Exporting radio modulation classification model on FPGA using FINN and Brevitas.

Step to reproduce:

Clone the repository
Set up FINN_XILINX_PATH , FINN_XILINX_VERSION environment variables pointing respectively to the Xilinx tools installation directory and version

◦ FINN_XILINX_PATH = /.../Vivado (directory should have /Vivado and /Vitis_HLS directory)

◦ FINN_XILINX_VERSION = 2024.1 (or different version)
Run ./run-docker.sh quicktest. This will check if everything is configured correctly.
Finally, run bash run-docker.sh notebook. This should open a notebook browser with /finn/notebooks/ as your workspace.
To train and export driver file on FPGA, follow the build_and_export_model_driver_radio_27ml.ipynb notebook.

Name		Name	Last commit message	Last commit date
Latest commit History 5,149 Commits
.github		.github
custom_hls		custom_hls
docker		docker
docs		docs
finn-rtllib		finn-rtllib
notebooks		notebooks
src/finn		src/finn
tests		tests
tutorials/fpga_flow		tutorials/fpga_flow
.coveragerc		.coveragerc
.gitignore		.gitignore
.isort.cfg		.isort.cfg
.pre-commit-config.yaml		.pre-commit-config.yaml
.readthedocs.yaml		.readthedocs.yaml
.travis.yml		.travis.yml
AUTHORS.rst		AUTHORS.rst
CONTRIBUTING.md		CONTRIBUTING.md
LICENSE.txt		LICENSE.txt
Phu_Documentation_RadioML_PYNQ.pdf		Phu_Documentation_RadioML_PYNQ.pdf
README.md		README.md
custom_requirements.txt		custom_requirements.txt
fetch-repos.sh		fetch-repos.sh
requirements.txt		requirements.txt
run-docker.sh		run-docker.sh
setup.cfg		setup.cfg
setup.py		setup.py
verification_on_FPGA.ipynb		verification_on_FPGA.ipynb