webgpu-blas
icpts
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webgpu-blas | icpts | |
---|---|---|
3 | 1 | |
97 | 3 | |
- | - | |
4.8 | 5.8 | |
3 months ago | 10 months ago | |
TypeScript | TypeScript | |
MIT License | MIT License |
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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
icpts
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ICP Demo with R3F
Code is here if anyone is interested.
What are some alternatives?
numjs - Like NumPy, in JavaScript
vector - A linear algebra library for TypeScript and JavaScript
Material UI - Ready-to-use foundational React components, free forever. It includes Material UI, which implements Google's Material Design.
pcl.js - ☁️ ⚡ Point Cloud Library (PCL) for browser, powered by WebAssembly.|在浏览器运行的点云库 (PCL),由 WebAssembly 提供支持。
SHA256-WebGPU - Implementation of sha256 in WGSL
vectorious - Linear algebra in TypeScript.
wgpu-mm
pts - A library for visualization and creative-coding
next-auth - Authentication for the Web.
L7 - 🌎 Large-scale WebGL-powered Geospatial Data Visualization analysis engine.
wgpu-py - Next generation GPU API for Python
ic-wall - The Wall is a crossover Ethereum/Internet Computer demo app. Use Metamask to login to Internet Computer. Then, write on the wall! ∞