Kunal

inference infra @Tesla_AI. building @LeetGPU.

[Kunal @therealkmans]

@Joy678320811181 @fchollet This.

[LeetGPU @LeetGPU]

We just released a new challenge today ❗

GPT-2 (120M) Transformer Block

Compose multiple kernels into a full transformer block. The first of many upcoming challenges focused on real-world inference optimization.

Write your solution in CUDA, Triton, PyTorch, JAX, Mojo, or CuTe DSL and benchmark it on state-of-the-art GPUs like the H100, H200, and B200, and more.

[Kunal @therealkmans]

@Sudden_Sudo @vikhyatk @sasuke___420 @JohnThilen @willccbb How can we make LeetGPU better?

[Kunal @therealkmans]

@vikhyatk @sasuke___420 @JohnThilen @willccbb How can we make LeetGPU better?

[Kunal @therealkmans]

Coporate america hates people who eat lunch after 1:30

[Kunal @therealkmans]

We now have claude code on a daily cron making PRs for new challenges on @LeetGPU 👀

[Kunal @therealkmans]

Super excited to launch these features! Let us know what you think

[LeetGPU @LeetGPU]

We just launched a couple of new features on LeetGPU

- PyTorch Profiler Traces for every submission
- AI Chat to help explain, debug, and optimize your code

Go try them out!

[Kunal @therealkmans]

Wise words from claude

[Kunal @therealkmans]

@valigo I've never had this be a problem

[Kunal @therealkmans]

@goyalayus Deployed a fix can you try again?

[Kunal @therealkmans]

How it feels trying to keep up with feature requests for @LeetGPU

[tetsuo.cpp (no slop) @tetsuo_cpp]

Oh, you're writing CUDA kernels? Everyone's on Triton now. Just kidding, we're all on Mojo. We're using cuTile. We're using ROCm. We have an in-house DSL compiler targeting the NVGPU MLIR dialect but wait, Tile IR just dropped so we're going to target that instead. Our PM is on TileLang. The team lead was on CuTe but now she's back to handwriting PTX. If you're not on Pallas, you're ngmi. Our intern is building on TT-Metalium for our Wormholes. Our CFO approved an order for some big chungus wafer-scale chips so now we're porting our kernels to CSL. Our CTO is working on a kernel-less graph compiler so we won't need to write kernels anymore. Our CEO thinks we're talking about the Linux kernel. We're building Claude for dogs.

[LeetGPU @LeetGPU]

We just shipped JAX support on all challenges 🚀

Try it out!

[Kunal @therealkmans]

Subway can be so good but its way too overpriced

[Kunal @therealkmans]

@0xlelouch_ Huge fan of lexical confinement

[Kunal @therealkmans]

@garyclarketech Just use sqlc

[Kunal @therealkmans]

@0xlelouch_ Use a WaitGroup instead of a done channel

[Kunal @therealkmans]

How you code is how you think

[Kunal @therealkmans]

Chess player to tech bro pipeline is wide

[Vidit Gujrathi @viditchess]

I noticed that the tech community is really friendly and welcoming. No judgement, just pure encouragement.

Couldn't reply to all msgs, but thanks to everyone who reached out and extended help on various posts..

[Kunal @therealkmans]

this is how you know you wrote good code

[Simplex @simplex_fx]

Fun fact:

I just write branchless code because I'm afraid of indentations. By accident it's also fast.