Harnessing the Power of SIMD Programming Using AVX

Nevin Baiju·Follow7 min read·Oct 27, 2023--In the fast-evolving world of Computer Science, optimizing your code for performance is often the key to staying competitive. One powerful technique that can significantly boost the efficiency of your computations is SIMD programming using AVX (Advanced Vector Extensions). But what exactly is SIMD, why should you care about it, and how can you use it to supercharge your deep learning projects? This comprehensive guide will provide you with all the answers you need.Not everyone will need to learn to use SIMD programming. Understanding the intrinsic workings of different computational kernels would give you a better perspective when you are writing code, even if you write an interpreted language.Let’s start by breaking down the term. SIMD stands for Single Instruction, Multiple Data. It’s a type of parallelism used in computing that allows a single instruction to perform the same operation on multiple data elements simultaneously. In simpler ter...