File size: 2,377 Bytes
554757b
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.7333333333333333,
  "best_model_checkpoint": "vit-base-patch16-224-in21k-finetuned-eurosat/checkpoint-8",
  "epoch": 5.0,
  "eval_steps": 500,
  "global_step": 40,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "eval_accuracy": 0.7333333333333333,
      "eval_loss": 1.0921894311904907,
      "eval_runtime": 3.0296,
      "eval_samples_per_second": 79.218,
      "eval_steps_per_second": 2.641,
      "step": 8
    },
    {
      "epoch": 1.25,
      "learning_rate": 0.04166666666666667,
      "loss": 2.0408,
      "step": 10
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.7333333333333333,
      "eval_loss": 0.6038733720779419,
      "eval_runtime": 4.2621,
      "eval_samples_per_second": 56.31,
      "eval_steps_per_second": 1.877,
      "step": 16
    },
    {
      "epoch": 2.5,
      "learning_rate": 0.02777777777777778,
      "loss": 0.9248,
      "step": 20
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.7333333333333333,
      "eval_loss": 0.5809813737869263,
      "eval_runtime": 3.322,
      "eval_samples_per_second": 72.246,
      "eval_steps_per_second": 2.408,
      "step": 24
    },
    {
      "epoch": 3.75,
      "learning_rate": 0.01388888888888889,
      "loss": 0.6035,
      "step": 30
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.7333333333333333,
      "eval_loss": 0.5829953551292419,
      "eval_runtime": 3.1718,
      "eval_samples_per_second": 75.666,
      "eval_steps_per_second": 2.522,
      "step": 32
    },
    {
      "epoch": 5.0,
      "learning_rate": 0.0,
      "loss": 0.5951,
      "step": 40
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.7333333333333333,
      "eval_loss": 0.5802249908447266,
      "eval_runtime": 3.5495,
      "eval_samples_per_second": 67.615,
      "eval_steps_per_second": 2.254,
      "step": 40
    },
    {
      "epoch": 5.0,
      "step": 40,
      "total_flos": 3.8745994807296e+17,
      "train_loss": 1.0410279870033263,
      "train_runtime": 283.9848,
      "train_samples_per_second": 17.607,
      "train_steps_per_second": 0.141
    }
  ],
  "logging_steps": 10,
  "max_steps": 40,
  "num_train_epochs": 5,
  "save_steps": 500,
  "total_flos": 3.8745994807296e+17,
  "trial_name": null,
  "trial_params": null
}