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DAMN SpMV Benchmark Results - MaRDI portal

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DAMN SpMV Benchmark Results

From MaRDI portal



DOI10.5281/zenodo.7551699Zenodo7551699MaRDI QIDQ6709926

Dataset published at Zenodo repository.

Author name not available (Why is that?)

Publication date: 1 July 2023

Copyright license: No records found.



Description

This data set contains measurements of run times computing the SpMV product on an Intel Skylake Xeon Silver 4110 for matrices stored in the Compressed Sparse Rows (CSR) format as well as the Diagonally-Addressed CSR (DA-CSR) format. All matrices have been taken from the SuiteSparse Matrix Collection. The following implementations have been measured. Eigen version 3.4.0 for CSR Intel MKL version 2021.1 for CSR Several custom (DAMN) implementations for CSR and DA-CSR See 10.5281/zenodo.8104335 for the source codes that were used to generate this data set. Install Julia version 1.8.5 or newer and execute the following to generate some figures describing the data set. julia --project RUNME.jl Alternatively, explore the data by running julia --project -e 'import Pkg; Pkg.instantiate()' julia --project -e 'using Pluto; Pluto.run()' and opening RUNME.jl from the Pluto server. This notebook is identical to notebooks/spmv-perf.jl within 10.5281/zenodo.8104335. Refer to the README for further information.






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