Tricky Bits with Rob and PJ

CPUs, GPUs, TPUs, Neural Engines, and the Rest

April 26, 2024 Rob Wyatt and PJ McNerney Season 1 Episode 17
CPUs, GPUs, TPUs, Neural Engines, and the Rest
Tricky Bits with Rob and PJ
More Info
Tricky Bits with Rob and PJ
CPUs, GPUs, TPUs, Neural Engines, and the Rest
Apr 26, 2024 Season 1 Episode 17
Rob Wyatt and PJ McNerney

Enjoying the show? Hating the show? Want to let us know either way? Text us!

CPUs have been around for forever as the heart of computers....then came GPUs to enable cool real time graphics...and later bitcoin mining...then some clever folks figured out how train AIs on them...which leads to a new explosion of processing units tuned specifically for AI development (see Google's TPUs, Apple's Neural Engines, Meta's MTIAs).

Why do we have them all? And what the heck do they all mean? And why should we care? 

Come explore a bit of the magic and differences amongst these different types of processing units that is powering your phones, games, and the explosion in AI development!




Show Notes

Enjoying the show? Hating the show? Want to let us know either way? Text us!

CPUs have been around for forever as the heart of computers....then came GPUs to enable cool real time graphics...and later bitcoin mining...then some clever folks figured out how train AIs on them...which leads to a new explosion of processing units tuned specifically for AI development (see Google's TPUs, Apple's Neural Engines, Meta's MTIAs).

Why do we have them all? And what the heck do they all mean? And why should we care? 

Come explore a bit of the magic and differences amongst these different types of processing units that is powering your phones, games, and the explosion in AI development!