Keras Frontend

Requirements

• python == 3.6.x
• pip >= 9

If your system uses a different Python version, we recommend using the conda environment keras_python36.yml. Install this using:

conda env create -f keras_python36.yml --name keras_python36

Activate the conda environment before installing the pip package (below) using:

conda activate keras_python36

NOTE: This step must be performed each time (for each shell process) the frontend is to be used.

Installing the Keras Frontend Package

At the root of this project (/projects/keras/) install the Keras frontend pip package as:

pip install -e .

NOTE: If you are using the conda environment, activate it prior to this step.

Keras Benchmarks

Keras benchmarks can be found here

Suppported Operations

List of supported operations and limitations detailed in https://gitlab.engr.illinois.edu/llvm/hpvm/-/blob/approx_hpvm_reorg_keras/hpvm/projects/keras/docs/Support.md