A package for creating firmware implementations of machine learning algorithms using high level synthesis language (HLS). We translate traditional machine learning package models into HLS that can be configured for your use-case!
The project is currently in development, so please let us know your experiences and if you would like new features to be added.
contact: tbd
numpy,h5py: required for the translation of keras model files
http://www.numpy.org
http://www.h5py.org
pyyaml: for configuration file parsing
https://pypi.python.org/pypi/PyYAML
Xilinx license: required for the simulation and synthesis of the HLS
in construction
ML code support:
- Keras
- Let us know if you would support for other ML codes.
Neural network architectures:
- DNNs
- in progress: CNNs, regressions