Viewing profile — austinvhuang

OP here - some additional background: collaborate.dev is free. Nothing to install or setup. No account is required (login is optional). Just copy + paste the instruction prompt int…

Will have some video demos soon, but for now here's a few screenshots of it in action: - Codex using it for notes and html visuals: https://postimg.cc/CzfXZfjP - Visual prototyping…

Information processing in organisms likely resembles NCA more than feedforward/backprop of neural networks.

Some may also find Junji Hashimoto's GPU programming library in lean (w/ webgpu) interesting: https://github.com/Verilean/hesper Even includes an example of transformer inference (…

I don't have firsthand knowledge, but r/SesameAI seems to believe Maya/Miles products are based on a Gemma3 backbone.

My first implementation of gemma.cpp was kind of like this. There's such a massive performance differential vs. SIMD though that I learned to appreciate SIMD (via highway) as one s…

Been following makepad for years. Congrats!

author here - WebGPU Puzzles is a web incarnation of Sasha Rush’s GPU Puzzles - a series of small, fun, self-contained coding challenges for learning GPU programming. gpupuzzles.an…

The raw WebGPUAPI is geared towards infrastructure type of usage, eg ML compilers, game engines, etc and is pretty verbose for application and research use cases. Under examples/, …

Yes wgpu is a much lighter build and has a lot going for it. The situation has gotten a lot better for both dawn and wgpu integration in C++ with: https://github.com/eliemichel/Web…

Part of the goal is not to get in the way if there's other aspects of a project that talk to WebGPU directly. If you're already using WebGPU the correspondence should be pretty fam…

See https://news.ycombinator.com/item?id=40952182#40957959 It's early but my current since WGSL -> SPIRV is fairly shallow mapping you should be able to get close modulo extensions…

Fair enough - I don't think there's any hard blockers to doing this, but to get the same QoL we'll want to add a dawn dll to the available prebuilt binaries and adjust the download…

Thanks! If anyone adds bindings let us know so we can link it in the readme.

wgpu is an implementation of the WebGPU API, so it's basically an alternative to Dawn. gpu.cpp is one level up - it's implemented using the WebGPU API, not an implementation of the…

The data that is out there is reasonably promising with WebGPU already in use in some production ML inference engines. TVM of course is way ahead of the curve as usual - https://tv…

Thanks! If there are binding projects, feel free to get in touch so we can link it + trade notes.

Thanks very much! You're probably better prepared than you think. The funny thing is after working on making compute workflows work with graphics APIs like vulkan and webgpu, CUDA …

Windows should work since WebGPU can target DirectX or Vulkan and it should be possible to build in WSL. However I was planning to announce next week after I've had a chance to tes…

You're not alone. I've had hour long conversations explaining the project talking about how webgpu can be used natively, how rust and zig people are using webgpu as a main GPU APIs…

Vulkan is definitely a valid angle and I seriously considered it as well. There's a few things that, in aggregate, led me to explore a different direction: First, there's already a…

I understand what you mean. We tried to make it as painless as possible by providing a downloadable prebuilt shared library so user's don't need to know the pain of building dawn f…

Hi, author here! Agh I was intending for the project to fly under the radar for a few more days before making the announcement and blog post (please look/upvote that when you see i…