File size: 3,507 Bytes
2d5888d
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 5.0,
  "global_step": 36725,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "learning_rate": 1.8e-05,
      "loss": 0.0085,
      "step": 7345
    },
    {
      "epoch": 1.0,
      "eval_EG_f1": 0.9962079135863944,
      "eval_ET_f1": 0.9989276960784315,
      "eval_TE_f1": 0.9956351941189985,
      "eval_loss": 0.002211587270721793,
      "eval_overall_accuracy": 0.9995236481225324,
      "eval_overall_f1": 0.9969235482594433,
      "eval_overall_precision": 0.9969871827605576,
      "eval_overall_recall": 0.9968599218809834,
      "eval_runtime": 329.5116,
      "eval_samples_per_second": 39.625,
      "eval_steps_per_second": 2.479,
      "step": 7345
    },
    {
      "epoch": 2.0,
      "learning_rate": 1.6000000000000003e-05,
      "loss": 0.0014,
      "step": 14690
    },
    {
      "epoch": 2.0,
      "eval_EG_f1": 0.9987363584147042,
      "eval_ET_f1": 0.9995787861382348,
      "eval_TE_f1": 0.9985064910197986,
      "eval_loss": 0.0008891239413060248,
      "eval_overall_accuracy": 0.9998259483524637,
      "eval_overall_f1": 0.9989405562717792,
      "eval_overall_precision": 0.998927805575411,
      "eval_overall_recall": 0.9989533072936612,
      "eval_runtime": 314.9732,
      "eval_samples_per_second": 41.454,
      "eval_steps_per_second": 2.594,
      "step": 14690
    },
    {
      "epoch": 3.0,
      "learning_rate": 1.4e-05,
      "loss": 0.0008,
      "step": 22035
    },
    {
      "epoch": 3.0,
      "eval_EG_f1": 0.9983534367221903,
      "eval_ET_f1": 0.9996170636440224,
      "eval_TE_f1": 0.9983917904732731,
      "eval_loss": 0.0008875366183929145,
      "eval_overall_accuracy": 0.999835108965492,
      "eval_overall_f1": 0.9987874146403727,
      "eval_overall_precision": 0.9987491703681013,
      "eval_overall_recall": 0.9988256618416685,
      "eval_runtime": 316.3291,
      "eval_samples_per_second": 41.277,
      "eval_steps_per_second": 2.583,
      "step": 22035
    },
    {
      "epoch": 4.0,
      "learning_rate": 1.2e-05,
      "loss": 0.0005,
      "step": 29380
    },
    {
      "epoch": 4.0,
      "eval_EG_f1": 0.9991574754901962,
      "eval_ET_f1": 0.9996553968679404,
      "eval_TE_f1": 0.9989277782032626,
      "eval_loss": 0.000532182864844799,
      "eval_overall_accuracy": 0.9998717514176049,
      "eval_overall_f1": 0.9992469014462045,
      "eval_overall_precision": 0.9992341468395793,
      "eval_overall_recall": 0.9992596563784433,
      "eval_runtime": 328.7608,
      "eval_samples_per_second": 39.716,
      "eval_steps_per_second": 2.485,
      "step": 29380
    },
    {
      "epoch": 5.0,
      "learning_rate": 1e-05,
      "loss": 0.0003,
      "step": 36725
    },
    {
      "epoch": 5.0,
      "eval_EG_f1": 0.9992341272880447,
      "eval_ET_f1": 0.999846825457609,
      "eval_TE_f1": 0.9992724487842237,
      "eval_loss": 0.00026392185827717185,
      "eval_overall_accuracy": 0.9999404560153166,
      "eval_overall_f1": 0.999451131562488,
      "eval_overall_precision": 0.9994383743490248,
      "eval_overall_recall": 0.9994638891016313,
      "eval_runtime": 321.322,
      "eval_samples_per_second": 40.635,
      "eval_steps_per_second": 2.543,
      "step": 36725
    }
  ],
  "max_steps": 73450,
  "num_train_epochs": 10,
  "total_flos": 8945844807242016.0,
  "trial_name": null,
  "trial_params": null
}