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Course Outline

Introduction to OpenCL

  • Overview of GPU Compute
  • Platform Model
  • Execution Model
  • Memory Model

Development Environment for OpenCL

  • System Requirements
  • Installation on Windows
  • Compiling OpenCL Source Code

Programming Language Features in OpenCL

  • Data types
  • Operators
  • Built-in functions
  • Qualifiers and attributes
  • Vector types
  • OpenCL C preprocessor

OpenCL Program Examples

  • Basic programs
  • Vector addition
  • Local and global work-items

Computational Examples in OpenCL

  • Output using printf
  • Reduction operations
  • Histogram calculation
  • Mandelbrot set generation
  • Bitonic sorting algorithm
  • Image processing

OpenCL Integration with Various Languages

Performance Analysis in OpenCL

Requirements

  • Familiarity with any programming language, whether structured or object-oriented.
 21 Hours

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