Caesar AI Atlas

Single Program / Multiple Data (SPMD)

Also known as: SPMD Β· Single Program and Multiple Data Β· Single Program Multiple Data Β· Single Program, Multiple Data

Caesar AI Atlas Definition

SPMD (Single Program, Multiple Data) is a parallel computing pattern in which the same program runs on different portions of data across multiple devices or processors. It is widely used to accelerate computation by distributing work while maintaining a shared program structure.

Other Definitions

Single Program / Multiple Data Source

A parallelism technique where the same computation is run on different input data in parallel on different devices. The goal of SPMD is to obtain results more quickly. It is the most common style of parallel programming.

Related Terms

PmapData ParallelismModel ParallelismFederated LearningData FusionNode [Data Structure]