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How can I define an array of sparse matrix? (both for GPU and CPU)

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Sandra Martinez
Sandra Martinez 2022-5-16
回答： Amin zaami 2022-6-7
A=sparse(3,3)
MT=gpuArray(A);
M2(1,1)=1
%Error using gpuArray/subsasgn
%Sparse gpuArrays are not supported for this function.
L=sparse(3,3,1);
L(:,:,1)=A;
%N-dimensional indexing allowed for full matrices only.
L2=gpuArray(L);
L2(:,:,1)=MT;
%Error using gpuArray/subsasgn
%Sparse gpuArrays are not supported for this function.

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采纳的回答

James Tursa
James Tursa 2022-5-16
For CPU, you can use the ndSparse submission by Matt J on the FEX:
https://www.mathworks.com/matlabcentral/fileexchange/29832-n-dimensional-sparse-arrays?s_tid=srchtitle
I am unaware of anything similar for GPU.

更多回答（1 个）

Amin zaami
Amin zaami 2022-6-7
See example below for sparse on GPU:
sparse(A1,A2,gpuArray(1),m1,m2);
sparse(41200,41200,gpuArray(1),41200,41200);
  • first 2 arguments for size, last two for memory,
  • there should be always A1<m1 & A2 <m2

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