高吞吐量计算应用程序

为您的高吞吐量计算应用程序生成代码

使用 Embedded Coder^® 为深度学习网络、图像处理和计算机视觉应用程序以及信号处理系统生成代码。通过生成 Open Multiprocessing (OpenMP) 和 SIMD 代码，提高这些高吞吐量计算应用程序的执行速度。

主题

Generate SIMD Code from Simulink Blocks
Improve the execution speed of the generated code using Intel^® SSE and Intel AVX technology.
Generate SIMD Code for MATLAB Functions
Improve the execution speed of the generated code using Intel SSE and Intel AVX technology.
Generate Parallel for-Loops Using the Open Multiprocessing (OpenMP) Application Interface
Implement parallel for-loops in the generated code for For Each Subystems, MATLAB Function and MATLAB System blocks.

Workflow for Deep Learning C/C++ Code Generation for Simulink Models
Overview of C/C++ code generation workflow for deep learning neural networks.
Generate Code for Deep Learning Networks Using MATLAB Function Block
Generate code for a model containing a MATLAB Function block that uses the GoogLeNet trained deep learning network.
Generate Code for Blocks from Deep Neural Networks Library
Generate code for a model containing the GoogLeNet trained deep learning network.
Code Generation for Deep Learning Simulink Model That Performs Lane and Vehicle Detection
This example shows how to generate C++ code from a Simulink® model that performs lane and vehicle detection using convolutional neural networks (CNN).
Generate Generic C/C++ for Sequence-to-Sequence Deep Learning Simulink Models
Generate C/C++ code for a sequence-to-sequence deep learning Simulink model.

Code Generation for Parametric Audio Equalizer (DSP System Toolbox)
This example shows how to model an algorithm specification for a three band parametric equalizer which will be used for code generation.
Generate High Performance SIMD Code on Intel from Simulink Blocks in DSP System Toolbox (DSP System Toolbox)
Process to generate high performance SIMD code from Simulink^® blocks.
Generate High Performance SIMD Code on Intel from MATLAB Algorithms in DSP System Toolbox (DSP System Toolbox)
Process to generate high performance SIMD code from MATLAB^® algorithms.