File size: 2,074 Bytes
006816a
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.5882352941176471,
  "best_model_checkpoint": "convnext-tiny-224-drfx-CT-classifier/checkpoint-8",
  "epoch": 5.0,
  "global_step": 20,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "eval_accuracy": 0.4117647058823529,
      "eval_loss": 0.7157618403434753,
      "eval_runtime": 0.1472,
      "eval_samples_per_second": 115.48,
      "eval_steps_per_second": 33.965,
      "step": 4
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.5882352941176471,
      "eval_loss": 0.7129845023155212,
      "eval_runtime": 0.1468,
      "eval_samples_per_second": 115.805,
      "eval_steps_per_second": 34.06,
      "step": 8
    },
    {
      "epoch": 2.5,
      "learning_rate": 2.777777777777778e-05,
      "loss": 0.6797,
      "step": 10
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.5882352941176471,
      "eval_loss": 0.7115125060081482,
      "eval_runtime": 0.1882,
      "eval_samples_per_second": 90.338,
      "eval_steps_per_second": 26.57,
      "step": 12
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.5294117647058824,
      "eval_loss": 0.7026390433311462,
      "eval_runtime": 0.1914,
      "eval_samples_per_second": 88.842,
      "eval_steps_per_second": 26.13,
      "step": 16
    },
    {
      "epoch": 5.0,
      "learning_rate": 0.0,
      "loss": 0.6529,
      "step": 20
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.5294117647058824,
      "eval_loss": 0.7017451524734497,
      "eval_runtime": 0.1458,
      "eval_samples_per_second": 116.562,
      "eval_steps_per_second": 34.283,
      "step": 20
    },
    {
      "epoch": 5.0,
      "step": 20,
      "total_flos": 8040844300124160.0,
      "train_loss": 0.6663260459899902,
      "train_runtime": 18.6616,
      "train_samples_per_second": 17.148,
      "train_steps_per_second": 1.072
    }
  ],
  "max_steps": 20,
  "num_train_epochs": 5,
  "total_flos": 8040844300124160.0,
  "trial_name": null,
  "trial_params": null
}