V2EX simd

SIMD

释义 Definition

SIMD 是 “Single Instruction, Multiple Data”(单指令多数据)的缩写,指一种并行计算方式:同一条指令同时对多份数据执行相同操作。常用于向量化(vectorization)、多媒体处理、科学计算与机器学习推理加速等场景。

发音 Pronunciation

/smdi/

例句 Examples

SIMD can speed up image processing by handling many pixels at once.
SIMD 可以通过一次处理很多像素来加速图像处理。

By rewriting the inner loop to use SIMD intrinsics, the program achieved a significant performance gain on modern CPUs.
通过将内层循环改写为使用 SIMD 内在函数(intrinsics),该程序在现代 CPU 上获得了显著的性能提升。

词源 Etymology

SIMD 来自计算机体系结构中的并行计算分类术语,由 Michael J. Flynn 提出的 “Flynn’s taxonomy(弗林分类法)”中一类:Single Instruction, Multiple Data,强调“单条指令广播给多个数据通道并行执行”。

相关词 Related Words

文学与著作中的用例 Literary Works

  • Computer Architecture: A Quantitative Approach(Hennessy & Patterson)讨论向量处理与 SIMD 扩展在现代处理器中的作用
  • Modern Processor Design: Fundamentals of Superscalar Processors(Shen & Lipasti)涉及指令级并行、向量/SIMD 思路与实现
  • What Every Programmer Should Know About Memory(Ulrich Drepper)谈到性能优化时常与向量化/SIMD 一并出现
  • Intel 64 and IA-32 Architectures Software Developer’s Manual 在 SSE/AVX 等章节中大量使用 SIMD 概念与指令说明
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