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CPUs, GPUs, TPUs: Hardware for Deep Learning

CPUs, GPUs, TPUs: Hardware for Deep Learning

FromLinear Digressions


CPUs, GPUs, TPUs: Hardware for Deep Learning

FromLinear Digressions

ratings:
Length:
13 minutes
Released:
Apr 23, 2018
Format:
Podcast episode

Description

A huge part of the ascent of deep learning in the last few years is related to advances in computer hardware that makes it possible to do the computational heavy lifting required to build models with thousands or even millions of tunable parameters. This week we'll pretend to be electrical engineers and talk about how modern machine learning is enabled by hardware.
Released:
Apr 23, 2018
Format:
Podcast episode

Titles in the series (100)

Linear Digressions is a podcast about machine learning and data science. Machine learning is being used to solve a ton of interesting problems, and to accomplish goals that were out of reach even a few short years ago.