steps_per_second": 5.032,
1343
+ "eval_wer": 0.090674007340674,
1344
+ "step": 8900
1345
+ },
1346
+ {
1347
+ "epoch": 84.91,
1348
+ "learning_rate": 1.4164773675677745e-06,
1349
+ "loss": 1.6461,
1350
+ "step": 9000
1351
+ },
1352
+ {
1353
+ "epoch": 84.91,
1354
+ "eval_loss": 1.9857734441757202,
1355
+ "eval_runtime": 2.5116,
1356
+ "eval_samples_per_second": 285.476,
1357
+ "eval_steps_per_second": 4.778,
1358
+ "eval_wer": 0.09000667334000667,
1359
+ "step": 9000
1360
+ },
1361
+ {
1362
+ "epoch": 85.85,
1363
+ "learning_rate": 1.2522068888837758e-06,
1364
+ "loss": 1.7695,
1365
+ "step": 9100
1366
+ },
1367
+ {
1368
+ "epoch": 85.85,
1369
+ "eval_loss": 1.9991123676300049,
1370
+ "eval_runtime": 2.3638,
1371
+ "eval_samples_per_second": 303.323,
1372
+ "eval_steps_per_second": 5.077,
1373
+ "eval_wer": 0.09050717384050717,
1374
+ "step": 9100
1375
+ },
1376
+ {
1377
+ "epoch": 86.79,
1378
+ "learning_rate": 1.0989222905788767e-06,
1379
+ "loss": 1.6583,
1380
+ "step": 9200
1381
+ },
1382
+ {
1383
+ "epoch": 86.79,
1384
+ "eval_loss": 2.0011229515075684,
1385
+ "eval_runtime": 2.6206,
1386
+ "eval_samples_per_second": 273.605,
1387
+ "eval_steps_per_second": 4.579,
1388
+ "eval_wer": 0.0901735068401735,
1389
+ "step": 9200
1390
+ },
1391
+ {
1392
+ "epoch": 87.74,
1393
+ "learning_rate": 9.536934087073702e-07,
1394
+ "loss": 1.7586,
1395
+ "step": 9300
1396
+ },
1397
+ {
1398
+ "epoch": 87.74,
1399
+ "eval_loss": 1.9869186878204346,
1400
+ "eval_runtime": 2.2585,
1401
+ "eval_samples_per_second": 317.471,
1402
+ "eval_steps_per_second": 5.313,
1403
+ "eval_wer": 0.09109109109109109,
1404
+ "step": 9300
1405
+ },
1406
+ {
1407
+ "epoch": 88.68,
1408
+ "learning_rate": 8.182737598499846e-07,
1409
+ "loss": 1.7142,
1410
+ "step": 9400
1411
+ },
1412
+ {
1413
+ "epoch": 88.68,
1414
+ "eval_loss": 1.9956245422363281,
1415
+ "eval_runtime": 2.3135,
1416
+ "eval_samples_per_second": 309.919,
1417
+ "eval_steps_per_second": 5.187,
1418
+ "eval_wer": 0.08883883883883884,
1419
+ "step": 9400
1420
+ },
1421
+ {
1422
+ "epoch": 89.62,
1423
+ "learning_rate": 6.928101843638202e-07,
1424
+ "loss": 1.7371,
1425
+ "step": 9500
1426
+ },
1427
+ {
1428
+ "epoch": 89.62,
1429
+ "eval_loss": 1.9968063831329346,
1430
+ "eval_runtime": 2.2601,
1431
+ "eval_samples_per_second": 317.242,
1432
+ "eval_steps_per_second": 5.309,
1433
+ "eval_wer": 0.08883883883883884,
1434
+ "step": 9500
1435
+ },
1436
+ {
1437
+ "epoch": 90.57,
1438
+ "learning_rate": 5.774387268803871e-07,
1439
+ "loss": 1.6964,
1440
+ "step": 9600
1441
+ },
1442
+ {
1443
+ "epoch": 90.57,
1444
+ "eval_loss": 1.995816946029663,
1445
+ "eval_runtime": 2.4368,
1446
+ "eval_samples_per_second": 294.238,
1447
+ "eval_steps_per_second": 4.924,
1448
+ "eval_wer": 0.08917250583917251,
1449
+ "step": 9600
1450
+ },
1451
+ {
1452
+ "epoch": 91.51,
1453
+ "learning_rate": 4.722844887875522e-07,
1454
+ "loss": 1.7224,
1455
+ "step": 9700
1456
+ },
1457
+ {
1458
+ "epoch": 91.51,
1459
+ "eval_loss": 1.9946993589401245,
1460
+ "eval_runtime": 2.3446,
1461
+ "eval_samples_per_second": 305.812,
1462
+ "eval_steps_per_second": 5.118,
1463
+ "eval_wer": 0.0890890890890891,
1464
+ "step": 9700
1465
+ },
1466
+ {
1467
+ "epoch": 92.45,
1468
+ "learning_rate": 3.7746149257763984e-07,
1469
+ "loss": 1.8655,
1470
+ "step": 9800
1471
+ },
1472
+ {
1473
+ "epoch": 92.45,
1474
+ "eval_loss": 1.9976409673690796,
1475
+ "eval_runtime": 2.2923,
1476
+ "eval_samples_per_second": 312.785,
1477
+ "eval_steps_per_second": 5.235,
1478
+ "eval_wer": 0.09084084084084085,
1479
+ "step": 9800
1480
+ },
1481
+ {
1482
+ "epoch": 93.4,
1483
+ "learning_rate": 2.9307255820877676e-07,
1484
+ "loss": 1.6929,
1485
+ "step": 9900
1486
+ },
1487
+ {
1488
+ "epoch": 93.4,
1489
+ "eval_loss": 1.9983611106872559,
1490
+ "eval_runtime": 2.4001,
1491
+ "eval_samples_per_second": 298.733,
1492
+ "eval_steps_per_second": 5.0,
1493
+ "eval_wer": 0.09092425759092426,
1494
+ "step": 9900
1495
+ },
1496
+ {
1497
+ "epoch": 94.34,
1498
+ "learning_rate": 2.1920919161354304e-07,
1499
+ "loss": 1.6306,
1500
+ "step": 10000
1501
+ },
1502
+ {
1503
+ "epoch": 94.34,
1504
+ "eval_loss": 2.0011918544769287,
1505
+ "eval_runtime": 2.4656,
1506
+ "eval_samples_per_second": 290.798,
1507
+ "eval_steps_per_second": 4.867,
1508
+ "eval_wer": 0.09109109109109109,
1509
+ "step": 10000
1510
+ },
1511
+ {
1512
+ "epoch": 95.28,
1513
+ "learning_rate": 1.5595148547582373e-07,
1514
+ "loss": 1.7218,
1515
+ "step": 10100
1516
+ },
1517
+ {
1518
+ "epoch": 95.28,
1519
+ "eval_loss": 2.00104022026062,
1520
+ "eval_runtime": 2.3298,
1521
+ "eval_samples_per_second": 307.747,
1522
+ "eval_steps_per_second": 5.151,
1523
+ "eval_wer": 0.09125792459125792,
1524
+ "step": 10100
1525
+ },
1526
+ {
1527
+ "epoch": 96.23,
1528
+ "learning_rate": 1.0336803238345072e-07,
1529
+ "loss": 1.7019,
1530
+ "step": 10200
1531
+ },
1532
+ {
1533
+ "epoch": 96.23,
1534
+ "eval_loss": 1.9976770877838135,
1535
+ "eval_runtime": 2.2461,
1536
+ "eval_samples_per_second": 319.217,
1537
+ "eval_steps_per_second": 5.343,
1538
+ "eval_wer": 0.09075742409075742,
1539
+ "step": 10200
1540
+ },
1541
+ {
1542
+ "epoch": 97.17,
1543
+ "learning_rate": 6.151585045082286e-08,
1544
+ "loss": 1.902,
1545
+ "step": 10300
1546
+ },
1547
+ {
1548
+ "epoch": 97.17,
1549
+ "eval_loss": 1.998861312866211,
1550
+ "eval_runtime": 2.2497,
1551
+ "eval_samples_per_second": 318.711,
1552
+ "eval_steps_per_second": 5.334,
1553
+ "eval_wer": 0.09084084084084085,
1554
+ "step": 10300
1555
+ },
1556
+ {
1557
+ "epoch": 98.11,
1558
+ "learning_rate": 3.0697611999174206e-08,
1559
+ "loss": 1.7555,
1560
+ "step": 10400
1561
+ },
1562
+ {
1563
+ "epoch": 98.11,
1564
+ "eval_loss": 1.9963606595993042,
1565
+ "eval_runtime": 2.2237,
1566
+ "eval_samples_per_second": 322.442,
1567
+ "eval_steps_per_second": 5.397,
1568
+ "eval_wer": 0.09092425759092426,
1569
+ "step": 10400
1570
+ },
1571
+ {
1572
+ "epoch": 99.06,
1573
+ "learning_rate": 1.0324200495079873e-08,
1574
+ "loss": 1.5272,
1575
+ "step": 10500
1576
+ },
1577
+ {
1578
+ "epoch": 99.06,
1579
+ "eval_loss": 1.9957144260406494,
1580
+ "eval_runtime": 2.3635,
1581
+ "eval_samples_per_second": 303.362,
1582
+ "eval_steps_per_second": 5.077,
1583
+ "eval_wer": 0.09059059059059059,
1584
+ "step": 10500
1585
+ },
1586
+ {
1587
+ "epoch": 100.0,
1588
+ "learning_rate": 7.829508974999123e-10,
1589
+ "loss": 1.8033,
1590
+ "step": 10600
1591
+ },
1592
+ {
1593
+ "epoch": 100.0,
1594
+ "eval_loss": 1.995154619216919,
1595
+ "eval_runtime": 2.2963,
1596
+ "eval_samples_per_second": 312.239,
1597
+ "eval_steps_per_second": 5.226,
1598
+ "eval_wer": 0.09084084084084085,
1599
+ "step": 10600
1600
+ },
1601
+ {
1602
+ "epoch": 100.0,
1603
+ "step": 10600,
1604
+ "total_flos": 2.842046364754798e+19,
1605
+ "train_loss": 21.743694989186412,
1606
+ "train_runtime": 7460.3687,
1607
+ "train_samples_per_second": 45.36,
1608
+ "train_steps_per_second": 1.421
1609
+ }
1610
+ ],
1611
+ "logging_steps": 100,
1612
+ "max_steps": 10600,
1613
+ "num_train_epochs": 100,
1614
+ "save_steps": 100,
1615
+ "total_flos": 2.842046364754798e+19,
1616
+ "trial_name": null,
1617
+ "trial_params": null
1618
+ }