PYNQ: PYTHON PRODUCTIVITY FOR ZYNQ

PYNQ-Torch: a framework to develop PyTorch accelerators on the PYNQ platform

Hi All,

We are pleased to share our work in bringing PyTorch to the world of PYNQ. You can find our git page here.

We have developed a framework which can be used to accelerate any PyTorch-developed Neural Network on the PYNQ platform. In addition, using our guides, developers can

  1. Port PyTorch (v0.4.1 & v1.2.0) on the PYNQ-Z1 board
  2. Design efficient hardware with good practices
  3. Avoid complexities in the overall development process

Happy Developing!

2 Likes

@manoharvhr Do you have an example notebook that we can reproduce?

Hi Naveen,

Check out this link from our Github page.