Unofficial PyTorch implementation of Guided Dropout
This is a simple implementation of Guided Dropout for research.
We try to reproduce the algorithm according to the paper published in AAA-19, but we can’t guarantee the performance reported in the paper.
We will list some experiment results soon.
TODO
- Release the reproduced code
- list experiment results
- …
Setup
pip install -r requirements.txt
Run
- Run Guided Dropout on CIFAR10 Dataset (mlp 3 hidden layers with 1024 nodes)
python mainpro.py --dataset CIFAR10 --arc mlp --mlp-depth 3 --hidden-dim 1024 -e