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Jim Keller - Moore's Law in the age of AI Chips

Matroid

6.7K subscribers • 2 videos on Hallway

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  • Recommended by 1 person: 1 on Hacker News.
  • Presented by Jim Keller, microprocessor engineer
  • May be out of date. Uploaded 6 years ago, in an area where tools change fast.

Advanced. Deep dive for people who know the field.

33K views6 years ago1 recommendation

HardwareAI and machine learningCPUs and computer architectureGPUs, shaders and CUDATraining and serving models

Jim Keller compares scalar, vector, and GPU-style parallel approaches to computation and discusses the future of Moore's Law for AI hardware.

For more talks and to view corresponding slides, go to scaledml.org, select [media archive]. Presented at the 5th Annual Scaled Machine Learning Conference 2020 Venue: Computer History Museum scaledml.org | #scaledml2020

Why it's here

1 person recommends this

What people say. Engineers recommend this talk for its insights into hardware architecture, parallel computing paradigms, and the future of silicon.

tails4eon Hacker News • Recommends

On “Linus Torvalds on AVX512”

…scalar cores, i.e. GPUs, so relatively easy to program again, and now a lot of startups with arrays of scalar cores each with vector engines, so expected to be most difficult to program. He didn't go into why vector instructions are hard to use efficiently, and hard for compiler writers, but I'd be interested if anyone here could explain that. 1. link to this video…
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CalChrison Hacker News • Mentions

On “Jim Keller to Depart Intel”

Jim Keller giving a talk on Moore's Law at Berkeley, link And another link to this video And another link DEC, PA Semi, Apple, AMD, Tesla, Intel. He's been everywhere. link The internal announcement memo: link
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cepthon Hacker News • Mentions

On “Jim Keller Resigns from Intel, Effective Immediately”

…ne of chips may figure more prominently in his future designs for PCs and servers. It doesn’t sound like at press time he was planning to leave. Keller also did a great interview on Lex Fridman’s podcast, which was released in February of this year ( link ). Keller then did a presentation at the Matroid conference (held at the end of February) ( link to this video ). I hope he’s ok, since the Intel statement specifically mentioned “personal reasons”.…
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metrognomeon Hacker News • Mentions

On “Cameras and Lenses”

The pattern of holes technique in that link (MURA) is also used in UV lithography for IC fabrication (example: link to this video ).
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