- Original files can be downloaded from Xilinx (after agreeing to license) here: ug871-design-files.zip
- Xilinx Vivado HLS Guide: ug871-vivado-high-level-synthesis-tutorial.pdf
- Vivado/Vitis Design Suite 2017.1 or later release (and source
/PATH/TO/Vivado/20XX.X/settings64.shwith correct path/version) - Miniconda (can be downloaded from https://docs.conda.io/en/latest/miniconda.html)
- Once Miniconda is installed and setup, create the conda environment with
hls4mlandqkeras:
conda env create -f environment.yml
- The setup to make a Jupyter kernel with the Xilinx libraries is (assuming Vivado is already set up / sourced)
python setup_kernel.py
- Introduction to HLS Lab 1
- Introduction to HLS Lab 2
- Pipelining Lab 1
- Pipelining Lab 2
- hls4ml Lab
- hls4ml+QKeras Lab
- Parallel Programming for FPGAs (HLS Book): http://kastner.ucsd.edu/hlsbook/
- HLS Book Labs: https://pp4fpgas.readthedocs.io/en/latest/index.html
- UCSD CSE 237C: http://kastner.ucsd.edu/ryan/cse237c/
hls4mltutorial at Fast ML workshop: https://github.com/FPGA4HEP/course_material/tree/fmlQKerasinhls4ml: https://indico.cern.ch/event/919468/contributions/3863588/attachments/2039929/3416087/sps_qkeras.pdfQKerasandhls4mlAPI functionality notebook: https://gist.github.com/thesps/c7e59cf5597804693b8663ddc9496b64QKerasandhls4mlAPI PR: fastmachinelearning/hls4ml#195- "Official"
hls4mltutorial: https://github.com/hls-fpga-machine-learning/hls4ml-tutorial
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