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 Duration 21 hours

Course Outline

Introduction to OpenCL

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

Setting Up the OpenCL Development Environment

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

The OpenCL Programming Language

  • 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-groups

Computational Examples in OpenCL

  • Printf service
  • Reduction operations
  • Histogram determination
  • Mandelbrot set
  • Bitonic sorting algorithm
  • Image processing

OpenCL Integration with Various Languages

Performance Analysis in OpenCL

Requirements

  • Proficiency in any programming language (structured or object-oriented).

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