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Try the COMPSs @reduction decorator #324

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salvisolamartinell opened this issue Dec 9, 2020 · 1 comment
Open

Try the COMPSs @reduction decorator #324

salvisolamartinell opened this issue Dec 9, 2020 · 1 comment
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enhancement New feature or request

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@salvisolamartinell
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Check which algorithms could use the @reduction decorator from COMPSs, compare the performance, and incorporate it if it's better.

Off the top of my head: KMeans, Gaussian Mixtures, LinearRegression, PCA, and probably more could use it.

We should also check how to adapt the algorithms using an arity parameter.

@salvisolamartinell salvisolamartinell added the enhancement New feature or request label Dec 9, 2020
@rsirvent rsirvent self-assigned this May 5, 2021
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rsirvent commented Jun 2, 2021

Tried with magic method matmul (branch matmul_reduce), no gains on execution time, since previous code was already doing a reduce done by hand, and tasks are very well balanced.

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