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GPU Stencil Performance.pdf

P3HPC23_bricks_final-v2.pdf
Preview of GPU Stencil Performance
🔗 Source: crd.lbl.gov
📊 Size: 674 KB
📄 Pages: 12 pages
⬇️ Downloads: 147

Summary

Researchers evaluated the performance portability of blocked stencil computations on GPUs from NVIDIA, AMD, and Intel using different programming models (CUDA, HIP, and SYCL) and the BrickLib domain-specific library. They found that BrickLib achieves good performance across platforms, and introduced correlation models to compare architectures and programming models using the Roofline model, demonstrating that BrickLib's optimizations reduce data movement across all implementations.

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Description

Researchers evaluated the performance portability of blocked stencil computations on GPUs from NVIDIA, AMD, and Intel using different programming models (CUDA,...

Technical Information

  • File Format: PDF
  • File Size: 674 KB
  • Pages: 12
  • Language: EN
  • Total Downloads: 147
  • Last Updated: 2 hours ago

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This PDF document about GPU Stencil Performance provides comprehensive information and guidance. Whether you're a beginner or advanced user, this resource offers valuable insights into GPU Stencil Performance.

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Stencil guideStencil tutorialPerformance guidePerformance tutorial

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