File size: 3,157 Bytes
f2bb7e9
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.5285333333333333,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0193/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": 0.0005,
      "loss": 3.117,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.25733333333333336,
      "eval_loss": 2.7036898136138916,
      "eval_runtime": 11.5207,
      "eval_samples_per_second": 325.502,
      "eval_steps_per_second": 5.121,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": Infinity,
      "learning_rate": 0.0005,
      "loss": 2.4474,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.3624,
      "eval_loss": 2.2774360179901123,
      "eval_runtime": 11.8847,
      "eval_samples_per_second": 315.532,
      "eval_steps_per_second": 4.964,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 10.66565227508545,
      "learning_rate": 0.0005,
      "loss": 2.0859,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.40826666666666667,
      "eval_loss": 2.0522232055664062,
      "eval_runtime": 11.184,
      "eval_samples_per_second": 335.301,
      "eval_steps_per_second": 5.275,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 12.604762077331543,
      "learning_rate": 0.0005,
      "loss": 1.8158,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.4712,
      "eval_loss": 1.8667511940002441,
      "eval_runtime": 11.1365,
      "eval_samples_per_second": 336.731,
      "eval_steps_per_second": 5.298,
      "step": 1332
    },
    {
      "epoch": 5.0,
      "grad_norm": 7.917346477508545,
      "learning_rate": 0.0005,
      "loss": 1.5848,
      "step": 1665
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.48773333333333335,
      "eval_loss": 1.8190765380859375,
      "eval_runtime": 11.0091,
      "eval_samples_per_second": 340.627,
      "eval_steps_per_second": 5.359,
      "step": 1665
    },
    {
      "epoch": 6.0,
      "grad_norm": 8.334887504577637,
      "learning_rate": 0.0005,
      "loss": 1.3668,
      "step": 1998
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.5285333333333333,
      "eval_loss": 1.6919288635253906,
      "eval_runtime": 11.4047,
      "eval_samples_per_second": 328.813,
      "eval_steps_per_second": 5.173,
      "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
}