High-performance Computing in C++
A course on topics related to high-performance computation. Covers SIMD, OpenMP, C++ AMP, and MPI.
Course info
Level
Advanced
Updated
Sep 17, 2015
Duration
4h 4m
Table of contents
Single Instruction Multiple Data (SIMD)
Course Introduction
5m
Introduction to SIMD
1m
Motivation
3m
Registers and Instructions
5m
Inline Assembly
14m
Intrinsics
10m
Compiler Vectorization and Libraries
14m
Summary
1m
Open Multi-Processing (OpenMP)
Overview
1m
Imperative and Declarative Parallelism
2m
Introducing OpenMP
3m
Hello, OpenMP!
4m
Work Sharing
9m
Synchronization
10m
Data Sharing
8m
Summary
1m
Message Passing Interface (MPI)
Introduction
1m
Question of Scale
5m
MPI Overview
4m
Hello, MPI!
8m
Sending Custom Objects
8m
Boost.MPI
3m
Point-to-Point Communication
8m
Collective Communication
14m
Odds & Ends
4m
Summary
1m
C++ Accelerated Massive Parallelism (C++ AMP)
Module Overview
1m
GPU Computing
4m
Hello, C++ AMP!
12m
Device Introspection
10m
Tiling
6m
Matrix Multiplication
8m
Matrix Multiplication with Tiling
8m
Consuming Libraries
10m
Summary
1m
Generative Art Demo
Description
Course info
Level
Advanced
Updated
Sep 17, 2015
Duration
4h 4m
Description
Do you want to get the absolute most performance out of your hardware? Want to write code that scales across CPU registers, multi-core, and machine clusters? Then this is the course for you!
About the author
About the author
Dmitri is a developer, speaker, podcaster, technical evangelist and wannabe quant.
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