File size: 2,581 Bytes
365fbb0
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
94
95
96
{
  "best_metric": 0.6257979869842529,
  "best_model_checkpoint": "output_pipe/H4ac/origin/checkpoint-200",
  "epoch": 4.0,
  "eval_steps": 200,
  "global_step": 428,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.9345794392523364,
      "grad_norm": 64164.80078125,
      "learning_rate": 2.6031746031746032e-05,
      "loss": 0.6523,
      "step": 100
    },
    {
      "epoch": 1.8691588785046729,
      "grad_norm": 476353.5,
      "learning_rate": 1.8095238095238094e-05,
      "loss": 0.5671,
      "step": 200
    },
    {
      "epoch": 1.8691588785046729,
      "eval_accuracy": 0.6589442815249267,
      "eval_f1": 0.6579155363637312,
      "eval_loss": 0.6257979869842529,
      "eval_matthews_correlation": 0.3364903589596133,
      "eval_precision": 0.6705934612651031,
      "eval_recall": 0.6659292226576259,
      "eval_runtime": 2.6504,
      "eval_samples_per_second": 1286.606,
      "eval_steps_per_second": 5.282,
      "step": 200
    },
    {
      "epoch": 2.803738317757009,
      "grad_norm": 219894.8125,
      "learning_rate": 1.0158730158730158e-05,
      "loss": 0.3668,
      "step": 300
    },
    {
      "epoch": 3.7383177570093458,
      "grad_norm": 366126.6875,
      "learning_rate": 2.222222222222222e-06,
      "loss": 0.1433,
      "step": 400
    },
    {
      "epoch": 3.7383177570093458,
      "eval_accuracy": 0.6480938416422287,
      "eval_f1": 0.6460041026152096,
      "eval_loss": 1.1342097520828247,
      "eval_matthews_correlation": 0.29208396951706195,
      "eval_precision": 0.6462142217913729,
      "eval_recall": 0.6458699506170023,
      "eval_runtime": 2.8648,
      "eval_samples_per_second": 1190.321,
      "eval_steps_per_second": 4.887,
      "step": 400
    },
    {
      "epoch": 4.0,
      "step": 428,
      "total_flos": 2.69889186396186e+16,
      "train_loss": 0.4096111087041481,
      "train_runtime": 263.1821,
      "train_samples_per_second": 414.542,
      "train_steps_per_second": 1.626
    }
  ],
  "logging_steps": 100,
  "max_steps": 428,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 4,
  "save_steps": 200,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 2.69889186396186e+16,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}