File size: 2,463 Bytes
b3524e9
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.9178666666666667,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0040/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": Infinity,
      "learning_rate": 2.8013902315014018e-05,
      "loss": 0.825,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.8605333333333334,
      "eval_loss": 0.43307462334632874,
      "eval_runtime": 6.788,
      "eval_samples_per_second": 552.442,
      "eval_steps_per_second": 8.692,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": Infinity,
      "learning_rate": 2.2561193336869866e-05,
      "loss": 0.2397,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8850666666666667,
      "eval_loss": 0.34956929087638855,
      "eval_runtime": 6.8268,
      "eval_samples_per_second": 549.303,
      "eval_steps_per_second": 8.642,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 12.839532852172852,
      "learning_rate": 1.5070756328895485e-05,
      "loss": 0.1108,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8997333333333334,
      "eval_loss": 0.3273950517177582,
      "eval_runtime": 6.902,
      "eval_samples_per_second": 543.322,
      "eval_steps_per_second": 8.548,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 1.6991207599639893,
      "learning_rate": 7.56136021973416e-06,
      "loss": 0.0482,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.9178666666666667,
      "eval_loss": 0.29011496901512146,
      "eval_runtime": 7.3378,
      "eval_samples_per_second": 511.055,
      "eval_steps_per_second": 8.041,
      "step": 1332
    }
  ],
  "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": false
      },
      "attributes": {}
    }
  },
  "total_flos": 6.58965282490368e+18,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}