gcbd

GPU/CPU Benchmarking in Debian-Based Systems

CRAN Package

'GPU'/CPU Benchmarking on Debian-package based systems. This package benchmarks performance of a few standard linear algebra operations (such as a matrix product and QR, SVD and LU decompositions) across a number of different 'BLAS' libraries as well as a 'GPU' implementation. To do so, it takes advantage of the ability to 'plug and play' different 'BLAS' implementations easily on a Debian and/or Ubuntu system. The current version supports - 'Reference BLAS' ('refblas') which are un-accelerated as a baseline - Atlas which are tuned but typically configure single-threaded - Atlas39 which are tuned and configured for multi-threaded mode - 'Goto Blas' which are accelerated and multi-threaded - 'Intel MKL' which is a commercial accelerated and multithreaded version. As for 'GPU' computing, we use the CRAN package - 'gputools' For 'Goto Blas', the 'gotoblas2-helper' script from the ISM in Tokyo can be used. For 'Intel MKL' we use the Revolution R packages from Ubuntu 9.10.


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Insights

Last 30 days

This package has been downloaded 234 times in the last 30 days. Now we're getting somewhere! Enough downloads to populate a lively group chat. The following heatmap shows the distribution of downloads per day. Yesterday, it was downloaded 3 times.

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0 downloadsMar 2, 2025
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13 downloadsMar 5, 2025
3 downloadsMar 6, 2025
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19 downloadsMar 8, 2025
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1 downloadsMar 10, 2025
2 downloadsMar 11, 2025
14 downloadsMar 12, 2025
22 downloadsMar 13, 2025
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19 downloadsMar 18, 2025
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3 downloadsMar 21, 2025
5 downloadsMar 22, 2025
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1 downloadsMar 25, 2025
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29 downloadsMar 28, 2025
2 downloadsMar 29, 2025
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4 downloadsMar 31, 2025
24 downloadsApr 1, 2025
6 downloadsApr 2, 2025
3 downloadsApr 3, 2025
0 downloadsApr 4, 2025
0 downloadsApr 5, 2025
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The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Last 365 days

This package has been downloaded 2,385 times in the last 365 days. Now we’re talking! This work is officially 'heard of in academic circles', just like those wild research papers on synthetic bananas. The day with the most downloads was Oct 30, 2024 with 51 downloads.

The following line graph shows the downloads per day. You can hover over the graph to see the exact number of downloads per day.

Data provided by CRAN


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  • Imports6 packages