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HERO-ML: A Very High-Level Array Language for Executable Modelling of Data Parallel Algorithms

Fulltext:


Authors:

Björn Lisper, Linus Källberg

Research group:

Programming Languages

Publication Type:

Conference/Workshop Paper

Venue:

ARRAY 2023

DOI:

10.1145/3589246.3595370

Abstract

HERO-ML is an array language, on very high level, which is intended for specifying data parallel algorithms in a concise and platform-independent way where all the inherent data parallelism is easy to identify. The goal is to support the software development for heterogeneous systems with different kinds of parallel numerical accelerators, where programs tend to be very platform-specific and difficult to develop. In this paper we describe HERO-ML, and a proof-of-concept implementation.

Bibtex

@inproceedings{Lisper6754,
author = {Bj{\"o}rn Lisper and Linus K{\"a}llberg},
title = {HERO-ML: A Very High-Level Array Language for Executable Modelling of Data Parallel Algorithms},
month = {June},
year = {2023},
booktitle = {ARRAY 2023},
url = {http://www.es.mdu.se/publications/6754-}
}