File size: 6,163 Bytes
afba1ec
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
252
253
254
255
256
257
258
259
260
261
262
263
264
265
266
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 149.9777777777778,
  "global_step": 3300,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 9.09,
      "learning_rate": 4.3956000000000004e-05,
      "loss": 9.6799,
      "step": 200
    },
    {
      "epoch": 9.09,
      "eval_loss": 3.611884593963623,
      "eval_runtime": 14.8755,
      "eval_samples_per_second": 22.588,
      "eval_steps_per_second": 2.823,
      "eval_wer": 1.0,
      "step": 200
    },
    {
      "epoch": 18.18,
      "learning_rate": 8.8356e-05,
      "loss": 3.1332,
      "step": 400
    },
    {
      "epoch": 18.18,
      "eval_loss": 2.535223960876465,
      "eval_runtime": 14.5917,
      "eval_samples_per_second": 23.027,
      "eval_steps_per_second": 2.878,
      "eval_wer": 1.005,
      "step": 400
    },
    {
      "epoch": 27.27,
      "learning_rate": 0.000132756,
      "loss": 1.0465,
      "step": 600
    },
    {
      "epoch": 27.27,
      "eval_loss": 0.6169007420539856,
      "eval_runtime": 14.7692,
      "eval_samples_per_second": 22.75,
      "eval_steps_per_second": 2.844,
      "eval_wer": 0.682,
      "step": 600
    },
    {
      "epoch": 36.36,
      "learning_rate": 0.000177156,
      "loss": 0.3452,
      "step": 800
    },
    {
      "epoch": 36.36,
      "eval_loss": 0.6572489142417908,
      "eval_runtime": 14.4275,
      "eval_samples_per_second": 23.289,
      "eval_steps_per_second": 2.911,
      "eval_wer": 0.607,
      "step": 800
    },
    {
      "epoch": 45.44,
      "learning_rate": 0.000221556,
      "loss": 0.2575,
      "step": 1000
    },
    {
      "epoch": 45.44,
      "eval_loss": 0.6526808142662048,
      "eval_runtime": 14.9602,
      "eval_samples_per_second": 22.46,
      "eval_steps_per_second": 2.807,
      "eval_wer": 0.578,
      "step": 1000
    },
    {
      "epoch": 54.53,
      "learning_rate": 0.0002028886956521739,
      "loss": 0.2088,
      "step": 1200
    },
    {
      "epoch": 54.53,
      "eval_loss": 0.6828188300132751,
      "eval_runtime": 14.4501,
      "eval_samples_per_second": 23.252,
      "eval_steps_per_second": 2.907,
      "eval_wer": 0.551,
      "step": 1200
    },
    {
      "epoch": 63.62,
      "learning_rate": 0.00018358434782608698,
      "loss": 0.158,
      "step": 1400
    },
    {
      "epoch": 63.62,
      "eval_loss": 0.707419753074646,
      "eval_runtime": 14.2371,
      "eval_samples_per_second": 23.6,
      "eval_steps_per_second": 2.95,
      "eval_wer": 0.5575,
      "step": 1400
    },
    {
      "epoch": 72.71,
      "learning_rate": 0.00016428,
      "loss": 0.1309,
      "step": 1600
    },
    {
      "epoch": 72.71,
      "eval_loss": 0.6523335576057434,
      "eval_runtime": 14.2381,
      "eval_samples_per_second": 23.599,
      "eval_steps_per_second": 2.95,
      "eval_wer": 0.5595,
      "step": 1600
    },
    {
      "epoch": 81.8,
      "learning_rate": 0.00014497565217391306,
      "loss": 0.1074,
      "step": 1800
    },
    {
      "epoch": 81.8,
      "eval_loss": 0.7262120842933655,
      "eval_runtime": 14.2676,
      "eval_samples_per_second": 23.55,
      "eval_steps_per_second": 2.944,
      "eval_wer": 0.5415,
      "step": 1800
    },
    {
      "epoch": 90.89,
      "learning_rate": 0.0001256713043478261,
      "loss": 0.087,
      "step": 2000
    },
    {
      "epoch": 90.89,
      "eval_loss": 0.7198619246482849,
      "eval_runtime": 14.0317,
      "eval_samples_per_second": 23.946,
      "eval_steps_per_second": 2.993,
      "eval_wer": 0.521,
      "step": 2000
    },
    {
      "epoch": 99.98,
      "learning_rate": 0.00010636695652173913,
      "loss": 0.0711,
      "step": 2200
    },
    {
      "epoch": 99.98,
      "eval_loss": 0.7113156318664551,
      "eval_runtime": 14.2007,
      "eval_samples_per_second": 23.661,
      "eval_steps_per_second": 2.958,
      "eval_wer": 0.523,
      "step": 2200
    },
    {
      "epoch": 109.09,
      "learning_rate": 8.706260869565218e-05,
      "loss": 0.0601,
      "step": 2400
    },
    {
      "epoch": 109.09,
      "eval_loss": 0.6862908601760864,
      "eval_runtime": 13.9453,
      "eval_samples_per_second": 24.094,
      "eval_steps_per_second": 3.012,
      "eval_wer": 0.496,
      "step": 2400
    },
    {
      "epoch": 118.18,
      "learning_rate": 6.775826086956522e-05,
      "loss": 0.0451,
      "step": 2600
    },
    {
      "epoch": 118.18,
      "eval_loss": 0.6998496055603027,
      "eval_runtime": 14.078,
      "eval_samples_per_second": 23.867,
      "eval_steps_per_second": 2.983,
      "eval_wer": 0.483,
      "step": 2600
    },
    {
      "epoch": 127.27,
      "learning_rate": 4.8453913043478265e-05,
      "loss": 0.0378,
      "step": 2800
    },
    {
      "epoch": 127.27,
      "eval_loss": 0.6970936059951782,
      "eval_runtime": 14.3534,
      "eval_samples_per_second": 23.409,
      "eval_steps_per_second": 2.926,
      "eval_wer": 0.4615,
      "step": 2800
    },
    {
      "epoch": 136.36,
      "learning_rate": 2.9149565217391308e-05,
      "loss": 0.0319,
      "step": 3000
    },
    {
      "epoch": 136.36,
      "eval_loss": 0.7119385600090027,
      "eval_runtime": 14.2911,
      "eval_samples_per_second": 23.511,
      "eval_steps_per_second": 2.939,
      "eval_wer": 0.4475,
      "step": 3000
    },
    {
      "epoch": 145.44,
      "learning_rate": 9.845217391304348e-06,
      "loss": 0.0305,
      "step": 3200
    },
    {
      "epoch": 145.44,
      "eval_loss": 0.7181466221809387,
      "eval_runtime": 14.0233,
      "eval_samples_per_second": 23.96,
      "eval_steps_per_second": 2.995,
      "eval_wer": 0.459,
      "step": 3200
    },
    {
      "epoch": 149.98,
      "step": 3300,
      "total_flos": 1.7623169369275333e+19,
      "train_loss": 0.9359948108413003,
      "train_runtime": 8030.991,
      "train_samples_per_second": 13.392,
      "train_steps_per_second": 0.411
    }
  ],
  "max_steps": 3300,
  "num_train_epochs": 150,
  "total_flos": 1.7623169369275333e+19,
  "trial_name": null,
  "trial_params": null
}