File size: 1,167 Bytes
5fba7fb
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.7338551859099804,
  "best_model_checkpoint": "tiny-bert-sst2-distilled/run-6/checkpoint-48",
  "epoch": 1.0,
  "eval_steps": 500,
  "global_step": 48,
  "is_hyper_param_search": true,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 1.4916555881500244,
      "learning_rate": 0.00048113016952618413,
      "loss": 0.5799,
      "step": 48
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.7338551859099804,
      "eval_f1": 0.7854889589905363,
      "eval_loss": 0.5085063576698303,
      "eval_precision": 0.6578599735799208,
      "eval_recall": 0.974559686888454,
      "eval_runtime": 27.0072,
      "eval_samples_per_second": 37.842,
      "eval_steps_per_second": 0.592,
      "step": 48
    }
  ],
  "logging_steps": 500,
  "max_steps": 144,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 3,
  "save_steps": 500,
  "total_flos": 235695197280.0,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": {
    "alpha": 0.9704925152657605,
    "learning_rate": 0.0007216952542892762,
    "num_train_epochs": 3,
    "temperature": 28
  }
}