File size: 5,632 Bytes
9d52bf6
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 10.0,
  "global_step": 220,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "learning_rate": 9.090909090909092e-05,
      "loss": 0.6837,
      "step": 22
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.5897435897435898,
      "eval_f1": 0.6666666666666666,
      "eval_loss": 0.6039571166038513,
      "eval_precision": 0.5161290322580645,
      "eval_recall": 0.9411764705882353,
      "eval_roc_auc": 0.6296791443850267,
      "eval_runtime": 0.069,
      "eval_samples_per_second": 565.227,
      "eval_steps_per_second": 43.479,
      "step": 22
    },
    {
      "epoch": 2.0,
      "learning_rate": 8.090909090909092e-05,
      "loss": 0.3852,
      "step": 44
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.9230769230769231,
      "eval_f1": 0.9189189189189189,
      "eval_loss": 0.28810474276542664,
      "eval_precision": 0.85,
      "eval_recall": 1.0,
      "eval_roc_auc": 0.9318181818181819,
      "eval_runtime": 0.064,
      "eval_samples_per_second": 609.374,
      "eval_steps_per_second": 46.875,
      "step": 44
    },
    {
      "epoch": 3.0,
      "learning_rate": 7.090909090909092e-05,
      "loss": 0.2148,
      "step": 66
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.9230769230769231,
      "eval_f1": 0.9189189189189189,
      "eval_loss": 0.38069406151771545,
      "eval_precision": 0.85,
      "eval_recall": 1.0,
      "eval_roc_auc": 0.9318181818181819,
      "eval_runtime": 0.065,
      "eval_samples_per_second": 600.004,
      "eval_steps_per_second": 46.154,
      "step": 66
    },
    {
      "epoch": 4.0,
      "learning_rate": 6.090909090909091e-05,
      "loss": 0.0701,
      "step": 88
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.8717948717948718,
      "eval_f1": 0.8717948717948718,
      "eval_loss": 0.4933823347091675,
      "eval_precision": 0.7727272727272727,
      "eval_recall": 1.0,
      "eval_roc_auc": 0.8863636363636364,
      "eval_runtime": 0.071,
      "eval_samples_per_second": 549.297,
      "eval_steps_per_second": 42.254,
      "step": 88
    },
    {
      "epoch": 5.0,
      "learning_rate": 5.090909090909091e-05,
      "loss": 0.0164,
      "step": 110
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.8974358974358975,
      "eval_f1": 0.8947368421052632,
      "eval_loss": 0.4892081320285797,
      "eval_precision": 0.8095238095238095,
      "eval_recall": 1.0,
      "eval_roc_auc": 0.9090909090909091,
      "eval_runtime": 0.064,
      "eval_samples_per_second": 609.381,
      "eval_steps_per_second": 46.875,
      "step": 110
    },
    {
      "epoch": 6.0,
      "learning_rate": 4.0909090909090915e-05,
      "loss": 0.0039,
      "step": 132
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.8974358974358975,
      "eval_f1": 0.8947368421052632,
      "eval_loss": 0.49288177490234375,
      "eval_precision": 0.8095238095238095,
      "eval_recall": 1.0,
      "eval_roc_auc": 0.9090909090909091,
      "eval_runtime": 0.058,
      "eval_samples_per_second": 672.418,
      "eval_steps_per_second": 51.724,
      "step": 132
    },
    {
      "epoch": 7.0,
      "learning_rate": 3.090909090909091e-05,
      "loss": 0.0012,
      "step": 154
    },
    {
      "epoch": 7.0,
      "eval_accuracy": 0.9230769230769231,
      "eval_f1": 0.9189189189189189,
      "eval_loss": 0.4065372943878174,
      "eval_precision": 0.85,
      "eval_recall": 1.0,
      "eval_roc_auc": 0.9318181818181819,
      "eval_runtime": 0.063,
      "eval_samples_per_second": 619.043,
      "eval_steps_per_second": 47.619,
      "step": 154
    },
    {
      "epoch": 8.0,
      "learning_rate": 2.090909090909091e-05,
      "loss": 0.0008,
      "step": 176
    },
    {
      "epoch": 8.0,
      "eval_accuracy": 0.9230769230769231,
      "eval_f1": 0.9189189189189189,
      "eval_loss": 0.48369330167770386,
      "eval_precision": 0.85,
      "eval_recall": 1.0,
      "eval_roc_auc": 0.9318181818181819,
      "eval_runtime": 0.059,
      "eval_samples_per_second": 661.03,
      "eval_steps_per_second": 50.848,
      "step": 176
    },
    {
      "epoch": 9.0,
      "learning_rate": 1.0909090909090909e-05,
      "loss": 0.0007,
      "step": 198
    },
    {
      "epoch": 9.0,
      "eval_accuracy": 0.9230769230769231,
      "eval_f1": 0.9189189189189189,
      "eval_loss": 0.4999829828739166,
      "eval_precision": 0.85,
      "eval_recall": 1.0,
      "eval_roc_auc": 0.9318181818181819,
      "eval_runtime": 0.061,
      "eval_samples_per_second": 639.321,
      "eval_steps_per_second": 49.179,
      "step": 198
    },
    {
      "epoch": 10.0,
      "learning_rate": 9.09090909090909e-07,
      "loss": 0.0006,
      "step": 220
    },
    {
      "epoch": 10.0,
      "eval_accuracy": 0.9230769230769231,
      "eval_f1": 0.9189189189189189,
      "eval_loss": 0.5037449598312378,
      "eval_precision": 0.85,
      "eval_recall": 1.0,
      "eval_roc_auc": 0.9318181818181819,
      "eval_runtime": 0.058,
      "eval_samples_per_second": 672.418,
      "eval_steps_per_second": 51.724,
      "step": 220
    },
    {
      "epoch": 10.0,
      "step": 220,
      "total_flos": 197738122089864.0,
      "train_loss": 0.1377350079192018,
      "train_runtime": 17.676,
      "train_samples_per_second": 194.048,
      "train_steps_per_second": 12.446
    }
  ],
  "max_steps": 220,
  "num_train_epochs": 10,
  "total_flos": 197738122089864.0,
  "trial_name": null,
  "trial_params": null
}