NSYS2PRV: Detailed and Quantitative Analysis of Large-Scale GPU Execution Traces with Paraver

This work presents a tool, a methodology, a set of metrics, and practical examples for evaluating the performance of large-scale AI and traditional HPC applications using GPUs. NSYS2PRV is a tool that converts NVIDIA Nsight Systems reports into traces compatible with Paraver, enabling significantly...

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Vydané v:	Proceedings / IEEE International Conference on Cluster Computing s. 1 - 12
Hlavní autori:	Clasca, Marc, Labarta, Jesus, Garcia-Gasulla, Marta
Médium:	Konferenčný príspevok..
Jazyk:	English
Vydavateľské údaje:	IEEE 02.09.2025
Predmet:	Artificial intelligence Computational efficiency Data visualization Graphics processing units High performance computing Measurement Microscopy Performance analysis performance tools Scalability Statistical analysis
ISSN:	2168-9253
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