Bedrettin-Cetinkaya / ENAS-keras-ModelBuilder

ENAS-keras ModelBuilder

ENAS-keras Fixed Architecture Builder

• This project is to implement enas fixed architecture model in keras. It doesn't include whole training code. It only creates python script of fixed architecture model.
• Cifar10 micro and ptb architecture are in progress.
• Cifar10 macro architecture is completed.

Prerequisites

• Keras
• Numpy

Run

bash run.sh

• You can find example output script , Model.py, in output folder.
• To obtain enas fixed architecture, you can use pytorch,tensorflow or keras implementations.

Differences from Original Implementation

• Bias is used.
• In the pooling stage, padding and cropping operations are not used.

Complete implementations of ENAS

• Tensorflow
• Pytorch
• Keras

Reference

• Efficient Neural Architecture Search via Parameter Sharing