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

1•thecongluong•1mo 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 ?

Comprehensive Overview of the Identity Management Ecosystem in 2025

https://guptadeepak.com/understanding-the-complete-identity-management-ecosystem/
1•guptadeepak•1m ago•1 comments

Moving Beyond the Prompt (AI Literacy Course)

https://github.com/mlanza/ai-literacy
1•mlanza•2m ago•1 comments

The relentless race for AI capacity

https://ig.ft.com/ai-data-centres/
1•wizardcat•3m ago•0 comments

Show HN: Read Faster with LLMs

https://www.readbitter.com/
1•Jsuh•6m ago•0 comments

'Kick Door Challenge' on TikTok dangerous, Atlanta police warn parents

https://www.fox5atlanta.com/news/south-fulton-police-warning-parents-tiktok-trend-door-kick-challenge
3•josephcsible•9m ago•0 comments

Freenet / Hyphanet build 1503: fix vulnerability, WebP, convenience, optimized

https://www.hyphanet.org/freenet-hyphanet-build-15021503-fix-vulnerability-and-visibility-add-animated-webp-convenience-and-optimization.html
3•ArneBab•9m ago•1 comments

Hyper Case: Designing my own keyboard case

https://arslan.io/2025/07/05/hyper-case-designing-my-own-keyboard-case/
2•tortilla•12m ago•0 comments

The era of ghosting job candidates is slowly ending

https://www.bloomberg.com/news/articles/2025-07-31/the-era-of-ghosting-job-candidates-is-slowly-ending
3•hhs•12m ago•1 comments

Surprise in the plant family: The potato is the daughter of the tomato

https://english.elpais.com/science-tech/2025-07-31/surprise-in-the-plant-family-the-potato-is-the-daughter-of-the-tomato.html
2•t-3•14m ago•0 comments

Crafting your own Static Site Generator using Phoenix (2023)

https://fly.io/phoenix-files/crafting-your-own-static-site-generator-using-phoenix/
3•Bogdanp•14m ago•0 comments

Show HN: Zero Waste Cloud – Finds 20-40% savings in AWS/GCP bills and CO2 impact

https://zerowastecloud.io/
3•Suedish•15m ago•0 comments

Skin Deep Source Code Release (IdTech4)

https://blendogames.com/news/post/2025-06-26-skindeepsourcecode/
1•Venn1•16m ago•0 comments

Show HN: Play NYT Connections in the Terminal

https://github.com/jleclanche/connections-tui
2•scrollaway•18m ago•0 comments

We Replaced ETL with MCP

https://rashidazarang.com/c/how-were-making-business-software-talk-to-each-other-10x-faster
2•rashidae•19m ago•1 comments

Show HN: Demitter – Distributed Node.js Event Emitter (Pub/Sub)

https://github.com/pmbanugo/demitter
3•eddieos•20m ago•0 comments

Photographs of Auto Polo (ca. 1912)

https://publicdomainreview.org/collection/auto-polo/
1•bookofjoe•23m ago•0 comments

Ry OS

https://ryo.lu/
2•hbarka•24m ago•1 comments

How much would it cost to make an iPhone in America?

https://medium.com/@tgof137/how-much-would-it-cost-to-make-an-iphone-in-america-88b47cc04b60
1•va1a•25m ago•0 comments

World Athletics introduces SRY gene test for athletes in the female category

https://worldathletics.org/news/press-releases/sry-gene-test-athletes-female-category
1•nradov•28m ago•0 comments

People stuck using ancient Windows computers

https://www.bbc.com/future/article/20250516-the-people-stuck-using-ancient-windows-computers
4•Zuider•30m ago•0 comments

Show HN: If Pocket and Spotify Wrapped had a baby

https://apps.apple.com/us/app/eyeball-recaps-for-your-mind/id6670705634
1•quinto_quarto•35m ago•0 comments

Data Science Weekly – Issue 610

https://datascienceweekly.substack.com/p/data-science-weekly-issue-610
2•sebg•37m ago•0 comments

Chaos after radioactive wasp nest is discovered atformer US nuclear bomb factory

https://www.dailymail.co.uk/sciencetech/article-14958895/Chaos-erupts-radioactive-wasps-missing-former-US-nuclear-bomb-factory.html
2•ipaddr•39m ago•0 comments

Syntax highlighting of Python code in Python

https://fatih-erikli-potato.github.io/syntax-highlighting-in-python.html
2•fatih-erikli-cg•40m ago•0 comments

Suddenly, Trait-Based Embryo Selection

https://www.astralcodexten.com/p/suddenly-trait-based-embryo-selection
2•feross•40m ago•0 comments

Hawaiian petroglyphs reemerge on Oahu's shores after years of being hidden

https://archaeologymag.com/2025/07/hawaiian-petroglyphs-reemerge-on-oahu/
4•pseudolus•50m ago•0 comments

Medium

https://schappi.com/medium.html
4•schappim•50m ago•1 comments

Let the Kaleidoscope Turn

https://shabie.github.io/2025/07/31/let-the-kaleidoscope-turn.html
1•shabie•51m ago•0 comments

The Colorado River is officially contaminated with invasive zebra mussels

https://azdailysun.com/news/national/the-colorado-river-is-officially-contaminated-with-invasive-zebra-mussels-can-the-state-stop-the/article_87f3a573-c5ec-4daf-a75a-58abcd256d16.html
2•PaulHoule•51m ago•0 comments

Age Verification Doesn't Need to Be a Privacy Footgun

https://soatok.blog/2025/07/31/age-verification-doesnt-need-to-be-a-privacy-footgun/
2•zdw•53m ago•0 comments