File size: 2,040 Bytes
aedab06
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.7553333333333333,
  "best_model_checkpoint": "Bert_tinybert-distilled/run-2/checkpoint-344",
  "epoch": 2.0,
  "eval_steps": 500,
  "global_step": 344,
  "is_hyper_param_search": true,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 0.39246517419815063,
      "learning_rate": 4.639522353304605e-05,
      "loss": 0.2489,
      "step": 172
    },
    {
      "epoch": 1.0,
      "eval_AUC": 0.786481777777778,
      "eval_BAC": 0.6966666666666667,
      "eval_MCC": 0.4004741770824115,
      "eval_PR_AUC": 0.7486102682312443,
      "eval_accuracy": 0.6966666666666667,
      "eval_loss": 0.23812349140644073,
      "eval_runtime": 6.2157,
      "eval_samples_per_second": 241.324,
      "eval_steps_per_second": 7.561,
      "step": 172
    },
    {
      "epoch": 2.0,
      "grad_norm": 0.45007961988449097,
      "learning_rate": 4.1240198696040935e-05,
      "loss": 0.2402,
      "step": 344
    },
    {
      "epoch": 2.0,
      "eval_AUC": 0.8126222222222222,
      "eval_BAC": 0.7553333333333334,
      "eval_MCC": 0.5408380051918336,
      "eval_PR_AUC": 0.7628286445519327,
      "eval_accuracy": 0.7553333333333333,
      "eval_loss": 0.23252661526203156,
      "eval_runtime": 6.2733,
      "eval_samples_per_second": 239.107,
      "eval_steps_per_second": 7.492,
      "step": 344
    }
  ],
  "logging_steps": 500,
  "max_steps": 1720,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 10,
  "save_steps": 500,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": false
      },
      "attributes": {}
    }
  },
  "total_flos": 900755460000.0,
  "train_batch_size": 32,
  "trial_name": null,
  "trial_params": {
    "alpha": 0.3558486326039224,
    "learning_rate": 5.155024837005116e-05,
    "num_train_epochs": 10,
    "temperature": 4
  }
}