File size: 7,440 Bytes
978b536
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
267
268
269
270
271
272
273
274
275
276
277
278
279
280
281
282
283
284
285
286
287
288
289
290
291
292
293
294
295
296
297
298
299
300
301
302
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 19.999384615384617,
  "global_step": 8120,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "eval_accuracy": 0.8820000290870667,
      "eval_loss": 0.31410130858421326,
      "eval_runtime": 6.7598,
      "eval_samples_per_second": 73.967,
      "eval_steps_per_second": 9.32,
      "step": 406
    },
    {
      "epoch": 1.23,
      "learning_rate": 1.3729229285650701e-05,
      "loss": 0.352,
      "step": 500
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.9419999718666077,
      "eval_loss": 0.19050274789333344,
      "eval_runtime": 6.9043,
      "eval_samples_per_second": 72.419,
      "eval_steps_per_second": 9.125,
      "step": 812
    },
    {
      "epoch": 2.46,
      "learning_rate": 1.2828361222287796e-05,
      "loss": 0.2057,
      "step": 1000
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.949999988079071,
      "eval_loss": 0.21147817373275757,
      "eval_runtime": 6.8333,
      "eval_samples_per_second": 73.171,
      "eval_steps_per_second": 9.219,
      "step": 1218
    },
    {
      "epoch": 3.69,
      "learning_rate": 1.1927493158924887e-05,
      "loss": 0.1434,
      "step": 1500
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.9599999785423279,
      "eval_loss": 0.18365992605686188,
      "eval_runtime": 6.8687,
      "eval_samples_per_second": 72.794,
      "eval_steps_per_second": 9.172,
      "step": 1624
    },
    {
      "epoch": 4.93,
      "learning_rate": 1.102662509556198e-05,
      "loss": 0.1003,
      "step": 2000
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.9520000219345093,
      "eval_loss": 0.21692131459712982,
      "eval_runtime": 6.8941,
      "eval_samples_per_second": 72.526,
      "eval_steps_per_second": 9.138,
      "step": 2030
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.9459999799728394,
      "eval_loss": 0.2830177843570709,
      "eval_runtime": 6.8528,
      "eval_samples_per_second": 72.963,
      "eval_steps_per_second": 9.193,
      "step": 2436
    },
    {
      "epoch": 6.16,
      "learning_rate": 1.0125757032199073e-05,
      "loss": 0.0641,
      "step": 2500
    },
    {
      "epoch": 7.0,
      "eval_accuracy": 0.9459999799728394,
      "eval_loss": 0.34864214062690735,
      "eval_runtime": 6.912,
      "eval_samples_per_second": 72.338,
      "eval_steps_per_second": 9.115,
      "step": 2842
    },
    {
      "epoch": 7.39,
      "learning_rate": 9.224888968836167e-06,
      "loss": 0.0371,
      "step": 3000
    },
    {
      "epoch": 8.0,
      "eval_accuracy": 0.9380000233650208,
      "eval_loss": 0.4117521345615387,
      "eval_runtime": 6.9229,
      "eval_samples_per_second": 72.225,
      "eval_steps_per_second": 9.1,
      "step": 3248
    },
    {
      "epoch": 8.62,
      "learning_rate": 8.32402090547326e-06,
      "loss": 0.0403,
      "step": 3500
    },
    {
      "epoch": 9.0,
      "eval_accuracy": 0.9620000123977661,
      "eval_loss": 0.26648765802383423,
      "eval_runtime": 6.9095,
      "eval_samples_per_second": 72.364,
      "eval_steps_per_second": 9.118,
      "step": 3654
    },
    {
      "epoch": 9.85,
      "learning_rate": 7.423152842110353e-06,
      "loss": 0.0302,
      "step": 4000
    },
    {
      "epoch": 10.0,
      "eval_accuracy": 0.9480000138282776,
      "eval_loss": 0.36225178837776184,
      "eval_runtime": 6.8924,
      "eval_samples_per_second": 72.544,
      "eval_steps_per_second": 9.141,
      "step": 4060
    },
    {
      "epoch": 11.0,
      "eval_accuracy": 0.9620000123977661,
      "eval_loss": 0.3049890100955963,
      "eval_runtime": 6.9005,
      "eval_samples_per_second": 72.459,
      "eval_steps_per_second": 9.13,
      "step": 4466
    },
    {
      "epoch": 11.08,
      "learning_rate": 6.522284778747446e-06,
      "loss": 0.0204,
      "step": 4500
    },
    {
      "epoch": 12.0,
      "eval_accuracy": 0.9559999704360962,
      "eval_loss": 0.3233047425746918,
      "eval_runtime": 6.9225,
      "eval_samples_per_second": 72.229,
      "eval_steps_per_second": 9.101,
      "step": 4872
    },
    {
      "epoch": 12.32,
      "learning_rate": 5.621416715384538e-06,
      "loss": 0.0172,
      "step": 5000
    },
    {
      "epoch": 13.0,
      "eval_accuracy": 0.9559999704360962,
      "eval_loss": 0.3603793680667877,
      "eval_runtime": 6.9127,
      "eval_samples_per_second": 72.33,
      "eval_steps_per_second": 9.114,
      "step": 5278
    },
    {
      "epoch": 13.55,
      "learning_rate": 4.720548652021632e-06,
      "loss": 0.0106,
      "step": 5500
    },
    {
      "epoch": 14.0,
      "eval_accuracy": 0.9520000219345093,
      "eval_loss": 0.37912440299987793,
      "eval_runtime": 6.9068,
      "eval_samples_per_second": 72.392,
      "eval_steps_per_second": 9.121,
      "step": 5684
    },
    {
      "epoch": 14.78,
      "learning_rate": 3.819680588658725e-06,
      "loss": 0.0062,
      "step": 6000
    },
    {
      "epoch": 15.0,
      "eval_accuracy": 0.9559999704360962,
      "eval_loss": 0.37980133295059204,
      "eval_runtime": 6.9114,
      "eval_samples_per_second": 72.344,
      "eval_steps_per_second": 9.115,
      "step": 6090
    },
    {
      "epoch": 16.0,
      "eval_accuracy": 0.9559999704360962,
      "eval_loss": 0.3834003210067749,
      "eval_runtime": 6.8795,
      "eval_samples_per_second": 72.68,
      "eval_steps_per_second": 9.158,
      "step": 6496
    },
    {
      "epoch": 16.01,
      "learning_rate": 2.9188125252958186e-06,
      "loss": 0.0085,
      "step": 6500
    },
    {
      "epoch": 17.0,
      "eval_accuracy": 0.9599999785423279,
      "eval_loss": 0.36390435695648193,
      "eval_runtime": 6.9114,
      "eval_samples_per_second": 72.344,
      "eval_steps_per_second": 9.115,
      "step": 6902
    },
    {
      "epoch": 17.24,
      "learning_rate": 2.0179444619329115e-06,
      "loss": 0.0044,
      "step": 7000
    },
    {
      "epoch": 18.0,
      "eval_accuracy": 0.9620000123977661,
      "eval_loss": 0.36908820271492004,
      "eval_runtime": 6.9068,
      "eval_samples_per_second": 72.392,
      "eval_steps_per_second": 9.121,
      "step": 7308
    },
    {
      "epoch": 18.47,
      "learning_rate": 1.1170763985700047e-06,
      "loss": 0.0032,
      "step": 7500
    },
    {
      "epoch": 19.0,
      "eval_accuracy": 0.9620000123977661,
      "eval_loss": 0.3803035318851471,
      "eval_runtime": 6.7941,
      "eval_samples_per_second": 73.593,
      "eval_steps_per_second": 9.273,
      "step": 7714
    },
    {
      "epoch": 19.7,
      "learning_rate": 2.1620833520709765e-07,
      "loss": 0.003,
      "step": 8000
    },
    {
      "epoch": 20.0,
      "eval_accuracy": 0.9580000042915344,
      "eval_loss": 0.3828106224536896,
      "eval_runtime": 6.8168,
      "eval_samples_per_second": 73.348,
      "eval_steps_per_second": 9.242,
      "step": 8120
    },
    {
      "epoch": 20.0,
      "step": 8120,
      "total_flos": 3.028683737679667e+16,
      "train_loss": 0.06455737670213718,
      "train_runtime": 7825.8738,
      "train_samples_per_second": 16.612,
      "train_steps_per_second": 1.038
    }
  ],
  "max_steps": 8120,
  "num_train_epochs": 20,
  "total_flos": 3.028683737679667e+16,
  "trial_name": null,
  "trial_params": null
}