File size: 3,255 Bytes
817c47e
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.9301333333333334,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0132/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": 17.590911865234375,
      "learning_rate": 9.334052586261965e-05,
      "loss": 0.8757,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.8352,
      "eval_loss": 0.5451493859291077,
      "eval_runtime": 11.2833,
      "eval_samples_per_second": 332.351,
      "eval_steps_per_second": 5.229,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": 0.2023411989212036,
      "learning_rate": 7.513604728193609e-05,
      "loss": 0.3474,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8656,
      "eval_loss": 0.4395115375518799,
      "eval_runtime": 11.6421,
      "eval_samples_per_second": 322.108,
      "eval_steps_per_second": 5.068,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 11.985528945922852,
      "learning_rate": 5.015723661038683e-05,
      "loss": 0.1707,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8933333333333333,
      "eval_loss": 0.3847244083881378,
      "eval_runtime": 11.3272,
      "eval_samples_per_second": 331.06,
      "eval_steps_per_second": 5.209,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 0.5231203436851501,
      "learning_rate": 2.5136294516063797e-05,
      "loss": 0.066,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.9,
      "eval_loss": 0.37163951992988586,
      "eval_runtime": 11.2458,
      "eval_samples_per_second": 333.458,
      "eval_steps_per_second": 5.246,
      "step": 1332
    },
    {
      "epoch": 5.0,
      "grad_norm": 0.005454526282846928,
      "learning_rate": 6.777562227006756e-06,
      "loss": 0.0181,
      "step": 1665
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.9205333333333333,
      "eval_loss": 0.30698445439338684,
      "eval_runtime": 11.2688,
      "eval_samples_per_second": 332.776,
      "eval_steps_per_second": 5.236,
      "step": 1665
    },
    {
      "epoch": 6.0,
      "grad_norm": 1.0120359659194946,
      "learning_rate": 2.472341277037771e-10,
      "loss": 0.0039,
      "step": 1998
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.9301333333333334,
      "eval_loss": 0.27518150210380554,
      "eval_runtime": 11.048,
      "eval_samples_per_second": 339.427,
      "eval_steps_per_second": 5.34,
      "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
}