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Task Graph-Based Asynchronous Programming Using C++ Coroutine - Lecture

Offered By: CppCon via YouTube

Tags

CUDA Courses High Performance Computing Courses GPU Computing Courses Asynchronous Programming Courses

Course Description

Overview

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Explore task graph-based asynchronous programming using C++ coroutines in this CppCon 2023 talk by Dian-Lun Lin. Delve into Taro, a novel framework that addresses challenges in integrating task graph computing systems with C++20 coroutines. Learn how Taro simplifies complex control flows, reduces development complexity, and incorporates an efficient work-stealing scheduling algorithm. Discover techniques for efficient multitasking between CPU and GPU tasks, avoiding blocking waits on CPU threads. Examine example code demonstrating Taro's usage and understand its potential to improve performance in real-world RTL simulation workloads and microbenchmarks. Gain insights into the future of open-source task graph computing and its applications in high-performance computing environments.

Syllabus

Taro: Task Graph-Based Asynchronous Programming Using C++ Coroutine – Dian-Lun Lin - CppCon 2023


Taught by

CppCon

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