Hugging Face's logo

ProbeX
/
Model-J__MAE__model_idx_0321

Image Classification
Transformers
Safetensors
vit
probex
model-j
weight-space-learning
Model card Files
xet
Community
Model-J__MAE__model_idx_0321
File size: 3,214 Bytes 
a4f5943
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
 
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": 0.5928,
  "best_model_checkpoint": "./vit_finetuned_models_dataset/CIFAR100/50_from_100/facebook_vit-mae-base/model_idx_0321/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": 0.00041691691691691694,
      "loss": 3.1647,
      "step": 333
    },
    {
      "epoch": 1.0,
      "eval_accuracy": 0.2536,
      "eval_loss": 2.7052536010742188,
      "eval_runtime": 4.1589,
      "eval_samples_per_second": 901.68,
      "eval_steps_per_second": 14.186,
      "step": 333
    },
    {
      "epoch": 2.0,
      "grad_norm": Infinity,
      "learning_rate": 0.00033383383383383386,
      "loss": 2.4476,
      "step": 666
    },
    {
      "epoch": 2.0,
      "eval_accuracy": 0.3589333333333333,
      "eval_loss": 2.2704856395721436,
      "eval_runtime": 4.1014,
      "eval_samples_per_second": 914.326,
      "eval_steps_per_second": 14.385,
      "step": 666
    },
    {
      "epoch": 3.0,
      "grad_norm": Infinity,
      "learning_rate": 0.0002507507507507508,
      "loss": 1.9389,
      "step": 999
    },
    {
      "epoch": 3.0,
      "eval_accuracy": 0.45466666666666666,
      "eval_loss": 1.9171091318130493,
      "eval_runtime": 4.0947,
      "eval_samples_per_second": 915.815,
      "eval_steps_per_second": 14.409,
      "step": 999
    },
    {
      "epoch": 4.0,
      "grad_norm": 17.651460647583008,
      "learning_rate": 0.00016741741741741742,
      "loss": 1.4491,
      "step": 1332
    },
    {
      "epoch": 4.0,
      "eval_accuracy": 0.5272,
      "eval_loss": 1.6659400463104248,
      "eval_runtime": 4.2229,
      "eval_samples_per_second": 888.016,
      "eval_steps_per_second": 13.971,
      "step": 1332
    },
    {
      "epoch": 5.0,
      "grad_norm": 18.00585174560547,
      "learning_rate": 8.408408408408409e-05,
      "loss": 0.9109,
      "step": 1665
    },
    {
      "epoch": 5.0,
      "eval_accuracy": 0.5717333333333333,
      "eval_loss": 1.520714282989502,
      "eval_runtime": 4.1135,
      "eval_samples_per_second": 911.643,
      "eval_steps_per_second": 14.343,
      "step": 1665
    },
    {
      "epoch": 6.0,
      "grad_norm": 5.762750625610352,
      "learning_rate": 7.507507507507508e-07,
      "loss": 0.3959,
      "step": 1998
    },
    {
      "epoch": 6.0,
      "eval_accuracy": 0.5928,
      "eval_loss": 1.4982984066009521,
      "eval_runtime": 9.0857,
      "eval_samples_per_second": 412.736,
      "eval_steps_per_second": 6.494,
      "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
}