File size: 2,657 Bytes
ad46764
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
97
98
99
100
101
{
  "best_global_step": 2757,
  "best_metric": 0.8695398280390421,
  "best_model_checkpoint": "outputs/hate-speech-detection/sphobert/checkpoint-2757",
  "epoch": 3.0,
  "eval_steps": 500,
  "global_step": 2757,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.998911860718172,
      "grad_norm": 4.184622287750244,
      "learning_rate": 1.9996091589167148e-05,
      "loss": 0.4416,
      "step": 918
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.8672093023255814,
      "eval_f1": 0.8518449095766703,
      "eval_loss": 0.3689223527908325,
      "eval_precision": 0.8462192542311449,
      "eval_recall": 0.8672093023255814,
      "eval_runtime": 38.1007,
      "eval_samples_per_second": 112.859,
      "eval_steps_per_second": 3.543,
      "step": 919
    },
    {
      "epoch": 1.997823721436344,
      "grad_norm": 6.81333589553833,
      "learning_rate": 1.9982377977480694e-05,
      "loss": 0.3299,
      "step": 1836
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8806976744186047,
      "eval_f1": 0.8616461626459706,
      "eval_loss": 0.3702216148376465,
      "eval_precision": 0.8647081088093735,
      "eval_recall": 0.8806976744186047,
      "eval_runtime": 40.0641,
      "eval_samples_per_second": 107.328,
      "eval_steps_per_second": 3.37,
      "step": 1838
    },
    {
      "epoch": 2.996735582154516,
      "grad_norm": 7.187419414520264,
      "learning_rate": 1.9958812963917564e-05,
      "loss": 0.2644,
      "step": 2754
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.878139534883721,
      "eval_f1": 0.8695398280390421,
      "eval_loss": 0.3386484682559967,
      "eval_precision": 0.8660161855016026,
      "eval_recall": 0.878139534883721,
      "eval_runtime": 40.1821,
      "eval_samples_per_second": 107.013,
      "eval_steps_per_second": 3.36,
      "step": 2757
    }
  ],
  "logging_steps": 918,
  "max_steps": 91900,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 100,
  "save_steps": 500,
  "stateful_callbacks": {
    "EarlyStoppingCallback": {
      "args": {
        "early_stopping_patience": 5,
        "early_stopping_threshold": 0.0
      },
      "attributes": {
        "early_stopping_patience_counter": 0
      }
    },
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": false
      },
      "attributes": {}
    }
  },
  "total_flos": 0.0,
  "train_batch_size": 32,
  "trial_name": null,
  "trial_params": null
}