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Explore code generation technology for High-Performance Computing through practical case studies examining the waLBerla and HyTeG frameworks. Learn how automatic code generation from high-level descriptions addresses the challenges of manually optimizing complex numerical algorithms for diverse and evolving hardware architectures. Discover how this technology enables efficient performance portability across heterogeneous systems, significantly reduces development effort, and facilitates exploration of different optimization strategies. Examine real-world applications demonstrating the power of code generation in modern HPC environments where applications demand ever-increasing performance. Gain insights into how these frameworks leverage automated optimization to handle the complexity of contemporary computing systems while maintaining high performance standards.
