SivanDoveh / DARTS_Changes

DARTS_Changes

To carry out architecture search OR architecture evaluation on other datasets:

• Replace DARTS files in cnn folder with the files in this repository.
• Then follow DARTS instructions (https://github.com/quark0/darts).

Architecture Search

datasets = fashion_mnist, cifar10, SVHN:

cd cnn && python train_search.py --unrolled --dataset='fashion_mnist' 

Architecture Evaluation

datasets = fashion_mnist, cifar10, SVHN:

cd cnn && python train.py --auxiliary --cutout --dataset='fashion_mnist'