File size: 1,405 Bytes
aca3606
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.46741180953359257,
  "best_model_checkpoint": "distilbert-base-uncased-finetuned-cola\\run-4\\checkpoint-2138",
  "epoch": 1.0,
  "eval_steps": 500,
  "global_step": 2138,
  "is_hyper_param_search": true,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.23,
      "learning_rate": 6.042296562538321e-06,
      "loss": 0.606,
      "step": 500
    },
    {
      "epoch": 0.47,
      "learning_rate": 5.242204327032718e-06,
      "loss": 0.5464,
      "step": 1000
    },
    {
      "epoch": 0.7,
      "learning_rate": 4.442112091527114e-06,
      "loss": 0.5152,
      "step": 1500
    },
    {
      "epoch": 0.94,
      "learning_rate": 3.642019856021509e-06,
      "loss": 0.5153,
      "step": 2000
    },
    {
      "epoch": 1.0,
      "eval_loss": 0.5116811394691467,
      "eval_matthews_correlation": 0.46741180953359257,
      "eval_runtime": 5.9325,
      "eval_samples_per_second": 175.81,
      "eval_steps_per_second": 11.125,
      "step": 2138
    }
  ],
  "logging_steps": 500,
  "max_steps": 4276,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 2,
  "save_steps": 500,
  "total_flos": 32633550639216.0,
  "train_batch_size": 4,
  "trial_name": null,
  "trial_params": {
    "learning_rate": 6.842388798043926e-06,
    "num_train_epochs": 2,
    "per_device_train_batch_size": 4,
    "seed": 11
  }
}