Hugging Face's logo

ProbeX
/
Model-J__DINO__model_idx_0852

Image Classification
Transformers
Safetensors
vit
probex
model-j
weight-space-learning
Model card Files
xet
Community
Model-J__DINO__model_idx_0852
File size: 1,990 Bytes 
0886944
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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
 
{
  "best_metric": 0.8512,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0852/checkpoints/checkpoint-999",
  "epoch": 3.0,
  "eval_steps": 500,
  "global_step": 999,
  "is_hyper_param_search": false,
  "is_local_process_zero": true,
  "is_world_process_zero": true,
  "log_history": [
    {
      "epoch": 1.0,
      "grad_norm": 44.51826477050781,
      "learning_rate": 9e-05,
      "loss": 0.9165,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.8341333333333333,
      "eval_loss": 0.5399968028068542,
      "eval_runtime": 11.9327,
      "eval_samples_per_second": 314.261,
      "eval_steps_per_second": 4.944,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": 11.85309886932373,
      "learning_rate": 9e-05,
      "loss": 0.3726,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.8336,
      "eval_loss": 0.5446887612342834,
      "eval_runtime": 12.0463,
      "eval_samples_per_second": 311.299,
      "eval_steps_per_second": 4.898,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 0.4099878966808319,
      "learning_rate": 9e-05,
      "loss": 0.249,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.8512,
      "eval_loss": 0.5291260480880737,
      "eval_runtime": 11.967,
      "eval_samples_per_second": 313.361,
      "eval_steps_per_second": 4.93,
      "step": 999
    }
  ],
  "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": 4.94223961867776e+18,
  "train_batch_size": 64,
  "trial_name": null,
  "trial_params": null
}