Hugging Face's logo

ProbeX
/
Model-J__SupViT__model_idx_0595

Image Classification
Transformers
Safetensors
vit
probex
model-j
weight-space-learning
Model card Files
xet
Community
Model-J__SupViT__model_idx_0595
File size: 3,263 Bytes 
55bc320
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.9498666666666666,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/google_vit-base-patch16-224/model_idx_0595/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": 15.773454666137695,
      "learning_rate": 4.665063509461097e-05,
      "loss": 0.8697,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.9341333333333334,
      "eval_loss": 0.2536258399486542,
      "eval_runtime": 13.1739,
      "eval_samples_per_second": 284.654,
      "eval_steps_per_second": 4.479,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": 16.523527145385742,
      "learning_rate": 3.7500000000000003e-05,
      "loss": 0.14,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.9386666666666666,
      "eval_loss": 0.22347693145275116,
      "eval_runtime": 13.1379,
      "eval_samples_per_second": 285.434,
      "eval_steps_per_second": 4.491,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 0.9229381084442139,
      "learning_rate": 2.5e-05,
      "loss": 0.0573,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.9456,
      "eval_loss": 0.2079075574874878,
      "eval_runtime": 23.7681,
      "eval_samples_per_second": 157.775,
      "eval_steps_per_second": 2.482,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 0.06014665961265564,
      "learning_rate": 1.2500000000000006e-05,
      "loss": 0.0235,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.9461333333333334,
      "eval_loss": 0.2129424661397934,
      "eval_runtime": 12.9768,
      "eval_samples_per_second": 288.978,
      "eval_steps_per_second": 4.547,
      "step": 1332
    },
    {
      "epoch": 5.0,
      "grad_norm": 0.07344943284988403,
      "learning_rate": 3.3493649053890326e-06,
      "loss": 0.0105,
      "step": 1665
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.9485333333333333,
      "eval_loss": 0.21157731115818024,
      "eval_runtime": 13.0107,
      "eval_samples_per_second": 288.225,
      "eval_steps_per_second": 4.535,
      "step": 1665
    },
    {
      "epoch": 6.0,
      "grad_norm": 0.039831895381212234,
      "learning_rate": 0.0,
      "loss": 0.0066,
      "step": 1998
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.9498666666666666,
      "eval_loss": 0.20966947078704834,
      "eval_runtime": 13.1287,
      "eval_samples_per_second": 285.633,
      "eval_steps_per_second": 4.494,
      "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
}