High-performance Computing in C++

A course on topics related to high-performance computation. Covers SIMD, OpenMP, C++ AMP, and MPI.
Course info
Rating
(86)
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
Module Overview 1m Methodology 4m Plain C++ Implementation 10m Implementing Multithreading 5m Implementing Vectorization 5m Cluster Execution with MPI 11m Course Summary 1m
Description
Course info
Rating
(86)
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!

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