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Course Outline
Introduction
- What is OpenACC?
- Comparison of OpenACC, OpenCL, CUDA, and SYCL for government applications
- Overview of OpenACC features and architecture for government use
- Setting up the development environment for government projects
Getting Started
- Creating an OpenACC project in Visual Studio Code for government
- Exploring project structure and files for government
- Compiling and running the program for government applications
- Displaying output with printf and fprintf for government use
OpenACC Directives and Clauses
- Understanding OpenACC directives and clauses for government
- Using parallel directives to create parallel regions for government tasks
- Utilizing kernels directives for compiler-managed parallelism in government applications
- Parallelizing loops with loop directives for enhanced government performance
- Managing data movement with data directives for efficient government operations
- Synchronizing data with update directives for consistent government results
- Improving data reuse with cache directives for optimized government processes
- Creating device functions with routine directives for specialized government tasks
- Synchronizing events with wait directives for reliable government execution
OpenACC API
- Understanding the role of OpenACC API in government applications
- Querying device information and capabilities for government use
- Setting device number and type for government configurations
- Handling errors and exceptions for robust government systems
- Creating and synchronizing events for seamless government operations
OpenACC Libraries and Interoperability
- Understanding OpenACC libraries and interoperability for government projects
- Using math, random, and complex libraries in government applications
- Integrating with other models (CUDA, OpenMP, MPI) for comprehensive government solutions
- Integrating with GPU libraries (cuBLAS, cuFFT) for enhanced government performance
OpenACC Tools
- Understanding OpenACC tools in development for government use
- Profiling and debugging OpenACC programs for government applications
- Performance analysis with PGI Compiler, NVIDIA Nsight Systems, Allinea Forge for government projects
Optimization
- Factors affecting OpenACC program performance for government
- Optimizing data locality and reducing transfers for efficient government operations
- Optimizing loop parallelism and fusion for enhanced government performance
- Optimizing kernel parallelism and fusion for improved government efficiency
- Optimizing vectorization and auto-tuning for optimal government results
Summary and Next Steps
Requirements
- An understanding of C/C++ or Fortran languages and parallel programming concepts
- Basic knowledge of computer architecture and memory hierarchy
- Experience with command-line tools and code editors
Audience
- Developers who seek to learn how to use OpenACC to program heterogeneous devices and leverage their parallelism for government applications
- Developers interested in writing portable and scalable code that can run on various platforms and devices
- Programmers aiming to explore high-level aspects of heterogeneous programming and enhance their code productivity
28 Hours
