is there any substitute for "gather" function in MATLAB?
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tic
k = gpuArray(1:0.5:10);
a = gpuArray(1:0.5:10);
n1 = numel(k);
nump = kron(k, ones(1, length(a)))';
n2 = numel(a);
denp = repmat([ones(n2,1), a.', zeros(n2,1)], n1, 1);
w = gpuArray([0.1 0.5 1 5 10 20 30 50 70 100]);
%%%%%% freqcp %%%%%%%%%%%%%%%%%%%%
delay = 0;
w = w(:)';
s = 1i * w;
upper = nump(:, 1);
for i = 2:size(nump, 2)
upper = bsxfun(@plus, bsxfun(@times, s, upper), nump(:, i));
end
lower = denp(:, 1);
for i = 2:size(denp, 2)
lower = bsxfun(@plus, bsxfun(@times, s, lower), denp(:, i));
end
P = bsxfun(@times, bsxfun(@rdivide, upper, lower), exp(-s * delay));
%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%%
p=gather(P);
6 Comments
Joss Knight
on 3 Aug 2017
The alternative to gather is to not call gather and just leave your data on the GPU. Don't move your data around unless you need to display it, save it, or run some code on it that doesn't support gpuArray.
People often blame gather for all ills because it appears to be very slow, but what's really happening is that in order for the data to be copied to the host, MATLAB has to wait for all the asynchronous operations currently queued on the device to finish. Sometimes that makes it look like gather is being slow.
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