LegolasTheElf commited on
Commit
1b1c786
1 Parent(s): e5b773d

End of training

Browse files
all_results.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 12.0,
3
+ "total_flos": 5.018412278085267e+19,
4
+ "train_loss": 0.24150397533025497,
5
+ "train_runtime": 25397.5173,
6
+ "train_samples_per_second": 18.876,
7
+ "train_steps_per_second": 0.295
8
+ }
pytorch_model.bin CHANGED
@@ -1,3 +1,3 @@
1
  version https://git-lfs.github.com/spec/v1
2
- oid sha256:7973ec066888e1ec26f79550d3edb4d084fd31f78354e160325395a2afcdc3e1
3
  size 1262227057
1
  version https://git-lfs.github.com/spec/v1
2
+ oid sha256:2d8ba89b74d9af18fd22ea5414a67a0ad277aad9f2dc5ea50943c38d22fc983c
3
  size 1262227057
train_results.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 12.0,
3
+ "total_flos": 5.018412278085267e+19,
4
+ "train_loss": 0.24150397533025497,
5
+ "train_runtime": 25397.5173,
6
+ "train_samples_per_second": 18.876,
7
+ "train_steps_per_second": 0.295
8
+ }
trainer_state.json ADDED
@@ -0,0 +1,329 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": null,
3
+ "best_model_checkpoint": null,
4
+ "epoch": 11.999599519423308,
5
+ "global_step": 7488,
6
+ "is_hyper_param_search": false,
7
+ "is_local_process_zero": true,
8
+ "is_world_process_zero": true,
9
+ "log_history": [
10
+ {
11
+ "epoch": 0.48,
12
+ "learning_rate": 9.836092715231788e-05,
13
+ "loss": 7.1097,
14
+ "step": 300
15
+ },
16
+ {
17
+ "epoch": 0.48,
18
+ "eval_cer": 0.9965361196010141,
19
+ "eval_loss": 3.3989405632019043,
20
+ "eval_runtime": 296.7149,
21
+ "eval_samples_per_second": 12.952,
22
+ "eval_steps_per_second": 1.621,
23
+ "eval_wer": 1.0,
24
+ "step": 300
25
+ },
26
+ {
27
+ "epoch": 0.96,
28
+ "learning_rate": 9.339403973509933e-05,
29
+ "loss": 3.0235,
30
+ "step": 600
31
+ },
32
+ {
33
+ "epoch": 0.96,
34
+ "eval_cer": 0.31626033596322883,
35
+ "eval_loss": 1.3183486461639404,
36
+ "eval_runtime": 296.8438,
37
+ "eval_samples_per_second": 12.946,
38
+ "eval_steps_per_second": 1.62,
39
+ "eval_wer": 0.7976831955321887,
40
+ "step": 600
41
+ },
42
+ {
43
+ "epoch": 1.44,
44
+ "learning_rate": 8.84271523178808e-05,
45
+ "loss": 1.1419,
46
+ "step": 900
47
+ },
48
+ {
49
+ "epoch": 1.44,
50
+ "eval_cer": 0.19131423697490937,
51
+ "eval_loss": 0.6415870785713196,
52
+ "eval_runtime": 297.4006,
53
+ "eval_samples_per_second": 12.922,
54
+ "eval_steps_per_second": 1.617,
55
+ "eval_wer": 0.5543314644734832,
56
+ "step": 900
57
+ },
58
+ {
59
+ "epoch": 1.92,
60
+ "learning_rate": 8.346026490066225e-05,
61
+ "loss": 0.8242,
62
+ "step": 1200
63
+ },
64
+ {
65
+ "epoch": 1.92,
66
+ "eval_cer": 0.16081218755182788,
67
+ "eval_loss": 0.5063228011131287,
68
+ "eval_runtime": 296.5772,
69
+ "eval_samples_per_second": 12.958,
70
+ "eval_steps_per_second": 1.622,
71
+ "eval_wer": 0.4804206025436855,
72
+ "step": 1200
73
+ },
74
+ {
75
+ "epoch": 2.56,
76
+ "learning_rate": 7.683774834437087e-05,
77
+ "loss": 0.6876,
78
+ "step": 1600
79
+ },
80
+ {
81
+ "epoch": 2.56,
82
+ "eval_cer": 0.1387068495747151,
83
+ "eval_loss": 0.44008567929267883,
84
+ "eval_runtime": 296.3457,
85
+ "eval_samples_per_second": 12.968,
86
+ "eval_steps_per_second": 1.623,
87
+ "eval_wer": 0.42799799297541397,
88
+ "step": 1600
89
+ },
90
+ {
91
+ "epoch": 3.21,
92
+ "learning_rate": 7.021523178807947e-05,
93
+ "loss": 0.5868,
94
+ "step": 2000
95
+ },
96
+ {
97
+ "epoch": 3.21,
98
+ "eval_cer": 0.12487975928163575,
99
+ "eval_loss": 0.39397352933883667,
100
+ "eval_runtime": 295.9984,
101
+ "eval_samples_per_second": 12.983,
102
+ "eval_steps_per_second": 1.625,
103
+ "eval_wer": 0.3906716987717882,
104
+ "step": 2000
105
+ },
106
+ {
107
+ "epoch": 3.85,
108
+ "learning_rate": 6.359271523178809e-05,
109
+ "loss": 0.5285,
110
+ "step": 2400
111
+ },
112
+ {
113
+ "epoch": 3.85,
114
+ "eval_cer": 0.1200464377946786,
115
+ "eval_loss": 0.36609867215156555,
116
+ "eval_runtime": 296.3002,
117
+ "eval_samples_per_second": 12.97,
118
+ "eval_steps_per_second": 1.623,
119
+ "eval_wer": 0.3762952943999651,
120
+ "step": 2400
121
+ },
122
+ {
123
+ "epoch": 4.49,
124
+ "learning_rate": 6.433863885839737e-05,
125
+ "loss": 0.5,
126
+ "step": 2800
127
+ },
128
+ {
129
+ "epoch": 4.49,
130
+ "eval_cer": 0.11358305494349279,
131
+ "eval_loss": 0.35275039076805115,
132
+ "eval_runtime": 294.0242,
133
+ "eval_samples_per_second": 13.07,
134
+ "eval_steps_per_second": 1.636,
135
+ "eval_wer": 0.36098082418900934,
136
+ "step": 2800
137
+ },
138
+ {
139
+ "epoch": 5.13,
140
+ "learning_rate": 5.885016465422613e-05,
141
+ "loss": 0.4538,
142
+ "step": 3200
143
+ },
144
+ {
145
+ "epoch": 5.13,
146
+ "eval_cer": 0.10862653114412302,
147
+ "eval_loss": 0.34030598402023315,
148
+ "eval_runtime": 295.0902,
149
+ "eval_samples_per_second": 13.023,
150
+ "eval_steps_per_second": 1.63,
151
+ "eval_wer": 0.34854599794934443,
152
+ "step": 3200
153
+ },
154
+ {
155
+ "epoch": 5.77,
156
+ "learning_rate": 5.336169045005489e-05,
157
+ "loss": 0.4165,
158
+ "step": 3600
159
+ },
160
+ {
161
+ "epoch": 5.77,
162
+ "eval_cer": 0.1061861776482574,
163
+ "eval_loss": 0.33348363637924194,
164
+ "eval_runtime": 294.4649,
165
+ "eval_samples_per_second": 13.051,
166
+ "eval_steps_per_second": 1.633,
167
+ "eval_wer": 0.3438774842383124,
168
+ "step": 3600
169
+ },
170
+ {
171
+ "epoch": 6.41,
172
+ "learning_rate": 4.787321624588365e-05,
173
+ "loss": 0.3989,
174
+ "step": 4000
175
+ },
176
+ {
177
+ "epoch": 6.41,
178
+ "eval_cer": 0.1035941905371147,
179
+ "eval_loss": 0.3264155387878418,
180
+ "eval_runtime": 294.7693,
181
+ "eval_samples_per_second": 13.037,
182
+ "eval_steps_per_second": 1.632,
183
+ "eval_wer": 0.3339950697004734,
184
+ "step": 4000
185
+ },
186
+ {
187
+ "epoch": 7.05,
188
+ "learning_rate": 4.2384742041712404e-05,
189
+ "loss": 0.3679,
190
+ "step": 4400
191
+ },
192
+ {
193
+ "epoch": 7.05,
194
+ "eval_cer": 0.10127703935366171,
195
+ "eval_loss": 0.3256165385246277,
196
+ "eval_runtime": 293.9503,
197
+ "eval_samples_per_second": 13.074,
198
+ "eval_steps_per_second": 1.636,
199
+ "eval_wer": 0.3287375379044045,
200
+ "step": 4400
201
+ },
202
+ {
203
+ "epoch": 7.69,
204
+ "learning_rate": 3.689626783754117e-05,
205
+ "loss": 0.3517,
206
+ "step": 4800
207
+ },
208
+ {
209
+ "epoch": 7.69,
210
+ "eval_cer": 0.10020612694576729,
211
+ "eval_loss": 0.3212122619152069,
212
+ "eval_runtime": 293.3063,
213
+ "eval_samples_per_second": 13.102,
214
+ "eval_steps_per_second": 1.64,
215
+ "eval_wer": 0.32230196993826216,
216
+ "step": 4800
217
+ },
218
+ {
219
+ "epoch": 8.33,
220
+ "learning_rate": 3.142151481888035e-05,
221
+ "loss": 0.3357,
222
+ "step": 5200
223
+ },
224
+ {
225
+ "epoch": 8.33,
226
+ "eval_cer": 0.09861871253583529,
227
+ "eval_loss": 0.317330539226532,
228
+ "eval_runtime": 293.5785,
229
+ "eval_samples_per_second": 13.09,
230
+ "eval_steps_per_second": 1.638,
231
+ "eval_wer": 0.3196404808132813,
232
+ "step": 5200
233
+ },
234
+ {
235
+ "epoch": 8.97,
236
+ "learning_rate": 2.5933040614709113e-05,
237
+ "loss": 0.3225,
238
+ "step": 5600
239
+ },
240
+ {
241
+ "epoch": 8.97,
242
+ "eval_cer": 0.09852868007676452,
243
+ "eval_loss": 0.31416377425193787,
244
+ "eval_runtime": 294.148,
245
+ "eval_samples_per_second": 13.065,
246
+ "eval_steps_per_second": 1.635,
247
+ "eval_wer": 0.31769890268112305,
248
+ "step": 5600
249
+ },
250
+ {
251
+ "epoch": 9.62,
252
+ "learning_rate": 2.044456641053787e-05,
253
+ "loss": 0.3057,
254
+ "step": 6000
255
+ },
256
+ {
257
+ "epoch": 9.62,
258
+ "eval_cer": 0.09754780012794086,
259
+ "eval_loss": 0.31993794441223145,
260
+ "eval_runtime": 293.1881,
261
+ "eval_samples_per_second": 13.108,
262
+ "eval_steps_per_second": 1.641,
263
+ "eval_wer": 0.3155828006719169,
264
+ "step": 6000
265
+ },
266
+ {
267
+ "epoch": 10.26,
268
+ "learning_rate": 1.4956092206366632e-05,
269
+ "loss": 0.2972,
270
+ "step": 6400
271
+ },
272
+ {
273
+ "epoch": 10.26,
274
+ "eval_cer": 0.09668064539057503,
275
+ "eval_loss": 0.3139244616031647,
276
+ "eval_runtime": 292.3994,
277
+ "eval_samples_per_second": 13.143,
278
+ "eval_steps_per_second": 1.645,
279
+ "eval_wer": 0.3127686031545191,
280
+ "step": 6400
281
+ },
282
+ {
283
+ "epoch": 10.9,
284
+ "learning_rate": 9.46761800219539e-06,
285
+ "loss": 0.2881,
286
+ "step": 6800
287
+ },
288
+ {
289
+ "epoch": 10.9,
290
+ "eval_cer": 0.09570450399222878,
291
+ "eval_loss": 0.31835824251174927,
292
+ "eval_runtime": 293.4248,
293
+ "eval_samples_per_second": 13.097,
294
+ "eval_steps_per_second": 1.639,
295
+ "eval_wer": 0.31065250114531295,
296
+ "step": 6800
297
+ },
298
+ {
299
+ "epoch": 11.54,
300
+ "learning_rate": 3.979143798024149e-06,
301
+ "loss": 0.2791,
302
+ "step": 7200
303
+ },
304
+ {
305
+ "epoch": 11.54,
306
+ "eval_cer": 0.09584192195607363,
307
+ "eval_loss": 0.3184186816215515,
308
+ "eval_runtime": 293.2834,
309
+ "eval_samples_per_second": 13.103,
310
+ "eval_steps_per_second": 1.64,
311
+ "eval_wer": 0.31036889984511007,
312
+ "step": 7200
313
+ },
314
+ {
315
+ "epoch": 12.0,
316
+ "step": 7488,
317
+ "total_flos": 5.018412278085267e+19,
318
+ "train_loss": 0.24150397533025497,
319
+ "train_runtime": 25397.5173,
320
+ "train_samples_per_second": 18.876,
321
+ "train_steps_per_second": 0.295
322
+ }
323
+ ],
324
+ "max_steps": 7488,
325
+ "num_train_epochs": 12,
326
+ "total_flos": 5.018412278085267e+19,
327
+ "trial_name": null,
328
+ "trial_params": null
329
+ }