File size: 3,112 Bytes
60d9bc5
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 750.0,
  "global_step": 3000,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 125.0,
      "eval_accuracy": 0.8307210031347962,
      "eval_f1": 0.6761904761904761,
      "eval_loss": 0.869185745716095,
      "eval_precision": 0.6396396396396397,
      "eval_recall": 0.7171717171717171,
      "eval_runtime": 1.1326,
      "eval_samples_per_second": 24.722,
      "eval_steps_per_second": 1.766,
      "step": 500
    },
    {
      "epoch": 250.0,
      "learning_rate": 4e-05,
      "loss": 0.2158,
      "step": 1000
    },
    {
      "epoch": 250.0,
      "eval_accuracy": 0.8244514106583072,
      "eval_f1": 0.6272727272727273,
      "eval_loss": 1.0074251890182495,
      "eval_precision": 0.5702479338842975,
      "eval_recall": 0.696969696969697,
      "eval_runtime": 0.5366,
      "eval_samples_per_second": 52.181,
      "eval_steps_per_second": 3.727,
      "step": 1000
    },
    {
      "epoch": 375.0,
      "eval_accuracy": 0.8119122257053292,
      "eval_f1": 0.6952380952380952,
      "eval_loss": 1.3559716939926147,
      "eval_precision": 0.6576576576576577,
      "eval_recall": 0.7373737373737373,
      "eval_runtime": 0.5707,
      "eval_samples_per_second": 49.06,
      "eval_steps_per_second": 3.504,
      "step": 1500
    },
    {
      "epoch": 500.0,
      "learning_rate": 2e-05,
      "loss": 0.0184,
      "step": 2000
    },
    {
      "epoch": 500.0,
      "eval_accuracy": 0.8056426332288401,
      "eval_f1": 0.6507177033492823,
      "eval_loss": 1.339294195175171,
      "eval_precision": 0.6181818181818182,
      "eval_recall": 0.6868686868686869,
      "eval_runtime": 0.5948,
      "eval_samples_per_second": 47.076,
      "eval_steps_per_second": 3.363,
      "step": 2000
    },
    {
      "epoch": 625.0,
      "eval_accuracy": 0.8213166144200627,
      "eval_f1": 0.6542056074766355,
      "eval_loss": 1.3527517318725586,
      "eval_precision": 0.6086956521739131,
      "eval_recall": 0.7070707070707071,
      "eval_runtime": 0.5373,
      "eval_samples_per_second": 52.109,
      "eval_steps_per_second": 3.722,
      "step": 2500
    },
    {
      "epoch": 750.0,
      "learning_rate": 0.0,
      "loss": 0.0175,
      "step": 3000
    },
    {
      "epoch": 750.0,
      "eval_accuracy": 0.8181818181818182,
      "eval_f1": 0.660377358490566,
      "eval_loss": 1.4282338619232178,
      "eval_precision": 0.6194690265486725,
      "eval_recall": 0.7070707070707071,
      "eval_runtime": 0.5599,
      "eval_samples_per_second": 50.01,
      "eval_steps_per_second": 3.572,
      "step": 3000
    },
    {
      "epoch": 750.0,
      "step": 3000,
      "total_flos": 3253656728250000.0,
      "train_loss": 0.0839117234547933,
      "train_runtime": 334.6639,
      "train_samples_per_second": 573.71,
      "train_steps_per_second": 8.964
    }
  ],
  "max_steps": 3000,
  "num_train_epochs": 750,
  "total_flos": 3253656728250000.0,
  "trial_name": null,
  "trial_params": null
}