File size: 5,566 Bytes
63acc43
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.9788,
  "best_model_checkpoint": "vit-base-patch16-224-in21k-finetuned-cifar10/checkpoint-390",
  "epoch": 0.9980806142034548,
  "global_step": 390,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.03,
      "learning_rate": 1.282051282051282e-05,
      "loss": 2.3249,
      "step": 10
    },
    {
      "epoch": 0.05,
      "learning_rate": 2.564102564102564e-05,
      "loss": 2.2694,
      "step": 20
    },
    {
      "epoch": 0.08,
      "learning_rate": 3.846153846153846e-05,
      "loss": 2.1649,
      "step": 30
    },
    {
      "epoch": 0.1,
      "learning_rate": 4.985754985754986e-05,
      "loss": 1.9757,
      "step": 40
    },
    {
      "epoch": 0.13,
      "learning_rate": 4.8433048433048433e-05,
      "loss": 1.6938,
      "step": 50
    },
    {
      "epoch": 0.15,
      "learning_rate": 4.700854700854701e-05,
      "loss": 1.4069,
      "step": 60
    },
    {
      "epoch": 0.18,
      "learning_rate": 4.558404558404559e-05,
      "loss": 1.1938,
      "step": 70
    },
    {
      "epoch": 0.2,
      "learning_rate": 4.415954415954416e-05,
      "loss": 1.045,
      "step": 80
    },
    {
      "epoch": 0.23,
      "learning_rate": 4.2735042735042735e-05,
      "loss": 0.9435,
      "step": 90
    },
    {
      "epoch": 0.26,
      "learning_rate": 4.131054131054131e-05,
      "loss": 0.8542,
      "step": 100
    },
    {
      "epoch": 0.28,
      "learning_rate": 3.988603988603989e-05,
      "loss": 0.7705,
      "step": 110
    },
    {
      "epoch": 0.31,
      "learning_rate": 3.846153846153846e-05,
      "loss": 0.7295,
      "step": 120
    },
    {
      "epoch": 0.33,
      "learning_rate": 3.7037037037037037e-05,
      "loss": 0.6826,
      "step": 130
    },
    {
      "epoch": 0.36,
      "learning_rate": 3.561253561253561e-05,
      "loss": 0.6886,
      "step": 140
    },
    {
      "epoch": 0.38,
      "learning_rate": 3.418803418803419e-05,
      "loss": 0.604,
      "step": 150
    },
    {
      "epoch": 0.41,
      "learning_rate": 3.2763532763532764e-05,
      "loss": 0.5829,
      "step": 160
    },
    {
      "epoch": 0.44,
      "learning_rate": 3.133903133903134e-05,
      "loss": 0.5991,
      "step": 170
    },
    {
      "epoch": 0.46,
      "learning_rate": 2.9914529914529915e-05,
      "loss": 0.5614,
      "step": 180
    },
    {
      "epoch": 0.49,
      "learning_rate": 2.8490028490028492e-05,
      "loss": 0.5863,
      "step": 190
    },
    {
      "epoch": 0.51,
      "learning_rate": 2.706552706552707e-05,
      "loss": 0.5146,
      "step": 200
    },
    {
      "epoch": 0.54,
      "learning_rate": 2.564102564102564e-05,
      "loss": 0.5278,
      "step": 210
    },
    {
      "epoch": 0.56,
      "learning_rate": 2.4216524216524217e-05,
      "loss": 0.4996,
      "step": 220
    },
    {
      "epoch": 0.59,
      "learning_rate": 2.2792022792022794e-05,
      "loss": 0.5387,
      "step": 230
    },
    {
      "epoch": 0.61,
      "learning_rate": 2.1367521367521368e-05,
      "loss": 0.4954,
      "step": 240
    },
    {
      "epoch": 0.64,
      "learning_rate": 1.9943019943019945e-05,
      "loss": 0.5052,
      "step": 250
    },
    {
      "epoch": 0.67,
      "learning_rate": 1.8518518518518518e-05,
      "loss": 0.4617,
      "step": 260
    },
    {
      "epoch": 0.69,
      "learning_rate": 1.7094017094017095e-05,
      "loss": 0.4812,
      "step": 270
    },
    {
      "epoch": 0.72,
      "learning_rate": 1.566951566951567e-05,
      "loss": 0.4475,
      "step": 280
    },
    {
      "epoch": 0.74,
      "learning_rate": 1.4245014245014246e-05,
      "loss": 0.4786,
      "step": 290
    },
    {
      "epoch": 0.77,
      "learning_rate": 1.282051282051282e-05,
      "loss": 0.4722,
      "step": 300
    },
    {
      "epoch": 0.79,
      "learning_rate": 1.1396011396011397e-05,
      "loss": 0.4365,
      "step": 310
    },
    {
      "epoch": 0.82,
      "learning_rate": 9.971509971509972e-06,
      "loss": 0.4803,
      "step": 320
    },
    {
      "epoch": 0.84,
      "learning_rate": 8.547008547008548e-06,
      "loss": 0.4504,
      "step": 330
    },
    {
      "epoch": 0.87,
      "learning_rate": 7.122507122507123e-06,
      "loss": 0.4467,
      "step": 340
    },
    {
      "epoch": 0.9,
      "learning_rate": 5.6980056980056985e-06,
      "loss": 0.4477,
      "step": 350
    },
    {
      "epoch": 0.92,
      "learning_rate": 4.273504273504274e-06,
      "loss": 0.4257,
      "step": 360
    },
    {
      "epoch": 0.95,
      "learning_rate": 2.8490028490028492e-06,
      "loss": 0.4344,
      "step": 370
    },
    {
      "epoch": 0.97,
      "learning_rate": 1.4245014245014246e-06,
      "loss": 0.4493,
      "step": 380
    },
    {
      "epoch": 1.0,
      "learning_rate": 0.0,
      "loss": 0.4291,
      "step": 390
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.9788,
      "eval_loss": 0.25641629099845886,
      "eval_runtime": 262.0666,
      "eval_samples_per_second": 38.158,
      "eval_steps_per_second": 1.194,
      "step": 390
    },
    {
      "epoch": 1.0,
      "step": 390,
      "total_flos": 3.86867749153407e+18,
      "train_loss": 0.7974265074118589,
      "train_runtime": 3555.934,
      "train_samples_per_second": 14.061,
      "train_steps_per_second": 0.11
    }
  ],
  "max_steps": 390,
  "num_train_epochs": 1,
  "total_flos": 3.86867749153407e+18,
  "trial_name": null,
  "trial_params": null
}