File size: 5,388 Bytes
dcd30ec
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1
2
3
4
5
6
7
8
9
10
11
12
13
14
15
16
17
18
19
20
21
22
23
24
25
26
27
28
29
30
31
32
33
34
35
36
37
38
39
40
41
42
43
44
45
46
47
48
49
50
51
52
53
54
55
56
57
58
59
60
61
62
63
64
65
66
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
88
89
90
91
92
93
94
95
96
97
98
99
100
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
147
148
149
150
151
152
153
154
155
156
157
158
159
160
161
162
163
164
165
166
167
168
169
170
171
172
173
174
175
176
177
178
179
180
181
182
183
184
185
186
187
188
189
190
191
192
193
194
195
196
197
198
199
200
201
202
203
204
205
206
207
208
209
210
211
212
213
214
215
216
217
218
219
220
221
222
223
224
225
226
227
228
229
230
231
232
233
234
235
236
237
238
239
240
241
242
243
244
245
246
247
248
249
250
251
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 103.44827586206897,
  "global_step": 3000,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 3.45,
      "learning_rate": 7.2e-06,
      "loss": 16.2031,
      "step": 100
    },
    {
      "epoch": 6.9,
      "learning_rate": 1.47e-05,
      "loss": 6.6774,
      "step": 200
    },
    {
      "epoch": 10.34,
      "learning_rate": 2.2199999999999998e-05,
      "loss": 4.7603,
      "step": 300
    },
    {
      "epoch": 13.79,
      "learning_rate": 2.97e-05,
      "loss": 3.9198,
      "step": 400
    },
    {
      "epoch": 17.24,
      "learning_rate": 3.7199999999999996e-05,
      "loss": 3.5558,
      "step": 500
    },
    {
      "epoch": 17.24,
      "eval_loss": 3.5216922760009766,
      "eval_runtime": 2.4797,
      "eval_samples_per_second": 108.882,
      "eval_steps_per_second": 3.629,
      "eval_wer": 0.9812865497076023,
      "step": 500
    },
    {
      "epoch": 20.69,
      "learning_rate": 4.4699999999999996e-05,
      "loss": 3.4799,
      "step": 600
    },
    {
      "epoch": 24.14,
      "learning_rate": 5.2199999999999995e-05,
      "loss": 3.4271,
      "step": 700
    },
    {
      "epoch": 27.59,
      "learning_rate": 5.97e-05,
      "loss": 3.2779,
      "step": 800
    },
    {
      "epoch": 31.03,
      "learning_rate": 6.72e-05,
      "loss": 2.9317,
      "step": 900
    },
    {
      "epoch": 34.48,
      "learning_rate": 7.47e-05,
      "loss": 2.2202,
      "step": 1000
    },
    {
      "epoch": 34.48,
      "eval_loss": 0.9991578459739685,
      "eval_runtime": 1.9665,
      "eval_samples_per_second": 137.299,
      "eval_steps_per_second": 4.577,
      "eval_wer": 0.2637958532695375,
      "step": 1000
    },
    {
      "epoch": 37.93,
      "learning_rate": 7.285074626865672e-05,
      "loss": 1.835,
      "step": 1100
    },
    {
      "epoch": 41.38,
      "learning_rate": 7.061194029850745e-05,
      "loss": 1.653,
      "step": 1200
    },
    {
      "epoch": 44.83,
      "learning_rate": 6.83731343283582e-05,
      "loss": 1.5243,
      "step": 1300
    },
    {
      "epoch": 48.28,
      "learning_rate": 6.613432835820895e-05,
      "loss": 1.4343,
      "step": 1400
    },
    {
      "epoch": 51.72,
      "learning_rate": 6.38955223880597e-05,
      "loss": 1.376,
      "step": 1500
    },
    {
      "epoch": 51.72,
      "eval_loss": 0.5396047830581665,
      "eval_runtime": 1.8956,
      "eval_samples_per_second": 142.435,
      "eval_steps_per_second": 4.748,
      "eval_wer": 0.1946836788942052,
      "step": 1500
    },
    {
      "epoch": 55.17,
      "learning_rate": 6.165671641791044e-05,
      "loss": 1.3168,
      "step": 1600
    },
    {
      "epoch": 58.62,
      "learning_rate": 5.941791044776119e-05,
      "loss": 1.2773,
      "step": 1700
    },
    {
      "epoch": 62.07,
      "learning_rate": 5.717910447761193e-05,
      "loss": 1.2455,
      "step": 1800
    },
    {
      "epoch": 65.52,
      "learning_rate": 5.494029850746268e-05,
      "loss": 1.1881,
      "step": 1900
    },
    {
      "epoch": 68.97,
      "learning_rate": 5.272388059701492e-05,
      "loss": 1.1565,
      "step": 2000
    },
    {
      "epoch": 68.97,
      "eval_loss": 0.4707144498825073,
      "eval_runtime": 1.8963,
      "eval_samples_per_second": 142.381,
      "eval_steps_per_second": 4.746,
      "eval_wer": 0.1773524720893142,
      "step": 2000
    },
    {
      "epoch": 72.41,
      "learning_rate": 5.048507462686567e-05,
      "loss": 1.1295,
      "step": 2100
    },
    {
      "epoch": 75.86,
      "learning_rate": 4.8268656716417906e-05,
      "loss": 1.0983,
      "step": 2200
    },
    {
      "epoch": 79.31,
      "learning_rate": 4.6029850746268655e-05,
      "loss": 1.0716,
      "step": 2300
    },
    {
      "epoch": 82.76,
      "learning_rate": 4.37910447761194e-05,
      "loss": 1.0582,
      "step": 2400
    },
    {
      "epoch": 86.21,
      "learning_rate": 4.155223880597015e-05,
      "loss": 1.0112,
      "step": 2500
    },
    {
      "epoch": 86.21,
      "eval_loss": 0.46029242873191833,
      "eval_runtime": 1.9007,
      "eval_samples_per_second": 142.05,
      "eval_steps_per_second": 4.735,
      "eval_wer": 0.17533227006911217,
      "step": 2500
    },
    {
      "epoch": 89.66,
      "learning_rate": 3.931343283582089e-05,
      "loss": 0.9962,
      "step": 2600
    },
    {
      "epoch": 93.1,
      "learning_rate": 3.707462686567164e-05,
      "loss": 0.9746,
      "step": 2700
    },
    {
      "epoch": 96.55,
      "learning_rate": 3.483582089552238e-05,
      "loss": 0.9592,
      "step": 2800
    },
    {
      "epoch": 100.0,
      "learning_rate": 3.259701492537313e-05,
      "loss": 0.9364,
      "step": 2900
    },
    {
      "epoch": 103.45,
      "learning_rate": 3.0358208955223878e-05,
      "loss": 0.9387,
      "step": 3000
    },
    {
      "epoch": 103.45,
      "eval_loss": 0.4466392397880554,
      "eval_runtime": 1.9017,
      "eval_samples_per_second": 141.977,
      "eval_steps_per_second": 4.733,
      "eval_wer": 0.1721424774056353,
      "step": 3000
    }
  ],
  "max_steps": 4350,
  "num_train_epochs": 150,
  "total_flos": 1.2910510097926455e+19,
  "trial_name": null,
  "trial_params": null
}