File size: 3,177 Bytes
1264839
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.9077333333333333,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0328/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": 0.0003,
      "loss": 0.5968,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.8928,
      "eval_loss": 0.35770294070243835,
      "eval_runtime": 13.1002,
      "eval_samples_per_second": 286.255,
      "eval_steps_per_second": 4.504,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": 0.25165092945098877,
      "learning_rate": 0.0003,
      "loss": 0.2877,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.9026666666666666,
      "eval_loss": 0.3473285734653473,
      "eval_runtime": 13.0566,
      "eval_samples_per_second": 287.21,
      "eval_steps_per_second": 4.519,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 0.575300395488739,
      "learning_rate": 0.0003,
      "loss": 0.2195,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8954666666666666,
      "eval_loss": 0.38400378823280334,
      "eval_runtime": 13.3363,
      "eval_samples_per_second": 281.188,
      "eval_steps_per_second": 4.424,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 24.276966094970703,
      "learning_rate": 0.0003,
      "loss": 0.1893,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.88,
      "eval_loss": 0.4533151388168335,
      "eval_runtime": 13.0868,
      "eval_samples_per_second": 286.548,
      "eval_steps_per_second": 4.508,
      "step": 1332
    },
    {
      "epoch": 5.0,
      "grad_norm": 0.026050984859466553,
      "learning_rate": 0.0003,
      "loss": 0.1615,
      "step": 1665
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.8829333333333333,
      "eval_loss": 0.4537176787853241,
      "eval_runtime": 13.2534,
      "eval_samples_per_second": 282.946,
      "eval_steps_per_second": 4.452,
      "step": 1665
    },
    {
      "epoch": 6.0,
      "grad_norm": 0.0866602286696434,
      "learning_rate": 0.0003,
      "loss": 0.1447,
      "step": 1998
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.9077333333333333,
      "eval_loss": 0.3672439455986023,
      "eval_runtime": 13.1338,
      "eval_samples_per_second": 285.524,
      "eval_steps_per_second": 4.492,
      "step": 1998
    }
  ],
  "logging_steps": 500,
  "max_steps": 2664,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 8,
  "save_steps": 500,
  "stateful_callbacks": {
    "TrainerControl": {
      "args": {
        "should_epoch_stop": false,
        "should_evaluate": false,
        "should_log": false,
        "should_save": true,
        "should_training_stop": false
      },
      "attributes": {}
    }
  },
  "total_flos": 9.88447923735552e+18,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}