File size: 3,704 Bytes
155cfa4
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.9125022881200805,
  "best_model_checkpoint": "./fine-tune/bert-base-uncased/qnli/checkpoint-9822",
  "epoch": 3.0,
  "global_step": 9822,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.15,
      "learning_rate": 1.8981877418041133e-05,
      "loss": 0.4366,
      "step": 500
    },
    {
      "epoch": 0.31,
      "learning_rate": 1.7963754836082265e-05,
      "loss": 0.354,
      "step": 1000
    },
    {
      "epoch": 0.46,
      "learning_rate": 1.69456322541234e-05,
      "loss": 0.3286,
      "step": 1500
    },
    {
      "epoch": 0.61,
      "learning_rate": 1.592750967216453e-05,
      "loss": 0.3075,
      "step": 2000
    },
    {
      "epoch": 0.76,
      "learning_rate": 1.4909387090205662e-05,
      "loss": 0.3107,
      "step": 2500
    },
    {
      "epoch": 0.92,
      "learning_rate": 1.3891264508246794e-05,
      "loss": 0.289,
      "step": 3000
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.9093904448105437,
      "eval_loss": 0.22888238728046417,
      "eval_runtime": 26.3583,
      "eval_samples_per_second": 207.259,
      "eval_steps_per_second": 25.912,
      "step": 3274
    },
    {
      "epoch": 1.07,
      "learning_rate": 1.2873141926287927e-05,
      "loss": 0.2416,
      "step": 3500
    },
    {
      "epoch": 1.22,
      "learning_rate": 1.1855019344329057e-05,
      "loss": 0.1885,
      "step": 4000
    },
    {
      "epoch": 1.37,
      "learning_rate": 1.083689676237019e-05,
      "loss": 0.1864,
      "step": 4500
    },
    {
      "epoch": 1.53,
      "learning_rate": 9.818774180411322e-06,
      "loss": 0.1906,
      "step": 5000
    },
    {
      "epoch": 1.68,
      "learning_rate": 8.800651598452455e-06,
      "loss": 0.1946,
      "step": 5500
    },
    {
      "epoch": 1.83,
      "learning_rate": 7.782529016493586e-06,
      "loss": 0.1904,
      "step": 6000
    },
    {
      "epoch": 1.99,
      "learning_rate": 6.764406434534719e-06,
      "loss": 0.1801,
      "step": 6500
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.9117700896943072,
      "eval_loss": 0.24933215975761414,
      "eval_runtime": 26.3984,
      "eval_samples_per_second": 206.945,
      "eval_steps_per_second": 25.873,
      "step": 6548
    },
    {
      "epoch": 2.14,
      "learning_rate": 5.74628385257585e-06,
      "loss": 0.1167,
      "step": 7000
    },
    {
      "epoch": 2.29,
      "learning_rate": 4.728161270616982e-06,
      "loss": 0.1129,
      "step": 7500
    },
    {
      "epoch": 2.44,
      "learning_rate": 3.7100386886581147e-06,
      "loss": 0.1138,
      "step": 8000
    },
    {
      "epoch": 2.6,
      "learning_rate": 2.6919161066992467e-06,
      "loss": 0.108,
      "step": 8500
    },
    {
      "epoch": 2.75,
      "learning_rate": 1.6737935247403788e-06,
      "loss": 0.1165,
      "step": 9000
    },
    {
      "epoch": 2.9,
      "learning_rate": 6.55670942781511e-07,
      "loss": 0.1074,
      "step": 9500
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.9125022881200805,
      "eval_loss": 0.3208048343658447,
      "eval_runtime": 26.8523,
      "eval_samples_per_second": 203.446,
      "eval_steps_per_second": 25.435,
      "step": 9822
    },
    {
      "epoch": 3.0,
      "step": 9822,
      "total_flos": 2.066928095367936e+16,
      "train_loss": 0.21106615146146823,
      "train_runtime": 3939.5621,
      "train_samples_per_second": 79.762,
      "train_steps_per_second": 2.493
    }
  ],
  "max_steps": 9822,
  "num_train_epochs": 3,
  "total_flos": 2.066928095367936e+16,
  "trial_name": null,
  "trial_params": null
}