File size: 2,418 Bytes
90da933
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": null,
  "best_model_checkpoint": null,
  "epoch": 5.0,
  "global_step": 3205,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.78,
      "learning_rate": 4.219968798751951e-05,
      "loss": 0.2448,
      "step": 500
    },
    {
      "epoch": 1.56,
      "learning_rate": 3.4399375975039005e-05,
      "loss": 0.117,
      "step": 1000
    },
    {
      "epoch": 1.56,
      "eval_accuracy": 0.9510651573223995,
      "eval_f1": 0.9413793103448275,
      "eval_loss": 0.17917607724666595,
      "eval_precision": 0.942101226993865,
      "eval_recall": 0.9406584992343032,
      "eval_runtime": 1.3355,
      "eval_samples_per_second": 548.105,
      "eval_steps_per_second": 68.887,
      "step": 1000
    },
    {
      "epoch": 2.34,
      "learning_rate": 2.65990639625585e-05,
      "loss": 0.0721,
      "step": 1500
    },
    {
      "epoch": 3.12,
      "learning_rate": 1.8798751950078e-05,
      "loss": 0.045,
      "step": 2000
    },
    {
      "epoch": 3.12,
      "eval_accuracy": 0.9569480345841875,
      "eval_f1": 0.9488834696122029,
      "eval_loss": 0.20152758061885834,
      "eval_precision": 0.948112756808409,
      "eval_recall": 0.9496554364471669,
      "eval_runtime": 1.2725,
      "eval_samples_per_second": 575.238,
      "eval_steps_per_second": 72.298,
      "step": 2000
    },
    {
      "epoch": 3.9,
      "learning_rate": 1.0998439937597505e-05,
      "loss": 0.0252,
      "step": 2500
    },
    {
      "epoch": 4.68,
      "learning_rate": 3.198127925117005e-06,
      "loss": 0.0142,
      "step": 3000
    },
    {
      "epoch": 4.68,
      "eval_accuracy": 0.957215438096087,
      "eval_f1": 0.94943793350873,
      "eval_loss": 0.22939395904541016,
      "eval_precision": 0.9490293583245673,
      "eval_recall": 0.9498468606431854,
      "eval_runtime": 1.2703,
      "eval_samples_per_second": 576.223,
      "eval_steps_per_second": 72.421,
      "step": 3000
    },
    {
      "epoch": 5.0,
      "step": 3205,
      "total_flos": 824467030346496.0,
      "train_loss": 0.0817642333912961,
      "train_runtime": 184.8416,
      "train_samples_per_second": 138.605,
      "train_steps_per_second": 17.339
    }
  ],
  "max_steps": 3205,
  "num_train_epochs": 5,
  "total_flos": 824467030346496.0,
  "trial_name": null,
  "trial_params": null
}