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Memory optimization is the best way to write high performing CUDA kernel for AI

1•thecongluong•12h ago
Is the current state of cuda kernel for AI applications all about memory optimization ? Compute units (tensor core) are so fast now and memory is lacking behind. So the highest performing kernel are the one that best utilized memory and data transfer to constantly feed the tensor core. By that assumption, one can become a good kernel programmer if they can master the art of memory loading ? BTW, I've never used atomics, are they useful in writing kernels for DL applications ?

Ask HN: In 2025, why are job descriptions and resumes still so bad?

1•throwaway123198•58s ago•0 comments

Show HN: Pcrassist.com – AI powered report assistant for EMTs

https://pcrassist.com/
1•josdijkstra•10m ago•0 comments

Error Monads the Hard Way

https://articles.pragdave.me/p/error-monads-the-hard-way
1•thunderbong•15m ago•0 comments

Show HN: C++ SFML Game Engine for Nintendo Switch, Web (HTML5), PC and Mobile

https://github.com/Is-Daouda/is-Engine
1•Is_Daouda•22m ago•0 comments

Musk's XAI Is Trying to Borrow $5B While His Relationship with Trump Blows Up

https://www.wsj.com/finance/musks-xai-is-trying-to-borrow-5-billion-while-his-relationship-with-trump-blows-up-4b963361
1•TheAlchemist•33m ago•0 comments

We Should Immediately Nationalize SpaceX and Starlink

https://jacobin.com/2025/06/musk-trump-nationalize-spacex-starlink
2•Improvement•35m ago•2 comments

Musk cites support on X poll to push for new political party

https://www.wionews.com/world/-the-american-party-musk-cites-80-support-on-x-poll-to-push-for-new-political-party-in-us-1749257936475
2•geox•36m ago•2 comments

ACLU sues Sonoma County, alleges illegal drone surveillance program

https://www.ktvu.com/news/aclu-sues-sonoma-county-alleges-illegal-drone-surveillance-program
3•walterbell•42m ago•0 comments

Show HN: Email Scraper for Instagram

https://chromewebstore.google.com/detail/email-scraper-for-ins/nhgbjmidfpboihkaechkkmbiimecddda
1•qwikhost•43m ago•0 comments

A New System Aims to Save Injured Brains and Lives

https://www.nytimes.com/2025/05/20/health/traumatic-brain-injury-tbi-guidelines.html
1•bookofjoe•44m ago•1 comments

How to Turn an Acquaintance into a Friend

https://talk.bradwoods.io/blog/generous-with-disclosure/
2•bradwoodsio•45m ago•0 comments

Show HN: We built a free AI assistant that finds Amazon products instantly

https://www.sweepvalet.com/
2•felixthecat23•51m ago•0 comments

Ask HN: A Tetris variant with greater tactical and strategic depth?

1•amichail•53m ago•0 comments

Ask HN: Tacit knowledge video you've seen?

1•rahimnathwani•54m ago•0 comments

Researchers recreate ancient Egyptian blues

https://news.wsu.edu/press-release/2025/06/02/researchers-recreate-ancient-egyptian-blues/
1•gnabgib•57m ago•0 comments

Beware Not All Staff Positions Are Staff Roles

https://jkebertz.medium.com/beware-not-all-staff-positions-are-actually-staff-roles-ebcf60e0f3a1
2•mooreds•58m ago•0 comments

Beyond OCR: TIA-Pdf-QA-Bench

https://www.3rdaiautomation.com/
2•vivito•1h ago•1 comments

Sports betting seems to be spurring a rise in gambling addiction

https://www.theatlantic.com/health/archive/2025/06/sports-betting-gambling-addiction/683042/
4•JumpCrisscross•1h ago•0 comments

The AI Prompts Doge Used to "Munch" Contracts Related to Veterans' Health

https://www.propublica.org/article/inside-ai-tool-doge-veterans-affairs-contracts-sahil-lavingia
3•lwo32k•1h ago•1 comments

Trump thinks Americans consume too much. He has a point

https://www.economist.com/finance-and-economics/2025/06/05/trump-thinks-americans-consume-too-much-he-has-a-point
5•mastazi•1h ago•0 comments

Why Are Smokestacks So Tall?

https://practical.engineering/blog/2025/6/3/why-are-smokestacks-so-tall
2•azeemba•1h ago•0 comments

Sharing everything I could understand about gradient noise

https://blog.pkh.me/p/42-sharing-everything-i-could-understand-about-gradient-noise.html
2•signa11•1h ago•0 comments

Some CUDA code examples with READMEs

https://github.com/drkennetz/cuda_examples
5•tanelpoder•1h ago•0 comments

Some Thoughts on the C Standard

https://johnbreaksstuff.substack.com/p/some-thoughts-on-the-c-standard
3•stock1218•1h ago•0 comments

Stan Fischer

https://larrysummers.com/news-item/stan-fischer/
3•paulpauper•1h ago•0 comments

I podcast with Azeem Azhar on the speed of AI take-off

https://marginalrevolution.com/marginalrevolution/2025/06/i-podcast-with-azeem-azhar-on-the-speed-of-ai-take-off.html
2•paulpauper•1h ago•0 comments

Tesla Optimus robotics vice president Milan Kovac is leaving the company

https://www.cnbc.com/2025/06/06/tesla-optimus-robotics-vp-is-leaving-the-company.html
9•TheAlchemist•2h ago•2 comments

China's driverless lorries hope to expand

https://www.bbc.com/news/articles/c5ykel5dr62o
2•mastazi•2h ago•0 comments

Why You Should Move Your Site Away from Weebly (YC W07)

https://www.articulation.blog/p/why-you-should-move-your-site-away-from-weebly
7•dustywusty•2h ago•1 comments

Colorado kayakers rescue a dog that tumbled over 60-foot waterfall in Mexico

https://coloradosun.com/2025/06/03/kayakers-rescue-waterfall-trapped-dog/
4•mooreds•2h ago•0 comments