File size: 2,458 Bytes
bcef031
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.2952,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0638/checkpoints/checkpoint-1332",
  "epoch": 4.0,
  "eval_steps": 500,
  "global_step": 1332,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 20.210954666137695,
      "learning_rate": 0.00042802307135775643,
      "loss": 3.5938,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.15546666666666667,
      "eval_loss": 3.226923942565918,
      "eval_runtime": 10.826,
      "eval_samples_per_second": 346.388,
      "eval_steps_per_second": 5.45,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": 48.80675506591797,
      "learning_rate": 0.00025176890002235805,
      "loss": 3.096,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.22773333333333334,
      "eval_loss": 2.9386520385742188,
      "eval_runtime": 10.6741,
      "eval_samples_per_second": 351.318,
      "eval_steps_per_second": 5.527,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 29.856185913085938,
      "learning_rate": 7.447853104434438e-05,
      "loss": 2.8132,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.27573333333333333,
      "eval_loss": 2.712428092956543,
      "eval_runtime": 10.7771,
      "eval_samples_per_second": 347.961,
      "eval_steps_per_second": 5.475,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 29.863506317138672,
      "learning_rate": 6.258092905636614e-09,
      "loss": 2.5484,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.2952,
      "eval_loss": 2.619431495666504,
      "eval_runtime": 10.8554,
      "eval_samples_per_second": 345.449,
      "eval_steps_per_second": 5.435,
      "step": 1332
    }
  ],
  "logging_steps": 500,
  "max_steps": 1332,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 4,
  "save_steps": 500,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": true
      },
      "attributes": {}
    }
  },
  "total_flos": 6.58965282490368e+18,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}