How does Graph Mode Affect Quantization? FX Graph Mode Quantization Coding tutorial - Part 2/3

Published: 14 March 2024
on channel: Oscar Savolainen
506
15

If you need help with anything quantization or ML related (e.g. debugging code) feel free to book a 30 minute consultation session! https://calendly.com/oscar-savolainen

I'm also available for long-term freelance work, e.g. for training / productionizing models, teaching AI concepts, etc.

Video Summary:
In this video (part 2/3) we continue our work on doing FX Graph Mode quantization on a ResNet model.

We investigate how qconfigs will be assigned via the qconfig mapper, as well as when the FX trace will opt to share requantization modules across graph nodes.

Timestamps:
00:00 Intro
00:51 Back to coding
03:00 Assigning module-level QConfigs
06:20 Check which quantization modules are Learnable Fake Quantize
11:02 Shared quantization modules

Links:
Github for code: https://github.com/OscarSavolainen/Qu...
Connect on LinkedIn:   / oscar-savolainen-phd-b88277121  


On this page of the site you can watch the video online How does Graph Mode Affect Quantization? FX Graph Mode Quantization Coding tutorial - Part 2/3 with a duration of hours minute second in good quality, which was uploaded by the user Oscar Savolainen 14 March 2024, share the link with friends and acquaintances, this video has already been watched 506 times on youtube and it was liked by 15 viewers. Enjoy your viewing!