SIMD Libraries in C++
Offered By: CppNow via YouTube
Course Description
Overview
Explore the world of Single Instruction Multiple Data (SIMD) libraries in C++ through this comprehensive conference talk from CppNow 2023. Delve into the evolution of vector processing and its impact on modern computing. Learn about the challenges of compiler vectorization and the shift towards direct SIMD utilization in algorithms. Discover application-level libraries for JSON parsing, compression, and CRC processing that leverage SIMD capabilities. Examine 'developer libraries' that provide abstractions for creating new parallel algorithms. Get an introduction to the proposed std::simd for C++26, including data-parallel types, related traits, and Abi facilities. Understand the design choices and trade-offs made by various SIMD libraries. Gain insights into accessing preliminary implementations through GCC11 and later versions. Prepare for hands-on experience with writing parallel algorithms using std::simd in the associated Library in a Week session.
Syllabus
SIMD Libraries in C++ - Jeff Garland - CppNow 2023
Taught by
CppNow
Related Courses
Stanford Seminar - MIPS Open, Wave ComputingStanford University via YouTube Loop Analysis and Vectorization in Julia - JuliaCon 2020
The Julia Programming Language via YouTube Intrinsic Functions and Vector Processing Extensions for SIMD Parallel Operations in C++
javidx9 via YouTube Intrinsics - Low-Level Engine Development with Burst - Unite Copenhagen
Unity via YouTube Aggregating Ticks to Manage Scale in Sea of Thieves - Unreal Fest Europe 2019 - Unreal Engine
Unreal Engine via YouTube