GPU Communication Libraries for Accelerating HPC and AI Applications
HOTI - Hot Interconnects Symposium via YouTube
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Learn to leverage GPU communication libraries for high-performance computing and artificial intelligence applications in this comprehensive tutorial presented by experts from NVIDIA and Jülich Supercomputing Centre. Explore advanced techniques for accelerating computational workloads through optimized GPU communication patterns, understand the architecture and implementation of modern GPU communication libraries, and discover practical strategies for integrating these tools into HPC and AI workflows. Master the fundamentals of inter-GPU communication, examine performance optimization techniques, and gain hands-on experience with real-world examples that demonstrate how to effectively utilize GPU communication libraries to achieve significant performance improvements in distributed computing environments.
Syllabus
Tutorial: GPU Communication Libraries for Accelerating HPC and AI Applications
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HOTI - Hot Interconnects Symposium