SYLLABUS

Chapter 1:¶

Introduction to the OpenACC Programming Model¶

• Loop parallelization
• Data handling (regions and clauses)
• Optimization (loops and other computational routines)
• Hybrid programming (utilizing both CPU and GPU)
• Computational linear algebra and iterative solvers

Chapter 2:¶

Introduction to the OpenMP Offloading Programming Model¶

• Loop parallelization
• Data handling (regions and clauses)
• Optimization (loops and other computational routines)
• Hybrid programming (utilizing both CPU and GPU)
• Computational linear algebra and iterative solvers

Chapter 3:¶

Introduction to the HIP Programming Model¶

• HIP programming model
• Synchronization and parallel thread blocks
• Memory management between the GPU and CPU
• Hybrid programming (utilizing both CPU and GPU)
• Computational linear algebra and iterative solvers

Chapter 4:¶

Performance Analysis and Tools for OpenACC, OpenMP Offloading, and HIP Programming Models¶

• ARM Forge
• NVIDIA HPC SDK
• ROCm Profiling
• AMD μProf
• Other tools (as needed)