SHA256-WebGPU
webgpu-blas
SHA256-WebGPU | webgpu-blas | |
---|---|---|
5 | 3 | |
11 | 98 | |
- | - | |
0.0 | 4.8 | |
4 months ago | 4 months ago | |
JavaScript | TypeScript | |
- | MIT License |
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SHA256-WebGPU
webgpu-blas
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Chrome Ships WebGPU
Looks like no -- there appears to be no tensor core or similar support and this SGEMM (fp32 matrix multiply) benchmark gets awful results (my laptop gets 330gflops on this when it should be capable of 13000 gflops).
https://github.com/milhidaka/webgpu-blas
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Modern JavaScript:Everything you missed over the last 10 years(ECMAScript 2020)
I think you will be interested to read this article about the future of data programming in JavaScript (http://benschmidt.org/post/2020-01-15/2020-01-15-webgpu/).
I do think that this kind of thing will be able to be built on top of WebGPU (I saw this experimental POC that did so recently: https://github.com/milhidaka/webgpu-blas). The only issue is that since JavaScript doesn't support operator overloading, the code might be a little less readable.
- JavaScript for Data Science
What are some alternatives?
web-stable-diffusion - Bringing stable diffusion models to web browsers. Everything runs inside the browser with no server support.
numjs - Like NumPy, in JavaScript
wgpu-mm
Material UI - Ready-to-use foundational React components, free forever. It includes Material UI, which implements Google's Material Design.
aioquic - QUIC and HTTP/3 implementation in Python
wgpu-py - Next generation GPU API for Python
next-auth - Authentication for the Web.
pygfx - A python render engine running on wgpu.
icpts - TypeScript implementation of iterative closest point (ICP) for point cloud registration
stablehlo - Backward compatible ML compute opset inspired by HLO/MHLO