VAE mxnet

Adapted from

PyTorch Examples

and

Gluon - The Straight Dope

Quick start

python main.py --hybrid

Improvement

The original model defined in gluon has batch_size attribute

# note to self: requring batch_size in model definition is sad, not sure how to deal with this otherwise though

My implementation removes this limitation.