SIMD 코드 생성
DSP System Toolbox™에서 계산 집약적인 특정 알고리즘을 대상으로 SIMD 코드 생성
DSP System Toolbox는 Intel® 플랫폼, Apple silicon, ARM® Cortex®-A 프로세서에서 실행되는 계산 집약적인 특정 알고리즘에 대해 SIMD 코드를 생성할 수 있습니다. SIMD 내장 함수는 이러한 알고리즘에 대해 생성되는 코드의 성능을 크게 향상시킬 수 있으며, 대부분의 경우 시뮬레이션 성능과 동일하거나 그 이상의 성능을 달성할 수 있습니다. SIMD는 하나의 명령어로 여러 데이터를 처리하는 계산 패러다임입니다. 대다수의 최신 프로세서에 SIMD 기능이 있으며, 예를 들어 한 번에 여러 덧셈이나 곱셈을 수행할 수 있습니다.
이 워크플로를 지원하는 DSP System Toolbox 기능에 대한 자세한 내용은 System objects in DSP System Toolbox that Support SIMD Code Generation 항목과 Simulink Blocks in DSP System Toolbox that Support SIMD Code Generation 항목을 참조하십시오.
도움말 항목
MATLAB 워크플로
- System objects in DSP System Toolbox that Support SIMD Code Generation
List of System objects that support SIMD code generation. - Use Intel AVX2 Code Replacement Library to Generate SIMD Code from MATLAB Algorithms
Generate high performance SIMD Code from MATLAB® algorithms in DSP System Toolbox using Intel AVX2 code replacement library. - Use Target Hardware Instruction Set Extensions to Generate SIMD Code for MATLAB System Objects for Intel Platforms
Generate high performance SIMD Code for MATLAB System objects in DSP System Toolbox for Intel platforms using the InstructionSetExtensions configuration parameter. - Use Target Hardware Instruction Set Extensions to Generate SIMD Code from MATLAB System Objects for Apple silicon and ARM Cortex-A Processors
Generate high performance SIMD Code from MATLAB System objects in DSP System Toolbox for Apple silicon and ARM Cortex-A processors using the InstructionSetExtensions configuration parameter.
Simulink 워크플로
- Simulink Blocks in DSP System Toolbox that Support SIMD Code Generation
List of Simulink® blocks in DSP System Toolbox that support SIMD code generation. - Use Intel AVX2 Code Replacement Library to Generate SIMD Code from Simulink Blocks
Generate high performance SIMD code from Simulink blocks in DSP System Toolbox using Intel AVX2 code replacement library. - Use Target Hardware Instruction Set Extensions to Generate SIMD Code from Simulink Blocks for Intel Platforms
Generate high performance SIMD Code from Simulink Blocks in DSP System Toolbox by using the Leverage target hardware instruction set extensions model configuration parameter. - Use Target Hardware Instruction Set Extensions to Generate SIMD Code from Simulink Blocks for Apple silicon
Generate high performance SIMD Code from Simulink Blocks in DSP System Toolbox by using the ARM Neon technology for Apple silicon platforms. - Use Target Hardware Instruction Set Extensions to Generate SIMD Code from Simulink Blocks for ARM Cortex-A Processors
Generate high performance SIMD Code from Simulink Blocks in DSP System Toolbox by using the Embedded Coder® Support Package for ARM Cortex-A Processors.
추천 예제
Generate and Deploy SIMD Optimized Code for Interpolated FIR Filter on Intel Desktops
Generate and deploy optimized code for an interpolated finite impulse response (IFIR) filter within an Intel desktop environment using Simulink.
