File size: 1,171 Bytes
d2183db
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.5636007827788649,
  "best_model_checkpoint": "tiny-bert-sst2-distilled/run-4/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": 0.5694383382797241,
      "learning_rate": 0.00021480966845398845,
      "loss": 0.2391,
      "step": 48
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.5636007827788649,
      "eval_f1": 0.2829581993569132,
      "eval_loss": 0.21417579054832458,
      "eval_precision": 0.7927927927927928,
      "eval_recall": 0.17221135029354206,
      "eval_runtime": 31.6316,
      "eval_samples_per_second": 32.309,
      "eval_steps_per_second": 0.506,
      "step": 48
    }
  ],
  "logging_steps": 500,
  "max_steps": 240,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 5,
  "save_steps": 500,
  "total_flos": 235695197280.0,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": {
    "alpha": 0.27492253593123683,
    "learning_rate": 0.00026851208556748554,
    "num_train_epochs": 5,
    "temperature": 7
  }
}