File size: 1,740 Bytes
b84a278
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
66
{
  "best_metric": 0.5168316831683168,
  "best_model_checkpoint": "tiny-bert-sst2-distilled/run-9/checkpoint-396",
  "epoch": 2.0,
  "eval_steps": 500,
  "global_step": 792,
  "is_hyper_param_search": true,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 0.3266456127166748,
      "learning_rate": 0.00047485708344336834,
      "loss": 0.1574,
      "step": 396
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.5168316831683168,
      "eval_f1": 0.18120805369127518,
      "eval_loss": 0.15217570960521698,
      "eval_precision": 0.5869565217391305,
      "eval_recall": 0.10714285714285714,
      "eval_runtime": 14.9861,
      "eval_samples_per_second": 33.698,
      "eval_steps_per_second": 1.068,
      "step": 396
    },
    {
      "epoch": 2.0,
      "grad_norm": 0.3928769528865814,
      "learning_rate": 0.000395714236202807,
      "loss": 0.1522,
      "step": 792
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.504950495049505,
      "eval_f1": 0.12587412587412586,
      "eval_loss": 0.14909356832504272,
      "eval_precision": 0.5294117647058824,
      "eval_recall": 0.07142857142857142,
      "eval_runtime": 15.144,
      "eval_samples_per_second": 33.347,
      "eval_steps_per_second": 1.057,
      "step": 792
    }
  ],
  "logging_steps": 500,
  "max_steps": 2772,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 7,
  "save_steps": 500,
  "total_flos": 1555686566280.0,
  "train_batch_size": 24,
  "trial_name": null,
  "trial_params": {
    "alpha": 0.17422929745790272,
    "learning_rate": 0.0005539999306839298,
    "num_train_epochs": 7,
    "per_device_train_batch_size": 24,
    "temperature": 12
  }
}