NumPy-like library for SX-Aurora TSUBASA Vector Engine and Heterogeneous Systems

Teruyuki Imai (NEC)

Abstract

NumPy has been widely used for scientific computing and AI areas such as data analysis and machine learning. NEC released NLCPy, a NumPy-like library for SX-Aurora TSUBASA since 2020. In this session, we introduce NLCPy and show its recent updates and performance. We are also developing another NumPy-like Python library "OrchesPy" for heterogeneous systems on the top of NumPy or libraries with NumPy-like API for accelerators such as NLCPy and CuPy. We show the features and design of OrchesPy.

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