File size: 1,436 Bytes
02ee8f0
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.6063644681337579,
  "best_model_checkpoint": "bart-base/checkpoint-643",
  "epoch": 1.0,
  "eval_steps": 500,
  "global_step": 643,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.78,
      "learning_rate": 4.871176775531364e-05,
      "loss": 1.2028,
      "step": 500
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.7598760650658405,
      "eval_f1_macro": 0.6063644681337579,
      "eval_f1_micro": 0.7598760650658405,
      "eval_f1_weighted": 0.7489266744747745,
      "eval_loss": 0.8429557681083679,
      "eval_macro_fpr": 0.023226157303183535,
      "eval_macro_sensitivity": 0.6366904609623596,
      "eval_macro_specificity": 0.981694425945952,
      "eval_precision": 0.7600880594489849,
      "eval_precision_macro": 0.6003620126022547,
      "eval_recall": 0.7598760650658405,
      "eval_recall_macro": 0.6366904609623596,
      "eval_runtime": 43.5934,
      "eval_samples_per_second": 29.615,
      "eval_steps_per_second": 3.716,
      "eval_weighted_fpr": 0.02207348333808032,
      "eval_weighted_sensitivity": 0.7598760650658405,
      "eval_weighted_specificity": 0.9655403241234398,
      "step": 643
    }
  ],
  "logging_steps": 500,
  "max_steps": 19290,
  "num_train_epochs": 30,
  "save_steps": 500,
  "total_flos": 1575916895250432.0,
  "trial_name": null,
  "trial_params": null
}