File size: 5,633 Bytes
434469f
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.7833333333333333,
  "best_model_checkpoint": "vit-base-patch16-224-RU3-10\\checkpoint-115",
  "epoch": 9.87012987012987,
  "eval_steps": 500,
  "global_step": 190,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.52,
      "learning_rate": 5.5e-05,
      "loss": 1.3698,
      "step": 10
    },
    {
      "epoch": 0.99,
      "eval_accuracy": 0.65,
      "eval_loss": 1.1844545602798462,
      "eval_runtime": 1.2572,
      "eval_samples_per_second": 47.725,
      "eval_steps_per_second": 1.591,
      "step": 19
    },
    {
      "epoch": 1.04,
      "learning_rate": 5.1944444444444446e-05,
      "loss": 1.2391,
      "step": 20
    },
    {
      "epoch": 1.56,
      "learning_rate": 4.888888888888889e-05,
      "loss": 1.1232,
      "step": 30
    },
    {
      "epoch": 1.97,
      "eval_accuracy": 0.65,
      "eval_loss": 0.9392767548561096,
      "eval_runtime": 1.0792,
      "eval_samples_per_second": 55.596,
      "eval_steps_per_second": 1.853,
      "step": 38
    },
    {
      "epoch": 2.08,
      "learning_rate": 4.5833333333333334e-05,
      "loss": 0.9316,
      "step": 40
    },
    {
      "epoch": 2.6,
      "learning_rate": 4.277777777777778e-05,
      "loss": 0.8168,
      "step": 50
    },
    {
      "epoch": 2.96,
      "eval_accuracy": 0.6333333333333333,
      "eval_loss": 0.9117090702056885,
      "eval_runtime": 1.1003,
      "eval_samples_per_second": 54.533,
      "eval_steps_per_second": 1.818,
      "step": 57
    },
    {
      "epoch": 3.12,
      "learning_rate": 3.972222222222222e-05,
      "loss": 0.7242,
      "step": 60
    },
    {
      "epoch": 3.64,
      "learning_rate": 3.6666666666666666e-05,
      "loss": 0.5992,
      "step": 70
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.7333333333333333,
      "eval_loss": 0.8329970240592957,
      "eval_runtime": 1.1977,
      "eval_samples_per_second": 50.098,
      "eval_steps_per_second": 1.67,
      "step": 77
    },
    {
      "epoch": 4.16,
      "learning_rate": 3.3611111111111116e-05,
      "loss": 0.5153,
      "step": 80
    },
    {
      "epoch": 4.68,
      "learning_rate": 3.055555555555556e-05,
      "loss": 0.4258,
      "step": 90
    },
    {
      "epoch": 4.99,
      "eval_accuracy": 0.7,
      "eval_loss": 0.7470608353614807,
      "eval_runtime": 1.0986,
      "eval_samples_per_second": 54.614,
      "eval_steps_per_second": 1.82,
      "step": 96
    },
    {
      "epoch": 5.19,
      "learning_rate": 2.75e-05,
      "loss": 0.3506,
      "step": 100
    },
    {
      "epoch": 5.71,
      "learning_rate": 2.4444444444444445e-05,
      "loss": 0.3283,
      "step": 110
    },
    {
      "epoch": 5.97,
      "eval_accuracy": 0.7833333333333333,
      "eval_loss": 0.624082624912262,
      "eval_runtime": 1.1064,
      "eval_samples_per_second": 54.229,
      "eval_steps_per_second": 1.808,
      "step": 115
    },
    {
      "epoch": 6.23,
      "learning_rate": 2.138888888888889e-05,
      "loss": 0.2722,
      "step": 120
    },
    {
      "epoch": 6.75,
      "learning_rate": 1.8333333333333333e-05,
      "loss": 0.2543,
      "step": 130
    },
    {
      "epoch": 6.96,
      "eval_accuracy": 0.7833333333333333,
      "eval_loss": 0.5915836691856384,
      "eval_runtime": 1.0693,
      "eval_samples_per_second": 56.109,
      "eval_steps_per_second": 1.87,
      "step": 134
    },
    {
      "epoch": 7.27,
      "learning_rate": 1.527777777777778e-05,
      "loss": 0.2577,
      "step": 140
    },
    {
      "epoch": 7.79,
      "learning_rate": 1.2222222222222222e-05,
      "loss": 0.2345,
      "step": 150
    },
    {
      "epoch": 8.0,
      "eval_accuracy": 0.7833333333333333,
      "eval_loss": 0.6783313155174255,
      "eval_runtime": 1.1474,
      "eval_samples_per_second": 52.293,
      "eval_steps_per_second": 1.743,
      "step": 154
    },
    {
      "epoch": 8.31,
      "learning_rate": 9.166666666666666e-06,
      "loss": 0.2046,
      "step": 160
    },
    {
      "epoch": 8.83,
      "learning_rate": 6.111111111111111e-06,
      "loss": 0.2027,
      "step": 170
    },
    {
      "epoch": 8.99,
      "eval_accuracy": 0.7833333333333333,
      "eval_loss": 0.6577182412147522,
      "eval_runtime": 1.089,
      "eval_samples_per_second": 55.098,
      "eval_steps_per_second": 1.837,
      "step": 173
    },
    {
      "epoch": 9.35,
      "learning_rate": 3.0555555555555556e-06,
      "loss": 0.1964,
      "step": 180
    },
    {
      "epoch": 9.87,
      "learning_rate": 0.0,
      "loss": 0.1733,
      "step": 190
    },
    {
      "epoch": 9.87,
      "eval_accuracy": 0.7833333333333333,
      "eval_loss": 0.6588727235794067,
      "eval_runtime": 1.1149,
      "eval_samples_per_second": 53.819,
      "eval_steps_per_second": 1.794,
      "step": 190
    },
    {
      "epoch": 9.87,
      "step": 190,
      "total_flos": 1.8748748039526973e+18,
      "train_loss": 0.5378790767569291,
      "train_runtime": 416.9022,
      "train_samples_per_second": 58.767,
      "train_steps_per_second": 0.456
    }
  ],
  "logging_steps": 10,
  "max_steps": 190,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 10,
  "save_steps": 500,
  "total_flos": 1.8748748039526973e+18,
  "train_batch_size": 32,
  "trial_name": null,
  "trial_params": null
}