tuanio commited on
Commit
9e94364
·
1 Parent(s): 5243e31

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": 0.09467801134467801,
3
+ "best_model_checkpoint": "fine-w2v2base-bs16-ep100-lr2e-05-linguistic-rmsnorm-focal_ctc_a0.75_g1.0-0.05_10_0.004_40/checkpoint-3150",
4
+ "epoch": 100.0,
5
+ "eval_steps": 50,
6
+ "global_step": 5300,
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": 7.547169811320755e-07,
14
+ "loss": 1628.3266,
15
+ "step": 50
16
+ },
17
+ {
18
+ "epoch": 0.94,
19
+ "eval_loss": 795.486328125,
20
+ "eval_runtime": 3.3117,
21
+ "eval_samples_per_second": 216.507,
22
+ "eval_steps_per_second": 6.945,
23
+ "eval_wer": 15.705538872205539,
24
+ "step": 50
25
+ },
26
+ {
27
+ "epoch": 1.89,
28
+ "learning_rate": 2.5660377358490568e-06,
29
+ "loss": 1167.4639,
30
+ "step": 100
31
+ },
32
+ {
33
+ "epoch": 1.89,
34
+ "eval_loss": 276.5289001464844,
35
+ "eval_runtime": 2.3138,
36
+ "eval_samples_per_second": 309.881,
37
+ "eval_steps_per_second": 9.94,
38
+ "eval_wer": 0.995412078745412,
39
+ "step": 100
40
+ },
41
+ {
42
+ "epoch": 2.83,
43
+ "learning_rate": 4.452830188679246e-06,
44
+ "loss": 193.5269,
45
+ "step": 150
46
+ },
47
+ {
48
+ "epoch": 2.83,
49
+ "eval_loss": 67.26387786865234,
50
+ "eval_runtime": 2.2447,
51
+ "eval_samples_per_second": 319.421,
52
+ "eval_steps_per_second": 10.246,
53
+ "eval_wer": 1.0,
54
+ "step": 150
55
+ },
56
+ {
57
+ "epoch": 3.77,
58
+ "learning_rate": 6.339622641509434e-06,
59
+ "loss": 86.2802,
60
+ "step": 200
61
+ },
62
+ {
63
+ "epoch": 3.77,
64
+ "eval_loss": 63.62594985961914,
65
+ "eval_runtime": 2.2662,
66
+ "eval_samples_per_second": 316.387,
67
+ "eval_steps_per_second": 10.149,
68
+ "eval_wer": 1.0,
69
+ "step": 200
70
+ },
71
+ {
72
+ "epoch": 4.72,
73
+ "learning_rate": 8.226415094339623e-06,
74
+ "loss": 82.8944,
75
+ "step": 250
76
+ },
77
+ {
78
+ "epoch": 4.72,
79
+ "eval_loss": 61.89385986328125,
80
+ "eval_runtime": 2.2689,
81
+ "eval_samples_per_second": 316.007,
82
+ "eval_steps_per_second": 10.137,
83
+ "eval_wer": 1.0,
84
+ "step": 250
85
+ },
86
+ {
87
+ "epoch": 5.66,
88
+ "learning_rate": 1.0113207547169812e-05,
89
+ "loss": 79.9575,
90
+ "step": 300
91
+ },
92
+ {
93
+ "epoch": 5.66,
94
+ "eval_loss": 59.79137420654297,
95
+ "eval_runtime": 2.2608,
96
+ "eval_samples_per_second": 317.142,
97
+ "eval_steps_per_second": 10.173,
98
+ "eval_wer": 1.0,
99
+ "step": 300
100
+ },
101
+ {
102
+ "epoch": 6.6,
103
+ "learning_rate": 1.2e-05,
104
+ "loss": 77.3429,
105
+ "step": 350
106
+ },
107
+ {
108
+ "epoch": 6.6,
109
+ "eval_loss": 58.15074157714844,
110
+ "eval_runtime": 2.2539,
111
+ "eval_samples_per_second": 318.116,
112
+ "eval_steps_per_second": 10.205,
113
+ "eval_wer": 1.0,
114
+ "step": 350
115
+ },
116
+ {
117
+ "epoch": 7.55,
118
+ "learning_rate": 1.3886792452830189e-05,
119
+ "loss": 74.0584,
120
+ "step": 400
121
+ },
122
+ {
123
+ "epoch": 7.55,
124
+ "eval_loss": 57.29766082763672,
125
+ "eval_runtime": 2.2566,
126
+ "eval_samples_per_second": 317.741,
127
+ "eval_steps_per_second": 10.193,
128
+ "eval_wer": 1.0,
129
+ "step": 400
130
+ },
131
+ {
132
+ "epoch": 8.49,
133
+ "learning_rate": 1.577358490566038e-05,
134
+ "loss": 72.6694,
135
+ "step": 450
136
+ },
137
+ {
138
+ "epoch": 8.49,
139
+ "eval_loss": 56.71151351928711,
140
+ "eval_runtime": 2.3841,
141
+ "eval_samples_per_second": 300.746,
142
+ "eval_steps_per_second": 9.647,
143
+ "eval_wer": 1.0,
144
+ "step": 450
145
+ },
146
+ {
147
+ "epoch": 9.43,
148
+ "learning_rate": 1.766037735849057e-05,
149
+ "loss": 73.417,
150
+ "step": 500
151
+ },
152
+ {
153
+ "epoch": 9.43,
154
+ "eval_loss": 56.60741424560547,
155
+ "eval_runtime": 2.3092,
156
+ "eval_samples_per_second": 310.501,
157
+ "eval_steps_per_second": 9.96,
158
+ "eval_wer": 1.0,
159
+ "step": 500
160
+ },
161
+ {
162
+ "epoch": 10.38,
163
+ "learning_rate": 1.9547169811320757e-05,
164
+ "loss": 72.4291,
165
+ "step": 550
166
+ },
167
+ {
168
+ "epoch": 10.38,
169
+ "eval_loss": 56.47547912597656,
170
+ "eval_runtime": 2.313,
171
+ "eval_samples_per_second": 309.989,
172
+ "eval_steps_per_second": 9.944,
173
+ "eval_wer": 1.0,
174
+ "step": 550
175
+ },
176
+ {
177
+ "epoch": 11.32,
178
+ "learning_rate": 1.9996868319012422e-05,
179
+ "loss": 72.7847,
180
+ "step": 600
181
+ },
182
+ {
183
+ "epoch": 11.32,
184
+ "eval_loss": 56.86225128173828,
185
+ "eval_runtime": 2.2819,
186
+ "eval_samples_per_second": 314.217,
187
+ "eval_steps_per_second": 10.079,
188
+ "eval_wer": 1.0,
189
+ "step": 600
190
+ },
191
+ {
192
+ "epoch": 12.26,
193
+ "learning_rate": 1.9983208992285993e-05,
194
+ "loss": 69.3297,
195
+ "step": 650
196
+ },
197
+ {
198
+ "epoch": 12.26,
199
+ "eval_loss": 49.65397644042969,
200
+ "eval_runtime": 2.2885,
201
+ "eval_samples_per_second": 313.303,
202
+ "eval_steps_per_second": 10.05,
203
+ "eval_wer": 0.9637137137137137,
204
+ "step": 650
205
+ },
206
+ {
207
+ "epoch": 13.21,
208
+ "learning_rate": 1.9958724515842856e-05,
209
+ "loss": 54.2644,
210
+ "step": 700
211
+ },
212
+ {
213
+ "epoch": 13.21,
214
+ "eval_loss": 29.155927658081055,
215
+ "eval_runtime": 2.3174,
216
+ "eval_samples_per_second": 309.402,
217
+ "eval_steps_per_second": 9.925,
218
+ "eval_wer": 0.5630630630630631,
219
+ "step": 700
220
+ },
221
+ {
222
+ "epoch": 14.15,
223
+ "learning_rate": 1.9923441439074434e-05,
224
+ "loss": 31.2303,
225
+ "step": 750
226
+ },
227
+ {
228
+ "epoch": 14.15,
229
+ "eval_loss": 13.895669937133789,
230
+ "eval_runtime": 2.2929,
231
+ "eval_samples_per_second": 312.699,
232
+ "eval_steps_per_second": 10.031,
233
+ "eval_wer": 0.24140807474140807,
234
+ "step": 750
235
+ },
236
+ {
237
+ "epoch": 15.09,
238
+ "learning_rate": 1.9877398020679796e-05,
239
+ "loss": 19.4522,
240
+ "step": 800
241
+ },
242
+ {
243
+ "epoch": 15.09,
244
+ "eval_loss": 9.745962142944336,
245
+ "eval_runtime": 2.3244,
246
+ "eval_samples_per_second": 308.464,
247
+ "eval_steps_per_second": 9.895,
248
+ "eval_wer": 0.19494494494494494,
249
+ "step": 800
250
+ },
251
+ {
252
+ "epoch": 16.04,
253
+ "learning_rate": 1.9820644187180354e-05,
254
+ "loss": 15.0046,
255
+ "step": 850
256
+ },
257
+ {
258
+ "epoch": 16.04,
259
+ "eval_loss": 7.673460483551025,
260
+ "eval_runtime": 2.357,
261
+ "eval_samples_per_second": 304.198,
262
+ "eval_steps_per_second": 9.758,
263
+ "eval_wer": 0.16216216216216217,
264
+ "step": 850
265
+ },
266
+ {
267
+ "epoch": 16.98,
268
+ "learning_rate": 1.975324147878278e-05,
269
+ "loss": 12.3783,
270
+ "step": 900
271
+ },
272
+ {
273
+ "epoch": 16.98,
274
+ "eval_loss": 6.555938720703125,
275
+ "eval_runtime": 2.2666,
276
+ "eval_samples_per_second": 316.327,
277
+ "eval_steps_per_second": 10.147,
278
+ "eval_wer": 0.1519853186519853,
279
+ "step": 900
280
+ },
281
+ {
282
+ "epoch": 17.92,
283
+ "learning_rate": 1.9675262982648757e-05,
284
+ "loss": 10.7256,
285
+ "step": 950
286
+ },
287
+ {
288
+ "epoch": 17.92,
289
+ "eval_loss": 5.785167217254639,
290
+ "eval_runtime": 2.3021,
291
+ "eval_samples_per_second": 311.456,
292
+ "eval_steps_per_second": 9.991,
293
+ "eval_wer": 0.142308975642309,
294
+ "step": 950
295
+ },
296
+ {
297
+ "epoch": 18.87,
298
+ "learning_rate": 1.958679325364396e-05,
299
+ "loss": 9.8218,
300
+ "step": 1000
301
+ },
302
+ {
303
+ "epoch": 18.87,
304
+ "eval_loss": 5.4473090171813965,
305
+ "eval_runtime": 2.3201,
306
+ "eval_samples_per_second": 309.032,
307
+ "eval_steps_per_second": 9.913,
308
+ "eval_wer": 0.1394728061394728,
309
+ "step": 1000
310
+ },
311
+ {
312
+ "epoch": 19.81,
313
+ "learning_rate": 1.9487928222652195e-05,
314
+ "loss": 9.0115,
315
+ "step": 1050
316
+ },
317
+ {
318
+ "epoch": 19.81,
319
+ "eval_loss": 5.125023365020752,
320
+ "eval_runtime": 2.3061,
321
+ "eval_samples_per_second": 310.909,
322
+ "eval_steps_per_second": 9.973,
323
+ "eval_wer": 0.13563563563563563,
324
+ "step": 1050
325
+ },
326
+ {
327
+ "epoch": 20.75,
328
+ "learning_rate": 1.9378775092554124e-05,
329
+ "loss": 8.1076,
330
+ "step": 1100
331
+ },
332
+ {
333
+ "epoch": 20.75,
334
+ "eval_loss": 4.797976016998291,
335
+ "eval_runtime": 2.2582,
336
+ "eval_samples_per_second": 317.516,
337
+ "eval_steps_per_second": 10.185,
338
+ "eval_wer": 0.12328995662328995,
339
+ "step": 1100
340
+ },
341
+ {
342
+ "epoch": 21.7,
343
+ "learning_rate": 1.925945222198336e-05,
344
+ "loss": 7.9779,
345
+ "step": 1150
346
+ },
347
+ {
348
+ "epoch": 21.7,
349
+ "eval_loss": 4.615002632141113,
350
+ "eval_runtime": 2.3017,
351
+ "eval_samples_per_second": 311.506,
352
+ "eval_steps_per_second": 9.993,
353
+ "eval_wer": 0.12112112112112113,
354
+ "step": 1150
355
+ },
356
+ {
357
+ "epoch": 22.64,
358
+ "learning_rate": 1.9130088996985967e-05,
359
+ "loss": 7.6027,
360
+ "step": 1200
361
+ },
362
+ {
363
+ "epoch": 22.64,
364
+ "eval_loss": 4.650717258453369,
365
+ "eval_runtime": 2.245,
366
+ "eval_samples_per_second": 319.376,
367
+ "eval_steps_per_second": 10.245,
368
+ "eval_wer": 0.12512512512512514,
369
+ "step": 1200
370
+ },
371
+ {
372
+ "epoch": 23.58,
373
+ "learning_rate": 1.8990825690722557e-05,
374
+ "loss": 7.4535,
375
+ "step": 1250
376
+ },
377
+ {
378
+ "epoch": 23.58,
379
+ "eval_loss": 4.481402397155762,
380
+ "eval_runtime": 2.3288,
381
+ "eval_samples_per_second": 307.882,
382
+ "eval_steps_per_second": 9.876,
383
+ "eval_wer": 0.12095428762095428,
384
+ "step": 1250
385
+ },
386
+ {
387
+ "epoch": 24.53,
388
+ "learning_rate": 1.8841813311365105e-05,
389
+ "loss": 6.946,
390
+ "step": 1300
391
+ },
392
+ {
393
+ "epoch": 24.53,
394
+ "eval_loss": 4.436919212341309,
395
+ "eval_runtime": 2.254,
396
+ "eval_samples_per_second": 318.102,
397
+ "eval_steps_per_second": 10.204,
398
+ "eval_wer": 0.11494828161494829,
399
+ "step": 1300
400
+ },
401
+ {
402
+ "epoch": 25.47,
403
+ "learning_rate": 1.868321343835339e-05,
404
+ "loss": 7.0627,
405
+ "step": 1350
406
+ },
407
+ {
408
+ "epoch": 25.47,
409
+ "eval_loss": 4.11531400680542,
410
+ "eval_runtime": 2.2753,
411
+ "eval_samples_per_second": 315.126,
412
+ "eval_steps_per_second": 10.109,
413
+ "eval_wer": 0.11394728061394728,
414
+ "step": 1350
415
+ },
416
+ {
417
+ "epoch": 26.42,
418
+ "learning_rate": 1.8515198047188652e-05,
419
+ "loss": 6.2482,
420
+ "step": 1400
421
+ },
422
+ {
423
+ "epoch": 26.42,
424
+ "eval_loss": 4.004451274871826,
425
+ "eval_runtime": 2.232,
426
+ "eval_samples_per_second": 321.232,
427
+ "eval_steps_per_second": 10.305,
428
+ "eval_wer": 0.11011011011011011,
429
+ "step": 1400
430
+ },
431
+ {
432
+ "epoch": 27.36,
433
+ "learning_rate": 1.833794932295441e-05,
434
+ "loss": 6.2238,
435
+ "step": 1450
436
+ },
437
+ {
438
+ "epoch": 27.36,
439
+ "eval_loss": 4.035464286804199,
440
+ "eval_runtime": 2.4345,
441
+ "eval_samples_per_second": 294.516,
442
+ "eval_steps_per_second": 9.448,
443
+ "eval_wer": 0.11578244911578245,
444
+ "step": 1450
445
+ },
446
+ {
447
+ "epoch": 28.3,
448
+ "learning_rate": 1.8151659462766685e-05,
449
+ "loss": 5.8919,
450
+ "step": 1500
451
+ },
452
+ {
453
+ "epoch": 28.3,
454
+ "eval_loss": 3.9624619483947754,
455
+ "eval_runtime": 2.2497,
456
+ "eval_samples_per_second": 318.712,
457
+ "eval_steps_per_second": 10.224,
458
+ "eval_wer": 0.11544878211544878,
459
+ "step": 1500
460
+ },
461
+ {
462
+ "epoch": 29.25,
463
+ "learning_rate": 1.7956530467367805e-05,
464
+ "loss": 5.7955,
465
+ "step": 1550
466
+ },
467
+ {
468
+ "epoch": 29.25,
469
+ "eval_loss": 3.7957444190979004,
470
+ "eval_runtime": 2.3687,
471
+ "eval_samples_per_second": 302.701,
472
+ "eval_steps_per_second": 9.71,
473
+ "eval_wer": 0.11269602936269603,
474
+ "step": 1550
475
+ },
476
+ {
477
+ "epoch": 30.19,
478
+ "learning_rate": 1.7752773922089784e-05,
479
+ "loss": 5.4849,
480
+ "step": 1600
481
+ },
482
+ {
483
+ "epoch": 30.19,
484
+ "eval_loss": 3.7985599040985107,
485
+ "eval_runtime": 2.3776,
486
+ "eval_samples_per_second": 301.568,
487
+ "eval_steps_per_second": 9.674,
488
+ "eval_wer": 0.10577243910577244,
489
+ "step": 1600
490
+ },
491
+ {
492
+ "epoch": 31.13,
493
+ "learning_rate": 1.7540610767424813e-05,
494
+ "loss": 5.1108,
495
+ "step": 1650
496
+ },
497
+ {
498
+ "epoch": 31.13,
499
+ "eval_loss": 3.818775177001953,
500
+ "eval_runtime": 2.2702,
501
+ "eval_samples_per_second": 315.836,
502
+ "eval_steps_per_second": 10.131,
503
+ "eval_wer": 0.10702369035702369,
504
+ "step": 1650
505
+ },
506
+ {
507
+ "epoch": 32.08,
508
+ "learning_rate": 1.7320271059451597e-05,
509
+ "loss": 5.3354,
510
+ "step": 1700
511
+ },
512
+ {
513
+ "epoch": 32.08,
514
+ "eval_loss": 3.69089674949646,
515
+ "eval_runtime": 2.3064,
516
+ "eval_samples_per_second": 310.88,
517
+ "eval_steps_per_second": 9.972,
518
+ "eval_wer": 0.10235235235235235,
519
+ "step": 1700
520
+ },
521
+ {
522
+ "epoch": 33.02,
523
+ "learning_rate": 1.7091993720377336e-05,
524
+ "loss": 5.1149,
525
+ "step": 1750
526
+ },
527
+ {
528
+ "epoch": 33.02,
529
+ "eval_loss": 3.62273907661438,
530
+ "eval_runtime": 2.3105,
531
+ "eval_samples_per_second": 310.319,
532
+ "eval_steps_per_second": 9.954,
533
+ "eval_wer": 0.10226893560226893,
534
+ "step": 1750
535
+ },
536
+ {
537
+ "epoch": 33.96,
538
+ "learning_rate": 1.685602627946584e-05,
539
+ "loss": 4.976,
540
+ "step": 1800
541
+ },
542
+ {
543
+ "epoch": 33.96,
544
+ "eval_loss": 3.6176178455352783,
545
+ "eval_runtime": 2.4073,
546
+ "eval_samples_per_second": 297.846,
547
+ "eval_steps_per_second": 9.554,
548
+ "eval_wer": 0.1016016016016016,
549
+ "step": 1800
550
+ },
551
+ {
552
+ "epoch": 34.91,
553
+ "learning_rate": 1.661262460463274e-05,
554
+ "loss": 4.5904,
555
+ "step": 1850
556
+ },
557
+ {
558
+ "epoch": 34.91,
559
+ "eval_loss": 3.5958945751190186,
560
+ "eval_runtime": 2.3015,
561
+ "eval_samples_per_second": 311.541,
562
+ "eval_steps_per_second": 9.994,
563
+ "eval_wer": 0.10785785785785786,
564
+ "step": 1850
565
+ },
566
+ {
567
+ "epoch": 35.85,
568
+ "learning_rate": 1.6362052624998767e-05,
569
+ "loss": 4.6613,
570
+ "step": 1900
571
+ },
572
+ {
573
+ "epoch": 35.85,
574
+ "eval_loss": 3.4999887943267822,
575
+ "eval_runtime": 2.265,
576
+ "eval_samples_per_second": 316.562,
577
+ "eval_steps_per_second": 10.155,
578
+ "eval_wer": 0.10685685685685686,
579
+ "step": 1900
580
+ },
581
+ {
582
+ "epoch": 36.79,
583
+ "learning_rate": 1.6104582044701983e-05,
584
+ "loss": 4.7697,
585
+ "step": 1950
586
+ },
587
+ {
588
+ "epoch": 36.79,
589
+ "eval_loss": 3.5211145877838135,
590
+ "eval_runtime": 2.326,
591
+ "eval_samples_per_second": 308.248,
592
+ "eval_steps_per_second": 9.888,
593
+ "eval_wer": 0.10143476810143477,
594
+ "step": 1950
595
+ },
596
+ {
597
+ "epoch": 37.74,
598
+ "learning_rate": 1.584049204827929e-05,
599
+ "loss": 4.4224,
600
+ "step": 2000
601
+ },
602
+ {
603
+ "epoch": 37.74,
604
+ "eval_loss": 3.4720044136047363,
605
+ "eval_runtime": 2.25,
606
+ "eval_samples_per_second": 318.672,
607
+ "eval_steps_per_second": 10.222,
608
+ "eval_wer": 0.1001001001001001,
609
+ "step": 2000
610
+ },
611
+ {
612
+ "epoch": 38.68,
613
+ "learning_rate": 1.5570068997936686e-05,
614
+ "loss": 4.5255,
615
+ "step": 2050
616
+ },
617
+ {
618
+ "epoch": 38.68,
619
+ "eval_loss": 3.417844533920288,
620
+ "eval_runtime": 2.2907,
621
+ "eval_samples_per_second": 313.008,
622
+ "eval_steps_per_second": 10.041,
623
+ "eval_wer": 0.09826493159826494,
624
+ "step": 2050
625
+ },
626
+ {
627
+ "epoch": 39.62,
628
+ "learning_rate": 1.5293606123036508e-05,
629
+ "loss": 4.2808,
630
+ "step": 2100
631
+ },
632
+ {
633
+ "epoch": 39.62,
634
+ "eval_loss": 3.4800703525543213,
635
+ "eval_runtime": 2.3337,
636
+ "eval_samples_per_second": 307.243,
637
+ "eval_steps_per_second": 9.856,
638
+ "eval_wer": 0.10435435435435435,
639
+ "step": 2100
640
+ },
641
+ {
642
+ "epoch": 40.57,
643
+ "learning_rate": 1.5011403202138346e-05,
644
+ "loss": 4.2407,
645
+ "step": 2150
646
+ },
647
+ {
648
+ "epoch": 40.57,
649
+ "eval_loss": 3.4080042839050293,
650
+ "eval_runtime": 2.2974,
651
+ "eval_samples_per_second": 312.092,
652
+ "eval_steps_per_second": 10.011,
653
+ "eval_wer": 0.10001668335001668,
654
+ "step": 2150
655
+ },
656
+ {
657
+ "epoch": 41.51,
658
+ "learning_rate": 1.4723766237938495e-05,
659
+ "loss": 3.9611,
660
+ "step": 2200
661
+ },
662
+ {
663
+ "epoch": 41.51,
664
+ "eval_loss": 3.451436758041382,
665
+ "eval_runtime": 2.3789,
666
+ "eval_samples_per_second": 301.4,
667
+ "eval_steps_per_second": 9.668,
668
+ "eval_wer": 0.10485485485485485,
669
+ "step": 2200
670
+ },
671
+ {
672
+ "epoch": 42.45,
673
+ "learning_rate": 1.4431007125460274e-05,
674
+ "loss": 4.014,
675
+ "step": 2250
676
+ },
677
+ {
678
+ "epoch": 42.45,
679
+ "eval_loss": 3.3982768058776855,
680
+ "eval_runtime": 2.2505,
681
+ "eval_samples_per_second": 318.595,
682
+ "eval_steps_per_second": 10.22,
683
+ "eval_wer": 0.10885885885885886,
684
+ "step": 2250
685
+ },
686
+ {
687
+ "epoch": 43.4,
688
+ "learning_rate": 1.4133443313855155e-05,
689
+ "loss": 3.8487,
690
+ "step": 2300
691
+ },
692
+ {
693
+ "epoch": 43.4,
694
+ "eval_loss": 3.4163670539855957,
695
+ "eval_runtime": 2.4151,
696
+ "eval_samples_per_second": 296.887,
697
+ "eval_steps_per_second": 9.524,
698
+ "eval_wer": 0.10418752085418752,
699
+ "step": 2300
700
+ },
701
+ {
702
+ "epoch": 44.34,
703
+ "learning_rate": 1.3831397462181298e-05,
704
+ "loss": 3.8132,
705
+ "step": 2350
706
+ },
707
+ {
708
+ "epoch": 44.34,
709
+ "eval_loss": 3.356208086013794,
710
+ "eval_runtime": 2.3331,
711
+ "eval_samples_per_second": 307.322,
712
+ "eval_steps_per_second": 9.858,
713
+ "eval_wer": 0.09584584584584585,
714
+ "step": 2350
715
+ },
716
+ {
717
+ "epoch": 45.28,
718
+ "learning_rate": 1.3525197089532833e-05,
719
+ "loss": 3.6973,
720
+ "step": 2400
721
+ },
722
+ {
723
+ "epoch": 45.28,
724
+ "eval_loss": 3.283907890319824,
725
+ "eval_runtime": 2.2596,
726
+ "eval_samples_per_second": 317.308,
727
+ "eval_steps_per_second": 10.179,
728
+ "eval_wer": 0.09776443109776443,
729
+ "step": 2400
730
+ },
731
+ {
732
+ "epoch": 46.23,
733
+ "learning_rate": 1.3215174219899224e-05,
734
+ "loss": 3.606,
735
+ "step": 2450
736
+ },
737
+ {
738
+ "epoch": 46.23,
739
+ "eval_loss": 3.3125367164611816,
740
+ "eval_runtime": 2.2757,
741
+ "eval_samples_per_second": 315.07,
742
+ "eval_steps_per_second": 10.107,
743
+ "eval_wer": 0.10093426760093427,
744
+ "step": 2450
745
+ },
746
+ {
747
+ "epoch": 47.17,
748
+ "learning_rate": 1.2901665022139796e-05,
749
+ "loss": 3.5412,
750
+ "step": 2500
751
+ },
752
+ {
753
+ "epoch": 47.17,
754
+ "eval_loss": 3.2580113410949707,
755
+ "eval_runtime": 2.2944,
756
+ "eval_samples_per_second": 312.502,
757
+ "eval_steps_per_second": 10.024,
758
+ "eval_wer": 0.09768101434768102,
759
+ "step": 2500
760
+ },
761
+ {
762
+ "epoch": 48.11,
763
+ "learning_rate": 1.2591371175914464e-05,
764
+ "loss": 3.3971,
765
+ "step": 2550
766
+ },
767
+ {
768
+ "epoch": 48.11,
769
+ "eval_loss": 3.306504487991333,
770
+ "eval_runtime": 2.3284,
771
+ "eval_samples_per_second": 307.938,
772
+ "eval_steps_per_second": 9.878,
773
+ "eval_wer": 0.09843176509843177,
774
+ "step": 2550
775
+ },
776
+ {
777
+ "epoch": 49.06,
778
+ "learning_rate": 1.2271965256408201e-05,
779
+ "loss": 3.4795,
780
+ "step": 2600
781
+ },
782
+ {
783
+ "epoch": 49.06,
784
+ "eval_loss": 3.3312034606933594,
785
+ "eval_runtime": 2.3017,
786
+ "eval_samples_per_second": 311.51,
787
+ "eval_steps_per_second": 9.993,
788
+ "eval_wer": 0.10368702035368701,
789
+ "step": 2600
790
+ },
791
+ {
792
+ "epoch": 50.0,
793
+ "learning_rate": 1.1950095763909446e-05,
794
+ "loss": 3.302,
795
+ "step": 2650
796
+ },
797
+ {
798
+ "epoch": 50.0,
799
+ "eval_loss": 3.3014612197875977,
800
+ "eval_runtime": 2.4125,
801
+ "eval_samples_per_second": 297.198,
802
+ "eval_steps_per_second": 9.534,
803
+ "eval_wer": 0.0985985985985986,
804
+ "step": 2650
805
+ },
806
+ {
807
+ "epoch": 50.94,
808
+ "learning_rate": 1.1626111712993397e-05,
809
+ "loss": 3.2486,
810
+ "step": 2700
811
+ },
812
+ {
813
+ "epoch": 50.94,
814
+ "eval_loss": 3.2506401538848877,
815
+ "eval_runtime": 2.2778,
816
+ "eval_samples_per_second": 314.775,
817
+ "eval_steps_per_second": 10.097,
818
+ "eval_wer": 0.09768101434768102,
819
+ "step": 2700
820
+ },
821
+ {
822
+ "epoch": 51.89,
823
+ "learning_rate": 1.1300364411126395e-05,
824
+ "loss": 3.3977,
825
+ "step": 2750
826
+ },
827
+ {
828
+ "epoch": 51.89,
829
+ "eval_loss": 3.240551471710205,
830
+ "eval_runtime": 2.4135,
831
+ "eval_samples_per_second": 297.074,
832
+ "eval_steps_per_second": 9.53,
833
+ "eval_wer": 0.09517851184517852,
834
+ "step": 2750
835
+ },
836
+ {
837
+ "epoch": 52.83,
838
+ "learning_rate": 1.0973207077730688e-05,
839
+ "loss": 3.0229,
840
+ "step": 2800
841
+ },
842
+ {
843
+ "epoch": 52.83,
844
+ "eval_loss": 3.287993907928467,
845
+ "eval_runtime": 2.3151,
846
+ "eval_samples_per_second": 309.7,
847
+ "eval_steps_per_second": 9.935,
848
+ "eval_wer": 0.09893226559893227,
849
+ "step": 2800
850
+ },
851
+ {
852
+ "epoch": 53.77,
853
+ "learning_rate": 1.0644994461176039e-05,
854
+ "loss": 3.2615,
855
+ "step": 2850
856
+ },
857
+ {
858
+ "epoch": 53.77,
859
+ "eval_loss": 3.3112218379974365,
860
+ "eval_runtime": 2.2897,
861
+ "eval_samples_per_second": 313.137,
862
+ "eval_steps_per_second": 10.045,
863
+ "eval_wer": 0.09984984984984985,
864
+ "step": 2850
865
+ },
866
+ {
867
+ "epoch": 54.72,
868
+ "learning_rate": 1.0316082454113379e-05,
869
+ "loss": 3.2023,
870
+ "step": 2900
871
+ },
872
+ {
873
+ "epoch": 54.72,
874
+ "eval_loss": 3.289529323577881,
875
+ "eval_runtime": 2.3096,
876
+ "eval_samples_per_second": 310.45,
877
+ "eval_steps_per_second": 9.959,
878
+ "eval_wer": 0.10368702035368701,
879
+ "step": 2900
880
+ },
881
+ {
882
+ "epoch": 55.66,
883
+ "learning_rate": 9.98682770756773e-06,
884
+ "loss": 3.0037,
885
+ "step": 2950
886
+ },
887
+ {
888
+ "epoch": 55.66,
889
+ "eval_loss": 3.33939266204834,
890
+ "eval_runtime": 2.3223,
891
+ "eval_samples_per_second": 308.74,
892
+ "eval_steps_per_second": 9.904,
893
+ "eval_wer": 0.10176843510176843,
894
+ "step": 2950
895
+ },
896
+ {
897
+ "epoch": 56.6,
898
+ "learning_rate": 9.657587244208758e-06,
899
+ "loss": 2.9249,
900
+ "step": 3000
901
+ },
902
+ {
903
+ "epoch": 56.6,
904
+ "eval_loss": 3.2351438999176025,
905
+ "eval_runtime": 2.3103,
906
+ "eval_samples_per_second": 310.353,
907
+ "eval_steps_per_second": 9.956,
908
+ "eval_wer": 0.09743076409743076,
909
+ "step": 3000
910
+ },
911
+ {
912
+ "epoch": 57.55,
913
+ "learning_rate": 9.328718071218366e-06,
914
+ "loss": 3.112,
915
+ "step": 3050
916
+ },
917
+ {
918
+ "epoch": 57.55,
919
+ "eval_loss": 3.2868096828460693,
920
+ "eval_runtime": 2.2583,
921
+ "eval_samples_per_second": 317.501,
922
+ "eval_steps_per_second": 10.185,
923
+ "eval_wer": 0.10185185185185185,
924
+ "step": 3050
925
+ },
926
+ {
927
+ "epoch": 58.49,
928
+ "learning_rate": 9.000576793175061e-06,
929
+ "loss": 3.0261,
930
+ "step": 3100
931
+ },
932
+ {
933
+ "epoch": 58.49,
934
+ "eval_loss": 3.324059009552002,
935
+ "eval_runtime": 2.3538,
936
+ "eval_samples_per_second": 304.612,
937
+ "eval_steps_per_second": 9.771,
938
+ "eval_wer": 0.10385385385385386,
939
+ "step": 3100
940
+ },
941
+ {
942
+ "epoch": 59.43,
943
+ "learning_rate": 8.673519225374882e-06,
944
+ "loss": 2.8959,
945
+ "step": 3150
946
+ },
947
+ {
948
+ "epoch": 59.43,
949
+ "eval_loss": 3.225084066390991,
950
+ "eval_runtime": 2.3969,
951
+ "eval_samples_per_second": 299.14,
952
+ "eval_steps_per_second": 9.596,
953
+ "eval_wer": 0.09467801134467801,
954
+ "step": 3150
955
+ },
956
+ {
957
+ "epoch": 60.38,
958
+ "learning_rate": 8.347900008008194e-06,
959
+ "loss": 2.946,
960
+ "step": 3200
961
+ },
962
+ {
963
+ "epoch": 60.38,
964
+ "eval_loss": 3.28798508644104,
965
+ "eval_runtime": 2.4104,
966
+ "eval_samples_per_second": 297.466,
967
+ "eval_steps_per_second": 9.542,
968
+ "eval_wer": 0.10118451785118451,
969
+ "step": 3200
970
+ },
971
+ {
972
+ "epoch": 61.32,
973
+ "learning_rate": 8.024072221610653e-06,
974
+ "loss": 2.6933,
975
+ "step": 3250
976
+ },
977
+ {
978
+ "epoch": 61.32,
979
+ "eval_loss": 3.259455680847168,
980
+ "eval_runtime": 2.3334,
981
+ "eval_samples_per_second": 307.279,
982
+ "eval_steps_per_second": 9.857,
983
+ "eval_wer": 0.1031031031031031,
984
+ "step": 3250
985
+ },
986
+ {
987
+ "epoch": 62.26,
988
+ "learning_rate": 7.702387004205407e-06,
989
+ "loss": 2.8755,
990
+ "step": 3300
991
+ },
992
+ {
993
+ "epoch": 62.26,
994
+ "eval_loss": 3.214036464691162,
995
+ "eval_runtime": 2.2931,
996
+ "eval_samples_per_second": 312.677,
997
+ "eval_steps_per_second": 10.03,
998
+ "eval_wer": 0.10477143810477144,
999
+ "step": 3300
1000
+ },
1001
+ {
1002
+ "epoch": 63.21,
1003
+ "learning_rate": 7.383193170551595e-06,
1004
+ "loss": 2.606,
1005
+ "step": 3350
1006
+ },
1007
+ {
1008
+ "epoch": 63.21,
1009
+ "eval_loss": 3.2743003368377686,
1010
+ "eval_runtime": 2.33,
1011
+ "eval_samples_per_second": 307.725,
1012
+ "eval_steps_per_second": 9.871,
1013
+ "eval_wer": 0.1075241908575242,
1014
+ "step": 3350
1015
+ },
1016
+ {
1017
+ "epoch": 64.15,
1018
+ "learning_rate": 7.066836833912053e-06,
1019
+ "loss": 2.7607,
1020
+ "step": 3400
1021
+ },
1022
+ {
1023
+ "epoch": 64.15,
1024
+ "eval_loss": 3.2454757690429688,
1025
+ "eval_runtime": 2.3209,
1026
+ "eval_samples_per_second": 308.936,
1027
+ "eval_steps_per_second": 9.91,
1028
+ "eval_wer": 0.10527193860527194,
1029
+ "step": 3400
1030
+ },
1031
+ {
1032
+ "epoch": 65.09,
1033
+ "learning_rate": 6.7536610307503735e-06,
1034
+ "loss": 2.6394,
1035
+ "step": 3450
1036
+ },
1037
+ {
1038
+ "epoch": 65.09,
1039
+ "eval_loss": 3.2334530353546143,
1040
+ "eval_runtime": 2.3834,
1041
+ "eval_samples_per_second": 300.837,
1042
+ "eval_steps_per_second": 9.65,
1043
+ "eval_wer": 0.09943276609943276,
1044
+ "step": 3450
1045
+ },
1046
+ {
1047
+ "epoch": 66.04,
1048
+ "learning_rate": 6.444005348764207e-06,
1049
+ "loss": 2.6899,
1050
+ "step": 3500
1051
+ },
1052
+ {
1053
+ "epoch": 66.04,
1054
+ "eval_loss": 3.227813482284546,
1055
+ "eval_runtime": 2.2591,
1056
+ "eval_samples_per_second": 317.385,
1057
+ "eval_steps_per_second": 10.181,
1058
+ "eval_wer": 0.10043376710043377,
1059
+ "step": 3500
1060
+ },
1061
+ {
1062
+ "epoch": 66.98,
1063
+ "learning_rate": 6.138205558658212e-06,
1064
+ "loss": 2.719,
1065
+ "step": 3550
1066
+ },
1067
+ {
1068
+ "epoch": 66.98,
1069
+ "eval_loss": 3.201153516769409,
1070
+ "eval_runtime": 2.3345,
1071
+ "eval_samples_per_second": 307.127,
1072
+ "eval_steps_per_second": 9.852,
1073
+ "eval_wer": 0.09793126459793126,
1074
+ "step": 3550
1075
+ },
1076
+ {
1077
+ "epoch": 67.92,
1078
+ "learning_rate": 5.83659325005591e-06,
1079
+ "loss": 2.6997,
1080
+ "step": 3600
1081
+ },
1082
+ {
1083
+ "epoch": 67.92,
1084
+ "eval_loss": 3.2009031772613525,
1085
+ "eval_runtime": 2.2428,
1086
+ "eval_samples_per_second": 319.684,
1087
+ "eval_steps_per_second": 10.255,
1088
+ "eval_wer": 0.09793126459793126,
1089
+ "step": 3600
1090
+ },
1091
+ {
1092
+ "epoch": 68.87,
1093
+ "learning_rate": 5.53949547194521e-06,
1094
+ "loss": 2.5935,
1095
+ "step": 3650
1096
+ },
1097
+ {
1098
+ "epoch": 68.87,
1099
+ "eval_loss": 3.2141449451446533,
1100
+ "eval_runtime": 2.306,
1101
+ "eval_samples_per_second": 310.924,
1102
+ "eval_steps_per_second": 9.974,
1103
+ "eval_wer": 0.09784784784784785,
1104
+ "step": 3650
1105
+ },
1106
+ {
1107
+ "epoch": 69.81,
1108
+ "learning_rate": 5.247234378047524e-06,
1109
+ "loss": 2.6115,
1110
+ "step": 3700
1111
+ },
1112
+ {
1113
+ "epoch": 69.81,
1114
+ "eval_loss": 3.1760427951812744,
1115
+ "eval_runtime": 2.254,
1116
+ "eval_samples_per_second": 318.096,
1117
+ "eval_steps_per_second": 10.204,
1118
+ "eval_wer": 0.09467801134467801,
1119
+ "step": 3700
1120
+ },
1121
+ {
1122
+ "epoch": 70.75,
1123
+ "learning_rate": 4.960126877495005e-06,
1124
+ "loss": 2.5713,
1125
+ "step": 3750
1126
+ },
1127
+ {
1128
+ "epoch": 70.75,
1129
+ "eval_loss": 3.1937472820281982,
1130
+ "eval_runtime": 2.3527,
1131
+ "eval_samples_per_second": 304.754,
1132
+ "eval_steps_per_second": 9.776,
1133
+ "eval_wer": 0.09768101434768102,
1134
+ "step": 3750
1135
+ },
1136
+ {
1137
+ "epoch": 71.7,
1138
+ "learning_rate": 4.67848429119466e-06,
1139
+ "loss": 2.6647,
1140
+ "step": 3800
1141
+ },
1142
+ {
1143
+ "epoch": 71.7,
1144
+ "eval_loss": 3.162875175476074,
1145
+ "eval_runtime": 2.3463,
1146
+ "eval_samples_per_second": 305.584,
1147
+ "eval_steps_per_second": 9.803,
1148
+ "eval_wer": 0.0985985985985986,
1149
+ "step": 3800
1150
+ },
1151
+ {
1152
+ "epoch": 72.64,
1153
+ "learning_rate": 4.402612014251967e-06,
1154
+ "loss": 2.4878,
1155
+ "step": 3850
1156
+ },
1157
+ {
1158
+ "epoch": 72.64,
1159
+ "eval_loss": 3.1674914360046387,
1160
+ "eval_runtime": 2.32,
1161
+ "eval_samples_per_second": 309.054,
1162
+ "eval_steps_per_second": 9.914,
1163
+ "eval_wer": 0.09517851184517852,
1164
+ "step": 3850
1165
+ },
1166
+ {
1167
+ "epoch": 73.58,
1168
+ "learning_rate": 4.132809184820095e-06,
1169
+ "loss": 2.4761,
1170
+ "step": 3900
1171
+ },
1172
+ {
1173
+ "epoch": 73.58,
1174
+ "eval_loss": 3.1950597763061523,
1175
+ "eval_runtime": 2.2542,
1176
+ "eval_samples_per_second": 318.073,
1177
+ "eval_steps_per_second": 10.203,
1178
+ "eval_wer": 0.09759759759759759,
1179
+ "step": 3900
1180
+ },
1181
+ {
1182
+ "epoch": 74.53,
1183
+ "learning_rate": 3.869368359733711e-06,
1184
+ "loss": 2.3124,
1185
+ "step": 3950
1186
+ },
1187
+ {
1188
+ "epoch": 74.53,
1189
+ "eval_loss": 3.162883758544922,
1190
+ "eval_runtime": 2.3024,
1191
+ "eval_samples_per_second": 311.42,
1192
+ "eval_steps_per_second": 9.99,
1193
+ "eval_wer": 0.09542876209542876,
1194
+ "step": 3950
1195
+ },
1196
+ {
1197
+ "epoch": 75.47,
1198
+ "learning_rate": 3.6125751972791635e-06,
1199
+ "loss": 2.5718,
1200
+ "step": 4000
1201
+ },
1202
+ {
1203
+ "epoch": 75.47,
1204
+ "eval_loss": 3.1576590538024902,
1205
+ "eval_runtime": 2.2697,
1206
+ "eval_samples_per_second": 315.908,
1207
+ "eval_steps_per_second": 10.134,
1208
+ "eval_wer": 0.09784784784784785,
1209
+ "step": 4000
1210
+ },
1211
+ {
1212
+ "epoch": 76.42,
1213
+ "learning_rate": 3.3627081474450273e-06,
1214
+ "loss": 2.4606,
1215
+ "step": 4050
1216
+ },
1217
+ {
1218
+ "epoch": 76.42,
1219
+ "eval_loss": 3.1632273197174072,
1220
+ "eval_runtime": 2.4587,
1221
+ "eval_samples_per_second": 291.613,
1222
+ "eval_steps_per_second": 9.354,
1223
+ "eval_wer": 0.09734734734734735,
1224
+ "step": 4050
1225
+ },
1226
+ {
1227
+ "epoch": 77.36,
1228
+ "learning_rate": 3.120038149988832e-06,
1229
+ "loss": 2.5313,
1230
+ "step": 4100
1231
+ },
1232
+ {
1233
+ "epoch": 77.36,
1234
+ "eval_loss": 3.1841392517089844,
1235
+ "eval_runtime": 2.3574,
1236
+ "eval_samples_per_second": 304.154,
1237
+ "eval_steps_per_second": 9.757,
1238
+ "eval_wer": 0.09884884884884886,
1239
+ "step": 4100
1240
+ },
1241
+ {
1242
+ "epoch": 78.3,
1243
+ "learning_rate": 2.889457763733774e-06,
1244
+ "loss": 2.5124,
1245
+ "step": 4150
1246
+ },
1247
+ {
1248
+ "epoch": 78.3,
1249
+ "eval_loss": 3.1893506050109863,
1250
+ "eval_runtime": 2.2547,
1251
+ "eval_samples_per_second": 318.009,
1252
+ "eval_steps_per_second": 10.201,
1253
+ "eval_wer": 0.09868201534868201,
1254
+ "step": 4150
1255
+ },
1256
+ {
1257
+ "epoch": 79.25,
1258
+ "learning_rate": 2.6618064384144925e-06,
1259
+ "loss": 2.3324,
1260
+ "step": 4200
1261
+ },
1262
+ {
1263
+ "epoch": 79.25,
1264
+ "eval_loss": 3.1718995571136475,
1265
+ "eval_runtime": 2.3078,
1266
+ "eval_samples_per_second": 310.686,
1267
+ "eval_steps_per_second": 9.966,
1268
+ "eval_wer": 0.0965965965965966,
1269
+ "step": 4200
1270
+ },
1271
+ {
1272
+ "epoch": 80.19,
1273
+ "learning_rate": 2.44211217820481e-06,
1274
+ "loss": 2.4468,
1275
+ "step": 4250
1276
+ },
1277
+ {
1278
+ "epoch": 80.19,
1279
+ "eval_loss": 3.175983190536499,
1280
+ "eval_runtime": 2.483,
1281
+ "eval_samples_per_second": 288.768,
1282
+ "eval_steps_per_second": 9.263,
1283
+ "eval_wer": 0.09642976309642977,
1284
+ "step": 4250
1285
+ },
1286
+ {
1287
+ "epoch": 81.13,
1288
+ "learning_rate": 2.2306132054298847e-06,
1289
+ "loss": 2.4035,
1290
+ "step": 4300
1291
+ },
1292
+ {
1293
+ "epoch": 81.13,
1294
+ "eval_loss": 3.201446294784546,
1295
+ "eval_runtime": 2.2646,
1296
+ "eval_samples_per_second": 316.615,
1297
+ "eval_steps_per_second": 10.156,
1298
+ "eval_wer": 0.09826493159826494,
1299
+ "step": 4300
1300
+ },
1301
+ {
1302
+ "epoch": 82.08,
1303
+ "learning_rate": 2.027538855972291e-06,
1304
+ "loss": 2.3834,
1305
+ "step": 4350
1306
+ },
1307
+ {
1308
+ "epoch": 82.08,
1309
+ "eval_loss": 3.1823039054870605,
1310
+ "eval_runtime": 2.3457,
1311
+ "eval_samples_per_second": 305.661,
1312
+ "eval_steps_per_second": 9.805,
1313
+ "eval_wer": 0.0965965965965966,
1314
+ "step": 4350
1315
+ },
1316
+ {
1317
+ "epoch": 83.02,
1318
+ "learning_rate": 1.8331093305949532e-06,
1319
+ "loss": 2.3655,
1320
+ "step": 4400
1321
+ },
1322
+ {
1323
+ "epoch": 83.02,
1324
+ "eval_loss": 3.1758322715759277,
1325
+ "eval_runtime": 2.3111,
1326
+ "eval_samples_per_second": 310.239,
1327
+ "eval_steps_per_second": 9.952,
1328
+ "eval_wer": 0.09476142809476143,
1329
+ "step": 4400
1330
+ },
1331
+ {
1332
+ "epoch": 83.96,
1333
+ "learning_rate": 1.647535456169591e-06,
1334
+ "loss": 2.3525,
1335
+ "step": 4450
1336
+ },
1337
+ {
1338
+ "epoch": 83.96,
1339
+ "eval_loss": 3.192059278488159,
1340
+ "eval_runtime": 2.397,
1341
+ "eval_samples_per_second": 299.127,
1342
+ "eval_steps_per_second": 9.595,
1343
+ "eval_wer": 0.09801468134801468,
1344
+ "step": 4450
1345
+ },
1346
+ {
1347
+ "epoch": 84.91,
1348
+ "learning_rate": 1.4710184570696184e-06,
1349
+ "loss": 2.4428,
1350
+ "step": 4500
1351
+ },
1352
+ {
1353
+ "epoch": 84.91,
1354
+ "eval_loss": 3.1989715099334717,
1355
+ "eval_runtime": 2.305,
1356
+ "eval_samples_per_second": 311.067,
1357
+ "eval_steps_per_second": 9.978,
1358
+ "eval_wer": 0.09701368034701369,
1359
+ "step": 4500
1360
+ },
1361
+ {
1362
+ "epoch": 85.85,
1363
+ "learning_rate": 1.3037497369753871e-06,
1364
+ "loss": 2.3276,
1365
+ "step": 4550
1366
+ },
1367
+ {
1368
+ "epoch": 85.85,
1369
+ "eval_loss": 3.1906816959381104,
1370
+ "eval_runtime": 2.3224,
1371
+ "eval_samples_per_second": 308.734,
1372
+ "eval_steps_per_second": 9.904,
1373
+ "eval_wer": 0.09843176509843177,
1374
+ "step": 4550
1375
+ },
1376
+ {
1377
+ "epoch": 86.79,
1378
+ "learning_rate": 1.1459106713283286e-06,
1379
+ "loss": 2.4423,
1380
+ "step": 4600
1381
+ },
1382
+ {
1383
+ "epoch": 86.79,
1384
+ "eval_loss": 3.189251661300659,
1385
+ "eval_runtime": 2.2565,
1386
+ "eval_samples_per_second": 317.748,
1387
+ "eval_steps_per_second": 10.193,
1388
+ "eval_wer": 0.09768101434768102,
1389
+ "step": 4600
1390
+ },
1391
+ {
1392
+ "epoch": 87.74,
1393
+ "learning_rate": 9.976724106591128e-07,
1394
+ "loss": 2.3457,
1395
+ "step": 4650
1396
+ },
1397
+ {
1398
+ "epoch": 87.74,
1399
+ "eval_loss": 3.2001450061798096,
1400
+ "eval_runtime": 2.4103,
1401
+ "eval_samples_per_second": 297.477,
1402
+ "eval_steps_per_second": 9.542,
1403
+ "eval_wer": 0.10051718385051718,
1404
+ "step": 4650
1405
+ },
1406
+ {
1407
+ "epoch": 88.68,
1408
+ "learning_rate": 8.591956950030067e-07,
1409
+ "loss": 2.4146,
1410
+ "step": 4700
1411
+ },
1412
+ {
1413
+ "epoch": 88.68,
1414
+ "eval_loss": 3.1883089542388916,
1415
+ "eval_runtime": 2.2661,
1416
+ "eval_samples_per_second": 316.404,
1417
+ "eval_steps_per_second": 10.15,
1418
+ "eval_wer": 0.09851518184851518,
1419
+ "step": 4700
1420
+ },
1421
+ {
1422
+ "epoch": 89.62,
1423
+ "learning_rate": 7.306306796037188e-07,
1424
+ "loss": 2.3415,
1425
+ "step": 4750
1426
+ },
1427
+ {
1428
+ "epoch": 89.62,
1429
+ "eval_loss": 3.193378210067749,
1430
+ "eval_runtime": 2.3137,
1431
+ "eval_samples_per_second": 309.9,
1432
+ "eval_steps_per_second": 9.941,
1433
+ "eval_wer": 0.09968301634968302,
1434
+ "step": 4750
1435
+ },
1436
+ {
1437
+ "epoch": 90.57,
1438
+ "learning_rate": 6.121167720947174e-07,
1439
+ "loss": 2.2057,
1440
+ "step": 4800
1441
+ },
1442
+ {
1443
+ "epoch": 90.57,
1444
+ "eval_loss": 3.193852663040161,
1445
+ "eval_runtime": 2.2411,
1446
+ "eval_samples_per_second": 319.931,
1447
+ "eval_steps_per_second": 10.263,
1448
+ "eval_wer": 0.09951618284951619,
1449
+ "step": 4800
1450
+ },
1451
+ {
1452
+ "epoch": 91.51,
1453
+ "learning_rate": 5.037824813345571e-07,
1454
+ "loss": 2.5141,
1455
+ "step": 4850
1456
+ },
1457
+ {
1458
+ "epoch": 91.51,
1459
+ "eval_loss": 3.1944401264190674,
1460
+ "eval_runtime": 2.2989,
1461
+ "eval_samples_per_second": 311.892,
1462
+ "eval_steps_per_second": 10.005,
1463
+ "eval_wer": 0.1006006006006006,
1464
+ "step": 4850
1465
+ },
1466
+ {
1467
+ "epoch": 92.45,
1468
+ "learning_rate": 4.057452780601334e-07,
1469
+ "loss": 2.175,
1470
+ "step": 4900
1471
+ },
1472
+ {
1473
+ "epoch": 92.45,
1474
+ "eval_loss": 3.1808109283447266,
1475
+ "eval_runtime": 2.257,
1476
+ "eval_samples_per_second": 317.681,
1477
+ "eval_steps_per_second": 10.191,
1478
+ "eval_wer": 0.0985985985985986,
1479
+ "step": 4900
1480
+ },
1481
+ {
1482
+ "epoch": 93.4,
1483
+ "learning_rate": 3.1811146750898025e-07,
1484
+ "loss": 2.4668,
1485
+ "step": 4950
1486
+ },
1487
+ {
1488
+ "epoch": 93.4,
1489
+ "eval_loss": 3.1884679794311523,
1490
+ "eval_runtime": 2.3016,
1491
+ "eval_samples_per_second": 311.519,
1492
+ "eval_steps_per_second": 9.993,
1493
+ "eval_wer": 0.09943276609943276,
1494
+ "step": 4950
1495
+ },
1496
+ {
1497
+ "epoch": 94.34,
1498
+ "learning_rate": 2.4097607414869995e-07,
1499
+ "loss": 2.2732,
1500
+ "step": 5000
1501
+ },
1502
+ {
1503
+ "epoch": 94.34,
1504
+ "eval_loss": 3.1876654624938965,
1505
+ "eval_runtime": 2.3135,
1506
+ "eval_samples_per_second": 309.92,
1507
+ "eval_steps_per_second": 9.942,
1508
+ "eval_wer": 0.09984984984984985,
1509
+ "step": 5000
1510
+ },
1511
+ {
1512
+ "epoch": 95.28,
1513
+ "learning_rate": 1.7442273863854553e-07,
1514
+ "loss": 2.2636,
1515
+ "step": 5050
1516
+ },
1517
+ {
1518
+ "epoch": 95.28,
1519
+ "eval_loss": 3.187673568725586,
1520
+ "eval_runtime": 2.2902,
1521
+ "eval_samples_per_second": 313.071,
1522
+ "eval_steps_per_second": 10.043,
1523
+ "eval_wer": 0.09893226559893227,
1524
+ "step": 5050
1525
+ },
1526
+ {
1527
+ "epoch": 96.23,
1528
+ "learning_rate": 1.185236271348722e-07,
1529
+ "loss": 2.3504,
1530
+ "step": 5100
1531
+ },
1532
+ {
1533
+ "epoch": 96.23,
1534
+ "eval_loss": 3.1904258728027344,
1535
+ "eval_runtime": 2.2424,
1536
+ "eval_samples_per_second": 319.748,
1537
+ "eval_steps_per_second": 10.257,
1538
+ "eval_wer": 0.10001668335001668,
1539
+ "step": 5100
1540
+ },
1541
+ {
1542
+ "epoch": 97.17,
1543
+ "learning_rate": 7.33393530387927e-08,
1544
+ "loss": 2.2721,
1545
+ "step": 5150
1546
+ },
1547
+ {
1548
+ "epoch": 97.17,
1549
+ "eval_loss": 3.1916568279266357,
1550
+ "eval_runtime": 2.3214,
1551
+ "eval_samples_per_second": 308.871,
1552
+ "eval_steps_per_second": 9.908,
1553
+ "eval_wer": 0.10051718385051718,
1554
+ "step": 5150
1555
+ },
1556
+ {
1557
+ "epoch": 98.11,
1558
+ "learning_rate": 3.8918911270908745e-08,
1559
+ "loss": 2.4014,
1560
+ "step": 5200
1561
+ },
1562
+ {
1563
+ "epoch": 98.11,
1564
+ "eval_loss": 3.1922268867492676,
1565
+ "eval_runtime": 2.3615,
1566
+ "eval_samples_per_second": 303.621,
1567
+ "eval_steps_per_second": 9.74,
1568
+ "eval_wer": 0.10026693360026694,
1569
+ "step": 5200
1570
+ },
1571
+ {
1572
+ "epoch": 99.06,
1573
+ "learning_rate": 1.5299625144370444e-08,
1574
+ "loss": 2.3263,
1575
+ "step": 5250
1576
+ },
1577
+ {
1578
+ "epoch": 99.06,
1579
+ "eval_loss": 3.189690351486206,
1580
+ "eval_runtime": 2.305,
1581
+ "eval_samples_per_second": 311.061,
1582
+ "eval_steps_per_second": 9.978,
1583
+ "eval_wer": 0.09984984984984985,
1584
+ "step": 5250
1585
+ },
1586
+ {
1587
+ "epoch": 100.0,
1588
+ "learning_rate": 2.6567448613734612e-09,
1589
+ "loss": 2.3731,
1590
+ "step": 5300
1591
+ },
1592
+ {
1593
+ "epoch": 100.0,
1594
+ "eval_loss": 3.1906578540802,
1595
+ "eval_runtime": 2.2424,
1596
+ "eval_samples_per_second": 319.749,
1597
+ "eval_steps_per_second": 10.257,
1598
+ "eval_wer": 0.1001001001001001,
1599
+ "step": 5300
1600
+ },
1601
+ {
1602
+ "epoch": 100.0,
1603
+ "step": 5300,
1604
+ "total_flos": 8.033701259431117e+16,
1605
+ "train_loss": 39.75085498593888,
1606
+ "train_runtime": 4049.5415,
1607
+ "train_samples_per_second": 83.565,
1608
+ "train_steps_per_second": 1.309
1609
+ }
1610
+ ],
1611
+ "logging_steps": 50,
1612
+ "max_steps": 5300,
1613
+ "num_train_epochs": 100,
1614
+ "save_steps": 50,
1615
+ "total_flos": 8.033701259431117e+16,
1616
+ "trial_name": null,
1617
+ "trial_params": null
1618
+ }