hushem_1x_deit_base_sgd_001_fold5
This model is a fine-tuned version of facebook/deit-base-patch16-224 on the imagefolder dataset. It achieves the following results on the evaluation set:
- Loss: 1.3053
- Accuracy: 0.3902
Model description
More information needed
Intended uses & limitations
More information needed
Training and evaluation data
More information needed
Training procedure
Training hyperparameters
The following hyperparameters were used during training:
- learning_rate: 0.001
- train_batch_size: 32
- eval_batch_size: 32
- seed: 42
- optimizer: Adam with betas=(0.9,0.999) and epsilon=1e-08
- lr_scheduler_type: linear
- lr_scheduler_warmup_ratio: 0.1
- num_epochs: 50
Training results
| Training Loss | Epoch | Step | Validation Loss | Accuracy |
|---|---|---|---|---|
| No log | 1.0 | 6 | 1.3696 | 0.1951 |
| 1.4452 | 2.0 | 12 | 1.3651 | 0.1951 |
| 1.4452 | 3.0 | 18 | 1.3609 | 0.1951 |
| 1.4223 | 4.0 | 24 | 1.3571 | 0.2439 |
| 1.4169 | 5.0 | 30 | 1.3535 | 0.2683 |
| 1.4169 | 6.0 | 36 | 1.3500 | 0.2683 |
| 1.3958 | 7.0 | 42 | 1.3468 | 0.2927 |
| 1.3958 | 8.0 | 48 | 1.3440 | 0.2927 |
| 1.4015 | 9.0 | 54 | 1.3412 | 0.3171 |
| 1.3839 | 10.0 | 60 | 1.3385 | 0.3171 |
| 1.3839 | 11.0 | 66 | 1.3363 | 0.3171 |
| 1.3741 | 12.0 | 72 | 1.3340 | 0.3171 |
| 1.3741 | 13.0 | 78 | 1.3317 | 0.3171 |
| 1.3638 | 14.0 | 84 | 1.3297 | 0.3171 |
| 1.3638 | 15.0 | 90 | 1.3277 | 0.3415 |
| 1.3638 | 16.0 | 96 | 1.3263 | 0.3415 |
| 1.3489 | 17.0 | 102 | 1.3246 | 0.3659 |
| 1.3489 | 18.0 | 108 | 1.3230 | 0.3659 |
| 1.3469 | 19.0 | 114 | 1.3214 | 0.3902 |
| 1.3356 | 20.0 | 120 | 1.3200 | 0.3902 |
| 1.3356 | 21.0 | 126 | 1.3187 | 0.3902 |
| 1.3412 | 22.0 | 132 | 1.3174 | 0.3902 |
| 1.3412 | 23.0 | 138 | 1.3162 | 0.3902 |
| 1.3294 | 24.0 | 144 | 1.3151 | 0.3902 |
| 1.3266 | 25.0 | 150 | 1.3139 | 0.3659 |
| 1.3266 | 26.0 | 156 | 1.3128 | 0.3659 |
| 1.3206 | 27.0 | 162 | 1.3119 | 0.3659 |
| 1.3206 | 28.0 | 168 | 1.3110 | 0.3659 |
| 1.3159 | 29.0 | 174 | 1.3102 | 0.3659 |
| 1.325 | 30.0 | 180 | 1.3096 | 0.3659 |
| 1.325 | 31.0 | 186 | 1.3089 | 0.3902 |
| 1.3129 | 32.0 | 192 | 1.3082 | 0.3902 |
| 1.3129 | 33.0 | 198 | 1.3077 | 0.3902 |
| 1.3071 | 34.0 | 204 | 1.3071 | 0.3902 |
| 1.315 | 35.0 | 210 | 1.3067 | 0.3902 |
| 1.315 | 36.0 | 216 | 1.3063 | 0.3902 |
| 1.3109 | 37.0 | 222 | 1.3060 | 0.3902 |
| 1.3109 | 38.0 | 228 | 1.3057 | 0.3902 |
| 1.2941 | 39.0 | 234 | 1.3055 | 0.3902 |
| 1.3144 | 40.0 | 240 | 1.3054 | 0.3902 |
| 1.3144 | 41.0 | 246 | 1.3053 | 0.3902 |
| 1.3008 | 42.0 | 252 | 1.3053 | 0.3902 |
| 1.3008 | 43.0 | 258 | 1.3053 | 0.3902 |
| 1.3092 | 44.0 | 264 | 1.3053 | 0.3902 |
| 1.297 | 45.0 | 270 | 1.3053 | 0.3902 |
| 1.297 | 46.0 | 276 | 1.3053 | 0.3902 |
| 1.2978 | 47.0 | 282 | 1.3053 | 0.3902 |
| 1.2978 | 48.0 | 288 | 1.3053 | 0.3902 |
| 1.3087 | 49.0 | 294 | 1.3053 | 0.3902 |
| 1.3046 | 50.0 | 300 | 1.3053 | 0.3902 |
Framework versions
- Transformers 4.35.2
- Pytorch 2.1.0+cu118
- Datasets 2.14.7
- Tokenizers 0.15.0
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Base model
facebook/deit-base-patch16-224