Searching CUDA code autotuning spaces with hardware performance counters: data from benchmarks running on various GPU architectures

Searching CUDA code autotuning spaces with hardware performance counters: data from benchmarks running on various GPU architectures

We have developed several autotuning benchmarks in CUDA that take into account performance-relevant source-code parameters and reach near peak-performance on various GPU architectures. We have used them during the development and evaluation of a search method for tuning space proposed in [1]. With o...

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Bibliographic Details
Main Authors: Jana Hozzová, Jiří Filipovič, Amin Nezarat, Jaroslav Ol’ha, Filip Petrovič
Format: Article
Language:English
Published: Elsevier 2021-12-01
Series:Data in Brief
Subjects:
Auto-tuning
Tuning spaces
Performance counters
Cuda
Online Access:http://www.sciencedirect.com/science/article/pii/S2352340921009069

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