File size: 1,759 Bytes
2fd2d99
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.6554455445544555,
  "best_model_checkpoint": "tiny-bert-sst2-distilled/run-13/checkpoint-594",
  "epoch": 2.0,
  "eval_steps": 500,
  "global_step": 594,
  "is_hyper_param_search": true,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 2.4399616718292236,
      "learning_rate": 0.0002339700851227397,
      "loss": 0.6863,
      "step": 297
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.594059405940594,
      "eval_f1": 0.5514223194748358,
      "eval_loss": 0.6703811287879944,
      "eval_mcc": 0.19115957730889413,
      "eval_precision": 0.6146341463414634,
      "eval_recall": 0.5,
      "eval_runtime": 0.945,
      "eval_samples_per_second": 534.396,
      "eval_steps_per_second": 16.931,
      "step": 297
    },
    {
      "epoch": 2.0,
      "grad_norm": 1.7826404571533203,
      "learning_rate": 0.00017547756384205475,
      "loss": 0.6449,
      "step": 594
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.6554455445544555,
      "eval_f1": 0.7090301003344481,
      "eval_loss": 0.636203408241272,
      "eval_mcc": 0.3354725646159691,
      "eval_precision": 0.6127167630057804,
      "eval_recall": 0.8412698412698413,
      "eval_runtime": 0.9555,
      "eval_samples_per_second": 528.508,
      "eval_steps_per_second": 16.745,
      "step": 594
    }
  ],
  "logging_steps": 500,
  "max_steps": 1485,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 5,
  "save_steps": 500,
  "total_flos": 1461402531960.0,
  "train_batch_size": 32,
  "trial_name": null,
  "trial_params": {
    "alpha": 0.9967012331264692,
    "learning_rate": 0.0002924626064034246,
    "num_train_epochs": 5,
    "temperature": 49
  }
}