File size: 1,783 Bytes
60fcc97
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.8937572702597906,
  "best_model_checkpoint": "tiny-bert-sst2-distilled/run-24/checkpoint-645",
  "epoch": 2.0,
  "eval_steps": 500,
  "global_step": 1290,
  "is_hyper_param_search": true,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 1.1594387292861938,
      "learning_rate": 0.0003669096859466192,
      "loss": 0.3104,
      "step": 645
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.8937572702597906,
      "eval_f1": 0.17717717717717715,
      "eval_loss": 0.29782024025917053,
      "eval_mcc": 0.22004174832122259,
      "eval_precision": 0.6082474226804123,
      "eval_recall": 0.10369068541300527,
      "eval_runtime": 9.922,
      "eval_samples_per_second": 519.854,
      "eval_steps_per_second": 16.327,
      "step": 645
    },
    {
      "epoch": 2.0,
      "grad_norm": 1.089403510093689,
      "learning_rate": 0.0003210459752032918,
      "loss": 0.2989,
      "step": 1290
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8937572702597906,
      "eval_f1": 0.1217948717948718,
      "eval_loss": 0.29260244965553284,
      "eval_mcc": 0.19240131656369383,
      "eval_precision": 0.6909090909090909,
      "eval_recall": 0.06678383128295255,
      "eval_runtime": 9.8986,
      "eval_samples_per_second": 521.085,
      "eval_steps_per_second": 16.366,
      "step": 1290
    }
  ],
  "logging_steps": 500,
  "max_steps": 5805,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 9,
  "save_steps": 500,
  "total_flos": 3173885065200.0,
  "train_batch_size": 32,
  "trial_name": null,
  "trial_params": {
    "alpha": 0.8984215980104533,
    "learning_rate": 0.0004127733966899466,
    "num_train_epochs": 9,
    "temperature": 29
  }
}