use a machine learning training algorithm from a different FPGA

Question

use a machine learning training algorithm from a different FPGA

flyingdorothia opened this issue 7 months ago · comments

Hi team,

I try to run MNIST inference an training with ZCU111 board. I found code from another ZipML repo, my current ZCU111 board has installed qick, could you inspire me how to write a code for training and inference in MNIST?
Thank you.

Sho Uemura · Answer 1 · Mon Jan 15 2024 01:54:50 GMT+0800 (China Standard Time)

Sorry, but ZipML seems to be software and firmware for the PYNQ-Z1 board. The only thing in common with QICK is the PYNQ OS. You would need to port the ZipML firmware to the ZCU111 and probably also make adjustments to the software; if you wanted to use ZipML functionality with QICK you would need to combine the two firmware designs.

Lingling Fan · Answer 2 · Mon Jan 15 2024 08:21:45 GMT+0800 (China Standard Time)

Thank you. This is a reasonable solution! But I wanted to know, if I have implemented MNIST inference with ZCU111, can I use the training method in ZipML to update the MNIST training? Sorry I need some guidances.

Sho Uemura · Answer 3 · Mon Jan 15 2024 11:52:56 GMT+0800 (China Standard Time)

I don't know, and I don't see the connection to QICK. I can't help.