Single instruction, multiple data (SIMD) is a type of parallel computing (processing) in Flynn's taxonomy. SIMD describes computers with multiple processing elements that perform the …

From “what is SIMD?” to “how do I speed up transformer layers?”—this repository walks through reproducible AVX2 microbenchmarks, tuning tricks, and a quantised decoder block.

Single-Instruction/Multiple-Data Stream (SIMD or “sim-dee”) • SIMD computer exploits multiple data streams against a single instruction stream to operations that may be naturally …

Mar 2, 2025 · In this blog post, we'll dive into what SIMD is, the problems it solves, how it works under the hood, and how you can use it in C++ and Python. We'll also explore its advantages, …

Sep 27, 2024 · If you’ve been programming for a while, especially at a low level, you have almost certainly heard of SIMD. Single instruction, multiple data (SIMD) is exactly what it sounds like …

Algorithms that exhibit extensive data parallelism benefit most from explicit SIMD programming, with potential performance gains of 4x - 8x and more. This document provides a practical …

Mar 15, 2024 · In this article, we talked about the how SIMD works, history of SIMD specific to x86_64 architecture and demonstrated a practical example of how SIMD intrinsics can be …

Jun 7, 2022 · This article describes SIMD-enable types in .NET and demonstrates how to use hardware SIMD operations in C# and .NET.

We will look at what SIMD programming is, what data it uses and how it is performed. A number of sample programs are presented to make it easier to acquire necessary programming skills.

Jun 28, 2025 · The most common complication with SIMD programming is conditional code, any code with a conditional expression. This is because conditional code can lead to …