File size: 3,206 Bytes
88cccb3
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.9936221684627228,
  "best_model_checkpoint": "final_models/glue_models/structroberta_s2_50ep//finetune/relative_position_control/checkpoint-1400",
  "epoch": 10.0,
  "global_step": 1420,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.41,
      "eval_accuracy": 0.9869555830955505,
      "eval_f1": 0.9870911278853518,
      "eval_loss": 0.04915473610162735,
      "eval_mcc": 0.9741260163219052,
      "eval_runtime": 38.5522,
      "eval_samples_per_second": 469.286,
      "eval_steps_per_second": 58.674,
      "step": 200
    },
    {
      "epoch": 2.82,
      "eval_accuracy": 0.9912668466567993,
      "eval_f1": 0.9913301141352064,
      "eval_loss": 0.037929635494947433,
      "eval_mcc": 0.9826383382000646,
      "eval_runtime": 38.5328,
      "eval_samples_per_second": 469.522,
      "eval_steps_per_second": 58.703,
      "step": 400
    },
    {
      "epoch": 3.52,
      "learning_rate": 3.23943661971831e-05,
      "loss": 0.0194,
      "step": 500
    },
    {
      "epoch": 4.23,
      "eval_accuracy": 0.9922617673873901,
      "eval_f1": 0.9923119165293793,
      "eval_loss": 0.03434313088655472,
      "eval_mcc": 0.9846073189946343,
      "eval_runtime": 38.5933,
      "eval_samples_per_second": 468.786,
      "eval_steps_per_second": 58.611,
      "step": 600
    },
    {
      "epoch": 5.63,
      "eval_accuracy": 0.9929803013801575,
      "eval_f1": 0.9930215945931095,
      "eval_loss": 0.03289680927991867,
      "eval_mcc": 0.9860296265991517,
      "eval_runtime": 38.4721,
      "eval_samples_per_second": 470.263,
      "eval_steps_per_second": 58.796,
      "step": 800
    },
    {
      "epoch": 7.04,
      "learning_rate": 1.4788732394366198e-05,
      "loss": 0.0,
      "step": 1000
    },
    {
      "epoch": 7.04,
      "eval_accuracy": 0.9932014346122742,
      "eval_f1": 0.993239901071723,
      "eval_loss": 0.03196977451443672,
      "eval_mcc": 0.9864667781069306,
      "eval_runtime": 38.303,
      "eval_samples_per_second": 472.339,
      "eval_steps_per_second": 59.055,
      "step": 1000
    },
    {
      "epoch": 8.45,
      "eval_accuracy": 0.9935330748558044,
      "eval_f1": 0.9935675408213757,
      "eval_loss": 0.031383175402879715,
      "eval_mcc": 0.9871228589360604,
      "eval_runtime": 38.4738,
      "eval_samples_per_second": 470.242,
      "eval_steps_per_second": 58.793,
      "step": 1200
    },
    {
      "epoch": 9.86,
      "eval_accuracy": 0.9935883283615112,
      "eval_f1": 0.9936221684627228,
      "eval_loss": 0.03111557476222515,
      "eval_mcc": 0.9872322470407766,
      "eval_runtime": 38.3733,
      "eval_samples_per_second": 471.474,
      "eval_steps_per_second": 58.947,
      "step": 1400
    },
    {
      "epoch": 10.0,
      "step": 1420,
      "total_flos": 8306652693196800.0,
      "train_loss": 0.006840947497977127,
      "train_runtime": 753.8127,
      "train_samples_per_second": 120.295,
      "train_steps_per_second": 1.884
    }
  ],
  "max_steps": 1420,
  "num_train_epochs": 10,
  "total_flos": 8306652693196800.0,
  "trial_name": null,
  "trial_params": null
}