tuanio commited on
Commit
5bb3adf
·
1 Parent(s): 14c6013

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": 0.09384384384384384,
3
+ "best_model_checkpoint": "fine-w2v2base-bs16-ep100-lr2e-05-linguistic-rmsnorm-focal_ctc_a0.5_g0.5-0.05_10_0.004_40/checkpoint-2550",
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": 1068.6505,
15
+ "step": 50
16
+ },
17
+ {
18
+ "epoch": 0.94,
19
+ "eval_loss": 527.9987182617188,
20
+ "eval_runtime": 3.3391,
21
+ "eval_samples_per_second": 214.726,
22
+ "eval_steps_per_second": 6.888,
23
+ "eval_wer": 15.883967300633968,
24
+ "step": 50
25
+ },
26
+ {
27
+ "epoch": 1.89,
28
+ "learning_rate": 2.6037735849056606e-06,
29
+ "loss": 924.9194,
30
+ "step": 100
31
+ },
32
+ {
33
+ "epoch": 1.89,
34
+ "eval_loss": 365.2997741699219,
35
+ "eval_runtime": 2.3955,
36
+ "eval_samples_per_second": 299.317,
37
+ "eval_steps_per_second": 9.602,
38
+ "eval_wer": 15.72897897897898,
39
+ "step": 100
40
+ },
41
+ {
42
+ "epoch": 2.83,
43
+ "learning_rate": 4.49056603773585e-06,
44
+ "loss": 268.1159,
45
+ "step": 150
46
+ },
47
+ {
48
+ "epoch": 2.83,
49
+ "eval_loss": 45.30757141113281,
50
+ "eval_runtime": 2.3434,
51
+ "eval_samples_per_second": 305.972,
52
+ "eval_steps_per_second": 9.815,
53
+ "eval_wer": 1.0,
54
+ "step": 150
55
+ },
56
+ {
57
+ "epoch": 3.77,
58
+ "learning_rate": 6.377358490566038e-06,
59
+ "loss": 56.3914,
60
+ "step": 200
61
+ },
62
+ {
63
+ "epoch": 3.77,
64
+ "eval_loss": 42.26533508300781,
65
+ "eval_runtime": 2.4101,
66
+ "eval_samples_per_second": 297.501,
67
+ "eval_steps_per_second": 9.543,
68
+ "eval_wer": 1.0,
69
+ "step": 200
70
+ },
71
+ {
72
+ "epoch": 4.72,
73
+ "learning_rate": 8.264150943396228e-06,
74
+ "loss": 54.5992,
75
+ "step": 250
76
+ },
77
+ {
78
+ "epoch": 4.72,
79
+ "eval_loss": 41.22721481323242,
80
+ "eval_runtime": 2.3201,
81
+ "eval_samples_per_second": 309.032,
82
+ "eval_steps_per_second": 9.913,
83
+ "eval_wer": 1.0,
84
+ "step": 250
85
+ },
86
+ {
87
+ "epoch": 5.66,
88
+ "learning_rate": 1.0150943396226416e-05,
89
+ "loss": 52.7823,
90
+ "step": 300
91
+ },
92
+ {
93
+ "epoch": 5.66,
94
+ "eval_loss": 40.21255111694336,
95
+ "eval_runtime": 2.2946,
96
+ "eval_samples_per_second": 312.473,
97
+ "eval_steps_per_second": 10.024,
98
+ "eval_wer": 1.0,
99
+ "step": 300
100
+ },
101
+ {
102
+ "epoch": 6.6,
103
+ "learning_rate": 1.2037735849056605e-05,
104
+ "loss": 51.1032,
105
+ "step": 350
106
+ },
107
+ {
108
+ "epoch": 6.6,
109
+ "eval_loss": 39.62540817260742,
110
+ "eval_runtime": 2.3293,
111
+ "eval_samples_per_second": 307.813,
112
+ "eval_steps_per_second": 9.874,
113
+ "eval_wer": 1.0,
114
+ "step": 350
115
+ },
116
+ {
117
+ "epoch": 7.55,
118
+ "learning_rate": 1.3924528301886793e-05,
119
+ "loss": 49.2081,
120
+ "step": 400
121
+ },
122
+ {
123
+ "epoch": 7.55,
124
+ "eval_loss": 38.79893493652344,
125
+ "eval_runtime": 2.3075,
126
+ "eval_samples_per_second": 310.729,
127
+ "eval_steps_per_second": 9.968,
128
+ "eval_wer": 1.0,
129
+ "step": 400
130
+ },
131
+ {
132
+ "epoch": 8.49,
133
+ "learning_rate": 1.5811320754716985e-05,
134
+ "loss": 48.3538,
135
+ "step": 450
136
+ },
137
+ {
138
+ "epoch": 8.49,
139
+ "eval_loss": 38.57915115356445,
140
+ "eval_runtime": 2.3577,
141
+ "eval_samples_per_second": 304.109,
142
+ "eval_steps_per_second": 9.755,
143
+ "eval_wer": 1.0,
144
+ "step": 450
145
+ },
146
+ {
147
+ "epoch": 9.43,
148
+ "learning_rate": 1.7698113207547173e-05,
149
+ "loss": 48.8615,
150
+ "step": 500
151
+ },
152
+ {
153
+ "epoch": 9.43,
154
+ "eval_loss": 38.462188720703125,
155
+ "eval_runtime": 2.3275,
156
+ "eval_samples_per_second": 308.057,
157
+ "eval_steps_per_second": 9.882,
158
+ "eval_wer": 1.0,
159
+ "step": 500
160
+ },
161
+ {
162
+ "epoch": 10.38,
163
+ "learning_rate": 1.9584905660377362e-05,
164
+ "loss": 48.1912,
165
+ "step": 550
166
+ },
167
+ {
168
+ "epoch": 10.38,
169
+ "eval_loss": 38.14221954345703,
170
+ "eval_runtime": 2.241,
171
+ "eval_samples_per_second": 319.943,
172
+ "eval_steps_per_second": 10.263,
173
+ "eval_wer": 1.0,
174
+ "step": 550
175
+ },
176
+ {
177
+ "epoch": 11.32,
178
+ "learning_rate": 1.9996701334124693e-05,
179
+ "loss": 48.3589,
180
+ "step": 600
181
+ },
182
+ {
183
+ "epoch": 11.32,
184
+ "eval_loss": 38.614410400390625,
185
+ "eval_runtime": 2.3533,
186
+ "eval_samples_per_second": 304.679,
187
+ "eval_steps_per_second": 9.774,
188
+ "eval_wer": 1.0,
189
+ "step": 600
190
+ },
191
+ {
192
+ "epoch": 12.26,
193
+ "learning_rate": 1.9982825320106917e-05,
194
+ "loss": 46.5985,
195
+ "step": 650
196
+ },
197
+ {
198
+ "epoch": 12.26,
199
+ "eval_loss": 39.63941192626953,
200
+ "eval_runtime": 2.2466,
201
+ "eval_samples_per_second": 319.155,
202
+ "eval_steps_per_second": 10.238,
203
+ "eval_wer": 1.0472972972972974,
204
+ "step": 650
205
+ },
206
+ {
207
+ "epoch": 13.21,
208
+ "learning_rate": 1.995812457240187e-05,
209
+ "loss": 45.5769,
210
+ "step": 700
211
+ },
212
+ {
213
+ "epoch": 13.21,
214
+ "eval_loss": 37.75796127319336,
215
+ "eval_runtime": 2.3563,
216
+ "eval_samples_per_second": 304.287,
217
+ "eval_steps_per_second": 9.761,
218
+ "eval_wer": 0.9992492492492493,
219
+ "step": 700
220
+ },
221
+ {
222
+ "epoch": 14.15,
223
+ "learning_rate": 1.9922625874911624e-05,
224
+ "loss": 44.1749,
225
+ "step": 750
226
+ },
227
+ {
228
+ "epoch": 14.15,
229
+ "eval_loss": 36.06916427612305,
230
+ "eval_runtime": 2.294,
231
+ "eval_samples_per_second": 312.554,
232
+ "eval_steps_per_second": 10.026,
233
+ "eval_wer": 0.9990824157490824,
234
+ "step": 750
235
+ },
236
+ {
237
+ "epoch": 15.09,
238
+ "learning_rate": 1.987636772014047e-05,
239
+ "loss": 41.8932,
240
+ "step": 800
241
+ },
242
+ {
243
+ "epoch": 15.09,
244
+ "eval_loss": 27.94037437438965,
245
+ "eval_runtime": 2.4164,
246
+ "eval_samples_per_second": 296.718,
247
+ "eval_steps_per_second": 9.518,
248
+ "eval_wer": 0.9315982649315983,
249
+ "step": 800
250
+ },
251
+ {
252
+ "epoch": 16.04,
253
+ "learning_rate": 1.981940026745616e-05,
254
+ "loss": 29.8551,
255
+ "step": 850
256
+ },
257
+ {
258
+ "epoch": 16.04,
259
+ "eval_loss": 14.121084213256836,
260
+ "eval_runtime": 2.3404,
261
+ "eval_samples_per_second": 306.353,
262
+ "eval_steps_per_second": 9.827,
263
+ "eval_wer": 0.3929763096429763,
264
+ "step": 850
265
+ },
266
+ {
267
+ "epoch": 16.98,
268
+ "learning_rate": 1.9751785288700255e-05,
269
+ "loss": 16.9135,
270
+ "step": 900
271
+ },
272
+ {
273
+ "epoch": 16.98,
274
+ "eval_loss": 7.982431411743164,
275
+ "eval_runtime": 2.3673,
276
+ "eval_samples_per_second": 302.882,
277
+ "eval_steps_per_second": 9.716,
278
+ "eval_wer": 0.22280613947280614,
279
+ "step": 900
280
+ },
281
+ {
282
+ "epoch": 17.92,
283
+ "learning_rate": 1.9673596101206766e-05,
284
+ "loss": 11.5569,
285
+ "step": 950
286
+ },
287
+ {
288
+ "epoch": 17.92,
289
+ "eval_loss": 5.807270050048828,
290
+ "eval_runtime": 2.351,
291
+ "eval_samples_per_second": 304.982,
292
+ "eval_steps_per_second": 9.783,
293
+ "eval_wer": 0.16925258591925257,
294
+ "step": 950
295
+ },
296
+ {
297
+ "epoch": 18.87,
298
+ "learning_rate": 1.9584917488301524e-05,
299
+ "loss": 9.1965,
300
+ "step": 1000
301
+ },
302
+ {
303
+ "epoch": 18.87,
304
+ "eval_loss": 4.689126491546631,
305
+ "eval_runtime": 2.2997,
306
+ "eval_samples_per_second": 311.783,
307
+ "eval_steps_per_second": 10.001,
308
+ "eval_wer": 0.15765765765765766,
309
+ "step": 1000
310
+ },
311
+ {
312
+ "epoch": 19.81,
313
+ "learning_rate": 1.9485845607368606e-05,
314
+ "loss": 7.6846,
315
+ "step": 1050
316
+ },
317
+ {
318
+ "epoch": 19.81,
319
+ "eval_loss": 4.0937886238098145,
320
+ "eval_runtime": 2.2421,
321
+ "eval_samples_per_second": 319.793,
322
+ "eval_steps_per_second": 10.258,
323
+ "eval_wer": 0.1443943943943944,
324
+ "step": 1050
325
+ },
326
+ {
327
+ "epoch": 20.75,
328
+ "learning_rate": 1.937648788558344e-05,
329
+ "loss": 6.6186,
330
+ "step": 1100
331
+ },
332
+ {
333
+ "epoch": 20.75,
334
+ "eval_loss": 3.7074310779571533,
335
+ "eval_runtime": 2.2452,
336
+ "eval_samples_per_second": 319.355,
337
+ "eval_steps_per_second": 10.244,
338
+ "eval_wer": 0.13371705038371706,
339
+ "step": 1100
340
+ },
341
+ {
342
+ "epoch": 21.7,
343
+ "learning_rate": 1.925696290342571e-05,
344
+ "loss": 6.1733,
345
+ "step": 1150
346
+ },
347
+ {
348
+ "epoch": 21.7,
349
+ "eval_loss": 3.376906156539917,
350
+ "eval_runtime": 2.3462,
351
+ "eval_samples_per_second": 305.602,
352
+ "eval_steps_per_second": 9.803,
353
+ "eval_wer": 0.12787787787787788,
354
+ "step": 1150
355
+ },
356
+ {
357
+ "epoch": 22.64,
358
+ "learning_rate": 1.912740026609828e-05,
359
+ "loss": 5.5833,
360
+ "step": 1200
361
+ },
362
+ {
363
+ "epoch": 22.64,
364
+ "eval_loss": 3.193333864212036,
365
+ "eval_runtime": 2.4175,
366
+ "eval_samples_per_second": 296.587,
367
+ "eval_steps_per_second": 9.514,
368
+ "eval_wer": 0.12879546212879547,
369
+ "step": 1200
370
+ },
371
+ {
372
+ "epoch": 23.58,
373
+ "learning_rate": 1.8987940462991673e-05,
374
+ "loss": 5.1097,
375
+ "step": 1250
376
+ },
377
+ {
378
+ "epoch": 23.58,
379
+ "eval_loss": 3.078519582748413,
380
+ "eval_runtime": 2.3455,
381
+ "eval_samples_per_second": 305.697,
382
+ "eval_steps_per_second": 9.806,
383
+ "eval_wer": 0.12320653987320654,
384
+ "step": 1250
385
+ },
386
+ {
387
+ "epoch": 24.53,
388
+ "learning_rate": 1.8838734715346398e-05,
389
+ "loss": 4.8098,
390
+ "step": 1300
391
+ },
392
+ {
393
+ "epoch": 24.53,
394
+ "eval_loss": 3.068678140640259,
395
+ "eval_runtime": 2.2608,
396
+ "eval_samples_per_second": 317.143,
397
+ "eval_steps_per_second": 10.173,
398
+ "eval_wer": 0.12103770437103771,
399
+ "step": 1300
400
+ },
401
+ {
402
+ "epoch": 25.47,
403
+ "learning_rate": 1.867994481227837e-05,
404
+ "loss": 4.784,
405
+ "step": 1350
406
+ },
407
+ {
408
+ "epoch": 25.47,
409
+ "eval_loss": 2.777139186859131,
410
+ "eval_runtime": 2.4013,
411
+ "eval_samples_per_second": 298.593,
412
+ "eval_steps_per_second": 9.578,
413
+ "eval_wer": 0.11519853186519853,
414
+ "step": 1350
415
+ },
416
+ {
417
+ "epoch": 26.42,
418
+ "learning_rate": 1.8511742935345198e-05,
419
+ "loss": 4.3574,
420
+ "step": 1400
421
+ },
422
+ {
423
+ "epoch": 26.42,
424
+ "eval_loss": 2.7346842288970947,
425
+ "eval_runtime": 2.2397,
426
+ "eval_samples_per_second": 320.13,
427
+ "eval_steps_per_second": 10.269,
428
+ "eval_wer": 0.1200367033700367,
429
+ "step": 1400
430
+ },
431
+ {
432
+ "epoch": 27.36,
433
+ "learning_rate": 1.8334311471843574e-05,
434
+ "loss": 4.2972,
435
+ "step": 1450
436
+ },
437
+ {
438
+ "epoch": 27.36,
439
+ "eval_loss": 2.685316324234009,
440
+ "eval_runtime": 2.3028,
441
+ "eval_samples_per_second": 311.361,
442
+ "eval_steps_per_second": 9.988,
443
+ "eval_wer": 0.11469803136469803,
444
+ "step": 1450
445
+ },
446
+ {
447
+ "epoch": 28.3,
448
+ "learning_rate": 1.814784281704023e-05,
449
+ "loss": 4.1072,
450
+ "step": 1500
451
+ },
452
+ {
453
+ "epoch": 28.3,
454
+ "eval_loss": 2.5679965019226074,
455
+ "eval_runtime": 2.294,
456
+ "eval_samples_per_second": 312.557,
457
+ "eval_steps_per_second": 10.026,
458
+ "eval_wer": 0.11845178511845178,
459
+ "step": 1500
460
+ },
461
+ {
462
+ "epoch": 29.25,
463
+ "learning_rate": 1.7952539165550863e-05,
464
+ "loss": 3.9651,
465
+ "step": 1550
466
+ },
467
+ {
468
+ "epoch": 29.25,
469
+ "eval_loss": 2.5938329696655273,
470
+ "eval_runtime": 2.4099,
471
+ "eval_samples_per_second": 297.522,
472
+ "eval_steps_per_second": 9.544,
473
+ "eval_wer": 0.1200367033700367,
474
+ "step": 1550
475
+ },
476
+ {
477
+ "epoch": 30.19,
478
+ "learning_rate": 1.7748612292093336e-05,
479
+ "loss": 4.0325,
480
+ "step": 1600
481
+ },
482
+ {
483
+ "epoch": 30.19,
484
+ "eval_loss": 2.5324084758758545,
485
+ "eval_runtime": 2.2799,
486
+ "eval_samples_per_second": 314.482,
487
+ "eval_steps_per_second": 10.088,
488
+ "eval_wer": 0.1180347013680347,
489
+ "step": 1600
490
+ },
491
+ {
492
+ "epoch": 31.13,
493
+ "learning_rate": 1.753628332185275e-05,
494
+ "loss": 3.6586,
495
+ "step": 1650
496
+ },
497
+ {
498
+ "epoch": 31.13,
499
+ "eval_loss": 2.584696054458618,
500
+ "eval_runtime": 2.4425,
501
+ "eval_samples_per_second": 293.556,
502
+ "eval_steps_per_second": 9.417,
503
+ "eval_wer": 0.11127794461127795,
504
+ "step": 1650
505
+ },
506
+ {
507
+ "epoch": 32.08,
508
+ "learning_rate": 1.731578249070756e-05,
509
+ "loss": 3.7213,
510
+ "step": 1700
511
+ },
512
+ {
513
+ "epoch": 32.08,
514
+ "eval_loss": 2.5886008739471436,
515
+ "eval_runtime": 2.2464,
516
+ "eval_samples_per_second": 319.179,
517
+ "eval_steps_per_second": 10.239,
518
+ "eval_wer": 0.11161161161161161,
519
+ "step": 1700
520
+ },
521
+ {
522
+ "epoch": 33.02,
523
+ "learning_rate": 1.7087348895576564e-05,
524
+ "loss": 3.4746,
525
+ "step": 1750
526
+ },
527
+ {
528
+ "epoch": 33.02,
529
+ "eval_loss": 2.428494453430176,
530
+ "eval_runtime": 2.4929,
531
+ "eval_samples_per_second": 287.612,
532
+ "eval_steps_per_second": 9.226,
533
+ "eval_wer": 0.10051718385051718,
534
+ "step": 1750
535
+ },
536
+ {
537
+ "epoch": 33.96,
538
+ "learning_rate": 1.68512302351576e-05,
539
+ "loss": 3.3572,
540
+ "step": 1800
541
+ },
542
+ {
543
+ "epoch": 33.96,
544
+ "eval_loss": 2.4606618881225586,
545
+ "eval_runtime": 2.2482,
546
+ "eval_samples_per_second": 318.92,
547
+ "eval_steps_per_second": 10.23,
548
+ "eval_wer": 0.10727394060727394,
549
+ "step": 1800
550
+ },
551
+ {
552
+ "epoch": 34.91,
553
+ "learning_rate": 1.6607682541338998e-05,
554
+ "loss": 3.2202,
555
+ "step": 1850
556
+ },
557
+ {
558
+ "epoch": 34.91,
559
+ "eval_loss": 2.4459075927734375,
560
+ "eval_runtime": 2.406,
561
+ "eval_samples_per_second": 298.009,
562
+ "eval_steps_per_second": 9.56,
563
+ "eval_wer": 0.11027694361027694,
564
+ "step": 1850
565
+ },
566
+ {
567
+ "epoch": 35.85,
568
+ "learning_rate": 1.6356969901575094e-05,
569
+ "loss": 3.2437,
570
+ "step": 1900
571
+ },
572
+ {
573
+ "epoch": 35.85,
574
+ "eval_loss": 2.3630285263061523,
575
+ "eval_runtime": 2.2948,
576
+ "eval_samples_per_second": 312.446,
577
+ "eval_steps_per_second": 10.023,
578
+ "eval_wer": 0.10268601935268602,
579
+ "step": 1900
580
+ },
581
+ {
582
+ "epoch": 36.79,
583
+ "learning_rate": 1.6099364172526732e-05,
584
+ "loss": 3.1303,
585
+ "step": 1950
586
+ },
587
+ {
588
+ "epoch": 36.79,
589
+ "eval_loss": 2.32814884185791,
590
+ "eval_runtime": 2.3311,
591
+ "eval_samples_per_second": 307.582,
592
+ "eval_steps_per_second": 9.867,
593
+ "eval_wer": 0.10251918585251918,
594
+ "step": 1950
595
+ },
596
+ {
597
+ "epoch": 37.74,
598
+ "learning_rate": 1.583514468527744e-05,
599
+ "loss": 3.0037,
600
+ "step": 2000
601
+ },
602
+ {
603
+ "epoch": 37.74,
604
+ "eval_loss": 2.3129348754882812,
605
+ "eval_runtime": 2.4145,
606
+ "eval_samples_per_second": 296.962,
607
+ "eval_steps_per_second": 9.526,
608
+ "eval_wer": 0.10185185185185185,
609
+ "step": 2000
610
+ },
611
+ {
612
+ "epoch": 38.68,
613
+ "learning_rate": 1.5564597942444743e-05,
614
+ "loss": 3.0523,
615
+ "step": 2050
616
+ },
617
+ {
618
+ "epoch": 38.68,
619
+ "eval_loss": 2.2962000370025635,
620
+ "eval_runtime": 2.4793,
621
+ "eval_samples_per_second": 289.191,
622
+ "eval_steps_per_second": 9.277,
623
+ "eval_wer": 0.09884884884884886,
624
+ "step": 2050
625
+ },
626
+ {
627
+ "epoch": 39.62,
628
+ "learning_rate": 1.5288017307515142e-05,
629
+ "loss": 2.8943,
630
+ "step": 2100
631
+ },
632
+ {
633
+ "epoch": 39.62,
634
+ "eval_loss": 2.323789119720459,
635
+ "eval_runtime": 2.2485,
636
+ "eval_samples_per_second": 318.884,
637
+ "eval_steps_per_second": 10.229,
638
+ "eval_wer": 0.1021021021021021,
639
+ "step": 2100
640
+ },
641
+ {
642
+ "epoch": 40.57,
643
+ "learning_rate": 1.500570268673965e-05,
644
+ "loss": 2.8502,
645
+ "step": 2150
646
+ },
647
+ {
648
+ "epoch": 40.57,
649
+ "eval_loss": 2.3549041748046875,
650
+ "eval_runtime": 2.4526,
651
+ "eval_samples_per_second": 292.339,
652
+ "eval_steps_per_second": 9.378,
653
+ "eval_wer": 0.10435435435435435,
654
+ "step": 2150
655
+ },
656
+ {
657
+ "epoch": 41.51,
658
+ "learning_rate": 1.4717960203934704e-05,
659
+ "loss": 2.7045,
660
+ "step": 2200
661
+ },
662
+ {
663
+ "epoch": 41.51,
664
+ "eval_loss": 2.367952346801758,
665
+ "eval_runtime": 2.2393,
666
+ "eval_samples_per_second": 320.195,
667
+ "eval_steps_per_second": 10.271,
668
+ "eval_wer": 0.10176843510176843,
669
+ "step": 2200
670
+ },
671
+ {
672
+ "epoch": 42.45,
673
+ "learning_rate": 1.4425101868541228e-05,
674
+ "loss": 2.7291,
675
+ "step": 2250
676
+ },
677
+ {
678
+ "epoch": 42.45,
679
+ "eval_loss": 2.4171645641326904,
680
+ "eval_runtime": 2.2967,
681
+ "eval_samples_per_second": 312.191,
682
+ "eval_steps_per_second": 10.015,
683
+ "eval_wer": 0.11286286286286286,
684
+ "step": 2250
685
+ },
686
+ {
687
+ "epoch": 43.4,
688
+ "learning_rate": 1.412744523730163e-05,
689
+ "loss": 2.6162,
690
+ "step": 2300
691
+ },
692
+ {
693
+ "epoch": 43.4,
694
+ "eval_loss": 2.321629524230957,
695
+ "eval_runtime": 2.3019,
696
+ "eval_samples_per_second": 311.476,
697
+ "eval_steps_per_second": 9.992,
698
+ "eval_wer": 0.10176843510176843,
699
+ "step": 2300
700
+ },
701
+ {
702
+ "epoch": 44.34,
703
+ "learning_rate": 1.3825313069921713e-05,
704
+ "loss": 2.5643,
705
+ "step": 2350
706
+ },
707
+ {
708
+ "epoch": 44.34,
709
+ "eval_loss": 2.2663228511810303,
710
+ "eval_runtime": 2.4493,
711
+ "eval_samples_per_second": 292.741,
712
+ "eval_steps_per_second": 9.391,
713
+ "eval_wer": 0.09793126459793126,
714
+ "step": 2350
715
+ },
716
+ {
717
+ "epoch": 45.28,
718
+ "learning_rate": 1.3519032979090816e-05,
719
+ "loss": 2.5842,
720
+ "step": 2400
721
+ },
722
+ {
723
+ "epoch": 45.28,
724
+ "eval_loss": 2.240830898284912,
725
+ "eval_runtime": 2.2616,
726
+ "eval_samples_per_second": 317.033,
727
+ "eval_steps_per_second": 10.17,
728
+ "eval_wer": 0.0985985985985986,
729
+ "step": 2400
730
+ },
731
+ {
732
+ "epoch": 46.23,
733
+ "learning_rate": 1.3208937075239663e-05,
734
+ "loss": 2.4498,
735
+ "step": 2450
736
+ },
737
+ {
738
+ "epoch": 46.23,
739
+ "eval_loss": 2.2695207595825195,
740
+ "eval_runtime": 2.3803,
741
+ "eval_samples_per_second": 301.222,
742
+ "eval_steps_per_second": 9.663,
743
+ "eval_wer": 0.10168501835168502,
744
+ "step": 2450
745
+ },
746
+ {
747
+ "epoch": 47.17,
748
+ "learning_rate": 1.289536160642119e-05,
749
+ "loss": 2.4177,
750
+ "step": 2500
751
+ },
752
+ {
753
+ "epoch": 47.17,
754
+ "eval_loss": 2.202859878540039,
755
+ "eval_runtime": 2.2399,
756
+ "eval_samples_per_second": 320.105,
757
+ "eval_steps_per_second": 10.268,
758
+ "eval_wer": 0.09801468134801468,
759
+ "step": 2500
760
+ },
761
+ {
762
+ "epoch": 48.11,
763
+ "learning_rate": 1.2578646593704786e-05,
764
+ "loss": 2.3297,
765
+ "step": 2550
766
+ },
767
+ {
768
+ "epoch": 48.11,
769
+ "eval_loss": 2.225446939468384,
770
+ "eval_runtime": 2.3113,
771
+ "eval_samples_per_second": 310.217,
772
+ "eval_steps_per_second": 9.951,
773
+ "eval_wer": 0.09384384384384384,
774
+ "step": 2550
775
+ },
776
+ {
777
+ "epoch": 49.06,
778
+ "learning_rate": 1.2259135462479306e-05,
779
+ "loss": 2.3637,
780
+ "step": 2600
781
+ },
782
+ {
783
+ "epoch": 49.06,
784
+ "eval_loss": 2.2550511360168457,
785
+ "eval_runtime": 2.3163,
786
+ "eval_samples_per_second": 309.542,
787
+ "eval_steps_per_second": 9.93,
788
+ "eval_wer": 0.1011011011011011,
789
+ "step": 2600
790
+ },
791
+ {
792
+ "epoch": 50.0,
793
+ "learning_rate": 1.1937174670064665e-05,
794
+ "loss": 2.2528,
795
+ "step": 2650
796
+ },
797
+ {
798
+ "epoch": 50.0,
799
+ "eval_loss": 2.235013723373413,
800
+ "eval_runtime": 2.297,
801
+ "eval_samples_per_second": 312.152,
802
+ "eval_steps_per_second": 10.013,
803
+ "eval_wer": 0.10118451785118451,
804
+ "step": 2650
805
+ },
806
+ {
807
+ "epoch": 50.94,
808
+ "learning_rate": 1.1613113330035816e-05,
809
+ "loss": 2.2221,
810
+ "step": 2700
811
+ },
812
+ {
813
+ "epoch": 50.94,
814
+ "eval_loss": 2.2253198623657227,
815
+ "eval_runtime": 2.4122,
816
+ "eval_samples_per_second": 297.24,
817
+ "eval_steps_per_second": 9.535,
818
+ "eval_wer": 0.09676343009676343,
819
+ "step": 2700
820
+ },
821
+ {
822
+ "epoch": 51.89,
823
+ "learning_rate": 1.1287302833666442e-05,
824
+ "loss": 2.3083,
825
+ "step": 2750
826
+ },
827
+ {
828
+ "epoch": 51.89,
829
+ "eval_loss": 2.242628335952759,
830
+ "eval_runtime": 2.4199,
831
+ "eval_samples_per_second": 296.292,
832
+ "eval_steps_per_second": 9.504,
833
+ "eval_wer": 0.09584584584584585,
834
+ "step": 2750
835
+ },
836
+ {
837
+ "epoch": 52.83,
838
+ "learning_rate": 1.0960096468902856e-05,
839
+ "loss": 2.0585,
840
+ "step": 2800
841
+ },
842
+ {
843
+ "epoch": 52.83,
844
+ "eval_loss": 2.216921806335449,
845
+ "eval_runtime": 2.2934,
846
+ "eval_samples_per_second": 312.636,
847
+ "eval_steps_per_second": 10.029,
848
+ "eval_wer": 0.09718051384718052,
849
+ "step": 2800
850
+ },
851
+ {
852
+ "epoch": 53.77,
853
+ "learning_rate": 1.0631849037281267e-05,
854
+ "loss": 2.2349,
855
+ "step": 2850
856
+ },
857
+ {
858
+ "epoch": 53.77,
859
+ "eval_loss": 2.215132236480713,
860
+ "eval_runtime": 2.3656,
861
+ "eval_samples_per_second": 303.097,
862
+ "eval_steps_per_second": 9.723,
863
+ "eval_wer": 0.10035035035035035,
864
+ "step": 2850
865
+ },
866
+ {
867
+ "epoch": 54.72,
868
+ "learning_rate": 1.0302916469203831e-05,
869
+ "loss": 2.1969,
870
+ "step": 2900
871
+ },
872
+ {
873
+ "epoch": 54.72,
874
+ "eval_loss": 2.2561628818511963,
875
+ "eval_runtime": 2.2347,
876
+ "eval_samples_per_second": 320.851,
877
+ "eval_steps_per_second": 10.292,
878
+ "eval_wer": 0.10235235235235235,
879
+ "step": 2900
880
+ },
881
+ {
882
+ "epoch": 55.66,
883
+ "learning_rate": 9.973655437990618e-06,
884
+ "loss": 2.0415,
885
+ "step": 2950
886
+ },
887
+ {
888
+ "epoch": 55.66,
889
+ "eval_loss": 2.2862448692321777,
890
+ "eval_runtime": 2.3242,
891
+ "eval_samples_per_second": 308.491,
892
+ "eval_steps_per_second": 9.896,
893
+ "eval_wer": 0.10268601935268602,
894
+ "step": 2950
895
+ },
896
+ {
897
+ "epoch": 56.6,
898
+ "learning_rate": 9.644422973125977e-06,
899
+ "loss": 2.0126,
900
+ "step": 3000
901
+ },
902
+ {
903
+ "epoch": 56.6,
904
+ "eval_loss": 2.2166805267333984,
905
+ "eval_runtime": 2.2438,
906
+ "eval_samples_per_second": 319.545,
907
+ "eval_steps_per_second": 10.25,
908
+ "eval_wer": 0.10151818485151819,
909
+ "step": 3000
910
+ },
911
+ {
912
+ "epoch": 57.55,
913
+ "learning_rate": 9.31557607311876e-06,
914
+ "loss": 2.1,
915
+ "step": 3050
916
+ },
917
+ {
918
+ "epoch": 57.55,
919
+ "eval_loss": 2.2359628677368164,
920
+ "eval_runtime": 2.3078,
921
+ "eval_samples_per_second": 310.684,
922
+ "eval_steps_per_second": 9.966,
923
+ "eval_wer": 0.10243576910243576,
924
+ "step": 3050
925
+ },
926
+ {
927
+ "epoch": 58.49,
928
+ "learning_rate": 8.987471318396079e-06,
929
+ "loss": 2.0739,
930
+ "step": 3100
931
+ },
932
+ {
933
+ "epoch": 58.49,
934
+ "eval_loss": 2.219820976257324,
935
+ "eval_runtime": 2.2533,
936
+ "eval_samples_per_second": 318.193,
937
+ "eval_steps_per_second": 10.207,
938
+ "eval_wer": 0.10560560560560561,
939
+ "step": 3100
940
+ },
941
+ {
942
+ "epoch": 59.43,
943
+ "learning_rate": 8.660464484650442e-06,
944
+ "loss": 1.9875,
945
+ "step": 3150
946
+ },
947
+ {
948
+ "epoch": 59.43,
949
+ "eval_loss": 2.1715681552886963,
950
+ "eval_runtime": 2.3021,
951
+ "eval_samples_per_second": 311.449,
952
+ "eval_steps_per_second": 9.991,
953
+ "eval_wer": 0.09868201534868201,
954
+ "step": 3150
955
+ },
956
+ {
957
+ "epoch": 60.38,
958
+ "learning_rate": 8.334910157059459e-06,
959
+ "loss": 2.0259,
960
+ "step": 3200
961
+ },
962
+ {
963
+ "epoch": 60.38,
964
+ "eval_loss": 2.214280128479004,
965
+ "eval_runtime": 2.2789,
966
+ "eval_samples_per_second": 314.622,
967
+ "eval_steps_per_second": 10.092,
968
+ "eval_wer": 0.09993326659993326,
969
+ "step": 3200
970
+ },
971
+ {
972
+ "epoch": 61.32,
973
+ "learning_rate": 8.011161345796495e-06,
974
+ "loss": 1.8519,
975
+ "step": 3250
976
+ },
977
+ {
978
+ "epoch": 61.32,
979
+ "eval_loss": 2.1836636066436768,
980
+ "eval_runtime": 2.345,
981
+ "eval_samples_per_second": 305.758,
982
+ "eval_steps_per_second": 9.808,
983
+ "eval_wer": 0.09584584584584585,
984
+ "step": 3250
985
+ },
986
+ {
987
+ "epoch": 62.26,
988
+ "learning_rate": 7.689569103249139e-06,
989
+ "loss": 1.9733,
990
+ "step": 3300
991
+ },
992
+ {
993
+ "epoch": 62.26,
994
+ "eval_loss": 2.1865181922912598,
995
+ "eval_runtime": 2.3454,
996
+ "eval_samples_per_second": 305.699,
997
+ "eval_steps_per_second": 9.806,
998
+ "eval_wer": 0.10076743410076744,
999
+ "step": 3300
1000
+ },
1001
+ {
1002
+ "epoch": 63.21,
1003
+ "learning_rate": 7.3704821433605685e-06,
1004
+ "loss": 1.8496,
1005
+ "step": 3350
1006
+ },
1007
+ {
1008
+ "epoch": 63.21,
1009
+ "eval_loss": 2.2044992446899414,
1010
+ "eval_runtime": 2.4785,
1011
+ "eval_samples_per_second": 289.29,
1012
+ "eval_steps_per_second": 9.28,
1013
+ "eval_wer": 0.10535535535535535,
1014
+ "step": 3350
1015
+ },
1016
+ {
1017
+ "epoch": 64.15,
1018
+ "learning_rate": 7.054246463506596e-06,
1019
+ "loss": 1.9354,
1020
+ "step": 3400
1021
+ },
1022
+ {
1023
+ "epoch": 64.15,
1024
+ "eval_loss": 2.1783363819122314,
1025
+ "eval_runtime": 2.2431,
1026
+ "eval_samples_per_second": 319.643,
1027
+ "eval_steps_per_second": 10.254,
1028
+ "eval_wer": 0.10018351685018352,
1029
+ "step": 3400
1030
+ },
1031
+ {
1032
+ "epoch": 65.09,
1033
+ "learning_rate": 6.741204969318343e-06,
1034
+ "loss": 1.8247,
1035
+ "step": 3450
1036
+ },
1037
+ {
1038
+ "epoch": 65.09,
1039
+ "eval_loss": 2.166977882385254,
1040
+ "eval_runtime": 2.2716,
1041
+ "eval_samples_per_second": 315.638,
1042
+ "eval_steps_per_second": 10.125,
1043
+ "eval_wer": 0.09893226559893227,
1044
+ "step": 3450
1045
+ },
1046
+ {
1047
+ "epoch": 66.04,
1048
+ "learning_rate": 6.43169710285745e-06,
1049
+ "loss": 1.8418,
1050
+ "step": 3500
1051
+ },
1052
+ {
1053
+ "epoch": 66.04,
1054
+ "eval_loss": 2.182258129119873,
1055
+ "eval_runtime": 2.4022,
1056
+ "eval_samples_per_second": 298.482,
1057
+ "eval_steps_per_second": 9.575,
1058
+ "eval_wer": 0.09926593259926593,
1059
+ "step": 3500
1060
+ },
1061
+ {
1062
+ "epoch": 66.98,
1063
+ "learning_rate": 6.126058474546936e-06,
1064
+ "loss": 1.8259,
1065
+ "step": 3550
1066
+ },
1067
+ {
1068
+ "epoch": 66.98,
1069
+ "eval_loss": 2.1875205039978027,
1070
+ "eval_runtime": 2.3977,
1071
+ "eval_samples_per_second": 299.039,
1072
+ "eval_steps_per_second": 9.593,
1073
+ "eval_wer": 0.09901568234901569,
1074
+ "step": 3550
1075
+ },
1076
+ {
1077
+ "epoch": 67.92,
1078
+ "learning_rate": 5.82462049925683e-06,
1079
+ "loss": 1.8458,
1080
+ "step": 3600
1081
+ },
1082
+ {
1083
+ "epoch": 67.92,
1084
+ "eval_loss": 2.2048122882843018,
1085
+ "eval_runtime": 2.2439,
1086
+ "eval_samples_per_second": 319.528,
1087
+ "eval_steps_per_second": 10.25,
1088
+ "eval_wer": 0.10001668335001668,
1089
+ "step": 3600
1090
+ },
1091
+ {
1092
+ "epoch": 68.87,
1093
+ "learning_rate": 5.527710036939207e-06,
1094
+ "loss": 1.7796,
1095
+ "step": 3650
1096
+ },
1097
+ {
1098
+ "epoch": 68.87,
1099
+ "eval_loss": 2.201897382736206,
1100
+ "eval_runtime": 2.3586,
1101
+ "eval_samples_per_second": 303.996,
1102
+ "eval_steps_per_second": 9.752,
1103
+ "eval_wer": 0.09751418084751418,
1104
+ "step": 3650
1105
+ },
1106
+ {
1107
+ "epoch": 69.81,
1108
+ "learning_rate": 5.235649038202294e-06,
1109
+ "loss": 1.7931,
1110
+ "step": 3700
1111
+ },
1112
+ {
1113
+ "epoch": 69.81,
1114
+ "eval_loss": 2.1672749519348145,
1115
+ "eval_runtime": 2.3721,
1116
+ "eval_samples_per_second": 302.258,
1117
+ "eval_steps_per_second": 9.696,
1118
+ "eval_wer": 0.09551217884551218,
1119
+ "step": 3700
1120
+ },
1121
+ {
1122
+ "epoch": 70.75,
1123
+ "learning_rate": 4.948754195207908e-06,
1124
+ "loss": 1.789,
1125
+ "step": 3750
1126
+ },
1127
+ {
1128
+ "epoch": 70.75,
1129
+ "eval_loss": 2.1924376487731934,
1130
+ "eval_runtime": 2.242,
1131
+ "eval_samples_per_second": 319.808,
1132
+ "eval_steps_per_second": 10.259,
1133
+ "eval_wer": 0.09851518184851518,
1134
+ "step": 3750
1135
+ },
1136
+ {
1137
+ "epoch": 71.7,
1138
+ "learning_rate": 4.6673365982708805e-06,
1139
+ "loss": 1.8166,
1140
+ "step": 3800
1141
+ },
1142
+ {
1143
+ "epoch": 71.7,
1144
+ "eval_loss": 2.183880567550659,
1145
+ "eval_runtime": 2.3389,
1146
+ "eval_samples_per_second": 306.558,
1147
+ "eval_steps_per_second": 9.834,
1148
+ "eval_wer": 0.09642976309642977,
1149
+ "step": 3800
1150
+ },
1151
+ {
1152
+ "epoch": 72.64,
1153
+ "learning_rate": 4.3917013985327075e-06,
1154
+ "loss": 1.692,
1155
+ "step": 3850
1156
+ },
1157
+ {
1158
+ "epoch": 72.64,
1159
+ "eval_loss": 2.1770949363708496,
1160
+ "eval_runtime": 2.2882,
1161
+ "eval_samples_per_second": 313.348,
1162
+ "eval_steps_per_second": 10.052,
1163
+ "eval_wer": 0.09501167834501167,
1164
+ "step": 3850
1165
+ },
1166
+ {
1167
+ "epoch": 73.58,
1168
+ "learning_rate": 4.12214747707527e-06,
1169
+ "loss": 1.6898,
1170
+ "step": 3900
1171
+ },
1172
+ {
1173
+ "epoch": 73.58,
1174
+ "eval_loss": 2.162118911743164,
1175
+ "eval_runtime": 2.4655,
1176
+ "eval_samples_per_second": 290.811,
1177
+ "eval_steps_per_second": 9.329,
1178
+ "eval_wer": 0.09442776109442776,
1179
+ "step": 3900
1180
+ },
1181
+ {
1182
+ "epoch": 74.53,
1183
+ "learning_rate": 3.8589671208334414e-06,
1184
+ "loss": 1.5916,
1185
+ "step": 3950
1186
+ },
1187
+ {
1188
+ "epoch": 74.53,
1189
+ "eval_loss": 2.171839714050293,
1190
+ "eval_runtime": 2.2934,
1191
+ "eval_samples_per_second": 312.641,
1192
+ "eval_steps_per_second": 10.029,
1193
+ "eval_wer": 0.09734734734734735,
1194
+ "step": 3950
1195
+ },
1196
+ {
1197
+ "epoch": 75.47,
1198
+ "learning_rate": 3.6024457056579186e-06,
1199
+ "loss": 1.7778,
1200
+ "step": 4000
1201
+ },
1202
+ {
1203
+ "epoch": 75.47,
1204
+ "eval_loss": 2.1617255210876465,
1205
+ "eval_runtime": 2.3683,
1206
+ "eval_samples_per_second": 302.752,
1207
+ "eval_steps_per_second": 9.712,
1208
+ "eval_wer": 0.09734734734734735,
1209
+ "step": 4000
1210
+ },
1211
+ {
1212
+ "epoch": 76.42,
1213
+ "learning_rate": 3.352861386871993e-06,
1214
+ "loss": 1.6884,
1215
+ "step": 4050
1216
+ },
1217
+ {
1218
+ "epoch": 76.42,
1219
+ "eval_loss": 2.1565628051757812,
1220
+ "eval_runtime": 2.2914,
1221
+ "eval_samples_per_second": 312.914,
1222
+ "eval_steps_per_second": 10.038,
1223
+ "eval_wer": 0.09818151484818151,
1224
+ "step": 4050
1225
+ },
1226
+ {
1227
+ "epoch": 77.36,
1228
+ "learning_rate": 3.1104847976578332e-06,
1229
+ "loss": 1.7182,
1230
+ "step": 4100
1231
+ },
1232
+ {
1233
+ "epoch": 77.36,
1234
+ "eval_loss": 2.1698944568634033,
1235
+ "eval_runtime": 2.4574,
1236
+ "eval_samples_per_second": 291.777,
1237
+ "eval_steps_per_second": 9.36,
1238
+ "eval_wer": 0.09676343009676343,
1239
+ "step": 4100
1240
+ },
1241
+ {
1242
+ "epoch": 78.3,
1243
+ "learning_rate": 2.8755787555992578e-06,
1244
+ "loss": 1.6774,
1245
+ "step": 4150
1246
+ },
1247
+ {
1248
+ "epoch": 78.3,
1249
+ "eval_loss": 2.184875011444092,
1250
+ "eval_runtime": 2.4088,
1251
+ "eval_samples_per_second": 297.655,
1252
+ "eval_steps_per_second": 9.548,
1253
+ "eval_wer": 0.09642976309642977,
1254
+ "step": 4150
1255
+ },
1256
+ {
1257
+ "epoch": 79.25,
1258
+ "learning_rate": 2.6483979776992406e-06,
1259
+ "loss": 1.5921,
1260
+ "step": 4200
1261
+ },
1262
+ {
1263
+ "epoch": 79.25,
1264
+ "eval_loss": 2.1785097122192383,
1265
+ "eval_runtime": 2.2929,
1266
+ "eval_samples_per_second": 312.709,
1267
+ "eval_steps_per_second": 10.031,
1268
+ "eval_wer": 0.09617951284617951,
1269
+ "step": 4200
1270
+ },
1271
+ {
1272
+ "epoch": 80.19,
1273
+ "learning_rate": 2.429188804181195e-06,
1274
+ "loss": 1.7108,
1275
+ "step": 4250
1276
+ },
1277
+ {
1278
+ "epoch": 80.19,
1279
+ "eval_loss": 2.1641573905944824,
1280
+ "eval_runtime": 2.4247,
1281
+ "eval_samples_per_second": 295.704,
1282
+ "eval_steps_per_second": 9.486,
1283
+ "eval_wer": 0.0980980980980981,
1284
+ "step": 4250
1285
+ },
1286
+ {
1287
+ "epoch": 81.13,
1288
+ "learning_rate": 2.2181889313734763e-06,
1289
+ "loss": 1.7039,
1290
+ "step": 4300
1291
+ },
1292
+ {
1293
+ "epoch": 81.13,
1294
+ "eval_loss": 2.18363094329834,
1295
+ "eval_runtime": 2.3288,
1296
+ "eval_samples_per_second": 307.881,
1297
+ "eval_steps_per_second": 9.876,
1298
+ "eval_wer": 0.09968301634968302,
1299
+ "step": 4300
1300
+ },
1301
+ {
1302
+ "epoch": 82.08,
1303
+ "learning_rate": 2.0156271539667517e-06,
1304
+ "loss": 1.6068,
1305
+ "step": 4350
1306
+ },
1307
+ {
1308
+ "epoch": 82.08,
1309
+ "eval_loss": 2.1923670768737793,
1310
+ "eval_runtime": 2.2451,
1311
+ "eval_samples_per_second": 319.365,
1312
+ "eval_steps_per_second": 10.245,
1313
+ "eval_wer": 0.10018351685018352,
1314
+ "step": 4350
1315
+ },
1316
+ {
1317
+ "epoch": 83.02,
1318
+ "learning_rate": 1.8217231169237837e-06,
1319
+ "loss": 1.6267,
1320
+ "step": 4400
1321
+ },
1322
+ {
1323
+ "epoch": 83.02,
1324
+ "eval_loss": 2.1807827949523926,
1325
+ "eval_runtime": 2.2451,
1326
+ "eval_samples_per_second": 319.363,
1327
+ "eval_steps_per_second": 10.245,
1328
+ "eval_wer": 0.09793126459793126,
1329
+ "step": 4400
1330
+ },
1331
+ {
1332
+ "epoch": 83.96,
1333
+ "learning_rate": 1.6366870773105415e-06,
1334
+ "loss": 1.6209,
1335
+ "step": 4450
1336
+ },
1337
+ {
1338
+ "epoch": 83.96,
1339
+ "eval_loss": 2.1807706356048584,
1340
+ "eval_runtime": 2.2844,
1341
+ "eval_samples_per_second": 313.863,
1342
+ "eval_steps_per_second": 10.068,
1343
+ "eval_wer": 0.09759759759759759,
1344
+ "step": 4450
1345
+ },
1346
+ {
1347
+ "epoch": 84.91,
1348
+ "learning_rate": 1.460719676306962e-06,
1349
+ "loss": 1.6989,
1350
+ "step": 4500
1351
+ },
1352
+ {
1353
+ "epoch": 84.91,
1354
+ "eval_loss": 2.1661221981048584,
1355
+ "eval_runtime": 2.4206,
1356
+ "eval_samples_per_second": 296.21,
1357
+ "eval_steps_per_second": 9.502,
1358
+ "eval_wer": 0.09759759759759759,
1359
+ "step": 4500
1360
+ },
1361
+ {
1362
+ "epoch": 85.85,
1363
+ "learning_rate": 1.294011721644568e-06,
1364
+ "loss": 1.6126,
1365
+ "step": 4550
1366
+ },
1367
+ {
1368
+ "epoch": 85.85,
1369
+ "eval_loss": 2.1738200187683105,
1370
+ "eval_runtime": 2.2807,
1371
+ "eval_samples_per_second": 314.376,
1372
+ "eval_steps_per_second": 10.085,
1373
+ "eval_wer": 0.09884884884884886,
1374
+ "step": 4550
1375
+ },
1376
+ {
1377
+ "epoch": 86.79,
1378
+ "learning_rate": 1.1367439807068337e-06,
1379
+ "loss": 1.6623,
1380
+ "step": 4600
1381
+ },
1382
+ {
1383
+ "epoch": 86.79,
1384
+ "eval_loss": 2.1695382595062256,
1385
+ "eval_runtime": 2.2977,
1386
+ "eval_samples_per_second": 312.057,
1387
+ "eval_steps_per_second": 10.01,
1388
+ "eval_wer": 0.09793126459793126,
1389
+ "step": 4600
1390
+ },
1391
+ {
1392
+ "epoch": 87.74,
1393
+ "learning_rate": 9.890869845166518e-07,
1394
+ "loss": 1.637,
1395
+ "step": 4650
1396
+ },
1397
+ {
1398
+ "epoch": 87.74,
1399
+ "eval_loss": 2.1701598167419434,
1400
+ "eval_runtime": 2.291,
1401
+ "eval_samples_per_second": 312.966,
1402
+ "eval_steps_per_second": 10.039,
1403
+ "eval_wer": 0.09893226559893227,
1404
+ "step": 4650
1405
+ },
1406
+ {
1407
+ "epoch": 88.68,
1408
+ "learning_rate": 8.512008428234775e-07,
1409
+ "loss": 1.63,
1410
+ "step": 4700
1411
+ },
1412
+ {
1413
+ "epoch": 88.68,
1414
+ "eval_loss": 2.163140296936035,
1415
+ "eval_runtime": 2.3179,
1416
+ "eval_samples_per_second": 309.332,
1417
+ "eval_steps_per_second": 9.923,
1418
+ "eval_wer": 0.09734734734734735,
1419
+ "step": 4700
1420
+ },
1421
+ {
1422
+ "epoch": 89.62,
1423
+ "learning_rate": 7.232350704906032e-07,
1424
+ "loss": 1.6153,
1425
+ "step": 4750
1426
+ },
1427
+ {
1428
+ "epoch": 89.62,
1429
+ "eval_loss": 2.165863037109375,
1430
+ "eval_runtime": 2.2389,
1431
+ "eval_samples_per_second": 320.252,
1432
+ "eval_steps_per_second": 10.273,
1433
+ "eval_wer": 0.09851518184851518,
1434
+ "step": 4750
1435
+ },
1436
+ {
1437
+ "epoch": 90.57,
1438
+ "learning_rate": 6.053284253708547e-07,
1439
+ "loss": 1.4989,
1440
+ "step": 4800
1441
+ },
1442
+ {
1443
+ "epoch": 90.57,
1444
+ "eval_loss": 2.169069528579712,
1445
+ "eval_runtime": 2.3639,
1446
+ "eval_samples_per_second": 303.318,
1447
+ "eval_steps_per_second": 9.73,
1448
+ "eval_wer": 0.0990990990990991,
1449
+ "step": 4800
1450
+ },
1451
+ {
1452
+ "epoch": 91.51,
1453
+ "learning_rate": 4.976087578465116e-07,
1454
+ "loss": 1.7316,
1455
+ "step": 4850
1456
+ },
1457
+ {
1458
+ "epoch": 91.51,
1459
+ "eval_loss": 2.1687872409820557,
1460
+ "eval_runtime": 2.4114,
1461
+ "eval_samples_per_second": 297.337,
1462
+ "eval_steps_per_second": 9.538,
1463
+ "eval_wer": 0.0985985985985986,
1464
+ "step": 4850
1465
+ },
1466
+ {
1467
+ "epoch": 92.45,
1468
+ "learning_rate": 4.0019287219656646e-07,
1469
+ "loss": 1.4623,
1470
+ "step": 4900
1471
+ },
1472
+ {
1473
+ "epoch": 92.45,
1474
+ "eval_loss": 2.163541316986084,
1475
+ "eval_runtime": 2.4367,
1476
+ "eval_samples_per_second": 294.251,
1477
+ "eval_steps_per_second": 9.439,
1478
+ "eval_wer": 0.09801468134801468,
1479
+ "step": 4900
1480
+ },
1481
+ {
1482
+ "epoch": 93.4,
1483
+ "learning_rate": 3.1318639994168176e-07,
1484
+ "loss": 1.6932,
1485
+ "step": 4950
1486
+ },
1487
+ {
1488
+ "epoch": 93.4,
1489
+ "eval_loss": 2.1671087741851807,
1490
+ "eval_runtime": 2.3756,
1491
+ "eval_samples_per_second": 301.824,
1492
+ "eval_steps_per_second": 9.682,
1493
+ "eval_wer": 0.0985985985985986,
1494
+ "step": 4950
1495
+ },
1496
+ {
1497
+ "epoch": 94.34,
1498
+ "learning_rate": 2.366836853041621e-07,
1499
+ "loss": 1.5762,
1500
+ "step": 5000
1501
+ },
1502
+ {
1503
+ "epoch": 94.34,
1504
+ "eval_loss": 2.167776107788086,
1505
+ "eval_runtime": 2.3981,
1506
+ "eval_samples_per_second": 298.987,
1507
+ "eval_steps_per_second": 9.591,
1508
+ "eval_wer": 0.09901568234901569,
1509
+ "step": 5000
1510
+ },
1511
+ {
1512
+ "epoch": 95.28,
1513
+ "learning_rate": 1.7076768290714806e-07,
1514
+ "loss": 1.5346,
1515
+ "step": 5050
1516
+ },
1517
+ {
1518
+ "epoch": 95.28,
1519
+ "eval_loss": 2.1653971672058105,
1520
+ "eval_runtime": 2.4313,
1521
+ "eval_samples_per_second": 294.9,
1522
+ "eval_steps_per_second": 9.46,
1523
+ "eval_wer": 0.09843176509843177,
1524
+ "step": 5050
1525
+ },
1526
+ {
1527
+ "epoch": 96.23,
1528
+ "learning_rate": 1.1550986782395857e-07,
1529
+ "loss": 1.6015,
1530
+ "step": 5100
1531
+ },
1532
+ {
1533
+ "epoch": 96.23,
1534
+ "eval_loss": 2.166715383529663,
1535
+ "eval_runtime": 2.2602,
1536
+ "eval_samples_per_second": 317.23,
1537
+ "eval_steps_per_second": 10.176,
1538
+ "eval_wer": 0.0985985985985986,
1539
+ "step": 5100
1540
+ },
1541
+ {
1542
+ "epoch": 97.17,
1543
+ "learning_rate": 7.097015807511542e-08,
1544
+ "loss": 1.5609,
1545
+ "step": 5150
1546
+ },
1547
+ {
1548
+ "epoch": 97.17,
1549
+ "eval_loss": 2.1653175354003906,
1550
+ "eval_runtime": 2.2916,
1551
+ "eval_samples_per_second": 312.882,
1552
+ "eval_steps_per_second": 10.037,
1553
+ "eval_wer": 0.09818151484818151,
1554
+ "step": 5150
1555
+ },
1556
+ {
1557
+ "epoch": 98.11,
1558
+ "learning_rate": 3.71968496571018e-08,
1559
+ "loss": 1.6414,
1560
+ "step": 5200
1561
+ },
1562
+ {
1563
+ "epoch": 98.11,
1564
+ "eval_loss": 2.1648495197296143,
1565
+ "eval_runtime": 2.2488,
1566
+ "eval_samples_per_second": 318.838,
1567
+ "eval_steps_per_second": 10.228,
1568
+ "eval_wer": 0.09826493159826494,
1569
+ "step": 5200
1570
+ },
1571
+ {
1572
+ "epoch": 99.06,
1573
+ "learning_rate": 1.4579919805198795e-08,
1574
+ "loss": 1.581,
1575
+ "step": 5250
1576
+ },
1577
+ {
1578
+ "epoch": 99.06,
1579
+ "eval_loss": 2.166619300842285,
1580
+ "eval_runtime": 2.3312,
1581
+ "eval_samples_per_second": 307.572,
1582
+ "eval_steps_per_second": 9.866,
1583
+ "eval_wer": 0.09868201534868201,
1584
+ "step": 5250
1585
+ },
1586
+ {
1587
+ "epoch": 100.0,
1588
+ "learning_rate": 2.2208379630039858e-09,
1589
+ "loss": 1.6469,
1590
+ "step": 5300
1591
+ },
1592
+ {
1593
+ "epoch": 100.0,
1594
+ "eval_loss": 2.1651339530944824,
1595
+ "eval_runtime": 2.2476,
1596
+ "eval_samples_per_second": 319.01,
1597
+ "eval_steps_per_second": 10.233,
1598
+ "eval_wer": 0.09851518184851518,
1599
+ "step": 5300
1600
+ },
1601
+ {
1602
+ "epoch": 100.0,
1603
+ "step": 5300,
1604
+ "total_flos": 8.039557232590848e+16,
1605
+ "train_loss": 30.018039647228314,
1606
+ "train_runtime": 4054.7018,
1607
+ "train_samples_per_second": 83.459,
1608
+ "train_steps_per_second": 1.307
1609
+ }
1610
+ ],
1611
+ "logging_steps": 50,
1612
+ "max_steps": 5300,
1613
+ "num_train_epochs": 100,
1614
+ "save_steps": 50,
1615
+ "total_flos": 8.039557232590848e+16,
1616
+ "trial_name": null,
1617
+ "trial_params": null
1618
+ }