File size: 2,461 Bytes
1421e73
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.13778184354305267,
  "best_model_checkpoint": "bert-intent-classifier/checkpoint-1071",
  "epoch": 4.0,
  "eval_steps": 500,
  "global_step": 2142,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.9990662931839402,
      "grad_norm": 5.298245906829834,
      "learning_rate": 1.600747663551402e-05,
      "loss": 0.3131,
      "step": 535
    },
    {
      "epoch": 0.9990662931839402,
      "eval_accuracy": 0.9557281024383599,
      "eval_loss": 0.16336975991725922,
      "eval_runtime": 25.6475,
      "eval_samples_per_second": 286.227,
      "eval_steps_per_second": 17.897,
      "step": 535
    },
    {
      "epoch": 2.0,
      "grad_norm": 5.548210620880127,
      "learning_rate": 1.2e-05,
      "loss": 0.1143,
      "step": 1071
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.9619942787086228,
      "eval_loss": 0.13778184354305267,
      "eval_runtime": 25.2843,
      "eval_samples_per_second": 290.339,
      "eval_steps_per_second": 18.154,
      "step": 1071
    },
    {
      "epoch": 2.9990662931839402,
      "grad_norm": 3.810972213745117,
      "learning_rate": 8.000000000000001e-06,
      "loss": 0.0754,
      "step": 1606
    },
    {
      "epoch": 2.9990662931839402,
      "eval_accuracy": 0.9653998092902875,
      "eval_loss": 0.13948151469230652,
      "eval_runtime": 25.178,
      "eval_samples_per_second": 291.564,
      "eval_steps_per_second": 18.23,
      "step": 1606
    },
    {
      "epoch": 4.0,
      "grad_norm": 0.10682384669780731,
      "learning_rate": 3.992523364485982e-06,
      "loss": 0.0571,
      "step": 2142
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.9644462607274213,
      "eval_loss": 0.13912545144557953,
      "eval_runtime": 25.6125,
      "eval_samples_per_second": 286.618,
      "eval_steps_per_second": 17.921,
      "step": 2142
    }
  ],
  "logging_steps": 500,
  "max_steps": 2675,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 5,
  "save_steps": 500,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": false
      },
      "attributes": {}
    }
  },
  "total_flos": 9072755267279040.0,
  "train_batch_size": 16,
  "trial_name": null,
  "trial_params": null
}