File size: 6,148 Bytes
23e7044
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.14910581707954407,
  "best_model_checkpoint": "speech-multiclassifier-run-2/checkpoint-3192",
  "epoch": 5.0,
  "global_step": 15960,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.16,
      "learning_rate": 1.9373433583959903e-05,
      "loss": 0.2984,
      "step": 500
    },
    {
      "epoch": 0.31,
      "learning_rate": 1.87468671679198e-05,
      "loss": 0.2101,
      "step": 1000
    },
    {
      "epoch": 0.47,
      "learning_rate": 1.81203007518797e-05,
      "loss": 0.2104,
      "step": 1500
    },
    {
      "epoch": 0.63,
      "learning_rate": 1.74937343358396e-05,
      "loss": 0.1926,
      "step": 2000
    },
    {
      "epoch": 0.78,
      "learning_rate": 1.68671679197995e-05,
      "loss": 0.1981,
      "step": 2500
    },
    {
      "epoch": 0.94,
      "learning_rate": 1.62406015037594e-05,
      "loss": 0.1808,
      "step": 3000
    },
    {
      "epoch": 1.0,
      "eval_loss": 0.14910581707954407,
      "eval_overall-accuracy": 0.9499647639182522,
      "eval_overall-f1": 0.9499647639182522,
      "eval_overall-precision": 0.9499647639182522,
      "eval_overall-recall": 0.9499647639182522,
      "eval_runtime": 79.4483,
      "eval_samples_per_second": 35.721,
      "eval_steps_per_second": 2.24,
      "step": 3192
    },
    {
      "epoch": 1.1,
      "learning_rate": 1.56140350877193e-05,
      "loss": 0.1611,
      "step": 3500
    },
    {
      "epoch": 1.25,
      "learning_rate": 1.49874686716792e-05,
      "loss": 0.1598,
      "step": 4000
    },
    {
      "epoch": 1.41,
      "learning_rate": 1.43609022556391e-05,
      "loss": 0.1544,
      "step": 4500
    },
    {
      "epoch": 1.57,
      "learning_rate": 1.3734335839598997e-05,
      "loss": 0.1536,
      "step": 5000
    },
    {
      "epoch": 1.72,
      "learning_rate": 1.3107769423558898e-05,
      "loss": 0.1518,
      "step": 5500
    },
    {
      "epoch": 1.88,
      "learning_rate": 1.2481203007518798e-05,
      "loss": 0.1567,
      "step": 6000
    },
    {
      "epoch": 2.0,
      "eval_loss": 0.1555911898612976,
      "eval_overall-accuracy": 0.9513742071881607,
      "eval_overall-f1": 0.9513742071881607,
      "eval_overall-precision": 0.9513742071881607,
      "eval_overall-recall": 0.9513742071881607,
      "eval_runtime": 78.9404,
      "eval_samples_per_second": 35.951,
      "eval_steps_per_second": 2.255,
      "step": 6384
    },
    {
      "epoch": 2.04,
      "learning_rate": 1.18546365914787e-05,
      "loss": 0.1468,
      "step": 6500
    },
    {
      "epoch": 2.19,
      "learning_rate": 1.1228070175438597e-05,
      "loss": 0.1265,
      "step": 7000
    },
    {
      "epoch": 2.35,
      "learning_rate": 1.0601503759398497e-05,
      "loss": 0.1211,
      "step": 7500
    },
    {
      "epoch": 2.51,
      "learning_rate": 9.974937343358396e-06,
      "loss": 0.1232,
      "step": 8000
    },
    {
      "epoch": 2.66,
      "learning_rate": 9.348370927318296e-06,
      "loss": 0.1215,
      "step": 8500
    },
    {
      "epoch": 2.82,
      "learning_rate": 8.721804511278195e-06,
      "loss": 0.114,
      "step": 9000
    },
    {
      "epoch": 2.98,
      "learning_rate": 8.095238095238097e-06,
      "loss": 0.1328,
      "step": 9500
    },
    {
      "epoch": 3.0,
      "eval_loss": 0.17720717191696167,
      "eval_overall-accuracy": 0.952431289640592,
      "eval_overall-f1": 0.952431289640592,
      "eval_overall-precision": 0.952431289640592,
      "eval_overall-recall": 0.952431289640592,
      "eval_runtime": 78.7543,
      "eval_samples_per_second": 36.036,
      "eval_steps_per_second": 2.26,
      "step": 9576
    },
    {
      "epoch": 3.13,
      "learning_rate": 7.468671679197995e-06,
      "loss": 0.1011,
      "step": 10000
    },
    {
      "epoch": 3.29,
      "learning_rate": 6.842105263157896e-06,
      "loss": 0.0942,
      "step": 10500
    },
    {
      "epoch": 3.45,
      "learning_rate": 6.215538847117794e-06,
      "loss": 0.0994,
      "step": 11000
    },
    {
      "epoch": 3.6,
      "learning_rate": 5.588972431077695e-06,
      "loss": 0.1042,
      "step": 11500
    },
    {
      "epoch": 3.76,
      "learning_rate": 4.962406015037594e-06,
      "loss": 0.0993,
      "step": 12000
    },
    {
      "epoch": 3.92,
      "learning_rate": 4.335839598997494e-06,
      "loss": 0.0954,
      "step": 12500
    },
    {
      "epoch": 4.0,
      "eval_loss": 0.1867782473564148,
      "eval_overall-accuracy": 0.95630725863284,
      "eval_overall-f1": 0.95630725863284,
      "eval_overall-precision": 0.95630725863284,
      "eval_overall-recall": 0.95630725863284,
      "eval_runtime": 79.4309,
      "eval_samples_per_second": 35.729,
      "eval_steps_per_second": 2.241,
      "step": 12768
    },
    {
      "epoch": 4.07,
      "learning_rate": 3.7092731829573934e-06,
      "loss": 0.0798,
      "step": 13000
    },
    {
      "epoch": 4.23,
      "learning_rate": 3.0827067669172934e-06,
      "loss": 0.0773,
      "step": 13500
    },
    {
      "epoch": 4.39,
      "learning_rate": 2.456140350877193e-06,
      "loss": 0.0827,
      "step": 14000
    },
    {
      "epoch": 4.54,
      "learning_rate": 1.8295739348370927e-06,
      "loss": 0.0857,
      "step": 14500
    },
    {
      "epoch": 4.7,
      "learning_rate": 1.2030075187969925e-06,
      "loss": 0.0758,
      "step": 15000
    },
    {
      "epoch": 4.86,
      "learning_rate": 5.764411027568922e-07,
      "loss": 0.0756,
      "step": 15500
    },
    {
      "epoch": 5.0,
      "eval_loss": 0.20741401612758636,
      "eval_overall-accuracy": 0.9570119802677942,
      "eval_overall-f1": 0.9570119802677942,
      "eval_overall-precision": 0.9570119802677942,
      "eval_overall-recall": 0.9570119802677942,
      "eval_runtime": 80.2735,
      "eval_samples_per_second": 35.354,
      "eval_steps_per_second": 2.217,
      "step": 15960
    }
  ],
  "max_steps": 15960,
  "num_train_epochs": 5,
  "total_flos": 4401666409805172.0,
  "trial_name": null,
  "trial_params": null
}