File size: 2,829 Bytes
1de0628
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.6086750030517578,
  "best_model_checkpoint": "hBERTv1_data_aug_sst2/checkpoint-4374",
  "epoch": 6.0,
  "global_step": 26244,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "learning_rate": 4.9e-05,
      "loss": 0.2892,
      "step": 4374
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.7855504587155964,
      "eval_loss": 0.6086750030517578,
      "eval_runtime": 1.1244,
      "eval_samples_per_second": 775.522,
      "eval_steps_per_second": 3.557,
      "step": 4374
    },
    {
      "epoch": 2.0,
      "learning_rate": 4.8000228623685414e-05,
      "loss": 0.1628,
      "step": 8748
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.7809633027522935,
      "eval_loss": 0.7398399114608765,
      "eval_runtime": 1.1251,
      "eval_samples_per_second": 775.039,
      "eval_steps_per_second": 3.555,
      "step": 8748
    },
    {
      "epoch": 3.0,
      "learning_rate": 4.700068587105624e-05,
      "loss": 0.1151,
      "step": 13122
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.801605504587156,
      "eval_loss": 0.84917813539505,
      "eval_runtime": 1.1267,
      "eval_samples_per_second": 773.943,
      "eval_steps_per_second": 3.55,
      "step": 13122
    },
    {
      "epoch": 4.0,
      "learning_rate": 4.600114311842707e-05,
      "loss": 0.0917,
      "step": 17496
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.786697247706422,
      "eval_loss": 1.0381159782409668,
      "eval_runtime": 1.1306,
      "eval_samples_per_second": 771.304,
      "eval_steps_per_second": 3.538,
      "step": 17496
    },
    {
      "epoch": 5.0,
      "learning_rate": 4.500137174211249e-05,
      "loss": 0.0862,
      "step": 21870
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.786697247706422,
      "eval_loss": 0.9656515121459961,
      "eval_runtime": 1.1426,
      "eval_samples_per_second": 763.183,
      "eval_steps_per_second": 3.501,
      "step": 21870
    },
    {
      "epoch": 6.0,
      "learning_rate": 4.400205761316873e-05,
      "loss": 0.0762,
      "step": 26244
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.7821100917431193,
      "eval_loss": 1.0815026760101318,
      "eval_runtime": 1.1296,
      "eval_samples_per_second": 771.958,
      "eval_steps_per_second": 3.541,
      "step": 26244
    },
    {
      "epoch": 6.0,
      "step": 26244,
      "total_flos": 8.48521401219416e+17,
      "train_loss": 0.1368842709992939,
      "train_runtime": 24327.6462,
      "train_samples_per_second": 2301.125,
      "train_steps_per_second": 8.99
    }
  ],
  "max_steps": 218700,
  "num_train_epochs": 50,
  "total_flos": 8.48521401219416e+17,
  "trial_name": null,
  "trial_params": null
}