File size: 2,137 Bytes
bc9594f
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.45191457867622375,
  "best_model_checkpoint": "Models/Access_to_Communications/checkpoint-75",
  "epoch": 5.0,
  "eval_steps": 500,
  "global_step": 75,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "eval_AUC": 0.75,
      "eval_accuracy": 0.42857142857142855,
      "eval_f1": 0.2571428571428571,
      "eval_loss": 0.707037091255188,
      "eval_runtime": 0.0181,
      "eval_samples_per_second": 386.811,
      "eval_steps_per_second": 110.517,
      "step": 15
    },
    {
      "epoch": 2.0,
      "eval_AUC": 0.75,
      "eval_accuracy": 0.5714285714285714,
      "eval_f1": 0.5142857142857143,
      "eval_loss": 0.6698740124702454,
      "eval_runtime": 0.0169,
      "eval_samples_per_second": 414.241,
      "eval_steps_per_second": 118.354,
      "step": 30
    },
    {
      "epoch": 3.0,
      "eval_AUC": 0.75,
      "eval_accuracy": 0.7142857142857143,
      "eval_f1": 0.7142857142857143,
      "eval_loss": 0.57427978515625,
      "eval_runtime": 0.0168,
      "eval_samples_per_second": 416.68,
      "eval_steps_per_second": 119.052,
      "step": 45
    },
    {
      "epoch": 4.0,
      "eval_AUC": 0.75,
      "eval_accuracy": 0.5714285714285714,
      "eval_f1": 0.5523809523809523,
      "eval_loss": 0.5580509305000305,
      "eval_runtime": 0.0166,
      "eval_samples_per_second": 420.614,
      "eval_steps_per_second": 120.175,
      "step": 60
    },
    {
      "epoch": 5.0,
      "eval_AUC": 0.8333333333333334,
      "eval_accuracy": 0.8571428571428571,
      "eval_f1": 0.8571428571428571,
      "eval_loss": 0.45191457867622375,
      "eval_runtime": 0.0169,
      "eval_samples_per_second": 414.118,
      "eval_steps_per_second": 118.319,
      "step": 75
    }
  ],
  "logging_steps": 500,
  "max_steps": 300,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 20,
  "save_steps": 500,
  "total_flos": 13340552728800.0,
  "train_batch_size": 4,
  "trial_name": null,
  "trial_params": null
}