RT Journal Article
T1 Evaluation of Intel's DPC++ Compatibility Tool in heterogeneous computing
A1 Castaño Roldán, Germán
A1 Faqir-Rhazoui, Youssef
A1 García Sánchez, Carlos
A1 Prieto Matías, Manuel
AB The Intel DPC++ Compatibility Tool is a component of the Intel oneAPI Base Toolkit. This tool automatically transforms CUDA code into Data Parallel C++ (DPC++), thus assisting in the migration process. DPC++ is an implementation of the programming standard for heterogeneous computing known as SYCL, which unifies the development of parallel applications on CPUs, GPUs or even FPGAs. This paper analyzes the DPC++ Compatibility Tool by considering the manual intervention required and the problems encountered while migrating the Rodinia benchmarks. For this suite, this tool achieves an impressive rate of almost 87% for code successfully migrated. Moreover, a comparative study of the performance obtained by the migrated code was carried out, showing a moderate overhead in most of the migrated examples. Finally, a performance comparison on different devices was also performed.
PB Elsevier
SN 0743-7315
YR 2022
FD 2022-04-08
LK https://hdl.handle.net/20.500.14352/71891
UL https://hdl.handle.net/20.500.14352/71891
LA eng
NO CRUE-CSIC (Acuerdos Transformativos 2022)
NO Ministerio de Economía y Competitividad (MINECO)/FEDER
NO Comunidad de Madrid
DS Docta Complutense
RD 18 jul 2024