dislib icon indicating copy to clipboard operation
dislib copied to clipboard

Try the COMPSs @reduction decorator

Open salvisolamartinell opened this issue 5 years ago • 1 comments

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 avatar Dec 09 '20 15:12 salvisolamartinell

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.

rsirvent avatar Jun 02 '21 16:06 rsirvent