GPU Code Generation

Generate CUDA® code from MATLAB® code

After you develop your application using Signal Processing Toolbox™, you can generate optimized CUDA code for NVIDIA® GPUs from MATLAB code. The code can be integrated into your project as source code, static libraries, or dynamic libraries, and can be used for prototyping on GPUs. You can use the generated CUDA code within MATLAB to accelerate computationally intensive portions of your MATLAB code in machine learning, deep learning, or other applications. You must have MATLAB Coder™ and GPU Coder™ to generate CUDA code.

For a list of functions that support GPU code generation, see Function List (GPU Code Generation).


GPU CoderGenerate GPU code from MATLAB code


codegenGenerate C/C++ code from MATLAB code


CUDA Code from CWT (Wavelet Toolbox)

Learn how to generate CUDA Code for the CWT.

Code Generation by Using the GPU Coder App (GPU Coder)

Generate CUDA C code from MATLAB code by using the GPU Coder app.