Title
Enabling zero-copy OpenMP offloading on the PULP many-core accelerator
Abstract
Many-core heterogeneous designs are nowadays widely available among embedded systems. Initiatives such as the HSA push for a model where the host processor and the accelerator(s) communicate via coherent, Unified Virtual Memory (UVM). In this paper we describe our experience in porting the OpenMP v4 programming model to a low-end, heterogeneous embedded system based on the PULP many-core accelerator featuring lightweight (software-managed) UVM support. We describe a GCC-based toolchain which enables: i) the automatic generation of host and accelerator binaries from a single, high-level, OpenMP parallel program; ii) the automatic instrumentation of the accelerator program to transparently manage UVM. This enables up to 4x faster execution compared to traditional copy-based offload mechanisms.
Year
DOI
Venue
2017
10.1145/3078659.3079071
SCOPES
Field
DocType
ISBN
Programming paradigm,Computer science,Virtual memory,Parallel computing,Real-time computing,Software,Porting,Host processor,Operating system,Toolchain,Zero-copy,Embedded system
Conference
978-1-4503-5039-6
Citations 
PageRank 
References 
1
0.38
7
Authors
2
Name
Order
Citations
PageRank
Alessandro Capotondi1398.25
Andrea Marongiu233739.19