File size: 2,233 Bytes
bad8e98
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 4.0,
  "global_step": 1780,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "eval_accuracy": 0.6671270718232044,
      "eval_auc": 0.8569681026713354,
      "eval_f1": 0.6135910212256817,
      "eval_loss": 0.801713228225708,
      "eval_runtime": 2.2511,
      "eval_samples_per_second": 643.232,
      "eval_steps_per_second": 40.424,
      "step": 445
    },
    {
      "epoch": 1.12,
      "learning_rate": 8.203410220458389e-06,
      "loss": 0.9006,
      "step": 500
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.6740331491712708,
      "eval_auc": 0.8628486862082239,
      "eval_f1": 0.6196832877481853,
      "eval_loss": 0.8145365715026855,
      "eval_runtime": 2.3359,
      "eval_samples_per_second": 619.899,
      "eval_steps_per_second": 38.958,
      "step": 890
    },
    {
      "epoch": 2.25,
      "learning_rate": 4.0787012285802695e-06,
      "loss": 0.6203,
      "step": 1000
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.6678176795580111,
      "eval_auc": 0.8647304774970923,
      "eval_f1": 0.6165706484778348,
      "eval_loss": 0.9743533730506897,
      "eval_runtime": 2.2727,
      "eval_samples_per_second": 637.138,
      "eval_steps_per_second": 40.041,
      "step": 1335
    },
    {
      "epoch": 3.37,
      "learning_rate": 6.193171389152996e-07,
      "loss": 0.4125,
      "step": 1500
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.664364640883978,
      "eval_auc": 0.8620308629559635,
      "eval_f1": 0.6208186150187146,
      "eval_loss": 1.013535976409912,
      "eval_runtime": 2.2778,
      "eval_samples_per_second": 635.708,
      "eval_steps_per_second": 39.951,
      "step": 1780
    },
    {
      "epoch": 4.0,
      "step": 1780,
      "total_flos": 5624274750874848.0,
      "train_loss": 0.5952618631084313,
      "train_runtime": 315.5628,
      "train_samples_per_second": 90.226,
      "train_steps_per_second": 5.641
    }
  ],
  "max_steps": 1780,
  "num_train_epochs": 4,
  "total_flos": 5624274750874848.0,
  "trial_name": null,
  "trial_params": null
}