File size: 3,151 Bytes
260ad9a
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.6491575241088867,
  "best_model_checkpoint": "sa_BERT_24_qnli/checkpoint-2184",
  "epoch": 7.0,
  "global_step": 7644,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "learning_rate": 3.9200000000000004e-05,
      "loss": 0.6745,
      "step": 1092
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.5817316492769541,
      "eval_loss": 0.6685570478439331,
      "eval_runtime": 11.3958,
      "eval_samples_per_second": 479.388,
      "eval_steps_per_second": 5.002,
      "step": 1092
    },
    {
      "epoch": 2.0,
      "learning_rate": 3.8400000000000005e-05,
      "loss": 0.6338,
      "step": 2184
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.6218195130880468,
      "eval_loss": 0.6491575241088867,
      "eval_runtime": 11.4075,
      "eval_samples_per_second": 478.897,
      "eval_steps_per_second": 4.997,
      "step": 2184
    },
    {
      "epoch": 3.0,
      "learning_rate": 3.76e-05,
      "loss": 0.5909,
      "step": 3276
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.6251144060040271,
      "eval_loss": 0.6560329794883728,
      "eval_runtime": 11.3972,
      "eval_samples_per_second": 479.329,
      "eval_steps_per_second": 5.001,
      "step": 3276
    },
    {
      "epoch": 4.0,
      "learning_rate": 3.680000000000001e-05,
      "loss": 0.5407,
      "step": 4368
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.6269449020684605,
      "eval_loss": 0.724582850933075,
      "eval_runtime": 11.3947,
      "eval_samples_per_second": 479.433,
      "eval_steps_per_second": 5.002,
      "step": 4368
    },
    {
      "epoch": 5.0,
      "learning_rate": 3.6e-05,
      "loss": 0.4732,
      "step": 5460
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.6421380194032583,
      "eval_loss": 0.6612172722816467,
      "eval_runtime": 11.3971,
      "eval_samples_per_second": 479.333,
      "eval_steps_per_second": 5.001,
      "step": 5460
    },
    {
      "epoch": 6.0,
      "learning_rate": 3.52e-05,
      "loss": 0.3999,
      "step": 6552
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.6410397217645982,
      "eval_loss": 0.7505705952644348,
      "eval_runtime": 11.393,
      "eval_samples_per_second": 479.506,
      "eval_steps_per_second": 5.003,
      "step": 6552
    },
    {
      "epoch": 7.0,
      "learning_rate": 3.44e-05,
      "loss": 0.3203,
      "step": 7644
    },
    {
      "epoch": 7.0,
      "eval_accuracy": 0.6306058941973275,
      "eval_loss": 0.9162063598632812,
      "eval_runtime": 11.3864,
      "eval_samples_per_second": 479.784,
      "eval_steps_per_second": 5.006,
      "step": 7644
    },
    {
      "epoch": 7.0,
      "step": 7644,
      "total_flos": 9.645664719024947e+16,
      "train_loss": 0.5190431563907865,
      "train_runtime": 4816.429,
      "train_samples_per_second": 1087.351,
      "train_steps_per_second": 11.336
    }
  ],
  "max_steps": 54600,
  "num_train_epochs": 50,
  "total_flos": 9.645664719024947e+16,
  "trial_name": null,
  "trial_params": null
}