File size: 4,341 Bytes
9280b93
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.9461009174311926,
  "best_model_checkpoint": "./electra-base-discriminator/fine_tuned_models/checkpoint-8420",
  "epoch": 10.0,
  "global_step": 21050,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "learning_rate": 1.8398562688161604e-05,
      "loss": 0.2346,
      "step": 2105
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.9426605504587156,
      "eval_loss": 0.21175895631313324,
      "eval_runtime": 2.2043,
      "eval_samples_per_second": 395.593,
      "eval_steps_per_second": 49.449,
      "step": 2105
    },
    {
      "epoch": 2.0,
      "learning_rate": 1.6354277945032536e-05,
      "loss": 0.1204,
      "step": 4210
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.9438073394495413,
      "eval_loss": 0.19780370593070984,
      "eval_runtime": 2.1909,
      "eval_samples_per_second": 398.006,
      "eval_steps_per_second": 49.751,
      "step": 4210
    },
    {
      "epoch": 3.0,
      "learning_rate": 1.4309993201903469e-05,
      "loss": 0.0893,
      "step": 6315
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.9415137614678899,
      "eval_loss": 0.2090323567390442,
      "eval_runtime": 2.2098,
      "eval_samples_per_second": 394.601,
      "eval_steps_per_second": 49.325,
      "step": 6315
    },
    {
      "epoch": 4.0,
      "learning_rate": 1.2265708458774402e-05,
      "loss": 0.0708,
      "step": 8420
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.9461009174311926,
      "eval_loss": 0.22068844735622406,
      "eval_runtime": 2.1815,
      "eval_samples_per_second": 399.725,
      "eval_steps_per_second": 49.966,
      "step": 8420
    },
    {
      "epoch": 5.0,
      "learning_rate": 1.0221423715645335e-05,
      "loss": 0.0539,
      "step": 10525
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.9461009174311926,
      "eval_loss": 0.21388141810894012,
      "eval_runtime": 2.1881,
      "eval_samples_per_second": 398.521,
      "eval_steps_per_second": 49.815,
      "step": 10525
    },
    {
      "epoch": 6.0,
      "learning_rate": 8.177138972516268e-06,
      "loss": 0.0424,
      "step": 12630
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.9438073394495413,
      "eval_loss": 0.23279055953025818,
      "eval_runtime": 2.1898,
      "eval_samples_per_second": 398.209,
      "eval_steps_per_second": 49.776,
      "step": 12630
    },
    {
      "epoch": 7.0,
      "learning_rate": 6.132854229387201e-06,
      "loss": 0.0316,
      "step": 14735
    },
    {
      "epoch": 7.0,
      "eval_accuracy": 0.9392201834862385,
      "eval_loss": 0.27414366602897644,
      "eval_runtime": 2.1831,
      "eval_samples_per_second": 399.423,
      "eval_steps_per_second": 49.928,
      "step": 14735
    },
    {
      "epoch": 8.0,
      "learning_rate": 4.088569486258134e-06,
      "loss": 0.0259,
      "step": 16840
    },
    {
      "epoch": 8.0,
      "eval_accuracy": 0.9369266055045872,
      "eval_loss": 0.3532903790473938,
      "eval_runtime": 2.1863,
      "eval_samples_per_second": 398.847,
      "eval_steps_per_second": 49.856,
      "step": 16840
    },
    {
      "epoch": 9.0,
      "learning_rate": 2.044284743129067e-06,
      "loss": 0.0184,
      "step": 18945
    },
    {
      "epoch": 9.0,
      "eval_accuracy": 0.9369266055045872,
      "eval_loss": 0.3735915720462799,
      "eval_runtime": 2.1998,
      "eval_samples_per_second": 396.399,
      "eval_steps_per_second": 49.55,
      "step": 18945
    },
    {
      "epoch": 10.0,
      "learning_rate": 0.0,
      "loss": 0.0137,
      "step": 21050
    },
    {
      "epoch": 10.0,
      "eval_accuracy": 0.9357798165137615,
      "eval_loss": 0.39657318592071533,
      "eval_runtime": 2.1994,
      "eval_samples_per_second": 396.467,
      "eval_steps_per_second": 49.558,
      "step": 21050
    },
    {
      "epoch": 10.0,
      "step": 21050,
      "total_flos": 2.831471218376448e+16,
      "train_loss": 0.07010283381808682,
      "train_runtime": 4415.7756,
      "train_samples_per_second": 152.519,
      "train_steps_per_second": 4.767
    }
  ],
  "max_steps": 21050,
  "num_train_epochs": 10,
  "total_flos": 2.831471218376448e+16,
  "trial_name": null,
  "trial_params": null
}