Extending SHAPES for SIMD Architectures - An approach to native support for Struct of Arrays in languages
SIMD (Single Instruction, Multiple Data) instruction sets are ubiquitous on modern hardware, but rarely used in software projects. A major reason for this is that efficient SIMD code requires data to be laid out in memory in an unconventional manner, forcing developers to explicitly refactor their code and data structures in order to make use of SIMD. In previous work, we proposed SHAPES, an abstract layout specification for enabling memory optimisations for managed, object-oriented languages. In this paper, we explain how, by extending SHAPES with well-known constructs from the literature, which are not specific to SIMD, we can extend SHAPES to compile programs to use SIMD instructions. The resulting language (sketch) seems able to exploit SIMD capabilities without sacrificing ease of development.
Tue 17 JulDisplayed time zone: Amsterdam, Berlin, Bern, Rome, Stockholm, Vienna change
14:00 - 15:30 | |||
14:00 25mResearch paper | Extending SHAPES for SIMD Architectures - An approach to native support for Struct of Arrays in languages ICOOOLPS Alexandros Tasos Imperial College London, Juliana Franco Microsoft Research, Cambridge, Tobias Wrigstad Uppsala University, Sophia Drossopoulou Imperial College London, Susan Eisenbach Imperial College London | ||
14:30 25mResearch paper | Maintaining Canonical Form After Edge Deletion ICOOOLPS Eric Fritz University of Wisconsin, Milwaukee | ||
15:00 25mResearch paper | Shared Memory Implementations of Protocol Programming Languages, Data-Race-Free ICOOOLPS Micha Hergarden Open University of the Netherlands, The Netherlands, Sung-Shik Jongmans Open University of the Netherlands, The Netherlands |