File size: 6,172 Bytes
c115ef9
87a52da
 
 
 
c115ef9
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
1e62df5
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
5ab649c
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
4ffa9af
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
ca93fac
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
a1c8b1e
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
d8bdc3c
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
65b432b
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
effc76f
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
b188dd9
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
9e4650e
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
14eac22
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
87a52da
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
c115ef9
 
 
 
87a52da
c115ef9
 
 
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
{
  "best_metric": 0.5472163817533595,
  "best_model_checkpoint": "/tmp/mecha-tagger/checkpoint-1573",
  "epoch": 13.0,
  "global_step": 1573,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.83,
      "learning_rate": 2e-05,
      "loss": 0.437,
      "step": 100
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.06247574699262708,
      "eval_f1": 0.431281999799217,
      "eval_loss": 0.32573798298835754,
      "eval_roc_auc": 0.6429553592437186,
      "eval_runtime": 50.2381,
      "eval_samples_per_second": 51.296,
      "eval_steps_per_second": 0.537,
      "step": 121
    },
    {
      "epoch": 1.65,
      "learning_rate": 2e-05,
      "loss": 0.3211,
      "step": 200
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.055490880869227786,
      "eval_f1": 0.45432441820076414,
      "eval_loss": 0.3099991977214813,
      "eval_roc_auc": 0.6526660416613327,
      "eval_runtime": 50.3523,
      "eval_samples_per_second": 51.179,
      "eval_steps_per_second": 0.536,
      "step": 242
    },
    {
      "epoch": 2.48,
      "learning_rate": 2e-05,
      "loss": 0.309,
      "step": 300
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.05820721769499418,
      "eval_f1": 0.4483176720218248,
      "eval_loss": 0.30198442935943604,
      "eval_roc_auc": 0.6485457459740307,
      "eval_runtime": 50.3568,
      "eval_samples_per_second": 51.175,
      "eval_steps_per_second": 0.536,
      "step": 363
    },
    {
      "epoch": 3.31,
      "learning_rate": 2e-05,
      "loss": 0.303,
      "step": 400
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.05743112145906092,
      "eval_f1": 0.4746113989637306,
      "eval_loss": 0.295987069606781,
      "eval_roc_auc": 0.6608536486091969,
      "eval_runtime": 50.3091,
      "eval_samples_per_second": 51.223,
      "eval_steps_per_second": 0.537,
      "step": 484
    },
    {
      "epoch": 4.13,
      "learning_rate": 2e-05,
      "loss": 0.2965,
      "step": 500
    },
    {
      "epoch": 4.96,
      "learning_rate": 2e-05,
      "loss": 0.294,
      "step": 600
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.0682964687621265,
      "eval_f1": 0.4646505308710311,
      "eval_loss": 0.28789642453193665,
      "eval_roc_auc": 0.6549506720523524,
      "eval_runtime": 50.2808,
      "eval_samples_per_second": 51.252,
      "eval_steps_per_second": 0.537,
      "step": 605
    },
    {
      "epoch": 5.79,
      "learning_rate": 2e-05,
      "loss": 0.2879,
      "step": 700
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.06674427629025999,
      "eval_f1": 0.4727673207849419,
      "eval_loss": 0.2825814187526703,
      "eval_roc_auc": 0.658515066442945,
      "eval_runtime": 50.324,
      "eval_samples_per_second": 51.208,
      "eval_steps_per_second": 0.537,
      "step": 726
    },
    {
      "epoch": 6.61,
      "learning_rate": 2e-05,
      "loss": 0.2846,
      "step": 800
    },
    {
      "epoch": 7.0,
      "eval_accuracy": 0.06984866123399301,
      "eval_f1": 0.48976385684127843,
      "eval_loss": 0.27861288189888,
      "eval_roc_auc": 0.6671462002192768,
      "eval_runtime": 50.1175,
      "eval_samples_per_second": 51.419,
      "eval_steps_per_second": 0.539,
      "step": 847
    },
    {
      "epoch": 7.44,
      "learning_rate": 2e-05,
      "loss": 0.2781,
      "step": 900
    },
    {
      "epoch": 8.0,
      "eval_accuracy": 0.06713232440822663,
      "eval_f1": 0.4918627450980392,
      "eval_loss": 0.27516159415245056,
      "eval_roc_auc": 0.6681229472140713,
      "eval_runtime": 50.4646,
      "eval_samples_per_second": 51.066,
      "eval_steps_per_second": 0.535,
      "step": 968
    },
    {
      "epoch": 8.26,
      "learning_rate": 2e-05,
      "loss": 0.2626,
      "step": 1000
    },
    {
      "epoch": 9.0,
      "eval_accuracy": 0.06635622817229336,
      "eval_f1": 0.5017455391776571,
      "eval_loss": 0.26821279525756836,
      "eval_roc_auc": 0.6732412875217908,
      "eval_runtime": 51.4118,
      "eval_samples_per_second": 50.125,
      "eval_steps_per_second": 0.525,
      "step": 1089
    },
    {
      "epoch": 9.09,
      "learning_rate": 2e-05,
      "loss": 0.2625,
      "step": 1100
    },
    {
      "epoch": 9.92,
      "learning_rate": 2e-05,
      "loss": 0.2528,
      "step": 1200
    },
    {
      "epoch": 10.0,
      "eval_accuracy": 0.06674427629025999,
      "eval_f1": 0.5120230381569474,
      "eval_loss": 0.26574626564979553,
      "eval_roc_auc": 0.6785095938529904,
      "eval_runtime": 51.4008,
      "eval_samples_per_second": 50.135,
      "eval_steps_per_second": 0.525,
      "step": 1210
    },
    {
      "epoch": 10.74,
      "learning_rate": 2e-05,
      "loss": 0.2451,
      "step": 1300
    },
    {
      "epoch": 11.0,
      "eval_accuracy": 0.0682964687621265,
      "eval_f1": 0.5220403321470937,
      "eval_loss": 0.2608773112297058,
      "eval_roc_auc": 0.6839487133042365,
      "eval_runtime": 51.3505,
      "eval_samples_per_second": 50.184,
      "eval_steps_per_second": 0.526,
      "step": 1331
    },
    {
      "epoch": 11.57,
      "learning_rate": 2e-05,
      "loss": 0.2362,
      "step": 1400
    },
    {
      "epoch": 12.0,
      "eval_accuracy": 0.07140085370585952,
      "eval_f1": 0.5350377904264253,
      "eval_loss": 0.2600255012512207,
      "eval_roc_auc": 0.6914645249590691,
      "eval_runtime": 51.3565,
      "eval_samples_per_second": 50.179,
      "eval_steps_per_second": 0.526,
      "step": 1452
    },
    {
      "epoch": 12.4,
      "learning_rate": 2e-05,
      "loss": 0.2281,
      "step": 1500
    },
    {
      "epoch": 13.0,
      "eval_accuracy": 0.07023670935195964,
      "eval_f1": 0.5472163817533595,
      "eval_loss": 0.2586032450199127,
      "eval_roc_auc": 0.6994249977444085,
      "eval_runtime": 51.2515,
      "eval_samples_per_second": 50.281,
      "eval_steps_per_second": 0.527,
      "step": 1573
    }
  ],
  "max_steps": 6050,
  "num_train_epochs": 50,
  "total_flos": 6.882242130850185e+19,
  "trial_name": null,
  "trial_params": null
}