Hugging Face's logo

ProbeX
/
Model-J__DINO__model_idx_0050

Image Classification
Transformers
Safetensors
vit
probex
model-j
weight-space-learning
Model card Files
xet
Community
Model-J__DINO__model_idx_0050
File size: 3,221 Bytes 
a28af46
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.4544,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_dino-vitb16/model_idx_0050/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": 22.248781204223633,
      "learning_rate": 0.00028540736881871185,
      "loss": 3.3294,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.22933333333333333,
      "eval_loss": 2.92659330368042,
      "eval_runtime": 6.5608,
      "eval_samples_per_second": 571.573,
      "eval_steps_per_second": 8.993,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": 33.40363311767578,
      "learning_rate": 0.00024399687365927005,
      "loss": 2.744,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.292,
      "eval_loss": 2.618138074874878,
      "eval_runtime": 6.7495,
      "eval_samples_per_second": 555.597,
      "eval_steps_per_second": 8.741,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": 35.198387145996094,
      "learning_rate": 0.00018396914487560668,
      "loss": 2.469,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.3424,
      "eval_loss": 2.378671169281006,
      "eval_runtime": 6.4423,
      "eval_samples_per_second": 582.095,
      "eval_steps_per_second": 9.158,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 18.447860717773438,
      "learning_rate": 0.00011721341034510718,
      "loss": 2.1982,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.368,
      "eval_loss": 2.2485735416412354,
      "eval_runtime": 6.6972,
      "eval_samples_per_second": 559.939,
      "eval_steps_per_second": 8.81,
      "step": 1332
    },
    {
      "epoch": 5.0,
      "grad_norm": 18.180828094482422,
      "learning_rate": 5.695146199689343e-05,
      "loss": 1.9103,
      "step": 1665
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.4226666666666667,
      "eval_loss": 2.067223310470581,
      "eval_runtime": 6.322,
      "eval_samples_per_second": 593.169,
      "eval_steps_per_second": 9.333,
      "step": 1665
    },
    {
      "epoch": 6.0,
      "grad_norm": 11.680878639221191,
      "learning_rate": 1.5118917765624467e-05,
      "loss": 1.6012,
      "step": 1998
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.4544,
      "eval_loss": 2.0378408432006836,
      "eval_runtime": 6.4721,
      "eval_samples_per_second": 579.414,
      "eval_steps_per_second": 9.116,
      "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
}