File size: 1,891 Bytes
eada48d
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.4181278600904661,
  "best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-3/checkpoint-2138",
  "epoch": 1.0,
  "eval_steps": 500,
  "global_step": 2138,
  "is_hyper_param_search": true,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.23386342376052385,
      "grad_norm": 9.916498184204102,
      "learning_rate": 1.0352460846585169e-05,
      "loss": 0.588,
      "step": 500
    },
    {
      "epoch": 0.4677268475210477,
      "grad_norm": 2.0442557334899902,
      "learning_rate": 9.709610570468354e-06,
      "loss": 0.5642,
      "step": 1000
    },
    {
      "epoch": 0.7015902712815716,
      "grad_norm": 25.158737182617188,
      "learning_rate": 9.066760294351542e-06,
      "loss": 0.5358,
      "step": 1500
    },
    {
      "epoch": 0.9354536950420954,
      "grad_norm": 21.2142276763916,
      "learning_rate": 8.423910018234727e-06,
      "loss": 0.5288,
      "step": 2000
    },
    {
      "epoch": 1.0,
      "eval_loss": 0.6297594904899597,
      "eval_matthews_correlation": 0.4181278600904661,
      "eval_runtime": 0.8372,
      "eval_samples_per_second": 1245.804,
      "eval_steps_per_second": 78.833,
      "step": 2138
    }
  ],
  "logging_steps": 500,
  "max_steps": 8552,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 4,
  "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": 32523851074704.0,
  "train_batch_size": 4,
  "trial_name": null,
  "trial_params": {
    "learning_rate": 1.0995311122701982e-05,
    "num_train_epochs": 4,
    "per_device_train_batch_size": 4,
    "seed": 21
  }
}