Vectorization of for loop (indexing of a vector)

1 visualizzazione (ultimi 30 giorni)
Please help, I'm trying to get this code to run faster on my GPU. Currently this is the main bottleneck of my function. I was wondering whether this code is vectorizable in order to remove the for-loop? vector_1 is a gpuArray
for i=1:n
A = vector_1((i-1)+(1:10));
B = vector_1((i-1)+16+(1:10));
AA(i+10) = (A'*B)/10;
BB(i+10) = (A'*A)/10;
end

Risposta accettata

Joss Knight
Joss Knight il 18 Nov 2015
Modificato: Joss Knight il 18 Nov 2015
first = gpuArray.colon(1,n);
indexA = bsxfun(@plus, first, [0:9]');
indexB = indexA + 16;
A = vector_1(indexA);
B = vector_1(indexB);
AA(first+10) = sum(A.*B)/10;
BB(first+10) = sum(A.*A)/10;

Più risposte (0)

Categorie

Scopri di più su Loops and Conditional Statements in Help Center e File Exchange

Community Treasure Hunt

Find the treasures in MATLAB Central and discover how the community can help you!

Start Hunting!

Translated by