File size: 2,613 Bytes
c202ff7
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 1338,
  "best_metric": 0.7512435712799028,
  "best_model_checkpoint": "outputs/roberta-gru-spam-multiclass/checkpoint-1338",
  "epoch": 3.0,
  "eval_steps": 500,
  "global_step": 1338,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 1.5931479930877686,
      "learning_rate": 4.998771926094749e-05,
      "loss": 0.4347,
      "step": 446
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.8916194076874606,
      "eval_f1": 0.6061036720770908,
      "eval_loss": 0.3667852282524109,
      "eval_precision": 0.6100836232680218,
      "eval_recall": 0.6031391363242337,
      "eval_runtime": 6.5607,
      "eval_samples_per_second": 241.897,
      "eval_steps_per_second": 7.621,
      "step": 446
    },
    {
      "epoch": 2.0,
      "grad_norm": 12.401629447937012,
      "learning_rate": 4.995077872180951e-05,
      "loss": 0.2904,
      "step": 892
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8903591682419659,
      "eval_f1": 0.7467819617716158,
      "eval_loss": 0.3618994653224945,
      "eval_precision": 0.7849764394632636,
      "eval_recall": 0.7163934993727473,
      "eval_runtime": 6.5574,
      "eval_samples_per_second": 242.015,
      "eval_steps_per_second": 7.625,
      "step": 892
    },
    {
      "epoch": 3.0,
      "grad_norm": 4.8884358406066895,
      "learning_rate": 4.988921477641713e-05,
      "loss": 0.2233,
      "step": 1338
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8916194076874606,
      "eval_f1": 0.7512435712799028,
      "eval_loss": 0.38439109921455383,
      "eval_precision": 0.8367560450093656,
      "eval_recall": 0.7131617161157495,
      "eval_runtime": 6.5587,
      "eval_samples_per_second": 241.967,
      "eval_steps_per_second": 7.623,
      "step": 1338
    }
  ],
  "logging_steps": 446,
  "max_steps": 44600,
  "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
}