File size: 1,792 Bytes
3f8101b
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.8821752265861027,
  "best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-eurosat/checkpoint-30",
  "epoch": 3.0,
  "eval_steps": 500,
  "global_step": 30,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "learning_rate": 3.7037037037037037e-05,
      "loss": 2.0945,
      "step": 10
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.5568982880161127,
      "eval_loss": 1.3184599876403809,
      "eval_runtime": 4.1159,
      "eval_samples_per_second": 241.258,
      "eval_steps_per_second": 1.215,
      "step": 10
    },
    {
      "epoch": 2.0,
      "learning_rate": 1.8518518518518518e-05,
      "loss": 1.1055,
      "step": 20
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.837865055387714,
      "eval_loss": 0.696175217628479,
      "eval_runtime": 3.8784,
      "eval_samples_per_second": 256.033,
      "eval_steps_per_second": 1.289,
      "step": 20
    },
    {
      "epoch": 3.0,
      "learning_rate": 0.0,
      "loss": 0.6974,
      "step": 30
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8821752265861027,
      "eval_loss": 0.5172543525695801,
      "eval_runtime": 4.1085,
      "eval_samples_per_second": 241.693,
      "eval_steps_per_second": 1.217,
      "step": 30
    },
    {
      "epoch": 3.0,
      "step": 30,
      "total_flos": 6.66078011176919e+17,
      "train_loss": 1.299128500620524,
      "train_runtime": 138.8552,
      "train_samples_per_second": 192.935,
      "train_steps_per_second": 0.216
    }
  ],
  "logging_steps": 10,
  "max_steps": 30,
  "num_train_epochs": 3,
  "save_steps": 500,
  "total_flos": 6.66078011176919e+17,
  "trial_name": null,
  "trial_params": null
}