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A Deep Dive into Task-Based Parallelism in Python

Published • May 27, 2024
NobleIDNI1P05W54R11S74
Authors:
William Ruys
,
Hochan Lee
,
Bozhi You

Abstract

Modern Python programs in high-performance computing call into compiled libraries and kernels for performance-critical tasks. However, effectively parallelizing these finer-grained, and often dynamic, kernels across modern heterogeneous platforms remains a challenge. First, we perform an experimenta...

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