File size: 2,339 Bytes
a4046b0
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
88
89
90
91
{
  "best_metric": 0.5180561502900504,
  "best_model_checkpoint": "distilbert-base-uncased-finetuned-cola\\run-4\\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,
      "grad_norm": 6.663467884063721,
      "learning_rate": 1.1599690135657977e-05,
      "loss": 0.5243,
      "step": 500
    },
    {
      "epoch": 1.0,
      "eval_loss": 0.46048709750175476,
      "eval_matthews_correlation": 0.4791261224300467,
      "eval_runtime": 0.9073,
      "eval_samples_per_second": 1149.535,
      "eval_steps_per_second": 72.741,
      "step": 535
    },
    {
      "epoch": 1.87,
      "grad_norm": 4.0639166831970215,
      "learning_rate": 8.063199240640302e-06,
      "loss": 0.3712,
      "step": 1000
    },
    {
      "epoch": 2.0,
      "eval_loss": 0.47315478324890137,
      "eval_matthews_correlation": 0.5038487938814906,
      "eval_runtime": 1.4506,
      "eval_samples_per_second": 719.021,
      "eval_steps_per_second": 45.499,
      "step": 1070
    },
    {
      "epoch": 2.8,
      "grad_norm": 19.560606002807617,
      "learning_rate": 4.5267083456226254e-06,
      "loss": 0.2652,
      "step": 1500
    },
    {
      "epoch": 3.0,
      "eval_loss": 0.5683983564376831,
      "eval_matthews_correlation": 0.5132274753696389,
      "eval_runtime": 1.4702,
      "eval_samples_per_second": 709.424,
      "eval_steps_per_second": 44.892,
      "step": 1605
    },
    {
      "epoch": 3.74,
      "grad_norm": 11.331210136413574,
      "learning_rate": 9.902174506049493e-07,
      "loss": 0.2021,
      "step": 2000
    },
    {
      "epoch": 4.0,
      "eval_loss": 0.6489234566688538,
      "eval_matthews_correlation": 0.5180561502900504,
      "eval_runtime": 0.9561,
      "eval_samples_per_second": 1090.899,
      "eval_steps_per_second": 69.031,
      "step": 2140
    }
  ],
  "logging_steps": 500,
  "max_steps": 2140,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 4,
  "save_steps": 500,
  "total_flos": 171379697011200.0,
  "train_batch_size": 16,
  "trial_name": null,
  "trial_params": {
    "learning_rate": 1.5136181030675654e-05,
    "num_train_epochs": 4,
    "per_device_train_batch_size": 16,
    "seed": 7
  }
}