masked-10-pretraining-20-epoch

作者 koobear · 下载 2 · 点赞 0 · 更新 2023-11-04

generated_from_trainer

masked-10-pretraining-20-epoch

This model is a fine-tuned version of koobear/cam16-no-train-mask-final-50-epochs on the image_folder dataset. It achieves the following results on the evaluation set:

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:

Training results

Training Loss Epoch Step Validation Loss Accuracy F1 Precision Recall Balanced Acc
1.645 1.0 1 1.6272 0.1429 0.1905 0.2857 0.1429 0.0833
1.557 2.0 2 1.6087 0.2143 0.2637 0.3429 0.2143 0.125
1.4815 3.0 3 1.5879 0.2857 0.4048 0.7857 0.2857 0.1917
1.4203 4.0 4 1.5646 0.4286 0.5272 0.8333 0.4286 0.2750
1.3708 5.0 5 1.5429 0.5 0.5762 0.8469 0.5 0.3167
1.3266 6.0 6 1.5260 0.5714 0.6612 0.8469 0.5714 0.3833
1.2864 7.0 7 1.5133 0.5714 0.6612 0.8469 0.5714 0.3833
1.2511 8.0 8 1.5016 0.6429 0.7250 0.8469 0.6429 0.45
1.2195 9.0 9 1.4893 0.6429 0.7250 0.8469 0.6429 0.45
1.1908 10.0 10 1.4755 0.6429 0.7250 0.8469 0.6429 0.45
1.1644 11.0 11 1.4614 0.7143 0.7746 0.8469 0.7143 0.5167
1.1407 12.0 12 1.4481 0.7143 0.8073 0.9286 0.7143 0.5167
1.1199 13.0 13 1.4363 0.7143 0.8073 0.9286 0.7143 0.5167
1.1017 14.0 14 1.4266 0.8571 0.8889 0.9286 0.8571 0.6
1.0858 15.0 15 1.4186 0.8571 0.8889 0.9286 0.8571 0.6
1.0719 16.0 16 1.4119 0.8571 0.8889 0.9286 0.8571 0.6
1.0602 17.0 17 1.4064 0.8571 0.8889 0.9286 0.8571 0.6
1.0508 18.0 18 1.4022 0.8571 0.8889 0.9286 0.8571 0.6
1.0437 19.0 19 1.3992 0.8571 0.8889 0.9286 0.8571 0.6
1.0388 20.0 20 1.3976 0.8571 0.8889 0.9286 0.8571 0.6

Framework versions