File size: 2,453 Bytes
e8728c3
c15f883
 
 
e8728c3
c15f883
e8728c3
 
 
 
 
c15f883
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
e8728c3
 
 
c15f883
e8728c3
 
 
c15f883
e8728c3
 
 
 
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
{
  "best_metric": 0.8710801393728222,
  "best_model_checkpoint": "swin-tiny-patch4-window7-224-finetuned-eurosat/checkpoint-60",
  "epoch": 2.962962962962963,
  "eval_steps": 500,
  "global_step": 60,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 0.49,
      "grad_norm": 9.358732223510742,
      "learning_rate": 4.62962962962963e-05,
      "loss": 1.259,
      "step": 10
    },
    {
      "epoch": 0.99,
      "grad_norm": 11.161949157714844,
      "learning_rate": 3.7037037037037037e-05,
      "loss": 0.8451,
      "step": 20
    },
    {
      "epoch": 0.99,
      "eval_accuracy": 0.7874564459930313,
      "eval_loss": 0.5740640163421631,
      "eval_runtime": 4.4336,
      "eval_samples_per_second": 64.733,
      "eval_steps_per_second": 2.03,
      "step": 20
    },
    {
      "epoch": 1.48,
      "grad_norm": 13.122177124023438,
      "learning_rate": 2.777777777777778e-05,
      "loss": 0.581,
      "step": 30
    },
    {
      "epoch": 1.98,
      "grad_norm": 10.2821044921875,
      "learning_rate": 1.8518518518518518e-05,
      "loss": 0.4621,
      "step": 40
    },
    {
      "epoch": 1.98,
      "eval_accuracy": 0.8048780487804879,
      "eval_loss": 0.45788925886154175,
      "eval_runtime": 4.1854,
      "eval_samples_per_second": 68.572,
      "eval_steps_per_second": 2.15,
      "step": 40
    },
    {
      "epoch": 2.47,
      "grad_norm": 12.540511131286621,
      "learning_rate": 9.259259259259259e-06,
      "loss": 0.4259,
      "step": 50
    },
    {
      "epoch": 2.96,
      "grad_norm": 6.045067310333252,
      "learning_rate": 0.0,
      "loss": 0.3736,
      "step": 60
    },
    {
      "epoch": 2.96,
      "eval_accuracy": 0.8710801393728222,
      "eval_loss": 0.3399865925312042,
      "eval_runtime": 4.397,
      "eval_samples_per_second": 65.272,
      "eval_steps_per_second": 2.047,
      "step": 60
    },
    {
      "epoch": 2.96,
      "step": 60,
      "total_flos": 1.9045723068223488e+17,
      "train_loss": 0.657797618707021,
      "train_runtime": 145.8955,
      "train_samples_per_second": 53.113,
      "train_steps_per_second": 0.411
    }
  ],
  "logging_steps": 10,
  "max_steps": 60,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 3,
  "save_steps": 500,
  "total_flos": 1.9045723068223488e+17,
  "train_batch_size": 32,
  "trial_name": null,
  "trial_params": null
}