SYCL 101

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ID 813065
Date 12/01/2023
Public
Document Table of Contents
Document Table of Contents x
SYCL 101
SYCL 101 x
1) Heterogeneous Compute 2) Why SYCL? 3) Modern C++ 4) SYCL Implementations of Modern C++ 5) Next step: SYCL Essentials
1) Heterogeneous Compute x
Heterogeneous vs. Homogeneous Computing Environments Khronos SYCL
2) Why SYCL? x
What is SYCL? SYCL Basic Code: single_task SYCL Basic Code: parallel_for Conclusions
3) Modern C++ x
Uniform Initialization Multithreading Smart Pointers Hash Tables std::array Container Move Semantics Lambdas Type Inference in C++ (auto and decltype) Initializers in if and switch Statements Standard Template Library (STL) on Concurrent and Parallel Algorithms Nested Namespaces
4) SYCL Implementations of Modern C++ x
Introduction Conventional vector_add with SYCL USM vector_add with SYCL SYCL matrix_multiplication Using USM Summary
5) Next step: SYCL Essentials x
Introduction to SYCL Essentials Module 1: oneAPI Intro Module 2: DPCPP Program Structure Module 3: DPCPP Unified Shared Memory Module 4: DPCPP Sub-Groups Module 5: Intel® Advisor Module 6: VTune™ Profiler Module 7: DPCPP Library Module 8: DPCPP Reduction Module 9: DPCPP Buffers And Accessors In Depth Module 10: DPCPP Graphs Scheduling Data Management Module 11: Intel® Distribution for GDB Module 12: DPCPP Local Memory And Atomics
SYCL 101

SYCL 101

Welcome to the SYCL 101 course! In today's fast-paced world of computing, harnessing the full potential of hardware acceleration has become a necessity. SYCL, an open-standard, single-source programming model, empowers developers to unlock the incredible power of heterogeneous computing environments.

This comprehensive course is designed to provide you with a solid foundation in SYCL programming, equipping you with the knowledge and skills to leverage modern C++ for high-performance computing tasks. Whether you're a seasoned developer or just starting your journey in heterogeneous computing, SYCL 101 will guide you through the essential concepts and best practices to succeed in this dynamic field.

Course Outline:

Heterogeneous Compute: We begin by delving into the world of heterogeneous computing, understanding the diverse hardware accelerators available today, and how SYCL enables seamless integration.

Why SYCL?: Explore the compelling reasons why SYCL stands out as a powerful tool for GPU programming, FPGA development, and other heterogeneous compute environments. Basic real-world use cases will illustrate SYCL's versatility.

Modern C++: SYCL and modern C++ are a formidable combination. In this section, we'll cover essential C++ features and how they enhance SYCL programming, ensuring you're well-prepared for advanced topics.

SYCL Implementations of Modern C++: Dive into memory management with a comparison of conventional approaches and Unified Shared Memory (USM). Discover how USM can optimize your SYCL code and improve performance.

Next Step: SYCL Essentials: As you wrap up the course, we'll introduce the free SYCL Essentials course as your best next step in your SYCL journey to continue exploring this exciting field.

By the end of SYCL 101, you'll not only grasp the fundamental concepts of SYCL but also have basic practical skills to embark on more complex SYCL projects with confidence. So, let's get started on your journey to mastering heterogeneous computing with SYCL!

Level Two Title