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Course Outline

Introduction to OpenCL

  • Understanding GPU Computing
  • The Platform Model
  • The Execution Model
  • The Memory Model

Development Environment for OpenCL

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

Programming Constructs in OpenCL

  • Data Types
  • Operators
  • Built-in Functions
  • Qualifiers and Attributes
  • Vector Types
  • OpenCL C Preprocessor

OpenCL Code Examples

  • Basic Programs
  • Vector Addition
  • Local and Global Work-Groups

Computational Examples in OpenCL

  • Using printf for Debugging
  • Reduction Operations
  • Histogram Calculation
  • Mandelbrot Set Rendering
  • Bitonic Sorting Algorithm
  • Image Processing Techniques

OpenCL Implementation Across Different Host Languages

Performance Analysis in OpenCL

Requirements

  • Familiarity with any programming language (procedural or object-oriented).
 21 Hours

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  • Format: Online (live), In-company (at your offices), or Hybrid.
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