File size: 4,283 Bytes
0daf488
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.040785256773233414,
  "best_model_checkpoint": "./vit-base-beans/checkpoint-100",
  "epoch": 4.0,
  "eval_steps": 100,
  "global_step": 260,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.15,
      "learning_rate": 0.00019230769230769233,
      "loss": 0.8157,
      "step": 10
    },
    {
      "epoch": 0.31,
      "learning_rate": 0.00018461538461538463,
      "loss": 0.2831,
      "step": 20
    },
    {
      "epoch": 0.46,
      "learning_rate": 0.00017692307692307693,
      "loss": 0.3068,
      "step": 30
    },
    {
      "epoch": 0.62,
      "learning_rate": 0.00016923076923076923,
      "loss": 0.1716,
      "step": 40
    },
    {
      "epoch": 0.77,
      "learning_rate": 0.00016153846153846155,
      "loss": 0.1635,
      "step": 50
    },
    {
      "epoch": 0.92,
      "learning_rate": 0.00015384615384615385,
      "loss": 0.2457,
      "step": 60
    },
    {
      "epoch": 1.08,
      "learning_rate": 0.00014615384615384615,
      "loss": 0.1132,
      "step": 70
    },
    {
      "epoch": 1.23,
      "learning_rate": 0.00013846153846153847,
      "loss": 0.1054,
      "step": 80
    },
    {
      "epoch": 1.38,
      "learning_rate": 0.00013076923076923077,
      "loss": 0.0803,
      "step": 90
    },
    {
      "epoch": 1.54,
      "learning_rate": 0.0001230769230769231,
      "loss": 0.1329,
      "step": 100
    },
    {
      "epoch": 1.54,
      "eval_accuracy": 0.9924812030075187,
      "eval_loss": 0.040785256773233414,
      "eval_runtime": 2.0027,
      "eval_samples_per_second": 66.41,
      "eval_steps_per_second": 8.489,
      "step": 100
    },
    {
      "epoch": 1.69,
      "learning_rate": 0.00011538461538461538,
      "loss": 0.1052,
      "step": 110
    },
    {
      "epoch": 1.85,
      "learning_rate": 0.0001076923076923077,
      "loss": 0.0751,
      "step": 120
    },
    {
      "epoch": 2.0,
      "learning_rate": 0.0001,
      "loss": 0.107,
      "step": 130
    },
    {
      "epoch": 2.15,
      "learning_rate": 9.230769230769232e-05,
      "loss": 0.0225,
      "step": 140
    },
    {
      "epoch": 2.31,
      "learning_rate": 8.461538461538461e-05,
      "loss": 0.0506,
      "step": 150
    },
    {
      "epoch": 2.46,
      "learning_rate": 7.692307692307693e-05,
      "loss": 0.018,
      "step": 160
    },
    {
      "epoch": 2.62,
      "learning_rate": 6.923076923076924e-05,
      "loss": 0.0444,
      "step": 170
    },
    {
      "epoch": 2.77,
      "learning_rate": 6.153846153846155e-05,
      "loss": 0.0305,
      "step": 180
    },
    {
      "epoch": 2.92,
      "learning_rate": 5.384615384615385e-05,
      "loss": 0.0317,
      "step": 190
    },
    {
      "epoch": 3.08,
      "learning_rate": 4.615384615384616e-05,
      "loss": 0.0169,
      "step": 200
    },
    {
      "epoch": 3.08,
      "eval_accuracy": 0.9849624060150376,
      "eval_loss": 0.062186792492866516,
      "eval_runtime": 2.4481,
      "eval_samples_per_second": 54.328,
      "eval_steps_per_second": 6.944,
      "step": 200
    },
    {
      "epoch": 3.23,
      "learning_rate": 3.846153846153846e-05,
      "loss": 0.0116,
      "step": 210
    },
    {
      "epoch": 3.38,
      "learning_rate": 3.0769230769230774e-05,
      "loss": 0.0114,
      "step": 220
    },
    {
      "epoch": 3.54,
      "learning_rate": 2.307692307692308e-05,
      "loss": 0.0297,
      "step": 230
    },
    {
      "epoch": 3.69,
      "learning_rate": 1.5384615384615387e-05,
      "loss": 0.0105,
      "step": 240
    },
    {
      "epoch": 3.85,
      "learning_rate": 7.692307692307694e-06,
      "loss": 0.0107,
      "step": 250
    },
    {
      "epoch": 4.0,
      "learning_rate": 0.0,
      "loss": 0.011,
      "step": 260
    },
    {
      "epoch": 4.0,
      "step": 260,
      "total_flos": 3.205097416476426e+17,
      "train_loss": 0.11557345737058383,
      "train_runtime": 138.3777,
      "train_samples_per_second": 29.889,
      "train_steps_per_second": 1.879
    }
  ],
  "logging_steps": 10,
  "max_steps": 260,
  "num_train_epochs": 4,
  "save_steps": 100,
  "total_flos": 3.205097416476426e+17,
  "trial_name": null,
  "trial_params": null
}