File size: 3,248 Bytes
7efcbde
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.8589333333333333,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0540/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": 2.8002157758785897e-05,
      "loss": 2.3557,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.7106666666666667,
      "eval_loss": 1.2292958498001099,
      "eval_runtime": 4.4725,
      "eval_samples_per_second": 838.452,
      "eval_steps_per_second": 13.192,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": Infinity,
      "learning_rate": 2.2540814184580827e-05,
      "loss": 0.8792,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.7997333333333333,
      "eval_loss": 0.7398562431335449,
      "eval_runtime": 4.3266,
      "eval_samples_per_second": 866.731,
      "eval_steps_per_second": 13.637,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": Infinity,
      "learning_rate": 1.5070756328895485e-05,
      "loss": 0.5279,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8192,
      "eval_loss": 0.5910884141921997,
      "eval_runtime": 4.3321,
      "eval_samples_per_second": 865.635,
      "eval_steps_per_second": 13.619,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 1.1309340000152588,
      "learning_rate": 7.56136021973416e-06,
      "loss": 0.3498,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.8429333333333333,
      "eval_loss": 0.5116413235664368,
      "eval_runtime": 4.3345,
      "eval_samples_per_second": 865.16,
      "eval_steps_per_second": 13.612,
      "step": 1332
    },
    {
      "epoch": 5.0,
      "grad_norm": 2.1896307468414307,
      "learning_rate": 2.045141632481093e-06,
      "loss": 0.2546,
      "step": 1665
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.8533333333333334,
      "eval_loss": 0.49379271268844604,
      "eval_runtime": 4.3255,
      "eval_samples_per_second": 866.948,
      "eval_steps_per_second": 13.64,
      "step": 1665
    },
    {
      "epoch": 6.0,
      "grad_norm": 1.303768277168274,
      "learning_rate": 1.668828642892306e-10,
      "loss": 0.2104,
      "step": 1998
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.8589333333333333,
      "eval_loss": 0.481808066368103,
      "eval_runtime": 4.4029,
      "eval_samples_per_second": 851.706,
      "eval_steps_per_second": 13.4,
      "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
}