File size: 5,168 Bytes
3878c1c
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.08533324301242828,
  "best_model_checkpoint": "./vit-base-beans-demo/checkpoint-300",
  "epoch": 5.0,
  "global_step": 325,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.15,
      "learning_rate": 0.00019384615384615385,
      "loss": 0.2116,
      "step": 10
    },
    {
      "epoch": 0.31,
      "learning_rate": 0.0001876923076923077,
      "loss": 0.1891,
      "step": 20
    },
    {
      "epoch": 0.46,
      "learning_rate": 0.00018153846153846155,
      "loss": 0.0855,
      "step": 30
    },
    {
      "epoch": 0.62,
      "learning_rate": 0.0001753846153846154,
      "loss": 0.1651,
      "step": 40
    },
    {
      "epoch": 0.77,
      "learning_rate": 0.00016923076923076923,
      "loss": 0.1261,
      "step": 50
    },
    {
      "epoch": 0.92,
      "learning_rate": 0.0001630769230769231,
      "loss": 0.2639,
      "step": 60
    },
    {
      "epoch": 1.08,
      "learning_rate": 0.00015692307692307693,
      "loss": 0.1101,
      "step": 70
    },
    {
      "epoch": 1.23,
      "learning_rate": 0.00015076923076923077,
      "loss": 0.0655,
      "step": 80
    },
    {
      "epoch": 1.38,
      "learning_rate": 0.0001446153846153846,
      "loss": 0.0909,
      "step": 90
    },
    {
      "epoch": 1.54,
      "learning_rate": 0.00013846153846153847,
      "loss": 0.0545,
      "step": 100
    },
    {
      "epoch": 1.54,
      "eval_accuracy": 0.9624060150375939,
      "eval_loss": 0.14361602067947388,
      "eval_runtime": 4.9212,
      "eval_samples_per_second": 27.026,
      "eval_steps_per_second": 3.454,
      "step": 100
    },
    {
      "epoch": 1.69,
      "learning_rate": 0.0001323076923076923,
      "loss": 0.0318,
      "step": 110
    },
    {
      "epoch": 1.85,
      "learning_rate": 0.00012615384615384615,
      "loss": 0.0993,
      "step": 120
    },
    {
      "epoch": 2.0,
      "learning_rate": 0.00012061538461538462,
      "loss": 0.1259,
      "step": 130
    },
    {
      "epoch": 2.15,
      "learning_rate": 0.00011446153846153846,
      "loss": 0.098,
      "step": 140
    },
    {
      "epoch": 2.31,
      "learning_rate": 0.00010830769230769231,
      "loss": 0.0788,
      "step": 150
    },
    {
      "epoch": 2.46,
      "learning_rate": 0.00010215384615384615,
      "loss": 0.0204,
      "step": 160
    },
    {
      "epoch": 2.62,
      "learning_rate": 9.6e-05,
      "loss": 0.0094,
      "step": 170
    },
    {
      "epoch": 2.77,
      "learning_rate": 8.984615384615384e-05,
      "loss": 0.0086,
      "step": 180
    },
    {
      "epoch": 2.92,
      "learning_rate": 8.369230769230769e-05,
      "loss": 0.007,
      "step": 190
    },
    {
      "epoch": 3.08,
      "learning_rate": 7.753846153846153e-05,
      "loss": 0.006,
      "step": 200
    },
    {
      "epoch": 3.08,
      "eval_accuracy": 0.9699248120300752,
      "eval_loss": 0.10582129657268524,
      "eval_runtime": 4.8551,
      "eval_samples_per_second": 27.394,
      "eval_steps_per_second": 3.501,
      "step": 200
    },
    {
      "epoch": 3.23,
      "learning_rate": 7.138461538461538e-05,
      "loss": 0.005,
      "step": 210
    },
    {
      "epoch": 3.38,
      "learning_rate": 6.523076923076923e-05,
      "loss": 0.0049,
      "step": 220
    },
    {
      "epoch": 3.54,
      "learning_rate": 5.907692307692309e-05,
      "loss": 0.0046,
      "step": 230
    },
    {
      "epoch": 3.69,
      "learning_rate": 5.292307692307693e-05,
      "loss": 0.0043,
      "step": 240
    },
    {
      "epoch": 3.85,
      "learning_rate": 4.676923076923077e-05,
      "loss": 0.0043,
      "step": 250
    },
    {
      "epoch": 4.0,
      "learning_rate": 4.0615384615384615e-05,
      "loss": 0.0041,
      "step": 260
    },
    {
      "epoch": 4.15,
      "learning_rate": 3.446153846153846e-05,
      "loss": 0.004,
      "step": 270
    },
    {
      "epoch": 4.31,
      "learning_rate": 2.8307692307692306e-05,
      "loss": 0.0039,
      "step": 280
    },
    {
      "epoch": 4.46,
      "learning_rate": 2.2153846153846154e-05,
      "loss": 0.0038,
      "step": 290
    },
    {
      "epoch": 4.62,
      "learning_rate": 1.6000000000000003e-05,
      "loss": 0.0038,
      "step": 300
    },
    {
      "epoch": 4.62,
      "eval_accuracy": 0.9774436090225563,
      "eval_loss": 0.08533324301242828,
      "eval_runtime": 4.9438,
      "eval_samples_per_second": 26.903,
      "eval_steps_per_second": 3.439,
      "step": 300
    },
    {
      "epoch": 4.77,
      "learning_rate": 9.846153846153846e-06,
      "loss": 0.0037,
      "step": 310
    },
    {
      "epoch": 4.92,
      "learning_rate": 3.692307692307693e-06,
      "loss": 0.0038,
      "step": 320
    },
    {
      "epoch": 5.0,
      "step": 325,
      "total_flos": 0.0,
      "train_loss": 0.05844223602459981,
      "train_runtime": 230.414,
      "train_samples_per_second": 22.438,
      "train_steps_per_second": 1.411
    }
  ],
  "max_steps": 325,
  "num_train_epochs": 5,
  "total_flos": 0.0,
  "trial_name": null,
  "trial_params": null
}