File size: 1,774 Bytes
27c8ba5
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.7070884592852958,
  "best_model_checkpoint": "tiny-bert-sst2-distilled/run-17/checkpoint-428",
  "epoch": 2.0,
  "eval_steps": 500,
  "global_step": 428,
  "is_hyper_param_search": true,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 5.922779083251953,
      "learning_rate": 6.801673821225247e-05,
      "loss": 0.5484,
      "step": 214
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.6906854130052724,
      "eval_f1": 0.4741035856573705,
      "eval_loss": 0.5109518766403198,
      "eval_mcc": 0.2652167942468068,
      "eval_precision": 0.5471264367816092,
      "eval_recall": 0.4182776801405975,
      "eval_runtime": 3.1422,
      "eval_samples_per_second": 543.246,
      "eval_steps_per_second": 17.185,
      "step": 214
    },
    {
      "epoch": 2.0,
      "grad_norm": 2.857205629348755,
      "learning_rate": 5.4413390569801966e-05,
      "loss": 0.5052,
      "step": 428
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.7070884592852958,
      "eval_f1": 0.50199203187251,
      "eval_loss": 0.49773725867271423,
      "eval_mcc": 0.30514190305815403,
      "eval_precision": 0.5793103448275863,
      "eval_recall": 0.4428822495606327,
      "eval_runtime": 3.1244,
      "eval_samples_per_second": 546.344,
      "eval_steps_per_second": 17.283,
      "step": 428
    }
  ],
  "logging_steps": 500,
  "max_steps": 1284,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 6,
  "save_steps": 500,
  "total_flos": 1049551328880.0,
  "train_batch_size": 32,
  "trial_name": null,
  "trial_params": {
    "alpha": 0.8734730758781912,
    "learning_rate": 8.162008585470295e-05,
    "num_train_epochs": 6,
    "temperature": 22
  }
}