tuanio commited on
Commit
9422758
·
1 Parent(s): db13ac1

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": null,
3
+ "best_model_checkpoint": null,
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": 1.3396226415094341e-06,
14
+ "loss": 119.415,
15
+ "step": 100
16
+ },
17
+ {
18
+ "epoch": 0.94,
19
+ "eval_loss": 91.51124572753906,
20
+ "eval_runtime": 2.4593,
21
+ "eval_samples_per_second": 291.548,
22
+ "eval_steps_per_second": 4.879,
23
+ "eval_wer": 18.636386386386388,
24
+ "step": 100
25
+ },
26
+ {
27
+ "epoch": 1.89,
28
+ "learning_rate": 3.2264150943396226e-06,
29
+ "loss": 74.7916,
30
+ "step": 200
31
+ },
32
+ {
33
+ "epoch": 1.89,
34
+ "eval_loss": 12.292832374572754,
35
+ "eval_runtime": 1.6185,
36
+ "eval_samples_per_second": 443.014,
37
+ "eval_steps_per_second": 7.414,
38
+ "eval_wer": 0.9950784117450784,
39
+ "step": 200
40
+ },
41
+ {
42
+ "epoch": 2.83,
43
+ "learning_rate": 5.1132075471698114e-06,
44
+ "loss": 6.9068,
45
+ "step": 300
46
+ },
47
+ {
48
+ "epoch": 2.83,
49
+ "eval_loss": 5.234492301940918,
50
+ "eval_runtime": 1.5874,
51
+ "eval_samples_per_second": 451.676,
52
+ "eval_steps_per_second": 7.559,
53
+ "eval_wer": 1.0,
54
+ "step": 300
55
+ },
56
+ {
57
+ "epoch": 3.77,
58
+ "learning_rate": 7e-06,
59
+ "loss": 5.1207,
60
+ "step": 400
61
+ },
62
+ {
63
+ "epoch": 3.77,
64
+ "eval_loss": 5.036521911621094,
65
+ "eval_runtime": 1.6963,
66
+ "eval_samples_per_second": 422.679,
67
+ "eval_steps_per_second": 7.074,
68
+ "eval_wer": 1.0,
69
+ "step": 400
70
+ },
71
+ {
72
+ "epoch": 4.72,
73
+ "learning_rate": 8.88679245283019e-06,
74
+ "loss": 4.7306,
75
+ "step": 500
76
+ },
77
+ {
78
+ "epoch": 4.72,
79
+ "eval_loss": 4.915191650390625,
80
+ "eval_runtime": 1.5665,
81
+ "eval_samples_per_second": 457.698,
82
+ "eval_steps_per_second": 7.66,
83
+ "eval_wer": 1.0,
84
+ "step": 500
85
+ },
86
+ {
87
+ "epoch": 5.66,
88
+ "learning_rate": 1.077358490566038e-05,
89
+ "loss": 4.4974,
90
+ "step": 600
91
+ },
92
+ {
93
+ "epoch": 5.66,
94
+ "eval_loss": 4.9314799308776855,
95
+ "eval_runtime": 1.6678,
96
+ "eval_samples_per_second": 429.898,
97
+ "eval_steps_per_second": 7.195,
98
+ "eval_wer": 1.0,
99
+ "step": 600
100
+ },
101
+ {
102
+ "epoch": 6.6,
103
+ "learning_rate": 1.2660377358490568e-05,
104
+ "loss": 4.3923,
105
+ "step": 700
106
+ },
107
+ {
108
+ "epoch": 6.6,
109
+ "eval_loss": 4.791795253753662,
110
+ "eval_runtime": 1.6083,
111
+ "eval_samples_per_second": 445.801,
112
+ "eval_steps_per_second": 7.461,
113
+ "eval_wer": 1.0,
114
+ "step": 700
115
+ },
116
+ {
117
+ "epoch": 7.55,
118
+ "learning_rate": 1.4547169811320756e-05,
119
+ "loss": 4.3447,
120
+ "step": 800
121
+ },
122
+ {
123
+ "epoch": 7.55,
124
+ "eval_loss": 4.644739627838135,
125
+ "eval_runtime": 1.551,
126
+ "eval_samples_per_second": 462.283,
127
+ "eval_steps_per_second": 7.737,
128
+ "eval_wer": 1.0,
129
+ "step": 800
130
+ },
131
+ {
132
+ "epoch": 8.49,
133
+ "learning_rate": 1.6433962264150943e-05,
134
+ "loss": 4.225,
135
+ "step": 900
136
+ },
137
+ {
138
+ "epoch": 8.49,
139
+ "eval_loss": 4.6060686111450195,
140
+ "eval_runtime": 1.5063,
141
+ "eval_samples_per_second": 476.004,
142
+ "eval_steps_per_second": 7.967,
143
+ "eval_wer": 1.0,
144
+ "step": 900
145
+ },
146
+ {
147
+ "epoch": 9.43,
148
+ "learning_rate": 1.832075471698113e-05,
149
+ "loss": 3.9805,
150
+ "step": 1000
151
+ },
152
+ {
153
+ "epoch": 9.43,
154
+ "eval_loss": 3.642165422439575,
155
+ "eval_runtime": 1.5007,
156
+ "eval_samples_per_second": 477.771,
157
+ "eval_steps_per_second": 7.996,
158
+ "eval_wer": 0.87328995662329,
159
+ "step": 1000
160
+ },
161
+ {
162
+ "epoch": 10.38,
163
+ "learning_rate": 1.99999343918343e-05,
164
+ "loss": 2.8303,
165
+ "step": 1100
166
+ },
167
+ {
168
+ "epoch": 10.38,
169
+ "eval_loss": 1.782403588294983,
170
+ "eval_runtime": 1.6315,
171
+ "eval_samples_per_second": 439.485,
172
+ "eval_steps_per_second": 7.355,
173
+ "eval_wer": 0.34893226559893226,
174
+ "step": 1100
175
+ },
176
+ {
177
+ "epoch": 11.32,
178
+ "learning_rate": 1.999332009015375e-05,
179
+ "loss": 1.5807,
180
+ "step": 1200
181
+ },
182
+ {
183
+ "epoch": 11.32,
184
+ "eval_loss": 1.090773105621338,
185
+ "eval_runtime": 1.5184,
186
+ "eval_samples_per_second": 472.209,
187
+ "eval_steps_per_second": 7.903,
188
+ "eval_wer": 0.21621621621621623,
189
+ "step": 1200
190
+ },
191
+ {
192
+ "epoch": 12.26,
193
+ "learning_rate": 1.9975869674932303e-05,
194
+ "loss": 1.1284,
195
+ "step": 1300
196
+ },
197
+ {
198
+ "epoch": 12.26,
199
+ "eval_loss": 0.8473044037818909,
200
+ "eval_runtime": 1.6911,
201
+ "eval_samples_per_second": 423.989,
202
+ "eval_steps_per_second": 7.096,
203
+ "eval_wer": 0.16399733066399733,
204
+ "step": 1300
205
+ },
206
+ {
207
+ "epoch": 13.21,
208
+ "learning_rate": 1.9947602068277822e-05,
209
+ "loss": 0.8703,
210
+ "step": 1400
211
+ },
212
+ {
213
+ "epoch": 13.21,
214
+ "eval_loss": 0.7322315573692322,
215
+ "eval_runtime": 1.5817,
216
+ "eval_samples_per_second": 453.303,
217
+ "eval_steps_per_second": 7.587,
218
+ "eval_wer": 0.142308975642309,
219
+ "step": 1400
220
+ },
221
+ {
222
+ "epoch": 14.15,
223
+ "learning_rate": 1.9908547921764814e-05,
224
+ "loss": 0.7576,
225
+ "step": 1500
226
+ },
227
+ {
228
+ "epoch": 14.15,
229
+ "eval_loss": 0.6551467180252075,
230
+ "eval_runtime": 1.5088,
231
+ "eval_samples_per_second": 475.207,
232
+ "eval_steps_per_second": 7.953,
233
+ "eval_wer": 0.13254921588254923,
234
+ "step": 1500
235
+ },
236
+ {
237
+ "epoch": 15.09,
238
+ "learning_rate": 1.985874958319781e-05,
239
+ "loss": 0.6256,
240
+ "step": 1600
241
+ },
242
+ {
243
+ "epoch": 15.09,
244
+ "eval_loss": 0.6027040481567383,
245
+ "eval_runtime": 1.5077,
246
+ "eval_samples_per_second": 475.558,
247
+ "eval_steps_per_second": 7.959,
248
+ "eval_wer": 0.13872205538872207,
249
+ "step": 1600
250
+ },
251
+ {
252
+ "epoch": 16.04,
253
+ "learning_rate": 1.9798261050692154e-05,
254
+ "loss": 0.594,
255
+ "step": 1700
256
+ },
257
+ {
258
+ "epoch": 16.04,
259
+ "eval_loss": 0.5549562573432922,
260
+ "eval_runtime": 1.5493,
261
+ "eval_samples_per_second": 462.792,
262
+ "eval_steps_per_second": 7.745,
263
+ "eval_wer": 0.13004671338004672,
264
+ "step": 1700
265
+ },
266
+ {
267
+ "epoch": 16.98,
268
+ "learning_rate": 1.9727147914121905e-05,
269
+ "loss": 0.5492,
270
+ "step": 1800
271
+ },
272
+ {
273
+ "epoch": 16.98,
274
+ "eval_loss": 0.5200316309928894,
275
+ "eval_runtime": 1.5968,
276
+ "eval_samples_per_second": 449.021,
277
+ "eval_steps_per_second": 7.515,
278
+ "eval_wer": 0.11594928261594928,
279
+ "step": 1800
280
+ },
281
+ {
282
+ "epoch": 17.92,
283
+ "learning_rate": 1.96454872839984e-05,
284
+ "loss": 0.476,
285
+ "step": 1900
286
+ },
287
+ {
288
+ "epoch": 17.92,
289
+ "eval_loss": 0.5012216567993164,
290
+ "eval_runtime": 1.6883,
291
+ "eval_samples_per_second": 424.678,
292
+ "eval_steps_per_second": 7.108,
293
+ "eval_wer": 0.1091091091091091,
294
+ "step": 1900
295
+ },
296
+ {
297
+ "epoch": 18.87,
298
+ "learning_rate": 1.9553367707856575e-05,
299
+ "loss": 0.4822,
300
+ "step": 2000
301
+ },
302
+ {
303
+ "epoch": 18.87,
304
+ "eval_loss": 0.5111868977546692,
305
+ "eval_runtime": 1.579,
306
+ "eval_samples_per_second": 454.084,
307
+ "eval_steps_per_second": 7.6,
308
+ "eval_wer": 0.10735735735735735,
309
+ "step": 2000
310
+ },
311
+ {
312
+ "epoch": 19.81,
313
+ "learning_rate": 1.9450889074239728e-05,
314
+ "loss": 0.4351,
315
+ "step": 2100
316
+ },
317
+ {
318
+ "epoch": 19.81,
319
+ "eval_loss": 0.4985233247280121,
320
+ "eval_runtime": 1.6359,
321
+ "eval_samples_per_second": 438.301,
322
+ "eval_steps_per_second": 7.336,
323
+ "eval_wer": 0.11786786786786786,
324
+ "step": 2100
325
+ },
326
+ {
327
+ "epoch": 20.75,
328
+ "learning_rate": 1.9338162504386778e-05,
329
+ "loss": 0.4169,
330
+ "step": 2200
331
+ },
332
+ {
333
+ "epoch": 20.75,
334
+ "eval_loss": 0.47119975090026855,
335
+ "eval_runtime": 1.6934,
336
+ "eval_samples_per_second": 423.414,
337
+ "eval_steps_per_second": 7.086,
338
+ "eval_wer": 0.1061061061061061,
339
+ "step": 2200
340
+ },
341
+ {
342
+ "epoch": 21.7,
343
+ "learning_rate": 1.9216588448323045e-05,
344
+ "loss": 0.3957,
345
+ "step": 2300
346
+ },
347
+ {
348
+ "epoch": 21.7,
349
+ "eval_loss": 0.461343377828598,
350
+ "eval_runtime": 1.5127,
351
+ "eval_samples_per_second": 473.993,
352
+ "eval_steps_per_second": 7.933,
353
+ "eval_wer": 0.09876543209876543,
354
+ "step": 2300
355
+ },
356
+ {
357
+ "epoch": 22.64,
358
+ "learning_rate": 1.908384291577325e-05,
359
+ "loss": 0.3885,
360
+ "step": 2400
361
+ },
362
+ {
363
+ "epoch": 22.64,
364
+ "eval_loss": 0.4609617590904236,
365
+ "eval_runtime": 1.6911,
366
+ "eval_samples_per_second": 423.997,
367
+ "eval_steps_per_second": 7.096,
368
+ "eval_wer": 0.10251918585251918,
369
+ "step": 2400
370
+ },
371
+ {
372
+ "epoch": 23.58,
373
+ "learning_rate": 1.8941247448233386e-05,
374
+ "loss": 0.3827,
375
+ "step": 2500
376
+ },
377
+ {
378
+ "epoch": 23.58,
379
+ "eval_loss": 0.4508582353591919,
380
+ "eval_runtime": 1.6027,
381
+ "eval_samples_per_second": 447.383,
382
+ "eval_steps_per_second": 7.488,
383
+ "eval_wer": 0.09784784784784785,
384
+ "step": 2500
385
+ },
386
+ {
387
+ "epoch": 24.53,
388
+ "learning_rate": 1.878895666705679e-05,
389
+ "loss": 0.3468,
390
+ "step": 2600
391
+ },
392
+ {
393
+ "epoch": 24.53,
394
+ "eval_loss": 0.45491451025009155,
395
+ "eval_runtime": 1.5761,
396
+ "eval_samples_per_second": 454.906,
397
+ "eval_steps_per_second": 7.613,
398
+ "eval_wer": 0.09509509509509509,
399
+ "step": 2600
400
+ },
401
+ {
402
+ "epoch": 25.47,
403
+ "learning_rate": 1.8627135706571312e-05,
404
+ "loss": 0.3451,
405
+ "step": 2700
406
+ },
407
+ {
408
+ "epoch": 25.47,
409
+ "eval_loss": 0.4556306004524231,
410
+ "eval_runtime": 1.5067,
411
+ "eval_samples_per_second": 475.867,
412
+ "eval_steps_per_second": 7.964,
413
+ "eval_wer": 0.10185185185185185,
414
+ "step": 2700
415
+ },
416
+ {
417
+ "epoch": 26.42,
418
+ "learning_rate": 1.845596003501826e-05,
419
+ "loss": 0.3234,
420
+ "step": 2800
421
+ },
422
+ {
423
+ "epoch": 26.42,
424
+ "eval_loss": 0.4554463028907776,
425
+ "eval_runtime": 1.5115,
426
+ "eval_samples_per_second": 474.37,
427
+ "eval_steps_per_second": 7.939,
428
+ "eval_wer": 0.11036036036036036,
429
+ "step": 2800
430
+ },
431
+ {
432
+ "epoch": 27.36,
433
+ "learning_rate": 1.827746346507147e-05,
434
+ "loss": 0.31,
435
+ "step": 2900
436
+ },
437
+ {
438
+ "epoch": 27.36,
439
+ "eval_loss": 0.45678067207336426,
440
+ "eval_runtime": 1.6353,
441
+ "eval_samples_per_second": 438.463,
442
+ "eval_steps_per_second": 7.338,
443
+ "eval_wer": 0.09876543209876543,
444
+ "step": 2900
445
+ },
446
+ {
447
+ "epoch": 28.3,
448
+ "learning_rate": 1.808823388475444e-05,
449
+ "loss": 0.3026,
450
+ "step": 3000
451
+ },
452
+ {
453
+ "epoch": 28.3,
454
+ "eval_loss": 0.42110905051231384,
455
+ "eval_runtime": 1.5124,
456
+ "eval_samples_per_second": 474.068,
457
+ "eval_steps_per_second": 7.934,
458
+ "eval_wer": 0.09651317984651318,
459
+ "step": 3000
460
+ },
461
+ {
462
+ "epoch": 29.25,
463
+ "learning_rate": 1.7890233943843542e-05,
464
+ "loss": 0.2905,
465
+ "step": 3100
466
+ },
467
+ {
468
+ "epoch": 29.25,
469
+ "eval_loss": 0.4305020570755005,
470
+ "eval_runtime": 1.7063,
471
+ "eval_samples_per_second": 420.202,
472
+ "eval_steps_per_second": 7.033,
473
+ "eval_wer": 0.09109109109109109,
474
+ "step": 3100
475
+ },
476
+ {
477
+ "epoch": 30.19,
478
+ "learning_rate": 1.7683678340739462e-05,
479
+ "loss": 0.2964,
480
+ "step": 3200
481
+ },
482
+ {
483
+ "epoch": 30.19,
484
+ "eval_loss": 0.4379400908946991,
485
+ "eval_runtime": 1.587,
486
+ "eval_samples_per_second": 451.796,
487
+ "eval_steps_per_second": 7.561,
488
+ "eval_wer": 0.09901568234901569,
489
+ "step": 3200
490
+ },
491
+ {
492
+ "epoch": 31.13,
493
+ "learning_rate": 1.7468791051052658e-05,
494
+ "loss": 0.302,
495
+ "step": 3300
496
+ },
497
+ {
498
+ "epoch": 31.13,
499
+ "eval_loss": 0.4378632605075836,
500
+ "eval_runtime": 1.53,
501
+ "eval_samples_per_second": 468.64,
502
+ "eval_steps_per_second": 7.843,
503
+ "eval_wer": 0.09434434434434434,
504
+ "step": 3300
505
+ },
506
+ {
507
+ "epoch": 32.08,
508
+ "learning_rate": 1.724580508473864e-05,
509
+ "loss": 0.2576,
510
+ "step": 3400
511
+ },
512
+ {
513
+ "epoch": 32.08,
514
+ "eval_loss": 0.4293440580368042,
515
+ "eval_runtime": 1.5058,
516
+ "eval_samples_per_second": 476.172,
517
+ "eval_steps_per_second": 7.969,
518
+ "eval_wer": 0.09325992659325992,
519
+ "step": 3400
520
+ },
521
+ {
522
+ "epoch": 33.02,
523
+ "learning_rate": 1.701496223343694e-05,
524
+ "loss": 0.2771,
525
+ "step": 3500
526
+ },
527
+ {
528
+ "epoch": 33.02,
529
+ "eval_loss": 0.4239462912082672,
530
+ "eval_runtime": 1.6211,
531
+ "eval_samples_per_second": 442.284,
532
+ "eval_steps_per_second": 7.402,
533
+ "eval_wer": 0.09284284284284285,
534
+ "step": 3500
535
+ },
536
+ {
537
+ "epoch": 33.96,
538
+ "learning_rate": 1.6776512808287824e-05,
539
+ "loss": 0.268,
540
+ "step": 3600
541
+ },
542
+ {
543
+ "epoch": 33.96,
544
+ "eval_loss": 0.4228218197822571,
545
+ "eval_runtime": 1.5118,
546
+ "eval_samples_per_second": 474.255,
547
+ "eval_steps_per_second": 7.937,
548
+ "eval_wer": 0.08942275608942275,
549
+ "step": 3600
550
+ },
551
+ {
552
+ "epoch": 34.91,
553
+ "learning_rate": 1.653071536851099e-05,
554
+ "loss": 0.2458,
555
+ "step": 3700
556
+ },
557
+ {
558
+ "epoch": 34.91,
559
+ "eval_loss": 0.42878738045692444,
560
+ "eval_runtime": 1.6354,
561
+ "eval_samples_per_second": 438.42,
562
+ "eval_steps_per_second": 7.338,
563
+ "eval_wer": 0.08992325658992326,
564
+ "step": 3700
565
+ },
566
+ {
567
+ "epoch": 35.85,
568
+ "learning_rate": 1.627783644104057e-05,
569
+ "loss": 0.2553,
570
+ "step": 3800
571
+ },
572
+ {
573
+ "epoch": 35.85,
574
+ "eval_loss": 0.4312421977519989,
575
+ "eval_runtime": 1.6977,
576
+ "eval_samples_per_second": 422.341,
577
+ "eval_steps_per_second": 7.068,
578
+ "eval_wer": 0.0965965965965966,
579
+ "step": 3800
580
+ },
581
+ {
582
+ "epoch": 36.79,
583
+ "learning_rate": 1.6018150231520486e-05,
584
+ "loss": 0.2424,
585
+ "step": 3900
586
+ },
587
+ {
588
+ "epoch": 36.79,
589
+ "eval_loss": 0.4162088632583618,
590
+ "eval_runtime": 1.5323,
591
+ "eval_samples_per_second": 467.924,
592
+ "eval_steps_per_second": 7.831,
593
+ "eval_wer": 0.09167500834167501,
594
+ "step": 3900
595
+ },
596
+ {
597
+ "epoch": 37.74,
598
+ "learning_rate": 1.575193832697346e-05,
599
+ "loss": 0.2501,
600
+ "step": 4000
601
+ },
602
+ {
603
+ "epoch": 37.74,
604
+ "eval_loss": 0.4087802469730377,
605
+ "eval_runtime": 1.6438,
606
+ "eval_samples_per_second": 436.174,
607
+ "eval_steps_per_second": 7.3,
608
+ "eval_wer": 0.08400066733400066,
609
+ "step": 4000
610
+ },
611
+ {
612
+ "epoch": 38.68,
613
+ "learning_rate": 1.5479489390466186e-05,
614
+ "loss": 0.2498,
615
+ "step": 4100
616
+ },
617
+ {
618
+ "epoch": 38.68,
619
+ "eval_loss": 0.4144260585308075,
620
+ "eval_runtime": 1.6935,
621
+ "eval_samples_per_second": 423.382,
622
+ "eval_steps_per_second": 7.086,
623
+ "eval_wer": 0.0920920920920921,
624
+ "step": 4100
625
+ },
626
+ {
627
+ "epoch": 39.62,
628
+ "learning_rate": 1.520109884810164e-05,
629
+ "loss": 0.2273,
630
+ "step": 4200
631
+ },
632
+ {
633
+ "epoch": 39.62,
634
+ "eval_loss": 0.415446400642395,
635
+ "eval_runtime": 1.5219,
636
+ "eval_samples_per_second": 471.115,
637
+ "eval_steps_per_second": 7.885,
638
+ "eval_wer": 0.08633633633633633,
639
+ "step": 4200
640
+ },
641
+ {
642
+ "epoch": 40.57,
643
+ "learning_rate": 1.4917068568678037e-05,
644
+ "loss": 0.23,
645
+ "step": 4300
646
+ },
647
+ {
648
+ "epoch": 40.57,
649
+ "eval_loss": 0.4157298505306244,
650
+ "eval_runtime": 1.689,
651
+ "eval_samples_per_second": 424.522,
652
+ "eval_steps_per_second": 7.105,
653
+ "eval_wer": 0.08675342008675342,
654
+ "step": 4300
655
+ },
656
+ {
657
+ "epoch": 41.51,
658
+ "learning_rate": 1.4627706536361717e-05,
659
+ "loss": 0.2409,
660
+ "step": 4400
661
+ },
662
+ {
663
+ "epoch": 41.51,
664
+ "eval_loss": 0.4032723009586334,
665
+ "eval_runtime": 1.5687,
666
+ "eval_samples_per_second": 457.076,
667
+ "eval_steps_per_second": 7.65,
668
+ "eval_wer": 0.08258258258258258,
669
+ "step": 4400
670
+ },
671
+ {
672
+ "epoch": 42.45,
673
+ "learning_rate": 1.4333326516728909e-05,
674
+ "loss": 0.248,
675
+ "step": 4500
676
+ },
677
+ {
678
+ "epoch": 42.45,
679
+ "eval_loss": 0.4121722877025604,
680
+ "eval_runtime": 1.6325,
681
+ "eval_samples_per_second": 439.195,
682
+ "eval_steps_per_second": 7.351,
683
+ "eval_wer": 0.08466800133466801,
684
+ "step": 4500
685
+ },
686
+ {
687
+ "epoch": 43.4,
688
+ "learning_rate": 1.4034247716538545e-05,
689
+ "loss": 0.218,
690
+ "step": 4600
691
+ },
692
+ {
693
+ "epoch": 43.4,
694
+ "eval_loss": 0.40519294142723083,
695
+ "eval_runtime": 1.5316,
696
+ "eval_samples_per_second": 468.141,
697
+ "eval_steps_per_second": 7.835,
698
+ "eval_wer": 0.08475141808475142,
699
+ "step": 4600
700
+ },
701
+ {
702
+ "epoch": 44.34,
703
+ "learning_rate": 1.373079443760497e-05,
704
+ "loss": 0.1979,
705
+ "step": 4700
706
+ },
707
+ {
708
+ "epoch": 44.34,
709
+ "eval_loss": 0.4063194692134857,
710
+ "eval_runtime": 1.6002,
711
+ "eval_samples_per_second": 448.081,
712
+ "eval_steps_per_second": 7.499,
713
+ "eval_wer": 0.088672005338672,
714
+ "step": 4700
715
+ },
716
+ {
717
+ "epoch": 45.28,
718
+ "learning_rate": 1.3423295725145908e-05,
719
+ "loss": 0.2091,
720
+ "step": 4800
721
+ },
722
+ {
723
+ "epoch": 45.28,
724
+ "eval_loss": 0.40777409076690674,
725
+ "eval_runtime": 1.5155,
726
+ "eval_samples_per_second": 473.123,
727
+ "eval_steps_per_second": 7.918,
728
+ "eval_wer": 0.08233233233233234,
729
+ "step": 4800
730
+ },
731
+ {
732
+ "epoch": 46.23,
733
+ "learning_rate": 1.3112085010987002e-05,
734
+ "loss": 0.2097,
735
+ "step": 4900
736
+ },
737
+ {
738
+ "epoch": 46.23,
739
+ "eval_loss": 0.4176665246486664,
740
+ "eval_runtime": 1.5191,
741
+ "eval_samples_per_second": 471.983,
742
+ "eval_steps_per_second": 7.899,
743
+ "eval_wer": 0.08933933933933934,
744
+ "step": 4900
745
+ },
746
+ {
747
+ "epoch": 47.17,
748
+ "learning_rate": 1.279749975200978e-05,
749
+ "loss": 0.2017,
750
+ "step": 5000
751
+ },
752
+ {
753
+ "epoch": 47.17,
754
+ "eval_loss": 0.4294622540473938,
755
+ "eval_runtime": 1.6751,
756
+ "eval_samples_per_second": 428.045,
757
+ "eval_steps_per_second": 7.164,
758
+ "eval_wer": 0.088672005338672,
759
+ "step": 5000
760
+ },
761
+ {
762
+ "epoch": 48.11,
763
+ "learning_rate": 1.247988106423513e-05,
764
+ "loss": 0.1899,
765
+ "step": 5100
766
+ },
767
+ {
768
+ "epoch": 48.11,
769
+ "eval_loss": 0.4177272915840149,
770
+ "eval_runtime": 1.5405,
771
+ "eval_samples_per_second": 465.436,
772
+ "eval_steps_per_second": 7.79,
773
+ "eval_wer": 0.09192525859192525,
774
+ "step": 5100
775
+ },
776
+ {
777
+ "epoch": 49.06,
778
+ "learning_rate": 1.2159573352939014e-05,
779
+ "loss": 0.195,
780
+ "step": 5200
781
+ },
782
+ {
783
+ "epoch": 49.06,
784
+ "eval_loss": 0.41085565090179443,
785
+ "eval_runtime": 1.5321,
786
+ "eval_samples_per_second": 467.995,
787
+ "eval_steps_per_second": 7.833,
788
+ "eval_wer": 0.08800467133800467,
789
+ "step": 5200
790
+ },
791
+ {
792
+ "epoch": 50.0,
793
+ "learning_rate": 1.1836923939201543e-05,
794
+ "loss": 0.179,
795
+ "step": 5300
796
+ },
797
+ {
798
+ "epoch": 50.0,
799
+ "eval_loss": 0.4089372456073761,
800
+ "eval_runtime": 1.5066,
801
+ "eval_samples_per_second": 475.915,
802
+ "eval_steps_per_second": 7.965,
803
+ "eval_wer": 0.08792125458792126,
804
+ "step": 5300
805
+ },
806
+ {
807
+ "epoch": 50.94,
808
+ "learning_rate": 1.1512282683294342e-05,
809
+ "loss": 0.1773,
810
+ "step": 5400
811
+ },
812
+ {
813
+ "epoch": 50.94,
814
+ "eval_loss": 0.40705129504203796,
815
+ "eval_runtime": 1.5026,
816
+ "eval_samples_per_second": 477.179,
817
+ "eval_steps_per_second": 7.986,
818
+ "eval_wer": 0.08425091758425092,
819
+ "step": 5400
820
+ },
821
+ {
822
+ "epoch": 51.89,
823
+ "learning_rate": 1.1186001605314571e-05,
824
+ "loss": 0.1889,
825
+ "step": 5500
826
+ },
827
+ {
828
+ "epoch": 51.89,
829
+ "eval_loss": 0.40717387199401855,
830
+ "eval_runtime": 1.6838,
831
+ "eval_samples_per_second": 425.834,
832
+ "eval_steps_per_second": 7.127,
833
+ "eval_wer": 0.08850517183850518,
834
+ "step": 5500
835
+ },
836
+ {
837
+ "epoch": 52.83,
838
+ "learning_rate": 1.0858434503476969e-05,
839
+ "loss": 0.1987,
840
+ "step": 5600
841
+ },
842
+ {
843
+ "epoch": 52.83,
844
+ "eval_loss": 0.403276652097702,
845
+ "eval_runtime": 1.6752,
846
+ "eval_samples_per_second": 428.011,
847
+ "eval_steps_per_second": 7.163,
848
+ "eval_wer": 0.08733733733733734,
849
+ "step": 5600
850
+ },
851
+ {
852
+ "epoch": 53.77,
853
+ "learning_rate": 1.052993657047783e-05,
854
+ "loss": 0.1979,
855
+ "step": 5700
856
+ },
857
+ {
858
+ "epoch": 53.77,
859
+ "eval_loss": 0.403276652097702,
860
+ "eval_runtime": 1.5889,
861
+ "eval_samples_per_second": 451.268,
862
+ "eval_steps_per_second": 7.553,
863
+ "eval_wer": 0.09275942609275943,
864
+ "step": 5700
865
+ },
866
+ {
867
+ "epoch": 54.72,
868
+ "learning_rate": 1.02008640083469e-05,
869
+ "loss": 0.1777,
870
+ "step": 5800
871
+ },
872
+ {
873
+ "epoch": 54.72,
874
+ "eval_loss": 0.4077288806438446,
875
+ "eval_runtime": 1.4993,
876
+ "eval_samples_per_second": 478.216,
877
+ "eval_steps_per_second": 8.004,
878
+ "eval_wer": 0.08975642308975643,
879
+ "step": 5800
880
+ },
881
+ {
882
+ "epoch": 55.66,
883
+ "learning_rate": 9.871573642204777e-06,
884
+ "loss": 0.1742,
885
+ "step": 5900
886
+ },
887
+ {
888
+ "epoch": 55.66,
889
+ "eval_loss": 0.3968764543533325,
890
+ "eval_runtime": 1.6766,
891
+ "eval_samples_per_second": 427.66,
892
+ "eval_steps_per_second": 7.157,
893
+ "eval_wer": 0.08383383383383383,
894
+ "step": 5900
895
+ },
896
+ {
897
+ "epoch": 56.6,
898
+ "learning_rate": 9.545712182877714e-06,
899
+ "loss": 0.1678,
900
+ "step": 6000
901
+ },
902
+ {
903
+ "epoch": 56.6,
904
+ "eval_loss": 0.39965710043907166,
905
+ "eval_runtime": 1.5536,
906
+ "eval_samples_per_second": 461.501,
907
+ "eval_steps_per_second": 7.724,
908
+ "eval_wer": 0.08058058058058058,
909
+ "step": 6000
910
+ },
911
+ {
912
+ "epoch": 57.55,
913
+ "learning_rate": 9.21705051465562e-06,
914
+ "loss": 0.1726,
915
+ "step": 6100
916
+ },
917
+ {
918
+ "epoch": 57.55,
919
+ "eval_loss": 0.3978481888771057,
920
+ "eval_runtime": 1.5144,
921
+ "eval_samples_per_second": 473.444,
922
+ "eval_steps_per_second": 7.924,
923
+ "eval_wer": 0.08850517183850518,
924
+ "step": 6100
925
+ },
926
+ {
927
+ "epoch": 58.49,
928
+ "learning_rate": 8.889237826496551e-06,
929
+ "loss": 0.1602,
930
+ "step": 6200
931
+ },
932
+ {
933
+ "epoch": 58.49,
934
+ "eval_loss": 0.39665135741233826,
935
+ "eval_runtime": 1.5277,
936
+ "eval_samples_per_second": 469.328,
937
+ "eval_steps_per_second": 7.855,
938
+ "eval_wer": 0.08600266933600267,
939
+ "step": 6200
940
+ },
941
+ {
942
+ "epoch": 59.43,
943
+ "learning_rate": 8.562629577394817e-06,
944
+ "loss": 0.1681,
945
+ "step": 6300
946
+ },
947
+ {
948
+ "epoch": 59.43,
949
+ "eval_loss": 0.4038829207420349,
950
+ "eval_runtime": 1.5785,
951
+ "eval_samples_per_second": 454.223,
952
+ "eval_steps_per_second": 7.602,
953
+ "eval_wer": 0.09009009009009009,
954
+ "step": 6300
955
+ },
956
+ {
957
+ "epoch": 60.38,
958
+ "learning_rate": 8.237579920328478e-06,
959
+ "loss": 0.1594,
960
+ "step": 6400
961
+ },
962
+ {
963
+ "epoch": 60.38,
964
+ "eval_loss": 0.3992190361022949,
965
+ "eval_runtime": 1.5157,
966
+ "eval_samples_per_second": 473.056,
967
+ "eval_steps_per_second": 7.917,
968
+ "eval_wer": 0.08558558558558559,
969
+ "step": 6400
970
+ },
971
+ {
972
+ "epoch": 61.32,
973
+ "learning_rate": 7.91444131823864e-06,
974
+ "loss": 0.171,
975
+ "step": 6500
976
+ },
977
+ {
978
+ "epoch": 61.32,
979
+ "eval_loss": 0.4058407247066498,
980
+ "eval_runtime": 1.5604,
981
+ "eval_samples_per_second": 459.498,
982
+ "eval_steps_per_second": 7.69,
983
+ "eval_wer": 0.08900567233900568,
984
+ "step": 6500
985
+ },
986
+ {
987
+ "epoch": 62.26,
988
+ "learning_rate": 7.593564161841318e-06,
989
+ "loss": 0.1691,
990
+ "step": 6600
991
+ },
992
+ {
993
+ "epoch": 62.26,
994
+ "eval_loss": 0.40775159001350403,
995
+ "eval_runtime": 1.6471,
996
+ "eval_samples_per_second": 435.301,
997
+ "eval_steps_per_second": 7.285,
998
+ "eval_wer": 0.0841675008341675,
999
+ "step": 6600
1000
+ },
1001
+ {
1002
+ "epoch": 63.21,
1003
+ "learning_rate": 7.275296389686258e-06,
1004
+ "loss": 0.1724,
1005
+ "step": 6700
1006
+ },
1007
+ {
1008
+ "epoch": 63.21,
1009
+ "eval_loss": 0.4161495268344879,
1010
+ "eval_runtime": 1.5379,
1011
+ "eval_samples_per_second": 466.219,
1012
+ "eval_steps_per_second": 7.803,
1013
+ "eval_wer": 0.09025692359025693,
1014
+ "step": 6700
1015
+ },
1016
+ {
1017
+ "epoch": 64.15,
1018
+ "learning_rate": 6.959983110874782e-06,
1019
+ "loss": 0.172,
1020
+ "step": 6800
1021
+ },
1022
+ {
1023
+ "epoch": 64.15,
1024
+ "eval_loss": 0.4121454358100891,
1025
+ "eval_runtime": 1.5882,
1026
+ "eval_samples_per_second": 451.46,
1027
+ "eval_steps_per_second": 7.556,
1028
+ "eval_wer": 0.08992325658992326,
1029
+ "step": 6800
1030
+ },
1031
+ {
1032
+ "epoch": 65.09,
1033
+ "learning_rate": 6.647966230845655e-06,
1034
+ "loss": 0.1717,
1035
+ "step": 6900
1036
+ },
1037
+ {
1038
+ "epoch": 65.09,
1039
+ "eval_loss": 0.4110967218875885,
1040
+ "eval_runtime": 1.6285,
1041
+ "eval_samples_per_second": 440.291,
1042
+ "eval_steps_per_second": 7.369,
1043
+ "eval_wer": 0.08783783783783784,
1044
+ "step": 6900
1045
+ },
1046
+ {
1047
+ "epoch": 66.04,
1048
+ "learning_rate": 6.339584080634824e-06,
1049
+ "loss": 0.1775,
1050
+ "step": 7000
1051
+ },
1052
+ {
1053
+ "epoch": 66.04,
1054
+ "eval_loss": 0.4108857810497284,
1055
+ "eval_runtime": 1.6369,
1056
+ "eval_samples_per_second": 438.022,
1057
+ "eval_steps_per_second": 7.331,
1058
+ "eval_wer": 0.09259259259259259,
1059
+ "step": 7000
1060
+ },
1061
+ {
1062
+ "epoch": 66.98,
1063
+ "learning_rate": 6.03517105001101e-06,
1064
+ "loss": 0.1607,
1065
+ "step": 7100
1066
+ },
1067
+ {
1068
+ "epoch": 66.98,
1069
+ "eval_loss": 0.40803730487823486,
1070
+ "eval_runtime": 1.5893,
1071
+ "eval_samples_per_second": 451.133,
1072
+ "eval_steps_per_second": 7.55,
1073
+ "eval_wer": 0.09075742409075742,
1074
+ "step": 7100
1075
+ },
1076
+ {
1077
+ "epoch": 67.92,
1078
+ "learning_rate": 5.735057224884939e-06,
1079
+ "loss": 0.1606,
1080
+ "step": 7200
1081
+ },
1082
+ {
1083
+ "epoch": 67.92,
1084
+ "eval_loss": 0.4069909453392029,
1085
+ "eval_runtime": 1.52,
1086
+ "eval_samples_per_second": 471.701,
1087
+ "eval_steps_per_second": 7.895,
1088
+ "eval_wer": 0.09300967634300968,
1089
+ "step": 7200
1090
+ },
1091
+ {
1092
+ "epoch": 68.87,
1093
+ "learning_rate": 5.439568029385422e-06,
1094
+ "loss": 0.1801,
1095
+ "step": 7300
1096
+ },
1097
+ {
1098
+ "epoch": 68.87,
1099
+ "eval_loss": 0.4096461832523346,
1100
+ "eval_runtime": 1.5795,
1101
+ "eval_samples_per_second": 453.931,
1102
+ "eval_steps_per_second": 7.597,
1103
+ "eval_wer": 0.09075742409075742,
1104
+ "step": 7300
1105
+ },
1106
+ {
1107
+ "epoch": 69.81,
1108
+ "learning_rate": 5.14902387299036e-06,
1109
+ "loss": 0.16,
1110
+ "step": 7400
1111
+ },
1112
+ {
1113
+ "epoch": 69.81,
1114
+ "eval_loss": 0.4029737114906311,
1115
+ "eval_runtime": 1.6293,
1116
+ "eval_samples_per_second": 440.075,
1117
+ "eval_steps_per_second": 7.365,
1118
+ "eval_wer": 0.09325992659325992,
1119
+ "step": 7400
1120
+ },
1121
+ {
1122
+ "epoch": 70.75,
1123
+ "learning_rate": 4.863739803095299e-06,
1124
+ "loss": 0.1433,
1125
+ "step": 7500
1126
+ },
1127
+ {
1128
+ "epoch": 70.75,
1129
+ "eval_loss": 0.40587371587753296,
1130
+ "eval_runtime": 1.5048,
1131
+ "eval_samples_per_second": 476.48,
1132
+ "eval_steps_per_second": 7.975,
1133
+ "eval_wer": 0.09200867534200867,
1134
+ "step": 7500
1135
+ },
1136
+ {
1137
+ "epoch": 71.7,
1138
+ "learning_rate": 4.584025163396323e-06,
1139
+ "loss": 0.1473,
1140
+ "step": 7600
1141
+ },
1142
+ {
1143
+ "epoch": 71.7,
1144
+ "eval_loss": 0.4119517207145691,
1145
+ "eval_runtime": 1.5044,
1146
+ "eval_samples_per_second": 476.615,
1147
+ "eval_steps_per_second": 7.977,
1148
+ "eval_wer": 0.09793126459793126,
1149
+ "step": 7600
1150
+ },
1151
+ {
1152
+ "epoch": 72.64,
1153
+ "learning_rate": 4.310183258457632e-06,
1154
+ "loss": 0.1396,
1155
+ "step": 7700
1156
+ },
1157
+ {
1158
+ "epoch": 72.64,
1159
+ "eval_loss": 0.4061850905418396,
1160
+ "eval_runtime": 1.5615,
1161
+ "eval_samples_per_second": 459.166,
1162
+ "eval_steps_per_second": 7.685,
1163
+ "eval_wer": 0.09217550884217551,
1164
+ "step": 7700
1165
+ },
1166
+ {
1167
+ "epoch": 73.58,
1168
+ "learning_rate": 4.0451562485624955e-06,
1169
+ "loss": 0.1429,
1170
+ "step": 7800
1171
+ },
1172
+ {
1173
+ "epoch": 73.58,
1174
+ "eval_loss": 0.40794309973716736,
1175
+ "eval_runtime": 1.6245,
1176
+ "eval_samples_per_second": 441.376,
1177
+ "eval_steps_per_second": 7.387,
1178
+ "eval_wer": 0.08992325658992326,
1179
+ "step": 7800
1180
+ },
1181
+ {
1182
+ "epoch": 74.53,
1183
+ "learning_rate": 3.7838779196384036e-06,
1184
+ "loss": 0.1332,
1185
+ "step": 7900
1186
+ },
1187
+ {
1188
+ "epoch": 74.53,
1189
+ "eval_loss": 0.4055492877960205,
1190
+ "eval_runtime": 1.5063,
1191
+ "eval_samples_per_second": 475.996,
1192
+ "eval_steps_per_second": 7.966,
1193
+ "eval_wer": 0.08508508508508508,
1194
+ "step": 7900
1195
+ },
1196
+ {
1197
+ "epoch": 75.47,
1198
+ "learning_rate": 3.5293399536806903e-06,
1199
+ "loss": 0.1429,
1200
+ "step": 8000
1201
+ },
1202
+ {
1203
+ "epoch": 75.47,
1204
+ "eval_loss": 0.40807628631591797,
1205
+ "eval_runtime": 1.5786,
1206
+ "eval_samples_per_second": 454.202,
1207
+ "eval_steps_per_second": 7.602,
1208
+ "eval_wer": 0.09217550884217551,
1209
+ "step": 8000
1210
+ },
1211
+ {
1212
+ "epoch": 76.42,
1213
+ "learning_rate": 3.2818183552879e-06,
1214
+ "loss": 0.1528,
1215
+ "step": 8100
1216
+ },
1217
+ {
1218
+ "epoch": 76.42,
1219
+ "eval_loss": 0.40834707021713257,
1220
+ "eval_runtime": 1.516,
1221
+ "eval_samples_per_second": 472.942,
1222
+ "eval_steps_per_second": 7.915,
1223
+ "eval_wer": 0.08533533533533534,
1224
+ "step": 8100
1225
+ },
1226
+ {
1227
+ "epoch": 77.36,
1228
+ "learning_rate": 3.041581520960881e-06,
1229
+ "loss": 0.1547,
1230
+ "step": 8200
1231
+ },
1232
+ {
1233
+ "epoch": 77.36,
1234
+ "eval_loss": 0.41393765807151794,
1235
+ "eval_runtime": 1.5089,
1236
+ "eval_samples_per_second": 475.178,
1237
+ "eval_steps_per_second": 7.953,
1238
+ "eval_wer": 0.09451117784451117,
1239
+ "step": 8200
1240
+ },
1241
+ {
1242
+ "epoch": 78.3,
1243
+ "learning_rate": 2.8088899480708677e-06,
1244
+ "loss": 0.1384,
1245
+ "step": 8300
1246
+ },
1247
+ {
1248
+ "epoch": 78.3,
1249
+ "eval_loss": 0.4110879600048065,
1250
+ "eval_runtime": 1.5103,
1251
+ "eval_samples_per_second": 474.75,
1252
+ "eval_steps_per_second": 7.946,
1253
+ "eval_wer": 0.09325992659325992,
1254
+ "step": 8300
1255
+ },
1256
+ {
1257
+ "epoch": 79.25,
1258
+ "learning_rate": 2.5839959523929126e-06,
1259
+ "loss": 0.1696,
1260
+ "step": 8400
1261
+ },
1262
+ {
1263
+ "epoch": 79.25,
1264
+ "eval_loss": 0.41319677233695984,
1265
+ "eval_runtime": 1.6749,
1266
+ "eval_samples_per_second": 428.087,
1267
+ "eval_steps_per_second": 7.165,
1268
+ "eval_wer": 0.09434434434434434,
1269
+ "step": 8400
1270
+ },
1271
+ {
1272
+ "epoch": 80.19,
1273
+ "learning_rate": 2.3671433945108712e-06,
1274
+ "loss": 0.1483,
1275
+ "step": 8500
1276
+ },
1277
+ {
1278
+ "epoch": 80.19,
1279
+ "eval_loss": 0.4139257073402405,
1280
+ "eval_runtime": 1.5694,
1281
+ "eval_samples_per_second": 456.87,
1282
+ "eval_steps_per_second": 7.646,
1283
+ "eval_wer": 0.09059059059059059,
1284
+ "step": 8500
1285
+ },
1286
+ {
1287
+ "epoch": 81.13,
1288
+ "learning_rate": 2.15856741539067e-06,
1289
+ "loss": 0.1547,
1290
+ "step": 8600
1291
+ },
1292
+ {
1293
+ "epoch": 81.13,
1294
+ "eval_loss": 0.4156300127506256,
1295
+ "eval_runtime": 1.6731,
1296
+ "eval_samples_per_second": 428.558,
1297
+ "eval_steps_per_second": 7.173,
1298
+ "eval_wer": 0.09592926259592927,
1299
+ "step": 8600
1300
+ },
1301
+ {
1302
+ "epoch": 82.08,
1303
+ "learning_rate": 1.9584941814085756e-06,
1304
+ "loss": 0.149,
1305
+ "step": 8700
1306
+ },
1307
+ {
1308
+ "epoch": 82.08,
1309
+ "eval_loss": 0.411948025226593,
1310
+ "eval_runtime": 1.5259,
1311
+ "eval_samples_per_second": 469.893,
1312
+ "eval_steps_per_second": 7.864,
1313
+ "eval_wer": 0.09050717384050717,
1314
+ "step": 8700
1315
+ },
1316
+ {
1317
+ "epoch": 83.02,
1318
+ "learning_rate": 1.7671406391109204e-06,
1319
+ "loss": 0.1294,
1320
+ "step": 8800
1321
+ },
1322
+ {
1323
+ "epoch": 83.02,
1324
+ "eval_loss": 0.41449442505836487,
1325
+ "eval_runtime": 1.6397,
1326
+ "eval_samples_per_second": 437.287,
1327
+ "eval_steps_per_second": 7.319,
1328
+ "eval_wer": 0.09451117784451117,
1329
+ "step": 8800
1330
+ },
1331
+ {
1332
+ "epoch": 83.96,
1333
+ "learning_rate": 1.5847142799712112e-06,
1334
+ "loss": 0.1383,
1335
+ "step": 8900
1336
+ },
1337
+ {
1338
+ "epoch": 83.96,
1339
+ "eval_loss": 0.415103554725647,
1340
+ "eval_runtime": 1.5828,
1341
+ "eval_samples_per_second": 452.985,
1342
+ "eval_steps_per_second": 7.581,
1343
+ "eval_wer": 0.09167500834167501,
1344
+ "step": 8900
1345
+ },
1346
+ {
1347
+ "epoch": 84.91,
1348
+ "learning_rate": 1.4114129153997401e-06,
1349
+ "loss": 0.1356,
1350
+ "step": 9000
1351
+ },
1352
+ {
1353
+ "epoch": 84.91,
1354
+ "eval_loss": 0.4164859354496002,
1355
+ "eval_runtime": 1.5707,
1356
+ "eval_samples_per_second": 456.48,
1357
+ "eval_steps_per_second": 7.64,
1358
+ "eval_wer": 0.09517851184517852,
1359
+ "step": 9000
1360
+ },
1361
+ {
1362
+ "epoch": 85.85,
1363
+ "learning_rate": 1.2490176555326306e-06,
1364
+ "loss": 0.1491,
1365
+ "step": 9100
1366
+ },
1367
+ {
1368
+ "epoch": 85.85,
1369
+ "eval_loss": 0.41879215836524963,
1370
+ "eval_runtime": 1.681,
1371
+ "eval_samples_per_second": 426.538,
1372
+ "eval_steps_per_second": 7.139,
1373
+ "eval_wer": 0.09501167834501167,
1374
+ "step": 9100
1375
+ },
1376
+ {
1377
+ "epoch": 86.79,
1378
+ "learning_rate": 1.0944241784701025e-06,
1379
+ "loss": 0.1395,
1380
+ "step": 9200
1381
+ },
1382
+ {
1383
+ "epoch": 86.79,
1384
+ "eval_loss": 0.4173920154571533,
1385
+ "eval_runtime": 1.568,
1386
+ "eval_samples_per_second": 457.261,
1387
+ "eval_steps_per_second": 7.653,
1388
+ "eval_wer": 0.09501167834501167,
1389
+ "step": 9200
1390
+ },
1391
+ {
1392
+ "epoch": 87.74,
1393
+ "learning_rate": 9.508883783214695e-07,
1394
+ "loss": 0.1439,
1395
+ "step": 9300
1396
+ },
1397
+ {
1398
+ "epoch": 87.74,
1399
+ "eval_loss": 0.41514286398887634,
1400
+ "eval_runtime": 1.6196,
1401
+ "eval_samples_per_second": 442.706,
1402
+ "eval_steps_per_second": 7.409,
1403
+ "eval_wer": 0.09192525859192525,
1404
+ "step": 9300
1405
+ },
1406
+ {
1407
+ "epoch": 88.68,
1408
+ "learning_rate": 8.156664476124932e-07,
1409
+ "loss": 0.1421,
1410
+ "step": 9400
1411
+ },
1412
+ {
1413
+ "epoch": 88.68,
1414
+ "eval_loss": 0.4151535630226135,
1415
+ "eval_runtime": 1.5673,
1416
+ "eval_samples_per_second": 457.489,
1417
+ "eval_steps_per_second": 7.657,
1418
+ "eval_wer": 0.09309309309309309,
1419
+ "step": 9400
1420
+ },
1421
+ {
1422
+ "epoch": 89.62,
1423
+ "learning_rate": 6.904034174764318e-07,
1424
+ "loss": 0.1443,
1425
+ "step": 9500
1426
+ },
1427
+ {
1428
+ "epoch": 89.62,
1429
+ "eval_loss": 0.4160225987434387,
1430
+ "eval_runtime": 1.6255,
1431
+ "eval_samples_per_second": 441.086,
1432
+ "eval_steps_per_second": 7.382,
1433
+ "eval_wer": 0.09442776109442776,
1434
+ "step": 9500
1435
+ },
1436
+ {
1437
+ "epoch": 90.57,
1438
+ "learning_rate": 5.752351150863133e-07,
1439
+ "loss": 0.1429,
1440
+ "step": 9600
1441
+ },
1442
+ {
1443
+ "epoch": 90.57,
1444
+ "eval_loss": 0.41378459334373474,
1445
+ "eval_runtime": 1.6157,
1446
+ "eval_samples_per_second": 443.764,
1447
+ "eval_steps_per_second": 7.427,
1448
+ "eval_wer": 0.09284284284284285,
1449
+ "step": 9600
1450
+ },
1451
+ {
1452
+ "epoch": 91.51,
1453
+ "learning_rate": 4.702864215416847e-07,
1454
+ "loss": 0.1397,
1455
+ "step": 9700
1456
+ },
1457
+ {
1458
+ "epoch": 91.51,
1459
+ "eval_loss": 0.4148540794849396,
1460
+ "eval_runtime": 1.499,
1461
+ "eval_samples_per_second": 478.314,
1462
+ "eval_steps_per_second": 8.005,
1463
+ "eval_wer": 0.09184184184184184,
1464
+ "step": 9700
1465
+ },
1466
+ {
1467
+ "epoch": 92.45,
1468
+ "learning_rate": 3.7567113645558537e-07,
1469
+ "loss": 0.155,
1470
+ "step": 9800
1471
+ },
1472
+ {
1473
+ "epoch": 92.45,
1474
+ "eval_loss": 0.4144271910190582,
1475
+ "eval_runtime": 1.6208,
1476
+ "eval_samples_per_second": 442.371,
1477
+ "eval_steps_per_second": 7.404,
1478
+ "eval_wer": 0.09150817484150818,
1479
+ "step": 9800
1480
+ },
1481
+ {
1482
+ "epoch": 93.4,
1483
+ "learning_rate": 2.914918545575618e-07,
1484
+ "loss": 0.1406,
1485
+ "step": 9900
1486
+ },
1487
+ {
1488
+ "epoch": 93.4,
1489
+ "eval_loss": 0.41388100385665894,
1490
+ "eval_runtime": 1.5267,
1491
+ "eval_samples_per_second": 469.648,
1492
+ "eval_steps_per_second": 7.86,
1493
+ "eval_wer": 0.0920920920920921,
1494
+ "step": 9900
1495
+ },
1496
+ {
1497
+ "epoch": 94.34,
1498
+ "learning_rate": 2.1852399266194312e-07,
1499
+ "loss": 0.1328,
1500
+ "step": 10000
1501
+ },
1502
+ {
1503
+ "epoch": 94.34,
1504
+ "eval_loss": 0.414026141166687,
1505
+ "eval_runtime": 1.566,
1506
+ "eval_samples_per_second": 457.869,
1507
+ "eval_steps_per_second": 7.663,
1508
+ "eval_wer": 0.09292625959292626,
1509
+ "step": 10000
1510
+ },
1511
+ {
1512
+ "epoch": 95.28,
1513
+ "learning_rate": 1.5537270875273348e-07,
1514
+ "loss": 0.1461,
1515
+ "step": 10100
1516
+ },
1517
+ {
1518
+ "epoch": 95.28,
1519
+ "eval_loss": 0.41416749358177185,
1520
+ "eval_runtime": 1.6735,
1521
+ "eval_samples_per_second": 428.446,
1522
+ "eval_steps_per_second": 7.171,
1523
+ "eval_wer": 0.09142475809142475,
1524
+ "step": 10100
1525
+ },
1526
+ {
1527
+ "epoch": 96.23,
1528
+ "learning_rate": 1.028963054771226e-07,
1529
+ "loss": 0.1455,
1530
+ "step": 10200
1531
+ },
1532
+ {
1533
+ "epoch": 96.23,
1534
+ "eval_loss": 0.41422799229621887,
1535
+ "eval_runtime": 1.6192,
1536
+ "eval_samples_per_second": 442.819,
1537
+ "eval_steps_per_second": 7.411,
1538
+ "eval_wer": 0.09134134134134134,
1539
+ "step": 10200
1540
+ },
1541
+ {
1542
+ "epoch": 97.17,
1543
+ "learning_rate": 6.115168487157097e-08,
1544
+ "loss": 0.155,
1545
+ "step": 10300
1546
+ },
1547
+ {
1548
+ "epoch": 97.17,
1549
+ "eval_loss": 0.4138621985912323,
1550
+ "eval_runtime": 1.5571,
1551
+ "eval_samples_per_second": 460.473,
1552
+ "eval_steps_per_second": 7.707,
1553
+ "eval_wer": 0.09142475809142475,
1554
+ "step": 10300
1555
+ },
1556
+ {
1557
+ "epoch": 98.11,
1558
+ "learning_rate": 3.018411211767158e-08,
1559
+ "loss": 0.147,
1560
+ "step": 10400
1561
+ },
1562
+ {
1563
+ "epoch": 98.11,
1564
+ "eval_loss": 0.4140460193157196,
1565
+ "eval_runtime": 1.6844,
1566
+ "eval_samples_per_second": 425.677,
1567
+ "eval_steps_per_second": 7.124,
1568
+ "eval_wer": 0.09184184184184184,
1569
+ "step": 10400
1570
+ },
1571
+ {
1572
+ "epoch": 99.06,
1573
+ "learning_rate": 1.002716645950197e-08,
1574
+ "loss": 0.1298,
1575
+ "step": 10500
1576
+ },
1577
+ {
1578
+ "epoch": 99.06,
1579
+ "eval_loss": 0.41404303908348083,
1580
+ "eval_runtime": 1.6696,
1581
+ "eval_samples_per_second": 429.449,
1582
+ "eval_steps_per_second": 7.187,
1583
+ "eval_wer": 0.09167500834167501,
1584
+ "step": 10500
1585
+ },
1586
+ {
1587
+ "epoch": 100.0,
1588
+ "learning_rate": 7.027047924512698e-10,
1589
+ "loss": 0.1508,
1590
+ "step": 10600
1591
+ },
1592
+ {
1593
+ "epoch": 100.0,
1594
+ "eval_loss": 0.41406112909317017,
1595
+ "eval_runtime": 1.6217,
1596
+ "eval_samples_per_second": 442.135,
1597
+ "eval_steps_per_second": 7.4,
1598
+ "eval_wer": 0.09142475809142475,
1599
+ "step": 10600
1600
+ },
1601
+ {
1602
+ "epoch": 100.0,
1603
+ "step": 10600,
1604
+ "total_flos": 2.842046364754798e+19,
1605
+ "train_loss": 2.4498984623855016,
1606
+ "train_runtime": 3716.1555,
1607
+ "train_samples_per_second": 91.062,
1608
+ "train_steps_per_second": 2.852
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
+ }