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

1. 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

 
 

 
To finish reading, please visit source site