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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resnet50_pynq-1.0.tar.gz
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