SYCL Courses and Certifications

Meeting Cpp

A Smooth Introduction to SYCL for C++20 Aficionados

Explore SYCL for cross-platform accelerator programming in C++20. Learn integration techniques, key features, and real-world applications in high-energy physics.

• YouTube
• 56 minutes
• On-Demand
• Free Video

CppCon

Khronos APIs for Heterogeneous Compute and Safety: SYCL and SYCL SC - CppCon 2023

Explore SYCL and SYCL SC for heterogeneous computing and safety-critical applications. Learn about Khronos APIs, C++ integration, and their impact on high-performance and automotive domains.

• YouTube
• 58 minutes
• On-Demand
• Free Video

CppCon

GPU Performance Portability Using Standard C++ with SYCL - CppCon 2022

Explore GPU performance portability using standard C++ with SYCL. Learn to offload parallel execution to various GPUs, compare with CUDA and HIP, and optimize for different processor architectures.

• YouTube
• 31 minutes
• On-Demand
• Free Video

cpponsea

A Smooth Introduction to SYCL for C++20 Aficionados - Lecture

Explore SYCL for cross-platform accelerator programming in C++20. Learn integration techniques, benefits, and real-world applications in high-energy physics.

• YouTube
• 28 minutes
• On-Demand
• Free Video

Meeting Cpp

C++ for Multi-Accelerator, Multi-Vendor Systems - Meeting C++ 2022

Explore SYCL for C++ development on multi-accelerator systems. Learn basics, see demos, and discover how companies and institutions leverage this open-source, cross-device solution.

• YouTube
• 37 minutes
• On-Demand
• Free Video

ACCU Conference

Khronos Sycl Language Framework for C++ Accelerators - Take Advantage of All the MIPS

Explore SYCL, a C++ framework for heterogeneous computing, enabling efficient use of various accelerators. Learn its features, applications, and advantages for high-performance computing and AI/ML development.

• YouTube
• 1 hour 26 minutes
• On-Demand
• Conference Talk

CppCon

The Absurdity of Error Handling: Finding a Purpose for Errors in Safety-Critical SYCL

Explore error handling challenges in safety-critical SYCL, examining the concept of safety and rethinking error scenarios in C++ software development for critical systems.

• YouTube
• 32 minutes
• On-Demand
• Free Video

CppCon

Take Advantage of All the MIPS - SYCL and C++ Programming for Heterogeneous Systems

Explore SYCL for heterogeneous programming, leveraging modern C++ to maximize performance across CPUs, GPUs, and other devices. Learn about its features, use cases, and role in exascale computing.

• YouTube
• 1 hour 1 minute
• On-Demand
• Free Video

CppCon

MDSPAN - A Deep Dive Spanning C++, Kokkos and SYCL - Lecture 2022

Explore MDSPAN's evolution, C++ standardization, and future in SYCL. Gain insights into multidimensional array references and their impact on distributed and high-performance computing.

• YouTube
• 58 minutes
• On-Demand
• Free Video

linux.conf.au

But Mummy I Don't Want to Use CUDA - Open Source GPU Compute

Explore alternatives to CUDA for GPU computing, focusing on open-source options like OpenCL, SPIR-V, and SYCL. Discuss challenges and potential solutions for a vendor-neutral Linux compute stack.

• YouTube
• 43 minutes
• On-Demand
• Conference Talk

ACCU Conference

GPU Programming with Modern C++

Explore GPU programming with modern C++, covering parallelism fundamentals, heterogeneous computing, and SYCL for GPU dispatch. Learn to optimize performance and leverage multi-core architectures effectively.

• YouTube
• 1 hour 33 minutes
• On-Demand
• Conference Talk

linux.conf.au

Tensorflow on Open Source GPUs

Explore efforts to enable TensorFlow on open-source GPUs using SYCL, LLVM, and OpenCL. Learn about challenges and progress in deploying AI/ML frameworks without proprietary NVIDIA CUDA stack.

• YouTube
• 43 minutes
• On-Demand
• Conference Talk

ACCU Conference

Heterogeneous Programming in C++ Today

Explore the evolving landscape of heterogeneous parallelism in C++, including standards, specifications, and future applications in IoT, self-driving cars, and machine learning.

• YouTube
• 1 hour 32 minutes
• On-Demand
• Conference Talk

Linux Plumbers Conference

Open Source GPU Compute Stack - Not Dancing the CUDA Dance

Exploring open-source alternatives to CUDA for GPU compute acceleration, discussing potential for a vendor-neutral reference stack using SYCL/OpenCL/Vulkan and Mesa.

• YouTube
• 47 minutes
• On-Demand
• Conference Talk

CppCon

C++ Performance Portability - A Decade of Lessons Learned - Lecture

Explore a decade of C++ performance portability challenges and solutions, focusing on Kokkos ecosystem development for efficient cross-platform scientific computing.

• YouTube
• 1 hour 2 minutes
• On-Demand
• Free Video