Nsight Python: A Python-First Profiling Toolkit for Seamless GPU Kernel Analysis (Tool)

ACM SIGPLAN International Conference on Compiler Construction (CC) 2026

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Authors: Bastian Hagedorn, Andy Collins, Tony Mongkolsmai, Vinod Kumar Grover
DOI: 10.1145/3771775.3786273
Cited by: 0
References: 7

Abstract

The proliferation of Python DSLs for developing kernels has democratized GPU programming. While kernel development is now Python-native, performance analysis and optimization still rely on external tools and fragmented workflows.

Fields of Study & Subjects

Parallel Computing and Optimization Techniques Computational Physics and Python Applications Computer Graphics and Visualization Techniques

Publication details

Journal / source
ACM SIGPLAN International Conference on Compiler Construction (CC)
Pages
168–179
Publication date
28 January 2026