File size: 2,181 Bytes
9024e11
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
67
68
69
70
71
72
73
74
75
76
77
78
79
80
81
82
83
84
85
86
87
{
  "best_metric": 0.514713087977408,
  "best_model_checkpoint": "distilbert-base-uncased-finetuned-cola/run-1/checkpoint-2140",
  "epoch": 4.0,
  "eval_steps": 500,
  "global_step": 2140,
  "is_hyper_param_search": true,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.93,
      "learning_rate": 4.894237945372658e-05,
      "loss": 0.5408,
      "step": 500
    },
    {
      "epoch": 1.0,
      "eval_loss": 0.48756271600723267,
      "eval_matthews_correlation": 0.4371151083758757,
      "eval_runtime": 0.7652,
      "eval_samples_per_second": 1363.003,
      "eval_steps_per_second": 86.249,
      "step": 535
    },
    {
      "epoch": 1.87,
      "learning_rate": 3.769125774022621e-05,
      "loss": 0.3186,
      "step": 1000
    },
    {
      "epoch": 2.0,
      "eval_loss": 0.4699440896511078,
      "eval_matthews_correlation": 0.48170038113970914,
      "eval_runtime": 0.7508,
      "eval_samples_per_second": 1389.228,
      "eval_steps_per_second": 87.909,
      "step": 1070
    },
    {
      "epoch": 2.8,
      "learning_rate": 2.644013602672585e-05,
      "loss": 0.2026,
      "step": 1500
    },
    {
      "epoch": 3.0,
      "eval_loss": 0.7681801319122314,
      "eval_matthews_correlation": 0.47428224772244454,
      "eval_runtime": 0.7372,
      "eval_samples_per_second": 1414.877,
      "eval_steps_per_second": 89.532,
      "step": 1605
    },
    {
      "epoch": 3.74,
      "learning_rate": 1.5189014313225487e-05,
      "loss": 0.1282,
      "step": 2000
    },
    {
      "epoch": 4.0,
      "eval_loss": 0.8975861072540283,
      "eval_matthews_correlation": 0.514713087977408,
      "eval_runtime": 1.2396,
      "eval_samples_per_second": 841.372,
      "eval_steps_per_second": 53.241,
      "step": 2140
    }
  ],
  "logging_steps": 500,
  "max_steps": 2675,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 5,
  "save_steps": 500,
  "total_flos": 171168835819980.0,
  "train_batch_size": 16,
  "trial_name": null,
  "trial_params": {
    "learning_rate": 6.019350116722694e-05,
    "num_train_epochs": 5,
    "per_device_train_batch_size": 16,
    "seed": 13
  }
}