File size: 1,856 Bytes
c5bd888
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.5425688103069501,
  "best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-2/checkpoint-402",
  "epoch": 4.0,
  "eval_steps": 500,
  "global_step": 536,
  "is_hyper_param_search": true,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "eval_loss": 0.47476544976234436,
      "eval_matthews_correlation": 0.45140096820158837,
      "eval_runtime": 0.7004,
      "eval_samples_per_second": 1489.214,
      "eval_steps_per_second": 94.236,
      "step": 134
    },
    {
      "epoch": 2.0,
      "eval_loss": 0.47363194823265076,
      "eval_matthews_correlation": 0.49626557567073315,
      "eval_runtime": 1.2181,
      "eval_samples_per_second": 856.246,
      "eval_steps_per_second": 54.182,
      "step": 268
    },
    {
      "epoch": 3.0,
      "eval_loss": 0.5049272775650024,
      "eval_matthews_correlation": 0.5425688103069501,
      "eval_runtime": 0.7884,
      "eval_samples_per_second": 1322.911,
      "eval_steps_per_second": 83.712,
      "step": 402
    },
    {
      "epoch": 3.73,
      "grad_norm": 6.596341133117676,
      "learning_rate": 1.9834803529148066e-06,
      "loss": 0.3452,
      "step": 500
    },
    {
      "epoch": 4.0,
      "eval_loss": 0.5818902254104614,
      "eval_matthews_correlation": 0.49626557567073315,
      "eval_runtime": 0.8031,
      "eval_samples_per_second": 1298.797,
      "eval_steps_per_second": 82.187,
      "step": 536
    }
  ],
  "logging_steps": 500,
  "max_steps": 536,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 4,
  "save_steps": 500,
  "total_flos": 209747119699272.0,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": {
    "learning_rate": 2.9531818587842675e-05,
    "num_train_epochs": 4,
    "per_device_train_batch_size": 64,
    "seed": 38
  }
}