File size: 2,038 Bytes
661263e
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.7826666666666666,
  "best_model_checkpoint": "Bert_tinybert-distilled/run-43/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": 0.9297363758087158,
      "learning_rate": 0.00018220163554157572,
      "loss": 0.5109,
      "step": 172
    },
    {
      "epoch": 1.0,
      "eval_AUC": 0.8338702222222223,
      "eval_BAC": 0.7526666666666666,
      "eval_MCC": 0.5054631978951394,
      "eval_PR_AUC": 0.7906860159456152,
      "eval_accuracy": 0.7526666666666667,
      "eval_loss": 0.45379385352134705,
      "eval_runtime": 6.2406,
      "eval_samples_per_second": 240.361,
      "eval_steps_per_second": 7.531,
      "step": 172
    },
    {
      "epoch": 2.0,
      "grad_norm": 1.4736577272415161,
      "learning_rate": 0.00015617283046420776,
      "loss": 0.4701,
      "step": 344
    },
    {
      "epoch": 2.0,
      "eval_AUC": 0.8569777777777778,
      "eval_BAC": 0.7826666666666666,
      "eval_MCC": 0.5934186315088451,
      "eval_PR_AUC": 0.8041841872474981,
      "eval_accuracy": 0.7826666666666666,
      "eval_loss": 0.4416643977165222,
      "eval_runtime": 6.2534,
      "eval_samples_per_second": 239.869,
      "eval_steps_per_second": 7.516,
      "step": 344
    }
  ],
  "logging_steps": 500,
  "max_steps": 1376,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 8,
  "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": 0.788436760671977,
    "learning_rate": 0.00020823044061894368,
    "num_train_epochs": 8,
    "temperature": 3
  }
}