File size: 2,393 Bytes
c321249
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
{
  "best_metric": 0.9418666666666666,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0499/checkpoints/checkpoint-1332",
  "epoch": 4.0,
  "eval_steps": 500,
  "global_step": 1332,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 0.6890498399734497,
      "learning_rate": 3e-05,
      "loss": 1.1309,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.9288,
      "eval_loss": 0.28795215487480164,
      "eval_runtime": 13.3073,
      "eval_samples_per_second": 281.8,
      "eval_steps_per_second": 4.434,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": 0.14404438436031342,
      "learning_rate": 3e-05,
      "loss": 0.1792,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.9336,
      "eval_loss": 0.23155765235424042,
      "eval_runtime": 13.2362,
      "eval_samples_per_second": 283.313,
      "eval_steps_per_second": 4.457,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 4.3436665534973145,
      "learning_rate": 3e-05,
      "loss": 0.0894,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.9352,
      "eval_loss": 0.22564610838890076,
      "eval_runtime": 14.2233,
      "eval_samples_per_second": 263.651,
      "eval_steps_per_second": 4.148,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 4.365817070007324,
      "learning_rate": 3e-05,
      "loss": 0.0492,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.9418666666666666,
      "eval_loss": 0.21553832292556763,
      "eval_runtime": 14.2087,
      "eval_samples_per_second": 263.923,
      "eval_steps_per_second": 4.152,
      "step": 1332
    }
  ],
  "logging_steps": 500,
  "max_steps": 1332,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 4,
  "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": 6.58965282490368e+18,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}