File size: 7,718 Bytes
4780863
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
303
304
305
306
307
308
309
310
311
312
313
314
315
316
317
{
  "best_metric": 0.8050541516245487,
  "best_model_checkpoint": "./fp32_1e_5/models/rte-roberta-base/checkpoint-1000",
  "epoch": 12.820512820512821,
  "global_step": 1000,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.64,
      "learning_rate": 5.319148936170213e-06,
      "loss": 0.6932,
      "step": 50
    },
    {
      "epoch": 0.64,
      "eval_accuracy": 0.4729241877256318,
      "eval_loss": 0.6963141560554504,
      "eval_runtime": 2.0901,
      "eval_samples_per_second": 132.533,
      "eval_steps_per_second": 4.306,
      "step": 50
    },
    {
      "epoch": 1.28,
      "learning_rate": 9.959072305593452e-06,
      "loss": 0.6957,
      "step": 100
    },
    {
      "epoch": 1.28,
      "eval_accuracy": 0.4729241877256318,
      "eval_loss": 0.69448322057724,
      "eval_runtime": 0.7491,
      "eval_samples_per_second": 369.778,
      "eval_steps_per_second": 12.014,
      "step": 100
    },
    {
      "epoch": 1.92,
      "learning_rate": 9.618008185538881e-06,
      "loss": 0.6869,
      "step": 150
    },
    {
      "epoch": 1.92,
      "eval_accuracy": 0.6245487364620939,
      "eval_loss": 0.6610168218612671,
      "eval_runtime": 0.7857,
      "eval_samples_per_second": 352.54,
      "eval_steps_per_second": 11.454,
      "step": 150
    },
    {
      "epoch": 2.56,
      "learning_rate": 9.276944065484312e-06,
      "loss": 0.6292,
      "step": 200
    },
    {
      "epoch": 2.56,
      "eval_accuracy": 0.6570397111913358,
      "eval_loss": 0.6132365465164185,
      "eval_runtime": 0.7843,
      "eval_samples_per_second": 353.202,
      "eval_steps_per_second": 11.476,
      "step": 200
    },
    {
      "epoch": 3.21,
      "learning_rate": 8.935879945429742e-06,
      "loss": 0.5473,
      "step": 250
    },
    {
      "epoch": 3.21,
      "eval_accuracy": 0.7075812274368231,
      "eval_loss": 0.6135809421539307,
      "eval_runtime": 0.8034,
      "eval_samples_per_second": 344.792,
      "eval_steps_per_second": 11.203,
      "step": 250
    },
    {
      "epoch": 3.85,
      "learning_rate": 8.59481582537517e-06,
      "loss": 0.4867,
      "step": 300
    },
    {
      "epoch": 3.85,
      "eval_accuracy": 0.7256317689530686,
      "eval_loss": 0.5372898578643799,
      "eval_runtime": 0.8424,
      "eval_samples_per_second": 328.815,
      "eval_steps_per_second": 10.684,
      "step": 300
    },
    {
      "epoch": 4.49,
      "learning_rate": 8.253751705320601e-06,
      "loss": 0.3673,
      "step": 350
    },
    {
      "epoch": 4.49,
      "eval_accuracy": 0.7292418772563177,
      "eval_loss": 0.6152286529541016,
      "eval_runtime": 0.7525,
      "eval_samples_per_second": 368.117,
      "eval_steps_per_second": 11.96,
      "step": 350
    },
    {
      "epoch": 5.13,
      "learning_rate": 7.912687585266032e-06,
      "loss": 0.3246,
      "step": 400
    },
    {
      "epoch": 5.13,
      "eval_accuracy": 0.7545126353790613,
      "eval_loss": 0.6094390153884888,
      "eval_runtime": 0.7684,
      "eval_samples_per_second": 360.479,
      "eval_steps_per_second": 11.712,
      "step": 400
    },
    {
      "epoch": 5.77,
      "learning_rate": 7.5716234652114605e-06,
      "loss": 0.2585,
      "step": 450
    },
    {
      "epoch": 5.77,
      "eval_accuracy": 0.7725631768953068,
      "eval_loss": 0.6251689791679382,
      "eval_runtime": 0.7559,
      "eval_samples_per_second": 366.46,
      "eval_steps_per_second": 11.907,
      "step": 450
    },
    {
      "epoch": 6.41,
      "learning_rate": 7.23055934515689e-06,
      "loss": 0.1975,
      "step": 500
    },
    {
      "epoch": 6.41,
      "eval_accuracy": 0.7436823104693141,
      "eval_loss": 0.7674959301948547,
      "eval_runtime": 0.766,
      "eval_samples_per_second": 361.606,
      "eval_steps_per_second": 11.749,
      "step": 500
    },
    {
      "epoch": 7.05,
      "learning_rate": 6.88949522510232e-06,
      "loss": 0.19,
      "step": 550
    },
    {
      "epoch": 7.05,
      "eval_accuracy": 0.7617328519855595,
      "eval_loss": 0.7783448696136475,
      "eval_runtime": 0.7892,
      "eval_samples_per_second": 350.981,
      "eval_steps_per_second": 11.404,
      "step": 550
    },
    {
      "epoch": 7.69,
      "learning_rate": 6.54843110504775e-06,
      "loss": 0.1266,
      "step": 600
    },
    {
      "epoch": 7.69,
      "eval_accuracy": 0.7545126353790613,
      "eval_loss": 1.0359293222427368,
      "eval_runtime": 0.7751,
      "eval_samples_per_second": 357.395,
      "eval_steps_per_second": 11.612,
      "step": 600
    },
    {
      "epoch": 8.33,
      "learning_rate": 6.20736698499318e-06,
      "loss": 0.1222,
      "step": 650
    },
    {
      "epoch": 8.33,
      "eval_accuracy": 0.7833935018050542,
      "eval_loss": 0.8435311913490295,
      "eval_runtime": 1.3166,
      "eval_samples_per_second": 210.387,
      "eval_steps_per_second": 6.836,
      "step": 650
    },
    {
      "epoch": 8.97,
      "learning_rate": 5.8663028649386085e-06,
      "loss": 0.1146,
      "step": 700
    },
    {
      "epoch": 8.97,
      "eval_accuracy": 0.7833935018050542,
      "eval_loss": 0.941527247428894,
      "eval_runtime": 0.749,
      "eval_samples_per_second": 369.818,
      "eval_steps_per_second": 12.016,
      "step": 700
    },
    {
      "epoch": 9.62,
      "learning_rate": 5.525238744884038e-06,
      "loss": 0.1131,
      "step": 750
    },
    {
      "epoch": 9.62,
      "eval_accuracy": 0.7833935018050542,
      "eval_loss": 0.9660640358924866,
      "eval_runtime": 0.7502,
      "eval_samples_per_second": 369.243,
      "eval_steps_per_second": 11.997,
      "step": 750
    },
    {
      "epoch": 10.26,
      "learning_rate": 5.1841746248294686e-06,
      "loss": 0.0719,
      "step": 800
    },
    {
      "epoch": 10.26,
      "eval_accuracy": 0.7906137184115524,
      "eval_loss": 1.0486385822296143,
      "eval_runtime": 0.7951,
      "eval_samples_per_second": 348.395,
      "eval_steps_per_second": 11.32,
      "step": 800
    },
    {
      "epoch": 10.9,
      "learning_rate": 4.843110504774898e-06,
      "loss": 0.1002,
      "step": 850
    },
    {
      "epoch": 10.9,
      "eval_accuracy": 0.776173285198556,
      "eval_loss": 1.1470500230789185,
      "eval_runtime": 0.7467,
      "eval_samples_per_second": 370.982,
      "eval_steps_per_second": 12.054,
      "step": 850
    },
    {
      "epoch": 11.54,
      "learning_rate": 4.502046384720328e-06,
      "loss": 0.0515,
      "step": 900
    },
    {
      "epoch": 11.54,
      "eval_accuracy": 0.7906137184115524,
      "eval_loss": 1.0903133153915405,
      "eval_runtime": 0.7707,
      "eval_samples_per_second": 359.412,
      "eval_steps_per_second": 11.678,
      "step": 900
    },
    {
      "epoch": 12.18,
      "learning_rate": 4.160982264665757e-06,
      "loss": 0.0732,
      "step": 950
    },
    {
      "epoch": 12.18,
      "eval_accuracy": 0.7978339350180506,
      "eval_loss": 1.0761293172836304,
      "eval_runtime": 0.8013,
      "eval_samples_per_second": 345.69,
      "eval_steps_per_second": 11.232,
      "step": 950
    },
    {
      "epoch": 12.82,
      "learning_rate": 3.819918144611187e-06,
      "loss": 0.0644,
      "step": 1000
    },
    {
      "epoch": 12.82,
      "eval_accuracy": 0.8050541516245487,
      "eval_loss": 1.118359088897705,
      "eval_runtime": 0.7549,
      "eval_samples_per_second": 366.937,
      "eval_steps_per_second": 11.922,
      "step": 1000
    }
  ],
  "max_steps": 1560,
  "num_train_epochs": 20,
  "total_flos": 2100152443883520.0,
  "trial_name": null,
  "trial_params": null
}