GPU Coder

Generate GPU code from MATLAB code

Description

The GPU Coder app generates CUDA^® C code from MATLAB^® code. You can generate:

• CUDA C source code, static libraries, dynamically linked libraries, and executables that you can integrate into existing CUDA C applications outside of MATLAB.

• MEX functions for accelerated versions of your MATLAB functions.

The workflow-based user interface steps you through the code generation process. Using the app, you can:

• Create a project or open an existing project. The project specifies the input files, entry-point function input types, and build configuration.

• Review code generation readiness issues, including unsupported functions.

• Check your MATLAB function for run-time issues.

• Fix issues in your MATLAB code using the integrated editor.

• Convert double-precision MATLAB code to single-precision C code (requires a Fixed-Point Designer™ license).

• See static code metrics.

• Verify the numerical behavior of generated code using software-in-the-loop execution (requires an Embedded Coder^® license).

• Export project settings in the form of a MATLAB script.

• Access generated files.

• Package generated files as a single zip file for deployment outside of MATLAB.

Note

The app is not supported on MATLAB Online™.

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Open the GPU Coder App

• MATLAB toolstrip: On the Apps tab, under Code Generation, click the app icon.

• MATLAB Command Window: Enter gpucoder.

Programmatic Use

gpucoder

Version History

Introduced in R2017b