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A simple convolutional neural network compiled with FINN for the PYNQ-Z2 board

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Name		Name	Last commit message	Last commit date
Latest commit History 5 Commits
README.md		README.md
build-accelerator.ipynb		build-accelerator.ipynb
nw_metrics_w4a3		nw_metrics_w4a3
nw_metrics_w8a3		nw_metrics_w8a3
test_inp.npy		test_inp.npy
train.py.ipynb		train.py.ipynb

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How to build the accelerator

Clone FINN source code: https://github.com/Xilinx/finn
Go to notebooks/ and clone this directory there
Run ./run-docker.sh notebook
Then run train and build-accelerator notebooks.

Throughput test results on PYNQ-Z2

w8a3
w4a3

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A simple convolutional neural network compiled with FINN for the PYNQ-Z2 board

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