How do I construct a complex gpuArray directly on the GPU?

조회 수: 10 (최근 30일)
Kevin
Kevin 2017년 9월 12일
댓글: Jacob Lynch August 2018년 11월 9일
I am trying to initialize a complex gpuArray directly on the GPU (i.e. without first creating a complex array in host memory and then copying it over to the device).
So far the only thing I've found that works is:
foo = gpuArray(complex(0));
bar = zeros(4, 1, 'like',foo);
which seems kinda silly. Is there a way to allocate a complex gpuArray directly using something like gpuArray.zeros?

채택된 답변

Edric Ellis
Edric Ellis 2017년 9월 12일
None of MATLAB's build methods (the zeros, ones family) build complex arrays, so the nearest you can get is to do something like:
complex(zeros(3, 'gpuArray'))
which never allocates any host memory, and results in a complex gpuArray.
  댓글 수: 1
Jacob Lynch August
Jacob Lynch August 2018년 11월 9일
What about elements on the host that need to be transferred to the GPU, like
G = complex( gpuArray(V(:,1)), gpuArray(:,2) );
It seems silly to me to have those two temporary gpuArrays.

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추가 답변 (1개)

KSSV
KSSV 2017년 9월 12일
G = gpuArray(rand(10,1)+1i*rand(10,1));
  댓글 수: 2
Kevin
Kevin 2017년 9월 12일
Unfortunately, this still allocates memory on the host first and then copies it over to the GPU device. I would like to initialize the array directly on the GPU.
Jacob Lynch August
Jacob Lynch August 2018년 11월 9일
Alternatively:
complex(gpuArray.rand(size,type),gpuArray(size,type))

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