Zalando's MNIST fashion replacement

Zalando recently released an MNIST replacement. The issues with using MNIST are known but you can read about the dataset and their motivation here.

Training

python train.py

        --model         # specify model, (FashionSimpleNet, resnet18)
        --patience      # early stopping
        --batch_size    # batch size
        --nepochs       # max epochs
        --nworkers      # number of workers
        --seed          # random seed
        --data          # MNIST or FashionMNIST

Results

	FashionSimpleNet	ResNest18
MNIST	0.994	0.994
FashionMNIST	0.923	0.920