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Quantized dataflow implementation of ResNet50 on Alveo

Project description

Install the resnet50-pynq package using pip:

pip install resnet50-pynq

After the package is installed, to get your own copy of the available notebooks run:

pynq get-notebooks ResNet50

You can then try things out by doing:

cd pynq-notebooks
jupyter notebook

There are a number of additional options for the pynq get-notebooks command, you can list them by typing

pynq get-notebooks --help

You can also refer to the official PYNQ documentation for more information regarding the PYNQ Command Line Interface and in particular the get-notebooks command.

Supported Boards/Shells

Currently, we distribute the overlay only for the following Alveo boards and shells:

Shell Board
xilinx_u250_xdma_201830_2 Xilinx Alveo U250

Designs are built using Vitis 2019.2.

Project details

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