File size: 3,237 Bytes
0078df6
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.8936,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0615/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": 1.8669,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.7728,
      "eval_loss": 0.7824424505233765,
      "eval_runtime": 6.2917,
      "eval_samples_per_second": 596.022,
      "eval_steps_per_second": 9.377,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": 1.8423763513565063,
      "learning_rate": 6.756124916644227e-05,
      "loss": 0.5719,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8189333333333333,
      "eval_loss": 0.5853742361068726,
      "eval_runtime": 6.2379,
      "eval_samples_per_second": 601.161,
      "eval_steps_per_second": 9.458,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": Infinity,
      "learning_rate": 4.5141512949348145e-05,
      "loss": 0.3208,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8522666666666666,
      "eval_loss": 0.46104857325553894,
      "eval_runtime": 6.3945,
      "eval_samples_per_second": 586.446,
      "eval_steps_per_second": 9.227,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 5.745309829711914,
      "learning_rate": 2.262266506445742e-05,
      "loss": 0.1733,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.8773333333333333,
      "eval_loss": 0.40075650811195374,
      "eval_runtime": 6.2908,
      "eval_samples_per_second": 596.113,
      "eval_steps_per_second": 9.379,
      "step": 1332
    },
    {
      "epoch": 5.0,
      "grad_norm": 0.18993838131427765,
      "learning_rate": 6.099806004306081e-06,
      "loss": 0.0866,
      "step": 1665
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.8890666666666667,
      "eval_loss": 0.37525951862335205,
      "eval_runtime": 6.2603,
      "eval_samples_per_second": 599.016,
      "eval_steps_per_second": 9.425,
      "step": 1665
    },
    {
      "epoch": 6.0,
      "grad_norm": 1.1172785758972168,
      "learning_rate": 2.2251071493339937e-10,
      "loss": 0.0527,
      "step": 1998
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.8936,
      "eval_loss": 0.36916661262512207,
      "eval_runtime": 6.2405,
      "eval_samples_per_second": 600.911,
      "eval_steps_per_second": 9.454,
      "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
}