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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.
| selected citations These citations are derived from selected sources. This is an alternative to the "Influence" indicator, which also reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically). | 0 | |
| popularity This indicator reflects the "current" impact/attention (the "hype") of an article in the research community at large, based on the underlying citation network. | Average | |
| influence This indicator reflects the overall/total impact of an article in the research community at large, based on the underlying citation network (diachronically). | Average | |
| impulse This indicator reflects the initial momentum of an article directly after its publication, based on the underlying citation network. | Average |
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