File size: 4,468 Bytes
9c935c4
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.22027112543582916,
  "best_model_checkpoint": "output_dir/finetuned_best_sst2/checkpoint-1000",
  "epoch": 2.6128266033254155,
  "global_step": 5500,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.24,
      "learning_rate": 1.9049881235154395e-05,
      "loss": 0.2923,
      "step": 500
    },
    {
      "epoch": 0.24,
      "eval_accuracy": 0.9059633027522935,
      "eval_loss": 0.26220595836639404,
      "eval_runtime": 9.462,
      "eval_samples_per_second": 92.158,
      "eval_steps_per_second": 11.52,
      "step": 500
    },
    {
      "epoch": 0.48,
      "learning_rate": 1.809976247030879e-05,
      "loss": 0.2077,
      "step": 1000
    },
    {
      "epoch": 0.48,
      "eval_accuracy": 0.9128440366972477,
      "eval_loss": 0.22027112543582916,
      "eval_runtime": 7.6526,
      "eval_samples_per_second": 113.948,
      "eval_steps_per_second": 14.243,
      "step": 1000
    },
    {
      "epoch": 0.71,
      "learning_rate": 1.7149643705463184e-05,
      "loss": 0.1788,
      "step": 1500
    },
    {
      "epoch": 0.71,
      "eval_accuracy": 0.9197247706422018,
      "eval_loss": 0.23272211849689484,
      "eval_runtime": 8.0847,
      "eval_samples_per_second": 107.859,
      "eval_steps_per_second": 13.482,
      "step": 1500
    },
    {
      "epoch": 0.95,
      "learning_rate": 1.6199524940617578e-05,
      "loss": 0.1683,
      "step": 2000
    },
    {
      "epoch": 0.95,
      "eval_accuracy": 0.9243119266055045,
      "eval_loss": 0.23030078411102295,
      "eval_runtime": 7.2988,
      "eval_samples_per_second": 119.472,
      "eval_steps_per_second": 14.934,
      "step": 2000
    },
    {
      "epoch": 1.19,
      "learning_rate": 1.5249406175771972e-05,
      "loss": 0.1224,
      "step": 2500
    },
    {
      "epoch": 1.19,
      "eval_accuracy": 0.9174311926605505,
      "eval_loss": 0.2473384588956833,
      "eval_runtime": 7.244,
      "eval_samples_per_second": 120.376,
      "eval_steps_per_second": 15.047,
      "step": 2500
    },
    {
      "epoch": 1.43,
      "learning_rate": 1.4299287410926367e-05,
      "loss": 0.113,
      "step": 3000
    },
    {
      "epoch": 1.43,
      "eval_accuracy": 0.9231651376146789,
      "eval_loss": 0.27146443724632263,
      "eval_runtime": 5.5379,
      "eval_samples_per_second": 157.462,
      "eval_steps_per_second": 19.683,
      "step": 3000
    },
    {
      "epoch": 1.66,
      "learning_rate": 1.3349168646080762e-05,
      "loss": 0.1172,
      "step": 3500
    },
    {
      "epoch": 1.66,
      "eval_accuracy": 0.9162844036697247,
      "eval_loss": 0.2674899697303772,
      "eval_runtime": 3.9248,
      "eval_samples_per_second": 222.178,
      "eval_steps_per_second": 27.772,
      "step": 3500
    },
    {
      "epoch": 1.9,
      "learning_rate": 1.2399049881235155e-05,
      "loss": 0.109,
      "step": 4000
    },
    {
      "epoch": 1.9,
      "eval_accuracy": 0.930045871559633,
      "eval_loss": 0.25721675157546997,
      "eval_runtime": 4.4172,
      "eval_samples_per_second": 197.409,
      "eval_steps_per_second": 24.676,
      "step": 4000
    },
    {
      "epoch": 2.14,
      "learning_rate": 1.144893111638955e-05,
      "loss": 0.0852,
      "step": 4500
    },
    {
      "epoch": 2.14,
      "eval_accuracy": 0.9277522935779816,
      "eval_loss": 0.2888570725917816,
      "eval_runtime": 3.7013,
      "eval_samples_per_second": 235.594,
      "eval_steps_per_second": 29.449,
      "step": 4500
    },
    {
      "epoch": 2.38,
      "learning_rate": 1.0498812351543943e-05,
      "loss": 0.0755,
      "step": 5000
    },
    {
      "epoch": 2.38,
      "eval_accuracy": 0.9254587155963303,
      "eval_loss": 0.2975403666496277,
      "eval_runtime": 3.8908,
      "eval_samples_per_second": 224.116,
      "eval_steps_per_second": 28.014,
      "step": 5000
    },
    {
      "epoch": 2.61,
      "learning_rate": 9.548693586698338e-06,
      "loss": 0.0748,
      "step": 5500
    },
    {
      "epoch": 2.61,
      "eval_accuracy": 0.9334862385321101,
      "eval_loss": 0.27799510955810547,
      "eval_runtime": 3.8809,
      "eval_samples_per_second": 224.689,
      "eval_steps_per_second": 28.086,
      "step": 5500
    }
  ],
  "max_steps": 10525,
  "num_train_epochs": 5,
  "total_flos": 1.157543932503552e+16,
  "trial_name": null,
  "trial_params": null
}