File size: 6,844 Bytes
a9187b8
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.15601937472820282,
  "best_model_checkpoint": "/data/jcanete/all_results/mldoc/albeto_tiny/epochs_4_bs_16_lr_3e-5/checkpoint-2100",
  "epoch": 4.0,
  "global_step": 2368,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.17,
      "eval_accuracy": 0.29100000858306885,
      "eval_loss": 1.4215397834777832,
      "eval_runtime": 0.9993,
      "eval_samples_per_second": 1000.659,
      "eval_steps_per_second": 63.042,
      "step": 100
    },
    {
      "epoch": 0.34,
      "eval_accuracy": 0.5360000133514404,
      "eval_loss": 1.0526843070983887,
      "eval_runtime": 0.9899,
      "eval_samples_per_second": 1010.212,
      "eval_steps_per_second": 63.643,
      "step": 200
    },
    {
      "epoch": 0.51,
      "eval_accuracy": 0.7480000257492065,
      "eval_loss": 0.8007577657699585,
      "eval_runtime": 0.9905,
      "eval_samples_per_second": 1009.612,
      "eval_steps_per_second": 63.606,
      "step": 300
    },
    {
      "epoch": 0.68,
      "eval_accuracy": 0.7699999809265137,
      "eval_loss": 0.7043776512145996,
      "eval_runtime": 1.0018,
      "eval_samples_per_second": 998.248,
      "eval_steps_per_second": 62.89,
      "step": 400
    },
    {
      "epoch": 0.84,
      "learning_rate": 2.3703547297297295e-05,
      "loss": 0.2646,
      "step": 500
    },
    {
      "epoch": 0.84,
      "eval_accuracy": 0.843999981880188,
      "eval_loss": 0.46549031138420105,
      "eval_runtime": 1.0012,
      "eval_samples_per_second": 998.759,
      "eval_steps_per_second": 62.922,
      "step": 500
    },
    {
      "epoch": 1.01,
      "eval_accuracy": 0.8529999852180481,
      "eval_loss": 0.46177130937576294,
      "eval_runtime": 0.9926,
      "eval_samples_per_second": 1007.431,
      "eval_steps_per_second": 63.468,
      "step": 600
    },
    {
      "epoch": 1.18,
      "eval_accuracy": 0.9089999794960022,
      "eval_loss": 0.3174803853034973,
      "eval_runtime": 0.9914,
      "eval_samples_per_second": 1008.709,
      "eval_steps_per_second": 63.549,
      "step": 700
    },
    {
      "epoch": 1.35,
      "eval_accuracy": 0.9269999861717224,
      "eval_loss": 0.2770524322986603,
      "eval_runtime": 0.9992,
      "eval_samples_per_second": 1000.797,
      "eval_steps_per_second": 63.05,
      "step": 800
    },
    {
      "epoch": 1.52,
      "eval_accuracy": 0.9449999928474426,
      "eval_loss": 0.2170553058385849,
      "eval_runtime": 0.9905,
      "eval_samples_per_second": 1009.635,
      "eval_steps_per_second": 63.607,
      "step": 900
    },
    {
      "epoch": 1.69,
      "learning_rate": 1.736908783783784e-05,
      "loss": 0.0843,
      "step": 1000
    },
    {
      "epoch": 1.69,
      "eval_accuracy": 0.9350000023841858,
      "eval_loss": 0.23940612375736237,
      "eval_runtime": 0.9908,
      "eval_samples_per_second": 1009.32,
      "eval_steps_per_second": 63.587,
      "step": 1000
    },
    {
      "epoch": 1.86,
      "eval_accuracy": 0.9480000138282776,
      "eval_loss": 0.20756861567497253,
      "eval_runtime": 1.0016,
      "eval_samples_per_second": 998.361,
      "eval_steps_per_second": 62.897,
      "step": 1100
    },
    {
      "epoch": 2.03,
      "eval_accuracy": 0.9419999718666077,
      "eval_loss": 0.21042801439762115,
      "eval_runtime": 0.9893,
      "eval_samples_per_second": 1010.862,
      "eval_steps_per_second": 63.684,
      "step": 1200
    },
    {
      "epoch": 2.2,
      "eval_accuracy": 0.9509999752044678,
      "eval_loss": 0.18397970497608185,
      "eval_runtime": 0.9927,
      "eval_samples_per_second": 1007.38,
      "eval_steps_per_second": 63.465,
      "step": 1300
    },
    {
      "epoch": 2.36,
      "eval_accuracy": 0.9549999833106995,
      "eval_loss": 0.16272501647472382,
      "eval_runtime": 0.9936,
      "eval_samples_per_second": 1006.426,
      "eval_steps_per_second": 63.405,
      "step": 1400
    },
    {
      "epoch": 2.53,
      "learning_rate": 1.1047297297297297e-05,
      "loss": 0.0457,
      "step": 1500
    },
    {
      "epoch": 2.53,
      "eval_accuracy": 0.9380000233650208,
      "eval_loss": 0.21701455116271973,
      "eval_runtime": 0.992,
      "eval_samples_per_second": 1008.023,
      "eval_steps_per_second": 63.505,
      "step": 1500
    },
    {
      "epoch": 2.7,
      "eval_accuracy": 0.9419999718666077,
      "eval_loss": 0.20601776242256165,
      "eval_runtime": 0.9926,
      "eval_samples_per_second": 1007.478,
      "eval_steps_per_second": 63.471,
      "step": 1600
    },
    {
      "epoch": 2.87,
      "eval_accuracy": 0.9520000219345093,
      "eval_loss": 0.1742561310529709,
      "eval_runtime": 0.9948,
      "eval_samples_per_second": 1005.234,
      "eval_steps_per_second": 63.33,
      "step": 1700
    },
    {
      "epoch": 3.04,
      "eval_accuracy": 0.9490000009536743,
      "eval_loss": 0.17574115097522736,
      "eval_runtime": 0.9934,
      "eval_samples_per_second": 1006.664,
      "eval_steps_per_second": 63.42,
      "step": 1800
    },
    {
      "epoch": 3.21,
      "eval_accuracy": 0.9399999976158142,
      "eval_loss": 0.21880225837230682,
      "eval_runtime": 1.0033,
      "eval_samples_per_second": 996.71,
      "eval_steps_per_second": 62.793,
      "step": 1900
    },
    {
      "epoch": 3.38,
      "learning_rate": 4.712837837837838e-06,
      "loss": 0.0388,
      "step": 2000
    },
    {
      "epoch": 3.38,
      "eval_accuracy": 0.9559999704360962,
      "eval_loss": 0.16699624061584473,
      "eval_runtime": 0.9915,
      "eval_samples_per_second": 1008.575,
      "eval_steps_per_second": 63.54,
      "step": 2000
    },
    {
      "epoch": 3.55,
      "eval_accuracy": 0.9589999914169312,
      "eval_loss": 0.15601937472820282,
      "eval_runtime": 0.9908,
      "eval_samples_per_second": 1009.251,
      "eval_steps_per_second": 63.583,
      "step": 2100
    },
    {
      "epoch": 3.72,
      "eval_accuracy": 0.9559999704360962,
      "eval_loss": 0.1640777885913849,
      "eval_runtime": 0.9918,
      "eval_samples_per_second": 1008.262,
      "eval_steps_per_second": 63.521,
      "step": 2200
    },
    {
      "epoch": 3.89,
      "eval_accuracy": 0.9549999833106995,
      "eval_loss": 0.16484832763671875,
      "eval_runtime": 1.0391,
      "eval_samples_per_second": 962.351,
      "eval_steps_per_second": 60.628,
      "step": 2300
    },
    {
      "epoch": 4.0,
      "step": 2368,
      "total_flos": 124651187836032.0,
      "train_loss": 0.09686436967269794,
      "train_runtime": 383.5478,
      "train_samples_per_second": 98.637,
      "train_steps_per_second": 6.174
    }
  ],
  "max_steps": 2368,
  "num_train_epochs": 4,
  "total_flos": 124651187836032.0,
  "trial_name": null,
  "trial_params": null
}