File size: 3,245 Bytes
65ae067
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
101
102
103
104
105
106
107
108
109
110
111
112
113
114
115
116
117
118
119
120
121
122
123
124
125
126
127
128
129
130
{
  "best_metric": 0.8786666666666667,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0447/checkpoints/checkpoint-1998",
  "epoch": 6.0,
  "eval_steps": 500,
  "global_step": 1998,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": Infinity,
      "learning_rate": 8.400647327635769e-05,
      "loss": 1.7141,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.7845333333333333,
      "eval_loss": 0.7780420780181885,
      "eval_runtime": 7.1628,
      "eval_samples_per_second": 523.539,
      "eval_steps_per_second": 8.237,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": Infinity,
      "learning_rate": 6.762244255374248e-05,
      "loss": 0.5309,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8301333333333333,
      "eval_loss": 0.5807895064353943,
      "eval_runtime": 6.0629,
      "eval_samples_per_second": 618.52,
      "eval_steps_per_second": 9.731,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 24.493083953857422,
      "learning_rate": 4.5141512949348145e-05,
      "loss": 0.2383,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8477333333333333,
      "eval_loss": 0.5185971856117249,
      "eval_runtime": 5.6792,
      "eval_samples_per_second": 660.304,
      "eval_steps_per_second": 10.389,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 0.15606682002544403,
      "learning_rate": 2.262266506445742e-05,
      "loss": 0.0985,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.868,
      "eval_loss": 0.45376724004745483,
      "eval_runtime": 6.2472,
      "eval_samples_per_second": 600.272,
      "eval_steps_per_second": 9.444,
      "step": 1332
    },
    {
      "epoch": 5.0,
      "grad_norm": 0.7528915405273438,
      "learning_rate": 6.099806004306081e-06,
      "loss": 0.0344,
      "step": 1665
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.8784,
      "eval_loss": 0.4451533854007721,
      "eval_runtime": 5.9168,
      "eval_samples_per_second": 633.792,
      "eval_steps_per_second": 9.972,
      "step": 1665
    },
    {
      "epoch": 6.0,
      "grad_norm": 0.8808553814888,
      "learning_rate": 2.2251071493339937e-10,
      "loss": 0.0148,
      "step": 1998
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.8786666666666667,
      "eval_loss": 0.44356340169906616,
      "eval_runtime": 5.7027,
      "eval_samples_per_second": 657.582,
      "eval_steps_per_second": 10.346,
      "step": 1998
    }
  ],
  "logging_steps": 500,
  "max_steps": 1998,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 6,
  "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": 9.88447923735552e+18,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}