iswasmfast
simd
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iswasmfast | simd | |
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4 | 5 | |
190 | 463 | |
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0.0 | 8.8 | |
over 1 year ago | over 2 years ago | |
JavaScript | WebAssembly | |
MIT License | GNU General Public License v3.0 or later |
Stars - the number of stars that a project has on GitHub. Growth - month over month growth in stars.
Activity is a relative number indicating how actively a project is being developed. Recent commits have higher weight than older ones.
For example, an activity of 9.0 indicates that a project is amongst the top 10% of the most actively developed projects that we are tracking.
iswasmfast
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Pay Attention to WebAssembly
At a glance, the bindings for wasm copy the data,
https://github.com/zandaqo/iswasmfast/blob/54bbb7b539c127185...
If the running code is short enough then that copy might easily make the wasm version much slower. That is indeed a known downside of wasm (calls to JS are somewhat slow, and copying of data even more so - wasm shines when you can avoid those things).
If it's not that, then a 10x difference suggests you are running into some kind of a VM bug or limitation.
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Node.js 16 Available Now
WASM has its moments, as you can see in this[1] benchmark it outperforms JS and native addons on certain tasks.
Since the bottleneck with native addons is usually data copying/marshalling, and we have direct access to WebAssembly memory from the JavaScript side, using WebAssembly on this "shared" memory might become the best approach for computationally heavy tasks. I wrote about it a bit here[2].
[1] https://github.com/zandaqo/iswasmfast
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Is WebAssembly magic performance pixie dust?
A few years ago I did similar comparison but in context of Node.js and sans manual optimizations: https://github.com/zandaqo/iswasmfast
In my work, I have come to conclusion that it seldom pays off to go "native" when working with Node.js. More often than not, rewriting some computationally heavy code in C and sticking it as a native module yielded marginally better results when compared with properly optimized js code. Though, that doesn't negate other advantages of using said technologies: predictable performance from the start and re-using existing code base.
simd
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The IMPOSSIBLE RISCV HACK: Vector Extension 0.7.1-draft w/ current Linux kernel! – René Rebe
I'd love to see OpenCL or WasmSIMD support for RVV 071.
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WASM vs Native Rust performance
Wasm SIMD supports only 128-bit registers, no? https://github.com/WebAssembly/simd/blob/a78b98a6899c9e91a13095e560767af6e99d98fd/proposals/simd/SIMD.md
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A Look at Performance in Wasmtime and Cranelift
According to the WebAssembly Roadmap, the 128-bit packed SIMD Extension proposal has been accepted and is already implemented in every major runtime except Safari, and the Relaxed SIMD proposal is planned, with Firefox already having an experimental implementation in nightly-channel builds.
- Pay Attention to WebAssembly
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There are many like it, but this is my Rust raytracer running in WebAssembly
Thanks! You're probably right about spatial filtering with a low sphere count. SIMD is supported, that looks to work in every recent browser except Safari. Looking forward to trying that out. A really quick search of wasm-bindgen docs don't reveal an interface to use that SIMD support though. I wonder if you can unsafely inline some raw wasm like you can with asm!
What are some alternatives?
neon - Rust bindings for writing safe and fast native Node.js modules.
gc - Branch of the spec repo scoped to discussion of GC integration in WebAssembly
expresscpp - Fast, unopinionated, minimalist web framework for C++ Perfect for building REST APIs
fast-math - Play fast and loose with IEEE-754 rewrite RULES
human-asmjs - Tips and tricks for writing asm.js as a human - Note: WebAssembly has replaced asm.js, so this is no longer maintained.
wasmer - 🚀 The leading Wasm Runtime supporting WASIX, WASI and Emscripten
friendly-pow - The PoW challenge library used by Friendly Captcha
exception-handling - Proposal to add exception handling to WebAssembly
proposals - Tracking WebAssembly proposals
multi-value - Proposal to add multi-values to WebAssembly
design - WebAssembly Design Documents