File size: 5,330 Bytes
d0ed784
5f5c561
 
 
f3f0070
5f5c561
d0ed784
 
 
 
 
f3f0070
 
 
 
d0ed784
 
f3f0070
 
 
 
 
 
 
0730770
 
 
 
 
 
 
 
 
 
 
 
 
 
 
f18a6c8
 
 
 
 
 
 
 
 
 
 
 
 
 
 
f41ee1f
 
 
 
 
 
 
 
 
 
 
 
 
 
 
c8d5717
 
 
 
 
 
 
 
 
 
 
 
 
 
 
2b05f32
 
 
 
 
 
 
 
 
 
 
 
 
 
 
feef4fc
 
 
 
 
 
 
 
 
 
 
 
 
 
 
8d9286c
 
 
 
 
 
 
 
 
 
 
 
 
 
 
cae3d5c
 
 
 
 
 
 
 
 
 
 
 
 
 
 
b2ffbcb
 
 
 
 
 
 
 
 
 
 
 
 
 
 
c6be51a
 
 
 
 
 
 
 
 
 
 
 
 
 
 
32067e5
 
 
 
 
 
 
 
 
 
 
 
 
 
 
5f5c561
 
 
 
 
 
 
 
 
 
 
 
 
 
 
d0ed784
 
f3f0070
 
 
 
 
5f5c561
f3f0070
d0ed784
 
 
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
{
  "best_metric": 0.7946534653465347,
  "best_model_checkpoint": "food-image-classification/checkpoint-12000",
  "epoch": 13.727560718057022,
  "eval_steps": 1000,
  "global_step": 13000,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.06,
      "learning_rate": 1.0559662090813095e-06,
      "loss": 4.6112,
      "step": 1000
    },
    {
      "epoch": 1.06,
      "eval_accuracy": 0.034851485148514855,
      "eval_loss": 4.575930118560791,
      "eval_runtime": 157.053,
      "eval_samples_per_second": 96.464,
      "eval_steps_per_second": 6.03,
      "step": 1000
    },
    {
      "epoch": 2.11,
      "learning_rate": 2.111932418162619e-06,
      "loss": 4.4899,
      "step": 2000
    },
    {
      "epoch": 2.11,
      "eval_accuracy": 0.3103630363036304,
      "eval_loss": 4.3788862228393555,
      "eval_runtime": 154.3948,
      "eval_samples_per_second": 98.125,
      "eval_steps_per_second": 6.134,
      "step": 2000
    },
    {
      "epoch": 3.17,
      "learning_rate": 3.167898627243928e-06,
      "loss": 4.2111,
      "step": 3000
    },
    {
      "epoch": 3.17,
      "eval_accuracy": 0.5498349834983498,
      "eval_loss": 4.030922889709473,
      "eval_runtime": 155.2257,
      "eval_samples_per_second": 97.6,
      "eval_steps_per_second": 6.101,
      "step": 3000
    },
    {
      "epoch": 4.22,
      "learning_rate": 4.223864836325238e-06,
      "loss": 3.8257,
      "step": 4000
    },
    {
      "epoch": 4.22,
      "eval_accuracy": 0.6111551155115511,
      "eval_loss": 3.634243965148926,
      "eval_runtime": 156.2293,
      "eval_samples_per_second": 96.973,
      "eval_steps_per_second": 6.062,
      "step": 4000
    },
    {
      "epoch": 5.28,
      "learning_rate": 5.279831045406547e-06,
      "loss": 3.4182,
      "step": 5000
    },
    {
      "epoch": 5.28,
      "eval_accuracy": 0.6514851485148515,
      "eval_loss": 3.225186586380005,
      "eval_runtime": 154.6911,
      "eval_samples_per_second": 97.937,
      "eval_steps_per_second": 6.122,
      "step": 5000
    },
    {
      "epoch": 6.34,
      "learning_rate": 6.335797254487856e-06,
      "loss": 2.9962,
      "step": 6000
    },
    {
      "epoch": 6.34,
      "eval_accuracy": 0.687062706270627,
      "eval_loss": 2.805878162384033,
      "eval_runtime": 154.6826,
      "eval_samples_per_second": 97.943,
      "eval_steps_per_second": 6.122,
      "step": 6000
    },
    {
      "epoch": 7.39,
      "learning_rate": 7.3917634635691666e-06,
      "loss": 2.5605,
      "step": 7000
    },
    {
      "epoch": 7.39,
      "eval_accuracy": 0.7070627062706271,
      "eval_loss": 2.382246494293213,
      "eval_runtime": 155.5967,
      "eval_samples_per_second": 97.367,
      "eval_steps_per_second": 6.086,
      "step": 7000
    },
    {
      "epoch": 8.45,
      "learning_rate": 8.447729672650476e-06,
      "loss": 2.1397,
      "step": 8000
    },
    {
      "epoch": 8.45,
      "eval_accuracy": 0.7335973597359736,
      "eval_loss": 1.975380539894104,
      "eval_runtime": 156.8793,
      "eval_samples_per_second": 96.571,
      "eval_steps_per_second": 6.036,
      "step": 8000
    },
    {
      "epoch": 9.5,
      "learning_rate": 9.503695881731786e-06,
      "loss": 1.7383,
      "step": 9000
    },
    {
      "epoch": 9.5,
      "eval_accuracy": 0.7576897689768977,
      "eval_loss": 1.608676552772522,
      "eval_runtime": 154.5661,
      "eval_samples_per_second": 98.016,
      "eval_steps_per_second": 6.127,
      "step": 9000
    },
    {
      "epoch": 10.56,
      "learning_rate": 1.0559662090813093e-05,
      "loss": 1.3909,
      "step": 10000
    },
    {
      "epoch": 10.56,
      "eval_accuracy": 0.7758415841584159,
      "eval_loss": 1.3203929662704468,
      "eval_runtime": 155.6061,
      "eval_samples_per_second": 97.361,
      "eval_steps_per_second": 6.086,
      "step": 10000
    },
    {
      "epoch": 11.62,
      "learning_rate": 1.1615628299894405e-05,
      "loss": 1.1223,
      "step": 11000
    },
    {
      "epoch": 11.62,
      "eval_accuracy": 0.7831683168316832,
      "eval_loss": 1.1283260583877563,
      "eval_runtime": 153.8564,
      "eval_samples_per_second": 98.468,
      "eval_steps_per_second": 6.155,
      "step": 11000
    },
    {
      "epoch": 12.67,
      "learning_rate": 1.2671594508975712e-05,
      "loss": 0.9312,
      "step": 12000
    },
    {
      "epoch": 12.67,
      "eval_accuracy": 0.7946534653465347,
      "eval_loss": 0.9766868352890015,
      "eval_runtime": 155.0819,
      "eval_samples_per_second": 97.69,
      "eval_steps_per_second": 6.106,
      "step": 12000
    },
    {
      "epoch": 13.73,
      "learning_rate": 1.3727560718057022e-05,
      "loss": 0.7817,
      "step": 13000
    },
    {
      "epoch": 13.73,
      "eval_accuracy": 0.7984158415841585,
      "eval_loss": 0.8917332887649536,
      "eval_runtime": 154.0819,
      "eval_samples_per_second": 98.324,
      "eval_steps_per_second": 6.146,
      "step": 13000
    }
  ],
  "logging_steps": 1000,
  "max_steps": 473500,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 500,
  "save_steps": 1000,
  "total_flos": 6.452247659853865e+19,
  "train_batch_size": 16,
  "trial_name": null,
  "trial_params": null
}