File size: 3,236 Bytes
23a2fde
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.4093333333333333,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0355/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": 0.00028025614696414387,
      "loss": 3.4504,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.1968,
      "eval_loss": 3.043058395385742,
      "eval_runtime": 5.872,
      "eval_samples_per_second": 638.62,
      "eval_steps_per_second": 10.048,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": Infinity,
      "learning_rate": 0.00022581553795296964,
      "loss": 2.8823,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.25066666666666665,
      "eval_loss": 2.803455114364624,
      "eval_runtime": 6.3082,
      "eval_samples_per_second": 594.462,
      "eval_steps_per_second": 9.353,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 24.687023162841797,
      "learning_rate": 0.00015094341499741014,
      "loss": 2.5725,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.3293333333333333,
      "eval_loss": 2.462296962738037,
      "eval_runtime": 6.5688,
      "eval_samples_per_second": 570.884,
      "eval_steps_per_second": 8.982,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 29.358497619628906,
      "learning_rate": 7.58185047551672e-05,
      "loss": 2.2929,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.3752,
      "eval_loss": 2.2730298042297363,
      "eval_runtime": 5.967,
      "eval_samples_per_second": 628.454,
      "eval_steps_per_second": 9.888,
      "step": 1332
    },
    {
      "epoch": 5.0,
      "grad_norm": 64.06298828125,
      "learning_rate": 2.0570466257110352e-05,
      "loss": 2.0125,
      "step": 1665
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.4066666666666667,
      "eval_loss": 2.141098737716675,
      "eval_runtime": 6.5802,
      "eval_samples_per_second": 569.895,
      "eval_steps_per_second": 8.966,
      "step": 1665
    },
    {
      "epoch": 6.0,
      "grad_norm": 45.673866271972656,
      "learning_rate": 2.9668021975126634e-09,
      "loss": 1.7913,
      "step": 1998
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.4093333333333333,
      "eval_loss": 2.132361650466919,
      "eval_runtime": 6.4525,
      "eval_samples_per_second": 581.166,
      "eval_steps_per_second": 9.144,
      "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
}