File size: 1,693 Bytes
9882b0f
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.799412915851272,
  "best_model_checkpoint": "tiny-bert-sst2-distilled/run-14/checkpoint-1532",
  "epoch": 2.0,
  "eval_steps": 500,
  "global_step": 1532,
  "is_hyper_param_search": true,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 2.48061203956604,
      "learning_rate": 4.112696231809907e-05,
      "loss": 0.4707,
      "step": 766
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.7847358121330724,
      "eval_f1": 0.8018018018018018,
      "eval_loss": 0.4169985055923462,
      "eval_precision": 0.7429048414023373,
      "eval_recall": 0.8708414872798435,
      "eval_runtime": 130.438,
      "eval_samples_per_second": 7.835,
      "eval_steps_per_second": 1.963,
      "step": 766
    },
    {
      "epoch": 2.0,
      "grad_norm": 12.212409019470215,
      "learning_rate": 3.290156985447925e-05,
      "loss": 0.4238,
      "step": 1532
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.799412915851272,
      "eval_f1": 0.8038277511961722,
      "eval_loss": 0.40348485112190247,
      "eval_precision": 0.7865168539325843,
      "eval_recall": 0.821917808219178,
      "eval_runtime": 131.3303,
      "eval_samples_per_second": 7.782,
      "eval_steps_per_second": 1.949,
      "step": 1532
    }
  ],
  "logging_steps": 500,
  "max_steps": 4596,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 6,
  "save_steps": 500,
  "total_flos": 471390394560.0,
  "train_batch_size": 4,
  "trial_name": null,
  "trial_params": {
    "alpha": 0.694449127189597,
    "learning_rate": 4.935235478171889e-05,
    "num_train_epochs": 6,
    "temperature": 10
  }
}