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nietras 👾Updated "Sep 0.10.0 - 21 GB/s CSV Parsing Using SIMD on AMD 9950X 🚀" to make it 300% clear the graph shows <a href="https://mastodon.social/tags/performance" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#performance</a> progression over different Sep, <a href="https://mastodon.social/tags/dotnet" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#dotnet</a> versions and CPUs.To show how runtime and library improvements go hand in hand with hardware changes. E.g. AVX512 <a href="https://mastodon.social/tags/SIMD" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#SIMD</a> As it should be 👾

nietras 👾New blog post "Sep 0.10.0 - 21 GB/s CSV Parsing Using SIMD on AMD 9950X 🚀"📈 Sep <a href="https://mastodon.social/tags/performance" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#performance</a> from 7 GB/s to 21 GB/s over last two years 🧑‍💻 <a href="https://mastodon.social/tags/csharp" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#csharp</a> <a href="https://mastodon.social/tags/SIMD" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#SIMD</a> and <a href="https://mastodon.social/tags/x64" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#x64</a> assembly on <a href="https://mastodon.social/tags/dotnet" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#dotnet</a> 9.0 🛠️ Tweaks and new <a href="https://mastodon.social/tags/AVX512" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#AVX512</a>-to-256 parser 🔢 Lots of benchmarks👇 <a href="https://nietras.com/2025/05/09/sep-0-10-0/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://nietras.com/2025/05/09/sep-0-10-0/</a>

IT NewsFaster Integer Division with Floating Point - Multiplication on a common microcontroller is easy. But division is much more diff... - <a href="https://hackaday.com/2024/12/22/faster-integer-division-with-floating-point/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://hackaday.com/2024/12/22/faster-integer-division-with-floating-point/</a> <a href="https://schleuss.online/tags/softwaredevelopment" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#softwaredevelopment</a> <a href="https://schleuss.online/tags/softwarehacks" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#softwarehacks</a> <a href="https://schleuss.online/tags/optimization" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#optimization</a> <a href="https://schleuss.online/tags/assembly" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#assembly</a> <a href="https://schleuss.online/tags/avx" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#avx</a>-512 <a href="https://schleuss.online/tags/x86_64" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#x86_64</a> <a href="https://schleuss.online/tags/simd" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#simd</a> <a href="https://schleuss.online/tags/x86" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#x86</a>

sarah quiñones<a href="https://eldritch.cafe/tags/simd" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#simd</a> there's this trick i randomly found a few years ago and i've been wondering if there's a name for it or if other people have done this before``` for enforcing floating point determinism with realigned buffersif we have x x x 0 1 2 3 4 5 6 7 x x xwhere x is the identity for my operation, and our operation is commutative (not necessarily associative)then adding x padding doesn't affect the result as long as we do a tree reduction at the ende.g.accumulate in register: v = 0+4 1+5 2+6 3+7tree reduction step 0: (0+4)+(2+6) (1+5)+(3+7) tree reduction step 1: ((0+4)+(2+6)) + ((1+5)+(3+7))if we add padding (e.g., by realigning the buffer and using a masked load)accumulate in register: v = x+1+5 x+2+6 x+3+7 0+4+xtree reduction step 0: (1+5)+(3+7) (0+4)+(2+6) tree reduction step 1: ((1+5)+(3+7)) + ((0+4)+(2+6))commuting the elements shows us that this is the exact same result as the previous one, so the bit pattern of the final result is unaffected (modulo signed zero, nan, etc) ```

Karsten SchmidtYesterday, one year ago... (Still wondering how many people actually have read or tried out any of these)<a href="https://mastodon.thi.ng/@toxi/111348591236791838" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://mastodon.thi.ng/@toxi/111348591236791838</a><a href="https://mastodon.thi.ng/tags/ThingUmbrella" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ThingUmbrella</a> <a href="https://mastodon.thi.ng/tags/HowToThing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#HowToThing</a> <a href="https://mastodon.thi.ng/tags/TypeScript" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#TypeScript</a> <a href="https://mastodon.thi.ng/tags/Tutorial" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Tutorial</a> <a href="https://mastodon.thi.ng/tags/Shader" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Shader</a> <a href="https://mastodon.thi.ng/tags/GIS" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#GIS</a> <a href="https://mastodon.thi.ng/tags/SIMD" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#SIMD</a> <a href="https://mastodon.thi.ng/tags/Forth" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Forth</a> <a href="https://mastodon.thi.ng/tags/ProcGen" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ProcGen</a>

FCLCHey friends! Looking for clarity on the topic of the matrix extensions to <a href="https://mast.hpc.social/tags/RISCV" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#RISCV</a>. I’ve seen a lot of proposals for specs around, but is there an actual, in progress, official *spec* that someone can point me towards?<a href="https://mast.hpc.social/tags/HPC" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#HPC</a> <a href="https://mast.hpc.social/tags/RVV" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#RVV</a> <a href="https://mast.hpc.social/tags/SIMD" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#SIMD</a> <a href="https://mast.hpc.social/tags/RV" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#RV</a>

FCLCClang/LLVM friends, trying to understand *why* Clang (18) doesn't see through what seems to me like an obvious optimization. <a href="https://mast.hpc.social/tags/compiler_explorer" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#compiler_explorer</a> link here, explanation of what I don't understand follows: <a href="https://godbolt.org/z/j8WqsMjb6" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://godbolt.org/z/j8WqsMjb6</a>Going through Hackers delight and doing some of the dirt simple exercises, I dumped the assembly for Chapter 1 exercise 2 "loop that goes from 1 to 0xFFFFFFFF". (changed to not fault in CE) (continues in next post, but putting hashtags here)<a href="https://mast.hpc.social/tags/clang" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#clang</a> <a href="https://mast.hpc.social/tags/compilers" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#compilers</a> <a href="https://mast.hpc.social/tags/SIMD" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#SIMD</a>

Karsten SchmidtOne of the best SIMD intro articles I've ever come across thus far. Very nicely explains all the core concepts and operations, lots of sketches/diagrams... Noice! 👏<a href="https://mcyoung.xyz/2023/11/27/simd-base64/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://mcyoung.xyz/2023/11/27/simd-base64/</a>Btw. If you're using TypeScript/JavaScript, you can play with some of these concepts/ops directly from the REPL using <a href="https://thi.ng/simd" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://thi.ng/simd</a>. This package uses WASM behind the scenes, but doesn't expose the full set of available SIMD instructions (it's a lil' bit more highlevel...)Also see recent <a href="https://mastodon.thi.ng/tags/HowToThing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#HowToThing</a> post and practical example about it here: <a href="https://mastodon.thi.ng/@toxi/111283262419126958" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://mastodon.thi.ng/@toxi/111283262419126958</a><a href="https://mastodon.thi.ng/tags/SIMD" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#SIMD</a> <a href="https://mastodon.thi.ng/tags/Tutorial" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Tutorial</a> <a href="https://mastodon.thi.ng/tags/Rust" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Rust</a> <a href="https://mastodon.thi.ng/tags/TypeScript" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#TypeScript</a> <a href="https://mastodon.thi.ng/tags/WebAssembly" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#WebAssembly</a>

Karsten Schmidt<a href="https://mastodon.thi.ng/tags/HowToThing" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#HowToThing</a> #025 — Sampling, fitting, transforming & plotting 10k data points per frame using a whole bunch of underexposed thi.ng packages:- <a href="https://thi.ng/colored-noise" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://thi.ng/colored-noise</a>: using violet noise as fake data source - <a href="https://thi.ng/matrices" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://thi.ng/matrices</a>: fitting/transformation matrix creation - <a href="https://thi.ng/simd" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://thi.ng/simd</a>: WASM-based batch processing - <a href="https://thi.ng/malloc" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://thi.ng/malloc</a>: Memory management for WASM/SIMD data buffers - <a href="https://thi.ng/hiccup-canvas" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://thi.ng/hiccup-canvas</a>: 2D canvas visualizationAs noted in the comments, the SIMD batch processing here is to illustrate the overall usage and handling. In this specific example, the main bottleneck is the actual canvas drawing step (esp. in Firefox, which in this case is ~3.75x slower than Chrome [latter easily manages 60fps]). The SIMD step could handle magnitude(s) more points per frame, also on FF...As an aside, this is now already the 140th (!!!) fully documented small example project, bundled as part of the <a href="https://thi.ng/umbrella" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://thi.ng/umbrella</a> monorepo... Please do tell me at which point the prejudice of not having enough starting points & info about these packages will be fading into oblivion... 😅Demo: <a href="https://demo.thi.ng/umbrella/simd-plot/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://demo.thi.ng/umbrella/simd-plot/</a>Source: <a href="https://github.com/thi-ng/umbrella/tree/develop/examples/simd-plot/src/index.ts" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://github.com/thi-ng/umbrella/tree/develop/examples/simd-plot/src/index.ts</a>Also big thanks to Maximillian Schulte for sending me off on this topic (as a tangent) via an issue on GitHub... I've been meaning to create more examples for these above packages for a while! Last but not least, hat tip & nerd sniping <a href="https://mastodon.gamedev.place/@demofox" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@demofox</a> re: colored noise... 😎🤩<a href="https://mastodon.thi.ng/tags/ThingUmbrella" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ThingUmbrella</a> <a href="https://mastodon.thi.ng/tags/WebAssembly" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#WebAssembly</a> <a href="https://mastodon.thi.ng/tags/SIMD" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#SIMD</a> <a href="https://mastodon.thi.ng/tags/SharedMemory" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#SharedMemory</a> <a href="https://mastodon.thi.ng/tags/DataViz" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#DataViz</a> <a href="https://mastodon.thi.ng/tags/Noise" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Noise</a> <a href="https://mastodon.thi.ng/tags/TypeScript" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#TypeScript</a> <a href="https://mastodon.thi.ng/tags/JavaScript" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#JavaScript</a> <a href="https://mastodon.thi.ng/tags/Tutorial" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Tutorial</a>

FCLCHi friends! Very excited to announce that I'll be giving an <a href="https://mast.hpc.social/@easybuild" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@easybuild</a> Tech Talk on the 13th of October on <a href="https://mast.hpc.social/tags/AVX10" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#AVX10</a>!The Talk is titled "AVX10 for HPC: A reasonable solution to the 7 levels of AVX-512 folly" Registration is free, all <a href="https://mast.hpc.social/tags/x86" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#x86</a>, <a href="https://mast.hpc.social/tags/AVX" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#AVX</a>, <a href="https://mast.hpc.social/tags/AVX512" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#AVX512</a>, <a href="https://mast.hpc.social/tags/SIMD" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#SIMD</a>, and <a href="https://mast.hpc.social/tags/HPC" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#HPC</a> experience levels welcome!The page is here: <a href="https://easybuild.io/tech-talks/008_avx10.html" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://easybuild.io/tech-talks/008_avx10.html</a>And you can register here! <a href="https://event.ugent.be/registration/ebtechtalk008avx10" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://event.ugent.be/registration/ebtechtalk008avx10</a>

Karsten SchmidtAs I've been updating the build files for my various <a href="https://mastodon.thi.ng/tags/ziglang" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ziglang</a> projects & templates, also learned that quite a few of them have to be overhauled/refactored due to syntax changes and a more strict compiler. One example is this <a href="https://mastodon.thi.ng/tags/WASM" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#WASM</a> <a href="https://mastodon.thi.ng/tags/voxel" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#voxel</a> <a href="https://mastodon.thi.ng/tags/renderer" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#renderer</a> from 1.5 years ago which doesn't build anymore without major code updates, but the old build still works:<a href="https://demo.thi.ng/zig/voxel-trace/" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://demo.thi.ng/zig/voxel-trace/</a>Reload for random views. Press `x` to export current frame. The renderer is incremental (never finishes) and slowly reduces pixel size from 8 down to 1. It would be much faster, but I had some ideas for creating a more stylistic output and in this current state it only renders a fixed area per frame...The 2-bit 512^3 voxel model was generated with a custom fork of <a href="https://sigmoid.social/@R4_Unit" class="u-url mention" rel="nofollow noopener noreferrer" target="_blank">@R4_Unit</a>'s voxel automata... 🥰Other renders & process on my old Twitter:<a href="https://twitter.com/search?q=from%3A%40toxi+voxel+ziglang" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://twitter.com/search?q=from%3A%40toxi+voxel+ziglang</a>Ps. This renderer is heavily using this <a href="https://mastodon.thi.ng/tags/SIMD" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#SIMD</a> vector library:<a href="https://github.com/thi-ng/zig-thing/tree/main/vectors" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://github.com/thi-ng/zig-thing/tree/main/vectors</a>...and is a rewrite of my 2013 hybrid <a href="https://mastodon.thi.ng/tags/OpenCL" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#OpenCL</a> <a href="https://mastodon.thi.ng/tags/Clojure" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Clojure</a> voxel renderer:<a href="https://github.com/thi-ng/raymarchcl" rel="nofollow noopener noreferrer" translate="no" target="_blank">https://github.com/thi-ng/raymarchcl</a><a href="https://mastodon.thi.ng/tags/GenerativeArt" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#GenerativeArt</a> <a href="https://mastodon.thi.ng/tags/ThingUmbrella" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ThingUmbrella</a>

Nick DoyleAn <a href="https://hachyderm.io/tags/introduction" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#introduction</a>,I'm Nick, a principal software engineer at <a href="https://hachyderm.io/tags/Akamai" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Akamai</a>. I've been working on Image & Video Manager to make working with images on the <a href="https://hachyderm.io/tags/web" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#web</a> fast and easy. I've worked on bits as high as frontend UI and as low as hand written <a href="https://hachyderm.io/tags/ASM" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#ASM</a> and <a href="https://hachyderm.io/tags/SIMD" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#SIMD</a>. <a href="https://hachyderm.io/tags/webperf" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#webperf</a>I'm enthusiastic about synthesizers, particularly modular synths. I use a large <a href="https://hachyderm.io/tags/Buchla" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Buchla</a> clone system in the studio and a <a href="https://hachyderm.io/tags/Eurorack" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#Eurorack</a> system when I perform live. <a href="https://hachyderm.io/tags/synth" class="mention hashtag" rel="nofollow noopener noreferrer" target="_blank">#synth</a> I also enjoy ergonomic mechanical keyboards.Nice to meet you!

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