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Course Outline

Introduction to OpenCL

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

Setting up the OpenCL Development Environment

  • 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 Memory Workgroups

Computational Examples in OpenCL

  • Using the printf Service
  • Reduction Operations
  • Calculating Histograms
  • The Mandelbrot Set
  • Bitonic Sorting Algorithm
  • Image Processing

OpenCL Integration in Various Languages

Performance Analysis in OpenCL

Requirements

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

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