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 a year ago · 3 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.

Answer 1 · 2024-01-14T17:54:50.000Z

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.

Answer 2 · 2024-01-15T00:21:45.000Z

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.

Answer 3 · 2024-01-15T03:52:56.000Z

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