binarized-neural-network

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1-bit binarized CNN (CNV-W1A1) on PYNQ-Z1 via Brevitas + FINN: 1367 fps, 0 DSP, 531 fps/W measured on hardware

fpga zynq hls cnn pytorch vivado hardware-acceleration xnor-net cifar10 pynq-z1 finn quantized-neural-networks edge-ai brevitas binarized-neural-network

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