File size: 2,534 Bytes
92fde8a
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.2590958774089813,
  "best_model_checkpoint": "google/vit-base-patch16-224-in21k_brain_tumor_diagnosis/checkpoint-39",
  "epoch": 5.0,
  "global_step": 65,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.08,
      "learning_rate": 0.00019692307692307696,
      "loss": 0.7101,
      "step": 1
    },
    {
      "epoch": 1.0,
      "eval_F1": 0.9473684210526316,
      "eval_Precision": 1.0,
      "eval_Recall": 0.9,
      "eval_accuracy": 0.9411764705882353,
      "eval_loss": 0.33511093258857727,
      "eval_runtime": 48.236,
      "eval_samples_per_second": 1.057,
      "eval_steps_per_second": 0.145,
      "step": 13
    },
    {
      "epoch": 2.0,
      "eval_F1": 0.923076923076923,
      "eval_Precision": 0.8571428571428571,
      "eval_Recall": 1.0,
      "eval_accuracy": 0.9019607843137255,
      "eval_loss": 0.30783897638320923,
      "eval_runtime": 48.1983,
      "eval_samples_per_second": 1.058,
      "eval_steps_per_second": 0.145,
      "step": 26
    },
    {
      "epoch": 3.0,
      "eval_F1": 0.9375,
      "eval_Precision": 0.8823529411764706,
      "eval_Recall": 1.0,
      "eval_accuracy": 0.9215686274509803,
      "eval_loss": 0.2590958774089813,
      "eval_runtime": 48.0033,
      "eval_samples_per_second": 1.062,
      "eval_steps_per_second": 0.146,
      "step": 39
    },
    {
      "epoch": 4.0,
      "eval_F1": 0.912280701754386,
      "eval_Precision": 0.9629629629629629,
      "eval_Recall": 0.8666666666666667,
      "eval_accuracy": 0.9019607843137255,
      "eval_loss": 0.2701869010925293,
      "eval_runtime": 48.101,
      "eval_samples_per_second": 1.06,
      "eval_steps_per_second": 0.146,
      "step": 52
    },
    {
      "epoch": 5.0,
      "eval_F1": 0.912280701754386,
      "eval_Precision": 0.9629629629629629,
      "eval_Recall": 0.8666666666666667,
      "eval_accuracy": 0.9019607843137255,
      "eval_loss": 0.2854834794998169,
      "eval_runtime": 48.2183,
      "eval_samples_per_second": 1.058,
      "eval_steps_per_second": 0.145,
      "step": 65
    },
    {
      "epoch": 5.0,
      "step": 65,
      "total_flos": 7.826690951073792e+16,
      "train_loss": 0.1883694419494042,
      "train_runtime": 3033.8337,
      "train_samples_per_second": 0.333,
      "train_steps_per_second": 0.021
    }
  ],
  "max_steps": 65,
  "num_train_epochs": 5,
  "total_flos": 7.826690951073792e+16,
  "trial_name": null,
  "trial_params": null
}