File size: 5,145 Bytes
8d938b8
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.19139504432678223,
  "best_model_checkpoint": "pri_docidv2/checkpoint-200",
  "epoch": 10.0,
  "eval_steps": 100,
  "global_step": 310,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.32,
      "learning_rate": 0.00029032258064516127,
      "loss": 0.1105,
      "step": 10
    },
    {
      "epoch": 0.65,
      "learning_rate": 0.00028064516129032256,
      "loss": 0.1204,
      "step": 20
    },
    {
      "epoch": 0.97,
      "learning_rate": 0.00027096774193548386,
      "loss": 0.0642,
      "step": 30
    },
    {
      "epoch": 1.29,
      "learning_rate": 0.00026129032258064515,
      "loss": 0.0199,
      "step": 40
    },
    {
      "epoch": 1.61,
      "learning_rate": 0.00025161290322580645,
      "loss": 0.1239,
      "step": 50
    },
    {
      "epoch": 1.94,
      "learning_rate": 0.00024193548387096771,
      "loss": 0.0675,
      "step": 60
    },
    {
      "epoch": 2.26,
      "learning_rate": 0.000232258064516129,
      "loss": 0.0115,
      "step": 70
    },
    {
      "epoch": 2.58,
      "learning_rate": 0.0002225806451612903,
      "loss": 0.095,
      "step": 80
    },
    {
      "epoch": 2.9,
      "learning_rate": 0.0002129032258064516,
      "loss": 0.1924,
      "step": 90
    },
    {
      "epoch": 3.23,
      "learning_rate": 0.00020322580645161287,
      "loss": 0.0366,
      "step": 100
    },
    {
      "epoch": 3.23,
      "eval_accuracy": 0.9285714285714286,
      "eval_loss": 0.3684941828250885,
      "eval_runtime": 2.4287,
      "eval_samples_per_second": 86.467,
      "eval_steps_per_second": 11.117,
      "step": 100
    },
    {
      "epoch": 3.55,
      "learning_rate": 0.00019354838709677416,
      "loss": 0.0101,
      "step": 110
    },
    {
      "epoch": 3.87,
      "learning_rate": 0.00018387096774193548,
      "loss": 0.0275,
      "step": 120
    },
    {
      "epoch": 4.19,
      "learning_rate": 0.00017419354838709678,
      "loss": 0.0815,
      "step": 130
    },
    {
      "epoch": 4.52,
      "learning_rate": 0.00016451612903225804,
      "loss": 0.0098,
      "step": 140
    },
    {
      "epoch": 4.84,
      "learning_rate": 0.00015483870967741934,
      "loss": 0.0051,
      "step": 150
    },
    {
      "epoch": 5.16,
      "learning_rate": 0.00014516129032258063,
      "loss": 0.1023,
      "step": 160
    },
    {
      "epoch": 5.48,
      "learning_rate": 0.00013548387096774193,
      "loss": 0.0874,
      "step": 170
    },
    {
      "epoch": 5.81,
      "learning_rate": 0.00012580645161290322,
      "loss": 0.0113,
      "step": 180
    },
    {
      "epoch": 6.13,
      "learning_rate": 0.0001161290322580645,
      "loss": 0.0469,
      "step": 190
    },
    {
      "epoch": 6.45,
      "learning_rate": 0.0001064516129032258,
      "loss": 0.006,
      "step": 200
    },
    {
      "epoch": 6.45,
      "eval_accuracy": 0.9571428571428572,
      "eval_loss": 0.19139504432678223,
      "eval_runtime": 2.4676,
      "eval_samples_per_second": 85.101,
      "eval_steps_per_second": 10.942,
      "step": 200
    },
    {
      "epoch": 6.77,
      "learning_rate": 9.677419354838708e-05,
      "loss": 0.0467,
      "step": 210
    },
    {
      "epoch": 7.1,
      "learning_rate": 8.709677419354839e-05,
      "loss": 0.0042,
      "step": 220
    },
    {
      "epoch": 7.42,
      "learning_rate": 7.741935483870967e-05,
      "loss": 0.0036,
      "step": 230
    },
    {
      "epoch": 7.74,
      "learning_rate": 6.774193548387096e-05,
      "loss": 0.0026,
      "step": 240
    },
    {
      "epoch": 8.06,
      "learning_rate": 5.806451612903225e-05,
      "loss": 0.0032,
      "step": 250
    },
    {
      "epoch": 8.39,
      "learning_rate": 4.838709677419354e-05,
      "loss": 0.0028,
      "step": 260
    },
    {
      "epoch": 8.71,
      "learning_rate": 3.8709677419354835e-05,
      "loss": 0.0027,
      "step": 270
    },
    {
      "epoch": 9.03,
      "learning_rate": 2.9032258064516126e-05,
      "loss": 0.0028,
      "step": 280
    },
    {
      "epoch": 9.35,
      "learning_rate": 1.9354838709677417e-05,
      "loss": 0.002,
      "step": 290
    },
    {
      "epoch": 9.68,
      "learning_rate": 9.677419354838709e-06,
      "loss": 0.0031,
      "step": 300
    },
    {
      "epoch": 9.68,
      "eval_accuracy": 0.9571428571428572,
      "eval_loss": 0.21088813245296478,
      "eval_runtime": 2.491,
      "eval_samples_per_second": 84.305,
      "eval_steps_per_second": 10.839,
      "step": 300
    },
    {
      "epoch": 10.0,
      "learning_rate": 0.0,
      "loss": 0.003,
      "step": 310
    },
    {
      "epoch": 10.0,
      "step": 310,
      "total_flos": 3.7817107732905984e+17,
      "train_loss": 0.04214024447625683,
      "train_runtime": 135.0852,
      "train_samples_per_second": 36.125,
      "train_steps_per_second": 2.295
    }
  ],
  "logging_steps": 10,
  "max_steps": 310,
  "num_train_epochs": 10,
  "save_steps": 100,
  "total_flos": 3.7817107732905984e+17,
  "trial_name": null,
  "trial_params": null
}