File size: 3,619 Bytes
7b2c7da
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
131
132
133
134
135
136
137
138
139
140
141
142
143
144
145
146
{
  "best_metric": 0.9056,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0273/checkpoints/checkpoint-2331",
  "epoch": 7.0,
  "eval_steps": 500,
  "global_step": 2331,
  "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": 9.507764069616767e-05,
      "loss": 1.549,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.7904,
      "eval_loss": 0.7246555089950562,
      "eval_runtime": 11.5615,
      "eval_samples_per_second": 324.353,
      "eval_steps_per_second": 5.103,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": Infinity,
      "learning_rate": 8.127974762931168e-05,
      "loss": 0.5387,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8410666666666666,
      "eval_loss": 0.5558333396911621,
      "eval_runtime": 11.3233,
      "eval_samples_per_second": 331.176,
      "eval_steps_per_second": 5.211,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 0.13733869791030884,
      "learning_rate": 6.125740150220697e-05,
      "loss": 0.319,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.868,
      "eval_loss": 0.4362860321998596,
      "eval_runtime": 11.3271,
      "eval_samples_per_second": 331.065,
      "eval_steps_per_second": 5.209,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 32.674686431884766,
      "learning_rate": 3.900538894462112e-05,
      "loss": 0.1854,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.8808,
      "eval_loss": 0.3910314738750458,
      "eval_runtime": 11.8463,
      "eval_samples_per_second": 316.555,
      "eval_steps_per_second": 4.98,
      "step": 1332
    },
    {
      "epoch": 5.0,
      "grad_norm": 1.0494736433029175,
      "learning_rate": 1.893099394660879e-05,
      "loss": 0.0932,
      "step": 1665
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.8930666666666667,
      "eval_loss": 0.3572295606136322,
      "eval_runtime": 12.0623,
      "eval_samples_per_second": 310.887,
      "eval_steps_per_second": 4.891,
      "step": 1665
    },
    {
      "epoch": 6.0,
      "grad_norm": 0.07632418721914291,
      "learning_rate": 5.0101966338242764e-06,
      "loss": 0.0433,
      "step": 1998
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.9005333333333333,
      "eval_loss": 0.3487182557582855,
      "eval_runtime": 11.2337,
      "eval_samples_per_second": 333.816,
      "eval_steps_per_second": 5.252,
      "step": 1998
    },
    {
      "epoch": 7.0,
      "grad_norm": 0.15126509964466095,
      "learning_rate": 1.8164143966159507e-10,
      "loss": 0.0255,
      "step": 2331
    },
    {
      "epoch": 7.0,
      "eval_accuracy": 0.9056,
      "eval_loss": 0.3378746807575226,
      "eval_runtime": 11.6297,
      "eval_samples_per_second": 322.451,
      "eval_steps_per_second": 5.073,
      "step": 2331
    }
  ],
  "logging_steps": 500,
  "max_steps": 2331,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 7,
  "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": 1.153189244358144e+19,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}