File size: 3,686 Bytes
c30d6d0
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.9061333333333333,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0549/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": 2.37607479095459,
      "learning_rate": 9.507764069616767e-05,
      "loss": 1.4412,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.8165333333333333,
      "eval_loss": 0.6453579664230347,
      "eval_runtime": 6.1408,
      "eval_samples_per_second": 610.672,
      "eval_steps_per_second": 9.608,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": 4.8892741203308105,
      "learning_rate": 8.122714722185695e-05,
      "loss": 0.4595,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8458666666666667,
      "eval_loss": 0.5236265063285828,
      "eval_runtime": 5.7182,
      "eval_samples_per_second": 655.798,
      "eval_steps_per_second": 10.318,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 0.9596530795097351,
      "learning_rate": 6.119173426442958e-05,
      "loss": 0.2517,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8666666666666667,
      "eval_loss": 0.4390570819377899,
      "eval_runtime": 5.6467,
      "eval_samples_per_second": 664.103,
      "eval_steps_per_second": 10.449,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 0.15629169344902039,
      "learning_rate": 3.893966107831872e-05,
      "loss": 0.1276,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.8802666666666666,
      "eval_loss": 0.41293978691101074,
      "eval_runtime": 5.6077,
      "eval_samples_per_second": 668.724,
      "eval_steps_per_second": 10.521,
      "step": 1332
    },
    {
      "epoch": 5.0,
      "grad_norm": 12.159905433654785,
      "learning_rate": 1.887822366180192e-05,
      "loss": 0.0574,
      "step": 1665
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.8981333333333333,
      "eval_loss": 0.35833996534347534,
      "eval_runtime": 5.643,
      "eval_samples_per_second": 664.541,
      "eval_steps_per_second": 10.455,
      "step": 1665
    },
    {
      "epoch": 6.0,
      "grad_norm": 1.8932682275772095,
      "learning_rate": 4.980835732604045e-06,
      "loss": 0.0226,
      "step": 1998
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.9032,
      "eval_loss": 0.3556669354438782,
      "eval_runtime": 5.6744,
      "eval_samples_per_second": 660.858,
      "eval_steps_per_second": 10.398,
      "step": 1998
    },
    {
      "epoch": 7.0,
      "grad_norm": 0.2523907423019409,
      "learning_rate": 4.5410380539179233e-11,
      "loss": 0.0114,
      "step": 2331
    },
    {
      "epoch": 7.0,
      "eval_accuracy": 0.9061333333333333,
      "eval_loss": 0.34620368480682373,
      "eval_runtime": 5.681,
      "eval_samples_per_second": 660.093,
      "eval_steps_per_second": 10.385,
      "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
}