File size: 2,545 Bytes
08705fe
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
92
93
{
  "best_metric": 0.8578431372549019,
  "best_model_checkpoint": "./fine-tune/bert-base-uncased/mrpc/checkpoint-690",
  "epoch": 5.0,
  "global_step": 1150,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "eval_accuracy": 0.8088235294117647,
      "eval_combined_score": 0.8396277115497361,
      "eval_f1": 0.8704318936877077,
      "eval_loss": 0.4110628664493561,
      "eval_runtime": 1.9445,
      "eval_samples_per_second": 209.823,
      "eval_steps_per_second": 26.228,
      "step": 230
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8480392156862745,
      "eval_combined_score": 0.8711185839523523,
      "eval_f1": 0.89419795221843,
      "eval_loss": 0.3761928379535675,
      "eval_runtime": 2.0026,
      "eval_samples_per_second": 203.738,
      "eval_steps_per_second": 25.467,
      "step": 460
    },
    {
      "epoch": 2.17,
      "learning_rate": 1.2025901942645698e-05,
      "loss": 0.4287,
      "step": 500
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8578431372549019,
      "eval_combined_score": 0.8801000198059021,
      "eval_f1": 0.9023569023569024,
      "eval_loss": 0.557181179523468,
      "eval_runtime": 1.4976,
      "eval_samples_per_second": 272.437,
      "eval_steps_per_second": 34.055,
      "step": 690
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.8553921568627451,
      "eval_combined_score": 0.8765695619669012,
      "eval_f1": 0.8977469670710572,
      "eval_loss": 0.6086517572402954,
      "eval_runtime": 1.1289,
      "eval_samples_per_second": 361.413,
      "eval_steps_per_second": 45.177,
      "step": 920
    },
    {
      "epoch": 4.35,
      "learning_rate": 2.7752081406105456e-06,
      "loss": 0.1172,
      "step": 1000
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.8455882352941176,
      "eval_combined_score": 0.86782029565753,
      "eval_f1": 0.8900523560209423,
      "eval_loss": 0.6524226069450378,
      "eval_runtime": 1.1704,
      "eval_samples_per_second": 348.589,
      "eval_steps_per_second": 43.574,
      "step": 1150
    },
    {
      "epoch": 5.0,
      "step": 1150,
      "total_flos": 1206364188825600.0,
      "train_loss": 0.24623984295388926,
      "train_runtime": 263.949,
      "train_samples_per_second": 69.483,
      "train_steps_per_second": 4.357
    }
  ],
  "max_steps": 1150,
  "num_train_epochs": 5,
  "total_flos": 1206364188825600.0,
  "trial_name": null,
  "trial_params": null
}