Fusion of Array Operations at Runtime

Abstract

We address the problem of fusing array operations based on criteria such as shape compatibility, data reusability, and communication. We formulate the problem as a graph partition problem that is general enough to handle loop fusion, combinator fusion, and other types of subroutines.

Preprint

References in corpus (1)

• The NumPy array: a structure for efficient numerical computation

Cited by in corpus (2)

• Adaptive Anomaly Detection in Chaotic Time Series with a Spatially Aware Echo State Network
• Fusing Gathers with Integer Linear Programming