File size: 3,262 Bytes
b465037
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.9165333333333333,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0227/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": 9.513578960623729e-05,
      "loss": 0.864,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.8416,
      "eval_loss": 0.5093661546707153,
      "eval_runtime": 10.9868,
      "eval_samples_per_second": 341.318,
      "eval_steps_per_second": 5.37,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": 32.657569885253906,
      "learning_rate": 8.13322912197567e-05,
      "loss": 0.2984,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8538666666666667,
      "eval_loss": 0.46858537197113037,
      "eval_runtime": 11.117,
      "eval_samples_per_second": 337.322,
      "eval_steps_per_second": 5.307,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 0.6616553664207458,
      "learning_rate": 6.13230482918689e-05,
      "loss": 0.144,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8666666666666667,
      "eval_loss": 0.4937847852706909,
      "eval_runtime": 10.3571,
      "eval_samples_per_second": 362.069,
      "eval_steps_per_second": 5.697,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 2.4639785289764404,
      "learning_rate": 3.90711367817024e-05,
      "loss": 0.0606,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.8877333333333334,
      "eval_loss": 0.45145586133003235,
      "eval_runtime": 10.2362,
      "eval_samples_per_second": 366.346,
      "eval_steps_per_second": 5.764,
      "step": 1332
    },
    {
      "epoch": 5.0,
      "grad_norm": 0.021805472671985626,
      "learning_rate": 1.8983820665631146e-05,
      "loss": 0.0172,
      "step": 1665
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.9056,
      "eval_loss": 0.41636398434638977,
      "eval_runtime": 10.2153,
      "eval_samples_per_second": 367.096,
      "eval_steps_per_second": 5.776,
      "step": 1665
    },
    {
      "epoch": 6.0,
      "grad_norm": 0.0003996416344307363,
      "learning_rate": 5.0396392552081564e-06,
      "loss": 0.0021,
      "step": 1998
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.9165333333333333,
      "eval_loss": 0.38258540630340576,
      "eval_runtime": 12.4086,
      "eval_samples_per_second": 302.21,
      "eval_steps_per_second": 4.755,
      "step": 1998
    }
  ],
  "logging_steps": 500,
  "max_steps": 2331,
  "num_input_tokens_seen": 0,
  "num_train_epochs": 7,
  "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
}