SYCL Courses and Certifications

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

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

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

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

CppNow

HPX and GPU Parallelized STL

Exploring GPU parallelization in HPX's STL implementation using C++AMP and SYCL standards. Discusses integration challenges, performance optimization, and the potential for simplified GPU programming in C++ applications.

• YouTube
• 1 hour 20 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

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

CNCF [Cloud Native Computing Foundation]

Pathfinder to GPU Offload in WASM

Explore GPU offloading in WebAssembly for AI workloads, discussing integration challenges and potential solutions to enhance security and performance in cloud environments.

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

CNCF [Cloud Native Computing Foundation]

Pathfinder to GPU Offload in WASM

Explore GPU offloading in WebAssembly for AI workloads, discussing integration challenges and potential solutions to enhance security and performance in cloud environments.

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

CppCon

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

Explore SYCL for heterogeneous computing, leveraging modern C++ to maximize performance across diverse hardware. Learn about its features, use cases, and role in exascale computing and AI/ML development.

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

CppCon

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

Explore GPU performance portability using standard C++ with SYCL, comparing execution on Nvidia, AMD, and Intel GPUs to proprietary CUDA and HIP environments. Learn tips for optimizing across architectures.

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

CppCon

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

Explora la historia, estandarización y futuro de MDSPAN, una referencia multidimensional no propietaria para C++23, sus raíces en Kokkos::View y su impacto en la computación de alto rendimiento.

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

CppCon

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

Explora desafíos y soluciones en portabilidad de rendimiento C++ para computación científica, basado en una década de experiencia desarrollando Kokkos para diversas plataformas HPC.

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

cpponsea

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

Explore SYCL, an open standard for cross-platform accelerator programming, and learn how it integrates with C++20 for high-performance computing across various architectures without sacrificing code elegance.

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

CppCon

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

Explores error handling challenges in safety-critical SYCL, examining the concept of safety in programming and challenging perspectives on error situations in C++ software development.

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