DrishtiSharma commited on
Commit
65dc9a8
1 Parent(s): ebba215

End of training

Browse files
Files changed (4) hide show
  1. all_results.json +14 -0
  2. eval_results.json +9 -0
  3. train_results.json +8 -0
  4. trainer_state.json +331 -0
all_results.json ADDED
@@ -0,0 +1,14 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 100.0,
3
+ "eval_loss": 0.28546908497810364,
4
+ "eval_runtime": 36.8636,
5
+ "eval_samples": 1193,
6
+ "eval_samples_per_second": 32.363,
7
+ "eval_steps_per_second": 1.031,
8
+ "eval_wer": 0.240081979212414,
9
+ "train_loss": 1.2572689837944218,
10
+ "train_runtime": 11083.5384,
11
+ "train_samples": 2606,
12
+ "train_samples_per_second": 23.512,
13
+ "train_steps_per_second": 0.74
14
+ }
eval_results.json ADDED
@@ -0,0 +1,9 @@
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 100.0,
3
+ "eval_loss": 0.28546908497810364,
4
+ "eval_runtime": 36.8636,
5
+ "eval_samples": 1193,
6
+ "eval_samples_per_second": 32.363,
7
+ "eval_steps_per_second": 1.031,
8
+ "eval_wer": 0.240081979212414
9
+ }
train_results.json ADDED
@@ -0,0 +1,8 @@
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "epoch": 100.0,
3
+ "train_loss": 1.2572689837944218,
4
+ "train_runtime": 11083.5384,
5
+ "train_samples": 2606,
6
+ "train_samples_per_second": 23.512,
7
+ "train_steps_per_second": 0.74
8
+ }
trainer_state.json ADDED
@@ -0,0 +1,331 @@
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
+ {
2
+ "best_metric": null,
3
+ "best_model_checkpoint": null,
4
+ "epoch": 100.0,
5
+ "global_step": 8200,
6
+ "is_hyper_param_search": false,
7
+ "is_local_process_zero": true,
8
+ "is_world_process_zero": true,
9
+ "log_history": [
10
+ {
11
+ "epoch": 3.66,
12
+ "learning_rate": 2.0859999999999997e-05,
13
+ "loss": 6.9294,
14
+ "step": 300
15
+ },
16
+ {
17
+ "epoch": 6.1,
18
+ "eval_loss": 2.971196413040161,
19
+ "eval_runtime": 36.7267,
20
+ "eval_samples_per_second": 32.483,
21
+ "eval_steps_per_second": 1.035,
22
+ "eval_wer": 1.0,
23
+ "step": 500
24
+ },
25
+ {
26
+ "epoch": 7.32,
27
+ "learning_rate": 4.1859999999999996e-05,
28
+ "loss": 3.05,
29
+ "step": 600
30
+ },
31
+ {
32
+ "epoch": 10.98,
33
+ "learning_rate": 6.285999999999999e-05,
34
+ "loss": 2.8305,
35
+ "step": 900
36
+ },
37
+ {
38
+ "epoch": 12.2,
39
+ "eval_loss": 1.707324504852295,
40
+ "eval_runtime": 37.8146,
41
+ "eval_samples_per_second": 31.549,
42
+ "eval_steps_per_second": 1.005,
43
+ "eval_wer": 0.9478846435368175,
44
+ "step": 1000
45
+ },
46
+ {
47
+ "epoch": 14.63,
48
+ "learning_rate": 6.8075e-05,
49
+ "loss": 2.0414,
50
+ "step": 1200
51
+ },
52
+ {
53
+ "epoch": 18.29,
54
+ "learning_rate": 6.515833333333332e-05,
55
+ "loss": 1.4795,
56
+ "step": 1500
57
+ },
58
+ {
59
+ "epoch": 18.29,
60
+ "eval_loss": 0.5756120681762695,
61
+ "eval_runtime": 37.4871,
62
+ "eval_samples_per_second": 31.824,
63
+ "eval_steps_per_second": 1.014,
64
+ "eval_wer": 0.6397306397306397,
65
+ "step": 1500
66
+ },
67
+ {
68
+ "epoch": 21.95,
69
+ "learning_rate": 6.224166666666666e-05,
70
+ "loss": 1.3433,
71
+ "step": 1800
72
+ },
73
+ {
74
+ "epoch": 24.39,
75
+ "eval_loss": 0.4967685639858246,
76
+ "eval_runtime": 37.9583,
77
+ "eval_samples_per_second": 31.429,
78
+ "eval_steps_per_second": 1.001,
79
+ "eval_wer": 0.5423803249890207,
80
+ "step": 2000
81
+ },
82
+ {
83
+ "epoch": 25.61,
84
+ "learning_rate": 5.9325e-05,
85
+ "loss": 1.2567,
86
+ "step": 2100
87
+ },
88
+ {
89
+ "epoch": 29.27,
90
+ "learning_rate": 5.6408333333333327e-05,
91
+ "loss": 1.1766,
92
+ "step": 2400
93
+ },
94
+ {
95
+ "epoch": 30.49,
96
+ "eval_loss": 0.4184603989124298,
97
+ "eval_runtime": 37.222,
98
+ "eval_samples_per_second": 32.051,
99
+ "eval_steps_per_second": 1.021,
100
+ "eval_wer": 0.4743083003952569,
101
+ "step": 2500
102
+ },
103
+ {
104
+ "epoch": 32.93,
105
+ "learning_rate": 5.349166666666666e-05,
106
+ "loss": 1.0943,
107
+ "step": 2700
108
+ },
109
+ {
110
+ "epoch": 36.59,
111
+ "learning_rate": 5.0574999999999996e-05,
112
+ "loss": 1.0017,
113
+ "step": 3000
114
+ },
115
+ {
116
+ "epoch": 36.59,
117
+ "eval_loss": 0.3302731513977051,
118
+ "eval_runtime": 36.8764,
119
+ "eval_samples_per_second": 32.351,
120
+ "eval_steps_per_second": 1.03,
121
+ "eval_wer": 0.35778070560679254,
122
+ "step": 3000
123
+ },
124
+ {
125
+ "epoch": 40.24,
126
+ "learning_rate": 4.7658333333333324e-05,
127
+ "loss": 0.9358,
128
+ "step": 3300
129
+ },
130
+ {
131
+ "epoch": 42.68,
132
+ "eval_loss": 0.30026641488075256,
133
+ "eval_runtime": 37.9381,
134
+ "eval_samples_per_second": 31.446,
135
+ "eval_steps_per_second": 1.002,
136
+ "eval_wer": 0.3050797833406529,
137
+ "step": 3500
138
+ },
139
+ {
140
+ "epoch": 43.9,
141
+ "learning_rate": 4.4741666666666665e-05,
142
+ "loss": 0.8798,
143
+ "step": 3600
144
+ },
145
+ {
146
+ "epoch": 47.56,
147
+ "learning_rate": 4.183472222222222e-05,
148
+ "loss": 0.8358,
149
+ "step": 3900
150
+ },
151
+ {
152
+ "epoch": 48.78,
153
+ "eval_loss": 0.30453845858573914,
154
+ "eval_runtime": 36.3987,
155
+ "eval_samples_per_second": 32.776,
156
+ "eval_steps_per_second": 1.044,
157
+ "eval_wer": 0.2883911579563753,
158
+ "step": 4000
159
+ },
160
+ {
161
+ "epoch": 51.22,
162
+ "learning_rate": 3.8918055555555554e-05,
163
+ "loss": 0.8059,
164
+ "step": 4200
165
+ },
166
+ {
167
+ "epoch": 54.88,
168
+ "learning_rate": 3.600138888888889e-05,
169
+ "loss": 0.7647,
170
+ "step": 4500
171
+ },
172
+ {
173
+ "epoch": 54.88,
174
+ "eval_loss": 0.2865545451641083,
175
+ "eval_runtime": 36.6315,
176
+ "eval_samples_per_second": 32.568,
177
+ "eval_steps_per_second": 1.037,
178
+ "eval_wer": 0.2677499634021373,
179
+ "step": 4500
180
+ },
181
+ {
182
+ "epoch": 58.54,
183
+ "learning_rate": 3.3084722222222216e-05,
184
+ "loss": 0.7482,
185
+ "step": 4800
186
+ },
187
+ {
188
+ "epoch": 60.98,
189
+ "eval_loss": 0.2829342782497406,
190
+ "eval_runtime": 36.4673,
191
+ "eval_samples_per_second": 32.714,
192
+ "eval_steps_per_second": 1.042,
193
+ "eval_wer": 0.2585273020055629,
194
+ "step": 5000
195
+ },
196
+ {
197
+ "epoch": 62.2,
198
+ "learning_rate": 3.016805555555555e-05,
199
+ "loss": 0.7223,
200
+ "step": 5100
201
+ },
202
+ {
203
+ "epoch": 65.85,
204
+ "learning_rate": 2.725138888888889e-05,
205
+ "loss": 0.6943,
206
+ "step": 5400
207
+ },
208
+ {
209
+ "epoch": 67.07,
210
+ "eval_loss": 0.2782347798347473,
211
+ "eval_runtime": 37.212,
212
+ "eval_samples_per_second": 32.06,
213
+ "eval_steps_per_second": 1.021,
214
+ "eval_wer": 0.24784072610159566,
215
+ "step": 5500
216
+ },
217
+ {
218
+ "epoch": 69.51,
219
+ "learning_rate": 2.433472222222222e-05,
220
+ "loss": 0.6758,
221
+ "step": 5700
222
+ },
223
+ {
224
+ "epoch": 73.17,
225
+ "learning_rate": 2.1418055555555552e-05,
226
+ "loss": 0.6586,
227
+ "step": 6000
228
+ },
229
+ {
230
+ "epoch": 73.17,
231
+ "eval_loss": 0.2911244034767151,
232
+ "eval_runtime": 36.7087,
233
+ "eval_samples_per_second": 32.499,
234
+ "eval_steps_per_second": 1.035,
235
+ "eval_wer": 0.25369638413116674,
236
+ "step": 6000
237
+ },
238
+ {
239
+ "epoch": 76.83,
240
+ "learning_rate": 1.850138888888889e-05,
241
+ "loss": 0.6425,
242
+ "step": 6300
243
+ },
244
+ {
245
+ "epoch": 79.27,
246
+ "eval_loss": 0.2817089259624481,
247
+ "eval_runtime": 36.6478,
248
+ "eval_samples_per_second": 32.553,
249
+ "eval_steps_per_second": 1.037,
250
+ "eval_wer": 0.24623042014346364,
251
+ "step": 6500
252
+ },
253
+ {
254
+ "epoch": 80.49,
255
+ "learning_rate": 1.558472222222222e-05,
256
+ "loss": 0.6313,
257
+ "step": 6600
258
+ },
259
+ {
260
+ "epoch": 84.15,
261
+ "learning_rate": 1.2677777777777776e-05,
262
+ "loss": 0.6067,
263
+ "step": 6900
264
+ },
265
+ {
266
+ "epoch": 85.37,
267
+ "eval_loss": 0.29103317856788635,
268
+ "eval_runtime": 37.7988,
269
+ "eval_samples_per_second": 31.562,
270
+ "eval_steps_per_second": 1.005,
271
+ "eval_wer": 0.24359537403015663,
272
+ "step": 7000
273
+ },
274
+ {
275
+ "epoch": 87.8,
276
+ "learning_rate": 9.761111111111111e-06,
277
+ "loss": 0.6064,
278
+ "step": 7200
279
+ },
280
+ {
281
+ "epoch": 91.46,
282
+ "learning_rate": 6.844444444444444e-06,
283
+ "loss": 0.5974,
284
+ "step": 7500
285
+ },
286
+ {
287
+ "epoch": 91.46,
288
+ "eval_loss": 0.28752732276916504,
289
+ "eval_runtime": 38.6504,
290
+ "eval_samples_per_second": 30.866,
291
+ "eval_steps_per_second": 0.983,
292
+ "eval_wer": 0.24300980822719953,
293
+ "step": 7500
294
+ },
295
+ {
296
+ "epoch": 95.12,
297
+ "learning_rate": 3.927777777777777e-06,
298
+ "loss": 0.5812,
299
+ "step": 7800
300
+ },
301
+ {
302
+ "epoch": 97.56,
303
+ "eval_loss": 0.2852196991443634,
304
+ "eval_runtime": 38.817,
305
+ "eval_samples_per_second": 30.734,
306
+ "eval_steps_per_second": 0.979,
307
+ "eval_wer": 0.23964280486019615,
308
+ "step": 8000
309
+ },
310
+ {
311
+ "epoch": 98.78,
312
+ "learning_rate": 1.011111111111111e-06,
313
+ "loss": 0.5804,
314
+ "step": 8100
315
+ },
316
+ {
317
+ "epoch": 100.0,
318
+ "step": 8200,
319
+ "total_flos": 2.6094292924080824e+19,
320
+ "train_loss": 1.2572689837944218,
321
+ "train_runtime": 11083.5384,
322
+ "train_samples_per_second": 23.512,
323
+ "train_steps_per_second": 0.74
324
+ }
325
+ ],
326
+ "max_steps": 8200,
327
+ "num_train_epochs": 100,
328
+ "total_flos": 2.6094292924080824e+19,
329
+ "trial_name": null,
330
+ "trial_params": null
331
+ }