File size: 2,805 Bytes
8287799
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": null,
  "best_model_checkpoint": null,
  "epoch": 5.0,
  "global_step": 1150,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "learning_rate": 1.6000000000000003e-05,
      "loss": 0.5981,
      "step": 230
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.7892156862745098,
      "eval_combined_score": 0.8227014886222047,
      "eval_f1": 0.8561872909698997,
      "eval_loss": 0.45800894498825073,
      "eval_runtime": 4.1966,
      "eval_samples_per_second": 97.221,
      "eval_steps_per_second": 12.153,
      "step": 230
    },
    {
      "epoch": 2.0,
      "learning_rate": 1.2e-05,
      "loss": 0.3739,
      "step": 460
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8480392156862745,
      "eval_combined_score": 0.8711185839523523,
      "eval_f1": 0.89419795221843,
      "eval_loss": 0.38060691952705383,
      "eval_runtime": 4.1663,
      "eval_samples_per_second": 97.928,
      "eval_steps_per_second": 12.241,
      "step": 460
    },
    {
      "epoch": 3.0,
      "learning_rate": 8.000000000000001e-06,
      "loss": 0.1991,
      "step": 690
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8529411764705882,
      "eval_combined_score": 0.8743872549019608,
      "eval_f1": 0.8958333333333334,
      "eval_loss": 0.4879474937915802,
      "eval_runtime": 4.1609,
      "eval_samples_per_second": 98.056,
      "eval_steps_per_second": 12.257,
      "step": 690
    },
    {
      "epoch": 4.0,
      "learning_rate": 4.000000000000001e-06,
      "loss": 0.1286,
      "step": 920
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.8529411764705882,
      "eval_combined_score": 0.8757949125596185,
      "eval_f1": 0.8986486486486487,
      "eval_loss": 0.6342187523841858,
      "eval_runtime": 4.165,
      "eval_samples_per_second": 97.959,
      "eval_steps_per_second": 12.245,
      "step": 920
    },
    {
      "epoch": 5.0,
      "learning_rate": 0.0,
      "loss": 0.0812,
      "step": 1150
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.8602941176470589,
      "eval_combined_score": 0.8814291101055808,
      "eval_f1": 0.9025641025641027,
      "eval_loss": 0.7132137417793274,
      "eval_runtime": 4.1564,
      "eval_samples_per_second": 98.161,
      "eval_steps_per_second": 12.27,
      "step": 1150
    },
    {
      "epoch": 5.0,
      "step": 1150,
      "total_flos": 4825456755302400.0,
      "train_loss": 0.27617628014605977,
      "train_runtime": 672.1032,
      "train_samples_per_second": 27.287,
      "train_steps_per_second": 1.711
    }
  ],
  "max_steps": 1150,
  "num_train_epochs": 5,
  "total_flos": 4825456755302400.0,
  "trial_name": null,
  "trial_params": null
}