File size: 5,548 Bytes
7342fe6
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 1.0,
  "best_model_checkpoint": "cvt-13-finetuned-waste/checkpoint-117",
  "epoch": 2.9936305732484074,
  "global_step": 351,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.08,
      "learning_rate": 1.388888888888889e-05,
      "loss": 7.9487,
      "step": 10
    },
    {
      "epoch": 0.17,
      "learning_rate": 2.777777777777778e-05,
      "loss": 6.9548,
      "step": 20
    },
    {
      "epoch": 0.25,
      "learning_rate": 4.166666666666667e-05,
      "loss": 4.6619,
      "step": 30
    },
    {
      "epoch": 0.34,
      "learning_rate": 4.936507936507937e-05,
      "loss": 2.2104,
      "step": 40
    },
    {
      "epoch": 0.42,
      "learning_rate": 4.7777777777777784e-05,
      "loss": 0.9647,
      "step": 50
    },
    {
      "epoch": 0.51,
      "learning_rate": 4.6190476190476194e-05,
      "loss": 0.4498,
      "step": 60
    },
    {
      "epoch": 0.59,
      "learning_rate": 4.460317460317461e-05,
      "loss": 0.1823,
      "step": 70
    },
    {
      "epoch": 0.68,
      "learning_rate": 4.301587301587302e-05,
      "loss": 0.1543,
      "step": 80
    },
    {
      "epoch": 0.76,
      "learning_rate": 4.1428571428571437e-05,
      "loss": 0.1095,
      "step": 90
    },
    {
      "epoch": 0.85,
      "learning_rate": 3.984126984126984e-05,
      "loss": 0.1266,
      "step": 100
    },
    {
      "epoch": 0.93,
      "learning_rate": 3.8253968253968256e-05,
      "loss": 0.1715,
      "step": 110
    },
    {
      "epoch": 0.99,
      "eval_accuracy": 1.0,
      "eval_loss": 2.0537798263831064e-05,
      "eval_runtime": 73.8748,
      "eval_samples_per_second": 135.784,
      "eval_steps_per_second": 4.25,
      "step": 117
    },
    {
      "epoch": 1.03,
      "learning_rate": 3.6666666666666666e-05,
      "loss": 0.171,
      "step": 120
    },
    {
      "epoch": 1.11,
      "learning_rate": 3.5079365079365075e-05,
      "loss": 0.1278,
      "step": 130
    },
    {
      "epoch": 1.2,
      "learning_rate": 3.349206349206349e-05,
      "loss": 0.1283,
      "step": 140
    },
    {
      "epoch": 1.28,
      "learning_rate": 3.19047619047619e-05,
      "loss": 0.1861,
      "step": 150
    },
    {
      "epoch": 1.37,
      "learning_rate": 3.0317460317460318e-05,
      "loss": 0.1497,
      "step": 160
    },
    {
      "epoch": 1.45,
      "learning_rate": 2.8730158730158728e-05,
      "loss": 0.1633,
      "step": 170
    },
    {
      "epoch": 1.54,
      "learning_rate": 2.714285714285714e-05,
      "loss": 0.1733,
      "step": 180
    },
    {
      "epoch": 1.62,
      "learning_rate": 2.5555555555555554e-05,
      "loss": 0.1624,
      "step": 190
    },
    {
      "epoch": 1.7,
      "learning_rate": 2.396825396825397e-05,
      "loss": 0.1725,
      "step": 200
    },
    {
      "epoch": 1.79,
      "learning_rate": 2.2380952380952384e-05,
      "loss": 0.172,
      "step": 210
    },
    {
      "epoch": 1.87,
      "learning_rate": 2.0793650793650797e-05,
      "loss": 0.1514,
      "step": 220
    },
    {
      "epoch": 1.96,
      "learning_rate": 1.920634920634921e-05,
      "loss": 0.1194,
      "step": 230
    },
    {
      "epoch": 1.99,
      "eval_accuracy": 1.0,
      "eval_loss": 1.5838317267480306e-05,
      "eval_runtime": 73.1043,
      "eval_samples_per_second": 137.215,
      "eval_steps_per_second": 4.295,
      "step": 234
    },
    {
      "epoch": 2.05,
      "learning_rate": 1.761904761904762e-05,
      "loss": 0.1772,
      "step": 240
    },
    {
      "epoch": 2.14,
      "learning_rate": 1.6031746031746033e-05,
      "loss": 0.1811,
      "step": 250
    },
    {
      "epoch": 2.22,
      "learning_rate": 1.4444444444444444e-05,
      "loss": 0.1552,
      "step": 260
    },
    {
      "epoch": 2.31,
      "learning_rate": 1.2857142857142857e-05,
      "loss": 0.1242,
      "step": 270
    },
    {
      "epoch": 2.39,
      "learning_rate": 1.126984126984127e-05,
      "loss": 0.124,
      "step": 280
    },
    {
      "epoch": 2.48,
      "learning_rate": 9.682539682539683e-06,
      "loss": 0.1551,
      "step": 290
    },
    {
      "epoch": 2.56,
      "learning_rate": 8.095238095238097e-06,
      "loss": 0.1902,
      "step": 300
    },
    {
      "epoch": 2.65,
      "learning_rate": 6.507936507936509e-06,
      "loss": 0.1134,
      "step": 310
    },
    {
      "epoch": 2.73,
      "learning_rate": 4.920634920634921e-06,
      "loss": 0.1701,
      "step": 320
    },
    {
      "epoch": 2.82,
      "learning_rate": 3.3333333333333333e-06,
      "loss": 0.134,
      "step": 330
    },
    {
      "epoch": 2.9,
      "learning_rate": 1.7460317460317462e-06,
      "loss": 0.1645,
      "step": 340
    },
    {
      "epoch": 2.99,
      "learning_rate": 1.5873015873015874e-07,
      "loss": 0.1496,
      "step": 350
    },
    {
      "epoch": 2.99,
      "eval_accuracy": 1.0,
      "eval_loss": 1.7963629943551496e-05,
      "eval_runtime": 72.7324,
      "eval_samples_per_second": 137.917,
      "eval_steps_per_second": 4.317,
      "step": 351
    },
    {
      "epoch": 2.99,
      "step": 351,
      "total_flos": 8.139769344619315e+17,
      "train_loss": 0.788053667698151,
      "train_runtime": 1008.4422,
      "train_samples_per_second": 44.76,
      "train_steps_per_second": 0.348
    }
  ],
  "max_steps": 351,
  "num_train_epochs": 3,
  "total_flos": 8.139769344619315e+17,
  "trial_name": null,
  "trial_params": null
}